From a5778dd621731fd130429057157efc1b0aa0e184 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Michal=20Bel=C3=A1k?= <michal.belak@datamole.cz>
Date: Wed, 20 Sep 2023 09:48:28 +0200
Subject: [PATCH] docs: split examples into basic and TS report (#129)

---
 README.md                                 |     7 +-
 api-example.ipynb                         | 75092 --------------------
 examples/report-example.ipynb             | 43953 ++++++++++++
 examples/time-series-report-example.ipynb | 36823 ++++++++++
 4 files changed, 80781 insertions(+), 75094 deletions(-)
 delete mode 100644 api-example.ipynb
 create mode 100644 examples/report-example.ipynb
 create mode 100644 examples/time-series-report-example.ipynb

diff --git a/README.md b/README.md
index 994df60..878a7dc 100644
--- a/README.md
+++ b/README.md
@@ -49,9 +49,12 @@ pip install edvart
 
 ## Usage
 
+
 See the notebook
-[api-example.ipynb](https://nbviewer.org/github/datamole-ai/edvart/blob/main/api-example.ipynb)
-for usage examples.
+[examples/report-example.ipynb](https://nbviewer.org/github/datamole-ai/edvart/blob/main/examples/report-example.ipynb)
+for an example report on a tabular dataset or
+[examples/time-series-report-time-series-report-example.ipynb](https://nbviewer.org/github/datamole-ai/edvart/blob/main/examples/time-series-report-example.ipynb)
+for an example report on a time-series dataset.
 
 See the [Usage section](https://datamole-ai.github.io/edvart/usage.html) of the documentation
 for more information.
diff --git a/api-example.ipynb b/api-example.ipynb
deleted file mode 100644
index fc54193..0000000
--- a/api-example.ipynb
+++ /dev/null
@@ -1,75092 +0,0 @@
-{
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r=l[t],s=null;s=o?i(r,e.range):Math.pow(10,r),n(s)||(s=null),a(u+t,s)}}},84046:function(t,e,r){\"use strict\";var n=r(71828),i=r(89298),a=r(85501),o=r(25625),s=r(50215);function l(t,e,r){function a(r,i){return n.coerce(t,e,s,r,i)}var l=a(\"visible\"),u=a(\"clicktoshow\");if(l||u){o(t,e,r,a);for(var c=e.showarrow,f=[\"x\",\"y\"],h=[-10,-30],p={_fullLayout:r},d=0;d<2;d++){var v=f[d],g=i.coerceRef(t,e,p,v,\"\",\"paper\");if(\"paper\"!==g&&i.getFromId(p,g)._annIndices.push(e._index),i.coercePosition(e,p,a,g,v,.5),c){var y=\"a\"+v,m=i.coerceRef(t,e,p,y,\"pixel\",[\"pixel\",\"paper\"]);\"pixel\"!==m&&m!==g&&(m=e[y]=\"pixel\");var x=\"pixel\"===m?h[d]:.4;i.coercePosition(e,p,a,m,y,x)}a(v+\"anchor\"),a(v+\"shift\")}if(n.noneOrAll(t,e,[\"x\",\"y\"]),c&&n.noneOrAll(t,e,[\"ax\",\"ay\"]),u){var b=a(\"xclick\"),_=a(\"yclick\");e._xclick=void 0===b?e.x:i.cleanPosition(b,p,e.xref),e._yclick=void 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F=e.borderwidth,B=e.borderpad,N=F+B,j=R.append(\"rect\").attr(\"class\",\"bg\").style(\"stroke-width\",F+\"px\").call(u.stroke,e.bordercolor).call(u.fill,e.bgcolor),U=e.width||e.height,V=w._topclips.selectAll(\"#\"+L).data(U?[0]:[]);V.enter().append(\"clipPath\").classed(\"annclip\",!0).attr(\"id\",L).append(\"rect\"),V.exit().remove();var H=e.font,q=w._meta?o.templateString(e.text,w._meta):e.text,G=R.append(\"text\").classed(\"annotation-text\",!0).text(q);k.annotationText?G.call(h.makeEditable,{delegate:R,gd:t}).call(Y).on(\"edit\",(function(r){e.text=r,this.call(Y),S(\"text\",r),y&&y.autorange&&M(y._name+\".autorange\",!0),x&&x.autorange&&M(x._name+\".autorange\",!0),i.call(\"_guiRelayout\",t,E())})):G.call(Y)}else n.selectAll(\"#\"+L).remove();function Z(t){var n={index:r,annotation:e._input,fullAnnotation:e,event:t};return a&&(n.subplotId=a),n}function Y(r){return r.call(c.font,H).attr({\"text-anchor\":{left:\"start\",right:\"end\"}[e.align]||\"middle\"}),h.convertToTspans(r,t,W),r}function W(){var r=G.selectAll(\"a\");1===r.size()&&r.text()===G.text()&&R.insert(\"a\",\":first-child\").attr({\"xlink:xlink:href\":r.attr(\"xlink:href\"),\"xlink:xlink:show\":r.attr(\"xlink:show\")}).style({cursor:\"pointer\"}).node().appendChild(j.node());var n=R.select(\".annotation-text-math-group\"),f=!n.empty(),v=c.bBox((f?n:G).node()),b=v.width,_=v.height,A=e.width||b,z=e.height||_,B=Math.round(A+2*N),H=Math.round(z+2*N);function q(t,e){return\"auto\"===e&&(e=t<1/3?\"left\":t>2/3?\"right\":\"center\"),{center:0,middle:0,left:.5,bottom:-.5,right:-.5,top:.5}[e]}for(var Y=!1,W=[\"x\",\"y\"],X=0;X<W.length;X++){var J,K,$,Q,tt,et=W[X],rt=e[et+\"ref\"]||et,nt=e[\"a\"+et+\"ref\"],it={x:y,y:x}[et],at=(P+(\"x\"===et?0:-90))*Math.PI/180,ot=B*Math.cos(at),st=H*Math.sin(at),lt=Math.abs(ot)+Math.abs(st),ut=e[et+\"anchor\"],ct=e[et+\"shift\"]*(\"x\"===et?1:-1),ft=C[et],ht=l.getRefType(rt);if(it&&\"domain\"!==ht){var pt=it.r2fraction(e[et]);(pt<0||pt>1)&&(nt===rt?((pt=it.r2fraction(e[\"a\"+et]))<0||pt>1)&&(Y=!0):Y=!0),J=it._offset+it.r2p(e[et]),Q=.5}else{var dt=\"domain\"===ht;\"x\"===et?($=e[et],J=dt?it._offset+it._length*$:J=T.l+T.w*$):($=1-e[et],J=dt?it._offset+it._length*$:J=T.t+T.h*$),Q=e.showarrow?.5:$}if(e.showarrow){ft.head=J;var vt=e[\"a\"+et];if(tt=ot*q(.5,e.xanchor)-st*q(.5,e.yanchor),nt===rt){var gt=l.getRefType(nt);\"domain\"===gt?(\"y\"===et&&(vt=1-vt),ft.tail=it._offset+it._length*vt):\"paper\"===gt?\"y\"===et?(vt=1-vt,ft.tail=T.t+T.h*vt):ft.tail=T.l+T.w*vt:ft.tail=it._offset+it.r2p(vt),K=tt}else ft.tail=J+vt,K=tt+vt;ft.text=ft.tail+tt;var yt=w[\"x\"===et?\"width\":\"height\"];if(\"paper\"===rt&&(ft.head=o.constrain(ft.head,1,yt-1)),\"pixel\"===nt){var mt=-Math.max(ft.tail-3,ft.text),xt=Math.min(ft.tail+3,ft.text)-yt;mt>0?(ft.tail+=mt,ft.text+=mt):xt>0&&(ft.tail-=xt,ft.text-=xt)}ft.tail+=ct,ft.head+=ct}else K=tt=lt*q(Q,ut),ft.text=J+tt;ft.text+=ct,tt+=ct,K+=ct,e[\"_\"+et+\"padplus\"]=lt/2+K,e[\"_\"+et+\"padminus\"]=lt/2-K,e[\"_\"+et+\"size\"]=lt,e[\"_\"+et+\"shift\"]=tt}if(Y)R.remove();else{var bt=0,_t=0;if(\"left\"!==e.align&&(bt=(A-b)*(\"center\"===e.align?.5:1)),\"top\"!==e.valign&&(_t=(z-_)*(\"middle\"===e.valign?.5:1)),f)n.select(\"svg\").attr({x:N+bt-1,y:N+_t}).call(c.setClipUrl,U?L:null,t);else{var wt=N+_t-v.top,Tt=N+bt-v.left;G.call(h.positionText,Tt,wt).call(c.setClipUrl,U?L:null,t)}V.select(\"rect\").call(c.setRect,N,N,A,z),j.call(c.setRect,F/2,F/2,B-F,H-F),R.call(c.setTranslate,Math.round(C.x.text-B/2),Math.round(C.y.text-H/2)),I.attr({transform:\"rotate(\"+P+\",\"+C.x.text+\",\"+C.y.text+\")\"});var kt,At=function(r,n){O.selectAll(\".annotation-arrow-g\").remove();var l=C.x.head,f=C.y.head,h=C.x.tail+r,p=C.y.tail+n,v=C.x.text+r,b=C.y.text+n,_=o.rotationXYMatrix(P,v,b),w=o.apply2DTransform(_),A=o.apply2DTransform2(_),L=+j.attr(\"width\"),D=+j.attr(\"height\"),z=v-.5*L,F=z+L,B=b-.5*D,N=B+D,U=[[z,B,z,N],[z,N,F,N],[F,N,F,B],[F,B,z,B]].map(A);if(!U.reduce((function(t,e){return t^!!o.segmentsIntersect(l,f,l+1e6,f+1e6,e[0],e[1],e[2],e[3])}),!1)){U.forEach((function(t){var e=o.segmentsIntersect(h,p,l,f,t[0],t[1],t[2],t[3]);e&&(h=e.x,p=e.y)}));var V=e.arrowwidth,H=e.arrowcolor,q=e.arrowside,G=O.append(\"g\").style({opacity:u.opacity(H)}).classed(\"annotation-arrow-g\",!0),Z=G.append(\"path\").attr(\"d\",\"M\"+h+\",\"+p+\"L\"+l+\",\"+f).style(\"stroke-width\",V+\"px\").call(u.stroke,u.rgb(H));if(g(Z,q,e),k.annotationPosition&&Z.node().parentNode&&!a){var Y=l,W=f;if(e.standoff){var X=Math.sqrt(Math.pow(l-h,2)+Math.pow(f-p,2));Y+=e.standoff*(h-l)/X,W+=e.standoff*(p-f)/X}var J,K,$=G.append(\"path\").classed(\"annotation-arrow\",!0).classed(\"anndrag\",!0).classed(\"cursor-move\",!0).attr({d:\"M3,3H-3V-3H3ZM0,0L\"+(h-Y)+\",\"+(p-W),transform:s(Y,W)}).style(\"stroke-width\",V+6+\"px\").call(u.stroke,\"rgba(0,0,0,0)\").call(u.fill,\"rgba(0,0,0,0)\");d.init({element:$.node(),gd:t,prepFn:function(){var t=c.getTranslate(R);J=t.x,K=t.y,y&&y.autorange&&M(y._name+\".autorange\",!0),x&&x.autorange&&M(x._name+\".autorange\",!0)},moveFn:function(t,r){var n=w(J,K),i=n[0]+t,a=n[1]+r;R.call(c.setTranslate,i,a),S(\"x\",m(y,t,\"x\",T,e)),S(\"y\",m(x,r,\"y\",T,e)),e.axref===e.xref&&S(\"ax\",m(y,t,\"ax\",T,e)),e.ayref===e.yref&&S(\"ay\",m(x,r,\"ay\",T,e)),G.attr(\"transform\",s(t,r)),I.attr({transform:\"rotate(\"+P+\",\"+i+\",\"+a+\")\"})},doneFn:function(){i.call(\"_guiRelayout\",t,E());var 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e=t._fullLayout;e._infolayer.selectAll(\".annotation\").remove();for(var r=0;r<e.annotations.length;r++)e.annotations[r].visible&&y(t,r);return a.previousPromises(t)},drawOne:y,drawRaw:x}},13011:function(t,e,r){\"use strict\";var n=r(39898),i=r(7901),a=r(82884),o=r(71828),s=o.strScale,l=o.strRotate,u=o.strTranslate;t.exports=function(t,e,r){var o,c,f,h,p=t.node(),d=a[r.arrowhead||0],v=a[r.startarrowhead||0],g=(r.arrowwidth||1)*(r.arrowsize||1),y=(r.arrowwidth||1)*(r.startarrowsize||1),m=e.indexOf(\"start\")>=0,x=e.indexOf(\"end\")>=0,b=d.backoff*g+r.standoff,_=v.backoff*y+r.startstandoff;if(\"line\"===p.nodeName){o={x:+t.attr(\"x1\"),y:+t.attr(\"y1\")},c={x:+t.attr(\"x2\"),y:+t.attr(\"y2\")};var w=o.x-c.x,T=o.y-c.y;if(h=(f=Math.atan2(T,w))+Math.PI,b&&_&&b+_>Math.sqrt(w*w+T*T))return void D();if(b){if(b*b>w*w+T*T)return void D();var k=b*Math.cos(f),A=b*Math.sin(f);c.x+=k,c.y+=A,t.attr({x2:c.x,y2:c.y})}if(_){if(_*_>w*w+T*T)return void D();var M=_*Math.cos(f),S=_*Math.sin(f);o.x-=M,o.y-=S,t.attr({x1:o.x,y1:o.y})}}else if(\"path\"===p.nodeName){var E=p.getTotalLength(),L=\"\";if(E<b+_)return void D();var C=p.getPointAtLength(0),P=p.getPointAtLength(.1);f=Math.atan2(C.y-P.y,C.x-P.x),o=p.getPointAtLength(Math.min(_,E)),L=\"0px,\"+_+\"px,\";var O=p.getPointAtLength(E),I=p.getPointAtLength(E-.1);h=Math.atan2(O.y-I.y,O.x-I.x),c=p.getPointAtLength(Math.max(0,E-b)),L+=E-(L?_+b:b)+\"px,\"+E+\"px\",t.style(\"stroke-dasharray\",L)}function D(){t.style(\"stroke-dasharray\",\"0px,100px\")}function z(e,a,o,c){e.path&&(e.noRotate&&(o=0),n.select(p.parentNode).append(\"path\").attr({class:t.attr(\"class\"),d:e.path,transform:u(a.x,a.y)+l(180*o/Math.PI)+s(c)}).style({fill:i.rgb(r.arrowcolor),\"stroke-width\":0}))}m&&z(v,o,f,y),x&&z(d,c,h,g)}},32745:function(t,e,r){\"use strict\";var n=r(92605),i=r(44317);t.exports={moduleType:\"component\",name:\"annotations\",layoutAttributes:r(50215),supplyLayoutDefaults:r(84046),includeBasePlot:r(76325)(\"annotations\"),calcAutorange:r(3749),draw:n.draw,drawOne:n.drawOne,drawRaw:n.drawRaw,hasClickToShow:i.hasClickToShow,onClick:i.onClick,convertCoords:r(94128)}},26997:function(t,e,r){\"use strict\";var n=r(50215),i=r(30962).overrideAll,a=r(44467).templatedArray;t.exports=i(a(\"annotation\",{visible:n.visible,x:{valType:\"any\"},y:{valType:\"any\"},z:{valType:\"any\"},ax:{valType:\"number\"},ay:{valType:\"number\"},xanchor:n.xanchor,xshift:n.xshift,yanchor:n.yanchor,yshift:n.yshift,text:n.text,textangle:n.textangle,font:n.font,width:n.width,height:n.height,opacity:n.opacity,align:n.align,valign:n.valign,bgcolor:n.bgcolor,bordercolor:n.bordercolor,borderpad:n.borderpad,borderwidth:n.borderwidth,showarrow:n.showarrow,arrowcolor:n.arrowcolor,arrowhead:n.arrowhead,startarrowhead:n.startarrowhead,arrowside:n.arrowside,arrowsize:n.arrowsize,startarrowsize:n.startarrowsize,arrowwidth:n.arrowwidth,standoff:n.standoff,startstandoff:n.startstandoff,hovertext:n.hovertext,hoverlabel:n.hoverlabel,captureevents:n.captureevents}),\"calc\",\"from-root\")},5485:function(t,e,r){\"use strict\";var n=r(71828),i=r(89298);function a(t,e){var r=e.fullSceneLayout.domain,a=e.fullLayout._size,o={pdata:null,type:\"linear\",autorange:!1,range:[-1/0,1/0]};t._xa={},n.extendFlat(t._xa,o),i.setConvert(t._xa),t._xa._offset=a.l+r.x[0]*a.w,t._xa.l2p=function(){return.5*(1+t._pdata[0]/t._pdata[3])*a.w*(r.x[1]-r.x[0])},t._ya={},n.extendFlat(t._ya,o),i.setConvert(t._ya),t._ya._offset=a.t+(1-r.y[1])*a.h,t._ya.l2p=function(){return.5*(1-t._pdata[1]/t._pdata[3])*a.h*(r.y[1]-r.y[0])}}t.exports=function(t){for(var e=t.fullSceneLayout.annotations,r=0;r<e.length;r++)a(e[r],t);t.fullLayout._infolayer.selectAll(\".annotation-\"+t.id).remove()}},20226:function(t,e,r){\"use strict\";var n=r(71828),i=r(89298),a=r(85501),o=r(25625),s=r(26997);function l(t,e,r,a){function l(r,i){return n.coerce(t,e,s,r,i)}function u(t){var n=t+\"axis\",a={_fullLayout:{}};return 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n=r(39898),i=r(92770),a=r(84267),o=r(71828),s=o.strTranslate,l=o.strRotate,u=r(11086),c=r(63893),f=r(39918),h=r(91424),p=r(7901),d=r(28569),v=r(89298),g=r(73972),y=r(23469),m=r(26675),x=r(99017),b=r(43969),_=m.YANGLE,w=Math.PI*_/180,T=1/Math.sin(w),k=Math.cos(w),A=Math.sin(w),M=m.HOVERARROWSIZE,S=m.HOVERTEXTPAD,E={box:!0,ohlc:!0,violin:!0,candlestick:!0},L={scatter:!0,scattergl:!0,splom:!0};function C(t){return[t.trace.index,t.index,t.x0,t.y0,t.name,t.attr,t.xa?t.xa._id:\"\",t.ya?t.ya._id:\"\"].join(\",\")}e.hover=function(t,e,r,a){t=o.getGraphDiv(t);var s=e.target;o.throttle(t._fullLayout._uid+m.HOVERID,m.HOVERMINTIME,(function(){!function(t,e,r,a,s){r||(r=\"xy\");var l=Array.isArray(r)?r:[r],c=t._fullLayout,h=c._plots||[],v=h[r],m=c._has(\"cartesian\");if(v){var x=v.overlays.map((function(t){return t.id}));l=l.concat(x)}for(var b=l.length,_=new Array(b),w=new Array(b),k=!1,A=0;A<b;A++){var S=l[A];if(h[S])k=!0,_[A]=h[S].xaxis,w[A]=h[S].yaxis;else{if(!c[S]||!c[S]._subplot)return void 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ct=o.apply3DTransform(c._invTransform)(st,lt);if(st=ct[0],lt=ct[1],st<0||st>_[0]._length||lt<0||lt>w[0]._length)return d.unhoverRaw(t,e)}else st=\"xpx\"in e?e.xpx:_[0]._length/2,lt=\"ypx\"in e?e.ypx:w[0]._length/2;if(e.pointerX=st+_[0]._offset,e.pointerY=lt+w[0]._offset,q=\"xval\"in e?y.flat(l,e.xval):y.p2c(_,st),G=\"yval\"in e?y.flat(l,e.yval):y.p2c(w,lt),!i(q[0])||!i(G[0]))return o.warn(\"Fx.hover failed\",e,t),d.unhoverRaw(t,e)}var ft=1/0;function ht(t,r){for(Y=0;Y<it.length;Y++)if((W=it[Y])&&W[0]&&W[0].trace&&!0===(X=W[0].trace).visible&&0!==X._length&&-1===[\"carpet\",\"contourcarpet\"].indexOf(X._module.name)){if(\"splom\"===X.type?J=l[K=0]:(J=y.getSubplot(X),K=l.indexOf(J)),$=I,y.isUnifiedHover($)&&($=$.charAt(0)),et={cd:W,trace:X,xa:_[K],ya:w[K],maxHoverDistance:N,maxSpikeDistance:H,index:!1,distance:Math.min(ft,N),spikeDistance:1/0,xSpike:void 0,ySpike:void 0,color:p.defaultLine,name:X.name,x0:void 0,x1:void 0,y0:void 0,y1:void 0,xLabelVal:void 0,yLabelVal:void 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data\"!==t.xa.spikesnap}));if(d.length){var v=d[0];i(v.x0)&&i(v.y0)&&(h=dt(v),(!at.vLinePoint||at.vLinePoint.spikeDistance>h.spikeDistance)&&(at.vLinePoint=h))}var g=f.filter((function(t){return t.ya.showspikes&&\"hovered data\"!==t.ya.spikesnap}));if(g.length){var x=g[0];i(x.x0)&&i(x.y0)&&(h=dt(x),(!at.hLinePoint||at.hLinePoint.spikeDistance>h.spikeDistance)&&(at.hLinePoint=h))}}}}}function pt(t,e,r){for(var n,i=null,a=1/0,o=0;o<t.length;o++)n=t[o].spikeDistance,r&&0===o&&(n=-1/0),n<=a&&n<=e&&(i=t[o],a=n);return i}function dt(t){return t?{xa:t.xa,ya:t.ya,x:void 0!==t.xSpike?t.xSpike:(t.x0+t.x1)/2,y:void 0!==t.ySpike?t.ySpike:(t.y0+t.y1)/2,distance:t.distance,spikeDistance:t.spikeDistance,curveNumber:t.trace.index,color:t.color,pointNumber:t.index}:null}ht();var vt={fullLayout:c,container:c._hoverlayer,event:e},gt=t._spikepoints,yt={vLinePoint:at.vLinePoint,hLinePoint:at.hLinePoint};t._spikepoints=yt;var mt=function(){nt.sort((function(t,e){return t.distance-e.distance})),nt=function(t,e){for(var r=e.charAt(0),n=[],i=[],a=[],o=0;o<t.length;o++){var s=t[o];g.traceIs(s.trace,\"bar-like\")||g.traceIs(s.trace,\"box-violin\")?a.push(s):s.trace[r+\"period\"]?i.push(s):n.push(s)}return n.concat(i).concat(a)}(nt,I)};mt();var xt=I.charAt(0),bt=(\"x\"===xt||\"y\"===xt)&&nt[0]&&L[nt[0].trace.type];if(m&&0!==H&&0!==nt.length){var _t=pt(nt.filter((function(t){return t.ya.showspikes})),H,bt);at.hLinePoint=dt(_t);var wt=pt(nt.filter((function(t){return t.xa.showspikes})),H,bt);at.vLinePoint=dt(wt)}if(0===nt.length){var Tt=d.unhoverRaw(t,e);return!m||null===at.hLinePoint&&null===at.vLinePoint||B(gt)&&F(t,at,vt),Tt}if(m&&B(gt)&&F(t,at,vt),y.isXYhover($)&&0!==nt[0].length&&\"splom\"!==nt[0].trace.type){var kt=nt[0],At=(nt=E[kt.trace.type]?nt.filter((function(t){return t.trace.index===kt.trace.index})):[kt]).length;ht(j(\"x\",kt,c),j(\"y\",kt,c));var Mt,St=[],Et={},Lt=0,Ct=function(t){var e=E[t.trace.type]?C(t):t.trace.index;if(Et[e]){var r=Et[e]-1,n=St[r];r>0&&Math.abs(t.distance)<Math.abs(n.distance)&&(St[r]=t)}else Lt++,Et[e]=Lt,St.push(t)};for(Mt=0;Mt<At;Mt++)Ct(nt[Mt]);for(Mt=nt.length-1;Mt>At-1;Mt--)Ct(nt[Mt]);nt=St,mt()}var Pt=t._hoverdata,Ot=[],It=U(t),Dt=V(t);for(Z=0;Z<nt.length;Z++){var zt=nt[Z],Rt=y.makeEventData(zt,zt.trace,zt.cd);if(!1!==zt.hovertemplate){var Ft=!1;zt.cd[zt.index]&&zt.cd[zt.index].ht&&(Ft=zt.cd[zt.index].ht),zt.hovertemplate=Ft||zt.trace.hovertemplate||!1}if(zt.xa&&zt.ya){var Bt=zt.x0+zt.xa._offset,Nt=zt.x1+zt.xa._offset,jt=zt.y0+zt.ya._offset,Ut=zt.y1+zt.ya._offset,Vt=Math.min(Bt,Nt),Ht=Math.max(Bt,Nt),qt=Math.min(jt,Ut),Gt=Math.max(jt,Ut);Rt.bbox={x0:Vt+Dt,x1:Ht+Dt,y0:qt+It,y1:Gt+It}}zt.eventData=[Rt],Ot.push(Rt)}t._hoverdata=Ot;var Zt=\"y\"===I&&(it.length>1||nt.length>1)||\"closest\"===I&&ot&&nt.length>1,Yt=p.combine(c.plot_bgcolor||p.background,c.paper_bgcolor),Wt=O(nt,{gd:t,hovermode:I,rotateLabels:Zt,bgColor:Yt,container:c._hoverlayer,outerContainer:c._paper.node(),commonLabelOpts:c.hoverlabel,hoverdistance:c.hoverdistance}),Xt=Wt.hoverLabels;if(y.isUnifiedHover(I)||(function(t,e,r,n){var i,a,o,s,l,u,c,f=e?\"xa\":\"ya\",h=e?\"ya\":\"xa\",p=0,d=1,v=t.size(),g=new Array(v),y=0,m=n.minX,x=n.maxX,b=n.minY,_=n.maxY,w=function(t){return t*r._invScaleX},k=function(t){return t*r._invScaleY};function A(t){var e=t[0],r=t[t.length-1];if(a=e.pmin-e.pos-e.dp+e.size,o=r.pos+r.dp+r.size-e.pmax,a>.01){for(l=t.length-1;l>=0;l--)t[l].dp+=a;i=!1}if(!(o<.01)){if(a<-.01){for(l=t.length-1;l>=0;l--)t[l].dp-=o;i=!1}if(i){var n=0;for(s=0;s<t.length;s++)(u=t[s]).pos+u.dp+u.size>e.pmax&&n++;for(s=t.length-1;s>=0&&!(n<=0);s--)(u=t[s]).pos>e.pmax-1&&(u.del=!0,n--);for(s=0;s<t.length&&!(n<=0);s++)if((u=t[s]).pos<e.pmin+1)for(u.del=!0,n--,o=2*u.size,l=t.length-1;l>=0;l--)t[l].dp-=o;for(s=t.length-1;s>=0&&!(n<=0);s--)(u=t[s]).pos+u.dp+u.size>e.pmax&&(u.del=!0,n--)}}}for(t.each((function(t){var n=t[f],i=t[h],a=\"x\"===n._id.charAt(0),o=n.range;0===y&&o&&o[0]>o[1]!==a&&(d=-1);var s=0,l=a?r.width:r.height;if(\"x\"===r.hovermode||\"y\"===r.hovermode){var u,c,p=D(t,e),v=t.anchor,A=\"end\"===v?-1:1;if(\"middle\"===v)c=(u=t.crossPos+(a?k(p.y-t.by/2):w(t.bx/2+t.tx2width/2)))+(a?k(t.by):w(t.bx));else if(a)c=(u=t.crossPos+k(M+p.y)-k(t.by/2-M))+k(t.by);else{var S=w(A*M+p.x),E=S+w(A*t.bx);u=t.crossPos+Math.min(S,E),c=t.crossPos+Math.max(S,E)}a?void 0!==b&&void 0!==_&&Math.min(c,_)-Math.max(u,b)>1&&(\"left\"===i.side?(s=i._mainLinePosition,l=r.width):l=i._mainLinePosition):void 0!==m&&void 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Jt=g.getComponentMethod(\"annotations\",\"hasClickToShow\")(t,Ot);f(n.select(s),Jt?\"pointer\":\"\")}s&&!a&&function(t,e,r){if(!r||r.length!==t._hoverdata.length)return!0;for(var n=r.length-1;n>=0;n--){var i=r[n],a=t._hoverdata[n];if(i.curveNumber!==a.curveNumber||String(i.pointNumber)!==String(a.pointNumber)||String(i.pointNumbers)!==String(a.pointNumbers))return!0}return!1}(t,0,Pt)&&(Pt&&t.emit(\"plotly_unhover\",{event:e,points:Pt}),t.emit(\"plotly_hover\",{event:e,points:t._hoverdata,xaxes:_,yaxes:w,xvals:q,yvals:G}))}(t,e,r,a,s)}))},e.loneHover=function(t,e){var r=!0;Array.isArray(t)||(r=!1,t=[t]);var i=e.gd,a=U(i),o=V(i),s=O(t.map((function(t){var r=t._x0||t.x0||t.x||0,n=t._x1||t.x1||t.x||0,s=t._y0||t.y0||t.y||0,l=t._y1||t.y1||t.y||0,u=t.eventData;if(u){var c=Math.min(r,n),f=Math.max(r,n),h=Math.min(s,l),d=Math.max(s,l),v=t.trace;if(g.traceIs(v,\"gl3d\")){var y=i._fullLayout[v.scene]._scene.container,m=y.offsetLeft,x=y.offsetTop;c+=m,f+=m,h+=x,d+=x}u.bbox={x0:c+o,x1:f+o,y0:h+a,y1:d+a},e.inOut_bbox&&e.inOut_bbox.push(u.bbox)}else u=!1;return{color:t.color||p.defaultLine,x0:t.x0||t.x||0,x1:t.x1||t.x||0,y0:t.y0||t.y||0,y1:t.y1||t.y||0,xLabel:t.xLabel,yLabel:t.yLabel,zLabel:t.zLabel,text:t.text,name:t.name,idealAlign:t.idealAlign,borderColor:t.borderColor,fontFamily:t.fontFamily,fontSize:t.fontSize,fontColor:t.fontColor,nameLength:t.nameLength,textAlign:t.textAlign,trace:t.trace||{index:0,hoverinfo:\"\"},xa:{_offset:0},ya:{_offset:0},index:0,hovertemplate:t.hovertemplate||!1,hovertemplateLabels:t.hovertemplateLabels||!1,eventData:u}})),{gd:i,hovermode:\"closest\",rotateLabels:!1,bgColor:e.bgColor||p.background,container:n.select(e.container),outerContainer:e.outerContainer||e.container}).hoverLabels,l=0,u=0;return s.sort((function(t,e){return t.y0-e.y0})).each((function(t,r){var n=t.y0-t.by/2;t.offset=n-5<l?l-n+5:0,l=n+t.by+t.offset,r===e.anchorIndex&&(u=t.offset)})).each((function(t){t.offset-=u})),z(s,!1,i._fullLayout._invScaleX,i._fullLayout._invScaleY),r?s:s.node()};var P=/<extra>([\\s\\S]*)<\\/extra>/;function O(t,e){var r=e.gd,i=r._fullLayout,a=e.hovermode,u=e.rotateLabels,f=e.bgColor,d=e.container,v=e.outerContainer,w=e.commonLabelOpts||{};if(0===t.length)return[[]];var T=e.fontFamily||m.HOVERFONT,k=e.fontSize||m.HOVERFONTSIZE,A=t[0],E=A.xa,L=A.ya,P=a.charAt(0),O=P+\"Label\",D=A[O];if(void 0===D&&\"multicategory\"===E.type)for(var z=0;z<t.length&&void 0===(D=t[z][O]);z++);var R=H(r,v),F=R.top,B=R.width,N=R.height,j=void 0!==D&&A.distance<=e.hoverdistance&&(\"x\"===a||\"y\"===a);if(j){var U,V,q=!0;for(U=0;U<t.length;U++)if(q&&void 0===t[U].zLabel&&(q=!1),V=t[U].hoverinfo||t[U].trace.hoverinfo){var G=Array.isArray(V)?V:V.split(\"+\");if(-1===G.indexOf(\"all\")&&-1===G.indexOf(a)){j=!1;break}}q&&(j=!1)}var 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n,i,o=r.container,s=r.fullLayout,l=s._size,u=r.event,c=!!e.hLinePoint,f=!!e.vLinePoint;if(o.selectAll(\".spikeline\").remove(),f||c){var d=p.combine(s.plot_bgcolor,s.paper_bgcolor);if(c){var g,y,m=e.hLinePoint;n=m&&m.xa,\"cursor\"===(i=m&&m.ya).spikesnap?(g=u.pointerX,y=u.pointerY):(g=n._offset+m.x,y=i._offset+m.y);var x,b,_=a.readability(m.color,d)<1.5?p.contrast(d):m.color,w=i.spikemode,T=i.spikethickness,k=i.spikecolor||_,A=v.getPxPosition(t,i);if(-1!==w.indexOf(\"toaxis\")||-1!==w.indexOf(\"across\")){if(-1!==w.indexOf(\"toaxis\")&&(x=A,b=g),-1!==w.indexOf(\"across\")){var 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n=r(41940),i=r(22399),a=(0,r(44467).templatedArray)(\"button\",{visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},step:{valType:\"enumerated\",values:[\"month\",\"year\",\"day\",\"hour\",\"minute\",\"second\",\"all\"],dflt:\"month\",editType:\"plot\"},stepmode:{valType:\"enumerated\",values:[\"backward\",\"todate\"],dflt:\"backward\",editType:\"plot\"},count:{valType:\"number\",min:0,dflt:1,editType:\"plot\"},label:{valType:\"string\",editType:\"plot\"},editType:\"plot\"});t.exports={visible:{valType:\"boolean\",editType:\"plot\"},buttons:a,x:{valType:\"number\",min:-2,max:3,editType:\"plot\"},xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"left\",editType:\"plot\"},y:{valType:\"number\",min:-2,max:3,editType:\"plot\"},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],dflt:\"bottom\",editType:\"plot\"},font:n({editType:\"plot\"}),bgcolor:{valType:\"color\",dflt:i.lightLine,editType:\"plot\"},activecolor:{valType:\"color\",editType:\"plot\"},bordercolor:{valType:\"color\",dflt:i.defaultLine,editType:\"plot\"},borderwidth:{valType:\"number\",min:0,dflt:0,editType:\"plot\"},editType:\"plot\"}},89573:function(t){\"use 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i,a;l.ensureSingle(t,\"text\",\"selector-text\",(function(t){t.attr(\"text-anchor\",\"middle\")})).call(s.font,e.font).text((i=r,a=n._fullLayout._meta,i.label?a?l.templateString(i.label,a):i.label:\"all\"===i.step?\"all\":i.count+i.step.charAt(0))).call((function(t){c.convertToTspans(t,n)}))}t.exports=function(t){var e=t._fullLayout._infolayer.selectAll(\".rangeselector\").data(function(t){for(var e=f.list(t,\"x\",!0),r=[],n=0;n<e.length;n++){var i=e[n];i.rangeselector&&i.rangeselector.visible&&r.push(i)}return r}(t),m);e.enter().append(\"g\").classed(\"rangeselector\",!0),e.exit().remove(),e.style({cursor:\"pointer\",\"pointer-events\":\"all\"}),e.each((function(e){var r=n.select(this),o=e,f=o.rangeselector,h=r.selectAll(\"g.button\").data(l.filterVisible(f.buttons));h.enter().append(\"g\").classed(\"button\",!0),h.exit().remove(),h.each((function(e){var r=n.select(this),a=y(o,e);e._isActive=function(t,e,r){if(\"all\"===e.step)return!0===t.autorange;var n=Object.keys(r);return t.range[0]===r[n[0]]&&t.range[1]===r[n[1]]}(o,e,a),r.call(x,f,e),r.call(b,f,e,t),r.on(\"click\",(function(){t._dragged||i.call(\"_guiRelayout\",t,a)})),r.on(\"mouseover\",(function(){e._isHovered=!0,r.call(x,f,e)})),r.on(\"mouseout\",(function(){e._isHovered=!1,r.call(x,f,e)}))})),function(t,e,r,i,o){var f=0,h=0,y=r.borderwidth;e.each((function(){var t=n.select(this).select(\".selector-text\"),e=r.font.size*p,i=Math.max(e*c.lineCount(t),16)+3;h=Math.max(h,i)})),e.each((function(){var t=n.select(this),e=t.select(\".selector-rect\"),i=t.select(\".selector-text\"),a=i.node()&&s.bBox(i.node()).width,o=r.font.size*p,l=c.lineCount(i),d=Math.max(a+10,g.minButtonWidth);t.attr(\"transform\",u(y+f,y)),e.attr({x:0,y:0,width:d,height:h}),c.positionText(i,d/2,h/2-(l-1)*o/2+3),f+=d+5}));var m=t._fullLayout._size,x=m.l+m.w*r.x,b=m.t+m.h*(1-r.y),_=\"left\";l.isRightAnchor(r)&&(x-=f,_=\"right\"),l.isCenterAnchor(r)&&(x-=f/2,_=\"center\");var w=\"top\";l.isBottomAnchor(r)&&(b-=h,w=\"bottom\"),l.isMiddleAnchor(r)&&(b-=h/2,w=\"middle\"),f=Math.ceil(f),h=Math.ceil(h),x=Math.round(x),b=Math.round(b),a.autoMargin(t,i+\"-range-selector\",{x:r.x,y:r.y,l:f*d[_],r:f*v[_],b:h*v[w],t:h*d[w]}),o.attr(\"transform\",u(x,b))}(t,h,f,o._name,r)}))}},70565:function(t,e,r){\"use strict\";var n=r(81041),i=r(71828).titleCase;t.exports=function(t,e){var r=t._name,a={};if(\"all\"===e.step)a[r+\".autorange\"]=!0;else{var o=function(t,e){var r,a=t.range,o=new Date(t.r2l(a[1])),s=e.step,l=n[\"utc\"+i(s)],u=e.count;switch(e.stepmode){case\"backward\":r=t.l2r(+l.offset(o,-u));break;case\"todate\":var c=l.offset(o,-u);r=t.l2r(+l.ceil(c))}return[r,a[1]]}(t,e);a[r+\".range[0]\"]=o[0],a[r+\".range[1]\"]=o[1]}return a}},97218:function(t,e,r){\"use strict\";t.exports={moduleType:\"component\",name:\"rangeselector\",schema:{subplots:{xaxis:{rangeselector:r(37113)}}},layoutAttributes:r(37113),handleDefaults:r(28674),draw:r(21598)}},75148:function(t,e,r){\"use 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n=r(71828),i=r(44467),a=r(41675),o=r(75148),s=r(47850);t.exports=function(t,e,r){var l=t[r],u=e[r];if(l.rangeslider||e._requestRangeslider[u._id]){n.isPlainObject(l.rangeslider)||(l.rangeslider={});var c,f,h=l.rangeslider,p=i.newContainer(u,\"rangeslider\");if(_(\"visible\")){_(\"bgcolor\",e.plot_bgcolor),_(\"bordercolor\"),_(\"borderwidth\"),_(\"thickness\"),_(\"autorange\",!u.isValidRange(h.range)),_(\"range\");var d=e._subplots;if(d)for(var v=d.cartesian.filter((function(t){return t.substr(0,t.indexOf(\"y\"))===a.name2id(r)})).map((function(t){return t.substr(t.indexOf(\"y\"),t.length)})),g=n.simpleMap(v,a.id2name),y=0;y<g.length;y++){var m=g[y];c=h[m]||{},f=i.newContainer(p,m,\"yaxis\");var x,b=e[m];c.range&&b.isValidRange(c.range)&&(x=\"fixed\"),\"match\"!==w(\"rangemode\",x)&&w(\"range\",b.range.slice())}p._input=h}}function _(t,e){return n.coerce(h,p,o,t,e)}function w(t,e){return n.coerce(c,f,s,t,e)}}},72413:function(t,e,r){\"use strict\";var 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x(t,e,r,n,i){o.ensureSingle(t,\"rect\",v.maskMinClassName,(function(t){t.attr({x:0,y:0,\"shape-rendering\":\"crispEdges\"})})).attr(\"height\",n._height).call(u.fill,v.maskColor),o.ensureSingle(t,\"rect\",v.maskMaxClassName,(function(t){t.attr({y:0,\"shape-rendering\":\"crispEdges\"})})).attr(\"height\",n._height).call(u.fill,v.maskColor),\"match\"!==i.rangemode&&(o.ensureSingle(t,\"rect\",v.maskMinOppAxisClassName,(function(t){t.attr({y:0,\"shape-rendering\":\"crispEdges\"})})).attr(\"width\",n._width).call(u.fill,v.maskOppAxisColor),o.ensureSingle(t,\"rect\",v.maskMaxOppAxisClassName,(function(t){t.attr({y:0,\"shape-rendering\":\"crispEdges\"})})).attr(\"width\",n._width).style(\"border-top\",v.maskOppBorder).call(u.fill,v.maskOppAxisColor))}function b(t,e,r,n){e._context.staticPlot||o.ensureSingle(t,\"rect\",v.slideBoxClassName,(function(t){t.attr({y:0,cursor:v.slideBoxCursor,\"shape-rendering\":\"crispEdges\"})})).attr({height:n._height,fill:v.slideBoxFill})}function _(t,e,r,n){var i=o.ensureSingle(t,\"g\",v.grabberMinClassName),a=o.ensureSingle(t,\"g\",v.grabberMaxClassName),s={x:0,width:v.handleWidth,rx:v.handleRadius,fill:u.background,stroke:u.defaultLine,\"stroke-width\":v.handleStrokeWidth,\"shape-rendering\":\"crispEdges\"},l={y:Math.round(n._height/4),height:Math.round(n._height/2)};o.ensureSingle(i,\"rect\",v.handleMinClassName,(function(t){t.attr(s)})).attr(l),o.ensureSingle(a,\"rect\",v.handleMaxClassName,(function(t){t.attr(s)})).attr(l);var c={width:v.grabAreaWidth,x:0,y:0,fill:v.grabAreaFill,cursor:e._context.staticPlot?void 0:v.grabAreaCursor};o.ensureSingle(i,\"rect\",v.grabAreaMinClassName,(function(t){t.attr(c)})).attr(\"height\",n._height),o.ensureSingle(a,\"rect\",v.grabAreaMaxClassName,(function(t){t.attr(c)})).attr(\"height\",n._height)}t.exports=function(t){for(var e=t._fullLayout,r=e._rangeSliderData,a=0;a<r.length;a++){var l=r[a][v.name];l._clipId=l._id+\"-\"+e._uid}var u=e._infolayer.selectAll(\"g.\"+v.containerClassName).data(r,(function(t){return t._name}));u.exit().each((function(t){var r=t[v.name];e._topdefs.select(\"#\"+r._clipId).remove()})).remove(),0!==r.length&&(u.enter().append(\"g\").classed(v.containerClassName,!0).attr(\"pointer-events\",\"all\"),u.each((function(r){var a=n.select(this),l=r[v.name],u=e[h.id2name(r.anchor)],f=l[h.id2name(r.anchor)];if(l.range){var w,T=o.simpleMap(l.range,r.r2l),k=o.simpleMap(r.range,r.r2l);w=k[0]<k[1]?[Math.min(T[0],k[0]),Math.max(T[1],k[1])]:[Math.max(T[0],k[0]),Math.min(T[1],k[1])],l.range=l._input.range=o.simpleMap(w,r.l2r)}r.cleanRange(\"rangeslider.range\");var A=e._size,M=r.domain;l._width=A.w*(M[1]-M[0]);var S=Math.round(A.l+A.w*M[0]),E=Math.round(A.t+A.h*(1-r._counterDomainMin)+(\"bottom\"===r.side?r._depth:0)+l._offsetShift+v.extraPad);a.attr(\"transform\",s(S,E)),l._rl=o.simpleMap(l.range,r.r2l);var L=l._rl[0],C=l._rl[1],P=C-L;if(l.p2d=function(t){return t/l._width*P+L},l.d2p=function(t){return(t-L)/P*l._width},r.rangebreaks){var O=r.locateBreaks(L,C);if(O.length){var I,D,z=0;for(I=0;I<O.length;I++)z+=(D=O[I]).max-D.min;var R=l._width/(C-L-z),F=[-R*L];for(I=0;I<O.length;I++)D=O[I],F.push(F[F.length-1]-R*(D.max-D.min));for(l.d2p=function(t){for(var e=F[0],r=0;r<O.length;r++){var n=O[r];if(t>=n.max)e=F[r+1];else if(t<n.min)break}return e+R*t},I=0;I<O.length;I++)(D=O[I]).pmin=l.d2p(D.min),D.pmax=l.d2p(D.max);l.p2d=function(t){for(var e=F[0],r=0;r<O.length;r++){var n=O[r];if(t>=n.pmax)e=F[r+1];else if(t<n.pmin)break}return(t-e)/R}}}if(\"match\"!==f.rangemode){var B=u.r2l(f.range[0]),N=u.r2l(f.range[1])-B;l.d2pOppAxis=function(t){return(t-B)/N*l._height}}a.call(g,t,r,l).call(y,t,r,l).call(m,t,r,l).call(x,t,r,l,f).call(b,t,r,l).call(_,t,r,l),function(t,e,r,a){if(!e._context.staticPlot){var s=t.select(\"rect.\"+v.slideBoxClassName).node(),l=t.select(\"rect.\"+v.grabAreaMinClassName).node(),u=t.select(\"rect.\"+v.grabAreaMaxClassName).node();t.on(\"mousedown\",c),t.on(\"touchstart\",c)}function c(){var c=n.event,f=c.target,h=c.clientX||c.touches[0].clientX,v=h-t.node().getBoundingClientRect().left,g=a.d2p(r._rl[0]),y=a.d2p(r._rl[1]),m=p.coverSlip();function x(t){var c,p,x,b=+(t.clientX||t.touches[0].clientX)-h;switch(f){case s:if(x=\"ew-resize\",g+b>r._length||y+b<0)return;c=g+b,p=y+b;break;case l:if(x=\"col-resize\",g+b>r._length)return;c=g+b,p=y;break;case u:if(x=\"col-resize\",y+b<0)return;c=g,p=y+b;break;default:x=\"ew-resize\",c=v,p=v+b}if(p<c){var _=p;p=c,c=_}a._pixelMin=c,a._pixelMax=p,d(n.select(m),x),function(t,e,r,n){function a(t){return r.l2r(o.constrain(t,n._rl[0],n._rl[1]))}var s=a(n.p2d(n._pixelMin)),l=a(n.p2d(n._pixelMax));window.requestAnimationFrame((function(){i.call(\"_guiRelayout\",e,r._name+\".range\",[s,l])}))}(0,e,r,a)}function b(){m.removeEventListener(\"mousemove\",x),m.removeEventListener(\"mouseup\",b),this.removeEventListener(\"touchmove\",x),this.removeEventListener(\"touchend\",b),o.removeElement(m)}this.addEventListener(\"touchmove\",x),this.addEventListener(\"touchend\",b),m.addEventListener(\"mousemove\",x),m.addEventListener(\"mouseup\",b)}}(a,t,r,l),function(t,e,r,n,i,a){var l=v.handleWidth/2;function u(t){return o.constrain(t,0,n._width)}function c(t){return o.constrain(t,0,n._height)}function f(t){return o.constrain(t,-l,n._width+l)}var h=u(n.d2p(r._rl[0])),p=u(n.d2p(r._rl[1]));if(t.select(\"rect.\"+v.slideBoxClassName).attr(\"x\",h).attr(\"width\",p-h),t.select(\"rect.\"+v.maskMinClassName).attr(\"width\",h),t.select(\"rect.\"+v.maskMaxClassName).attr(\"x\",p).attr(\"width\",n._width-p),\"match\"!==a.rangemode){var d=n._height-c(n.d2pOppAxis(i._rl[1])),g=n._height-c(n.d2pOppAxis(i._rl[0]));t.select(\"rect.\"+v.maskMinOppAxisClassName).attr(\"x\",h).attr(\"height\",d).attr(\"width\",p-h),t.select(\"rect.\"+v.maskMaxOppAxisClassName).attr(\"x\",h).attr(\"y\",g).attr(\"height\",n._height-g).attr(\"width\",p-h),t.select(\"rect.\"+v.slideBoxClassName).attr(\"y\",d).attr(\"height\",g-d)}var y=.5,m=Math.round(f(h-l))-y,x=Math.round(f(p-l))+y;t.select(\"g.\"+v.grabberMinClassName).attr(\"transform\",s(m,y)),t.select(\"g.\"+v.grabberMaxClassName).attr(\"transform\",s(x,y))}(a,0,r,l,u,f),\"bottom\"===r.side&&c.draw(t,r._id+\"title\",{propContainer:r,propName:r._name+\".title\",placeholder:e._dfltTitle.x,attributes:{x:r._offset+r._length/2,y:E+l._height+l._offsetShift+10+1.5*r.title.font.size,\"text-anchor\":\"middle\"}})})))}},549:function(t,e,r){\"use strict\";var n=r(41675),i=r(63893),a=r(73251),o=r(18783).LINE_SPACING,s=a.name;function l(t){var e=t&&t[s];return e&&e.visible}e.isVisible=l,e.makeData=function(t){var e=n.list({_fullLayout:t},\"x\",!0),r=t.margin,i=[];if(!t._has(\"gl2d\"))for(var a=0;a<e.length;a++){var o=e[a];if(l(o)){i.push(o);var u=o[s];u._id=s+o._id,u._height=(t.height-r.b-r.t)*u.thickness,u._offsetShift=Math.floor(u.borderwidth/2)}}t._rangeSliderData=i},e.autoMarginOpts=function(t,e){var r=t._fullLayout,n=e[s],l=e._id.charAt(0),u=0,c=0;return\"bottom\"===e.side&&(u=e._depth,e.title.text!==r._dfltTitle[l]&&(c=1.5*e.title.font.size+10+n._offsetShift,c+=(e.title.text.match(i.BR_TAG_ALL)||[]).length*e.title.font.size*o)),{x:0,y:e._counterDomainMin,l:0,r:0,t:0,b:n._height+u+Math.max(r.margin.b,c),pad:a.extraPad+2*n._offsetShift}}},13137:function(t,e,r){\"use strict\";var n=r(71828),i=r(75148),a=r(47850),o=r(549);t.exports={moduleType:\"component\",name:\"rangeslider\",schema:{subplots:{xaxis:{rangeslider:n.extendFlat({},i,{yaxis:a})}}},layoutAttributes:r(75148),handleDefaults:r(26377),calcAutorange:r(88443),draw:r(72413),isVisible:o.isVisible,makeData:o.makeData,autoMarginOpts:o.autoMarginOpts}},47850:function(t){\"use strict\";t.exports={_isSubplotObj:!0,rangemode:{valType:\"enumerated\",values:[\"auto\",\"fixed\",\"match\"],dflt:\"match\",editType:\"calc\"},range:{valType:\"info_array\",items:[{valType:\"any\",editType:\"plot\"},{valType:\"any\",editType:\"plot\"}],editType:\"plot\"},editType:\"calc\"}},8389:function(t,e,r){\"use strict\";var n=r(50215),i=r(82196).line,a=r(79952).P,o=r(1426).extendFlat,s=r(30962).overrideAll,l=r(44467).templatedArray;r(24695),t.exports=s(l(\"selection\",{type:{valType:\"enumerated\",values:[\"rect\",\"path\"]},xref:o({},n.xref,{}),yref:o({},n.yref,{}),x0:{valType:\"any\"},x1:{valType:\"any\"},y0:{valType:\"any\"},y1:{valType:\"any\"},path:{valType:\"string\",editType:\"arraydraw\"},opacity:{valType:\"number\",min:0,max:1,dflt:.7,editType:\"arraydraw\"},line:{color:i.color,width:o({},i.width,{min:1,dflt:1}),dash:o({},a,{dflt:\"dot\"})}}),\"arraydraw\",\"from-root\")},34122:function(t){\"use strict\";t.exports={BENDPX:1.5,MINSELECT:12,SELECTDELAY:100,SELECTID:\"-select\"}},59402:function(t,e,r){\"use strict\";var n=r(71828),i=r(89298),a=r(85501),o=r(8389),s=r(30477);function l(t,e,r){function a(r,i){return n.coerce(t,e,o,r,i)}var l=a(\"path\"),u=\"path\"!==a(\"type\",l?\"path\":\"rect\");u&&delete e.path,a(\"opacity\"),a(\"line.color\"),a(\"line.width\"),a(\"line.dash\");for(var c=[\"x\",\"y\"],f=0;f<2;f++){var h,p,d,v=c[f],g={_fullLayout:r},y=i.coerceRef(t,e,g,v);if((h=i.getFromId(g,y))._selectionIndices.push(e._index),d=s.rangeToShapePosition(h),p=s.shapePositionToRange(h),u){var m=v+\"0\",x=v+\"1\",b=t[m],_=t[x];t[m]=p(t[m],!0),t[x]=p(t[x],!0),i.coercePosition(e,g,a,y,m),i.coercePosition(e,g,a,y,x);var w=e[m],T=e[x];void 0!==w&&void 0!==T&&(e[m]=d(w),e[x]=d(T),t[m]=b,t[x]=_)}}u&&n.noneOrAll(t,e,[\"x0\",\"x1\",\"y0\",\"y1\"])}t.exports=function(t,e){a(t,e,{name:\"selections\",handleItemDefaults:l});for(var r=e.selections,n=0;n<r.length;n++){var i=r[n];i&&void 0===i.path&&(void 0!==i.x0&&void 0!==i.x1&&void 0!==i.y0&&void 0!==i.y1||(e.selections[n]=null))}}},32485:function(t,e,r){\"use strict\";var n=r(60165).readPaths,i=r(42359),a=r(51873).clearOutlineControllers,o=r(7901),s=r(91424),l=r(44467).arrayEditor,u=r(30477),c=u.getPathString;function f(t){var e=t._fullLayout;for(var r in a(t),e._selectionLayer.selectAll(\"path\").remove(),e._plots){var n=e._plots[r].selectionLayer;n&&n.selectAll(\"path\").remove()}for(var i=0;i<e.selections.length;i++)p(t,i)}function h(t){return t._context.editSelection}function p(t,e){t._fullLayout._paperdiv.selectAll('.selectionlayer [data-index=\"'+e+'\"]').remove();var r=u.makeSelectionsOptionsAndPlotinfo(t,e),a=r.options,p=r.plotinfo;a._input&&function(r){var u=c(t,a),g={\"data-index\":e,\"fill-rule\":\"evenodd\",d:u},y=a.opacity,m=\"rgba(0,0,0,0)\",x=a.line.color||o.contrast(t._fullLayout.plot_bgcolor),b=a.line.width,_=a.line.dash;b||(b=5,_=\"solid\");var w=h(t)&&t._fullLayout._activeSelectionIndex===e;w&&(m=t._fullLayout.activeselection.fillcolor,y=t._fullLayout.activeselection.opacity);for(var T=[],k=1;k>=0;k--){var A=r.append(\"path\").attr(g).style(\"opacity\",k?.1:y).call(o.stroke,x).call(o.fill,m).call(s.dashLine,k?\"solid\":_,k?4+b:b);if(d(A,t,a),w){var M=l(t.layout,\"selections\",a);A.style({cursor:\"move\"});var S={element:A.node(),plotinfo:p,gd:t,editHelpers:M,isActiveSelection:!0},E=n(u,t);i(E,A,S)}else A.style(\"pointer-events\",k?\"all\":\"none\");T[k]=A}var L=T[0];T[1].node().addEventListener(\"click\",(function(){return function(t,e){if(h(t)){var r=+e.node().getAttribute(\"data-index\");if(r>=0){if(r===t._fullLayout._activeSelectionIndex)return void v(t);t._fullLayout._activeSelectionIndex=r,t._fullLayout._deactivateSelection=v,f(t)}}}(t,L)}))}(t._fullLayout._selectionLayer)}function d(t,e,r){var n=r.xref+r.yref;s.setClipUrl(t,\"clip\"+e._fullLayout._uid+n,e)}function v(t){h(t)&&t._fullLayout._activeSelectionIndex>=0&&(a(t),delete t._fullLayout._activeSelectionIndex,f(t))}t.exports={draw:f,drawOne:p,activateLastSelection:function(t){if(h(t)){var e=t._fullLayout.selections.length-1;t._fullLayout._activeSelectionIndex=e,t._fullLayout._deactivateSelection=v,f(t)}}}},53777:function(t,e,r){\"use strict\";var n=r(79952).P,i=r(1426).extendFlat;t.exports={newselection:{mode:{valType:\"enumerated\",values:[\"immediate\",\"gradual\"],dflt:\"immediate\",editType:\"none\"},line:{color:{valType:\"color\",editType:\"none\"},width:{valType:\"number\",min:1,dflt:1,editType:\"none\"},dash:i({},n,{dflt:\"dot\",editType:\"none\"}),editType:\"none\"},editType:\"none\"},activeselection:{fillcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"none\"},opacity:{valType:\"number\",min:0,max:1,dflt:.5,editType:\"none\"},editType:\"none\"}}},90849:function(t){\"use strict\";t.exports=function(t,e,r){r(\"newselection.mode\"),r(\"newselection.line.width\")&&(r(\"newselection.line.color\"),r(\"newselection.line.dash\")),r(\"activeselection.fillcolor\"),r(\"activeselection.opacity\")}},35855:function(t,e,r){\"use strict\";var n=r(64505).selectMode,i=r(51873).clearOutline,a=r(60165),o=a.readPaths,s=a.writePaths,l=a.fixDatesForPaths;t.exports=function(t,e){if(t.length){var r=t[0][0];if(r){var a=r.getAttribute(\"d\"),u=e.gd,c=u._fullLayout.newselection,f=e.plotinfo,h=f.xaxis,p=f.yaxis,d=e.isActiveSelection,v=e.dragmode,g=(u.layout||{}).selections||[];if(!n(v)&&void 0!==d){var y=u._fullLayout._activeSelectionIndex;if(y<g.length)switch(u._fullLayout.selections[y].type){case\"rect\":v=\"select\";break;case\"path\":v=\"lasso\"}}var m,x=o(a,u,f,d),b={xref:h._id,yref:p._id,opacity:c.opacity,line:{color:c.line.color,width:c.line.width,dash:c.line.dash}};1===x.length&&(m=x[0]),m&&5===m.length&&\"select\"===v?(b.type=\"rect\",b.x0=m[0][1],b.y0=m[0][2],b.x1=m[2][1],b.y1=m[2][2]):(b.type=\"path\",h&&p&&l(x,h,p),b.path=s(x),m=null),i(u);for(var _=e.editHelpers,w=(_||{}).modifyItem,T=[],k=0;k<g.length;k++){var A=u._fullLayout.selections[k];if(A){if(T[k]=A._input,void 0!==d&&k===u._fullLayout._activeSelectionIndex){var M=b;switch(A.type){case\"rect\":w(\"x0\",M.x0),w(\"x1\",M.x1),w(\"y0\",M.y0),w(\"y1\",M.y1);break;case\"path\":w(\"path\",M.path)}}}else T[k]=A}return void 0===d?(T.push(b),T):_?_.getUpdateObj():{}}}}},75549:function(t,e,r){\"use strict\";var n=r(71828).strTranslate;function i(t,e){switch(t.type){case\"log\":return t.p2d(e);case\"date\":return t.p2r(e,0,t.calendar);default:return t.p2r(e)}}t.exports={p2r:i,r2p:function(t,e){switch(t.type){case\"log\":return t.d2p(e);case\"date\":return t.r2p(e,0,t.calendar);default:return t.r2p(e)}},axValue:function(t){var e=\"y\"===t._id.charAt(0)?1:0;return function(r){return i(t,r[e])}},getTransform:function(t){return n(t.xaxis._offset,t.yaxis._offset)}}},47322:function(t,e,r){\"use strict\";var n=r(32485),i=r(3937);t.exports={moduleType:\"component\",name:\"selections\",layoutAttributes:r(8389),supplyLayoutDefaults:r(59402),supplyDrawNewSelectionDefaults:r(90849),includeBasePlot:r(76325)(\"selections\"),draw:n.draw,drawOne:n.drawOne,reselect:i.reselect,prepSelect:i.prepSelect,clearOutline:i.clearOutline,clearSelectionsCache:i.clearSelectionsCache,selectOnClick:i.selectOnClick}},3937:function(t,e,r){\"use strict\";var n=r(52142),i=r(38258),a=r(73972),o=r(91424).dashStyle,s=r(7901),l=r(30211),u=r(23469).makeEventData,c=r(64505),f=c.freeMode,h=c.rectMode,p=c.drawMode,d=c.openMode,v=c.selectMode,g=r(30477),y=r(21459),m=r(42359),x=r(51873).clearOutline,b=r(60165),_=b.handleEllipse,w=b.readPaths,T=r(90551).newShapes,k=r(35855),A=r(32485).activateLastSelection,M=r(71828),S=M.sorterAsc,E=r(61082),L=r(79990),C=r(41675).getFromId,P=r(33306),O=r(61549).redrawReglTraces,I=r(34122),D=I.MINSELECT,z=E.filter,R=E.tester,F=r(75549),B=F.p2r,N=F.axValue,j=F.getTransform;function U(t){return void 0!==t.subplot}function V(t,e,r,n,i,a,o){var s,l,u,c,f,h,p,v,g,y=e._hoverdata,x=e._fullLayout.clickmode.indexOf(\"event\")>-1,b=[];if(function(t){return t&&Array.isArray(t)&&!0!==t[0].hoverOnBox}(y)){Z(t,e,a);var _=function(t,e){var r,n,i=t[0],a=-1,o=[];for(n=0;n<e.length;n++)if(r=e[n],i.fullData._expandedIndex===r.cd[0].trace._expandedIndex){if(!0===i.hoverOnBox)break;void 0!==i.pointNumber?a=i.pointNumber:void 0!==i.binNumber&&(a=i.binNumber,o=i.pointNumbers);break}return{pointNumber:a,pointNumbers:o,searchInfo:r}}(y,s=X(e,r,n,i));if(_.pointNumbers.length>0?function(t,e){var r,n,i,a=[];for(i=0;i<t.length;i++)(r=t[i]).cd[0].trace.selectedpoints&&r.cd[0].trace.selectedpoints.length>0&&a.push(r);if(1===a.length&&a[0]===e.searchInfo&&(n=e.searchInfo.cd[0].trace).selectedpoints.length===e.pointNumbers.length){for(i=0;i<e.pointNumbers.length;i++)if(n.selectedpoints.indexOf(e.pointNumbers[i])<0)return!1;return!0}return!1}(s,_):function(t){var e,r,n=0;for(r=0;r<t.length;r++)if((e=t[r].cd[0].trace).selectedpoints){if(e.selectedpoints.length>1)return!1;if((n+=e.selectedpoints.length)>1)return!1}return 1===n}(s)&&(h=K(_))){for(o&&o.remove(),g=0;g<s.length;g++)(l=s[g])._module.selectPoints(l,!1);$(e,s),Y(a),x&&ht(e)}else{for(p=t.shiftKey&&(void 0!==h?h:K(_)),u=function(t,e,r){return{pointNumber:t,searchInfo:e,subtract:!!r}}(_.pointNumber,_.searchInfo,p),c=G(a.selectionDefs.concat([u])),g=0;g<s.length;g++)if(f=tt(s[g]._module.selectPoints(s[g],c),s[g]),b.length)for(var w=0;w<f.length;w++)b.push(f[w]);else b=f;if($(e,s,v={points:b}),u&&a&&a.selectionDefs.push(u),o){var T=a.mergedPolygons,k=d(a.dragmode);m(et(T,k),o,a)}x&&ft(e,v)}}}function H(t){return\"pointNumber\"in t&&\"searchInfo\"in t}function q(t){return{xmin:0,xmax:0,ymin:0,ymax:0,pts:[],contains:function(e,r,n,i){var a=t.searchInfo.cd[0].trace._expandedIndex;return i.cd[0].trace._expandedIndex===a&&n===t.pointNumber},isRect:!1,degenerate:!1,subtract:!!t.subtract}}function G(t){if(t.length){for(var e=[],r=H(t[0])?0:t[0][0][0],n=r,i=H(t[0])?0:t[0][0][1],a=i,o=0;o<t.length;o++)if(H(t[o]))e.push(q(t[o]));else{var s=R(t[o]);s.subtract=!!t[o].subtract,e.push(s),r=Math.min(r,s.xmin),n=Math.max(n,s.xmax),i=Math.min(i,s.ymin),a=Math.max(a,s.ymax)}return{xmin:r,xmax:n,ymin:i,ymax:a,pts:[],contains:function(t,r,n,i){for(var a=!1,o=0;o<e.length;o++)e[o].contains(t,r,n,i)&&(a=!e[o].subtract);return a},isRect:!1,degenerate:!1}}}function Z(t,e,r){var n=e._fullLayout,i=r.plotinfo,a=r.dragmode,o=n._lastSelectedSubplot&&n._lastSelectedSubplot===i.id,s=(t.shiftKey||t.altKey)&&!(p(a)&&d(a));o&&s&&i.selection&&i.selection.selectionDefs&&!r.selectionDefs?(r.selectionDefs=i.selection.selectionDefs,r.mergedPolygons=i.selection.mergedPolygons):s&&i.selection||Y(r),o||(x(e),n._lastSelectedSubplot=i.id)}function Y(t,e){var r=t.dragmode,n=t.plotinfo,i=t.gd;(function(t){return t._fullLayout._activeShapeIndex>=0})(i)&&i._fullLayout._deactivateShape(i),function(t){return t._fullLayout._activeSelectionIndex>=0}(i)&&i._fullLayout._deactivateSelection(i);var o=i._fullLayout._zoomlayer,s=p(r),l=v(r);if(s||l){var u,c,f=o.selectAll(\".select-outline-\"+n.id);f&&i._fullLayout._outlining&&(s&&(u=T(f,t)),u&&a.call(\"_guiRelayout\",i,{shapes:u}),l&&!U(t)&&(c=k(f,t)),c&&(i._fullLayout._noEmitSelectedAtStart=!0,a.call(\"_guiRelayout\",i,{selections:c}).then((function(){e&&A(i)}))),i._fullLayout._outlining=!1)}n.selection={},n.selection.selectionDefs=t.selectionDefs=[],n.selection.mergedPolygons=t.mergedPolygons=[]}function W(t){return t._id}function X(t,e,r,n){if(!t.calcdata)return[];var i,a,o,s=[],l=e.map(W),u=r.map(W);for(o=0;o<t.calcdata.length;o++)if(!0===(a=(i=t.calcdata[o])[0].trace).visible&&a._module&&a._module.selectPoints)if(!U({subplot:n})||a.subplot!==n&&a.geo!==n)if(\"splom\"===a.type){if(a._xaxes[l[0]]&&a._yaxes[u[0]]){var c=J(a._module,i,e[0],r[0]);c.scene=t._fullLayout._splomScenes[a.uid],s.push(c)}}else if(\"sankey\"===a.type){var f=J(a._module,i,e[0],r[0]);s.push(f)}else{if(-1===l.indexOf(a.xaxis))continue;if(-1===u.indexOf(a.yaxis))continue;s.push(J(a._module,i,C(t,a.xaxis),C(t,a.yaxis)))}else s.push(J(a._module,i,e[0],r[0]));return s}function J(t,e,r,n){return{_module:t,cd:e,xaxis:r,yaxis:n}}function K(t){var e=t.searchInfo.cd[0].trace,r=t.pointNumber,n=t.pointNumbers,i=n.length>0?n[0]:r;return!!e.selectedpoints&&e.selectedpoints.indexOf(i)>-1}function $(t,e,r){var n,i;for(n=0;n<e.length;n++){var o=e[n].cd[0].trace._fullInput,s=t._fullLayout._tracePreGUI[o.uid]||{};void 0===s.selectedpoints&&(s.selectedpoints=o._input.selectedpoints||null)}if(r){var l=r.points||[];for(n=0;n<e.length;n++)(i=e[n].cd[0].trace)._input.selectedpoints=i._fullInput.selectedpoints=[],i._fullInput!==i&&(i.selectedpoints=[]);for(var u=0;u<l.length;u++){var c=l[u],f=c.data,h=c.fullData,p=c.pointIndex,d=c.pointIndices;d?([].push.apply(f.selectedpoints,d),i._fullInput!==i&&[].push.apply(h.selectedpoints,d)):(f.selectedpoints.push(p),i._fullInput!==i&&h.selectedpoints.push(p))}}else for(n=0;n<e.length;n++)delete(i=e[n].cd[0].trace).selectedpoints,delete i._input.selectedpoints,i._fullInput!==i&&delete i._fullInput.selectedpoints;!function(t,e){for(var r=!1,n=0;n<e.length;n++){var i=e[n],o=i.cd;a.traceIs(o[0].trace,\"regl\")&&(r=!0);var s=i._module,l=s.styleOnSelect||s.style;l&&(l(t,o,o[0].node3),o[0].nodeRangePlot3&&l(t,o,o[0].nodeRangePlot3))}r&&(P(t),O(t))}(t,e)}function Q(t,e,r){for(var i=(r?n.difference:n.union)({regions:t},{regions:[e]}).regions.reverse(),a=0;a<i.length;a++){var o=i[a];o.subtract=st(o,i.slice(0,a))}return i}function tt(t,e){if(Array.isArray(t))for(var r=e.cd,n=e.cd[0].trace,i=0;i<t.length;i++)t[i]=u(t[i],n,r);return t}function et(t,e){for(var r=[],n=0;n<t.length;n++){r[n]=[];for(var 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n=e[r][0].trace,i=t._fullLayout._splomScenes;if(i){var a=i[n.uid];a&&(a.selectBatch=[])}}}(t);for(var O={},I=0;I<P.length;I++){var D=P[I],z=D.indexOf(\"y\"),R=D.slice(0,z),F=D.slice(z),B=o&&s?r:void 0;if(B=at(f,R,F,B)){var N=n;if(!l){var j=C(t,R,\"x\"),U=C(t,F,\"y\");N=X(t,[j],[U],D);for(var V=0;V<N.length;V++){var H=N[V],q=H.cd[0],G=q.trace;if(\"scattergl\"===H._module.name&&!q.t.xpx){var Z=G.x,Y=G.y,W=G._length;q.t.xpx=[],q.t.ypx=[];for(var J=0;J<W;J++)q.t.xpx[J]=j.c2p(Z[J]),q.t.ypx[J]=U.c2p(Y[J])}\"splom\"===H._module.name&&(O[G.uid]||(O[G.uid]=!0))}}var K=rt(B,N);u=u.concat(K),c=c.concat(N)}}var Q={points:u};$(t,c,Q);var tt=h.clickmode.indexOf(\"event\")>-1&&e;if(!a&&e){var et=ot(t,!0);if(et.length){var nt=et[0].xref,pt=et[0].yref;if(nt&&pt){var dt=ut(et);ct([C(t,nt,\"x\"),C(t,pt,\"y\")])(Q,dt)}}t._fullLayout._noEmitSelectedAtStart?t._fullLayout._noEmitSelectedAtStart=!1:tt&&ft(t,Q),h._reselect=!1}if(!a&&h._deselect){var vt=h._deselect;(function(t,e,r){for(var n=0;n<r.length;n++){var i=r[n];if(i.xaxis&&i.xaxis._id===t&&i.yaxis&&i.yaxis._id===e)return!0}return!1})(o=vt.xref,s=vt.yref,c)||it(t,o,s,n),tt&&(Q.points.length?ft(t,Q):ht(t)),h._deselect=!1}return{eventData:Q,selectionTesters:r}}function it(t,e,r,n){n=X(t,[C(t,e,\"x\")],[C(t,r,\"y\")],e+r);for(var i=0;i<n.length;i++){var a=n[i];a._module.selectPoints(a,!1)}$(t,n)}function at(t,e,r,n){for(var i,a=0;a<t.length;a++){var o=t[a];e===o.xref&&r===o.yref&&(i?n=G(i=Q(i,o,!!o.subtract)):(i=[o],n=R(o)))}return n}function ot(t,e){for(var r=[],n=t._fullLayout,i=n.selections,a=i.length,o=0;o<a;o++)if(!e||o===n._activeSelectionIndex){var s=i[o];if(s){var l,u,c,f,h,p=s.xref,d=s.yref,v=C(t,p,\"x\"),m=C(t,d,\"y\");if(\"rect\"===s.type){h=[];var x=lt(v,s.x0),b=lt(v,s.x1),_=lt(m,s.y0),w=lt(m,s.y1);h=[[x,_],[x,w],[b,w],[b,_]],l=Math.min(x,b),u=Math.max(x,b),c=Math.min(_,w),f=Math.max(_,w),h.xmin=l,h.xmax=u,h.ymin=c,h.ymax=f,h.xref=p,h.yref=d,h.subtract=!1,h.isRect=!0,r.push(h)}else if(\"path\"===s.type)for(var T=s.path.split(\"Z\"),k=[],A=0;A<T.length;A++){var M=T[A];if(M){M+=\"Z\";var S=g.extractPathCoords(M,y.paramIsX,\"raw\"),E=g.extractPathCoords(M,y.paramIsY,\"raw\");l=1/0,u=-1/0,c=1/0,f=-1/0,h=[];for(var L=0;L<S.length;L++){var P=lt(v,S[L]),O=lt(m,E[L]);h.push([P,O]),l=Math.min(P,l),u=Math.max(P,u),c=Math.min(O,c),f=Math.max(O,f)}h.xmin=l,h.xmax=u,h.ymin=c,h.ymax=f,h.xref=p,h.yref=d,h.subtract=st(h,k),k.push(h),r.push(h)}}}}return r}function st(t,e){for(var r=!1,n=0;n<e.length;n++)for(var a=e[n],o=0;o<t.length;o++)if(i(t[o],a)){r=!r;break}return r}function lt(t,e){return\"date\"===t.type&&(e=e.replace(\"_\",\" \")),\"log\"===t.type?t.c2p(e):t.r2p(e,null,t.calendar)}function ut(t){for(var e=t.length,r=[],n=0;n<e;n++){var i=t[n];r=(r=r.concat(i)).concat([i[0]])}return(a=r).isRect=5===a.length&&a[0][0]===a[4][0]&&a[0][1]===a[4][1]&&a[0][0]===a[1][0]&&a[2][0]===a[3][0]&&a[0][1]===a[3][1]&&a[1][1]===a[2][1]||a[0][1]===a[1][1]&&a[2][1]===a[3][1]&&a[0][0]===a[3][0]&&a[1][0]===a[2][0],a.isRect&&(a.xmin=Math.min(a[0][0],a[2][0]),a.xmax=Math.max(a[0][0],a[2][0]),a.ymin=Math.min(a[0][1],a[2][1]),a.ymax=Math.max(a[0][1],a[2][1])),a;var a}function ct(t){return function(e,r){for(var n,i,a=0;a<t.length;a++){var o=t[a],s=o._id,l=s.charAt(0);if(r.isRect){n||(n={});var u=r[l+\"min\"],c=r[l+\"max\"];void 0!==u&&void 0!==c&&(n[s]=[B(o,u),B(o,c)].sort(S))}else i||(i={}),i[s]=r.map(N(o))}n&&(e.range=n),i&&(e.lassoPoints=i)}}function ft(t,e){e&&(e.selections=(t.layout||{}).selections||[]),t.emit(\"plotly_selected\",e)}function ht(t){t.emit(\"plotly_deselect\",null)}t.exports={reselect:nt,prepSelect:function(t,e,r,n,i){var u=!U(n),c=f(i),g=h(i),y=d(i),x=p(i),b=v(i),w=\"drawcircle\"===i,T=\"drawline\"===i||w,k=n.gd,A=k._fullLayout,S=b&&\"immediate\"===A.newselection.mode&&u,E=A._zoomlayer,C=n.element.getBoundingClientRect(),P=n.plotinfo,O=j(P),F=e-C.left,B=r-C.top;A._calcInverseTransform(k);var N=M.apply3DTransform(A._invTransform)(F,B);F=N[0],B=N[1];var H,q,W,J,K,tt,at,ot=A._invScaleX,st=A._invScaleY,lt=F,pt=B,dt=\"M\"+F+\",\"+B,vt=n.xaxes[0],gt=n.yaxes[0],yt=vt._length,mt=gt._length,xt=t.altKey&&!(p(i)&&y);Z(t,k,n),c&&(H=z([[F,B]],I.BENDPX));var bt=E.selectAll(\"path.select-outline-\"+P.id).data([1]),_t=x?A.newshape:A.newselection;x&&(n.hasText=_t.label.text||_t.label.texttemplate);var wt=x&&!y?_t.fillcolor:\"rgba(0,0,0,0)\",Tt=_t.line.color||(u?s.contrast(k._fullLayout.plot_bgcolor):\"#7f7f7f\");bt.enter().append(\"path\").attr(\"class\",\"select-outline 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n=r(71828),i=r(89298),a=r(63893),o=r(91424),s=r(60165).readPaths,l=r(30477),u=l.getPathString,c=r(37281),f=r(18783).FROM_TL;t.exports=function(t,e,r,h){if(h.selectAll(\".shape-label\").remove(),r.label.text||r.label.texttemplate){var p;if(r.label.texttemplate){var d={};if(\"path\"!==r.type){var v=i.getFromId(t,r.xref),g=i.getFromId(t,r.yref);for(var y in c){var m=c[y](r,v,g);void 0!==m&&(d[y]=m)}}p=n.texttemplateStringForShapes(r.label.texttemplate,{},t._fullLayout._d3locale,d)}else p=r.label.text;var x,b,_,w,T={\"data-index\":e},k=r.label.font,A=h.append(\"g\").attr(T).classed(\"shape-label\",!0).append(\"text\").attr({\"data-notex\":1}).classed(\"shape-label-text\",!0).text(p);if(r.path){var M=u(t,r),S=s(M,t);x=1/0,_=1/0,b=-1/0,w=-1/0;for(var E=0;E<S.length;E++)for(var L=0;L<S[E].length;L++)for(var C=S[E][L],P=1;P<C.length;P+=2){var O=C[P],I=C[P+1];x=Math.min(x,O),b=Math.max(b,O),_=Math.min(_,I),w=Math.max(w,I)}}else{var 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p=2*h*Math.PI/a;f.push([s+u*Math.cos(p),l+c*Math.sin(p)])}return f},e.ellipseOver=function(t){var e=t.x0,r=t.y0,n=t.x1,i=t.y1,a=n-e,s=i-r,l=((e-=a)+n)/2,u=((r-=s)+i)/2;return{x0:l-(a*=o),y0:u-(s*=o),x1:l+a,y1:u+s}},e.fixDatesForPaths=function(t,e,r){var n=\"date\"===e.type,i=\"date\"===r.type;if(!n&&!i)return t;for(var a=0;a<t.length;a++)for(var o=0;o<t[a].length;o++)for(var s=0;s+2<t[a][o].length;s+=2)n&&(t[a][o][s+1]=t[a][o][s+1].replace(\" \",\"_\")),i&&(t[a][o][s+2]=t[a][o][s+2].replace(\" \",\"_\"));return t}},90551:function(t,e,r){\"use strict\";var n=r(64505),i=n.drawMode,a=n.openMode,o=r(89995),s=o.i000,l=o.i090,u=o.i180,c=o.i270,f=o.cos45,h=o.sin45,p=r(75549),d=p.p2r,v=p.r2p,g=r(51873).clearOutline,y=r(60165),m=y.readPaths,x=y.writePaths,b=y.ellipseOver,_=y.fixDatesForPaths;function w(t,e,r){var n,i=t[0][0],o=e.gd,p=i.getAttribute(\"d\"),g=o._fullLayout.newshape,y=e.plotinfo,w=e.isActiveShape,T=y.xaxis,k=y.yaxis,A=!!y.domain||!y.xaxis,M=!!y.domain||!y.yaxis,S=a(r),E=m(p,o,y,w),L={editable:!0,visible:g.visible,name:g.name,showlegend:g.showlegend,legend:g.legend,legendwidth:g.legendwidth,legendgroup:g.legendgroup,legendgrouptitle:{text:g.legendgrouptitle.text,font:g.legendgrouptitle.font},legendrank:g.legendrank,label:g.label,xref:A?\"paper\":T._id,yref:M?\"paper\":k._id,layer:g.layer,opacity:g.opacity,line:{color:g.line.color,width:g.line.width,dash:g.line.dash}};if(S||(L.fillcolor=g.fillcolor,L.fillrule=g.fillrule),1===E.length&&(n=E[0]),n&&5===n.length&&\"drawrect\"===r)L.type=\"rect\",L.x0=n[0][1],L.y0=n[0][2],L.x1=n[2][1],L.y1=n[2][2];else if(n&&\"drawline\"===r)L.type=\"line\",L.x0=n[0][1],L.y0=n[0][2],L.x1=n[1][1],L.y1=n[1][2];else if(n&&\"drawcircle\"===r){L.type=\"circle\";var C=n[s][1],P=n[l][1],O=n[u][1],I=n[c][1],D=n[s][2],z=n[l][2],R=n[u][2],F=n[c][2],B=y.xaxis&&(\"date\"===y.xaxis.type||\"log\"===y.xaxis.type),N=y.yaxis&&(\"date\"===y.yaxis.type||\"log\"===y.yaxis.type);B&&(C=v(y.xaxis,C),P=v(y.xaxis,P),O=v(y.xaxis,O),I=v(y.xaxis,I)),N&&(D=v(y.yaxis,D),z=v(y.yaxis,z),R=v(y.yaxis,R),F=v(y.yaxis,F));var j=(P+I)/2,U=(D+R)/2,V=b({x0:j,y0:U,x1:j+(I-P+O-C)/2*f,y1:U+(F-z+R-D)/2*h});B&&(V.x0=d(y.xaxis,V.x0),V.x1=d(y.xaxis,V.x1)),N&&(V.y0=d(y.yaxis,V.y0),V.y1=d(y.yaxis,V.y1)),L.x0=V.x0,L.y0=V.y0,L.x1=V.x1,L.y1=V.y1}else L.type=\"path\",T&&k&&_(E,T,k),L.path=x(E),n=null;return L}t.exports={newShapes:function(t,e){if(t.length&&t[0][0]){var r=e.gd,n=e.isActiveShape,a=e.dragmode,o=(r.layout||{}).shapes||[];if(!i(a)&&void 0!==n){var s=r._fullLayout._activeShapeIndex;if(s<o.length)switch(r._fullLayout.shapes[s].type){case\"rect\":a=\"drawrect\";break;case\"circle\":a=\"drawcircle\";break;case\"line\":a=\"drawline\";break;case\"path\":var l=o[s].path||\"\";a=\"Z\"===l[l.length-1]?\"drawclosedpath\":\"drawopenpath\"}}var u=w(t,e,a);g(r);for(var c=e.editHelpers,f=(c||{}).modifyItem,h=[],p=0;p<o.length;p++){var d=r._fullLayout.shapes[p];if(h[p]=d._input,void 0!==n&&p===r._fullLayout._activeShapeIndex){var v=u;switch(d.type){case\"line\":case\"rect\":case\"circle\":f(\"x0\",v.x0),f(\"x1\",v.x1),f(\"y0\",v.y0),f(\"y1\",v.y1);break;case\"path\":f(\"path\",v.path)}}}return void 0===n?(h.push(u),h):c?c.getUpdateObj():{}}},createShapeObj:w}},51873:function(t){\"use strict\";t.exports={clearOutlineControllers:function(t){var e=t._fullLayout._zoomlayer;e&&e.selectAll(\".outline-controllers\").remove()},clearOutline:function(t){var e=t._fullLayout._zoomlayer;e&&e.selectAll(\".select-outline\").remove(),t._fullLayout._outlining=!1}}},30477:function(t,e,r){\"use strict\";var n=r(21459),i=r(71828),a=r(89298);e.rangeToShapePosition=function(t){return\"log\"===t.type?t.r2d:function(t){return t}},e.shapePositionToRange=function(t){return\"log\"===t.type?t.d2r:function(t){return t}},e.decodeDate=function(t){return function(e){return e.replace&&(e=e.replace(\"_\",\" \")),t(e)}},e.encodeDate=function(t){return function(e){return t(e).replace(\" \",\"_\")}},e.extractPathCoords=function(t,e,r){var a=[];return t.match(n.segmentRE).forEach((function(t){var o=e[t.charAt(0)].drawn;if(void 0!==o){var s=t.substr(1).match(n.paramRE);if(s&&!(s.length<o)){var l=s[o],u=r?l:i.cleanNumber(l);a.push(u)}}})),a},e.getDataToPixel=function(t,r,n,i){var a,o=t._fullLayout._size;if(r)if(\"domain\"===i)a=function(t){return r._length*(n?1-t:t)+r._offset};else{var s=e.shapePositionToRange(r);a=function(t){return r._offset+r.r2p(s(t,!0))},\"date\"===r.type&&(a=e.decodeDate(a))}else a=n?function(t){return o.t+o.h*(1-t)}:function(t){return o.l+o.w*t};return a},e.getPixelToData=function(t,r,n,i){var a,o=t._fullLayout._size;if(r)if(\"domain\"===i)a=function(t){var e=(t-r._offset)/r._length;return n?1-e:e};else{var s=e.rangeToShapePosition(r);a=function(t){return s(r.p2r(t-r._offset))}}else a=n?function(t){return 1-(t-o.t)/o.h}:function(t){return(t-o.l)/o.w};return a},e.roundPositionForSharpStrokeRendering=function(t,e){var r=1===Math.round(e%2),n=Math.round(t);return r?n+.5:n},e.makeShapesOptionsAndPlotinfo=function(t,e){var r=t._fullLayout.shapes[e]||{},n=t._fullLayout._plots[r.xref+r.yref];return n?n._hadPlotinfo=!0:(n={},r.xref&&\"paper\"!==r.xref&&(n.xaxis=t._fullLayout[r.xref+\"axis\"]),r.yref&&\"paper\"!==r.yref&&(n.yaxis=t._fullLayout[r.yref+\"axis\"])),n.xsizemode=r.xsizemode,n.ysizemode=r.ysizemode,n.xanchor=r.xanchor,n.yanchor=r.yanchor,{options:r,plotinfo:n}},e.makeSelectionsOptionsAndPlotinfo=function(t,e){var r=t._fullLayout.selections[e]||{},n=t._fullLayout._plots[r.xref+r.yref];return n?n._hadPlotinfo=!0:(n={},r.xref&&(n.xaxis=t._fullLayout[r.xref+\"axis\"]),r.yref&&(n.yaxis=t._fullLayout[r.yref+\"axis\"])),{options:r,plotinfo:n}},e.getPathString=function(t,r){var o,s,l,u,c,f,h,p,d=r.type,v=a.getRefType(r.xref),g=a.getRefType(r.yref),y=a.getFromId(t,r.xref),m=a.getFromId(t,r.yref),x=t._fullLayout._size;if(y?\"domain\"===v?s=function(t){return y._offset+y._length*t}:(o=e.shapePositionToRange(y),s=function(t){return y._offset+y.r2p(o(t,!0))}):s=function(t){return x.l+x.w*t},m?\"domain\"===g?u=function(t){return m._offset+m._length*(1-t)}:(l=e.shapePositionToRange(m),u=function(t){return m._offset+m.r2p(l(t,!0))}):u=function(t){return x.t+x.h*(1-t)},\"path\"===d)return y&&\"date\"===y.type&&(s=e.decodeDate(s)),m&&\"date\"===m.type&&(u=e.decodeDate(u)),function(t,e,r){var a=t.path,o=t.xsizemode,s=t.ysizemode,l=t.xanchor,u=t.yanchor;return a.replace(n.segmentRE,(function(t){var a=0,c=t.charAt(0),f=n.paramIsX[c],h=n.paramIsY[c],p=n.numParams[c],d=t.substr(1).replace(n.paramRE,(function(t){return f[a]?t=\"pixel\"===o?e(l)+Number(t):e(t):h[a]&&(t=\"pixel\"===s?r(u)-Number(t):r(t)),++a>p&&(t=\"X\"),t}));return a>p&&(d=d.replace(/[\\s,]*X.*/,\"\"),i.log(\"Ignoring extra params in segment \"+t)),c+d}))}(r,s,u);if(\"pixel\"===r.xsizemode){var b=s(r.xanchor);c=b+r.x0,f=b+r.x1}else c=s(r.x0),f=s(r.x1);if(\"pixel\"===r.ysizemode){var _=u(r.yanchor);h=_-r.y0,p=_-r.y1}else h=u(r.y0),p=u(r.y1);if(\"line\"===d)return\"M\"+c+\",\"+h+\"L\"+f+\",\"+p;if(\"rect\"===d)return\"M\"+c+\",\"+h+\"H\"+f+\"V\"+p+\"H\"+c+\"Z\";var w=(c+f)/2,T=(h+p)/2,k=Math.abs(w-c),A=Math.abs(T-h),M=\"A\"+k+\",\"+A,S=w+k+\",\"+T;return\"M\"+S+M+\" 0 1,1 \"+w+\",\"+(T-A)+M+\" 0 0,1 \"+S+\"Z\"}},89853:function(t,e,r){\"use strict\";var n=r(34031);t.exports={moduleType:\"component\",name:\"shapes\",layoutAttributes:r(89827),supplyLayoutDefaults:r(84726),supplyDrawNewShapeDefaults:r(45547),includeBasePlot:r(76325)(\"shapes\"),calcAutorange:r(5627),draw:n.draw,drawOne:n.drawOne}},37281:function(t){\"use strict\";function e(t,e){return e?e.d2l(t):t}function r(t,e){return e?e.l2d(t):t}function n(t,r){return e(t.x1,r)-e(t.x0,r)}function i(t,r,n){return e(t.y1,n)-e(t.y0,n)}t.exports={x0:function(t){return t.x0},x1:function(t){return t.x1},y0:function(t){return t.y0},y1:function(t){return t.y1},slope:function(t,e,r){return\"line\"!==t.type?void 0:i(t,0,r)/n(t,e)},dx:n,dy:i,width:function(t,e){return Math.abs(n(t,e))},height:function(t,e,r){return Math.abs(i(t,0,r))},length:function(t,e,r){return\"line\"!==t.type?void 0:Math.sqrt(Math.pow(n(t,e),2)+Math.pow(i(t,0,r),2))},xcenter:function(t,n){return r((e(t.x1,n)+e(t.x0,n))/2,n)},ycenter:function(t,n,i){return r((e(t.y1,i)+e(t.y0,i))/2,i)}}},75067:function(t,e,r){\"use 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n=r(41940),i=r(35025),a=r(1426).extendDeepAll,o=r(30962).overrideAll,s=r(85594),l=r(44467).templatedArray,u=r(98292),c=l(\"step\",{visible:{valType:\"boolean\",dflt:!0},method:{valType:\"enumerated\",values:[\"restyle\",\"relayout\",\"animate\",\"update\",\"skip\"],dflt:\"restyle\"},args:{valType:\"info_array\",freeLength:!0,items:[{valType:\"any\"},{valType:\"any\"},{valType:\"any\"}]},label:{valType:\"string\"},value:{valType:\"string\"},execute:{valType:\"boolean\",dflt:!0}});t.exports=o(l(\"slider\",{visible:{valType:\"boolean\",dflt:!0},active:{valType:\"number\",min:0,dflt:0},steps:c,lenmode:{valType:\"enumerated\",values:[\"fraction\",\"pixels\"],dflt:\"fraction\"},len:{valType:\"number\",min:0,dflt:1},x:{valType:\"number\",min:-2,max:3,dflt:0},pad:a(i({editType:\"arraydraw\"}),{},{t:{dflt:20}}),xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"left\"},y:{valType:\"number\",min:-2,max:3,dflt:0},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],dflt:\"top\"},transition:{duration:{valType:\"number\",min:0,dflt:150},easing:{valType:\"enumerated\",values:s.transition.easing.values,dflt:\"cubic-in-out\"}},currentvalue:{visible:{valType:\"boolean\",dflt:!0},xanchor:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],dflt:\"left\"},offset:{valType:\"number\",dflt:10},prefix:{valType:\"string\"},suffix:{valType:\"string\"},font:n({})},font:n({}),activebgcolor:{valType:\"color\",dflt:u.gripBgActiveColor},bgcolor:{valType:\"color\",dflt:u.railBgColor},bordercolor:{valType:\"color\",dflt:u.railBorderColor},borderwidth:{valType:\"number\",min:0,dflt:u.railBorderWidth},ticklen:{valType:\"number\",min:0,dflt:u.tickLength},tickcolor:{valType:\"color\",dflt:u.tickColor},tickwidth:{valType:\"number\",min:0,dflt:1},minorticklen:{valType:\"number\",min:0,dflt:u.minorTickLength}}),\"arraydraw\",\"from-root\")},98292:function(t){\"use 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n.coerce(t,e,s,r,i)}if(\"skip\"===t.method||Array.isArray(t.args)?r(\"visible\"):e.visible=!1){r(\"method\"),r(\"args\");var i=r(\"label\",\"step-\"+e._index);r(\"value\",i),r(\"execute\")}}t.exports=function(t,e){i(t,e,{name:o,handleItemDefaults:l})}},44504:function(t,e,r){\"use strict\";var n=r(39898),i=r(74875),a=r(7901),o=r(91424),s=r(71828),l=s.strTranslate,u=r(63893),c=r(44467).arrayEditor,f=r(98292),h=r(18783),p=h.LINE_SPACING,d=h.FROM_TL,v=h.FROM_BR;function g(t){return f.autoMarginIdRoot+t._index}function y(t){return t._index}function m(t,e){var r=o.tester.selectAll(\"g.\"+f.labelGroupClass).data(e._visibleSteps);r.enter().append(\"g\").classed(f.labelGroupClass,!0);var a=0,l=0;r.each((function(t){var r=_(n.select(this),{step:t},e).node();if(r){var i=o.bBox(r);l=Math.max(l,i.height),a=Math.max(a,i.width)}})),r.remove();var c=e._dims={};c.inputAreaWidth=Math.max(f.railWidth,f.gripHeight);var h=t._fullLayout._size;c.lx=h.l+h.w*e.x,c.ly=h.t+h.h*(1-e.y),\"fraction\"===e.lenmode?c.outerLength=Math.round(h.w*e.len):c.outerLength=e.len,c.inputAreaStart=0,c.inputAreaLength=Math.round(c.outerLength-e.pad.l-e.pad.r);var p=(c.inputAreaLength-2*f.stepInset)/(e._stepCount-1),y=a+f.labelPadding;if(c.labelStride=Math.max(1,Math.ceil(y/p)),c.labelHeight=l,c.currentValueMaxWidth=0,c.currentValueHeight=0,c.currentValueTotalHeight=0,c.currentValueMaxLines=1,e.currentvalue.visible){var m=o.tester.append(\"g\");r.each((function(t){var r=x(m,e,t.label),n=r.node()&&o.bBox(r.node())||{width:0,height:0},i=u.lineCount(r);c.currentValueMaxWidth=Math.max(c.currentValueMaxWidth,Math.ceil(n.width)),c.currentValueHeight=Math.max(c.currentValueHeight,Math.ceil(n.height)),c.currentValueMaxLines=Math.max(c.currentValueMaxLines,i)})),c.currentValueTotalHeight=c.currentValueHeight+e.currentvalue.offset,m.remove()}c.height=c.currentValueTotalHeight+f.tickOffset+e.ticklen+f.labelOffset+c.labelHeight+e.pad.t+e.pad.b;var b=\"left\";s.isRightAnchor(e)&&(c.lx-=c.outerLength,b=\"right\"),s.isCenterAnchor(e)&&(c.lx-=c.outerLength/2,b=\"center\");var w=\"top\";s.isBottomAnchor(e)&&(c.ly-=c.height,w=\"bottom\"),s.isMiddleAnchor(e)&&(c.ly-=c.height/2,w=\"middle\"),c.outerLength=Math.ceil(c.outerLength),c.height=Math.ceil(c.height),c.lx=Math.round(c.lx),c.ly=Math.round(c.ly);var T={y:e.y,b:c.height*v[w],t:c.height*d[w]};\"fraction\"===e.lenmode?(T.l=0,T.xl=e.x-e.len*d[b],T.r=0,T.xr=e.x+e.len*v[b]):(T.x=e.x,T.l=c.outerLength*d[b],T.r=c.outerLength*v[b]),i.autoMargin(t,g(e),T)}function x(t,e,r){if(e.currentvalue.visible){var n,i,a=e._dims;switch(e.currentvalue.xanchor){case\"right\":n=a.inputAreaLength-f.currentValueInset-a.currentValueMaxWidth,i=\"left\";break;case\"center\":n=.5*a.inputAreaLength,i=\"middle\";break;default:n=f.currentValueInset,i=\"left\"}var l=s.ensureSingle(t,\"text\",f.labelClass,(function(t){t.attr({\"text-anchor\":i,\"data-notex\":1})})),c=e.currentvalue.prefix?e.currentvalue.prefix:\"\";if(\"string\"==typeof r)c+=r;else{var h=e.steps[e.active].label,d=e._gd._fullLayout._meta;d&&(h=s.templateString(h,d)),c+=h}e.currentvalue.suffix&&(c+=e.currentvalue.suffix),l.call(o.font,e.currentvalue.font).text(c).call(u.convertToTspans,e._gd);var v=u.lineCount(l),g=(a.currentValueMaxLines+1-v)*e.currentvalue.font.size*p;return 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a=Math.round(n*(r._stepCount-1)),o=r._visibleSteps[a]._index;o!==r.active&&k(t,e,r,o,!0,i)}function k(t,e,r,n,a,o){var s=r.active;r.active=n,c(t.layout,f.name,r).applyUpdate(\"active\",n);var l=r.steps[r.active];e.call(S,r,o),e.call(x,r),t.emit(\"plotly_sliderchange\",{slider:r,step:r.steps[r.active],interaction:a,previousActive:s}),l&&l.method&&a&&(e._nextMethod?(e._nextMethod.step=l,e._nextMethod.doCallback=a,e._nextMethod.doTransition=o):(e._nextMethod={step:l,doCallback:a,doTransition:o},e._nextMethodRaf=window.requestAnimationFrame((function(){var r=e._nextMethod.step;r.method&&(r.execute&&i.executeAPICommand(t,r.method,r.args),e._nextMethod=null,e._nextMethodRaf=null)}))))}function A(t,e,r){if(!e._context.staticPlot){var i=r.node(),o=n.select(e);t.on(\"mousedown\",l),t.on(\"touchstart\",l)}function s(){return r.data()[0]}function l(){var t=s();e.emit(\"plotly_sliderstart\",{slider:t});var l=r.select(\".\"+f.gripRectClass);n.event.stopPropagation(),n.event.preventDefault(),l.call(a.fill,t.activebgcolor);var u=L(t,n.mouse(i)[0]);function c(){var t=s(),a=L(t,n.mouse(i)[0]);T(e,r,t,a,!1)}function h(){var t=s();t._dragging=!1,l.call(a.fill,t.bgcolor),o.on(\"mouseup\",null),o.on(\"mousemove\",null),o.on(\"touchend\",null),o.on(\"touchmove\",null),e.emit(\"plotly_sliderend\",{slider:t,step:t.steps[t.active]})}T(e,r,t,u,!0),t._dragging=!0,o.on(\"mousemove\",c),o.on(\"touchmove\",c),o.on(\"mouseup\",h),o.on(\"touchend\",h)}}function M(t,e){var r=t.selectAll(\"rect.\"+f.tickRectClass).data(e._visibleSteps),i=e._dims;r.enter().append(\"rect\").classed(f.tickRectClass,!0),r.exit().remove(),r.attr({width:e.tickwidth+\"px\",\"shape-rendering\":\"crispEdges\"}),r.each((function(t,r){var s=r%i.labelStride==0,l=n.select(this);l.attr({height:s?e.ticklen:e.minorticklen}).call(a.fill,e.tickcolor),o.setTranslate(l,E(e,r/(e._stepCount-1))-.5*e.tickwidth,(s?f.tickOffset:f.minorTickOffset)+i.currentValueTotalHeight)}))}function S(t,e,r){for(var n=t.select(\"rect.\"+f.gripRectClass),i=0,a=0;a<e._stepCount;a++)if(e._visibleSteps[a]._index===e.active){i=a;break}var o=E(e,i/(e._stepCount-1));if(!e._invokingCommand){var s=n;r&&e.transition.duration>0&&(s=s.transition().duration(e.transition.duration).ease(e.transition.easing)),s.attr(\"transform\",l(o-.5*f.gripWidth,e._dims.currentValueTotalHeight))}}function E(t,e){var r=t._dims;return r.inputAreaStart+f.stepInset+(r.inputAreaLength-2*f.stepInset)*Math.min(1,Math.max(0,e))}function L(t,e){var r=t._dims;return Math.min(1,Math.max(0,(e-f.stepInset-r.inputAreaStart)/(r.inputAreaLength-2*f.stepInset-2*r.inputAreaStart)))}function C(t,e,r){var 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s(t,e,r){this.gd=t,this.container=e,this.id=r,this.position=null,this.translateX=null,this.translateY=null,this.hbar=null,this.vbar=null,this.bg=this.container.selectAll(\"rect.scrollbox-bg\").data([0]),this.bg.exit().on(\".drag\",null).on(\"wheel\",null).remove(),this.bg.enter().append(\"rect\").classed(\"scrollbox-bg\",!0).style(\"pointer-events\",\"all\").attr({opacity:0,x:0,y:0,width:0,height:0})}s.barWidth=2,s.barLength=20,s.barRadius=2,s.barPad=1,s.barColor=\"#808BA4\",s.prototype.enable=function(t,e,r){var o=this.gd._fullLayout,l=o.width,u=o.height;this.position=t;var c,f,h,p,d=this.position.l,v=this.position.w,g=this.position.t,y=this.position.h,m=this.position.direction,x=\"down\"===m,b=\"left\"===m,_=\"up\"===m,w=v,T=y;x||b||\"right\"===m||_||(this.position.direction=\"down\",x=!0),x||_?(f=(c=d)+w,x?(h=g,T=(p=Math.min(h+T,u))-h):T=(p=g+T)-(h=Math.max(p-T,0))):(p=(h=g)+T,b?w=(f=d+w)-(c=Math.max(f-w,0)):(c=d,w=(f=Math.min(c+w,l))-c)),this._box={l:c,t:h,w:w,h:T};var k=v>w,A=s.barLength+2*s.barPad,M=s.barWidth+2*s.barPad,S=d,E=g+y;E+M>u&&(E=u-M);var L=this.container.selectAll(\"rect.scrollbar-horizontal\").data(k?[0]:[]);L.exit().on(\".drag\",null).remove(),L.enter().append(\"rect\").classed(\"scrollbar-horizontal\",!0).call(i.fill,s.barColor),k?(this.hbar=L.attr({rx:s.barRadius,ry:s.barRadius,x:S,y:E,width:A,height:M}),this._hbarXMin=S+A/2,this._hbarTranslateMax=w-A):(delete this.hbar,delete this._hbarXMin,delete this._hbarTranslateMax);var C=y>T,P=s.barWidth+2*s.barPad,O=s.barLength+2*s.barPad,I=d+v,D=g;I+P>l&&(I=l-P);var z=this.container.selectAll(\"rect.scrollbar-vertical\").data(C?[0]:[]);z.exit().on(\".drag\",null).remove(),z.enter().append(\"rect\").classed(\"scrollbar-vertical\",!0).call(i.fill,s.barColor),C?(this.vbar=z.attr({rx:s.barRadius,ry:s.barRadius,x:I,y:D,width:P,height:O}),this._vbarYMin=D+O/2,this._vbarTranslateMax=T-O):(delete this.vbar,delete this._vbarYMin,delete this._vbarTranslateMax);var R=this.id,F=c-.5,B=C?f+P+.5:f+.5,N=h-.5,j=k?p+M+.5:p+.5,U=o._topdefs.selectAll(\"#\"+R).data(k||C?[0]:[]);if(U.exit().remove(),U.enter().append(\"clipPath\").attr(\"id\",R).append(\"rect\"),k||C?(this._clipRect=U.select(\"rect\").attr({x:Math.floor(F),y:Math.floor(N),width:Math.ceil(B)-Math.floor(F),height:Math.ceil(j)-Math.floor(N)}),this.container.call(a.setClipUrl,R,this.gd),this.bg.attr({x:d,y:g,width:v,height:y})):(this.bg.attr({width:0,height:0}),this.container.on(\"wheel\",null).on(\".drag\",null).call(a.setClipUrl,null),delete this._clipRect),k||C){var V=n.behavior.drag().on(\"dragstart\",(function(){n.event.sourceEvent.preventDefault()})).on(\"drag\",this._onBoxDrag.bind(this));this.container.on(\"wheel\",null).on(\"wheel\",this._onBoxWheel.bind(this)).on(\".drag\",null).call(V);var H=n.behavior.drag().on(\"dragstart\",(function(){n.event.sourceEvent.preventDefault(),n.event.sourceEvent.stopPropagation()})).on(\"drag\",this._onBarDrag.bind(this));k&&this.hbar.on(\".drag\",null).call(H),C&&this.vbar.on(\".drag\",null).call(H)}this.setTranslate(e,r)},s.prototype.disable=function(){(this.hbar||this.vbar)&&(this.bg.attr({width:0,height:0}),this.container.on(\"wheel\",null).on(\".drag\",null).call(a.setClipUrl,null),delete this._clipRect),this.hbar&&(this.hbar.on(\".drag\",null),this.hbar.remove(),delete this.hbar,delete this._hbarXMin,delete this._hbarTranslateMax),this.vbar&&(this.vbar.on(\".drag\",null),this.vbar.remove(),delete this.vbar,delete this._vbarYMin,delete this._vbarTranslateMax)},s.prototype._onBoxDrag=function(){var t=this.translateX,e=this.translateY;this.hbar&&(t-=n.event.dx),this.vbar&&(e-=n.event.dy),this.setTranslate(t,e)},s.prototype._onBoxWheel=function(){var t=this.translateX,e=this.translateY;this.hbar&&(t+=n.event.deltaY),this.vbar&&(e+=n.event.deltaY),this.setTranslate(t,e)},s.prototype._onBarDrag=function(){var t=this.translateX,e=this.translateY;if(this.hbar){var r=t+this._hbarXMin,i=r+this._hbarTranslateMax;t=(o.constrain(n.event.x,r,i)-r)/(i-r)*(this.position.w-this._box.w)}if(this.vbar){var a=e+this._vbarYMin,s=a+this._vbarTranslateMax;e=(o.constrain(n.event.y,a,s)-a)/(s-a)*(this.position.h-this._box.h)}this.setTranslate(t,e)},s.prototype.setTranslate=function(t,e){var r=this.position.w-this._box.w,n=this.position.h-this._box.h;if(t=o.constrain(t||0,0,r),e=o.constrain(e||0,0,n),this.translateX=t,this.translateY=e,this.container.call(a.setTranslate,this._box.l-this.position.l-t,this._box.t-this.position.t-e),this._clipRect&&this._clipRect.attr({x:Math.floor(this.position.l+t-.5),y:Math.floor(this.position.t+e-.5)}),this.hbar){var i=t/r;this.hbar.call(a.setTranslate,t+i*this._hbarTranslateMax,e)}if(this.vbar){var 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st=[2,5,10],lt=[1,2,3,6,12],ut=[1,2,5,10,15,30],ct=[1,2,3,7,14],ft=[-.046,0,.301,.477,.602,.699,.778,.845,.903,.954,1],ht=[-.301,0,.301,.699,1],pt=[15,30,45,90,180];function dt(t,e,r){return e*s.roundUp(t/e,r)}function vt(t){var e=t.dtick;if(t._tickexponent=0,i(e)||\"string\"==typeof e||(e=1),\"category\"!==t.type&&\"multicategory\"!==t.type||(t._tickround=null),\"date\"===t.type){var r=t.r2l(t.tick0),n=t.l2r(r).replace(/(^-|i)/g,\"\"),a=n.length;if(\"M\"===String(e).charAt(0))a>10||\"01-01\"!==n.substr(5)?t._tickround=\"d\":t._tickround=+e.substr(1)%12==0?\"y\":\"m\";else if(e>=M&&a<=10||e>=15*M)t._tickround=\"d\";else if(e>=L&&a<=16||e>=E)t._tickround=\"M\";else if(e>=C&&a<=19||e>=L)t._tickround=\"S\";else{var o=t.l2r(r+e).replace(/^-/,\"\").length;t._tickround=Math.max(a,o)-20,t._tickround<0&&(t._tickround=4)}}else if(i(e)||\"L\"===e.charAt(0)){var s=t.range.map(t.r2d||Number);i(e)||(e=Number(e.substr(1))),t._tickround=2-Math.floor(Math.log(e)/Math.LN10+.01);var 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t.append(\"path\").attr(\"class\",\"zoombox-corners\").style({fill:f.background,stroke:f.defaultLine,\"stroke-width\":1,opacity:0}).attr(\"transform\",u(e,r)).attr(\"d\",\"M0,0Z\")}function U(t,e,r,n,i,a){t.attr(\"d\",n+\"M\"+r.l+\",\"+r.t+\"v\"+r.h+\"h\"+r.w+\"v-\"+r.h+\"h-\"+r.w+\"Z\"),V(t,e,i,a)}function V(t,e,r,n){r||(t.transition().style(\"fill\",n>.2?\"rgba(0,0,0,0.4)\":\"rgba(255,255,255,0.3)\").duration(200),e.transition().style(\"opacity\",1).duration(200))}function H(t){n.select(t).selectAll(\".zoombox,.js-zoombox-backdrop,.js-zoombox-menu,.zoombox-corners\").remove()}function q(t){O&&t.data&&t._context.showTips&&(i.notifier(i._(t,\"Double-click to zoom back out\"),\"long\"),O=!1)}function G(t){var e=Math.floor(Math.min(t.b-t.t,t.r-t.l,P)/2);return\"M\"+(t.l-3.5)+\",\"+(t.t-.5+e)+\"h3v\"+-e+\"h\"+e+\"v-3h-\"+(e+3)+\"ZM\"+(t.r+3.5)+\",\"+(t.t-.5+e)+\"h-3v\"+-e+\"h\"+-e+\"v-3h\"+(e+3)+\"ZM\"+(t.r+3.5)+\",\"+(t.b+.5-e)+\"h-3v\"+e+\"h\"+-e+\"v3h\"+(e+3)+\"ZM\"+(t.l-3.5)+\",\"+(t.b+.5-e)+\"h3v\"+e+\"h\"+e+\"v3h-\"+(e+3)+\"Z\"}function Z(t,e,r,n,a){for(var o,s,l,u,c=!1,f={},h={},p=(a||{}).xaHash,d=(a||{}).yaHash,v=0;v<e.length;v++){var g=e[v];for(o in r)if(g[o]){for(l in g)a&&(p[l]||d[l])||(\"x\"===l.charAt(0)?r:n)[l]||(f[l]=o);for(s in n)a&&(p[s]||d[s])||!g[s]||(c=!0)}for(s in n)if(g[s])for(u in g)a&&(p[u]||d[u])||(\"x\"===u.charAt(0)?r:n)[u]||(h[u]=s)}c&&(i.extendFlat(f,h),h={});var y={},m=[];for(l in f){var x=k(t,l);m.push(x),y[x._id]=x}var b={},_=[];for(u in h){var w=k(t,u);_.push(w),b[w._id]=w}return{xaHash:y,yaHash:b,xaxes:m,yaxes:_,xLinks:f,yLinks:h,isSubplotConstrained:c}}function Y(t,e){if(s){var r=void 0!==t.onwheel?\"wheel\":\"mousewheel\";t._onwheel&&t.removeEventListener(r,t._onwheel),t._onwheel=e,t.addEventListener(r,e,{passive:!1})}else void 0!==t.onwheel?t.onwheel=e:void 0!==t.onmousewheel?t.onmousewheel=e:t.isAddedWheelEvent||(t.isAddedWheelEvent=!0,t.addEventListener(\"wheel\",e,{passive:!1}))}function W(t){var e=[];for(var r in t)e.push(t[r]);return e}t.exports={makeDragBox:function(t,e,r,s,u,f,v,y){var O,I,V,X,J,K,$,Q,tt,et,rt,nt,it,at,ot,st,lt,ut,ct,ft,ht,pt,dt,vt=t._fullLayout._zoomlayer,gt=v+y===\"nsew\",yt=1===(v+y).length;function mt(){if(O=e.xaxis,I=e.yaxis,tt=O._length,et=I._length,$=O._offset,Q=I._offset,(V={})[O._id]=O,(X={})[I._id]=I,v&&y)for(var r=e.overlays,n=0;n<r.length;n++){var i=r[n].xaxis;V[i._id]=i;var a=r[n].yaxis;X[a._id]=a}J=W(V),K=W(X),it=z(J,y),at=z(K,v),ot=!at&&!it,nt=Z(t,t._fullLayout._axisMatchGroups,V,X);var o=(rt=Z(t,t._fullLayout._axisConstraintGroups,V,X,nt)).isSubplotConstrained||nt.isSubplotConstrained;st=y||o,lt=v||o;var s=t._fullLayout;ut=s._has(\"scattergl\"),ct=s._has(\"splom\"),ft=s._has(\"svg\")}r+=e.yaxis._shift,mt();var xt=function(t,e,r){return t?\"nsew\"===t?r?\"\":\"pan\"===e?\"move\":\"crosshair\":t.toLowerCase()+\"-resize\":\"pointer\"}(at+it,t._fullLayout.dragmode,gt),bt=D(e,v+y+\"drag\",xt,r,s,u,f);if(ot&&!gt)return bt.onmousedown=null,bt.style.pointerEvents=\"none\",bt;var _t,wt,Tt,kt,At,Mt,St,Et,Lt,Ct,Pt={element:bt,gd:t,plotinfo:e};function Ot(){Pt.plotinfo.selection=!1,M(t)}function It(t,r){var i=Pt.gd;if(i._fullLayout._activeShapeIndex>=0)i._fullLayout._deactivateShape(i);else{var o=i._fullLayout.clickmode;if(H(i),2!==t||yt||qt(),gt)o.indexOf(\"select\")>-1&&S(r,i,J,K,e.id,Pt),o.indexOf(\"event\")>-1&&p.click(i,r,e.id);else if(1===t&&yt){var s=v?I:O,u=\"s\"===v||\"w\"===y?0:1,f=s._name+\".range[\"+u+\"]\",h=function(t,e){var r,n=t.range[e],i=Math.abs(n-t.range[1-e]);return\"date\"===t.type?n:\"log\"===t.type?(r=Math.ceil(Math.max(0,-Math.log(i)/Math.LN10))+3,a(\".\"+r+\"g\")(Math.pow(10,n))):(r=Math.floor(Math.log(Math.abs(n))/Math.LN10)-Math.floor(Math.log(i)/Math.LN10)+4,a(\".\"+String(r)+\"g\")(n))}(s,u),d=\"left\",g=\"middle\";if(s.fixedrange)return;v?(g=\"n\"===v?\"top\":\"bottom\",\"right\"===s.side&&(d=\"right\")):\"e\"===y&&(d=\"right\"),i._context.showAxisRangeEntryBoxes&&n.select(bt).call(c.makeEditable,{gd:i,immediate:!0,background:i._fullLayout.paper_bgcolor,text:String(h),fill:s.tickfont?s.tickfont.color:\"#444\",horizontalAlign:d,verticalAlign:g}).on(\"edit\",(function(t){var e=s.d2r(t);void 0!==e&&l.call(\"_guiRelayout\",i,f,e)}))}}}function Dt(e,r){if(t._transitioningWithDuration)return!1;var n=Math.max(0,Math.min(tt,pt*e+_t)),i=Math.max(0,Math.min(et,dt*r+wt)),a=Math.abs(n-_t),o=Math.abs(i-wt);function s(){St=\"\",Tt.r=Tt.l,Tt.t=Tt.b,Lt.attr(\"d\",\"M0,0Z\")}if(Tt.l=Math.min(_t,n),Tt.r=Math.max(_t,n),Tt.t=Math.min(wt,i),Tt.b=Math.max(wt,i),rt.isSubplotConstrained)a>P||o>P?(St=\"xy\",a/tt>o/et?(o=a*et/tt,wt>i?Tt.t=wt-o:Tt.b=wt+o):(a=o*tt/et,_t>n?Tt.l=_t-a:Tt.r=_t+a),Lt.attr(\"d\",G(Tt))):s();else if(nt.isSubplotConstrained)if(a>P||o>P){St=\"xy\";var l=Math.min(Tt.l/tt,(et-Tt.b)/et),u=Math.max(Tt.r/tt,(et-Tt.t)/et);Tt.l=l*tt,Tt.r=u*tt,Tt.b=(1-l)*et,Tt.t=(1-u)*et,Lt.attr(\"d\",G(Tt))}else s();else!at||o<Math.min(Math.max(.6*a,C),P)?a<C||!it?s():(Tt.t=0,Tt.b=et,St=\"x\",Lt.attr(\"d\",function(t,e){return\"M\"+(t.l-.5)+\",\"+(e-P-.5)+\"h-3v\"+(2*P+1)+\"h3ZM\"+(t.r+.5)+\",\"+(e-P-.5)+\"h3v\"+(2*P+1)+\"h-3Z\"}(Tt,wt))):!it||a<Math.min(.6*o,P)?(Tt.l=0,Tt.r=tt,St=\"y\",Lt.attr(\"d\",function(t,e){return\"M\"+(e-P-.5)+\",\"+(t.t-.5)+\"v-3h\"+(2*P+1)+\"v3ZM\"+(e-P-.5)+\",\"+(t.b+.5)+\"v3h\"+(2*P+1)+\"v-3Z\"}(Tt,_t))):(St=\"xy\",Lt.attr(\"d\",G(Tt)));Tt.w=Tt.r-Tt.l,Tt.h=Tt.b-Tt.t,St&&(Ct=!0),t._dragged=Ct,U(Et,Lt,Tt,At,Mt,kt),zt(),t.emit(\"plotly_relayouting\",ht),Mt=!0}function zt(){ht={},\"xy\"!==St&&\"x\"!==St||(R(J,Tt.l/tt,Tt.r/tt,ht,rt.xaxes),Vt(\"x\",ht)),\"xy\"!==St&&\"y\"!==St||(R(K,(et-Tt.b)/et,(et-Tt.t)/et,ht,rt.yaxes),Vt(\"y\",ht))}function Rt(){zt(),H(t),Gt(),q(t)}Pt.prepFn=function(e,r,n){var a=Pt.dragmode,s=t._fullLayout.dragmode;s!==a&&(Pt.dragmode=s),mt(),pt=t._fullLayout._invScaleX,dt=t._fullLayout._invScaleY,ot||(gt?e.shiftKey?\"pan\"===s?s=\"zoom\":m(s)||(s=\"pan\"):e.ctrlKey&&(s=\"pan\"):s=\"pan\"),x(s)?Pt.minDrag=1:Pt.minDrag=void 0,m(s)?(Pt.xaxes=J,Pt.yaxes=K,A(e,r,n,Pt,s)):(Pt.clickFn=It,m(a)&&Ot(),ot||(\"zoom\"===s?(Pt.moveFn=Dt,Pt.doneFn=Rt,Pt.minDrag=1,function(e,r,n){var a=bt.getBoundingClientRect();_t=r-a.left,wt=n-a.top,t._fullLayout._calcInverseTransform(t);var s=i.apply3DTransform(t._fullLayout._invTransform)(_t,wt);_t=s[0],wt=s[1],Tt={l:_t,r:_t,w:0,t:wt,b:wt,h:0},kt=t._hmpixcount?t._hmlumcount/t._hmpixcount:o(t._fullLayout.plot_bgcolor).getLuminance(),Mt=!1,St=\"xy\",Ct=!1,Et=N(vt,kt,$,Q,At=\"M0,0H\"+tt+\"V\"+et+\"H0V0\"),Lt=j(vt,$,Q)}(0,r,n)):\"pan\"===s&&(Pt.moveFn=Ut,Pt.doneFn=Gt))),t._fullLayout._redrag=function(){var e=t._dragdata;if(e&&e.element===bt){var r=t._fullLayout.dragmode;m(r)||(mt(),Zt([0,0,tt,et]),Pt.moveFn(e.dx,e.dy))}}},g.init(Pt);var Ft=[0,0,tt,et],Bt=null,Nt=L.REDRAWDELAY,jt=e.mainplot?t._fullLayout._plots[e.mainplot]:e;function Ut(e,r){if(e*=pt,r*=dt,!t._transitioningWithDuration){if(t._fullLayout._replotting=!0,\"ew\"===it||\"ns\"===at){var n=it?-e:0,i=at?-r:0;if(nt.isSubplotConstrained){if(it&&at){var a=(e/tt-r/et)/2;n=-(e=a*tt),i=-(r=-a*et)}at?n=-i*tt/et:i=-n*et/tt}return it&&(F(J,e),Vt(\"x\")),at&&(F(K,r),Vt(\"y\")),Zt([n,i,tt,et]),Ht(),void t.emit(\"plotly_relayouting\",ht)}var o,s,l=\"w\"===it==(\"n\"===at)?1:-1;if(it&&at&&(rt.isSubplotConstrained||nt.isSubplotConstrained)){var u=(e/tt+l*r/et)/2;e=u*tt,r=l*u*et}if(\"w\"===it?e=p(J,0,e):\"e\"===it?e=p(J,1,-e):it||(e=0),\"n\"===at?r=p(K,1,r):\"s\"===at?r=p(K,0,-r):at||(r=0),o=\"w\"===it?e:0,s=\"n\"===at?r:0,rt.isSubplotConstrained&&!nt.isSubplotConstrained||nt.isSubplotConstrained&&it&&at&&l>0){var c;if(nt.isSubplotConstrained||!it&&1===at.length){for(c=0;c<J.length;c++)J[c].range=J[c]._r.slice(),E(J[c],1-r/et);o=(e=r*tt/et)/2}if(nt.isSubplotConstrained||!at&&1===it.length){for(c=0;c<K.length;c++)K[c].range=K[c]._r.slice(),E(K[c],1-e/tt);s=(r=e*et/tt)/2}}nt.isSubplotConstrained&&at||Vt(\"x\"),nt.isSubplotConstrained&&it||Vt(\"y\");var f=tt-e,h=et-r;!nt.isSubplotConstrained||it&&at||(it?(s=o?0:e*et/tt,h=f*et/tt):(o=s?0:r*tt/et,f=h*tt/et)),Zt([o,s,f,h]),Ht(),t.emit(\"plotly_relayouting\",ht)}function p(t,e,r){for(var n,i,a=1-e,o=0;o<t.length;o++){var s=t[o];if(!s.fixedrange){n=s,i=s._rl[a]+(s._rl[e]-s._rl[a])/B(r/s._length);var l=s.l2r(i);!1!==l&&void 0!==l&&(s.range[e]=l)}}return n._length*(n._rl[e]-i)/(n._rl[e]-n._rl[a])}}function Vt(t,e){for(var r=nt.isSubplotConstrained?{x:K,y:J}[t]:nt[t+\"axes\"],n=nt.isSubplotConstrained?{x:J,y:K}[t]:[],i=0;i<r.length;i++){var a=r[i],o=a._id,s=nt.xLinks[o]||nt.yLinks[o],l=n[0]||V[s]||X[s];l&&(e?(e[a._name+\".range[0]\"]=e[l._name+\".range[0]\"],e[a._name+\".range[1]\"]=e[l._name+\".range[1]\"]):a.range=l.range.slice())}}function Ht(){var r,n=[];function i(t){for(r=0;r<t.length;r++)t[r].fixedrange||n.push(t[r]._id)}function a(t,e){for(r=0;r<t.length;r++){var i=t[r],a=i[e];i.fixedrange||\"sync\"!==a.tickmode||n.push(a._id)}}for(st&&(i(J),i(rt.xaxes),i(nt.xaxes),a(e.overlays,\"xaxis\")),lt&&(i(K),i(rt.yaxes),i(nt.yaxes),a(e.overlays,\"yaxis\")),ht={},r=0;r<n.length;r++){var o=n[r],s=k(t,o);d.drawOne(t,s,{skipTitle:!0}),ht[s._name+\".range[0]\"]=s.range[0],ht[s._name+\".range[1]\"]=s.range[1]}d.redrawComponents(t,n)}function qt(){if(!t._transitioningWithDuration){var e=t._context.doubleClick,r=[];it&&(r=r.concat(J)),at&&(r=r.concat(K)),nt.xaxes&&(r=r.concat(nt.xaxes)),nt.yaxes&&(r=r.concat(nt.yaxes));var n,i,a,o={};if(\"reset+autosize\"===e)for(e=\"autosize\",i=0;i<r.length;i++)if((n=r[i])._rangeInitial&&(n.range[0]!==n._rangeInitial[0]||n.range[1]!==n._rangeInitial[1])||!n._rangeInitial&&!n.autorange){e=\"reset\";break}if(\"autosize\"===e)for(i=0;i<r.length;i++)(n=r[i]).fixedrange||(o[n._name+\".autorange\"]=!0);else if(\"reset\"===e)for((it||rt.isSubplotConstrained)&&(r=r.concat(rt.xaxes)),at&&!rt.isSubplotConstrained&&(r=r.concat(rt.yaxes)),rt.isSubplotConstrained&&(it?at||(r=r.concat(K)):r=r.concat(J)),i=0;i<r.length;i++)(n=r[i]).fixedrange||(n._rangeInitial?(a=n._rangeInitial,o[n._name+\".range[0]\"]=a[0],o[n._name+\".range[1]\"]=a[1]):o[n._name+\".autorange\"]=!0);t.emit(\"plotly_doubleclick\",null),l.call(\"_guiRelayout\",t,o)}}function Gt(){Zt([0,0,tt,et]),i.syncOrAsync([T.previousPromises,function(){t._fullLayout._replotting=!1,l.call(\"_guiRelayout\",t,ht)}],t)}function Zt(e){var r,n,a,o,s=t._fullLayout,u=s._plots,c=s._subplots.cartesian;if(ct&&l.subplotsRegistry.splom.drag(t),ut)for(r=0;r<c.length;r++)if(a=(n=u[c[r]]).xaxis,o=n.yaxis,n._scene){var f=i.simpleMap(a.range,a.r2l),p=i.simpleMap(o.range,o.r2l);n._scene.update({range:[f[0],p[0],f[1],p[1]]})}if((ct||ut)&&(_(t),w(t)),ft){var d=e[2]/O._length,g=e[3]/I._length;for(r=0;r<c.length;r++){a=(n=u[c[r]]).xaxis,o=n.yaxis;var m,x,b,T,k=(st||nt.isSubplotConstrained)&&!a.fixedrange&&V[a._id],A=(lt||nt.isSubplotConstrained)&&!o.fixedrange&&X[o._id];if(k?(m=d,b=y||nt.isSubplotConstrained?e[0]:Xt(a,m)):nt.xaHash[a._id]?(m=d,b=e[0]*a._length/O._length):nt.yaHash[a._id]?(m=g,b=\"ns\"===at?-e[1]*a._length/I._length:Xt(a,m,{n:\"top\",s:\"bottom\"}[at])):b=Wt(a,m=Yt(a,d,g)),A?(x=g,T=v||nt.isSubplotConstrained?e[1]:Xt(o,x)):nt.yaHash[o._id]?(x=g,T=e[1]*o._length/I._length):nt.xaHash[o._id]?(x=d,T=\"ew\"===it?-e[0]*o._length/O._length:Xt(o,x,{e:\"right\",w:\"left\"}[it])):T=Wt(o,x=Yt(o,d,g)),m||x){m||(m=1),x||(x=1);var M=a._offset-b/m,S=o._offset-T/x;n.clipRect.call(h.setTranslate,b,T).call(h.setScale,m,x),n.plot.call(h.setTranslate,M,S).call(h.setScale,1/m,1/x),m===n.xScaleFactor&&x===n.yScaleFactor||(h.setPointGroupScale(n.zoomScalePts,m,x),h.setTextPointsScale(n.zoomScaleTxt,m,x)),h.hideOutsideRangePoints(n.clipOnAxisFalseTraces,n),n.xScaleFactor=m,n.yScaleFactor=x}}}}function Yt(t,e,r){return t.fixedrange?0:st&&rt.xaHash[t._id]?e:lt&&(rt.isSubplotConstrained?rt.xaHash:rt.yaHash)[t._id]?r:0}function Wt(t,e){return e?(t.range=t._r.slice(),E(t,e),Xt(t,e)):0}function Xt(t,e,r){return t._length*(1-e)*b[r||t.constraintoward||\"middle\"]}return v.length*y.length!=1&&Y(bt,(function(e){if(t._context._scrollZoom.cartesian||t._fullLayout._enablescrollzoom){if(Ot(),t._transitioningWithDuration)return e.preventDefault(),void e.stopPropagation();mt(),clearTimeout(Bt);var r=-e.deltaY;if(isFinite(r)||(r=e.wheelDelta/10),isFinite(r)){var n,a=Math.exp(-Math.min(Math.max(r,-20),20)/200),o=jt.draglayer.select(\".nsewdrag\").node().getBoundingClientRect(),s=(e.clientX-o.left)/o.width,l=(o.bottom-e.clientY)/o.height;if(st){for(y||(s=.5),n=0;n<J.length;n++)u(J[n],s,a);Vt(\"x\"),Ft[2]*=a,Ft[0]+=Ft[2]*s*(1/a-1)}if(lt){for(v||(l=.5),n=0;n<K.length;n++)u(K[n],l,a);Vt(\"y\"),Ft[3]*=a,Ft[1]+=Ft[3]*(1-l)*(1/a-1)}Zt(Ft),Ht(),t.emit(\"plotly_relayouting\",ht),Bt=setTimeout((function(){t._fullLayout&&(Ft=[0,0,tt,et],Gt())}),Nt),e.preventDefault()}else i.log(\"Did not find wheel motion attributes: \",e)}function u(t,e,r){if(!t.fixedrange){var n=i.simpleMap(t.range,t.r2l),a=n[0]+(n[1]-n[0])*e;t.range=n.map((function(e){return t.l2r(a+(e-a)*r)}))}}})),bt},makeDragger:I,makeRectDragger:D,makeZoombox:N,makeCorners:j,updateZoombox:U,xyCorners:G,transitionZoombox:V,removeZoombox:H,showDoubleClickNotifier:q,attachWheelEventHandler:Y}},4305:function(t,e,r){\"use strict\";var 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_=(l[3]-l[1])/(l[2]-l[0]);Math.abs(a*_)>Math.abs(s)?(u.boxEnd[1]=u.boxStart[1]+Math.abs(a)*_*(s>=0?1:-1),u.boxEnd[1]<l[1]?(u.boxEnd[1]=l[1],u.boxEnd[0]=u.boxStart[0]+(l[1]-u.boxStart[1])/Math.abs(_)):u.boxEnd[1]>l[3]&&(u.boxEnd[1]=l[3],u.boxEnd[0]=u.boxStart[0]+(l[3]-u.boxStart[1])/Math.abs(_))):(u.boxEnd[0]=u.boxStart[0]+Math.abs(s)/_*(a>=0?1:-1),u.boxEnd[0]<l[0]?(u.boxEnd[0]=l[0],u.boxEnd[1]=u.boxStart[1]+(l[0]-u.boxStart[0])*Math.abs(_)):u.boxEnd[0]>l[2]&&(u.boxEnd[0]=l[2],u.boxEnd[1]=u.boxStart[1]+(l[2]-u.boxStart[0])*Math.abs(_)))}}else u.boxEnabled?(a=u.boxStart[0]!==u.boxEnd[0],s=u.boxStart[1]!==u.boxEnd[1],a||s?(a&&(g(0,u.boxStart[0],u.boxEnd[0]),t.xaxis.autorange=!1),s&&(g(1,u.boxStart[1],u.boxEnd[1]),t.yaxis.autorange=!1),t.relayoutCallback()):t.glplot.setDirty(),u.boxEnabled=!1,u.boxInited=!1):u.boxInited&&(u.boxInited=!1);break;case\"pan\":u.boxEnabled=!1,u.boxInited=!1,e?(u.panning||(u.dragStart[0]=n,u.dragStart[1]=i),Math.abs(u.dragStart[0]-n)<d&&(n=u.dragStart[0]),Math.abs(u.dragStart[1]-i)<d&&(i=u.dragStart[1]),a=(h-n)*(l[2]-l[0])/(r.viewBox[2]-r.viewBox[0]),s=(p-i)*(l[3]-l[1])/(r.viewBox[3]-r.viewBox[1]),l[0]+=a,l[2]+=a,l[1]+=s,l[3]+=s,t.setRanges(l),u.panning=!0,u.lastInputTime=Date.now(),c(),t.cameraChanged(),t.handleAnnotations()):u.panning&&(u.panning=!1,t.relayoutCallback())}u.lastPos[0]=n,u.lastPos[1]=i}return u.mouseListener=n(e,f),e.addEventListener(\"touchstart\",(function(t){var r=a(t.changedTouches[0],e);f(0,r[0],r[1]),f(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchmove\",(function(t){t.preventDefault();var r=a(t.changedTouches[0],e);f(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchend\",(function(t){f(0,u.lastPos[0],u.lastPos[1]),t.preventDefault()}),!!s&&{passive:!1}),u.wheelListener=i(e,(function(e,n){if(!t.scrollZoom)return!1;var i=t.calcDataBox(),a=r.viewBox,o=u.lastPos[0],s=u.lastPos[1],l=Math.exp(5*n/(a[3]-a[1])),f=o/(a[2]-a[0])*(i[2]-i[0])+i[0],h=s/(a[3]-a[1])*(i[3]-i[1])+i[1];return i[0]=(i[0]-f)*l+f,i[2]=(i[2]-f)*l+f,i[1]=(i[1]-h)*l+h,i[3]=(i[3]-h)*l+h,t.setRanges(i),u.lastInputTime=Date.now(),c(),t.cameraChanged(),t.handleAnnotations(),t.relayoutCallback(),!0}),!0),u}},82961:function(t,e,r){\"use strict\";var n=r(89298),i=r(78614);function a(t){this.scene=t,this.gl=t.gl,this.pixelRatio=t.pixelRatio,this.screenBox=[0,0,1,1],this.viewBox=[0,0,1,1],this.dataBox=[-1,-1,1,1],this.borderLineEnable=[!1,!1,!1,!1],this.borderLineWidth=[1,1,1,1],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.ticks=[[],[]],this.tickEnable=[!0,!0,!1,!1],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labels=[\"x\",\"y\"],this.labelEnable=[!0,!0,!1,!1],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelPad=[15,15,15,15],this.labelSize=[12,12],this.labelFont=[\"sans-serif\",\"sans-serif\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.title=\"\",this.titleEnable=!0,this.titleCenter=[0,0,0,0],this.titleAngle=0,this.titleColor=[0,0,0,1],this.titleFont=\"sans-serif\",this.titleSize=18,this.gridLineEnable=[!0,!0],this.gridLineColor=[[0,0,0,.5],[0,0,0,.5]],this.gridLineWidth=[1,1],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[1,1],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.static=this.scene.staticPlot}var o=a.prototype,s=[\"xaxis\",\"yaxis\"];o.merge=function(t){var e,r,n,a,o,l,u,c,f,h,p;for(this.titleEnable=!1,this.backgroundColor=i(t.plot_bgcolor),h=0;h<2;++h){var d=(e=s[h]).charAt(0);for(n=(r=t[this.scene[e]._name]).title.text===this.scene.fullLayout._dfltTitle[d]?\"\":r.title.text,p=0;p<=2;p+=2)this.labelEnable[h+p]=!1,this.labels[h+p]=n,this.labelColor[h+p]=i(r.title.font.color),this.labelFont[h+p]=r.title.font.family,this.labelSize[h+p]=r.title.font.size,this.labelPad[h+p]=this.getLabelPad(e,r),this.tickEnable[h+p]=!1,this.tickColor[h+p]=i((r.tickfont||{}).color),this.tickAngle[h+p]=\"auto\"===r.tickangle?0:Math.PI*-r.tickangle/180,this.tickPad[h+p]=this.getTickPad(r),this.tickMarkLength[h+p]=0,this.tickMarkWidth[h+p]=r.tickwidth||0,this.tickMarkColor[h+p]=i(r.tickcolor),this.borderLineEnable[h+p]=!1,this.borderLineColor[h+p]=i(r.linecolor),this.borderLineWidth[h+p]=r.linewidth||0;u=this.hasSharedAxis(r),o=this.hasAxisInDfltPos(e,r)&&!u,l=this.hasAxisInAltrPos(e,r)&&!u,a=r.mirror||!1,c=u?-1!==String(a).indexOf(\"all\"):!!a,f=u?\"allticks\"===a:-1!==String(a).indexOf(\"ticks\"),o?this.labelEnable[h]=!0:l&&(this.labelEnable[h+2]=!0),o?this.tickEnable[h]=r.showticklabels:l&&(this.tickEnable[h+2]=r.showticklabels),(o||c)&&(this.borderLineEnable[h]=r.showline),(l||c)&&(this.borderLineEnable[h+2]=r.showline),(o||f)&&(this.tickMarkLength[h]=this.getTickMarkLength(r)),(l||f)&&(this.tickMarkLength[h+2]=this.getTickMarkLength(r)),this.gridLineEnable[h]=r.showgrid,this.gridLineColor[h]=i(r.gridcolor),this.gridLineWidth[h]=r.gridwidth,this.zeroLineEnable[h]=r.zeroline,this.zeroLineColor[h]=i(r.zerolinecolor),this.zeroLineWidth[h]=r.zerolinewidth}},o.hasSharedAxis=function(t){var e=this.scene,r=e.fullLayout._subplots.gl2d;return 0!==n.findSubplotsWithAxis(r,t).indexOf(e.id)},o.hasAxisInDfltPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"bottom\"===r:\"yaxis\"===t?\"left\"===r:void 0},o.hasAxisInAltrPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"top\"===r:\"yaxis\"===t?\"right\"===r:void 0},o.getLabelPad=function(t,e){var r=1.5,n=e.title.font.size,i=e.showticklabels;return\"xaxis\"===t?\"top\"===e.side?n*(r+(i?1:0))-10:n*(r+(i?.5:0))-10:\"yaxis\"===t?\"right\"===e.side?10+n*(r+(i?1:.5)):10+n*(r+(i?.5:0)):void 0},o.getTickPad=function(t){return\"outside\"===t.ticks?10+t.ticklen:15},o.getTickMarkLength=function(t){if(!t.ticks)return 0;var e=t.ticklen;return\"inside\"===t.ticks?-e:e},t.exports=function(t){return new a(t)}},4796:function(t,e,r){\"use strict\";var n=r(30962).overrideAll,i=r(92918),a=r(10820),o=r(77922),s=r(85555),l=r(93612),u=r(528),c=r(27659).NG;e.name=\"gl2d\",e.attr=[\"xaxis\",\"yaxis\"],e.idRoot=[\"x\",\"y\"],e.idRegex=s.idRegex,e.attrRegex=s.attrRegex,e.attributes=r(89502),e.supplyLayoutDefaults=function(t,e,r){e._has(\"cartesian\")||l.supplyLayoutDefaults(t,e,r)},e.layoutAttrOverrides=n(l.layoutAttributes,\"plot\",\"from-root\"),e.baseLayoutAttrOverrides=n({plot_bgcolor:a.plot_bgcolor,hoverlabel:u.hoverlabel},\"plot\",\"nested\"),e.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl2d,a=0;a<n.length;a++){var o=n[a],s=e._plots[o],l=c(r,\"gl2d\",o),u=s._scene2d;void 0===u&&(u=new i({id:o,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio},e),s._scene2d=u),u.plot(l,t.calcdata,e,t.layout)}},e.clean=function(t,e,r,n){for(var i=n._subplots.gl2d||[],a=0;a<i.length;a++){var o=i[a],s=n._plots[o];s._scene2d&&0===c(t,\"gl2d\",o).length&&(s._scene2d.destroy(),delete n._plots[o])}l.clean.apply(this,arguments)},e.drawFramework=function(t){t._context.staticPlot||l.drawFramework(t)},e.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){var i=e._plots[r[n]]._scene2d,a=i.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":a,x:0,y:0,width:\"100%\",height:\"100%\",preserveAspectRatio:\"none\"}),i.destroy()}},e.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++)e._plots[r[n]]._scene2d.updateFx(e.dragmode)}},92918:function(t,e,r){\"use strict\";var n,i,a=r(73972),o=r(89298),s=r(30211),l=r(9330).gl_plot2d,u=r(9330).gl_spikes2d,c=r(9330).gl_select_box,f=r(40372),h=r(82961),p=r(75071),d=r(58617),v=r(99082),g=v.enforce,y=v.clean,m=r(71739).doAutoRange,x=r(64505),b=x.drawMode,_=x.selectMode,w=[\"xaxis\",\"yaxis\"],T=r(85555).SUBPLOT_PATTERN;function k(t,e){this.container=t.container,this.graphDiv=t.graphDiv,this.pixelRatio=t.plotGlPixelRatio||window.devicePixelRatio,this.id=t.id,this.staticPlot=!!t.staticPlot,this.scrollZoom=this.graphDiv._context._scrollZoom.cartesian,this.fullData=null,this.updateRefs(e),this.makeFramework(),this.stopped||(this.glplotOptions=h(this),this.glplotOptions.merge(e),this.glplot=l(this.glplotOptions),this.camera=p(this),this.traces={},this.spikes=u(this.glplot),this.selectBox=c(this.glplot,{innerFill:!1,outerFill:!0}),this.lastButtonState=0,this.pickResult=null,this.isMouseOver=!0,this.stopped=!1,this.redraw=this.draw.bind(this),this.redraw())}t.exports=k;var A=k.prototype;A.makeFramework=function(){if(this.staticPlot){if(!(i||(n=document.createElement(\"canvas\"),i=f({canvas:n,preserveDrawingBuffer:!1,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"Error creating static canvas/context for image server\");this.canvas=n,this.gl=i}else{var t=this.container.querySelector(\".gl-canvas-focus\"),e=f({canvas:t,preserveDrawingBuffer:!0,premultipliedAlpha:!0});if(!e)return d(this),void(this.stopped=!0);this.canvas=t,this.gl=e}var r=this.canvas;r.style.width=\"100%\",r.style.height=\"100%\",r.style.position=\"absolute\",r.style.top=\"0px\",r.style.left=\"0px\",r.style[\"pointer-events\"]=\"none\",this.updateSize(r);var a=this.svgContainer=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");a.style.position=\"absolute\",a.style.top=a.style.left=\"0px\",a.style.width=a.style.height=\"100%\",a.style[\"z-index\"]=20,a.style[\"pointer-events\"]=\"none\";var o=this.mouseContainer=document.createElement(\"div\");o.style.position=\"absolute\",o.style[\"pointer-events\"]=\"auto\",this.pickCanvas=this.container.querySelector(\".gl-canvas-pick\");var s=this.container;s.appendChild(a),s.appendChild(o);var l=this;o.addEventListener(\"mouseout\",(function(){l.isMouseOver=!1,l.unhover()})),o.addEventListener(\"mouseover\",(function(){l.isMouseOver=!0}))},A.toImage=function(t){t||(t=\"png\"),this.stopped=!0,this.staticPlot&&this.container.appendChild(n),this.updateSize(this.canvas);var e=this.glplot.gl,r=e.drawingBufferWidth,i=e.drawingBufferHeight;e.clearColor(1,1,1,0),e.clear(e.COLOR_BUFFER_BIT|e.DEPTH_BUFFER_BIT),this.glplot.setDirty(),this.glplot.draw(),e.bindFramebuffer(e.FRAMEBUFFER,null);var a=new Uint8Array(r*i*4);e.readPixels(0,0,r,i,e.RGBA,e.UNSIGNED_BYTE,a);for(var o=0,s=i-1;o<s;++o,--s)for(var l=0;l<r;++l)for(var u=0;u<4;++u){var c=a[4*(r*o+l)+u];a[4*(r*o+l)+u]=a[4*(r*s+l)+u],a[4*(r*s+l)+u]=c}var f=document.createElement(\"canvas\");f.width=r,f.height=i;var h,p=f.getContext(\"2d\",{willReadFrequently:!0}),d=p.createImageData(r,i);switch(d.data.set(a),p.putImageData(d,0,0),t){case\"jpeg\":h=f.toDataURL(\"image/jpeg\");break;case\"webp\":h=f.toDataURL(\"image/webp\");break;default:h=f.toDataURL(\"image/png\")}return this.staticPlot&&this.container.removeChild(n),h},A.updateSize=function(t){t||(t=this.canvas);var e=this.pixelRatio,r=this.fullLayout,n=r.width,i=r.height,a=0|Math.ceil(e*n),o=0|Math.ceil(e*i);return t.width===a&&t.height===o||(t.width=a,t.height=o),t},A.computeTickMarks=function(){this.xaxis.setScale(),this.yaxis.setScale();for(var t=[o.calcTicks(this.xaxis),o.calcTicks(this.yaxis)],e=0;e<2;++e)for(var r=0;r<t[e].length;++r)t[e][r].text=t[e][r].text+\"\";return t},A.updateRefs=function(t){this.fullLayout=t;var e=this.id.match(T),r=\"xaxis\"+e[1],n=\"yaxis\"+e[2];this.xaxis=this.fullLayout[r],this.yaxis=this.fullLayout[n]},A.relayoutCallback=function(){var t=this.graphDiv,e=this.xaxis,r=this.yaxis,n=t.layout,i={},o=i[e._name+\".range\"]=e.range.slice(),s=i[r._name+\".range\"]=r.range.slice();i[e._name+\".autorange\"]=e.autorange,i[r._name+\".autorange\"]=r.autorange,a.call(\"_storeDirectGUIEdit\",t.layout,t._fullLayout._preGUI,i);var l=n[e._name];l.range=o,l.autorange=e.autorange;var u=n[r._name];u.range=s,u.autorange=r.autorange,i.lastInputTime=this.camera.lastInputTime,t.emit(\"plotly_relayout\",i)},A.cameraChanged=function(){var t=this.camera;this.glplot.setDataBox(this.calcDataBox());var e=this.computeTickMarks();(function(t,e){for(var r=0;r<2;++r){var n=t[r],i=e[r];if(n.length!==i.length)return!0;for(var a=0;a<n.length;++a)if(n[a].x!==i[a].x)return!0}return!1})(e,this.glplotOptions.ticks)&&(this.glplotOptions.ticks=e,this.glplotOptions.dataBox=t.dataBox,this.glplot.update(this.glplotOptions),this.handleAnnotations())},A.handleAnnotations=function(){for(var t=this.graphDiv,e=this.fullLayout.annotations,r=0;r<e.length;r++){var n=e[r];n.xref===this.xaxis._id&&n.yref===this.yaxis._id&&a.getComponentMethod(\"annotations\",\"drawOne\")(t,r)}},A.destroy=function(){if(this.glplot){var t=this.traces;t&&Object.keys(t).map((function(e){t[e].dispose(),delete t[e]})),this.glplot.dispose(),this.container.removeChild(this.svgContainer),this.container.removeChild(this.mouseContainer),this.fullData=null,this.glplot=null,this.stopped=!0,this.camera.mouseListener.enabled=!1,this.mouseContainer.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null}},A.plot=function(t,e,r){var n=this.glplot;this.updateRefs(r),this.xaxis.clearCalc(),this.yaxis.clearCalc(),this.updateTraces(t,e),this.updateFx(r.dragmode);var i=r.width,a=r.height;this.updateSize(this.canvas);var o=this.glplotOptions;o.merge(r),o.screenBox=[0,0,i,a];var s={_fullLayout:{_axisConstraintGroups:r._axisConstraintGroups,xaxis:this.xaxis,yaxis:this.yaxis,_size:r._size}};y(s,this.xaxis),y(s,this.yaxis);var l,u,c=r._size,f=this.xaxis.domain,h=this.yaxis.domain;for(o.viewBox=[c.l+f[0]*c.w,c.b+h[0]*c.h,i-c.r-(1-f[1])*c.w,a-c.t-(1-h[1])*c.h],this.mouseContainer.style.width=c.w*(f[1]-f[0])+\"px\",this.mouseContainer.style.height=c.h*(h[1]-h[0])+\"px\",this.mouseContainer.height=c.h*(h[1]-h[0]),this.mouseContainer.style.left=c.l+f[0]*c.w+\"px\",this.mouseContainer.style.top=c.t+(1-h[1])*c.h+\"px\",u=0;u<2;++u)(l=this[w[u]])._length=o.viewBox[u+2]-o.viewBox[u],m(this.graphDiv,l),l.setScale();g(s),o.ticks=this.computeTickMarks(),o.dataBox=this.calcDataBox(),o.merge(r),n.update(o),this.glplot.draw()},A.calcDataBox=function(){var t=this.xaxis,e=this.yaxis,r=t.range,n=e.range,i=t.r2l,a=e.r2l;return[i(r[0]),a(n[0]),i(r[1]),a(n[1])]},A.setRanges=function(t){var e=this.xaxis,r=this.yaxis,n=e.l2r,i=r.l2r;e.range=[n(t[0]),n(t[2])],r.range=[i(t[1]),i(t[3])]},A.updateTraces=function(t,e){var r,n,i,a=Object.keys(this.traces);this.fullData=t;t:for(r=0;r<a.length;r++){var o=a[r],s=this.traces[o];for(n=0;n<t.length;n++)if((i=t[n]).uid===o&&i.type===s.type)continue t;s.dispose(),delete this.traces[o]}for(r=0;r<t.length;r++){i=t[r];var l=e[r],u=this.traces[i.uid];u?u.update(i,l):(u=i._module.plot(this,i,l),this.traces[i.uid]=u)}this.glplot.objects.sort((function(t,e){return t._trace.index-e._trace.index}))},A.updateFx=function(t){_(t)||b(t)?(this.pickCanvas.style[\"pointer-events\"]=\"none\",this.mouseContainer.style[\"pointer-events\"]=\"none\"):(this.pickCanvas.style[\"pointer-events\"]=\"auto\",this.mouseContainer.style[\"pointer-events\"]=\"auto\"),this.mouseContainer.style.cursor=\"pan\"===t?\"move\":\"zoom\"===t?\"crosshair\":null},A.emitPointAction=function(t,e){for(var r,n=t.trace.uid,i=t.pointIndex,a=0;a<this.fullData.length;a++)this.fullData[a].uid===n&&(r=this.fullData[a]);var o={x:t.traceCoord[0],y:t.traceCoord[1],curveNumber:r.index,pointNumber:i,data:r._input,fullData:this.fullData,xaxis:this.xaxis,yaxis:this.yaxis};s.appendArrayPointValue(o,r,i),this.graphDiv.emit(e,{points:[o]})},A.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=1===this.lastButtonState&&0===r.buttons,i=this.fullLayout;this.lastButtonState=r.buttons,this.cameraChanged();var a,o=r.x*t.pixelRatio,l=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&\"zoom\"===i.dragmode){this.selectBox.enabled=!0;for(var u=this.selectBox.selectBox=[Math.min(e.boxStart[0],e.boxEnd[0]),Math.min(e.boxStart[1],e.boxEnd[1]),Math.max(e.boxStart[0],e.boxEnd[0]),Math.max(e.boxStart[1],e.boxEnd[1])],c=0;c<2;c++)e.boxStart[c]===e.boxEnd[c]&&(u[c]=t.dataBox[c],u[c+2]=t.dataBox[c+2]);t.setDirty()}else if(!e.panning&&this.isMouseOver){this.selectBox.enabled=!1;var f=i._size,h=this.xaxis.domain,p=this.yaxis.domain,d=(a=t.pick(o/t.pixelRatio+f.l+h[0]*f.w,l/t.pixelRatio-(f.t+(1-p[1])*f.h)))&&a.object._trace.handlePick(a);if(d&&n&&this.emitPointAction(d,\"plotly_click\"),a&&\"skip\"!==a.object._trace.hoverinfo&&i.hovermode&&d&&(!this.lastPickResult||this.lastPickResult.traceUid!==d.trace.uid||this.lastPickResult.dataCoord[0]!==d.dataCoord[0]||this.lastPickResult.dataCoord[1]!==d.dataCoord[1])){var v=d;this.lastPickResult={traceUid:d.trace?d.trace.uid:null,dataCoord:d.dataCoord.slice()},this.spikes.update({center:a.dataCoord}),v.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(a.dataCoord[0]-t.dataBox[0])/(t.dataBox[2]-t.dataBox[0])+t.viewBox[0])/t.pixelRatio,(this.canvas.height-(t.viewBox[3]-t.viewBox[1])*(a.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio],this.emitPointAction(d,\"plotly_hover\");var g=this.fullData[v.trace.index]||{},y=v.pointIndex,m=s.castHoverinfo(g,i,y);if(m&&\"all\"!==m){var x=m.split(\"+\");-1===x.indexOf(\"x\")&&(v.traceCoord[0]=void 0),-1===x.indexOf(\"y\")&&(v.traceCoord[1]=void 0),-1===x.indexOf(\"z\")&&(v.traceCoord[2]=void 0),-1===x.indexOf(\"text\")&&(v.textLabel=void 0),-1===x.indexOf(\"name\")&&(v.name=void 0)}s.loneHover({x:v.screenCoord[0],y:v.screenCoord[1],xLabel:this.hoverFormatter(\"xaxis\",v.traceCoord[0]),yLabel:this.hoverFormatter(\"yaxis\",v.traceCoord[1]),zLabel:v.traceCoord[2],text:v.textLabel,name:v.name,color:s.castHoverOption(g,y,\"bgcolor\")||v.color,borderColor:s.castHoverOption(g,y,\"bordercolor\"),fontFamily:s.castHoverOption(g,y,\"font.family\"),fontSize:s.castHoverOption(g,y,\"font.size\"),fontColor:s.castHoverOption(g,y,\"font.color\"),nameLength:s.castHoverOption(g,y,\"namelength\"),textAlign:s.castHoverOption(g,y,\"align\")},{container:this.svgContainer,gd:this.graphDiv})}}a||this.unhover(),t.draw()}},A.unhover=function(){this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,this.graphDiv.emit(\"plotly_unhover\"),s.loneUnhover(this.svgContainer))},A.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return o.tickText(r,r.c2l(e),\"hover\").text}}},58547:function(t,e,r){\"use strict\";var n=r(30962).overrideAll,i=r(528),a=r(33539),o=r(27659).NG,s=r(71828),l=r(77922),u=\"gl3d\",c=\"scene\";e.name=u,e.attr=c,e.idRoot=c,e.idRegex=e.attrRegex=s.counterRegex(\"scene\"),e.attributes=r(59084),e.layoutAttributes=r(65500),e.baseLayoutAttrOverrides=n({hoverlabel:i.hoverlabel},\"plot\",\"nested\"),e.supplyLayoutDefaults=r(24682),e.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots[u],i=0;i<n.length;i++){var s=n[i],l=o(r,u,s),c=e[s],f=c.camera,h=c._scene;h||(h=new a({id:s,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio,camera:f},e),c._scene=h),h.viewInitial||(h.viewInitial={up:{x:f.up.x,y:f.up.y,z:f.up.z},eye:{x:f.eye.x,y:f.eye.y,z:f.eye.z},center:{x:f.center.x,y:f.center.y,z:f.center.z}}),h.plot(l,e,t.layout)}},e.clean=function(t,e,r,n){for(var i=n._subplots[u]||[],a=0;a<i.length;a++){var o=i[a];!e[o]&&n[o]._scene&&(n[o]._scene.destroy(),n._infolayer&&n._infolayer.selectAll(\".annotation-\"+o).remove())}},e.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots[u],n=e._size,i=0;i<r.length;i++){var a=e[r[i]],o=a.domain,s=a._scene,c=s.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:l.svg,\"xlink:href\":c,x:n.l+n.w*o.x[0],y:n.t+n.h*(1-o.y[1]),width:n.w*(o.x[1]-o.x[0]),height:n.h*(o.y[1]-o.y[0]),preserveAspectRatio:\"none\"}),s.destroy()}},e.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return\"1\"===e&&(e=\"\"),c+e}},e.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots[u],n=0;n<r.length;n++)e[r[n]]._scene.updateFx(e.dragmode,e.hovermode)}},59084:function(t){\"use strict\";t.exports={scene:{valType:\"subplotid\",dflt:\"scene\",editType:\"calc+clearAxisTypes\"}}},77894:function(t,e,r){\"use strict\";var n=r(7901),i=r(13838),a=r(1426).extendFlat,o=r(30962).overrideAll;t.exports=o({visible:i.visible,showspikes:{valType:\"boolean\",dflt:!0},spikesides:{valType:\"boolean\",dflt:!0},spikethickness:{valType:\"number\",min:0,dflt:2},spikecolor:{valType:\"color\",dflt:n.defaultLine},showbackground:{valType:\"boolean\",dflt:!1},backgroundcolor:{valType:\"color\",dflt:\"rgba(204, 204, 204, 0.5)\"},showaxeslabels:{valType:\"boolean\",dflt:!0},color:i.color,categoryorder:i.categoryorder,categoryarray:i.categoryarray,title:{text:i.title.text,font:i.title.font},type:a({},i.type,{values:[\"-\",\"linear\",\"log\",\"date\",\"category\"]}),autotypenumbers:i.autotypenumbers,autorange:i.autorange,rangemode:i.rangemode,range:a({},i.range,{items:[{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}},{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}}],anim:!1}),tickmode:i.minor.tickmode,nticks:i.nticks,tick0:i.tick0,dtick:i.dtick,tickvals:i.tickvals,ticktext:i.ticktext,ticks:i.ticks,mirror:i.mirror,ticklen:i.ticklen,tickwidth:i.tickwidth,tickcolor:i.tickcolor,showticklabels:i.showticklabels,labelalias:i.labelalias,tickfont:i.tickfont,tickangle:i.tickangle,tickprefix:i.tickprefix,showtickprefix:i.showtickprefix,ticksuffix:i.ticksuffix,showticksuffix:i.showticksuffix,showexponent:i.showexponent,exponentformat:i.exponentformat,minexponent:i.minexponent,separatethousands:i.separatethousands,tickformat:i.tickformat,tickformatstops:i.tickformatstops,hoverformat:i.hoverformat,showline:i.showline,linecolor:i.linecolor,linewidth:i.linewidth,showgrid:i.showgrid,gridcolor:a({},i.gridcolor,{dflt:\"rgb(204, 204, 204)\"}),gridwidth:i.gridwidth,zeroline:i.zeroline,zerolinecolor:i.zerolinecolor,zerolinewidth:i.zerolinewidth,_deprecated:{title:i._deprecated.title,titlefont:i._deprecated.titlefont}},\"plot\",\"from-root\")},3277:function(t,e,r){\"use strict\";var n=r(84267).mix,i=r(71828),a=r(44467),o=r(77894),s=r(951),l=r(71453),u=[\"xaxis\",\"yaxis\",\"zaxis\"];t.exports=function(t,e,r){var c,f;function h(t,e){return i.coerce(c,f,o,t,e)}for(var p=0;p<u.length;p++){var d=u[p];c=t[d]||{},(f=a.newContainer(e,d))._id=d[0]+r.scene,f._name=d,s(c,f,h,r),l(c,f,h,{font:r.font,letter:d[0],data:r.data,showGrid:!0,noTickson:!0,noTicklabelmode:!0,noTicklabelstep:!0,noTicklabelposition:!0,noTicklabeloverflow:!0,bgColor:r.bgColor,calendar:r.calendar},r.fullLayout),h(\"gridcolor\",n(f.color,r.bgColor,72.72727272727273).toRgbString()),h(\"title.text\",d[0]),f.setScale=i.noop,h(\"showspikes\")&&(h(\"spikesides\"),h(\"spikethickness\"),h(\"spikecolor\",f.color)),h(\"showaxeslabels\"),h(\"showbackground\")&&h(\"backgroundcolor\")}}},30422:function(t,e,r){\"use strict\";var n=r(78614),i=r(71828),a=[\"xaxis\",\"yaxis\",\"zaxis\"];function o(){this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[18,18,18],this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=[\"Open Sans\",\"Open Sans\",\"Open Sans\"],this.labelSize=[20,20,20],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[30,30,30],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[10,10,10],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!0,!0,!0],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._defaultTickPad=this.tickPad.slice(),this._defaultLabelPad=this.labelPad.slice(),this._defaultLineTickLength=this.lineTickLength.slice()}o.prototype.merge=function(t,e){for(var r=this,o=0;o<3;++o){var s=e[a[o]];s.visible?(r.labels[o]=t._meta?i.templateString(s.title.text,t._meta):s.title.text,\"font\"in s.title&&(s.title.font.color&&(r.labelColor[o]=n(s.title.font.color)),s.title.font.family&&(r.labelFont[o]=s.title.font.family),s.title.font.size&&(r.labelSize[o]=s.title.font.size)),\"showline\"in s&&(r.lineEnable[o]=s.showline),\"linecolor\"in s&&(r.lineColor[o]=n(s.linecolor)),\"linewidth\"in s&&(r.lineWidth[o]=s.linewidth),\"showgrid\"in s&&(r.gridEnable[o]=s.showgrid),\"gridcolor\"in s&&(r.gridColor[o]=n(s.gridcolor)),\"gridwidth\"in s&&(r.gridWidth[o]=s.gridwidth),\"log\"===s.type?r.zeroEnable[o]=!1:\"zeroline\"in s&&(r.zeroEnable[o]=s.zeroline),\"zerolinecolor\"in s&&(r.zeroLineColor[o]=n(s.zerolinecolor)),\"zerolinewidth\"in s&&(r.zeroLineWidth[o]=s.zerolinewidth),\"ticks\"in s&&s.ticks?r.lineTickEnable[o]=!0:r.lineTickEnable[o]=!1,\"ticklen\"in s&&(r.lineTickLength[o]=r._defaultLineTickLength[o]=s.ticklen),\"tickcolor\"in s&&(r.lineTickColor[o]=n(s.tickcolor)),\"tickwidth\"in s&&(r.lineTickWidth[o]=s.tickwidth),\"tickangle\"in s&&(r.tickAngle[o]=\"auto\"===s.tickangle?-3600:Math.PI*-s.tickangle/180),\"showticklabels\"in s&&(r.tickEnable[o]=s.showticklabels),\"tickfont\"in s&&(s.tickfont.color&&(r.tickColor[o]=n(s.tickfont.color)),s.tickfont.family&&(r.tickFont[o]=s.tickfont.family),s.tickfont.size&&(r.tickSize[o]=s.tickfont.size)),\"mirror\"in s?-1!==[\"ticks\",\"all\",\"allticks\"].indexOf(s.mirror)?(r.lineTickMirror[o]=!0,r.lineMirror[o]=!0):!0===s.mirror?(r.lineTickMirror[o]=!1,r.lineMirror[o]=!0):(r.lineTickMirror[o]=!1,r.lineMirror[o]=!1):r.lineMirror[o]=!1,\"showbackground\"in s&&!1!==s.showbackground?(r.backgroundEnable[o]=!0,r.backgroundColor[o]=n(s.backgroundcolor)):r.backgroundEnable[o]=!1):(r.tickEnable[o]=!1,r.labelEnable[o]=!1,r.lineEnable[o]=!1,r.lineTickEnable[o]=!1,r.gridEnable[o]=!1,r.zeroEnable[o]=!1,r.backgroundEnable[o]=!1)}},t.exports=function(t,e){var r=new o;return r.merge(t,e),r}},24682:function(t,e,r){\"use strict\";var n=r(71828),i=r(7901),a=r(73972),o=r(49119),s=r(3277),l=r(65500),u=r(27659).NG,c=\"gl3d\";function f(t,e,r,n){for(var o=r(\"bgcolor\"),l=i.combine(o,n.paper_bgcolor),f=[\"up\",\"center\",\"eye\"],h=0;h<f.length;h++)r(\"camera.\"+f[h]+\".x\"),r(\"camera.\"+f[h]+\".y\"),r(\"camera.\"+f[h]+\".z\");r(\"camera.projection.type\");var p=!!r(\"aspectratio.x\")&&!!r(\"aspectratio.y\")&&!!r(\"aspectratio.z\"),d=r(\"aspectmode\",p?\"manual\":\"auto\");p||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},\"manual\"===d&&(e.aspectmode=\"auto\"),t.aspectmode=e.aspectmode);var v=u(n.fullData,c,n.id);s(t,e,{font:n.font,scene:n.id,data:v,bgColor:l,calendar:n.calendar,autotypenumbersDflt:n.autotypenumbersDflt,fullLayout:n.fullLayout}),a.getComponentMethod(\"annotations3d\",\"handleDefaults\")(t,e,n);var g=n.getDfltFromLayout(\"dragmode\");if(!1!==g&&!g)if(g=\"orbit\",t.camera&&t.camera.up){var y=t.camera.up.x,m=t.camera.up.y,x=t.camera.up.z;0!==x&&(y&&m&&x?x/Math.sqrt(y*y+m*m+x*x)>.999&&(g=\"turntable\"):g=\"turntable\")}else g=\"turntable\";r(\"dragmode\",g),r(\"hovermode\",n.getDfltFromLayout(\"hovermode\"))}t.exports=function(t,e,r){var i=e._basePlotModules.length>1;o(t,e,r,{type:c,attributes:l,handleDefaults:f,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:function(e){if(!i)return n.validate(t[e],l[e])?t[e]:void 0},autotypenumbersDflt:e.autotypenumbers,paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},65500:function(t,e,r){\"use strict\";var n=r(77894),i=r(27670).Y,a=r(1426).extendFlat,o=r(71828).counterRegex;function s(t,e,r){return{x:{valType:\"number\",dflt:t,editType:\"camera\"},y:{valType:\"number\",dflt:e,editType:\"camera\"},z:{valType:\"number\",dflt:r,editType:\"camera\"},editType:\"camera\"}}t.exports={_arrayAttrRegexps:[o(\"scene\",\".annotations\",!0)],bgcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"plot\"},camera:{up:a(s(0,0,1),{}),center:a(s(0,0,0),{}),eye:a(s(1.25,1.25,1.25),{}),projection:{type:{valType:\"enumerated\",values:[\"perspective\",\"orthographic\"],dflt:\"perspective\",editType:\"calc\"},editType:\"calc\"},editType:\"camera\"},domain:i({name:\"scene\",editType:\"plot\"}),aspectmode:{valType:\"enumerated\",values:[\"auto\",\"cube\",\"data\",\"manual\"],dflt:\"auto\",editType:\"plot\",impliedEdits:{\"aspectratio.x\":void 0,\"aspectratio.y\":void 0,\"aspectratio.z\":void 0}},aspectratio:{x:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},y:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},z:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},editType:\"plot\",impliedEdits:{aspectmode:\"manual\"}},xaxis:n,yaxis:n,zaxis:n,dragmode:{valType:\"enumerated\",values:[\"orbit\",\"turntable\",\"zoom\",\"pan\",!1],editType:\"plot\"},hovermode:{valType:\"enumerated\",values:[\"closest\",!1],dflt:\"closest\",editType:\"modebar\"},uirevision:{valType:\"any\",editType:\"none\"},editType:\"plot\",_deprecated:{cameraposition:{valType:\"info_array\",editType:\"camera\"}}}},13133:function(t,e,r){\"use strict\";var n=r(78614),i=[\"xaxis\",\"yaxis\",\"zaxis\"];function a(){this.enabled=[!0,!0,!0],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.drawSides=[!0,!0,!0],this.lineWidth=[1,1,1]}a.prototype.merge=function(t){for(var e=0;e<3;++e){var r=t[i[e]];r.visible?(this.enabled[e]=r.showspikes,this.colors[e]=n(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness):(this.enabled[e]=!1,this.drawSides[e]=!1)}},t.exports=function(t){var e=new a;return e.merge(t),e}},96085:function(t,e,r){\"use strict\";t.exports=function(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,s=t.fullSceneLayout,l=[[],[],[]],u=0;u<3;++u){var c=s[a[u]];if(c._length=(r[u].hi-r[u].lo)*r[u].pixelsPerDataUnit/t.dataScale[u],Math.abs(c._length)===1/0||isNaN(c._length))l[u]=[];else{c._input_range=c.range.slice(),c.range[0]=r[u].lo/t.dataScale[u],c.range[1]=r[u].hi/t.dataScale[u],c._m=1/(t.dataScale[u]*r[u].pixelsPerDataUnit),c.range[0]===c.range[1]&&(c.range[0]-=1,c.range[1]+=1);var f=c.tickmode;if(\"auto\"===c.tickmode){c.tickmode=\"linear\";var h=c.nticks||i.constrain(c._length/40,4,9);n.autoTicks(c,Math.abs(c.range[1]-c.range[0])/h)}for(var p=n.calcTicks(c,{msUTC:!0}),d=0;d<p.length;++d)p[d].x=p[d].x*t.dataScale[u],\"date\"===c.type&&(p[d].text=p[d].text.replace(/\\<br\\>/g,\" \"));l[u]=p,c.tickmode=f}}for(e.ticks=l,u=0;u<3;++u)for(o[u]=.5*(t.glplot.bounds[0][u]+t.glplot.bounds[1][u]),d=0;d<2;++d)e.bounds[d][u]=t.glplot.bounds[d][u];t.contourLevels=function(t){for(var e=new Array(3),r=0;r<3;++r){for(var n=t[r],i=new Array(n.length),a=0;a<n.length;++a)i[a]=n[a].x;e[r]=i}return e}(l)};var n=r(89298),i=r(71828),a=[\"xaxis\",\"yaxis\",\"zaxis\"],o=[0,0,0]},63538:function(t){\"use strict\";function e(t,e){var r,n,i=[0,0,0,0];for(r=0;r<4;++r)for(n=0;n<4;++n)i[n]+=t[4*r+n]*e[r];return i}t.exports=function(t,r){return e(t.projection,e(t.view,e(t.model,[r[0],r[1],r[2],1])))}},33539:function(t,e,r){\"use strict\";var n,i,a=r(9330).gl_plot3d,o=a.createCamera,s=a.createScene,l=r(40372),u=r(38520),c=r(73972),f=r(71828),h=f.preserveDrawingBuffer(),p=r(89298),d=r(30211),v=r(78614),g=r(58617),y=r(63538),m=r(30422),x=r(13133),b=r(96085),_=!1;function w(t,e){var r=document.createElement(\"div\"),n=t.container;this.graphDiv=t.graphDiv;var i=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");i.style.position=\"absolute\",i.style.top=i.style.left=\"0px\",i.style.width=i.style.height=\"100%\",i.style[\"z-index\"]=20,i.style[\"pointer-events\"]=\"none\",r.appendChild(i),this.svgContainer=i,r.id=t.id,r.style.position=\"absolute\",r.style.top=r.style.left=\"0px\",r.style.width=r.style.height=\"100%\",n.appendChild(r),this.fullLayout=e,this.id=t.id||\"scene\",this.fullSceneLayout=e[this.id],this.plotArgs=[[],{},{}],this.axesOptions=m(e,e[this.id]),this.spikeOptions=x(e[this.id]),this.container=r,this.staticMode=!!t.staticPlot,this.pixelRatio=this.pixelRatio||t.plotGlPixelRatio||2,this.dataScale=[1,1,1],this.contourLevels=[[],[],[]],this.convertAnnotations=c.getComponentMethod(\"annotations3d\",\"convert\"),this.drawAnnotations=c.getComponentMethod(\"annotations3d\",\"draw\"),this.initializeGLPlot()}var T=w.prototype;T.prepareOptions=function(){var t=this,e={canvas:t.canvas,gl:t.gl,glOptions:{preserveDrawingBuffer:h,premultipliedAlpha:!0,antialias:!0},container:t.container,axes:t.axesOptions,spikes:t.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1,cameraObject:t.camera,pixelRatio:t.pixelRatio};if(t.staticMode){if(!(i||(n=document.createElement(\"canvas\"),i=l({canvas:n,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"error creating static canvas/context for image server\");e.gl=i,e.canvas=n}return e};var k=!0;T.tryCreatePlot=function(){var t=this,e=t.prepareOptions(),r=!0;try{t.glplot=s(e)}catch(n){if(t.staticMode||!k||h)r=!1;else{f.warn([\"webgl setup failed possibly due to\",\"false preserveDrawingBuffer config.\",\"The mobile/tablet device may not be detected by is-mobile module.\",\"Enabling preserveDrawingBuffer in second attempt to create webgl scene...\"].join(\" \"));try{h=e.glOptions.preserveDrawingBuffer=!0,t.glplot=s(e)}catch(t){h=e.glOptions.preserveDrawingBuffer=!1,r=!1}}}return k=!1,r},T.initializeGLCamera=function(){var t=this,e=t.fullSceneLayout.camera,r=\"orthographic\"===e.projection.type;t.camera=o(t.container,{center:[e.center.x,e.center.y,e.center.z],eye:[e.eye.x,e.eye.y,e.eye.z],up:[e.up.x,e.up.y,e.up.z],_ortho:r,zoomMin:.01,zoomMax:100,mode:\"orbit\"})},T.initializeGLPlot=function(){var t=this;if(t.initializeGLCamera(),!t.tryCreatePlot())return g(t);t.traces={},t.make4thDimension();var e=t.graphDiv,r=e.layout,n=function(){var e={};return t.isCameraChanged(r)&&(e[t.id+\".camera\"]=t.getCamera()),t.isAspectChanged(r)&&(e[t.id+\".aspectratio\"]=t.glplot.getAspectratio(),\"manual\"!==r[t.id].aspectmode&&(t.fullSceneLayout.aspectmode=r[t.id].aspectmode=e[t.id+\".aspectmode\"]=\"manual\")),e},i=function(t){if(!1!==t.fullSceneLayout.dragmode){var e=n();t.saveLayout(r),t.graphDiv.emit(\"plotly_relayout\",e)}};return t.glplot.canvas&&(t.glplot.canvas.addEventListener(\"mouseup\",(function(){i(t)})),t.glplot.canvas.addEventListener(\"touchstart\",(function(){_=!0})),t.glplot.canvas.addEventListener(\"wheel\",(function(r){if(e._context._scrollZoom.gl3d){if(t.camera._ortho){var n=r.deltaX>r.deltaY?1.1:1/1.1,a=t.glplot.getAspectratio();t.glplot.setAspectratio({x:n*a.x,y:n*a.y,z:n*a.z})}i(t)}}),!!u&&{passive:!1}),t.glplot.canvas.addEventListener(\"mousemove\",(function(){if(!1!==t.fullSceneLayout.dragmode&&0!==t.camera.mouseListener.buttons){var e=n();t.graphDiv.emit(\"plotly_relayouting\",e)}})),t.staticMode||t.glplot.canvas.addEventListener(\"webglcontextlost\",(function(r){e&&e.emit&&e.emit(\"plotly_webglcontextlost\",{event:r,layer:t.id})}),!1)),t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=function(){t.render()},!0},T.render=function(){var t,e=this,r=e.graphDiv,n=e.svgContainer,i=e.container.getBoundingClientRect();r._fullLayout._calcInverseTransform(r);var 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e=function(){t.glplot.gl.isContextLost()?requestAnimationFrame(e):t.initializeGLPlot()?t.plot.apply(t,t.plotArgs):f.error(\"Catastrophic and unrecoverable WebGL error. 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i,a,o,s,l,u,c=e[n.id],f=r[n.id];n.fullLayout=e,n.fullSceneLayout=c,n.axesOptions.merge(e,c),n.spikeOptions.merge(c),n.setViewport(c),n.updateFx(c.dragmode,c.hovermode),n.camera.enableWheel=n.graphDiv._context._scrollZoom.gl3d,n.glplot.setClearColor(v(c.bgcolor)),n.setConvert(l),t?Array.isArray(t)||(t=[t]):t=[];var h=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(o=0;o<t.length;++o)!0===(i=t[o]).visible&&0!==i._length&&M(this,i,h);!function(t,e){for(var r=t.fullSceneLayout,n=r.annotations||[],i=0;i<3;i++)for(var a=A[i],o=a.charAt(0),s=r[a],l=0;l<n.length;l++){var u=n[l];if(u.visible){var c=s.r2l(u[o]);!isNaN(c)&&isFinite(c)&&(e[0][i]=Math.min(e[0][i],c),e[1][i]=Math.max(e[1][i],c))}}}(this,h);var 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T=b[s],k=T.bounds,S=T._trace.data._pad||0;\"ErrorBars\"===T.constructor.name&&l._lowerLogErrorBound?y[0][o]=Math.min(y[0][o],l._lowerLogErrorBound):y[0][o]=Math.min(y[0][o],k[0][o]/p[o]-S),y[1][o]=Math.max(y[1][o],k[1][o]/p[o]+S)}for(s=0;s<_.length;s++){var E=_[s];if(E.visible){var L=l.r2l(E[w]);y[0][o]=Math.min(y[0][o],L),y[1][o]=Math.max(y[1][o],L)}}if(\"rangemode\"in l&&\"tozero\"===l.rangemode&&(y[0][o]=Math.min(y[0][o],0),y[1][o]=Math.max(y[1][o],0)),y[0][o]>y[1][o])y[0][o]=-1,y[1][o]=1;else{var C=y[1][o]-y[0][o];y[0][o]-=C/32,y[1][o]+=C/32}if(\"reversed\"===l.autorange){var P=y[0][o];y[0][o]=y[1][o],y[1][o]=P}}else{var O=l.range;y[0][o]=l.r2l(O[0]),y[1][o]=l.r2l(O[1])}y[0][o]===y[1][o]&&(y[0][o]-=1,y[1][o]+=1),m[o]=y[1][o]-y[0][o],n.glplot.setBounds(o,{min:y[0][o]*p[o],max:y[1][o]*p[o]})}var I=c.aspectmode;if(\"cube\"===I)g=[1,1,1];else if(\"manual\"===I){var D=c.aspectratio;g=[D.x,D.y,D.z]}else{if(\"auto\"!==I&&\"data\"!==I)throw new Error(\"scene.js aspectRatio was not one of 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t=this;t.glplot&&(t.camera.mouseListener.enabled=!1,t.container.removeEventListener(\"wheel\",t.camera.wheelListener),t.camera=null,t.glplot.dispose(),t.container.parentNode.removeChild(t.container),t.glplot=null)},T.getCamera=function(){var t,e=this;return e.camera.view.recalcMatrix(e.camera.view.lastT()),{up:{x:(t=e.camera).up[0],y:t.up[1],z:t.up[2]},center:{x:t.center[0],y:t.center[1],z:t.center[2]},eye:{x:t.eye[0],y:t.eye[1],z:t.eye[2]},projection:{type:!0===t._ortho?\"orthographic\":\"perspective\"}}},T.setViewport=function(t){var e,r=this,n=t.camera;r.camera.lookAt.apply(this,[[(e=n).eye.x,e.eye.y,e.eye.z],[e.center.x,e.center.y,e.center.z],[e.up.x,e.up.y,e.up.z]]),r.glplot.setAspectratio(t.aspectratio),\"orthographic\"===n.projection.type!==r.camera._ortho&&(r.glplot.redraw(),r.glplot.clearRGBA(),r.glplot.dispose(),r.initializeGLPlot())},T.isCameraChanged=function(t){var e=this.getCamera(),r=f.nestedProperty(t,this.id+\".camera\").get();function n(t,e,r,n){var 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B(t,e,r)},N.plot=function(t,e){for(var r=this,n=e[r.id],i=!1,a=0;a<t.length;a++)if(!1===t[a][0].trace.cliponaxis){i=!0;break}r._hasClipOnAxisFalse=i,r.updateLayers(e,n),r.updateLayout(e,n),f.generalUpdatePerTraceModule(r.gd,r,t,n),r.updateFx(e,n),r.isSmith&&(delete n.realaxis.range,delete n.imaginaryaxis.range)},N.updateLayers=function(t,e){var r=this,i=r.isSmith,a=r.layers,o=r.getRadial(e),s=r.getAngular(e),l=S.layerNames,u=l.indexOf(\"frontplot\"),c=l.slice(0,u),f=\"below traces\"===s.layer,h=\"below traces\"===o.layer;f&&c.push(\"angular-line\"),h&&c.push(\"radial-line\"),f&&c.push(\"angular-axis\"),h&&c.push(\"radial-axis\"),c.push(\"frontplot\"),f||c.push(\"angular-line\"),h||c.push(\"radial-line\"),f||c.push(\"angular-axis\"),h||c.push(\"radial-axis\");var p=(i?\"smith\":\"polar\")+\"sublayer\",d=r.framework.selectAll(\".\"+p).data(c,String);d.enter().append(\"g\").attr(\"class\",(function(t){return p+\" \"+t})).each((function(t){var e=a[t]=n.select(this);switch(t){case\"frontplot\":i||e.append(\"g\").classed(\"barlayer\",!0),e.append(\"g\").classed(\"scatterlayer\",!0);break;case\"backplot\":e.append(\"g\").classed(\"maplayer\",!0);break;case\"plotbg\":a.bg=e.append(\"path\");break;case\"radial-grid\":case\"angular-grid\":e.style(\"fill\",\"none\");break;case\"radial-line\":e.append(\"line\").style(\"fill\",\"none\");break;case\"angular-line\":e.append(\"path\").style(\"fill\",\"none\")}})),d.order()},N.updateLayout=function(t,e){var r=this,n=r.layers,i=t._size,a=r.getRadial(e),o=r.getAngular(e),s=e.domain.x,f=e.domain.y;r.xOffset=i.l+i.w*s[0],r.yOffset=i.t+i.h*(1-f[1]);var h=r.xLength=i.w*(s[1]-s[0]),p=r.yLength=i.h*(f[1]-f[0]),d=r.getSector(e);r.sectorInRad=d.map(R);var v,g,y,m,x,b=r.sectorBBox=function(t){var e,r=t[0],n=t[1]-r,i=z(r,360),a=i+n,o=Math.cos(R(i)),s=Math.sin(R(i)),l=Math.cos(R(a)),u=Math.sin(R(a));return 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A,M=r.xOffset2=i.l+i.w*y[0],S=r.yOffset2=i.t+i.h*(1-m[1]),E=r.radius=v/_,L=r.innerRadius=r.getHole(e)*E,C=r.cx=M-E*b[0],P=r.cy=S+E*b[3],O=r.cxx=C-M,I=r.cyy=P-S,D=a.side;\"counterclockwise\"===D?(A=D,D=\"top\"):\"clockwise\"===D&&(A=D,D=\"bottom\"),r.radialAxis=r.mockAxis(t,e,a,{_id:\"x\",side:D,_trueSide:A,domain:[L/i.w,E/i.w]}),r.angularAxis=r.mockAxis(t,e,o,{side:\"right\",domain:[0,Math.PI],autorange:!1}),r.doAutoRange(t,e),r.updateAngularAxis(t,e),r.updateRadialAxis(t,e),r.updateRadialAxisTitle(t,e),r.xaxis=r.mockCartesianAxis(t,e,{_id:\"x\",domain:y}),r.yaxis=r.mockCartesianAxis(t,e,{_id:\"y\",domain:m});var F=r.pathSubplot();r.clipPaths.forTraces.select(\"path\").attr(\"d\",F).attr(\"transform\",l(O,I)),n.frontplot.attr(\"transform\",l(M,S)).call(c.setClipUrl,r._hasClipOnAxisFalse?null:r.clipIds.forTraces,r.gd),n.bg.attr(\"d\",F).attr(\"transform\",l(C,P)).call(u.fill,e.bgcolor)},N.mockAxis=function(t,e,r,n){var i=o.extendFlat({},r,n);return d(i,e,t),i},N.mockCartesianAxis=function(t,e,r){var n=this,i=n.isSmith,a=r._id,s=o.extendFlat({type:\"linear\"},r);p(s,t);var l={x:[0,2],y:[1,3]};return s.setRange=function(){var t=n.sectorBBox,r=l[a],i=n.radialAxis._rl,o=(i[1]-i[0])/(1-n.getHole(e));s.range=[t[r[0]]*o,t[r[1]]*o]},s.isPtWithinRange=\"x\"!==a||i?function(){return!0}:function(t){return n.isPtInside(t)},s.setRange(),s.setScale(),s},N.doAutoRange=function(t,e){var r=this,n=r.gd,i=r.radialAxis,a=r.getRadial(e);v(n,i);var o=i.range;a.range=o.slice(),a._input.range=o.slice(),i._rl=[i.r2l(o[0],null,\"gregorian\"),i.r2l(o[1],null,\"gregorian\")]},N.updateRadialAxis=function(t,e){var r=this,n=r.gd,i=r.layers,a=r.radius,c=r.innerRadius,f=r.cx,p=r.cy,d=r.getRadial(e),v=z(r.getSector(e)[0],360),g=r.radialAxis,y=c<a,m=r.isSmith;m||(r.fillViewInitialKey(\"radialaxis.angle\",d.angle),r.fillViewInitialKey(\"radialaxis.range\",g.range.slice()),g.setGeometry()),\"auto\"===g.tickangle&&v>90&&v<=270&&(g.tickangle=180);var x=m?function(t){var e=I(r,C([t.x,0]));return l(e[0]-f,e[1]-p)}:function(t){return l(g.l2p(t.x)+c,0)},b=m?function(t){return O(r,t.x,-1/0,1/0)}:function(t){return r.pathArc(g.r2p(t.x)+c)},_=j(d);if(r.radialTickLayout!==_&&(i[\"radial-axis\"].selectAll(\".xtick\").remove(),r.radialTickLayout=_),y){g.setScale();var w=0,T=m?(g.tickvals||[]).filter((function(t){return t>=0})).map((function(t){return h.tickText(g,t,!0,!1)})):h.calcTicks(g),k=m?T:h.clipEnds(g,T),A=h.getTickSigns(g)[2];m&&((\"top\"===g.ticks&&\"bottom\"===g.side||\"bottom\"===g.ticks&&\"top\"===g.side)&&(A=-A),\"top\"===g.ticks&&\"top\"===g.side&&(w=-g.ticklen),\"bottom\"===g.ticks&&\"bottom\"===g.side&&(w=g.ticklen)),h.drawTicks(n,g,{vals:T,layer:i[\"radial-axis\"],path:h.makeTickPath(g,0,A),transFn:x,crisp:!1}),h.drawGrid(n,g,{vals:k,layer:i[\"radial-grid\"],path:b,transFn:o.noop,crisp:!1}),h.drawLabels(n,g,{vals:T,layer:i[\"radial-axis\"],transFn:x,labelFns:h.makeLabelFns(g,w)})}var M=r.radialAxisAngle=r.vangles?F(U(R(d.angle),r.vangles)):d.angle,S=l(f,p),E=S+s(-M);V(i[\"radial-axis\"],y&&(d.showticklabels||d.ticks),{transform:E}),V(i[\"radial-grid\"],y&&d.showgrid,{transform:m?\"\":S}),V(i[\"radial-line\"].select(\"line\"),y&&d.showline,{x1:m?-a:c,y1:0,x2:a,y2:0,transform:E}).attr(\"stroke-width\",d.linewidth).call(u.stroke,d.linecolor)},N.updateRadialAxisTitle=function(t,e,r){if(!this.isSmith){var n=this,i=n.gd,a=n.radius,o=n.cx,s=n.cy,l=n.getRadial(e),u=n.id+\"title\",f=0;if(l.title){var h=c.bBox(n.layers[\"radial-axis\"].node()).height,p=l.title.font.size,d=l.side;f=\"top\"===d?p:\"counterclockwise\"===d?-(h+.4*p):h+.8*p}var v=void 0!==r?r:n.radialAxisAngle,g=R(v),y=Math.cos(g),m=Math.sin(g),b=o+a/2*y+f*m,_=s-a/2*m+f*y;n.layers[\"radial-axis-title\"]=x.draw(i,u,{propContainer:l,propName:n.id+\".radialaxis.title\",placeholder:D(i,\"Click to enter radial axis 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e=y(t),r=Math.cos(e),n=Math.sin(e);return\"M\"+[f+c*r,p-c*n]+\"L\"+[f+a*r,p-a*n]},w=h.makeLabelFns(v,0).labelStandoff,T={xFn:function(t){var e=y(t);return Math.cos(e)*w},yFn:function(t){var e=y(t),r=Math.sin(e)>0?.2:1;return-Math.sin(e)*(w+t.fontSize*r)+Math.abs(Math.cos(e))*(t.fontSize*M)},anchorFn:function(t){var e=y(t),r=Math.cos(e);return Math.abs(r)<.1?\"middle\":r>0?\"start\":\"end\"},heightFn:function(t,e,r){var n=y(t);return-.5*(1+Math.sin(n))*r}},k=j(d);r.angularTickLayout!==k&&(i[\"angular-axis\"].selectAll(\".\"+v._id+\"tick\").remove(),r.angularTickLayout=k);var A,S=g?[1/0].concat(v.tickvals||[]).map((function(t){return h.tickText(v,t,!0,!1)})):h.calcTicks(v);if(g&&(S[0].text=\"∞\",S[0].fontSize*=1.75),\"linear\"===e.gridshape?(A=S.map(y),o.angleDelta(A[0],A[1])<0&&(A=A.slice().reverse())):A=null,r.vangles=A,\"category\"===v.type&&(S=S.filter((function(t){return o.isAngleInsideSector(y(t),r.sectorInRad)}))),v.visible){var E=\"inside\"===v.ticks?-1:1,L=(v.linewidth||1)/2;h.drawTicks(n,v,{vals:S,layer:i[\"angular-axis\"],path:\"M\"+E*L+\",0h\"+E*v.ticklen,transFn:b,crisp:!1}),h.drawGrid(n,v,{vals:S,layer:i[\"angular-grid\"],path:_,transFn:o.noop,crisp:!1}),h.drawLabels(n,v,{vals:S,layer:i[\"angular-axis\"],repositionOnUpdate:!0,transFn:x,labelFns:T})}V(i[\"angular-line\"].select(\"path\"),d.showline,{d:r.pathSubplot(),transform:l(f,p)}).attr(\"stroke-width\",d.linewidth).call(u.stroke,d.linecolor)},N.updateFx=function(t,e){this.gd._context.staticPlot||(!this.isSmith&&(this.updateAngularDrag(t),this.updateRadialDrag(t,e,0),this.updateRadialDrag(t,e,1)),this.updateHoverAndMainDrag(t))},N.updateHoverAndMainDrag=function(t){var e,r,s=this,u=s.isSmith,c=s.gd,f=s.layers,h=t._zoomlayer,p=S.MINZOOM,d=S.OFFEDGE,v=s.radius,x=s.innerRadius,T=s.cx,k=s.cy,A=s.cxx,M=s.cyy,L=s.sectorInRad,C=s.vangles,P=s.radialAxis,O=E.clampTiny,I=E.findXYatLength,D=E.findEnclosingVertexAngles,z=S.cornerHalfWidth,R=S.cornerLen/2,F=g.makeDragger(f,\"path\",\"maindrag\",!1===t.dragmode?\"none\":\"crosshair\");n.select(F).attr(\"d\",s.pathSubplot()).attr(\"transform\",l(T,k)),F.onmousemove=function(t){m.hover(c,t,s.id),c._fullLayout._lasthover=F,c._fullLayout._hoversubplot=s.id},F.onmouseout=function(t){c._dragging||y.unhover(c,t)};var B,N,j,U,V,H,q,G,Z,Y={element:F,gd:c,subplot:s.id,plotinfo:{id:s.id,xaxis:s.xaxis,yaxis:s.yaxis},xaxes:[s.xaxis],yaxes:[s.yaxis]};function W(t,e){return Math.sqrt(t*t+e*e)}function X(t,e){return W(t-A,e-M)}function J(t,e){return Math.atan2(M-e,t-A)}function K(t,e){return[t*Math.cos(e),t*Math.sin(-e)]}function $(t,e){if(0===t)return s.pathSector(2*z);var 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n=r(39898),i=r(84267),a=r(73972),o=r(71828),s=o.strTranslate,l=o._,u=r(7901),c=r(91424),f=r(21994),h=r(1426).extendFlat,p=r(74875),d=r(89298),v=r(28569),g=r(30211),y=r(64505),m=y.freeMode,x=y.rectMode,b=r(92998),_=r(47322).prepSelect,w=r(47322).selectOnClick,T=r(47322).clearOutline,k=r(47322).clearSelectionsCache,A=r(85555);function M(t,e){this.id=t.id,this.graphDiv=t.graphDiv,this.init(e),this.makeFramework(e),this.aTickLayout=null,this.bTickLayout=null,this.cTickLayout=null}t.exports=M;var S=M.prototype;S.init=function(t){this.container=t._ternarylayer,this.defs=t._defs,this.layoutId=t._uid,this.traceHash={},this.layers={}},S.plot=function(t,e){var r=this,n=e[r.id],i=e._size;r._hasClipOnAxisFalse=!1;for(var a=0;a<t.length;a++)if(!1===t[a][0].trace.cliponaxis){r._hasClipOnAxisFalse=!0;break}r.updateLayers(n),r.adjustLayout(n,i),p.generalUpdatePerTraceModule(r.graphDiv,r,t,n),r.layers.plotbg.select(\"path\").call(u.fill,n.bgcolor)},S.makeFramework=function(t){var e=this,r=e.graphDiv,n=t[e.id],i=e.clipId=\"clip\"+e.layoutId+e.id,a=e.clipIdRelative=\"clip-relative\"+e.layoutId+e.id;e.clipDef=o.ensureSingleById(t._clips,\"clipPath\",i,(function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")})),e.clipDefRelative=o.ensureSingleById(t._clips,\"clipPath\",a,(function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")})),e.plotContainer=o.ensureSingle(e.container,\"g\",e.id),e.updateLayers(n),c.setClipUrl(e.layers.backplot,i,r),c.setClipUrl(e.layers.grids,i,r)},S.updateLayers=function(t){var e=this.layers,r=[\"draglayer\",\"plotbg\",\"backplot\",\"grids\"];\"below traces\"===t.aaxis.layer&&r.push(\"aaxis\",\"aline\"),\"below traces\"===t.baxis.layer&&r.push(\"baxis\",\"bline\"),\"below traces\"===t.caxis.layer&&r.push(\"caxis\",\"cline\"),r.push(\"frontplot\"),\"above traces\"===t.aaxis.layer&&r.push(\"aaxis\",\"aline\"),\"above traces\"===t.baxis.layer&&r.push(\"baxis\",\"bline\"),\"above traces\"===t.caxis.layer&&r.push(\"caxis\",\"cline\");var i=this.plotContainer.selectAll(\"g.toplevel\").data(r,String),a=[\"agrid\",\"bgrid\",\"cgrid\"];i.enter().append(\"g\").attr(\"class\",(function(t){return\"toplevel \"+t})).each((function(t){var r=n.select(this);e[t]=r,\"frontplot\"===t?r.append(\"g\").classed(\"scatterlayer\",!0):\"backplot\"===t?r.append(\"g\").classed(\"maplayer\",!0):\"plotbg\"===t?r.append(\"path\").attr(\"d\",\"M0,0Z\"):\"aline\"===t||\"bline\"===t||\"cline\"===t?r.append(\"path\"):\"grids\"===t&&a.forEach((function(t){e[t]=r.append(\"g\").classed(\"grid \"+t,!0)}))})),i.order()};var E=Math.sqrt(4/3);S.adjustLayout=function(t,e){var r,n,i,a,o,l,p=this,d=t.domain,v=(d.x[0]+d.x[1])/2,g=(d.y[0]+d.y[1])/2,y=d.x[1]-d.x[0],m=d.y[1]-d.y[0],x=y*e.w,b=m*e.h,_=t.sum,w=t.aaxis.min,T=t.baxis.min,k=t.caxis.min;x>E*b?i=(a=b)*E:a=(i=x)/E,o=y*i/x,l=m*a/b,r=e.l+e.w*v-i/2,n=e.t+e.h*(1-g)-a/2,p.x0=r,p.y0=n,p.w=i,p.h=a,p.sum=_,p.xaxis={type:\"linear\",range:[w+2*k-_,_-w-2*T],domain:[v-o/2,v+o/2],_id:\"x\"},f(p.xaxis,p.graphDiv._fullLayout),p.xaxis.setScale(),p.xaxis.isPtWithinRange=function(t){return t.a>=p.aaxis.range[0]&&t.a<=p.aaxis.range[1]&&t.b>=p.baxis.range[1]&&t.b<=p.baxis.range[0]&&t.c>=p.caxis.range[1]&&t.c<=p.caxis.range[0]},p.yaxis={type:\"linear\",range:[w,_-T-k],domain:[g-l/2,g+l/2],_id:\"y\"},f(p.yaxis,p.graphDiv._fullLayout),p.yaxis.setScale(),p.yaxis.isPtWithinRange=function(){return!0};var A=p.yaxis.domain[0],M=p.aaxis=h({},t.aaxis,{range:[w,_-T-k],side:\"left\",tickangle:(+t.aaxis.tickangle||0)-30,domain:[A,A+l*E],anchor:\"free\",position:0,_id:\"y\",_length:i});f(M,p.graphDiv._fullLayout),M.setScale();var S=p.baxis=h({},t.baxis,{range:[_-w-k,T],side:\"bottom\",domain:p.xaxis.domain,anchor:\"free\",position:0,_id:\"x\",_length:i});f(S,p.graphDiv._fullLayout),S.setScale();var L=p.caxis=h({},t.caxis,{range:[_-w-T,k],side:\"right\",tickangle:(+t.caxis.tickangle||0)+30,domain:[A,A+l*E],anchor:\"free\",position:0,_id:\"y\",_length:i});f(L,p.graphDiv._fullLayout),L.setScale();var C=\"M\"+r+\",\"+(n+a)+\"h\"+i+\"l-\"+i/2+\",-\"+a+\"Z\";p.clipDef.select(\"path\").attr(\"d\",C),p.layers.plotbg.select(\"path\").attr(\"d\",C);var P=\"M0,\"+a+\"h\"+i+\"l-\"+i/2+\",-\"+a+\"Z\";p.clipDefRelative.select(\"path\").attr(\"d\",P);var O=s(r,n);p.plotContainer.selectAll(\".scatterlayer,.maplayer\").attr(\"transform\",O),p.clipDefRelative.select(\"path\").attr(\"transform\",null);var I=s(r-S._offset,n+a);p.layers.baxis.attr(\"transform\",I),p.layers.bgrid.attr(\"transform\",I);var D=s(r+i/2,n)+\"rotate(30)\"+s(0,-M._offset);p.layers.aaxis.attr(\"transform\",D),p.layers.agrid.attr(\"transform\",D);var z=s(r+i/2,n)+\"rotate(-30)\"+s(0,-L._offset);p.layers.caxis.attr(\"transform\",z),p.layers.cgrid.attr(\"transform\",z),p.drawAxes(!0),p.layers.aline.select(\"path\").attr(\"d\",M.showline?\"M\"+r+\",\"+(n+a)+\"l\"+i/2+\",-\"+a:\"M0,0\").call(u.stroke,M.linecolor||\"#000\").style(\"stroke-width\",(M.linewidth||0)+\"px\"),p.layers.bline.select(\"path\").attr(\"d\",S.showline?\"M\"+r+\",\"+(n+a)+\"h\"+i:\"M0,0\").call(u.stroke,S.linecolor||\"#000\").style(\"stroke-width\",(S.linewidth||0)+\"px\"),p.layers.cline.select(\"path\").attr(\"d\",L.showline?\"M\"+(r+i/2)+\",\"+n+\"l\"+i/2+\",\"+a:\"M0,0\").call(u.stroke,L.linecolor||\"#000\").style(\"stroke-width\",(L.linewidth||0)+\"px\"),p.graphDiv._context.staticPlot||p.initInteractions(),c.setClipUrl(p.layers.frontplot,p._hasClipOnAxisFalse?null:p.clipId,p.graphDiv)},S.drawAxes=function(t){var e=this,r=e.graphDiv,n=e.id.substr(7)+\"title\",i=e.layers,a=e.aaxis,o=e.baxis,s=e.caxis;if(e.drawAx(a),e.drawAx(o),e.drawAx(s),t){var u=Math.max(a.showticklabels?a.tickfont.size/2:0,(s.showticklabels?.75*s.tickfont.size:0)+(\"outside\"===s.ticks?.87*s.ticklen:0)),c=(o.showticklabels?o.tickfont.size:0)+(\"outside\"===o.ticks?o.ticklen:0)+3;i[\"a-title\"]=b.draw(r,\"a\"+n,{propContainer:a,propName:e.id+\".aaxis.title\",placeholder:l(r,\"Click to enter Component A title\"),attributes:{x:e.x0+e.w/2,y:e.y0-a.title.font.size/3-u,\"text-anchor\":\"middle\"}}),i[\"b-title\"]=b.draw(r,\"b\"+n,{propContainer:o,propName:e.id+\".baxis.title\",placeholder:l(r,\"Click to enter Component B title\"),attributes:{x:e.x0-c,y:e.y0+e.h+.83*o.title.font.size+c,\"text-anchor\":\"middle\"}}),i[\"c-title\"]=b.draw(r,\"c\"+n,{propContainer:s,propName:e.id+\".caxis.title\",placeholder:l(r,\"Click to enter Component C title\"),attributes:{x:e.x0+e.w+c,y:e.y0+e.h+.83*s.title.font.size+c,\"text-anchor\":\"middle\"}})}},S.drawAx=function(t){var e,r=this,n=r.graphDiv,i=t._name,a=i.charAt(0),s=t._id,l=r.layers[i],u=a+\"tickLayout\",c=(e=t).ticks+String(e.ticklen)+String(e.showticklabels);r[u]!==c&&(l.selectAll(\".\"+s+\"tick\").remove(),r[u]=c),t.setScale();var f=d.calcTicks(t),h=d.clipEnds(t,f),p=d.makeTransTickFn(t),v=d.getTickSigns(t)[2],g=o.deg2rad(30),y=v*(t.linewidth||1)/2,m=v*t.ticklen,x=r.w,b=r.h,_=\"b\"===a?\"M0,\"+y+\"l\"+Math.sin(g)*m+\",\"+Math.cos(g)*m:\"M\"+y+\",0l\"+Math.cos(g)*m+\",\"+-Math.sin(g)*m,w={a:\"M0,0l\"+b+\",-\"+x/2,b:\"M0,0l-\"+x/2+\",-\"+b,c:\"M0,0l-\"+b+\",\"+x/2}[a];d.drawTicks(n,t,{vals:\"inside\"===t.ticks?h:f,layer:l,path:_,transFn:p,crisp:!1}),d.drawGrid(n,t,{vals:h,layer:r.layers[a+\"grid\"],path:w,transFn:p,crisp:!1}),d.drawLabels(n,t,{vals:f,layer:l,transFn:p,labelFns:d.makeLabelFns(t,0,30)})};var L=A.MINZOOM/2+.87,C=\"m-0.87,.5h\"+L+\"v3h-\"+(L+5.2)+\"l\"+(L/2+2.6)+\",-\"+(.87*L+4.5)+\"l2.6,1.5l-\"+L/2+\",\"+.87*L+\"Z\",P=\"m0.87,.5h-\"+L+\"v3h\"+(L+5.2)+\"l-\"+(L/2+2.6)+\",-\"+(.87*L+4.5)+\"l-2.6,1.5l\"+L/2+\",\"+.87*L+\"Z\",O=\"m0,1l\"+L/2+\",\"+.87*L+\"l2.6,-1.5l-\"+(L/2+2.6)+\",-\"+(.87*L+4.5)+\"l-\"+(L/2+2.6)+\",\"+(.87*L+4.5)+\"l2.6,1.5l\"+L/2+\",-\"+.87*L+\"Z\",I=!0;function D(t){n.select(t).selectAll(\".zoombox,.js-zoombox-backdrop,.js-zoombox-menu,.zoombox-corners\").remove()}S.clearOutline=function(){k(this.dragOptions),T(this.dragOptions.gd)},S.initInteractions=function(){var t,e,r,n,f,h,p,d,y,b,T,k,M=this,S=M.layers.plotbg.select(\"path\").node(),L=M.graphDiv,z=L._fullLayout._zoomlayer;function R(t){var e={};return e[M.id+\".aaxis.min\"]=t.a,e[M.id+\".baxis.min\"]=t.b,e[M.id+\".caxis.min\"]=t.c,e}function F(t,e){var r=L._fullLayout.clickmode;D(L),2===t&&(L.emit(\"plotly_doubleclick\",null),a.call(\"_guiRelayout\",L,R({a:0,b:0,c:0}))),r.indexOf(\"select\")>-1&&1===t&&w(e,L,[M.xaxis],[M.yaxis],M.id,M.dragOptions),r.indexOf(\"event\")>-1&&g.click(L,e,M.id)}function B(t,e){return 1-e/M.h}function N(t,e){return 1-(t+(M.h-e)/Math.sqrt(3))/M.w}function j(t,e){return(t-(M.h-e)/Math.sqrt(3))/M.w}function U(i,a){var o=r+i*t,s=n+a*e,l=Math.max(0,Math.min(1,B(0,n),B(0,s))),u=Math.max(0,Math.min(1,N(r,n),N(o,s))),c=Math.max(0,Math.min(1,j(r,n),j(o,s))),v=(l/2+c)*M.w,g=(1-l/2-u)*M.w,m=(v+g)/2,x=g-v,_=(1-l)*M.h,w=_-x/E;x<A.MINZOOM?(p=f,T.attr(\"d\",y),k.attr(\"d\",\"M0,0Z\")):(p={a:f.a+l*h,b:f.b+u*h,c:f.c+c*h},T.attr(\"d\",y+\"M\"+v+\",\"+_+\"H\"+g+\"L\"+m+\",\"+w+\"L\"+v+\",\"+_+\"Z\"),k.attr(\"d\",\"M\"+r+\",\"+n+\"m0.5,0.5h5v-2h-5v-5h-2v5h-5v2h5v5h2ZM\"+v+\",\"+_+C+\"M\"+g+\",\"+_+P+\"M\"+m+\",\"+w+O)),b||(T.transition().style(\"fill\",d>.2?\"rgba(0,0,0,0.4)\":\"rgba(255,255,255,0.3)\").duration(200),k.transition().style(\"opacity\",1).duration(200),b=!0),L.emit(\"plotly_relayouting\",R(p))}function V(){D(L),p!==f&&(a.call(\"_guiRelayout\",L,R(p)),I&&L.data&&L._context.showTips&&(o.notifier(l(L,\"Double-click to zoom back out\"),\"long\"),I=!1))}function H(t,e){var r=t/M.xaxis._m,n=e/M.yaxis._m,i=[(p={a:f.a-n,b:f.b+(r+n)/2,c:f.c-(r-n)/2}).a,p.b,p.c].sort(o.sorterAsc),a=i.indexOf(p.a),l=i.indexOf(p.b),u=i.indexOf(p.c);i[0]<0&&(i[1]+i[0]/2<0?(i[2]+=i[0]+i[1],i[0]=i[1]=0):(i[2]+=i[0]/2,i[1]+=i[0]/2,i[0]=0),p={a:i[a],b:i[l],c:i[u]},e=(f.a-p.a)*M.yaxis._m,t=(f.c-p.c-f.b+p.b)*M.xaxis._m);var h=s(M.x0+t,M.y0+e);M.plotContainer.selectAll(\".scatterlayer,.maplayer\").attr(\"transform\",h);var d=s(-t,-e);M.clipDefRelative.select(\"path\").attr(\"transform\",d),M.aaxis.range=[p.a,M.sum-p.b-p.c],M.baxis.range=[M.sum-p.a-p.c,p.b],M.caxis.range=[M.sum-p.a-p.b,p.c],M.drawAxes(!1),M._hasClipOnAxisFalse&&M.plotContainer.select(\".scatterlayer\").selectAll(\".trace\").call(c.hideOutsideRangePoints,M),L.emit(\"plotly_relayouting\",R(p))}function q(){a.call(\"_guiRelayout\",L,R(p))}this.dragOptions={element:S,gd:L,plotinfo:{id:M.id,domain:L._fullLayout[M.id].domain,xaxis:M.xaxis,yaxis:M.yaxis},subplot:M.id,prepFn:function(a,l,c){M.dragOptions.xaxes=[M.xaxis],M.dragOptions.yaxes=[M.yaxis],t=L._fullLayout._invScaleX,e=L._fullLayout._invScaleY;var v=M.dragOptions.dragmode=L._fullLayout.dragmode;m(v)?M.dragOptions.minDrag=1:M.dragOptions.minDrag=void 0,\"zoom\"===v?(M.dragOptions.moveFn=U,M.dragOptions.clickFn=F,M.dragOptions.doneFn=V,function(t,e,a){var l=S.getBoundingClientRect();r=e-l.left,n=a-l.top,L._fullLayout._calcInverseTransform(L);var c=L._fullLayout._invTransform,v=o.apply3DTransform(c)(r,n);r=v[0],n=v[1],f={a:M.aaxis.range[0],b:M.baxis.range[1],c:M.caxis.range[1]},p=f,h=M.aaxis.range[1]-f.a,d=i(M.graphDiv._fullLayout[M.id].bgcolor).getLuminance(),y=\"M0,\"+M.h+\"L\"+M.w/2+\", 0L\"+M.w+\",\"+M.h+\"Z\",b=!1,T=z.append(\"path\").attr(\"class\",\"zoombox\").attr(\"transform\",s(M.x0,M.y0)).style({fill:d>.2?\"rgba(0,0,0,0)\":\"rgba(255,255,255,0)\",\"stroke-width\":0}).attr(\"d\",y),k=z.append(\"path\").attr(\"class\",\"zoombox-corners\").attr(\"transform\",s(M.x0,M.y0)).style({fill:u.background,stroke:u.defaultLine,\"stroke-width\":1,opacity:0}).attr(\"d\",\"M0,0Z\"),M.clearOutline(L)}(0,l,c)):\"pan\"===v?(M.dragOptions.moveFn=H,M.dragOptions.clickFn=F,M.dragOptions.doneFn=q,f={a:M.aaxis.range[0],b:M.baxis.range[1],c:M.caxis.range[1]},p=f,M.clearOutline(L)):(x(v)||m(v))&&_(a,l,c,M.dragOptions,v)}},S.onmousemove=function(t){g.hover(L,t,M.id),L._fullLayout._lasthover=S,L._fullLayout._hoversubplot=M.id},S.onmouseout=function(t){L._dragging||v.unhover(L,t)},v.init(this.dragOptions)}},73972:function(t,e,r){\"use strict\";var n=r(47769),i=r(64213),a=r(75138),o=r(41965),s=r(24401).addStyleRule,l=r(1426),u=r(9012),c=r(10820),f=l.extendFlat,h=l.extendDeepAll;function 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f=n(a);this.distinctPositions=f.vals,1===f.vals.length&&r!==1/0?this.minDiff=r:this.minDiff=Math.min(f.minDiff,r);var h=(e.posAxis||{}).type;\"category\"!==h&&\"multicategory\"!==h||(this.minDiff=1),this.binWidth=this.minDiff,this.bins={}}i.prototype.put=function(t,e){var r=this.getLabel(t,e),n=this.bins[r]||0;return this.bins[r]=n+e,n},i.prototype.get=function(t,e){var r=this.getLabel(t,e);return this.bins[r]||0},i.prototype.getLabel=function(t,e){return(e<0&&this.sepNegVal?\"v\":\"^\")+(this.overlapNoMerge?t:Math.round(t/this.binWidth))}},16688:function(t,e,r){\"use strict\";var n=r(39898),i=r(7901),a=r(91424),o=r(71828),s=r(73972),l=r(72597).resizeText,u=r(1486),c=u.textfont,f=u.insidetextfont,h=u.outsidetextfont,p=r(69383);function d(t,e,r){a.pointStyle(t.selectAll(\"path\"),e,r),v(t,e,r)}function v(t,e,r){t.selectAll(\"text\").each((function(t){var i=n.select(this),s=o.ensureUniformFontSize(r,g(i,t,e,r));a.font(i,s)}))}function g(t,e,r,n){var 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n=r(7901),i=r(52075).hasColorscale,a=r(1586),o=r(71828).coercePattern;t.exports=function(t,e,r,s,l){var u=r(\"marker.color\",s),c=i(t,\"marker\");c&&a(t,e,l,r,{prefix:\"marker.\",cLetter:\"c\"}),r(\"marker.line.color\",n.defaultLine),i(t,\"marker.line\")&&a(t,e,l,r,{prefix:\"marker.line.\",cLetter:\"c\"}),r(\"marker.line.width\"),r(\"marker.opacity\"),o(r,\"marker.pattern\",u,c),r(\"selected.marker.color\"),r(\"unselected.marker.color\")}},72597:function(t,e,r){\"use strict\";var n=r(39898),i=r(71828);function a(t){return\"_\"+t+\"Text_minsize\"}t.exports={recordMinTextSize:function(t,e,r){if(r.uniformtext.mode){var n=a(t),i=r.uniformtext.minsize,o=e.scale*e.fontSize;e.hide=o<i,r[n]=r[n]||1/0,e.hide||(r[n]=Math.min(r[n],Math.max(o,i)))}},clearMinTextSize:function(t,e){e[a(t)]=void 0},resizeText:function(t,e,r){var a=t._fullLayout,o=a[\"_\"+r+\"Text_minsize\"];if(o){var 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e=f.c2l(t.pos+p,!0),a=f.l2p(e-s)+v,o=f.l2p(e+l)+v,x=h?(a+o)/2:f.l2p(e)+v,b=r.whiskerwidth,_=h?a*b+(1-b)*x:f.l2p(e-d)+v,w=h?o*b+(1-b)*x:f.l2p(e+d)+v,T=f.l2p(e-s*m)+v,k=f.l2p(e+l*m)+v,A=c.c2p(t.q1,!0),M=c.c2p(t.q3,!0),S=i.constrain(c.c2p(t.med,!0),Math.min(A,M)+1,Math.max(A,M)-1),E=void 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h=f.selectAll(\"path\").data((function(t){var e,n,a=t.pts2,o=Math.max((t.max-t.min)/10,t.q3-t.q1),s=1e-9*o,f=.01*o,h=[],p=0;if(r.jitter){if(0===o)for(p=1,h=new Array(a.length),e=0;e<a.length;e++)h[e]=1;else for(e=0;e<a.length;e++){var d=Math.max(0,e-5),v=a[d].v,g=Math.min(a.length-1,e+5),y=a[g].v;\"all\"!==c&&(a[e].v<t.lf?y=Math.min(y,t.lf):v=Math.max(v,t.uf));var m=Math.sqrt(f*(g-d)/(y-v+s))||0;m=i.constrain(Math.abs(m),0,1),h.push(m),p=Math.max(m,p)}n=2*r.jitter/(p||1)}for(e=0;e<a.length;e++){var x=a[e],b=x.v,_=r.jitter?n*h[e]*(i.pseudoRandom()-.5):0,w=t.pos+u+l*(r.pointpos+_);\"h\"===r.orientation?(x.y=w,x.x=b):(x.x=w,x.y=b),\"suspectedoutliers\"===c&&b<t.uo&&b>t.lo&&(x.so=!0)}return a}));h.enter().append(\"path\").classed(\"point\",!0),h.exit().remove(),h.call(a.translatePoints,o,s)}function l(t,e,r,a){var 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t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})).attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"perpendicular\"===t.parcatsViewModel.arrangement?\"ns-resize\":\"move\"})),k(D),E.exit().remove(),S.append(\"text\").attr(\"class\",\"catlabel\").attr(\"pointer-events\",\"none\");var z=e._fullLayout.paper_bgcolor;M.select(\"text.catlabel\").attr(\"text-anchor\",(function(t){return d(t)?\"start\":\"end\"})).attr(\"alignment-baseline\",\"middle\").style(\"text-shadow\",f.makeTextShadow(z)).style(\"fill\",\"rgb(0, 0, 0)\").attr(\"x\",(function(t){return d(t)?t.width+5:-5})).attr(\"y\",(function(t){return t.height/2})).text((function(t){return t.model.categoryLabel})).each((function(t){u.font(n.select(this),t.parcatsViewModel.categorylabelfont),f.convertToTspans(n.select(this),e)})),S.append(\"text\").attr(\"class\",\"dimlabel\"),M.select(\"text.dimlabel\").attr(\"text-anchor\",\"middle\").attr(\"alignment-baseline\",\"baseline\").attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"ew-resize\"})).attr(\"x\",(function(t){return t.width/2})).attr(\"y\",-5).text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})).each((function(t){u.font(n.select(this),t.parcatsViewModel.labelfont)})),M.selectAll(\"rect.bandrect\").on(\"mouseover\",L).on(\"mouseout\",C),M.exit().remove(),A.call(n.behavior.drag().origin((function(t){return{x:t.x,y:0}})).on(\"dragstart\",P).on(\"drag\",O).on(\"dragend\",I)),h.each((function(t){t.traceSelection=n.select(this),t.pathSelection=n.select(this).selectAll(\"g.paths\").selectAll(\"path.path\"),t.dimensionSelection=n.select(this).selectAll(\"g.dimensions\").selectAll(\"g.dimension\")})),h.exit().remove()}function p(t){return t.key}function d(t){var e=t.parcatsViewModel.dimensions.length,r=t.parcatsViewModel.dimensions[e-1].model.dimensionInd;return t.model.dimensionInd===r}function v(t,e){return t.model.rawColor>e.model.rawColor?1:t.model.rawColor<e.model.rawColor?-1:0}function g(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){s.raiseToTop(this),w(n.select(this));var e=m(t),r=x(t);if(t.parcatsViewModel.graphDiv.emit(\"plotly_hover\",{points:e,event:n.event,constraints:r}),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\")){var i,a,l,u=n.mouse(this)[0],f=t.parcatsViewModel.graphDiv,h=t.parcatsViewModel.trace,p=f._fullLayout,d=p._paperdiv.node().getBoundingClientRect(),v=t.parcatsViewModel.graphDiv.getBoundingClientRect();for(l=0;l<t.leftXs.length-1;l++)if(t.leftXs[l]+t.dimWidths[l]-2<=u&&u<=t.leftXs[l+1]+2){var g=t.parcatsViewModel.dimensions[l],y=t.parcatsViewModel.dimensions[l+1];i=(g.x+g.width+y.x)/2,a=(t.topYs[l]+t.topYs[l+1]+t.height)/2;break}var b=t.parcatsViewModel.x+i,_=t.parcatsViewModel.y+a,T=c.mostReadable(t.model.color,[\"black\",\"white\"]),k=t.model.count,A=k/t.parcatsViewModel.model.count,M={countLabel:k,probabilityLabel:A.toFixed(3)},S=[];-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&S.push([\"Count:\",M.countLabel].join(\" \")),-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&S.push([\"P:\",M.probabilityLabel].join(\" \"));var E=S.join(\"<br>\"),L=n.mouse(f)[0];o.loneHover({trace:h,x:b-d.left+v.left,y:_-d.top+v.top,text:E,color:t.model.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:10,fontColor:T,idealAlign:L<b?\"right\":\"left\",hovertemplate:(h.line||{}).hovertemplate,hovertemplateLabels:M,eventData:[{data:h._input,fullData:h,count:k,probability:A}]},{container:p._hoverlayer.node(),outerContainer:p._paper.node(),gd:f})}}}function y(t){if(!t.parcatsViewModel.dragDimension&&(_(n.select(this)),o.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()),t.parcatsViewModel.pathSelection.sort(v),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\"))){var e=m(t),r=x(t);t.parcatsViewModel.graphDiv.emit(\"plotly_unhover\",{points:e,event:n.event,constraints:r})}}function m(t){for(var e=[],r=D(t.parcatsViewModel),n=0;n<t.model.valueInds.length;n++){var i=t.model.valueInds[n];e.push({curveNumber:r,pointNumber:i})}return e}function x(t){for(var e={},r=t.parcatsViewModel.model.dimensions,n=0;n<r.length;n++){var i=r[n],a=i.categories[t.model.categoryInds[n]];e[i.containerInd]=a.categoryValue}return void 0!==t.model.rawColor&&(e.color=t.model.rawColor),e}function b(t){if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){var e=m(t),r=x(t);t.parcatsViewModel.graphDiv.emit(\"plotly_click\",{points:e,event:n.event,constraints:r})}}function _(t){t.attr(\"fill\",(function(t){return t.model.color})).attr(\"fill-opacity\",.6).attr(\"stroke\",\"lightgray\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1)}function w(t){t.attr(\"fill-opacity\",.8).attr(\"stroke\",(function(t){return c.mostReadable(t.model.color,[\"black\",\"white\"])})).attr(\"stroke-width\",.3)}function T(t){t.select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",1).attr(\"stroke-opacity\",1)}function k(t){t.attr(\"stroke\",\"black\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1).attr(\"fill-opacity\",1)}function A(t){var e=t.parcatsViewModel.pathSelection,r=t.categoryViewModel.model.dimensionInd,n=t.categoryViewModel.model.categoryInd;return e.filter((function(e){return e.model.categoryInds[r]===n&&e.model.color===t.color}))}function M(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=n.select(t.parentNode).selectAll(\"rect.bandrect\"),l=[];s.each((function(t){A(t).each((function(t){Array.prototype.push.apply(l,m(t))}))}));var u={};u[a.dimensionInd]=a.categoryValue,o.emit(e,{points:l,event:r,constraints:u})}function S(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=A(i),l=[];s.each((function(t){Array.prototype.push.apply(l,m(t))}));var u={};u[a.dimensionInd]=a.categoryValue,void 0!==i.rawColor&&(u.color=i.rawColor),o.emit(e,{points:l,event:r,constraints:u})}function E(t,e,r){t._fullLayout._calcInverseTransform(t);var i,a,o=t._fullLayout._invScaleX,s=t._fullLayout._invScaleY,l=n.select(r.parentNode).select(\"rect.catrect\"),u=l.node().getBoundingClientRect(),c=l.datum(),f=c.parcatsViewModel,h=f.model.dimensions[c.model.dimensionInd],p=f.trace,d=u.top+u.height/2;f.dimensions.length>1&&h.displayInd===f.dimensions.length-1?(i=u.left,a=\"left\"):(i=u.left+u.width,a=\"right\");var v=c.model.count,g=c.model.categoryLabel,y=v/c.parcatsViewModel.model.count,m={countLabel:v,categoryLabel:g,probabilityLabel:y.toFixed(3)},x=[];-1!==c.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&x.push([\"Count:\",m.countLabel].join(\" \")),-1!==c.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&x.push([\"P(\"+m.categoryLabel+\"):\",m.probabilityLabel].join(\" \"));var b=x.join(\"<br>\");return{trace:p,x:o*(i-e.left),y:s*(d-e.top),text:b,color:\"lightgray\",borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:12,fontColor:\"black\",idealAlign:a,hovertemplate:p.hovertemplate,hovertemplateLabels:m,eventData:[{data:p._input,fullData:p,count:v,category:g,probability:y}]}}function L(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){if(n.mouse(this)[1]<-1)return;var e,r=t.parcatsViewModel.graphDiv,i=r._fullLayout,a=i._paperdiv.node().getBoundingClientRect(),l=t.parcatsViewModel.hoveron,u=this;\"color\"===l?(function(t){var e=n.select(t).datum(),r=A(e);w(r),r.each((function(){s.raiseToTop(this)})),n.select(t.parentNode).selectAll(\"rect.bandrect\").filter((function(t){return t.color===e.color})).each((function(){s.raiseToTop(this),n.select(this).attr(\"stroke\",\"black\").attr(\"stroke-width\",1.5)}))}(u),S(u,\"plotly_hover\",n.event)):(function(t){n.select(t.parentNode).selectAll(\"rect.bandrect\").each((function(t){var e=A(t);w(e),e.each((function(){s.raiseToTop(this)}))})),n.select(t.parentNode).select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",2.5)}(u),M(u,\"plotly_hover\",n.event)),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\")&&(\"category\"===l?e=E(r,a,u):\"color\"===l?e=function(t,e,r){t._fullLayout._calcInverseTransform(t);var i,a,o=t._fullLayout._invScaleX,s=t._fullLayout._invScaleY,l=r.getBoundingClientRect(),u=n.select(r).datum(),f=u.categoryViewModel,h=f.parcatsViewModel,p=h.model.dimensions[f.model.dimensionInd],d=h.trace,v=l.y+l.height/2;h.dimensions.length>1&&p.displayInd===h.dimensions.length-1?(i=l.left,a=\"left\"):(i=l.left+l.width,a=\"right\");var g=f.model.categoryLabel,y=u.parcatsViewModel.model.count,m=0;u.categoryViewModel.bands.forEach((function(t){t.color===u.color&&(m+=t.count)}));var x=f.model.count,b=0;h.pathSelection.each((function(t){t.model.color===u.color&&(b+=t.model.count)}));var _=m/y,w=m/b,T=m/x,k={countLabel:y,categoryLabel:g,probabilityLabel:_.toFixed(3)},A=[];-1!==f.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&A.push([\"Count:\",k.countLabel].join(\" \")),-1!==f.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&(A.push(\"P(color ∩ \"+g+\"): \"+k.probabilityLabel),A.push(\"P(\"+g+\" | color): \"+w.toFixed(3)),A.push(\"P(color | \"+g+\"): \"+T.toFixed(3)));var M=A.join(\"<br>\"),S=c.mostReadable(u.color,[\"black\",\"white\"]);return{trace:d,x:o*(i-e.left),y:s*(v-e.top),text:M,color:u.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontColor:S,fontSize:10,idealAlign:a,hovertemplate:d.hovertemplate,hovertemplateLabels:k,eventData:[{data:d._input,fullData:d,category:g,count:y,probability:_,categorycount:x,colorcount:b,bandcolorcount:m}]}}(r,a,u):\"dimension\"===l&&(e=function(t,e,r){var i=[];return n.select(r.parentNode.parentNode).selectAll(\"g.category\").select(\"rect.catrect\").each((function(){i.push(E(t,e,this))})),i}(r,a,u)),e&&o.loneHover(e,{container:i._hoverlayer.node(),outerContainer:i._paper.node(),gd:r}))}}function C(t){var e=t.parcatsViewModel;e.dragDimension||(_(e.pathSelection),T(e.dimensionSelection.selectAll(\"g.category\")),k(e.dimensionSelection.selectAll(\"g.category\").selectAll(\"rect.bandrect\")),o.loneUnhover(e.graphDiv._fullLayout._hoverlayer.node()),e.pathSelection.sort(v),-1!==e.hoverinfoItems.indexOf(\"skip\"))||(\"color\"===t.parcatsViewModel.hoveron?S(this,\"plotly_unhover\",n.event):M(this,\"plotly_unhover\",n.event))}function P(t){\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragDimensionDisplayInd=t.model.displayInd,t.initialDragDimensionDisplayInds=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),t.dragHasMoved=!1,t.dragCategoryDisplayInd=null,n.select(this).selectAll(\"g.category\").select(\"rect.catrect\").each((function(e){var r=n.mouse(this)[0],i=n.mouse(this)[1];-2<=r&&r<=e.width+2&&-2<=i&&i<=e.height+2&&(t.dragCategoryDisplayInd=e.model.displayInd,t.initialDragCategoryDisplayInds=t.model.categories.map((function(t){return t.displayInd})),e.model.dragY=e.y,s.raiseToTop(this.parentNode),n.select(this.parentNode).selectAll(\"rect.bandrect\").each((function(e){e.y<i&&i<=e.y+e.height&&(t.potentialClickBand=this)})))})),t.parcatsViewModel.dragDimension=t,o.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()))}function O(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragHasMoved=!0,null!==t.dragDimensionDisplayInd)){var e=t.dragDimensionDisplayInd,r=e-1,i=e+1,a=t.parcatsViewModel.dimensions[e];if(null!==t.dragCategoryDisplayInd){var o=a.categories[t.dragCategoryDisplayInd];o.model.dragY+=n.event.dy;var s=o.model.dragY,l=o.model.displayInd,u=a.categories,c=u[l-1],f=u[l+1];void 0!==c&&s<c.y+c.height/2&&(o.model.displayInd=c.model.displayInd,c.model.displayInd=l),void 0!==f&&s+o.height>f.y+f.height/2&&(o.model.displayInd=f.model.displayInd,f.model.displayInd=l),t.dragCategoryDisplayInd=o.model.displayInd}if(null===t.dragCategoryDisplayInd||\"freeform\"===t.parcatsViewModel.arrangement){a.model.dragX=n.event.x;var h=t.parcatsViewModel.dimensions[r],p=t.parcatsViewModel.dimensions[i];void 0!==h&&a.model.dragX<h.x+h.width&&(a.model.displayInd=h.model.displayInd,h.model.displayInd=e),void 0!==p&&a.model.dragX+a.width>p.x&&(a.model.displayInd=p.model.displayInd,p.model.displayInd=t.dragDimensionDisplayInd),t.dragDimensionDisplayInd=a.model.displayInd}j(t.parcatsViewModel),N(t.parcatsViewModel),R(t.parcatsViewModel),z(t.parcatsViewModel)}}function I(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&null!==t.dragDimensionDisplayInd){n.select(this).selectAll(\"text\").attr(\"font-weight\",\"normal\");var e={},r=D(t.parcatsViewModel),i=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),o=t.initialDragDimensionDisplayInds.some((function(t,e){return t!==i[e]}));o&&i.forEach((function(r,n){var i=t.parcatsViewModel.model.dimensions[n].containerInd;e[\"dimensions[\"+i+\"].displayindex\"]=r}));var s=!1;if(null!==t.dragCategoryDisplayInd){var l=t.model.categories.map((function(t){return t.displayInd}));if(s=t.initialDragCategoryDisplayInds.some((function(t,e){return t!==l[e]}))){var u=t.model.categories.slice().sort((function(t,e){return t.displayInd-e.displayInd})),c=u.map((function(t){return t.categoryValue})),f=u.map((function(t){return t.categoryLabel}));e[\"dimensions[\"+t.model.containerInd+\"].categoryarray\"]=[c],e[\"dimensions[\"+t.model.containerInd+\"].ticktext\"]=[f],e[\"dimensions[\"+t.model.containerInd+\"].categoryorder\"]=\"array\"}}-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")&&!t.dragHasMoved&&t.potentialClickBand&&(\"color\"===t.parcatsViewModel.hoveron?S(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent):M(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent)),t.model.dragX=null,null!==t.dragCategoryDisplayInd&&(t.parcatsViewModel.dimensions[t.dragDimensionDisplayInd].categories[t.dragCategoryDisplayInd].model.dragY=null,t.dragCategoryDisplayInd=null),t.dragDimensionDisplayInd=null,t.parcatsViewModel.dragDimension=null,t.dragHasMoved=null,t.potentialClickBand=null,j(t.parcatsViewModel),N(t.parcatsViewModel),n.transition().duration(300).ease(\"cubic-in-out\").each((function(){R(t.parcatsViewModel,!0),z(t.parcatsViewModel,!0)})).each(\"end\",(function(){(o||s)&&a.restyle(t.parcatsViewModel.graphDiv,e,[r])}))}}function D(t){for(var e,r=t.graphDiv._fullData,n=0;n<r.length;n++)if(t.key===r[n].uid){e=n;break}return e}function z(t,e){var r;void 0===e&&(e=!1),t.pathSelection.data((function(t){return t.paths}),p),(r=t.pathSelection,e?r.transition():r).attr(\"d\",(function(t){return t.svgD}))}function R(t,e){function r(t){return e?t.transition():t}void 0===e&&(e=!1),t.dimensionSelection.data((function(t){return t.dimensions}),p);var i=t.dimensionSelection.selectAll(\"g.category\").data((function(t){return t.categories}),p);r(t.dimensionSelection).attr(\"transform\",(function(t){return l(t.x,0)})),r(i).attr(\"transform\",(function(t){return l(0,t.y)})),i.select(\".dimlabel\").text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})),i.select(\".catlabel\").attr(\"text-anchor\",(function(t){return d(t)?\"start\":\"end\"})).attr(\"x\",(function(t){return d(t)?t.width+5:-5})).each((function(t){var e,r;d(t)?(e=t.width+5,r=\"start\"):(e=-5,r=\"end\"),n.select(this).selectAll(\"tspan\").attr(\"x\",e).attr(\"text-anchor\",r)}));var a=i.selectAll(\"rect.bandrect\").data((function(t){return t.bands}),p),o=a.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"cursor\",\"move\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.color})).attr(\"fill-opacity\",0);a.attr(\"fill\",(function(t){return t.color})).attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})),k(o),a.each((function(){s.raiseToTop(this)})),a.exit().remove()}function F(t,e,r){var n,i=r[0],a=e.margin||{l:80,r:80,t:100,b:80},o=i.trace,s=o.domain,l=e.width,u=e.height,c=Math.floor(l*(s.x[1]-s.x[0])),f=Math.floor(u*(s.y[1]-s.y[0])),h=s.x[0]*l+a.l,p=e.height-s.y[1]*e.height+a.t,d=o.line.shape;n=\"all\"===o.hoverinfo?[\"count\",\"probability\"]:(o.hoverinfo||\"\").split(\"+\");var v={trace:o,key:o.uid,model:i,x:h,y:p,width:c,height:f,hoveron:o.hoveron,hoverinfoItems:n,arrangement:o.arrangement,bundlecolors:o.bundlecolors,sortpaths:o.sortpaths,labelfont:o.labelfont,categorylabelfont:o.tickfont,pathShape:d,dragDimension:null,margin:a,paths:[],dimensions:[],graphDiv:t,traceSelection:null,pathSelection:null,dimensionSelection:null};return i.dimensions&&(j(v),N(v)),v}function B(t,e,r,n,a){var o,s,l=[],u=[];for(s=0;s<r.length-1;s++)o=i(r[s]+t[s],t[s+1]),l.push(o(a)),u.push(o(1-a));var c=\"M \"+t[0]+\",\"+e[0];for(c+=\"l\"+r[0]+\",0 \",s=1;s<r.length;s++)c+=\"C\"+l[s-1]+\",\"+e[s-1]+\" \"+u[s-1]+\",\"+e[s]+\" \"+t[s]+\",\"+e[s],c+=\"l\"+r[s]+\",0 \";for(c+=\"l0,\"+n+\" \",c+=\"l -\"+r[r.length-1]+\",0 \",s=r.length-2;s>=0;s--)c+=\"C\"+u[s]+\",\"+(e[s+1]+n)+\" \"+l[s]+\",\"+(e[s]+n)+\" \"+(t[s]+r[s])+\",\"+(e[s]+n),c+=\"l-\"+r[s]+\",0 \";return c+\"Z\"}function N(t){var e=t.dimensions,r=t.model,n=e.map((function(t){return t.categories.map((function(t){return t.y}))})),i=t.model.dimensions.map((function(t){return t.categories.map((function(t){return t.displayInd}))})),a=t.model.dimensions.map((function(t){return t.displayInd})),o=t.dimensions.map((function(t){return t.model.dimensionInd})),s=e.map((function(t){return t.x})),l=e.map((function(t){return t.width})),u=[];for(var c in r.paths)r.paths.hasOwnProperty(c)&&u.push(r.paths[c]);function f(t){var e=t.categoryInds.map((function(t,e){return i[e][t]}));return o.map((function(t){return e[t]}))}u.sort((function(e,r){var n=f(e),i=f(r);return\"backward\"===t.sortpaths&&(n.reverse(),i.reverse()),n.push(e.valueInds[0]),i.push(r.valueInds[0]),t.bundlecolors&&(n.unshift(e.rawColor),i.unshift(r.rawColor)),n<i?-1:n>i?1:0}));for(var h=new Array(u.length),p=e[0].model.count,d=e[0].categories.map((function(t){return t.height})).reduce((function(t,e){return t+e})),v=0;v<u.length;v++){var g,y=u[v];g=p>0?d*(y.count/p):0;for(var m,x=new Array(n.length),b=0;b<y.categoryInds.length;b++){var 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n=r(50693),i=r(13838),a=r(41940),o=r(27670).Y,s=r(1426).extendFlat,l=r(44467).templatedArray;t.exports={domain:o({name:\"parcoords\",trace:!0,editType:\"plot\"}),labelangle:{valType:\"angle\",dflt:0,editType:\"plot\"},labelside:{valType:\"enumerated\",values:[\"top\",\"bottom\"],dflt:\"top\",editType:\"plot\"},labelfont:a({editType:\"plot\"}),tickfont:a({editType:\"plot\"}),rangefont:a({editType:\"plot\"}),dimensions:l(\"dimension\",{label:{valType:\"string\",editType:\"plot\"},tickvals:s({},i.tickvals,{editType:\"plot\"}),ticktext:s({},i.ticktext,{editType:\"plot\"}),tickformat:s({},i.tickformat,{editType:\"plot\"}),visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},range:{valType:\"info_array\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},constraintrange:{valType:\"info_array\",freeLength:!0,dimensions:\"1-2\",items:[{valType:\"any\",editType:\"plot\"},{valType:\"any\",editType:\"plot\"}],editType:\"plot\"},multiselect:{valType:\"boolean\",dflt:!0,editType:\"plot\"},values:{valType:\"data_array\",editType:\"calc\"},editType:\"calc\"}),line:s({editType:\"calc\"},n(\"line\",{colorscaleDflt:\"Viridis\",autoColorDflt:!1,editTypeOverride:\"calc\"})),unselected:{line:{color:{valType:\"color\",dflt:\"#7f7f7f\",editType:\"plot\"},opacity:{valType:\"number\",min:0,max:1,dflt:\"auto\",editType:\"plot\"},editType:\"plot\"},editType:\"plot\"}}},57920:function(t,e,r){\"use 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s(\"line.colorscale\"),a(t,e,o,s,{prefix:\"line.\",cLetter:\"c\"}),l.length;e.line.color=r}return 1/0}(t,e,r,l,c);o(e,l,c),Array.isArray(v)&&v.length||(e.visible=!1),h(e,v,\"values\",g);var y={family:l.font.family,size:Math.round(l.font.size/1.2),color:l.font.color};n.coerceFont(c,\"labelfont\",y),n.coerceFont(c,\"tickfont\",y),n.coerceFont(c,\"rangefont\",y),c(\"labelangle\"),c(\"labelside\"),c(\"unselected.line.color\"),c(\"unselected.line.opacity\")}},1602:function(t,e,r){\"use strict\";var n=r(71828).isTypedArray;e.convertTypedArray=function(t){return n(t)?Array.prototype.slice.call(t):t},e.isOrdinal=function(t){return!!t.tickvals},e.isVisible=function(t){return t.visible||!(\"visible\"in t)}},67618:function(t,e,r){\"use strict\";var n=r(71791);n.plot=r(21341),t.exports=n},83398:function(t,e,r){\"use strict\";var n=r(56068),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nattribute vec4 p01_04, p05_08, p09_12, p13_16,\\n               p17_20, p21_24, p25_28, p29_32,\\n               p33_36, p37_40, p41_44, p45_48,\\n               p49_52, p53_56, p57_60, colors;\\n\\nuniform mat4 dim0A, dim1A, dim0B, dim1B, dim0C, dim1C, dim0D, dim1D,\\n             loA, hiA, loB, hiB, loC, hiC, loD, hiD;\\n\\nuniform vec2 resolution, viewBoxPos, viewBoxSize;\\nuniform float maskHeight;\\nuniform float drwLayer; // 0: context, 1: focus, 2: pick\\nuniform vec4 contextColor;\\nuniform sampler2D maskTexture, palette;\\n\\nbool isPick    = (drwLayer > 1.5);\\nbool isContext = (drwLayer < 0.5);\\n\\nconst vec4 ZEROS = vec4(0.0, 0.0, 0.0, 0.0);\\nconst vec4 UNITS = vec4(1.0, 1.0, 1.0, 1.0);\\n\\nfloat val(mat4 p, mat4 v) {\\n    return dot(matrixCompMult(p, v) * UNITS, UNITS);\\n}\\n\\nfloat axisY(float ratio, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float y1 = val(A, dim0A) + val(B, dim0B) + val(C, dim0C) + val(D, dim0D);\\n    float y2 = val(A, dim1A) + val(B, dim1B) + val(C, dim1C) + val(D, dim1D);\\n    return y1 * (1.0 - ratio) + y2 * ratio;\\n}\\n\\nint iMod(int a, int b) {\\n    return a - b * (a / b);\\n}\\n\\nbool fOutside(float p, float lo, float hi) {\\n    return (lo < hi) && (lo > p || p > hi);\\n}\\n\\nbool vOutside(vec4 p, vec4 lo, vec4 hi) {\\n    return (\\n        fOutside(p[0], lo[0], hi[0]) ||\\n        fOutside(p[1], lo[1], hi[1]) ||\\n        fOutside(p[2], lo[2], hi[2]) ||\\n        fOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool mOutside(mat4 p, mat4 lo, mat4 hi) {\\n    return (\\n        vOutside(p[0], lo[0], hi[0]) ||\\n        vOutside(p[1], lo[1], hi[1]) ||\\n        vOutside(p[2], lo[2], hi[2]) ||\\n        vOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool outsideBoundingBox(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    return mOutside(A, loA, hiA) ||\\n           mOutside(B, loB, hiB) ||\\n           mOutside(C, loC, hiC) ||\\n           mOutside(D, loD, hiD);\\n}\\n\\nbool outsideRasterMask(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    mat4 pnts[4];\\n    pnts[0] = A;\\n    pnts[1] = B;\\n    pnts[2] = C;\\n    pnts[3] = D;\\n\\n    for(int i = 0; i < 4; ++i) {\\n        for(int j = 0; j < 4; ++j) {\\n            for(int k = 0; k < 4; ++k) {\\n                if(0 == iMod(\\n                    int(255.0 * texture2D(maskTexture,\\n                        vec2(\\n                            (float(i * 2 + j / 2) + 0.5) / 8.0,\\n                            (pnts[i][j][k] * (maskHeight - 1.0) + 1.0) / maskHeight\\n                        ))[3]\\n                    ) / int(pow(2.0, float(iMod(j * 4 + k, 8)))),\\n                    2\\n                )) return true;\\n            }\\n        }\\n    }\\n    return false;\\n}\\n\\nvec4 position(bool isContext, float v, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float x = 0.5 * sign(v) + 0.5;\\n    float y = axisY(x, A, B, C, D);\\n    float z = 1.0 - abs(v);\\n\\n    z += isContext ? 0.0 : 2.0 * float(\\n        outsideBoundingBox(A, B, C, D) ||\\n        outsideRasterMask(A, B, C, D)\\n    );\\n\\n    return vec4(\\n        2.0 * (vec2(x, y) * viewBoxSize + viewBoxPos) / resolution - 1.0,\\n        z,\\n        1.0\\n    );\\n}\\n\\nvoid main() {\\n    mat4 A = mat4(p01_04, p05_08, p09_12, p13_16);\\n    mat4 B = mat4(p17_20, p21_24, p25_28, p29_32);\\n    mat4 C = mat4(p33_36, p37_40, p41_44, p45_48);\\n    mat4 D = mat4(p49_52, p53_56, p57_60, ZEROS);\\n\\n    float v = colors[3];\\n\\n    gl_Position = position(isContext, v, A, B, C, D);\\n\\n    fragColor =\\n        isContext ? vec4(contextColor) :\\n        isPick ? vec4(colors.rgb, 1.0) : texture2D(palette, vec2(abs(v), 0.5));\\n}\\n\"]),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n    gl_FragColor = fragColor;\\n}\\n\"]),o=r(25706).maxDimensionCount,s=r(71828),l=1e-6,u=new Uint8Array(4),c=new Uint8Array(4),f={shape:[256,1],format:\"rgba\",type:\"uint8\",mag:\"nearest\",min:\"nearest\"};function h(t,e,r,n,i){var a=t._gl;a.enable(a.SCISSOR_TEST),a.scissor(e,r,n,i),t.clear({color:[0,0,0,0],depth:1})}function p(t,e,r,n,i,a){var o=a.key;r.drawCompleted||(function(t){t.read({x:0,y:0,width:1,height:1,data:u})}(t),r.drawCompleted=!0),function s(l){var u=Math.min(n,i-l*n);0===l&&(window.cancelAnimationFrame(r.currentRafs[o]),delete r.currentRafs[o],h(t,a.scissorX,a.scissorY,a.scissorWidth,a.viewBoxSize[1])),r.clearOnly||(a.count=2*u,a.offset=2*l*n,e(a),l*n+u<i&&(r.currentRafs[o]=window.requestAnimationFrame((function(){s(l+1)}))),r.drawCompleted=!1)}(0)}function d(t,e){for(var r=new Array(256),n=0;n<256;n++)r[n]=t(n/255).concat(e);return r}function v(t,e){return(t>>>8*e)%256/255}function g(t,e,r){for(var n=new Array(8*e),i=0,a=0;a<e;a++)for(var o=0;o<2;o++)for(var s=0;s<4;s++){var l=4*t+s,u=r[64*a+l];63===l&&0===o&&(u*=-1),n[i++]=u}return n}function y(t){var e=\"0\"+t;return e.substr(e.length-2)}function m(t){return t<o?\"p\"+y(t+1)+\"_\"+y(t+4):\"colors\"}function x(t,e,r,n,i,a,o,l,u,c,f,h,p,d){for(var v=[[],[]],g=0;g<64;g++)v[0][g]=g===i?1:0,v[1][g]=g===a?1:0;o*=d,l*=d,u*=d,c*=d;var y=t.lines.canvasOverdrag*d,m=t.domain,x=t.canvasWidth*d,b=t.canvasHeight*d,_=t.pad.l*d,w=t.pad.b*d,T=t.layoutHeight*d,k=t.layoutWidth*d,A=t.deselectedLines.color,M=t.deselectedLines.opacity;return s.extendFlat({key:f,resolution:[x,b],viewBoxPos:[o+y,l],viewBoxSize:[u,c],i0:i,i1:a,dim0A:v[0].slice(0,16),dim0B:v[0].slice(16,32),dim0C:v[0].slice(32,48),dim0D:v[0].slice(48,64),dim1A:v[1].slice(0,16),dim1B:v[1].slice(16,32),dim1C:v[1].slice(32,48),dim1D:v[1].slice(48,64),drwLayer:h,contextColor:[A[0]/255,A[1]/255,A[2]/255,\"auto\"!==M?A[3]*M:Math.max(1/255,Math.pow(1/t.lines.color.length,1/3))],scissorX:(n===e?0:o+y)+(_-y)+k*m.x[0],scissorWidth:(n===r?x-o+y:u+.5)+(n===e?o+y:0),scissorY:l+w+T*m.y[0],scissorHeight:c,viewportX:_-y+k*m.x[0],viewportY:w+T*m.y[0],viewportWidth:x,viewportHeight:b},p)}function b(t){var e=2047,r=Math.max(0,Math.floor(t[0]*e),0),n=Math.min(e,Math.ceil(t[1]*e),e);return[Math.min(r,n),Math.max(r,n)]}t.exports=function(t,e){var r,n,u,y,_,w=e.context,T=e.pick,k=e.regl,A=k._gl,M=A.getParameter(A.ALIASED_LINE_WIDTH_RANGE),S=Math.max(M[0],Math.min(M[1],e.viewModel.plotGlPixelRatio)),E={currentRafs:{},drawCompleted:!0,clearOnly:!1},L=function(t){for(var e={},r=0;r<=o;r+=4)e[m(r)]=t.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array(0)});return e}(k),C=k.texture(f),P=[];I(e);var O=k({profile:!1,blend:{enable:w,func:{srcRGB:\"src alpha\",dstRGB:\"one minus src 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I(t){r=t.model,n=t.viewModel,u=n.dimensions.slice(),y=u[0]?u[0].values.length:0;var e=r.lines,i=T?e.color.map((function(t,r){return r/e.color.length})):e.color,a=function(t,e,r){for(var n,i=new Array(t*(o+4)),a=0,s=0;s<t;s++){for(var u=0;u<o;u++)i[a++]=u<e.length?e[u].paddedUnitValues[s]:.5;i[a++]=v(s,2),i[a++]=v(s,1),i[a++]=v(s,0),i[a++]=(n=r[s],Math.max(l,Math.min(.999999,n)))}return i}(y,u,i);!function(t,e,r){for(var n=0;n<=o;n+=4)t[m(n)](g(n/4,e,r))}(L,y,a),w||T||(C=k.texture(s.extendFlat({data:d(r.unitToColor,255)},f)))}return{render:function(t,e,n){var i,a,o,s=t.length,l=1/0,c=-1/0;for(i=0;i<s;i++)t[i].dim0.canvasX<l&&(l=t[i].dim0.canvasX,a=i),t[i].dim1.canvasX>c&&(c=t[i].dim1.canvasX,o=i);0===s&&h(k,0,0,r.canvasWidth,r.canvasHeight);var f=function(t){var e,r,n,i=[[],[]];for(n=0;n<64;n++){var a=!t&&n<u.length?u[n].brush.filter.getBounds():[-1/0,1/0];i[0][n]=a[0],i[1][n]=a[1]}var o=new Array(16384);for(e=0;e<16384;e++)o[e]=255;if(!t)for(e=0;e<u.length;e++){var s=e%8,l=(e-s)/8,c=Math.pow(2,s),f=u[e].brush.filter.get();if(!(f.length<2)){var h=b(f[0])[1];for(r=1;r<f.length;r++){var p=b(f[r]);for(n=h+1;n<p[0];n++)o[8*n+l]&=~c;h=Math.max(h,p[1])}}}var d={shape:[8,2048],format:\"alpha\",type:\"uint8\",mag:\"nearest\",min:\"nearest\",data:o};return _?_(d):_=k.texture(d),{maskTexture:_,maskHeight:2048,loA:i[0].slice(0,16),loB:i[0].slice(16,32),loC:i[0].slice(32,48),loD:i[0].slice(48,64),hiA:i[1].slice(0,16),hiB:i[1].slice(16,32),hiC:i[1].slice(32,48),hiD:i[1].slice(48,64)}}(w);for(i=0;i<s;i++){var d=t[i],v=d.dim0.crossfilterDimensionIndex,g=d.dim1.crossfilterDimensionIndex,m=d.canvasX,A=d.canvasY,M=m+d.panelSizeX,S=d.plotGlPixelRatio;if(e||!P[v]||P[v][0]!==m||P[v][1]!==M){P[v]=[m,M];var L=x(r,a,o,i,v,g,m,A,d.panelSizeX,d.panelSizeY,d.dim0.crossfilterDimensionIndex,w?0:T?2:1,f,S);E.clearOnly=n;var C=e?r.lines.blockLineCount:y;p(k,O,E,C,y,L)}}},readPixel:function(t,e){return k.read({x:t,y:e,width:1,height:1,data:c}),c},readPixels:function(t,e,r,n){var i=new Uint8Array(4*r*n);return k.read({x:t,y:e,width:r,height:n,data:i}),i},destroy:function(){for(var e in t.style[\"pointer-events\"]=\"none\",C.destroy(),_&&_.destroy(),L)L[e].destroy()},update:I}}},94397:function(t){\"use strict\";t.exports=function(t,e,r,n){var i,a;for(n||(n=1/0),i=0;i<e.length;i++)(a=e[i]).visible&&(n=Math.min(n,a[r].length));for(n===1/0&&(n=0),t._length=n,i=0;i<e.length;i++)(a=e[i]).visible&&(a._length=n);return n}},17171:function(t,e,r){\"use strict\";var n=r(39898),i=r(71828),a=i.numberFormat,o=r(36652),s=r(89298),l=i.strRotate,u=i.strTranslate,c=r(63893),f=r(91424),h=r(21081),p=r(28984),d=p.keyFun,v=p.repeat,g=p.unwrap,y=r(1602),m=r(25706),x=r(57920),b=r(83398);function _(t,e,r){return i.aggNums(t,null,e,r)}function w(t,e){return k(_(Math.min,t,e),_(Math.max,t,e))}function T(t){var e=t.range;return e?k(e[0],e[1]):w(t.values,t._length)}function k(t,e){return!isNaN(t)&&isFinite(t)||(t=0),!isNaN(e)&&isFinite(e)||(e=0),t===e&&(0===t?(t-=1,e+=1):(t*=.9,e*=1.1)),[t,e]}function A(t,e,r,i,o){var s,l,u=T(r);return i?n.scale.ordinal().domain(i.map((s=a(r.tickformat),l=o,l?function(t,e){var r=l[e];return null==r?s(t):r}:s))).range(i.map((function(r){var n=(r-u[0])/(u[1]-u[0]);return t-e+n*(2*e-t)}))):n.scale.linear().domain(u).range([t-e,e])}function M(t){if(t.tickvals){var e=T(t);return n.scale.ordinal().domain(t.tickvals).range(t.tickvals.map((function(t){return(t-e[0])/(e[1]-e[0])})))}}function S(t){var e=t.map((function(t){return t[0]})),r=t.map((function(t){var e=o(t[1]);return n.rgb(\"rgb(\"+e[0]+\",\"+e[1]+\",\"+e[2]+\")\")})),i=\"rgb\".split(\"\").map((function(t){return n.scale.linear().clamp(!0).domain(e).range(r.map((i=t,function(t){return t[i]})));var i}));return function(t){return i.map((function(e){return e(t)}))}}function E(t){return t.dimensions.some((function(t){return t.brush.filterSpecified}))}function L(t,e,r){var a=g(e),s=a.trace,l=y.convertTypedArray(a.lineColor),u=s.line,c={color:o(s.unselected.line.color),opacity:s.unselected.line.opacity},f=h.extractOpts(u),p=f.reversescale?h.flipScale(a.cscale):a.cscale,d=s.domain,v=s.dimensions,x=t.width,b=s.labelangle,_=s.labelside,w=s.labelfont,k=s.tickfont,A=s.rangefont,M=i.extendDeepNoArrays({},u,{color:l.map(n.scale.linear().domain(T({values:l,range:[f.min,f.max],_length:s._length}))),blockLineCount:m.blockLineCount,canvasOverdrag:m.overdrag*m.canvasPixelRatio}),E=Math.floor(x*(d.x[1]-d.x[0])),L=Math.floor(t.height*(d.y[1]-d.y[0])),C=t.margin||{l:80,r:80,t:100,b:80},P=E,O=L;return{key:r,colCount:v.filter(y.isVisible).length,dimensions:v,tickDistance:m.tickDistance,unitToColor:S(p),lines:M,deselectedLines:c,labelAngle:b,labelSide:_,labelFont:w,tickFont:k,rangeFont:A,layoutWidth:x,layoutHeight:t.height,domain:d,translateX:d.x[0]*x,translateY:t.height-d.y[1]*t.height,pad:C,canvasWidth:P*m.canvasPixelRatio+2*M.canvasOverdrag,canvasHeight:O*m.canvasPixelRatio,width:P,height:O,canvasPixelRatio:m.canvasPixelRatio}}function C(t,e,r){var o=r.width,s=r.height,l=r.dimensions,u=r.canvasPixelRatio,c=function(t){return o*t/Math.max(1,r.colCount-1)},f=m.verticalPadding/s,h=function(t,e){return n.scale.linear().range([e,t-e])}(s,m.verticalPadding),p={key:r.key,xScale:c,model:r,inBrushDrag:!1},d={};return p.dimensions=l.filter(y.isVisible).map((function(o,l){var v=function(t,e){return n.scale.linear().domain(T(t)).range([e,1-e])}(o,f),g=d[o.label];d[o.label]=(g||0)+1;var b=o.label+(g?\"__\"+g:\"\"),_=o.constraintrange,w=_&&_.length;w&&!Array.isArray(_[0])&&(_=[_]);var k=w?_.map((function(t){return t.map(v)})):[[-1/0,1/0]],S=o.values;S.length>o._length&&(S=S.slice(0,o._length));var L,C=o.tickvals;function P(t,e){return{val:t,text:L[e]}}function O(t,e){return t.val-e.val}if(Array.isArray(C)&&C.length){L=o.ticktext,Array.isArray(L)&&L.length?L.length>C.length?L=L.slice(0,C.length):C.length>L.length&&(C=C.slice(0,L.length)):L=C.map(a(o.tickformat));for(var I=1;I<C.length;I++)if(C[I]<C[I-1]){for(var D=C.map(P).sort(O),z=0;z<C.length;z++)C[z]=D[z].val,L[z]=D[z].text;break}}else C=void 0;return S=y.convertTypedArray(S),{key:b,label:o.label,tickFormat:o.tickformat,tickvals:C,ticktext:L,ordinal:y.isOrdinal(o),multiselect:o.multiselect,xIndex:l,crossfilterDimensionIndex:l,visibleIndex:o._index,height:s,values:S,paddedUnitValues:S.map(v),unitTickvals:C&&C.map(v),xScale:c,x:c(l),canvasX:c(l)*u,unitToPaddedPx:h,domainScale:A(s,m.verticalPadding,o,C,L),ordinalScale:M(o),parent:p,model:r,brush:x.makeBrush(t,w,k,(function(){t.linePickActive(!1)}),(function(){var e=p;e.focusLayer&&e.focusLayer.render(e.panels,!0);var r=E(e);!t.contextShown()&&r?(e.contextLayer&&e.contextLayer.render(e.panels,!0),t.contextShown(!0)):t.contextShown()&&!r&&(e.contextLayer&&e.contextLayer.render(e.panels,!0,!0),t.contextShown(!1))}),(function(r){if(p.focusLayer.render(p.panels,!0),p.pickLayer&&p.pickLayer.render(p.panels,!0),t.linePickActive(!0),e&&e.filterChanged){var n=v.invert,a=r.map((function(t){return t.map(n).sort(i.sorterAsc)})).sort((function(t,e){return t[0]-e[0]}));e.filterChanged(p.key,o._index,a)}}))}})),p}function P(t){t.classed(m.cn.axisExtentText,!0).attr(\"text-anchor\",\"middle\").style(\"cursor\",\"default\")}function O(t,e){var r=\"top\"===e?1:-1,n=t*Math.PI/180;return{dir:r,dx:Math.sin(n),dy:Math.cos(n),degrees:t}}function I(t,e,r){for(var n=e.panels||(e.panels=[]),i=t.data(),a=0;a<i.length-1;a++){var o=n[a]||(n[a]={}),s=i[a],l=i[a+1];o.dim0=s,o.dim1=l,o.canvasX=s.canvasX,o.panelSizeX=l.canvasX-s.canvasX,o.panelSizeY=e.model.canvasHeight,o.y=0,o.canvasY=0,o.plotGlPixelRatio=r}}function D(t,e){return s.tickText(t._ax,e,!1).text}function z(t,e){if(t.ordinal)return\"\";var r=t.domainScale.domain(),n=r[e?r.length-1:0];return D(t.model.dimensions[t.visibleIndex],n)}t.exports=function(t,e,r,a){var o=t._context.staticPlot,h=t._fullLayout,p=h._toppaper,_=h._glcontainer,T=t._context.plotGlPixelRatio,A=t._fullLayout.paper_bgcolor;!function(t){for(var e=0;e<t.length;e++)for(var r=0;r<t[e].length;r++)for(var n=t[e][r].trace,i=n.dimensions,a=0;a<i.length;a++){var o=i[a].values,l=i[a]._ax;l&&(l.range?l.range=k(l.range[0],l.range[1]):l.range=w(o,n._length),l.dtick||(l.dtick=.01*(Math.abs(l.range[1]-l.range[0])||1)),l.tickformat=i[a].tickformat,s.calcTicks(l),l.cleanRange())}}(e);var M,S,R=(M=!0,S=!1,{linePickActive:function(t){return arguments.length?M=!!t:M},contextShown:function(t){return arguments.length?S=!!t:S}}),F=e.filter((function(t){return g(t).trace.visible})).map(L.bind(0,r)).map(C.bind(0,R,a));_.each((function(t,e){return i.extendFlat(t,F[e])}));var B=_.selectAll(\".gl-canvas\").each((function(t){t.viewModel=F[0],t.viewModel.plotGlPixelRatio=T,t.viewModel.paperColor=A,t.model=t.viewModel?t.viewModel.model:null})),N=null;B.filter((function(t){return t.pick})).style(\"pointer-events\",o?\"none\":\"auto\").on(\"mousemove\",(function(t){if(R.linePickActive()&&t.lineLayer&&a&&a.hover){var e=n.event,r=this.width,i=this.height,o=n.mouse(this),s=o[0],l=o[1];if(s<0||l<0||s>=r||l>=i)return;var u=t.lineLayer.readPixel(s,i-1-l),c=0!==u[3],f=c?u[2]+256*(u[1]+256*u[0]):null,h={x:s,y:l,clientX:e.clientX,clientY:e.clientY,dataIndex:t.model.key,curveNumber:f};f!==N&&(c?a.hover(h):a.unhover&&a.unhover(h),N=f)}})),B.style(\"opacity\",(function(t){return t.pick?0:1})),p.style(\"background\",\"rgba(255, 255, 255, 0)\");var j=p.selectAll(\".\"+m.cn.parcoords).data(F,d);j.exit().remove(),j.enter().append(\"g\").classed(m.cn.parcoords,!0).style(\"shape-rendering\",\"crispEdges\").style(\"pointer-events\",\"none\"),j.attr(\"transform\",(function(t){return u(t.model.translateX,t.model.translateY)}));var U=j.selectAll(\".\"+m.cn.parcoordsControlView).data(v,d);U.enter().append(\"g\").classed(m.cn.parcoordsControlView,!0),U.attr(\"transform\",(function(t){return u(t.model.pad.l,t.model.pad.t)}));var V=U.selectAll(\".\"+m.cn.yAxis).data((function(t){return 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e=t.model.height/t.model.tickDistance,r=t.domainScale,i=r.domain();n.select(this).call(n.svg.axis().orient(\"left\").tickSize(4).outerTickSize(2).ticks(e,t.tickFormat).tickValues(t.ordinal?i:null).tickFormat((function(e){return y.isOrdinal(t)?e:D(t.model.dimensions[t.visibleIndex],e)})).scale(r)),f.font(q.selectAll(\"text\"),t.model.tickFont)})),q.selectAll(\".domain, .tick>line\").attr(\"fill\",\"none\").attr(\"stroke\",\"black\").attr(\"stroke-opacity\",.25).attr(\"stroke-width\",\"1px\"),q.selectAll(\"text\").style(\"text-shadow\",c.makeTextShadow(A)).style(\"cursor\",\"default\");var G=H.selectAll(\".\"+m.cn.axisHeading).data(v,d);G.enter().append(\"g\").classed(m.cn.axisHeading,!0);var Z=G.selectAll(\".\"+m.cn.axisTitle).data(v,d);Z.enter().append(\"text\").classed(m.cn.axisTitle,!0).attr(\"text-anchor\",\"middle\").style(\"cursor\",\"ew-resize\").style(\"pointer-events\",o?\"none\":\"auto\"),Z.text((function(t){return t.label})).each((function(e){var 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J=Y.selectAll(\".\"+m.cn.axisExtentBottom).data(v,d);J.enter().append(\"g\").classed(m.cn.axisExtentBottom,!0),J.attr(\"transform\",(function(t){return u(0,t.model.height+m.axisExtentOffset)}));var K=J.selectAll(\".\"+m.cn.axisExtentBottomText).data(v,d);K.enter().append(\"text\").classed(m.cn.axisExtentBottomText,!0).attr(\"dy\",\"0.75em\").call(P),K.text((function(t){return z(t,!1)})).each((function(t){f.font(n.select(this),t.model.rangeFont)})),x.ensureAxisBrush(H,A,t)}},21341:function(t,e,r){\"use strict\";var n=r(17171),i=r(79749),a=r(1602).isVisible,o={};function s(t,e,r){var n=e.indexOf(r),i=t.indexOf(n);return-1===i&&(i+=e.length),i}(t.exports=function(t,e){var r=t._fullLayout;if(i(t,[],o)){var l={},u={},c={},f={},h=r._size;e.forEach((function(e,r){var n=e[0].trace;c[r]=n.index;var i=f[r]=n._fullInput.index;l[r]=t.data[i].dimensions,u[r]=t.data[i].dimensions.slice()})),n(t,e,{width:h.w,height:h.h,margin:{t:h.t,r:h.r,b:h.b,l:h.l}},{filterChanged:function(e,n,i){var a=u[e][n],o=i.map((function(t){return t.slice()})),s=\"dimensions[\"+n+\"].constraintrange\",l=r._tracePreGUI[t._fullData[c[e]]._fullInput.uid];if(void 0===l[s]){var h=a.constraintrange;l[s]=h||null}var p=t._fullData[c[e]].dimensions[n];o.length?(1===o.length&&(o=o[0]),a.constraintrange=o,p.constraintrange=o.slice(),o=[o]):(delete a.constraintrange,delete p.constraintrange,o=null);var d={};d[s]=o,t.emit(\"plotly_restyle\",[d,[f[e]]])},hover:function(e){t.emit(\"plotly_hover\",e)},unhover:function(e){t.emit(\"plotly_unhover\",e)},axesMoved:function(e,r){var n=function(t,e){return function(r,n){return s(t,e,r)-s(t,e,n)}}(r,u[e].filter(a));l[e].sort(n),u[e].filter((function(t){return!a(t)})).sort((function(t){return u[e].indexOf(t)})).forEach((function(t){l[e].splice(l[e].indexOf(t),1),l[e].splice(u[e].indexOf(t),0,t)})),t.emit(\"plotly_restyle\",[{dimensions:[l[e]]},[f[e]]])}})}}).reglPrecompiled=o},34e3:function(t,e,r){\"use strict\";var n=r(9012),i=r(27670).Y,a=r(41940),o=r(22399),s=r(5386).fF,l=r(5386).si,u=r(1426).extendFlat,c=r(79952).u,f=a({editType:\"plot\",arrayOk:!0,colorEditType:\"plot\"});t.exports={labels:{valType:\"data_array\",editType:\"calc\"},label0:{valType:\"number\",dflt:0,editType:\"calc\"},dlabel:{valType:\"number\",dflt:1,editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc\"},marker:{colors:{valType:\"data_array\",editType:\"calc\"},line:{color:{valType:\"color\",dflt:o.defaultLine,arrayOk:!0,editType:\"style\"},width:{valType:\"number\",min:0,dflt:0,arrayOk:!0,editType:\"style\"},editType:\"calc\"},pattern:c,editType:\"calc\"},text:{valType:\"data_array\",editType:\"plot\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"style\"},scalegroup:{valType:\"string\",dflt:\"\",editType:\"calc\"},textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"value\",\"percent\"],extras:[\"none\"],editType:\"calc\"},hoverinfo:u({},n.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:s({},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),texttemplate:l({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),textposition:{valType:\"enumerated\",values:[\"inside\",\"outside\",\"auto\",\"none\"],dflt:\"auto\",arrayOk:!0,editType:\"plot\"},textfont:u({},f,{}),insidetextorientation:{valType:\"enumerated\",values:[\"horizontal\",\"radial\",\"tangential\",\"auto\"],dflt:\"auto\",editType:\"plot\"},insidetextfont:u({},f,{}),outsidetextfont:u({},f,{}),automargin:{valType:\"boolean\",dflt:!1,editType:\"plot\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"plot\"},font:u({},f,{}),position:{valType:\"enumerated\",values:[\"top 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n=r(74875);e.name=\"pie\",e.plot=function(t,r,i,a){n.plotBasePlot(e.name,t,r,i,a)},e.clean=function(t,r,i,a){n.cleanBasePlot(e.name,t,r,i,a)}},32354:function(t,e,r){\"use strict\";var n=r(92770),i=r(84267),a=r(7901),o={};function s(t){return function(e,r){return!!e&&!!(e=i(e)).isValid()&&(e=a.addOpacity(e,e.getAlpha()),t[r]||(t[r]=e),e)}}function l(t,e){var r,n=JSON.stringify(t),a=e[n];if(!a){for(a=t.slice(),r=0;r<t.length;r++)a.push(i(t[r]).lighten(20).toHexString());for(r=0;r<t.length;r++)a.push(i(t[r]).darken(20).toHexString());e[n]=a}return a}t.exports={calc:function(t,e){var r,i,a=[],o=t._fullLayout,l=o.hiddenlabels||[],u=e.labels,c=e.marker.colors||[],f=e.values,h=e._length,p=e._hasValues&&h;if(e.dlabel)for(u=new Array(h),r=0;r<h;r++)u[r]=String(e.label0+r*e.dlabel);var d={},v=s(o[\"_\"+e.type+\"colormap\"]),g=0,y=!1;for(r=0;r<h;r++){var m,x,b;if(p){if(m=f[r],!n(m))continue;m=+m}else m=1;void 0!==(x=u[r])&&\"\"!==x||(x=r);var _=d[x=String(x)];void 0===_?(d[x]=a.length,(b=-1!==l.indexOf(x))||(g+=m),a.push({v:m,label:x,color:v(c[r],x),i:r,pts:[r],hidden:b})):(y=!0,(i=a[_]).v+=m,i.pts.push(r),i.hidden||(g+=m),!1===i.color&&c[r]&&(i.color=v(c[r],x)))}return a=a.filter((function(t){return t.v>=0})),(\"funnelarea\"===e.type?y:e.sort)&&a.sort((function(t,e){return e.v-t.v})),a[0]&&(a[0].vTotal=g),a},crossTraceCalc:function(t,e){var r=(e||{}).type;r||(r=\"pie\");var n=t._fullLayout,i=t.calcdata,a=n[r+\"colorway\"],s=n[\"_\"+r+\"colormap\"];n[\"extend\"+r+\"colors\"]&&(a=l(a,o));for(var u=0,c=0;c<i.length;c++){var f=i[c];if(f[0].trace.type===r)for(var h=0;h<f.length;h++){var p=f[h];!1===p.color&&(s[p.label]?p.color=s[p.label]:(s[p.label]=p.color=a[u%a.length],u++))}}},makePullColorFn:s,generateExtendedColors:l}},37434:function(t,e,r){\"use strict\";var n=r(92770),i=r(71828),a=r(34e3),o=r(27670).c,s=r(90769).handleText,l=r(71828).coercePattern;function u(t,e){var r=Array.isArray(t),a=i.isArrayOrTypedArray(e),o=Math.min(r?t.length:1/0,a?e.length:1/0);if(isFinite(o)||(o=0),o&&a){for(var s,l=0;l<o;l++){var u=e[l];if(n(u)&&u>0){s=!0;break}}s||(o=0)}return{hasLabels:r,hasValues:a,len:o}}function c(t,e,r,n,i){n(\"marker.line.width\")&&n(\"marker.line.color\",i?void 0:r.paper_bgcolor);var a=n(\"marker.colors\");l(n,\"marker.pattern\",a),t.marker&&!e.marker.pattern.fgcolor&&(e.marker.pattern.fgcolor=t.marker.colors),e.marker.pattern.bgcolor||(e.marker.pattern.bgcolor=r.paper_bgcolor)}t.exports={handleLabelsAndValues:u,handleMarkerDefaults:c,supplyDefaults:function(t,e,r,n){function l(r,n){return i.coerce(t,e,a,r,n)}var f=u(l(\"labels\"),l(\"values\")),h=f.len;if(e._hasLabels=f.hasLabels,e._hasValues=f.hasValues,!e._hasLabels&&e._hasValues&&(l(\"label0\"),l(\"dlabel\")),h){e._length=h,c(t,e,n,l,!0),l(\"scalegroup\");var p,d=l(\"text\"),v=l(\"texttemplate\");if(v||(p=l(\"textinfo\",Array.isArray(d)?\"text+percent\":\"percent\")),l(\"hovertext\"),l(\"hovertemplate\"),v||p&&\"none\"!==p){var g=l(\"textposition\");s(t,e,n,l,g,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),(Array.isArray(g)||\"auto\"===g||\"outside\"===g)&&l(\"automargin\"),(\"inside\"===g||\"auto\"===g||Array.isArray(g))&&l(\"insidetextorientation\")}o(e,n,l);var y=l(\"hole\");if(l(\"title.text\")){var m=l(\"title.position\",y?\"middle center\":\"top center\");y||\"middle center\"!==m||(e.title.position=\"top center\"),i.coerceFont(l,\"title.font\",n.font)}l(\"sort\"),l(\"direction\"),l(\"rotation\"),l(\"pull\")}else e.visible=!1}}},20007:function(t,e,r){\"use strict\";var n=r(23469).appendArrayMultiPointValues;t.exports=function(t,e){var r={curveNumber:e.index,pointNumbers:t.pts,data:e._input,fullData:e,label:t.label,color:t.color,value:t.v,percent:t.percent,text:t.text,bbox:t.bbox,v:t.v};return 1===t.pts.length&&(r.pointNumber=r.i=t.pts[0]),n(r,e,t.pts),\"funnelarea\"===e.type&&(delete r.v,delete r.i),r}},22209:function(t,e,r){\"use strict\";var n=r(91424),i=r(7901);t.exports=function(t,e,r,a){var o=r.marker.pattern;o&&o.shape?n.pointStyle(t,r,a,e):i.fill(t,e.color)}},53581:function(t,e,r){\"use strict\";var n=r(71828);function i(t){return-1!==t.indexOf(\"e\")?t.replace(/[.]?0+e/,\"e\"):-1!==t.indexOf(\".\")?t.replace(/[.]?0+$/,\"\"):t}e.formatPiePercent=function(t,e){var r=i((100*t).toPrecision(3));return n.numSeparate(r,e)+\"%\"},e.formatPieValue=function(t,e){var r=i(t.toPrecision(10));return n.numSeparate(r,e)},e.getFirstFilled=function(t,e){if(Array.isArray(t))for(var r=0;r<e.length;r++){var n=t[e[r]];if(n||0===n||\"\"===n)return n}},e.castOption=function(t,r){return Array.isArray(t)?e.getFirstFilled(t,r):t||void 0},e.getRotationAngle=function(t){return(\"auto\"===t?0:t)*Math.PI/180}},58810:function(t,e,r){\"use strict\";t.exports={attributes:r(34e3),supplyDefaults:r(37434).supplyDefaults,supplyLayoutDefaults:r(92097),layoutAttributes:r(92774),calc:r(32354).calc,crossTraceCalc:r(32354).crossTraceCalc,plot:r(14575).plot,style:r(68357),styleOne:r(63463),moduleType:\"trace\",name:\"pie\",basePlotModule:r(13584),categories:[\"pie-like\",\"pie\",\"showLegend\"],meta:{}}},92774:function(t){\"use strict\";t.exports={hiddenlabels:{valType:\"data_array\",editType:\"calc\"},piecolorway:{valType:\"colorlist\",editType:\"calc\"},extendpiecolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},92097:function(t,e,r){\"use strict\";var n=r(71828),i=r(92774);t.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"hiddenlabels\"),r(\"piecolorway\",e.colorway),r(\"extendpiecolors\")}},14575:function(t,e,r){\"use strict\";var n=r(39898),i=r(74875),a=r(30211),o=r(7901),s=r(91424),l=r(71828),u=l.strScale,c=l.strTranslate,f=r(63893),h=r(72597),p=h.recordMinTextSize,d=h.clearMinTextSize,v=r(97313).TEXTPAD,g=r(53581),y=r(20007),m=r(71828).isValidTextValue;function x(t,e,r){var i=r[0],o=i.cx,s=i.cy,u=i.trace,c=\"funnelarea\"===u.type;\"_hasHoverLabel\"in u||(u._hasHoverLabel=!1),\"_hasHoverEvent\"in u||(u._hasHoverEvent=!1),t.on(\"mouseover\",(function(t){var r=e._fullLayout,f=e._fullData[u.index];if(!e._dragging&&!1!==r.hovermode){var h=f.hoverinfo;if(Array.isArray(h)&&(h=a.castHoverinfo({hoverinfo:[g.castOption(h,t.pts)],_module:u._module},r,0)),\"all\"===h&&(h=\"label+text+value+percent+name\"),f.hovertemplate||\"none\"!==h&&\"skip\"!==h&&h){var p=t.rInscribed||0,d=o+t.pxmid[0]*(1-p),v=s+t.pxmid[1]*(1-p),m=r.separators,x=[];if(h&&-1!==h.indexOf(\"label\")&&x.push(t.label),t.text=g.castOption(f.hovertext||f.text,t.pts),h&&-1!==h.indexOf(\"text\")){var b=t.text;l.isValidTextValue(b)&&x.push(b)}t.value=t.v,t.valueLabel=g.formatPieValue(t.v,m),h&&-1!==h.indexOf(\"value\")&&x.push(t.valueLabel),t.percent=t.v/i.vTotal,t.percentLabel=g.formatPiePercent(t.percent,m),h&&-1!==h.indexOf(\"percent\")&&x.push(t.percentLabel);var _=f.hoverlabel,w=_.font,T=[];a.loneHover({trace:u,x0:d-p*i.r,x1:d+p*i.r,y:v,_x0:c?o+t.TL[0]:d-p*i.r,_x1:c?o+t.TR[0]:d+p*i.r,_y0:c?s+t.TL[1]:v-p*i.r,_y1:c?s+t.BL[1]:v+p*i.r,text:x.join(\"<br>\"),name:f.hovertemplate||-1!==h.indexOf(\"name\")?f.name:void 0,idealAlign:t.pxmid[0]<0?\"left\":\"right\",color:g.castOption(_.bgcolor,t.pts)||t.color,borderColor:g.castOption(_.bordercolor,t.pts),fontFamily:g.castOption(w.family,t.pts),fontSize:g.castOption(w.size,t.pts),fontColor:g.castOption(w.color,t.pts),nameLength:g.castOption(_.namelength,t.pts),textAlign:g.castOption(_.align,t.pts),hovertemplate:g.castOption(f.hovertemplate,t.pts),hovertemplateLabels:t,eventData:[y(t,f)]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:e,inOut_bbox:T}),t.bbox=T[0],u._hasHoverLabel=!0}u._hasHoverEvent=!0,e.emit(\"plotly_hover\",{points:[y(t,f)],event:n.event})}})),t.on(\"mouseout\",(function(t){var r=e._fullLayout,i=e._fullData[u.index],o=n.select(this).datum();u._hasHoverEvent&&(t.originalEvent=n.event,e.emit(\"plotly_unhover\",{points:[y(o,i)],event:n.event}),u._hasHoverEvent=!1),u._hasHoverLabel&&(a.loneUnhover(r._hoverlayer.node()),u._hasHoverLabel=!1)})),t.on(\"click\",(function(t){var r=e._fullLayout,i=e._fullData[u.index];e._dragging||!1===r.hovermode||(e._hoverdata=[y(t,i)],a.click(e,n.event))}))}function b(t,e,r){var n=g.castOption(t.insidetextfont.color,e.pts);!n&&t._input.textfont&&(n=g.castOption(t._input.textfont.color,e.pts));var i=g.castOption(t.insidetextfont.family,e.pts)||g.castOption(t.textfont.family,e.pts)||r.family,a=g.castOption(t.insidetextfont.size,e.pts)||g.castOption(t.textfont.size,e.pts)||r.size;return{color:n||o.contrast(e.color),family:i,size:a}}function _(t,e){for(var r,n,i=0;i<t.length;i++)if((n=(r=t[i][0]).trace).title.text){var a=n.title.text;n._meta&&(a=l.templateString(a,n._meta));var o=s.tester.append(\"text\").attr(\"data-notex\",1).text(a).call(s.font,n.title.font).call(f.convertToTspans,e),u=s.bBox(o.node(),!0);r.titleBox={width:u.width,height:u.height},o.remove()}}function w(t,e,r){var n=r.r||e.rpx1,i=e.rInscribed;if(e.startangle===e.stopangle)return{rCenter:1-i,scale:0,rotate:0,textPosAngle:0};var a,o=e.ring,s=1===o&&Math.abs(e.startangle-e.stopangle)===2*Math.PI,l=e.halfangle,u=e.midangle,c=r.trace.insidetextorientation,f=\"horizontal\"===c,h=\"tangential\"===c,p=\"radial\"===c,d=\"auto\"===c,v=[];if(!d){var g,y=function(r,i){if(function(t,e){var r=t.startangle,n=t.stopangle;return r>e&&e>n||r<e&&e<n}(e,r)){var s=Math.abs(r-e.startangle),l=Math.abs(r-e.stopangle),u=s<l?s:l;(a=\"tan\"===i?k(t,n,o,u,0):T(t,n,o,u,Math.PI/2)).textPosAngle=r,v.push(a)}};if(f||h){for(g=4;g>=-4;g-=2)y(Math.PI*g,\"tan\");for(g=4;g>=-4;g-=2)y(Math.PI*(g+1),\"tan\")}if(f||p){for(g=4;g>=-4;g-=2)y(Math.PI*(g+1.5),\"rad\");for(g=4;g>=-4;g-=2)y(Math.PI*(g+.5),\"rad\")}}if(s||d||f){var m=Math.sqrt(t.width*t.width+t.height*t.height);if((a={scale:i*n*2/m,rCenter:1-i,rotate:0}).textPosAngle=(e.startangle+e.stopangle)/2,a.scale>=1)return a;v.push(a)}(d||p)&&((a=T(t,n,o,l,u)).textPosAngle=(e.startangle+e.stopangle)/2,v.push(a)),(d||h)&&((a=k(t,n,o,l,u)).textPosAngle=(e.startangle+e.stopangle)/2,v.push(a));for(var x=0,b=0,_=0;_<v.length;_++){var w=v[_].scale;if(b<w&&(b=w,x=_),!d&&b>=1)break}return v[x]}function T(t,e,r,n,i){e=Math.max(0,e-2*v);var a=t.width/t.height,o=S(a,n,e,r);return{scale:2*o/t.height,rCenter:A(a,o/e),rotate:M(i)}}function k(t,e,r,n,i){e=Math.max(0,e-2*v);var a=t.height/t.width,o=S(a,n,e,r);return{scale:2*o/t.width,rCenter:A(a,o/e),rotate:M(i+Math.PI/2)}}function A(t,e){return Math.cos(e)-t*e}function M(t){return(180/Math.PI*t+720)%180-90}function S(t,e,r,n){var i=t+1/(2*Math.tan(e));return r*Math.min(1/(Math.sqrt(i*i+.5)+i),n/(Math.sqrt(t*t+n/2)+t))}function E(t,e){return t.v!==e.vTotal||e.trace.hole?Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2):1}function L(t,e){var r=e.pxmid[0],n=e.pxmid[1],i=t.width/2,a=t.height/2;return r<0&&(i*=-1),n<0&&(a*=-1),{scale:1,rCenter:1,rotate:0,x:i+Math.abs(a)*(i>0?1:-1)/2,y:a/(1+r*r/(n*n)),outside:!0}}function C(t,e){var r,n,i,a=t.trace,o={x:t.cx,y:t.cy},s={tx:0,ty:0};s.ty+=a.title.font.size,i=O(a),-1!==a.title.position.indexOf(\"top\")?(o.y-=(1+i)*t.r,s.ty-=t.titleBox.height):-1!==a.title.position.indexOf(\"bottom\")&&(o.y+=(1+i)*t.r);var l,u=t.r/(void 0===(l=t.trace.aspectratio)?1:l),c=e.w*(a.domain.x[1]-a.domain.x[0])/2;return-1!==a.title.position.indexOf(\"left\")?(c+=u,o.x-=(1+i)*u,s.tx+=t.titleBox.width/2):-1!==a.title.position.indexOf(\"center\")?c*=2:-1!==a.title.position.indexOf(\"right\")&&(c+=u,o.x+=(1+i)*u,s.tx-=t.titleBox.width/2),r=c/t.titleBox.width,n=P(t,e)/t.titleBox.height,{x:o.x,y:o.y,scale:Math.min(r,n),tx:s.tx,ty:s.ty}}function P(t,e){var r=t.trace,n=e.h*(r.domain.y[1]-r.domain.y[0]);return Math.min(t.titleBox.height,n/2)}function O(t){var e,r=t.pull;if(!r)return 0;if(Array.isArray(r))for(r=0,e=0;e<t.pull.length;e++)t.pull[e]>r&&(r=t.pull[e]);return r}function I(t,e){for(var r=[],n=0;n<t.length;n++){var i=t[n][0],a=i.trace,o=a.domain,s=e.w*(o.x[1]-o.x[0]),l=e.h*(o.y[1]-o.y[0]);a.title.text&&\"middle center\"!==a.title.position&&(l-=P(i,e));var u=s/2,c=l/2;\"funnelarea\"!==a.type||a.scalegroup||(c/=a.aspectratio),i.r=Math.min(u,c)/(1+O(a)),i.cx=e.l+e.w*(a.domain.x[1]+a.domain.x[0])/2,i.cy=e.t+e.h*(1-a.domain.y[0])-l/2,a.title.text&&-1!==a.title.position.indexOf(\"bottom\")&&(i.cy-=P(i,e)),a.scalegroup&&-1===r.indexOf(a.scalegroup)&&r.push(a.scalegroup)}!function(t,e){for(var r,n,i,a=0;a<e.length;a++){var o=1/0,s=e[a];for(n=0;n<t.length;n++)if((i=(r=t[n][0]).trace).scalegroup===s){var l;if(\"pie\"===i.type)l=r.r*r.r;else if(\"funnelarea\"===i.type){var u,c;i.aspectratio>1?c=(u=r.r)/i.aspectratio:u=(c=r.r)*i.aspectratio,l=(u*=(1+i.baseratio)/2)*c}o=Math.min(o,l/r.vTotal)}for(n=0;n<t.length;n++)if((i=(r=t[n][0]).trace).scalegroup===s){var f=o*r.vTotal;\"funnelarea\"===i.type&&(f/=(1+i.baseratio)/2,f/=i.aspectratio),r.r=Math.sqrt(f)}}}(t,r)}function D(t,e){return[t*Math.sin(e),-t*Math.cos(e)]}function z(t,e,r){var n=t._fullLayout,i=r.trace,a=i.texttemplate,o=i.textinfo;if(!a&&o&&\"none\"!==o){var s,u=o.split(\"+\"),c=function(t){return-1!==u.indexOf(t)},f=c(\"label\"),h=c(\"text\"),p=c(\"value\"),d=c(\"percent\"),v=n.separators;if(s=f?[e.label]:[],h){var y=g.getFirstFilled(i.text,e.pts);m(y)&&s.push(y)}p&&s.push(g.formatPieValue(e.v,v)),d&&s.push(g.formatPiePercent(e.v/r.vTotal,v)),e.text=s.join(\"<br>\")}if(a){var x=l.castOption(i,e.i,\"texttemplate\");if(x){var b=function(t){return{label:t.label,value:t.v,valueLabel:g.formatPieValue(t.v,n.separators),percent:t.v/r.vTotal,percentLabel:g.formatPiePercent(t.v/r.vTotal,n.separators),color:t.color,text:t.text,customdata:l.castOption(i,t.i,\"customdata\")}}(e),_=g.getFirstFilled(i.text,e.pts);(m(_)||\"\"===_)&&(b.text=_),e.text=l.texttemplateString(x,b,t._fullLayout._d3locale,b,i._meta||{})}else e.text=\"\"}}function R(t,e){var r=t.rotate*Math.PI/180,n=Math.cos(r),i=Math.sin(r),a=(e.left+e.right)/2,o=(e.top+e.bottom)/2;t.textX=a*n-o*i,t.textY=a*i+o*n,t.noCenter=!0}t.exports={plot:function(t,e){var r=t._context.staticPlot,a=t._fullLayout,h=a._size;d(\"pie\",a),_(e,t),I(e,h);var v=l.makeTraceGroups(a._pielayer,e,\"trace\").each((function(e){var d=n.select(this),v=e[0],y=v.trace;!function(t){var e,r,n,i=t[0],a=i.r,o=i.trace,s=g.getRotationAngle(o.rotation),l=2*Math.PI/i.vTotal,u=\"px0\",c=\"px1\";if(\"counterclockwise\"===o.direction){for(e=0;e<t.length&&t[e].hidden;e++);if(e===t.length)return;s+=l*t[e].v,l*=-1,u=\"px1\",c=\"px0\"}for(n=D(a,s),e=0;e<t.length;e++)(r=t[e]).hidden||(r[u]=n,r.startangle=s,s+=l*r.v/2,r.pxmid=D(a,s),r.midangle=s,n=D(a,s+=l*r.v/2),r.stopangle=s,r[c]=n,r.largeArc=r.v>i.vTotal/2?1:0,r.halfangle=Math.PI*Math.min(r.v/i.vTotal,.5),r.ring=1-o.hole,r.rInscribed=E(r,i))}(e),d.attr(\"stroke-linejoin\",\"round\"),d.each((function(){var m=n.select(this).selectAll(\"g.slice\").data(e);m.enter().append(\"g\").classed(\"slice\",!0),m.exit().remove();var _=[[[],[]],[[],[]]],T=!1;m.each((function(i,o){if(i.hidden)n.select(this).selectAll(\"path,g\").remove();else{i.pointNumber=i.i,i.curveNumber=y.index,_[i.pxmid[1]<0?0:1][i.pxmid[0]<0?0:1].push(i);var u=v.cx,c=v.cy,h=n.select(this),d=h.selectAll(\"path.surface\").data([i]);if(d.enter().append(\"path\").classed(\"surface\",!0).style({\"pointer-events\":r?\"none\":\"all\"}),h.call(x,t,e),y.pull){var m=+g.castOption(y.pull,i.pts)||0;m>0&&(u+=m*i.pxmid[0],c+=m*i.pxmid[1])}i.cxFinal=u,i.cyFinal=c;var k=y.hole;if(i.v===v.vTotal){var A=\"M\"+(u+i.px0[0])+\",\"+(c+i.px0[1])+P(i.px0,i.pxmid,!0,1)+P(i.pxmid,i.px0,!0,1)+\"Z\";k?d.attr(\"d\",\"M\"+(u+k*i.px0[0])+\",\"+(c+k*i.px0[1])+P(i.px0,i.pxmid,!1,k)+P(i.pxmid,i.px0,!1,k)+\"Z\"+A):d.attr(\"d\",A)}else{var M=P(i.px0,i.px1,!0,1);if(k){var S=1-k;d.attr(\"d\",\"M\"+(u+k*i.px1[0])+\",\"+(c+k*i.px1[1])+P(i.px1,i.px0,!1,k)+\"l\"+S*i.px0[0]+\",\"+S*i.px0[1]+M+\"Z\")}else d.attr(\"d\",\"M\"+u+\",\"+c+\"l\"+i.px0[0]+\",\"+i.px0[1]+M+\"Z\")}z(t,i,v);var E=g.castOption(y.textposition,i.pts),C=h.selectAll(\"g.slicetext\").data(i.text&&\"none\"!==E?[0]:[]);C.enter().append(\"g\").classed(\"slicetext\",!0),C.exit().remove(),C.each((function(){var r=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),h=l.ensureUniformFontSize(t,\"outside\"===E?function(t,e,r){return{color:g.castOption(t.outsidetextfont.color,e.pts)||g.castOption(t.textfont.color,e.pts)||r.color,family:g.castOption(t.outsidetextfont.family,e.pts)||g.castOption(t.textfont.family,e.pts)||r.family,size:g.castOption(t.outsidetextfont.size,e.pts)||g.castOption(t.textfont.size,e.pts)||r.size}}(y,i,a.font):b(y,i,a.font));r.text(i.text).attr({class:\"slicetext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,h).call(f.convertToTspans,t);var d,m=s.bBox(r.node());if(\"outside\"===E)d=L(m,i);else if(d=w(m,i,v),\"auto\"===E&&d.scale<1){var x=l.ensureUniformFontSize(t,y.outsidetextfont);r.call(s.font,x),d=L(m=s.bBox(r.node()),i)}var _=d.textPosAngle,k=void 0===_?i.pxmid:D(v.r,_);if(d.targetX=u+k[0]*d.rCenter+(d.x||0),d.targetY=c+k[1]*d.rCenter+(d.y||0),R(d,m),d.outside){var A=d.targetY;i.yLabelMin=A-m.height/2,i.yLabelMid=A,i.yLabelMax=A+m.height/2,i.labelExtraX=0,i.labelExtraY=0,T=!0}d.fontSize=h.size,p(y.type,d,a),e[o].transform=d,l.setTransormAndDisplay(r,d)}))}function P(t,e,r,n){var a=n*(e[0]-t[0]),o=n*(e[1]-t[1]);return\"a\"+n*v.r+\",\"+n*v.r+\" 0 \"+i.largeArc+(r?\" 1 \":\" 0 \")+a+\",\"+o}}));var k=n.select(this).selectAll(\"g.titletext\").data(y.title.text?[0]:[]);if(k.enter().append(\"g\").classed(\"titletext\",!0),k.exit().remove(),k.each((function(){var e,r=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),i=y.title.text;y._meta&&(i=l.templateString(i,y._meta)),r.text(i).attr({class:\"titletext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,y.title.font).call(f.convertToTspans,t),e=\"middle center\"===y.title.position?function(t){var 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t.link.label===i})).style(\"fill-opacity\",(function(t){return t.tinyColorAlpha})),r&&h(e,t).selectAll(u.sankeyNode).filter(g(t)).call(m)}function _(t,e){var r=t.hoverlabel||{},n=i.nestedProperty(r,e).get();return!Array.isArray(n)&&n}t.exports=function(t,e){for(var r=t._fullLayout,i=r._paper,h=r._size,v=0;v<t._fullData.length;v++)if(t._fullData[v].visible&&t._fullData[v].type===u.sankey&&!t._fullData[v]._viewInitial){var g=t._fullData[v].node;t._fullData[v]._viewInitial={node:{groups:g.groups.slice(),x:g.x.slice(),y:g.y.slice()}}}var w=c(t,\"source:\")+\" \",T=c(t,\"target:\")+\" \",k=c(t,\"concentration:\")+\" \",A=c(t,\"incoming flow count:\")+\" \",M=c(t,\"outgoing flow count:\")+\" \";o(t,i,e,{width:h.w,height:h.h,margin:{t:h.t,r:h.r,b:h.b,l:h.l}},{linkEvents:{hover:function(e,r,i){!1!==t._fullLayout.hovermode&&(n.select(e).call(x.bind(0,r,i,!0)),\"skip\"!==r.link.trace.link.hoverinfo&&(r.link.fullData=r.link.trace,t.emit(\"plotly_hover\",{event:n.event,points:[r.link]})))},follow:function(e,i){if(!1!==t._fullLayout.hovermode){var o=i.link.trace.link;if(\"none\"!==o.hoverinfo&&\"skip\"!==o.hoverinfo){for(var u=[],c=0,h=0;h<i.flow.links.length;h++){var v=i.flow.links[h];if(\"closest\"!==t._fullLayout.hovermode||i.link.pointNumber===v.pointNumber){i.link.pointNumber===v.pointNumber&&(c=h),v.fullData=v.trace,o=i.link.trace.link;var g=m(v),y={valueLabel:a(i.valueFormat)(v.value)+i.valueSuffix};u.push({x:g[0],y:g[1],name:y.valueLabel,text:[v.label||\"\",w+v.source.label,T+v.target.label,v.concentrationscale?k+a(\"%0.2f\")(v.flow.labelConcentration):\"\"].filter(f).join(\"<br>\"),color:_(o,\"bgcolor\")||l.addOpacity(v.color,1),borderColor:_(o,\"bordercolor\"),fontFamily:_(o,\"font.family\"),fontSize:_(o,\"font.size\"),fontColor:_(o,\"font.color\"),nameLength:_(o,\"namelength\"),textAlign:_(o,\"align\"),idealAlign:n.event.x<g[0]?\"right\":\"left\",hovertemplate:o.hovertemplate,hovertemplateLabels:y,eventData:[v]})}}s.loneHover(u,{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:t,anchorIndex:c}).each((function(){i.link.concentrationscale||p(this,.65),d(this)}))}}function m(t){var e,r;t.circular?(e=(t.circularPathData.leftInnerExtent+t.circularPathData.rightInnerExtent)/2,r=t.circularPathData.verticalFullExtent):(e=(t.source.x1+t.target.x0)/2,r=(t.y0+t.y1)/2);var n=[e,r];return\"v\"===t.trace.orientation&&n.reverse(),n[0]+=i.parent.translateX,n[1]+=i.parent.translateY,n}},unhover:function(e,i,a){!1!==t._fullLayout.hovermode&&(n.select(e).call(b.bind(0,i,a,!0)),\"skip\"!==i.link.trace.link.hoverinfo&&(i.link.fullData=i.link.trace,t.emit(\"plotly_unhover\",{event:n.event,points:[i.link]})),s.loneUnhover(r._hoverlayer.node()))},select:function(e,r){var i=r.link;i.originalEvent=n.event,t._hoverdata=[i],s.click(t,{target:!0})}},nodeEvents:{hover:function(e,r,i){!1!==t._fullLayout.hovermode&&(n.select(e).call(y,r,i),\"skip\"!==r.node.trace.node.hoverinfo&&(r.node.fullData=r.node.trace,t.emit(\"plotly_hover\",{event:n.event,points:[r.node]})))},follow:function(e,i){if(!1!==t._fullLayout.hovermode){var o=i.node.trace.node;if(\"none\"!==o.hoverinfo&&\"skip\"!==o.hoverinfo){var l=n.select(e).select(\".\"+u.nodeRect),c=t._fullLayout._paperdiv.node().getBoundingClientRect(),h=l.node().getBoundingClientRect(),v=h.left-2-c.left,g=h.right+2-c.left,y=h.top+h.height/4-c.top,m={valueLabel:a(i.valueFormat)(i.node.value)+i.valueSuffix};i.node.fullData=i.node.trace,t._fullLayout._calcInverseTransform(t);var x=t._fullLayout._invScaleX,b=t._fullLayout._invScaleY,w=s.loneHover({x0:x*v,x1:x*g,y:b*y,name:a(i.valueFormat)(i.node.value)+i.valueSuffix,text:[i.node.label,A+i.node.targetLinks.length,M+i.node.sourceLinks.length].filter(f).join(\"<br>\"),color:_(o,\"bgcolor\")||i.tinyColorHue,borderColor:_(o,\"bordercolor\"),fontFamily:_(o,\"font.family\"),fontSize:_(o,\"font.size\"),fontColor:_(o,\"font.color\"),nameLength:_(o,\"namelength\"),textAlign:_(o,\"align\"),idealAlign:\"left\",hovertemplate:o.hovertemplate,hovertemplateLabels:m,eventData:[i.node]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:t});p(w,.85),d(w)}}},unhover:function(e,i,a){!1!==t._fullLayout.hovermode&&(n.select(e).call(m,i,a),\"skip\"!==i.node.trace.node.hoverinfo&&(i.node.fullData=i.node.trace,t.emit(\"plotly_unhover\",{event:n.event,points:[i.node]})),s.loneUnhover(r._hoverlayer.node()))},select:function(e,r,i){var a=r.node;a.originalEvent=n.event,t._hoverdata=[a],n.select(e).call(m,r,i),s.click(t,{target:!0})}}})}},3393:function(t,e,r){\"use strict\";var n=r(49887),i=r(81684).k4,a=r(39898),o=r(30838),s=r(86781),l=r(85247),u=r(84267),c=r(7901),f=r(91424),h=r(71828),p=h.strTranslate,d=h.strRotate,v=r(28984),g=v.keyFun,y=v.repeat,m=v.unwrap,x=r(63893),b=r(73972),_=r(18783),w=_.CAP_SHIFT,T=_.LINE_SPACING;function k(t,e,r){var n,i=m(e),a=i.trace,c=a.domain,f=\"h\"===a.orientation,p=a.node.pad,d=a.node.thickness,v=t.width*(c.x[1]-c.x[0]),g=t.height*(c.y[1]-c.y[0]),y=i._nodes,x=i._links,b=i.circular;(n=b?s.sankeyCircular().circularLinkGap(0):o.sankey()).iterations(l.sankeyIterations).size(f?[v,g]:[g,v]).nodeWidth(d).nodePadding(p).nodeId((function(t){return t.pointNumber})).nodes(y).links(x);var _,w,T,k=n();for(var A in n.nodePadding()<p&&h.warn(\"node.pad was reduced to \",n.nodePadding(),\" to fit within the figure.\"),i._groupLookup){var M,S=parseInt(i._groupLookup[A]);for(_=0;_<k.nodes.length;_++)if(k.nodes[_].pointNumber===S){M=k.nodes[_];break}if(M){var E={pointNumber:parseInt(A),x0:M.x0,x1:M.x1,y0:M.y0,y1:M.y1,partOfGroup:!0,sourceLinks:[],targetLinks:[]};k.nodes.unshift(E),M.childrenNodes.unshift(E)}}if(function(){for(_=0;_<k.nodes.length;_++){var t,e,r=k.nodes[_],n={};for(w=0;w<r.targetLinks.length;w++)t=(e=r.targetLinks[w]).source.pointNumber+\":\"+e.target.pointNumber,n.hasOwnProperty(t)||(n[t]=[]),n[t].push(e);var i=Object.keys(n);for(w=0;w<i.length;w++){var a=n[t=i[w]],o=0,s={};for(T=0;T<a.length;T++)s[(e=a[T]).label]||(s[e.label]=0),s[e.label]+=e.value,o+=e.value;for(T=0;T<a.length;T++)(e=a[T]).flow={value:o,labelConcentration:s[e.label]/o,concentration:e.value/o,links:a},e.concentrationscale&&(e.color=u(e.concentrationscale(e.flow.labelConcentration)))}var l=0;for(w=0;w<r.sourceLinks.length;w++)l+=r.sourceLinks[w].value;for(w=0;w<r.sourceLinks.length;w++)(e=r.sourceLinks[w]).concentrationOut=e.value/l;var c=0;for(w=0;w<r.targetLinks.length;w++)c+=r.targetLinks[w].value;for(w=0;w<r.targetLinks.length;w++)(e=r.targetLinks[w]).concenrationIn=e.value/c}}(),a.node.x.length&&a.node.y.length){for(_=0;_<Math.min(a.node.x.length,a.node.y.length,k.nodes.length);_++)if(a.node.x[_]&&a.node.y[_]){var L=[a.node.x[_]*v,a.node.y[_]*g];k.nodes[_].x0=L[0]-d/2,k.nodes[_].x1=L[0]+d/2;var C=k.nodes[_].y1-k.nodes[_].y0;k.nodes[_].y0=L[1]-C/2,k.nodes[_].y1=L[1]+C/2}\"snap\"===a.arrangement&&function(t){var e,r,n=t.map((function(t,e){return{x0:t.x0,index:e}})).sort((function(t,e){return t.x0-e.x0})),i=[],a=-1,o=-1/0;for(_=0;_<n.length;_++){var s=t[n[_].index];s.x0>o+d&&(a+=1,e=s.x0),o=s.x0,i[a]||(i[a]=[]),i[a].push(s),r=e-s.x0,s.x0+=r,s.x1+=r}return i}(y=k.nodes).forEach((function(t){var e,r,n,i=0,a=t.length;for(t.sort((function(t,e){return t.y0-e.y0})),n=0;n<a;++n)(e=t[n]).y0>=i||(r=i-e.y0)>1e-6&&(e.y0+=r,e.y1+=r),i=e.y1+p})),n.update(k)}return{circular:b,key:r,trace:a,guid:h.randstr(),horizontal:f,width:v,height:g,nodePad:a.node.pad,nodeLineColor:a.node.line.color,nodeLineWidth:a.node.line.width,linkLineColor:a.link.line.color,linkLineWidth:a.link.line.width,linkArrowLength:a.link.arrowlen,valueFormat:a.valueformat,valueSuffix:a.valuesuffix,textFont:a.textfont,translateX:c.x[0]*t.width+t.margin.l,translateY:t.height-c.y[1]*t.height+t.margin.t,dragParallel:f?g:v,dragPerpendicular:f?v:g,arrangement:a.arrangement,sankey:n,graph:k,forceLayouts:{},interactionState:{dragInProgress:!1,hovered:!1}}}function A(t,e,r){var n=u(e.color),i=e.source.label+\"|\"+e.target.label+\"__\"+r;return e.trace=t.trace,e.curveNumber=t.trace.index,{circular:t.circular,key:i,traceId:t.key,pointNumber:e.pointNumber,link:e,tinyColorHue:c.tinyRGB(n),tinyColorAlpha:n.getAlpha(),linkPath:M,linkLineColor:t.linkLineColor,linkLineWidth:t.linkLineWidth,linkArrowLength:t.linkArrowLength,valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,parent:t,interactionState:t.interactionState,flow:e.flow}}function M(){return function(t){var e=t.linkArrowLength;if(t.link.circular)return function(t,e){var r=t.width/2,n=t.circularPathData;return\"top\"===t.circularLinkType?\"M \"+(n.targetX-e)+\" \"+(n.targetY+r)+\" L\"+(n.rightInnerExtent-e)+\" \"+(n.targetY+r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 1 \"+(n.rightFullExtent-r-e)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r-e)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 1 \"+(n.rightInnerExtent-e)+\" \"+(n.verticalFullExtent-r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 1 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 0 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+(n.rightInnerExtent-e)+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 0 \"+(n.rightFullExtent+r-e)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r-e)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 0 \"+(n.rightInnerExtent-e)+\" \"+(n.targetY-r)+\"L\"+(n.targetX-e)+\" \"+(n.targetY-r)+(e>0?\"L\"+n.targetX+\" \"+n.targetY:\"\")+\"Z\":\"M \"+(n.targetX-e)+\" \"+(n.targetY-r)+\" L\"+(n.rightInnerExtent-e)+\" \"+(n.targetY-r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 0 \"+(n.rightFullExtent-r-e)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r-e)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 0 \"+(n.rightInnerExtent-e)+\" \"+(n.verticalFullExtent+r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 0 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 1 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+(n.rightInnerExtent-e)+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 1 \"+(n.rightFullExtent+r-e)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r-e)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 1 \"+(n.rightInnerExtent-e)+\" \"+(n.targetY+r)+\"L\"+(n.targetX-e)+\" \"+(n.targetY+r)+(e>0?\"L\"+n.targetX+\" \"+n.targetY:\"\")+\"Z\"}(t.link,e);var r=Math.abs((t.link.target.x0-t.link.source.x1)/2);e>r&&(e=r);var n=t.link.source.x1,a=t.link.target.x0-e,o=i(n,a),s=o(.5),l=o(.5),u=t.link.y0-t.link.width/2,c=t.link.y0+t.link.width/2,f=t.link.y1-t.link.width/2,h=t.link.y1+t.link.width/2,p=\"M\"+n+\",\"+u,d=\"C\"+s+\",\"+u+\" \"+l+\",\"+f+\" \"+a+\",\"+f,v=\"C\"+l+\",\"+h+\" \"+s+\",\"+c+\" \"+n+\",\"+c,g=e>0?\"L\"+(a+e)+\",\"+(f+t.link.width/2):\"\";return p+d+(g+=\"L\"+a+\",\"+h)+v+\"Z\"}}function S(t,e){var r=u(e.color),n=l.nodePadAcross,i=t.nodePad/2;e.dx=e.x1-e.x0,e.dy=e.y1-e.y0;var a=e.dx,o=Math.max(.5,e.dy),s=\"node_\"+e.pointNumber;return e.group&&(s=h.randstr()),e.trace=t.trace,e.curveNumber=t.trace.index,{index:e.pointNumber,key:s,partOfGroup:e.partOfGroup||!1,group:e.group,traceId:t.key,trace:t.trace,node:e,nodePad:t.nodePad,nodeLineColor:t.nodeLineColor,nodeLineWidth:t.nodeLineWidth,textFont:t.textFont,size:t.horizontal?t.height:t.width,visibleWidth:Math.ceil(a),visibleHeight:o,zoneX:-n,zoneY:-i,zoneWidth:a+2*n,zoneHeight:o+2*i,labelY:t.horizontal?e.dy/2+1:e.dx/2+1,left:1===e.originalLayer,sizeAcross:t.width,forceLayouts:t.forceLayouts,horizontal:t.horizontal,darkBackground:r.getBrightness()<=128,tinyColorHue:c.tinyRGB(r),tinyColorAlpha:r.getAlpha(),valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,graph:t.graph,arrangement:t.arrangement,uniqueNodeLabelPathId:[t.guid,t.key,s].join(\"_\"),interactionState:t.interactionState,figure:t}}function E(t){t.attr(\"transform\",(function(t){return p(t.node.x0.toFixed(3),t.node.y0.toFixed(3))}))}function L(t){t.call(E)}function 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b=u<2||i[0]!==i[u-1]||o[0]!==o[u-1];b&&(\"tozerox\"===y||\"tonextx\"===y&&(p||\"h\"===d))?m.tozero=!0:(e.error_y||{}).visible||\"tonexty\"!==y&&\"tozeroy\"!==y&&(l.hasMarkers(e)||l.hasText(e))||(m.padded=!1,m.ppad=0),b&&(\"tozeroy\"===y||\"tonexty\"===y&&(p||\"v\"===d))?x.tozero=!0:\"tonextx\"!==y&&\"tozerox\"!==y||(x.padded=!1),f&&(e._extremes[f]=a.findExtremes(r,i,m)),h&&(e._extremes[h]=a.findExtremes(n,o,x))}function p(t,e){if(l.hasMarkers(t)){var r,n=t.marker,o=1.6*(t.marker.sizeref||1);if(r=\"area\"===t.marker.sizemode?function(t){return Math.max(Math.sqrt((t||0)/o),3)}:function(t){return Math.max((t||0)/o,3)},i.isArrayOrTypedArray(n.size)){var s={type:\"linear\"};a.setConvert(s);for(var u=s.makeCalcdata(t.marker,\"size\"),c=new Array(e),f=0;f<e;f++)c[f]=r(u[f]);return c}return r(n.size)}}function d(t,e){var r=v(e),n=t._firstScatter;n[r]||(n[r]=e.uid)}function v(t){var e=t.stackgroup;return t.xaxis+t.yaxis+t.type+(e?\"-\"+e:\"\")}function g(t,e,r,n){var i=t.stackgroup;if(i){var 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n=r(52075).hasColorscale,i=r(78803),a=r(34098);t.exports=function(t,e){a.hasLines(e)&&n(e,\"line\")&&i(t,e,{vals:e.line.color,containerStr:\"line\",cLetter:\"c\"}),a.hasMarkers(e)&&(n(e,\"marker\")&&i(t,e,{vals:e.marker.color,containerStr:\"marker\",cLetter:\"c\"}),n(e,\"marker.line\")&&i(t,e,{vals:e.marker.line.color,containerStr:\"marker.line\",cLetter:\"c\"}))}},47581:function(t){\"use strict\";t.exports={PTS_LINESONLY:20,minTolerance:.2,toleranceGrowth:10,maxScreensAway:20,eventDataKeys:[]}},72626:function(t,e,r){\"use strict\";var n=r(47761),i=r(11661).setGroupPositions;function a(t,e,r,n,i,a,o){i[n]=!0;var s={i:null,gap:!0,s:0};if(s[o]=r,t.splice(e,0,s),e&&r===t[e-1][o]){var l=t[e-1];s.s=l.s,s.i=l.i,s.gap=l.gap}else a&&(s.s=function(t,e,r,n){var i=t[e-1],a=t[e+1];return a?i?i.s+(a.s-i.s)*(r-i[n])/(a[n]-i[n]):a.s:i.s}(t,e,r,o));e||(t[0].t=t[1].t,t[0].trace=t[1].trace,delete t[1].t,delete 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n=r(82196),i=r(9012),a=r(5386).fF,o=r(5386).si,s=r(50693),l=r(1426).extendFlat,u=n.marker,c=n.line,f=u.line;t.exports={carpet:{valType:\"string\",editType:\"calc\"},a:{valType:\"data_array\",editType:\"calc\"},b:{valType:\"data_array\",editType:\"calc\"},mode:l({},n.mode,{dflt:\"markers\"}),text:l({},n.text,{}),texttemplate:o({editType:\"plot\"},{keys:[\"a\",\"b\",\"text\"]}),hovertext:l({},n.hovertext,{}),line:{color:c.color,width:c.width,dash:c.dash,backoff:c.backoff,shape:l({},c.shape,{values:[\"linear\",\"spline\"]}),smoothing:c.smoothing,editType:\"calc\"},connectgaps:n.connectgaps,fill:l({},n.fill,{values:[\"none\",\"toself\",\"tonext\"],dflt:\"none\"}),fillcolor:n.fillcolor,marker:l({symbol:u.symbol,opacity:u.opacity,maxdisplayed:u.maxdisplayed,angle:u.angle,angleref:u.angleref,standoff:u.standoff,size:u.size,sizeref:u.sizeref,sizemin:u.sizemin,sizemode:u.sizemode,line:l({width:f.width,editType:\"calc\"},s(\"marker.line\")),gradient:u.gradient,editType:\"calc\"},s(\"marker\")),textfont:n.textfont,textposition:n.textposition,selected:n.selected,unselected:n.unselected,hoverinfo:l({},i.hoverinfo,{flags:[\"a\",\"b\",\"text\",\"name\"]}),hoveron:n.hoveron,hovertemplate:a()}},34618:function(t,e,r){\"use 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r,n,i=e._length,o=e.marker,l={},u=s.isArrayOrTypedArray(o.symbol),f=s.isArrayOrTypedArray(o.angle),d=s.isArrayOrTypedArray(o.color),v=s.isArrayOrTypedArray(o.line.color),g=s.isArrayOrTypedArray(o.opacity),y=s.isArrayOrTypedArray(o.size),m=s.isArrayOrTypedArray(o.line.width);if(u||(n=p.isOpenSymbol(o.symbol)),u||d||v||g||f){l.symbols=new Array(i),l.angles=new Array(i),l.colors=new Array(i),l.borderColors=new Array(i);var x=o.symbol,b=o.angle,_=c(o,o.opacity,i),w=c(o.line,o.opacity,i);if(!Array.isArray(w[0])){var T=w;for(w=Array(i),r=0;r<i;r++)w[r]=T}if(!Array.isArray(_[0])){var k=_;for(_=Array(i),r=0;r<i;r++)_[r]=k}if(!Array.isArray(x)){var A=x;for(x=Array(i),r=0;r<i;r++)x[r]=A}if(!Array.isArray(b)){var M=b;for(b=Array(i),r=0;r<i;r++)b[r]=M}for(l.symbols=x,l.angles=b,l.colors=_,l.borderColors=w,r=0;r<i;r++)u&&(n=p.isOpenSymbol(o.symbol[r])),n&&(w[r]=_[r].slice(),_[r]=_[r].slice(),_[r][3]=0);for(l.opacity=e.opacity,l.markers=new Array(i),r=0;r<i;r++)l.markers[r]=E({mx:l.symbols[r],ma:l.angles[r]},e)}else n?(l.color=a(o.color,\"uint8\"),l.color[3]=0,l.borderColor=a(o.color,\"uint8\")):(l.color=a(o.color,\"uint8\"),l.borderColor=a(o.line.color,\"uint8\")),l.opacity=e.opacity*o.opacity,l.marker=E({mx:o.symbol,ma:o.angle},e);var S,L=h(e,1);if(y||m){var C,P=l.sizes=new Array(i),O=l.borderSizes=new Array(i),I=0;if(y){for(r=0;r<i;r++)P[r]=L(o.size[r]),I+=P[r];C=I/i}else for(S=L(o.size),r=0;r<i;r++)P[r]=S;if(m)for(r=0;r<i;r++)O[r]=o.line.width[r];else for(S=o.line.width,r=0;r<i;r++)O[r]=S;l.sizeAvg=C}else l.size=L(o&&o.size||10),l.borderSizes=L(o.line.width);return l}function b(t,e,r){var n=e.marker,i={};return r?(r.marker&&r.marker.symbol?i=x(0,s.extendFlat({},n,r.marker)):r.marker&&(r.marker.size&&(i.size=r.marker.size),r.marker.color&&(i.colors=r.marker.color),void 0!==r.marker.opacity&&(i.opacity=r.marker.opacity)),i):i}function _(t,e,r){var n={};if(!r)return n;if(r.textfont){var i={opacity:1,text:e.text,texttemplate:e.texttemplate,textposition:e.textposition,textfont:s.extendFlat({},e.textfont)};r.textfont&&s.extendFlat(i.textfont,r.textfont),n=m(t,i)}return n}function w(t,e,r){var n={capSize:2*e.width*r,lineWidth:e.thickness*r,color:e.color};return e.copy_ystyle&&(n=t.error_y),n}var T=d.SYMBOL_SDF_SIZE,k=d.SYMBOL_SIZE,A=d.SYMBOL_STROKE,M={},S=l.symbolFuncs[0](.05*k);function E(t,e){var r,n,a=t.mx;if(\"circle\"===a)return null;var o=l.symbolNumber(a),s=l.symbolFuncs[o%100],u=!!l.symbolNoDot[o%100],c=!!l.symbolNoFill[o%100],f=p.isDotSymbol(a);if(t.ma&&(a+=\"_\"+t.ma),M[a])return M[a];var h=l.getMarkerAngle(t,e);return r=f&&!u?s(1.1*k,h)+S:s(k,h),n=i(r,{w:T,h:T,viewBox:[-k,-k,k,k],stroke:c?A:-A}),M[a]=n,n||null}t.exports={style:function(t,e){var r,n={marker:void 0,markerSel:void 0,markerUnsel:void 0,line:void 0,fill:void 0,errorX:void 0,errorY:void 0,text:void 0,textSel:void 0,textUnsel:void 0},i=t._context.plotGlPixelRatio;if(!0!==e.visible)return n;if(f.hasText(e)&&(n.text=m(t,e),n.textSel=_(t,e,e.selected),n.textUnsel=_(t,e,e.unselected)),f.hasMarkers(e)&&(n.marker=x(0,e),n.markerSel=b(0,e,e.selected),n.markerUnsel=b(0,e,e.unselected),!e.unselected&&s.isArrayOrTypedArray(e.marker.opacity))){var a=e.marker.opacity;for(n.markerUnsel.opacity=new Array(a.length),r=0;r<a.length;r++)n.markerUnsel.opacity[r]=v*a[r]}if(f.hasLines(e)){n.line={overlay:!0,thickness:e.line.width*i,color:e.line.color,opacity:e.opacity};var o=(d.DASHES[e.line.dash]||[1]).slice();for(r=0;r<o.length;++r)o[r]*=e.line.width*i;n.line.dashes=o}return e.error_x&&e.error_x.visible&&(n.errorX=w(e,e.error_x,i)),e.error_y&&e.error_y.visible&&(n.errorY=w(e,e.error_y,i)),e.fill&&\"none\"!==e.fill&&(n.fill={closed:!0,fill:e.fillcolor,thickness:0}),n},markerStyle:x,markerSelection:b,linePositions:function(t,e,r){var n,i,a=r.length,o=a/2;if(f.hasLines(e)&&o)if(\"hv\"===e.line.shape){for(n=[],i=0;i<o-1;i++)isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN,NaN,NaN):(n.push(r[2*i],r[2*i+1]),isNaN(r[2*i+2])||isNaN(r[2*i+3])?n.push(NaN,NaN):n.push(r[2*i+2],r[2*i+1]));n.push(r[a-2],r[a-1])}else if(\"hvh\"===e.line.shape){for(n=[],i=0;i<o-1;i++)if(isNaN(r[2*i])||isNaN(r[2*i+1])||isNaN(r[2*i+2])||isNaN(r[2*i+3]))isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+1]),n.push(NaN,NaN);else{var s=(r[2*i]+r[2*i+2])/2;n.push(r[2*i],r[2*i+1],s,r[2*i+1],s,r[2*i+3])}n.push(r[a-2],r[a-1])}else if(\"vhv\"===e.line.shape){for(n=[],i=0;i<o-1;i++)if(isNaN(r[2*i])||isNaN(r[2*i+1])||isNaN(r[2*i+2])||isNaN(r[2*i+3]))isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+1]),n.push(NaN,NaN);else{var l=(r[2*i+1]+r[2*i+3])/2;n.push(r[2*i],r[2*i+1],r[2*i],l,r[2*i+2],l)}n.push(r[a-2],r[a-1])}else if(\"vh\"===e.line.shape){for(n=[],i=0;i<o-1;i++)isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN,NaN,NaN):(n.push(r[2*i],r[2*i+1]),isNaN(r[2*i+2])||isNaN(r[2*i+3])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+3]));n.push(r[a-2],r[a-1])}else n=r;var u=!1;for(i=0;i<n.length;i++)if(isNaN(n[i])){u=!0;break}var c=u||n.length>d.TOO_MANY_POINTS||f.hasMarkers(e)?\"rect\":\"round\";if(u&&e.connectgaps){var h=n[0],p=n[1];for(i=0;i<n.length;i+=2)isNaN(n[i])||isNaN(n[i+1])?(n[i]=h,n[i+1]=p):(h=n[i],p=n[i+1])}return{join:c,positions:n}},errorBarPositions:function(t,e,r,i,a){var s=o.getComponentMethod(\"errorbars\",\"makeComputeError\"),l=u.getFromId(t,e.xaxis,\"x\"),c=u.getFromId(t,e.yaxis,\"y\"),f=r.length/2,h={};function p(t,i){var a=i._id.charAt(0),o=e[\"error_\"+a];if(o&&o.visible&&(\"linear\"===i.type||\"log\"===i.type)){for(var l=s(o),u={x:0,y:1}[a],c={x:[0,1,2,3],y:[2,3,0,1]}[a],p=new Float64Array(4*f),d=1/0,v=-1/0,g=0,y=0;g<f;g++,y+=4){var m=t[g];if(n(m)){var x=r[2*g+u],b=l(m,g),_=b[0],w=b[1];if(n(_)&&n(w)){var T=m-_,k=m+w;p[y+c[0]]=x-i.c2l(T),p[y+c[1]]=i.c2l(k)-x,p[y+c[2]]=0,p[y+c[3]]=0,d=Math.min(d,m-_),v=Math.max(v,m+w)}}}h[a]={positions:r,errors:p,_bnds:[d,v]}}}return p(i,l),p(a,c),h},textPosition:function(t,e,r,n){var i,a=e._length,o={};if(f.hasMarkers(e)){var s=r.font,l=r.align,u=r.baseline;for(o.offset=new Array(a),i=0;i<a;i++){var c=n.sizes?n.sizes[i]:n.size,h=Array.isArray(s)?s[i].size:s.size,p=Array.isArray(l)?l.length>1?l[i]:l[0]:l,d=Array.isArray(u)?u.length>1?u[i]:u[0]:u,v=g[p],y=g[d],m=c?c/.8+1:0,x=-y*m-.5*y;o.offset[i]=[v*m/h,x/h]}}return o}}},47148:function(t,e,r){\"use strict\";var n=r(71828),i=r(73972),a=r(68645),o=r(42341),s=r(47581),l=r(34098),u=r(67513),c=r(73927),f=r(49508),h=r(11058),p=r(28908),d=r(82410);t.exports=function(t,e,r,v){function g(r,i){return n.coerce(t,e,o,r,i)}var y=!!t.marker&&a.isOpenSymbol(t.marker.symbol),m=l.isBubble(t),x=u(t,e,v,g);if(x){c(t,e,v,g),g(\"xhoverformat\"),g(\"yhoverformat\");var b=x<s.PTS_LINESONLY?\"lines+markers\":\"lines\";g(\"text\"),g(\"hovertext\"),g(\"hovertemplate\"),g(\"mode\",b),l.hasLines(e)&&(g(\"connectgaps\"),h(t,e,r,v,g),g(\"line.shape\")),l.hasMarkers(e)&&(f(t,e,r,v,g,{noAngleRef:!0,noStandOff:!0}),g(\"marker.line.width\",y||m?1:0)),l.hasText(e)&&(g(\"texttemplate\"),d(t,e,v,g));var _=(e.line||{}).color,w=(e.marker||{}).color;g(\"fill\"),\"none\"!==e.fill&&p(t,e,r,g);var T=i.getComponentMethod(\"errorbars\",\"supplyDefaults\");T(t,e,_||w||r,{axis:\"y\"}),T(t,e,_||w||r,{axis:\"x\",inherit:\"y\"}),n.coerceSelectionMarkerOpacity(e,g)}else e.visible=!1}},5345:function(t,e,r){\"use strict\";var n=r(71828),i=r(7901),a=r(37822).DESELECTDIM;t.exports={styleTextSelection:function(t){var e,r,o=t[0],s=o.trace,l=o.t,u=l._scene,c=l.index,f=u.selectBatch[c],h=u.unselectBatch[c],p=u.textOptions[c],d=u.textSelectedOptions[c]||{},v=u.textUnselectedOptions[c]||{},g=n.extendFlat({},p);if(f.length||h.length){var y=d.color,m=v.color,x=p.color,b=Array.isArray(x);for(g.color=new Array(s._length),e=0;e<f.length;e++)r=f[e],g.color[r]=y||(b?x[r]:x);for(e=0;e<h.length;e++){r=h[e];var _=b?x[r]:x;g.color[r]=m||(y?_:i.addOpacity(_,a))}}u.glText[c].update(g)}}},68101:function(t,e,r){\"use strict\";var n=r(8225);t.exports=function(t,e,r){var i=t.i;return\"x\"in t||(t.x=e._x[i]),\"y\"in t||(t.y=e._y[i]),n(t,e,r)}},68645:function(t,e,r){\"use strict\";var n=r(78232);e.isOpenSymbol=function(t){return\"string\"==typeof t?n.OPEN_RE.test(t):t%200>100},e.isDotSymbol=function(t){return\"string\"==typeof t?n.DOT_RE.test(t):t>200}},20794:function(t,e,r){\"use strict\";var n=r(73972),i=r(71828),a=r(34603);function o(t,e,r,o){var s=t.xa,l=t.ya,u=t.distance,c=t.dxy,f=t.index,h={pointNumber:f,x:e[f],y:r[f]};h.tx=Array.isArray(o.text)?o.text[f]:o.text,h.htx=Array.isArray(o.hovertext)?o.hovertext[f]:o.hovertext,h.data=Array.isArray(o.customdata)?o.customdata[f]:o.customdata,h.tp=Array.isArray(o.textposition)?o.textposition[f]:o.textposition;var p=o.textfont;p&&(h.ts=i.isArrayOrTypedArray(p.size)?p.size[f]:p.size,h.tc=Array.isArray(p.color)?p.color[f]:p.color,h.tf=Array.isArray(p.family)?p.family[f]:p.family);var d=o.marker;d&&(h.ms=i.isArrayOrTypedArray(d.size)?d.size[f]:d.size,h.mo=i.isArrayOrTypedArray(d.opacity)?d.opacity[f]:d.opacity,h.mx=i.isArrayOrTypedArray(d.symbol)?d.symbol[f]:d.symbol,h.ma=i.isArrayOrTypedArray(d.angle)?d.angle[f]:d.angle,h.mc=i.isArrayOrTypedArray(d.color)?d.color[f]:d.color);var v=d&&d.line;v&&(h.mlc=Array.isArray(v.color)?v.color[f]:v.color,h.mlw=i.isArrayOrTypedArray(v.width)?v.width[f]:v.width);var g=d&&d.gradient;g&&\"none\"!==g.type&&(h.mgt=Array.isArray(g.type)?g.type[f]:g.type,h.mgc=Array.isArray(g.color)?g.color[f]:g.color);var y=s.c2p(h.x,!0),m=l.c2p(h.y,!0),x=h.mrc||1,b=o.hoverlabel;b&&(h.hbg=Array.isArray(b.bgcolor)?b.bgcolor[f]:b.bgcolor,h.hbc=Array.isArray(b.bordercolor)?b.bordercolor[f]:b.bordercolor,h.hts=i.isArrayOrTypedArray(b.font.size)?b.font.size[f]:b.font.size,h.htc=Array.isArray(b.font.color)?b.font.color[f]:b.font.color,h.htf=Array.isArray(b.font.family)?b.font.family[f]:b.font.family,h.hnl=i.isArrayOrTypedArray(b.namelength)?b.namelength[f]:b.namelength);var _=o.hoverinfo;_&&(h.hi=Array.isArray(_)?_[f]:_);var w=o.hovertemplate;w&&(h.ht=Array.isArray(w)?w[f]:w);var T={};T[t.index]=h;var k=o._origX,A=o._origY,M=i.extendFlat({},t,{color:a(o,h),x0:y-x,x1:y+x,xLabelVal:k?k[f]:h.x,y0:m-x,y1:m+x,yLabelVal:A?A[f]:h.y,cd:T,distance:u,spikeDistance:c,hovertemplate:h.ht});return h.htx?M.text=h.htx:h.tx?M.text=h.tx:o.text&&(M.text=o.text),i.fillText(h,o,M),n.getComponentMethod(\"errorbars\",\"hoverInfo\")(h,o,M),M}t.exports={hoverPoints:function(t,e,r,n){var i,a,s,l,u,c,f,h,p,d,v=t.cd,g=v[0].t,y=v[0].trace,m=t.xa,x=t.ya,b=g.x,_=g.y,w=m.c2p(e),T=x.c2p(r),k=t.distance;if(g.tree){var A=m.p2c(w-k),M=m.p2c(w+k),S=x.p2c(T-k),E=x.p2c(T+k);i=\"x\"===n?g.tree.range(Math.min(A,M),Math.min(x._rl[0],x._rl[1]),Math.max(A,M),Math.max(x._rl[0],x._rl[1])):g.tree.range(Math.min(A,M),Math.min(S,E),Math.max(A,M),Math.max(S,E))}else i=g.ids;var L=k;if(\"x\"===n){var C=!!y.xperiodalignment,P=!!y.yperiodalignment;for(c=0;c<i.length;c++){if(l=b[a=i[c]],f=Math.abs(m.c2p(l)-w),C){var O=m.c2p(y._xStarts[a]),I=m.c2p(y._xEnds[a]);f=w>=Math.min(O,I)&&w<=Math.max(O,I)?0:1/0}if(f<L){if(L=f,u=_[a],h=x.c2p(u)-T,P){var D=x.c2p(y._yStarts[a]),z=x.c2p(y._yEnds[a]);h=T>=Math.min(D,z)&&T<=Math.max(D,z)?0:1/0}d=Math.sqrt(f*f+h*h),s=i[c]}}}else for(c=i.length-1;c>-1;c--)l=b[a=i[c]],u=_[a],f=m.c2p(l)-w,h=x.c2p(u)-T,(p=Math.sqrt(f*f+h*h))<L&&(L=d=p,s=a);return t.index=s,t.distance=L,t.dxy=d,void 0===s?[t]:[o(t,b,_,y)]},calcHover:o}},68868:function(t,e,r){\"use strict\";var n=r(72156);n.plot=r(26787),t.exports=n},26787:function(t,e,r){\"use strict\";var n=r(11870),i=r(46075),a=r(3593),o=r(42505),s=r(71828),l=r(64505).selectMode,u=r(79749),c=r(34098),f=r(68687),h=r(5345).styleTextSelection,p={};function d(t,e,r,n){var i=t._size,a=t.width*n,o=t.height*n,s=i.l*n,l=i.b*n,u=i.r*n,c=i.t*n,f=i.w*n,h=i.h*n;return[s+e.domain[0]*f,l+r.domain[0]*h,a-u-(1-e.domain[1])*f,o-c-(1-r.domain[1])*h]}(t.exports=function(t,e,r){if(r.length){var v,g,y=t._fullLayout,m=e._scene,x=e.xaxis,b=e.yaxis;if(m)if(u(t,[\"ANGLE_instanced_arrays\",\"OES_element_index_uint\"],p)){var 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n=r(5386).fF,i=r(5386).si,a=r(19316),o=r(82196),s=r(23585),l=r(9012),u=r(50693),c=r(1426).extendFlat,f=r(30962).overrideAll,h=r(23585),p=a.line,d=a.marker;t.exports=f({lon:a.lon,lat:a.lat,cluster:{enabled:{valType:\"boolean\"},maxzoom:c({},h.layers.maxzoom,{}),step:{valType:\"number\",arrayOk:!0,dflt:-1,min:-1},size:{valType:\"number\",arrayOk:!0,dflt:20,min:0},color:{valType:\"color\",arrayOk:!0},opacity:c({},d.opacity,{dflt:1})},mode:c({},o.mode,{dflt:\"markers\"}),text:c({},o.text,{}),texttemplate:i({editType:\"plot\"},{keys:[\"lat\",\"lon\",\"text\"]}),hovertext:c({},o.hovertext,{}),line:{color:p.color,width:p.width},connectgaps:o.connectgaps,marker:c({symbol:{valType:\"string\",dflt:\"circle\",arrayOk:!0},angle:{valType:\"number\",dflt:\"auto\",arrayOk:!0},allowoverlap:{valType:\"boolean\",dflt:!1},opacity:d.opacity,size:d.size,sizeref:d.sizeref,sizemin:d.sizemin,sizemode:d.sizemode},u(\"marker\")),fill:a.fill,fillcolor:o.fillcolor,textfont:s.layers.symbol.textfont,textposition:s.layers.symbol.textposition,below:{valType:\"string\"},selected:{marker:o.selected.marker},unselected:{marker:o.unselected.marker},hoverinfo:c({},l.hoverinfo,{flags:[\"lon\",\"lat\",\"text\",\"name\"]}),hovertemplate:n()},\"calc\",\"nested\")},15790:function(t,e,r){\"use 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r,a=e[0].trace,b=!0===a.visible&&0!==a._length,_=\"none\"!==a.fill,w=c.hasLines(a),T=c.hasMarkers(a),k=c.hasText(a),A=T&&\"circle\"===a.marker.symbol,M=T&&\"circle\"!==a.marker.symbol,S=a.cluster&&a.cluster.enabled,E=v(\"fill\"),L=v(\"line\"),C=v(\"circle\"),P=v(\"symbol\"),O={fill:E,line:L,circle:C,symbol:P};if(!b)return O;if((_||w)&&(r=o.calcTraceToLineCoords(e)),_&&(E.geojson=o.makePolygon(r),E.layout.visibility=\"visible\",i.extendFlat(E.paint,{\"fill-color\":a.fillcolor})),w&&(L.geojson=o.makeLine(r),L.layout.visibility=\"visible\",i.extendFlat(L.paint,{\"line-width\":a.line.width,\"line-color\":a.line.color,\"line-opacity\":a.opacity})),A){var I=function(t){var e,r,a,o,c=t[0].trace,f=c.marker,h=c.selectedpoints,p=i.isArrayOrTypedArray(f.color),d=i.isArrayOrTypedArray(f.size),v=i.isArrayOrTypedArray(f.opacity);function g(t){return c.opacity*t}p&&(r=s.hasColorscale(c,\"marker\")?s.makeColorScaleFuncFromTrace(f):i.identity),d&&(a=u(c)),v&&(o=function(t){return 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a.marker&&\"auto\"!==a.marker.angle&&i.extendFlat(P.layout,{\"icon-rotate\":{type:\"identity\",property:\"angle\"},\"icon-rotation-alignment\":\"map\"}),P.layout[\"icon-allow-overlap\"]=a.marker.allowoverlap,i.extendFlat(P.paint,{\"icon-opacity\":a.opacity*a.marker.opacity,\"icon-color\":a.marker.color})),k)){var D=(a.marker||{}).size,z=f(a.textposition,D);i.extendFlat(P.layout,{\"text-size\":a.textfont.size,\"text-anchor\":z.anchor,\"text-offset\":z.offset,\"text-font\":a.textfont.family.split(\", \")}),i.extendFlat(P.paint,{\"text-color\":a.textfont.color,\"text-opacity\":a.opacity})}return O}},76645:function(t,e,r){\"use strict\";var n=r(71828),i=r(34098),a=r(49508),o=r(11058),s=r(82410),l=r(28908),u=r(99181),c=[\"Metropolis Black Italic\",\"Metropolis Black\",\"Metropolis Bold Italic\",\"Metropolis Bold\",\"Metropolis Extra Bold Italic\",\"Metropolis Extra Bold\",\"Metropolis Extra Light Italic\",\"Metropolis Extra Light\",\"Metropolis Light Italic\",\"Metropolis Light\",\"Metropolis Medium Italic\",\"Metropolis Medium\",\"Metropolis Regular Italic\",\"Metropolis Regular\",\"Metropolis Semi Bold Italic\",\"Metropolis Semi Bold\",\"Metropolis Thin Italic\",\"Metropolis Thin\",\"Open Sans Bold Italic\",\"Open Sans Bold\",\"Open Sans Extra Bold Italic\",\"Open Sans Extra Bold\",\"Open Sans Italic\",\"Open Sans Light Italic\",\"Open Sans Light\",\"Open Sans Regular\",\"Open Sans Semibold Italic\",\"Open Sans Semibold\",\"Klokantech Noto Sans Bold\",\"Klokantech Noto Sans CJK Bold\",\"Klokantech Noto Sans CJK Regular\",\"Klokantech Noto Sans Italic\",\"Klokantech Noto Sans Regular\"];t.exports=function(t,e,r,f){function h(r,i){return n.coerce(t,e,u,r,i)}function p(r,i){return n.coerce2(t,e,u,r,i)}var d=function(t,e,r){var n=r(\"lon\")||[],i=r(\"lat\")||[],a=Math.min(n.length,i.length);return 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n=r(35948),i=r(20794).calcHover;t.exports={hoverPoints:function(t,e,r){var a=t.cd[0].trace,o=t.scene.matrixOptions.cdata,s=t.xa,l=t.ya,u=s.c2p(e),c=l.c2p(r),f=t.distance,h=n.getDimIndex(a,s),p=n.getDimIndex(a,l);if(!1===h||!1===p)return[t];for(var d,v,g=o[h],y=o[p],m=f,x=0;x<g.length;x++){var b=g[x],_=y[x],w=s.c2p(b)-u,T=l.c2p(_)-c,k=Math.sqrt(w*w+T*T);k<m&&(m=v=k,d=x)}return t.index=d,t.distance=m,t.dxy=v,void 0===d?[t]:[i(t,g,y,a)]}}},6419:function(t,e,r){\"use strict\";var n=r(65017);n.basePlotModule=r(16947),t.exports=n},79410:function(t,e,r){\"use strict\";var n=r(60487),i=r(71828),a=r(41675),o=r(64505).selectMode;function s(t,e){var r,s,l,u,c,f=t._fullLayout,h=f._size,p=e.trace,d=e.t,v=f._splomScenes[p.uid],g=v.matrixOptions,y=g.cdata,m=f._glcanvas.data()[0].regl,x=f.dragmode;if(0!==y.length){g.lower=p.showupperhalf,g.upper=p.showlowerhalf,g.diagonal=p.diagonal.visible;var b=p._visibleDims,_=y.length,w=v.viewOpts={};for(w.ranges=new Array(_),w.domains=new 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B=i.extendFlat({},g,v.unselectedOptions,w),N=i.extendFlat({},g,v.selectedOptions,w);v.matrix.update(B,N),P=!1}}else d.xpx=d.ypx=null;if(P){var j=i.extendFlat({},g,w);v.matrix.update(j,null)}}}t.exports=function(t,e,r){if(r.length)for(var n=0;n<r.length;n++)s(t,r[n][0])}},10164:function(t,e,r){\"use strict\";var n=r(71828);t.exports=function(t,e){var r=t._fullLayout,i=e.uid,a=r._splomScenes;a||(a=r._splomScenes={});var o={dirty:!0,selectBatch:[],unselectBatch:[]},s=a[e.uid];return s||((s=a[i]=n.extendFlat({},o,{matrix:!1,selectBatch:[],unselectBatch:[]})).draw=function(){s.matrix&&s.matrix.draw&&(s.selectBatch.length||s.unselectBatch.length?s.matrix.draw(s.unselectBatch,s.selectBatch):s.matrix.draw()),s.dirty=!1},s.destroy=function(){s.matrix&&s.matrix.destroy&&s.matrix.destroy(),s.matrixOptions=null,s.selectBatch=null,s.unselectBatch=null,s=null}),s.dirty||n.extendFlat(s,o),s}},8689:function(t,e,r){\"use strict\";var n=r(71828),i=n.pushUnique,a=r(34098),o=r(35948);t.exports=function(t,e){var r=t.cd,s=r[0].trace,l=r[0].t,u=t.scene,c=u.matrixOptions.cdata,f=t.xaxis,h=t.yaxis,p=[];if(!u)return p;var d=!a.hasMarkers(s)&&!a.hasText(s);if(!0!==s.visible||d)return p;var v=o.getDimIndex(s,f),g=o.getDimIndex(s,h);if(!1===v||!1===g)return p;var y=l.xpx[v],m=l.ypx[g],x=c[v],b=c[g],_=(t.scene.selectBatch||[]).slice(),w=[];if(!1!==e&&!e.degenerate)for(var T=0;T<x.length;T++)e.contains([y[T],m[T]],null,T,t)?(p.push({pointNumber:T,x:x[T],y:b[T]}),i(_,T)):-1!==_.indexOf(T)?i(_,T):w.push(T);var k=u.matrixOptions;return _.length||w.length?u.selectBatch.length||u.unselectBatch.length||u.matrix.update(u.unselectedOptions,n.extendFlat({},k,u.selectedOptions,u.viewOpts)):u.matrix.update(k,null),u.selectBatch=_,u.unselectBatch=w,p}},21850:function(t,e,r){\"use strict\";var n=r(50693),i=r(12663).axisHoverFormat,a=r(5386).fF,o=r(2418),s=r(9012),l=r(1426).extendFlat,u={x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},y:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},z:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},u:{valType:\"data_array\",editType:\"calc\"},v:{valType:\"data_array\",editType:\"calc\"},w:{valType:\"data_array\",editType:\"calc\"},starts:{x:{valType:\"data_array\",editType:\"calc\"},y:{valType:\"data_array\",editType:\"calc\"},z:{valType:\"data_array\",editType:\"calc\"},editType:\"calc\"},maxdisplayed:{valType:\"integer\",min:0,dflt:1e3,editType:\"calc\"},sizeref:{valType:\"number\",editType:\"calc\",min:0,dflt:1},text:{valType:\"string\",dflt:\"\",editType:\"calc\"},hovertext:{valType:\"string\",dflt:\"\",editType:\"calc\"},hovertemplate:a({editType:\"calc\"},{keys:[\"tubex\",\"tubey\",\"tubez\",\"tubeu\",\"tubev\",\"tubew\",\"norm\",\"divergence\"]}),uhoverformat:i(\"u\",1),vhoverformat:i(\"v\",1),whoverformat:i(\"w\",1),xhoverformat:i(\"x\"),yhoverformat:i(\"y\"),zhoverformat:i(\"z\"),showlegend:l({},s.showlegend,{dflt:!1})};l(u,n(\"\",{colorAttr:\"u/v/w 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L=function(){m=0,M=[],S=[],E=[]};(!m||m<M.length*S.length*E.length)&&L();var C=function(t){return\"x\"===t?v:\"y\"===t?g:y},P=function(t){return\"x\"===t?M:\"y\"===t?S:E},O=function(t){return t[m-1]<t[0]?-1:1},I=C(A[1]),D=C(A[3]),z=C(A[5]),R=P(A[1]).length,F=P(A[3]).length,B=P(A[5]).length,N=!1,j=function(t,e,r){return R*(F*t+e)+r},U=O(C(A[1])),V=O(C(A[3])),H=O(C(A[5]));for(e=0;e<B-1;e++){for(r=0;r<F-1;r++){for(i=0;i<R-1;i++){var q=j(e,r,i),G=j(e,r,i+1),Z=j(e,r+1,i),Y=j(e+1,r,i);if(I[q]*U<I[G]*U&&D[q]*V<D[Z]*V&&z[q]*H<z[Y]*H||(N=!0),N)break}if(N)break}if(N)break}return N&&(n.warn(\"Encountered arbitrary coordinates! 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y=n[c];r.xMax=Math.max(r.xMax,y),r.xMin=Math.min(r.xMin,y);var m=o[c];r.yMax=Math.max(r.yMax,m),r.yMin=Math.min(r.yMin,m);var x=l[c];r.zMax=Math.max(r.zMax,x),r.zMin=Math.min(r.zMin,x)}e._slen=u,e._normMax=f,e._xbnds=[r.xMin,r.xMax],e._ybnds=[r.yMin,r.yMax],e._zbnds=[r.zMin,r.zMax]},filter:s,processGrid:a}},90154:function(t,e,r){\"use strict\";var n=r(9330).gl_streamtube3d,i=n.createTubeMesh,a=r(71828),o=r(81697).parseColorScale,s=r(21081).extractOpts,l=r(90060),u={xaxis:0,yaxis:1,zaxis:2};function c(t,e){this.scene=t,this.uid=e,this.mesh=null,this.data=null}var f=c.prototype;function h(t){var e=t.length;return e>2?t.slice(1,e-1):2===e?[(t[0]+t[1])/2]:t}function p(t){var e=t.length;return 1===e?[.5,.5]:[t[1]-t[0],t[e-1]-t[e-2]]}function d(t,e){var r=t.fullSceneLayout,i=t.dataScale,c=e._len,f={};function d(t,e){var n=r[e],o=i[u[e]];return a.simpleMap(t,(function(t){return 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e.listPath(t,\"label\").join(\"/\")+\"/\"},e.formatValue=o.formatPieValue,e.formatPercent=function(t,e){var r=n.formatPercent(t,0);return\"0%\"===r&&(r=o.formatPiePercent(t,e)),r}},87619:function(t,e,r){\"use strict\";t.exports={moduleType:\"trace\",name:\"sunburst\",basePlotModule:r(66888),categories:[],animatable:!0,attributes:r(57564),layoutAttributes:r(2654),supplyDefaults:r(17094),supplyLayoutDefaults:r(57034),calc:r(52147).calc,crossTraceCalc:r(52147).crossTraceCalc,plot:r(24714).plot,style:r(29969).style,colorbar:r(4898),meta:{}}},2654:function(t){\"use strict\";t.exports={sunburstcolorway:{valType:\"colorlist\",editType:\"calc\"},extendsunburstcolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},57034:function(t,e,r){\"use strict\";var n=r(71828),i=r(2654);t.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"sunburstcolorway\",e.colorway),r(\"extendsunburstcolors\")}},24714:function(t,e,r){\"use strict\";var 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s,l=b.getPtId(t.parent);T.each((function(t){if(b.getPtId(t)===l)return s=t}));var u,c=s.children;c.forEach((function(t,e){if(b.getPtId(t)===r)return u=e}));var f=c.length,h=a(s.x0,s.x1);e={rpx0:I,rpx1:I,x0:h(u/f),x1:h((u+1)/f)}}return a(n,e)}(t);return function(t){return Z(e(t))}})),t.select(\"g.slicetext\").attr(\"opacity\",0)})).remove():T.exit().remove(),T.order();var X=null;if(_&&R){var J=b.getPtId(R);T.each((function(t){null===X&&b.getPtId(t)===J&&(X=t.x1)}))}var K=T;function $(t){var e=t.parent,r=F[b.getPtId(e)],n={};if(r){var i=e.children,o=i.indexOf(t),s=i.length,l=a(r.x0,r.x1);n.x0=l(o/s),n.x1=l(o/s)}else n.x0=n.x1=0;return n}_&&(K=K.transition().each(\"end\",(function(){var e=n.select(this);b.setSliceCursor(e,t,{hideOnRoot:!0,hideOnLeaves:!0,isTransitioning:!1})}))),K.each((function(i){var u=n.select(this),f=s.ensureSingle(u,\"path\",\"surface\",(function(t){t.style(\"pointer-events\",h?\"none\":\"all\")}));i.rpx0=q(i.y0),i.rpx1=q(i.y1),i.xmid=(i.x0+i.x1)/2,i.pxmid=G(i.rpx1,i.xmid),i.midangle=-(i.xmid-Math.PI/2),i.startangle=-(i.x0-Math.PI/2),i.stopangle=-(i.x1-Math.PI/2),i.halfangle=.5*Math.min(s.angleDelta(i.x0,i.x1)||Math.PI,Math.PI),i.ring=1-i.rpx0/i.rpx1,i.rInscribed=function(t){return 0===t.rpx0&&s.isFullCircle([t.x0,t.x1])?1:Math.max(0,Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2))}(i),_?f.transition().attrTween(\"d\",(function(t){var e=function(t){var e,r=F[b.getPtId(t)],n={x0:t.x0,x1:t.x1,rpx0:t.rpx0,rpx1:t.rpx1};if(r)e=r;else if(R)if(t.parent)if(X){var i=(t.x1>X?2*Math.PI:0)+V;e={x0:i,x1:i}}else e={rpx0:I,rpx1:I},s.extendFlat(e,$(t));else e={rpx0:0,rpx1:0};else e={x0:V,x1:V};return a(e,n)}(t);return function(t){return Z(e(t))}})):f.attr(\"d\",Z),u.call(m,S,t,r,{eventDataKeys:x.eventDataKeys,transitionTime:x.CLICK_TRANSITION_TIME,transitionEasing:x.CLICK_TRANSITION_EASING}).call(b.setSliceCursor,t,{hideOnRoot:!0,hideOnLeaves:!0,isTransitioning:t._transitioning}),f.call(g,i,A,t);var p=s.ensureSingle(u,\"g\",\"slicetext\"),w=s.ensureSingle(p,\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),T=s.ensureUniformFontSize(t,b.determineTextFont(A,i,y.font));w.text(e.formatSliceLabel(i,S,A,r,y)).classed(\"slicetext\",!0).attr(\"text-anchor\",\"middle\").call(o.font,T).call(l.convertToTspans,t);var M=o.bBox(w.node());i.transform=v(M,i,k),i.transform.targetX=Y(i),i.transform.targetY=W(i);var E=function(t,e){var r=t.transform;return d(r,e),r.fontSize=T.size,c(A.type,r,y),s.getTextTransform(r)};_?w.transition().attrTween(\"transform\",(function(t){var e=function(t){var e,r=F[b.getPtId(t)],n=t.transform;if(r)e=r;else if(e={rpx1:t.rpx1,transform:{textPosAngle:n.textPosAngle,scale:0,rotate:n.rotate,rCenter:n.rCenter,x:n.x,y:n.y}},R)if(t.parent)if(X){var i=t.x1>X?2*Math.PI:0;e.x0=e.x1=i}else s.extendFlat(e,$(t));else e.x0=e.x1=V;else e.x0=e.x1=V;var o=a(e.transform.textPosAngle,t.transform.textPosAngle),l=a(e.rpx1,t.rpx1),u=a(e.x0,t.x0),f=a(e.x1,t.x1),h=a(e.transform.scale,n.scale),p=a(e.transform.rotate,n.rotate),d=0===n.rCenter?3:0===e.transform.rCenter?1/3:1,v=a(e.transform.rCenter,n.rCenter);return function(t){var e=l(t),r=u(t),i=f(t),a=function(t){return v(Math.pow(t,d))}(t),s={pxmid:G(e,(r+i)/2),rpx1:e,transform:{textPosAngle:o(t),rCenter:a,x:n.x,y:n.y}};return c(A.type,n,y),{transform:{targetX:Y(s),targetY:W(s),scale:h(t),rotate:p(t),rCenter:a}}}}(t);return function(t){return E(e(t),M)}})):w.attr(\"transform\",E(i,M))}))}function w(t){return e=t.rpx1,r=t.transform.textPosAngle,[e*Math.sin(r),-e*Math.cos(r)];var e,r}e.plot=function(t,e,r,i){var a,o,s=t._fullLayout,l=s._sunburstlayer,u=!r,c=!s.uniformtext.mode&&b.hasTransition(r);f(\"sunburst\",s),(a=l.selectAll(\"g.trace.sunburst\").data(e,(function(t){return t[0].trace.uid}))).enter().append(\"g\").classed(\"trace\",!0).classed(\"sunburst\",!0).attr(\"stroke-linejoin\",\"round\"),a.order(),c?(i&&(o=i()),n.transition().duration(r.duration).ease(r.easing).each(\"end\",(function(){o&&o()})).each(\"interrupt\",(function(){o&&o()})).each((function(){l.selectAll(\"g.trace\").each((function(e){_(t,e,this,r)}))}))):(a.each((function(e){_(t,e,this,r)})),s.uniformtext.mode&&y(t,s._sunburstlayer.selectAll(\".trace\"),\"sunburst\")),u&&a.exit().remove()},e.formatSliceLabel=function(t,e,r,n,i){var a=r.texttemplate,o=r.textinfo;if(!(a||o&&\"none\"!==o))return\"\";var l=i.separators,u=n[0],c=t.data.data,f=u.hierarchy,h=b.isHierarchyRoot(t),p=b.getParent(f,t),d=b.getValue(t);if(!a){var v,g=o.split(\"+\"),y=function(t){return-1!==g.indexOf(t)},m=[];if(y(\"label\")&&c.label&&m.push(c.label),c.hasOwnProperty(\"v\")&&y(\"value\")&&m.push(b.formatValue(c.v,l)),!h){y(\"current path\")&&m.push(b.getPath(t.data));var x=0;y(\"percent parent\")&&x++,y(\"percent entry\")&&x++,y(\"percent root\")&&x++;var _=x>1;if(x){var w,T=function(t){v=b.formatPercent(w,l),_&&(v+=\" of \"+t),m.push(v)};y(\"percent parent\")&&!h&&(w=d/b.getValue(p),T(\"parent\")),y(\"percent entry\")&&(w=d/b.getValue(e),T(\"entry\")),y(\"percent root\")&&(w=d/b.getValue(f),T(\"root\"))}}return y(\"text\")&&(v=s.castOption(r,c.i,\"text\"),s.isValidTextValue(v)&&m.push(v)),m.join(\"<br>\")}var k=s.castOption(r,c.i,\"texttemplate\");if(!k)return\"\";var A={};c.label&&(A.label=c.label),c.hasOwnProperty(\"v\")&&(A.value=c.v,A.valueLabel=b.formatValue(c.v,l)),A.currentPath=b.getPath(t.data),h||(A.percentParent=d/b.getValue(p),A.percentParentLabel=b.formatPercent(A.percentParent,l),A.parent=b.getPtLabel(p)),A.percentEntry=d/b.getValue(e),A.percentEntryLabel=b.formatPercent(A.percentEntry,l),A.entry=b.getPtLabel(e),A.percentRoot=d/b.getValue(f),A.percentRootLabel=b.formatPercent(A.percentRoot,l),A.root=b.getPtLabel(f),c.hasOwnProperty(\"color\")&&(A.color=c.color);var M=s.castOption(r,c.i,\"text\");return(s.isValidTextValue(M)||\"\"===M)&&(A.text=M),A.customdata=s.castOption(r,c.i,\"customdata\"),s.texttemplateString(k,A,i._d3locale,A,r._meta||{})}},29969:function(t,e,r){\"use strict\";var n=r(39898),i=r(7901),a=r(71828),o=r(72597).resizeText,s=r(43467);function l(t,e,r,n){var 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f=t.exports=u(l({z:{valType:\"data_array\"},x:{valType:\"data_array\"},y:{valType:\"data_array\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertemplate:o(),xhoverformat:a(\"x\"),yhoverformat:a(\"y\"),zhoverformat:a(\"z\"),connectgaps:{valType:\"boolean\",dflt:!1,editType:\"calc\"},surfacecolor:{valType:\"data_array\"}},i(\"\",{colorAttr:\"z or 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n=r(78803);t.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:\"\",cLetter:\"c\"}):n(t,e,{vals:e.z,containerStr:\"\",cLetter:\"c\"})}},43768:function(t,e,r){\"use strict\";var n=r(9330).gl_surface3d,i=r(9330).ndarray,a=r(9330).ndarray_linear_interpolate.d2,o=r(824),s=r(43907),l=r(71828).isArrayOrTypedArray,u=r(81697).parseColorScale,c=r(78614),f=r(21081).extractOpts;function h(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],this.contourStart=[null,null,null],this.contourEnd=[null,null,null],this.contourSize=[0,0,0],this.minValues=[1/0,1/0,1/0],this.maxValues=[-1/0,-1/0,-1/0],this.dataScaleX=1,this.dataScaleY=1,this.refineData=!0,this.objectOffset=[0,0,0]}var p=h.prototype;p.getXat=function(t,e,r,n){var i=l(this.data.x)?l(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?i:n.d2l(i,0,r)},p.getYat=function(t,e,r,n){var i=l(this.data.y)?l(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 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A=[!0,!0,!0],M=[\"x\",\"y\",\"z\"];for(e=0;e<3;++e){var S=t.contours[M[e]];A[e]=S.highlight,w.showContour[e]=S.show||S.highlight,w.showContour[e]&&(w.contourProject[e]=[S.project.x,S.project.y,S.project.z],S.show?(this.showContour[e]=!0,w.levels[e]=m[e],p.highlightColor[e]=w.contourColor[e]=c(S.color),S.usecolormap?p.highlightTint[e]=w.contourTint[e]=0:p.highlightTint[e]=w.contourTint[e]=1,w.contourWidth[e]=S.width,this.contourStart[e]=S.start,this.contourEnd[e]=S.end,this.contourSize[e]=S.size):(this.showContour[e]=!1,this.contourStart[e]=null,this.contourEnd[e]=null,this.contourSize[e]=0),S.highlight&&(w.dynamicColor[e]=c(S.highlightcolor),w.dynamicWidth[e]=S.highlightwidth))}(function(t){var e=t[0].rgb,r=t[t.length-1].rgb;return e[0]===r[0]&&e[1]===r[1]&&e[2]===r[2]&&e[3]===r[3]})(d)&&(w.vertexColor=!0),w.objectOffset=this.objectOffset,w.coords=b,p.update(w),p.visible=t.visible,p.enableDynamic=A,p.enableHighlight=A,p.snapToData=!0,\"lighting\"in 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n=r(50215),i=r(1426).extendFlat,a=r(30962).overrideAll,o=r(41940),s=r(27670).Y,l=r(12663).descriptionOnlyNumbers;(t.exports=a({domain:s({name:\"table\",trace:!0}),columnwidth:{valType:\"number\",arrayOk:!0,dflt:null},columnorder:{valType:\"data_array\"},header:{values:{valType:\"data_array\",dflt:[]},format:{valType:\"data_array\",dflt:[],description:l(\"cell value\")},prefix:{valType:\"string\",arrayOk:!0,dflt:null},suffix:{valType:\"string\",arrayOk:!0,dflt:null},height:{valType:\"number\",dflt:28},align:i({},n.align,{arrayOk:!0}),line:{width:{valType:\"number\",arrayOk:!0,dflt:1},color:{valType:\"color\",arrayOk:!0,dflt:\"grey\"}},fill:{color:{valType:\"color\",arrayOk:!0,dflt:\"white\"}},font:i({},o({arrayOk:!0}))},cells:{values:{valType:\"data_array\",dflt:[]},format:{valType:\"data_array\",dflt:[],description:l(\"cell 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L=Math.max(o(e.header.line.width),o(e.cells.line.width)),C={key:e.uid+t._context.staticPlot,translateX:g.x[0]*t._fullLayout._size.w,translateY:t._fullLayout._size.h*(1-g.y[1]),size:t._fullLayout._size,width:y,maxLineWidth:L,height:m,columnOrder:M,groupHeight:m,rowBlocks:k,headerRowBlocks:T,scrollY:0,cells:i({},e.cells,{values:r}),headerCells:i({},e.header,{values:v}),gdColumns:v.map((function(t){return t[0]})),gdColumnsOriginalOrder:v.map((function(t){return t[0]})),prevPages:[0,0],scrollbarState:{scrollbarScrollInProgress:!1},columns:v.map((function(t,e){var r=A[t];return A[t]=(r||0)+1,{key:t+\"__\"+A[t],label:t,specIndex:e,xIndex:M[e],xScale:c,x:void 0,calcdata:void 0,columnWidth:S[e]}}))};return C.columns.forEach((function(t){t.calcdata=C,t.x=c(t)})),C}},56269:function(t,e,r){\"use strict\";var n=r(1426).extendFlat;e.splitToPanels=function(t){var e=[0,0],r=n({},t,{key:\"header\",type:\"header\",page:0,prevPages:e,currentRepaint:[null,null],dragHandle:!0,values:t.calcdata.headerCells.values[t.specIndex],rowBlocks:t.calcdata.headerRowBlocks,calcdata:n({},t.calcdata,{cells:t.calcdata.headerCells})});return[n({},t,{key:\"cells1\",type:\"cells\",page:0,prevPages:e,currentRepaint:[null,null],dragHandle:!1,values:t.calcdata.cells.values[t.specIndex],rowBlocks:t.calcdata.rowBlocks}),n({},t,{key:\"cells2\",type:\"cells\",page:1,prevPages:e,currentRepaint:[null,null],dragHandle:!1,values:t.calcdata.cells.values[t.specIndex],rowBlocks:t.calcdata.rowBlocks}),r]},e.splitToCells=function(t){var e=function(t){var e=t.rowBlocks[t.page],r=e?e.rows[0].rowIndex:0;return[r,e?r+e.rows.length:0]}(t);return(t.values||[]).slice(e[0],e[1]).map((function(r,n){return{keyWithinBlock:n+(\"string\"==typeof r&&r.match(/[<$&> 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a.indexOf(t)})),s=o.length;s<n;s++)o.push(s);e(\"columnorder\",o)}(e,s),s(\"cells.values\"),s(\"cells.format\"),s(\"cells.align\"),s(\"cells.prefix\"),s(\"cells.suffix\"),s(\"cells.height\"),s(\"cells.line.width\"),s(\"cells.line.color\"),s(\"cells.fill.color\"),n.coerceFont(s,\"cells.font\",n.extendFlat({},o.font)),e._length=null}},96595:function(t,e,r){\"use strict\";t.exports={attributes:r(44464),supplyDefaults:r(39754),calc:r(76333),plot:r(36736),moduleType:\"trace\",name:\"table\",basePlotModule:r(99469),categories:[\"noOpacity\"],meta:{}}},36736:function(t,e,r){\"use strict\";var n=r(49850),i=r(39898),a=r(71828).numberFormat,o=r(28984),s=r(91424),l=r(63893),u=r(71828).raiseToTop,c=r(71828).strTranslate,f=r(71828).cancelTransition,h=r(51018),p=r(56269),d=r(7901);function v(t){return Math.ceil(t.calcdata.maxLineWidth/2)}function g(t,e){return\"clip\"+t._fullLayout._uid+\"_scrollAreaBottomClip_\"+e.key}function y(t,e){return\"clip\"+t._fullLayout._uid+\"_columnBoundaryClippath_\"+e.calcdata.key+\"_\"+e.specIndex}function m(t){return[].concat.apply([],t.map((function(t){return t}))).map((function(t){return t.__data__}))}function x(t,e,r){var a=t.selectAll(\".\"+n.cn.scrollbarKit).data(o.repeat,o.keyFun);a.enter().append(\"g\").classed(n.cn.scrollbarKit,!0).style(\"shape-rendering\",\"geometricPrecision\"),a.each((function(t){var e=t.scrollbarState;e.totalHeight=function(t){var e=t.rowBlocks;return z(e,e.length-1)+(e.length?R(e[e.length-1],1/0):1)}(t),e.scrollableAreaHeight=t.groupHeight-S(t),e.currentlyVisibleHeight=Math.min(e.totalHeight,e.scrollableAreaHeight),e.ratio=e.currentlyVisibleHeight/e.totalHeight,e.barLength=Math.max(e.ratio*e.currentlyVisibleHeight,n.goldenRatio*n.scrollbarWidth),e.barWiggleRoom=e.currentlyVisibleHeight-e.barLength,e.wiggleRoom=Math.max(0,e.totalHeight-e.scrollableAreaHeight),e.topY=0===e.barWiggleRoom?0:t.scrollY/e.wiggleRoom*e.barWiggleRoom,e.bottomY=e.topY+e.barLength,e.dragMultiplier=e.wiggleRoom/e.barWiggleRoom})).attr(\"transform\",(function(t){var e=t.width+n.scrollbarWidth/2+n.scrollbarOffset;return c(e,S(t))}));var s=a.selectAll(\".\"+n.cn.scrollbar).data(o.repeat,o.keyFun);s.enter().append(\"g\").classed(n.cn.scrollbar,!0);var l=s.selectAll(\".\"+n.cn.scrollbarSlider).data(o.repeat,o.keyFun);l.enter().append(\"g\").classed(n.cn.scrollbarSlider,!0),l.attr(\"transform\",(function(t){return c(0,t.scrollbarState.topY||0)}));var u=l.selectAll(\".\"+n.cn.scrollbarGlyph).data(o.repeat,o.keyFun);u.enter().append(\"line\").classed(n.cn.scrollbarGlyph,!0).attr(\"stroke\",\"black\").attr(\"stroke-width\",n.scrollbarWidth).attr(\"stroke-linecap\",\"round\").attr(\"y1\",n.scrollbarWidth/2),u.attr(\"y2\",(function(t){return t.scrollbarState.barLength-n.scrollbarWidth/2})).attr(\"stroke-opacity\",(function(t){return t.columnDragInProgress||!t.scrollbarState.barWiggleRoom||r?0:.4})),u.transition().delay(0).duration(0),u.transition().delay(n.scrollbarHideDelay).duration(n.scrollbarHideDuration).attr(\"stroke-opacity\",0);var f=s.selectAll(\".\"+n.cn.scrollbarCaptureZone).data(o.repeat,o.keyFun);f.enter().append(\"line\").classed(n.cn.scrollbarCaptureZone,!0).attr(\"stroke\",\"white\").attr(\"stroke-opacity\",.01).attr(\"stroke-width\",n.scrollbarCaptureWidth).attr(\"stroke-linecap\",\"butt\").attr(\"y1\",0).on(\"mousedown\",(function(r){var n=i.event.y,a=this.getBoundingClientRect(),o=r.scrollbarState,s=n-a.top,l=i.scale.linear().domain([0,o.scrollableAreaHeight]).range([0,o.totalHeight]).clamp(!0);o.topY<=s&&s<=o.bottomY||L(e,t,null,l(s-o.barLength/2))(r)})).call(i.behavior.drag().origin((function(t){return i.event.stopPropagation(),t.scrollbarState.scrollbarScrollInProgress=!0,t})).on(\"drag\",L(e,t)).on(\"dragend\",(function(){}))),f.attr(\"y2\",(function(t){return t.scrollbarState.scrollableAreaHeight})),e._context.staticPlot&&(u.remove(),f.remove())}function b(t,e,r,a){var l=function(t){var e=t.selectAll(\".\"+n.cn.columnCells).data(o.repeat,o.keyFun);return e.enter().append(\"g\").classed(n.cn.columnCells,!0),e.exit().remove(),e}(r),u=function(t){var e=t.selectAll(\".\"+n.cn.columnCell).data(p.splitToCells,(function(t){return t.keyWithinBlock}));return e.enter().append(\"g\").classed(n.cn.columnCell,!0),e.exit().remove(),e}(l);!function(t){t.each((function(t,e){var r=t.calcdata.cells.font,n=t.column.specIndex,i={size:T(r.size,n,e),color:T(r.color,n,e),family:T(r.family,n,e)};t.rowNumber=t.key,t.align=T(t.calcdata.cells.align,n,e),t.cellBorderWidth=T(t.calcdata.cells.line.width,n,e),t.font=i}))}(u);var c=function(t){var e=t.selectAll(\".\"+n.cn.cellRect).data(o.repeat,(function(t){return t.keyWithinBlock}));return e.enter().append(\"rect\").classed(n.cn.cellRect,!0),e}(u);!function(t){t.attr(\"width\",(function(t){return t.column.columnWidth})).attr(\"stroke-width\",(function(t){return t.cellBorderWidth})).each((function(t){var e=i.select(this);d.stroke(e,T(t.calcdata.cells.line.color,t.column.specIndex,t.rowNumber)),d.fill(e,T(t.calcdata.cells.fill.color,t.column.specIndex,t.rowNumber))}))}(c);var f=function(t){var e=t.selectAll(\".\"+n.cn.cellTextHolder).data(o.repeat,(function(t){return t.keyWithinBlock}));return e.enter().append(\"g\").classed(n.cn.cellTextHolder,!0).style(\"shape-rendering\",\"geometricPrecision\"),e}(u),h=function(t){var e=t.selectAll(\".\"+n.cn.cellText).data(o.repeat,(function(t){return t.keyWithinBlock}));return e.enter().append(\"text\").classed(n.cn.cellText,!0).style(\"cursor\",(function(){return\"auto\"})).on(\"mousedown\",(function(){i.event.stopPropagation()})),e}(f);!function(t){t.each((function(t){s.font(i.select(this),t.font)}))}(h),_(h,e,a,t),D(u)}function _(t,e,r,o){t.text((function(t){var e=t.column.specIndex,r=t.rowNumber,i=t.value,o=\"string\"==typeof i,s=o&&i.match(/<br>/i),l=!o||s;t.mayHaveMarkup=o&&i.match(/[<&>]/);var u,c=\"string\"==typeof(u=i)&&u.match(n.latexCheck);t.latex=c;var f,h,p=c?\"\":T(t.calcdata.cells.prefix,e,r)||\"\",d=c?\"\":T(t.calcdata.cells.suffix,e,r)||\"\",v=c?null:T(t.calcdata.cells.format,e,r)||null,g=p+(v?a(v)(t.value):t.value)+d;if(t.wrappingNeeded=!t.wrapped&&!l&&!c&&(f=w(g)),t.cellHeightMayIncrease=s||c||t.mayHaveMarkup||(void 0===f?w(g):f),t.needsConvertToTspans=t.mayHaveMarkup||t.wrappingNeeded||t.latex,t.wrappingNeeded){var y=(\" 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k(t,e,r){t.transition().ease(n.releaseTransitionEase).duration(n.releaseTransitionDuration).attr(\"transform\",c(e.x,r))}function A(t){return\"cells\"===t.type}function M(t){return\"header\"===t.type}function S(t){return(t.rowBlocks.length?t.rowBlocks[0].auxiliaryBlocks:[]).reduce((function(t,e){return t+R(e,1/0)}),0)}function E(t,e,r){var n=m(e)[0];if(void 0!==n){var i=n.rowBlocks,a=n.calcdata,o=z(i,i.length),s=n.calcdata.groupHeight-S(n),l=a.scrollY=Math.max(0,Math.min(o-s,a.scrollY)),u=function(t,e,r){for(var n=[],i=0,a=0;a<t.length;a++){for(var o=t[a],s=o.rows,l=0,u=0;u<s.length;u++)l+=s[u].rowHeight;o.allRowsHeight=l,e<i+l&&e+r>i&&n.push(a),i+=l}return n}(i,l,s);1===u.length&&(u[0]===i.length-1?u.unshift(u[0]-1):u.push(u[0]+1)),u[0]%2&&u.reverse(),e.each((function(t,e){t.page=u[e],t.scrollY=l})),e.attr(\"transform\",(function(t){var e=z(t.rowBlocks,t.page)-t.scrollY;return c(0,e)})),t&&(C(t,r,e,u,n.prevPages,n,0),C(t,r,e,u,n.prevPages,n,1),x(r,t))}}function L(t,e,r,a){return function(o){var s=o.calcdata?o.calcdata:o,l=e.filter((function(t){return s.key===t.key})),u=r||s.scrollbarState.dragMultiplier,c=s.scrollY;s.scrollY=void 0===a?s.scrollY+u*i.event.dy:a;var f=l.selectAll(\".\"+n.cn.yColumn).selectAll(\".\"+n.cn.columnBlock).filter(A);return E(t,f,l),s.scrollY===c}}function C(t,e,r,n,i,a,o){n[o]!==i[o]&&(clearTimeout(a.currentRepaint[o]),a.currentRepaint[o]=setTimeout((function(){var a=r.filter((function(t,e){return e===o&&n[e]!==i[e]}));b(t,e,a,r),i[o]=n[o]})))}function P(t,e,r,a){return function(){var o=i.select(e.parentNode);o.each((function(t){var e=t.fragments;o.selectAll(\"tspan.line\").each((function(t,r){e[r].width=this.getComputedTextLength()}));var 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r=!t._context.staticPlot,a=t._fullLayout._paper.selectAll(\".\"+n.cn.table).data(e.map((function(e){var r=o.unwrap(e).trace;return h(t,r)})),o.keyFun);a.exit().remove(),a.enter().append(\"g\").classed(n.cn.table,!0).attr(\"overflow\",\"visible\").style(\"box-sizing\",\"content-box\").style(\"position\",\"absolute\").style(\"left\",0).style(\"overflow\",\"visible\").style(\"shape-rendering\",\"crispEdges\").style(\"pointer-events\",\"all\"),a.attr(\"width\",(function(t){return t.width+t.size.l+t.size.r})).attr(\"height\",(function(t){return t.height+t.size.t+t.size.b})).attr(\"transform\",(function(t){return c(t.translateX,t.translateY)}));var l=a.selectAll(\".\"+n.cn.tableControlView).data(o.repeat,o.keyFun),d=l.enter().append(\"g\").classed(n.cn.tableControlView,!0).style(\"box-sizing\",\"content-box\");if(r){var _=\"onwheel\"in document?\"wheel\":\"mousewheel\";d.on(\"mousemove\",(function(e){l.filter((function(t){return 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c=[\"\",\"0\",\"00\",\"000\",\"0000\",\"00000\",\"000000\",\"0000000\",\"00000000\",\"000000000\",\"0000000000\",\"00000000000\",\"000000000000\",\"0000000000000\",\"00000000000000\",\"000000000000000\",\"0000000000000000\",\"00000000000000000\",\"000000000000000000\",\"0000000000000000000\",\"00000000000000000000\",\"000000000000000000000\",\"0000000000000000000000\",\"00000000000000000000000\",\"000000000000000000000000\",\"0000000000000000000000000\"],f=[0,0,25,16,12,11,10,9,8,8,7,7,7,7,6,6,6,6,6,6,6,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5],h=[0,0,33554432,43046721,16777216,48828125,60466176,40353607,16777216,43046721,1e7,19487171,35831808,62748517,7529536,11390625,16777216,24137569,34012224,47045881,64e6,4084101,5153632,6436343,7962624,9765625,11881376,14348907,17210368,20511149,243e5,28629151,33554432,39135393,45435424,52521875,60466176];function p(t,e,r){r.negative=e.negative^t.negative;var n=t.length+e.length|0;r.length=n,n=n-1|0;var i=0|t.words[0],a=0|e.words[0],o=i*a,s=67108863&o,l=o/67108864|0;r.words[0]=s;for(var u=1;u<n;u++){for(var c=l>>>26,f=67108863&l,h=Math.min(u,e.length-1),p=Math.max(0,u-t.length+1);p<=h;p++){var d=u-p|0;c+=(o=(i=0|t.words[d])*(a=0|e.words[p])+f)/67108864|0,f=67108863&o}r.words[u]=0|f,l=0|c}return 0!==l?r.words[u]=0|l:r.length--,r.strip()}a.prototype.toString=function(t,e){var r;if(e=0|e||1,16===(t=t||10)||\"hex\"===t){r=\"\";for(var i=0,a=0,o=0;o<this.length;o++){var s=this.words[o],l=(16777215&(s<<i|a)).toString(16);r=0!=(a=s>>>24-i&16777215)||o!==this.length-1?c[6-l.length]+l+r:l+r,(i+=2)>=26&&(i-=26,o--)}for(0!==a&&(r=a.toString(16)+r);r.length%e!=0;)r=\"0\"+r;return 0!==this.negative&&(r=\"-\"+r),r}if(t===(0|t)&&t>=2&&t<=36){var u=f[t],p=h[t];r=\"\";var d=this.clone();for(d.negative=0;!d.isZero();){var v=d.modn(p).toString(t);r=(d=d.idivn(p)).isZero()?v+r:c[u-v.length]+v+r}for(this.isZero()&&(r=\"0\"+r);r.length%e!=0;)r=\"0\"+r;return 0!==this.negative&&(r=\"-\"+r),r}n(!1,\"Base 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32-Math.clz32(t)}:a.prototype._countBits=function(t){var e=t,r=0;return e>=4096&&(r+=13,e>>>=13),e>=64&&(r+=7,e>>>=7),e>=8&&(r+=4,e>>>=4),e>=2&&(r+=2,e>>>=2),r+e},a.prototype._zeroBits=function(t){if(0===t)return 26;var e=t,r=0;return 0==(8191&e)&&(r+=13,e>>>=13),0==(127&e)&&(r+=7,e>>>=7),0==(15&e)&&(r+=4,e>>>=4),0==(3&e)&&(r+=2,e>>>=2),0==(1&e)&&r++,r},a.prototype.bitLength=function(){var t=this.words[this.length-1],e=this._countBits(t);return 26*(this.length-1)+e},a.prototype.zeroBits=function(){if(this.isZero())return 0;for(var t=0,e=0;e<this.length;e++){var r=this._zeroBits(this.words[e]);if(t+=r,26!==r)break}return t},a.prototype.byteLength=function(){return Math.ceil(this.bitLength()/8)},a.prototype.toTwos=function(t){return 0!==this.negative?this.abs().inotn(t).iaddn(1):this.clone()},a.prototype.fromTwos=function(t){return this.testn(t-1)?this.notn(t).iaddn(1).ineg():this.clone()},a.prototype.isNeg=function(){return 0!==this.negative},a.prototype.neg=function(){return this.clone().ineg()},a.prototype.ineg=function(){return this.isZero()||(this.negative^=1),this},a.prototype.iuor=function(t){for(;this.length<t.length;)this.words[this.length++]=0;for(var e=0;e<t.length;e++)this.words[e]=this.words[e]|t.words[e];return this.strip()},a.prototype.ior=function(t){return n(0==(this.negative|t.negative)),this.iuor(t)},a.prototype.or=function(t){return this.length>t.length?this.clone().ior(t):t.clone().ior(this)},a.prototype.uor=function(t){return this.length>t.length?this.clone().iuor(t):t.clone().iuor(this)},a.prototype.iuand=function(t){var e;e=this.length>t.length?t:this;for(var r=0;r<e.length;r++)this.words[r]=this.words[r]&t.words[r];return this.length=e.length,this.strip()},a.prototype.iand=function(t){return n(0==(this.negative|t.negative)),this.iuand(t)},a.prototype.and=function(t){return this.length>t.length?this.clone().iand(t):t.clone().iand(this)},a.prototype.uand=function(t){return this.length>t.length?this.clone().iuand(t):t.clone().iuand(this)},a.prototype.iuxor=function(t){var e,r;this.length>t.length?(e=this,r=t):(e=t,r=this);for(var n=0;n<r.length;n++)this.words[n]=e.words[n]^r.words[n];if(this!==e)for(;n<e.length;n++)this.words[n]=e.words[n];return this.length=e.length,this.strip()},a.prototype.ixor=function(t){return n(0==(this.negative|t.negative)),this.iuxor(t)},a.prototype.xor=function(t){return this.length>t.length?this.clone().ixor(t):t.clone().ixor(this)},a.prototype.uxor=function(t){return this.length>t.length?this.clone().iuxor(t):t.clone().iuxor(this)},a.prototype.inotn=function(t){n(\"number\"==typeof t&&t>=0);var e=0|Math.ceil(t/26),r=t%26;this._expand(e),r>0&&e--;for(var i=0;i<e;i++)this.words[i]=67108863&~this.words[i];return r>0&&(this.words[i]=~this.words[i]&67108863>>26-r),this.strip()},a.prototype.notn=function(t){return this.clone().inotn(t)},a.prototype.setn=function(t,e){n(\"number\"==typeof t&&t>=0);var r=t/26|0,i=t%26;return this._expand(r+1),this.words[r]=e?this.words[r]|1<<i:this.words[r]&~(1<<i),this.strip()},a.prototype.iadd=function(t){var e,r,n;if(0!==this.negative&&0===t.negative)return this.negative=0,e=this.isub(t),this.negative^=1,this._normSign();if(0===this.negative&&0!==t.negative)return t.negative=0,e=this.isub(t),t.negative=1,e._normSign();this.length>t.length?(r=this,n=t):(r=t,n=this);for(var i=0,a=0;a<n.length;a++)e=(0|r.words[a])+(0|n.words[a])+i,this.words[a]=67108863&e,i=e>>>26;for(;0!==i&&a<r.length;a++)e=(0|r.words[a])+i,this.words[a]=67108863&e,i=e>>>26;if(this.length=r.length,0!==i)this.words[this.length]=i,this.length++;else if(r!==this)for(;a<r.length;a++)this.words[a]=r.words[a];return this},a.prototype.add=function(t){var e;return 0!==t.negative&&0===this.negative?(t.negative=0,e=this.sub(t),t.negative^=1,e):0===t.negative&&0!==this.negative?(this.negative=0,e=t.sub(this),this.negative=1,e):this.length>t.length?this.clone().iadd(t):t.clone().iadd(this)},a.prototype.isub=function(t){if(0!==t.negative){t.negative=0;var e=this.iadd(t);return t.negative=1,e._normSign()}if(0!==this.negative)return this.negative=0,this.iadd(t),this.negative=1,this._normSign();var r,n,i=this.cmp(t);if(0===i)return this.negative=0,this.length=1,this.words[0]=0,this;i>0?(r=this,n=t):(r=t,n=this);for(var a=0,o=0;o<n.length;o++)a=(e=(0|r.words[o])-(0|n.words[o])+a)>>26,this.words[o]=67108863&e;for(;0!==a&&o<r.length;o++)a=(e=(0|r.words[o])+a)>>26,this.words[o]=67108863&e;if(0===a&&o<r.length&&r!==this)for(;o<r.length;o++)this.words[o]=r.words[o];return this.length=Math.max(this.length,o),r!==this&&(this.negative=1),this.strip()},a.prototype.sub=function(t){return this.clone().isub(t)};var d=function(t,e,r){var n,i,a,o=t.words,s=e.words,l=r.words,u=0,c=0|o[0],f=8191&c,h=c>>>13,p=0|o[1],d=8191&p,v=p>>>13,g=0|o[2],y=8191&g,m=g>>>13,x=0|o[3],b=8191&x,_=x>>>13,w=0|o[4],T=8191&w,k=w>>>13,A=0|o[5],M=8191&A,S=A>>>13,E=0|o[6],L=8191&E,C=E>>>13,P=0|o[7],O=8191&P,I=P>>>13,D=0|o[8],z=8191&D,R=D>>>13,F=0|o[9],B=8191&F,N=F>>>13,j=0|s[0],U=8191&j,V=j>>>13,H=0|s[1],q=8191&H,G=H>>>13,Z=0|s[2],Y=8191&Z,W=Z>>>13,X=0|s[3],J=8191&X,K=X>>>13,$=0|s[4],Q=8191&$,tt=$>>>13,et=0|s[5],rt=8191&et,nt=et>>>13,it=0|s[6],at=8191&it,ot=it>>>13,st=0|s[7],lt=8191&st,ut=st>>>13,ct=0|s[8],ft=8191&ct,ht=ct>>>13,pt=0|s[9],dt=8191&pt,vt=pt>>>13;r.negative=t.negative^e.negative,r.length=19;var gt=(u+(n=Math.imul(f,U))|0)+((8191&(i=(i=Math.imul(f,V))+Math.imul(h,U)|0))<<13)|0;u=((a=Math.imul(h,V))+(i>>>13)|0)+(gt>>>26)|0,gt&=67108863,n=Math.imul(d,U),i=(i=Math.imul(d,V))+Math.imul(v,U)|0,a=Math.imul(v,V);var yt=(u+(n=n+Math.imul(f,q)|0)|0)+((8191&(i=(i=i+Math.imul(f,G)|0)+Math.imul(h,q)|0))<<13)|0;u=((a=a+Math.imul(h,G)|0)+(i>>>13)|0)+(yt>>>26)|0,yt&=67108863,n=Math.imul(y,U),i=(i=Math.imul(y,V))+Math.imul(m,U)|0,a=Math.imul(m,V),n=n+Math.imul(d,q)|0,i=(i=i+Math.imul(d,G)|0)+Math.imul(v,q)|0,a=a+Math.imul(v,G)|0;var mt=(u+(n=n+Math.imul(f,Y)|0)|0)+((8191&(i=(i=i+Math.imul(f,W)|0)+Math.imul(h,Y)|0))<<13)|0;u=((a=a+Math.imul(h,W)|0)+(i>>>13)|0)+(mt>>>26)|0,mt&=67108863,n=Math.imul(b,U),i=(i=Math.imul(b,V))+Math.imul(_,U)|0,a=Math.imul(_,V),n=n+Math.imul(y,q)|0,i=(i=i+Math.imul(y,G)|0)+Math.imul(m,q)|0,a=a+Math.imul(m,G)|0,n=n+Math.imul(d,Y)|0,i=(i=i+Math.imul(d,W)|0)+Math.imul(v,Y)|0,a=a+Math.imul(v,W)|0;var xt=(u+(n=n+Math.imul(f,J)|0)|0)+((8191&(i=(i=i+Math.imul(f,K)|0)+Math.imul(h,J)|0))<<13)|0;u=((a=a+Math.imul(h,K)|0)+(i>>>13)|0)+(xt>>>26)|0,xt&=67108863,n=Math.imul(T,U),i=(i=Math.imul(T,V))+Math.imul(k,U)|0,a=Math.imul(k,V),n=n+Math.imul(b,q)|0,i=(i=i+Math.imul(b,G)|0)+Math.imul(_,q)|0,a=a+Math.imul(_,G)|0,n=n+Math.imul(y,Y)|0,i=(i=i+Math.imul(y,W)|0)+Math.imul(m,Y)|0,a=a+Math.imul(m,W)|0,n=n+Math.imul(d,J)|0,i=(i=i+Math.imul(d,K)|0)+Math.imul(v,J)|0,a=a+Math.imul(v,K)|0;var bt=(u+(n=n+Math.imul(f,Q)|0)|0)+((8191&(i=(i=i+Math.imul(f,tt)|0)+Math.imul(h,Q)|0))<<13)|0;u=((a=a+Math.imul(h,tt)|0)+(i>>>13)|0)+(bt>>>26)|0,bt&=67108863,n=Math.imul(M,U),i=(i=Math.imul(M,V))+Math.imul(S,U)|0,a=Math.imul(S,V),n=n+Math.imul(T,q)|0,i=(i=i+Math.imul(T,G)|0)+Math.imul(k,q)|0,a=a+Math.imul(k,G)|0,n=n+Math.imul(b,Y)|0,i=(i=i+Math.imul(b,W)|0)+Math.imul(_,Y)|0,a=a+Math.imul(_,W)|0,n=n+Math.imul(y,J)|0,i=(i=i+Math.imul(y,K)|0)+Math.imul(m,J)|0,a=a+Math.imul(m,K)|0,n=n+Math.imul(d,Q)|0,i=(i=i+Math.imul(d,tt)|0)+Math.imul(v,Q)|0,a=a+Math.imul(v,tt)|0;var _t=(u+(n=n+Math.imul(f,rt)|0)|0)+((8191&(i=(i=i+Math.imul(f,nt)|0)+Math.imul(h,rt)|0))<<13)|0;u=((a=a+Math.imul(h,nt)|0)+(i>>>13)|0)+(_t>>>26)|0,_t&=67108863,n=Math.imul(L,U),i=(i=Math.imul(L,V))+Math.imul(C,U)|0,a=Math.imul(C,V),n=n+Math.imul(M,q)|0,i=(i=i+Math.imul(M,G)|0)+Math.imul(S,q)|0,a=a+Math.imul(S,G)|0,n=n+Math.imul(T,Y)|0,i=(i=i+Math.imul(T,W)|0)+Math.imul(k,Y)|0,a=a+Math.imul(k,W)|0,n=n+Math.imul(b,J)|0,i=(i=i+Math.imul(b,K)|0)+Math.imul(_,J)|0,a=a+Math.imul(_,K)|0,n=n+Math.imul(y,Q)|0,i=(i=i+Math.imul(y,tt)|0)+Math.imul(m,Q)|0,a=a+Math.imul(m,tt)|0,n=n+Math.imul(d,rt)|0,i=(i=i+Math.imul(d,nt)|0)+Math.imul(v,rt)|0,a=a+Math.imul(v,nt)|0;var wt=(u+(n=n+Math.imul(f,at)|0)|0)+((8191&(i=(i=i+Math.imul(f,ot)|0)+Math.imul(h,at)|0))<<13)|0;u=((a=a+Math.imul(h,ot)|0)+(i>>>13)|0)+(wt>>>26)|0,wt&=67108863,n=Math.imul(O,U),i=(i=Math.imul(O,V))+Math.imul(I,U)|0,a=Math.imul(I,V),n=n+Math.imul(L,q)|0,i=(i=i+Math.imul(L,G)|0)+Math.imul(C,q)|0,a=a+Math.imul(C,G)|0,n=n+Math.imul(M,Y)|0,i=(i=i+Math.imul(M,W)|0)+Math.imul(S,Y)|0,a=a+Math.imul(S,W)|0,n=n+Math.imul(T,J)|0,i=(i=i+Math.imul(T,K)|0)+Math.imul(k,J)|0,a=a+Math.imul(k,K)|0,n=n+Math.imul(b,Q)|0,i=(i=i+Math.imul(b,tt)|0)+Math.imul(_,Q)|0,a=a+Math.imul(_,tt)|0,n=n+Math.imul(y,rt)|0,i=(i=i+Math.imul(y,nt)|0)+Math.imul(m,rt)|0,a=a+Math.imul(m,nt)|0,n=n+Math.imul(d,at)|0,i=(i=i+Math.imul(d,ot)|0)+Math.imul(v,at)|0,a=a+Math.imul(v,ot)|0;var Tt=(u+(n=n+Math.imul(f,lt)|0)|0)+((8191&(i=(i=i+Math.imul(f,ut)|0)+Math.imul(h,lt)|0))<<13)|0;u=((a=a+Math.imul(h,ut)|0)+(i>>>13)|0)+(Tt>>>26)|0,Tt&=67108863,n=Math.imul(z,U),i=(i=Math.imul(z,V))+Math.imul(R,U)|0,a=Math.imul(R,V),n=n+Math.imul(O,q)|0,i=(i=i+Math.imul(O,G)|0)+Math.imul(I,q)|0,a=a+Math.imul(I,G)|0,n=n+Math.imul(L,Y)|0,i=(i=i+Math.imul(L,W)|0)+Math.imul(C,Y)|0,a=a+Math.imul(C,W)|0,n=n+Math.imul(M,J)|0,i=(i=i+Math.imul(M,K)|0)+Math.imul(S,J)|0,a=a+Math.imul(S,K)|0,n=n+Math.imul(T,Q)|0,i=(i=i+Math.imul(T,tt)|0)+Math.imul(k,Q)|0,a=a+Math.imul(k,tt)|0,n=n+Math.imul(b,rt)|0,i=(i=i+Math.imul(b,nt)|0)+Math.imul(_,rt)|0,a=a+Math.imul(_,nt)|0,n=n+Math.imul(y,at)|0,i=(i=i+Math.imul(y,ot)|0)+Math.imul(m,at)|0,a=a+Math.imul(m,ot)|0,n=n+Math.imul(d,lt)|0,i=(i=i+Math.imul(d,ut)|0)+Math.imul(v,lt)|0,a=a+Math.imul(v,ut)|0;var kt=(u+(n=n+Math.imul(f,ft)|0)|0)+((8191&(i=(i=i+Math.imul(f,ht)|0)+Math.imul(h,ft)|0))<<13)|0;u=((a=a+Math.imul(h,ht)|0)+(i>>>13)|0)+(kt>>>26)|0,kt&=67108863,n=Math.imul(B,U),i=(i=Math.imul(B,V))+Math.imul(N,U)|0,a=Math.imul(N,V),n=n+Math.imul(z,q)|0,i=(i=i+Math.imul(z,G)|0)+Math.imul(R,q)|0,a=a+Math.imul(R,G)|0,n=n+Math.imul(O,Y)|0,i=(i=i+Math.imul(O,W)|0)+Math.imul(I,Y)|0,a=a+Math.imul(I,W)|0,n=n+Math.imul(L,J)|0,i=(i=i+Math.imul(L,K)|0)+Math.imul(C,J)|0,a=a+Math.imul(C,K)|0,n=n+Math.imul(M,Q)|0,i=(i=i+Math.imul(M,tt)|0)+Math.imul(S,Q)|0,a=a+Math.imul(S,tt)|0,n=n+Math.imul(T,rt)|0,i=(i=i+Math.imul(T,nt)|0)+Math.imul(k,rt)|0,a=a+Math.imul(k,nt)|0,n=n+Math.imul(b,at)|0,i=(i=i+Math.imul(b,ot)|0)+Math.imul(_,at)|0,a=a+Math.imul(_,ot)|0,n=n+Math.imul(y,lt)|0,i=(i=i+Math.imul(y,ut)|0)+Math.imul(m,lt)|0,a=a+Math.imul(m,ut)|0,n=n+Math.imul(d,ft)|0,i=(i=i+Math.imul(d,ht)|0)+Math.imul(v,ft)|0,a=a+Math.imul(v,ht)|0;var At=(u+(n=n+Math.imul(f,dt)|0)|0)+((8191&(i=(i=i+Math.imul(f,vt)|0)+Math.imul(h,dt)|0))<<13)|0;u=((a=a+Math.imul(h,vt)|0)+(i>>>13)|0)+(At>>>26)|0,At&=67108863,n=Math.imul(B,q),i=(i=Math.imul(B,G))+Math.imul(N,q)|0,a=Math.imul(N,G),n=n+Math.imul(z,Y)|0,i=(i=i+Math.imul(z,W)|0)+Math.imul(R,Y)|0,a=a+Math.imul(R,W)|0,n=n+Math.imul(O,J)|0,i=(i=i+Math.imul(O,K)|0)+Math.imul(I,J)|0,a=a+Math.imul(I,K)|0,n=n+Math.imul(L,Q)|0,i=(i=i+Math.imul(L,tt)|0)+Math.imul(C,Q)|0,a=a+Math.imul(C,tt)|0,n=n+Math.imul(M,rt)|0,i=(i=i+Math.imul(M,nt)|0)+Math.imul(S,rt)|0,a=a+Math.imul(S,nt)|0,n=n+Math.imul(T,at)|0,i=(i=i+Math.imul(T,ot)|0)+Math.imul(k,at)|0,a=a+Math.imul(k,ot)|0,n=n+Math.imul(b,lt)|0,i=(i=i+Math.imul(b,ut)|0)+Math.imul(_,lt)|0,a=a+Math.imul(_,ut)|0,n=n+Math.imul(y,ft)|0,i=(i=i+Math.imul(y,ht)|0)+Math.imul(m,ft)|0,a=a+Math.imul(m,ht)|0;var Mt=(u+(n=n+Math.imul(d,dt)|0)|0)+((8191&(i=(i=i+Math.imul(d,vt)|0)+Math.imul(v,dt)|0))<<13)|0;u=((a=a+Math.imul(v,vt)|0)+(i>>>13)|0)+(Mt>>>26)|0,Mt&=67108863,n=Math.imul(B,Y),i=(i=Math.imul(B,W))+Math.imul(N,Y)|0,a=Math.imul(N,W),n=n+Math.imul(z,J)|0,i=(i=i+Math.imul(z,K)|0)+Math.imul(R,J)|0,a=a+Math.imul(R,K)|0,n=n+Math.imul(O,Q)|0,i=(i=i+Math.imul(O,tt)|0)+Math.imul(I,Q)|0,a=a+Math.imul(I,tt)|0,n=n+Math.imul(L,rt)|0,i=(i=i+Math.imul(L,nt)|0)+Math.imul(C,rt)|0,a=a+Math.imul(C,nt)|0,n=n+Math.imul(M,at)|0,i=(i=i+Math.imul(M,ot)|0)+Math.imul(S,at)|0,a=a+Math.imul(S,ot)|0,n=n+Math.imul(T,lt)|0,i=(i=i+Math.imul(T,ut)|0)+Math.imul(k,lt)|0,a=a+Math.imul(k,ut)|0,n=n+Math.imul(b,ft)|0,i=(i=i+Math.imul(b,ht)|0)+Math.imul(_,ft)|0,a=a+Math.imul(_,ht)|0;var St=(u+(n=n+Math.imul(y,dt)|0)|0)+((8191&(i=(i=i+Math.imul(y,vt)|0)+Math.imul(m,dt)|0))<<13)|0;u=((a=a+Math.imul(m,vt)|0)+(i>>>13)|0)+(St>>>26)|0,St&=67108863,n=Math.imul(B,J),i=(i=Math.imul(B,K))+Math.imul(N,J)|0,a=Math.imul(N,K),n=n+Math.imul(z,Q)|0,i=(i=i+Math.imul(z,tt)|0)+Math.imul(R,Q)|0,a=a+Math.imul(R,tt)|0,n=n+Math.imul(O,rt)|0,i=(i=i+Math.imul(O,nt)|0)+Math.imul(I,rt)|0,a=a+Math.imul(I,nt)|0,n=n+Math.imul(L,at)|0,i=(i=i+Math.imul(L,ot)|0)+Math.imul(C,at)|0,a=a+Math.imul(C,ot)|0,n=n+Math.imul(M,lt)|0,i=(i=i+Math.imul(M,ut)|0)+Math.imul(S,lt)|0,a=a+Math.imul(S,ut)|0,n=n+Math.imul(T,ft)|0,i=(i=i+Math.imul(T,ht)|0)+Math.imul(k,ft)|0,a=a+Math.imul(k,ht)|0;var Et=(u+(n=n+Math.imul(b,dt)|0)|0)+((8191&(i=(i=i+Math.imul(b,vt)|0)+Math.imul(_,dt)|0))<<13)|0;u=((a=a+Math.imul(_,vt)|0)+(i>>>13)|0)+(Et>>>26)|0,Et&=67108863,n=Math.imul(B,Q),i=(i=Math.imul(B,tt))+Math.imul(N,Q)|0,a=Math.imul(N,tt),n=n+Math.imul(z,rt)|0,i=(i=i+Math.imul(z,nt)|0)+Math.imul(R,rt)|0,a=a+Math.imul(R,nt)|0,n=n+Math.imul(O,at)|0,i=(i=i+Math.imul(O,ot)|0)+Math.imul(I,at)|0,a=a+Math.imul(I,ot)|0,n=n+Math.imul(L,lt)|0,i=(i=i+Math.imul(L,ut)|0)+Math.imul(C,lt)|0,a=a+Math.imul(C,ut)|0,n=n+Math.imul(M,ft)|0,i=(i=i+Math.imul(M,ht)|0)+Math.imul(S,ft)|0,a=a+Math.imul(S,ht)|0;var Lt=(u+(n=n+Math.imul(T,dt)|0)|0)+((8191&(i=(i=i+Math.imul(T,vt)|0)+Math.imul(k,dt)|0))<<13)|0;u=((a=a+Math.imul(k,vt)|0)+(i>>>13)|0)+(Lt>>>26)|0,Lt&=67108863,n=Math.imul(B,rt),i=(i=Math.imul(B,nt))+Math.imul(N,rt)|0,a=Math.imul(N,nt),n=n+Math.imul(z,at)|0,i=(i=i+Math.imul(z,ot)|0)+Math.imul(R,at)|0,a=a+Math.imul(R,ot)|0,n=n+Math.imul(O,lt)|0,i=(i=i+Math.imul(O,ut)|0)+Math.imul(I,lt)|0,a=a+Math.imul(I,ut)|0,n=n+Math.imul(L,ft)|0,i=(i=i+Math.imul(L,ht)|0)+Math.imul(C,ft)|0,a=a+Math.imul(C,ht)|0;var Ct=(u+(n=n+Math.imul(M,dt)|0)|0)+((8191&(i=(i=i+Math.imul(M,vt)|0)+Math.imul(S,dt)|0))<<13)|0;u=((a=a+Math.imul(S,vt)|0)+(i>>>13)|0)+(Ct>>>26)|0,Ct&=67108863,n=Math.imul(B,at),i=(i=Math.imul(B,ot))+Math.imul(N,at)|0,a=Math.imul(N,ot),n=n+Math.imul(z,lt)|0,i=(i=i+Math.imul(z,ut)|0)+Math.imul(R,lt)|0,a=a+Math.imul(R,ut)|0,n=n+Math.imul(O,ft)|0,i=(i=i+Math.imul(O,ht)|0)+Math.imul(I,ft)|0,a=a+Math.imul(I,ht)|0;var Pt=(u+(n=n+Math.imul(L,dt)|0)|0)+((8191&(i=(i=i+Math.imul(L,vt)|0)+Math.imul(C,dt)|0))<<13)|0;u=((a=a+Math.imul(C,vt)|0)+(i>>>13)|0)+(Pt>>>26)|0,Pt&=67108863,n=Math.imul(B,lt),i=(i=Math.imul(B,ut))+Math.imul(N,lt)|0,a=Math.imul(N,ut),n=n+Math.imul(z,ft)|0,i=(i=i+Math.imul(z,ht)|0)+Math.imul(R,ft)|0,a=a+Math.imul(R,ht)|0;var Ot=(u+(n=n+Math.imul(O,dt)|0)|0)+((8191&(i=(i=i+Math.imul(O,vt)|0)+Math.imul(I,dt)|0))<<13)|0;u=((a=a+Math.imul(I,vt)|0)+(i>>>13)|0)+(Ot>>>26)|0,Ot&=67108863,n=Math.imul(B,ft),i=(i=Math.imul(B,ht))+Math.imul(N,ft)|0,a=Math.imul(N,ht);var It=(u+(n=n+Math.imul(z,dt)|0)|0)+((8191&(i=(i=i+Math.imul(z,vt)|0)+Math.imul(R,dt)|0))<<13)|0;u=((a=a+Math.imul(R,vt)|0)+(i>>>13)|0)+(It>>>26)|0,It&=67108863;var Dt=(u+(n=Math.imul(B,dt))|0)+((8191&(i=(i=Math.imul(B,vt))+Math.imul(N,dt)|0))<<13)|0;return u=((a=Math.imul(N,vt))+(i>>>13)|0)+(Dt>>>26)|0,Dt&=67108863,l[0]=gt,l[1]=yt,l[2]=mt,l[3]=xt,l[4]=bt,l[5]=_t,l[6]=wt,l[7]=Tt,l[8]=kt,l[9]=At,l[10]=Mt,l[11]=St,l[12]=Et,l[13]=Lt,l[14]=Ct,l[15]=Pt,l[16]=Ot,l[17]=It,l[18]=Dt,0!==u&&(l[19]=u,r.length++),r};function v(t,e,r){return(new g).mulp(t,e,r)}function g(t,e){this.x=t,this.y=e}Math.imul||(d=p),a.prototype.mulTo=function(t,e){var r,n=this.length+t.length;return r=10===this.length&&10===t.length?d(this,t,e):n<63?p(this,t,e):n<1024?function(t,e,r){r.negative=e.negative^t.negative,r.length=t.length+e.length;for(var n=0,i=0,a=0;a<r.length-1;a++){var o=i;i=0;for(var s=67108863&n,l=Math.min(a,e.length-1),u=Math.max(0,a-t.length+1);u<=l;u++){var c=a-u,f=(0|t.words[c])*(0|e.words[u]),h=67108863&f;s=67108863&(h=h+s|0),i+=(o=(o=o+(f/67108864|0)|0)+(h>>>26)|0)>>>26,o&=67108863}r.words[a]=s,n=o,o=i}return 0!==n?r.words[a]=n:r.length--,r.strip()}(this,t,e):v(this,t,e),r},g.prototype.makeRBT=function(t){for(var e=new Array(t),r=a.prototype._countBits(t)-1,n=0;n<t;n++)e[n]=this.revBin(n,r,t);return e},g.prototype.revBin=function(t,e,r){if(0===t||t===r-1)return t;for(var n=0,i=0;i<e;i++)n|=(1&t)<<e-i-1,t>>=1;return n},g.prototype.permute=function(t,e,r,n,i,a){for(var o=0;o<a;o++)n[o]=e[t[o]],i[o]=r[t[o]]},g.prototype.transform=function(t,e,r,n,i,a){this.permute(a,t,e,r,n,i);for(var o=1;o<i;o<<=1)for(var s=o<<1,l=Math.cos(2*Math.PI/s),u=Math.sin(2*Math.PI/s),c=0;c<i;c+=s)for(var f=l,h=u,p=0;p<o;p++){var d=r[c+p],v=n[c+p],g=r[c+p+o],y=n[c+p+o],m=f*g-h*y;y=f*y+h*g,g=m,r[c+p]=d+g,n[c+p]=v+y,r[c+p+o]=d-g,n[c+p+o]=v-y,p!==s&&(m=l*f-u*h,h=l*h+u*f,f=m)}},g.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&r,i=0;for(r=r/2|0;r;r>>>=1)i++;return 1<<i+1+n},g.prototype.conjugate=function(t,e,r){if(!(r<=1))for(var n=0;n<r/2;n++){var i=t[n];t[n]=t[r-n-1],t[r-n-1]=i,i=e[n],e[n]=-e[r-n-1],e[r-n-1]=-i}},g.prototype.normalize13b=function(t,e){for(var r=0,n=0;n<e/2;n++){var i=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&i,r=i<67108864?0:i/67108864|0}return t},g.prototype.convert13b=function(t,e,r,i){for(var a=0,o=0;o<e;o++)a+=0|t[o],r[2*o]=8191&a,a>>>=13,r[2*o+1]=8191&a,a>>>=13;for(o=2*e;o<i;++o)r[o]=0;n(0===a),n(0==(-8192&a))},g.prototype.stub=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=0;return e},g.prototype.mulp=function(t,e,r){var n=2*this.guessLen13b(t.length,e.length),i=this.makeRBT(n),a=this.stub(n),o=new Array(n),s=new Array(n),l=new Array(n),u=new Array(n),c=new Array(n),f=new Array(n),h=r.words;h.length=n,this.convert13b(t.words,t.length,o,n),this.convert13b(e.words,e.length,u,n),this.transform(o,a,s,l,n,i),this.transform(u,a,c,f,n,i);for(var p=0;p<n;p++){var d=s[p]*c[p]-l[p]*f[p];l[p]=s[p]*f[p]+l[p]*c[p],s[p]=d}return this.conjugate(s,l,n),this.transform(s,l,h,a,n,i),this.conjugate(h,a,n),this.normalize13b(h,n),r.negative=t.negative^e.negative,r.length=t.length+e.length,r.strip()},a.prototype.mul=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),this.mulTo(t,e)},a.prototype.mulf=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),v(this,t,e)},a.prototype.imul=function(t){return this.clone().mulTo(t,this)},a.prototype.imuln=function(t){n(\"number\"==typeof t),n(t<67108864);for(var e=0,r=0;r<this.length;r++){var i=(0|this.words[r])*t,a=(67108863&i)+(67108863&e);e>>=26,e+=i/67108864|0,e+=a>>>26,this.words[r]=67108863&a}return 0!==e&&(this.words[r]=e,this.length++),this},a.prototype.muln=function(t){return this.clone().imuln(t)},a.prototype.sqr=function(){return this.mul(this)},a.prototype.isqr=function(){return this.imul(this.clone())},a.prototype.pow=function(t){var e=function(t){for(var e=new Array(t.bitLength()),r=0;r<e.length;r++){var n=r/26|0,i=r%26;e[r]=(t.words[n]&1<<i)>>>i}return e}(t);if(0===e.length)return new a(1);for(var r=this,n=0;n<e.length&&0===e[n];n++,r=r.sqr());if(++n<e.length)for(var i=r.sqr();n<e.length;n++,i=i.sqr())0!==e[n]&&(r=r.mul(i));return r},a.prototype.iushln=function(t){n(\"number\"==typeof t&&t>=0);var e,r=t%26,i=(t-r)/26,a=67108863>>>26-r<<26-r;if(0!==r){var o=0;for(e=0;e<this.length;e++){var s=this.words[e]&a,l=(0|this.words[e])-s<<r;this.words[e]=l|o,o=s>>>26-r}o&&(this.words[e]=o,this.length++)}if(0!==i){for(e=this.length-1;e>=0;e--)this.words[e+i]=this.words[e];for(e=0;e<i;e++)this.words[e]=0;this.length+=i}return this.strip()},a.prototype.ishln=function(t){return n(0===this.negative),this.iushln(t)},a.prototype.iushrn=function(t,e,r){var i;n(\"number\"==typeof t&&t>=0),i=e?(e-e%26)/26:0;var a=t%26,o=Math.min((t-a)/26,this.length),s=67108863^67108863>>>a<<a,l=r;if(i-=o,i=Math.max(0,i),l){for(var u=0;u<o;u++)l.words[u]=this.words[u];l.length=o}if(0===o);else if(this.length>o)for(this.length-=o,u=0;u<this.length;u++)this.words[u]=this.words[u+o];else this.words[0]=0,this.length=1;var c=0;for(u=this.length-1;u>=0&&(0!==c||u>=i);u--){var f=0|this.words[u];this.words[u]=c<<26-a|f>>>a,c=f&s}return l&&0!==c&&(l.words[l.length++]=c),0===this.length&&(this.words[0]=0,this.length=1),this.strip()},a.prototype.ishrn=function(t,e,r){return n(0===this.negative),this.iushrn(t,e,r)},a.prototype.shln=function(t){return this.clone().ishln(t)},a.prototype.ushln=function(t){return this.clone().iushln(t)},a.prototype.shrn=function(t){return this.clone().ishrn(t)},a.prototype.ushrn=function(t){return this.clone().iushrn(t)},a.prototype.testn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26,i=1<<e;return!(this.length<=r||!(this.words[r]&i))},a.prototype.imaskn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,\"imaskn works only with positive numbers\"),this.length<=r)return this;if(0!==e&&r++,this.length=Math.min(r,this.length),0!==e){var i=67108863^67108863>>>e<<e;this.words[this.length-1]&=i}return this.strip()},a.prototype.maskn=function(t){return this.clone().imaskn(t)},a.prototype.iaddn=function(t){return n(\"number\"==typeof t),n(t<67108864),t<0?this.isubn(-t):0!==this.negative?1===this.length&&(0|this.words[0])<t?(this.words[0]=t-(0|this.words[0]),this.negative=0,this):(this.negative=0,this.isubn(t),this.negative=1,this):this._iaddn(t)},a.prototype._iaddn=function(t){this.words[0]+=t;for(var e=0;e<this.length&&this.words[e]>=67108864;e++)this.words[e]-=67108864,e===this.length-1?this.words[e+1]=1:this.words[e+1]++;return this.length=Math.max(this.length,e+1),this},a.prototype.isubn=function(t){if(n(\"number\"==typeof t),n(t<67108864),t<0)return this.iaddn(-t);if(0!==this.negative)return this.negative=0,this.iaddn(t),this.negative=1,this;if(this.words[0]-=t,1===this.length&&this.words[0]<0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e<this.length&&this.words[e]<0;e++)this.words[e]+=67108864,this.words[e+1]-=1;return this.strip()},a.prototype.addn=function(t){return this.clone().iaddn(t)},a.prototype.subn=function(t){return this.clone().isubn(t)},a.prototype.iabs=function(){return this.negative=0,this},a.prototype.abs=function(){return this.clone().iabs()},a.prototype._ishlnsubmul=function(t,e,r){var i,a,o=t.length+r;this._expand(o);var s=0;for(i=0;i<t.length;i++){a=(0|this.words[i+r])+s;var l=(0|t.words[i])*e;s=((a-=67108863&l)>>26)-(l/67108864|0),this.words[i+r]=67108863&a}for(;i<this.length-r;i++)s=(a=(0|this.words[i+r])+s)>>26,this.words[i+r]=67108863&a;if(0===s)return this.strip();for(n(-1===s),s=0,i=0;i<this.length;i++)s=(a=-(0|this.words[i])+s)>>26,this.words[i]=67108863&a;return this.negative=1,this.strip()},a.prototype._wordDiv=function(t,e){var r=(this.length,t.length),n=this.clone(),i=t,o=0|i.words[i.length-1];0!=(r=26-this._countBits(o))&&(i=i.ushln(r),n.iushln(r),o=0|i.words[i.length-1]);var s,l=n.length-i.length;if(\"mod\"!==e){(s=new a(null)).length=l+1,s.words=new Array(s.length);for(var u=0;u<s.length;u++)s.words[u]=0}var c=n.clone()._ishlnsubmul(i,1,l);0===c.negative&&(n=c,s&&(s.words[l]=1));for(var f=l-1;f>=0;f--){var h=67108864*(0|n.words[i.length+f])+(0|n.words[i.length+f-1]);for(h=Math.min(h/o|0,67108863),n._ishlnsubmul(i,h,f);0!==n.negative;)h--,n.negative=0,n._ishlnsubmul(i,1,f),n.isZero()||(n.negative^=1);s&&(s.words[f]=h)}return s&&s.strip(),n.strip(),\"div\"!==e&&0!==r&&n.iushrn(r),{div:s||null,mod:n}},a.prototype.divmod=function(t,e,r){return n(!t.isZero()),this.isZero()?{div:new a(0),mod:new a(0)}:0!==this.negative&&0===t.negative?(s=this.neg().divmod(t,e),\"mod\"!==e&&(i=s.div.neg()),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.iadd(t)),{div:i,mod:o}):0===this.negative&&0!==t.negative?(s=this.divmod(t.neg(),e),\"mod\"!==e&&(i=s.div.neg()),{div:i,mod:s.mod}):0!=(this.negative&t.negative)?(s=this.neg().divmod(t.neg(),e),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.isub(t)),{div:s.div,mod:o}):t.length>this.length||this.cmp(t)<0?{div:new a(0),mod:this}:1===t.length?\"div\"===e?{div:this.divn(t.words[0]),mod:null}:\"mod\"===e?{div:null,mod:new a(this.modn(t.words[0]))}:{div:this.divn(t.words[0]),mod:new a(this.modn(t.words[0]))}:this._wordDiv(t,e);var i,o,s},a.prototype.div=function(t){return this.divmod(t,\"div\",!1).div},a.prototype.mod=function(t){return this.divmod(t,\"mod\",!1).mod},a.prototype.umod=function(t){return this.divmod(t,\"mod\",!0).mod},a.prototype.divRound=function(t){var e=this.divmod(t);if(e.mod.isZero())return e.div;var r=0!==e.div.negative?e.mod.isub(t):e.mod,n=t.ushrn(1),i=t.andln(1),a=r.cmp(n);return a<0||1===i&&0===a?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},a.prototype.modn=function(t){n(t<=67108863);for(var e=(1<<26)%t,r=0,i=this.length-1;i>=0;i--)r=(e*r+(0|this.words[i]))%t;return r},a.prototype.idivn=function(t){n(t<=67108863);for(var e=0,r=this.length-1;r>=0;r--){var i=(0|this.words[r])+67108864*e;this.words[r]=i/t|0,e=i%t}return this.strip()},a.prototype.divn=function(t){return this.clone().idivn(t)},a.prototype.egcd=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i=new a(1),o=new a(0),s=new a(0),l=new a(1),u=0;e.isEven()&&r.isEven();)e.iushrn(1),r.iushrn(1),++u;for(var c=r.clone(),f=e.clone();!e.isZero();){for(var h=0,p=1;0==(e.words[0]&p)&&h<26;++h,p<<=1);if(h>0)for(e.iushrn(h);h-- >0;)(i.isOdd()||o.isOdd())&&(i.iadd(c),o.isub(f)),i.iushrn(1),o.iushrn(1);for(var d=0,v=1;0==(r.words[0]&v)&&d<26;++d,v<<=1);if(d>0)for(r.iushrn(d);d-- >0;)(s.isOdd()||l.isOdd())&&(s.iadd(c),l.isub(f)),s.iushrn(1),l.iushrn(1);e.cmp(r)>=0?(e.isub(r),i.isub(s),o.isub(l)):(r.isub(e),s.isub(i),l.isub(o))}return{a:s,b:l,gcd:r.iushln(u)}},a.prototype._invmp=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i,o=new a(1),s=new a(0),l=r.clone();e.cmpn(1)>0&&r.cmpn(1)>0;){for(var u=0,c=1;0==(e.words[0]&c)&&u<26;++u,c<<=1);if(u>0)for(e.iushrn(u);u-- >0;)o.isOdd()&&o.iadd(l),o.iushrn(1);for(var f=0,h=1;0==(r.words[0]&h)&&f<26;++f,h<<=1);if(f>0)for(r.iushrn(f);f-- >0;)s.isOdd()&&s.iadd(l),s.iushrn(1);e.cmp(r)>=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(i=0===e.cmpn(1)?o:s).cmpn(0)<0&&i.iadd(t),i},a.prototype.gcd=function(t){if(this.isZero())return t.abs();if(t.isZero())return this.abs();var e=this.clone(),r=t.clone();e.negative=0,r.negative=0;for(var n=0;e.isEven()&&r.isEven();n++)e.iushrn(1),r.iushrn(1);for(;;){for(;e.isEven();)e.iushrn(1);for(;r.isEven();)r.iushrn(1);var i=e.cmp(r);if(i<0){var a=e;e=r,r=a}else if(0===i||0===r.cmpn(1))break;e.isub(r)}return r.iushln(n)},a.prototype.invm=function(t){return this.egcd(t).a.umod(t)},a.prototype.isEven=function(){return 0==(1&this.words[0])},a.prototype.isOdd=function(){return 1==(1&this.words[0])},a.prototype.andln=function(t){return this.words[0]&t},a.prototype.bincn=function(t){n(\"number\"==typeof t);var e=t%26,r=(t-e)/26,i=1<<e;if(this.length<=r)return this._expand(r+1),this.words[r]|=i,this;for(var a=i,o=r;0!==a&&o<this.length;o++){var s=0|this.words[o];a=(s+=a)>>>26,s&=67108863,this.words[o]=s}return 0!==a&&(this.words[o]=a,this.length++),this},a.prototype.isZero=function(){return 1===this.length&&0===this.words[0]},a.prototype.cmpn=function(t){var e,r=t<0;if(0!==this.negative&&!r)return-1;if(0===this.negative&&r)return 1;if(this.strip(),this.length>1)e=1;else{r&&(t=-t),n(t<=67108863,\"Number is too big\");var i=0|this.words[0];e=i===t?0:i<t?-1:1}return 0!==this.negative?0|-e:e},a.prototype.cmp=function(t){if(0!==this.negative&&0===t.negative)return-1;if(0===this.negative&&0!==t.negative)return 1;var e=this.ucmp(t);return 0!==this.negative?0|-e:e},a.prototype.ucmp=function(t){if(this.length>t.length)return 1;if(this.length<t.length)return-1;for(var e=0,r=this.length-1;r>=0;r--){var n=0|this.words[r],i=0|t.words[r];if(n!==i){n<i?e=-1:n>i&&(e=1);break}}return e},a.prototype.gtn=function(t){return 1===this.cmpn(t)},a.prototype.gt=function(t){return 1===this.cmp(t)},a.prototype.gten=function(t){return this.cmpn(t)>=0},a.prototype.gte=function(t){return this.cmp(t)>=0},a.prototype.ltn=function(t){return-1===this.cmpn(t)},a.prototype.lt=function(t){return-1===this.cmp(t)},a.prototype.lten=function(t){return this.cmpn(t)<=0},a.prototype.lte=function(t){return this.cmp(t)<=0},a.prototype.eqn=function(t){return 0===this.cmpn(t)},a.prototype.eq=function(t){return 0===this.cmp(t)},a.red=function(t){return new T(t)},a.prototype.toRed=function(t){return n(!this.red,\"Already a number in reduction context\"),n(0===this.negative,\"red works only with positives\"),t.convertTo(this)._forceRed(t)},a.prototype.fromRed=function(){return n(this.red,\"fromRed works only with numbers in reduction context\"),this.red.convertFrom(this)},a.prototype._forceRed=function(t){return this.red=t,this},a.prototype.forceRed=function(t){return n(!this.red,\"Already a number in reduction context\"),this._forceRed(t)},a.prototype.redAdd=function(t){return n(this.red,\"redAdd works only with red numbers\"),this.red.add(this,t)},a.prototype.redIAdd=function(t){return n(this.red,\"redIAdd works only with red numbers\"),this.red.iadd(this,t)},a.prototype.redSub=function(t){return n(this.red,\"redSub works only with red numbers\"),this.red.sub(this,t)},a.prototype.redISub=function(t){return n(this.red,\"redISub works only with red numbers\"),this.red.isub(this,t)},a.prototype.redShl=function(t){return n(this.red,\"redShl works only with red numbers\"),this.red.shl(this,t)},a.prototype.redMul=function(t){return n(this.red,\"redMul works only with red numbers\"),this.red._verify2(this,t),this.red.mul(this,t)},a.prototype.redIMul=function(t){return n(this.red,\"redMul works only with red numbers\"),this.red._verify2(this,t),this.red.imul(this,t)},a.prototype.redSqr=function(){return n(this.red,\"redSqr works only with red numbers\"),this.red._verify1(this),this.red.sqr(this)},a.prototype.redISqr=function(){return n(this.red,\"redISqr works only with red numbers\"),this.red._verify1(this),this.red.isqr(this)},a.prototype.redSqrt=function(){return n(this.red,\"redSqrt works only with red numbers\"),this.red._verify1(this),this.red.sqrt(this)},a.prototype.redInvm=function(){return n(this.red,\"redInvm works only with red numbers\"),this.red._verify1(this),this.red.invm(this)},a.prototype.redNeg=function(){return n(this.red,\"redNeg works only with red numbers\"),this.red._verify1(this),this.red.neg(this)},a.prototype.redPow=function(t){return n(this.red&&!t.red,\"redPow(normalNum)\"),this.red._verify1(this),this.red.pow(this,t)};var y={k256:null,p224:null,p192:null,p25519:null};function m(t,e){this.name=t,this.p=new a(e,16),this.n=this.p.bitLength(),this.k=new a(1).iushln(this.n).isub(this.p),this.tmp=this._tmp()}function x(){m.call(this,\"k256\",\"ffffffff ffffffff ffffffff ffffffff ffffffff ffffffff fffffffe fffffc2f\")}function b(){m.call(this,\"p224\",\"ffffffff ffffffff ffffffff ffffffff 00000000 00000000 00000001\")}function _(){m.call(this,\"p192\",\"ffffffff ffffffff ffffffff fffffffe ffffffff ffffffff\")}function w(){m.call(this,\"25519\",\"7fffffffffffffff ffffffffffffffff ffffffffffffffff ffffffffffffffed\")}function T(t){if(\"string\"==typeof t){var e=a._prime(t);this.m=e.p,this.prime=e}else n(t.gtn(1),\"modulus must be greater than 1\"),this.m=t,this.prime=null}function k(t){T.call(this,t),this.shift=this.m.bitLength(),this.shift%26!=0&&(this.shift+=26-this.shift%26),this.r=new a(1).iushln(this.shift),this.r2=this.imod(this.r.sqr()),this.rinv=this.r._invmp(this.m),this.minv=this.rinv.mul(this.r).isubn(1).div(this.m),this.minv=this.minv.umod(this.r),this.minv=this.r.sub(this.minv)}m.prototype._tmp=function(){var t=new a(null);return t.words=new Array(Math.ceil(this.n/13)),t},m.prototype.ireduce=function(t){var e,r=t;do{this.split(r,this.tmp),e=(r=(r=this.imulK(r)).iadd(this.tmp)).bitLength()}while(e>this.n);var n=e<this.n?-1:r.ucmp(this.p);return 0===n?(r.words[0]=0,r.length=1):n>0?r.isub(this.p):void 0!==r.strip?r.strip():r._strip(),r},m.prototype.split=function(t,e){t.iushrn(this.n,0,e)},m.prototype.imulK=function(t){return t.imul(this.k)},i(x,m),x.prototype.split=function(t,e){for(var r=4194303,n=Math.min(t.length,9),i=0;i<n;i++)e.words[i]=t.words[i];if(e.length=n,t.length<=9)return t.words[0]=0,void(t.length=1);var a=t.words[9];for(e.words[e.length++]=a&r,i=10;i<t.length;i++){var o=0|t.words[i];t.words[i-10]=(o&r)<<4|a>>>22,a=o}a>>>=22,t.words[i-10]=a,0===a&&t.length>10?t.length-=10:t.length-=9},x.prototype.imulK=function(t){t.words[t.length]=0,t.words[t.length+1]=0,t.length+=2;for(var e=0,r=0;r<t.length;r++){var n=0|t.words[r];e+=977*n,t.words[r]=67108863&e,e=64*n+(e/67108864|0)}return 0===t.words[t.length-1]&&(t.length--,0===t.words[t.length-1]&&t.length--),t},i(b,m),i(_,m),i(w,m),w.prototype.imulK=function(t){for(var e=0,r=0;r<t.length;r++){var n=19*(0|t.words[r])+e,i=67108863&n;n>>>=26,t.words[r]=i,e=n}return 0!==e&&(t.words[t.length++]=e),t},a._prime=function(t){if(y[t])return y[t];var e;if(\"k256\"===t)e=new x;else if(\"p224\"===t)e=new b;else if(\"p192\"===t)e=new _;else{if(\"p25519\"!==t)throw new Error(\"Unknown prime \"+t);e=new w}return y[t]=e,e},T.prototype._verify1=function(t){n(0===t.negative,\"red works only with positives\"),n(t.red,\"red works only with red numbers\")},T.prototype._verify2=function(t,e){n(0==(t.negative|e.negative),\"red works only with positives\"),n(t.red&&t.red===e.red,\"red works only with red numbers\")},T.prototype.imod=function(t){return this.prime?this.prime.ireduce(t)._forceRed(this):t.umod(this.m)._forceRed(this)},T.prototype.neg=function(t){return t.isZero()?t.clone():this.m.sub(t)._forceRed(this)},T.prototype.add=function(t,e){this._verify2(t,e);var r=t.add(e);return r.cmp(this.m)>=0&&r.isub(this.m),r._forceRed(this)},T.prototype.iadd=function(t,e){this._verify2(t,e);var r=t.iadd(e);return r.cmp(this.m)>=0&&r.isub(this.m),r},T.prototype.sub=function(t,e){this._verify2(t,e);var r=t.sub(e);return r.cmpn(0)<0&&r.iadd(this.m),r._forceRed(this)},T.prototype.isub=function(t,e){this._verify2(t,e);var r=t.isub(e);return r.cmpn(0)<0&&r.iadd(this.m),r},T.prototype.shl=function(t,e){return this._verify1(t),this.imod(t.ushln(e))},T.prototype.imul=function(t,e){return this._verify2(t,e),this.imod(t.imul(e))},T.prototype.mul=function(t,e){return this._verify2(t,e),this.imod(t.mul(e))},T.prototype.isqr=function(t){return this.imul(t,t.clone())},T.prototype.sqr=function(t){return this.mul(t,t)},T.prototype.sqrt=function(t){if(t.isZero())return t.clone();var e=this.m.andln(3);if(n(e%2==1),3===e){var r=this.m.add(new a(1)).iushrn(2);return this.pow(t,r)}for(var i=this.m.subn(1),o=0;!i.isZero()&&0===i.andln(1);)o++,i.iushrn(1);n(!i.isZero());var s=new a(1).toRed(this),l=s.redNeg(),u=this.m.subn(1).iushrn(1),c=this.m.bitLength();for(c=new a(2*c*c).toRed(this);0!==this.pow(c,u).cmp(l);)c.redIAdd(l);for(var f=this.pow(c,i),h=this.pow(t,i.addn(1).iushrn(1)),p=this.pow(t,i),d=o;0!==p.cmp(s);){for(var v=p,g=0;0!==v.cmp(s);g++)v=v.redSqr();n(g<d);var y=this.pow(f,new a(1).iushln(d-g-1));h=h.redMul(y),f=y.redSqr(),p=p.redMul(f),d=g}return h},T.prototype.invm=function(t){var e=t._invmp(this.m);return 0!==e.negative?(e.negative=0,this.imod(e).redNeg()):this.imod(e)},T.prototype.pow=function(t,e){if(e.isZero())return new a(1).toRed(this);if(0===e.cmpn(1))return t.clone();var r=new Array(16);r[0]=new a(1).toRed(this),r[1]=t;for(var n=2;n<r.length;n++)r[n]=this.mul(r[n-1],t);var i=r[0],o=0,s=0,l=e.bitLength()%26;for(0===l&&(l=26),n=e.length-1;n>=0;n--){for(var u=e.words[n],c=l-1;c>=0;c--){var 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s=(o=a.left=r(o)).right=r(o.right),a.left=s.right,o.right=s.left,s.right=a,s.left=o,s._color=a._color,a._color=1,o._color=1,e._color=1,i(a),i(o),i(s),l>1&&((u=t[l-2]).right===a?u.right=s:u.left=s),void(t[l-1]=s);if(1===o._color){if(0===a._color)return a._color=1,void(a.left=n(0,o));a.left=n(0,o);continue}var u;o=r(o),a.left=o.right,o.right=a,o._color=a._color,a._color=0,i(a),i(o),l>1&&((u=t[l-2]).right===a?u.right=o:u.left=o),t[l-1]=o,t[l]=a,l+1<t.length?t[l+1]=e:t.push(e),l+=2}}}(o),p.left===s?p.left=null:p.right=null,new a(this.tree._compare,o[0])},Object.defineProperty(f,\"key\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].key},enumerable:!0}),Object.defineProperty(f,\"value\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].value},enumerable:!0}),Object.defineProperty(f,\"index\",{get:function(){var t=0,e=this._stack;if(0===e.length){var r=this.tree.root;return r?r._count:0}e[e.length-1].left&&(t=e[e.length-1].left._count);for(var n=e.length-2;n>=0;--n)e[n+1]===e[n].right&&(++t,e[n].left&&(t+=e[n].left._count));return t},enumerable:!0}),f.next=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.right)for(e=e.right;e;)t.push(e),e=e.left;else for(t.pop();t.length>0&&t[t.length-1].right===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(f,\"hasNext\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].right)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].left===t[e])return!0;return!1}}),f.update=function(t){var r=this._stack;if(0===r.length)throw new Error(\"Can't update empty node!\");var n=new Array(r.length),i=r[r.length-1];n[n.length-1]=new e(i._color,i.key,t,i.left,i.right,i._count);for(var o=r.length-2;o>=0;--o)(i=r[o]).left===r[o+1]?n[o]=new e(i._color,i.key,i.value,n[o+1],i.right,i._count):n[o]=new e(i._color,i.key,i.value,i.left,n[o+1],i._count);return new a(this.tree._compare,n[0])},f.prev=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.left)for(e=e.left;e;)t.push(e),e=e.right;else for(t.pop();t.length>0&&t[t.length-1].left===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(f,\"hasPrev\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].left)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].right===t[e])return!0;return!1}})},7453:function(t,e,r){\"use strict\";t.exports=function(t,e){var r=new c(t);return r.update(e),r};var n=r(9557),i=r(1681),a=r(1011),o=r(2864),s=r(8468),l=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]);function u(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function c(t){this.gl=t,this.pixelRatio=1,this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.autoTicks=!0,this.tickSpacing=[1,1,1],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickAlign=[\"auto\",\"auto\",\"auto\"],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[10,10,10],this.lastCubeProps={cubeEdges:[0,0,0],axis:[0,0,0]},this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=\"sans-serif\",this.labelSize=[20,20,20],this.labelAngle=[0,0,0],this.labelAlign=[\"auto\",\"auto\",\"auto\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[10,10,10],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[0,0,0],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!1,!1,!1],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._firstInit=!0,this._text=null,this._lines=null,this._background=a(t)}var f=c.prototype;function h(){this.primalOffset=[0,0,0],this.primalMinor=[0,0,0],this.mirrorOffset=[0,0,0],this.mirrorMinor=[0,0,0]}f.update=function(t){function e(e,r,n){if(n in t){var i,a=t[n],o=this[n];(e?Array.isArray(a)&&Array.isArray(a[0]):Array.isArray(a))?this[n]=i=[r(a[0]),r(a[1]),r(a[2])]:this[n]=i=[r(a),r(a),r(a)];for(var s=0;s<3;++s)if(i[s]!==o[s])return!0}return!1}t=t||{};var r,a=e.bind(this,!1,Number),o=e.bind(this,!1,Boolean),l=e.bind(this,!1,String),u=e.bind(this,!0,(function(t){if(Array.isArray(t)){if(3===t.length)return[+t[0],+t[1],+t[2],1];if(4===t.length)return[+t[0],+t[1],+t[2],+t[3]]}return[0,0,0,1]})),c=!1,f=!1;if(\"bounds\"in t)for(var h=t.bounds,p=0;p<2;++p)for(var d=0;d<3;++d)h[p][d]!==this.bounds[p][d]&&(f=!0),this.bounds[p][d]=h[p][d];if(\"ticks\"in t)for(r=t.ticks,c=!0,this.autoTicks=!1,p=0;p<3;++p)this.tickSpacing[p]=0;else a(\"tickSpacing\")&&(this.autoTicks=!0,f=!0);if(this._firstInit&&(\"ticks\"in t||\"tickSpacing\"in t||(this.autoTicks=!0),f=!0,c=!0,this._firstInit=!1),f&&this.autoTicks&&(r=s.create(this.bounds,this.tickSpacing),c=!0),c){for(p=0;p<3;++p)r[p].sort((function(t,e){return t.x-e.x}));s.equal(r,this.ticks)?c=!1:this.ticks=r}o(\"tickEnable\"),l(\"tickFont\")&&(c=!0),a(\"tickSize\"),a(\"tickAngle\"),a(\"tickPad\"),u(\"tickColor\");var v=l(\"labels\");l(\"labelFont\")&&(v=!0),o(\"labelEnable\"),a(\"labelSize\"),a(\"labelPad\"),u(\"labelColor\"),o(\"lineEnable\"),o(\"lineMirror\"),a(\"lineWidth\"),u(\"lineColor\"),o(\"lineTickEnable\"),o(\"lineTickMirror\"),a(\"lineTickLength\"),a(\"lineTickWidth\"),u(\"lineTickColor\"),o(\"gridEnable\"),a(\"gridWidth\"),u(\"gridColor\"),o(\"zeroEnable\"),u(\"zeroLineColor\"),a(\"zeroLineWidth\"),o(\"backgroundEnable\"),u(\"backgroundColor\"),this._text?this._text&&(v||c)&&this._text.update(this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont):this._text=n(this.gl,this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont),this._lines&&c&&(this._lines.dispose(),this._lines=null),this._lines||(this._lines=i(this.gl,this.bounds,this.ticks))};var p=[new h,new h,new h];function d(t,e,r,n,i){for(var a=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,u=n[e],c=0;c<3;++c)if(e!==c){var f=a,h=s,p=o,d=l;u&1<<c&&(f=s,h=a,p=l,d=o),f[c]=r[0][c],h[c]=r[1][c],i[c]>0?(p[c]=-1,d[c]=0):(p[c]=0,d[c]=1)}}var v=[0,0,0],g={model:l,view:l,projection:l,_ortho:!1};f.isOpaque=function(){return!0},f.isTransparent=function(){return!1},f.drawTransparent=function(t){};var y=[0,0,0],m=[0,0,0],x=[0,0,0];f.draw=function(t){t=t||g;for(var e=this.gl,r=t.model||l,n=t.view||l,i=t.projection||l,a=this.bounds,s=t._ortho||!1,c=o(r,n,i,a,s),f=c.cubeEdges,h=c.axis,b=n[12],_=n[13],w=n[14],T=n[15],k=(s?2:1)*this.pixelRatio*(i[3]*b+i[7]*_+i[11]*w+i[15]*T)/e.drawingBufferHeight,A=0;A<3;++A)this.lastCubeProps.cubeEdges[A]=f[A],this.lastCubeProps.axis[A]=h[A];var M=p;for(A=0;A<3;++A)d(p[A],A,this.bounds,f,h);e=this.gl;var S,E,L,C=v;for(A=0;A<3;++A)this.backgroundEnable[A]?C[A]=h[A]:C[A]=0;for(this._background.draw(r,n,i,a,C,this.backgroundColor),this._lines.bind(r,n,i,this),A=0;A<3;++A){var P=[0,0,0];h[A]>0?P[A]=a[1][A]:P[A]=a[0][A];for(var O=0;O<2;++O){var I=(A+1+O)%3,D=(A+1+(1^O))%3;this.gridEnable[I]&&this._lines.drawGrid(I,D,this.bounds,P,this.gridColor[I],this.gridWidth[I]*this.pixelRatio)}for(O=0;O<2;++O)I=(A+1+O)%3,D=(A+1+(1^O))%3,this.zeroEnable[D]&&Math.min(a[0][D],a[1][D])<=0&&Math.max(a[0][D],a[1][D])>=0&&this._lines.drawZero(I,D,this.bounds,P,this.zeroLineColor[D],this.zeroLineWidth[D]*this.pixelRatio)}for(A=0;A<3;++A){this.lineEnable[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].primalOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio),this.lineMirror[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].mirrorOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio);var z=u(y,M[A].primalMinor),R=u(m,M[A].mirrorMinor),F=this.lineTickLength;for(O=0;O<3;++O){var B=k/r[5*O];z[O]*=F[O]*B,R[O]*=F[O]*B}this.lineTickEnable[A]&&this._lines.drawAxisTicks(A,M[A].primalOffset,z,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio),this.lineTickMirror[A]&&this._lines.drawAxisTicks(A,M[A].mirrorOffset,R,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio)}function N(t){(L=[0,0,0])[t]=1}function j(t,e,r){var n=(t+1)%3,i=(t+2)%3,a=e[n],o=e[i],s=r[n],l=r[i];a>0&&l>0||a>0&&l<0||a<0&&l>0||a<0&&l<0?N(n):(o>0&&s>0||o>0&&s<0||o<0&&s>0||o<0&&s<0)&&N(i)}for(this._lines.unbind(),this._text.bind(r,n,i,this.pixelRatio),A=0;A<3;++A){var U=M[A].primalMinor,V=M[A].mirrorMinor,H=u(x,M[A].primalOffset);for(O=0;O<3;++O)this.lineTickEnable[A]&&(H[O]+=k*U[O]*Math.max(this.lineTickLength[O],0)/r[5*O]);var q=[0,0,0];if(q[A]=1,this.tickEnable[A]){for(-3600===this.tickAngle[A]?(this.tickAngle[A]=0,this.tickAlign[A]=\"auto\"):this.tickAlign[A]=-1,E=1,\"auto\"===(S=[this.tickAlign[A],.5,E])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),L=[0,0,0],j(A,U,V),O=0;O<3;++O)H[O]+=k*U[O]*this.tickPad[O]/r[5*O];this._text.drawTicks(A,this.tickSize[A],this.tickAngle[A],H,this.tickColor[A],q,L,S)}if(this.labelEnable[A]){for(E=0,L=[0,0,0],this.labels[A].length>4&&(N(A),E=1),\"auto\"===(S=[this.labelAlign[A],.5,E])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),O=0;O<3;++O)H[O]+=k*U[O]*this.labelPad[O]/r[5*O];H[A]+=.5*(a[0][A]+a[1][A]),this._text.drawLabel(A,this.labelSize[A],this.labelAngle[A],H,this.labelColor[A],[0,0,0],L,S)}}this._text.unbind()},f.dispose=function(){this._text.dispose(),this._lines.dispose(),this._background.dispose(),this._lines=null,this._text=null,this._background=null,this.gl=null}},1011:function(t,e,r){\"use strict\";t.exports=function(t){for(var e=[],r=[],s=0,l=0;l<3;++l)for(var u=(l+1)%3,c=(l+2)%3,f=[0,0,0],h=[0,0,0],p=-1;p<=1;p+=2){r.push(s,s+2,s+1,s+1,s+2,s+3),f[l]=p,h[l]=p;for(var d=-1;d<=1;d+=2){f[u]=d;for(var v=-1;v<=1;v+=2)f[c]=v,e.push(f[0],f[1],f[2],h[0],h[1],h[2]),s+=1}var g=u;u=c,c=g}var y=n(t,new Float32Array(e)),m=n(t,new Uint16Array(r),t.ELEMENT_ARRAY_BUFFER),x=i(t,[{buffer:y,type:t.FLOAT,size:3,offset:0,stride:24},{buffer:y,type:t.FLOAT,size:3,offset:12,stride:24}],m),b=a(t);return b.attributes.position.location=0,b.attributes.normal.location=1,new o(t,y,x,b)};var n=r(5827),i=r(2944),a=r(1943).bg;function o(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n}var s=o.prototype;s.draw=function(t,e,r,n,i,a){for(var o=!1,s=0;s<3;++s)o=o||i[s];if(o){var l=this.gl;l.enable(l.POLYGON_OFFSET_FILL),l.polygonOffset(1,2),this.shader.bind(),this.shader.uniforms={model:t,view:e,projection:r,bounds:n,enable:i,colors:a},this.vao.bind(),this.vao.draw(this.gl.TRIANGLES,36),this.vao.unbind(),l.disable(l.POLYGON_OFFSET_FILL)}},s.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},2864:function(t,e,r){\"use strict\";t.exports=function(t,e,r,a,p){i(s,e,t),i(s,r,s);for(var m=0,x=0;x<2;++x){c[2]=a[x][2];for(var b=0;b<2;++b){c[1]=a[b][1];for(var _=0;_<2;++_)c[0]=a[_][0],h(l[m],c,s),m+=1}}var w=-1;for(x=0;x<8;++x){for(var T=l[x][3],k=0;k<3;++k)u[x][k]=l[x][k]/T;p&&(u[x][2]*=-1),T<0&&(w<0||u[x][2]<u[w][2])&&(w=x)}if(w<0){w=0;for(var A=0;A<3;++A){for(var M=(A+2)%3,S=(A+1)%3,E=-1,L=-1,C=0;C<2;++C){var P=(I=C<<A)+(C<<M)+(1-C<<S),O=I+(1-C<<M)+(C<<S);o(u[I],u[P],u[O],f)<0||(C?E=1:L=1)}if(E<0||L<0)L>E&&(w|=1<<A);else{for(C=0;C<2;++C){P=(I=C<<A)+(C<<M)+(1-C<<S),O=I+(1-C<<M)+(C<<S);var I,D=d([l[I],l[P],l[O],l[I+(1<<M)+(1<<S)]]);C?E=D:L=D}L>E&&(w|=1<<A)}}}var z=7^w,R=-1;for(x=0;x<8;++x)x!==w&&x!==z&&(R<0||u[R][1]>u[x][1])&&(R=x);var F=-1;for(x=0;x<3;++x)(N=R^1<<x)!==w&&N!==z&&(F<0&&(F=N),(S=u[N])[0]<u[F][0]&&(F=N));var B=-1;for(x=0;x<3;++x){var N;(N=R^1<<x)!==w&&N!==z&&N!==F&&(B<0&&(B=N),(S=u[N])[0]>u[B][0]&&(B=N))}var j=v;j[0]=j[1]=j[2]=0,j[n.log2(F^R)]=R&F,j[n.log2(R^B)]=R&B;var U=7^B;U===w||U===z?(U=7^F,j[n.log2(B^U)]=U&B):j[n.log2(F^U)]=U&F;var V=g,H=w;for(A=0;A<3;++A)V[A]=H&1<<A?-1:1;return y};var n=r(2288),i=r(104),a=r(4670),o=r(417),s=new Array(16),l=new Array(8),u=new Array(8),c=new Array(3),f=[0,0,0];function h(t,e,r){for(var n=0;n<4;++n){t[n]=r[12+n];for(var i=0;i<3;++i)t[n]+=e[i]*r[4*i+n]}}!function(){for(var t=0;t<8;++t)l[t]=[1,1,1,1],u[t]=[1,1,1]}();var p=[[0,0,1,0,0],[0,0,-1,1,0],[0,-1,0,1,0],[0,1,0,1,0],[-1,0,0,1,0],[1,0,0,1,0]];function d(t){for(var e=0;e<p.length;++e)if((t=a.positive(t,p[e])).length<3)return 0;var r=t[0],n=r[0]/r[3],i=r[1]/r[3],o=0;for(e=1;e+1<t.length;++e){var s=t[e],l=t[e+1],u=s[0]/s[3]-n,c=s[1]/s[3]-i,f=l[0]/l[3]-n,h=l[1]/l[3]-i;o+=Math.abs(u*h-c*f)}return o}var v=[1,1,1],g=[0,0,0],y={cubeEdges:v,axis:g}},1681:function(t,e,r){\"use strict\";t.exports=function(t,e,r){var o=[],s=[0,0,0],l=[0,0,0],u=[0,0,0],c=[0,0,0];o.push(0,0,1,0,1,1,0,0,-1,0,0,-1,0,1,1,0,1,-1);for(var f=0;f<3;++f){for(var h=o.length/3|0,d=0;d<r[f].length;++d){var v=+r[f][d].x;o.push(v,0,1,v,1,1,v,0,-1,v,0,-1,v,1,1,v,1,-1)}var g=o.length/3|0;s[f]=h,l[f]=g-h,h=o.length/3|0;for(var y=0;y<r[f].length;++y)v=+r[f][y].x,o.push(v,0,1,v,1,1,v,0,-1,v,0,-1,v,1,1,v,1,-1);g=o.length/3|0,u[f]=h,c[f]=g-h}var m=n(t,new Float32Array(o)),x=i(t,[{buffer:m,type:t.FLOAT,size:3,stride:0,offset:0}]),b=a(t);return b.attributes.position.location=0,new p(t,m,x,b,l,s,c,u)};var n=r(5827),i=r(2944),a=r(1943).j,o=[0,0,0],s=[0,0,0],l=[0,0,0],u=[0,0,0],c=[1,1];function f(t){return t[0]=t[1]=t[2]=0,t}function h(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function p(t,e,r,n,i,a,o,s){this.gl=t,this.vertBuffer=e,this.vao=r,this.shader=n,this.tickCount=i,this.tickOffset=a,this.gridCount=o,this.gridOffset=s}var d=p.prototype;d.bind=function(t,e,r){this.shader.bind(),this.shader.uniforms.model=t,this.shader.uniforms.view=e,this.shader.uniforms.projection=r,c[0]=this.gl.drawingBufferWidth,c[1]=this.gl.drawingBufferHeight,this.shader.uniforms.screenShape=c,this.vao.bind()},d.unbind=function(){this.vao.unbind()},d.drawAxisLine=function(t,e,r,n,i){var a=f(s);this.shader.uniforms.majorAxis=s,a[t]=e[1][t]-e[0][t],this.shader.uniforms.minorAxis=a;var o,c=h(u,r);c[t]+=e[0][t],this.shader.uniforms.offset=c,this.shader.uniforms.lineWidth=i,this.shader.uniforms.color=n,(o=f(l))[(t+2)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6),(o=f(l))[(t+1)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6)},d.drawAxisTicks=function(t,e,r,n,i){if(this.tickCount[t]){var a=f(o);a[t]=1,this.shader.uniforms.majorAxis=a,this.shader.uniforms.offset=e,this.shader.uniforms.minorAxis=r,this.shader.uniforms.color=n,this.shader.uniforms.lineWidth=i;var s=f(l);s[t]=1,this.shader.uniforms.screenAxis=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t])}},d.drawGrid=function(t,e,r,n,i,a){if(this.gridCount[t]){var c=f(s);c[e]=r[1][e]-r[0][e],this.shader.uniforms.minorAxis=c;var p=h(u,n);p[e]+=r[0][e],this.shader.uniforms.offset=p;var d=f(o);d[t]=1,this.shader.uniforms.majorAxis=d;var v=f(l);v[t]=1,this.shader.uniforms.screenAxis=v,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,this.gridCount[t],this.gridOffset[t])}},d.drawZero=function(t,e,r,n,i,a){var o=f(s);this.shader.uniforms.majorAxis=o,o[t]=r[1][t]-r[0][t],this.shader.uniforms.minorAxis=o;var c=h(u,n);c[t]+=r[0][t],this.shader.uniforms.offset=c;var p=f(l);p[e]=1,this.shader.uniforms.screenAxis=p,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,6)},d.dispose=function(){this.vao.dispose(),this.vertBuffer.dispose(),this.shader.dispose()}},1943:function(t,e,r){\"use strict\";var n=r(6832),i=r(5158),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, majorAxis, minorAxis, screenAxis;\\nuniform float lineWidth;\\nuniform vec2 screenShape;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nvoid main() {\\n  vec3 major = position.x * majorAxis;\\n  vec3 minor = position.y * minorAxis;\\n\\n  vec3 vPosition = major + minor + offset;\\n  vec3 pPosition = project(vPosition);\\n  vec3 offset = project(vPosition + screenAxis * position.z);\\n\\n  vec2 screen = normalize((offset - pPosition).xy * screenShape) / screenShape;\\n\\n  gl_Position = vec4(pPosition + vec3(0.5 * screen * lineWidth, 0), 1.0);\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);e.j=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"}])};var s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, axis, alignDir, alignOpt;\\nuniform float scale, angle, pixelScale;\\nuniform vec2 resolution;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nfloat computeViewAngle(vec3 a, vec3 b) {\\n  vec3 A = project(a);\\n  vec3 B = project(b);\\n\\n  return atan(\\n    (B.y - A.y) * resolution.y,\\n    (B.x - A.x) * resolution.x\\n  );\\n}\\n\\nconst float PI = 3.141592;\\nconst float TWO_PI = 2.0 * PI;\\nconst float HALF_PI = 0.5 * PI;\\nconst float ONE_AND_HALF_PI = 1.5 * PI;\\n\\nint option = int(floor(alignOpt.x + 0.001));\\nfloat hv_ratio =       alignOpt.y;\\nbool enableAlign =    (alignOpt.z != 0.0);\\n\\nfloat mod_angle(float a) {\\n  return mod(a, PI);\\n}\\n\\nfloat positive_angle(float a) {\\n  return mod_angle((a < 0.0) ?\\n    a + TWO_PI :\\n    a\\n  );\\n}\\n\\nfloat look_upwards(float a) {\\n  float b = positive_angle(a);\\n  return ((b > HALF_PI) && (b <= ONE_AND_HALF_PI)) ?\\n    b - PI :\\n    b;\\n}\\n\\nfloat look_horizontal_or_vertical(float a, float ratio) {\\n  // ratio controls the ratio between being horizontal to (vertical + horizontal)\\n  // if ratio is set to 0.5 then it is 50%, 50%.\\n  // when using a higher ratio e.g. 0.75 the result would\\n  // likely be more horizontal than vertical.\\n\\n  float b = positive_angle(a);\\n\\n  return\\n    (b < (      ratio) * HALF_PI) ? 0.0 :\\n    (b < (2.0 - ratio) * HALF_PI) ? -HALF_PI :\\n    (b < (2.0 + ratio) * HALF_PI) ? 0.0 :\\n    (b < (4.0 - ratio) * HALF_PI) ? HALF_PI :\\n                                    0.0;\\n}\\n\\nfloat roundTo(float a, float b) {\\n  return float(b * floor((a + 0.5 * b) / b));\\n}\\n\\nfloat look_round_n_directions(float a, int n) {\\n  float b = positive_angle(a);\\n  float div = TWO_PI / float(n);\\n  float c = roundTo(b, div);\\n  return look_upwards(c);\\n}\\n\\nfloat applyAlignOption(float rawAngle, float delta) {\\n  return\\n    (option >  2) ? look_round_n_directions(rawAngle + delta, option) :       // option 3-n: round to n directions\\n    (option == 2) ? look_horizontal_or_vertical(rawAngle + delta, hv_ratio) : // horizontal or vertical\\n    (option == 1) ? rawAngle + delta :       // use free angle, and flip to align with one direction of the axis\\n    (option == 0) ? look_upwards(rawAngle) : // use free angle, and stay upwards\\n    (option ==-1) ? 0.0 :                    // useful for backward compatibility, all texts remains horizontal\\n                    rawAngle;                // otherwise return back raw input angle\\n}\\n\\nbool isAxisTitle = (axis.x == 0.0) &&\\n                   (axis.y == 0.0) &&\\n                   (axis.z == 0.0);\\n\\nvoid main() {\\n  //Compute world offset\\n  float axisDistance = position.z;\\n  vec3 dataPosition = axisDistance * axis + offset;\\n\\n  float beta = angle; // i.e. user defined attributes for each tick\\n\\n  float axisAngle;\\n  float clipAngle;\\n  float flip;\\n\\n  if (enableAlign) {\\n    axisAngle = (isAxisTitle) ? HALF_PI :\\n                      computeViewAngle(dataPosition, dataPosition + axis);\\n    clipAngle = computeViewAngle(dataPosition, dataPosition + alignDir);\\n\\n    axisAngle += (sin(axisAngle) < 0.0) ? PI : 0.0;\\n    clipAngle += (sin(clipAngle) < 0.0) ? PI : 0.0;\\n\\n    flip = (dot(vec2(cos(axisAngle), sin(axisAngle)),\\n                vec2(sin(clipAngle),-cos(clipAngle))) > 0.0) ? 1.0 : 0.0;\\n\\n    beta += applyAlignOption(clipAngle, flip * PI);\\n  }\\n\\n  //Compute plane offset\\n  vec2 planeCoord = position.xy * pixelScale;\\n\\n  mat2 planeXform = scale * mat2(\\n     cos(beta), sin(beta),\\n    -sin(beta), cos(beta)\\n  );\\n\\n  vec2 viewOffset = 2.0 * planeXform * planeCoord / resolution;\\n\\n  //Compute clip position\\n  vec3 clipPosition = project(dataPosition);\\n\\n  //Apply text offset in clip coordinates\\n  clipPosition += vec3(viewOffset, 0.0);\\n\\n  //Done\\n  gl_Position = vec4(clipPosition, 1.0);\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);e.f=function(t){return i(t,s,l,null,[{name:\"position\",type:\"vec3\"}])};var u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec3 normal;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 enable;\\nuniform vec3 bounds[2];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n\\n  vec3 signAxis = sign(bounds[1] - bounds[0]);\\n\\n  vec3 realNormal = signAxis * normal;\\n\\n  if(dot(realNormal, enable) > 0.0) {\\n    vec3 minRange = min(bounds[0], bounds[1]);\\n    vec3 maxRange = max(bounds[0], bounds[1]);\\n    vec3 nPosition = mix(minRange, maxRange, 0.5 * (position + 1.0));\\n    gl_Position = projection * view * model * vec4(nPosition, 1.0);\\n  } else {\\n    gl_Position = vec4(0,0,0,0);\\n  }\\n\\n  colorChannel = abs(realNormal);\\n}\"]),c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 colors[3];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n  gl_FragColor = colorChannel.x * colors[0] +\\n                 colorChannel.y * colors[1] +\\n                 colorChannel.z * colors[2];\\n}\"]);e.bg=function(t){return i(t,u,c,null,[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}])}},9557:function(t,e,r){\"use strict\";t.exports=function(t,e,r,i,o,l){var u=n(t),f=a(t,[{buffer:u,size:3}]),h=s(t);h.attributes.position.location=0;var p=new c(t,h,u,f);return p.update(e,r,i,o,l),p};var n=r(5827),a=r(2944),o=r(875),s=r(1943).f,l=window||i.global||{},u=l.__TEXT_CACHE||{};function c(t,e,r,n){this.gl=t,this.shader=e,this.buffer=r,this.vao=n,this.tickOffset=this.tickCount=this.labelOffset=this.labelCount=null}l.__TEXT_CACHE={};var f=c.prototype,h=[0,0];f.bind=function(t,e,r,n){this.vao.bind(),this.shader.bind();var i=this.shader.uniforms;i.model=t,i.view=e,i.projection=r,i.pixelScale=n,h[0]=this.gl.drawingBufferWidth,h[1]=this.gl.drawingBufferHeight,this.shader.uniforms.resolution=h},f.unbind=function(){this.vao.unbind()},f.update=function(t,e,r,n,i){var a=[];function s(t,e,r,n,i,s){var l=u[r];l||(l=u[r]={});var c=l[e];c||(c=l[e]=function(t,e){try{return o(t,e)}catch(e){return console.warn('error vectorizing text:\"'+t+'\" error:',e),{cells:[],positions:[]}}}(e,{triangles:!0,font:r,textAlign:\"center\",textBaseline:\"middle\",lineSpacing:i,styletags:s}));for(var f=(n||12)/12,h=c.positions,p=c.cells,d=0,v=p.length;d<v;++d)for(var g=p[d],y=2;y>=0;--y){var m=h[g[y]];a.push(f*m[0],-f*m[1],t)}}for(var l=[0,0,0],c=[0,0,0],f=[0,0,0],h=[0,0,0],p={breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},d=0;d<3;++d){f[d]=a.length/3|0,s(.5*(t[0][d]+t[1][d]),e[d],r[d],12,1.25,p),h[d]=(a.length/3|0)-f[d],l[d]=a.length/3|0;for(var v=0;v<n[d].length;++v)n[d][v].text&&s(n[d][v].x,n[d][v].text,n[d][v].font||i,n[d][v].fontSize||12,1.25,p);c[d]=(a.length/3|0)-l[d]}this.buffer.update(a),this.tickOffset=l,this.tickCount=c,this.labelOffset=f,this.labelCount=h},f.drawTicks=function(t,e,r,n,i,a,o,s){this.tickCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t]))},f.drawLabel=function(t,e,r,n,i,a,o,s){this.labelCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.labelCount[t],this.labelOffset[t]))},f.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()}},8468:function(t,e){\"use strict\";function r(t,e){var r=t+\"\",n=r.indexOf(\".\"),i=0;n>=0&&(i=r.length-n-1);var a=Math.pow(10,i),o=Math.round(t*e*a),s=o+\"\";if(s.indexOf(\"e\")>=0)return s;var l=o/a,u=o%a;o<0?(l=0|-Math.ceil(l),u=0|-u):(l=0|Math.floor(l),u|=0);var c=\"\"+l;if(o<0&&(c=\"-\"+c),i){for(var f=\"\"+u;f.length<i;)f=\"0\"+f;return c+\".\"+f}return c}e.create=function(t,e){for(var n=[],i=0;i<3;++i){for(var a=[],o=(t[0][i],t[1][i],0);o*e[i]<=t[1][i];++o)a.push({x:o*e[i],text:r(e[i],o)});for(o=-1;o*e[i]>=t[0][i];--o)a.push({x:o*e[i],text:r(e[i],o)});n.push(a)}return n},e.equal=function(t,e){for(var r=0;r<3;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n<t[r].length;++n){var i=t[r][n],a=e[r][n];if(i.x!==a.x||i.text!==a.text||i.font!==a.font||i.fontColor!==a.fontColor||i.fontSize!==a.fontSize||i.dx!==a.dx||i.dy!==a.dy)return!1}}return!0}},2771:function(t,e,r){\"use strict\";t.exports=function(t,e,r,l,f){var h=e.model||u,p=e.view||u,y=e.projection||u,m=e._ortho||!1,x=t.bounds,b=(f=f||a(h,p,y,x,m)).axis;o(c,p,h),o(c,y,c);for(var _=v,w=0;w<3;++w)_[w].lo=1/0,_[w].hi=-1/0,_[w].pixelsPerDataUnit=1/0;var T=n(s(c,c));s(c,c);for(var k=0;k<3;++k){var A=(k+1)%3,M=(k+2)%3,S=g;t:for(w=0;w<2;++w){var E=[];if(b[k]<0!=!!w){S[k]=x[w][k];for(var L=0;L<2;++L){S[A]=x[L^w][A];for(var C=0;C<2;++C)S[M]=x[C^L^w][M],E.push(S.slice())}var P=m?5:4;for(L=P;L===P;++L){if(0===E.length)continue t;E=i.positive(E,T[L])}for(L=0;L<E.length;++L){M=E[L];var O=d(g,c,M,r,l);for(C=0;C<3;++C)_[C].lo=Math.min(_[C].lo,M[C]),_[C].hi=Math.max(_[C].hi,M[C]),C!==k&&(_[C].pixelsPerDataUnit=Math.min(_[C].pixelsPerDataUnit,Math.abs(O[C])))}}}}return _};var n=r(5795),i=r(4670),a=r(2864),o=r(104),s=r(2142),l=r(6342),u=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),c=new Float32Array(16);function f(t,e,r){this.lo=t,this.hi=e,this.pixelsPerDataUnit=r}var h=[0,0,0,1],p=[0,0,0,1];function d(t,e,r,n,i){for(var a=0;a<3;++a){for(var o=h,s=p,u=0;u<3;++u)s[u]=o[u]=r[u];s[3]=o[3]=1,s[a]+=1,l(s,s,e),s[3]<0&&(t[a]=1/0),o[a]-=1,l(o,o,e),o[3]<0&&(t[a]=1/0);var c=(o[0]/o[3]-s[0]/s[3])*n,f=(o[1]/o[3]-s[1]/s[3])*i;t[a]=.25*Math.sqrt(c*c+f*f)}return t}var v=[new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0)],g=[0,0,0]},5827:function(t,e,r){\"use strict\";var n=r(5306),i=r(7498),a=r(5050),o=[\"uint8\",\"uint8_clamped\",\"uint16\",\"uint32\",\"int8\",\"int16\",\"int32\",\"float32\"];function s(t,e,r,n,i){this.gl=t,this.type=e,this.handle=r,this.length=n,this.usage=i}var l=s.prototype;function u(t,e,r,n,i,a){var o=i.length*i.BYTES_PER_ELEMENT;if(a<0)return t.bufferData(e,i,n),o;if(o+a>r)throw new Error(\"gl-buffer: If resizing buffer, must not specify offset\");return t.bufferSubData(e,a,i),r}function c(t,e){for(var r=n.malloc(t.length,e),i=t.length,a=0;a<i;++a)r[a]=t[a];return r}l.bind=function(){this.gl.bindBuffer(this.type,this.handle)},l.unbind=function(){this.gl.bindBuffer(this.type,null)},l.dispose=function(){this.gl.deleteBuffer(this.handle)},l.update=function(t,e){if(\"number\"!=typeof e&&(e=-1),this.bind(),\"object\"==typeof t&&void 0!==t.shape){var r=t.dtype;if(o.indexOf(r)<0&&(r=\"float32\"),this.type===this.gl.ELEMENT_ARRAY_BUFFER&&(r=gl.getExtension(\"OES_element_index_uint\")&&\"uint16\"!==r?\"uint32\":\"uint16\"),r===t.dtype&&function(t,e){for(var r=1,n=e.length-1;n>=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&&t.data.length===t.shape[0]?this.length=u(this.gl,this.type,this.length,this.usage,t.data,e):this.length=u(this.gl,this.type,this.length,this.usage,t.data.subarray(t.offset,t.shape[0]),e);else{var s=n.malloc(t.size,r),l=a(s,t.shape);i.assign(l,t),this.length=u(this.gl,this.type,this.length,this.usage,e<0?s:s.subarray(0,t.size),e),n.free(s)}}else if(Array.isArray(t)){var f;f=this.type===this.gl.ELEMENT_ARRAY_BUFFER?c(t,\"uint16\"):c(t,\"float32\"),this.length=u(this.gl,this.type,this.length,this.usage,e<0?f:f.subarray(0,t.length),e),n.free(f)}else if(\"object\"==typeof t&&\"number\"==typeof t.length)this.length=u(this.gl,this.type,this.length,this.usage,t,e);else{if(\"number\"!=typeof t&&void 0!==t)throw new Error(\"gl-buffer: Invalid data type\");if(e>=0)throw new Error(\"gl-buffer: Cannot specify offset when resizing buffer\");(t|=0)<=0&&(t=1),this.gl.bufferData(this.type,0|t,this.usage),this.length=t}},t.exports=function(t,e,r,n){if(r=r||t.ARRAY_BUFFER,n=n||t.DYNAMIC_DRAW,r!==t.ARRAY_BUFFER&&r!==t.ELEMENT_ARRAY_BUFFER)throw new Error(\"gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER\");if(n!==t.DYNAMIC_DRAW&&n!==t.STATIC_DRAW&&n!==t.STREAM_DRAW)throw new Error(\"gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW\");var i=t.createBuffer(),a=new s(t,r,i,0,n);return a.update(e),a}},1140:function(t,e,r){\"use strict\";var n=r(2858);t.exports=function(t,e){var r=t.positions,i=t.vectors,a={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&&(e[0]=[0,0,0],e[1]=[0,0,0]),a;for(var o=0,s=1/0,l=-1/0,u=1/0,c=-1/0,f=1/0,h=-1/0,p=null,d=null,v=[],g=1/0,y=!1,m=0;m<r.length;m++){var x=r[m];s=Math.min(x[0],s),l=Math.max(x[0],l),u=Math.min(x[1],u),c=Math.max(x[1],c),f=Math.min(x[2],f),h=Math.max(x[2],h);var b=i[m];if(n.length(b)>o&&(o=n.length(b)),m){var _=2*n.distance(p,x)/(n.length(d)+n.length(b));_?(g=Math.min(g,_),y=!1):y=!0}y||(p=x,d=b),v.push(b)}var w=[s,u,f],T=[l,c,h];e&&(e[0]=w,e[1]=T),0===o&&(o=1);var k=1/o;isFinite(g)||(g=1),a.vectorScale=g;var A=t.coneSize||.5;t.absoluteConeSize&&(A=t.absoluteConeSize*k),a.coneScale=A,m=0;for(var M=0;m<r.length;m++)for(var S=(x=r[m])[0],E=x[1],L=x[2],C=v[m],P=n.length(C)*k,O=0;O<8;O++){a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vertexIntensity.push(P,P,P),a.vertexIntensity.push(P,P,P);var I=a.positions.length;a.cells.push([I-6,I-5,I-4],[I-3,I-2,I-1])}return a};var i=r(7234);t.exports.createMesh=r(5028),t.exports.createConeMesh=function(e,r){return t.exports.createMesh(e,r,{shaders:i,traceType:\"cone\"})}},5028:function(t,e,r){\"use strict\";var n=r(5158),i=r(5827),a=r(2944),o=r(8931),s=r(104),l=r(7437),u=r(5050),c=r(9156),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e,r,n,i,a,o,s,l,u,c){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.pickShader=n,this.trianglePositions=i,this.triangleVectors=a,this.triangleColors=s,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=u,this.triangleCount=0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.traceType=c,this.tubeScale=1,this.coneScale=2,this.vectorScale=1,this.coneOffset=.25,this._model=f,this._view=f,this._projection=f,this._resolution=[1,1]}var p=h.prototype;p.isOpaque=function(){return this.opacity>=1},p.isTransparent=function(){return this.opacity<1},p.pickSlots=1,p.setPickBase=function(t){this.pickId=t},p.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),\"opacity\"in t&&(this.opacity=t.opacity),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),void 0!==t.tubeScale&&(this.tubeScale=t.tubeScale),void 0!==t.vectorScale&&(this.vectorScale=t.vectorScale),void 0!==t.coneScale&&(this.coneScale=t.coneScale),void 0!==t.coneOffset&&(this.coneOffset=t.coneOffset),t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t){for(var e=c({colormap:t,nshades:256,format:\"rgba\"}),r=new Uint8Array(1024),n=0;n<256;++n){for(var i=e[n],a=0;a<3;++a)r[4*n+a]=i[a];r[4*n+3]=255*i[3]}return u(r,[256,256,4],[4,0,1])}(t.colormap)),this.texture.generateMipmap());var r=t.cells,n=t.positions,i=t.vectors;if(n&&r&&i){var a=[],o=[],s=[],l=[],f=[];this.cells=r,this.positions=n,this.vectors=i;var h=t.meshColor||[1,1,1,1],p=t.vertexIntensity,d=1/0,v=-1/0;if(p)if(t.vertexIntensityBounds)d=+t.vertexIntensityBounds[0],v=+t.vertexIntensityBounds[1];else for(var g=0;g<p.length;++g){var y=p[g];d=Math.min(d,y),v=Math.max(v,y)}else for(g=0;g<n.length;++g)y=n[g][2],d=Math.min(d,y),v=Math.max(v,y);for(this.intensity=p||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],g=0;g<n.length;++g)for(var m=n[g],x=0;x<3;++x)!isNaN(m[x])&&isFinite(m[x])&&(this.bounds[0][x]=Math.min(this.bounds[0][x],m[x]),this.bounds[1][x]=Math.max(this.bounds[1][x],m[x]));var b=0;t:for(g=0;g<r.length;++g){var _=r[g];if(3===_.length){for(x=0;x<3;++x){m=n[T=_[x]];for(var w=0;w<3;++w)if(isNaN(m[w])||!isFinite(m[w]))continue t}for(x=0;x<3;++x){var T;m=n[T=_[2-x]],a.push(m[0],m[1],m[2],m[3]);var k=i[T];o.push(k[0],k[1],k[2],k[3]||0);var A,M=h;3===M.length?s.push(M[0],M[1],M[2],1):s.push(M[0],M[1],M[2],M[3]),A=p?[(p[T]-d)/(v-d),0]:[(m[2]-d)/(v-d),0],l.push(A[0],A[1]),f.push(g)}b+=1}}this.triangleCount=b,this.trianglePositions.update(a),this.triangleVectors.update(o),this.triangleColors.update(s),this.triangleUVs.update(l),this.triangleIds.update(new Uint32Array(f))}},p.drawTransparent=p.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var u={model:r,view:n,projection:i,inverseModel:f.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],opacity:this.opacity,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,texture:0};u.inverseModel=l(u.inverseModel,u.model),e.disable(e.CULL_FACE),this.texture.bind(0);var c=new Array(16);for(s(c,u.view,u.model),s(c,u.projection,c),l(c,c),o=0;o<3;++o)u.eyePosition[o]=c[12+o]/c[15];var h=c[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*c[4*o+3];for(o=0;o<3;++o){for(var p=c[12+o],d=0;d<3;++d)p+=c[4*d+o]*this.lightPosition[d];u.lightPosition[o]=p/h}if(this.triangleCount>0){var v=this.triShader;v.bind(),v.uniforms=u,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},p.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s={model:r,view:n,projection:i,clipBounds:a,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind())},p.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions[r[1]].slice(0,3),i={position:n,dataCoordinate:n,index:Math.floor(r[1]/48)};return\"cone\"===this.traceType?i.index=Math.floor(r[1]/48):\"streamtube\"===this.traceType&&(i.intensity=this.intensity[r[1]],i.velocity=this.vectors[r[1]].slice(0,3),i.divergence=this.vectors[r[1]][3],i.index=e),i},p.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.pickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleVectors.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleIds.dispose()},t.exports=function(t,e,r){var s=r.shaders;1===arguments.length&&(t=(e=t).gl);var l=function(t,e){var r=n(t,e.meshShader.vertex,e.meshShader.fragment,null,e.meshShader.attributes);return r.attributes.position.location=0,r.attributes.color.location=2,r.attributes.uv.location=3,r.attributes.vector.location=4,r}(t,s),c=function(t,e){var r=n(t,e.pickShader.vertex,e.pickShader.fragment,null,e.pickShader.attributes);return r.attributes.position.location=0,r.attributes.id.location=1,r.attributes.vector.location=4,r}(t,s),f=o(t,u(new Uint8Array([255,255,255,255]),[1,1,4]));f.generateMipmap(),f.minFilter=t.LINEAR_MIPMAP_LINEAR,f.magFilter=t.LINEAR;var p=i(t),d=i(t),v=i(t),g=i(t),y=i(t),m=new h(t,f,l,c,p,d,y,v,g,a(t,[{buffer:p,type:t.FLOAT,size:4},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:v,type:t.FLOAT,size:4},{buffer:g,type:t.FLOAT,size:2},{buffer:d,type:t.FLOAT,size:4}]),r.traceType||\"cone\");return m.update(e),m}},7234:function(t,e,r){var n=r(6832),i=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec3 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, coneScale, coneOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * conePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(conePosition, 1.0);\\n  vec4 t_position  = view * conePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = conePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float vectorScale, coneScale, coneOffset;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector.xyz), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n  gl_Position = projection * view * conePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);e.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec3\"}]},e.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec3\"}]}},1950:function(t){t.exports={0:\"NONE\",1:\"ONE\",2:\"LINE_LOOP\",3:\"LINE_STRIP\",4:\"TRIANGLES\",5:\"TRIANGLE_STRIP\",6:\"TRIANGLE_FAN\",256:\"DEPTH_BUFFER_BIT\",512:\"NEVER\",513:\"LESS\",514:\"EQUAL\",515:\"LEQUAL\",516:\"GREATER\",517:\"NOTEQUAL\",518:\"GEQUAL\",519:\"ALWAYS\",768:\"SRC_COLOR\",769:\"ONE_MINUS_SRC_COLOR\",770:\"SRC_ALPHA\",771:\"ONE_MINUS_SRC_ALPHA\",772:\"DST_ALPHA\",773:\"ONE_MINUS_DST_ALPHA\",774:\"DST_COLOR\",775:\"ONE_MINUS_DST_COLOR\",776:\"SRC_ALPHA_SATURATE\",1024:\"STENCIL_BUFFER_BIT\",1028:\"FRONT\",1029:\"BACK\",1032:\"FRONT_AND_BACK\",1280:\"INVALID_ENUM\",1281:\"INVALID_VALUE\",1282:\"INVALID_OPERATION\",1285:\"OUT_OF_MEMORY\",1286:\"INVALID_FRAMEBUFFER_OPERATION\",2304:\"CW\",2305:\"CCW\",2849:\"LINE_WIDTH\",2884:\"CULL_FACE\",2885:\"CULL_FACE_MODE\",2886:\"FRONT_FACE\",2928:\"DEPTH_RANGE\",2929:\"DEPTH_TEST\",2930:\"DEPTH_WRITEMASK\",2931:\"DEPTH_CLEAR_VALUE\",2932:\"DEPTH_FUNC\",2960:\"STENCIL_TEST\",2961:\"STENCIL_CLEAR_VALUE\",2962:\"STENCIL_FUNC\",2963:\"STENCIL_VALUE_MASK\",2964:\"STENCIL_FAIL\",2965:\"STENCIL_PASS_DEPTH_FAIL\",2966:\"STENCIL_PASS_DEPTH_PASS\",2967:\"STENCIL_REF\",2968:\"STENCIL_WRITEMASK\",2978:\"VIEWPORT\",3024:\"DITHER\",3042:\"BLEND\",3088:\"SCISSOR_BOX\",3089:\"SCISSOR_TEST\",3106:\"COLOR_CLEAR_VALUE\",3107:\"COLOR_WRITEMASK\",3317:\"UNPACK_ALIGNMENT\",3333:\"PACK_ALIGNMENT\",3379:\"MAX_TEXTURE_SIZE\",3386:\"MAX_VIEWPORT_DIMS\",3408:\"SUBPIXEL_BITS\",3410:\"RED_BITS\",3411:\"GREEN_BITS\",3412:\"BLUE_BITS\",3413:\"ALPHA_BITS\",3414:\"DEPTH_BITS\",3415:\"STENCIL_BITS\",3553:\"TEXTURE_2D\",4352:\"DONT_CARE\",4353:\"FASTEST\",4354:\"NICEST\",5120:\"BYTE\",5121:\"UNSIGNED_BYTE\",5122:\"SHORT\",5123:\"UNSIGNED_SHORT\",5124:\"INT\",5125:\"UNSIGNED_INT\",5126:\"FLOAT\",5386:\"INVERT\",5890:\"TEXTURE\",6401:\"STENCIL_INDEX\",6402:\"DEPTH_COMPONENT\",6406:\"ALPHA\",6407:\"RGB\",6408:\"RGBA\",6409:\"LUMINANCE\",6410:\"LUMINANCE_ALPHA\",7680:\"KEEP\",7681:\"REPLACE\",7682:\"INCR\",7683:\"DECR\",7936:\"VENDOR\",7937:\"RENDERER\",7938:\"VERSION\",9728:\"NEAREST\",9729:\"LINEAR\",9984:\"NEAREST_MIPMAP_NEAREST\",9985:\"LINEAR_MIPMAP_NEAREST\",9986:\"NEAREST_MIPMAP_LINEAR\",9987:\"LINEAR_MIPMAP_LINEAR\",10240:\"TEXTURE_MAG_FILTER\",10241:\"TEXTURE_MIN_FILTER\",10242:\"TEXTURE_WRAP_S\",10243:\"TEXTURE_WRAP_T\",10497:\"REPEAT\",10752:\"POLYGON_OFFSET_UNITS\",16384:\"COLOR_BUFFER_BIT\",32769:\"CONSTANT_COLOR\",32770:\"ONE_MINUS_CONSTANT_COLOR\",32771:\"CONSTANT_ALPHA\",32772:\"ONE_MINUS_CONSTANT_ALPHA\",32773:\"BLEND_COLOR\",32774:\"FUNC_ADD\",32777:\"BLEND_EQUATION_RGB\",32778:\"FUNC_SUBTRACT\",32779:\"FUNC_REVERSE_SUBTRACT\",32819:\"UNSIGNED_SHORT_4_4_4_4\",32820:\"UNSIGNED_SHORT_5_5_5_1\",32823:\"POLYGON_OFFSET_FILL\",32824:\"POLYGON_OFFSET_FACTOR\",32854:\"RGBA4\",32855:\"RGB5_A1\",32873:\"TEXTURE_BINDING_2D\",32926:\"SAMPLE_ALPHA_TO_COVERAGE\",32928:\"SAMPLE_COVERAGE\",32936:\"SAMPLE_BUFFERS\",32937:\"SAMPLES\",32938:\"SAMPLE_COVERAGE_VALUE\",32939:\"SAMPLE_COVERAGE_INVERT\",32968:\"BLEND_DST_RGB\",32969:\"BLEND_SRC_RGB\",32970:\"BLEND_DST_ALPHA\",32971:\"BLEND_SRC_ALPHA\",33071:\"CLAMP_TO_EDGE\",33170:\"GENERATE_MIPMAP_HINT\",33189:\"DEPTH_COMPONENT16\",33306:\"DEPTH_STENCIL_ATTACHMENT\",33635:\"UNSIGNED_SHORT_5_6_5\",33648:\"MIRRORED_REPEAT\",33901:\"ALIASED_POINT_SIZE_RANGE\",33902:\"ALIASED_LINE_WIDTH_RANGE\",33984:\"TEXTURE0\",33985:\"TEXTURE1\",33986:\"TEXTURE2\",33987:\"TEXTURE3\",33988:\"TEXTURE4\",33989:\"TEXTURE5\",33990:\"TEXTURE6\",33991:\"TEXTURE7\",33992:\"TEXTURE8\",33993:\"TEXTURE9\",33994:\"TEXTURE10\",33995:\"TEXTURE11\",33996:\"TEXTURE12\",33997:\"TEXTURE13\",33998:\"TEXTURE14\",33999:\"TEXTURE15\",34e3:\"TEXTURE16\",34001:\"TEXTURE17\",34002:\"TEXTURE18\",34003:\"TEXTURE19\",34004:\"TEXTURE20\",34005:\"TEXTURE21\",34006:\"TEXTURE22\",34007:\"TEXTURE23\",34008:\"TEXTURE24\",34009:\"TEXTURE25\",34010:\"TEXTURE26\",34011:\"TEXTURE27\",34012:\"TEXTURE28\",34013:\"TEXTURE29\",34014:\"TEXTURE30\",34015:\"TEXTURE31\",34016:\"ACTIVE_TEXTURE\",34024:\"MAX_RENDERBUFFER_SIZE\",34041:\"DEPTH_STENCIL\",34055:\"INCR_WRAP\",34056:\"DECR_WRAP\",34067:\"TEXTURE_CUBE_MAP\",34068:\"TEXTURE_BINDING_CUBE_MAP\",34069:\"TEXTURE_CUBE_MAP_POSITIVE_X\",34070:\"TEXTURE_CUBE_MAP_NEGATIVE_X\",34071:\"TEXTURE_CUBE_MAP_POSITIVE_Y\",34072:\"TEXTURE_CUBE_MAP_NEGATIVE_Y\",34073:\"TEXTURE_CUBE_MAP_POSITIVE_Z\",34074:\"TEXTURE_CUBE_MAP_NEGATIVE_Z\",34076:\"MAX_CUBE_MAP_TEXTURE_SIZE\",34338:\"VERTEX_ATTRIB_ARRAY_ENABLED\",34339:\"VERTEX_ATTRIB_ARRAY_SIZE\",34340:\"VERTEX_ATTRIB_ARRAY_STRIDE\",34341:\"VERTEX_ATTRIB_ARRAY_TYPE\",34342:\"CURRENT_VERTEX_ATTRIB\",34373:\"VERTEX_ATTRIB_ARRAY_POINTER\",34466:\"NUM_COMPRESSED_TEXTURE_FORMATS\",34467:\"COMPRESSED_TEXTURE_FORMATS\",34660:\"BUFFER_SIZE\",34661:\"BUFFER_USAGE\",34816:\"STENCIL_BACK_FUNC\",34817:\"STENCIL_BACK_FAIL\",34818:\"STENCIL_BACK_PASS_DEPTH_FAIL\",34819:\"STENCIL_BACK_PASS_DEPTH_PASS\",34877:\"BLEND_EQUATION_ALPHA\",34921:\"MAX_VERTEX_ATTRIBS\",34922:\"VERTEX_ATTRIB_ARRAY_NORMALIZED\",34930:\"MAX_TEXTURE_IMAGE_UNITS\",34962:\"ARRAY_BUFFER\",34963:\"ELEMENT_ARRAY_BUFFER\",34964:\"ARRAY_BUFFER_BINDING\",34965:\"ELEMENT_ARRAY_BUFFER_BINDING\",34975:\"VERTEX_ATTRIB_ARRAY_BUFFER_BINDING\",35040:\"STREAM_DRAW\",35044:\"STATIC_DRAW\",35048:\"DYNAMIC_DRAW\",35632:\"FRAGMENT_SHADER\",35633:\"VERTEX_SHADER\",35660:\"MAX_VERTEX_TEXTURE_IMAGE_UNITS\",35661:\"MAX_COMBINED_TEXTURE_IMAGE_UNITS\",35663:\"SHADER_TYPE\",35664:\"FLOAT_VEC2\",35665:\"FLOAT_VEC3\",35666:\"FLOAT_VEC4\",35667:\"INT_VEC2\",35668:\"INT_VEC3\",35669:\"INT_VEC4\",35670:\"BOOL\",35671:\"BOOL_VEC2\",35672:\"BOOL_VEC3\",35673:\"BOOL_VEC4\",35674:\"FLOAT_MAT2\",35675:\"FLOAT_MAT3\",35676:\"FLOAT_MAT4\",35678:\"SAMPLER_2D\",35680:\"SAMPLER_CUBE\",35712:\"DELETE_STATUS\",35713:\"COMPILE_STATUS\",35714:\"LINK_STATUS\",35715:\"VALIDATE_STATUS\",35716:\"INFO_LOG_LENGTH\",35717:\"ATTACHED_SHADERS\",35718:\"ACTIVE_UNIFORMS\",35719:\"ACTIVE_UNIFORM_MAX_LENGTH\",35720:\"SHADER_SOURCE_LENGTH\",35721:\"ACTIVE_ATTRIBUTES\",35722:\"ACTIVE_ATTRIBUTE_MAX_LENGTH\",35724:\"SHADING_LANGUAGE_VERSION\",35725:\"CURRENT_PROGRAM\",36003:\"STENCIL_BACK_REF\",36004:\"STENCIL_BACK_VALUE_MASK\",36005:\"STENCIL_BACK_WRITEMASK\",36006:\"FRAMEBUFFER_BINDING\",36007:\"RENDERBUFFER_BINDING\",36048:\"FRAMEBUFFER_ATTACHMENT_OBJECT_TYPE\",36049:\"FRAMEBUFFER_ATTACHMENT_OBJECT_NAME\",36050:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_LEVEL\",36051:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_CUBE_MAP_FACE\",36053:\"FRAMEBUFFER_COMPLETE\",36054:\"FRAMEBUFFER_INCOMPLETE_ATTACHMENT\",36055:\"FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT\",36057:\"FRAMEBUFFER_INCOMPLETE_DIMENSIONS\",36061:\"FRAMEBUFFER_UNSUPPORTED\",36064:\"COLOR_ATTACHMENT0\",36096:\"DEPTH_ATTACHMENT\",36128:\"STENCIL_ATTACHMENT\",36160:\"FRAMEBUFFER\",36161:\"RENDERBUFFER\",36162:\"RENDERBUFFER_WIDTH\",36163:\"RENDERBUFFER_HEIGHT\",36164:\"RENDERBUFFER_INTERNAL_FORMAT\",36168:\"STENCIL_INDEX8\",36176:\"RENDERBUFFER_RED_SIZE\",36177:\"RENDERBUFFER_GREEN_SIZE\",36178:\"RENDERBUFFER_BLUE_SIZE\",36179:\"RENDERBUFFER_ALPHA_SIZE\",36180:\"RENDERBUFFER_DEPTH_SIZE\",36181:\"RENDERBUFFER_STENCIL_SIZE\",36194:\"RGB565\",36336:\"LOW_FLOAT\",36337:\"MEDIUM_FLOAT\",36338:\"HIGH_FLOAT\",36339:\"LOW_INT\",36340:\"MEDIUM_INT\",36341:\"HIGH_INT\",36346:\"SHADER_COMPILER\",36347:\"MAX_VERTEX_UNIFORM_VECTORS\",36348:\"MAX_VARYING_VECTORS\",36349:\"MAX_FRAGMENT_UNIFORM_VECTORS\",37440:\"UNPACK_FLIP_Y_WEBGL\",37441:\"UNPACK_PREMULTIPLY_ALPHA_WEBGL\",37442:\"CONTEXT_LOST_WEBGL\",37443:\"UNPACK_COLORSPACE_CONVERSION_WEBGL\",37444:\"BROWSER_DEFAULT_WEBGL\"}},6603:function(t,e,r){var n=r(1950);t.exports=function(t){return n[t]}},3110:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl,r=n(e),o=i(e,[{buffer:r,type:e.FLOAT,size:3,offset:0,stride:40},{buffer:r,type:e.FLOAT,size:4,offset:12,stride:40},{buffer:r,type:e.FLOAT,size:3,offset:28,stride:40}]),l=a(e);l.attributes.position.location=0,l.attributes.color.location=1,l.attributes.offset.location=2;var u=new s(e,r,o,l);return u.update(t),u};var n=r(5827),i=r(2944),a=r(7667),o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.shader=n,this.buffer=e,this.vao=r,this.pixelRatio=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lineWidth=[1,1,1],this.capSize=[10,10,10],this.lineCount=[0,0,0],this.lineOffset=[0,0,0],this.opacity=1,this.hasAlpha=!1}var l=s.prototype;function u(t,e){for(var r=0;r<3;++r)t[0][r]=Math.min(t[0][r],e[r]),t[1][r]=Math.max(t[1][r],e[r])}l.isOpaque=function(){return!this.hasAlpha},l.isTransparent=function(){return this.hasAlpha},l.drawTransparent=l.draw=function(t){var e=this.gl,r=this.shader.uniforms;this.shader.bind();var n=r.view=t.view||o,i=r.projection=t.projection||o;r.model=t.model||o,r.clipBounds=this.clipBounds,r.opacity=this.opacity;var a=n[12],s=n[13],l=n[14],u=n[15],c=(t._ortho?2:1)*this.pixelRatio*(i[3]*a+i[7]*s+i[11]*l+i[15]*u)/e.drawingBufferHeight;this.vao.bind();for(var f=0;f<3;++f)e.lineWidth(this.lineWidth[f]*this.pixelRatio),r.capSize=this.capSize[f]*c,this.lineCount[f]&&e.drawArrays(e.LINES,this.lineOffset[f],this.lineCount[f]);this.vao.unbind()};var c=function(){for(var t=new Array(3),e=0;e<3;++e){for(var r=[],n=1;n<=2;++n)for(var i=-1;i<=1;i+=2){var a=[0,0,0];a[(n+e)%3]=i,r.push(a)}t[e]=r}return t}();function f(t,e,r,n){for(var i=c[n],a=0;a<i.length;++a){var o=i[a];t.push(e[0],e[1],e[2],r[0],r[1],r[2],r[3],o[0],o[1],o[2])}return i.length}l.update=function(t){\"lineWidth\"in(t=t||{})&&(this.lineWidth=t.lineWidth,Array.isArray(this.lineWidth)||(this.lineWidth=[this.lineWidth,this.lineWidth,this.lineWidth])),\"capSize\"in t&&(this.capSize=t.capSize,Array.isArray(this.capSize)||(this.capSize=[this.capSize,this.capSize,this.capSize])),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var e=t.color||[[0,0,0],[0,0,0],[0,0,0]],r=t.position,n=t.error;if(Array.isArray(e[0])||(e=[e,e,e]),r&&n){var i=[],a=r.length,o=0;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.lineCount=[0,0,0];for(var s=0;s<3;++s){this.lineOffset[s]=o;t:for(var l=0;l<a;++l){for(var c=r[l],h=0;h<3;++h)if(isNaN(c[h])||!isFinite(c[h]))continue t;var p,d=n[l],v=e[s];Array.isArray(v[0])&&(v=e[l]),3===v.length?v=[v[0],v[1],v[2],1]:4===v.length&&(v=[v[0],v[1],v[2],v[3]],!this.hasAlpha&&v[3]<1&&(this.hasAlpha=!0)),isNaN(d[0][s])||isNaN(d[1][s])||(d[0][s]<0&&((p=c.slice())[s]+=d[0][s],i.push(c[0],c[1],c[2],v[0],v[1],v[2],v[3],0,0,0,p[0],p[1],p[2],v[0],v[1],v[2],v[3],0,0,0),u(this.bounds,p),o+=2+f(i,p,v,s)),d[1][s]>0&&((p=c.slice())[s]+=d[1][s],i.push(c[0],c[1],c[2],v[0],v[1],v[2],v[3],0,0,0,p[0],p[1],p[2],v[0],v[1],v[2],v[3],0,0,0),u(this.bounds,p),o+=2+f(i,p,v,s)))}this.lineCount[s]=o-this.lineOffset[s]}this.buffer.update(i)}},l.dispose=function(){this.shader.dispose(),this.buffer.dispose(),this.vao.dispose()}},7667:function(t,e,r){\"use strict\";var n=r(6832),i=r(5158),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, offset;\\nattribute vec4 color;\\nuniform mat4 model, view, projection;\\nuniform float capSize;\\nvarying vec4 fragColor;\\nvarying vec3 fragPosition;\\n\\nvoid main() {\\n  vec4 worldPosition  = model * vec4(position, 1.0);\\n  worldPosition       = (worldPosition / worldPosition.w) + vec4(capSize * offset, 0.0);\\n  gl_Position         = projection * view * worldPosition;\\n  fragColor           = color;\\n  fragPosition        = position;\\n}\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float opacity;\\nvarying vec3 fragPosition;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], fragPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  gl_FragColor = opacity * fragColor;\\n}\"]);t.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"offset\",type:\"vec3\"}])}},4234:function(t,e,r){\"use strict\";var n=r(8931);t.exports=function(t,e,r,n){i||(i=t.FRAMEBUFFER_UNSUPPORTED,a=t.FRAMEBUFFER_INCOMPLETE_ATTACHMENT,o=t.FRAMEBUFFER_INCOMPLETE_DIMENSIONS,s=t.FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT);var u=t.getExtension(\"WEBGL_draw_buffers\");if(!l&&u&&function(t,e){var r=t.getParameter(e.MAX_COLOR_ATTACHMENTS_WEBGL);l=new Array(r+1);for(var n=0;n<=r;++n){for(var i=new Array(r),a=0;a<n;++a)i[a]=t.COLOR_ATTACHMENT0+a;for(a=n;a<r;++a)i[a]=t.NONE;l[n]=i}}(t,u),Array.isArray(e)&&(n=r,r=0|e[1],e=0|e[0]),\"number\"!=typeof e)throw new Error(\"gl-fbo: Missing shape parameter\");var c=t.getParameter(t.MAX_RENDERBUFFER_SIZE);if(e<0||e>c||r<0||r>c)throw new Error(\"gl-fbo: Parameters are too large for FBO\");var f=1;if(\"color\"in(n=n||{})){if((f=Math.max(0|n.color,0))<0)throw new Error(\"gl-fbo: Must specify a nonnegative number of colors\");if(f>1){if(!u)throw new Error(\"gl-fbo: Multiple draw buffer extension not supported\");if(f>t.getParameter(u.MAX_COLOR_ATTACHMENTS_WEBGL))throw new Error(\"gl-fbo: Context does not support \"+f+\" draw buffers\")}}var h=t.UNSIGNED_BYTE,p=t.getExtension(\"OES_texture_float\");if(n.float&&f>0){if(!p)throw new Error(\"gl-fbo: Context does not support floating point textures\");h=t.FLOAT}else n.preferFloat&&f>0&&p&&(h=t.FLOAT);var v=!0;\"depth\"in n&&(v=!!n.depth);var g=!1;return\"stencil\"in n&&(g=!!n.stencil),new d(t,e,r,h,f,v,g,u)};var i,a,o,s,l=null;function u(t){return[t.getParameter(t.FRAMEBUFFER_BINDING),t.getParameter(t.RENDERBUFFER_BINDING),t.getParameter(t.TEXTURE_BINDING_2D)]}function c(t,e){t.bindFramebuffer(t.FRAMEBUFFER,e[0]),t.bindRenderbuffer(t.RENDERBUFFER,e[1]),t.bindTexture(t.TEXTURE_2D,e[2])}function f(t){switch(t){case i:throw new Error(\"gl-fbo: Framebuffer unsupported\");case a:throw new Error(\"gl-fbo: Framebuffer incomplete attachment\");case o:throw new Error(\"gl-fbo: Framebuffer incomplete dimensions\");case s:throw new Error(\"gl-fbo: Framebuffer incomplete missing attachment\");default:throw new Error(\"gl-fbo: Framebuffer failed for unspecified reason\")}}function h(t,e,r,i,a,o){if(!i)return null;var s=n(t,e,r,a,i);return s.magFilter=t.NEAREST,s.minFilter=t.NEAREST,s.mipSamples=1,s.bind(),t.framebufferTexture2D(t.FRAMEBUFFER,o,t.TEXTURE_2D,s.handle,0),s}function p(t,e,r,n,i){var a=t.createRenderbuffer();return t.bindRenderbuffer(t.RENDERBUFFER,a),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,i,t.RENDERBUFFER,a),a}function d(t,e,r,n,i,a,o,s){this.gl=t,this._shape=[0|e,0|r],this._destroyed=!1,this._ext=s,this.color=new Array(i);for(var d=0;d<i;++d)this.color[d]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=a,this._useStencil=o;var v=this,g=[0|e,0|r];Object.defineProperties(g,{0:{get:function(){return v._shape[0]},set:function(t){return v.width=t}},1:{get:function(){return v._shape[1]},set:function(t){return v.height=t}}}),this._shapeVector=g,function(t){var e=u(t.gl),r=t.gl,n=t.handle=r.createFramebuffer(),i=t._shape[0],a=t._shape[1],o=t.color.length,s=t._ext,d=t._useStencil,v=t._useDepth,g=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,n);for(var y=0;y<o;++y)t.color[y]=h(r,i,a,g,r.RGBA,r.COLOR_ATTACHMENT0+y);0===o?(t._color_rb=p(r,i,a,r.RGBA4,r.COLOR_ATTACHMENT0),s&&s.drawBuffersWEBGL(l[0])):o>1&&s.drawBuffersWEBGL(l[o]);var m=r.getExtension(\"WEBGL_depth_texture\");m?d?t.depth=h(r,i,a,m.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):v&&(t.depth=h(r,i,a,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):v&&d?t._depth_rb=p(r,i,a,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):v?t._depth_rb=p(r,i,a,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):d&&(t._depth_rb=p(r,i,a,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var x=r.checkFramebufferStatus(r.FRAMEBUFFER);if(x!==r.FRAMEBUFFER_COMPLETE){for(t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&&(t.depth.dispose(),t.depth=null),t._depth_rb&&(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null),y=0;y<t.color.length;++y)t.color[y].dispose(),t.color[y]=null;t._color_rb&&(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),c(r,e),f(x)}c(r,e)}(this)}var v=d.prototype;function g(t,e,r){if(t._destroyed)throw new Error(\"gl-fbo: Can't resize destroyed FBO\");if(t._shape[0]!==e||t._shape[1]!==r){var n=t.gl,i=n.getParameter(n.MAX_RENDERBUFFER_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-fbo: Can't resize FBO, invalid dimensions\");t._shape[0]=e,t._shape[1]=r;for(var a=u(n),o=0;o<t.color.length;++o)t.color[o].shape=t._shape;t._color_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._color_rb),n.renderbufferStorage(n.RENDERBUFFER,n.RGBA4,t._shape[0],t._shape[1])),t.depth&&(t.depth.shape=t._shape),t._depth_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._depth_rb),t._useDepth&&t._useStencil?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_STENCIL,t._shape[0],t._shape[1]):t._useDepth?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_COMPONENT16,t._shape[0],t._shape[1]):t._useStencil&&n.renderbufferStorage(n.RENDERBUFFER,n.STENCIL_INDEX,t._shape[0],t._shape[1])),n.bindFramebuffer(n.FRAMEBUFFER,t.handle);var s=n.checkFramebufferStatus(n.FRAMEBUFFER);s!==n.FRAMEBUFFER_COMPLETE&&(t.dispose(),c(n,a),f(s)),c(n,a)}}Object.defineProperties(v,{shape:{get:function(){return this._destroyed?[0,0]:this._shapeVector},set:function(t){if(Array.isArray(t)||(t=[0|t,0|t]),2!==t.length)throw new Error(\"gl-fbo: Shape vector must be length 2\");var e=0|t[0],r=0|t[1];return g(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return g(this,t|=0,this._shape[1]),t},enumerable:!1},height:{get:function(){return this._destroyed?0:this._shape[1]},set:function(t){return t|=0,g(this,this._shape[0],t),t},enumerable:!1}}),v.bind=function(){if(!this._destroyed){var t=this.gl;t.bindFramebuffer(t.FRAMEBUFFER,this.handle),t.viewport(0,0,this._shape[0],this._shape[1])}},v.dispose=function(){if(!this._destroyed){this._destroyed=!0;var t=this.gl;t.deleteFramebuffer(this.handle),this.handle=null,this.depth&&(this.depth.dispose(),this.depth=null),this._depth_rb&&(t.deleteRenderbuffer(this._depth_rb),this._depth_rb=null);for(var e=0;e<this.color.length;++e)this.color[e].dispose(),this.color[e]=null;this._color_rb&&(t.deleteRenderbuffer(this._color_rb),this._color_rb=null)}}},3530:function(t,e,r){var n=r(8974).sprintf,i=r(6603),a=r(9365),o=r(8008);t.exports=function(t,e,r){\"use strict\";var s=a(e)||\"of unknown name (see npm glsl-shader-name)\",l=\"unknown type\";void 0!==r&&(l=r===i.FRAGMENT_SHADER?\"fragment\":\"vertex\");for(var u=n(\"Error compiling %s shader %s:\\n\",l,s),c=n(\"%s%s\",u,t),f=t.split(\"\\n\"),h={},p=0;p<f.length;p++){var d=f[p];if(\"\"!==d&&\"\\0\"!==d){var v=parseInt(d.split(\":\")[2]);if(isNaN(v))throw new Error(n(\"Could not parse error: %s\",d));h[v]=d}}var g=o(e).split(\"\\n\");for(p=0;p<g.length;p++)if((h[p+3]||h[p+2]||h[p+1])&&(u+=g[p]+\"\\n\",h[p+1])){var y=h[p+1];y=y.substr(y.split(\":\",3).join(\":\").length+1).trim(),u+=n(\"^^^ %s\\n\\n\",y)}return{long:u.trim(),short:c.trim()}}},6386:function(t,e,r){\"use strict\";t.exports=function(t,e){var r=t.gl,n=new u(t,o(r,l.vertex,l.fragment),o(r,l.pickVertex,l.pickFragment),s(r),s(r),s(r),s(r));return n.update(e),t.addObject(n),n};var n=r(5070),i=r(9560),a=r(5306),o=r(5158),s=r(5827),l=r(1292);function u(t,e,r,n,i,a,o){this.plot=t,this.shader=e,this.pickShader=r,this.positionBuffer=n,this.weightBuffer=i,this.colorBuffer=a,this.idBuffer=o,this.xData=[],this.yData=[],this.shape=[0,0],this.bounds=[1/0,1/0,-1/0,-1/0],this.pickOffset=0}var c,f=u.prototype,h=[0,0,1,0,0,1,1,0,1,1,0,1];f.draw=(c=[1,0,0,0,1,0,0,0,1],function(){var t=this.plot,e=this.shader,r=this.bounds,n=this.numVertices;if(!(n<=0)){var i=t.gl,a=t.dataBox,o=r[2]-r[0],s=r[3]-r[1],l=a[2]-a[0],u=a[3]-a[1];c[0]=2*o/l,c[4]=2*s/u,c[6]=2*(r[0]-a[0])/l-1,c[7]=2*(r[1]-a[1])/u-1,e.bind();var f=e.uniforms;f.viewTransform=c,f.shape=this.shape;var h=e.attributes;this.positionBuffer.bind(),h.position.pointer(),this.weightBuffer.bind(),h.weight.pointer(i.UNSIGNED_BYTE,!1),this.colorBuffer.bind(),h.color.pointer(i.UNSIGNED_BYTE,!0),i.drawArrays(i.TRIANGLES,0,n)}}),f.drawPick=function(){var t=[1,0,0,0,1,0,0,0,1],e=[0,0,0,0];return function(r){var n=this.plot,i=this.pickShader,a=this.bounds,o=this.numVertices;if(!(o<=0)){var s=n.gl,l=n.dataBox,u=a[2]-a[0],c=a[3]-a[1],f=l[2]-l[0],h=l[3]-l[1];t[0]=2*u/f,t[4]=2*c/h,t[6]=2*(a[0]-l[0])/f-1,t[7]=2*(a[1]-l[1])/h-1;for(var p=0;p<4;++p)e[p]=r>>8*p&255;this.pickOffset=r,i.bind();var d=i.uniforms;d.viewTransform=t,d.pickOffset=e,d.shape=this.shape;var v=i.attributes;return this.positionBuffer.bind(),v.position.pointer(),this.weightBuffer.bind(),v.weight.pointer(s.UNSIGNED_BYTE,!1),this.idBuffer.bind(),v.pickId.pointer(s.UNSIGNED_BYTE,!1),s.drawArrays(s.TRIANGLES,0,o),r+this.shape[0]*this.shape[1]}}}(),f.pick=function(t,e,r){var n=this.pickOffset,i=this.shape[0]*this.shape[1];if(r<n||r>=n+i)return null;var a=r-n,o=this.xData,s=this.yData;return{object:this,pointId:a,dataCoord:[o[a%this.shape[0]],s[a/this.shape[0]|0]]}},f.update=function(t){var e=(t=t||{}).shape||[0,0],r=t.x||i(e[0]),o=t.y||i(e[1]),s=t.z||new Float32Array(e[0]*e[1]),l=!1!==t.zsmooth;this.xData=r,this.yData=o;var u,c,f,p,d=t.colorLevels||[0],v=t.colorValues||[0,0,0,1],g=d.length,y=this.bounds;l?(u=y[0]=r[0],c=y[1]=o[0],f=y[2]=r[r.length-1],p=y[3]=o[o.length-1]):(u=y[0]=r[0]+(r[1]-r[0])/2,c=y[1]=o[0]+(o[1]-o[0])/2,f=y[2]=r[r.length-1]+(r[r.length-1]-r[r.length-2])/2,p=y[3]=o[o.length-1]+(o[o.length-1]-o[o.length-2])/2);var m=1/(f-u),x=1/(p-c),b=e[0],_=e[1];this.shape=[b,_];var w=(l?(b-1)*(_-1):b*_)*(h.length>>>1);this.numVertices=w;for(var T=a.mallocUint8(4*w),k=a.mallocFloat32(2*w),A=a.mallocUint8(2*w),M=a.mallocUint32(w),S=0,E=l?b-1:b,L=l?_-1:_,C=0;C<L;++C){var P,O;l?(P=x*(o[C]-c),O=x*(o[C+1]-c)):(P=C<_-1?x*(o[C]-(o[C+1]-o[C])/2-c):x*(o[C]-(o[C]-o[C-1])/2-c),O=C<_-1?x*(o[C]+(o[C+1]-o[C])/2-c):x*(o[C]+(o[C]-o[C-1])/2-c));for(var I=0;I<E;++I){var D,z;l?(D=m*(r[I]-u),z=m*(r[I+1]-u)):(D=I<b-1?m*(r[I]-(r[I+1]-r[I])/2-u):m*(r[I]-(r[I]-r[I-1])/2-u),z=I<b-1?m*(r[I]+(r[I+1]-r[I])/2-u):m*(r[I]+(r[I]-r[I-1])/2-u));for(var R=0;R<h.length;R+=2){var F,B,N,j,U=h[R],V=h[R+1],H=s[l?(C+V)*b+(I+U):C*b+I],q=n.le(d,H);if(q<0)F=v[0],B=v[1],N=v[2],j=v[3];else if(q===g-1)F=v[4*g-4],B=v[4*g-3],N=v[4*g-2],j=v[4*g-1];else{var G=(H-d[q])/(d[q+1]-d[q]),Z=1-G,Y=4*q,W=4*(q+1);F=Z*v[Y]+G*v[W],B=Z*v[Y+1]+G*v[W+1],N=Z*v[Y+2]+G*v[W+2],j=Z*v[Y+3]+G*v[W+3]}T[4*S]=255*F,T[4*S+1]=255*B,T[4*S+2]=255*N,T[4*S+3]=255*j,k[2*S]=.5*D+.5*z,k[2*S+1]=.5*P+.5*O,A[2*S]=U,A[2*S+1]=V,M[S]=C*b+I,S+=1}}}this.positionBuffer.update(k),this.weightBuffer.update(A),this.colorBuffer.update(T),this.idBuffer.update(M),a.free(k),a.free(T),a.free(A),a.free(M)},f.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBuffer.dispose(),this.weightBuffer.dispose(),this.colorBuffer.dispose(),this.idBuffer.dispose(),this.plot.removeObject(this)}},1292:function(t,e,r){\"use strict\";var n=r(6832);t.exports={fragment:n([\"precision lowp float;\\n#define GLSLIFY 1\\nvarying vec4 fragColor;\\nvoid main() {\\n  gl_FragColor = vec4(fragColor.rgb * fragColor.a, fragColor.a);\\n}\\n\"]),vertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 color;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  fragColor = color;\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"]),pickFragment:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nuniform vec2 shape;\\nuniform vec4 pickOffset;\\n\\nvoid main() {\\n  vec2 d = step(.5, vWeight);\\n  vec4 id = fragId + pickOffset;\\n  id.x += d.x + d.y*shape.x;\\n\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  gl_FragColor = id/255.;\\n}\\n\"]),pickVertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nvoid main() {\\n  vWeight = weight;\\n\\n  fragId = pickId;\\n\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"])}},248:function(t,e,r){var n=r(6832),i=r(5158),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, nextPosition;\\nattribute float arcLength, lineWidth;\\nattribute vec4 color;\\n\\nuniform vec2 screenShape;\\nuniform float pixelRatio;\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 fragColor;\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  vec4 startPoint = project(position);\\n  vec4 endPoint   = project(nextPosition);\\n\\n  vec2 A = startPoint.xy / startPoint.w;\\n  vec2 B =   endPoint.xy /   endPoint.w;\\n\\n  float clipAngle = atan(\\n    (B.y - A.y) * screenShape.y,\\n    (B.x - A.x) * screenShape.x\\n  );\\n\\n  vec2 offset = 0.5 * pixelRatio * lineWidth * vec2(\\n    sin(clipAngle),\\n    -cos(clipAngle)\\n  ) / screenShape;\\n\\n  gl_Position = vec4(startPoint.xy + startPoint.w * offset, startPoint.zw);\\n\\n  worldPosition = position;\\n  pixelArcLength = arcLength;\\n  fragColor = color;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3      clipBounds[2];\\nuniform sampler2D dashTexture;\\nuniform float     dashScale;\\nuniform float     opacity;\\n\\nvarying vec3    worldPosition;\\nvarying float   pixelArcLength;\\nvarying vec4    fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], worldPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  float dashWeight = texture2D(dashTexture, vec2(dashScale * pixelArcLength, 0)).r;\\n  if(dashWeight < 0.5) {\\n    discard;\\n  }\\n  gl_FragColor = fragColor * opacity;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\n#define FLOAT_MAX  1.70141184e38\\n#define FLOAT_MIN  1.17549435e-38\\n\\n// https://github.com/mikolalysenko/glsl-read-float/blob/master/index.glsl\\nvec4 packFloat(float v) {\\n  float av = abs(v);\\n\\n  //Handle special cases\\n  if(av < FLOAT_MIN) {\\n    return vec4(0.0, 0.0, 0.0, 0.0);\\n  } else if(v > FLOAT_MAX) {\\n    return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\\n  } else if(v < -FLOAT_MAX) {\\n    return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\\n  }\\n\\n  vec4 c = vec4(0,0,0,0);\\n\\n  //Compute exponent and mantissa\\n  float e = floor(log2(av));\\n  float m = av * pow(2.0, -e) - 1.0;\\n\\n  //Unpack mantissa\\n  c[1] = floor(128.0 * m);\\n  m -= c[1] / 128.0;\\n  c[2] = floor(32768.0 * m);\\n  m -= c[2] / 32768.0;\\n  c[3] = floor(8388608.0 * m);\\n\\n  //Unpack exponent\\n  float ebias = e + 127.0;\\n  c[0] = floor(ebias / 2.0);\\n  ebias -= c[0] * 2.0;\\n  c[1] += floor(ebias) * 128.0;\\n\\n  //Unpack sign bit\\n  c[0] += 128.0 * step(0.0, -v);\\n\\n  //Scale back to range\\n  return c / 255.0;\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform float pickId;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], worldPosition)) discard;\\n\\n  gl_FragColor = vec4(pickId/255.0, packFloat(pixelArcLength).xyz);\\n}\"]),l=[{name:\"position\",type:\"vec3\"},{name:\"nextPosition\",type:\"vec3\"},{name:\"arcLength\",type:\"float\"},{name:\"lineWidth\",type:\"float\"},{name:\"color\",type:\"vec4\"}];e.createShader=function(t){return i(t,a,o,null,l)},e.createPickShader=function(t){return i(t,a,s,null,l)}},6086:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl||t.scene&&t.scene.gl,r=f(e);r.attributes.position.location=0,r.attributes.nextPosition.location=1,r.attributes.arcLength.location=2,r.attributes.lineWidth.location=3,r.attributes.color.location=4;var o=h(e);o.attributes.position.location=0,o.attributes.nextPosition.location=1,o.attributes.arcLength.location=2,o.attributes.lineWidth.location=3,o.attributes.color.location=4;for(var s=n(e),l=i(e,[{buffer:s,size:3,offset:0,stride:48},{buffer:s,size:3,offset:12,stride:48},{buffer:s,size:1,offset:24,stride:48},{buffer:s,size:1,offset:28,stride:48},{buffer:s,size:4,offset:32,stride:48}]),c=u(new Array(1024),[256,1,4]),p=0;p<1024;++p)c.data[p]=255;var d=a(e,c);d.wrap=e.REPEAT;var v=new y(e,r,o,s,l,d);return v.update(t),v};var n=r(5827),i=r(2944),a=r(8931),o=new Uint8Array(4),s=new Float32Array(o.buffer),l=r(5070),u=r(5050),c=r(248),f=c.createShader,h=c.createPickShader,p=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function d(t,e){for(var r=0,n=0;n<3;++n){var i=t[n]-e[n];r+=i*i}return Math.sqrt(r)}function v(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r<3;++r)e[0][r]=Math.max(t[0][r],e[0][r]),e[1][r]=Math.min(t[1][r],e[1][r]);return e}function g(t,e,r,n){this.arcLength=t,this.position=e,this.index=r,this.dataCoordinate=n}function y(t,e,r,n,i,a){this.gl=t,this.shader=e,this.pickShader=r,this.buffer=n,this.vao=i,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.points=[],this.arcLength=[],this.vertexCount=0,this.bounds=[[0,0,0],[0,0,0]],this.pickId=0,this.lineWidth=1,this.texture=a,this.dashScale=1,this.opacity=1,this.hasAlpha=!1,this.dirty=!0,this.pixelRatio=1}var m=y.prototype;m.isTransparent=function(){return this.hasAlpha},m.isOpaque=function(){return!this.hasAlpha},m.pickSlots=1,m.setPickBase=function(t){this.pickId=t},m.drawTransparent=m.draw=function(t){if(this.vertexCount){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,clipBounds:v(this.clipBounds),dashTexture:this.texture.bind(),dashScale:this.dashScale/this.arcLength[this.arcLength.length-1],opacity:this.opacity,screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},m.drawPick=function(t){if(this.vertexCount){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,pickId:this.pickId,clipBounds:v(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},m.update=function(t){var e,r;this.dirty=!0;var n=!!t.connectGaps;\"dashScale\"in t&&(this.dashScale=t.dashScale),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var i=[],a=[],o=[],s=0,c=0,f=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],h=t.position||t.positions;if(h){var p=t.color||t.colors||[0,0,0,1],v=t.lineWidth||1,g=!1;t:for(e=1;e<h.length;++e){var y,m,x,b=h[e-1],_=h[e];for(a.push(s),o.push(b.slice()),r=0;r<3;++r){if(isNaN(b[r])||isNaN(_[r])||!isFinite(b[r])||!isFinite(_[r])){if(!n&&i.length>0){for(var w=0;w<24;++w)i.push(i[i.length-12]);c+=2,g=!0}continue t}f[0][r]=Math.min(f[0][r],b[r],_[r]),f[1][r]=Math.max(f[1][r],b[r],_[r])}Array.isArray(p[0])?(y=p.length>e-1?p[e-1]:p.length>0?p[p.length-1]:[0,0,0,1],m=p.length>e?p[e]:p.length>0?p[p.length-1]:[0,0,0,1]):y=m=p,3===y.length&&(y=[y[0],y[1],y[2],1]),3===m.length&&(m=[m[0],m[1],m[2],1]),!this.hasAlpha&&y[3]<1&&(this.hasAlpha=!0),x=Array.isArray(v)?v.length>e-1?v[e-1]:v.length>0?v[v.length-1]:[0,0,0,1]:v;var T=s;if(s+=d(b,_),g){for(r=0;r<2;++r)i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,y[0],y[1],y[2],y[3]);c+=2,g=!1}i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,y[0],y[1],y[2],y[3],b[0],b[1],b[2],_[0],_[1],_[2],T,-x,y[0],y[1],y[2],y[3],_[0],_[1],_[2],b[0],b[1],b[2],s,-x,m[0],m[1],m[2],m[3],_[0],_[1],_[2],b[0],b[1],b[2],s,x,m[0],m[1],m[2],m[3]),c+=4}}if(this.buffer.update(i),a.push(s),o.push(h[h.length-1].slice()),this.bounds=f,this.vertexCount=c,this.points=o,this.arcLength=a,\"dashes\"in t){var k=t.dashes.slice();for(k.unshift(0),e=1;e<k.length;++e)k[e]=k[e-1]+k[e];var A=u(new Array(1024),[256,1,4]);for(e=0;e<256;++e){for(r=0;r<4;++r)A.set(e,0,r,0);1&l.le(k,k[k.length-1]*e/255)?A.set(e,0,0,0):A.set(e,0,0,255)}this.texture.setPixels(A)}},m.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()},m.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=function(t,e,r,n){return o[0]=0,o[1]=r,o[2]=e,o[3]=t,s[0]}(t.value[0],t.value[1],t.value[2]),r=l.le(this.arcLength,e);if(r<0)return null;if(r===this.arcLength.length-1)return new g(this.arcLength[this.arcLength.length-1],this.points[this.points.length-1].slice(),r);for(var n=this.points[r],i=this.points[Math.min(r+1,this.points.length-1)],a=(e-this.arcLength[r])/(this.arcLength[r+1]-this.arcLength[r]),u=1-a,c=[0,0,0],f=0;f<3;++f)c[f]=u*n[f]+a*i[f];var h=Math.min(a<.5?r:r+1,this.points.length-1);return new g(e,c,h,this.points[h])}},7332:function(t){t.exports=function(t){var e=new Float32Array(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e}},9823:function(t){t.exports=function(){var t=new Float32Array(16);return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},7787:function(t){t.exports=function(t){var e=t[0],r=t[1],n=t[2],i=t[3],a=t[4],o=t[5],s=t[6],l=t[7],u=t[8],c=t[9],f=t[10],h=t[11],p=t[12],d=t[13],v=t[14],g=t[15];return(e*o-r*a)*(f*g-h*v)-(e*s-n*a)*(c*g-h*d)+(e*l-i*a)*(c*v-f*d)+(r*s-n*o)*(u*g-h*p)-(r*l-i*o)*(u*v-f*p)+(n*l-i*s)*(u*d-c*p)}},5950:function(t){t.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=r+r,s=n+n,l=i+i,u=r*o,c=n*o,f=n*s,h=i*o,p=i*s,d=i*l,v=a*o,g=a*s,y=a*l;return t[0]=1-f-d,t[1]=c+y,t[2]=h-g,t[3]=0,t[4]=c-y,t[5]=1-u-d,t[6]=p+v,t[7]=0,t[8]=h+g,t[9]=p-v,t[10]=1-u-f,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},7280:function(t){t.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=n+n,l=i+i,u=a+a,c=n*s,f=n*l,h=n*u,p=i*l,d=i*u,v=a*u,g=o*s,y=o*l,m=o*u;return t[0]=1-(p+v),t[1]=f+m,t[2]=h-y,t[3]=0,t[4]=f-m,t[5]=1-(c+v),t[6]=d+g,t[7]=0,t[8]=h+y,t[9]=d-g,t[10]=1-(c+p),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}},9947:function(t){t.exports=function(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},7437:function(t){t.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=e[4],s=e[5],l=e[6],u=e[7],c=e[8],f=e[9],h=e[10],p=e[11],d=e[12],v=e[13],g=e[14],y=e[15],m=r*s-n*o,x=r*l-i*o,b=r*u-a*o,_=n*l-i*s,w=n*u-a*s,T=i*u-a*l,k=c*v-f*d,A=c*g-h*d,M=c*y-p*d,S=f*g-h*v,E=f*y-p*v,L=h*y-p*g,C=m*L-x*E+b*S+_*M-w*A+T*k;return C?(C=1/C,t[0]=(s*L-l*E+u*S)*C,t[1]=(i*E-n*L-a*S)*C,t[2]=(v*T-g*w+y*_)*C,t[3]=(h*w-f*T-p*_)*C,t[4]=(l*M-o*L-u*A)*C,t[5]=(r*L-i*M+a*A)*C,t[6]=(g*b-d*T-y*x)*C,t[7]=(c*T-h*b+p*x)*C,t[8]=(o*E-s*M+u*k)*C,t[9]=(n*M-r*E-a*k)*C,t[10]=(d*w-v*b+y*m)*C,t[11]=(f*b-c*w-p*m)*C,t[12]=(s*A-o*S-l*k)*C,t[13]=(r*S-n*A+i*k)*C,t[14]=(v*x-d*_-g*m)*C,t[15]=(c*_-f*x+h*m)*C,t):null}},3012:function(t,e,r){var n=r(9947);t.exports=function(t,e,r,i){var a,o,s,l,u,c,f,h,p,d,v=e[0],g=e[1],y=e[2],m=i[0],x=i[1],b=i[2],_=r[0],w=r[1],T=r[2];return Math.abs(v-_)<1e-6&&Math.abs(g-w)<1e-6&&Math.abs(y-T)<1e-6?n(t):(f=v-_,h=g-w,p=y-T,a=x*(p*=d=1/Math.sqrt(f*f+h*h+p*p))-b*(h*=d),o=b*(f*=d)-m*p,s=m*h-x*f,(d=Math.sqrt(a*a+o*o+s*s))?(a*=d=1/d,o*=d,s*=d):(a=0,o=0,s=0),l=h*s-p*o,u=p*a-f*s,c=f*o-h*a,(d=Math.sqrt(l*l+u*u+c*c))?(l*=d=1/d,u*=d,c*=d):(l=0,u=0,c=0),t[0]=a,t[1]=l,t[2]=f,t[3]=0,t[4]=o,t[5]=u,t[6]=h,t[7]=0,t[8]=s,t[9]=c,t[10]=p,t[11]=0,t[12]=-(a*v+o*g+s*y),t[13]=-(l*v+u*g+c*y),t[14]=-(f*v+h*g+p*y),t[15]=1,t)}},104:function(t){t.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],u=e[6],c=e[7],f=e[8],h=e[9],p=e[10],d=e[11],v=e[12],g=e[13],y=e[14],m=e[15],x=r[0],b=r[1],_=r[2],w=r[3];return t[0]=x*n+b*s+_*f+w*v,t[1]=x*i+b*l+_*h+w*g,t[2]=x*a+b*u+_*p+w*y,t[3]=x*o+b*c+_*d+w*m,x=r[4],b=r[5],_=r[6],w=r[7],t[4]=x*n+b*s+_*f+w*v,t[5]=x*i+b*l+_*h+w*g,t[6]=x*a+b*u+_*p+w*y,t[7]=x*o+b*c+_*d+w*m,x=r[8],b=r[9],_=r[10],w=r[11],t[8]=x*n+b*s+_*f+w*v,t[9]=x*i+b*l+_*h+w*g,t[10]=x*a+b*u+_*p+w*y,t[11]=x*o+b*c+_*d+w*m,x=r[12],b=r[13],_=r[14],w=r[15],t[12]=x*n+b*s+_*f+w*v,t[13]=x*i+b*l+_*h+w*g,t[14]=x*a+b*u+_*p+w*y,t[15]=x*o+b*c+_*d+w*m,t}},5268:function(t){t.exports=function(t,e,r,n,i,a,o){var s=1/(e-r),l=1/(n-i),u=1/(a-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*u,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(o+a)*u,t[15]=1,t}},1120:function(t){t.exports=function(t,e,r,n,i){var a=1/Math.tan(e/2),o=1/(n-i);return t[0]=a/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=a,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=(i+n)*o,t[11]=-1,t[12]=0,t[13]=0,t[14]=2*i*n*o,t[15]=0,t}},4422:function(t){t.exports=function(t,e,r,n){var i,a,o,s,l,u,c,f,h,p,d,v,g,y,m,x,b,_,w,T,k,A,M,S,E=n[0],L=n[1],C=n[2],P=Math.sqrt(E*E+L*L+C*C);return Math.abs(P)<1e-6?null:(E*=P=1/P,L*=P,C*=P,i=Math.sin(r),o=1-(a=Math.cos(r)),s=e[0],l=e[1],u=e[2],c=e[3],f=e[4],h=e[5],p=e[6],d=e[7],v=e[8],g=e[9],y=e[10],m=e[11],x=E*E*o+a,b=L*E*o+C*i,_=C*E*o-L*i,w=E*L*o-C*i,T=L*L*o+a,k=C*L*o+E*i,A=E*C*o+L*i,M=L*C*o-E*i,S=C*C*o+a,t[0]=s*x+f*b+v*_,t[1]=l*x+h*b+g*_,t[2]=u*x+p*b+y*_,t[3]=c*x+d*b+m*_,t[4]=s*w+f*T+v*k,t[5]=l*w+h*T+g*k,t[6]=u*w+p*T+y*k,t[7]=c*w+d*T+m*k,t[8]=s*A+f*M+v*S,t[9]=l*A+h*M+g*S,t[10]=u*A+p*M+y*S,t[11]=c*A+d*M+m*S,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t)}},6109:function(t){t.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[4],o=e[5],s=e[6],l=e[7],u=e[8],c=e[9],f=e[10],h=e[11];return e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[4]=a*i+u*n,t[5]=o*i+c*n,t[6]=s*i+f*n,t[7]=l*i+h*n,t[8]=u*i-a*n,t[9]=c*i-o*n,t[10]=f*i-s*n,t[11]=h*i-l*n,t}},7115:function(t){t.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],u=e[8],c=e[9],f=e[10],h=e[11];return e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[0]=a*i-u*n,t[1]=o*i-c*n,t[2]=s*i-f*n,t[3]=l*i-h*n,t[8]=a*n+u*i,t[9]=o*n+c*i,t[10]=s*n+f*i,t[11]=l*n+h*i,t}},5240:function(t){t.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],u=e[4],c=e[5],f=e[6],h=e[7];return e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[0]=a*i+u*n,t[1]=o*i+c*n,t[2]=s*i+f*n,t[3]=l*i+h*n,t[4]=u*i-a*n,t[5]=c*i-o*n,t[6]=f*i-s*n,t[7]=h*i-l*n,t}},3668:function(t){t.exports=function(t,e,r){var n=r[0],i=r[1],a=r[2];return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*i,t[5]=e[5]*i,t[6]=e[6]*i,t[7]=e[7]*i,t[8]=e[8]*a,t[9]=e[9]*a,t[10]=e[10]*a,t[11]=e[11]*a,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},998:function(t){t.exports=function(t,e,r){var n,i,a,o,s,l,u,c,f,h,p,d,v=r[0],g=r[1],y=r[2];return e===t?(t[12]=e[0]*v+e[4]*g+e[8]*y+e[12],t[13]=e[1]*v+e[5]*g+e[9]*y+e[13],t[14]=e[2]*v+e[6]*g+e[10]*y+e[14],t[15]=e[3]*v+e[7]*g+e[11]*y+e[15]):(n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],u=e[6],c=e[7],f=e[8],h=e[9],p=e[10],d=e[11],t[0]=n,t[1]=i,t[2]=a,t[3]=o,t[4]=s,t[5]=l,t[6]=u,t[7]=c,t[8]=f,t[9]=h,t[10]=p,t[11]=d,t[12]=n*v+s*g+f*y+e[12],t[13]=i*v+l*g+h*y+e[13],t[14]=a*v+u*g+p*y+e[14],t[15]=o*v+c*g+d*y+e[15]),t}},2142:function(t){t.exports=function(t,e){if(t===e){var r=e[1],n=e[2],i=e[3],a=e[6],o=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=r,t[6]=e[9],t[7]=e[13],t[8]=n,t[9]=a,t[11]=e[14],t[12]=i,t[13]=o,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},4340:function(t,e,r){\"use strict\";var n=r(957),i=r(7309);function a(t,e){for(var r=[0,0,0,0],n=0;n<4;++n)for(var i=0;i<4;++i)r[i]+=t[4*n+i]*e[n];return r}function o(t,e,r,n,i){for(var o=a(n,a(r,a(e,[t[0],t[1],t[2],1]))),s=0;s<3;++s)o[s]/=o[3];return[.5*i[0]*(1+o[0]),.5*i[1]*(1-o[1])]}function s(t,e){for(var r=[0,0,0],n=0;n<t.length;++n)for(var i=t[n],a=e[n],o=0;o<3;++o)r[o]+=a*i[o];return r}t.exports=function(t,e,r,a,l,u){if(1===t.length)return[0,t[0].slice()];for(var c=new Array(t.length),f=0;f<t.length;++f)c[f]=o(t[f],r,a,l,u);var h=0,p=1/0;for(f=0;f<c.length;++f){for(var d=0,v=0;v<2;++v)d+=Math.pow(c[f][v]-e[v],2);d<p&&(p=d,h=f)}var g=function(t,e){if(2===t.length){for(var r=0,a=0,o=0;o<2;++o)r+=Math.pow(e[o]-t[0][o],2),a+=Math.pow(e[o]-t[1][o],2);return(r=Math.sqrt(r))+(a=Math.sqrt(a))<1e-6?[1,0]:[a/(r+a),r/(a+r)]}if(3===t.length){var s=[0,0];return i(t[0],t[1],t[2],e,s),n(t,s)}return[]}(c,e),y=0;for(f=0;f<3;++f){if(g[f]<-.001||g[f]>1.0001)return null;y+=g[f]}return Math.abs(y-1)>.001?null:[h,s(t,g),g]}},2056:function(t,e,r){var n=r(6832),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, normal;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model\\n           , view\\n           , projection\\n           , inverseModel;\\nuniform vec3 eyePosition\\n           , lightPosition;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  gl_Position      = project(position);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * vec4(position , 1.0);\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal  = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  f_color          = color;\\n  f_data           = position;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\n//#pragma glslify: beckmann = require(glsl-specular-beckmann) // used in gl-surface3d\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness\\n            , fresnel\\n            , kambient\\n            , kdiffuse\\n            , kspecular;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (f_color.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], f_data)\\n  ) discard;\\n\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  //float specular = max(0.0, beckmann(L, V, N, roughness)); // used in gl-surface3d\\n\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = vec4(f_color.rgb, 1.0) * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * f_color.a;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_color = color;\\n  f_data  = position;\\n  f_uv    = uv;\\n}\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_data)) discard;\\n\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\nattribute float pointSize;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0 ,0.0 ,0.0);\\n  } else {\\n    gl_Position = projection * view * model * vec4(position, 1.0);\\n  }\\n  gl_PointSize = pointSize;\\n  f_color = color;\\n  f_uv = uv;\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  vec2 pointR = gl_PointCoord.xy - vec2(0.5, 0.5);\\n  if(dot(pointR, pointR) > 0.25) {\\n    discard;\\n  }\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_id        = id;\\n  f_position  = position;\\n}\"]),f=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]),h=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3  position;\\nattribute float pointSize;\\nattribute vec4  id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0, 0.0, 0.0);\\n  } else {\\n    gl_Position  = projection * view * model * vec4(position, 1.0);\\n    gl_PointSize = pointSize;\\n  }\\n  f_id         = id;\\n  f_position   = position;\\n}\"]),p=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n}\"]),d=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec3 contourColor;\\n\\nvoid main() {\\n  gl_FragColor = vec4(contourColor, 1.0);\\n}\\n\"]);e.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},e.wireShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},e.pointShader={vertex:l,fragment:u,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"pointSize\",type:\"float\"}]},e.pickShader={vertex:c,fragment:f,attributes:[{name:\"position\",type:\"vec3\"},{name:\"id\",type:\"vec4\"}]},e.pointPickShader={vertex:h,fragment:f,attributes:[{name:\"position\",type:\"vec3\"},{name:\"pointSize\",type:\"float\"},{name:\"id\",type:\"vec4\"}]},e.contourShader={vertex:p,fragment:d,attributes:[{name:\"position\",type:\"vec3\"}]}},8116:function(t,e,r){\"use strict\";var n=r(5158),i=r(5827),a=r(2944),o=r(8931),s=r(115),l=r(104),u=r(7437),c=r(5050),f=r(9156),h=r(7212),p=r(5306),d=r(2056),v=r(4340),g=d.meshShader,y=d.wireShader,m=d.pointShader,x=d.pickShader,b=d.pointPickShader,_=d.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function T(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v,g,y,m,x,b,_,T,k,A,M,S){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.lineShader=n,this.pointShader=i,this.pickShader=a,this.pointPickShader=o,this.contourShader=s,this.trianglePositions=l,this.triangleColors=c,this.triangleNormals=h,this.triangleUVs=f,this.triangleIds=u,this.triangleVAO=p,this.triangleCount=0,this.lineWidth=1,this.edgePositions=d,this.edgeColors=g,this.edgeUVs=y,this.edgeIds=v,this.edgeVAO=m,this.edgeCount=0,this.pointPositions=x,this.pointColors=_,this.pointUVs=T,this.pointSizes=k,this.pointIds=b,this.pointVAO=A,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=M,this.contourVAO=S,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickVertex=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.hasAlpha=!1,this.opacityscale=!1,this._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var k=T.prototype;function A(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}function M(t){var e=n(t,m.vertex,m.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.pointSize.location=4,e}function S(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function E(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function L(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e}k.isOpaque=function(){return!this.hasAlpha},k.isTransparent=function(){return this.hasAlpha},k.pickSlots=1,k.setPickBase=function(t){this.pickId=t},k.highlight=function(t){if(t&&this.contourEnable){for(var e=h(this.cells,this.intensity,t.intensity),r=e.cells,n=e.vertexIds,i=e.vertexWeights,a=r.length,o=p.mallocFloat32(6*a),s=0,l=0;l<a;++l)for(var u=r[l],c=0;c<2;++c){var f=u[0];2===u.length&&(f=u[c]);for(var d=n[f][0],v=n[f][1],g=i[f],y=1-g,m=this.positions[d],x=this.positions[v],b=0;b<3;++b)o[s++]=g*m[b]+y*x[b]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),p.free(o)}else this.contourCount=0},k.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"contourEnable\"in t&&(this.contourEnable=t.contourEnable),\"contourColor\"in t&&(this.contourColor=t.contourColor),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=t.opacity,this.opacity<1&&(this.hasAlpha=!0)),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale,this.hasAlpha=!0),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t,e){for(var r=f({colormap:t,nshades:256,format:\"rgba\"}),n=new Uint8Array(1024),i=0;i<256;++i){for(var a=r[i],o=0;o<3;++o)n[4*i+o]=a[o];n[4*i+3]=e?255*A(i/255,e):255*a[3]}return c(n,[256,256,4],[4,0,1])}(t.colormap,this.opacityscale)),this.texture.generateMipmap());var r=t.cells,n=t.positions;if(n&&r){var i=[],a=[],l=[],u=[],h=[],p=[],d=[],v=[],g=[],y=[],m=[],x=[],b=[],_=[];this.cells=r,this.positions=n;var w=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,M=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&&!T&&(T=s.faceNormals(r,n,M)),T||w||(w=s.vertexNormals(r,n,k));var S=t.vertexColors,E=t.cellColors,L=t.meshColor||[1,1,1,1],C=t.vertexUVs,P=t.vertexIntensity,O=t.cellUVs,I=t.cellIntensity,D=1/0,z=-1/0;if(!C&&!O)if(P)if(t.vertexIntensityBounds)D=+t.vertexIntensityBounds[0],z=+t.vertexIntensityBounds[1];else for(var R=0;R<P.length;++R){var F=P[R];D=Math.min(D,F),z=Math.max(z,F)}else if(I)if(t.cellIntensityBounds)D=+t.cellIntensityBounds[0],z=+t.cellIntensityBounds[1];else for(R=0;R<I.length;++R)F=I[R],D=Math.min(D,F),z=Math.max(z,F);else for(R=0;R<n.length;++R)F=n[R][2],D=Math.min(D,F),z=Math.max(z,F);this.intensity=P||I||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.pickVertex=!(I||E);var B=t.pointSizes,N=t.pointSize||1;for(this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],R=0;R<n.length;++R)for(var j=n[R],U=0;U<3;++U)!isNaN(j[U])&&isFinite(j[U])&&(this.bounds[0][U]=Math.min(this.bounds[0][U],j[U]),this.bounds[1][U]=Math.max(this.bounds[1][U],j[U]));var V=0,H=0,q=0;t:for(R=0;R<r.length;++R){var G=r[R];switch(G.length){case 1:for(j=n[Y=G[0]],U=0;U<3;++U)if(isNaN(j[U])||!isFinite(j[U]))continue t;y.push(j[0],j[1],j[2]),W=S?S[Y]:E?E[R]:L,this.opacityscale&&P?a.push(W[0],W[1],W[2],this.opacity*A((P[Y]-D)/(z-D),this.opacityscale)):3===W.length?m.push(W[0],W[1],W[2],this.opacity):(m.push(W[0],W[1],W[2],W[3]*this.opacity),W[3]<1&&(this.hasAlpha=!0)),X=C?C[Y]:P?[(P[Y]-D)/(z-D),0]:O?O[R]:I?[(I[R]-D)/(z-D),0]:[(j[2]-D)/(z-D),0],x.push(X[0],X[1]),B?b.push(B[Y]):b.push(N),_.push(R),q+=1;break;case 2:for(U=0;U<2;++U){j=n[Y=G[U]];for(var Z=0;Z<3;++Z)if(isNaN(j[Z])||!isFinite(j[Z]))continue t}for(U=0;U<2;++U)j=n[Y=G[U]],p.push(j[0],j[1],j[2]),W=S?S[Y]:E?E[R]:L,this.opacityscale&&P?a.push(W[0],W[1],W[2],this.opacity*A((P[Y]-D)/(z-D),this.opacityscale)):3===W.length?d.push(W[0],W[1],W[2],this.opacity):(d.push(W[0],W[1],W[2],W[3]*this.opacity),W[3]<1&&(this.hasAlpha=!0)),X=C?C[Y]:P?[(P[Y]-D)/(z-D),0]:O?O[R]:I?[(I[R]-D)/(z-D),0]:[(j[2]-D)/(z-D),0],v.push(X[0],X[1]),g.push(R);H+=1;break;case 3:for(U=0;U<3;++U)for(j=n[Y=G[U]],Z=0;Z<3;++Z)if(isNaN(j[Z])||!isFinite(j[Z]))continue t;for(U=0;U<3;++U){var Y,W,X,J;j=n[Y=G[2-U]],i.push(j[0],j[1],j[2]),(W=S?S[Y]:E?E[R]:L)?this.opacityscale&&P?a.push(W[0],W[1],W[2],this.opacity*A((P[Y]-D)/(z-D),this.opacityscale)):3===W.length?a.push(W[0],W[1],W[2],this.opacity):(a.push(W[0],W[1],W[2],W[3]*this.opacity),W[3]<1&&(this.hasAlpha=!0)):a.push(.5,.5,.5,1),X=C?C[Y]:P?[(P[Y]-D)/(z-D),0]:O?O[R]:I?[(I[R]-D)/(z-D),0]:[(j[2]-D)/(z-D),0],u.push(X[0],X[1]),J=w?w[Y]:T[R],l.push(J[0],J[1],J[2]),h.push(R)}V+=1}}this.pointCount=q,this.edgeCount=H,this.triangleCount=V,this.pointPositions.update(y),this.pointColors.update(m),this.pointUVs.update(x),this.pointSizes.update(b),this.pointIds.update(new Uint32Array(_)),this.edgePositions.update(p),this.edgeColors.update(d),this.edgeUVs.update(v),this.edgeIds.update(new Uint32Array(g)),this.trianglePositions.update(i),this.triangleColors.update(a),this.triangleUVs.update(u),this.triangleNormals.update(l),this.triangleIds.update(new Uint32Array(h))}},k.drawTransparent=k.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var s={model:r,view:n,projection:i,inverseModel:w.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],contourColor:this.contourColor,texture:0};s.inverseModel=u(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var c=new Array(16);for(l(c,s.view,s.model),l(c,s.projection,c),u(c,c),o=0;o<3;++o)s.eyePosition[o]=c[12+o]/c[15];var f,h=c[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*c[4*o+3];for(o=0;o<3;++o){for(var p=c[12+o],d=0;d<3;++d)p+=c[4*d+o]*this.lightPosition[d];s.lightPosition[o]=p/h}this.triangleCount>0&&((f=this.triShader).bind(),f.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&this.lineWidth>0&&((f=this.lineShader).bind(),f.uniforms=s,this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0&&((f=this.pointShader).bind(),f.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind()),this.contourEnable&&this.contourCount>0&&this.contourLineWidth>0&&((f=this.contourShader).bind(),f.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},k.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s,l={model:r,view:n,projection:i,clipBounds:a,pickId:this.pickId/255};(s=this.pickShader).bind(),s.uniforms=l,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0&&((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},k.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;for(var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions,i=new Array(r.length),a=0;a<r.length;++a)i[a]=n[r[a]];var o=t.coord[0],s=t.coord[1];if(!this.pickVertex){var l=this.positions[r[0]],u=this.positions[r[1]],c=this.positions[r[2]],f=[(l[0]+u[0]+c[0])/3,(l[1]+u[1]+c[1])/3,(l[2]+u[2]+c[2])/3];return{_cellCenter:!0,position:[o,s],index:e,cell:r,cellId:e,intensity:this.intensity[e],dataCoordinate:f}}var h=v(i,[o*this.pixelRatio,this._resolution[1]-s*this.pixelRatio],this._model,this._view,this._projection,this._resolution);if(!h)return null;var p=h[2],d=0;for(a=0;a<r.length;++a)d+=p[a]*this.intensity[r[a]];return{position:h[1],index:r[h[0]],cell:r,cellId:e,intensity:d,dataCoordinate:this.positions[r[h[0]]]}},k.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.lineShader.dispose(),this.pointShader.dispose(),this.pickShader.dispose(),this.pointPickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleNormals.dispose(),this.triangleIds.dispose(),this.edgeVAO.dispose(),this.edgePositions.dispose(),this.edgeColors.dispose(),this.edgeUVs.dispose(),this.edgeIds.dispose(),this.pointVAO.dispose(),this.pointPositions.dispose(),this.pointColors.dispose(),this.pointUVs.dispose(),this.pointSizes.dispose(),this.pointIds.dispose(),this.contourVAO.dispose(),this.contourPositions.dispose(),this.contourShader.dispose()},t.exports=function(t,e){if(1===arguments.length&&(t=(e=t).gl),!(t.getExtension(\"OES_standard_derivatives\")||t.getExtension(\"MOZ_OES_standard_derivatives\")||t.getExtension(\"WEBKIT_OES_standard_derivatives\")))throw new Error(\"derivatives not supported\");var r=function(t){var e=n(t,g.vertex,g.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.normal.location=4,e}(t),s=function(t){var e=n(t,y.vertex,y.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}(t),l=M(t),u=S(t),f=E(t),h=L(t),p=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));p.generateMipmap(),p.minFilter=t.LINEAR_MIPMAP_LINEAR,p.magFilter=t.LINEAR;var d=i(t),v=i(t),m=i(t),x=i(t),b=i(t),_=a(t,[{buffer:d,type:t.FLOAT,size:3},{buffer:b,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:v,type:t.FLOAT,size:4},{buffer:m,type:t.FLOAT,size:2},{buffer:x,type:t.FLOAT,size:3}]),w=i(t),k=i(t),A=i(t),C=i(t),P=a(t,[{buffer:w,type:t.FLOAT,size:3},{buffer:C,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:k,type:t.FLOAT,size:4},{buffer:A,type:t.FLOAT,size:2}]),O=i(t),I=i(t),D=i(t),z=i(t),R=i(t),F=a(t,[{buffer:O,type:t.FLOAT,size:3},{buffer:R,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:I,type:t.FLOAT,size:4},{buffer:D,type:t.FLOAT,size:2},{buffer:z,type:t.FLOAT,size:1}]),B=i(t),N=new T(t,p,r,s,l,u,f,h,d,b,v,m,x,_,w,C,k,A,P,O,R,I,D,z,F,B,a(t,[{buffer:B,type:t.FLOAT,size:3}]));return N.update(e),N}},4554:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new o(t,n(e,[0,0,0,1,1,0,1,1]),i(e,a.boxVert,a.lineFrag))};var n=r(5827),i=r(5158),a=r(2709);function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,u=o.prototype;u.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},u.drawBox=(s=[0,0],l=[0,0],function(t,e,r,n,i){var a=this.plot,o=this.shader,u=a.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,o.uniforms.lo=s,o.uniforms.hi=l,o.uniforms.color=i,u.drawArrays(u.TRIANGLE_STRIP,0,4)}),u.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},3016:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new s(t,n(e),i(e,o.gridVert,o.gridFrag),i(e,o.tickVert,o.gridFrag))};var n=r(5827),i=r(5158),a=r(5070),o=r(2709);function s(t,e,r,n){this.plot=t,this.vbo=e,this.shader=r,this.tickShader=n,this.ticks=[[],[]]}function l(t,e){return t-e}var u,c,f,h,p,d=s.prototype;d.draw=(u=[0,0],c=[0,0],f=[0,0],function(){for(var t=this.plot,e=this.vbo,r=this.shader,n=this.ticks,i=t.gl,a=t._tickBounds,o=t.dataBox,s=t.viewBox,l=t.gridLineWidth,h=t.gridLineColor,p=t.gridLineEnable,d=t.pixelRatio,v=0;v<2;++v){var g=a[v],y=a[v+2]-g,m=.5*(o[v+2]+o[v]),x=o[v+2]-o[v];c[v]=2*y/x,u[v]=2*(g-m)/x}r.bind(),e.bind(),r.attributes.dataCoord.pointer(),r.uniforms.dataShift=u,r.uniforms.dataScale=c;var b=0;for(v=0;v<2;++v){f[0]=f[1]=0,f[v]=1,r.uniforms.dataAxis=f,r.uniforms.lineWidth=l[v]/(s[v+2]-s[v])*d,r.uniforms.color=h[v];var _=6*n[v].length;p[v]&&_&&i.drawArrays(i.TRIANGLES,b,_),b+=_}}),d.drawTickMarks=function(){var t=[0,0],e=[0,0],r=[1,0],n=[0,1],i=[0,0],o=[0,0];return function(){for(var s=this.plot,u=this.vbo,c=this.tickShader,f=this.ticks,h=s.gl,p=s._tickBounds,d=s.dataBox,v=s.viewBox,g=s.pixelRatio,y=s.screenBox,m=y[2]-y[0],x=y[3]-y[1],b=v[2]-v[0],_=v[3]-v[1],w=0;w<2;++w){var T=p[w],k=p[w+2]-T,A=.5*(d[w+2]+d[w]),M=d[w+2]-d[w];e[w]=2*k/M,t[w]=2*(T-A)/M}e[0]*=b/m,t[0]*=b/m,e[1]*=_/x,t[1]*=_/x,c.bind(),u.bind(),c.attributes.dataCoord.pointer();var S=c.uniforms;S.dataShift=t,S.dataScale=e;var E=s.tickMarkLength,L=s.tickMarkWidth,C=s.tickMarkColor,P=6*f[0].length,O=Math.min(a.ge(f[0],(d[0]-p[0])/(p[2]-p[0]),l),f[0].length),I=Math.min(a.gt(f[0],(d[2]-p[0])/(p[2]-p[0]),l),f[0].length),D=0+6*O,z=6*Math.max(0,I-O),R=Math.min(a.ge(f[1],(d[1]-p[1])/(p[3]-p[1]),l),f[1].length),F=Math.min(a.gt(f[1],(d[3]-p[1])/(p[3]-p[1]),l),f[1].length),B=P+6*R,N=6*Math.max(0,F-R);i[0]=2*(v[0]-E[1])/m-1,i[1]=(v[3]+v[1])/x-1,o[0]=E[1]*g/m,o[1]=L[1]*g/x,N&&(S.color=C[1],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(v[2]+v[0])/m-1,i[1]=2*(v[1]-E[0])/x-1,o[0]=L[0]*g/m,o[1]=E[0]*g/x,z&&(S.color=C[0],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,D,z)),i[0]=2*(v[2]+E[3])/m-1,i[1]=(v[3]+v[1])/x-1,o[0]=E[3]*g/m,o[1]=L[3]*g/x,N&&(S.color=C[3],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(v[2]+v[0])/m-1,i[1]=2*(v[3]+E[2])/x-1,o[0]=L[2]*g/m,o[1]=E[2]*g/x,z&&(S.color=C[2],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,D,z))}}(),d.update=(h=[1,1,-1,-1,1,-1],p=[1,-1,1,1,-1,-1],function(t){for(var e=t.ticks,r=t.bounds,n=new Float32Array(18*(e[0].length+e[1].length)),i=(this.plot.zeroLineEnable,0),a=[[],[]],o=0;o<2;++o)for(var s=a[o],l=e[o],u=r[o],c=r[o+2],f=0;f<l.length;++f){var d=(l[f].x-u)/(c-u);s.push(d);for(var v=0;v<6;++v)n[i++]=d,n[i++]=h[v],n[i++]=p[v]}this.ticks=a,this.vbo.update(n)}),d.dispose=function(){this.vbo.dispose(),this.shader.dispose(),this.tickShader.dispose()}},1154:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new o(t,n(e,[-1,-1,-1,1,1,-1,1,1]),i(e,a.lineVert,a.lineFrag))};var n=r(5827),i=r(5158),a=r(2709);function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,u=o.prototype;u.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},u.drawLine=(s=[0,0],l=[0,0],function(t,e,r,n,i,a){var o=this.plot,u=this.shader,c=o.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,u.uniforms.start=s,u.uniforms.end=l,u.uniforms.width=i*o.pixelRatio,u.uniforms.color=a,c.drawArrays(c.TRIANGLE_STRIP,0,4)}),u.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},2709:function(t,e,r){\"use strict\";var n=r(6832),i=n([\"precision lowp float;\\n#define GLSLIFY 1\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = vec4(color.xyz * color.w, color.w);\\n}\\n\"]);t.exports={lineVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 start, end;\\nuniform float width;\\n\\nvec2 perp(vec2 v) {\\n  return vec2(v.y, -v.x);\\n}\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  vec2 delta = normalize(perp(start - end));\\n  vec2 offset = mix(start, end, 0.5 * (coord.y+1.0));\\n  gl_Position = vec4(screen(offset + 0.5 * width * delta * coord.x), 0, 1);\\n}\\n\"]),lineFrag:i,textVert:n([\"#define GLSLIFY 1\\nattribute vec3 textCoordinate;\\n\\nuniform vec2 dataScale, dataShift, dataAxis, screenOffset, textScale;\\nuniform float angle;\\n\\nvoid main() {\\n  float dataOffset  = textCoordinate.z;\\n  vec2 glyphOffset  = textCoordinate.xy;\\n  mat2 glyphMatrix = mat2(cos(angle), sin(angle), -sin(angle), cos(angle));\\n  vec2 screenCoordinate = dataAxis * (dataScale * dataOffset + dataShift) +\\n    glyphMatrix * glyphOffset * textScale + screenOffset;\\n  gl_Position = vec4(screenCoordinate, 0, 1);\\n}\\n\"]),textFrag:i,gridVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale;\\nuniform float lineWidth;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  pos += 10.0 * dataCoord.y * vec2(dataAxis.y, -dataAxis.x) + dataCoord.z * lineWidth;\\n  gl_Position = vec4(pos, 0, 1);\\n}\\n\"]),gridFrag:i,boxVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 lo, hi;\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  gl_Position = vec4(screen(mix(lo, hi, coord)), 0, 1);\\n}\\n\"]),tickVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale, screenOffset, tickScale;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  gl_Position = vec4(pos + tickScale*dataCoord.yz + screenOffset, 0, 1);\\n}\\n\"])}},5613:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new l(t,n(e),i(e,s.textVert,s.textFrag))};var n=r(5827),i=r(5158),a=r(6946),o=r(5070),s=r(2709);function l(t,e,r){this.plot=t,this.vbo=e,this.shader=r,this.tickOffset=[[],[]],this.tickX=[[],[]],this.labelOffset=[0,0],this.labelCount=[0,0]}var u,c,f,h,p,d,v=l.prototype;v.drawTicks=(u=[0,0],c=[0,0],f=[0,0],function(t){var e=this.plot,r=this.shader,n=this.tickX[t],i=this.tickOffset[t],a=e.gl,s=e.viewBox,l=e.dataBox,h=e.screenBox,p=e.pixelRatio,d=e.tickEnable,v=e.tickPad,g=e.tickColor,y=e.tickAngle,m=e.labelEnable,x=e.labelPad,b=e.labelColor,_=e.labelAngle,w=this.labelOffset[t],T=this.labelCount[t],k=o.lt(n,l[t]),A=o.le(n,l[t+2]);u[0]=u[1]=0,u[t]=1,c[t]=(s[2+t]+s[t])/(h[2+t]-h[t])-1;var M=2/h[2+(1^t)]-h[1^t];c[1^t]=M*s[1^t]-1,d[t]&&(c[1^t]-=M*p*v[t],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=u,r.uniforms.screenOffset=c,r.uniforms.color=g[t],r.uniforms.angle=y[t],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),m[t]&&T&&(c[1^t]-=M*p*x[t],r.uniforms.dataAxis=f,r.uniforms.screenOffset=c,r.uniforms.color=b[t],r.uniforms.angle=_[t],a.drawArrays(a.TRIANGLES,w,T)),c[1^t]=M*s[2+(1^t)]-1,d[t+2]&&(c[1^t]+=M*p*v[t+2],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=u,r.uniforms.screenOffset=c,r.uniforms.color=g[t+2],r.uniforms.angle=y[t+2],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),m[t+2]&&T&&(c[1^t]+=M*p*x[t+2],r.uniforms.dataAxis=f,r.uniforms.screenOffset=c,r.uniforms.color=b[t+2],r.uniforms.angle=_[t+2],a.drawArrays(a.TRIANGLES,w,T))}),v.drawTitle=function(){var t=[0,0],e=[0,0];return function(){var r=this.plot,n=this.shader,i=r.gl,a=r.screenBox,o=r.titleCenter,s=r.titleAngle,l=r.titleColor,u=r.pixelRatio;if(this.titleCount){for(var c=0;c<2;++c)e[c]=2*(o[c]*u-a[c])/(a[2+c]-a[c])-1;n.bind(),n.uniforms.dataAxis=t,n.uniforms.screenOffset=e,n.uniforms.angle=s,n.uniforms.color=l,i.drawArrays(i.TRIANGLES,this.titleOffset,this.titleCount)}}}(),v.bind=(h=[0,0],p=[0,0],d=[0,0],function(){var t=this.plot,e=this.shader,r=t._tickBounds,n=t.dataBox,i=t.screenBox,a=t.viewBox;e.bind();for(var o=0;o<2;++o){var s=r[o],l=r[o+2]-s,u=.5*(n[o+2]+n[o]),c=n[o+2]-n[o],f=a[o],v=a[o+2]-f,g=i[o],y=i[o+2]-g;p[o]=2*l/c*v/y,h[o]=2*(s-u)/c*v/y}d[1]=2*t.pixelRatio/(i[3]-i[1]),d[0]=d[1]*(i[3]-i[1])/(i[2]-i[0]),e.uniforms.dataScale=p,e.uniforms.dataShift=h,e.uniforms.textScale=d,this.vbo.bind(),e.attributes.textCoordinate.pointer()}),v.update=function(t){var e,r,n,i,o,s=[],l=t.ticks,u=t.bounds;for(o=0;o<2;++o){var c=[Math.floor(s.length/3)],f=[-1/0],h=l[o];for(e=0;e<h.length;++e){var p=h[e],d=p.x,v=p.text,g=p.font||\"sans-serif\";i=p.fontSize||12;for(var y=1/(u[o+2]-u[o]),m=u[o],x=v.split(\"\\n\"),b=0;b<x.length;b++)for(n=a(g,x[b]).data,r=0;r<n.length;r+=2)s.push(n[r]*i,-n[r+1]*i-b*i*1.2,(d-m)*y);c.push(Math.floor(s.length/3)),f.push(d)}this.tickOffset[o]=c,this.tickX[o]=f}for(o=0;o<2;++o){for(this.labelOffset[o]=Math.floor(s.length/3),n=a(t.labelFont[o],t.labels[o],{textAlign:\"center\"}).data,i=t.labelSize[o],e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.labelCount[o]=Math.floor(s.length/3)-this.labelOffset[o]}for(this.titleOffset=Math.floor(s.length/3),n=a(t.titleFont,t.title).data,i=t.titleSize,e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.titleCount=Math.floor(s.length/3)-this.titleOffset,this.vbo.update(s)},v.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},2117:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl,r=new l(e,n(e,[e.drawingBufferWidth,e.drawingBufferHeight]));return r.grid=i(r),r.text=a(r),r.line=o(r),r.box=s(r),r.update(t),r};var n=r(2611),i=r(3016),a=r(5613),o=r(1154),s=r(4554);function l(t,e){this.gl=t,this.pickBuffer=e,this.screenBox=[0,0,t.drawingBufferWidth,t.drawingBufferHeight],this.viewBox=[0,0,0,0],this.dataBox=[-10,-10,10,10],this.gridLineEnable=[!0,!0],this.gridLineWidth=[1,1],this.gridLineColor=[[0,0,0,1],[0,0,0,1]],this.pixelRatio=1,this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickEnable=[!0,!0,!0,!0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[15,15,15,15],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelEnable=[!0,!0,!0,!0],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.titleCenter=[0,0],this.titleEnable=!0,this.titleAngle=0,this.titleColor=[0,0,0,1],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[4,4],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderLineEnable=[!0,!0,!0,!0],this.borderLineWidth=[2,2,2,2],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.grid=null,this.text=null,this.line=null,this.box=null,this.objects=[],this.overlays=[],this._tickBounds=[1/0,1/0,-1/0,-1/0],this.static=!1,this.dirty=!1,this.pickDirty=!1,this.pickDelay=120,this.pickRadius=10,this._pickTimeout=null,this._drawPick=this.drawPick.bind(this),this._depthCounter=0}var u=l.prototype;function c(t){for(var e=t.slice(),r=0;r<e.length;++r)e[r]=e[r].slice();return e}function f(t,e){return t.x-e.x}u.setDirty=function(){this.dirty=this.pickDirty=!0},u.setOverlayDirty=function(){this.dirty=!0},u.nextDepthValue=function(){return this._depthCounter++/65536},u.draw=function(){var t=this.gl,e=this.screenBox,r=this.viewBox,n=this.dataBox,i=this.pixelRatio,a=this.grid,o=this.line,s=this.text,l=this.objects;if(this._depthCounter=0,this.pickDirty&&(this._pickTimeout&&clearTimeout(this._pickTimeout),this.pickDirty=!1,this._pickTimeout=setTimeout(this._drawPick,this.pickDelay)),this.dirty){if(this.dirty=!1,t.bindFramebuffer(t.FRAMEBUFFER,null),t.enable(t.SCISSOR_TEST),t.disable(t.DEPTH_TEST),t.depthFunc(t.LESS),t.depthMask(!1),t.enable(t.BLEND),t.blendEquation(t.FUNC_ADD,t.FUNC_ADD),t.blendFunc(t.ONE,t.ONE_MINUS_SRC_ALPHA),this.borderColor){t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]);var u=this.borderColor;t.clearColor(u[0]*u[3],u[1]*u[3],u[2]*u[3],u[3]),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT)}t.scissor(r[0],r[1],r[2]-r[0],r[3]-r[1]),t.viewport(r[0],r[1],r[2]-r[0],r[3]-r[1]);var c=this.backgroundColor;t.clearColor(c[0]*c[3],c[1]*c[3],c[2]*c[3],c[3]),t.clear(t.COLOR_BUFFER_BIT),a.draw();var f=this.zeroLineEnable,h=this.zeroLineColor,p=this.zeroLineWidth;if(f[0]||f[1]){o.bind();for(var d=0;d<2;++d)if(f[d]&&n[d]<=0&&n[d+2]>=0){var v=e[d]-n[d]*(e[d+2]-e[d])/(n[d+2]-n[d]);0===d?o.drawLine(v,e[1],v,e[3],p[d],h[d]):o.drawLine(e[0],v,e[2],v,p[d],h[d])}}for(d=0;d<l.length;++d)l[d].draw();t.viewport(e[0],e[1],e[2]-e[0],e[3]-e[1]),t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]),this.grid.drawTickMarks(),o.bind();var g=this.borderLineEnable,y=this.borderLineWidth,m=this.borderLineColor;for(g[1]&&o.drawLine(r[0],r[1]-.5*y[1]*i,r[0],r[3]+.5*y[3]*i,y[1],m[1]),g[0]&&o.drawLine(r[0]-.5*y[0]*i,r[1],r[2]+.5*y[2]*i,r[1],y[0],m[0]),g[3]&&o.drawLine(r[2],r[1]-.5*y[1]*i,r[2],r[3]+.5*y[3]*i,y[3],m[3]),g[2]&&o.drawLine(r[0]-.5*y[0]*i,r[3],r[2]+.5*y[2]*i,r[3],y[2],m[2]),s.bind(),d=0;d<2;++d)s.drawTicks(d);this.titleEnable&&s.drawTitle();var x=this.overlays;for(d=0;d<x.length;++d)x[d].draw();t.disable(t.SCISSOR_TEST),t.disable(t.BLEND),t.depthMask(!0)}},u.drawPick=function(){if(!this.static){var t=this.pickBuffer;this.gl,this._pickTimeout=null,t.begin();for(var e=1,r=this.objects,n=0;n<r.length;++n)e=r[n].drawPick(e);t.end()}},u.pick=function(t,e){if(!this.static){var r=this.pixelRatio,n=this.pickPixelRatio,i=this.viewBox,a=0|Math.round((t-i[0]/r)*n),o=0|Math.round((e-i[1]/r)*n),s=this.pickBuffer.query(a,o,this.pickRadius);if(!s)return null;for(var l=s.id+(s.value[0]<<8)+(s.value[1]<<16)+(s.value[2]<<24),u=this.objects,c=0;c<u.length;++c){var f=u[c].pick(a,o,l);if(f)return f}return null}},u.setScreenBox=function(t){var e=this.screenBox,r=this.pixelRatio;e[0]=0|Math.round(t[0]*r),e[1]=0|Math.round(t[1]*r),e[2]=0|Math.round(t[2]*r),e[3]=0|Math.round(t[3]*r),this.setDirty()},u.setDataBox=function(t){var e=this.dataBox;(e[0]!==t[0]||e[1]!==t[1]||e[2]!==t[2]||e[3]!==t[3])&&(e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],this.setDirty())},u.setViewBox=function(t){var e=this.pixelRatio,r=this.viewBox;r[0]=0|Math.round(t[0]*e),r[1]=0|Math.round(t[1]*e),r[2]=0|Math.round(t[2]*e),r[3]=0|Math.round(t[3]*e);var n=this.pickPixelRatio;this.pickBuffer.shape=[0|Math.round((t[2]-t[0])*n),0|Math.round((t[3]-t[1])*n)],this.setDirty()},u.update=function(t){t=t||{};var e=this.gl;this.pixelRatio=t.pixelRatio||1;var r=this.pixelRatio;this.pickPixelRatio=Math.max(r,1),this.setScreenBox(t.screenBox||[0,0,e.drawingBufferWidth/r,e.drawingBufferHeight/r]),this.screenBox,this.setViewBox(t.viewBox||[.125*(this.screenBox[2]-this.screenBox[0])/r,.125*(this.screenBox[3]-this.screenBox[1])/r,.875*(this.screenBox[2]-this.screenBox[0])/r,.875*(this.screenBox[3]-this.screenBox[1])/r]);var n=this.viewBox,i=(n[2]-n[0])/(n[3]-n[1]);this.setDataBox(t.dataBox||[-10,-10/i,10,10/i]),this.borderColor=!1!==t.borderColor&&(t.borderColor||[0,0,0,0]).slice(),this.backgroundColor=(t.backgroundColor||[0,0,0,0]).slice(),this.gridLineEnable=(t.gridLineEnable||[!0,!0]).slice(),this.gridLineWidth=(t.gridLineWidth||[1,1]).slice(),this.gridLineColor=c(t.gridLineColor||[[.5,.5,.5,1],[.5,.5,.5,1]]),this.zeroLineEnable=(t.zeroLineEnable||[!0,!0]).slice(),this.zeroLineWidth=(t.zeroLineWidth||[4,4]).slice(),this.zeroLineColor=c(t.zeroLineColor||[[0,0,0,1],[0,0,0,1]]),this.tickMarkLength=(t.tickMarkLength||[0,0,0,0]).slice(),this.tickMarkWidth=(t.tickMarkWidth||[0,0,0,0]).slice(),this.tickMarkColor=c(t.tickMarkColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.titleCenter=(t.titleCenter||[.5*(n[0]+n[2])/r,(n[3]+120)/r]).slice(),this.titleEnable=!(\"titleEnable\"in t)||!!t.titleEnable,this.titleAngle=t.titleAngle||0,this.titleColor=(t.titleColor||[0,0,0,1]).slice(),this.labelPad=(t.labelPad||[15,15,15,15]).slice(),this.labelAngle=(t.labelAngle||[0,Math.PI/2,0,3*Math.PI/2]).slice(),this.labelEnable=(t.labelEnable||[!0,!0,!0,!0]).slice(),this.labelColor=c(t.labelColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.tickPad=(t.tickPad||[15,15,15,15]).slice(),this.tickAngle=(t.tickAngle||[0,0,0,0]).slice(),this.tickEnable=(t.tickEnable||[!0,!0,!0,!0]).slice(),this.tickColor=c(t.tickColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.borderLineEnable=(t.borderLineEnable||[!0,!0,!0,!0]).slice(),this.borderLineWidth=(t.borderLineWidth||[2,2,2,2]).slice(),this.borderLineColor=c(t.borderLineColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);var a=t.ticks||[[],[]],o=this._tickBounds;o[0]=o[1]=1/0,o[2]=o[3]=-1/0;for(var s=0;s<2;++s){var l=a[s].slice(0);0!==l.length&&(l.sort(f),o[s]=Math.min(o[s],l[0].x),o[s+2]=Math.max(o[s+2],l[l.length-1].x))}this.grid.update({bounds:o,ticks:a}),this.text.update({bounds:o,ticks:a,labels:t.labels||[\"x\",\"y\"],labelSize:t.labelSize||[12,12],labelFont:t.labelFont||[\"sans-serif\",\"sans-serif\"],title:t.title||\"\",titleSize:t.titleSize||18,titleFont:t.titleFont||\"sans-serif\"}),this.static=!!t.static,this.setDirty()},u.dispose=function(){this.box.dispose(),this.grid.dispose(),this.text.dispose(),this.line.dispose();for(var t=this.objects.length-1;t>=0;--t)this.objects[t].dispose();for(this.objects.length=0,t=this.overlays.length-1;t>=0;--t)this.overlays[t].dispose();this.overlays.length=0,this.gl=null},u.addObject=function(t){this.objects.indexOf(t)<0&&(this.objects.push(t),this.setDirty())},u.removeObject=function(t){for(var e=this.objects,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setDirty();break}},u.addOverlay=function(t){this.overlays.indexOf(t)<0&&(this.overlays.push(t),this.setOverlayDirty())},u.removeOverlay=function(t){for(var e=this.overlays,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setOverlayDirty();break}}},4296:function(t,e,r){\"use strict\";t.exports=function(t,e){t=t||document.body;var r=[.01,1/0];\"distanceLimits\"in(e=e||{})&&(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]),\"zoomMin\"in e&&(r[0]=e.zoomMin),\"zoomMax\"in e&&(r[1]=e.zoomMax);var u=i({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||\"orbit\",distanceLimits:r}),c=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],f=0,h=t.clientWidth,p=t.clientHeight,d={keyBindingMode:\"rotate\",enableWheel:!0,view:u,element:t,delay:e.delay||16,rotateSpeed:e.rotateSpeed||1,zoomSpeed:e.zoomSpeed||1,translateSpeed:e.translateSpeed||1,flipX:!!e.flipX,flipY:!!e.flipY,modes:u.modes,_ortho:e._ortho||e.projection&&\"orthographic\"===e.projection.type||!1,tick:function(){var e=n(),r=this.delay,i=e-2*r;u.idle(e-r),u.recalcMatrix(i),u.flush(e-(100+2*r));for(var a=!0,o=u.computedMatrix,s=0;s<16;++s)a=a&&c[s]===o[s],c[s]=o[s];var l=t.clientWidth===h&&t.clientHeight===p;return h=t.clientWidth,p=t.clientHeight,a?!l:(f=Math.exp(u.computedRadius[0]),!0)},lookAt:function(t,e,r){u.lookAt(u.lastT(),t,e,r)},rotate:function(t,e,r){u.rotate(u.lastT(),t,e,r)},pan:function(t,e,r){u.pan(u.lastT(),t,e,r)},translate:function(t,e,r){u.translate(u.lastT(),t,e,r)}};return Object.defineProperties(d,{matrix:{get:function(){return u.computedMatrix},set:function(t){return u.setMatrix(u.lastT(),t),u.computedMatrix},enumerable:!0},mode:{get:function(){return u.getMode()},set:function(t){var e=u.computedUp.slice(),r=u.computedEye.slice(),i=u.computedCenter.slice();if(u.setMode(t),\"turntable\"===t){var a=n();u._active.lookAt(a,r,i,e),u._active.lookAt(a+500,r,i,[0,0,1]),u._active.flush(a)}return u.getMode()},enumerable:!0},center:{get:function(){return u.computedCenter},set:function(t){return u.lookAt(u.lastT(),null,t),u.computedCenter},enumerable:!0},eye:{get:function(){return u.computedEye},set:function(t){return u.lookAt(u.lastT(),t),u.computedEye},enumerable:!0},up:{get:function(){return u.computedUp},set:function(t){return u.lookAt(u.lastT(),null,null,t),u.computedUp},enumerable:!0},distance:{get:function(){return f},set:function(t){return u.setDistance(u.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return u.getDistanceLimits(r)},set:function(t){return u.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener(\"contextmenu\",(function(t){return t.preventDefault(),!1})),d._lastX=-1,d._lastY=-1,d._lastMods={shift:!1,control:!1,alt:!1,meta:!1},d.enableMouseListeners=function(){function e(e,r,i,a){var o=d.keyBindingMode;if(!1!==o){var s=\"rotate\"===o,l=\"pan\"===o,c=\"zoom\"===o,h=!!a.control,p=!!a.alt,v=!!a.shift,g=!!(1&e),y=!!(2&e),m=!!(4&e),x=1/t.clientHeight,b=x*(r-d._lastX),_=x*(i-d._lastY),w=d.flipX?1:-1,T=d.flipY?1:-1,k=Math.PI*d.rotateSpeed,A=n();if(-1!==d._lastX&&-1!==d._lastY&&((s&&g&&!h&&!p&&!v||g&&!h&&!p&&v)&&u.rotate(A,w*k*b,-T*k*_,0),(l&&g&&!h&&!p&&!v||y||g&&h&&!p&&!v)&&u.pan(A,-d.translateSpeed*b*f,d.translateSpeed*_*f,0),c&&g&&!h&&!p&&!v||m||g&&!h&&p&&!v)){var M=-d.zoomSpeed*_/window.innerHeight*(A-u.lastT())*100;u.pan(A,0,0,f*(Math.exp(M)-1))}return d._lastX=r,d._lastY=i,d._lastMods=a,!0}}d.mouseListener=a(t,e),t.addEventListener(\"touchstart\",(function(r){var n=s(r.changedTouches[0],t);e(0,n[0],n[1],d._lastMods),e(1,n[0],n[1],d._lastMods)}),!!l&&{passive:!0}),t.addEventListener(\"touchmove\",(function(r){var n=s(r.changedTouches[0],t);e(1,n[0],n[1],d._lastMods),r.preventDefault()}),!!l&&{passive:!1}),t.addEventListener(\"touchend\",(function(t){e(0,d._lastX,d._lastY,d._lastMods)}),!!l&&{passive:!0}),d.wheelListener=o(t,(function(t,e){if(!1!==d.keyBindingMode&&d.enableWheel){var r=d.flipX?1:-1,i=d.flipY?1:-1,a=n();if(Math.abs(t)>Math.abs(e))u.rotate(a,0,0,-t*r*Math.PI*d.rotateSpeed/window.innerWidth);else if(!d._ortho){var o=-d.zoomSpeed*i*e/window.innerHeight*(a-u.lastT())/20;u.pan(a,0,0,f*(Math.exp(o)-1))}}}),!0)},d.enableMouseListeners(),d};var n=r(8161),i=r(1152),a=r(6145),o=r(6475),s=r(2565),l=r(5233)},8245:function(t,e,r){var n=r(6832),i=r(5158),a=n([\"precision mediump float;\\n#define GLSLIFY 1\\nattribute vec2 position;\\nvarying vec2 uv;\\nvoid main() {\\n  uv = position;\\n  gl_Position = vec4(position, 0, 1);\\n}\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D accumBuffer;\\nvarying vec2 uv;\\n\\nvoid main() {\\n  vec4 accum = texture2D(accumBuffer, 0.5 * (uv + 1.0));\\n  gl_FragColor = min(vec4(1,1,1,1), accum);\\n}\"]);t.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec2\"}])}},1059:function(t,e,r){\"use strict\";var n=r(4296),i=r(7453),a=r(2771),o=r(6496),s=r(2611),l=r(4234),u=r(8126),c=r(6145),f=r(1120),h=r(5268),p=r(8245),d=r(2321)({tablet:!0,featureDetect:!0});function v(){this.mouse=[-1,-1],this.screen=null,this.distance=1/0,this.index=null,this.dataCoordinate=null,this.dataPosition=null,this.object=null,this.data=null}function g(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e<0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}return e>0?(r=Math.round(Math.pow(10,e)),Math.ceil(t/r)*r):Math.ceil(t)}function y(t){return\"boolean\"!=typeof t||t}t.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;e||(e=document.createElement(\"canvas\"),t.container?t.container.appendChild(e):document.body.appendChild(e));var r=t.gl;if(r||(t.glOptions&&(d=!!t.glOptions.preserveDrawingBuffer),r=function(t,e){var r=null;try{(r=t.getContext(\"webgl\",e))||(r=t.getContext(\"experimental-webgl\",e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:d})),!r)throw new Error(\"webgl not supported\");var m=t.bounds||[[-10,-10,-10],[10,10,10]],x=new v,b=l(r,r.drawingBufferWidth,r.drawingBufferHeight,{preferFloat:!d}),_=p(r),w=t.cameraObject&&!0===t.cameraObject._ortho||t.camera.projection&&\"orthographic\"===t.camera.projection.type||!1,T={eye:t.camera.eye||[2,0,0],center:t.camera.center||[0,0,0],up:t.camera.up||[0,1,0],zoomMin:t.camera.zoomMax||.1,zoomMax:t.camera.zoomMin||100,mode:t.camera.mode||\"turntable\",_ortho:w},k=t.axes||{},A=i(r,k);A.enable=!k.disable;var M=t.spikes||{},S=o(r,M),E=[],L=[],C=[],P=[],O=!0,I=!0,D={view:null,projection:new Array(16),model:new Array(16),_ortho:!1},z=(I=!0,[r.drawingBufferWidth,r.drawingBufferHeight]),R=t.cameraObject||n(e,T),F={gl:r,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:x,camera:R,axes:A,axesPixels:null,spikes:S,bounds:m,objects:E,shape:z,aspect:t.aspectRatio||[1,1,1],pickRadius:t.pickRadius||10,zNear:t.zNear||.01,zFar:t.zFar||1e3,fovy:t.fovy||Math.PI/4,clearColor:t.clearColor||[0,0,0,0],autoResize:y(t.autoResize),autoBounds:y(t.autoBounds),autoScale:!!t.autoScale,autoCenter:y(t.autoCenter),clipToBounds:y(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:D,oncontextloss:null,mouseListener:null,_stopped:!1,getAspectratio:function(){return{x:this.aspect[0],y:this.aspect[1],z:this.aspect[2]}},setAspectratio:function(t){this.aspect[0]=t.x,this.aspect[1]=t.y,this.aspect[2]=t.z,I=!0},setBounds:function(t,e){this.bounds[0][t]=e.min,this.bounds[1][t]=e.max},setClearColor:function(t){this.clearColor=t},clearRGBA:function(){this.gl.clearColor(this.clearColor[0],this.clearColor[1],this.clearColor[2],this.clearColor[3]),this.gl.clear(this.gl.COLOR_BUFFER_BIT|this.gl.DEPTH_BUFFER_BIT)}},B=[r.drawingBufferWidth/F.pixelRatio|0,r.drawingBufferHeight/F.pixelRatio|0];function N(){if(!F._stopped&&F.autoResize){var t=e.parentNode,r=1,n=1;t&&t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var i=0|Math.ceil(r*F.pixelRatio),a=0|Math.ceil(n*F.pixelRatio);if(i!==e.width||a!==e.height){e.width=i,e.height=a;var o=e.style;o.position=o.position||\"absolute\",o.left=\"0px\",o.top=\"0px\",o.width=r+\"px\",o.height=n+\"px\",O=!0}}}function j(){for(var t=E.length,e=P.length,n=0;n<e;++n)C[n]=0;t:for(n=0;n<t;++n){var i=E[n],a=i.pickSlots;if(a){for(var o=0;o<e;++o)if(C[o]+a<255){L[n]=o,i.setPickBase(C[o]+1),C[o]+=a;continue t}var l=s(r,z);L[n]=e,P.push(l),C.push(a),i.setPickBase(1),e+=1}else L[n]=-1}for(;e>0&&0===C[e-1];)C.pop(),P.pop().dispose()}function U(){if(F.contextLost)return!0;r.isContextLost()&&(F.contextLost=!0,F.mouseListener.enabled=!1,F.selection.object=null,F.oncontextloss&&F.oncontextloss())}F.autoResize&&N(),window.addEventListener(\"resize\",N),F.update=function(t){F._stopped||(t=t||{},O=!0,I=!0)},F.add=function(t){F._stopped||(t.axes=A,E.push(t),L.push(-1),O=!0,I=!0,j())},F.remove=function(t){if(!F._stopped){var e=E.indexOf(t);e<0||(E.splice(e,1),L.pop(),O=!0,I=!0,j())}},F.dispose=function(){if(!F._stopped&&(F._stopped=!0,window.removeEventListener(\"resize\",N),e.removeEventListener(\"webglcontextlost\",U),F.mouseListener.enabled=!1,!F.contextLost)){A.dispose(),S.dispose();for(var t=0;t<E.length;++t)E[t].dispose();for(b.dispose(),t=0;t<P.length;++t)P[t].dispose();_.dispose(),r=null,A=null,S=null,E=[]}},F._mouseRotating=!1,F._prevButtons=0,F.enableMouseListeners=function(){F.mouseListener=c(e,(function(t,e,r){if(!F._stopped){var n=P.length,i=E.length,a=x.object;x.distance=1/0,x.mouse[0]=e,x.mouse[1]=r,x.object=null,x.screen=null,x.dataCoordinate=x.dataPosition=null;var o=!1;if(t&&F._prevButtons)F._mouseRotating=!0;else{F._mouseRotating&&(I=!0),F._mouseRotating=!1;for(var s=0;s<n;++s){var l=P[s].query(e,B[1]-r-1,F.pickRadius);if(l){if(l.distance>x.distance)continue;for(var u=0;u<i;++u){var c=E[u];if(L[u]===s){var f=c.pick(l);f&&(x.buttons=t,x.screen=l.coord,x.distance=l.distance,x.object=c,x.index=f.distance,x.dataPosition=f.position,x.dataCoordinate=f.dataCoordinate,x.data=f,o=!0)}}}}}a&&a!==x.object&&(a.highlight&&a.highlight(null),O=!0),x.object&&(x.object.highlight&&x.object.highlight(x.data),O=!0),(o=o||x.object!==a)&&F.onselect&&F.onselect(x),1&t&&!(1&F._prevButtons)&&F.onclick&&F.onclick(x),F._prevButtons=t}}))},e.addEventListener(\"webglcontextlost\",U);var V=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],H=[V[0].slice(),V[1].slice()];function q(){if(!U()){N();var t=F.camera.tick();D.view=F.camera.matrix,O=O||t,I=I||t,A.pixelRatio=F.pixelRatio,S.pixelRatio=F.pixelRatio;var e=E.length,n=V[0],i=V[1];n[0]=n[1]=n[2]=1/0,i[0]=i[1]=i[2]=-1/0;for(var o=0;o<e;++o){(C=E[o]).pixelRatio=F.pixelRatio,C.axes=F.axes,O=O||!!C.dirty,I=I||!!C.dirty;var s=C.bounds;if(s)for(var l=s[0],c=s[1],p=0;p<3;++p)n[p]=Math.min(n[p],l[p]),i[p]=Math.max(i[p],c[p])}var d=F.bounds;if(F.autoBounds)for(p=0;p<3;++p){if(i[p]<n[p])n[p]=-1,i[p]=1;else{n[p]===i[p]&&(n[p]-=1,i[p]+=1);var v=.05*(i[p]-n[p]);n[p]=n[p]-v,i[p]=i[p]+v}d[0][p]=n[p],d[1][p]=i[p]}var y=!1;for(p=0;p<3;++p)y=y||H[0][p]!==d[0][p]||H[1][p]!==d[1][p],H[0][p]=d[0][p],H[1][p]=d[1][p];if(I=I||y,O=O||y){if(y){var m=[0,0,0];for(o=0;o<3;++o)m[o]=g((d[1][o]-d[0][o])/10);A.autoTicks?A.update({bounds:d,tickSpacing:m}):A.update({bounds:d})}var T=r.drawingBufferWidth,k=r.drawingBufferHeight;for(z[0]=T,z[1]=k,B[0]=0|Math.max(T/F.pixelRatio,1),B[1]=0|Math.max(k/F.pixelRatio,1),function(t,e){var r=t.bounds,n=t.cameraParams,i=n.projection,a=n.model,o=t.gl.drawingBufferWidth,s=t.gl.drawingBufferHeight,l=t.zNear,u=t.zFar,c=t.fovy,p=o/s;e?(h(i,-p,p,-1,1,l,u),n._ortho=!0):(f(i,c,p,l,u),n._ortho=!1);for(var d=0;d<16;++d)a[d]=0;a[15]=1;var v=0;for(d=0;d<3;++d)v=Math.max(v,r[1][d]-r[0][d]);for(d=0;d<3;++d)t.autoScale?a[5*d]=t.aspect[d]/(r[1][d]-r[0][d]):a[5*d]=1/v,t.autoCenter&&(a[12+d]=.5*-a[5*d]*(r[0][d]+r[1][d]))}(F,w),o=0;o<e;++o)(C=E[o]).axesBounds=d,F.clipToBounds&&(C.clipBounds=d);x.object&&(F.snapToData?S.position=x.dataCoordinate:S.position=x.dataPosition,S.bounds=d),I&&(I=!1,function(){if(!U()){r.colorMask(!0,!0,!0,!0),r.depthMask(!0),r.disable(r.BLEND),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL);for(var t=E.length,e=P.length,n=0;n<e;++n){var i=P[n];i.shape=B,i.begin();for(var a=0;a<t;++a)if(L[a]===n){var o=E[a];o.drawPick&&(o.pixelRatio=1,o.drawPick(D))}i.end()}}}()),F.axesPixels=a(F.axes,D,T,k),F.onrender&&F.onrender(),r.bindFramebuffer(r.FRAMEBUFFER,null),r.viewport(0,0,T,k),F.clearRGBA(),r.depthMask(!0),r.colorMask(!0,!0,!0,!0),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL),r.disable(r.BLEND),r.disable(r.CULL_FACE);var M=!1;for(A.enable&&(M=M||A.isTransparent(),A.draw(D)),S.axes=A,x.object&&S.draw(D),r.disable(r.CULL_FACE),o=0;o<e;++o)(C=E[o]).axes=A,C.pixelRatio=F.pixelRatio,C.isOpaque&&C.isOpaque()&&C.draw(D),C.isTransparent&&C.isTransparent()&&(M=!0);if(M){for(b.shape=z,b.bind(),r.clear(r.DEPTH_BUFFER_BIT),r.colorMask(!1,!1,!1,!1),r.depthMask(!0),r.depthFunc(r.LESS),A.enable&&A.isTransparent()&&A.drawTransparent(D),o=0;o<e;++o)(C=E[o]).isOpaque&&C.isOpaque()&&C.draw(D);for(r.enable(r.BLEND),r.blendEquation(r.FUNC_ADD),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.colorMask(!0,!0,!0,!0),r.depthMask(!1),r.clearColor(0,0,0,0),r.clear(r.COLOR_BUFFER_BIT),A.isTransparent()&&A.drawTransparent(D),o=0;o<e;++o){var C;(C=E[o]).isTransparent&&C.isTransparent()&&C.drawTransparent(D)}r.bindFramebuffer(r.FRAMEBUFFER,null),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.disable(r.DEPTH_TEST),_.bind(),b.color[0].bind(0),_.uniforms.accumBuffer=0,u(r),r.disable(r.BLEND)}for(O=!1,o=0;o<e;++o)E[o].dirty=!1}}}return F.enableMouseListeners(),function t(){F._stopped||F.contextLost||(q(),requestAnimationFrame(t))}(),F.redraw=function(){F._stopped||(O=!0,q())},F},createCamera:n}},8023:function(t,e,r){var n=r(6832);e.pointVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform float pointCloud;\\n\\nhighp float rand(vec2 co) {\\n  highp float a = 12.9898;\\n  highp float b = 78.233;\\n  highp float c = 43758.5453;\\n  highp float d = dot(co.xy, vec2(a, b));\\n  highp float e = mod(d, 3.14);\\n  return fract(sin(e) * c);\\n}\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n    // if we don't jitter the point size a bit, overall point cloud\\n    // saturation 'jumps' on zooming, which is disturbing and confusing\\n  gl_PointSize = pointSize * ((19.5 + rand(position)) / 20.0);\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    // get the same square surface as circle would be\\n    gl_PointSize *= 0.886;\\n  }\\n}\"]),e.pointFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color, borderColor;\\nuniform float centerFraction;\\nuniform float pointCloud;\\n\\nvoid main() {\\n  float radius;\\n  vec4 baseColor;\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    if(centerFraction == 1.0) {\\n      gl_FragColor = color;\\n    } else {\\n      gl_FragColor = mix(borderColor, color, centerFraction);\\n    }\\n  } else {\\n    radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n    if(radius > 1.0) {\\n      discard;\\n    }\\n    baseColor = mix(borderColor, color, step(radius, centerFraction));\\n    gl_FragColor = vec4(baseColor.rgb * baseColor.a, baseColor.a);\\n  }\\n}\\n\"]),e.pickVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform vec4 pickOffset;\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n  gl_PointSize = pointSize;\\n\\n  vec4 id = pickId + pickOffset;\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  fragId = id;\\n}\\n\"]),e.pickFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  float radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n  if(radius > 1.0) {\\n    discard;\\n  }\\n  gl_FragColor = fragId / 255.0;\\n}\\n\"])},8271:function(t,e,r){\"use strict\";var n=r(5158),i=r(5827),a=r(5306),o=r(8023);function s(t,e,r,n,i){this.plot=t,this.offsetBuffer=e,this.pickBuffer=r,this.shader=n,this.pickShader=i,this.sizeMin=.5,this.sizeMinCap=2,this.sizeMax=20,this.areaRatio=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.blend=!1,this.pickOffset=0,this.points=null}t.exports=function(t,e){var r=t.gl,a=new s(t,i(r),i(r),n(r,o.pointVertex,o.pointFragment),n(r,o.pickVertex,o.pickFragment));return a.update(e),t.addObject(a),a};var l,u,c=s.prototype;c.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.offsetBuffer.dispose(),this.pickBuffer.dispose(),this.plot.removeObject(this)},c.update=function(t){var e;function r(e,r){return e in t?t[e]:r}t=t||{},this.sizeMin=r(\"sizeMin\",.5),this.sizeMax=r(\"sizeMax\",20),this.color=r(\"color\",[1,0,0,1]).slice(),this.areaRatio=r(\"areaRatio\",1),this.borderColor=r(\"borderColor\",[0,0,0,1]).slice(),this.blend=r(\"blend\",!1);var n=t.positions.length>>>1,i=t.positions instanceof Float32Array,o=t.idToIndex instanceof Int32Array&&t.idToIndex.length>=n,s=t.positions,l=i?s:a.mallocFloat32(s.length),u=o?t.idToIndex:a.mallocInt32(n);if(i||l.set(s),!o)for(l.set(s),e=0;e<n;e++)u[e]=e;this.points=s,this.offsetBuffer.update(l),this.pickBuffer.update(u),i||a.free(l),o||a.free(u),this.pointCount=n,this.pickOffset=0},c.unifiedDraw=(l=[1,0,0,0,1,0,0,0,1],u=[0,0,0,0],function(t){var e=void 0!==t,r=e?this.pickShader:this.shader,n=this.plot.gl,i=this.plot.dataBox;if(0===this.pointCount)return t;var a=i[2]-i[0],o=i[3]-i[1],s=function(t,e){var r,n=0,i=t.length>>>1;for(r=0;r<i;r++){var a=t[2*r],o=t[2*r+1];a>=e[0]&&a<=e[2]&&o>=e[1]&&o<=e[3]&&n++}return n}(this.points,i),c=this.plot.pickPixelRatio*Math.max(Math.min(this.sizeMinCap,this.sizeMin),Math.min(this.sizeMax,this.sizeMax/Math.pow(s,.33333)));l[0]=2/a,l[4]=2/o,l[6]=-2*i[0]/a-1,l[7]=-2*i[1]/o-1,this.offsetBuffer.bind(),r.bind(),r.attributes.position.pointer(),r.uniforms.matrix=l,r.uniforms.color=this.color,r.uniforms.borderColor=this.borderColor,r.uniforms.pointCloud=c<5,r.uniforms.pointSize=c,r.uniforms.centerFraction=Math.min(1,Math.max(0,Math.sqrt(1-this.areaRatio))),e&&(u[0]=255&t,u[1]=t>>8&255,u[2]=t>>16&255,u[3]=t>>24&255,this.pickBuffer.bind(),r.attributes.pickId.pointer(n.UNSIGNED_BYTE),r.uniforms.pickOffset=u,this.pickOffset=t);var f=n.getParameter(n.BLEND),h=n.getParameter(n.DITHER);return f&&!this.blend&&n.disable(n.BLEND),h&&n.disable(n.DITHER),n.drawArrays(n.POINTS,0,this.pointCount),f&&!this.blend&&n.enable(n.BLEND),h&&n.enable(n.DITHER),t+this.pointCount}),c.draw=c.unifiedDraw,c.drawPick=c.unifiedDraw,c.pick=function(t,e,r){var n=this.pickOffset,i=this.pointCount;if(r<n||r>=n+i)return null;var a=r-n,o=this.points;return{object:this,pointId:a,dataCoord:[o[2*a],o[2*a+1]]}}},6093:function(t){t.exports=function(t,e,r,n){var i,a,o,s,l,u=e[0],c=e[1],f=e[2],h=e[3],p=r[0],d=r[1],v=r[2],g=r[3];return(a=u*p+c*d+f*v+h*g)<0&&(a=-a,p=-p,d=-d,v=-v,g=-g),1-a>1e-6?(i=Math.acos(a),o=Math.sin(i),s=Math.sin((1-n)*i)/o,l=Math.sin(n*i)/o):(s=1-n,l=n),t[0]=s*u+l*p,t[1]=s*c+l*d,t[2]=s*f+l*v,t[3]=s*h+l*g,t}},8240:function(t){\"use strict\";t.exports=function(t){return t||0===t?t.toString():\"\"}},4123:function(t,e,r){\"use strict\";var n=r(875);t.exports=function(t,e,r){var a=i[e];if(a||(a=i[e]={}),t in a)return a[t];var o={textAlign:\"center\",textBaseline:\"middle\",lineHeight:1,font:e,lineSpacing:1.25,styletags:{breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},triangles:!0},s=n(t,o);o.triangles=!1;var l,u,c=n(t,o);if(r&&1!==r){for(l=0;l<s.positions.length;++l)for(u=0;u<s.positions[l].length;++u)s.positions[l][u]/=r;for(l=0;l<c.positions.length;++l)for(u=0;u<c.positions[l].length;++u)c.positions[l][u]/=r}var f=[[1/0,1/0],[-1/0,-1/0]],h=c.positions.length;for(l=0;l<h;++l){var p=c.positions[l];for(u=0;u<2;++u)f[0][u]=Math.min(f[0][u],p[u]),f[1][u]=Math.max(f[1][u],p[u])}return a[t]=[s,c,f]};var i={}},9282:function(t,e,r){var n=r(5158),i=r(6832),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform vec4 highlightId;\\nuniform float highlightScale;\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = 1.0;\\n    if(distance(highlightId, id) < 0.0001) {\\n      scale = highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1);\\n    vec4 viewPosition = view * worldPosition;\\n    viewPosition = viewPosition / viewPosition.w;\\n    vec4 clipPosition = projection * (viewPosition + scale * vec4(glyph.x, -glyph.y, 0, 0));\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float highlightScale, pixelRatio;\\nuniform vec4 highlightId;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = pixelRatio;\\n    if(distance(highlightId.bgr, id.bgr) < 0.001) {\\n      scale *= highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1.0);\\n    vec4 viewPosition = view * worldPosition;\\n    vec4 clipPosition = projection * viewPosition;\\n    clipPosition /= clipPosition.w;\\n\\n    gl_Position = clipPosition + vec4(screenSize * scale * vec2(glyph.x, -glyph.y), 0.0, 0.0);\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform float highlightScale;\\nuniform vec4 highlightId;\\nuniform vec3 axes[2];\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float scale, pixelRatio;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float lscale = pixelRatio * scale;\\n    if(distance(highlightId, id) < 0.0001) {\\n      lscale *= highlightScale;\\n    }\\n\\n    vec4 clipCenter   = projection * view * model * vec4(position, 1);\\n    vec3 dataPosition = position + 0.5*lscale*(axes[0] * glyph.x + axes[1] * glyph.y) * clipCenter.w * screenSize.y;\\n    vec4 clipPosition = projection * view * model * vec4(dataPosition, 1);\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = dataPosition;\\n  }\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float opacity;\\n\\nvarying vec4 interpColor;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (\\n    outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate) ||\\n    interpColor.a * opacity == 0.\\n  ) discard;\\n  gl_FragColor = interpColor * opacity;\\n}\\n\"]),u=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float pickGroup;\\n\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate)) discard;\\n\\n  gl_FragColor = vec4(pickGroup, pickId.bgr);\\n}\"]),c=[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"glyph\",type:\"vec2\"},{name:\"id\",type:\"vec4\"}],f={vertex:a,fragment:l,attributes:c},h={vertex:o,fragment:l,attributes:c},p={vertex:s,fragment:l,attributes:c},d={vertex:a,fragment:u,attributes:c},v={vertex:o,fragment:u,attributes:c},g={vertex:s,fragment:u,attributes:c};function y(t,e){var r=n(t,e),i=r.attributes;return i.position.location=0,i.color.location=1,i.glyph.location=2,i.id.location=3,r}e.createPerspective=function(t){return y(t,f)},e.createOrtho=function(t){return y(t,h)},e.createProject=function(t){return y(t,p)},e.createPickPerspective=function(t){return y(t,d)},e.createPickOrtho=function(t){return y(t,v)},e.createPickProject=function(t){return y(t,g)}},2182:function(t,e,r){\"use strict\";var n=r(3596),i=r(5827),a=r(2944),o=r(5306),s=r(104),l=r(9282),u=r(4123),c=r(8240),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e){var r=t[0],n=t[1],i=t[2],a=t[3];return t[0]=e[0]*r+e[4]*n+e[8]*i+e[12]*a,t[1]=e[1]*r+e[5]*n+e[9]*i+e[13]*a,t[2]=e[2]*r+e[6]*n+e[10]*i+e[14]*a,t[3]=e[3]*r+e[7]*n+e[11]*i+e[15]*a,t}function p(t,e,r,n){return h(n,n),h(n,n),h(n,n)}function d(t,e){this.index=t,this.dataCoordinate=this.position=e}function v(t){return!0===t||t>1?1:t}function g(t,e,r,n,i,a,o,s,l,u,c,f){this.gl=t,this.pixelRatio=1,this.shader=e,this.orthoShader=r,this.projectShader=n,this.pointBuffer=i,this.colorBuffer=a,this.glyphBuffer=o,this.idBuffer=s,this.vao=l,this.vertexCount=0,this.lineVertexCount=0,this.opacity=1,this.hasAlpha=!1,this.lineWidth=0,this.projectScale=[2/3,2/3,2/3],this.projectOpacity=[1,1,1],this.projectHasAlpha=!1,this.pickId=0,this.pickPerspectiveShader=u,this.pickOrthoShader=c,this.pickProjectShader=f,this.points=[],this._selectResult=new d(0,[0,0,0]),this.useOrtho=!0,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.axesProject=[!0,!0,!0],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.highlightId=[1,1,1,1],this.highlightScale=2,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.dirty=!0}t.exports=function(t){var e=t.gl,r=l.createPerspective(e),n=l.createOrtho(e),o=l.createProject(e),s=l.createPickPerspective(e),u=l.createPickOrtho(e),c=l.createPickProject(e),f=i(e),h=i(e),p=i(e),d=i(e),v=new g(e,r,n,o,f,h,p,d,a(e,[{buffer:f,size:3,type:e.FLOAT},{buffer:h,size:4,type:e.FLOAT},{buffer:p,size:2,type:e.FLOAT},{buffer:d,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),s,u,c);return v.update(t),v};var y=g.prototype;y.pickSlots=1,y.setPickBase=function(t){this.pickId=t},y.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&this.projectHasAlpha)return!0;return!1},y.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&!this.projectHasAlpha)return!0;return!1};var m=[0,0],x=[0,0,0],b=[0,0,0],_=[0,0,0,1],w=[0,0,0,1],T=f.slice(),k=[0,0,0],A=[[0,0,0],[0,0,0]];function M(t){return t[0]=t[1]=t[2]=0,t}function S(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function E(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}var L=[[-1e8,-1e8,-1e8],[1e8,1e8,1e8]];function C(t,e,r,n,i,a,o){var l=r.gl;if((a===r.projectHasAlpha||o)&&function(t,e,r,n){var i,a=e.axesProject,o=e.gl,l=t.uniforms,u=r.model||f,c=r.view||f,h=r.projection||f,d=e.axesBounds,v=function(t){for(var e=A,r=0;r<2;++r)for(var n=0;n<3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);i=e.axes&&e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],m[0]=2/o.drawingBufferWidth,m[1]=2/o.drawingBufferHeight,t.bind(),l.view=c,l.projection=h,l.screenSize=m,l.highlightId=e.highlightId,l.highlightScale=e.highlightScale,l.clipBounds=v,l.pickGroup=e.pickId/255,l.pixelRatio=n;for(var g=0;g<3;++g)if(a[g]){l.scale=e.projectScale[g],l.opacity=e.projectOpacity[g];for(var y=T,L=0;L<16;++L)y[L]=0;for(L=0;L<4;++L)y[5*L]=1;y[5*g]=0,i[g]<0?y[12+g]=d[0][g]:y[12+g]=d[1][g],s(y,u,y),l.model=y;var C=(g+1)%3,P=(g+2)%3,O=M(x),I=M(b);O[C]=1,I[P]=1;var D=p(0,0,0,S(_,O)),z=p(0,0,0,S(w,I));if(Math.abs(D[1])>Math.abs(z[1])){var R=D;D=z,z=R,R=O,O=I,I=R;var F=C;C=P,P=F}D[0]<0&&(O[C]=-1),z[1]>0&&(I[P]=-1);var B=0,N=0;for(L=0;L<4;++L)B+=Math.pow(u[4*C+L],2),N+=Math.pow(u[4*P+L],2);O[C]/=Math.sqrt(B),I[P]/=Math.sqrt(N),l.axes[0]=O,l.axes[1]=I,l.fragClipBounds[0]=E(k,v[0],g,-1e8),l.fragClipBounds[1]=E(k,v[1],g,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth>0&&(o.lineWidth(e.lineWidth*n),e.vao.draw(o.LINES,e.lineVertexCount,e.vertexCount)),e.vao.unbind()}}(e,r,n,i),a===r.hasAlpha||o){t.bind();var u=t.uniforms;u.model=n.model||f,u.view=n.view||f,u.projection=n.projection||f,m[0]=2/l.drawingBufferWidth,m[1]=2/l.drawingBufferHeight,u.screenSize=m,u.highlightId=r.highlightId,u.highlightScale=r.highlightScale,u.fragClipBounds=L,u.clipBounds=r.axes.bounds,u.opacity=r.opacity,u.pickGroup=r.pickId/255,u.pixelRatio=i,r.vao.bind(),r.vao.draw(l.TRIANGLES,r.vertexCount),r.lineWidth>0&&(l.lineWidth(r.lineWidth*i),r.vao.draw(l.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function P(t,e,r,i){var a;a=Array.isArray(t)?e<t.length?t[e]:void 0:t,a=c(a);var o=!0;n(a)&&(a=\"▼\",o=!1);var s=u(a,r,i);return{mesh:s[0],lines:s[1],bounds:s[2],visible:o}}y.draw=function(t){C(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!1,!1)},y.drawTransparent=function(t){C(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!0,!1)},y.drawPick=function(t){C(this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader,this.pickProjectShader,this,t,1,!0,!0)},y.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[2]+(t.value[1]<<8)+(t.value[0]<<16);if(e>=this.pointCount||e<0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var i=0;i<3;++i)n.position[i]=n.dataCoordinate[i]=r[i];return n},y.highlight=function(t){if(t){var e=t.index,r=255&e,n=e>>8&255,i=e>>16&255;this.highlightId=[r/255,n/255,i/255,0]}else this.highlightId=[1,1,1,1]},y.update=function(t){if(\"perspective\"in(t=t||{})&&(this.useOrtho=!t.perspective),\"orthographic\"in t&&(this.useOrtho=!!t.orthographic),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"project\"in t)if(Array.isArray(t.project))this.axesProject=t.project;else{var e=!!t.project;this.axesProject=[e,e,e]}if(\"projectScale\"in t)if(Array.isArray(t.projectScale))this.projectScale=t.projectScale.slice();else{var r=+t.projectScale;this.projectScale=[r,r,r]}if(this.projectHasAlpha=!1,\"projectOpacity\"in t){Array.isArray(t.projectOpacity)?this.projectOpacity=t.projectOpacity.slice():(r=+t.projectOpacity,this.projectOpacity=[r,r,r]);for(var n=0;n<3;++n)this.projectOpacity[n]=v(this.projectOpacity[n]),this.projectOpacity[n]<1&&(this.projectHasAlpha=!0)}this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=v(t.opacity),this.opacity<1&&(this.hasAlpha=!0)),this.dirty=!0;var i,a,s=t.position,l=t.font||\"normal\",u=t.alignment||[0,0];if(2===u.length)i=u[0],a=u[1];else for(i=[],a=[],n=0;n<u.length;++n)i[n]=u[n][0],a[n]=u[n][1];var c=[1/0,1/0,1/0],f=[-1/0,-1/0,-1/0],h=t.glyph,p=t.color,d=t.size,g=t.angle,y=t.lineColor,m=-1,x=0,b=0,_=0;if(s.length){_=s.length;t:for(n=0;n<_;++n){for(var w=s[n],T=0;T<3;++T)if(isNaN(w[T])||!isFinite(w[T]))continue t;var k=(N=P(h,n,l,this.pixelRatio)).mesh,A=N.lines,M=N.bounds;x+=3*k.cells.length,b+=2*A.edges.length}}var S=x+b,E=o.mallocFloat(3*S),L=o.mallocFloat(4*S),C=o.mallocFloat(2*S),O=o.mallocUint32(S);if(S>0){var I=0,D=x,z=[0,0,0,1],R=[0,0,0,1],F=Array.isArray(p)&&Array.isArray(p[0]),B=Array.isArray(y)&&Array.isArray(y[0]);t:for(n=0;n<_;++n){for(m+=1,w=s[n],T=0;T<3;++T){if(isNaN(w[T])||!isFinite(w[T]))continue t;f[T]=Math.max(f[T],w[T]),c[T]=Math.min(c[T],w[T])}k=(N=P(h,n,l,this.pixelRatio)).mesh,A=N.lines,M=N.bounds;var N,j=N.visible;if(j)if(Array.isArray(p)){if(3===(U=F?n<p.length?p[n]:[0,0,0,0]:p).length){for(T=0;T<3;++T)z[T]=U[T];z[3]=1}else if(4===U.length){for(T=0;T<4;++T)z[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else z[0]=z[1]=z[2]=0,z[3]=1;else z=[1,1,1,0];if(j)if(Array.isArray(y)){var U;if(3===(U=B?n<y.length?y[n]:[0,0,0,0]:y).length){for(T=0;T<3;++T)R[T]=U[T];R[T]=1}else if(4===U.length){for(T=0;T<4;++T)R[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else R[0]=R[1]=R[2]=0,R[3]=1;else R=[1,1,1,0];var V=.5;j?Array.isArray(d)?V=n<d.length?+d[n]:12:d?V=+d:this.useOrtho&&(V=12):V=0;var H=0;Array.isArray(g)?H=n<g.length?+g[n]:0:g&&(H=+g);var q=Math.cos(H),G=Math.sin(H);for(w=s[n],T=0;T<3;++T)f[T]=Math.max(f[T],w[T]),c[T]=Math.min(c[T],w[T]);var Z=i,Y=a;Z=0,Array.isArray(i)?Z=n<i.length?i[n]:0:i&&(Z=i),Y=0,Array.isArray(a)?Y=n<a.length?a[n]:0:a&&(Y=a);var W=[Z*=Z>0?1-M[0][0]:Z<0?1+M[1][0]:1,Y*=Y>0?1-M[0][1]:Y<0?1+M[1][1]:1],X=k.cells||[],J=k.positions||[];for(T=0;T<X.length;++T)for(var K=X[T],$=0;$<3;++$){for(var Q=0;Q<3;++Q)E[3*I+Q]=w[Q];for(Q=0;Q<4;++Q)L[4*I+Q]=z[Q];O[I]=m;var tt=J[K[$]];C[2*I]=V*(q*tt[0]-G*tt[1]+W[0]),C[2*I+1]=V*(G*tt[0]+q*tt[1]+W[1]),I+=1}for(X=A.edges,J=A.positions,T=0;T<X.length;++T)for(K=X[T],$=0;$<2;++$){for(Q=0;Q<3;++Q)E[3*D+Q]=w[Q];for(Q=0;Q<4;++Q)L[4*D+Q]=R[Q];O[D]=m,tt=J[K[$]],C[2*D]=V*(q*tt[0]-G*tt[1]+W[0]),C[2*D+1]=V*(G*tt[0]+q*tt[1]+W[1]),D+=1}}}this.bounds=[c,f],this.points=s,this.pointCount=s.length,this.vertexCount=x,this.lineVertexCount=b,this.pointBuffer.update(E),this.colorBuffer.update(L),this.glyphBuffer.update(C),this.idBuffer.update(O),o.free(E),o.free(L),o.free(C),o.free(O)},y.dispose=function(){this.shader.dispose(),this.orthoShader.dispose(),this.pickPerspectiveShader.dispose(),this.pickOrthoShader.dispose(),this.vao.dispose(),this.pointBuffer.dispose(),this.colorBuffer.dispose(),this.glyphBuffer.dispose(),this.idBuffer.dispose()}},1884:function(t,e,r){\"use strict\";var n=r(6832);e.boxVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 vertex;\\n\\nuniform vec2 cornerA, cornerB;\\n\\nvoid main() {\\n  gl_Position = vec4(mix(cornerA, cornerB, vertex), 0, 1);\\n}\\n\"]),e.boxFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\n\\nvoid main() {\\n  gl_FragColor = color;\\n}\\n\"])},6623:function(t,e,r){\"use strict\";var n=r(5158),i=r(5827),a=r(1884);function o(t,e,r){this.plot=t,this.boxBuffer=e,this.boxShader=r,this.enabled=!0,this.selectBox=[1/0,1/0,-1/0,-1/0],this.borderColor=[0,0,0,1],this.innerFill=!1,this.innerColor=[0,0,0,.25],this.outerFill=!0,this.outerColor=[0,0,0,.5],this.borderWidth=10}t.exports=function(t,e){var r=t.gl,s=new o(t,i(r,[0,0,0,1,1,0,1,1]),n(r,a.boxVertex,a.boxFragment));return s.update(e),t.addOverlay(s),s};var s=o.prototype;s.draw=function(){if(this.enabled){var t=this.plot,e=this.selectBox,r=this.borderWidth,n=(this.innerFill,this.innerColor),i=(this.outerFill,this.outerColor),a=this.borderColor,o=t.box,s=t.screenBox,l=t.dataBox,u=t.viewBox,c=t.pixelRatio,f=(e[0]-l[0])*(u[2]-u[0])/(l[2]-l[0])+u[0],h=(e[1]-l[1])*(u[3]-u[1])/(l[3]-l[1])+u[1],p=(e[2]-l[0])*(u[2]-u[0])/(l[2]-l[0])+u[0],d=(e[3]-l[1])*(u[3]-u[1])/(l[3]-l[1])+u[1];if(f=Math.max(f,u[0]),h=Math.max(h,u[1]),p=Math.min(p,u[2]),d=Math.min(d,u[3]),!(p<f||d<h)){o.bind();var v=s[2]-s[0],g=s[3]-s[1];if(this.outerFill&&(o.drawBox(0,0,v,h,i),o.drawBox(0,h,f,d,i),o.drawBox(0,d,v,g,i),o.drawBox(p,h,v,d,i)),this.innerFill&&o.drawBox(f,h,p,d,n),r>0){var y=r*c;o.drawBox(f-y,h-y,p+y,h+y,a),o.drawBox(f-y,d-y,p+y,d+y,a),o.drawBox(f-y,h-y,f+y,d+y,a),o.drawBox(p-y,h-y,p+y,d+y,a)}}}},s.update=function(t){t=t||{},this.innerFill=!!t.innerFill,this.outerFill=!!t.outerFill,this.innerColor=(t.innerColor||[0,0,0,.5]).slice(),this.outerColor=(t.outerColor||[0,0,0,.5]).slice(),this.borderColor=(t.borderColor||[0,0,0,1]).slice(),this.borderWidth=t.borderWidth||0,this.selectBox=(t.selectBox||this.selectBox).slice()},s.dispose=function(){this.boxBuffer.dispose(),this.boxShader.dispose(),this.plot.removeOverlay(this)}},2611:function(t,e,r){\"use strict\";t.exports=function(t,e){var r=e[0],a=e[1];return new l(t,n(t,r,a,{}),i.mallocUint8(r*a*4))};var n=r(4234),i=r(5306),a=r(5050),o=r(2288).nextPow2;function s(t,e,r,n,i){this.coord=[t,e],this.id=r,this.value=n,this.distance=i}function l(t,e,r){this.gl=t,this.fbo=e,this.buffer=r,this._readTimeout=null;var 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h=u,p=c,d=0;d<3;++d)i&&i[d]<0?(h[d]=this.bounds[0][d],p[d]=this.bounds[1][d]):(h[d]=this.bounds[1][d],p[d]=this.bounds[0][d]);for(f[0]=e.drawingBufferWidth,f[1]=e.drawingBufferHeight,n.uniforms.model=a,n.uniforms.view=s,n.uniforms.projection=l,n.uniforms.coordinates=[this.position,h,p],n.uniforms.colors=this.colors,n.uniforms.screenShape=f,d=0;d<3;++d)n.uniforms.lineWidth=this.lineWidth[d]*this.pixelRatio,this.enabled[d]&&(r.draw(e.TRIANGLES,6,6*d),this.drawSides[d]&&r.draw(e.TRIANGLES,12,18+12*d));r.unbind()},l.update=function(t){t&&(\"bounds\"in t&&(this.bounds=t.bounds),\"position\"in t&&(this.position=t.position),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"colors\"in t&&(this.colors=t.colors),\"enabled\"in t&&(this.enabled=t.enabled),\"drawSides\"in t&&(this.drawSides=t.drawSides))},l.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},9578:function(t,e,r){var n=r(6832),i=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, tubeScale;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * tubePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(tubePosition, 1.0);\\n  vec4 t_position  = view * tubePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = tubePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float tubeScale;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  gl_Position = projection * view * tubePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);e.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec4\"}]},e.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec4\"}]}},7307:function(t,e,r){\"use strict\";var n=r(2858),i=r(4020),a=[\"xyz\",\"xzy\",\"yxz\",\"yzx\",\"zxy\",\"zyx\"],o=function(t,e){var r,n=t.length;for(r=0;r<n;r++){var i=t[r];if(i===e)return r;if(i>e)return r-1}return r},s=function(t,e,r){return t<e?e:t>r?r:t},l=function(t){var e=1/0;t.sort((function(t,e){return t-e}));for(var r=t.length,n=1;n<r;n++){var i=Math.abs(t[n]-t[n-1]);i<e&&(e=i)}return e};t.exports=function(t,e){var r=t.startingPositions,u=t.maxLength||1e3,c=t.tubeSize||1,f=t.absoluteTubeSize,h=t.gridFill||\"+x+y+z\",p={};-1!==h.indexOf(\"-x\")&&(p.reversedX=!0),-1!==h.indexOf(\"-y\")&&(p.reversedY=!0),-1!==h.indexOf(\"-z\")&&(p.reversedZ=!0),p.filled=a.indexOf(h.replace(/-/g,\"\").replace(/\\+/g,\"\"));var d=t.getVelocity||function(e){return function(t,e,r){var i=e.vectors,a=e.meshgrid,l=t[0],u=t[1],c=t[2],f=a[0].length,h=a[1].length,p=a[2].length,d=o(a[0],l),v=o(a[1],u),g=o(a[2],c),y=d+1,m=v+1,x=g+1;if(d=s(d,0,f-1),y=s(y,0,f-1),v=s(v,0,h-1),m=s(m,0,h-1),g=s(g,0,p-1),x=s(x,0,p-1),d<0||v<0||g<0||y>f-1||m>h-1||x>p-1)return n.create();var b,_,w,T,k,A,M=a[0][d],S=a[0][y],E=a[1][v],L=a[1][m],C=a[2][g],P=(l-M)/(S-M),O=(u-E)/(L-E),I=(c-C)/(a[2][x]-C);switch(isFinite(P)||(P=.5),isFinite(O)||(O=.5),isFinite(I)||(I=.5),r.reversedX&&(d=f-1-d,y=f-1-y),r.reversedY&&(v=h-1-v,m=h-1-m),r.reversedZ&&(g=p-1-g,x=p-1-x),r.filled){case 5:k=g,A=x,w=v*p,T=m*p,b=d*p*h,_=y*p*h;break;case 4:k=g,A=x,b=d*p,_=y*p,w=v*p*f,T=m*p*f;break;case 3:w=v,T=m,k=g*h,A=x*h,b=d*h*p,_=y*h*p;break;case 2:w=v,T=m,b=d*h,_=y*h,k=g*h*f,A=x*h*f;break;case 1:b=d,_=y,k=g*f,A=x*f,w=v*f*p,T=m*f*p;break;default:b=d,_=y,w=v*f,T=m*f,k=g*f*h,A=x*f*h}var D=i[b+w+k],z=i[b+w+A],R=i[b+T+k],F=i[b+T+A],B=i[_+w+k],N=i[_+w+A],j=i[_+T+k],U=i[_+T+A],V=n.create(),H=n.create(),q=n.create(),G=n.create();n.lerp(V,D,B,P),n.lerp(H,z,N,P),n.lerp(q,R,j,P),n.lerp(G,F,U,P);var Z=n.create(),Y=n.create();n.lerp(Z,V,q,O),n.lerp(Y,H,G,O);var W=n.create();return n.lerp(W,Z,Y,I),W}(e,t,p)},v=t.getDivergence||function(t,e){var r=n.create(),i=1e-4;n.add(r,t,[i,0,0]);var a=d(r);n.subtract(a,a,e),n.scale(a,a,1/i),n.add(r,t,[0,i,0]);var o=d(r);n.subtract(o,o,e),n.scale(o,o,1/i),n.add(r,t,[0,0,i]);var s=d(r);return n.subtract(s,s,e),n.scale(s,s,1/i),n.add(r,a,o),n.add(r,r,s),r},g=[],y=e[0][0],m=e[0][1],x=e[0][2],b=e[1][0],_=e[1][1],w=e[1][2],T=function(t){var e=t[0],r=t[1],n=t[2];return!(e<y||e>b||r<m||r>_||n<x||n>w)},k=10*n.distance(e[0],e[1])/u,A=k*k,M=1,S=0,E=r.length;E>1&&(M=function(t){for(var e=[],r=[],n=[],i={},a={},o={},s=t.length,u=0;u<s;u++){var c=t[u],f=c[0],h=c[1],p=c[2];i[f]||(e.push(f),i[f]=!0),a[h]||(r.push(h),a[h]=!0),o[p]||(n.push(p),o[p]=!0)}var d=l(e),v=l(r),g=l(n),y=Math.min(d,v,g);return isFinite(y)?y:1}(r));for(var L=0;L<E;L++){var C=n.create();n.copy(C,r[L]);var P=[C],O=[],I=d(C),D=C;O.push(I);var z=[],R=v(C,I),F=n.length(R);isFinite(F)&&F>S&&(S=F),z.push(F),g.push({points:P,velocities:O,divergences:z});for(var B=0;B<100*u&&P.length<u&&T(C);){B++;var N=n.clone(I),j=n.squaredLength(N);if(0===j)break;j>A&&n.scale(N,N,k/Math.sqrt(j)),n.add(N,N,C),I=d(N),n.squaredDistance(D,N)-A>-1e-4*A&&(P.push(N),D=N,O.push(I),R=v(N,I),F=n.length(R),isFinite(F)&&F>S&&(S=F),z.push(F)),C=N}}var U=function(t,e,r,a){for(var o=0,s=0;s<t.length;s++)for(var l=t[s].velocities,u=0;u<l.length;u++)o=Math.max(o,n.length(l[u]));var c=t.map((function(t){return function(t,e,r,a){for(var o=t.points,s=t.velocities,l=t.divergences,u=[],c=[],f=[],h=[],p=[],d=[],v=0,g=0,y=i.create(),m=i.create(),x=0;x<o.length;x++){var b=o[x],_=s[x],w=l[x];0===e&&(w=.05*r),g=n.length(_)/a,y=i.create(),n.copy(y,_),y[3]=w;for(var T=0;T<8;T++)p[T]=[b[0],b[1],b[2],T];if(h.length>0)for(T=0;T<8;T++){var k=(T+1)%8;u.push(h[T],p[T],p[k],p[k],h[k],h[T]),f.push(m,y,y,y,m,m),d.push(v,g,g,g,v,v);var A=u.length;c.push([A-6,A-5,A-4],[A-3,A-2,A-1])}var M=h;h=p,p=M;var S=m;m=y,y=S;var E=v;v=g,g=E}return{positions:u,cells:c,vectors:f,vertexIntensity:d}}(t,r,a,o)})),f=[],h=[],p=[],d=[];for(s=0;s<c.length;s++){var v=c[s],g=f.length;for(f=f.concat(v.positions),p=p.concat(v.vectors),d=d.concat(v.vertexIntensity),u=0;u<v.cells.length;u++){var y=v.cells[u],m=[];h.push(m);for(var x=0;x<y.length;x++)m.push(y[x]+g)}}return{positions:f,cells:h,vectors:p,vertexIntensity:d,colormap:e}}(g,t.colormap,S,M);return f?U.tubeScale=f:(0===S&&(S=1),U.tubeScale=.5*c*M/S),U};var u=r(9578),c=r(1140).createMesh;t.exports.createTubeMesh=function(t,e){return c(t,e,{shaders:u,traceType:\"streamtube\"})}},9054:function(t,e,r){var n=r(5158),i=r(6832),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute vec3 f;\\nattribute vec3 normal;\\n\\nuniform vec3 objectOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 lightPosition, eyePosition;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 localCoordinate = vec3(uv.zw, f.x);\\n  worldCoordinate = objectOffset + localCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n  vec4 clipPosition = projection * view * worldPosition;\\n  gl_Position = clipPosition;\\n  kill = f.y;\\n  value = f.z;\\n  planeCoordinate = uv.xy;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * worldPosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  lightDirection = lightPosition - cameraCoordinate.xyz;\\n  eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  surfaceNormal  = normalize((vec4(normal,0) * inverseModel).xyz);\\n}\\n\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat beckmannSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness) {\\n  return beckmannDistribution(dot(surfaceNormal, normalize(lightDirection + viewDirection)), roughness);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 lowerBound, upperBound;\\nuniform float contourTint;\\nuniform vec4 contourColor;\\nuniform sampler2D colormap;\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform float vertexColor;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  if (\\n    kill > 0.0 ||\\n    vColor.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], worldCoordinate)\\n  ) discard;\\n\\n  vec3 N = normalize(surfaceNormal);\\n  vec3 V = normalize(eyeDirection);\\n  vec3 L = normalize(lightDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = max(beckmannSpecular(L, V, N, roughness), 0.);\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  //decide how to interpolate color — in vertex or in fragment\\n  vec4 surfaceColor =\\n    step(vertexColor, .5) * texture2D(colormap, vec2(value, value)) +\\n    step(.5, vertexColor) * vColor;\\n\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = mix(litColor, contourColor, contourTint) * opacity;\\n}\\n\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute float f;\\n\\nuniform vec3 objectOffset;\\nuniform mat3 permutation;\\nuniform mat4 model, view, projection;\\nuniform float height, zOffset;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 dataCoordinate = permutation * vec3(uv.xy, height);\\n  worldCoordinate = objectOffset + dataCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n\\n  vec4 clipPosition = projection * view * worldPosition;\\n  clipPosition.z += zOffset;\\n\\n  gl_Position = clipPosition;\\n  value = f + objectOffset.z;\\n  kill = -1.0;\\n  planeCoordinate = uv.zw;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Don't do lighting for contours\\n  surfaceNormal   = vec3(1,0,0);\\n  eyeDirection    = vec3(0,1,0);\\n  lightDirection  = vec3(0,0,1);\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec2 shape;\\nuniform vec3 clipBounds[2];\\nuniform float pickId;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 surfaceNormal;\\n\\nvec2 splitFloat(float v) {\\n  float vh = 255.0 * v;\\n  float upper = floor(vh);\\n  float lower = fract(vh);\\n  return vec2(upper / 255.0, floor(lower * 16.0) / 16.0);\\n}\\n\\nvoid main() {\\n  if ((kill > 0.0) ||\\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) discard;\\n\\n  vec2 ux = splitFloat(planeCoordinate.x / shape.x);\\n  vec2 uy = splitFloat(planeCoordinate.y / shape.y);\\n  gl_FragColor = vec4(pickId, ux.x, uy.x, ux.y + (uy.y/16.0));\\n}\\n\"]);e.createShader=function(t){var e=n(t,a,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},e.createPickShader=function(t){var e=n(t,a,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},e.createContourShader=function(t){var e=n(t,s,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},e.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},3754:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl,r=m(e),n=b(e),s=x(e),l=_(e),u=i(e),c=a(e,[{buffer:u,size:4,stride:w,offset:0},{buffer:u,size:3,stride:w,offset:16},{buffer:u,size:3,stride:w,offset:28}]),f=i(e),h=a(e,[{buffer:f,size:4,stride:20,offset:0},{buffer:f,size:1,stride:20,offset:16}]),p=i(e),d=a(e,[{buffer:p,size:2,type:e.FLOAT}]),v=o(e,1,S,e.RGBA,e.UNSIGNED_BYTE);v.minFilter=e.LINEAR,v.magFilter=e.LINEAR;var g=new E(e,[0,0],[[0,0,0],[0,0,0]],r,n,u,c,v,s,l,f,h,p,d,[0,0,0]),y={levels:[[],[],[]]};for(var T in t)y[T]=t[T];return y.colormap=y.colormap||\"jet\",g.update(y),g};var n=r(2288),i=r(5827),a=r(2944),o=r(8931),s=r(5306),l=r(9156),u=r(7498),c=r(7382),f=r(5050),h=r(4162),p=r(104),d=r(7437),v=r(5070),g=r(9144),y=r(9054),m=y.createShader,x=y.createContourShader,b=y.createPickShader,_=y.createPickContourShader,w=40,T=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],k=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],A=[[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0]];function M(t,e,r,n,i){this.position=t,this.index=e,this.uv=r,this.level=n,this.dataCoordinate=i}!function(){for(var t=0;t<3;++t){var e=A[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();var S=256;function E(t,e,r,n,i,a,o,l,u,c,h,p,d,v,g){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=g,this.intensityBounds=[],this._shader=n,this._pickShader=i,this._coordinateBuffer=a,this._vao=o,this._colorMap=l,this._contourShader=u,this._contourPickShader=c,this._contourBuffer=h,this._contourVAO=p,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new M([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=d,this._dynamicVAO=v,this._dynamicOffsets=[0,0,0],this._dynamicCounts=[0,0,0],this.contourWidth=[1,1,1],this.contourLevels=[[1],[1],[1]],this.contourTint=[0,0,0],this.contourColor=[[.5,.5,.5,1],[.5,.5,.5,1],[.5,.5,.5,1]],this.showContour=!0,this.showSurface=!0,this.enableHighlight=[!0,!0,!0],this.highlightColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.highlightTint=[1,1,1],this.highlightLevel=[-1,-1,-1],this.enableDynamic=[!0,!0,!0],this.dynamicLevel=[NaN,NaN,NaN],this.dynamicColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.dynamicTint=[1,1,1],this.dynamicWidth=[1,1,1],this.axesBounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.surfaceProject=[!1,!1,!1],this.contourProject=[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],this.colorBounds=[!1,!1],this._field=[f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0])],this.pickId=1,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.snapToData=!1,this.pixelRatio=1,this.opacity=1,this.lightPosition=[10,1e4,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.vertexColor=0,this.dirty=!0}var L=E.prototype;L.genColormap=function(t,e){var r=!1,n=c([l({colormap:t,nshades:S,format:\"rgba\"}).map((function(t,n){var i=e?function(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}(n/255,e):t[3];return i<1&&(r=!0),[t[0],t[1],t[2],255*i]}))]);return u.divseq(n,255),this.hasAlphaScale=r,n},L.isTransparent=function(){return this.opacity<1||this.hasAlphaScale},L.isOpaque=function(){return!this.isTransparent()},L.pickSlots=1,L.setPickBase=function(t){this.pickId=t};var C=[0,0,0],P={showSurface:!1,showContour:!1,projections:[T.slice(),T.slice(),T.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function O(t,e){var r,n,i,a=e.axes&&e.axes.lastCubeProps.axis||C,o=e.showSurface,s=e.showContour;for(r=0;r<3;++r)for(o=o||e.surfaceProject[r],n=0;n<3;++n)s=s||e.contourProject[r][n];for(r=0;r<3;++r){var l=P.projections[r];for(n=0;n<16;++n)l[n]=0;for(n=0;n<4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(a[r]>0)][r],p(l,t.model,l);var u=P.clipBounds[r];for(i=0;i<2;++i)for(n=0;n<3;++n)u[i][n]=t.clipBounds[i][n];u[0][r]=-1e8,u[1][r]=1e8}return P.showSurface=o,P.showContour=s,P}var I={model:T,view:T,projection:T,inverseModel:T.slice(),lowerBound:[0,0,0],upperBound:[0,0,0],colorMap:0,clipBounds:[[0,0,0],[0,0,0]],height:0,contourTint:0,contourColor:[0,0,0,1],permutation:[1,0,0,0,1,0,0,0,1],zOffset:-1e-4,objectOffset:[0,0,0],kambient:1,kdiffuse:1,kspecular:1,lightPosition:[1e3,1e3,1e3],eyePosition:[0,0,0],roughness:1,fresnel:1,opacity:1,vertexColor:0},D=T.slice(),z=[1,0,0,0,1,0,0,0,1];function R(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=I;n.model=t.model||T,n.view=t.view||T,n.projection=t.projection||T,n.lowerBound=[this.bounds[0][0],this.bounds[0][1],this.colorBounds[0]||this.bounds[0][2]],n.upperBound=[this.bounds[1][0],this.bounds[1][1],this.colorBounds[1]||this.bounds[1][2]],n.objectOffset=this.objectOffset,n.contourColor=this.contourColor[0],n.inverseModel=d(n.inverseModel,n.model);for(var i=0;i<2;++i)for(var a=n.clipBounds[i],o=0;o<3;++o)a[o]=Math.min(Math.max(this.clipBounds[i][o],-1e8),1e8);n.kambient=this.ambientLight,n.kdiffuse=this.diffuseLight,n.kspecular=this.specularLight,n.roughness=this.roughness,n.fresnel=this.fresnel,n.opacity=this.opacity,n.height=0,n.permutation=z,n.vertexColor=this.vertexColor;var s=D;for(p(s,n.view,n.model),p(s,n.projection,s),d(s,s),i=0;i<3;++i)n.eyePosition[i]=s[12+i]/s[15];var l=s[15];for(i=0;i<3;++i)l+=this.lightPosition[i]*s[4*i+3];for(i=0;i<3;++i){var u=s[12+i];for(o=0;o<3;++o)u+=s[4*o+i]*this.lightPosition[o];n.lightPosition[i]=u/l}var c=O(n,this);if(c.showSurface){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&&this._vertexCount&&this._vao.draw(r.TRIANGLES,this._vertexCount),i=0;i<3;++i)this.surfaceProject[i]&&this.vertexCount&&(this._shader.uniforms.model=c.projections[i],this._shader.uniforms.clipBounds=c.clipBounds[i],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(c.showContour){var f=this._contourShader;n.kambient=1,n.kdiffuse=0,n.kspecular=0,n.opacity=1,f.bind(),f.uniforms=n;var h=this._contourVAO;for(h.bind(),i=0;i<3;++i)for(f.uniforms.permutation=A[i],r.lineWidth(this.contourWidth[i]*this.pixelRatio),o=0;o<this.contourLevels[i].length;++o)o===this.highlightLevel[i]?(f.uniforms.contourColor=this.highlightColor[i],f.uniforms.contourTint=this.highlightTint[i]):0!==o&&o-1!==this.highlightLevel[i]||(f.uniforms.contourColor=this.contourColor[i],f.uniforms.contourTint=this.contourTint[i]),this._contourCounts[i][o]&&(f.uniforms.height=this.contourLevels[i][o],h.draw(r.LINES,this._contourCounts[i][o],this._contourOffsets[i][o]));for(i=0;i<3;++i)for(f.uniforms.model=c.projections[i],f.uniforms.clipBounds=c.clipBounds[i],o=0;o<3;++o)if(this.contourProject[i][o]){f.uniforms.permutation=A[o],r.lineWidth(this.contourWidth[o]*this.pixelRatio);for(var v=0;v<this.contourLevels[o].length;++v)v===this.highlightLevel[o]?(f.uniforms.contourColor=this.highlightColor[o],f.uniforms.contourTint=this.highlightTint[o]):0!==v&&v-1!==this.highlightLevel[o]||(f.uniforms.contourColor=this.contourColor[o],f.uniforms.contourTint=this.contourTint[o]),this._contourCounts[o][v]&&(f.uniforms.height=this.contourLevels[o][v],h.draw(r.LINES,this._contourCounts[o][v],this._contourOffsets[o][v]))}for(h.unbind(),(h=this._dynamicVAO).bind(),i=0;i<3;++i)if(0!==this._dynamicCounts[i])for(f.uniforms.model=n.model,f.uniforms.clipBounds=n.clipBounds,f.uniforms.permutation=A[i],r.lineWidth(this.dynamicWidth[i]*this.pixelRatio),f.uniforms.contourColor=this.dynamicColor[i],f.uniforms.contourTint=this.dynamicTint[i],f.uniforms.height=this.dynamicLevel[i],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]),o=0;o<3;++o)this.contourProject[o][i]&&(f.uniforms.model=c.projections[o],f.uniforms.clipBounds=c.clipBounds[o],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]));h.unbind()}}L.draw=function(t){return R.call(this,t,!1)},L.drawTransparent=function(t){return R.call(this,t,!0)};var F={model:T,view:T,projection:T,inverseModel:T,clipBounds:[[0,0,0],[0,0,0]],height:0,shape:[0,0],pickId:0,lowerBound:[0,0,0],upperBound:[0,0,0],zOffset:0,objectOffset:[0,0,0],permutation:[1,0,0,0,1,0,0,0,1],lightPosition:[0,0,0],eyePosition:[0,0,0]};function B(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function N(t){return Array.isArray(t)?3===t.length?[t[0],t[1],t[2],1]:[t[0],t[1],t[2],t[3]]:[0,0,0,1]}function j(t){if(Array.isArray(t)){if(Array.isArray(t))return[N(t[0]),N(t[1]),N(t[2])];var e=N(t);return[e.slice(),e.slice(),e.slice()]}}L.drawPick=function(t){t=t||{};var e=this.gl;e.disable(e.CULL_FACE);var r=F;r.model=t.model||T,r.view=t.view||T,r.projection=t.projection||T,r.shape=this._field[2].shape,r.pickId=this.pickId/255,r.lowerBound=this.bounds[0],r.upperBound=this.bounds[1],r.objectOffset=this.objectOffset,r.permutation=z;for(var n=0;n<2;++n)for(var i=r.clipBounds[n],a=0;a<3;++a)i[a]=Math.min(Math.max(this.clipBounds[n][a],-1e8),1e8);var o=O(r,this);if(o.showSurface){for(this._pickShader.bind(),this._pickShader.uniforms=r,this._vao.bind(),this._vao.draw(e.TRIANGLES,this._vertexCount),n=0;n<3;++n)this.surfaceProject[n]&&(this._pickShader.uniforms.model=o.projections[n],this._pickShader.uniforms.clipBounds=o.clipBounds[n],this._vao.draw(e.TRIANGLES,this._vertexCount));this._vao.unbind()}if(o.showContour){var s=this._contourPickShader;s.bind(),s.uniforms=r;var l=this._contourVAO;for(l.bind(),a=0;a<3;++a)for(e.lineWidth(this.contourWidth[a]*this.pixelRatio),s.uniforms.permutation=A[a],n=0;n<this.contourLevels[a].length;++n)this._contourCounts[a][n]&&(s.uniforms.height=this.contourLevels[a][n],l.draw(e.LINES,this._contourCounts[a][n],this._contourOffsets[a][n]));for(n=0;n<3;++n)for(s.uniforms.model=o.projections[n],s.uniforms.clipBounds=o.clipBounds[n],a=0;a<3;++a)if(this.contourProject[n][a]){s.uniforms.permutation=A[a],e.lineWidth(this.contourWidth[a]*this.pixelRatio);for(var u=0;u<this.contourLevels[a].length;++u)this._contourCounts[a][u]&&(s.uniforms.height=this.contourLevels[a][u],l.draw(e.LINES,this._contourCounts[a][u],this._contourOffsets[a][u]))}l.unbind()}},L.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=this._field[2].shape,r=this._pickResult,n=e[0]*(t.value[0]+(t.value[2]>>4)/16)/255,i=Math.floor(n),a=n-i,o=e[1]*(t.value[1]+(15&t.value[2])/16)/255,s=Math.floor(o),l=o-s;i+=1,s+=1;var u=r.position;u[0]=u[1]=u[2]=0;for(var c=0;c<2;++c)for(var f=c?a:1-a,h=0;h<2;++h)for(var p=i+c,d=s+h,g=f*(h?l:1-l),y=0;y<3;++y)u[y]+=this._field[y].get(p,d)*g;for(var m=this._pickResult.level,x=0;x<3;++x)if(m[x]=v.le(this.contourLevels[x],u[x]),m[x]<0)this.contourLevels[x].length>0&&(m[x]=0);else if(m[x]<this.contourLevels[x].length-1){var b=this.contourLevels[x][m[x]],_=this.contourLevels[x][m[x]+1];Math.abs(b-u[x])>Math.abs(_-u[x])&&(m[x]+=1)}for(r.index[0]=a<.5?i:i+1,r.index[1]=l<.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],y=0;y<3;++y)r.dataCoordinate[y]=this._field[y].get(r.index[0],r.index[1]);return r},L.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();u.assign(t.lo(1,1).hi(r[0],r[1]),e),u.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),u.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),u.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),u.assign(t.lo(n[0]-1,1).hi(1,r[1]),e.lo(r[0]-1)),t.set(0,0,e.get(0,0)),t.set(0,n[1]-1,e.get(0,r[1]-1)),t.set(n[0]-1,0,e.get(r[0]-1,0)),t.set(n[0]-1,n[1]-1,e.get(r[0]-1,r[1]-1))},L.update=function(t){t=t||{},this.objectOffset=t.objectOffset||this.objectOffset,this.dirty=!0,\"contourWidth\"in t&&(this.contourWidth=B(t.contourWidth,Number)),\"showContour\"in t&&(this.showContour=B(t.showContour,Boolean)),\"showSurface\"in t&&(this.showSurface=!!t.showSurface),\"contourTint\"in t&&(this.contourTint=B(t.contourTint,Boolean)),\"contourColor\"in t&&(this.contourColor=j(t.contourColor)),\"contourProject\"in t&&(this.contourProject=B(t.contourProject,(function(t){return B(t,Boolean)}))),\"surfaceProject\"in t&&(this.surfaceProject=t.surfaceProject),\"dynamicColor\"in t&&(this.dynamicColor=j(t.dynamicColor)),\"dynamicTint\"in t&&(this.dynamicTint=B(t.dynamicTint,Number)),\"dynamicWidth\"in t&&(this.dynamicWidth=B(t.dynamicWidth,Number)),\"opacity\"in t&&(this.opacity=t.opacity),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale),\"colorBounds\"in t&&(this.colorBounds=t.colorBounds),\"vertexColor\"in t&&(this.vertexColor=t.vertexColor?1:0),\"colormap\"in t&&this._colorMap.setPixels(this.genColormap(t.colormap,this.opacityscale));var e=t.field||t.coords&&t.coords[2]||null,r=!1;if(e||(e=this._field[2].shape[0]||this._field[2].shape[2]?this._field[2].lo(1,1).hi(this._field[2].shape[0]-2,this._field[2].shape[1]-2):this._field[2].hi(0,0)),\"field\"in t||\"coords\"in t){var i=(e.shape[0]+2)*(e.shape[1]+2);i>this._field[2].data.length&&(s.freeFloat(this._field[2].data),this._field[2].data=s.mallocFloat(n.nextPow2(i))),this._field[2]=f(this._field[2].data,[e.shape[0]+2,e.shape[1]+2]),this.padField(this._field[2],e),this.shape=e.shape.slice();for(var a=this.shape,o=0;o<2;++o)this._field[2].size>this._field[o].data.length&&(s.freeFloat(this._field[o].data),this._field[o].data=s.mallocFloat(this._field[2].size)),this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2]);if(t.coords){var l=t.coords;if(!Array.isArray(l)||3!==l.length)throw new Error(\"gl-surface: invalid coordinates for x/y\");for(o=0;o<2;++o){var u=l[o];for(y=0;y<2;++y)if(u.shape[y]!==a[y])throw new Error(\"gl-surface: coords have incorrect shape\");this.padField(this._field[o],u)}}else if(t.ticks){var c=t.ticks;if(!Array.isArray(c)||2!==c.length)throw new Error(\"gl-surface: invalid ticks\");for(o=0;o<2;++o){var p=c[o];if((Array.isArray(p)||p.length)&&(p=f(p)),p.shape[0]!==a[o])throw new Error(\"gl-surface: invalid tick length\");var d=f(p.data,a);d.stride[o]=p.stride[0],d.stride[1^o]=0,this.padField(this._field[o],d)}}else{for(o=0;o<2;++o){var v=[0,0];v[o]=1,this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2],v,0)}this._field[0].set(0,0,0);for(var y=0;y<a[0];++y)this._field[0].set(y+1,0,y);for(this._field[0].set(a[0]+1,0,a[0]-1),this._field[1].set(0,0,0),y=0;y<a[1];++y)this._field[1].set(0,y+1,y);this._field[1].set(0,a[1]+1,a[1]-1)}var m=this._field,x=f(s.mallocFloat(3*m[2].size*2),[3,a[0]+2,a[1]+2,2]);for(o=0;o<3;++o)g(x.pick(o),m[o],\"mirror\");var b=f(s.mallocFloat(3*m[2].size),[a[0]+2,a[1]+2,3]);for(o=0;o<a[0]+2;++o)for(y=0;y<a[1]+2;++y){var _=x.get(0,o,y,0),w=x.get(0,o,y,1),T=x.get(1,o,y,0),A=x.get(1,o,y,1),M=x.get(2,o,y,0),S=x.get(2,o,y,1),E=T*S-A*M,L=M*w-S*_,C=_*A-w*T,P=Math.sqrt(E*E+L*L+C*C);P<1e-8?(P=Math.max(Math.abs(E),Math.abs(L),Math.abs(C)))<1e-8?(C=1,L=E=0,P=1):P=1/P:P=1/Math.sqrt(P),b.set(o,y,0,E*P),b.set(o,y,1,L*P),b.set(o,y,2,C*P)}s.free(x.data);var O=[1/0,1/0,1/0],I=[-1/0,-1/0,-1/0],D=1/0,z=-1/0,R=(a[0]-1)*(a[1]-1)*6,F=s.mallocFloat(n.nextPow2(10*R)),N=0,U=0;for(o=0;o<a[0]-1;++o)t:for(y=0;y<a[1]-1;++y){for(var V=0;V<2;++V)for(var H=0;H<2;++H)for(var q=0;q<3;++q){var G=this._field[q].get(1+o+V,1+y+H);if(isNaN(G)||!isFinite(G))continue t}for(q=0;q<6;++q){var Z=o+k[q][0],Y=y+k[q][1],W=this._field[0].get(Z+1,Y+1),X=this._field[1].get(Z+1,Y+1);G=this._field[2].get(Z+1,Y+1),E=b.get(Z+1,Y+1,0),L=b.get(Z+1,Y+1,1),C=b.get(Z+1,Y+1,2),t.intensity&&(J=t.intensity.get(Z,Y));var J=t.intensity?t.intensity.get(Z,Y):G+this.objectOffset[2];F[N++]=Z,F[N++]=Y,F[N++]=W,F[N++]=X,F[N++]=G,F[N++]=0,F[N++]=J,F[N++]=E,F[N++]=L,F[N++]=C,O[0]=Math.min(O[0],W+this.objectOffset[0]),O[1]=Math.min(O[1],X+this.objectOffset[1]),O[2]=Math.min(O[2],G+this.objectOffset[2]),D=Math.min(D,J),I[0]=Math.max(I[0],W+this.objectOffset[0]),I[1]=Math.max(I[1],X+this.objectOffset[1]),I[2]=Math.max(I[2],G+this.objectOffset[2]),z=Math.max(z,J),U+=1}}for(t.intensityBounds&&(D=+t.intensityBounds[0],z=+t.intensityBounds[1]),o=6;o<N;o+=10)F[o]=(F[o]-D)/(z-D);this._vertexCount=U,this._coordinateBuffer.update(F.subarray(0,N)),s.freeFloat(F),s.free(b.data),this.bounds=[O,I],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===D&&this.intensityBounds[1]===z||(r=!0),this.intensityBounds=[D,z]}if(\"levels\"in t){var K=t.levels;for(K=Array.isArray(K[0])?K.slice():[[],[],K],o=0;o<3;++o)K[o]=K[o].slice(),K[o].sort((function(t,e){return t-e}));for(o=0;o<3;++o)for(y=0;y<K[o].length;++y)K[o][y]-=this.objectOffset[o];t:for(o=0;o<3;++o){if(K[o].length!==this.contourLevels[o].length){r=!0;break}for(y=0;y<K[o].length;++y)if(K[o][y]!==this.contourLevels[o][y]){r=!0;break t}}this.contourLevels=K}if(r){m=this._field,a=this.shape;for(var $=[],Q=0;Q<3;++Q){var tt=this.contourLevels[Q],et=[],rt=[],nt=[0,0,0];for(o=0;o<tt.length;++o){var it=h(this._field[Q],tt[o]);et.push($.length/5|0),U=0;t:for(y=0;y<it.cells.length;++y){var at=it.cells[y];for(q=0;q<2;++q){var ot=it.positions[at[q]],st=ot[0],lt=0|Math.floor(st),ut=st-lt,ct=ot[1],ft=0|Math.floor(ct),ht=ct-ft,pt=!1;e:for(var dt=0;dt<3;++dt){nt[dt]=0;var vt=(Q+dt+1)%3;for(V=0;V<2;++V){var gt=V?ut:1-ut;for(Z=0|Math.min(Math.max(lt+V,0),a[0]),H=0;H<2;++H){var yt=H?ht:1-ht;if(Y=0|Math.min(Math.max(ft+H,0),a[1]),G=dt<2?this._field[vt].get(Z,Y):(this.intensity.get(Z,Y)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(G)||isNaN(G)){pt=!0;break e}var mt=gt*yt;nt[dt]+=mt*G}}}if(pt){if(q>0){for(var xt=0;xt<5;++xt)$.pop();U-=1}continue t}$.push(nt[0],nt[1],ot[0],ot[1],nt[2]),U+=1}}rt.push(U)}this._contourOffsets[Q]=et,this._contourCounts[Q]=rt}var bt=s.mallocFloat($.length);for(o=0;o<$.length;++o)bt[o]=$[o];this._contourBuffer.update(bt),s.freeFloat(bt)}},L.dispose=function(){this._shader.dispose(),this._vao.dispose(),this._coordinateBuffer.dispose(),this._colorMap.dispose(),this._contourBuffer.dispose(),this._contourVAO.dispose(),this._contourShader.dispose(),this._contourPickShader.dispose(),this._dynamicBuffer.dispose(),this._dynamicVAO.dispose();for(var t=0;t<3;++t)s.freeFloat(this._field[t].data)},L.highlight=function(t){var e,r;if(!t)return this._dynamicCounts=[0,0,0],this.dyanamicLevel=[NaN,NaN,NaN],void(this.highlightLevel=[-1,-1,-1]);for(e=0;e<3;++e)this.enableHighlight[e]?this.highlightLevel[e]=t.level[e]:this.highlightLevel[e]=-1;for(r=this.snapToData?t.dataCoordinate:t.position,e=0;e<3;++e)r[e]-=this.objectOffset[e];if(this.enableDynamic[0]&&r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&&r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&&r[2]!==this.dynamicLevel[2]){for(var n=0,i=this.shape,a=s.mallocFloat(12*i[0]*i[1]),o=0;o<3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var l=(o+1)%3,u=(o+2)%3,c=this._field[o],f=this._field[l],p=this._field[u],d=h(c,r[o]),v=d.cells,g=d.positions;for(this._dynamicOffsets[o]=n,e=0;e<v.length;++e)for(var y=v[e],m=0;m<2;++m){var x=g[y[m]],b=+x[0],_=0|b,w=0|Math.min(_+1,i[0]),T=b-_,k=1-T,A=+x[1],M=0|A,S=0|Math.min(M+1,i[1]),E=A-M,L=1-E,C=k*L,P=k*E,O=T*L,I=T*E,D=C*f.get(_,M)+P*f.get(_,S)+O*f.get(w,M)+I*f.get(w,S),z=C*p.get(_,M)+P*p.get(_,S)+O*p.get(w,M)+I*p.get(w,S);if(isNaN(D)||isNaN(z)){m&&(n-=1);break}a[2*n+0]=D,a[2*n+1]=z,n+=1}this._dynamicCounts[o]=n-this._dynamicOffsets[o]}else this.dynamicLevel[o]=NaN,this._dynamicCounts[o]=0;this._dynamicBuffer.update(a.subarray(0,2*n)),s.freeFloat(a)}}},8931:function(t,e,r){\"use strict\";var n=r(5050),i=r(7498),a=r(5306);t.exports=function(t){if(arguments.length<=1)throw new Error(\"gl-texture2d: Missing arguments for texture2d constructor\");if(o||function(t){o=[t.LINEAR,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_NEAREST],s=[t.NEAREST,t.LINEAR,t.NEAREST_MIPMAP_NEAREST,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_LINEAR],l=[t.REPEAT,t.CLAMP_TO_EDGE,t.MIRRORED_REPEAT]}(t),\"number\"==typeof arguments[1])return g(t,arguments[1],arguments[2],arguments[3]||t.RGBA,arguments[4]||t.UNSIGNED_BYTE);if(Array.isArray(arguments[1]))return g(t,0|arguments[1][0],0|arguments[1][1],arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(\"object\"==typeof arguments[1]){var e=arguments[1],r=u(e)?e:e.raw;if(r)return function(t,e,r,n,i,a){var o=v(t);return t.texImage2D(t.TEXTURE_2D,0,i,i,a,e),new h(t,o,r,n,i,a)}(t,r,0|e.width,0|e.height,arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(e.shape&&e.data&&e.stride)return function(t,e){var r=e.dtype,o=e.shape.slice(),s=t.getParameter(t.MAX_TEXTURE_SIZE);if(o[0]<0||o[0]>s||o[1]<0||o[1]>s)throw new Error(\"gl-texture2d: Invalid texture size\");var l=d(o,e.stride.slice()),u=0;\"float32\"===r?u=t.FLOAT:\"float64\"===r?(u=t.FLOAT,l=!1,r=\"float32\"):\"uint8\"===r?u=t.UNSIGNED_BYTE:(u=t.UNSIGNED_BYTE,l=!1,r=\"uint8\");var f,p,g=0;if(2===o.length)g=t.LUMINANCE,o=[o[0],o[1],1],e=n(e.data,o,[e.stride[0],e.stride[1],1],e.offset);else{if(3!==o.length)throw new Error(\"gl-texture2d: Invalid shape for texture\");if(1===o[2])g=t.ALPHA;else if(2===o[2])g=t.LUMINANCE_ALPHA;else if(3===o[2])g=t.RGB;else{if(4!==o[2])throw new Error(\"gl-texture2d: Invalid shape for pixel coords\");g=t.RGBA}}u!==t.FLOAT||t.getExtension(\"OES_texture_float\")||(u=t.UNSIGNED_BYTE,l=!1);var y=e.size;if(l)f=0===e.offset&&e.data.length===y?e.data:e.data.subarray(e.offset,e.offset+y);else{var m=[o[2],o[2]*o[0],1];p=a.malloc(y,r);var x=n(p,o,m,0);\"float32\"!==r&&\"float64\"!==r||u!==t.UNSIGNED_BYTE?i.assign(x,e):c(x,e),f=p.subarray(0,y)}var b=v(t);return t.texImage2D(t.TEXTURE_2D,0,g,o[0],o[1],0,g,u,f),l||a.free(p),new h(t,b,o[0],o[1],g,u)}(t,e)}throw new Error(\"gl-texture2d: Invalid arguments for texture2d constructor\")};var o=null,s=null,l=null;function u(t){return\"undefined\"!=typeof HTMLCanvasElement&&t instanceof HTMLCanvasElement||\"undefined\"!=typeof HTMLImageElement&&t instanceof HTMLImageElement||\"undefined\"!=typeof HTMLVideoElement&&t instanceof HTMLVideoElement||\"undefined\"!=typeof ImageData&&t instanceof ImageData}var c=function(t,e){i.muls(t,e,255)};function f(t,e,r){var n=t.gl,i=n.getParameter(n.MAX_TEXTURE_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-texture2d: Invalid texture size\");return t._shape=[e,r],t.bind(),n.texImage2D(n.TEXTURE_2D,0,t.format,e,r,0,t.format,t.type,null),t._mipLevels=[0],t}function h(t,e,r,n,i,a){this.gl=t,this.handle=e,this.format=i,this.type=a,this._shape=[r,n],this._mipLevels=[0],this._magFilter=t.NEAREST,this._minFilter=t.NEAREST,this._wrapS=t.CLAMP_TO_EDGE,this._wrapT=t.CLAMP_TO_EDGE,this._anisoSamples=1;var o=this,s=[this._wrapS,this._wrapT];Object.defineProperties(s,[{get:function(){return o._wrapS},set:function(t){return o.wrapS=t}},{get:function(){return o._wrapT},set:function(t){return o.wrapT=t}}]),this._wrapVector=s;var l=[this._shape[0],this._shape[1]];Object.defineProperties(l,[{get:function(){return o._shape[0]},set:function(t){return o.width=t}},{get:function(){return o._shape[1]},set:function(t){return o.height=t}}]),this._shapeVector=l}var p=h.prototype;function d(t,e){return 3===t.length?1===e[2]&&e[1]===t[0]*t[2]&&e[0]===t[2]:1===e[0]&&e[1]===t[0]}function v(t){var e=t.createTexture();return t.bindTexture(t.TEXTURE_2D,e),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_S,t.CLAMP_TO_EDGE),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_T,t.CLAMP_TO_EDGE),e}function g(t,e,r,n,i){var a=t.getParameter(t.MAX_TEXTURE_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-texture2d: Invalid texture shape\");if(i===t.FLOAT&&!t.getExtension(\"OES_texture_float\"))throw new Error(\"gl-texture2d: Floating point textures not supported on this platform\");var o=v(t);return t.texImage2D(t.TEXTURE_2D,0,n,e,r,0,n,i,null),new h(t,o,e,r,n,i)}Object.defineProperties(p,{minFilter:{get:function(){return this._minFilter},set:function(t){this.bind();var 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n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],u=e[8],c=e[9],f=e[10],h=e[11];return e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[0]=a*i-u*n,t[1]=o*i-c*n,t[2]=s*i-f*n,t[3]=l*i-h*n,t[8]=a*n+u*i,t[9]=o*n+c*i,t[10]=s*n+f*i,t[11]=l*n+h*i,t}},15692:function(t){t.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],u=e[4],c=e[5],f=e[6],h=e[7];return e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[0]=a*i+u*n,t[1]=o*i+c*n,t[2]=s*i+f*n,t[3]=l*i+h*n,t[4]=u*i-a*n,t[5]=c*i-o*n,t[6]=f*i-s*n,t[7]=h*i-l*n,t}},10789:function(t){t.exports=function(t,e,r){var n=r[0],i=r[1],a=r[2];return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*i,t[5]=e[5]*i,t[6]=e[6]*i,t[7]=e[7]*i,t[8]=e[8]*a,t[9]=e[9]*a,t[10]=e[10]*a,t[11]=e[11]*a,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},6726:function(t){t.exports=function(t){return\"mat4(\"+t[0]+\", \"+t[1]+\", \"+t[2]+\", \"+t[3]+\", \"+t[4]+\", \"+t[5]+\", \"+t[6]+\", \"+t[7]+\", \"+t[8]+\", \"+t[9]+\", \"+t[10]+\", \"+t[11]+\", \"+t[12]+\", \"+t[13]+\", \"+t[14]+\", \"+t[15]+\")\"}},31283:function(t){t.exports=function(t,e,r){var n,i,a,o,s,l,u,c,f,h,p,d,v=r[0],g=r[1],y=r[2];return e===t?(t[12]=e[0]*v+e[4]*g+e[8]*y+e[12],t[13]=e[1]*v+e[5]*g+e[9]*y+e[13],t[14]=e[2]*v+e[6]*g+e[10]*y+e[14],t[15]=e[3]*v+e[7]*g+e[11]*y+e[15]):(n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],u=e[6],c=e[7],f=e[8],h=e[9],p=e[10],d=e[11],t[0]=n,t[1]=i,t[2]=a,t[3]=o,t[4]=s,t[5]=l,t[6]=u,t[7]=c,t[8]=f,t[9]=h,t[10]=p,t[11]=d,t[12]=n*v+s*g+f*y+e[12],t[13]=i*v+l*g+h*y+e[13],t[14]=a*v+u*g+p*y+e[14],t[15]=o*v+c*g+d*y+e[15]),t}},88654:function(t){t.exports=function(t,e){if(t===e){var r=e[1],n=e[2],i=e[3],a=e[6],o=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=r,t[6]=e[9],t[7]=e[13],t[8]=n,t[9]=a,t[11]=e[14],t[12]=i,t[13]=o,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},42505:function(t,e,r){\"use strict\";var n=r(72791),i=r(71299),a=r(98580),o=r(12018),s=r(83522),l=r(25075),u=r(68016),c=r(58404),f=r(18863),h=r(10973),p=r(25677),d=r(75686),v=r(53545),g=r(56131),y=r(32879),m=r(30120),x=r(13547).nextPow2,b=new s,_=!1;if(document.body){var w=document.body.appendChild(document.createElement(\"div\"));w.style.font=\"italic small-caps bold condensed 16px/2 cursive\",getComputedStyle(w).fontStretch&&(_=!0),document.body.removeChild(w)}var T=function(t){!function(t){return\"function\"==typeof t&&t._gl&&t.prop&&t.texture&&t.buffer}(t)?this.gl=o(t):(t={regl:t},this.gl=t.regl._gl),this.shader=b.get(this.gl),this.shader?this.regl=this.shader.regl:this.regl=t.regl||a({gl:this.gl}),this.charBuffer=this.regl.buffer({type:\"uint8\",usage:\"stream\"}),this.sizeBuffer=this.regl.buffer({type:\"float\",usage:\"stream\"}),this.shader||(this.shader=this.createShader(),b.set(this.gl,this.shader)),this.batch=[],this.fontSize=[],this.font=[],this.fontAtlas=[],this.draw=this.shader.draw.bind(this),this.render=function(){this.regl._refresh(),this.draw(this.batch)},this.canvas=this.gl.canvas,this.update(h(t)?t:{})};T.prototype.createShader=function(){var t=this.regl,e=t({blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst 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float fontSize, charStep, em, align, baseline;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform vec4 color;\\n\\t\\t\\tuniform vec2 atlasSize, atlasDim, scale, translate, positionOffset;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 offset = floor(em * (vec2(align + charOffset, baseline)\\n\\t\\t\\t\\t\\t+ vec2(positionOffset.x, -positionOffset.y)))\\n\\t\\t\\t\\t\\t/ (viewport.zw * scale.xy);\\n\\n\\t\\t\\t\\tvec2 position = (position + translate) * scale;\\n\\t\\t\\t\\tposition += offset * scale;\\n\\n\\t\\t\\t\\tcharCoord = position * viewport.zw + viewport.xy;\\n\\n\\t\\t\\t\\tgl_Position = vec4(position * 2. - 1., 0, 1);\\n\\n\\t\\t\\t\\tgl_PointSize = charStep;\\n\\n\\t\\t\\t\\tcharId.x = mod(char, atlasDim.x);\\n\\t\\t\\t\\tcharId.y = floor(char / atlasDim.x);\\n\\n\\t\\t\\t\\tcharWidth = width * em;\\n\\n\\t\\t\\t\\tfontColor = color / 255.;\\n\\t\\t\\t}\",frag:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tuniform float fontSize, charStep, opacity;\\n\\t\\t\\tuniform vec2 atlasSize;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform sampler2D atlas;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\n\\t\\t\\tfloat lightness(vec4 color) {\\n\\t\\t\\t\\treturn color.r * 0.299 + color.g * 0.587 + color.b * 0.114;\\n\\t\\t\\t}\\n\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 uv = gl_FragCoord.xy - charCoord + charStep * .5;\\n\\t\\t\\t\\tfloat halfCharStep = floor(charStep * .5 + .5);\\n\\n\\t\\t\\t\\t// invert y and shift by 1px (FF expecially needs that)\\n\\t\\t\\t\\tuv.y = charStep - uv.y;\\n\\n\\t\\t\\t\\t// ignore points outside of character bounding box\\n\\t\\t\\t\\tfloat halfCharWidth = ceil(charWidth * .5);\\n\\t\\t\\t\\tif (floor(uv.x) > halfCharStep + halfCharWidth ||\\n\\t\\t\\t\\t\\tfloor(uv.x) < halfCharStep - halfCharWidth) return;\\n\\n\\t\\t\\t\\tuv += charId * charStep;\\n\\t\\t\\t\\tuv = uv / atlasSize;\\n\\n\\t\\t\\t\\tvec4 color = fontColor;\\n\\t\\t\\t\\tvec4 mask = texture2D(atlas, uv);\\n\\n\\t\\t\\t\\tfloat maskY = lightness(mask);\\n\\t\\t\\t\\t// float colorY = lightness(color);\\n\\t\\t\\t\\tcolor.a *= maskY;\\n\\t\\t\\t\\tcolor.a *= opacity;\\n\\n\\t\\t\\t\\t// color.a += .1;\\n\\n\\t\\t\\t\\t// antialiasing, see yiq color space y-channel formula\\n\\t\\t\\t\\t// color.rgb += (1. - color.rgb) * (1. - mask.rgb);\\n\\n\\t\\t\\t\\tgl_FragColor = color;\\n\\t\\t\\t}\"});return{regl:t,draw:e,atlas:{}}},T.prototype.update=function(t){var e=this;if(\"string\"==typeof t)t={text:t};else if(!t)return;null!=(t=i(t,{position:\"position positions coord coords coordinates\",font:\"font fontFace fontface typeface cssFont css-font family fontFamily\",fontSize:\"fontSize fontsize size font-size\",text:\"text texts chars characters value values symbols\",align:\"align alignment textAlign textbaseline\",baseline:\"baseline textBaseline textbaseline\",direction:\"dir direction textDirection\",color:\"color colour fill fill-color fillColor textColor textcolor\",kerning:\"kerning kern\",range:\"range dataBox\",viewport:\"vp viewport viewBox viewbox viewPort\",opacity:\"opacity alpha transparency visible visibility opaque\",offset:\"offset positionOffset padding shift indent indentation\"},!0)).opacity&&(Array.isArray(t.opacity)?this.opacity=t.opacity.map((function(t){return parseFloat(t)})):this.opacity=parseFloat(t.opacity)),null!=t.viewport&&(this.viewport=f(t.viewport),this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null==this.viewport&&(this.viewport={x:0,y:0,width:this.gl.drawingBufferWidth,height:this.gl.drawingBufferHeight},this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null!=t.kerning&&(this.kerning=t.kerning),null!=t.offset&&(\"number\"==typeof t.offset&&(t.offset=[t.offset,0]),this.positionOffset=m(t.offset)),t.direction&&(this.direction=t.direction),t.range&&(this.range=t.range,this.scale=[1/(t.range[2]-t.range[0]),1/(t.range[3]-t.range[1])],this.translate=[-t.range[0],-t.range[1]]),t.scale&&(this.scale=t.scale),t.translate&&(this.translate=t.translate),this.scale||(this.scale=[1/this.viewport.width,1/this.viewport.height]),this.translate||(this.translate=[0,0]),this.font.length||t.font||(t.font=T.baseFontSize+\"px sans-serif\");var r,a=!1,o=!1;if(t.font&&(Array.isArray(t.font)?t.font:[t.font]).forEach((function(t,r){if(\"string\"==typeof t)try{t=n.parse(t)}catch(e){t=n.parse(T.baseFontSize+\"px \"+t)}else t=n.parse(n.stringify(t));var i=n.stringify({size:T.baseFontSize,family:t.family,stretch:_?t.stretch:void 0,variant:t.variant,weight:t.weight,style:t.style}),s=p(t.size),l=Math.round(s[0]*d(s[1]));if(l!==e.fontSize[r]&&(o=!0,e.fontSize[r]=l),!(e.font[r]&&i==e.font[r].baseString||(a=!0,e.font[r]=T.fonts[i],e.font[r]))){var u=t.family.join(\", \"),c=[t.style];t.style!=t.variant&&c.push(t.variant),t.variant!=t.weight&&c.push(t.weight),_&&t.weight!=t.stretch&&c.push(t.stretch),e.font[r]={baseString:i,family:u,weight:t.weight,stretch:t.stretch,style:t.style,variant:t.variant,width:{},kerning:{},metrics:y(u,{origin:\"top\",fontSize:T.baseFontSize,fontStyle:c.join(\" \")})},T.fonts[i]=e.font[r]}})),(a||o)&&this.font.forEach((function(r,i){var a=n.stringify({size:e.fontSize[i],family:r.family,stretch:_?r.stretch:void 0,variant:r.variant,weight:r.weight,style:r.style});if(e.fontAtlas[i]=e.shader.atlas[a],!e.fontAtlas[i]){var o=r.metrics;e.shader.atlas[a]=e.fontAtlas[i]={fontString:a,step:2*Math.ceil(e.fontSize[i]*o.bottom*.5),em:e.fontSize[i],cols:0,rows:0,height:0,width:0,chars:[],ids:{},texture:e.regl.texture()}}null==t.text&&(t.text=e.text)})),\"string\"==typeof t.text&&t.position&&t.position.length>2){for(var 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Math.atan2(this.y-t.y,this.x-t.x)},angleWith:function(t){return this.angleWithSep(t.x,t.y)},angleWithSep:function(t,e){return Math.atan2(this.x*e-this.y*t,this.x*t+this.y*e)},_matMult:function(t){var e=t[0]*this.x+t[1]*this.y,r=t[2]*this.x+t[3]*this.y;return this.x=e,this.y=r,this},_add:function(t){return this.x+=t.x,this.y+=t.y,this},_sub:function(t){return this.x-=t.x,this.y-=t.y,this},_mult:function(t){return this.x*=t,this.y*=t,this},_div:function(t){return this.x/=t,this.y/=t,this},_multByPoint:function(t){return this.x*=t.x,this.y*=t.y,this},_divByPoint:function(t){return this.x/=t.x,this.y/=t.y,this},_unit:function(){return this._div(this.mag()),this},_perp:function(){var t=this.y;return this.y=this.x,this.x=-t,this},_rotate:function(t){var e=Math.cos(t),r=Math.sin(t),n=e*this.x-r*this.y,i=r*this.x+e*this.y;return this.x=n,this.y=i,this},_rotateAround:function(t,e){var r=Math.cos(t),n=Math.sin(t),i=e.x+r*(this.x-e.x)-n*(this.y-e.y),a=e.y+n*(this.x-e.x)+r*(this.y-e.y);return 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r.width=t.width,r.height=t.height,n.drawImage(t,0,0,t.width,t.height),n.getImageData(-e,-e,t.width+2*e,t.height+2*e)},resolveURL:function(t){return C||(C=self.document.createElement(\"a\")),C.href=t,C.href},hardwareConcurrency:self.navigator.hardwareConcurrency||4,get devicePixelRatio(){return self.devicePixelRatio},get prefersReducedMotion(){return!!self.matchMedia&&(null==P&&(P=self.matchMedia(\"(prefers-reduced-motion: reduce)\")),P.matches)}},B={API_URL:\"https://api.mapbox.com\",get EVENTS_URL(){return this.API_URL?0===this.API_URL.indexOf(\"https://api.mapbox.cn\")?\"https://events.mapbox.cn/events/v2\":0===this.API_URL.indexOf(\"https://api.mapbox.com\")?\"https://events.mapbox.com/events/v2\":null:null},FEEDBACK_URL:\"https://apps.mapbox.com/feedback\",REQUIRE_ACCESS_TOKEN:!0,ACCESS_TOKEN:null,MAX_PARALLEL_IMAGE_REQUESTS:16},N={supported:!1,testSupport:function(t){!j&&I&&(U?V(t):O=t)}},j=!1,U=!1;function V(t){var 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Date.now()>this._skuTokenExpiresAt},q.prototype.transformRequest=function(t,e){return this._transformRequestFn&&this._transformRequestFn(t,e)||{url:t}},q.prototype.normalizeStyleURL=function(t,e){if(!G(t))return t;var r=X(t);return r.path=\"/styles/v1\"+r.path,this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeGlyphsURL=function(t,e){if(!G(t))return t;var r=X(t);return r.path=\"/fonts/v1\"+r.path,this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeSourceURL=function(t,e){if(!G(t))return t;var r=X(t);return r.path=\"/v4/\"+r.authority+\".json\",r.params.push(\"secure\"),this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeSpriteURL=function(t,e,r,n){var i=X(t);return G(t)?(i.path=\"/styles/v1\"+i.path+\"/sprite\"+e+r,this._makeAPIURL(i,this._customAccessToken||n)):(i.path+=\"\"+e+r,J(i))},q.prototype.normalizeTileURL=function(t,e){if(this._isSkuTokenExpired()&&this._createSkuToken(),t&&!G(t))return t;var r=X(t),n=F.devicePixelRatio>=2||512===e?\"@2x\":\"\",i=N.supported?\".webp\":\"$1\";r.path=r.path.replace(/(\\.(png|jpg)\\d*)(?=$)/,\"\"+n+i),r.path=r.path.replace(/^.+\\/v4\\//,\"/\"),r.path=\"/v4\"+r.path;var a=this._customAccessToken||function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e].match(/^access_token=(.*)$/);if(n)return n[1]}return null}(r.params)||B.ACCESS_TOKEN;return B.REQUIRE_ACCESS_TOKEN&&a&&this._skuToken&&r.params.push(\"sku=\"+this._skuToken),this._makeAPIURL(r,a)},q.prototype.canonicalizeTileURL=function(t,e){var r=X(t);if(!r.path.match(/(^\\/v4\\/)/)||!r.path.match(/\\.[\\w]+$/))return t;var n=\"mapbox://tiles/\";n+=r.path.replace(\"/v4/\",\"\");var i=r.params;return e&&(i=i.filter((function(t){return!t.match(/^access_token=/)}))),i.length&&(n+=\"?\"+i.join(\"&\")),n},q.prototype.canonicalizeTileset=function(t,e){for(var r=!!e&&G(e),n=[],i=0,a=t.tiles||[];i<a.length;i+=1){var o=a[i];Y(o)?n.push(this.canonicalizeTileURL(o,r)):n.push(o)}return n},q.prototype._makeAPIURL=function(t,e){var r=\"See https://www.mapbox.com/api-documentation/#access-tokens-and-token-scopes\",n=X(B.API_URL);if(t.protocol=n.protocol,t.authority=n.authority,\"/\"!==n.path&&(t.path=\"\"+n.path+t.path),!B.REQUIRE_ACCESS_TOKEN)return J(t);if(!(e=e||B.ACCESS_TOKEN))throw new Error(\"An API access token is required to use Mapbox GL. \"+r);if(\"s\"===e[0])throw new Error(\"Use a public access token (pk.*) with Mapbox GL, not a secret access token (sk.*). \"+r);return t.params=t.params.filter((function(t){return-1===t.indexOf(\"access_token\")})),t.params.push(\"access_token=\"+e),J(t)};var Z=/^((https?:)?\\/\\/)?([^\\/]+\\.)?mapbox\\.c(n|om)(\\/|\\?|$)/i;function Y(t){return Z.test(t)}var W=/^(\\w+):\\/\\/([^/?]*)(\\/[^?]+)?\\??(.+)?/;function X(t){var e=t.match(W);if(!e)throw new Error(\"Unable to parse URL object\");return{protocol:e[1],authority:e[2],path:e[3]||\"/\",params:e[4]?e[4].split(\"&\"):[]}}function J(t){var e=t.params.length?\"?\"+t.params.join(\"&\"):\"\";return t.protocol+\"://\"+t.authority+t.path+e}var K=\"mapbox.eventData\";function $(t){if(!t)return null;var e,r=t.split(\".\");if(!r||3!==r.length)return null;try{return JSON.parse((e=r[1],decodeURIComponent(self.atob(e).split(\"\").map((function(t){return\"%\"+(\"00\"+t.charCodeAt(0).toString(16)).slice(-2)})).join(\"\"))))}catch(t){return null}}var Q=function(t){this.type=t,this.anonId=null,this.eventData={},this.queue=[],this.pendingRequest=null};Q.prototype.getStorageKey=function(t){var e,r,n=$(B.ACCESS_TOKEN);return e=n&&n.u?(r=n.u,self.btoa(encodeURIComponent(r).replace(/%([0-9A-F]{2})/g,(function(t,e){return String.fromCharCode(Number(\"0x\"+e))})))):B.ACCESS_TOKEN||\"\",t?K+\".\"+t+\":\"+e:K+\":\"+e},Q.prototype.fetchEventData=function(){var t=L(\"localStorage\"),e=this.getStorageKey(),r=this.getStorageKey(\"uuid\");if(t)try{var n=self.localStorage.getItem(e);n&&(this.eventData=JSON.parse(n));var 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r=this.queue.shift(),n=r.id,i=r.timestamp;n&&this.success[n]||(this.anonId||this.fetchEventData(),v(this.anonId)||(this.anonId=d()),this.postEvent(i,{skuToken:this.skuToken},(function(t){t||n&&(e.success[n]=!0)}),t))}},e}(Q),nt=function(t){function e(e){t.call(this,\"appUserTurnstile\"),this._customAccessToken=e}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.postTurnstileEvent=function(t,e){B.EVENTS_URL&&B.ACCESS_TOKEN&&Array.isArray(t)&&t.some((function(t){return G(t)||Y(t)}))&&this.queueRequest(Date.now(),e)},e.prototype.processRequests=function(t){var e=this;if(!this.pendingRequest&&0!==this.queue.length){this.anonId&&this.eventData.lastSuccess&&this.eventData.tokenU||this.fetchEventData();var r=$(B.ACCESS_TOKEN),n=r?r.u:B.ACCESS_TOKEN,i=n!==this.eventData.tokenU;v(this.anonId)||(this.anonId=d(),i=!0);var a=this.queue.shift();if(this.eventData.lastSuccess){var o=new Date(this.eventData.lastSuccess),s=new 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n(t){return(t=Math.round(t))<0?0:t>255?255:t}function i(t){return t<0?0:t>1?1:t}function a(t){return\"%\"===t[t.length-1]?n(parseFloat(t)/100*255):n(parseInt(t))}function o(t){return\"%\"===t[t.length-1]?i(parseFloat(t)/100):i(parseFloat(t))}function s(t,e,r){return r<0?r+=1:r>1&&(r-=1),6*r<1?t+(e-t)*r*6:2*r<1?e:3*r<2?t+(e-t)*(2/3-r)*6:t}try{e.parseCSSColor=function(t){var e,i=t.replace(/ /g,\"\").toLowerCase();if(i in r)return r[i].slice();if(\"#\"===i[0])return 4===i.length?(e=parseInt(i.substr(1),16))>=0&&e<=4095?[(3840&e)>>4|(3840&e)>>8,240&e|(240&e)>>4,15&e|(15&e)<<4,1]:null:7===i.length&&(e=parseInt(i.substr(1),16))>=0&&e<=16777215?[(16711680&e)>>16,(65280&e)>>8,255&e,1]:null;var l=i.indexOf(\"(\"),u=i.indexOf(\")\");if(-1!==l&&u+1===i.length){var c=i.substr(0,l),f=i.substr(l+1,u-(l+1)).split(\",\"),h=1;switch(c){case\"rgba\":if(4!==f.length)return null;h=o(f.pop());case\"rgb\":return 3!==f.length?null:[a(f[0]),a(f[1]),a(f[2]),h];case\"hsla\":if(4!==f.length)return 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se=function(t,e,r){this.sensitivity=t?e?\"variant\":\"case\":e?\"accent\":\"base\",this.locale=r,this.collator=new Intl.Collator(this.locale?this.locale:[],{sensitivity:this.sensitivity,usage:\"search\"})};se.prototype.compare=function(t,e){return this.collator.compare(t,e)},se.prototype.resolvedLocale=function(){return new Intl.Collator(this.locale?this.locale:[]).resolvedOptions().locale};var le=function(t,e,r,n,i){this.text=t,this.image=e,this.scale=r,this.fontStack=n,this.textColor=i},ue=function(t){this.sections=t};ue.fromString=function(t){return new ue([new le(t,null,null,null,null)])},ue.prototype.isEmpty=function(){return 0===this.sections.length||!this.sections.some((function(t){return 0!==t.text.length||t.image&&0!==t.image.name.length}))},ue.factory=function(t){return t instanceof ue?t:ue.fromString(t)},ue.prototype.toString=function(){return 0===this.sections.length?\"\":this.sections.map((function(t){return t.text})).join(\"\")},ue.prototype.serialize=function(){for(var t=[\"format\"],e=0,r=this.sections;e<r.length;e+=1){var n=r[e];if(n.image)t.push([\"image\",n.image.name]);else{t.push(n.text);var i={};n.fontStack&&(i[\"text-font\"]=[\"literal\",n.fontStack.split(\",\")]),n.scale&&(i[\"font-scale\"]=n.scale),n.textColor&&(i[\"text-color\"]=[\"rgba\"].concat(n.textColor.toArray())),t.push(i)}}return t};var ce=function(t){this.name=t.name,this.available=t.available};function fe(t,e,r,n){return\"number\"==typeof t&&t>=0&&t<=255&&\"number\"==typeof e&&e>=0&&e<=255&&\"number\"==typeof r&&r>=0&&r<=255?void 0===n||\"number\"==typeof n&&n>=0&&n<=1?null:\"Invalid rgba value [\"+[t,e,r,n].join(\", \")+\"]: 'a' must be between 0 and 1.\":\"Invalid rgba value [\"+(\"number\"==typeof n?[t,e,r,n]:[t,e,r]).join(\", \")+\"]: 'r', 'g', and 'b' must be between 0 and 255.\"}function he(t){if(null===t)return!0;if(\"string\"==typeof t)return!0;if(\"boolean\"==typeof t)return!0;if(\"number\"==typeof t)return!0;if(t instanceof oe)return!0;if(t instanceof se)return!0;if(t 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ve=function(t,e){this.type=t,this.value=e};ve.parse=function(t,e){if(2!==t.length)return e.error(\"'literal' expression requires exactly one argument, but found \"+(t.length-1)+\" instead.\");if(!he(t[1]))return e.error(\"invalid value\");var r=t[1],n=pe(r),i=e.expectedType;return\"array\"!==n.kind||0!==n.N||!i||\"array\"!==i.kind||\"number\"==typeof i.N&&0!==i.N||(n=i),new ve(n,r)},ve.prototype.evaluate=function(){return this.value},ve.prototype.eachChild=function(){},ve.prototype.outputDefined=function(){return!0},ve.prototype.serialize=function(){return\"array\"===this.type.kind||\"object\"===this.type.kind?[\"literal\",this.value]:this.value instanceof oe?[\"rgba\"].concat(this.value.toArray()):this.value instanceof ue?this.value.serialize():this.value};var ge=function(t){this.name=\"ExpressionEvaluationError\",this.message=t};ge.prototype.toJSON=function(){return this.message};var ye={string:qt,number:Ht,boolean:Gt,object:Yt},me=function(t,e){this.type=t,this.args=e};me.parse=function(t,e){if(t.length<2)return e.error(\"Expected at least one argument.\");var r,n=1,i=t[0];if(\"array\"===i){var a,o;if(t.length>2){var s=t[1];if(\"string\"!=typeof s||!(s in ye)||\"object\"===s)return e.error('The item type argument of \"array\" must be one of string, number, boolean',1);a=ye[s],n++}else a=Wt;if(t.length>3){if(null!==t[2]&&(\"number\"!=typeof t[2]||t[2]<0||t[2]!==Math.floor(t[2])))return e.error('The length argument to \"array\" must be a positive integer literal',2);o=t[2],n++}r=$t(a,o)}else r=ye[i];for(var l=[];n<t.length;n++){var u=e.parse(t[n],n,Wt);if(!u)return null;l.push(u)}return new me(r,l)},me.prototype.evaluate=function(t){for(var e=0;e<this.args.length;e++){var r=this.args[e].evaluate(t);if(!ee(this.type,pe(r)))return r;if(e===this.args.length-1)throw new ge(\"Expected value to be of type \"+Qt(this.type)+\", but found \"+Qt(pe(r))+\" instead.\")}return null},me.prototype.eachChild=function(t){this.args.forEach(t)},me.prototype.outputDefined=function(){return this.args.every((function(t){return t.outputDefined()}))},me.prototype.serialize=function(){var t=this.type,e=[t.kind];if(\"array\"===t.kind){var r=t.itemType;if(\"string\"===r.kind||\"number\"===r.kind||\"boolean\"===r.kind){e.push(r.kind);var n=t.N;(\"number\"==typeof n||this.args.length>1)&&e.push(n)}}return e.concat(this.args.map((function(t){return t.serialize()})))};var xe=function(t){this.type=Jt,this.sections=t};xe.parse=function(t,e){if(t.length<2)return e.error(\"Expected at least one argument.\");var r=t[1];if(!Array.isArray(r)&&\"object\"==typeof r)return e.error(\"First argument must be an image or text section.\");for(var n=[],i=!1,a=1;a<=t.length-1;++a){var o=t[a];if(i&&\"object\"==typeof o&&!Array.isArray(o)){i=!1;var s=null;if(o[\"font-scale\"]&&!(s=e.parse(o[\"font-scale\"],1,Ht)))return null;var l=null;if(o[\"text-font\"]&&!(l=e.parse(o[\"text-font\"],1,$t(qt))))return null;var u=null;if(o[\"text-color\"]&&!(u=e.parse(o[\"text-color\"],1,Zt)))return null;var c=n[n.length-1];c.scale=s,c.font=l,c.textColor=u}else{var f=e.parse(t[a],1,Wt);if(!f)return null;var h=f.type.kind;if(\"string\"!==h&&\"value\"!==h&&\"null\"!==h&&\"resolvedImage\"!==h)return e.error(\"Formatted text type must be 'string', 'value', 'image' or 'null'.\");i=!0,n.push({content:f,scale:null,font:null,textColor:null})}}return new xe(n)},xe.prototype.evaluate=function(t){return new ue(this.sections.map((function(e){var r=e.content.evaluate(t);return pe(r)===Kt?new le(\"\",r,null,null,null):new le(de(r),null,e.scale?e.scale.evaluate(t):null,e.font?e.font.evaluate(t).join(\",\"):null,e.textColor?e.textColor.evaluate(t):null)})))},xe.prototype.eachChild=function(t){for(var e=0,r=this.sections;e<r.length;e+=1){var n=r[e];t(n.content),n.scale&&t(n.scale),n.font&&t(n.font),n.textColor&&t(n.textColor)}},xe.prototype.outputDefined=function(){return!1},xe.prototype.serialize=function(){for(var t=[\"format\"],e=0,r=this.sections;e<r.length;e+=1){var n=r[e];t.push(n.content.serialize());var i={};n.scale&&(i[\"font-scale\"]=n.scale.serialize()),n.font&&(i[\"text-font\"]=n.font.serialize()),n.textColor&&(i[\"text-color\"]=n.textColor.serialize()),t.push(i)}return t};var be=function(t){this.type=Kt,this.input=t};be.parse=function(t,e){if(2!==t.length)return e.error(\"Expected two arguments.\");var r=e.parse(t[1],1,qt);return r?new be(r):e.error(\"No image name provided.\")},be.prototype.evaluate=function(t){var e=this.input.evaluate(t),r=ce.fromString(e);return r&&t.availableImages&&(r.available=t.availableImages.indexOf(e)>-1),r},be.prototype.eachChild=function(t){t(this.input)},be.prototype.outputDefined=function(){return!1},be.prototype.serialize=function(){return[\"image\",this.input.serialize()]};var 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a=Je(e,n),o=e[a],s=e[a+1],l=xr.interpolationFactor(this.interpolation,n,o,s),u=r[a].evaluate(t),c=r[a+1].evaluate(t);return\"interpolate\"===this.operator?Qe[this.type.kind.toLowerCase()](u,c,l):\"interpolate-hcl\"===this.operator?yr.reverse(yr.interpolate(yr.forward(u),yr.forward(c),l)):gr.reverse(gr.interpolate(gr.forward(u),gr.forward(c),l))},xr.prototype.eachChild=function(t){t(this.input);for(var e=0,r=this.outputs;e<r.length;e+=1)t(r[e])},xr.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))},xr.prototype.serialize=function(){var t;t=\"linear\"===this.interpolation.name?[\"linear\"]:\"exponential\"===this.interpolation.name?1===this.interpolation.base?[\"linear\"]:[\"exponential\",this.interpolation.base]:[\"cubic-bezier\"].concat(this.interpolation.controlPoints);for(var e=[this.operator,t,this.input.serialize()],r=0;r<this.labels.length;r++)e.push(this.labels[r],this.outputs[r].serialize());return e};var _r=function(t,e){this.type=t,this.args=e};_r.parse=function(t,e){if(t.length<2)return e.error(\"Expectected at least one argument.\");var r=null,n=e.expectedType;n&&\"value\"!==n.kind&&(r=n);for(var i=[],a=0,o=t.slice(1);a<o.length;a+=1){var s=o[a],l=e.parse(s,1+i.length,r,void 0,{typeAnnotation:\"omit\"});if(!l)return null;r=r||l.type,i.push(l)}var u=n&&i.some((function(t){return ee(n,t.type)}));return new _r(u?Wt:r,i)},_r.prototype.evaluate=function(t){for(var e,r=null,n=0,i=0,a=this.args;i<a.length&&(n++,(r=a[i].evaluate(t))&&r instanceof ce&&!r.available&&(e||(e=r.name),r=null,n===this.args.length&&(r=e)),null===r);i+=1);return r},_r.prototype.eachChild=function(t){this.args.forEach(t)},_r.prototype.outputDefined=function(){return this.args.every((function(t){return t.outputDefined()}))},_r.prototype.serialize=function(){var t=[\"coalesce\"];return this.eachChild((function(e){t.push(e.serialize())})),t};var wr=function(t,e){this.type=e.type,this.bindings=[].concat(t),this.result=e};wr.prototype.evaluate=function(t){return this.result.evaluate(t)},wr.prototype.eachChild=function(t){for(var e=0,r=this.bindings;e<r.length;e+=1)t(r[e][1]);t(this.result)},wr.parse=function(t,e){if(t.length<4)return e.error(\"Expected at least 3 arguments, but found \"+(t.length-1)+\" instead.\");for(var r=[],n=1;n<t.length-1;n+=2){var i=t[n];if(\"string\"!=typeof i)return e.error(\"Expected string, but found \"+typeof i+\" instead.\",n);if(/[^a-zA-Z0-9_]/.test(i))return e.error(\"Variable names must contain only alphanumeric characters or '_'.\",n);var a=e.parse(t[n+1],n+1);if(!a)return null;r.push([i,a])}var o=e.parse(t[t.length-1],t.length-1,e.expectedType,r);return o?new wr(r,o):null},wr.prototype.outputDefined=function(){return this.result.outputDefined()},wr.prototype.serialize=function(){for(var t=[\"let\"],e=0,r=this.bindings;e<r.length;e+=1){var n=r[e],i=n[0],a=n[1];t.push(i,a.serialize())}return 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kr=function(t,e){this.type=Gt,this.needle=t,this.haystack=e};kr.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Wt),n=e.parse(t[2],2,Wt);return r&&n?re(r.type,[Gt,qt,Ht,Vt,Wt])?new kr(r,n):e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Qt(r.type)+\" instead\"):null},kr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!r)return!1;if(!ne(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new ge(\"Expected first argument to be of type boolean, string, number or null, but found \"+Qt(pe(e))+\" instead.\");if(!ne(r,[\"string\",\"array\"]))throw new ge(\"Expected second argument to be of type array or string, but found \"+Qt(pe(r))+\" instead.\");return r.indexOf(e)>=0},kr.prototype.eachChild=function(t){t(this.needle),t(this.haystack)},kr.prototype.outputDefined=function(){return!0},kr.prototype.serialize=function(){return[\"in\",this.needle.serialize(),this.haystack.serialize()]};var Ar=function(t,e,r){this.type=Ht,this.needle=t,this.haystack=e,this.fromIndex=r};Ar.parse=function(t,e){if(t.length<=2||t.length>=5)return e.error(\"Expected 3 or 4 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Wt),n=e.parse(t[2],2,Wt);if(!r||!n)return null;if(!re(r.type,[Gt,qt,Ht,Vt,Wt]))return e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Qt(r.type)+\" instead\");if(4===t.length){var i=e.parse(t[3],3,Ht);return i?new Ar(r,n,i):null}return new Ar(r,n)},Ar.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!ne(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new ge(\"Expected first argument to be of type boolean, string, number or 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Er(r.type,r,n)},Er.prototype.evaluate=function(t){var e=this.input.evaluate(t),r=this.beginIndex.evaluate(t);if(!ne(e,[\"string\",\"array\"]))throw new ge(\"Expected first argument to be of type array or string, but found \"+Qt(pe(e))+\" instead.\");if(this.endIndex){var n=this.endIndex.evaluate(t);return e.slice(r,n)}return e.slice(r)},Er.prototype.eachChild=function(t){t(this.input),t(this.beginIndex),this.endIndex&&t(this.endIndex)},Er.prototype.outputDefined=function(){return!1},Er.prototype.serialize=function(){if(null!=this.endIndex&&void 0!==this.endIndex){var t=this.endIndex.serialize();return[\"slice\",this.input.serialize(),this.beginIndex.serialize(),t]}return[\"slice\",this.input.serialize(),this.beginIndex.serialize()]};var Or=Pr(\"==\",(function(t,e,r){return e===r}),Cr),Ir=Pr(\"!=\",(function(t,e,r){return e!==r}),(function(t,e,r,n){return!Cr(0,e,r,n)})),Dr=Pr(\"<\",(function(t,e,r){return e<r}),(function(t,e,r,n){return 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e=[],a=t.value,s=t.key;if(\"array\"!==Jr(a))return[new zt(s,a,\"array expected, \"+Jr(a)+\" found\")];if(2!==a.length)return[new zt(s,a,\"array length 2 expected, length \"+a.length+\" found\")];if(u){if(\"object\"!==Jr(a[0]))return[new zt(s,a,\"object expected, \"+Jr(a[0])+\" found\")];if(void 0===a[0].zoom)return[new zt(s,a,\"object stop key must have zoom\")];if(void 0===a[0].value)return[new zt(s,a,\"object stop key must have value\")];if(n&&n>Bt(a[0].zoom))return[new zt(s,a[0].zoom,\"stop zoom values must appear in ascending order\")];Bt(a[0].zoom)!==n&&(n=Bt(a[0].zoom),r=void 0,o={}),e=e.concat(dn({key:s+\"[0]\",value:a[0],valueSpec:{zoom:{}},style:t.style,styleSpec:t.styleSpec,objectElementValidators:{zoom:gn,value:h}}))}else e=e.concat(h({key:s+\"[0]\",value:a[0],valueSpec:{},style:t.style,styleSpec:t.styleSpec},a));return sn(Nt(a[1]))?e.concat([new zt(s+\"[1]\",a[1],\"expressions are not allowed in function 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t.length<=1?\"any\"!==r:\"==\"===r?Mn(t[1],t[2],\"==\"):\"!=\"===r?Ln(Mn(t[1],t[2],\"==\")):\"<\"===r||\">\"===r||\"<=\"===r||\">=\"===r?Mn(t[1],t[2],r):\"any\"===r?(e=t.slice(1),[\"any\"].concat(e.map(An))):\"all\"===r?[\"all\"].concat(t.slice(1).map(An)):\"none\"===r?[\"all\"].concat(t.slice(1).map(An).map(Ln)):\"in\"===r?Sn(t[1],t.slice(2)):\"!in\"===r?Ln(Sn(t[1],t.slice(2))):\"has\"===r?En(t[1]):\"!has\"===r?Ln(En(t[1])):\"within\"!==r||t}function Mn(t,e,r){switch(t){case\"$type\":return[\"filter-type-\"+r,e];case\"$id\":return[\"filter-id-\"+r,e];default:return[\"filter-\"+r,t,e]}}function Sn(t,e){if(0===e.length)return!1;switch(t){case\"$type\":return[\"filter-type-in\",[\"literal\",e]];case\"$id\":return[\"filter-id-in\",[\"literal\",e]];default:return e.length>200&&!e.some((function(t){return typeof t!=typeof e[0]}))?[\"filter-in-large\",t,[\"literal\",e.sort(Tn)]]:[\"filter-in-small\",t,[\"literal\",e]]}}function 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r=t.key,n=t.style,i=t.styleSpec,a=t.value,o=t.objectKey,s=i[e+\"_\"+t.layerType];if(!s)return[];var l=o.match(/^(.*)-transition$/);if(\"paint\"===e&&l&&s[l[1]]&&s[l[1]].transition)return Un({key:r,value:a,valueSpec:i.transition,style:n,styleSpec:i});var u,c=t.valueSpec||s[o];if(!c)return[new zt(r,a,'unknown property \"'+o+'\"')];if(\"string\"===Jr(a)&&Yr(c)&&!c.tokens&&(u=/^{([^}]+)}$/.exec(a)))return[new zt(r,a,'\"'+o+'\" does not support interpolation syntax\\nUse an identity property function instead: `{ \"type\": \"identity\", \"property\": '+JSON.stringify(u[1])+\" }`.\")];var f=[];return\"symbol\"===t.layerType&&(\"text-field\"===o&&n&&!n.glyphs&&f.push(new zt(r,a,'use of \"text-field\" requires a style \"glyphs\" property')),\"text-font\"===o&&Kr(Nt(a))&&\"identity\"===Bt(a.type)&&f.push(new zt(r,a,'\"text-font\" does not support identity 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h=i.sources&&i.sources[r.source],p=h&&Bt(h.type);h?\"vector\"===p&&\"raster\"===s?e.push(new zt(n,r.source,'layer \"'+r.id+'\" requires a raster source')):\"raster\"===p&&\"raster\"!==s?e.push(new zt(n,r.source,'layer \"'+r.id+'\" requires a vector source')):\"vector\"!==p||r[\"source-layer\"]?\"raster-dem\"===p&&\"hillshade\"!==s?e.push(new zt(n,r.source,\"raster-dem source can only be used with layer type 'hillshade'.\")):\"line\"!==s||!r.paint||!r.paint[\"line-gradient\"]||\"geojson\"===p&&h.lineMetrics||e.push(new zt(n,r,'layer \"'+r.id+'\" specifies a line-gradient, which requires a GeoJSON source with `lineMetrics` enabled.')):e.push(new zt(n,r,'layer \"'+r.id+'\" must specify a \"source-layer\"')):e.push(new zt(n,r.source,'source \"'+r.source+'\" not found'))}else e.push(new zt(n,r,'missing required property \"source\"'));return e=e.concat(dn({key:n,value:r,valueSpec:a.layer,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(){return[]},type:function(){return Un({key:n+\".type\",value:r.type,valueSpec:a.layer.type,style:t.style,styleSpec:t.styleSpec,object:r,objectKey:\"type\"})},filter:Cn,layout:function(t){return dn({layer:r,key:t.key,value:t.value,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(t){return Dn(Ft({layerType:s},t))}}})},paint:function(t){return dn({layer:r,key:t.key,value:t.value,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(t){return In(Ft({layerType:s},t))}}})}}})),e}function Rn(t){var e=t.value,r=t.key,n=Jr(e);return\"string\"!==n?[new zt(r,e,\"string expected, \"+n+\" found\")]:[]}var Fn={promoteId:function(t){var e=t.key,r=t.value;if(\"string\"===Jr(r))return Rn({key:e,value:r});var n=[];for(var i in r)n.push.apply(n,Rn({key:e+\".\"+i,value:r[i]}));return n}};function Bn(t){var e=t.value,r=t.key,n=t.styleSpec,i=t.style;if(!e.type)return[new zt(r,e,'\"type\" is required')];var a,o=Bt(e.type);switch(o){case\"vector\":case\"raster\":case\"raster-dem\":return dn({key:r,value:e,valueSpec:n[\"source_\"+o.replace(\"-\",\"_\")],style:t.style,styleSpec:n,objectElementValidators:Fn});case\"geojson\":if(a=dn({key:r,value:e,valueSpec:n.source_geojson,style:i,styleSpec:n,objectElementValidators:Fn}),e.cluster)for(var s in e.clusterProperties){var l=e.clusterProperties[s],u=l[0],c=l[1],f=\"string\"==typeof u?[u,[\"accumulated\"],[\"get\",s]]:u;a.push.apply(a,mn({key:r+\".\"+s+\".map\",value:c,expressionContext:\"cluster-map\"})),a.push.apply(a,mn({key:r+\".\"+s+\".reduce\",value:f,expressionContext:\"cluster-reduce\"}))}return a;case\"video\":return dn({key:r,value:e,valueSpec:n.source_video,style:i,styleSpec:n});case\"image\":return dn({key:r,value:e,valueSpec:n.source_image,style:i,styleSpec:n});case\"canvas\":return[new zt(r,null,\"Please use runtime APIs to add canvas sources, rather than including them in stylesheets.\",\"source.canvas\")];default:return xn({key:r+\".type\",value:e.type,valueSpec:{values:[\"vector\",\"raster\",\"raster-dem\",\"geojson\",\"video\",\"image\"]},style:i,styleSpec:n})}}function Nn(t){var e=t.value,r=t.styleSpec,n=r.light,i=t.style,a=[],o=Jr(e);if(void 0===e)return a;if(\"object\"!==o)return a.concat([new zt(\"light\",e,\"object expected, \"+o+\" found\")]);for(var s in e){var l=s.match(/^(.*)-transition$/);a=l&&n[l[1]]&&n[l[1]].transition?a.concat(Un({key:s,value:e[s],valueSpec:r.transition,style:i,styleSpec:r})):n[s]?a.concat(Un({key:s,value:e[s],valueSpec:n[s],style:i,styleSpec:r})):a.concat([new zt(s,e[s],'unknown property \"'+s+'\"')])}return a}var jn={\"*\":function(){return[]},array:vn,boolean:function(t){var e=t.value,r=t.key,n=Jr(e);return\"boolean\"!==n?[new zt(r,e,\"boolean expected, \"+n+\" found\")]:[]},number:gn,color:function(t){var e=t.key,r=t.value,n=Jr(r);return\"string\"!==n?[new zt(e,r,\"color 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o=i[$n+a],s=i[$n+a+1];n.push(o===s?null:i.subarray(o,s))}var l=i[$n+n.length],u=i[$n+n.length+1];this.keys=i.subarray(l,u),this.bboxes=i.subarray(u),this.insert=this._insertReadonly}else{this.d=e+2*r;for(var c=0;c<this.d*this.d;c++)n.push([]);this.keys=[],this.bboxes=[]}this.n=e,this.extent=t,this.padding=r,this.scale=e/t,this.uid=0;var f=r/e*t;this.min=-f,this.max=t+f}Qn.prototype.insert=function(t,e,r,n,i){this._forEachCell(e,r,n,i,this._insertCell,this.uid++),this.keys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(i)},Qn.prototype._insertReadonly=function(){throw\"Cannot insert into a GridIndex created from an ArrayBuffer.\"},Qn.prototype._insertCell=function(t,e,r,n,i,a){this.cells[i].push(a)},Qn.prototype.query=function(t,e,r,n,i){var a=this.min,o=this.max;if(t<=a&&e<=a&&o<=r&&o<=n&&!i)return Array.prototype.slice.call(this.keys);var s=[];return this._forEachCell(t,e,r,n,this._queryCell,s,{},i),s},Qn.prototype._queryCell=function(t,e,r,n,i,a,o,s){var l=this.cells[i];if(null!==l)for(var u=this.keys,c=this.bboxes,f=0;f<l.length;f++){var h=l[f];if(void 0===o[h]){var p=4*h;(s?s(c[p+0],c[p+1],c[p+2],c[p+3]):t<=c[p+2]&&e<=c[p+3]&&r>=c[p+0]&&n>=c[p+1])?(o[h]=!0,a.push(u[h])):o[h]=!1}}},Qn.prototype._forEachCell=function(t,e,r,n,i,a,o,s){for(var l=this._convertToCellCoord(t),u=this._convertToCellCoord(e),c=this._convertToCellCoord(r),f=this._convertToCellCoord(n),h=l;h<=c;h++)for(var p=u;p<=f;p++){var d=this.d*p+h;if((!s||s(this._convertFromCellCoord(h),this._convertFromCellCoord(p),this._convertFromCellCoord(h+1),this._convertFromCellCoord(p+1)))&&i.call(this,t,e,r,n,d,a,o,s))return}},Qn.prototype._convertFromCellCoord=function(t){return(t-this.padding)/this.scale},Qn.prototype._convertToCellCoord=function(t){return Math.max(0,Math.min(this.d-1,Math.floor(t*this.scale)+this.padding))},Qn.prototype.toArrayBuffer=function(){if(this.arrayBuffer)return this.arrayBuffer;for(var t=this.cells,e=$n+this.cells.length+1+1,r=0,n=0;n<this.cells.length;n++)r+=this.cells[n].length;var i=new Int32Array(e+r+this.keys.length+this.bboxes.length);i[0]=this.extent,i[1]=this.n,i[2]=this.padding;for(var a=e,o=0;o<t.length;o++){var s=t[o];i[$n+o]=a,i.set(s,a),a+=s.length}return i[$n+t.length]=a,i.set(this.keys,a),a+=this.keys.length,i[$n+t.length+1]=a,i.set(this.bboxes,a),a+=this.bboxes.length,i.buffer};var ti=self.ImageData,ei=self.ImageBitmap,ri={};function ni(t,e,r){void 0===r&&(r={}),Object.defineProperty(e,\"_classRegistryKey\",{value:t,writeable:!1}),ri[t]={klass:e,omit:r.omit||[],shallow:r.shallow||[]}}for(var ii in ni(\"Object\",Object),Kn.serialize=function(t,e){var r=t.toArrayBuffer();return e&&e.push(r),{buffer:r}},Kn.deserialize=function(t){return new Kn(t.buffer)},ni(\"Grid\",Kn),ni(\"Color\",oe),ni(\"Error\",Error),ni(\"ResolvedImage\",ce),ni(\"StylePropertyFunction\",hn),ni(\"StyleExpression\",on,{omit:[\"_evaluator\"]}),ni(\"ZoomDependentExpression\",cn),ni(\"ZoomConstantExpression\",un),ni(\"CompoundExpression\",Ae,{omit:[\"_evaluate\"]}),jr)jr[ii]._classRegistryKey||ni(\"Expression_\"+ii,jr[ii]);function ai(t){return t&&\"undefined\"!=typeof ArrayBuffer&&(t instanceof ArrayBuffer||t.constructor&&\"ArrayBuffer\"===t.constructor.name)}function oi(t){return ei&&t instanceof ei}function si(t,e){if(null==t||\"boolean\"==typeof t||\"number\"==typeof t||\"string\"==typeof t||t instanceof Boolean||t instanceof Number||t instanceof String||t instanceof Date||t instanceof RegExp)return t;if(ai(t)||oi(t))return e&&e.push(t),t;if(ArrayBuffer.isView(t)){var r=t;return e&&e.push(r.buffer),r}if(t instanceof ti)return e&&e.push(t.data.buffer),t;if(Array.isArray(t)){for(var n=[],i=0,a=t;i<a.length;i+=1){var o=a[i];n.push(si(o,e))}return n}if(\"object\"==typeof t){var s=t.constructor,l=s._classRegistryKey;if(!l)throw new Error(\"can't serialize object of unregistered class\");var u=s.serialize?s.serialize(t,e):{};if(!s.serialize){for(var c in t)if(t.hasOwnProperty(c)&&!(ri[l].omit.indexOf(c)>=0)){var f=t[c];u[c]=ri[l].shallow.indexOf(c)>=0?f:si(f,e)}t instanceof Error&&(u.message=t.message)}if(u.$name)throw new Error(\"$name property is reserved for worker serialization logic.\");return\"Object\"!==l&&(u.$name=l),u}throw new Error(\"can't serialize object of type \"+typeof t)}function li(t){if(null==t||\"boolean\"==typeof t||\"number\"==typeof t||\"string\"==typeof t||t instanceof Boolean||t instanceof Number||t instanceof String||t instanceof Date||t instanceof RegExp||ai(t)||oi(t)||ArrayBuffer.isView(t)||t instanceof ti)return t;if(Array.isArray(t))return t.map(li);if(\"object\"==typeof t){var e=t.$name||\"Object\",r=ri[e].klass;if(!r)throw new Error(\"can't deserialize unregistered class 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Aboriginal Syllabics\":function(t){return t>=5120&&t<=5759},Khmer:function(t){return t>=6016&&t<=6143},\"Unified Canadian Aboriginal Syllabics Extended\":function(t){return t>=6320&&t<=6399},\"General Punctuation\":function(t){return t>=8192&&t<=8303},\"Letterlike Symbols\":function(t){return t>=8448&&t<=8527},\"Number Forms\":function(t){return t>=8528&&t<=8591},\"Miscellaneous Technical\":function(t){return t>=8960&&t<=9215},\"Control Pictures\":function(t){return t>=9216&&t<=9279},\"Optical Character Recognition\":function(t){return t>=9280&&t<=9311},\"Enclosed Alphanumerics\":function(t){return t>=9312&&t<=9471},\"Geometric Shapes\":function(t){return t>=9632&&t<=9727},\"Miscellaneous Symbols\":function(t){return t>=9728&&t<=9983},\"Miscellaneous Symbols and Arrows\":function(t){return t>=11008&&t<=11263},\"CJK Radicals Supplement\":function(t){return t>=11904&&t<=12031},\"Kangxi Radicals\":function(t){return t>=12032&&t<=12255},\"Ideographic Description 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t&&t.indexOf(\"NetworkError\")>-1&&(Ti=_i),wi&&wi(t)};function Mi(){Si.fire(new Pt(\"pluginStateChange\",{pluginStatus:Ti,pluginURL:ki}))}var Si=new It,Ei=function(){return Ti},Li=function(){if(Ti!==mi||!ki)throw new Error(\"rtl-text-plugin cannot be downloaded unless a pluginURL is specified\");Ti=xi,Mi(),ki&&kt({url:ki},(function(t){t?Ai(t):(Ti=bi,Mi())}))},Ci={applyArabicShaping:null,processBidirectionalText:null,processStyledBidirectionalText:null,isLoaded:function(){return Ti===bi||null!=Ci.applyArabicShaping},isLoading:function(){return Ti===xi},setState:function(t){Ti=t.pluginStatus,ki=t.pluginURL},isParsed:function(){return null!=Ci.applyArabicShaping&&null!=Ci.processBidirectionalText&&null!=Ci.processStyledBidirectionalText},getPluginURL:function(){return ki}},Pi=function(t,e){this.zoom=t,e?(this.now=e.now,this.fadeDuration=e.fadeDuration,this.zoomHistory=e.zoomHistory,this.transition=e.transition):(this.now=0,this.fadeDuration=0,this.zoomHistory=new 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b(this._values[t].transition)},Di.prototype.setTransition=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new Ii(this._values[t].property)),this._values[t].transition=b(e)||void 0},Di.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i);var a=this.getTransition(n);void 0!==a&&(t[n+\"-transition\"]=a)}return t},Di.prototype.transitioned=function(t,e){for(var r=new Ri(this._properties),n=0,i=Object.keys(this._values);n<i.length;n+=1){var a=i[n];r._values[a]=this._values[a].transitioned(t,e._values[a])}return r},Di.prototype.untransitioned=function(){for(var t=new Ri(this._properties),e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e];t._values[n]=this._values[n].untransitioned()}return t};var zi=function(t,e,r,n,i){this.property=t,this.value=e,this.begin=i+n.delay||0,this.end=this.begin+n.duration||0,t.specification.transition&&(n.delay||n.duration)&&(this.prior=r)};zi.prototype.possiblyEvaluate=function(t,e,r){var n=t.now||0,i=this.value.possiblyEvaluate(t,e,r),a=this.prior;if(a){if(n>this.end)return this.prior=null,i;if(this.value.isDataDriven())return this.prior=null,i;if(n<this.begin)return a.possiblyEvaluate(t,e,r);var o=(n-this.begin)/(this.end-this.begin);return this.property.interpolate(a.possiblyEvaluate(t,e,r),i,function(t){if(t<=0)return 0;if(t>=1)return 1;var e=t*t,r=e*t;return 4*(t<.5?r:3*(t-e)+r-.75)}(o))}return i};var Ri=function(t){this._properties=t,this._values=Object.create(t.defaultTransitioningPropertyValues)};Ri.prototype.possiblyEvaluate=function(t,e,r){for(var n=new Ni(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n},Ri.prototype.hasTransition=function(){for(var t=0,e=Object.keys(this._values);t<e.length;t+=1){var r=e[t];if(this._values[r].prior)return!0}return!1};var Fi=function(t){this._properties=t,this._values=Object.create(t.defaultPropertyValues)};Fi.prototype.getValue=function(t){return b(this._values[t].value)},Fi.prototype.setValue=function(t,e){this._values[t]=new Oi(this._values[t].property,null===e?void 0:b(e))},Fi.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i)}return t},Fi.prototype.possiblyEvaluate=function(t,e,r){for(var n=new Ni(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n};var Bi=function(t,e,r){this.property=t,this.value=e,this.parameters=r};Bi.prototype.isConstant=function(){return\"constant\"===this.value.kind},Bi.prototype.constantOr=function(t){return\"constant\"===this.value.kind?this.value.value:t},Bi.prototype.evaluate=function(t,e,r,n){return this.property.evaluate(this.value,this.parameters,t,e,r,n)};var Ni=function(t){this._properties=t,this._values=Object.create(t.defaultPossiblyEvaluatedValues)};Ni.prototype.get=function(t){return this._values[t]};var ji=function(t){this.specification=t};ji.prototype.possiblyEvaluate=function(t,e){return t.expression.evaluate(e)},ji.prototype.interpolate=function(t,e,r){var n=Qe[this.specification.type];return n?n(t,e,r):t};var Ui=function(t,e){this.specification=t,this.overrides=e};Ui.prototype.possiblyEvaluate=function(t,e,r,n){return\"constant\"===t.expression.kind||\"camera\"===t.expression.kind?new Bi(this,{kind:\"constant\",value:t.expression.evaluate(e,null,{},r,n)},e):new Bi(this,t.expression,e)},Ui.prototype.interpolate=function(t,e,r){if(\"constant\"!==t.value.kind||\"constant\"!==e.value.kind)return t;if(void 0===t.value.value||void 0===e.value.value)return new Bi(this,{kind:\"constant\",value:void 0},t.parameters);var n=Qe[this.specification.type];return n?new Bi(this,{kind:\"constant\",value:n(t.value.value,e.value.value,r)},t.parameters):t},Ui.prototype.evaluate=function(t,e,r,n,i,a){return\"constant\"===t.kind?t.value:t.evaluate(e,r,n,i,a)};var Vi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0===t.value)return new Bi(this,{kind:\"constant\",value:void 0},e);if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n),a=\"resolvedImage\"===t.property.specification.type&&\"string\"!=typeof i?i.name:i,o=this._calculate(a,a,a,e);return new Bi(this,{kind:\"constant\",value:o},e)}if(\"camera\"===t.expression.kind){var s=this._calculate(t.expression.evaluate({zoom:e.zoom-1}),t.expression.evaluate({zoom:e.zoom}),t.expression.evaluate({zoom:e.zoom+1}),e);return new Bi(this,{kind:\"constant\",value:s},e)}return new Bi(this,t.expression,e)},e.prototype.evaluate=function(t,e,r,n,i,a){if(\"source\"===t.kind){var o=t.evaluate(e,r,n,i,a);return this._calculate(o,o,o,e)}return\"composite\"===t.kind?this._calculate(t.evaluate({zoom:Math.floor(e.zoom)-1},r,n),t.evaluate({zoom:Math.floor(e.zoom)},r,n),t.evaluate({zoom:Math.floor(e.zoom)+1},r,n),e):t.value},e.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},e.prototype.interpolate=function(t){return t},e}(Ui),Hi=function(t){this.specification=t};Hi.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0!==t.value){if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n);return this._calculate(i,i,i,e)}return this._calculate(t.expression.evaluate(new Pi(Math.floor(e.zoom-1),e)),t.expression.evaluate(new Pi(Math.floor(e.zoom),e)),t.expression.evaluate(new Pi(Math.floor(e.zoom+1),e)),e)}},Hi.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},Hi.prototype.interpolate=function(t){return t};var qi=function(t){this.specification=t};qi.prototype.possiblyEvaluate=function(t,e,r,n){return!!t.expression.evaluate(e,null,{},r,n)},qi.prototype.interpolate=function(){return!1};var Gi=function(t){for(var e in this.properties=t,this.defaultPropertyValues={},this.defaultTransitionablePropertyValues={},this.defaultTransitioningPropertyValues={},this.defaultPossiblyEvaluatedValues={},this.overridableProperties=[],t){var r=t[e];r.specification.overridable&&this.overridableProperties.push(e);var n=this.defaultPropertyValues[e]=new Oi(r,void 0),i=this.defaultTransitionablePropertyValues[e]=new Ii(r);this.defaultTransitioningPropertyValues[e]=i.untransitioned(),this.defaultPossiblyEvaluatedValues[e]=n.possiblyEvaluate({})}};ni(\"DataDrivenProperty\",Ui),ni(\"DataConstantProperty\",ji),ni(\"CrossFadedDataDrivenProperty\",Vi),ni(\"CrossFadedProperty\",Hi),ni(\"ColorRampProperty\",qi);var Zi=\"-transition\",Yi=function(t){function e(e,r){if(t.call(this),this.id=e.id,this.type=e.type,this._featureFilter={filter:function(){return!0},needGeometry:!1},\"custom\"!==e.type&&(this.metadata=e.metadata,this.minzoom=e.minzoom,this.maxzoom=e.maxzoom,\"background\"!==e.type&&(this.source=e.source,this.sourceLayer=e[\"source-layer\"],this.filter=e.filter),r.layout&&(this._unevaluatedLayout=new Fi(r.layout)),r.paint)){for(var n in this._transitionablePaint=new Di(r.paint),e.paint)this.setPaintProperty(n,e.paint[n],{validate:!1});for(var i in e.layout)this.setLayoutProperty(i,e.layout[i],{validate:!1});this._transitioningPaint=this._transitionablePaint.untransitioned(),this.paint=new Ni(r.paint)}}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getCrossfadeParameters=function(){return this._crossfadeParameters},e.prototype.getLayoutProperty=function(t){return\"visibility\"===t?this.visibility:this._unevaluatedLayout.getValue(t)},e.prototype.setLayoutProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n=\"layers.\"+this.id+\".layout.\"+t;if(this._validate(Xn,n,t,e,r))return}\"visibility\"!==t?this._unevaluatedLayout.setValue(t,e):this.visibility=e},e.prototype.getPaintProperty=function(t){return y(t,Zi)?this._transitionablePaint.getTransition(t.slice(0,-11)):this._transitionablePaint.getValue(t)},e.prototype.setPaintProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n=\"layers.\"+this.id+\".paint.\"+t;if(this._validate(Wn,n,t,e,r))return!1}if(y(t,Zi))return this._transitionablePaint.setTransition(t.slice(0,-11),e||void 0),!1;var i=this._transitionablePaint._values[t],a=\"cross-faded-data-driven\"===i.property.specification[\"property-type\"],o=i.value.isDataDriven(),s=i.value;this._transitionablePaint.setValue(t,e),this._handleSpecialPaintPropertyUpdate(t);var l=this._transitionablePaint._values[t].value;return l.isDataDriven()||o||a||this._handleOverridablePaintPropertyUpdate(t,s,l)},e.prototype._handleSpecialPaintPropertyUpdate=function(t){},e.prototype._handleOverridablePaintPropertyUpdate=function(t,e,r){return!1},e.prototype.isHidden=function(t){return!!(this.minzoom&&t<this.minzoom)||!!(this.maxzoom&&t>=this.maxzoom)||\"none\"===this.visibility},e.prototype.updateTransitions=function(t){this._transitioningPaint=this._transitionablePaint.transitioned(t,this._transitioningPaint)},e.prototype.hasTransition=function(){return this._transitioningPaint.hasTransition()},e.prototype.recalculate=function(t,e){t.getCrossfadeParameters&&(this._crossfadeParameters=t.getCrossfadeParameters()),this._unevaluatedLayout&&(this.layout=this._unevaluatedLayout.possiblyEvaluate(t,void 0,e)),this.paint=this._transitioningPaint.possiblyEvaluate(t,void 0,e)},e.prototype.serialize=function(){var t={id:this.id,type:this.type,source:this.source,\"source-layer\":this.sourceLayer,metadata:this.metadata,minzoom:this.minzoom,maxzoom:this.maxzoom,filter:this.filter,layout:this._unevaluatedLayout&&this._unevaluatedLayout.serialize(),paint:this._transitionablePaint&&this._transitionablePaint.serialize()};return this.visibility&&(t.layout=t.layout||{},t.layout.visibility=this.visibility),x(t,(function(t,e){return!(void 0===t||\"layout\"===e&&!Object.keys(t).length||\"paint\"===e&&!Object.keys(t).length)}))},e.prototype._validate=function(t,e,r,n,i){return void 0===i&&(i={}),(!i||!1!==i.validate)&&Jn(this,t.call(Zn,{key:e,layerType:this.type,objectKey:r,value:n,styleSpec:Dt,style:{glyphs:!0,sprite:!0}}))},e.prototype.is3D=function(){return!1},e.prototype.isTileClipped=function(){return!1},e.prototype.hasOffscreenPass=function(){return!1},e.prototype.resize=function(){},e.prototype.isStateDependent=function(){for(var t in this.paint._values){var e=this.paint.get(t);if(e instanceof Bi&&Yr(e.property.specification)&&(\"source\"===e.value.kind||\"composite\"===e.value.kind)&&e.value.isStateDependent)return!0}return!1},e}(It),Wi={Int8:Int8Array,Uint8:Uint8Array,Int16:Int16Array,Uint16:Uint16Array,Int32:Int32Array,Uint32:Uint32Array,Float32:Float32Array},Xi=function(t,e){this._structArray=t,this._pos1=e*this.size,this._pos2=this._pos1/2,this._pos4=this._pos1/4,this._pos8=this._pos1/8},Ji=function(){this.isTransferred=!1,this.capacity=-1,this.resize(0)};function Ki(t,e){void 0===e&&(e=1);var r=0,n=0;return{members:t.map((function(t){var i,a=(i=t.type,Wi[i].BYTES_PER_ELEMENT),o=r=$i(r,Math.max(e,a)),s=t.components||1;return n=Math.max(n,a),r+=a*s,{name:t.name,type:t.type,components:s,offset:o}})),size:$i(r,Math.max(n,e)),alignment:e}}function $i(t,e){return Math.ceil(t/e)*e}Ji.serialize=function(t,e){return t._trim(),e&&(t.isTransferred=!0,e.push(t.arrayBuffer)),{length:t.length,arrayBuffer:t.arrayBuffer}},Ji.deserialize=function(t){var e=Object.create(this.prototype);return e.arrayBuffer=t.arrayBuffer,e.length=t.length,e.capacity=t.arrayBuffer.byteLength/e.bytesPerElement,e._refreshViews(),e},Ji.prototype._trim=function(){this.length!==this.capacity&&(this.capacity=this.length,this.arrayBuffer=this.arrayBuffer.slice(0,this.length*this.bytesPerElement),this._refreshViews())},Ji.prototype.clear=function(){this.length=0},Ji.prototype.resize=function(t){this.reserve(t),this.length=t},Ji.prototype.reserve=function(t){if(t>this.capacity){this.capacity=Math.max(t,Math.floor(5*this.capacity),128),this.arrayBuffer=new ArrayBuffer(this.capacity*this.bytesPerElement);var e=this.uint8;this._refreshViews(),e&&this.uint8.set(e)}},Ji.prototype._refreshViews=function(){throw new Error(\"_refreshViews() must be implemented by each concrete StructArray layout\")};var Qi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.int16[n+0]=e,this.int16[n+1]=r,t},e}(Ji);Qi.prototype.bytesPerElement=4,ni(\"StructArrayLayout2i4\",Qi);var ta=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new 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this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(Ji);ea.prototype.bytesPerElement=12,ni(\"StructArrayLayout2i4i12\",ea);var ra=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=4*t,l=8*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.uint8[l+4]=n,this.uint8[l+5]=i,this.uint8[l+6]=a,this.uint8[l+7]=o,t},e}(Ji);ra.prototype.bytesPerElement=8,ni(\"StructArrayLayout2i4ub8\",ra);var na=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,u){var c=this.length;return this.resize(c+1),this.emplace(c,t,e,r,n,i,a,o,s,l,u)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,u,c){var f=9*t,h=18*t;return this.uint16[f+0]=e,this.uint16[f+1]=r,this.uint16[f+2]=n,this.uint16[f+3]=i,this.uint16[f+4]=a,this.uint16[f+5]=o,this.uint16[f+6]=s,this.uint16[f+7]=l,this.uint8[h+16]=u,this.uint8[h+17]=c,t},e}(Ji);na.prototype.bytesPerElement=18,ni(\"StructArrayLayout8ui2ub18\",na);var ia=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,u,c,f){var h=this.length;return this.resize(h+1),this.emplace(h,t,e,r,n,i,a,o,s,l,u,c,f)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,u,c,f,h){var p=12*t;return this.int16[p+0]=e,this.int16[p+1]=r,this.int16[p+2]=n,this.int16[p+3]=i,this.uint16[p+4]=a,this.uint16[p+5]=o,this.uint16[p+6]=s,this.uint16[p+7]=l,this.int16[p+8]=u,this.int16[p+9]=c,this.int16[p+10]=f,this.int16[p+11]=h,t},e}(Ji);ia.prototype.bytesPerElement=24,ni(\"StructArrayLayout4i4ui4i24\",ia);var aa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.float32[i+0]=e,this.float32[i+1]=r,this.float32[i+2]=n,t},e}(Ji);aa.prototype.bytesPerElement=12,ni(\"StructArrayLayout3f12\",aa);var oa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.uint32[r+0]=e,t},e}(Ji);oa.prototype.bytesPerElement=4,ni(\"StructArrayLayout1ul4\",oa);var sa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l){var u=this.length;return this.resize(u+1),this.emplace(u,t,e,r,n,i,a,o,s,l)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,u){var c=10*t,f=5*t;return this.int16[c+0]=e,this.int16[c+1]=r,this.int16[c+2]=n,this.int16[c+3]=i,this.int16[c+4]=a,this.int16[c+5]=o,this.uint32[f+3]=s,this.uint16[c+8]=l,this.uint16[c+9]=u,t},e}(Ji);sa.prototype.bytesPerElement=20,ni(\"StructArrayLayout6i1ul2ui20\",sa);var la=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(Ji);la.prototype.bytesPerElement=12,ni(\"StructArrayLayout2i2i2i12\",la);var ua=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i){var a=this.length;return this.resize(a+1),this.emplace(a,t,e,r,n,i)},e.prototype.emplace=function(t,e,r,n,i,a){var o=4*t,s=8*t;return this.float32[o+0]=e,this.float32[o+1]=r,this.float32[o+2]=n,this.int16[s+6]=i,this.int16[s+7]=a,t},e}(Ji);ua.prototype.bytesPerElement=16,ni(\"StructArrayLayout2f1f2i16\",ua);var ca=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=12*t,o=3*t;return this.uint8[a+0]=e,this.uint8[a+1]=r,this.float32[o+1]=n,this.float32[o+2]=i,t},e}(Ji);ca.prototype.bytesPerElement=12,ni(\"StructArrayLayout2ub2f12\",ca);var fa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return 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this.int16[m+0]=e,this.int16[m+1]=r,this.uint16[m+2]=n,this.uint16[m+3]=i,this.uint32[x+2]=a,this.uint32[x+3]=o,this.uint32[x+4]=s,this.uint16[m+10]=l,this.uint16[m+11]=u,this.uint16[m+12]=c,this.float32[x+7]=f,this.float32[x+8]=h,this.uint8[b+36]=p,this.uint8[b+37]=d,this.uint8[b+38]=v,this.uint32[x+10]=g,this.int16[m+22]=y,t},e}(Ji);ha.prototype.bytesPerElement=48,ni(\"StructArrayLayout2i2ui3ul3ui2f3ub1ul1i48\",ha);var pa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v,g,y,m,x,b,_,w,T,k,A,M,S){var E=this.length;return this.resize(E+1),this.emplace(E,t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v,g,y,m,x,b,_,w,T,k,A,M,S)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v,g,y,m,x,b,_,w,T,k,A,M,S,E){var L=34*t,C=17*t;return this.int16[L+0]=e,this.int16[L+1]=r,this.int16[L+2]=n,this.int16[L+3]=i,this.int16[L+4]=a,this.int16[L+5]=o,this.int16[L+6]=s,this.int16[L+7]=l,this.uint16[L+8]=u,this.uint16[L+9]=c,this.uint16[L+10]=f,this.uint16[L+11]=h,this.uint16[L+12]=p,this.uint16[L+13]=d,this.uint16[L+14]=v,this.uint16[L+15]=g,this.uint16[L+16]=y,this.uint16[L+17]=m,this.uint16[L+18]=x,this.uint16[L+19]=b,this.uint16[L+20]=_,this.uint16[L+21]=w,this.uint16[L+22]=T,this.uint32[C+12]=k,this.float32[C+13]=A,this.float32[C+14]=M,this.float32[C+15]=S,this.float32[C+16]=E,t},e}(Ji);pa.prototype.bytesPerElement=68,ni(\"StructArrayLayout8i15ui1ul4f68\",pa);var da=function(t){function e(){t.apply(this,arguments)}return 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this.float32[a+0]=e,this.float32[a+1]=r,this.float32[a+2]=n,this.float32[a+3]=i,t},e}(Ji);ba.prototype.bytesPerElement=16,ni(\"StructArrayLayout4f16\",ba);var _a=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorPointX:{configurable:!0},anchorPointY:{configurable:!0},x1:{configurable:!0},y1:{configurable:!0},x2:{configurable:!0},y2:{configurable:!0},featureIndex:{configurable:!0},sourceLayerIndex:{configurable:!0},bucketIndex:{configurable:!0},anchorPoint:{configurable:!0}};return r.anchorPointX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorPointY.get=function(){return this._structArray.int16[this._pos2+1]},r.x1.get=function(){return this._structArray.int16[this._pos2+2]},r.y1.get=function(){return this._structArray.int16[this._pos2+3]},r.x2.get=function(){return this._structArray.int16[this._pos2+4]},r.y2.get=function(){return 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this._structArray.uint32[this._pos4+10]},r.crossTileID.set=function(t){this._structArray.uint32[this._pos4+10]=t},r.associatedIconIndex.get=function(){return this._structArray.int16[this._pos2+22]},Object.defineProperties(e.prototype,r),e}(Xi);Ta.prototype.size=48;var ka=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new Ta(this,t)},e}(ha);ni(\"PlacedSymbolArray\",ka);var Aa=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorX:{configurable:!0},anchorY:{configurable:!0},rightJustifiedTextSymbolIndex:{configurable:!0},centerJustifiedTextSymbolIndex:{configurable:!0},leftJustifiedTextSymbolIndex:{configurable:!0},verticalPlacedTextSymbolIndex:{configurable:!0},placedIconSymbolIndex:{configurable:!0},verticalPlacedIconSymbolIndex:{configurable:!0},key:{configurable:!0},textBoxStartIndex:{configurable:!0},textBoxEndIndex:{configurable:!0},verticalTextBoxStartIndex:{configurable:!0},verticalTextBoxEndIndex:{configurable:!0},iconBoxStartIndex:{configurable:!0},iconBoxEndIndex:{configurable:!0},verticalIconBoxStartIndex:{configurable:!0},verticalIconBoxEndIndex:{configurable:!0},featureIndex:{configurable:!0},numHorizontalGlyphVertices:{configurable:!0},numVerticalGlyphVertices:{configurable:!0},numIconVertices:{configurable:!0},numVerticalIconVertices:{configurable:!0},useRuntimeCollisionCircles:{configurable:!0},crossTileID:{configurable:!0},textBoxScale:{configurable:!0},textOffset0:{configurable:!0},textOffset1:{configurable:!0},collisionCircleDiameter:{configurable:!0}};return r.anchorX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorY.get=function(){return this._structArray.int16[this._pos2+1]},r.rightJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+2]},r.centerJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+3]},r.leftJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+4]},r.verticalPlacedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+5]},r.placedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+6]},r.verticalPlacedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+7]},r.key.get=function(){return this._structArray.uint16[this._pos2+8]},r.textBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+9]},r.textBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+10]},r.verticalTextBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+11]},r.verticalTextBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+12]},r.iconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+13]},r.iconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+14]},r.verticalIconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+15]},r.verticalIconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+16]},r.featureIndex.get=function(){return this._structArray.uint16[this._pos2+17]},r.numHorizontalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+18]},r.numVerticalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+19]},r.numIconVertices.get=function(){return this._structArray.uint16[this._pos2+20]},r.numVerticalIconVertices.get=function(){return this._structArray.uint16[this._pos2+21]},r.useRuntimeCollisionCircles.get=function(){return 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t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){this.current!==t&&(this.current=t,this.gl.uniform1i(this.location,t))},e}(Ga),Ya=function(t){function e(e,r){t.call(this,e,r),this.current=0}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){this.current!==t&&(this.current=t,this.gl.uniform1f(this.location,t))},e}(Ga),Wa=function(t){function e(e,r){t.call(this,e,r),this.current=[0,0]}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){t[0]===this.current[0]&&t[1]===this.current[1]||(this.current=t,this.gl.uniform2f(this.location,t[0],t[1]))},e}(Ga),Xa=function(t){function e(e,r){t.call(this,e,r),this.current=[0,0,0]}return 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Float32Array(16),Qa=function(t){function e(e,r){t.call(this,e,r),this.current=$a}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){if(t[12]!==this.current[12]||t[0]!==this.current[0])return this.current=t,void this.gl.uniformMatrix4fv(this.location,!1,t);for(var e=1;e<16;e++)if(t[e]!==this.current[e]){this.current=t,this.gl.uniformMatrix4fv(this.location,!1,t);break}},e}(Ga);function to(t){return[Ia(255*t.r,255*t.g),Ia(255*t.b,255*t.a)]}var eo=function(t,e,r){this.value=t,this.uniformNames=e.map((function(t){return\"u_\"+t})),this.type=r};eo.prototype.setUniform=function(t,e,r){t.set(r.constantOr(this.value))},eo.prototype.getBinding=function(t,e,r){return\"color\"===this.type?new Ka(t,e):new Ya(t,e)};var ro=function(t,e){this.uniformNames=e.map((function(t){return\"u_\"+t})),this.patternFrom=null,this.patternTo=null,this.pixelRatioFrom=1,this.pixelRatioTo=1};ro.prototype.setConstantPatternPositions=function(t,e){this.pixelRatioFrom=e.pixelRatio,this.pixelRatioTo=t.pixelRatio,this.patternFrom=e.tlbr,this.patternTo=t.tlbr},ro.prototype.setUniform=function(t,e,r,n){var i=\"u_pattern_to\"===n?this.patternTo:\"u_pattern_from\"===n?this.patternFrom:\"u_pixel_ratio_to\"===n?this.pixelRatioTo:\"u_pixel_ratio_from\"===n?this.pixelRatioFrom:null;i&&t.set(i)},ro.prototype.getBinding=function(t,e,r){return\"u_pattern\"===r.substr(0,9)?new Ja(t,e):new Ya(t,e)};var no=function(t,e,r,n){this.expression=t,this.type=r,this.maxValue=0,this.paintVertexAttributes=e.map((function(t){return{name:\"a_\"+t,type:\"Float32\",components:\"color\"===r?2:1,offset:0}})),this.paintVertexArray=new n};no.prototype.populatePaintArray=function(t,e,r,n,i){var a=this.paintVertexArray.length,o=this.expression.evaluate(new Pi(0),e,{},n,[],i);this.paintVertexArray.resize(t),this._setPaintValue(a,t,o)},no.prototype.updatePaintArray=function(t,e,r,n){var i=this.expression.evaluate({zoom:0},r,n);this._setPaintValue(t,e,i)},no.prototype._setPaintValue=function(t,e,r){if(\"color\"===this.type)for(var n=to(r),i=t;i<e;i++)this.paintVertexArray.emplace(i,n[0],n[1]);else{for(var a=t;a<e;a++)this.paintVertexArray.emplace(a,r);this.maxValue=Math.max(this.maxValue,Math.abs(r))}},no.prototype.upload=function(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))},no.prototype.destroy=function(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()};var io=function(t,e,r,n,i,a){this.expression=t,this.uniformNames=e.map((function(t){return\"u_\"+t+\"_t\"})),this.type=r,this.useIntegerZoom=n,this.zoom=i,this.maxValue=0,this.paintVertexAttributes=e.map((function(t){return{name:\"a_\"+t,type:\"Float32\",components:\"color\"===r?4:2,offset:0}})),this.paintVertexArray=new a};io.prototype.populatePaintArray=function(t,e,r,n,i){var a=this.expression.evaluate(new Pi(this.zoom),e,{},n,[],i),o=this.expression.evaluate(new Pi(this.zoom+1),e,{},n,[],i),s=this.paintVertexArray.length;this.paintVertexArray.resize(t),this._setPaintValue(s,t,a,o)},io.prototype.updatePaintArray=function(t,e,r,n){var i=this.expression.evaluate({zoom:this.zoom},r,n),a=this.expression.evaluate({zoom:this.zoom+1},r,n);this._setPaintValue(t,e,i,a)},io.prototype._setPaintValue=function(t,e,r,n){if(\"color\"===this.type)for(var i=to(r),a=to(n),o=t;o<e;o++)this.paintVertexArray.emplace(o,i[0],i[1],a[0],a[1]);else{for(var s=t;s<e;s++)this.paintVertexArray.emplace(s,r,n);this.maxValue=Math.max(this.maxValue,Math.abs(r),Math.abs(n))}},io.prototype.upload=function(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))},io.prototype.destroy=function(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()},io.prototype.setUniform=function(t,e){var r=this.useIntegerZoom?Math.floor(e.zoom):e.zoom,n=u(this.expression.interpolationFactor(r,this.zoom,this.zoom+1),0,1);t.set(n)},io.prototype.getBinding=function(t,e,r){return new Ya(t,e)};var ao=function(t,e,r,n,i,a){this.expression=t,this.type=e,this.useIntegerZoom=r,this.zoom=n,this.layerId=a,this.zoomInPaintVertexArray=new i,this.zoomOutPaintVertexArray=new i};ao.prototype.populatePaintArray=function(t,e,r){var n=this.zoomInPaintVertexArray.length;this.zoomInPaintVertexArray.resize(t),this.zoomOutPaintVertexArray.resize(t),this._setPaintValues(n,t,e.patterns&&e.patterns[this.layerId],r)},ao.prototype.updatePaintArray=function(t,e,r,n,i){this._setPaintValues(t,e,r.patterns&&r.patterns[this.layerId],i)},ao.prototype._setPaintValues=function(t,e,r,n){if(n&&r){var i=r.min,a=r.mid,o=r.max,s=n[i],l=n[a],u=n[o];if(s&&l&&u)for(var c=t;c<e;c++)this.zoomInPaintVertexArray.emplace(c,l.tl[0],l.tl[1],l.br[0],l.br[1],s.tl[0],s.tl[1],s.br[0],s.br[1],l.pixelRatio,s.pixelRatio),this.zoomOutPaintVertexArray.emplace(c,l.tl[0],l.tl[1],l.br[0],l.br[1],u.tl[0],u.tl[1],u.br[0],u.br[1],l.pixelRatio,u.pixelRatio)}},ao.prototype.upload=function(t){this.zoomInPaintVertexArray&&this.zoomInPaintVertexArray.arrayBuffer&&this.zoomOutPaintVertexArray&&this.zoomOutPaintVertexArray.arrayBuffer&&(this.zoomInPaintVertexBuffer=t.createVertexBuffer(this.zoomInPaintVertexArray,Da.members,this.expression.isStateDependent),this.zoomOutPaintVertexBuffer=t.createVertexBuffer(this.zoomOutPaintVertexArray,Da.members,this.expression.isStateDependent))},ao.prototype.destroy=function(){this.zoomOutPaintVertexBuffer&&this.zoomOutPaintVertexBuffer.destroy(),this.zoomInPaintVertexBuffer&&this.zoomInPaintVertexBuffer.destroy()};var oo=function(t,e,r,n){this.binders={},this.layoutAttributes=n,this._buffers=[];var i=[];for(var a in t.paint._values)if(r(a)){var o=t.paint.get(a);if(o instanceof Bi&&Yr(o.property.specification)){var s=lo(a,t.type),l=o.value,u=o.property.specification.type,c=o.property.useIntegerZoom,f=o.property.specification[\"property-type\"],h=\"cross-faded\"===f||\"cross-faded-data-driven\"===f;if(\"constant\"===l.kind)this.binders[a]=h?new ro(l.value,s):new eo(l.value,s,u),i.push(\"/u_\"+a);else if(\"source\"===l.kind||h){var p=uo(a,u,\"source\");this.binders[a]=h?new ao(l,u,c,e,p,t.id):new no(l,s,u,p),i.push(\"/a_\"+a)}else{var d=uo(a,u,\"composite\");this.binders[a]=new io(l,s,u,c,e,d),i.push(\"/z_\"+a)}}}this.cacheKey=i.sort().join(\"\")};oo.prototype.getMaxValue=function(t){var e=this.binders[t];return e instanceof no||e instanceof io?e.maxValue:0},oo.prototype.populatePaintArrays=function(t,e,r,n,i){for(var a in this.binders){var o=this.binders[a];(o instanceof no||o instanceof io||o instanceof ao)&&o.populatePaintArray(t,e,r,n,i)}},oo.prototype.setConstantPatternPositions=function(t,e){for(var r in this.binders){var n=this.binders[r];n instanceof ro&&n.setConstantPatternPositions(t,e)}},oo.prototype.updatePaintArrays=function(t,e,r,n,i){var a=!1;for(var o in t)for(var s=0,l=e.getPositions(o);s<l.length;s+=1){var u=l[s],c=r.feature(u.index);for(var f in this.binders){var h=this.binders[f];if((h instanceof no||h instanceof io||h instanceof ao)&&!0===h.expression.isStateDependent){var p=n.paint.get(f);h.expression=p.value,h.updatePaintArray(u.start,u.end,c,t[o],i),a=!0}}}return a},oo.prototype.defines=function(){var t=[];for(var e in this.binders){var r=this.binders[e];(r instanceof eo||r instanceof ro)&&t.push.apply(t,r.uniformNames.map((function(t){return\"#define HAS_UNIFORM_\"+t})))}return t},oo.prototype.getPaintVertexBuffers=function(){return this._buffers},oo.prototype.getUniforms=function(t,e){var r=[];for(var n in this.binders){var i=this.binders[n];if(i instanceof eo||i instanceof ro||i instanceof io)for(var a=0,o=i.uniformNames;a<o.length;a+=1){var s=o[a];if(e[s]){var l=i.getBinding(t,e[s],s);r.push({name:s,property:n,binding:l})}}}return r},oo.prototype.setUniforms=function(t,e,r,n){for(var i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.name,l=o.property,u=o.binding;this.binders[l].setUniform(u,n,r.get(l),s)}},oo.prototype.updatePaintBuffers=function(t){for(var e in this._buffers=[],this.binders){var r=this.binders[e];if(t&&r instanceof ao){var n=2===t.fromScale?r.zoomInPaintVertexBuffer:r.zoomOutPaintVertexBuffer;n&&this._buffers.push(n)}else(r instanceof no||r instanceof io)&&r.paintVertexBuffer&&this._buffers.push(r.paintVertexBuffer)}},oo.prototype.upload=function(t){for(var e in this.binders){var r=this.binders[e];(r instanceof no||r instanceof io||r instanceof ao)&&r.upload(t)}this.updatePaintBuffers()},oo.prototype.destroy=function(){for(var t in this.binders){var e=this.binders[t];(e instanceof no||e instanceof io||e instanceof ao)&&e.destroy()}};var so=function(t,e,r,n){void 0===n&&(n=function(){return!0}),this.programConfigurations={};for(var i=0,a=e;i<a.length;i+=1){var o=a[i];this.programConfigurations[o.id]=new oo(o,r,n,t)}this.needsUpload=!1,this._featureMap=new ja,this._bufferOffset=0};function lo(t,e){return{\"text-opacity\":[\"opacity\"],\"icon-opacity\":[\"opacity\"],\"text-color\":[\"fill_color\"],\"icon-color\":[\"fill_color\"],\"text-halo-color\":[\"halo_color\"],\"icon-halo-color\":[\"halo_color\"],\"text-halo-blur\":[\"halo_blur\"],\"icon-halo-blur\":[\"halo_blur\"],\"text-halo-width\":[\"halo_width\"],\"icon-halo-width\":[\"halo_width\"],\"line-gap-width\":[\"gapwidth\"],\"line-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-extrusion-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"]}[t]||[t.replace(e+\"-\",\"\").replace(/-/g,\"_\")]}function uo(t,e,r){var n={color:{source:xa,composite:ba},number:{source:da,composite:xa}},i=function(t){return{\"line-pattern\":{source:na,composite:na},\"fill-pattern\":{source:na,composite:na},\"fill-extrusion-pattern\":{source:na,composite:na}}[t]}(t);return i&&i[r]||n[e][r]}so.prototype.populatePaintArrays=function(t,e,r,n,i,a){for(var o in this.programConfigurations)this.programConfigurations[o].populatePaintArrays(t,e,n,i,a);void 0!==e.id&&this._featureMap.add(e.id,r,this._bufferOffset,t),this._bufferOffset=t,this.needsUpload=!0},so.prototype.updatePaintArrays=function(t,e,r,n){for(var i=0,a=r;i<a.length;i+=1){var o=a[i];this.needsUpload=this.programConfigurations[o.id].updatePaintArrays(t,this._featureMap,e,o,n)||this.needsUpload}},so.prototype.get=function(t){return this.programConfigurations[t]},so.prototype.upload=function(t){if(this.needsUpload){for(var e in this.programConfigurations)this.programConfigurations[e].upload(t);this.needsUpload=!1}},so.prototype.destroy=function(){for(var t in this.programConfigurations)this.programConfigurations[t].destroy()},ni(\"ConstantBinder\",eo),ni(\"CrossFadedConstantBinder\",ro),ni(\"SourceExpressionBinder\",no),ni(\"CrossFadedCompositeBinder\",ao),ni(\"CompositeExpressionBinder\",io),ni(\"ProgramConfiguration\",oo,{omit:[\"_buffers\"]}),ni(\"ProgramConfigurationSet\",so);var co=8192;var fo,ho=(fo=15,{min:-1*Math.pow(2,fo-1),max:Math.pow(2,fo-1)-1});function po(t){for(var e=co/t.extent,r=t.loadGeometry(),n=0;n<r.length;n++)for(var i=r[n],a=0;a<i.length;a++){var o=i[a];o.x=Math.round(o.x*e),o.y=Math.round(o.y*e),(o.x<ho.min||o.x>ho.max||o.y<ho.min||o.y>ho.max)&&(w(\"Geometry exceeds allowed extent, reduce your vector tile buffer size\"),o.x=u(o.x,ho.min,ho.max),o.y=u(o.y,ho.min,ho.max))}return r}function vo(t,e,r,n,i){t.emplaceBack(2*e+(n+1)/2,2*r+(i+1)/2)}var go=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new Qi,this.indexArray=new fa,this.segments=new Oa,this.programConfigurations=new so(Pa,t.layers,t.zoom),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function yo(t,e){for(var r=0;r<t.length;r++)if(Mo(e,t[r]))return!0;for(var n=0;n<e.length;n++)if(Mo(t,e[n]))return!0;return!!_o(t,e)}function mo(t,e,r){return!!Mo(t,e)||!!To(e,t,r)}function xo(t,e){if(1===t.length)return Ao(e,t[0]);for(var r=0;r<e.length;r++)for(var n=e[r],i=0;i<n.length;i++)if(Mo(t,n[i]))return!0;for(var a=0;a<t.length;a++)if(Ao(e,t[a]))return!0;for(var o=0;o<e.length;o++)if(_o(t,e[o]))return!0;return!1}function bo(t,e,r){if(t.length>1){if(_o(t,e))return!0;for(var n=0;n<e.length;n++)if(To(e[n],t,r))return!0}for(var i=0;i<t.length;i++)if(To(t[i],e,r))return!0;return!1}function _o(t,e){if(0===t.length||0===e.length)return!1;for(var r=0;r<t.length-1;r++)for(var 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n=t.readVarint()>>3;e=1===n?t.readString():2===n?t.readFloat():3===n?t.readDouble():4===n?t.readVarint64():5===n?t.readVarint():6===n?t.readSVarint():7===n?t.readBoolean():null}return e}(r))}function Xs(t,e,r){if(3===t){var n=new Zs(r,r.readVarint()+r.pos);n.length&&(e[n.name]=n)}}Ys.prototype.feature=function(t){if(t<0||t>=this._features.length)throw new Error(\"feature index out of bounds\");this._pbf.pos=this._features[t];var e=this._pbf.readVarint()+this._pbf.pos;return new Vs(this._pbf,e,this.extent,this._keys,this._values)};var Js={VectorTile:function(t,e){this.layers=t.readFields(Xs,{},e)},VectorTileFeature:Vs,VectorTileLayer:Zs},Ks=Js.VectorTileFeature.types,$s=Math.pow(2,13);function Qs(t,e,r,n,i,a,o,s){t.emplaceBack(e,r,2*Math.floor(n*$s)+o,i*$s*2,a*$s*2,Math.round(s))}var tl=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new ea,this.indexArray=new fa,this.programConfigurations=new so(Us,t.layers,t.zoom),this.segments=new Oa,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function el(t,e){return t.x===e.x&&(t.x<0||t.x>co)||t.y===e.y&&(t.y<0||t.y>co)}tl.prototype.populate=function(t,e,r){this.features=[],this.hasPattern=zs(\"fill-extrusion\",this.layers,e);for(var n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.feature,s=a.id,l=a.index,u=a.sourceLayerIndex,c=this.layers[0]._featureFilter.needGeometry,f={type:o.type,id:s,properties:o.properties,geometry:c?po(o):[]};if(this.layers[0]._featureFilter.filter(new Pi(this.zoom),f,r)){var h={id:s,sourceLayerIndex:u,index:l,geometry:c?f.geometry:po(o),properties:o.properties,type:o.type,patterns:{}};void 0!==o.id&&(h.id=o.id),this.hasPattern?this.features.push(Rs(\"fill-extrusion\",this.layers,h,this.zoom,e)):this.addFeature(h,h.geometry,l,r,{}),e.featureIndex.insert(o,h.geometry,l,u,this.index,!0)}}},tl.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.features;n<i.length;n+=1){var a=i[n],o=a.geometry;this.addFeature(a,o,a.index,e,r)}},tl.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},tl.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},tl.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},tl.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Us),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},tl.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},tl.prototype.addFeature=function(t,e,r,n,i){for(var a=0,o=Is(e,500);a<o.length;a+=1){for(var s=o[a],l=0,u=0,c=s;u<c.length;u+=1)l+=c[u].length;for(var f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray),h=0,p=s;h<p.length;h+=1){var d=p[h];if(0!==d.length&&!((O=d).every((function(t){return t.x<0}))||O.every((function(t){return t.x>co}))||O.every((function(t){return t.y<0}))||O.every((function(t){return t.y>co}))))for(var v=0,g=0;g<d.length;g++){var y=d[g];if(g>=1){var m=d[g-1];if(!el(y,m)){f.vertexLength+4>Oa.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray));var x=y.sub(m)._perp()._unit(),b=m.dist(y);v+b>32768&&(v=0),Qs(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,0,v),Qs(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,1,v),v+=b,Qs(this.layoutVertexArray,m.x,m.y,x.x,x.y,0,0,v),Qs(this.layoutVertexArray,m.x,m.y,x.x,x.y,0,1,v);var _=f.vertexLength;this.indexArray.emplaceBack(_,_+2,_+1),this.indexArray.emplaceBack(_+1,_+2,_+3),f.vertexLength+=4,f.primitiveLength+=2}}}}if(f.vertexLength+l>Oa.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(l,this.layoutVertexArray,this.indexArray)),\"Polygon\"===Ks[t.type]){for(var w=[],T=[],k=f.vertexLength,A=0,M=s;A<M.length;A+=1){var S=M[A];if(0!==S.length){S!==s[0]&&T.push(w.length/2);for(var E=0;E<S.length;E++){var L=S[E];Qs(this.layoutVertexArray,L.x,L.y,0,0,1,1,0),w.push(L.x),w.push(L.y)}}}for(var C=es(w,T),P=0;P<C.length;P+=3)this.indexArray.emplaceBack(k+C[P],k+C[P+2],k+C[P+1]);f.primitiveLength+=C.length/3,f.vertexLength+=l}}var O;this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},ni(\"FillExtrusionBucket\",tl,{omit:[\"layers\",\"features\"]});var rl={paint:new Gi({\"fill-extrusion-opacity\":new ji(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-opacity\"]),\"fill-extrusion-color\":new Ui(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-color\"]),\"fill-extrusion-translate\":new ji(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-translate\"]),\"fill-extrusion-translate-anchor\":new ji(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-translate-anchor\"]),\"fill-extrusion-pattern\":new Vi(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-pattern\"]),\"fill-extrusion-height\":new Ui(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-height\"]),\"fill-extrusion-base\":new Ui(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-base\"]),\"fill-extrusion-vertical-gradient\":new ji(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-vertical-gradient\"])})},nl=function(t){function e(e){t.call(this,e,rl)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.createBucket=function(t){return new tl(t)},e.prototype.queryRadius=function(){return Lo(this.paint.get(\"fill-extrusion-translate\"))},e.prototype.is3D=function(){return!0},e.prototype.queryIntersectsFeature=function(t,e,r,n,i,o,s,l){var u=Co(t,this.paint.get(\"fill-extrusion-translate\"),this.paint.get(\"fill-extrusion-translate-anchor\"),o.angle,s),c=this.paint.get(\"fill-extrusion-height\").evaluate(e,r),f=this.paint.get(\"fill-extrusion-base\").evaluate(e,r),h=function(t,e,r,n){for(var i=[],o=0,s=t;o<s.length;o+=1){var l=s[o],u=[l.x,l.y,n,1];No(u,u,e),i.push(new a(u[0]/u[3],u[1]/u[3]))}return i}(u,l,0,0),p=function(t,e,r,n){for(var i=[],o=[],s=n[8]*e,l=n[9]*e,u=n[10]*e,c=n[11]*e,f=n[8]*r,h=n[9]*r,p=n[10]*r,d=n[11]*r,v=0,g=t;v<g.length;v+=1){for(var y=[],m=[],x=0,b=g[v];x<b.length;x+=1){var _=b[x],w=_.x,T=_.y,k=n[0]*w+n[4]*T+n[12],A=n[1]*w+n[5]*T+n[13],M=n[2]*w+n[6]*T+n[14],S=n[3]*w+n[7]*T+n[15],E=M+u,L=S+c,C=k+f,P=A+h,O=M+p,I=S+d,D=new a((k+s)/L,(A+l)/L);D.z=E/L,y.push(D);var z=new a(C/I,P/I);z.z=O/I,m.push(z)}i.push(y),o.push(m)}return[i,o]}(n,f,c,l);return function(t,e,r){var n=1/0;xo(r,e)&&(n=al(r,e[0]));for(var i=0;i<e.length;i++)for(var a=e[i],o=t[i],s=0;s<a.length-1;s++){var l=a[s],u=a[s+1],c=o[s],f=[l,u,o[s+1],c,l];yo(r,f)&&(n=Math.min(n,al(r,f)))}return n!==1/0&&n}(p[0],p[1],h)},e}(Yi);function il(t,e){return t.x*e.x+t.y*e.y}function al(t,e){if(1===t.length){for(var r,n=0,i=e[n++];!r||i.equals(r);)if(!(r=e[n++]))return 1/0;for(;n<e.length;n++){var a=e[n],o=t[0],s=r.sub(i),l=a.sub(i),u=o.sub(i),c=il(s,s),f=il(s,l),h=il(l,l),p=il(u,s),d=il(u,l),v=c*h-f*f,g=(h*p-f*d)/v,y=(c*d-f*p)/v,m=1-g-y,x=i.z*m+r.z*g+a.z*y;if(isFinite(x))return x}return 1/0}for(var b=1/0,_=0,w=e;_<w.length;_+=1){var T=w[_];b=Math.min(b,T.z)}return b}var ol=Ki([{name:\"a_pos_normal\",components:2,type:\"Int16\"},{name:\"a_data\",components:4,type:\"Uint8\"}],4).members,sl=Js.VectorTileFeature.types,ll=Math.cos(Math.PI/180*37.5),ul=Math.pow(2,14)/.5,cl=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.patternFeatures=[],this.layoutVertexArray=new ra,this.indexArray=new fa,this.programConfigurations=new so(ol,t.layers,t.zoom),this.segments=new Oa,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};cl.prototype.populate=function(t,e,r){this.hasPattern=zs(\"line\",this.layers,e);for(var n=this.layers[0].layout.get(\"line-sort-key\"),i=[],a=0,o=t;a<o.length;a+=1){var s=o[a],l=s.feature,u=s.id,c=s.index,f=s.sourceLayerIndex,h=this.layers[0]._featureFilter.needGeometry,p={type:l.type,id:u,properties:l.properties,geometry:h?po(l):[]};if(this.layers[0]._featureFilter.filter(new Pi(this.zoom),p,r)){h||(p.geometry=po(l));var d=n?n.evaluate(p,{},r):void 0,v={id:u,properties:l.properties,type:l.type,sourceLayerIndex:f,index:c,geometry:p.geometry,patterns:{},sortKey:d};i.push(v)}}n&&i.sort((function(t,e){return t.sortKey-e.sortKey}));for(var g=0,y=i;g<y.length;g+=1){var m=y[g],x=m,b=x.geometry,_=x.index,w=x.sourceLayerIndex;if(this.hasPattern){var T=Rs(\"line\",this.layers,m,this.zoom,e);this.patternFeatures.push(T)}else this.addFeature(m,b,_,r,{});var k=t[_].feature;e.featureIndex.insert(k,b,_,w,this.index)}},cl.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},cl.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.patternFeatures;n<i.length;n+=1){var a=i[n];this.addFeature(a,a.geometry,a.index,e,r)}},cl.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},cl.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},cl.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,ol),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},cl.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},cl.prototype.addFeature=function(t,e,r,n,i){for(var a=this.layers[0].layout,o=a.get(\"line-join\").evaluate(t,{}),s=a.get(\"line-cap\"),l=a.get(\"line-miter-limit\"),u=a.get(\"line-round-limit\"),c=0,f=e;c<f.length;c+=1){var h=f[c];this.addLine(h,t,o,s,l,u)}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},cl.prototype.addLine=function(t,e,r,n,i,a){if(this.distance=0,this.scaledDistance=0,this.totalDistance=0,e.properties&&e.properties.hasOwnProperty(\"mapbox_clip_start\")&&e.properties.hasOwnProperty(\"mapbox_clip_end\")){this.clipStart=+e.properties.mapbox_clip_start,this.clipEnd=+e.properties.mapbox_clip_end;for(var o=0;o<t.length-1;o++)this.totalDistance+=t[o].dist(t[o+1]);this.updateScaledDistance()}for(var s=\"Polygon\"===sl[e.type],l=t.length;l>=2&&t[l-1].equals(t[l-2]);)l--;for(var u=0;u<l-1&&t[u].equals(t[u+1]);)u++;if(!(l<(s?3:2))){\"bevel\"===r&&(i=1.05);var c,f=this.overscaling<=16?15*co/(512*this.overscaling):0,h=this.segments.prepareSegment(10*l,this.layoutVertexArray,this.indexArray),p=void 0,d=void 0,v=void 0,g=void 0;this.e1=this.e2=-1,s&&(c=t[l-2],g=t[u].sub(c)._unit()._perp());for(var y=u;y<l;y++)if(!(d=y===l-1?s?t[u+1]:void 0:t[y+1])||!t[y].equals(d)){g&&(v=g),c&&(p=c),c=t[y],g=d?d.sub(c)._unit()._perp():v;var m=(v=v||g).add(g);0===m.x&&0===m.y||m._unit();var x=v.x*g.x+v.y*g.y,b=m.x*g.x+m.y*g.y,_=0!==b?1/b:1/0,w=2*Math.sqrt(2-2*b),T=b<ll&&p&&d,k=v.x*g.y-v.y*g.x>0;if(T&&y>u){var A=c.dist(p);if(A>2*f){var M=c.sub(c.sub(p)._mult(f/A)._round());this.updateDistance(p,M),this.addCurrentVertex(M,v,0,0,h),p=M}}var S=p&&d,E=S?r:s?\"butt\":n;if(S&&\"round\"===E&&(_<a?E=\"miter\":_<=2&&(E=\"fakeround\")),\"miter\"===E&&_>i&&(E=\"bevel\"),\"bevel\"===E&&(_>2&&(E=\"flipbevel\"),_<i&&(E=\"miter\")),p&&this.updateDistance(p,c),\"miter\"===E)m._mult(_),this.addCurrentVertex(c,m,0,0,h);else if(\"flipbevel\"===E){if(_>100)m=g.mult(-1);else{var L=_*v.add(g).mag()/v.sub(g).mag();m._perp()._mult(L*(k?-1:1))}this.addCurrentVertex(c,m,0,0,h),this.addCurrentVertex(c,m.mult(-1),0,0,h)}else if(\"bevel\"===E||\"fakeround\"===E){var C=-Math.sqrt(_*_-1),P=k?C:0,O=k?0:C;if(p&&this.addCurrentVertex(c,v,P,O,h),\"fakeround\"===E)for(var I=Math.round(180*w/Math.PI/20),D=1;D<I;D++){var z=D/I;if(.5!==z){var R=z-.5;z+=z*R*(z-1)*((1.0904+x*(x*(3.55645-1.43519*x)-3.2452))*R*R+(.848013+x*(.215638*x-1.06021)))}var F=g.sub(v)._mult(z)._add(v)._unit()._mult(k?-1:1);this.addHalfVertex(c,F.x,F.y,!1,k,0,h)}d&&this.addCurrentVertex(c,g,-P,-O,h)}else if(\"butt\"===E)this.addCurrentVertex(c,m,0,0,h);else if(\"square\"===E){var B=p?1:-1;this.addCurrentVertex(c,m,B,B,h)}else\"round\"===E&&(p&&(this.addCurrentVertex(c,v,0,0,h),this.addCurrentVertex(c,v,1,1,h,!0)),d&&(this.addCurrentVertex(c,g,-1,-1,h,!0),this.addCurrentVertex(c,g,0,0,h)));if(T&&y<l-1){var N=c.dist(d);if(N>2*f){var j=c.add(d.sub(c)._mult(f/N)._round());this.updateDistance(c,j),this.addCurrentVertex(j,g,0,0,h),c=j}}}}},cl.prototype.addCurrentVertex=function(t,e,r,n,i,a){void 0===a&&(a=!1);var o=e.x+e.y*r,s=e.y-e.x*r,l=-e.x+e.y*n,u=-e.y-e.x*n;this.addHalfVertex(t,o,s,a,!1,r,i),this.addHalfVertex(t,l,u,a,!0,-n,i),this.distance>ul/2&&0===this.totalDistance&&(this.distance=0,this.addCurrentVertex(t,e,r,n,i,a))},cl.prototype.addHalfVertex=function(t,e,r,n,i,a,o){var s=t.x,l=t.y,u=.5*this.scaledDistance;this.layoutVertexArray.emplaceBack((s<<1)+(n?1:0),(l<<1)+(i?1:0),Math.round(63*e)+128,Math.round(63*r)+128,1+(0===a?0:a<0?-1:1)|(63&u)<<2,u>>6);var c=o.vertexLength++;this.e1>=0&&this.e2>=0&&(this.indexArray.emplaceBack(this.e1,this.e2,c),o.primitiveLength++),i?this.e2=c:this.e1=c},cl.prototype.updateScaledDistance=function(){this.scaledDistance=this.totalDistance>0?(this.clipStart+(this.clipEnd-this.clipStart)*this.distance/this.totalDistance)*(ul-1):this.distance},cl.prototype.updateDistance=function(t,e){this.distance+=t.dist(e),this.updateScaledDistance()},ni(\"LineBucket\",cl,{omit:[\"layers\",\"patternFeatures\"]});var fl=new Gi({\"line-cap\":new ji(Dt.layout_line[\"line-cap\"]),\"line-join\":new Ui(Dt.layout_line[\"line-join\"]),\"line-miter-limit\":new ji(Dt.layout_line[\"line-miter-limit\"]),\"line-round-limit\":new ji(Dt.layout_line[\"line-round-limit\"]),\"line-sort-key\":new Ui(Dt.layout_line[\"line-sort-key\"])}),hl={paint:new Gi({\"line-opacity\":new Ui(Dt.paint_line[\"line-opacity\"]),\"line-color\":new Ui(Dt.paint_line[\"line-color\"]),\"line-translate\":new ji(Dt.paint_line[\"line-translate\"]),\"line-translate-anchor\":new ji(Dt.paint_line[\"line-translate-anchor\"]),\"line-width\":new Ui(Dt.paint_line[\"line-width\"]),\"line-gap-width\":new Ui(Dt.paint_line[\"line-gap-width\"]),\"line-offset\":new Ui(Dt.paint_line[\"line-offset\"]),\"line-blur\":new Ui(Dt.paint_line[\"line-blur\"]),\"line-dasharray\":new Hi(Dt.paint_line[\"line-dasharray\"]),\"line-pattern\":new Vi(Dt.paint_line[\"line-pattern\"]),\"line-gradient\":new qi(Dt.paint_line[\"line-gradient\"])}),layout:fl},pl=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.possiblyEvaluate=function(e,r){return r=new Pi(Math.floor(r.zoom),{now:r.now,fadeDuration:r.fadeDuration,zoomHistory:r.zoomHistory,transition:r.transition}),t.prototype.possiblyEvaluate.call(this,e,r)},e.prototype.evaluate=function(e,r,n,i){return r=f({},r,{zoom:Math.floor(r.zoom)}),t.prototype.evaluate.call(this,e,r,n,i)},e}(Ui),dl=new pl(hl.paint.properties[\"line-width\"].specification);dl.useIntegerZoom=!0;var vl=function(t){function e(e){t.call(this,e,hl)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._handleSpecialPaintPropertyUpdate=function(t){\"line-gradient\"===t&&this._updateGradient()},e.prototype._updateGradient=function(){var t=this._transitionablePaint._values[\"line-gradient\"].value.expression;this.gradient=Jo(t,\"lineProgress\"),this.gradientTexture=null},e.prototype.recalculate=function(e,r){t.prototype.recalculate.call(this,e,r),this.paint._values[\"line-floorwidth\"]=dl.possiblyEvaluate(this._transitioningPaint._values[\"line-width\"].value,e)},e.prototype.createBucket=function(t){return new cl(t)},e.prototype.queryRadius=function(t){var e=t,r=gl(Eo(\"line-width\",this,e),Eo(\"line-gap-width\",this,e)),n=Eo(\"line-offset\",this,e);return r/2+Math.abs(n)+Lo(this.paint.get(\"line-translate\"))},e.prototype.queryIntersectsFeature=function(t,e,r,n,i,o,s){var l=Co(t,this.paint.get(\"line-translate\"),this.paint.get(\"line-translate-anchor\"),o.angle,s),u=s/2*gl(this.paint.get(\"line-width\").evaluate(e,r),this.paint.get(\"line-gap-width\").evaluate(e,r)),c=this.paint.get(\"line-offset\").evaluate(e,r);return c&&(n=function(t,e){for(var r=[],n=new a(0,0),i=0;i<t.length;i++){for(var o=t[i],s=[],l=0;l<o.length;l++){var u=o[l-1],c=o[l],f=o[l+1],h=0===l?n:c.sub(u)._unit()._perp(),p=l===o.length-1?n:f.sub(c)._unit()._perp(),d=h._add(p)._unit(),v=d.x*p.x+d.y*p.y;d._mult(1/v),s.push(d._mult(e)._add(c))}r.push(s)}return r}(n,c*s)),function(t,e,r){for(var n=0;n<e.length;n++){var i=e[n];if(t.length>=3)for(var a=0;a<i.length;a++)if(Mo(t,i[a]))return!0;if(bo(t,i,r))return!0}return!1}(l,n,u)},e.prototype.isTileClipped=function(){return!0},e}(Yi);function gl(t,e){return e>0?e+2*t:t}var 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Yl=3;function Wl(t,e,r){1===t&&r.readMessage(Xl,e)}function Xl(t,e,r){if(3===t){var n=r.readMessage(Jl,{}),i=n.id,a=n.bitmap,o=n.width,s=n.height,l=n.left,u=n.top,c=n.advance;e.push({id:i,bitmap:new Yo({width:o+2*Yl,height:s+2*Yl},a),metrics:{width:o,height:s,left:l,top:u,advance:c}})}}function Jl(t,e,r){1===t?e.id=r.readVarint():2===t?e.bitmap=r.readBytes():3===t?e.width=r.readVarint():4===t?e.height=r.readVarint():5===t?e.left=r.readSVarint():6===t?e.top=r.readSVarint():7===t&&(e.advance=r.readVarint())}var Kl=Yl;function $l(t){for(var e=0,r=0,n=0,i=t;n<i.length;n+=1){var a=i[n];e+=a.w*a.h,r=Math.max(r,a.w)}t.sort((function(t,e){return e.h-t.h}));for(var o=[{x:0,y:0,w:Math.max(Math.ceil(Math.sqrt(e/.95)),r),h:1/0}],s=0,l=0,u=0,c=t;u<c.length;u+=1)for(var f=c[u],h=o.length-1;h>=0;h--){var p=o[h];if(!(f.w>p.w||f.h>p.h)){if(f.x=p.x,f.y=p.y,l=Math.max(l,f.y+f.h),s=Math.max(s,f.x+f.w),f.w===p.w&&f.h===p.h){var d=o.pop();h<o.length&&(o[h]=d)}else 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t.dispatchRenderCallbacks(this.haveRenderCallbacks),t.updatedImages)this.patchUpdatedImage(this.iconPositions[r],t.getImage(r),e),this.patchUpdatedImage(this.patternPositions[r],t.getImage(r),e)},ru.prototype.patchUpdatedImage=function(t,e,r){if(t&&e&&t.version!==e.version){t.version=e.version;var n=t.tl,i=n[0],a=n[1];r.update(e.data,void 0,{x:i,y:a})}},ni(\"ImagePosition\",tu),ni(\"ImageAtlas\",ru);var nu={horizontal:1,vertical:2,horizontalOnly:3},iu=-17;var au=function(){this.scale=1,this.fontStack=\"\",this.imageName=null};au.forText=function(t,e){var r=new au;return r.scale=t||1,r.fontStack=e,r},au.forImage=function(t){var e=new au;return e.imageName=t,e};var ou=function(){this.text=\"\",this.sectionIndex=[],this.sections=[],this.imageSectionID=null};function su(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v){var g,y=ou.fromFeature(t,i);f===nu.vertical&&y.verticalizePunctuation();var m=Ci.processBidirectionalText,x=Ci.processStyledBidirectionalText;if(m&&1===y.sections.length){g=[];for(var b=0,_=m(y.toString(),vu(y,u,a,e,n,p,d));b<_.length;b+=1){var w=_[b],T=new ou;T.text=w,T.sections=y.sections;for(var k=0;k<w.length;k++)T.sectionIndex.push(0);g.push(T)}}else if(x){g=[];for(var A=0,M=x(y.text,y.sectionIndex,vu(y,u,a,e,n,p,d));A<M.length;A+=1){var S=M[A],E=new ou;E.text=S[0],E.sectionIndex=S[1],E.sections=y.sections,g.push(E)}}else g=function(t,e){for(var r=[],n=t.text,i=0,a=0,o=e;a<o.length;a+=1){var s=o[a];r.push(t.substring(i,s)),i=s}return i<n.length&&r.push(t.substring(i,n.length)),r}(y,vu(y,u,a,e,n,p,d));var L=[],C={positionedLines:L,text:y.toString(),top:c[1],bottom:c[1],left:c[0],right:c[0],writingMode:f,iconsInText:!1,verticalizable:!1};return function(t,e,r,n,i,a,o,s,l,u,c,f){for(var h=0,p=iu,d=0,v=0,g=\"right\"===s?1:\"left\"===s?0:.5,y=0,m=0,x=i;m<x.length;m+=1){var b=x[m];b.trim();var _=b.getMaxScale(),w=(_-1)*kl,T={positionedGlyphs:[],lineOffset:0};t.positionedLines[y]=T;var k=T.positionedGlyphs,A=0;if(b.length()){for(var M=0;M<b.length();M++){var S=b.getSection(M),E=b.getSectionIndex(M),L=b.getCharCode(M),C=0,P=null,O=null,I=null,D=kl,z=!(l===nu.horizontal||!c&&!hi(L)||c&&(lu[L]||di(L)));if(S.imageName){var R=n[S.imageName];if(!R)continue;I=S.imageName,t.iconsInText=t.iconsInText||!0,O=R.paddedRect;var F=R.displaySize;S.scale=S.scale*kl/f,P={width:F[0],height:F[1],left:Ql,top:-Kl,advance:z?F[1]:F[0]},C=w+(kl-F[1]*S.scale),D=P.advance;var B=z?F[0]*S.scale-kl*_:F[1]*S.scale-kl*_;B>0&&B>A&&(A=B)}else{var N=r[S.fontStack],j=N&&N[L];if(j&&j.rect)O=j.rect,P=j.metrics;else{var U=e[S.fontStack],V=U&&U[L];if(!V)continue;P=V.metrics}C=(_-S.scale)*kl}z?(t.verticalizable=!0,k.push({glyph:L,imageName:I,x:h,y:p+C,vertical:z,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:O}),h+=D*S.scale+u):(k.push({glyph:L,imageName:I,x:h,y:p+C,vertical:z,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:O}),h+=P.advance*S.scale+u)}if(0!==k.length){var H=h-u;d=Math.max(H,d),yu(k,0,k.length-1,g,A)}h=0;var q=a*_+A;T.lineOffset=Math.max(A,w),p+=q,v=Math.max(q,v),++y}else p+=a,++y}var G=p-iu,Z=gu(o),Y=Z.horizontalAlign,W=Z.verticalAlign;(function(t,e,r,n,i,a,o,s,l){var u=(e-r)*i,c=0;c=a!==o?-s*n-iu:(-n*l+.5)*o;for(var f=0,h=t;f<h.length;f+=1)for(var p=0,d=h[f].positionedGlyphs;p<d.length;p+=1){var v=d[p];v.x+=u,v.y+=c}})(t.positionedLines,g,Y,W,d,v,a,G,i.length),t.top+=-W*G,t.bottom=t.top+G,t.left+=-Y*d,t.right=t.left+d}(C,e,r,n,g,o,s,l,f,u,h,v),!function(t){for(var e=0,r=t;e<r.length;e+=1)if(0!==r[e].positionedGlyphs.length)return!1;return!0}(L)&&C}ou.fromFeature=function(t,e){for(var r=new ou,n=0;n<t.sections.length;n++){var i=t.sections[n];i.image?r.addImageSection(i):r.addTextSection(i,e)}return r},ou.prototype.length=function(){return this.text.length},ou.prototype.getSection=function(t){return this.sections[this.sectionIndex[t]]},ou.prototype.getSectionIndex=function(t){return this.sectionIndex[t]},ou.prototype.getCharCode=function(t){return this.text.charCodeAt(t)},ou.prototype.verticalizePunctuation=function(){this.text=function(t){for(var e=\"\",r=0;r<t.length;r++){var n=t.charCodeAt(r+1)||null,i=t.charCodeAt(r-1)||null;n&&pi(n)&&!Tl[t[r+1]]||i&&pi(i)&&!Tl[t[r-1]]||!Tl[t[r]]?e+=t[r]:e+=Tl[t[r]]}return e}(this.text)},ou.prototype.trim=function(){for(var t=0,e=0;e<this.text.length&&lu[this.text.charCodeAt(e)];e++)t++;for(var r=this.text.length,n=this.text.length-1;n>=0&&n>=t&&lu[this.text.charCodeAt(n)];n--)r--;this.text=this.text.substring(t,r),this.sectionIndex=this.sectionIndex.slice(t,r)},ou.prototype.substring=function(t,e){var r=new ou;return r.text=this.text.substring(t,e),r.sectionIndex=this.sectionIndex.slice(t,e),r.sections=this.sections,r},ou.prototype.toString=function(){return this.text},ou.prototype.getMaxScale=function(){var t=this;return this.sectionIndex.reduce((function(e,r){return Math.max(e,t.sections[r].scale)}),0)},ou.prototype.addTextSection=function(t,e){this.text+=t.text,this.sections.push(au.forText(t.scale,t.fontStack||e));for(var r=this.sections.length-1,n=0;n<t.text.length;++n)this.sectionIndex.push(r)},ou.prototype.addImageSection=function(t){var e=t.image?t.image.name:\"\";if(0!==e.length){var r=this.getNextImageSectionCharCode();r?(this.text+=String.fromCharCode(r),this.sections.push(au.forImage(e)),this.sectionIndex.push(this.sections.length-1)):w(\"Reached maximum number of images 6401\")}else w(\"Can't add FormattedSection with an empty image.\")},ou.prototype.getNextImageSectionCharCode=function(){return this.imageSectionID?this.imageSectionID>=63743?null:++this.imageSectionID:(this.imageSectionID=57344,this.imageSectionID)};var lu={9:!0,10:!0,11:!0,12:!0,13:!0,32:!0},uu={};function cu(t,e,r,n,i,a){if(e.imageName){var o=n[e.imageName];return o?o.displaySize[0]*e.scale*kl/a+i:0}var s=r[e.fontStack],l=s&&s[t];return l?l.metrics.advance*e.scale+i:0}function fu(t,e,r,n){var i=Math.pow(t-e,2);return n?t<e?i/2:2*i:i+Math.abs(r)*r}function hu(t,e,r){var n=0;return 10===t&&(n-=1e4),r&&(n+=150),40!==t&&65288!==t||(n+=50),41!==e&&65289!==e||(n+=50),n}function pu(t,e,r,n,i,a){for(var o=null,s=fu(e,r,i,a),l=0,u=n;l<u.length;l+=1){var c=u[l],f=fu(e-c.x,r,i,a)+c.badness;f<=s&&(o=c,s=f)}return{index:t,x:e,priorBreak:o,badness:s}}function du(t){return t?du(t.priorBreak).concat(t.index):[]}function vu(t,e,r,n,i,a,o){if(\"point\"!==a)return[];if(!t)return[];for(var s=[],l=function(t,e,r,n,i,a){for(var o=0,s=0;s<t.length();s++){var l=t.getSection(s);o+=cu(t.getCharCode(s),l,n,i,e,a)}return o/Math.max(1,Math.ceil(o/r))}(t,e,r,n,i,o),u=t.text.indexOf(\"​\")>=0,c=0,f=0;f<t.length();f++){var h=t.getSection(f),p=t.getCharCode(f);if(lu[p]||(c+=cu(p,h,n,i,e,o)),f<t.length()-1){var d=!((v=p)<11904||!(ci[\"Bopomofo Extended\"](v)||ci.Bopomofo(v)||ci[\"CJK Compatibility Forms\"](v)||ci[\"CJK Compatibility 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yu(t,e,r,n,i){if(n||i)for(var a=t[r],o=a.metrics.advance*a.scale,s=(t[r].x+o)*n,l=e;l<=r;l++)t[l].x-=s,t[l].y+=i}function mu(t,e,r,n,i,a){var o,s=t.image;if(s.content){var l=s.content,u=s.pixelRatio||1;o=[l[0]/u,l[1]/u,s.displaySize[0]-l[2]/u,s.displaySize[1]-l[3]/u]}var c,f,h,p,d=e.left*a,v=e.right*a;\"width\"===r||\"both\"===r?(p=i[0]+d-n[3],f=i[0]+v+n[1]):f=(p=i[0]+(d+v-s.displaySize[0])/2)+s.displaySize[0];var g=e.top*a,y=e.bottom*a;return\"height\"===r||\"both\"===r?(c=i[1]+g-n[0],h=i[1]+y+n[2]):h=(c=i[1]+(g+y-s.displaySize[1])/2)+s.displaySize[1],{image:s,top:c,right:f,bottom:h,left:p,collisionPadding:o}}uu[10]=!0,uu[32]=!0,uu[38]=!0,uu[40]=!0,uu[41]=!0,uu[43]=!0,uu[45]=!0,uu[47]=!0,uu[173]=!0,uu[183]=!0,uu[8203]=!0,uu[8208]=!0,uu[8211]=!0,uu[8231]=!0;var xu=function(t){function e(e,r,n,i){t.call(this,e,r),this.angle=n,void 0!==i&&(this.segment=i)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.clone=function(){return new 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Oa,this.collisionVertexArray=new ca};oc.prototype.upload=function(t){this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,this.layoutAttributes),this.indexBuffer=t.createIndexBuffer(this.indexArray),this.collisionVertexBuffer=t.createVertexBuffer(this.collisionVertexArray,xl.members,!0)},oc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.segments.destroy(),this.collisionVertexBuffer.destroy())},ni(\"CollisionBuffers\",oc);var sc=function(t){this.collisionBoxArray=t.collisionBoxArray,this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.pixelRatio=t.pixelRatio,this.sourceLayerIndex=t.sourceLayerIndex,this.hasPattern=!1,this.hasRTLText=!1,this.sortKeyRanges=[],this.collisionCircleArray=[],this.placementInvProjMatrix=Do([]),this.placementViewportMatrix=Do([]);var e=this.layers[0]._unevaluatedLayout._values;this.textSizeData=_u(this.zoom,e[\"text-size\"]),this.iconSizeData=_u(this.zoom,e[\"icon-size\"]);var r=this.layers[0].layout,n=r.get(\"symbol-sort-key\"),i=r.get(\"symbol-z-order\");this.sortFeaturesByKey=\"viewport-y\"!==i&&void 0!==n.constantOr(1);var a=\"viewport-y\"===i||\"auto\"===i&&!this.sortFeaturesByKey;this.sortFeaturesByY=a&&(r.get(\"text-allow-overlap\")||r.get(\"icon-allow-overlap\")||r.get(\"text-ignore-placement\")||r.get(\"icon-ignore-placement\")),\"point\"===r.get(\"symbol-placement\")&&(this.writingModes=r.get(\"text-writing-mode\").map((function(t){return nu[t]}))),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id})),this.sourceID=t.sourceID};sc.prototype.createArrays=function(){this.text=new ac(new so(yl.members,this.layers,this.zoom,(function(t){return/^text/.test(t)}))),this.icon=new ac(new so(yl.members,this.layers,this.zoom,(function(t){return/^icon/.test(t)}))),this.glyphOffsetArray=new Sa,this.lineVertexArray=new Ea,this.symbolInstances=new Ma},sc.prototype.calculateGlyphDependencies=function(t,e,r,n,i){for(var a=0;a<t.length;a++)if(e[t.charCodeAt(a)]=!0,(r||n)&&i){var o=Tl[t.charAt(a)];o&&(e[o.charCodeAt(0)]=!0)}},sc.prototype.populate=function(t,e,r){var n=this.layers[0],i=n.layout,a=i.get(\"text-font\"),o=i.get(\"text-field\"),s=i.get(\"icon-image\"),l=(\"constant\"!==o.value.kind||o.value.value instanceof ue&&!o.value.value.isEmpty()||o.value.value.toString().length>0)&&(\"constant\"!==a.value.kind||a.value.value.length>0),u=\"constant\"!==s.value.kind||!!s.value.value||Object.keys(s.parameters).length>0,c=i.get(\"symbol-sort-key\");if(this.features=[],l||u){for(var f=e.iconDependencies,h=e.glyphDependencies,p=e.availableImages,d=new Pi(this.zoom),v=0,g=t;v<g.length;v+=1){var y=g[v],m=y.feature,x=y.id,b=y.index,_=y.sourceLayerIndex,w=n._featureFilter.needGeometry,T={type:m.type,id:x,properties:m.properties,geometry:w?po(m):[]};if(n._featureFilter.filter(d,T,r)){w||(T.geometry=po(m));var k=void 0;if(l){var A=n.getValueAndResolveTokens(\"text-field\",T,r,p),M=ue.factory(A);ic(M)&&(this.hasRTLText=!0),(!this.hasRTLText||\"unavailable\"===Ei()||this.hasRTLText&&Ci.isParsed())&&(k=wl(M,n,T))}var S=void 0;if(u){var E=n.getValueAndResolveTokens(\"icon-image\",T,r,p);S=E instanceof ce?E:ce.fromString(E)}if(k||S){var L=this.sortFeaturesByKey?c.evaluate(T,{},r):void 0,C={id:x,text:k,icon:S,index:b,sourceLayerIndex:_,geometry:po(m),properties:m.properties,type:tc[m.type],sortKey:L};if(this.features.push(C),S&&(f[S.name]=!0),k){var P=a.evaluate(T,{},r).join(\",\"),O=\"map\"===i.get(\"text-rotation-alignment\")&&\"point\"!==i.get(\"symbol-placement\");this.allowVerticalPlacement=this.writingModes&&this.writingModes.indexOf(nu.vertical)>=0;for(var I=0,D=k.sections;I<D.length;I+=1){var z=D[I];if(z.image)f[z.image.name]=!0;else{var R=fi(k.toString()),F=z.fontStack||P,B=h[F]=h[F]||{};this.calculateGlyphDependencies(z.text,B,O,this.allowVerticalPlacement,R)}}}}}}\"line\"===i.get(\"symbol-placement\")&&(this.features=function(t){var e={},r={},n=[],i=0;function a(e){n.push(t[e]),i++}function o(t,e,i){var a=r[t];return delete r[t],r[e]=a,n[a].geometry[0].pop(),n[a].geometry[0]=n[a].geometry[0].concat(i[0]),a}function s(t,r,i){var a=e[r];return delete e[r],e[t]=a,n[a].geometry[0].shift(),n[a].geometry[0]=i[0].concat(n[a].geometry[0]),a}function l(t,e,r){var n=r?e[0][e[0].length-1]:e[0][0];return t+\":\"+n.x+\":\"+n.y}for(var u=0;u<t.length;u++){var c=t[u],f=c.geometry,h=c.text?c.text.toString():null;if(h){var p=l(h,f),d=l(h,f,!0);if(p in r&&d in e&&r[p]!==e[d]){var v=s(p,d,f),g=o(p,d,n[v].geometry);delete e[p],delete r[d],r[l(h,n[g].geometry,!0)]=g,n[v].geometry=null}else p in r?o(p,d,f):d in e?s(p,d,f):(a(u),e[p]=i-1,r[d]=i-1)}else a(u)}return n.filter((function(t){return t.geometry}))}(this.features)),this.sortFeaturesByKey&&this.features.sort((function(t,e){return t.sortKey-e.sortKey}))}},sc.prototype.update=function(t,e,r){this.stateDependentLayers.length&&(this.text.programConfigurations.updatePaintArrays(t,e,this.layers,r),this.icon.programConfigurations.updatePaintArrays(t,e,this.layers,r))},sc.prototype.isEmpty=function(){return 0===this.symbolInstances.length&&!this.hasRTLText},sc.prototype.uploadPending=function(){return!this.uploaded||this.text.programConfigurations.needsUpload||this.icon.programConfigurations.needsUpload},sc.prototype.upload=function(t){!this.uploaded&&this.hasDebugData()&&(this.textCollisionBox.upload(t),this.iconCollisionBox.upload(t)),this.text.upload(t,this.sortFeaturesByY,!this.uploaded,this.text.programConfigurations.needsUpload),this.icon.upload(t,this.sortFeaturesByY,!this.uploaded,this.icon.programConfigurations.needsUpload),this.uploaded=!0},sc.prototype.destroyDebugData=function(){this.textCollisionBox.destroy(),this.iconCollisionBox.destroy()},sc.prototype.destroy=function(){this.text.destroy(),this.icon.destroy(),this.hasDebugData()&&this.destroyDebugData()},sc.prototype.addToLineVertexArray=function(t,e){var r=this.lineVertexArray.length;if(void 0!==t.segment){for(var n=t.dist(e[t.segment+1]),i=t.dist(e[t.segment]),a={},o=t.segment+1;o<e.length;o++)a[o]={x:e[o].x,y:e[o].y,tileUnitDistanceFromAnchor:n},o<e.length-1&&(n+=e[o+1].dist(e[o]));for(var s=t.segment||0;s>=0;s--)a[s]={x:e[s].x,y:e[s].y,tileUnitDistanceFromAnchor:i},s>0&&(i+=e[s-1].dist(e[s]));for(var l=0;l<e.length;l++){var u=a[l];this.lineVertexArray.emplaceBack(u.x,u.y,u.tileUnitDistanceFromAnchor)}}return{lineStartIndex:r,lineLength:this.lineVertexArray.length-r}},sc.prototype.addSymbols=function(t,e,r,n,i,a,o,s,l,u,c,f){for(var h=t.indexArray,p=t.layoutVertexArray,d=t.segments.prepareSegment(4*e.length,p,h,a.sortKey),v=this.glyphOffsetArray.length,g=d.vertexLength,y=this.allowVerticalPlacement&&o===nu.vertical?Math.PI/2:0,m=a.text&&a.text.sections,x=0;x<e.length;x++){var b=e[x],_=b.tl,w=b.tr,T=b.bl,k=b.br,A=b.tex,M=b.pixelOffsetTL,S=b.pixelOffsetBR,E=b.minFontScaleX,L=b.minFontScaleY,C=b.glyphOffset,P=b.isSDF,O=b.sectionIndex,I=d.vertexLength,D=C[1];rc(p,s.x,s.y,_.x,D+_.y,A.x,A.y,r,P,M.x,M.y,E,L),rc(p,s.x,s.y,w.x,D+w.y,A.x+A.w,A.y,r,P,S.x,M.y,E,L),rc(p,s.x,s.y,T.x,D+T.y,A.x,A.y+A.h,r,P,M.x,S.y,E,L),rc(p,s.x,s.y,k.x,D+k.y,A.x+A.w,A.y+A.h,r,P,S.x,S.y,E,L),nc(t.dynamicLayoutVertexArray,s,y),h.emplaceBack(I,I+1,I+2),h.emplaceBack(I+1,I+2,I+3),d.vertexLength+=4,d.primitiveLength+=2,this.glyphOffsetArray.emplaceBack(C[0]),x!==e.length-1&&O===e[x+1].sectionIndex||t.programConfigurations.populatePaintArrays(p.length,a,a.index,{},f,m&&m[O])}t.placedSymbolArray.emplaceBack(s.x,s.y,v,this.glyphOffsetArray.length-v,g,l,u,s.segment,r?r[0]:0,r?r[1]:0,n[0],n[1],o,0,!1,0,c)},sc.prototype._addCollisionDebugVertex=function(t,e,r,n,i,a){return e.emplaceBack(0,0),t.emplaceBack(r.x,r.y,n,i,Math.round(a.x),Math.round(a.y))},sc.prototype.addCollisionDebugVertices=function(t,e,r,n,i,o,s){var l=i.segments.prepareSegment(4,i.layoutVertexArray,i.indexArray),u=l.vertexLength,c=i.layoutVertexArray,f=i.collisionVertexArray,h=s.anchorX,p=s.anchorY;this._addCollisionDebugVertex(c,f,o,h,p,new a(t,e)),this._addCollisionDebugVertex(c,f,o,h,p,new a(r,e)),this._addCollisionDebugVertex(c,f,o,h,p,new a(r,n)),this._addCollisionDebugVertex(c,f,o,h,p,new a(t,n)),l.vertexLength+=4;var d=i.indexArray;d.emplaceBack(u,u+1),d.emplaceBack(u+1,u+2),d.emplaceBack(u+2,u+3),d.emplaceBack(u+3,u),l.primitiveLength+=4},sc.prototype.addDebugCollisionBoxes=function(t,e,r,n){for(var i=t;i<e;i++){var a=this.collisionBoxArray.get(i),o=a.x1,s=a.y1,l=a.x2,u=a.y2;this.addCollisionDebugVertices(o,s,l,u,n?this.textCollisionBox:this.iconCollisionBox,a.anchorPoint,r)}},sc.prototype.generateCollisionDebugBuffers=function(){this.hasDebugData()&&this.destroyDebugData(),this.textCollisionBox=new oc(la,bl.members,ya),this.iconCollisionBox=new oc(la,bl.members,ya);for(var t=0;t<this.symbolInstances.length;t++){var e=this.symbolInstances.get(t);this.addDebugCollisionBoxes(e.textBoxStartIndex,e.textBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.verticalTextBoxStartIndex,e.verticalTextBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.iconBoxStartIndex,e.iconBoxEndIndex,e,!1),this.addDebugCollisionBoxes(e.verticalIconBoxStartIndex,e.verticalIconBoxEndIndex,e,!1)}},sc.prototype._deserializeCollisionBoxesForSymbol=function(t,e,r,n,i,a,o,s,l){for(var u={},c=e;c<r;c++){var f=t.get(c);u.textBox={x1:f.x1,y1:f.y1,x2:f.x2,y2:f.y2,anchorPointX:f.anchorPointX,anchorPointY:f.anchorPointY},u.textFeatureIndex=f.featureIndex;break}for(var h=n;h<i;h++){var p=t.get(h);u.verticalTextBox={x1:p.x1,y1:p.y1,x2:p.x2,y2:p.y2,anchorPointX:p.anchorPointX,anchorPointY:p.anchorPointY},u.verticalTextFeatureIndex=p.featureIndex;break}for(var d=a;d<o;d++){var v=t.get(d);u.iconBox={x1:v.x1,y1:v.y1,x2:v.x2,y2:v.y2,anchorPointX:v.anchorPointX,anchorPointY:v.anchorPointY},u.iconFeatureIndex=v.featureIndex;break}for(var g=s;g<l;g++){var y=t.get(g);u.verticalIconBox={x1:y.x1,y1:y.y1,x2:y.x2,y2:y.y2,anchorPointX:y.anchorPointX,anchorPointY:y.anchorPointY},u.verticalIconFeatureIndex=y.featureIndex;break}return u},sc.prototype.deserializeCollisionBoxes=function(t){this.collisionArrays=[];for(var e=0;e<this.symbolInstances.length;e++){var r=this.symbolInstances.get(e);this.collisionArrays.push(this._deserializeCollisionBoxesForSymbol(t,r.textBoxStartIndex,r.textBoxEndIndex,r.verticalTextBoxStartIndex,r.verticalTextBoxEndIndex,r.iconBoxStartIndex,r.iconBoxEndIndex,r.verticalIconBoxStartIndex,r.verticalIconBoxEndIndex))}},sc.prototype.hasTextData=function(){return this.text.segments.get().length>0},sc.prototype.hasIconData=function(){return this.icon.segments.get().length>0},sc.prototype.hasDebugData=function(){return this.textCollisionBox&&this.iconCollisionBox},sc.prototype.hasTextCollisionBoxData=function(){return this.hasDebugData()&&this.textCollisionBox.segments.get().length>0},sc.prototype.hasIconCollisionBoxData=function(){return this.hasDebugData()&&this.iconCollisionBox.segments.get().length>0},sc.prototype.addIndicesForPlacedSymbol=function(t,e){for(var r=t.placedSymbolArray.get(e),n=r.vertexStartIndex+4*r.numGlyphs,i=r.vertexStartIndex;i<n;i+=4)t.indexArray.emplaceBack(i,i+1,i+2),t.indexArray.emplaceBack(i+1,i+2,i+3)},sc.prototype.getSortedSymbolIndexes=function(t){if(this.sortedAngle===t&&void 0!==this.symbolInstanceIndexes)return this.symbolInstanceIndexes;for(var e=Math.sin(t),r=Math.cos(t),n=[],i=[],a=[],o=0;o<this.symbolInstances.length;++o){a.push(o);var s=this.symbolInstances.get(o);n.push(0|Math.round(e*s.anchorX+r*s.anchorY)),i.push(s.featureIndex)}return a.sort((function(t,e){return n[t]-n[e]||i[e]-i[t]})),a},sc.prototype.addToSortKeyRanges=function(t,e){var r=this.sortKeyRanges[this.sortKeyRanges.length-1];r&&r.sortKey===e?r.symbolInstanceEnd=t+1:this.sortKeyRanges.push({sortKey:e,symbolInstanceStart:t,symbolInstanceEnd:t+1})},sc.prototype.sortFeatures=function(t){var e=this;if(this.sortFeaturesByY&&this.sortedAngle!==t&&!(this.text.segments.get().length>1||this.icon.segments.get().length>1)){this.symbolInstanceIndexes=this.getSortedSymbolIndexes(t),this.sortedAngle=t,this.text.indexArray.clear(),this.icon.indexArray.clear(),this.featureSortOrder=[];for(var r=0,n=this.symbolInstanceIndexes;r<n.length;r+=1){var i=n[r],a=this.symbolInstances.get(i);this.featureSortOrder.push(a.featureIndex),[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t,r,n){t>=0&&n.indexOf(t)===r&&e.addIndicesForPlacedSymbol(e.text,t)})),a.verticalPlacedTextSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.text,a.verticalPlacedTextSymbolIndex),a.placedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.placedIconSymbolIndex),a.verticalPlacedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.verticalPlacedIconSymbolIndex)}this.text.indexBuffer&&this.text.indexBuffer.updateData(this.text.indexArray),this.icon.indexBuffer&&this.icon.indexBuffer.updateData(this.icon.indexArray)}},ni(\"SymbolBucket\",sc,{omit:[\"layers\",\"collisionBoxArray\",\"features\",\"compareText\"]}),sc.MAX_GLYPHS=65535,sc.addDynamicAttributes=nc;var lc=new Gi({\"symbol-placement\":new ji(Dt.layout_symbol[\"symbol-placement\"]),\"symbol-spacing\":new ji(Dt.layout_symbol[\"symbol-spacing\"]),\"symbol-avoid-edges\":new ji(Dt.layout_symbol[\"symbol-avoid-edges\"]),\"symbol-sort-key\":new Ui(Dt.layout_symbol[\"symbol-sort-key\"]),\"symbol-z-order\":new ji(Dt.layout_symbol[\"symbol-z-order\"]),\"icon-allow-overlap\":new ji(Dt.layout_symbol[\"icon-allow-overlap\"]),\"icon-ignore-placement\":new ji(Dt.layout_symbol[\"icon-ignore-placement\"]),\"icon-optional\":new ji(Dt.layout_symbol[\"icon-optional\"]),\"icon-rotation-alignment\":new ji(Dt.layout_symbol[\"icon-rotation-alignment\"]),\"icon-size\":new Ui(Dt.layout_symbol[\"icon-size\"]),\"icon-text-fit\":new ji(Dt.layout_symbol[\"icon-text-fit\"]),\"icon-text-fit-padding\":new ji(Dt.layout_symbol[\"icon-text-fit-padding\"]),\"icon-image\":new Ui(Dt.layout_symbol[\"icon-image\"]),\"icon-rotate\":new Ui(Dt.layout_symbol[\"icon-rotate\"]),\"icon-padding\":new ji(Dt.layout_symbol[\"icon-padding\"]),\"icon-keep-upright\":new ji(Dt.layout_symbol[\"icon-keep-upright\"]),\"icon-offset\":new Ui(Dt.layout_symbol[\"icon-offset\"]),\"icon-anchor\":new Ui(Dt.layout_symbol[\"icon-anchor\"]),\"icon-pitch-alignment\":new ji(Dt.layout_symbol[\"icon-pitch-alignment\"]),\"text-pitch-alignment\":new ji(Dt.layout_symbol[\"text-pitch-alignment\"]),\"text-rotation-alignment\":new ji(Dt.layout_symbol[\"text-rotation-alignment\"]),\"text-field\":new Ui(Dt.layout_symbol[\"text-field\"]),\"text-font\":new Ui(Dt.layout_symbol[\"text-font\"]),\"text-size\":new Ui(Dt.layout_symbol[\"text-size\"]),\"text-max-width\":new Ui(Dt.layout_symbol[\"text-max-width\"]),\"text-line-height\":new ji(Dt.layout_symbol[\"text-line-height\"]),\"text-letter-spacing\":new Ui(Dt.layout_symbol[\"text-letter-spacing\"]),\"text-justify\":new Ui(Dt.layout_symbol[\"text-justify\"]),\"text-radial-offset\":new Ui(Dt.layout_symbol[\"text-radial-offset\"]),\"text-variable-anchor\":new ji(Dt.layout_symbol[\"text-variable-anchor\"]),\"text-anchor\":new Ui(Dt.layout_symbol[\"text-anchor\"]),\"text-max-angle\":new ji(Dt.layout_symbol[\"text-max-angle\"]),\"text-writing-mode\":new ji(Dt.layout_symbol[\"text-writing-mode\"]),\"text-rotate\":new Ui(Dt.layout_symbol[\"text-rotate\"]),\"text-padding\":new ji(Dt.layout_symbol[\"text-padding\"]),\"text-keep-upright\":new ji(Dt.layout_symbol[\"text-keep-upright\"]),\"text-transform\":new Ui(Dt.layout_symbol[\"text-transform\"]),\"text-offset\":new Ui(Dt.layout_symbol[\"text-offset\"]),\"text-allow-overlap\":new ji(Dt.layout_symbol[\"text-allow-overlap\"]),\"text-ignore-placement\":new ji(Dt.layout_symbol[\"text-ignore-placement\"]),\"text-optional\":new ji(Dt.layout_symbol[\"text-optional\"])}),uc={paint:new Gi({\"icon-opacity\":new Ui(Dt.paint_symbol[\"icon-opacity\"]),\"icon-color\":new Ui(Dt.paint_symbol[\"icon-color\"]),\"icon-halo-color\":new Ui(Dt.paint_symbol[\"icon-halo-color\"]),\"icon-halo-width\":new Ui(Dt.paint_symbol[\"icon-halo-width\"]),\"icon-halo-blur\":new Ui(Dt.paint_symbol[\"icon-halo-blur\"]),\"icon-translate\":new ji(Dt.paint_symbol[\"icon-translate\"]),\"icon-translate-anchor\":new ji(Dt.paint_symbol[\"icon-translate-anchor\"]),\"text-opacity\":new Ui(Dt.paint_symbol[\"text-opacity\"]),\"text-color\":new Ui(Dt.paint_symbol[\"text-color\"],{runtimeType:Zt,getOverride:function(t){return t.textColor},hasOverride:function(t){return!!t.textColor}}),\"text-halo-color\":new Ui(Dt.paint_symbol[\"text-halo-color\"]),\"text-halo-width\":new Ui(Dt.paint_symbol[\"text-halo-width\"]),\"text-halo-blur\":new Ui(Dt.paint_symbol[\"text-halo-blur\"]),\"text-translate\":new ji(Dt.paint_symbol[\"text-translate\"]),\"text-translate-anchor\":new ji(Dt.paint_symbol[\"text-translate-anchor\"])}),layout:lc},cc=function(t){this.type=t.property.overrides?t.property.overrides.runtimeType:Vt,this.defaultValue=t};cc.prototype.evaluate=function(t){if(t.formattedSection){var e=this.defaultValue.property.overrides;if(e&&e.hasOverride(t.formattedSection))return e.getOverride(t.formattedSection)}return t.feature&&t.featureState?this.defaultValue.evaluate(t.feature,t.featureState):this.defaultValue.property.specification.default},cc.prototype.eachChild=function(t){this.defaultValue.isConstant()||t(this.defaultValue.value._styleExpression.expression)},cc.prototype.outputDefined=function(){return!1},cc.prototype.serialize=function(){return null},ni(\"FormatSectionOverride\",cc,{omit:[\"defaultValue\"]});var fc=function(t){function e(e){t.call(this,e,uc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.recalculate=function(e,r){if(t.prototype.recalculate.call(this,e,r),\"auto\"===this.layout.get(\"icon-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"icon-rotation-alignment\"]=\"map\":this.layout._values[\"icon-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"text-rotation-alignment\"]=\"map\":this.layout._values[\"text-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-pitch-alignment\")&&(this.layout._values[\"text-pitch-alignment\"]=this.layout.get(\"text-rotation-alignment\")),\"auto\"===this.layout.get(\"icon-pitch-alignment\")&&(this.layout._values[\"icon-pitch-alignment\"]=this.layout.get(\"icon-rotation-alignment\")),\"point\"===this.layout.get(\"symbol-placement\")){var n=this.layout.get(\"text-writing-mode\");if(n){for(var i=[],a=0,o=n;a<o.length;a+=1){var s=o[a];i.indexOf(s)<0&&i.push(s)}this.layout._values[\"text-writing-mode\"]=i}else this.layout._values[\"text-writing-mode\"]=[\"horizontal\"]}this._setPaintOverrides()},e.prototype.getValueAndResolveTokens=function(t,e,r,n){var i=this.layout.get(t).evaluate(e,{},r,n),a=this._unevaluatedLayout._values[t];return a.isDataDriven()||sn(a.value)||!i?i:function(t,e){return e.replace(/{([^{}]+)}/g,(function(e,r){return r in t?String(t[r]):\"\"}))}(e.properties,i)},e.prototype.createBucket=function(t){return new sc(t)},e.prototype.queryRadius=function(){return 0},e.prototype.queryIntersectsFeature=function(){return!1},e.prototype._setPaintOverrides=function(){for(var t=0,r=uc.paint.overridableProperties;t<r.length;t+=1){var n=r[t];if(e.hasPaintOverride(this.layout,n)){var i,a=this.paint.get(n),o=new cc(a),s=new on(o,a.property.specification);i=\"constant\"===a.value.kind||\"source\"===a.value.kind?new un(\"source\",s):new cn(\"composite\",s,a.value.zoomStops,a.value._interpolationType),this.paint._values[n]=new Bi(a.property,i,a.parameters)}}},e.prototype._handleOverridablePaintPropertyUpdate=function(t,r,n){return!(!this.layout||r.isDataDriven()||n.isDataDriven())&&e.hasPaintOverride(this.layout,t)},e.hasPaintOverride=function(t,e){var r=t.get(\"text-field\"),n=uc.paint.properties[e],i=!1,a=function(t){for(var e=0,r=t;e<r.length;e+=1){var a=r[e];if(n.overrides&&n.overrides.hasOverride(a))return void(i=!0)}};if(\"constant\"===r.value.kind&&r.value.value instanceof ue)a(r.value.value.sections);else if(\"source\"===r.value.kind){var o=function(t){if(!i)if(t instanceof ve&&pe(t.value)===Jt){var e=t.value;a(e.sections)}else t instanceof xe?a(t.sections):t.eachChild(o)},s=r.value;s._styleExpression&&o(s._styleExpression.expression)}return i},e}(Yi),hc={paint:new Gi({\"background-color\":new ji(Dt.paint_background[\"background-color\"]),\"background-pattern\":new Hi(Dt.paint_background[\"background-pattern\"]),\"background-opacity\":new ji(Dt.paint_background[\"background-opacity\"])})},pc=function(t){function e(e){t.call(this,e,hc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Yi),dc={paint:new Gi({\"raster-opacity\":new ji(Dt.paint_raster[\"raster-opacity\"]),\"raster-hue-rotate\":new ji(Dt.paint_raster[\"raster-hue-rotate\"]),\"raster-brightness-min\":new ji(Dt.paint_raster[\"raster-brightness-min\"]),\"raster-brightness-max\":new ji(Dt.paint_raster[\"raster-brightness-max\"]),\"raster-saturation\":new ji(Dt.paint_raster[\"raster-saturation\"]),\"raster-contrast\":new ji(Dt.paint_raster[\"raster-contrast\"]),\"raster-resampling\":new ji(Dt.paint_raster[\"raster-resampling\"]),\"raster-fade-duration\":new ji(Dt.paint_raster[\"raster-fade-duration\"])})},vc=function(t){function e(e){t.call(this,e,dc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Yi);var gc=function(t){function e(e){t.call(this,e,{}),this.implementation=e}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.is3D=function(){return\"3d\"===this.implementation.renderingMode},e.prototype.hasOffscreenPass=function(){return void 0!==this.implementation.prerender},e.prototype.recalculate=function(){},e.prototype.updateTransitions=function(){},e.prototype.hasTransition=function(){},e.prototype.serialize=function(){},e.prototype.onAdd=function(t){this.implementation.onAdd&&this.implementation.onAdd(t,t.painter.context.gl)},e.prototype.onRemove=function(t){this.implementation.onRemove&&this.implementation.onRemove(t,t.painter.context.gl)},e}(Yi),yc={circle:Uo,heatmap:Ko,hillshade:Qo,fill:js,\"fill-extrusion\":nl,line:vl,symbol:fc,background:pc,raster:vc};var mc=self.HTMLImageElement,xc=self.HTMLCanvasElement,bc=self.HTMLVideoElement,_c=self.ImageData,wc=self.ImageBitmap,Tc=function(t,e,r,n){this.context=t,this.format=r,this.texture=t.gl.createTexture(),this.update(e,n)};Tc.prototype.update=function(t,e,r){var n=t.width,i=t.height,a=!(this.size&&this.size[0]===n&&this.size[1]===i||r),o=this.context,s=o.gl;if(this.useMipmap=Boolean(e&&e.useMipmap),s.bindTexture(s.TEXTURE_2D,this.texture),o.pixelStoreUnpackFlipY.set(!1),o.pixelStoreUnpack.set(1),o.pixelStoreUnpackPremultiplyAlpha.set(this.format===s.RGBA&&(!e||!1!==e.premultiply)),a)this.size=[n,i],t instanceof mc||t instanceof xc||t instanceof bc||t instanceof _c||wc&&t instanceof wc?s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,s.UNSIGNED_BYTE,t):s.texImage2D(s.TEXTURE_2D,0,this.format,n,i,0,this.format,s.UNSIGNED_BYTE,t.data);else{var l=r||{x:0,y:0},u=l.x,c=l.y;t instanceof mc||t instanceof xc||t instanceof bc||t instanceof _c||wc&&t instanceof wc?s.texSubImage2D(s.TEXTURE_2D,0,u,c,s.RGBA,s.UNSIGNED_BYTE,t):s.texSubImage2D(s.TEXTURE_2D,0,u,c,n,i,s.RGBA,s.UNSIGNED_BYTE,t.data)}this.useMipmap&&this.isSizePowerOfTwo()&&s.generateMipmap(s.TEXTURE_2D)},Tc.prototype.bind=function(t,e,r){var n=this.context.gl;n.bindTexture(n.TEXTURE_2D,this.texture),r!==n.LINEAR_MIPMAP_NEAREST||this.isSizePowerOfTwo()||(r=n.LINEAR),t!==this.filter&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,t),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,r||t),this.filter=t),e!==this.wrap&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,e),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,e),this.wrap=e)},Tc.prototype.isSizePowerOfTwo=function(){return this.size[0]===this.size[1]&&Math.log(this.size[0])/Math.LN2%1==0},Tc.prototype.destroy=function(){this.context.gl.deleteTexture(this.texture),this.texture=null};var kc=function(t){var e=this;this._callback=t,this._triggered=!1,\"undefined\"!=typeof MessageChannel&&(this._channel=new MessageChannel,this._channel.port2.onmessage=function(){e._triggered=!1,e._callback()})};kc.prototype.trigger=function(){var t=this;this._triggered||(this._triggered=!0,this._channel?this._channel.port1.postMessage(!0):setTimeout((function(){t._triggered=!1,t._callback()}),0))},kc.prototype.remove=function(){delete this._channel,this._callback=function(){}};var Ac=function(t,e,r){this.target=t,this.parent=e,this.mapId=r,this.callbacks={},this.tasks={},this.taskQueue=[],this.cancelCallbacks={},g([\"receive\",\"process\"],this),this.invoker=new kc(this.process),this.target.addEventListener(\"message\",this.receive,!1),this.globalScope=A()?t:self};function Mc(t,e,r){var n=2*Math.PI*6378137/256/Math.pow(2,r);return[t*n-2*Math.PI*6378137/2,e*n-2*Math.PI*6378137/2]}Ac.prototype.send=function(t,e,r,n,i){var a=this;void 0===i&&(i=!1);var o=Math.round(1e18*Math.random()).toString(36).substring(0,10);r&&(this.callbacks[o]=r);var s=E(this.globalScope)?void 0:[];return this.target.postMessage({id:o,type:t,hasCallback:!!r,targetMapId:n,mustQueue:i,sourceMapId:this.mapId,data:si(e,s)},s),{cancel:function(){r&&delete a.callbacks[o],a.target.postMessage({id:o,type:\"<cancel>\",targetMapId:n,sourceMapId:a.mapId})}}},Ac.prototype.receive=function(t){var e=t.data,r=e.id;if(r&&(!e.targetMapId||this.mapId===e.targetMapId))if(\"<cancel>\"===e.type){delete this.tasks[r];var n=this.cancelCallbacks[r];delete this.cancelCallbacks[r],n&&n()}else A()||e.mustQueue?(this.tasks[r]=e,this.taskQueue.push(r),this.invoker.trigger()):this.processTask(r,e)},Ac.prototype.process=function(){if(this.taskQueue.length){var t=this.taskQueue.shift(),e=this.tasks[t];delete this.tasks[t],this.taskQueue.length&&this.invoker.trigger(),e&&this.processTask(t,e)}},Ac.prototype.processTask=function(t,e){var r=this;if(\"<response>\"===e.type){var n=this.callbacks[t];delete this.callbacks[t],n&&(e.error?n(li(e.error)):n(null,li(e.data)))}else{var i=!1,a=E(this.globalScope)?void 0:[],o=e.hasCallback?function(e,n){i=!0,delete r.cancelCallbacks[t],r.target.postMessage({id:t,type:\"<response>\",sourceMapId:r.mapId,error:e?si(e):null,data:si(n,a)},a)}:function(t){i=!0},s=null,l=li(e.data);if(this.parent[e.type])s=this.parent[e.type](e.sourceMapId,l,o);else if(this.parent.getWorkerSource){var u=e.type.split(\".\");s=this.parent.getWorkerSource(e.sourceMapId,u[0],l.source)[u[1]](l,o)}else o(new Error(\"Could not find function \"+e.type));!i&&s&&s.cancel&&(this.cancelCallbacks[t]=s.cancel)}},Ac.prototype.remove=function(){this.invoker.remove(),this.target.removeEventListener(\"message\",this.receive,!1)};var Sc=function(t,e){t&&(e?this.setSouthWest(t).setNorthEast(e):4===t.length?this.setSouthWest([t[0],t[1]]).setNorthEast([t[2],t[3]]):this.setSouthWest(t[0]).setNorthEast(t[1]))};Sc.prototype.setNorthEast=function(t){return this._ne=t instanceof Lc?new Lc(t.lng,t.lat):Lc.convert(t),this},Sc.prototype.setSouthWest=function(t){return this._sw=t instanceof Lc?new Lc(t.lng,t.lat):Lc.convert(t),this},Sc.prototype.extend=function(t){var e,r,n=this._sw,i=this._ne;if(t instanceof Lc)e=t,r=t;else{if(!(t instanceof Sc)){if(Array.isArray(t)){if(4===t.length||t.every(Array.isArray)){var a=t;return this.extend(Sc.convert(a))}var o=t;return this.extend(Lc.convert(o))}return this}if(e=t._sw,r=t._ne,!e||!r)return this}return n||i?(n.lng=Math.min(e.lng,n.lng),n.lat=Math.min(e.lat,n.lat),i.lng=Math.max(r.lng,i.lng),i.lat=Math.max(r.lat,i.lat)):(this._sw=new Lc(e.lng,e.lat),this._ne=new Lc(r.lng,r.lat)),this},Sc.prototype.getCenter=function(){return new Lc((this._sw.lng+this._ne.lng)/2,(this._sw.lat+this._ne.lat)/2)},Sc.prototype.getSouthWest=function(){return this._sw},Sc.prototype.getNorthEast=function(){return this._ne},Sc.prototype.getNorthWest=function(){return new Lc(this.getWest(),this.getNorth())},Sc.prototype.getSouthEast=function(){return new Lc(this.getEast(),this.getSouth())},Sc.prototype.getWest=function(){return this._sw.lng},Sc.prototype.getSouth=function(){return this._sw.lat},Sc.prototype.getEast=function(){return this._ne.lng},Sc.prototype.getNorth=function(){return this._ne.lat},Sc.prototype.toArray=function(){return[this._sw.toArray(),this._ne.toArray()]},Sc.prototype.toString=function(){return\"LngLatBounds(\"+this._sw.toString()+\", \"+this._ne.toString()+\")\"},Sc.prototype.isEmpty=function(){return!(this._sw&&this._ne)},Sc.prototype.contains=function(t){var e=Lc.convert(t),r=e.lng,n=e.lat,i=this._sw.lat<=n&&n<=this._ne.lat,a=this._sw.lng<=r&&r<=this._ne.lng;return this._sw.lng>this._ne.lng&&(a=this._sw.lng>=r&&r>=this._ne.lng),i&&a},Sc.convert=function(t){return!t||t instanceof Sc?t:new Sc(t)};var Ec=6371008.8,Lc=function(t,e){if(isNaN(t)||isNaN(e))throw new Error(\"Invalid LngLat object: (\"+t+\", \"+e+\")\");if(this.lng=+t,this.lat=+e,this.lat>90||this.lat<-90)throw new Error(\"Invalid LngLat latitude value: must be between -90 and 90\")};Lc.prototype.wrap=function(){return new Lc(c(this.lng,-180,180),this.lat)},Lc.prototype.toArray=function(){return[this.lng,this.lat]},Lc.prototype.toString=function(){return\"LngLat(\"+this.lng+\", \"+this.lat+\")\"},Lc.prototype.distanceTo=function(t){var e=Math.PI/180,r=this.lat*e,n=t.lat*e,i=Math.sin(r)*Math.sin(n)+Math.cos(r)*Math.cos(n)*Math.cos((t.lng-this.lng)*e);return Ec*Math.acos(Math.min(i,1))},Lc.prototype.toBounds=function(t){void 0===t&&(t=0);var e=360*t/40075017,r=e/Math.cos(Math.PI/180*this.lat);return new Sc(new Lc(this.lng-r,this.lat-e),new Lc(this.lng+r,this.lat+e))},Lc.convert=function(t){if(t instanceof Lc)return t;if(Array.isArray(t)&&(2===t.length||3===t.length))return new Lc(Number(t[0]),Number(t[1]));if(!Array.isArray(t)&&\"object\"==typeof t&&null!==t)return new Lc(Number(\"lng\"in t?t.lng:t.lon),Number(t.lat));throw new Error(\"`LngLatLike` argument must be specified as a LngLat instance, an object {lng: <lng>, lat: <lat>}, an object {lon: <lng>, lat: <lat>}, or an array of [<lng>, <lat>]\")};var Cc=2*Math.PI*Ec;function Pc(t){return Cc*Math.cos(t*Math.PI/180)}function Oc(t){return(180+t)/360}function Ic(t){return(180-180/Math.PI*Math.log(Math.tan(Math.PI/4+t*Math.PI/360)))/360}function Dc(t,e){return t/Pc(e)}function zc(t){var e=180-360*t;return 360/Math.PI*Math.atan(Math.exp(e*Math.PI/180))-90}var Rc=function(t,e,r){void 0===r&&(r=0),this.x=+t,this.y=+e,this.z=+r};Rc.fromLngLat=function(t,e){void 0===e&&(e=0);var r=Lc.convert(t);return new Rc(Oc(r.lng),Ic(r.lat),Dc(e,r.lat))},Rc.prototype.toLngLat=function(){return new Lc(360*this.x-180,zc(this.y))},Rc.prototype.toAltitude=function(){return t=this.z,e=this.y,t*Pc(zc(e));var t,e},Rc.prototype.meterInMercatorCoordinateUnits=function(){return 1/Cc*(t=zc(this.y),1/Math.cos(t*Math.PI/180));var t};var Fc=function(t,e,r){this.z=t,this.x=e,this.y=r,this.key=jc(0,t,t,e,r)};Fc.prototype.equals=function(t){return this.z===t.z&&this.x===t.x&&this.y===t.y},Fc.prototype.url=function(t,e){var r,n,i,a,o,s=(r=this.x,n=this.y,i=this.z,a=Mc(256*r,256*(n=Math.pow(2,i)-n-1),i),o=Mc(256*(r+1),256*(n+1),i),a[0]+\",\"+a[1]+\",\"+o[0]+\",\"+o[1]),l=function(t,e,r){for(var n,i=\"\",a=t;a>0;a--)i+=(e&(n=1<<a-1)?1:0)+(r&n?2:0);return i}(this.z,this.x,this.y);return t[(this.x+this.y)%t.length].replace(\"{prefix}\",(this.x%16).toString(16)+(this.y%16).toString(16)).replace(\"{z}\",String(this.z)).replace(\"{x}\",String(this.x)).replace(\"{y}\",String(\"tms\"===e?Math.pow(2,this.z)-this.y-1:this.y)).replace(\"{quadkey}\",l).replace(\"{bbox-epsg-3857}\",s)},Fc.prototype.getTilePoint=function(t){var e=Math.pow(2,this.z);return new a((t.x*e-this.x)*co,(t.y*e-this.y)*co)},Fc.prototype.toString=function(){return this.z+\"/\"+this.x+\"/\"+this.y};var Bc=function(t,e){this.wrap=t,this.canonical=e,this.key=jc(t,e.z,e.z,e.x,e.y)},Nc=function(t,e,r,n,i){this.overscaledZ=t,this.wrap=e,this.canonical=new Fc(r,+n,+i),this.key=jc(e,t,r,n,i)};function jc(t,e,r,n,i){(t*=2)<0&&(t=-1*t-1);var a=1<<r;return(a*a*t+a*i+n).toString(36)+r.toString(36)+e.toString(36)}Nc.prototype.equals=function(t){return this.overscaledZ===t.overscaledZ&&this.wrap===t.wrap&&this.canonical.equals(t.canonical)},Nc.prototype.scaledTo=function(t){var e=this.canonical.z-t;return t>this.canonical.z?new Nc(t,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y):new Nc(t,this.wrap,t,this.canonical.x>>e,this.canonical.y>>e)},Nc.prototype.calculateScaledKey=function(t,e){var r=this.canonical.z-t;return t>this.canonical.z?jc(this.wrap*+e,t,this.canonical.z,this.canonical.x,this.canonical.y):jc(this.wrap*+e,t,t,this.canonical.x>>r,this.canonical.y>>r)},Nc.prototype.isChildOf=function(t){if(t.wrap!==this.wrap)return!1;var e=this.canonical.z-t.canonical.z;return 0===t.overscaledZ||t.overscaledZ<this.overscaledZ&&t.canonical.x===this.canonical.x>>e&&t.canonical.y===this.canonical.y>>e},Nc.prototype.children=function(t){if(this.overscaledZ>=t)return[new Nc(this.overscaledZ+1,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y)];var e=this.canonical.z+1,r=2*this.canonical.x,n=2*this.canonical.y;return[new Nc(e,this.wrap,e,r,n),new Nc(e,this.wrap,e,r+1,n),new Nc(e,this.wrap,e,r,n+1),new Nc(e,this.wrap,e,r+1,n+1)]},Nc.prototype.isLessThan=function(t){return this.wrap<t.wrap||!(this.wrap>t.wrap)&&(this.overscaledZ<t.overscaledZ||!(this.overscaledZ>t.overscaledZ)&&(this.canonical.x<t.canonical.x||!(this.canonical.x>t.canonical.x)&&this.canonical.y<t.canonical.y))},Nc.prototype.wrapped=function(){return new Nc(this.overscaledZ,0,this.canonical.z,this.canonical.x,this.canonical.y)},Nc.prototype.unwrapTo=function(t){return new Nc(this.overscaledZ,t,this.canonical.z,this.canonical.x,this.canonical.y)},Nc.prototype.overscaleFactor=function(){return Math.pow(2,this.overscaledZ-this.canonical.z)},Nc.prototype.toUnwrapped=function(){return new Bc(this.wrap,this.canonical)},Nc.prototype.toString=function(){return this.overscaledZ+\"/\"+this.canonical.x+\"/\"+this.canonical.y},Nc.prototype.getTilePoint=function(t){return this.canonical.getTilePoint(new Rc(t.x-this.wrap,t.y))},ni(\"CanonicalTileID\",Fc),ni(\"OverscaledTileID\",Nc,{omit:[\"posMatrix\"]});var Uc=function(t,e,r){if(this.uid=t,e.height!==e.width)throw new RangeError(\"DEM tiles must be square\");if(r&&\"mapbox\"!==r&&\"terrarium\"!==r)return w('\"'+r+'\" is not a valid encoding type. Valid types include \"mapbox\" and \"terrarium\".');this.stride=e.height;var n=this.dim=e.height-2;this.data=new Uint32Array(e.data.buffer),this.encoding=r||\"mapbox\";for(var i=0;i<n;i++)this.data[this._idx(-1,i)]=this.data[this._idx(0,i)],this.data[this._idx(n,i)]=this.data[this._idx(n-1,i)],this.data[this._idx(i,-1)]=this.data[this._idx(i,0)],this.data[this._idx(i,n)]=this.data[this._idx(i,n-1)];this.data[this._idx(-1,-1)]=this.data[this._idx(0,0)],this.data[this._idx(n,-1)]=this.data[this._idx(n-1,0)],this.data[this._idx(-1,n)]=this.data[this._idx(0,n-1)],this.data[this._idx(n,n)]=this.data[this._idx(n-1,n-1)]};Uc.prototype.get=function(t,e){var r=new Uint8Array(this.data.buffer),n=4*this._idx(t,e);return(\"terrarium\"===this.encoding?this._unpackTerrarium:this._unpackMapbox)(r[n],r[n+1],r[n+2])},Uc.prototype.getUnpackVector=function(){return\"terrarium\"===this.encoding?[256,1,1/256,32768]:[6553.6,25.6,.1,1e4]},Uc.prototype._idx=function(t,e){if(t<-1||t>=this.dim+1||e<-1||e>=this.dim+1)throw new RangeError(\"out of range source coordinates for DEM data\");return(e+1)*this.stride+(t+1)},Uc.prototype._unpackMapbox=function(t,e,r){return(256*t*256+256*e+r)/10-1e4},Uc.prototype._unpackTerrarium=function(t,e,r){return 256*t+e+r/256-32768},Uc.prototype.getPixels=function(){return new Wo({width:this.stride,height:this.stride},new Uint8Array(this.data.buffer))},Uc.prototype.backfillBorder=function(t,e,r){if(this.dim!==t.dim)throw new Error(\"dem dimension mismatch\");var n=e*this.dim,i=e*this.dim+this.dim,a=r*this.dim,o=r*this.dim+this.dim;switch(e){case-1:n=i-1;break;case 1:i=n+1}switch(r){case-1:a=o-1;break;case 1:o=a+1}for(var s=-e*this.dim,l=-r*this.dim,u=a;u<o;u++)for(var c=n;c<i;c++)this.data[this._idx(c,u)]=t.data[this._idx(c+s,u+l)]},ni(\"DEMData\",Uc);var Vc=function(t){this._stringToNumber={},this._numberToString=[];for(var e=0;e<t.length;e++){var r=t[e];this._stringToNumber[r]=e,this._numberToString[e]=r}};Vc.prototype.encode=function(t){return this._stringToNumber[t]},Vc.prototype.decode=function(t){return this._numberToString[t]};var Hc=function(t,e,r,n,i){this.type=\"Feature\",this._vectorTileFeature=t,t._z=e,t._x=r,t._y=n,this.properties=t.properties,this.id=i},qc={geometry:{configurable:!0}};qc.geometry.get=function(){return void 0===this._geometry&&(this._geometry=this._vectorTileFeature.toGeoJSON(this._vectorTileFeature._x,this._vectorTileFeature._y,this._vectorTileFeature._z).geometry),this._geometry},qc.geometry.set=function(t){this._geometry=t},Hc.prototype.toJSON=function(){var t={geometry:this.geometry};for(var e in this)\"_geometry\"!==e&&\"_vectorTileFeature\"!==e&&(t[e]=this[e]);return t},Object.defineProperties(Hc.prototype,qc);var Gc=function(){this.state={},this.stateChanges={},this.deletedStates={}};Gc.prototype.updateState=function(t,e,r){var n=String(e);if(this.stateChanges[t]=this.stateChanges[t]||{},this.stateChanges[t][n]=this.stateChanges[t][n]||{},f(this.stateChanges[t][n],r),null===this.deletedStates[t])for(var i in this.deletedStates[t]={},this.state[t])i!==n&&(this.deletedStates[t][i]=null);else if(this.deletedStates[t]&&null===this.deletedStates[t][n])for(var a in this.deletedStates[t][n]={},this.state[t][n])r[a]||(this.deletedStates[t][n][a]=null);else for(var o in r)this.deletedStates[t]&&this.deletedStates[t][n]&&null===this.deletedStates[t][n][o]&&delete this.deletedStates[t][n][o]},Gc.prototype.removeFeatureState=function(t,e,r){if(null!==this.deletedStates[t]){var n=String(e);if(this.deletedStates[t]=this.deletedStates[t]||{},r&&void 0!==e)null!==this.deletedStates[t][n]&&(this.deletedStates[t][n]=this.deletedStates[t][n]||{},this.deletedStates[t][n][r]=null);else if(void 0!==e)if(this.stateChanges[t]&&this.stateChanges[t][n])for(r in this.deletedStates[t][n]={},this.stateChanges[t][n])this.deletedStates[t][n][r]=null;else this.deletedStates[t][n]=null;else this.deletedStates[t]=null}},Gc.prototype.getState=function(t,e){var r=String(e),n=this.state[t]||{},i=this.stateChanges[t]||{},a=f({},n[r],i[r]);if(null===this.deletedStates[t])return{};if(this.deletedStates[t]){var o=this.deletedStates[t][e];if(null===o)return{};for(var s in o)delete a[s]}return a},Gc.prototype.initializeTileState=function(t,e){t.setFeatureState(this.state,e)},Gc.prototype.coalesceChanges=function(t,e){var r={};for(var n in this.stateChanges){this.state[n]=this.state[n]||{};var i={};for(var a in this.stateChanges[n])this.state[n][a]||(this.state[n][a]={}),f(this.state[n][a],this.stateChanges[n][a]),i[a]=this.state[n][a];r[n]=i}for(var o in this.deletedStates){this.state[o]=this.state[o]||{};var s={};if(null===this.deletedStates[o])for(var l in this.state[o])s[l]={},this.state[o][l]={};else for(var u in this.deletedStates[o]){if(null===this.deletedStates[o][u])this.state[o][u]={};else for(var c=0,h=Object.keys(this.deletedStates[o][u]);c<h.length;c+=1){var p=h[c];delete this.state[o][u][p]}s[u]=this.state[o][u]}r[o]=r[o]||{},f(r[o],s)}if(this.stateChanges={},this.deletedStates={},0!==Object.keys(r).length)for(var d in t)t[d].setFeatureState(r,e)};var Zc=function(t,e){this.tileID=t,this.x=t.canonical.x,this.y=t.canonical.y,this.z=t.canonical.z,this.grid=new Kn(co,16,0),this.grid3D=new Kn(co,16,0),this.featureIndexArray=new Ca,this.promoteId=e};function Yc(t,e,r,n,i){return m(t,(function(t,a){var o=e instanceof Ni?e.get(a):null;return o&&o.evaluate?o.evaluate(r,n,i):o}))}function Wc(t){for(var e=1/0,r=1/0,n=-1/0,i=-1/0,a=0,o=t;a<o.length;a+=1){var s=o[a];e=Math.min(e,s.x),r=Math.min(r,s.y),n=Math.max(n,s.x),i=Math.max(i,s.y)}return{minX:e,minY:r,maxX:n,maxY:i}}function Xc(t,e){return e-t}Zc.prototype.insert=function(t,e,r,n,i,a){var o=this.featureIndexArray.length;this.featureIndexArray.emplaceBack(r,n,i);for(var s=a?this.grid3D:this.grid,l=0;l<e.length;l++){for(var u=e[l],c=[1/0,1/0,-1/0,-1/0],f=0;f<u.length;f++){var h=u[f];c[0]=Math.min(c[0],h.x),c[1]=Math.min(c[1],h.y),c[2]=Math.max(c[2],h.x),c[3]=Math.max(c[3],h.y)}c[0]<co&&c[1]<co&&c[2]>=0&&c[3]>=0&&s.insert(o,c[0],c[1],c[2],c[3])}},Zc.prototype.loadVTLayers=function(){return this.vtLayers||(this.vtLayers=new Js.VectorTile(new Sl(this.rawTileData)).layers,this.sourceLayerCoder=new Vc(this.vtLayers?Object.keys(this.vtLayers).sort():[\"_geojsonTileLayer\"])),this.vtLayers},Zc.prototype.query=function(t,e,r,n){var i=this;this.loadVTLayers();for(var o=t.params||{},s=co/t.tileSize/t.scale,l=wn(o.filter),u=t.queryGeometry,c=t.queryPadding*s,f=Wc(u),h=this.grid.query(f.minX-c,f.minY-c,f.maxX+c,f.maxY+c),p=Wc(t.cameraQueryGeometry),d=0,v=this.grid3D.query(p.minX-c,p.minY-c,p.maxX+c,p.maxY+c,(function(e,r,n,i){return function(t,e,r,n,i){for(var o=0,s=t;o<s.length;o+=1){var l=s[o];if(e<=l.x&&r<=l.y&&n>=l.x&&i>=l.y)return!0}var u=[new a(e,r),new a(e,i),new a(n,i),new a(n,r)];if(t.length>2)for(var c=0,f=u;c<f.length;c+=1)if(Mo(t,f[c]))return!0;for(var h=0;h<t.length-1;h++)if(So(t[h],t[h+1],u))return!0;return!1}(t.cameraQueryGeometry,e-c,r-c,n+c,i+c)}));d<v.length;d+=1){var g=v[d];h.push(g)}h.sort(Xc);for(var y,m={},x=function(a){var c=h[a];if(c!==y){y=c;var f=i.featureIndexArray.get(c),p=null;i.loadMatchingFeature(m,f.bucketIndex,f.sourceLayerIndex,f.featureIndex,l,o.layers,o.availableImages,e,r,n,(function(e,r,n){return p||(p=po(e)),r.queryIntersectsFeature(u,e,n,p,i.z,t.transform,s,t.pixelPosMatrix)}))}},b=0;b<h.length;b++)x(b);return m},Zc.prototype.loadMatchingFeature=function(t,e,r,n,i,a,o,s,l,u,c){var f=this.bucketLayerIDs[e];if(!a||function(t,e){for(var r=0;r<t.length;r++)if(e.indexOf(t[r])>=0)return!0;return!1}(a,f)){var h=this.sourceLayerCoder.decode(r),p=this.vtLayers[h].feature(n);if(i.filter(new Pi(this.tileID.overscaledZ),p))for(var d=this.getId(p,h),v=0;v<f.length;v++){var g=f[v];if(!(a&&a.indexOf(g)<0)){var y=s[g];if(y){var m={};void 0!==d&&u&&(m=u.getState(y.sourceLayer||\"_geojsonTileLayer\",d));var x=l[g];x.paint=Yc(x.paint,y.paint,p,m,o),x.layout=Yc(x.layout,y.layout,p,m,o);var b=!c||c(p,y,m);if(b){var _=new Hc(p,this.z,this.x,this.y,d);_.layer=x;var w=t[g];void 0===w&&(w=t[g]=[]),w.push({featureIndex:n,feature:_,intersectionZ:b})}}}}}},Zc.prototype.lookupSymbolFeatures=function(t,e,r,n,i,a,o,s){var l={};this.loadVTLayers();for(var u=wn(i),c=0,f=t;c<f.length;c+=1){var h=f[c];this.loadMatchingFeature(l,r,n,h,u,a,o,s,e)}return l},Zc.prototype.hasLayer=function(t){for(var e=0,r=this.bucketLayerIDs;e<r.length;e+=1)for(var n=0,i=r[e];n<i.length;n+=1)if(t===i[n])return!0;return!1},Zc.prototype.getId=function(t,e){var r=t.id;if(this.promoteId){var n=\"string\"==typeof this.promoteId?this.promoteId:this.promoteId[e];\"boolean\"==typeof(r=t.properties[n])&&(r=Number(r))}return r},ni(\"FeatureIndex\",Zc,{omit:[\"rawTileData\",\"sourceLayerCoder\"]});var Jc=function(t,e){this.tileID=t,this.uid=p(),this.uses=0,this.tileSize=e,this.buckets={},this.expirationTime=null,this.queryPadding=0,this.hasSymbolBuckets=!1,this.hasRTLText=!1,this.dependencies={},this.expiredRequestCount=0,this.state=\"loading\"};Jc.prototype.registerFadeDuration=function(t){var e=t+this.timeAdded;e<F.now()||this.fadeEndTime&&e<this.fadeEndTime||(this.fadeEndTime=e)},Jc.prototype.wasRequested=function(){return\"errored\"===this.state||\"loaded\"===this.state||\"reloading\"===this.state},Jc.prototype.loadVectorData=function(t,e,r){if(this.hasData()&&this.unloadVectorData(),this.state=\"loaded\",t){for(var n in t.featureIndex&&(this.latestFeatureIndex=t.featureIndex,t.rawTileData?(this.latestRawTileData=t.rawTileData,this.latestFeatureIndex.rawTileData=t.rawTileData):this.latestRawTileData&&(this.latestFeatureIndex.rawTileData=this.latestRawTileData)),this.collisionBoxArray=t.collisionBoxArray,this.buckets=function(t,e){var r={};if(!e)return r;for(var n=function(){var t=a[i],n=t.layerIds.map((function(t){return e.getLayer(t)})).filter(Boolean);if(0!==n.length){t.layers=n,t.stateDependentLayerIds&&(t.stateDependentLayers=t.stateDependentLayerIds.map((function(t){return n.filter((function(e){return e.id===t}))[0]})));for(var o=0,s=n;o<s.length;o+=1){var l=s[o];r[l.id]=t}}},i=0,a=t;i<a.length;i+=1)n();return r}(t.buckets,e.style),this.hasSymbolBuckets=!1,this.buckets){var i=this.buckets[n];if(i instanceof sc){if(this.hasSymbolBuckets=!0,!r)break;i.justReloaded=!0}}if(this.hasRTLText=!1,this.hasSymbolBuckets)for(var a in this.buckets){var o=this.buckets[a];if(o instanceof sc&&o.hasRTLText){this.hasRTLText=!0,Ci.isLoading()||Ci.isLoaded()||\"deferred\"!==Ei()||Li();break}}for(var s in this.queryPadding=0,this.buckets){var l=this.buckets[s];this.queryPadding=Math.max(this.queryPadding,e.style.getLayer(s).queryRadius(l))}t.imageAtlas&&(this.imageAtlas=t.imageAtlas),t.glyphAtlasImage&&(this.glyphAtlasImage=t.glyphAtlasImage)}else this.collisionBoxArray=new wa},Jc.prototype.unloadVectorData=function(){for(var t in this.buckets)this.buckets[t].destroy();this.buckets={},this.imageAtlasTexture&&this.imageAtlasTexture.destroy(),this.imageAtlas&&(this.imageAtlas=null),this.glyphAtlasTexture&&this.glyphAtlasTexture.destroy(),this.latestFeatureIndex=null,this.state=\"unloaded\"},Jc.prototype.getBucket=function(t){return this.buckets[t.id]},Jc.prototype.upload=function(t){for(var e in this.buckets){var r=this.buckets[e];r.uploadPending()&&r.upload(t)}var n=t.gl;this.imageAtlas&&!this.imageAtlas.uploaded&&(this.imageAtlasTexture=new Tc(t,this.imageAtlas.image,n.RGBA),this.imageAtlas.uploaded=!0),this.glyphAtlasImage&&(this.glyphAtlasTexture=new Tc(t,this.glyphAtlasImage,n.ALPHA),this.glyphAtlasImage=null)},Jc.prototype.prepare=function(t){this.imageAtlas&&this.imageAtlas.patchUpdatedImages(t,this.imageAtlasTexture)},Jc.prototype.queryRenderedFeatures=function(t,e,r,n,i,a,o,s,l,u){return this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData?this.latestFeatureIndex.query({queryGeometry:n,cameraQueryGeometry:i,scale:a,tileSize:this.tileSize,pixelPosMatrix:u,transform:s,params:o,queryPadding:this.queryPadding*l},t,e,r):{}},Jc.prototype.querySourceFeatures=function(t,e){var r=this.latestFeatureIndex;if(r&&r.rawTileData){var n=r.loadVTLayers(),i=e?e.sourceLayer:\"\",a=n._geojsonTileLayer||n[i];if(a)for(var o=wn(e&&e.filter),s=this.tileID.canonical,l=s.z,u=s.x,c=s.y,f={z:l,x:u,y:c},h=0;h<a.length;h++){var p=a.feature(h);if(o.filter(new Pi(this.tileID.overscaledZ),p)){var d=r.getId(p,i),v=new Hc(p,l,u,c,d);v.tile=f,t.push(v)}}}},Jc.prototype.hasData=function(){return\"loaded\"===this.state||\"reloading\"===this.state||\"expired\"===this.state},Jc.prototype.patternsLoaded=function(){return this.imageAtlas&&!!Object.keys(this.imageAtlas.patternPositions).length},Jc.prototype.setExpiryData=function(t){var e=this.expirationTime;if(t.cacheControl){var r=M(t.cacheControl);r[\"max-age\"]&&(this.expirationTime=Date.now()+1e3*r[\"max-age\"])}else t.expires&&(this.expirationTime=new Date(t.expires).getTime());if(this.expirationTime){var n=Date.now(),i=!1;if(this.expirationTime>n)i=!1;else if(e)if(this.expirationTime<e)i=!0;else{var a=this.expirationTime-e;a?this.expirationTime=n+Math.max(a,3e4):i=!0}else i=!0;i?(this.expiredRequestCount++,this.state=\"expired\"):this.expiredRequestCount=0}},Jc.prototype.getExpiryTimeout=function(){if(this.expirationTime)return this.expiredRequestCount?1e3*(1<<Math.min(this.expiredRequestCount-1,31)):Math.min(this.expirationTime-(new Date).getTime(),Math.pow(2,31)-1)},Jc.prototype.setFeatureState=function(t,e){if(this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData&&0!==Object.keys(t).length){var r=this.latestFeatureIndex.loadVTLayers();for(var n in this.buckets)if(e.style.hasLayer(n)){var i=this.buckets[n],a=i.layers[0].sourceLayer||\"_geojsonTileLayer\",o=r[a],s=t[a];if(o&&s&&0!==Object.keys(s).length){i.update(s,o,this.imageAtlas&&this.imageAtlas.patternPositions||{});var l=e&&e.style&&e.style.getLayer(n);l&&(this.queryPadding=Math.max(this.queryPadding,l.queryRadius(i)))}}}},Jc.prototype.holdingForFade=function(){return void 0!==this.symbolFadeHoldUntil},Jc.prototype.symbolFadeFinished=function(){return!this.symbolFadeHoldUntil||this.symbolFadeHoldUntil<F.now()},Jc.prototype.clearFadeHold=function(){this.symbolFadeHoldUntil=void 0},Jc.prototype.setHoldDuration=function(t){this.symbolFadeHoldUntil=F.now()+t},Jc.prototype.setDependencies=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1)r[i[n]]=!0;this.dependencies[t]=r},Jc.prototype.hasDependency=function(t,e){for(var r=0,n=t;r<n.length;r+=1){var i=n[r],a=this.dependencies[i];if(a)for(var o=0,s=e;o<s.length;o+=1)if(a[s[o]])return!0}return!1};var Kc=self.performance,$c=function(t){this._marks={start:[t.url,\"start\"].join(\"#\"),end:[t.url,\"end\"].join(\"#\"),measure:t.url.toString()},Kc.mark(this._marks.start)};$c.prototype.finish=function(){Kc.mark(this._marks.end);var t=Kc.getEntriesByName(this._marks.measure);return 0===t.length&&(Kc.measure(this._marks.measure,this._marks.start,this._marks.end),t=Kc.getEntriesByName(this._marks.measure),Kc.clearMarks(this._marks.start),Kc.clearMarks(this._marks.end),Kc.clearMeasures(this._marks.measure)),t},t.Actor=Ac,t.AlphaImage=Yo,t.CanonicalTileID=Fc,t.CollisionBoxArray=wa,t.Color=oe,t.DEMData=Uc,t.DataConstantProperty=ji,t.DictionaryCoder=Vc,t.EXTENT=co,t.ErrorEvent=Ot,t.EvaluationParameters=Pi,t.Event=Pt,t.Evented=It,t.FeatureIndex=Zc,t.FillBucket=Fs,t.FillExtrusionBucket=tl,t.ImageAtlas=ru,t.ImagePosition=tu,t.LineBucket=cl,t.LngLat=Lc,t.LngLatBounds=Sc,t.MercatorCoordinate=Rc,t.ONE_EM=kl,t.OverscaledTileID=Nc,t.Point=a,t.Point$1=a,t.Properties=Gi,t.Protobuf=Sl,t.RGBAImage=Wo,t.RequestManager=q,t.RequestPerformance=$c,t.ResourceType=xt,t.SegmentVector=Oa,t.SourceFeatureState=Gc,t.StructArrayLayout1ui2=ma,t.StructArrayLayout2f1f2i16=ua,t.StructArrayLayout2i4=Qi,t.StructArrayLayout3ui6=fa,t.StructArrayLayout4i8=ta,t.SymbolBucket=sc,t.Texture=Tc,t.Tile=Jc,t.Transitionable=Di,t.Uniform1f=Ya,t.Uniform1i=Za,t.Uniform2f=Wa,t.Uniform3f=Xa,t.Uniform4f=Ja,t.UniformColor=Ka,t.UniformMatrix4f=Qa,t.UnwrappedTileID=Bc,t.ValidationError=zt,t.WritingMode=nu,t.ZoomHistory=ui,t.add=function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t},t.addDynamicAttributes=nc,t.asyncAll=function(t,e,r){if(!t.length)return r(null,[]);var n=t.length,i=new Array(t.length),a=null;t.forEach((function(t,o){e(t,(function(t,e){t&&(a=t),i[o]=e,0==--n&&r(a,i)}))}))},t.bezier=s,t.bindAll=g,t.browser=F,t.cacheEntryPossiblyAdded=function(t){++yt>ct&&(t.getActor().send(\"enforceCacheSizeLimit\",ut),yt=0)},t.clamp=u,t.clearTileCache=function(t){var e=self.caches.delete(lt);t&&e.catch(t).then((function(){return t()}))},t.clipLine=Ou,t.clone=function(t){var e=new Io(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e},t.clone$1=b,t.clone$2=function(t){var e=new Io(3);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e},t.collisionCircleLayout=_l,t.config=B,t.create=function(){var t=new Io(16);return Io!=Float32Array&&(t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[11]=0,t[12]=0,t[13]=0,t[14]=0),t[0]=1,t[5]=1,t[10]=1,t[15]=1,t},t.create$1=function(){var t=new Io(9);return Io!=Float32Array&&(t[1]=0,t[2]=0,t[3]=0,t[5]=0,t[6]=0,t[7]=0),t[0]=1,t[4]=1,t[8]=1,t},t.create$2=function(){var t=new Io(4);return Io!=Float32Array&&(t[1]=0,t[2]=0),t[0]=1,t[3]=1,t},t.createCommonjsModule=e,t.createExpression=ln,t.createLayout=Ki,t.createStyleLayer=function(t){return\"custom\"===t.type?new gc(t):new yc[t.type](t)},t.cross=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=r[0],s=r[1],l=r[2];return t[0]=i*l-a*s,t[1]=a*o-n*l,t[2]=n*s-i*o,t},t.deepEqual=function t(e,r){if(Array.isArray(e)){if(!Array.isArray(r)||e.length!==r.length)return!1;for(var n=0;n<e.length;n++)if(!t(e[n],r[n]))return!1;return!0}if(\"object\"==typeof e&&null!==e&&null!==r){if(\"object\"!=typeof r)return!1;if(Object.keys(e).length!==Object.keys(r).length)return!1;for(var i in e)if(!t(e[i],r[i]))return!1;return!0}return e===r},t.dot=function(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]},t.dot$1=function(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]+t[3]*e[3]},t.ease=l,t.emitValidationErrors=Jn,t.endsWith=y,t.enforceCacheSizeLimit=function(t){ht(),tt&&tt.then((function(e){e.keys().then((function(r){for(var n=0;n<r.length-t;n++)e.delete(r[n])}))}))},t.evaluateSizeForFeature=wu,t.evaluateSizeForZoom=Tu,t.evaluateVariableOffset=Yu,t.evented=Si,t.extend=f,t.featureFilter=wn,t.filterObject=x,t.fromRotation=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=n,t[1]=r,t[2]=0,t[3]=-r,t[4]=n,t[5]=0,t[6]=0,t[7]=0,t[8]=1,t},t.getAnchorAlignment=gu,t.getAnchorJustification=Wu,t.getArrayBuffer=kt,t.getImage=Et,t.getJSON=function(t,e){return Tt(f(t,{type:\"json\"}),e)},t.getRTLTextPluginStatus=Ei,t.getReferrer=_t,t.getVideo=function(t,e){var r,n,i=self.document.createElement(\"video\");i.muted=!0,i.onloadstart=function(){e(null,i)};for(var a=0;a<t.length;a++){var 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c={},e.tags)c[f]=e.tags[f];c.mapbox_clip_start=i.start/i.size,c.mapbox_clip_end=i.end/i.size}var h={geometry:o,type:\"Polygon\"===a||\"MultiPolygon\"===a?3:\"LineString\"===a||\"MultiLineString\"===a?2:1,tags:c};null!==e.id&&(h.id=e.id),t.features.push(h)}}function wt(t,e,r,n,i,a){var o=n*n;if(n>0&&e.size<(i?o:n))r.numPoints+=e.length/3;else{for(var s=[],l=0;l<e.length;l+=3)(0===n||e[l+2]>o)&&(r.numSimplified++,s.push(e[l]),s.push(e[l+1])),r.numPoints++;i&&function(t,e){for(var r=0,n=0,i=t.length,a=i-2;n<i;a=n,n+=2)r+=(t[n]-t[a])*(t[n+1]+t[a+1]);if(r>0===e)for(n=0,i=t.length;n<i/2;n+=2){var o=t[n],s=t[n+1];t[n]=t[i-2-n],t[n+1]=t[i-1-n],t[i-2-n]=o,t[i-1-n]=s}}(s,a),t.push(s)}}function Tt(t,e){var r=(e=this.options=function(t,e){for(var r in e)t[r]=e[r];return t}(Object.create(this.options),e)).debug;if(r&&console.time(\"preprocess data\"),e.maxZoom<0||e.maxZoom>24)throw new Error(\"maxZoom should be in the 0-24 range\");if(e.promoteId&&e.generateId)throw new Error(\"promoteId and generateId cannot be used together.\");var n=function(t,e){var r=[];if(\"FeatureCollection\"===t.type)for(var n=0;n<t.features.length;n++)rt(r,t.features[n],e,n);else\"Feature\"===t.type?rt(r,t,e):rt(r,{geometry:t},e);return r}(t,e);this.tiles={},this.tileCoords=[],r&&(console.timeEnd(\"preprocess data\"),console.log(\"index: maxZoom: %d, maxPoints: %d\",e.indexMaxZoom,e.indexMaxPoints),console.time(\"generate tiles\"),this.stats={},this.total=0),(n=function(t,e){var r=e.buffer/e.extent,n=t,i=lt(t,1,-1-r,r,0,-1,2,e),a=lt(t,1,1-r,2+r,0,-1,2,e);return(i||a)&&(n=lt(t,1,-r,1+r,0,-1,2,e)||[],i&&(n=gt(i,1).concat(n)),a&&(n=n.concat(gt(a,-1)))),n}(n,e)).length&&this.splitTile(n,0,0,0),r&&(n.length&&console.log(\"features: %d, points: %d\",this.tiles[0].numFeatures,this.tiles[0].numPoints),console.timeEnd(\"generate tiles\"),console.log(\"tiles generated:\",this.total,JSON.stringify(this.stats)))}function kt(t,e,r){return 32*((1<<t)*r+e)+t}function At(t,e){var r=t.tileID.canonical;if(!this._geoJSONIndex)return e(null,null);var n=this._geoJSONIndex.getTile(r.z,r.x,r.y);if(!n)return e(null,null);var i=new g(n.features),a=_(i);0===a.byteOffset&&a.byteLength===a.buffer.byteLength||(a=new Uint8Array(a)),e(null,{vectorTile:i,rawData:a.buffer})}V.prototype.load=function(t){var e=this.options,r=e.log,n=e.minZoom,i=e.maxZoom,a=e.nodeSize;r&&console.time(\"total time\");var o=\"prepare \"+t.length+\" points\";r&&console.time(o),this.points=t;for(var s=[],l=0;l<t.length;l++)t[l].geometry&&s.push(q(t[l],l));this.trees[i+1]=new j(s,J,K,a,Float32Array),r&&console.timeEnd(o);for(var u=i;u>=n;u--){var c=+Date.now();s=this._cluster(s,u),this.trees[u]=new j(s,J,K,a,Float32Array),r&&console.log(\"z%d: %d clusters in %dms\",u,s.length,+Date.now()-c)}return r&&console.timeEnd(\"total time\"),this},V.prototype.getClusters=function(t,e){var r=((t[0]+180)%360+360)%360-180,n=Math.max(-90,Math.min(90,t[1])),i=180===t[2]?180:((t[2]+180)%360+360)%360-180,a=Math.max(-90,Math.min(90,t[3]));if(t[2]-t[0]>=360)r=-180,i=180;else if(r>i){var o=this.getClusters([r,n,180,a],e),s=this.getClusters([-180,n,i,a],e);return o.concat(s)}for(var l=this.trees[this._limitZoom(e)],u=[],c=0,f=l.range(Y(r),W(a),Y(i),W(n));c<f.length;c+=1){var h=f[c],p=l.points[h];u.push(p.numPoints?G(p):this.points[p.index])}return u},V.prototype.getChildren=function(t){var e=this._getOriginId(t),r=this._getOriginZoom(t),n=\"No cluster with the specified id.\",i=this.trees[r];if(!i)throw new Error(n);var a=i.points[e];if(!a)throw new Error(n);for(var o=this.options.radius/(this.options.extent*Math.pow(2,r-1)),s=[],l=0,u=i.within(a.x,a.y,o);l<u.length;l+=1){var c=u[l],f=i.points[c];f.parentId===t&&s.push(f.numPoints?G(f):this.points[f.index])}if(0===s.length)throw new Error(n);return s},V.prototype.getLeaves=function(t,e,r){e=e||10,r=r||0;var n=[];return this._appendLeaves(n,t,e,r,0),n},V.prototype.getTile=function(t,e,r){var n=this.trees[this._limitZoom(t)],i=Math.pow(2,t),a=this.options,o=a.extent,s=a.radius/o,l=(r-s)/i,u=(r+1+s)/i,c={features:[]};return this._addTileFeatures(n.range((e-s)/i,l,(e+1+s)/i,u),n.points,e,r,i,c),0===e&&this._addTileFeatures(n.range(1-s/i,l,1,u),n.points,i,r,i,c),e===i-1&&this._addTileFeatures(n.range(0,l,s/i,u),n.points,-1,r,i,c),c.features.length?c:null},V.prototype.getClusterExpansionZoom=function(t){for(var e=this._getOriginZoom(t)-1;e<=this.options.maxZoom;){var r=this.getChildren(t);if(e++,1!==r.length)break;t=r[0].properties.cluster_id}return e},V.prototype._appendLeaves=function(t,e,r,n,i){for(var a=0,o=this.getChildren(e);a<o.length;a+=1){var s=o[a],l=s.properties;if(l&&l.cluster?i+l.point_count<=n?i+=l.point_count:i=this._appendLeaves(t,l.cluster_id,r,n,i):i<n?i++:t.push(s),t.length===r)break}return i},V.prototype._addTileFeatures=function(t,e,r,n,i,a){for(var o=0,s=t;o<s.length;o+=1){var l=e[s[o]],u=l.numPoints,c={type:1,geometry:[[Math.round(this.options.extent*(l.x*i-r)),Math.round(this.options.extent*(l.y*i-n))]],tags:u?Z(l):this.points[l.index].properties},f=void 0;u?f=l.id:this.options.generateId?f=l.index:this.points[l.index].id&&(f=this.points[l.index].id),void 0!==f&&(c.id=f),a.features.push(c)}},V.prototype._limitZoom=function(t){return Math.max(this.options.minZoom,Math.min(t,this.options.maxZoom+1))},V.prototype._cluster=function(t,e){for(var r=[],n=this.options,i=n.radius,a=n.extent,o=n.reduce,s=i/(a*Math.pow(2,e)),l=0;l<t.length;l++){var u=t[l];if(!(u.zoom<=e)){u.zoom=e;for(var c=this.trees[e+1],f=c.within(u.x,u.y,s),h=u.numPoints||1,p=u.x*h,d=u.y*h,v=o&&h>1?this._map(u,!0):null,g=(l<<5)+(e+1)+this.points.length,y=0,m=f;y<m.length;y+=1){var x=m[y],b=c.points[x];if(!(b.zoom<=e)){b.zoom=e;var _=b.numPoints||1;p+=b.x*_,d+=b.y*_,h+=_,b.parentId=g,o&&(v||(v=this._map(u,!0)),o(v,this._map(b)))}}1===h?r.push(u):(u.parentId=g,r.push(H(p/h,d/h,g,h,v)))}}return r},V.prototype._getOriginId=function(t){return t-this.points.length>>5},V.prototype._getOriginZoom=function(t){return(t-this.points.length)%32},V.prototype._map=function(t,e){if(t.numPoints)return e?X({},t.properties):t.properties;var r=this.points[t.index].properties,n=this.options.map(r);return e&&n===r?X({},n):n},Tt.prototype.options={maxZoom:14,indexMaxZoom:5,indexMaxPoints:1e5,tolerance:3,extent:4096,buffer:64,lineMetrics:!1,promoteId:null,generateId:!1,debug:0},Tt.prototype.splitTile=function(t,e,r,n,i,a,o){for(var s=[t,e,r,n],l=this.options,u=l.debug;s.length;){n=s.pop(),r=s.pop(),e=s.pop(),t=s.pop();var c=1<<e,f=kt(e,r,n),h=this.tiles[f];if(!h&&(u>1&&console.time(\"creation\"),h=this.tiles[f]=bt(t,e,r,n,l),this.tileCoords.push({z:e,x:r,y:n}),u)){u>1&&(console.log(\"tile z%d-%d-%d (features: %d, points: %d, simplified: %d)\",e,r,n,h.numFeatures,h.numPoints,h.numSimplified),console.timeEnd(\"creation\"));var p=\"z\"+e;this.stats[p]=(this.stats[p]||0)+1,this.total++}if(h.source=t,i){if(e===l.maxZoom||e===i)continue;var d=1<<i-e;if(r!==Math.floor(a/d)||n!==Math.floor(o/d))continue}else if(e===l.indexMaxZoom||h.numPoints<=l.indexMaxPoints)continue;if(h.source=null,0!==t.length){u>1&&console.time(\"clipping\");var v,g,y,m,x,b,_=.5*l.buffer/l.extent,w=.5-_,T=.5+_,k=1+_;v=g=y=m=null,x=lt(t,c,r-_,r+T,0,h.minX,h.maxX,l),b=lt(t,c,r+w,r+k,0,h.minX,h.maxX,l),t=null,x&&(v=lt(x,c,n-_,n+T,1,h.minY,h.maxY,l),g=lt(x,c,n+w,n+k,1,h.minY,h.maxY,l),x=null),b&&(y=lt(b,c,n-_,n+T,1,h.minY,h.maxY,l),m=lt(b,c,n+w,n+k,1,h.minY,h.maxY,l),b=null),u>1&&console.timeEnd(\"clipping\"),s.push(v||[],e+1,2*r,2*n),s.push(g||[],e+1,2*r,2*n+1),s.push(y||[],e+1,2*r+1,2*n),s.push(m||[],e+1,2*r+1,2*n+1)}}},Tt.prototype.getTile=function(t,e,r){var n=this.options,i=n.extent,a=n.debug;if(t<0||t>24)return null;var o=1<<t,s=kt(t,e=(e%o+o)%o,r);if(this.tiles[s])return mt(this.tiles[s],i);a>1&&console.log(\"drilling down to z%d-%d-%d\",t,e,r);for(var l,u=t,c=e,f=r;!l&&u>0;)u--,c=Math.floor(c/2),f=Math.floor(f/2),l=this.tiles[kt(u,c,f)];return l&&l.source?(a>1&&console.log(\"found parent tile z%d-%d-%d\",u,c,f),a>1&&console.time(\"drilling down\"),this.splitTile(l.source,u,c,f,t,e,r),a>1&&console.timeEnd(\"drilling down\"),this.tiles[s]?mt(this.tiles[s],i):null):null};var Mt=function(e){function r(t,r,n,i){e.call(this,t,r,n,At),i&&(this.loadGeoJSON=i)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadData=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),this._pendingCallback=e,this._pendingLoadDataParams=t,this._state&&\"Idle\"!==this._state?this._state=\"NeedsLoadData\":(this._state=\"Coalescing\",this._loadData())},r.prototype._loadData=function(){var e=this;if(this._pendingCallback&&this._pendingLoadDataParams){var r=this._pendingCallback,n=this._pendingLoadDataParams;delete this._pendingCallback,delete this._pendingLoadDataParams;var i=!!(n&&n.request&&n.request.collectResourceTiming)&&new t.RequestPerformance(n.request);this.loadGeoJSON(n,(function(a,o){if(a||!o)return r(a);if(\"object\"!=typeof o)return r(new Error(\"Input data given to '\"+n.source+\"' is not a valid GeoJSON object.\"));f(o,!0);try{e._geoJSONIndex=n.cluster?new V(function(e){var r=e.superclusterOptions,n=e.clusterProperties;if(!n||!r)return r;for(var i={},a={},o={accumulated:null,zoom:0},s={properties:null},l=Object.keys(n),u=0,c=l;u<c.length;u+=1){var f=c[u],h=n[f],p=h[0],d=h[1],v=t.createExpression(d),g=t.createExpression(\"string\"==typeof p?[p,[\"accumulated\"],[\"get\",f]]:p);i[f]=v.value,a[f]=g.value}return r.map=function(t){s.properties=t;for(var e={},r=0,n=l;r<n.length;r+=1){var a=n[r];e[a]=i[a].evaluate(o,s)}return e},r.reduce=function(t,e){s.properties=e;for(var r=0,n=l;r<n.length;r+=1){var i=n[r];o.accumulated=t[i],t[i]=a[i].evaluate(o,s)}},r}(n)).load(o.features):function(t,e){return new Tt(t,e)}(o,n.geojsonVtOptions)}catch(a){return r(a)}e.loaded={};var s={};if(i){var l=i.finish();l&&(s.resourceTiming={},s.resourceTiming[n.source]=JSON.parse(JSON.stringify(l)))}r(null,s)}))}},r.prototype.coalesce=function(){\"Coalescing\"===this._state?this._state=\"Idle\":\"NeedsLoadData\"===this._state&&(this._state=\"Coalescing\",this._loadData())},r.prototype.reloadTile=function(t,r){var n=this.loaded,i=t.uid;return n&&n[i]?e.prototype.reloadTile.call(this,t,r):this.loadTile(t,r)},r.prototype.loadGeoJSON=function(e,r){if(e.request)t.getJSON(e.request,r);else{if(\"string\"!=typeof e.data)return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"));try{return r(null,JSON.parse(e.data))}catch(t){return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"))}}},r.prototype.removeSource=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),e()},r.prototype.getClusterExpansionZoom=function(t,e){try{e(null,this._geoJSONIndex.getClusterExpansionZoom(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterChildren=function(t,e){try{e(null,this._geoJSONIndex.getChildren(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterLeaves=function(t,e){try{e(null,this._geoJSONIndex.getLeaves(t.clusterId,t.limit,t.offset))}catch(t){e(t)}},r}(l);var St=function(e){var r=this;this.self=e,this.actor=new t.Actor(e,this),this.layerIndexes={},this.availableImages={},this.workerSourceTypes={vector:l,geojson:Mt},this.workerSources={},this.demWorkerSources={},this.self.registerWorkerSource=function(t,e){if(r.workerSourceTypes[t])throw new Error('Worker source with name \"'+t+'\" already registered.');r.workerSourceTypes[t]=e},this.self.registerRTLTextPlugin=function(e){if(t.plugin.isParsed())throw new Error(\"RTL text plugin already registered.\");t.plugin.applyArabicShaping=e.applyArabicShaping,t.plugin.processBidirectionalText=e.processBidirectionalText,t.plugin.processStyledBidirectionalText=e.processStyledBidirectionalText}};return St.prototype.setReferrer=function(t,e){this.referrer=e},St.prototype.setImages=function(t,e,r){for(var n in this.availableImages[t]=e,this.workerSources[t]){var i=this.workerSources[t][n];for(var a in i)i[a].availableImages=e}r()},St.prototype.setLayers=function(t,e,r){this.getLayerIndex(t).replace(e),r()},St.prototype.updateLayers=function(t,e,r){this.getLayerIndex(t).update(e.layers,e.removedIds),r()},St.prototype.loadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).loadTile(e,r)},St.prototype.loadDEMTile=function(t,e,r){this.getDEMWorkerSource(t,e.source).loadTile(e,r)},St.prototype.reloadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).reloadTile(e,r)},St.prototype.abortTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).abortTile(e,r)},St.prototype.removeTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).removeTile(e,r)},St.prototype.removeDEMTile=function(t,e){this.getDEMWorkerSource(t,e.source).removeTile(e)},St.prototype.removeSource=function(t,e,r){if(this.workerSources[t]&&this.workerSources[t][e.type]&&this.workerSources[t][e.type][e.source]){var n=this.workerSources[t][e.type][e.source];delete this.workerSources[t][e.type][e.source],void 0!==n.removeSource?n.removeSource(e,r):r()}},St.prototype.loadWorkerSource=function(t,e,r){try{this.self.importScripts(e.url),r()}catch(t){r(t.toString())}},St.prototype.syncRTLPluginState=function(e,r,n){try{t.plugin.setState(r);var i=t.plugin.getPluginURL();if(t.plugin.isLoaded()&&!t.plugin.isParsed()&&null!=i){this.self.importScripts(i);var a=t.plugin.isParsed();n(a?void 0:new Error(\"RTL Text Plugin failed to import scripts from \"+i),a)}}catch(t){n(t.toString())}},St.prototype.getAvailableImages=function(t){var e=this.availableImages[t];return e||(e=[]),e},St.prototype.getLayerIndex=function(t){var e=this.layerIndexes[t];return e||(e=this.layerIndexes[t]=new n),e},St.prototype.getWorkerSource=function(t,e,r){var n=this;if(this.workerSources[t]||(this.workerSources[t]={}),this.workerSources[t][e]||(this.workerSources[t][e]={}),!this.workerSources[t][e][r]){var i={send:function(e,r,i){n.actor.send(e,r,i,t)}};this.workerSources[t][e][r]=new this.workerSourceTypes[e](i,this.getLayerIndex(t),this.getAvailableImages(t))}return this.workerSources[t][e][r]},St.prototype.getDEMWorkerSource=function(t,e){return this.demWorkerSources[t]||(this.demWorkerSources[t]={}),this.demWorkerSources[t][e]||(this.demWorkerSources[t][e]=new c),this.demWorkerSources[t][e]},St.prototype.enforceCacheSizeLimit=function(e,r){t.enforceCacheSizeLimit(r)},\"undefined\"!=typeof WorkerGlobalScope&&void 0!==t.window&&t.window instanceof WorkerGlobalScope&&(t.window.worker=new St(t.window)),St})),n(0,(function(t){var e=t.createCommonjsModule((function(t){function e(t){return!r(t)}function r(t){return\"undefined\"!=typeof window&&\"undefined\"!=typeof 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t=document.createElement(\"canvas\");t.width=t.height=1;var e=t.getContext(\"2d\");if(!e)return!1;var r=e.getImageData(0,0,1,1);return r&&r.width===t.width}()?(r=t&&t.failIfMajorPerformanceCaveat,void 0===n[r]&&(n[r]=function(t){var r=function(t){var r=document.createElement(\"canvas\"),n=Object.create(e.webGLContextAttributes);return n.failIfMajorPerformanceCaveat=t,r.probablySupportsContext?r.probablySupportsContext(\"webgl\",n)||r.probablySupportsContext(\"experimental-webgl\",n):r.supportsContext?r.supportsContext(\"webgl\",n)||r.supportsContext(\"experimental-webgl\",n):r.getContext(\"webgl\",n)||r.getContext(\"experimental-webgl\",n)}(t);if(!r)return!1;var n=r.createShader(r.VERTEX_SHADER);return!(!n||r.isContextLost())&&(r.shaderSource(n,\"void main() {}\"),r.compileShader(n),!0===r.getShaderParameter(n,r.COMPILE_STATUS))}(r)),n[r]?void 0:\"insufficient WebGL support\"):\"insufficient Canvas/getImageData support\":\"insufficient ArrayBuffer support\":\"insufficient 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s=i([\"transform\",\"WebkitTransform\"]);r.setTransform=function(t,e){t.style[s]=e};var l=!1;try{var u=Object.defineProperty({},\"passive\",{get:function(){l=!0}});t.window.addEventListener(\"test\",u,u),t.window.removeEventListener(\"test\",u,u)}catch(t){l=!1}r.addEventListener=function(t,e,r,n){void 0===n&&(n={}),\"passive\"in n&&l?t.addEventListener(e,r,n):t.addEventListener(e,r,n.capture)},r.removeEventListener=function(t,e,r,n){void 0===n&&(n={}),\"passive\"in n&&l?t.removeEventListener(e,r,n):t.removeEventListener(e,r,n.capture)};var c=function(e){e.preventDefault(),e.stopPropagation(),t.window.removeEventListener(\"click\",c,!0)};function f(t){var e=t.userImage;return!!(e&&e.render&&e.render())&&(t.data.replace(new Uint8Array(e.data.buffer)),!0)}r.suppressClick=function(){t.window.addEventListener(\"click\",c,!0),t.window.setTimeout((function(){t.window.removeEventListener(\"click\",c,!0)}),0)},r.mousePos=function(e,r){var n=e.getBoundingClientRect();return new 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n=r[e],i=n.ids,a=n.callback;this._notify(i,a)}this.requestors=[]}},r.prototype.getImage=function(t){return this.images[t]},r.prototype.addImage=function(t,e){this._validate(t,e)&&(this.images[t]=e)},r.prototype._validate=function(e,r){var n=!0;return this._validateStretch(r.stretchX,r.data&&r.data.width)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchX\" value'))),n=!1),this._validateStretch(r.stretchY,r.data&&r.data.height)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchY\" value'))),n=!1),this._validateContent(r.content,r)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"content\" value'))),n=!1),n},r.prototype._validateStretch=function(t,e){if(!t)return!0;for(var r=0,n=0,i=t;n<i.length;n+=1){var 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s=this.images[o];s?n[o]={data:s.data.clone(),pixelRatio:s.pixelRatio,sdf:s.sdf,version:s.version,stretchX:s.stretchX,stretchY:s.stretchY,content:s.content,hasRenderCallback:Boolean(s.userImage&&s.userImage.render)}:t.warnOnce('Image \"'+o+'\" could not be loaded. Please make sure you have added the image with map.addImage() or a \"sprite\" property in your style. You can provide missing images by listening for the \"styleimagemissing\" map event.')}r(null,n)},r.prototype.getPixelSize=function(){var t=this.atlasImage;return{width:t.width,height:t.height}},r.prototype.getPattern=function(e){var r=this.patterns[e],n=this.getImage(e);if(!n)return null;if(r&&r.position.version===n.version)return r.position;if(r)r.position.version=n.version;else{var i={w:n.data.width+2,h:n.data.height+2,x:0,y:0},a=new t.ImagePosition(i,n);this.patterns[e]={bin:i,position:a}}return this._updatePatternAtlas(),this.patterns[e].position},r.prototype.bind=function(e){var r=e.gl;this.atlasTexture?this.dirty&&(this.atlasTexture.update(this.atlasImage),this.dirty=!1):this.atlasTexture=new t.Texture(e,this.atlasImage,r.RGBA),this.atlasTexture.bind(r.LINEAR,r.CLAMP_TO_EDGE)},r.prototype._updatePatternAtlas=function(){var e=[];for(var r in this.patterns)e.push(this.patterns[r].bin);var n=t.potpack(e),i=n.w,a=n.h,o=this.atlasImage;for(var s in o.resize({width:i||1,height:a||1}),this.patterns){var l=this.patterns[s].bin,u=l.x+1,c=l.y+1,f=this.images[s].data,h=f.width,p=f.height;t.RGBAImage.copy(f,o,{x:0,y:0},{x:u,y:c},{width:h,height:p}),t.RGBAImage.copy(f,o,{x:0,y:p-1},{x:u,y:c-1},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:u,y:c+p},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:h-1,y:0},{x:u-1,y:c},{width:1,height:p}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:u+h,y:c},{width:1,height:p})}this.dirty=!0},r.prototype.beginFrame=function(){this.callbackDispatchedThisFrame={}},r.prototype.dispatchRenderCallbacks=function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e];if(!this.callbackDispatchedThisFrame[n]){this.callbackDispatchedThisFrame[n]=!0;var i=this.images[n];f(i)&&this.updateImage(n,i)}}},r}(t.Evented);var p=g,d=g,v=1e20;function g(t,e,r,n,i,a){this.fontSize=t||24,this.buffer=void 0===e?3:e,this.cutoff=n||.25,this.fontFamily=i||\"sans-serif\",this.fontWeight=a||\"normal\",this.radius=r||8;var o=this.size=this.fontSize+2*this.buffer;this.canvas=document.createElement(\"canvas\"),this.canvas.width=this.canvas.height=o,this.ctx=this.canvas.getContext(\"2d\"),this.ctx.font=this.fontWeight+\" \"+this.fontSize+\"px \"+this.fontFamily,this.ctx.textBaseline=\"middle\",this.ctx.fillStyle=\"black\",this.gridOuter=new Float64Array(o*o),this.gridInner=new Float64Array(o*o),this.f=new Float64Array(o),this.d=new Float64Array(o),this.z=new Float64Array(o+1),this.v=new Int16Array(o),this.middle=Math.round(o/2*(navigator.userAgent.indexOf(\"Gecko/\")>=0?1.2:1))}function y(t,e,r,n,i,a,o){for(var s=0;s<e;s++){for(var l=0;l<r;l++)n[l]=t[l*e+s];for(m(n,i,a,o,r),l=0;l<r;l++)t[l*e+s]=i[l]}for(l=0;l<r;l++){for(s=0;s<e;s++)n[s]=t[l*e+s];for(m(n,i,a,o,e),s=0;s<e;s++)t[l*e+s]=Math.sqrt(i[s])}}function m(t,e,r,n,i){r[0]=0,n[0]=-v,n[1]=+v;for(var a=1,o=0;a<i;a++){for(var s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);s<=n[o];)o--,s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);r[++o]=a,n[o]=s,n[o+1]=+v}for(a=0,o=0;a<i;a++){for(;n[o+1]<a;)o++;e[a]=(a-r[o])*(a-r[o])+t[r[o]]}}g.prototype.draw=function(t){this.ctx.clearRect(0,0,this.size,this.size),this.ctx.fillText(t,this.buffer,this.middle);for(var e=this.ctx.getImageData(0,0,this.size,this.size),r=new Uint8ClampedArray(this.size*this.size),n=0;n<this.size*this.size;n++){var i=e.data[4*n+3]/255;this.gridOuter[n]=1===i?0:0===i?v:Math.pow(Math.max(0,.5-i),2),this.gridInner[n]=1===i?v:0===i?0:Math.pow(Math.max(0,i-.5),2)}for(y(this.gridOuter,this.size,this.size,this.f,this.d,this.v,this.z),y(this.gridInner,this.size,this.size,this.f,this.d,this.v,this.z),n=0;n<this.size*this.size;n++){var a=this.gridOuter[n]-this.gridInner[n];r[n]=Math.max(0,Math.min(255,Math.round(255-255*(a/this.radius+this.cutoff))))}return r},p.default=d;var x=function(t,e){this.requestManager=t,this.localIdeographFontFamily=e,this.entries={}};x.prototype.setURL=function(t){this.url=t},x.prototype.getGlyphs=function(e,r){var n=this,i=[];for(var a in e)for(var o=0,s=e[a];o<s.length;o+=1){var l=s[o];i.push({stack:a,id:l})}t.asyncAll(i,(function(t,e){var r=t.stack,i=t.id,a=n.entries[r];a||(a=n.entries[r]={glyphs:{},requests:{},ranges:{}});var o=a.glyphs[i];if(void 0===o){if(o=n._tinySDF(a,r,i))return a.glyphs[i]=o,void e(null,{stack:r,id:i,glyph:o});var s=Math.floor(i/256);if(256*s>65535)e(new Error(\"glyphs > 65535 not supported\"));else if(a.ranges[s])e(null,{stack:r,id:i,glyph:o});else{var l=a.requests[s];l||(l=a.requests[s]=[],x.loadGlyphRange(r,s,n.url,n.requestManager,(function(t,e){if(e){for(var r in e)n._doesCharSupportLocalGlyph(+r)||(a.glyphs[+r]=e[+r]);a.ranges[s]=!0}for(var i=0,o=l;i<o.length;i+=1)(0,o[i])(t,e);delete a.requests[s]}))),l.push((function(t,n){t?e(t):n&&e(null,{stack:r,id:i,glyph:n[i]||null})}))}}else e(null,{stack:r,id:i,glyph:o})}),(function(t,e){if(t)r(t);else if(e){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.stack,l=o.id,u=o.glyph;(n[s]||(n[s]={}))[l]=u&&{id:u.id,bitmap:u.bitmap.clone(),metrics:u.metrics}}r(null,n)}}))},x.prototype._doesCharSupportLocalGlyph=function(e){return!!this.localIdeographFontFamily&&(t.isChar[\"CJK Unified Ideographs\"](e)||t.isChar[\"Hangul Syllables\"](e)||t.isChar.Hiragana(e)||t.isChar.Katakana(e))},x.prototype._tinySDF=function(e,r,n){var i=this.localIdeographFontFamily;if(i&&this._doesCharSupportLocalGlyph(n)){var a=e.tinySDF;if(!a){var o=\"400\";/bold/i.test(r)?o=\"900\":/medium/i.test(r)?o=\"500\":/light/i.test(r)&&(o=\"200\"),a=e.tinySDF=new x.TinySDF(24,3,8,.25,i,o)}return{id:n,bitmap:new t.AlphaImage({width:30,height:30},a.draw(String.fromCharCode(n))),metrics:{width:24,height:24,left:0,top:-8,advance:24}}}},x.loadGlyphRange=function(e,r,n,i,a){var o=256*r,s=o+255,l=i.transformRequest(i.normalizeGlyphsURL(n).replace(\"{fontstack}\",e).replace(\"{range}\",o+\"-\"+s),t.ResourceType.Glyphs);t.getArrayBuffer(l,(function(e,r){if(e)a(e);else if(r){for(var n={},i=0,o=t.parseGlyphPBF(r);i<o.length;i+=1){var s=o[i];n[s.id]=s}a(null,n)}}))},x.TinySDF=p;var b=function(){this.specification=t.styleSpec.light.position};b.prototype.possiblyEvaluate=function(e,r){return t.sphericalToCartesian(e.expression.evaluate(r))},b.prototype.interpolate=function(e,r,n){return{x:t.number(e.x,r.x,n),y:t.number(e.y,r.y,n),z:t.number(e.z,r.z,n)}};var _=new t.Properties({anchor:new t.DataConstantProperty(t.styleSpec.light.anchor),position:new b,color:new t.DataConstantProperty(t.styleSpec.light.color),intensity:new t.DataConstantProperty(t.styleSpec.light.intensity)}),w=\"-transition\",T=function(e){function r(r){e.call(this),this._transitionable=new t.Transitionable(_),this.setLight(r),this._transitioning=this._transitionable.untransitioned()}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getLight=function(){return this._transitionable.serialize()},r.prototype.setLight=function(e,r){if(void 0===r&&(r={}),!this._validate(t.validateLight,e,r))for(var n in e){var i=e[n];t.endsWith(n,w)?this._transitionable.setTransition(n.slice(0,-11),i):this._transitionable.setValue(n,i)}},r.prototype.updateTransitions=function(t){this._transitioning=this._transitionable.transitioned(t,this._transitioning)},r.prototype.hasTransition=function(){return this._transitioning.hasTransition()},r.prototype.recalculate=function(t){this.properties=this._transitioning.possiblyEvaluate(t)},r.prototype._validate=function(e,r,n){return(!n||!1!==n.validate)&&t.emitValidationErrors(this,e.call(t.validateStyle,t.extend({value:r,style:{glyphs:!0,sprite:!0},styleSpec:t.styleSpec})))},r}(t.Evented),k=function(t,e){this.width=t,this.height=e,this.nextRow=0,this.data=new Uint8Array(this.width*this.height),this.dashEntry={}};k.prototype.getDash=function(t,e){var r=t.join(\",\")+String(e);return this.dashEntry[r]||(this.dashEntry[r]=this.addDash(t,e)),this.dashEntry[r]},k.prototype.getDashRanges=function(t,e,r){var n=[],i=t.length%2==1?-t[t.length-1]*r:0,a=t[0]*r,o=!0;n.push({left:i,right:a,isDash:o,zeroLength:0===t[0]});for(var s=t[0],l=1;l<t.length;l++){o=!o;var u=t[l];i=s*r,a=(s+=u)*r,n.push({left:i,right:a,isDash:o,zeroLength:0===u})}return n},k.prototype.addRoundDash=function(t,e,r){for(var n=e/2,i=-r;i<=r;i++)for(var a=this.nextRow+r+i,o=this.width*a,s=0,l=t[s],u=0;u<this.width;u++){u/l.right>1&&(l=t[++s]);var c=Math.abs(u-l.left),f=Math.abs(u-l.right),h=Math.min(c,f),p=void 0,d=i/r*(n+1);if(l.isDash){var v=n-Math.abs(d);p=Math.sqrt(h*h+v*v)}else p=n-Math.sqrt(h*h+d*d);this.data[o+u]=Math.max(0,Math.min(255,p+128))}},k.prototype.addRegularDash=function(t){for(var e=t.length-1;e>=0;--e){var r=t[e],n=t[e+1];r.zeroLength?t.splice(e,1):n&&n.isDash===r.isDash&&(n.left=r.left,t.splice(e,1))}var i=t[0],a=t[t.length-1];i.isDash===a.isDash&&(i.left=a.left-this.width,a.right=i.right+this.width);for(var o=this.width*this.nextRow,s=0,l=t[s],u=0;u<this.width;u++){u/l.right>1&&(l=t[++s]);var c=Math.abs(u-l.left),f=Math.abs(u-l.right),h=Math.min(c,f),p=l.isDash?h:-h;this.data[o+u]=Math.max(0,Math.min(255,p+128))}},k.prototype.addDash=function(e,r){var n=r?7:0,i=2*n+1;if(this.nextRow+i>this.height)return t.warnOnce(\"LineAtlas out of space\"),null;for(var a=0,o=0;o<e.length;o++)a+=e[o];if(0!==a){var s=this.width/a,l=this.getDashRanges(e,this.width,s);r?this.addRoundDash(l,s,n):this.addRegularDash(l)}var u={y:(this.nextRow+n+.5)/this.height,height:2*n/this.height,width:a};return this.nextRow+=i,this.dirty=!0,u},k.prototype.bind=function(t){var e=t.gl;this.texture?(e.bindTexture(e.TEXTURE_2D,this.texture),this.dirty&&(this.dirty=!1,e.texSubImage2D(e.TEXTURE_2D,0,0,0,this.width,this.height,e.ALPHA,e.UNSIGNED_BYTE,this.data))):(this.texture=e.createTexture(),e.bindTexture(e.TEXTURE_2D,this.texture),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,e.LINEAR),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,e.LINEAR),e.texImage2D(e.TEXTURE_2D,0,e.ALPHA,this.width,this.height,0,e.ALPHA,e.UNSIGNED_BYTE,this.data))};var A=function e(r,n){this.workerPool=r,this.actors=[],this.currentActor=0,this.id=t.uniqueId();for(var i=this.workerPool.acquire(this.id),a=0;a<i.length;a++){var o=i[a],s=new e.Actor(o,n,this.id);s.name=\"Worker \"+a,this.actors.push(s)}};function M(e,r,n){var i=function(i,a){if(i)return n(i);if(a){var o=t.pick(t.extend(a,e),[\"tiles\",\"minzoom\",\"maxzoom\",\"attribution\",\"mapbox_logo\",\"bounds\",\"scheme\",\"tileSize\",\"encoding\"]);a.vector_layers&&(o.vectorLayers=a.vector_layers,o.vectorLayerIds=o.vectorLayers.map((function(t){return t.id}))),o.tiles=r.canonicalizeTileset(o,e.url),n(null,o)}};return e.url?t.getJSON(r.transformRequest(r.normalizeSourceURL(e.url),t.ResourceType.Source),i):t.browser.frame((function(){return i(null,e)}))}A.prototype.broadcast=function(e,r,n){n=n||function(){},t.asyncAll(this.actors,(function(t,n){t.send(e,r,n)}),n)},A.prototype.getActor=function(){return this.currentActor=(this.currentActor+1)%this.actors.length,this.actors[this.currentActor]},A.prototype.remove=function(){this.actors.forEach((function(t){t.remove()})),this.actors=[],this.workerPool.release(this.id)},A.Actor=t.Actor;var S=function(e,r,n){this.bounds=t.LngLatBounds.convert(this.validateBounds(e)),this.minzoom=r||0,this.maxzoom=n||24};S.prototype.validateBounds=function(t){return Array.isArray(t)&&4===t.length?[Math.max(-180,t[0]),Math.max(-90,t[1]),Math.min(180,t[2]),Math.min(90,t[3])]:[-180,-90,180,90]},S.prototype.contains=function(e){var r=Math.pow(2,e.z),n=Math.floor(t.mercatorXfromLng(this.bounds.getWest())*r),i=Math.floor(t.mercatorYfromLat(this.bounds.getNorth())*r),a=Math.ceil(t.mercatorXfromLng(this.bounds.getEast())*r),o=Math.ceil(t.mercatorYfromLat(this.bounds.getSouth())*r);return e.x>=n&&e.x<a&&e.y>=i&&e.y<o};var E=function(e){function r(r,n,i,a){if(e.call(this),this.id=r,this.dispatcher=i,this.type=\"vector\",this.minzoom=0,this.maxzoom=22,this.scheme=\"xyz\",this.tileSize=512,this.reparseOverscaled=!0,this.isTileClipped=!0,this._loaded=!1,t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\",\"promoteId\"])),this._options=t.extend({type:\"vector\"},n),this._collectResourceTiming=n.collectResourceTiming,512!==this.tileSize)throw new Error(\"vector tile sources must have a tileSize of 512\");this.setEventedParent(a)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new S(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles,e.map._requestManager._customAccessToken),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken,e.map._requestManager._customAccessToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme)),i={request:this.map._requestManager.transformRequest(n,t.ResourceType.Tile),uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,tileSize:this.tileSize*e.tileID.overscaleFactor(),type:this.type,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};function a(n,i){return delete e.request,e.aborted?r(null):n&&404!==n.status?r(n):(i&&i.resourceTiming&&(e.resourceTiming=i.resourceTiming),this.map._refreshExpiredTiles&&i&&e.setExpiryData(i),e.loadVectorData(i,this.map.painter),t.cacheEntryPossiblyAdded(this.dispatcher),r(null),void(e.reloadCallback&&(this.loadTile(e,e.reloadCallback),e.reloadCallback=null)))}i.request.collectResourceTiming=this._collectResourceTiming,e.actor&&\"expired\"!==e.state?\"loading\"===e.state?e.reloadCallback=r:e.request=e.actor.send(\"reloadTile\",i,a.bind(this)):(e.actor=this.dispatcher.getActor(),e.request=e.actor.send(\"loadTile\",i,a.bind(this)))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.actor&&t.actor.send(\"abortTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.unloadTile=function(t){t.unloadVectorData(),t.actor&&t.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.hasTransition=function(){return!1},r}(t.Evented),L=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.dispatcher=i,this.setEventedParent(a),this.type=\"raster\",this.minzoom=0,this.maxzoom=22,this.roundZoom=!0,this.scheme=\"xyz\",this.tileSize=512,this._loaded=!1,this._options=t.extend({type:\"raster\"},n),t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\"]))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new S(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.loadTile=function(e,r){var n=this,i=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);e.request=t.getImage(this.map._requestManager.transformRequest(i,t.ResourceType.Tile),(function(i,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(i)e.state=\"errored\",r(i);else if(a){n.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=n.map.painter.context,s=o.gl;e.texture=n.map.painter.getTileTexture(a.width),e.texture?e.texture.update(a,{useMipmap:!0}):(e.texture=new t.Texture(o,a,s.RGBA,{useMipmap:!0}),e.texture.bind(s.LINEAR,s.CLAMP_TO_EDGE,s.LINEAR_MIPMAP_NEAREST),o.extTextureFilterAnisotropic&&s.texParameterf(s.TEXTURE_2D,o.extTextureFilterAnisotropic.TEXTURE_MAX_ANISOTROPY_EXT,o.extTextureFilterAnisotropicMax)),e.state=\"loaded\",t.cacheEntryPossiblyAdded(n.dispatcher),r(null)}}))},r.prototype.abortTile=function(t,e){t.request&&(t.request.cancel(),delete t.request),e()},r.prototype.unloadTile=function(t,e){t.texture&&this.map.painter.saveTileTexture(t.texture),e()},r.prototype.hasTransition=function(){return!1},r}(t.Evented),C=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),this.type=\"raster-dem\",this.maxzoom=22,this._options=t.extend({type:\"raster-dem\"},n),this.encoding=n.encoding||\"mapbox\"}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.serialize=function(){return{type:\"raster-dem\",url:this.url,tileSize:this.tileSize,tiles:this.tiles,bounds:this.bounds,encoding:this.encoding}},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);function i(t,n){t&&(e.state=\"errored\",r(t)),n&&(e.dem=n,e.needsHillshadePrepare=!0,e.state=\"loaded\",r(null))}e.request=t.getImage(this.map._requestManager.transformRequest(n,t.ResourceType.Tile),function(n,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(n)e.state=\"errored\",r(n);else if(a){this.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=t.window.ImageBitmap&&a instanceof t.window.ImageBitmap&&t.offscreenCanvasSupported()?a:t.browser.getImageData(a,1),s={uid:e.uid,coord:e.tileID,source:this.id,rawImageData:o,encoding:this.encoding};e.actor&&\"expired\"!==e.state||(e.actor=this.dispatcher.getActor(),e.actor.send(\"loadDEMTile\",s,i.bind(this)))}}.bind(this)),e.neighboringTiles=this._getNeighboringTiles(e.tileID)},r.prototype._getNeighboringTiles=function(e){var r=e.canonical,n=Math.pow(2,r.z),i=(r.x-1+n)%n,a=0===r.x?e.wrap-1:e.wrap,o=(r.x+1+n)%n,s=r.x+1===n?e.wrap+1:e.wrap,l={};return l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y).key]={backfilled:!1},r.y>0&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y-1).key]={backfilled:!1}),r.y+1<n&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y+1).key]={backfilled:!1}),l},r.prototype.unloadTile=function(t){t.demTexture&&this.map.painter.saveTileTexture(t.demTexture),t.fbo&&(t.fbo.destroy(),delete t.fbo),t.dem&&delete t.dem,delete t.neighboringTiles,t.state=\"unloaded\",t.actor&&t.actor.send(\"removeDEMTile\",{uid:t.uid,source:this.id})},r}(L),P=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.type=\"geojson\",this.minzoom=0,this.maxzoom=18,this.tileSize=512,this.isTileClipped=!0,this.reparseOverscaled=!0,this._removed=!1,this._loaded=!1,this.actor=i.getActor(),this.setEventedParent(a),this._data=n.data,this._options=t.extend({},n),this._collectResourceTiming=n.collectResourceTiming,this._resourceTiming=[],void 0!==n.maxzoom&&(this.maxzoom=n.maxzoom),n.type&&(this.type=n.type),n.attribution&&(this.attribution=n.attribution),this.promoteId=n.promoteId;var o=t.EXTENT/this.tileSize;this.workerOptions=t.extend({source:this.id,cluster:n.cluster||!1,geojsonVtOptions:{buffer:(void 0!==n.buffer?n.buffer:128)*o,tolerance:(void 0!==n.tolerance?n.tolerance:.375)*o,extent:t.EXTENT,maxZoom:this.maxzoom,lineMetrics:n.lineMetrics||!1,generateId:n.generateId||!1},superclusterOptions:{maxZoom:void 0!==n.clusterMaxZoom?Math.min(n.clusterMaxZoom,this.maxzoom-1):this.maxzoom-1,extent:t.EXTENT,radius:(n.clusterRadius||50)*o,log:!1,generateId:n.generateId||!1},clusterProperties:n.clusterProperties},n.workerOptions)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(r){if(r)e.fire(new t.ErrorEvent(r));else{var n={dataType:\"source\",sourceDataType:\"metadata\"};e._collectResourceTiming&&e._resourceTiming&&e._resourceTiming.length>0&&(n.resourceTiming=e._resourceTiming,e._resourceTiming=[]),e.fire(new t.Event(\"data\",n))}}))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setData=function(e){var r=this;return this._data=e,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(e){if(e)r.fire(new t.ErrorEvent(e));else{var n={dataType:\"source\",sourceDataType:\"content\"};r._collectResourceTiming&&r._resourceTiming&&r._resourceTiming.length>0&&(n.resourceTiming=r._resourceTiming,r._resourceTiming=[]),r.fire(new t.Event(\"data\",n))}})),this},r.prototype.getClusterExpansionZoom=function(t,e){return this.actor.send(\"geojson.getClusterExpansionZoom\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterChildren=function(t,e){return this.actor.send(\"geojson.getClusterChildren\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterLeaves=function(t,e,r,n){return this.actor.send(\"geojson.getClusterLeaves\",{source:this.id,clusterId:t,limit:e,offset:r},n),this},r.prototype._updateWorkerData=function(e){var r=this;this._loaded=!1;var n=t.extend({},this.workerOptions),i=this._data;\"string\"==typeof i?(n.request=this.map._requestManager.transformRequest(t.browser.resolveURL(i),t.ResourceType.Source),n.request.collectResourceTiming=this._collectResourceTiming):n.data=JSON.stringify(i),this.actor.send(this.type+\".loadData\",n,(function(t,i){r._removed||i&&i.abandoned||(r._loaded=!0,i&&i.resourceTiming&&i.resourceTiming[r.id]&&(r._resourceTiming=i.resourceTiming[r.id].slice(0)),r.actor.send(r.type+\".coalesce\",{source:n.source},null),e(t))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.loadTile=function(e,r){var n=this,i=e.actor?\"reloadTile\":\"loadTile\";e.actor=this.actor;var a={type:this.type,uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,maxZoom:this.maxzoom,tileSize:this.tileSize,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};e.request=this.actor.send(i,a,(function(t,a){return delete e.request,e.unloadVectorData(),e.aborted?r(null):t?r(t):(e.loadVectorData(a,n.map.painter,\"reloadTile\"===i),r(null))}))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.aborted=!0},r.prototype.unloadTile=function(t){t.unloadVectorData(),this.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id})},r.prototype.onRemove=function(){this._removed=!0,this.actor.send(\"removeSource\",{type:this.type,source:this.id})},r.prototype.serialize=function(){return t.extend({},this._options,{type:this.type,data:this._data})},r.prototype.hasTransition=function(){return!1},r}(t.Evented),O=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2},{name:\"a_texture_pos\",type:\"Int16\",components:2}]),I=function(e){function r(t,r,n,i){e.call(this),this.id=t,this.dispatcher=n,this.coordinates=r.coordinates,this.type=\"image\",this.minzoom=0,this.maxzoom=22,this.tileSize=512,this.tiles={},this._loaded=!1,this.setEventedParent(i),this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(e,r){var n=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this.url=this.options.url,t.getImage(this.map._requestManager.transformRequest(this.url,t.ResourceType.Image),(function(i,a){n._loaded=!0,i?n.fire(new t.ErrorEvent(i)):a&&(n.image=a,e&&(n.coordinates=e),r&&r(),n._finishLoading())}))},r.prototype.loaded=function(){return this._loaded},r.prototype.updateImage=function(t){var e=this;return this.image&&t.url?(this.options.url=t.url,this.load(t.coordinates,(function(){e.texture=null})),this):this},r.prototype._finishLoading=function(){this.map&&(this.setCoordinates(this.coordinates),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setCoordinates=function(e){var r=this;this.coordinates=e;var n=e.map(t.MercatorCoordinate.fromLngLat);this.tileID=function(e){for(var r=1/0,n=1/0,i=-1/0,a=-1/0,o=0,s=e;o<s.length;o+=1){var l=s[o];r=Math.min(r,l.x),n=Math.min(n,l.y),i=Math.max(i,l.x),a=Math.max(a,l.y)}var u=i-r,c=a-n,f=Math.max(u,c),h=Math.max(0,Math.floor(-Math.log(f)/Math.LN2)),p=Math.pow(2,h);return new t.CanonicalTileID(h,Math.floor((r+i)/2*p),Math.floor((n+a)/2*p))}(n),this.minzoom=this.maxzoom=this.tileID.z;var i=n.map((function(t){return r.tileID.getTilePoint(t)._round()}));return this._boundsArray=new t.StructArrayLayout4i8,this._boundsArray.emplaceBack(i[0].x,i[0].y,0,0),this._boundsArray.emplaceBack(i[1].x,i[1].y,t.EXTENT,0),this._boundsArray.emplaceBack(i[3].x,i[3].y,0,t.EXTENT),this._boundsArray.emplaceBack(i[2].x,i[2].y,t.EXTENT,t.EXTENT),this.boundsBuffer&&(this.boundsBuffer.destroy(),delete this.boundsBuffer),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})),this},r.prototype.prepare=function(){if(0!==Object.keys(this.tiles).length&&this.image){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,O.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture||(this.texture=new t.Texture(e,this.image,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.loadTile=function(t,e){this.tileID&&this.tileID.equals(t.tileID.canonical)?(this.tiles[String(t.tileID.wrap)]=t,t.buckets={},e(null)):(t.state=\"errored\",e(null))},r.prototype.serialize=function(){return{type:\"image\",url:this.options.url,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return!1},r}(t.Evented);var D=function(e){function r(t,r,n,i){e.call(this,t,r,n,i),this.roundZoom=!0,this.type=\"video\",this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1;var r=this.options;this.urls=[];for(var n=0,i=r.urls;n<i.length;n+=1){var a=i[n];this.urls.push(this.map._requestManager.transformRequest(a,t.ResourceType.Source).url)}t.getVideo(this.urls,(function(r,n){e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(e.video=n,e.video.loop=!0,e.video.addEventListener(\"playing\",(function(){e.map.triggerRepaint()})),e.map&&e.video.play(),e._finishLoading())}))},r.prototype.pause=function(){this.video&&this.video.pause()},r.prototype.play=function(){this.video&&this.video.play()},r.prototype.seek=function(e){if(this.video){var r=this.video.seekable;e<r.start(0)||e>r.end(0)?this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+this.id,null,\"Playback for this video can be set only between the \"+r.start(0)+\" and \"+r.end(0)+\"-second mark.\"))):this.video.currentTime=e}},r.prototype.getVideo=function(){return this.video},r.prototype.onAdd=function(t){this.map||(this.map=t,this.load(),this.video&&(this.video.play(),this.setCoordinates(this.coordinates)))},r.prototype.prepare=function(){if(!(0===Object.keys(this.tiles).length||this.video.readyState<2)){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,O.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?this.video.paused||(this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE),r.texSubImage2D(r.TEXTURE_2D,0,0,0,r.RGBA,r.UNSIGNED_BYTE,this.video)):(this.texture=new t.Texture(e,this.video,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"video\",urls:this.urls,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this.video&&!this.video.paused},r}(I),z=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),n.coordinates?Array.isArray(n.coordinates)&&4===n.coordinates.length&&!n.coordinates.some((function(t){return!Array.isArray(t)||2!==t.length||t.some((function(t){return\"number\"!=typeof t}))}))||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"coordinates\" property must be an array of 4 longitude/latitude array pairs'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"coordinates\"'))),n.animate&&\"boolean\"!=typeof n.animate&&this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'optional \"animate\" property must be a boolean value'))),n.canvas?\"string\"==typeof n.canvas||n.canvas instanceof t.window.HTMLCanvasElement||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"canvas\" must be either a string representing the ID of the canvas element from which to read, or an HTMLCanvasElement instance'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"canvas\"'))),this.options=n,this.animate=void 0===n.animate||n.animate}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){this._loaded=!0,this.canvas||(this.canvas=this.options.canvas instanceof t.window.HTMLCanvasElement?this.options.canvas:t.window.document.getElementById(this.options.canvas)),this.width=this.canvas.width,this.height=this.canvas.height,this._hasInvalidDimensions()?this.fire(new t.ErrorEvent(new Error(\"Canvas dimensions cannot be less than or equal to zero.\"))):(this.play=function(){this._playing=!0,this.map.triggerRepaint()},this.pause=function(){this._playing&&(this.prepare(),this._playing=!1)},this._finishLoading())},r.prototype.getCanvas=function(){return this.canvas},r.prototype.onAdd=function(t){this.map=t,this.load(),this.canvas&&this.animate&&this.play()},r.prototype.onRemove=function(){this.pause()},r.prototype.prepare=function(){var e=!1;if(this.canvas.width!==this.width&&(this.width=this.canvas.width,e=!0),this.canvas.height!==this.height&&(this.height=this.canvas.height,e=!0),!this._hasInvalidDimensions()&&0!==Object.keys(this.tiles).length){var r=this.map.painter.context,n=r.gl;for(var i in this.boundsBuffer||(this.boundsBuffer=r.createVertexBuffer(this._boundsArray,O.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?(e||this._playing)&&this.texture.update(this.canvas,{premultiply:!0}):this.texture=new t.Texture(r,this.canvas,n.RGBA,{premultiply:!0}),this.tiles){var a=this.tiles[i];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"canvas\",coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this._playing},r.prototype._hasInvalidDimensions=function(){for(var t=0,e=[this.canvas.width,this.canvas.height];t<e.length;t+=1){var r=e[t];if(isNaN(r)||r<=0)return!0}return!1},r}(I),R={vector:E,raster:L,\"raster-dem\":C,geojson:P,video:D,image:I,canvas:z};function F(e,r){var n=t.identity([]);return t.translate(n,n,[1,1,0]),t.scale(n,n,[.5*e.width,.5*e.height,1]),t.multiply(n,n,e.calculatePosMatrix(r.toUnwrapped()))}function B(t,e,r,n,i,a){var o=function(t,e,r){if(t)for(var n=0,i=t;n<i.length;n+=1){var a=e[i[n]];if(a&&a.source===r&&\"fill-extrusion\"===a.type)return!0}else for(var o in e){var s=e[o];if(s.source===r&&\"fill-extrusion\"===s.type)return!0}return!1}(i&&i.layers,e,t.id),s=a.maxPitchScaleFactor(),l=t.tilesIn(n,s,o);l.sort(N);for(var u=[],c=0,f=l;c<f.length;c+=1){var h=f[c];u.push({wrappedTileID:h.tileID.wrapped().key,queryResults:h.tile.queryRenderedFeatures(e,r,t._state,h.queryGeometry,h.cameraQueryGeometry,h.scale,i,a,s,F(t.transform,h.tileID))})}var p=function(t){for(var e={},r={},n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.queryResults,s=a.wrappedTileID,l=r[s]=r[s]||{};for(var u in o)for(var c=o[u],f=l[u]=l[u]||{},h=e[u]=e[u]||[],p=0,d=c;p<d.length;p+=1){var v=d[p];f[v.featureIndex]||(f[v.featureIndex]=!0,h.push(v))}}return e}(u);for(var d in p)p[d].forEach((function(e){var r=e.feature,n=t.getFeatureState(r.layer[\"source-layer\"],r.id);r.source=r.layer.source,r.layer[\"source-layer\"]&&(r.sourceLayer=r.layer[\"source-layer\"]),r.state=n}));return p}function N(t,e){var r=t.tileID,n=e.tileID;return r.overscaledZ-n.overscaledZ||r.canonical.y-n.canonical.y||r.wrap-n.wrap||r.canonical.x-n.canonical.x}var j=function(t,e){this.max=t,this.onRemove=e,this.reset()};j.prototype.reset=function(){for(var t in this.data)for(var e=0,r=this.data[t];e<r.length;e+=1){var n=r[e];n.timeout&&clearTimeout(n.timeout),this.onRemove(n.value)}return this.data={},this.order=[],this},j.prototype.add=function(t,e,r){var n=this,i=t.wrapped().key;void 0===this.data[i]&&(this.data[i]=[]);var a={value:e,timeout:void 0};if(void 0!==r&&(a.timeout=setTimeout((function(){n.remove(t,a)}),r)),this.data[i].push(a),this.order.push(i),this.order.length>this.max){var o=this._getAndRemoveByKey(this.order[0]);o&&this.onRemove(o)}return this},j.prototype.has=function(t){return t.wrapped().key in this.data},j.prototype.getAndRemove=function(t){return this.has(t)?this._getAndRemoveByKey(t.wrapped().key):null},j.prototype._getAndRemoveByKey=function(t){var e=this.data[t].shift();return e.timeout&&clearTimeout(e.timeout),0===this.data[t].length&&delete this.data[t],this.order.splice(this.order.indexOf(t),1),e.value},j.prototype.getByKey=function(t){var e=this.data[t];return e?e[0].value:null},j.prototype.get=function(t){return this.has(t)?this.data[t.wrapped().key][0].value:null},j.prototype.remove=function(t,e){if(!this.has(t))return this;var r=t.wrapped().key,n=void 0===e?0:this.data[r].indexOf(e),i=this.data[r][n];return this.data[r].splice(n,1),i.timeout&&clearTimeout(i.timeout),0===this.data[r].length&&delete this.data[r],this.onRemove(i.value),this.order.splice(this.order.indexOf(r),1),this},j.prototype.setMaxSize=function(t){for(this.max=t;this.order.length>this.max;){var e=this._getAndRemoveByKey(this.order[0]);e&&this.onRemove(e)}return this},j.prototype.filter=function(t){var e=[];for(var r in this.data)for(var n=0,i=this.data[r];n<i.length;n+=1){var a=i[n];t(a.value)||e.push(a)}for(var o=0,s=e;o<s.length;o+=1){var l=s[o];this.remove(l.value.tileID,l)}};var U=function(t,e,r){this.context=t;var n=t.gl;this.buffer=n.createBuffer(),this.dynamicDraw=Boolean(r),this.context.unbindVAO(),t.bindElementBuffer.set(this.buffer),n.bufferData(n.ELEMENT_ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?n.DYNAMIC_DRAW:n.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};U.prototype.bind=function(){this.context.bindElementBuffer.set(this.buffer)},U.prototype.updateData=function(t){var e=this.context.gl;this.context.unbindVAO(),this.bind(),e.bufferSubData(e.ELEMENT_ARRAY_BUFFER,0,t.arrayBuffer)},U.prototype.destroy=function(){var t=this.context.gl;this.buffer&&(t.deleteBuffer(this.buffer),delete this.buffer)};var V={Int8:\"BYTE\",Uint8:\"UNSIGNED_BYTE\",Int16:\"SHORT\",Uint16:\"UNSIGNED_SHORT\",Int32:\"INT\",Uint32:\"UNSIGNED_INT\",Float32:\"FLOAT\"},H=function(t,e,r,n){this.length=e.length,this.attributes=r,this.itemSize=e.bytesPerElement,this.dynamicDraw=n,this.context=t;var i=t.gl;this.buffer=i.createBuffer(),t.bindVertexBuffer.set(this.buffer),i.bufferData(i.ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?i.DYNAMIC_DRAW:i.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};H.prototype.bind=function(){this.context.bindVertexBuffer.set(this.buffer)},H.prototype.updateData=function(t){var e=this.context.gl;this.bind(),e.bufferSubData(e.ARRAY_BUFFER,0,t.arrayBuffer)},H.prototype.enableAttributes=function(t,e){for(var r=0;r<this.attributes.length;r++){var n=this.attributes[r],i=e.attributes[n.name];void 0!==i&&t.enableVertexAttribArray(i)}},H.prototype.setVertexAttribPointers=function(t,e,r){for(var n=0;n<this.attributes.length;n++){var i=this.attributes[n],a=e.attributes[i.name];void 0!==a&&t.vertexAttribPointer(a,i.components,t[V[i.type]],!1,this.itemSize,i.offset+this.itemSize*(r||0))}},H.prototype.destroy=function(){var t=this.context.gl;this.buffer&&(t.deleteBuffer(this.buffer),delete this.buffer)};var q=function(t){this.gl=t.gl,this.default=this.getDefault(),this.current=this.default,this.dirty=!1};q.prototype.get=function(){return this.current},q.prototype.set=function(t){},q.prototype.getDefault=function(){return this.default},q.prototype.setDefault=function(){this.set(this.default)};var G=function(e){function r(){e.apply(this,arguments)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getDefault=function(){return t.Color.transparent},r.prototype.set=function(t){var e=this.current;(t.r!==e.r||t.g!==e.g||t.b!==e.b||t.a!==e.a||this.dirty)&&(this.gl.clearColor(t.r,t.g,t.b,t.a),this.current=t,this.dirty=!1)},r}(q),Z=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return 1},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.clearDepth(t),this.current=t,this.dirty=!1)},e}(q),Y=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return 0},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.clearStencil(t),this.current=t,this.dirty=!1)},e}(q),W=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return[!0,!0,!0,!0]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||t[2]!==e[2]||t[3]!==e[3]||this.dirty)&&(this.gl.colorMask(t[0],t[1],t[2],t[3]),this.current=t,this.dirty=!1)},e}(q),X=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return!0},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.depthMask(t),this.current=t,this.dirty=!1)},e}(q),J=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return 255},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.stencilMask(t),this.current=t,this.dirty=!1)},e}(q),K=function(t){function e(){t.apply(this,arguments)}return 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t=this.gl;return[t.ONE,t.ZERO]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||this.dirty)&&(this.gl.blendFunc(t[0],t[1]),this.current=t,this.dirty=!1)},e}(q),at=function(e){function r(){e.apply(this,arguments)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getDefault=function(){return t.Color.transparent},r.prototype.set=function(t){var e=this.current;(t.r!==e.r||t.g!==e.g||t.b!==e.b||t.a!==e.a||this.dirty)&&(this.gl.blendColor(t.r,t.g,t.b,t.a),this.current=t,this.dirty=!1)},r}(q),ot=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return this.gl.FUNC_ADD},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.blendEquation(t),this.current=t,this.dirty=!1)},e}(q),st=function(t){function e(){t.apply(this,arguments)}return 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e=this.current;(t[0]!==e[0]||t[1]!==e[1]||t[2]!==e[2]||t[3]!==e[3]||this.dirty)&&(this.gl.viewport(t[0],t[1],t[2],t[3]),this.current=t,this.dirty=!1)},e}(q),pt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindFramebuffer(e.FRAMEBUFFER,t),this.current=t,this.dirty=!1}},e}(q),dt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindRenderbuffer(e.RENDERBUFFER,t),this.current=t,this.dirty=!1}},e}(q),vt=function(t){function e(){t.apply(this,arguments)}return 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e(e){t.call(this,e),this.vao=e.extVertexArrayObject}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){this.vao&&(t!==this.current||this.dirty)&&(this.vao.bindVertexArrayOES(t),this.current=t,this.dirty=!1)},e}(q),xt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return 4},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_ALIGNMENT,t),this.current=t,this.dirty=!1}},e}(q),bt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_PREMULTIPLY_ALPHA_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),_t=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_FLIP_Y_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),wt=function(t){function e(e,r){t.call(this,e),this.context=e,this.parent=r}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return null},e}(q),Tt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.setDirty=function(){this.dirty=!0},e.prototype.set=function(t){if(t!==this.current||this.dirty){this.context.bindFramebuffer.set(this.parent);var e=this.gl;e.framebufferTexture2D(e.FRAMEBUFFER,e.COLOR_ATTACHMENT0,e.TEXTURE_2D,t,0),this.current=t,this.dirty=!1}},e}(wt),kt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){if(t!==this.current||this.dirty){this.context.bindFramebuffer.set(this.parent);var e=this.gl;e.framebufferRenderbuffer(e.FRAMEBUFFER,e.DEPTH_ATTACHMENT,e.RENDERBUFFER,t),this.current=t,this.dirty=!1}},e}(wt),At=function(t,e,r,n){this.context=t,this.width=e,this.height=r;var i=t.gl,a=this.framebuffer=i.createFramebuffer();this.colorAttachment=new Tt(t,a),n&&(this.depthAttachment=new kt(t,a))};At.prototype.destroy=function(){var t=this.context.gl,e=this.colorAttachment.get();if(e&&t.deleteTexture(e),this.depthAttachment){var r=this.depthAttachment.get();r&&t.deleteRenderbuffer(r)}t.deleteFramebuffer(this.framebuffer)};var Mt=function(t,e,r){this.func=t,this.mask=e,this.range=r};Mt.ReadOnly=!1,Mt.ReadWrite=!0,Mt.disabled=new Mt(519,Mt.ReadOnly,[0,1]);var St=7680,Et=function(t,e,r,n,i,a){this.test=t,this.ref=e,this.mask=r,this.fail=n,this.depthFail=i,this.pass=a};Et.disabled=new Et({func:519,mask:0},0,0,St,St,St);var Lt=function(t,e,r){this.blendFunction=t,this.blendColor=e,this.mask=r};Lt.Replace=[1,0],Lt.disabled=new Lt(Lt.Replace,t.Color.transparent,[!1,!1,!1,!1]),Lt.unblended=new Lt(Lt.Replace,t.Color.transparent,[!0,!0,!0,!0]),Lt.alphaBlended=new Lt([1,771],t.Color.transparent,[!0,!0,!0,!0]);var Ct=function(t,e,r){this.enable=t,this.mode=e,this.frontFace=r};Ct.disabled=new Ct(!1,1029,2305),Ct.backCCW=new Ct(!0,1029,2305);var Pt=function(t){this.gl=t,this.extVertexArrayObject=this.gl.getExtension(\"OES_vertex_array_object\"),this.clearColor=new G(this),this.clearDepth=new Z(this),this.clearStencil=new Y(this),this.colorMask=new W(this),this.depthMask=new X(this),this.stencilMask=new J(this),this.stencilFunc=new K(this),this.stencilOp=new $(this),this.stencilTest=new Q(this),this.depthRange=new tt(this),this.depthTest=new et(this),this.depthFunc=new rt(this),this.blend=new nt(this),this.blendFunc=new it(this),this.blendColor=new at(this),this.blendEquation=new ot(this),this.cullFace=new st(this),this.cullFaceSide=new lt(this),this.frontFace=new ut(this),this.program=new ct(this),this.activeTexture=new ft(this),this.viewport=new ht(this),this.bindFramebuffer=new pt(this),this.bindRenderbuffer=new dt(this),this.bindTexture=new vt(this),this.bindVertexBuffer=new gt(this),this.bindElementBuffer=new yt(this),this.bindVertexArrayOES=this.extVertexArrayObject&&new mt(this),this.pixelStoreUnpack=new xt(this),this.pixelStoreUnpackPremultiplyAlpha=new bt(this),this.pixelStoreUnpackFlipY=new _t(this),this.extTextureFilterAnisotropic=t.getExtension(\"EXT_texture_filter_anisotropic\")||t.getExtension(\"MOZ_EXT_texture_filter_anisotropic\")||t.getExtension(\"WEBKIT_EXT_texture_filter_anisotropic\"),this.extTextureFilterAnisotropic&&(this.extTextureFilterAnisotropicMax=t.getParameter(this.extTextureFilterAnisotropic.MAX_TEXTURE_MAX_ANISOTROPY_EXT)),this.extTextureHalfFloat=t.getExtension(\"OES_texture_half_float\"),this.extTextureHalfFloat&&(t.getExtension(\"OES_texture_half_float_linear\"),this.extRenderToTextureHalfFloat=t.getExtension(\"EXT_color_buffer_half_float\")),this.extTimerQuery=t.getExtension(\"EXT_disjoint_timer_query\")};Pt.prototype.setDefault=function(){this.unbindVAO(),this.clearColor.setDefault(),this.clearDepth.setDefault(),this.clearStencil.setDefault(),this.colorMask.setDefault(),this.depthMask.setDefault(),this.stencilMask.setDefault(),this.stencilFunc.setDefault(),this.stencilOp.setDefault(),this.stencilTest.setDefault(),this.depthRange.setDefault(),this.depthTest.setDefault(),this.depthFunc.setDefault(),this.blend.setDefault(),this.blendFunc.setDefault(),this.blendColor.setDefault(),this.blendEquation.setDefault(),this.cullFace.setDefault(),this.cullFaceSide.setDefault(),this.frontFace.setDefault(),this.program.setDefault(),this.activeTexture.setDefault(),this.bindFramebuffer.setDefault(),this.pixelStoreUnpack.setDefault(),this.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.pixelStoreUnpackFlipY.setDefault()},Pt.prototype.setDirty=function(){this.clearColor.dirty=!0,this.clearDepth.dirty=!0,this.clearStencil.dirty=!0,this.colorMask.dirty=!0,this.depthMask.dirty=!0,this.stencilMask.dirty=!0,this.stencilFunc.dirty=!0,this.stencilOp.dirty=!0,this.stencilTest.dirty=!0,this.depthRange.dirty=!0,this.depthTest.dirty=!0,this.depthFunc.dirty=!0,this.blend.dirty=!0,this.blendFunc.dirty=!0,this.blendColor.dirty=!0,this.blendEquation.dirty=!0,this.cullFace.dirty=!0,this.cullFaceSide.dirty=!0,this.frontFace.dirty=!0,this.program.dirty=!0,this.activeTexture.dirty=!0,this.viewport.dirty=!0,this.bindFramebuffer.dirty=!0,this.bindRenderbuffer.dirty=!0,this.bindTexture.dirty=!0,this.bindVertexBuffer.dirty=!0,this.bindElementBuffer.dirty=!0,this.extVertexArrayObject&&(this.bindVertexArrayOES.dirty=!0),this.pixelStoreUnpack.dirty=!0,this.pixelStoreUnpackPremultiplyAlpha.dirty=!0,this.pixelStoreUnpackFlipY.dirty=!0},Pt.prototype.createIndexBuffer=function(t,e){return new U(this,t,e)},Pt.prototype.createVertexBuffer=function(t,e,r){return new H(this,t,e,r)},Pt.prototype.createRenderbuffer=function(t,e,r){var n=this.gl,i=n.createRenderbuffer();return this.bindRenderbuffer.set(i),n.renderbufferStorage(n.RENDERBUFFER,t,e,r),this.bindRenderbuffer.set(null),i},Pt.prototype.createFramebuffer=function(t,e,r){return new At(this,t,e,r)},Pt.prototype.clear=function(t){var e=t.color,r=t.depth,n=this.gl,i=0;e&&(i|=n.COLOR_BUFFER_BIT,this.clearColor.set(e),this.colorMask.set([!0,!0,!0,!0])),void 0!==r&&(i|=n.DEPTH_BUFFER_BIT,this.depthRange.set([0,1]),this.clearDepth.set(r),this.depthMask.set(!0)),n.clear(i)},Pt.prototype.setCullFace=function(t){!1===t.enable?this.cullFace.set(!1):(this.cullFace.set(!0),this.cullFaceSide.set(t.mode),this.frontFace.set(t.frontFace))},Pt.prototype.setDepthMode=function(t){t.func!==this.gl.ALWAYS||t.mask?(this.depthTest.set(!0),this.depthFunc.set(t.func),this.depthMask.set(t.mask),this.depthRange.set(t.range)):this.depthTest.set(!1)},Pt.prototype.setStencilMode=function(t){t.test.func!==this.gl.ALWAYS||t.mask?(this.stencilTest.set(!0),this.stencilMask.set(t.mask),this.stencilOp.set([t.fail,t.depthFail,t.pass]),this.stencilFunc.set({func:t.test.func,ref:t.ref,mask:t.test.mask})):this.stencilTest.set(!1)},Pt.prototype.setColorMode=function(e){t.deepEqual(e.blendFunction,Lt.Replace)?this.blend.set(!1):(this.blend.set(!0),this.blendFunc.set(e.blendFunction),this.blendColor.set(e.blendColor)),this.colorMask.set(e.mask)},Pt.prototype.unbindVAO=function(){this.extVertexArrayObject&&this.bindVertexArrayOES.set(null)};var Ot=function(e){function r(r,n,i){var a=this;e.call(this),this.id=r,this.dispatcher=i,this.on(\"data\",(function(t){\"source\"===t.dataType&&\"metadata\"===t.sourceDataType&&(a._sourceLoaded=!0),a._sourceLoaded&&!a._paused&&\"source\"===t.dataType&&\"content\"===t.sourceDataType&&(a.reload(),a.transform&&a.update(a.transform))})),this.on(\"error\",(function(){a._sourceErrored=!0})),this._source=function(e,r,n,i){var a=new R[r.type](e,r,n,i);if(a.id!==e)throw new Error(\"Expected Source id to be \"+e+\" instead of \"+a.id);return t.bindAll([\"load\",\"abort\",\"unload\",\"serialize\",\"prepare\"],a),a}(r,n,i,this),this._tiles={},this._cache=new j(0,this._unloadTile.bind(this)),this._timers={},this._cacheTimers={},this._maxTileCacheSize=null,this._loadedParentTiles={},this._coveredTiles={},this._state=new t.SourceFeatureState}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.onAdd=function(t){this.map=t,this._maxTileCacheSize=t?t._maxTileCacheSize:null,this._source&&this._source.onAdd&&this._source.onAdd(t)},r.prototype.onRemove=function(t){this._source&&this._source.onRemove&&this._source.onRemove(t)},r.prototype.loaded=function(){if(this._sourceErrored)return!0;if(!this._sourceLoaded)return!1;if(!this._source.loaded())return!1;for(var t in this._tiles){var e=this._tiles[t];if(\"loaded\"!==e.state&&\"errored\"!==e.state)return!1}return!0},r.prototype.getSource=function(){return this._source},r.prototype.pause=function(){this._paused=!0},r.prototype.resume=function(){if(this._paused){var t=this._shouldReloadOnResume;this._paused=!1,this._shouldReloadOnResume=!1,t&&this.reload(),this.transform&&this.update(this.transform)}},r.prototype._loadTile=function(t,e){return this._source.loadTile(t,e)},r.prototype._unloadTile=function(t){if(this._source.unloadTile)return this._source.unloadTile(t,(function(){}))},r.prototype._abortTile=function(t){if(this._source.abortTile)return this._source.abortTile(t,(function(){}))},r.prototype.serialize=function(){return this._source.serialize()},r.prototype.prepare=function(t){for(var e in this._source.prepare&&this._source.prepare(),this._state.coalesceChanges(this._tiles,this.map?this.map.painter:null),this._tiles){var r=this._tiles[e];r.upload(t),r.prepare(this.map.style.imageManager)}},r.prototype.getIds=function(){return t.values(this._tiles).map((function(t){return t.tileID})).sort(It).map((function(t){return t.key}))},r.prototype.getRenderableIds=function(e){var r=this,n=[];for(var i in this._tiles)this._isIdRenderable(i,e)&&n.push(this._tiles[i]);return e?n.sort((function(e,n){var i=e.tileID,a=n.tileID,o=new t.Point(i.canonical.x,i.canonical.y)._rotate(r.transform.angle),s=new t.Point(a.canonical.x,a.canonical.y)._rotate(r.transform.angle);return i.overscaledZ-a.overscaledZ||s.y-o.y||s.x-o.x})).map((function(t){return t.tileID.key})):n.map((function(t){return t.tileID})).sort(It).map((function(t){return t.key}))},r.prototype.hasRenderableParent=function(t){var e=this.findLoadedParent(t,0);return!!e&&this._isIdRenderable(e.tileID.key)},r.prototype._isIdRenderable=function(t,e){return this._tiles[t]&&this._tiles[t].hasData()&&!this._coveredTiles[t]&&(e||!this._tiles[t].holdingForFade())},r.prototype.reload=function(){if(this._paused)this._shouldReloadOnResume=!0;else for(var t in this._cache.reset(),this._tiles)\"errored\"!==this._tiles[t].state&&this._reloadTile(t,\"reloading\")},r.prototype._reloadTile=function(t,e){var r=this._tiles[t];r&&(\"loading\"!==r.state&&(r.state=e),this._loadTile(r,this._tileLoaded.bind(this,r,t,e)))},r.prototype._tileLoaded=function(e,r,n,i){if(i)return e.state=\"errored\",void(404!==i.status?this._source.fire(new t.ErrorEvent(i,{tile:e})):this.update(this.transform));e.timeAdded=t.browser.now(),\"expired\"===n&&(e.refreshedUponExpiration=!0),this._setTileReloadTimer(r,e),\"raster-dem\"===this.getSource().type&&e.dem&&this._backfillDEM(e),this._state.initializeTileState(e,this.map?this.map.painter:null),this._source.fire(new t.Event(\"data\",{dataType:\"source\",tile:e,coord:e.tileID}))},r.prototype._backfillDEM=function(t){for(var e=this.getRenderableIds(),r=0;r<e.length;r++){var n=e[r];if(t.neighboringTiles&&t.neighboringTiles[n]){var i=this.getTileByID(n);a(t,i),a(i,t)}}function a(t,e){t.needsHillshadePrepare=!0;var r=e.tileID.canonical.x-t.tileID.canonical.x,n=e.tileID.canonical.y-t.tileID.canonical.y,i=Math.pow(2,t.tileID.canonical.z),a=e.tileID.key;0===r&&0===n||Math.abs(n)>1||(Math.abs(r)>1&&(1===Math.abs(r+i)?r+=i:1===Math.abs(r-i)&&(r-=i)),e.dem&&t.dem&&(t.dem.backfillBorder(e.dem,r,n),t.neighboringTiles&&t.neighboringTiles[a]&&(t.neighboringTiles[a].backfilled=!0)))}},r.prototype.getTile=function(t){return this.getTileByID(t.key)},r.prototype.getTileByID=function(t){return this._tiles[t]},r.prototype._retainLoadedChildren=function(t,e,r,n){for(var i in this._tiles){var a=this._tiles[i];if(!(n[i]||!a.hasData()||a.tileID.overscaledZ<=e||a.tileID.overscaledZ>r)){for(var o=a.tileID;a&&a.tileID.overscaledZ>e+1;){var s=a.tileID.scaledTo(a.tileID.overscaledZ-1);(a=this._tiles[s.key])&&a.hasData()&&(o=s)}for(var l=o;l.overscaledZ>e;)if(t[(l=l.scaledTo(l.overscaledZ-1)).key]){n[o.key]=o;break}}}},r.prototype.findLoadedParent=function(t,e){if(t.key in this._loadedParentTiles){var r=this._loadedParentTiles[t.key];return r&&r.tileID.overscaledZ>=e?r:null}for(var n=t.overscaledZ-1;n>=e;n--){var i=t.scaledTo(n),a=this._getLoadedTile(i);if(a)return a}},r.prototype._getLoadedTile=function(t){var e=this._tiles[t.key];return e&&e.hasData()?e:this._cache.getByKey(t.wrapped().key)},r.prototype.updateCacheSize=function(t){var e=(Math.ceil(t.width/this._source.tileSize)+1)*(Math.ceil(t.height/this._source.tileSize)+1),r=Math.floor(5*e),n=\"number\"==typeof this._maxTileCacheSize?Math.min(this._maxTileCacheSize,r):r;this._cache.setMaxSize(n)},r.prototype.handleWrapJump=function(t){var e=(t-(void 0===this._prevLng?t:this._prevLng))/360,r=Math.round(e);if(this._prevLng=t,r){var n={};for(var i in this._tiles){var a=this._tiles[i];a.tileID=a.tileID.unwrapTo(a.tileID.wrap+r),n[a.tileID.key]=a}for(var o in this._tiles=n,this._timers)clearTimeout(this._timers[o]),delete this._timers[o];for(var s in this._tiles){var l=this._tiles[s];this._setTileReloadTimer(s,l)}}},r.prototype.update=function(e){var n=this;if(this.transform=e,this._sourceLoaded&&!this._paused){var i;this.updateCacheSize(e),this.handleWrapJump(this.transform.center.lng),this._coveredTiles={},this.used?this._source.tileID?i=e.getVisibleUnwrappedCoordinates(this._source.tileID).map((function(e){return new t.OverscaledTileID(e.canonical.z,e.wrap,e.canonical.z,e.canonical.x,e.canonical.y)})):(i=e.coveringTiles({tileSize:this._source.tileSize,minzoom:this._source.minzoom,maxzoom:this._source.maxzoom,roundZoom:this._source.roundZoom,reparseOverscaled:this._source.reparseOverscaled}),this._source.hasTile&&(i=i.filter((function(t){return n._source.hasTile(t)})))):i=[];var a=e.coveringZoomLevel(this._source),o=Math.max(a-r.maxOverzooming,this._source.minzoom),s=Math.max(a+r.maxUnderzooming,this._source.minzoom),l=this._updateRetainedTiles(i,a);if(Dt(this._source.type)){for(var u={},c={},f=0,h=Object.keys(l);f<h.length;f+=1){var p=h[f],d=l[p],v=this._tiles[p];if(v&&!(v.fadeEndTime&&v.fadeEndTime<=t.browser.now())){var g=this.findLoadedParent(d,o);g&&(this._addTile(g.tileID),u[g.tileID.key]=g.tileID),c[p]=d}}for(var y in this._retainLoadedChildren(c,a,s,l),u)l[y]||(this._coveredTiles[y]=!0,l[y]=u[y])}for(var m in l)this._tiles[m].clearFadeHold();for(var x=0,b=t.keysDifference(this._tiles,l);x<b.length;x+=1){var _=b[x],w=this._tiles[_];w.hasSymbolBuckets&&!w.holdingForFade()?w.setHoldDuration(this.map._fadeDuration):w.hasSymbolBuckets&&!w.symbolFadeFinished()||this._removeTile(_)}this._updateLoadedParentTileCache()}},r.prototype.releaseSymbolFadeTiles=function(){for(var t in this._tiles)this._tiles[t].holdingForFade()&&this._removeTile(t)},r.prototype._updateRetainedTiles=function(t,e){for(var n={},i={},a=Math.max(e-r.maxOverzooming,this._source.minzoom),o=Math.max(e+r.maxUnderzooming,this._source.minzoom),s={},l=0,u=t;l<u.length;l+=1){var c=u[l],f=this._addTile(c);n[c.key]=c,f.hasData()||e<this._source.maxzoom&&(s[c.key]=c)}this._retainLoadedChildren(s,e,o,n);for(var h=0,p=t;h<p.length;h+=1){var d=p[h],v=this._tiles[d.key];if(!v.hasData()){if(e+1>this._source.maxzoom){var g=d.children(this._source.maxzoom)[0],y=this.getTile(g);if(y&&y.hasData()){n[g.key]=g;continue}}else{var m=d.children(this._source.maxzoom);if(n[m[0].key]&&n[m[1].key]&&n[m[2].key]&&n[m[3].key])continue}for(var x=v.wasRequested(),b=d.overscaledZ-1;b>=a;--b){var _=d.scaledTo(b);if(i[_.key])break;if(i[_.key]=!0,!(v=this.getTile(_))&&x&&(v=this._addTile(_)),v&&(n[_.key]=_,x=v.wasRequested(),v.hasData()))break}}}return n},r.prototype._updateLoadedParentTileCache=function(){for(var t in this._loadedParentTiles={},this._tiles){for(var e=[],r=void 0,n=this._tiles[t].tileID;n.overscaledZ>0;){if(n.key in this._loadedParentTiles){r=this._loadedParentTiles[n.key];break}e.push(n.key);var i=n.scaledTo(n.overscaledZ-1);if(r=this._getLoadedTile(i))break;n=i}for(var a=0,o=e;a<o.length;a+=1){var s=o[a];this._loadedParentTiles[s]=r}}},r.prototype._addTile=function(e){var r=this._tiles[e.key];if(r)return r;(r=this._cache.getAndRemove(e))&&(this._setTileReloadTimer(e.key,r),r.tileID=e,this._state.initializeTileState(r,this.map?this.map.painter:null),this._cacheTimers[e.key]&&(clearTimeout(this._cacheTimers[e.key]),delete this._cacheTimers[e.key],this._setTileReloadTimer(e.key,r)));var n=Boolean(r);return n||(r=new t.Tile(e,this._source.tileSize*e.overscaleFactor()),this._loadTile(r,this._tileLoaded.bind(this,r,e.key,r.state))),r?(r.uses++,this._tiles[e.key]=r,n||this._source.fire(new t.Event(\"dataloading\",{tile:r,coord:r.tileID,dataType:\"source\"})),r):null},r.prototype._setTileReloadTimer=function(t,e){var r=this;t in this._timers&&(clearTimeout(this._timers[t]),delete this._timers[t]);var n=e.getExpiryTimeout();n&&(this._timers[t]=setTimeout((function(){r._reloadTile(t,\"expired\"),delete r._timers[t]}),n))},r.prototype._removeTile=function(t){var e=this._tiles[t];e&&(e.uses--,delete this._tiles[t],this._timers[t]&&(clearTimeout(this._timers[t]),delete this._timers[t]),e.uses>0||(e.hasData()&&\"reloading\"!==e.state?this._cache.add(e.tileID,e,e.getExpiryTimeout()):(e.aborted=!0,this._abortTile(e),this._unloadTile(e))))},r.prototype.clearTiles=function(){for(var t in this._shouldReloadOnResume=!1,this._paused=!1,this._tiles)this._removeTile(t);this._cache.reset()},r.prototype.tilesIn=function(e,r,n){var i=this,a=[],o=this.transform;if(!o)return a;for(var s=n?o.getCameraQueryGeometry(e):e,l=e.map((function(t){return o.pointCoordinate(t)})),u=s.map((function(t){return o.pointCoordinate(t)})),c=this.getIds(),f=1/0,h=1/0,p=-1/0,d=-1/0,v=0,g=u;v<g.length;v+=1){var y=g[v];f=Math.min(f,y.x),h=Math.min(h,y.y),p=Math.max(p,y.x),d=Math.max(d,y.y)}for(var m=function(e){var n=i._tiles[c[e]];if(!n.holdingForFade()){var s=n.tileID,v=Math.pow(2,o.zoom-n.tileID.overscaledZ),g=r*n.queryPadding*t.EXTENT/n.tileSize/v,y=[s.getTilePoint(new t.MercatorCoordinate(f,h)),s.getTilePoint(new t.MercatorCoordinate(p,d))];if(y[0].x-g<t.EXTENT&&y[0].y-g<t.EXTENT&&y[1].x+g>=0&&y[1].y+g>=0){var m=l.map((function(t){return s.getTilePoint(t)})),x=u.map((function(t){return s.getTilePoint(t)}));a.push({tile:n,tileID:s,queryGeometry:m,cameraQueryGeometry:x,scale:v})}}},x=0;x<c.length;x++)m(x);return a},r.prototype.getVisibleCoordinates=function(t){for(var e=this,r=this.getRenderableIds(t).map((function(t){return e._tiles[t].tileID})),n=0,i=r;n<i.length;n+=1){var a=i[n];a.posMatrix=this.transform.calculatePosMatrix(a.toUnwrapped())}return r},r.prototype.hasTransition=function(){if(this._source.hasTransition())return!0;if(Dt(this._source.type))for(var e in this._tiles){var r=this._tiles[e];if(void 0!==r.fadeEndTime&&r.fadeEndTime>=t.browser.now())return!0}return!1},r.prototype.setFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.updateState(t,e,r)},r.prototype.removeFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.removeFeatureState(t,e,r)},r.prototype.getFeatureState=function(t,e){return t=t||\"_geojsonTileLayer\",this._state.getState(t,e)},r.prototype.setDependencies=function(t,e,r){var n=this._tiles[t];n&&n.setDependencies(e,r)},r.prototype.reloadTilesForDependencies=function(t,e){for(var r in this._tiles)this._tiles[r].hasDependency(t,e)&&this._reloadTile(r,\"reloading\");this._cache.filter((function(r){return!r.hasDependency(t,e)}))},r}(t.Evented);function It(t,e){var r=Math.abs(2*t.wrap)-+(t.wrap<0),n=Math.abs(2*e.wrap)-+(e.wrap<0);return t.overscaledZ-e.overscaledZ||n-r||e.canonical.y-t.canonical.y||e.canonical.x-t.canonical.x}function Dt(t){return\"raster\"===t||\"image\"===t||\"video\"===t}function zt(){return new t.window.Worker(na.workerUrl)}Ot.maxOverzooming=10,Ot.maxUnderzooming=3;var Rt=\"mapboxgl_preloaded_worker_pool\",Ft=function(){this.active={}};Ft.prototype.acquire=function(t){if(!this.workers)for(this.workers=[];this.workers.length<Ft.workerCount;)this.workers.push(new zt);return this.active[t]=!0,this.workers.slice()},Ft.prototype.release=function(t){delete this.active[t],0===this.numActive()&&(this.workers.forEach((function(t){t.terminate()})),this.workers=null)},Ft.prototype.isPreloaded=function(){return!!this.active[Rt]},Ft.prototype.numActive=function(){return Object.keys(this.active).length};var Bt,Nt=Math.floor(t.browser.hardwareConcurrency/2);function jt(){return Bt||(Bt=new Ft),Bt}function Ut(e,r){var n={};for(var i in e)\"ref\"!==i&&(n[i]=e[i]);return t.refProperties.forEach((function(t){t in r&&(n[t]=r[t])})),n}function Vt(t){t=t.slice();for(var e=Object.create(null),r=0;r<t.length;r++)e[t[r].id]=t[r];for(var n=0;n<t.length;n++)\"ref\"in t[n]&&(t[n]=Ut(t[n],e[t[n].ref]));return t}Ft.workerCount=Math.max(Math.min(Nt,6),1);var Ht={setStyle:\"setStyle\",addLayer:\"addLayer\",removeLayer:\"removeLayer\",setPaintProperty:\"setPaintProperty\",setLayoutProperty:\"setLayoutProperty\",setFilter:\"setFilter\",addSource:\"addSource\",removeSource:\"removeSource\",setGeoJSONSourceData:\"setGeoJSONSourceData\",setLayerZoomRange:\"setLayerZoomRange\",setLayerProperty:\"setLayerProperty\",setCenter:\"setCenter\",setZoom:\"setZoom\",setBearing:\"setBearing\",setPitch:\"setPitch\",setSprite:\"setSprite\",setGlyphs:\"setGlyphs\",setTransition:\"setTransition\",setLight:\"setLight\"};function qt(t,e,r){r.push({command:Ht.addSource,args:[t,e[t]]})}function Gt(t,e,r){e.push({command:Ht.removeSource,args:[t]}),r[t]=!0}function Zt(t,e,r,n){Gt(t,r,n),qt(t,e,r)}function Yt(e,r,n){var i;for(i in e[n])if(e[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;for(i in r[n])if(r[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;return!0}function Wt(e,r,n,i,a,o){var s;for(s in r=r||{},e=e||{})e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}));for(s in r)r.hasOwnProperty(s)&&!e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}))}function Xt(t){return t.id}function Jt(t,e){return t[e.id]=e,t}function Kt(e,r){if(!e)return[{command:Ht.setStyle,args:[r]}];var n=[];try{if(!t.deepEqual(e.version,r.version))return[{command:Ht.setStyle,args:[r]}];t.deepEqual(e.center,r.center)||n.push({command:Ht.setCenter,args:[r.center]}),t.deepEqual(e.zoom,r.zoom)||n.push({command:Ht.setZoom,args:[r.zoom]}),t.deepEqual(e.bearing,r.bearing)||n.push({command:Ht.setBearing,args:[r.bearing]}),t.deepEqual(e.pitch,r.pitch)||n.push({command:Ht.setPitch,args:[r.pitch]}),t.deepEqual(e.sprite,r.sprite)||n.push({command:Ht.setSprite,args:[r.sprite]}),t.deepEqual(e.glyphs,r.glyphs)||n.push({command:Ht.setGlyphs,args:[r.glyphs]}),t.deepEqual(e.transition,r.transition)||n.push({command:Ht.setTransition,args:[r.transition]}),t.deepEqual(e.light,r.light)||n.push({command:Ht.setLight,args:[r.light]});var i={},a=[];!function(e,r,n,i){var a;for(a in r=r||{},e=e||{})e.hasOwnProperty(a)&&(r.hasOwnProperty(a)||Gt(a,n,i));for(a in r)r.hasOwnProperty(a)&&(e.hasOwnProperty(a)?t.deepEqual(e[a],r[a])||(\"geojson\"===e[a].type&&\"geojson\"===r[a].type&&Yt(e,r,a)?n.push({command:Ht.setGeoJSONSourceData,args:[a,r[a].data]}):Zt(a,r,n,i)):qt(a,r,n))}(e.sources,r.sources,a,i);var o=[];e.layers&&e.layers.forEach((function(t){i[t.source]?n.push({command:Ht.removeLayer,args:[t.id]}):o.push(t)})),n=n.concat(a),function(e,r,n){r=r||[];var i,a,o,s,l,u,c,f=(e=e||[]).map(Xt),h=r.map(Xt),p=e.reduce(Jt,{}),d=r.reduce(Jt,{}),v=f.slice(),g=Object.create(null);for(i=0,a=0;i<f.length;i++)o=f[i],d.hasOwnProperty(o)?a++:(n.push({command:Ht.removeLayer,args:[o]}),v.splice(v.indexOf(o,a),1));for(i=0,a=0;i<h.length;i++)o=h[h.length-1-i],v[v.length-1-i]!==o&&(p.hasOwnProperty(o)?(n.push({command:Ht.removeLayer,args:[o]}),v.splice(v.lastIndexOf(o,v.length-a),1)):a++,u=v[v.length-i],n.push({command:Ht.addLayer,args:[d[o],u]}),v.splice(v.length-i,0,o),g[o]=!0);for(i=0;i<h.length;i++)if(s=p[o=h[i]],l=d[o],!g[o]&&!t.deepEqual(s,l))if(t.deepEqual(s.source,l.source)&&t.deepEqual(s[\"source-layer\"],l[\"source-layer\"])&&t.deepEqual(s.type,l.type)){for(c in Wt(s.layout,l.layout,n,o,null,Ht.setLayoutProperty),Wt(s.paint,l.paint,n,o,null,Ht.setPaintProperty),t.deepEqual(s.filter,l.filter)||n.push({command:Ht.setFilter,args:[o,l.filter]}),t.deepEqual(s.minzoom,l.minzoom)&&t.deepEqual(s.maxzoom,l.maxzoom)||n.push({command:Ht.setLayerZoomRange,args:[o,l.minzoom,l.maxzoom]}),s)s.hasOwnProperty(c)&&\"layout\"!==c&&\"paint\"!==c&&\"filter\"!==c&&\"metadata\"!==c&&\"minzoom\"!==c&&\"maxzoom\"!==c&&(0===c.indexOf(\"paint.\")?Wt(s[c],l[c],n,o,c.slice(6),Ht.setPaintProperty):t.deepEqual(s[c],l[c])||n.push({command:Ht.setLayerProperty,args:[o,c,l[c]]}));for(c in l)l.hasOwnProperty(c)&&!s.hasOwnProperty(c)&&\"layout\"!==c&&\"paint\"!==c&&\"filter\"!==c&&\"metadata\"!==c&&\"minzoom\"!==c&&\"maxzoom\"!==c&&(0===c.indexOf(\"paint.\")?Wt(s[c],l[c],n,o,c.slice(6),Ht.setPaintProperty):t.deepEqual(s[c],l[c])||n.push({command:Ht.setLayerProperty,args:[o,c,l[c]]}))}else n.push({command:Ht.removeLayer,args:[o]}),u=v[v.lastIndexOf(o)+1],n.push({command:Ht.addLayer,args:[l,u]})}(o,r.layers,n)}catch(t){console.warn(\"Unable to compute style diff:\",t),n=[{command:Ht.setStyle,args:[r]}]}return n}var $t=function(t,e){this.reset(t,e)};$t.prototype.reset=function(t,e){this.points=t||[],this._distances=[0];for(var r=1;r<this.points.length;r++)this._distances[r]=this._distances[r-1]+this.points[r].dist(this.points[r-1]);this.length=this._distances[this._distances.length-1],this.padding=Math.min(e||0,.5*this.length),this.paddedLength=this.length-2*this.padding},$t.prototype.lerp=function(e){if(1===this.points.length)return this.points[0];e=t.clamp(e,0,1);for(var r=1,n=this._distances[r],i=e*this.paddedLength+this.padding;n<i&&r<this._distances.length;)n=this._distances[++r];var a=r-1,o=this._distances[a],s=n-o,l=s>0?(i-o)/s:0;return this.points[a].mult(1-l).add(this.points[r].mult(l))};var Qt=function(t,e,r){var n=this.boxCells=[],i=this.circleCells=[];this.xCellCount=Math.ceil(t/r),this.yCellCount=Math.ceil(e/r);for(var a=0;a<this.xCellCount*this.yCellCount;a++)n.push([]),i.push([]);this.circleKeys=[],this.boxKeys=[],this.bboxes=[],this.circles=[],this.width=t,this.height=e,this.xScale=this.xCellCount/t,this.yScale=this.yCellCount/e,this.boxUid=0,this.circleUid=0};function te(e,r,n,i,a){var o=t.create();return r?(t.scale(o,o,[1/a,1/a,1]),n||t.rotateZ(o,o,i.angle)):t.multiply(o,i.labelPlaneMatrix,e),o}function ee(e,r,n,i,a){if(r){var o=t.clone(e);return t.scale(o,o,[a,a,1]),n||t.rotateZ(o,o,-i.angle),o}return i.glCoordMatrix}function re(e,r){var n=[e.x,e.y,0,1];pe(n,n,r);var i=n[3];return{point:new t.Point(n[0]/i,n[1]/i),signedDistanceFromCamera:i}}function ne(t,e){return.5+t/e*.5}function ie(t,e){var r=t[0]/t[3],n=t[1]/t[3];return r>=-e[0]&&r<=e[0]&&n>=-e[1]&&n<=e[1]}function ae(e,r,n,i,a,o,s,l){var u=i?e.textSizeData:e.iconSizeData,c=t.evaluateSizeForZoom(u,n.transform.zoom),f=[256/n.width*2+1,256/n.height*2+1],h=i?e.text.dynamicLayoutVertexArray:e.icon.dynamicLayoutVertexArray;h.clear();for(var p=e.lineVertexArray,d=i?e.text.placedSymbolArray:e.icon.placedSymbolArray,v=n.transform.width/n.transform.height,g=!1,y=0;y<d.length;y++){var m=d.get(y);if(m.hidden||m.writingMode===t.WritingMode.vertical&&!g)he(m.numGlyphs,h);else{g=!1;var x=[m.anchorX,m.anchorY,0,1];if(t.transformMat4(x,x,r),ie(x,f)){var b=x[3],_=ne(n.transform.cameraToCenterDistance,b),w=t.evaluateSizeForFeature(u,c,m),T=s?w/_:w*_,k=new t.Point(m.anchorX,m.anchorY),A=re(k,a).point,M={},S=le(m,T,!1,l,r,a,o,e.glyphOffsetArray,p,h,A,k,M,v);g=S.useVertical,(S.notEnoughRoom||g||S.needsFlipping&&le(m,T,!0,l,r,a,o,e.glyphOffsetArray,p,h,A,k,M,v).notEnoughRoom)&&he(m.numGlyphs,h)}else he(m.numGlyphs,h)}}i?e.text.dynamicLayoutVertexBuffer.updateData(h):e.icon.dynamicLayoutVertexBuffer.updateData(h)}function oe(t,e,r,n,i,a,o,s,l,u,c){var f=s.glyphStartIndex+s.numGlyphs,h=s.lineStartIndex,p=s.lineStartIndex+s.lineLength,d=e.getoffsetX(s.glyphStartIndex),v=e.getoffsetX(f-1),g=ce(t*d,r,n,i,a,o,s.segment,h,p,l,u,c);if(!g)return null;var y=ce(t*v,r,n,i,a,o,s.segment,h,p,l,u,c);return y?{first:g,last:y}:null}function se(e,r,n,i){return e===t.WritingMode.horizontal&&Math.abs(n.y-r.y)>Math.abs(n.x-r.x)*i?{useVertical:!0}:(e===t.WritingMode.vertical?r.y<n.y:r.x>n.x)?{needsFlipping:!0}:null}function le(e,r,n,i,a,o,s,l,u,c,f,h,p,d){var v,g=r/24,y=e.lineOffsetX*g,m=e.lineOffsetY*g;if(e.numGlyphs>1){var x=e.glyphStartIndex+e.numGlyphs,b=e.lineStartIndex,_=e.lineStartIndex+e.lineLength,w=oe(g,l,y,m,n,f,h,e,u,o,p);if(!w)return{notEnoughRoom:!0};var T=re(w.first.point,s).point,k=re(w.last.point,s).point;if(i&&!n){var A=se(e.writingMode,T,k,d);if(A)return A}v=[w.first];for(var M=e.glyphStartIndex+1;M<x-1;M++)v.push(ce(g*l.getoffsetX(M),y,m,n,f,h,e.segment,b,_,u,o,p));v.push(w.last)}else{if(i&&!n){var S=re(h,a).point,E=e.lineStartIndex+e.segment+1,L=new t.Point(u.getx(E),u.gety(E)),C=re(L,a),P=C.signedDistanceFromCamera>0?C.point:ue(h,L,S,1,a),O=se(e.writingMode,S,P,d);if(O)return O}var I=ce(g*l.getoffsetX(e.glyphStartIndex),y,m,n,f,h,e.segment,e.lineStartIndex,e.lineStartIndex+e.lineLength,u,o,p);if(!I)return{notEnoughRoom:!0};v=[I]}for(var D=0,z=v;D<z.length;D+=1){var R=z[D];t.addDynamicAttributes(c,R.point,R.angle)}return{}}function ue(t,e,r,n,i){var a=re(t.add(t.sub(e)._unit()),i).point,o=r.sub(a);return r.add(o._mult(n/o.mag()))}function ce(e,r,n,i,a,o,s,l,u,c,f,h){var p=i?e-r:e+r,d=p>0?1:-1,v=0;i&&(d*=-1,v=Math.PI),d<0&&(v+=Math.PI);for(var g=d>0?l+s:l+s+1,y=a,m=a,x=0,b=0,_=Math.abs(p),w=[];x+b<=_;){if((g+=d)<l||g>=u)return null;if(m=y,w.push(y),void 0===(y=h[g])){var T=new t.Point(c.getx(g),c.gety(g)),k=re(T,f);if(k.signedDistanceFromCamera>0)y=h[g]=k.point;else{var A=g-d;y=ue(0===x?o:new t.Point(c.getx(A),c.gety(A)),T,m,_-x+1,f)}}x+=b,b=m.dist(y)}var M=(_-x)/b,S=y.sub(m),E=S.mult(M)._add(m);E._add(S._unit()._perp()._mult(n*d));var L=v+Math.atan2(y.y-m.y,y.x-m.x);return w.push(E),{point:E,angle:L,path:w}}Qt.prototype.keysLength=function(){return this.boxKeys.length+this.circleKeys.length},Qt.prototype.insert=function(t,e,r,n,i){this._forEachCell(e,r,n,i,this._insertBoxCell,this.boxUid++),this.boxKeys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(i)},Qt.prototype.insertCircle=function(t,e,r,n){this._forEachCell(e-n,r-n,e+n,r+n,this._insertCircleCell,this.circleUid++),this.circleKeys.push(t),this.circles.push(e),this.circles.push(r),this.circles.push(n)},Qt.prototype._insertBoxCell=function(t,e,r,n,i,a){this.boxCells[i].push(a)},Qt.prototype._insertCircleCell=function(t,e,r,n,i,a){this.circleCells[i].push(a)},Qt.prototype._query=function(t,e,r,n,i,a){if(r<0||t>this.width||n<0||e>this.height)return!i&&[];var o=[];if(t<=0&&e<=0&&this.width<=r&&this.height<=n){if(i)return!0;for(var s=0;s<this.boxKeys.length;s++)o.push({key:this.boxKeys[s],x1:this.bboxes[4*s],y1:this.bboxes[4*s+1],x2:this.bboxes[4*s+2],y2:this.bboxes[4*s+3]});for(var l=0;l<this.circleKeys.length;l++){var u=this.circles[3*l],c=this.circles[3*l+1],f=this.circles[3*l+2];o.push({key:this.circleKeys[l],x1:u-f,y1:c-f,x2:u+f,y2:c+f})}return a?o.filter(a):o}var h={hitTest:i,seenUids:{box:{},circle:{}}};return this._forEachCell(t,e,r,n,this._queryCell,o,h,a),i?o.length>0:o},Qt.prototype._queryCircle=function(t,e,r,n,i){var a=t-r,o=t+r,s=e-r,l=e+r;if(o<0||a>this.width||l<0||s>this.height)return!n&&[];var u=[],c={hitTest:n,circle:{x:t,y:e,radius:r},seenUids:{box:{},circle:{}}};return this._forEachCell(a,s,o,l,this._queryCellCircle,u,c,i),n?u.length>0:u},Qt.prototype.query=function(t,e,r,n,i){return this._query(t,e,r,n,!1,i)},Qt.prototype.hitTest=function(t,e,r,n,i){return this._query(t,e,r,n,!0,i)},Qt.prototype.hitTestCircle=function(t,e,r,n){return this._queryCircle(t,e,r,!0,n)},Qt.prototype._queryCell=function(t,e,r,n,i,a,o,s){var l=o.seenUids,u=this.boxCells[i];if(null!==u)for(var c=this.bboxes,f=0,h=u;f<h.length;f+=1){var p=h[f];if(!l.box[p]){l.box[p]=!0;var d=4*p;if(t<=c[d+2]&&e<=c[d+3]&&r>=c[d+0]&&n>=c[d+1]&&(!s||s(this.boxKeys[p]))){if(o.hitTest)return a.push(!0),!0;a.push({key:this.boxKeys[p],x1:c[d],y1:c[d+1],x2:c[d+2],y2:c[d+3]})}}}var v=this.circleCells[i];if(null!==v)for(var g=this.circles,y=0,m=v;y<m.length;y+=1){var x=m[y];if(!l.circle[x]){l.circle[x]=!0;var b=3*x;if(this._circleAndRectCollide(g[b],g[b+1],g[b+2],t,e,r,n)&&(!s||s(this.circleKeys[x]))){if(o.hitTest)return a.push(!0),!0;var _=g[b],w=g[b+1],T=g[b+2];a.push({key:this.circleKeys[x],x1:_-T,y1:w-T,x2:_+T,y2:w+T})}}}},Qt.prototype._queryCellCircle=function(t,e,r,n,i,a,o,s){var l=o.circle,u=o.seenUids,c=this.boxCells[i];if(null!==c)for(var f=this.bboxes,h=0,p=c;h<p.length;h+=1){var d=p[h];if(!u.box[d]){u.box[d]=!0;var v=4*d;if(this._circleAndRectCollide(l.x,l.y,l.radius,f[v+0],f[v+1],f[v+2],f[v+3])&&(!s||s(this.boxKeys[d])))return a.push(!0),!0}}var g=this.circleCells[i];if(null!==g)for(var y=this.circles,m=0,x=g;m<x.length;m+=1){var b=x[m];if(!u.circle[b]){u.circle[b]=!0;var _=3*b;if(this._circlesCollide(y[_],y[_+1],y[_+2],l.x,l.y,l.radius)&&(!s||s(this.circleKeys[b])))return a.push(!0),!0}}},Qt.prototype._forEachCell=function(t,e,r,n,i,a,o,s){for(var l=this._convertToXCellCoord(t),u=this._convertToYCellCoord(e),c=this._convertToXCellCoord(r),f=this._convertToYCellCoord(n),h=l;h<=c;h++)for(var p=u;p<=f;p++){var d=this.xCellCount*p+h;if(i.call(this,t,e,r,n,d,a,o,s))return}},Qt.prototype._convertToXCellCoord=function(t){return Math.max(0,Math.min(this.xCellCount-1,Math.floor(t*this.xScale)))},Qt.prototype._convertToYCellCoord=function(t){return Math.max(0,Math.min(this.yCellCount-1,Math.floor(t*this.yScale)))},Qt.prototype._circlesCollide=function(t,e,r,n,i,a){var o=n-t,s=i-e,l=r+a;return l*l>o*o+s*s},Qt.prototype._circleAndRectCollide=function(t,e,r,n,i,a,o){var s=(a-n)/2,l=Math.abs(t-(n+s));if(l>s+r)return!1;var u=(o-i)/2,c=Math.abs(e-(i+u));if(c>u+r)return!1;if(l<=s||c<=u)return!0;var f=l-s,h=c-u;return f*f+h*h<=r*r};var fe=new Float32Array([-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0]);function he(t,e){for(var r=0;r<t;r++){var n=e.length;e.resize(n+4),e.float32.set(fe,3*n)}}function pe(t,e,r){var n=e[0],i=e[1];return t[0]=r[0]*n+r[4]*i+r[12],t[1]=r[1]*n+r[5]*i+r[13],t[3]=r[3]*n+r[7]*i+r[15],t}var de=100,ve=function(t,e,r){void 0===e&&(e=new Qt(t.width+200,t.height+200,25)),void 0===r&&(r=new Qt(t.width+200,t.height+200,25)),this.transform=t,this.grid=e,this.ignoredGrid=r,this.pitchfactor=Math.cos(t._pitch)*t.cameraToCenterDistance,this.screenRightBoundary=t.width+de,this.screenBottomBoundary=t.height+de,this.gridRightBoundary=t.width+200,this.gridBottomBoundary=t.height+200};function ge(e,r,n){return r*(t.EXTENT/(e.tileSize*Math.pow(2,n-e.tileID.overscaledZ)))}ve.prototype.placeCollisionBox=function(t,e,r,n,i){var a=this.projectAndGetPerspectiveRatio(n,t.anchorPointX,t.anchorPointY),o=r*a.perspectiveRatio,s=t.x1*o+a.point.x,l=t.y1*o+a.point.y,u=t.x2*o+a.point.x,c=t.y2*o+a.point.y;return!this.isInsideGrid(s,l,u,c)||!e&&this.grid.hitTest(s,l,u,c,i)?{box:[],offscreen:!1}:{box:[s,l,u,c],offscreen:this.isOffscreen(s,l,u,c)}},ve.prototype.placeCollisionCircles=function(e,r,n,i,a,o,s,l,u,c,f,h,p){var d=[],v=new t.Point(r.anchorX,r.anchorY),g=re(v,o),y=ne(this.transform.cameraToCenterDistance,g.signedDistanceFromCamera),m=(c?a/y:a*y)/t.ONE_EM,x=re(v,s).point,b=oe(m,i,r.lineOffsetX*m,r.lineOffsetY*m,!1,x,v,r,n,s,{}),_=!1,w=!1,T=!0;if(b){for(var k=.5*h*y+p,A=new t.Point(-100,-100),M=new t.Point(this.screenRightBoundary,this.screenBottomBoundary),S=new $t,E=b.first,L=b.last,C=[],P=E.path.length-1;P>=1;P--)C.push(E.path[P]);for(var O=1;O<L.path.length;O++)C.push(L.path[O]);var I=2.5*k;if(l){var D=C.map((function(t){return re(t,l)}));C=D.some((function(t){return t.signedDistanceFromCamera<=0}))?[]:D.map((function(t){return t.point}))}var z=[];if(C.length>0){for(var R=C[0].clone(),F=C[0].clone(),B=1;B<C.length;B++)R.x=Math.min(R.x,C[B].x),R.y=Math.min(R.y,C[B].y),F.x=Math.max(F.x,C[B].x),F.y=Math.max(F.y,C[B].y);z=R.x>=A.x&&F.x<=M.x&&R.y>=A.y&&F.y<=M.y?[C]:F.x<A.x||R.x>M.x||F.y<A.y||R.y>M.y?[]:t.clipLine([C],A.x,A.y,M.x,M.y)}for(var N=0,j=z;N<j.length;N+=1){var U=j[N];S.reset(U,.25*k);var V;V=S.length<=.5*k?1:Math.ceil(S.paddedLength/I)+1;for(var H=0;H<V;H++){var q=H/Math.max(V-1,1),G=S.lerp(q),Z=G.x+de,Y=G.y+de;d.push(Z,Y,k,0);var W=Z-k,X=Y-k,J=Z+k,K=Y+k;if(T=T&&this.isOffscreen(W,X,J,K),w=w||this.isInsideGrid(W,X,J,K),!e&&this.grid.hitTestCircle(Z,Y,k,f)&&(_=!0,!u))return{circles:[],offscreen:!1,collisionDetected:_}}}}return{circles:!u&&_||!w?[]:d,offscreen:T,collisionDetected:_}},ve.prototype.queryRenderedSymbols=function(e){if(0===e.length||0===this.grid.keysLength()&&0===this.ignoredGrid.keysLength())return{};for(var r=[],n=1/0,i=1/0,a=-1/0,o=-1/0,s=0,l=e;s<l.length;s+=1){var u=l[s],c=new t.Point(u.x+de,u.y+de);n=Math.min(n,c.x),i=Math.min(i,c.y),a=Math.max(a,c.x),o=Math.max(o,c.y),r.push(c)}for(var f={},h={},p=0,d=this.grid.query(n,i,a,o).concat(this.ignoredGrid.query(n,i,a,o));p<d.length;p+=1){var v=d[p],g=v.key;if(void 0===f[g.bucketInstanceId]&&(f[g.bucketInstanceId]={}),!f[g.bucketInstanceId][g.featureIndex]){var y=[new t.Point(v.x1,v.y1),new t.Point(v.x2,v.y1),new t.Point(v.x2,v.y2),new t.Point(v.x1,v.y2)];t.polygonIntersectsPolygon(r,y)&&(f[g.bucketInstanceId][g.featureIndex]=!0,void 0===h[g.bucketInstanceId]&&(h[g.bucketInstanceId]=[]),h[g.bucketInstanceId].push(g.featureIndex))}}return h},ve.prototype.insertCollisionBox=function(t,e,r,n,i){var a={bucketInstanceId:r,featureIndex:n,collisionGroupID:i};(e?this.ignoredGrid:this.grid).insert(a,t[0],t[1],t[2],t[3])},ve.prototype.insertCollisionCircles=function(t,e,r,n,i){for(var a=e?this.ignoredGrid:this.grid,o={bucketInstanceId:r,featureIndex:n,collisionGroupID:i},s=0;s<t.length;s+=4)a.insertCircle(o,t[s],t[s+1],t[s+2])},ve.prototype.projectAndGetPerspectiveRatio=function(e,r,n){var i=[r,n,0,1];return pe(i,i,e),{point:new t.Point((i[0]/i[3]+1)/2*this.transform.width+de,(-i[1]/i[3]+1)/2*this.transform.height+de),perspectiveRatio:.5+this.transform.cameraToCenterDistance/i[3]*.5}},ve.prototype.isOffscreen=function(t,e,r,n){return r<de||t>=this.screenRightBoundary||n<de||e>this.screenBottomBoundary},ve.prototype.isInsideGrid=function(t,e,r,n){return r>=0&&t<this.gridRightBoundary&&n>=0&&e<this.gridBottomBoundary},ve.prototype.getViewportMatrix=function(){var e=t.identity([]);return t.translate(e,e,[-100,-100,0]),e};var ye=function(t,e,r,n){this.opacity=t?Math.max(0,Math.min(1,t.opacity+(t.placed?e:-e))):n&&r?1:0,this.placed=r};ye.prototype.isHidden=function(){return 0===this.opacity&&!this.placed};var me=function(t,e,r,n,i){this.text=new ye(t?t.text:null,e,r,i),this.icon=new ye(t?t.icon:null,e,n,i)};me.prototype.isHidden=function(){return this.text.isHidden()&&this.icon.isHidden()};var xe=function(t,e,r){this.text=t,this.icon=e,this.skipFade=r},be=function(){this.invProjMatrix=t.create(),this.viewportMatrix=t.create(),this.circles=[]},_e=function(t,e,r,n,i){this.bucketInstanceId=t,this.featureIndex=e,this.sourceLayerIndex=r,this.bucketIndex=n,this.tileID=i},we=function(t){this.crossSourceCollisions=t,this.maxGroupID=0,this.collisionGroups={}};function Te(e,r,n,i,a){var o=t.getAnchorAlignment(e),s=-(o.horizontalAlign-.5)*r,l=-(o.verticalAlign-.5)*n,u=t.evaluateVariableOffset(e,i);return new t.Point(s+u[0]*a,l+u[1]*a)}function ke(e,r,n,i,a,o){var s=e.x1,l=e.x2,u=e.y1,c=e.y2,f=e.anchorPointX,h=e.anchorPointY,p=new t.Point(r,n);return i&&p._rotate(a?o:-o),{x1:s+p.x,y1:u+p.y,x2:l+p.x,y2:c+p.y,anchorPointX:f,anchorPointY:h}}we.prototype.get=function(t){if(this.crossSourceCollisions)return{ID:0,predicate:null};if(!this.collisionGroups[t]){var e=++this.maxGroupID;this.collisionGroups[t]={ID:e,predicate:function(t){return t.collisionGroupID===e}}}return this.collisionGroups[t]};var Ae=function(t,e,r,n){this.transform=t.clone(),this.collisionIndex=new ve(this.transform),this.placements={},this.opacities={},this.variableOffsets={},this.stale=!1,this.commitTime=0,this.fadeDuration=e,this.retainedQueryData={},this.collisionGroups=new we(r),this.collisionCircleArrays={},this.prevPlacement=n,n&&(n.prevPlacement=void 0),this.placedOrientations={}};function Me(t,e,r,n,i){t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0)}Ae.prototype.getBucketParts=function(e,r,n,i){var a=n.getBucket(r),o=n.latestFeatureIndex;if(a&&o&&r.id===a.layerIds[0]){var s=n.collisionBoxArray,l=a.layers[0].layout,u=Math.pow(2,this.transform.zoom-n.tileID.overscaledZ),c=n.tileSize/t.EXTENT,f=this.transform.calculatePosMatrix(n.tileID.toUnwrapped()),h=\"map\"===l.get(\"text-pitch-alignment\"),p=\"map\"===l.get(\"text-rotation-alignment\"),d=ge(n,1,this.transform.zoom),v=te(f,h,p,this.transform,d),g=null;if(h){var y=ee(f,h,p,this.transform,d);g=t.multiply([],this.transform.labelPlaneMatrix,y)}this.retainedQueryData[a.bucketInstanceId]=new _e(a.bucketInstanceId,o,a.sourceLayerIndex,a.index,n.tileID);var m={bucket:a,layout:l,posMatrix:f,textLabelPlaneMatrix:v,labelToScreenMatrix:g,scale:u,textPixelRatio:c,holdingForFade:n.holdingForFade(),collisionBoxArray:s,partiallyEvaluatedTextSize:t.evaluateSizeForZoom(a.textSizeData,this.transform.zoom),collisionGroup:this.collisionGroups.get(a.sourceID)};if(i)for(var x=0,b=a.sortKeyRanges;x<b.length;x+=1){var _=b[x],w=_.sortKey,T=_.symbolInstanceStart,k=_.symbolInstanceEnd;e.push({sortKey:w,symbolInstanceStart:T,symbolInstanceEnd:k,parameters:m})}else e.push({symbolInstanceStart:0,symbolInstanceEnd:a.symbolInstances.length,parameters:m})}},Ae.prototype.attemptAnchorPlacement=function(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d){var v,g=[f.textOffset0,f.textOffset1],y=Te(t,r,n,g,i),m=this.collisionIndex.placeCollisionBox(ke(e,y.x,y.y,a,o,this.transform.angle),c,s,l,u.predicate);if(!d||0!==this.collisionIndex.placeCollisionBox(ke(d,y.x,y.y,a,o,this.transform.angle),c,s,l,u.predicate).box.length)return m.box.length>0?(this.prevPlacement&&this.prevPlacement.variableOffsets[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID].text&&(v=this.prevPlacement.variableOffsets[f.crossTileID].anchor),this.variableOffsets[f.crossTileID]={textOffset:g,width:r,height:n,anchor:t,textBoxScale:i,prevAnchor:v},this.markUsedJustification(h,t,f,p),h.allowVerticalPlacement&&(this.markUsedOrientation(h,p,f),this.placedOrientations[f.crossTileID]=p),{shift:y,placedGlyphBoxes:m}):void 0},Ae.prototype.placeLayerBucketPart=function(e,r,n){var i=this,a=e.parameters,o=a.bucket,s=a.layout,l=a.posMatrix,u=a.textLabelPlaneMatrix,c=a.labelToScreenMatrix,f=a.textPixelRatio,h=a.holdingForFade,p=a.collisionBoxArray,d=a.partiallyEvaluatedTextSize,v=a.collisionGroup,g=s.get(\"text-optional\"),y=s.get(\"icon-optional\"),m=s.get(\"text-allow-overlap\"),x=s.get(\"icon-allow-overlap\"),b=\"map\"===s.get(\"text-rotation-alignment\"),_=\"map\"===s.get(\"text-pitch-alignment\"),w=\"none\"!==s.get(\"icon-text-fit\"),T=\"viewport-y\"===s.get(\"symbol-z-order\"),k=m&&(x||!o.hasIconData()||y),A=x&&(m||!o.hasTextData()||g);!o.collisionArrays&&p&&o.deserializeCollisionBoxes(p);var M=function(e,a){if(!r[e.crossTileID])if(h)i.placements[e.crossTileID]=new xe(!1,!1,!1);else{var p,T=!1,M=!1,S=!0,E=null,L={box:null,offscreen:null},C={box:null,offscreen:null},P=null,O=null,I=0,D=0,z=0;a.textFeatureIndex?I=a.textFeatureIndex:e.useRuntimeCollisionCircles&&(I=e.featureIndex),a.verticalTextFeatureIndex&&(D=a.verticalTextFeatureIndex);var R=a.textBox;if(R){var F=function(r){var n=t.WritingMode.horizontal;if(o.allowVerticalPlacement&&!r&&i.prevPlacement){var a=i.prevPlacement.placedOrientations[e.crossTileID];a&&(i.placedOrientations[e.crossTileID]=a,n=a,i.markUsedOrientation(o,n,e))}return n},B=function(r,n){if(o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&a.verticalTextBox)for(var i=0,s=o.writingModes;i<s.length&&(s[i]===t.WritingMode.vertical?(L=n(),C=L):L=r(),!(L&&L.box&&L.box.length));i+=1);else L=r()};if(s.get(\"text-variable-anchor\")){var N=s.get(\"text-variable-anchor\");if(i.prevPlacement&&i.prevPlacement.variableOffsets[e.crossTileID]){var j=i.prevPlacement.variableOffsets[e.crossTileID];N.indexOf(j.anchor)>0&&(N=N.filter((function(t){return t!==j.anchor}))).unshift(j.anchor)}var U=function(t,r,n){for(var a=t.x2-t.x1,s=t.y2-t.y1,u=e.textBoxScale,c=w&&!x?r:null,h={box:[],offscreen:!1},p=m?2*N.length:N.length,d=0;d<p;++d){var g=N[d%N.length],y=d>=N.length,k=i.attemptAnchorPlacement(g,t,a,s,u,b,_,f,l,v,y,e,o,n,c);if(k&&(h=k.placedGlyphBoxes)&&h.box&&h.box.length){T=!0,E=k.shift;break}}return h};B((function(){return U(R,a.iconBox,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox,n=L&&L.box&&L.box.length;return o.allowVerticalPlacement&&!n&&e.numVerticalGlyphVertices>0&&r?U(r,a.verticalIconBox,t.WritingMode.vertical):{box:null,offscreen:null}})),L&&(T=L.box,S=L.offscreen);var V=F(L&&L.box);if(!T&&i.prevPlacement){var H=i.prevPlacement.variableOffsets[e.crossTileID];H&&(i.variableOffsets[e.crossTileID]=H,i.markUsedJustification(o,H.anchor,e,V))}}else{var q=function(t,r){var n=i.collisionIndex.placeCollisionBox(t,m,f,l,v.predicate);return n&&n.box&&n.box.length&&(i.markUsedOrientation(o,r,e),i.placedOrientations[e.crossTileID]=r),n};B((function(){return q(R,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox;return o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&r?q(r,t.WritingMode.vertical):{box:null,offscreen:null}})),F(L&&L.box&&L.box.length)}}if(T=(p=L)&&p.box&&p.box.length>0,S=p&&p.offscreen,e.useRuntimeCollisionCircles){var G=o.text.placedSymbolArray.get(e.centerJustifiedTextSymbolIndex),Z=t.evaluateSizeForFeature(o.textSizeData,d,G),Y=s.get(\"text-padding\"),W=e.collisionCircleDiameter;P=i.collisionIndex.placeCollisionCircles(m,G,o.lineVertexArray,o.glyphOffsetArray,Z,l,u,c,n,_,v.predicate,W,Y),T=m||P.circles.length>0&&!P.collisionDetected,S=S&&P.offscreen}if(a.iconFeatureIndex&&(z=a.iconFeatureIndex),a.iconBox){var X=function(t){var e=w&&E?ke(t,E.x,E.y,b,_,i.transform.angle):t;return i.collisionIndex.placeCollisionBox(e,x,f,l,v.predicate)};M=C&&C.box&&C.box.length&&a.verticalIconBox?(O=X(a.verticalIconBox)).box.length>0:(O=X(a.iconBox)).box.length>0,S=S&&O.offscreen}var J=g||0===e.numHorizontalGlyphVertices&&0===e.numVerticalGlyphVertices,K=y||0===e.numIconVertices;if(J||K?K?J||(M=M&&T):T=M&&T:M=T=M&&T,T&&p&&p.box&&(C&&C.box&&D?i.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,D,v.ID):i.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,I,v.ID)),M&&O&&i.collisionIndex.insertCollisionBox(O.box,s.get(\"icon-ignore-placement\"),o.bucketInstanceId,z,v.ID),P&&(T&&i.collisionIndex.insertCollisionCircles(P.circles,s.get(\"text-ignore-placement\"),o.bucketInstanceId,I,v.ID),n)){var $=o.bucketInstanceId,Q=i.collisionCircleArrays[$];void 0===Q&&(Q=i.collisionCircleArrays[$]=new be);for(var tt=0;tt<P.circles.length;tt+=4)Q.circles.push(P.circles[tt+0]),Q.circles.push(P.circles[tt+1]),Q.circles.push(P.circles[tt+2]),Q.circles.push(P.collisionDetected?1:0)}i.placements[e.crossTileID]=new xe(T||k,M||A,S||o.justReloaded),r[e.crossTileID]=!0}};if(T)for(var S=o.getSortedSymbolIndexes(this.transform.angle),E=S.length-1;E>=0;--E){var L=S[E];M(o.symbolInstances.get(L),o.collisionArrays[L])}else for(var C=e.symbolInstanceStart;C<e.symbolInstanceEnd;C++)M(o.symbolInstances.get(C),o.collisionArrays[C]);if(n&&o.bucketInstanceId in this.collisionCircleArrays){var P=this.collisionCircleArrays[o.bucketInstanceId];t.invert(P.invProjMatrix,l),P.viewportMatrix=this.collisionIndex.getViewportMatrix()}o.justReloaded=!1},Ae.prototype.markUsedJustification=function(e,r,n,i){var a,o={left:n.leftJustifiedTextSymbolIndex,center:n.centerJustifiedTextSymbolIndex,right:n.rightJustifiedTextSymbolIndex};a=i===t.WritingMode.vertical?n.verticalPlacedTextSymbolIndex:o[t.getAnchorJustification(r)];for(var s=0,l=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex,n.verticalPlacedTextSymbolIndex];s<l.length;s+=1){var u=l[s];u>=0&&(e.text.placedSymbolArray.get(u).crossTileID=a>=0&&u!==a?0:n.crossTileID)}},Ae.prototype.markUsedOrientation=function(e,r,n){for(var i=r===t.WritingMode.horizontal||r===t.WritingMode.horizontalOnly?r:0,a=r===t.WritingMode.vertical?r:0,o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex];o<s.length;o+=1){var l=s[o];e.text.placedSymbolArray.get(l).placedOrientation=i}n.verticalPlacedTextSymbolIndex&&(e.text.placedSymbolArray.get(n.verticalPlacedTextSymbolIndex).placedOrientation=a)},Ae.prototype.commit=function(t){this.commitTime=t,this.zoomAtLastRecencyCheck=this.transform.zoom;var e=this.prevPlacement,r=!1;this.prevZoomAdjustment=e?e.zoomAdjustment(this.transform.zoom):0;var n=e?e.symbolFadeChange(t):1,i=e?e.opacities:{},a=e?e.variableOffsets:{},o=e?e.placedOrientations:{};for(var s in this.placements){var l=this.placements[s],u=i[s];u?(this.opacities[s]=new me(u,n,l.text,l.icon),r=r||l.text!==u.text.placed||l.icon!==u.icon.placed):(this.opacities[s]=new me(null,n,l.text,l.icon,l.skipFade),r=r||l.text||l.icon)}for(var c in i){var f=i[c];if(!this.opacities[c]){var h=new me(f,n,!1,!1);h.isHidden()||(this.opacities[c]=h,r=r||f.text.placed||f.icon.placed)}}for(var p in a)this.variableOffsets[p]||!this.opacities[p]||this.opacities[p].isHidden()||(this.variableOffsets[p]=a[p]);for(var d in o)this.placedOrientations[d]||!this.opacities[d]||this.opacities[d].isHidden()||(this.placedOrientations[d]=o[d]);r?this.lastPlacementChangeTime=t:\"number\"!=typeof this.lastPlacementChangeTime&&(this.lastPlacementChangeTime=e?e.lastPlacementChangeTime:t)},Ae.prototype.updateLayerOpacities=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1){var a=i[n],o=a.getBucket(t);o&&a.latestFeatureIndex&&t.id===o.layerIds[0]&&this.updateBucketOpacities(o,r,a.collisionBoxArray)}},Ae.prototype.updateBucketOpacities=function(e,r,n){var i=this;e.hasTextData()&&e.text.opacityVertexArray.clear(),e.hasIconData()&&e.icon.opacityVertexArray.clear(),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexArray.clear(),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexArray.clear();var a=e.layers[0].layout,o=new me(null,0,!1,!1,!0),s=a.get(\"text-allow-overlap\"),l=a.get(\"icon-allow-overlap\"),u=a.get(\"text-variable-anchor\"),c=\"map\"===a.get(\"text-rotation-alignment\"),f=\"map\"===a.get(\"text-pitch-alignment\"),h=\"none\"!==a.get(\"icon-text-fit\"),p=new me(null,0,s&&(l||!e.hasIconData()||a.get(\"icon-optional\")),l&&(s||!e.hasTextData()||a.get(\"text-optional\")),!0);!e.collisionArrays&&n&&(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData())&&e.deserializeCollisionBoxes(n);for(var d=function(t,e,r){for(var n=0;n<e/4;n++)t.opacityVertexArray.emplaceBack(r)},v=function(n){var a=e.symbolInstances.get(n),s=a.numHorizontalGlyphVertices,l=a.numVerticalGlyphVertices,v=a.crossTileID,g=r[v],y=i.opacities[v];g?y=o:y||(y=p,i.opacities[v]=y),r[v]=!0;var m=s>0||l>0,x=a.numIconVertices>0,b=i.placedOrientations[a.crossTileID],_=b===t.WritingMode.vertical,w=b===t.WritingMode.horizontal||b===t.WritingMode.horizontalOnly;if(m){var T=De(y.text),k=_?ze:T;d(e.text,s,k);var A=w?ze:T;d(e.text,l,A);var M=y.text.isHidden();[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t){t>=0&&(e.text.placedSymbolArray.get(t).hidden=M||_?1:0)})),a.verticalPlacedTextSymbolIndex>=0&&(e.text.placedSymbolArray.get(a.verticalPlacedTextSymbolIndex).hidden=M||w?1:0);var S=i.variableOffsets[a.crossTileID];S&&i.markUsedJustification(e,S.anchor,a,b);var E=i.placedOrientations[a.crossTileID];E&&(i.markUsedJustification(e,\"left\",a,E),i.markUsedOrientation(e,E,a))}if(x){var L=De(y.icon),C=!(h&&a.verticalPlacedIconSymbolIndex&&_);if(a.placedIconSymbolIndex>=0){var P=C?L:ze;d(e.icon,a.numIconVertices,P),e.icon.placedSymbolArray.get(a.placedIconSymbolIndex).hidden=y.icon.isHidden()}if(a.verticalPlacedIconSymbolIndex>=0){var O=C?ze:L;d(e.icon,a.numVerticalIconVertices,O),e.icon.placedSymbolArray.get(a.verticalPlacedIconSymbolIndex).hidden=y.icon.isHidden()}}if(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData()){var I=e.collisionArrays[n];if(I){var D=new t.Point(0,0);if(I.textBox||I.verticalTextBox){var z=!0;if(u){var R=i.variableOffsets[v];R?(D=Te(R.anchor,R.width,R.height,R.textOffset,R.textBoxScale),c&&D._rotate(f?i.transform.angle:-i.transform.angle)):z=!1}I.textBox&&Me(e.textCollisionBox.collisionVertexArray,y.text.placed,!z||_,D.x,D.y),I.verticalTextBox&&Me(e.textCollisionBox.collisionVertexArray,y.text.placed,!z||w,D.x,D.y)}var F=Boolean(!w&&I.verticalIconBox);I.iconBox&&Me(e.iconCollisionBox.collisionVertexArray,y.icon.placed,F,h?D.x:0,h?D.y:0),I.verticalIconBox&&Me(e.iconCollisionBox.collisionVertexArray,y.icon.placed,!F,h?D.x:0,h?D.y:0)}}},g=0;g<e.symbolInstances.length;g++)v(g);if(e.sortFeatures(this.transform.angle),this.retainedQueryData[e.bucketInstanceId]&&(this.retainedQueryData[e.bucketInstanceId].featureSortOrder=e.featureSortOrder),e.hasTextData()&&e.text.opacityVertexBuffer&&e.text.opacityVertexBuffer.updateData(e.text.opacityVertexArray),e.hasIconData()&&e.icon.opacityVertexBuffer&&e.icon.opacityVertexBuffer.updateData(e.icon.opacityVertexArray),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexBuffer&&e.iconCollisionBox.collisionVertexBuffer.updateData(e.iconCollisionBox.collisionVertexArray),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexBuffer&&e.textCollisionBox.collisionVertexBuffer.updateData(e.textCollisionBox.collisionVertexArray),e.bucketInstanceId in this.collisionCircleArrays){var y=this.collisionCircleArrays[e.bucketInstanceId];e.placementInvProjMatrix=y.invProjMatrix,e.placementViewportMatrix=y.viewportMatrix,e.collisionCircleArray=y.circles,delete this.collisionCircleArrays[e.bucketInstanceId]}},Ae.prototype.symbolFadeChange=function(t){return 0===this.fadeDuration?1:(t-this.commitTime)/this.fadeDuration+this.prevZoomAdjustment},Ae.prototype.zoomAdjustment=function(t){return Math.max(0,(this.transform.zoom-t)/1.5)},Ae.prototype.hasTransitions=function(t){return this.stale||t-this.lastPlacementChangeTime<this.fadeDuration},Ae.prototype.stillRecent=function(t,e){var r=this.zoomAtLastRecencyCheck===e?1-this.zoomAdjustment(e):1;return this.zoomAtLastRecencyCheck=e,this.commitTime+this.fadeDuration*r>t},Ae.prototype.setStale=function(){this.stale=!0};var Se=Math.pow(2,25),Ee=Math.pow(2,24),Le=Math.pow(2,17),Ce=Math.pow(2,16),Pe=Math.pow(2,9),Oe=Math.pow(2,8),Ie=Math.pow(2,1);function De(t){if(0===t.opacity&&!t.placed)return 0;if(1===t.opacity&&t.placed)return 4294967295;var e=t.placed?1:0,r=Math.floor(127*t.opacity);return r*Se+e*Ee+r*Le+e*Ce+r*Pe+e*Oe+r*Ie+e}var ze=0,Re=function(t){this._sortAcrossTiles=\"viewport-y\"!==t.layout.get(\"symbol-z-order\")&&void 0!==t.layout.get(\"symbol-sort-key\").constantOr(1),this._currentTileIndex=0,this._currentPartIndex=0,this._seenCrossTileIDs={},this._bucketParts=[]};Re.prototype.continuePlacement=function(t,e,r,n,i){for(var a=this._bucketParts;this._currentTileIndex<t.length;){var o=t[this._currentTileIndex];if(e.getBucketParts(a,n,o,this._sortAcrossTiles),this._currentTileIndex++,i())return!0}for(this._sortAcrossTiles&&(this._sortAcrossTiles=!1,a.sort((function(t,e){return t.sortKey-e.sortKey})));this._currentPartIndex<a.length;){var s=a[this._currentPartIndex];if(e.placeLayerBucketPart(s,this._seenCrossTileIDs,r),this._currentPartIndex++,i())return!0}return!1};var Fe=function(t,e,r,n,i,a,o){this.placement=new Ae(t,i,a,o),this._currentPlacementIndex=e.length-1,this._forceFullPlacement=r,this._showCollisionBoxes=n,this._done=!1};Fe.prototype.isDone=function(){return this._done},Fe.prototype.continuePlacement=function(e,r,n){for(var i=this,a=t.browser.now(),o=function(){var e=t.browser.now()-a;return!i._forceFullPlacement&&e>2};this._currentPlacementIndex>=0;){var s=r[e[this._currentPlacementIndex]],l=this.placement.collisionIndex.transform.zoom;if(\"symbol\"===s.type&&(!s.minzoom||s.minzoom<=l)&&(!s.maxzoom||s.maxzoom>l)){if(this._inProgressLayer||(this._inProgressLayer=new Re(s)),this._inProgressLayer.continuePlacement(n[s.source],this.placement,this._showCollisionBoxes,s,o))return;delete this._inProgressLayer}this._currentPlacementIndex--}this._done=!0},Fe.prototype.commit=function(t){return this.placement.commit(t),this.placement};var Be=512/t.EXTENT/2,Ne=function(t,e,r){this.tileID=t,this.indexedSymbolInstances={},this.bucketInstanceId=r;for(var n=0;n<e.length;n++){var i=e.get(n),a=i.key;this.indexedSymbolInstances[a]||(this.indexedSymbolInstances[a]=[]),this.indexedSymbolInstances[a].push({crossTileID:i.crossTileID,coord:this.getScaledCoordinates(i,t)})}};Ne.prototype.getScaledCoordinates=function(e,r){var n=r.canonical.z-this.tileID.canonical.z,i=Be/Math.pow(2,n);return{x:Math.floor((r.canonical.x*t.EXTENT+e.anchorX)*i),y:Math.floor((r.canonical.y*t.EXTENT+e.anchorY)*i)}},Ne.prototype.findMatches=function(t,e,r){for(var n=this.tileID.canonical.z<e.canonical.z?1:Math.pow(2,this.tileID.canonical.z-e.canonical.z),i=0;i<t.length;i++){var a=t.get(i);if(!a.crossTileID){var o=this.indexedSymbolInstances[a.key];if(o)for(var s=this.getScaledCoordinates(a,e),l=0,u=o;l<u.length;l+=1){var c=u[l];if(Math.abs(c.coord.x-s.x)<=n&&Math.abs(c.coord.y-s.y)<=n&&!r[c.crossTileID]){r[c.crossTileID]=!0,a.crossTileID=c.crossTileID;break}}}}};var je=function(){this.maxCrossTileID=0};je.prototype.generate=function(){return++this.maxCrossTileID};var Ue=function(){this.indexes={},this.usedCrossTileIDs={},this.lng=0};Ue.prototype.handleWrapJump=function(t){var e=Math.round((t-this.lng)/360);if(0!==e)for(var r in this.indexes){var n=this.indexes[r],i={};for(var a in n){var o=n[a];o.tileID=o.tileID.unwrapTo(o.tileID.wrap+e),i[o.tileID.key]=o}this.indexes[r]=i}this.lng=t},Ue.prototype.addBucket=function(t,e,r){if(this.indexes[t.overscaledZ]&&this.indexes[t.overscaledZ][t.key]){if(this.indexes[t.overscaledZ][t.key].bucketInstanceId===e.bucketInstanceId)return!1;this.removeBucketCrossTileIDs(t.overscaledZ,this.indexes[t.overscaledZ][t.key])}for(var n=0;n<e.symbolInstances.length;n++)e.symbolInstances.get(n).crossTileID=0;this.usedCrossTileIDs[t.overscaledZ]||(this.usedCrossTileIDs[t.overscaledZ]={});var i=this.usedCrossTileIDs[t.overscaledZ];for(var a in this.indexes){var o=this.indexes[a];if(Number(a)>t.overscaledZ)for(var s in o){var l=o[s];l.tileID.isChildOf(t)&&l.findMatches(e.symbolInstances,t,i)}else{var u=o[t.scaledTo(Number(a)).key];u&&u.findMatches(e.symbolInstances,t,i)}}for(var c=0;c<e.symbolInstances.length;c++){var f=e.symbolInstances.get(c);f.crossTileID||(f.crossTileID=r.generate(),i[f.crossTileID]=!0)}return void 0===this.indexes[t.overscaledZ]&&(this.indexes[t.overscaledZ]={}),this.indexes[t.overscaledZ][t.key]=new Ne(t,e.symbolInstances,e.bucketInstanceId),!0},Ue.prototype.removeBucketCrossTileIDs=function(t,e){for(var r in e.indexedSymbolInstances)for(var n=0,i=e.indexedSymbolInstances[r];n<i.length;n+=1){var a=i[n];delete this.usedCrossTileIDs[t][a.crossTileID]}},Ue.prototype.removeStaleBuckets=function(t){var e=!1;for(var r in this.indexes){var n=this.indexes[r];for(var i in n)t[n[i].bucketInstanceId]||(this.removeBucketCrossTileIDs(r,n[i]),delete n[i],e=!0)}return e};var Ve=function(){this.layerIndexes={},this.crossTileIDs=new je,this.maxBucketInstanceId=0,this.bucketsInCurrentPlacement={}};Ve.prototype.addLayer=function(t,e,r){var n=this.layerIndexes[t.id];void 0===n&&(n=this.layerIndexes[t.id]=new Ue);var i=!1,a={};n.handleWrapJump(r);for(var o=0,s=e;o<s.length;o+=1){var l=s[o],u=l.getBucket(t);u&&t.id===u.layerIds[0]&&(u.bucketInstanceId||(u.bucketInstanceId=++this.maxBucketInstanceId),n.addBucket(l.tileID,u,this.crossTileIDs)&&(i=!0),a[u.bucketInstanceId]=!0)}return n.removeStaleBuckets(a)&&(i=!0),i},Ve.prototype.pruneUnusedLayers=function(t){var e={};for(var r in t.forEach((function(t){e[t]=!0})),this.layerIndexes)e[r]||delete this.layerIndexes[r]};var He=function(e,r){return t.emitValidationErrors(e,r&&r.filter((function(t){return\"source.canvas\"!==t.identifier})))},qe=t.pick(Ht,[\"addLayer\",\"removeLayer\",\"setPaintProperty\",\"setLayoutProperty\",\"setFilter\",\"addSource\",\"removeSource\",\"setLayerZoomRange\",\"setLight\",\"setTransition\",\"setGeoJSONSourceData\"]),Ge=t.pick(Ht,[\"setCenter\",\"setZoom\",\"setBearing\",\"setPitch\"]),Ze=function(){var e={},r=t.styleSpec.$version;for(var n in t.styleSpec.$root){var i=t.styleSpec.$root[n];if(i.required){var a;null!=(a=\"version\"===n?r:\"array\"===i.type?[]:{})&&(e[n]=a)}}return e}(),Ye=function(e){function r(n,i){var a=this;void 0===i&&(i={}),e.call(this),this.map=n,this.dispatcher=new A(jt(),this),this.imageManager=new h,this.imageManager.setEventedParent(this),this.glyphManager=new x(n._requestManager,i.localIdeographFontFamily),this.lineAtlas=new k(256,512),this.crossTileSymbolIndex=new Ve,this._layers={},this._serializedLayers={},this._order=[],this.sourceCaches={},this.zoomHistory=new t.ZoomHistory,this._loaded=!1,this._availableImages=[],this._resetUpdates(),this.dispatcher.broadcast(\"setReferrer\",t.getReferrer());var o=this;this._rtlTextPluginCallback=r.registerForPluginStateChange((function(e){var r={pluginStatus:e.pluginStatus,pluginURL:e.pluginURL};o.dispatcher.broadcast(\"syncRTLPluginState\",r,(function(e,r){if(t.triggerPluginCompletionEvent(e),r&&r.every((function(t){return t})))for(var n in o.sourceCaches)o.sourceCaches[n].reload()}))})),this.on(\"data\",(function(t){if(\"source\"===t.dataType&&\"metadata\"===t.sourceDataType){var e=a.sourceCaches[t.sourceId];if(e){var r=e.getSource();if(r&&r.vectorLayerIds)for(var n in a._layers){var i=a._layers[n];i.source===r.id&&a._validateLayer(i)}}}}))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadURL=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"}));var i=\"boolean\"==typeof r.validate?r.validate:!t.isMapboxURL(e);e=this.map._requestManager.normalizeStyleURL(e,r.accessToken);var a=this.map._requestManager.transformRequest(e,t.ResourceType.Style);this._request=t.getJSON(a,(function(e,r){n._request=null,e?n.fire(new t.ErrorEvent(e)):r&&n._load(r,i)}))},r.prototype.loadJSON=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._request=t.browser.frame((function(){n._request=null,n._load(e,!1!==r.validate)}))},r.prototype.loadEmpty=function(){this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._load(Ze,!1)},r.prototype._load=function(e,r){if(!r||!He(this,t.validateStyle(e))){for(var n in this._loaded=!0,this.stylesheet=e,e.sources)this.addSource(n,e.sources[n],{validate:!1});e.sprite?this._loadSprite(e.sprite):this.imageManager.setLoaded(!0),this.glyphManager.setURL(e.glyphs);var i=Vt(this.stylesheet.layers);this._order=i.map((function(t){return t.id})),this._layers={},this._serializedLayers={};for(var a=0,o=i;a<o.length;a+=1){var s=o[a];(s=t.createStyleLayer(s)).setEventedParent(this,{layer:{id:s.id}}),this._layers[s.id]=s,this._serializedLayers[s.id]=s.serialize()}this.dispatcher.broadcast(\"setLayers\",this._serializeLayers(this._order)),this.light=new T(this.stylesheet.light),this.fire(new t.Event(\"data\",{dataType:\"style\"})),this.fire(new t.Event(\"style.load\"))}},r.prototype._loadSprite=function(e){var r=this;this._spriteRequest=function(e,r,n){var i,a,o,s=t.browser.devicePixelRatio>1?\"@2x\":\"\",l=t.getJSON(r.transformRequest(r.normalizeSpriteURL(e,s,\".json\"),t.ResourceType.SpriteJSON),(function(t,e){l=null,o||(o=t,i=e,c())})),u=t.getImage(r.transformRequest(r.normalizeSpriteURL(e,s,\".png\"),t.ResourceType.SpriteImage),(function(t,e){u=null,o||(o=t,a=e,c())}));function c(){if(o)n(o);else if(i&&a){var e=t.browser.getImageData(a),r={};for(var s in i){var l=i[s],u=l.width,c=l.height,f=l.x,h=l.y,p=l.sdf,d=l.pixelRatio,v=l.stretchX,g=l.stretchY,y=l.content,m=new t.RGBAImage({width:u,height:c});t.RGBAImage.copy(e,m,{x:f,y:h},{x:0,y:0},{width:u,height:c}),r[s]={data:m,pixelRatio:d,sdf:p,stretchX:v,stretchY:g,content:y}}n(null,r)}}return{cancel:function(){l&&(l.cancel(),l=null),u&&(u.cancel(),u=null)}}}(e,this.map._requestManager,(function(e,n){if(r._spriteRequest=null,e)r.fire(new t.ErrorEvent(e));else if(n)for(var i in n)r.imageManager.addImage(i,n[i]);r.imageManager.setLoaded(!0),r._availableImages=r.imageManager.listImages(),r.dispatcher.broadcast(\"setImages\",r._availableImages),r.fire(new t.Event(\"data\",{dataType:\"style\"}))}))},r.prototype._validateLayer=function(e){var r=this.sourceCaches[e.source];if(r){var n=e.sourceLayer;if(n){var i=r.getSource();(\"geojson\"===i.type||i.vectorLayerIds&&-1===i.vectorLayerIds.indexOf(n))&&this.fire(new t.ErrorEvent(new Error('Source layer \"'+n+'\" does not exist on source \"'+i.id+'\" as specified by style layer \"'+e.id+'\"')))}}},r.prototype.loaded=function(){if(!this._loaded)return!1;if(Object.keys(this._updatedSources).length)return!1;for(var t in this.sourceCaches)if(!this.sourceCaches[t].loaded())return!1;return!!this.imageManager.isLoaded()},r.prototype._serializeLayers=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=this._layers[i];\"custom\"!==a.type&&e.push(a.serialize())}return e},r.prototype.hasTransitions=function(){if(this.light&&this.light.hasTransition())return!0;for(var t in this.sourceCaches)if(this.sourceCaches[t].hasTransition())return!0;for(var e in this._layers)if(this._layers[e].hasTransition())return!0;return!1},r.prototype._checkLoaded=function(){if(!this._loaded)throw new Error(\"Style is not done loading\")},r.prototype.update=function(e){if(this._loaded){var r=this._changed;if(this._changed){var n=Object.keys(this._updatedLayers),i=Object.keys(this._removedLayers);for(var a in(n.length||i.length)&&this._updateWorkerLayers(n,i),this._updatedSources){var o=this._updatedSources[a];\"reload\"===o?this._reloadSource(a):\"clear\"===o&&this._clearSource(a)}for(var s in this._updateTilesForChangedImages(),this._updatedPaintProps)this._layers[s].updateTransitions(e);this.light.updateTransitions(e),this._resetUpdates()}for(var l in this.sourceCaches)this.sourceCaches[l].used=!1;for(var u=0,c=this._order;u<c.length;u+=1){var f=c[u],h=this._layers[f];h.recalculate(e,this._availableImages),!h.isHidden(e.zoom)&&h.source&&(this.sourceCaches[h.source].used=!0)}this.light.recalculate(e),this.z=e.zoom,r&&this.fire(new t.Event(\"data\",{dataType:\"style\"}))}},r.prototype._updateTilesForChangedImages=function(){var t=Object.keys(this._changedImages);if(t.length){for(var e in this.sourceCaches)this.sourceCaches[e].reloadTilesForDependencies([\"icons\",\"patterns\"],t);this._changedImages={}}},r.prototype._updateWorkerLayers=function(t,e){this.dispatcher.broadcast(\"updateLayers\",{layers:this._serializeLayers(t),removedIds:e})},r.prototype._resetUpdates=function(){this._changed=!1,this._updatedLayers={},this._removedLayers={},this._updatedSources={},this._updatedPaintProps={},this._changedImages={}},r.prototype.setState=function(e){var r=this;if(this._checkLoaded(),He(this,t.validateStyle(e)))return!1;(e=t.clone$1(e)).layers=Vt(e.layers);var n=Kt(this.serialize(),e).filter((function(t){return!(t.command in Ge)}));if(0===n.length)return!1;var i=n.filter((function(t){return!(t.command in qe)}));if(i.length>0)throw new Error(\"Unimplemented: \"+i.map((function(t){return t.command})).join(\", \")+\".\");return n.forEach((function(t){\"setTransition\"!==t.command&&r[t.command].apply(r,t.args)})),this.stylesheet=e,!0},r.prototype.addImage=function(e,r){if(this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"An image with this name already exists.\")));this.imageManager.addImage(e,r),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.updateImage=function(t,e){this.imageManager.updateImage(t,e)},r.prototype.getImage=function(t){return this.imageManager.getImage(t)},r.prototype.removeImage=function(e){if(!this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"No image with this name exists.\")));this.imageManager.removeImage(e),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.listImages=function(){return this._checkLoaded(),this.imageManager.listImages()},r.prototype.addSource=function(e,r,n){var i=this;if(void 0===n&&(n={}),this._checkLoaded(),void 0!==this.sourceCaches[e])throw new Error(\"There is already a source with this ID\");if(!r.type)throw new Error(\"The type property must be defined, but the only the following properties were given: \"+Object.keys(r).join(\", \")+\".\");if(!([\"vector\",\"raster\",\"geojson\",\"video\",\"image\"].indexOf(r.type)>=0&&this._validate(t.validateStyle.source,\"sources.\"+e,r,null,n))){this.map&&this.map._collectResourceTiming&&(r.collectResourceTiming=!0);var a=this.sourceCaches[e]=new Ot(e,r,this.dispatcher);a.style=this,a.setEventedParent(this,(function(){return{isSourceLoaded:i.loaded(),source:a.serialize(),sourceId:e}})),a.onAdd(this.map),this._changed=!0}},r.prototype.removeSource=function(e){if(this._checkLoaded(),void 0===this.sourceCaches[e])throw new Error(\"There is no source with this ID\");for(var r in this._layers)if(this._layers[r].source===e)return this.fire(new t.ErrorEvent(new Error('Source \"'+e+'\" cannot be removed while layer \"'+r+'\" is using it.')));var n=this.sourceCaches[e];delete this.sourceCaches[e],delete this._updatedSources[e],n.fire(new t.Event(\"data\",{sourceDataType:\"metadata\",dataType:\"source\",sourceId:e})),n.setEventedParent(null),n.clearTiles(),n.onRemove&&n.onRemove(this.map),this._changed=!0},r.prototype.setGeoJSONSourceData=function(t,e){this._checkLoaded(),this.sourceCaches[t].getSource().setData(e),this._changed=!0},r.prototype.getSource=function(t){return this.sourceCaches[t]&&this.sourceCaches[t].getSource()},r.prototype.addLayer=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=e.id;if(this.getLayer(i))this.fire(new t.ErrorEvent(new Error('Layer with id \"'+i+'\" already exists on this map')));else{var a;if(\"custom\"===e.type){if(He(this,t.validateCustomStyleLayer(e)))return;a=t.createStyleLayer(e)}else{if(\"object\"==typeof e.source&&(this.addSource(i,e.source),e=t.clone$1(e),e=t.extend(e,{source:i})),this._validate(t.validateStyle.layer,\"layers.\"+i,e,{arrayIndex:-1},n))return;a=t.createStyleLayer(e),this._validateLayer(a),a.setEventedParent(this,{layer:{id:i}}),this._serializedLayers[a.id]=a.serialize()}var o=r?this._order.indexOf(r):this._order.length;if(r&&-1===o)this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.')));else{if(this._order.splice(o,0,i),this._layerOrderChanged=!0,this._layers[i]=a,this._removedLayers[i]&&a.source&&\"custom\"!==a.type){var s=this._removedLayers[i];delete this._removedLayers[i],s.type!==a.type?this._updatedSources[a.source]=\"clear\":(this._updatedSources[a.source]=\"reload\",this.sourceCaches[a.source].pause())}this._updateLayer(a),a.onAdd&&a.onAdd(this.map)}}},r.prototype.moveLayer=function(e,r){if(this._checkLoaded(),this._changed=!0,this._layers[e]){if(e!==r){var n=this._order.indexOf(e);this._order.splice(n,1);var i=r?this._order.indexOf(r):this._order.length;r&&-1===i?this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.'))):(this._order.splice(i,0,e),this._layerOrderChanged=!0)}}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be moved.\")))},r.prototype.removeLayer=function(e){this._checkLoaded();var r=this._layers[e];if(r){r.setEventedParent(null);var n=this._order.indexOf(e);this._order.splice(n,1),this._layerOrderChanged=!0,this._changed=!0,this._removedLayers[e]=r,delete this._layers[e],delete this._serializedLayers[e],delete this._updatedLayers[e],delete this._updatedPaintProps[e],r.onRemove&&r.onRemove(this.map)}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be removed.\")))},r.prototype.getLayer=function(t){return this._layers[t]},r.prototype.hasLayer=function(t){return t in this._layers},r.prototype.setLayerZoomRange=function(e,r,n){this._checkLoaded();var i=this.getLayer(e);i?i.minzoom===r&&i.maxzoom===n||(null!=r&&(i.minzoom=r),null!=n&&(i.maxzoom=n),this._updateLayer(i)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot have zoom extent.\")))},r.prototype.setFilter=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=this.getLayer(e);if(i){if(!t.deepEqual(i.filter,r))return null==r?(i.filter=void 0,void this._updateLayer(i)):void(this._validate(t.validateStyle.filter,\"layers.\"+i.id+\".filter\",r,null,n)||(i.filter=t.clone$1(r),this._updateLayer(i)))}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be filtered.\")))},r.prototype.getFilter=function(e){return t.clone$1(this.getLayer(e).filter)},r.prototype.setLayoutProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getLayoutProperty(r),n)||(a.setLayoutProperty(r,n,i),this._updateLayer(a)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getLayoutProperty=function(e,r){var n=this.getLayer(e);if(n)return n.getLayoutProperty(r);this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style.\")))},r.prototype.setPaintProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getPaintProperty(r),n)||(a.setPaintProperty(r,n,i)&&this._updateLayer(a),this._changed=!0,this._updatedPaintProps[e]=!0):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getPaintProperty=function(t,e){return this.getLayer(t).getPaintProperty(e)},r.prototype.setFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=e.sourceLayer,a=this.sourceCaches[n];if(void 0!==a){var o=a.getSource().type;\"geojson\"===o&&i?this.fire(new t.ErrorEvent(new Error(\"GeoJSON sources cannot have a sourceLayer parameter.\"))):\"vector\"!==o||i?(void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),a.setFeatureState(i,e.id,r)):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.removeFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=this.sourceCaches[n];if(void 0!==i){var a=i.getSource().type,o=\"vector\"===a?e.sourceLayer:void 0;\"vector\"!==a||o?r&&\"string\"!=typeof e.id&&\"number\"!=typeof e.id?this.fire(new t.ErrorEvent(new Error(\"A feature id is requred to remove its specific state property.\"))):i.removeFeatureState(o,e.id,r):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.getFeatureState=function(e){this._checkLoaded();var r=e.source,n=e.sourceLayer,i=this.sourceCaches[r];if(void 0!==i){if(\"vector\"!==i.getSource().type||n)return void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),i.getFeatureState(n,e.id);this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+r+\"' does not exist in the map's style.\")))},r.prototype.getTransition=function(){return t.extend({duration:300,delay:0},this.stylesheet&&this.stylesheet.transition)},r.prototype.serialize=function(){return t.filterObject({version:this.stylesheet.version,name:this.stylesheet.name,metadata:this.stylesheet.metadata,light:this.stylesheet.light,center:this.stylesheet.center,zoom:this.stylesheet.zoom,bearing:this.stylesheet.bearing,pitch:this.stylesheet.pitch,sprite:this.stylesheet.sprite,glyphs:this.stylesheet.glyphs,transition:this.stylesheet.transition,sources:t.mapObject(this.sourceCaches,(function(t){return t.serialize()})),layers:this._serializeLayers(this._order)},(function(t){return void 0!==t}))},r.prototype._updateLayer=function(t){this._updatedLayers[t.id]=!0,t.source&&!this._updatedSources[t.source]&&\"raster\"!==this.sourceCaches[t.source].getSource().type&&(this._updatedSources[t.source]=\"reload\",this.sourceCaches[t.source].pause()),this._changed=!0},r.prototype._flattenAndSortRenderedFeatures=function(t){for(var e=this,r=function(t){return\"fill-extrusion\"===e._layers[t].type},n={},i=[],a=this._order.length-1;a>=0;a--){var o=this._order[a];if(r(o)){n[o]=a;for(var s=0,l=t;s<l.length;s+=1){var u=l[s][o];if(u)for(var c=0,f=u;c<f.length;c+=1){var h=f[c];i.push(h)}}}}i.sort((function(t,e){return e.intersectionZ-t.intersectionZ}));for(var p=[],d=this._order.length-1;d>=0;d--){var v=this._order[d];if(r(v))for(var g=i.length-1;g>=0;g--){var y=i[g].feature;if(n[y.layer.id]<d)break;p.push(y),i.pop()}else for(var m=0,x=t;m<x.length;m+=1){var b=x[m][v];if(b)for(var _=0,w=b;_<w.length;_+=1){var T=w[_];p.push(T.feature)}}}return p},r.prototype.queryRenderedFeatures=function(e,r,n){r&&r.filter&&this._validate(t.validateStyle.filter,\"queryRenderedFeatures.filter\",r.filter,null,r);var i={};if(r&&r.layers){if(!Array.isArray(r.layers))return this.fire(new t.ErrorEvent(new Error(\"parameters.layers must be an Array.\"))),[];for(var a=0,o=r.layers;a<o.length;a+=1){var s=o[a],l=this._layers[s];if(!l)return this.fire(new t.ErrorEvent(new Error(\"The layer '\"+s+\"' does not exist in the map's style and cannot be queried for features.\"))),[];i[l.source]=!0}}var u=[];for(var c in r.availableImages=this._availableImages,this.sourceCaches)r.layers&&!i[c]||u.push(B(this.sourceCaches[c],this._layers,this._serializedLayers,e,r,n));return this.placement&&u.push(function(t,e,r,n,i,a,o){for(var s={},l=a.queryRenderedSymbols(n),u=[],c=0,f=Object.keys(l).map(Number);c<f.length;c+=1){var h=f[c];u.push(o[h])}u.sort(N);for(var p=function(){var r=v[d],n=r.featureIndex.lookupSymbolFeatures(l[r.bucketInstanceId],e,r.bucketIndex,r.sourceLayerIndex,i.filter,i.layers,i.availableImages,t);for(var a in n){var o=s[a]=s[a]||[],u=n[a];u.sort((function(t,e){var n=r.featureSortOrder;if(n){var i=n.indexOf(t.featureIndex);return n.indexOf(e.featureIndex)-i}return e.featureIndex-t.featureIndex}));for(var c=0,f=u;c<f.length;c+=1){var h=f[c];o.push(h)}}},d=0,v=u;d<v.length;d+=1)p();var g=function(e){s[e].forEach((function(n){var i=n.feature,a=t[e],o=r[a.source].getFeatureState(i.layer[\"source-layer\"],i.id);i.source=i.layer.source,i.layer[\"source-layer\"]&&(i.sourceLayer=i.layer[\"source-layer\"]),i.state=o}))};for(var y in s)g(y);return s}(this._layers,this._serializedLayers,this.sourceCaches,e,r,this.placement.collisionIndex,this.placement.retainedQueryData)),this._flattenAndSortRenderedFeatures(u)},r.prototype.querySourceFeatures=function(e,r){r&&r.filter&&this._validate(t.validateStyle.filter,\"querySourceFeatures.filter\",r.filter,null,r);var n=this.sourceCaches[e];return n?function(t,e){for(var r=t.getRenderableIds().map((function(e){return t.getTileByID(e)})),n=[],i={},a=0;a<r.length;a++){var o=r[a],s=o.tileID.canonical.key;i[s]||(i[s]=!0,o.querySourceFeatures(n,e))}return n}(n,r):[]},r.prototype.addSourceType=function(t,e,n){return r.getSourceType(t)?n(new Error('A source type called \"'+t+'\" already exists.')):(r.setSourceType(t,e),e.workerSourceURL?void this.dispatcher.broadcast(\"loadWorkerSource\",{name:t,url:e.workerSourceURL},n):n(null,null))},r.prototype.getLight=function(){return this.light.getLight()},r.prototype.setLight=function(e,r){void 0===r&&(r={}),this._checkLoaded();var n=this.light.getLight(),i=!1;for(var a in e)if(!t.deepEqual(e[a],n[a])){i=!0;break}if(i){var o={now:t.browser.now(),transition:t.extend({duration:300,delay:0},this.stylesheet.transition)};this.light.setLight(e,r),this.light.updateTransitions(o)}},r.prototype._validate=function(e,r,n,i,a){return void 0===a&&(a={}),(!a||!1!==a.validate)&&He(this,e.call(t.validateStyle,t.extend({key:r,style:this.serialize(),value:n,styleSpec:t.styleSpec},i)))},r.prototype._remove=function(){for(var e in this._request&&(this._request.cancel(),this._request=null),this._spriteRequest&&(this._spriteRequest.cancel(),this._spriteRequest=null),t.evented.off(\"pluginStateChange\",this._rtlTextPluginCallback),this._layers)this._layers[e].setEventedParent(null);for(var r in this.sourceCaches)this.sourceCaches[r].clearTiles(),this.sourceCaches[r].setEventedParent(null);this.imageManager.setEventedParent(null),this.setEventedParent(null),this.dispatcher.remove()},r.prototype._clearSource=function(t){this.sourceCaches[t].clearTiles()},r.prototype._reloadSource=function(t){this.sourceCaches[t].resume(),this.sourceCaches[t].reload()},r.prototype._updateSources=function(t){for(var e in this.sourceCaches)this.sourceCaches[e].update(t)},r.prototype._generateCollisionBoxes=function(){for(var t in this.sourceCaches)this._reloadSource(t)},r.prototype._updatePlacement=function(e,r,n,i,a){void 0===a&&(a=!1);for(var o=!1,s=!1,l={},u=0,c=this._order;u<c.length;u+=1){var f=c[u],h=this._layers[f];if(\"symbol\"===h.type){if(!l[h.source]){var p=this.sourceCaches[h.source];l[h.source]=p.getRenderableIds(!0).map((function(t){return p.getTileByID(t)})).sort((function(t,e){return e.tileID.overscaledZ-t.tileID.overscaledZ||(t.tileID.isLessThan(e.tileID)?-1:1)}))}var d=this.crossTileSymbolIndex.addLayer(h,l[h.source],e.center.lng);o=o||d}}if(this.crossTileSymbolIndex.pruneUnusedLayers(this._order),((a=a||this._layerOrderChanged||0===n)||!this.pauseablePlacement||this.pauseablePlacement.isDone()&&!this.placement.stillRecent(t.browser.now(),e.zoom))&&(this.pauseablePlacement=new Fe(e,this._order,a,r,n,i,this.placement),this._layerOrderChanged=!1),this.pauseablePlacement.isDone()?this.placement.setStale():(this.pauseablePlacement.continuePlacement(this._order,this._layers,l),this.pauseablePlacement.isDone()&&(this.placement=this.pauseablePlacement.commit(t.browser.now()),s=!0),o&&this.pauseablePlacement.placement.setStale()),s||o)for(var v=0,g=this._order;v<g.length;v+=1){var y=g[v],m=this._layers[y];\"symbol\"===m.type&&this.placement.updateLayerOpacities(m,l[m.source])}return!this.pauseablePlacement.isDone()||this.placement.hasTransitions(t.browser.now())},r.prototype._releaseSymbolFadeTiles=function(){for(var t in this.sourceCaches)this.sourceCaches[t].releaseSymbolFadeTiles()},r.prototype.getImages=function(t,e,r){this.imageManager.getImages(e.icons,r),this._updateTilesForChangedImages();var n=this.sourceCaches[e.source];n&&n.setDependencies(e.tileID.key,e.type,e.icons)},r.prototype.getGlyphs=function(t,e,r){this.glyphManager.getGlyphs(e.stacks,r)},r.prototype.getResource=function(e,r,n){return t.makeRequest(r,n)},r}(t.Evented);Ye.getSourceType=function(t){return R[t]},Ye.setSourceType=function(t,e){R[t]=e},Ye.registerForPluginStateChange=t.registerForPluginStateChange;var We=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2}]),Xe=_r(\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\",\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\\nvec2 unpack_float(const float packedValue) {int packedIntValue=int(packedValue);int v0=packedIntValue/256;return vec2(v0,packedIntValue-v0*256);}vec2 unpack_opacity(const float packedOpacity) {int intOpacity=int(packedOpacity)/2;return vec2(float(intOpacity)/127.0,mod(packedOpacity,2.0));}vec4 decode_color(const vec2 encodedColor) {return vec4(unpack_float(encodedColor[0])/255.0,unpack_float(encodedColor[1])/255.0\\n);}float unpack_mix_vec2(const vec2 packedValue,const float t) {return mix(packedValue[0],packedValue[1],t);}vec4 unpack_mix_color(const vec4 packedColors,const float t) {vec4 minColor=decode_color(vec2(packedColors[0],packedColors[1]));vec4 maxColor=decode_color(vec2(packedColors[2],packedColors[3]));return mix(minColor,maxColor,t);}vec2 get_pattern_pos(const vec2 pixel_coord_upper,const vec2 pixel_coord_lower,const vec2 pattern_size,const float tile_units_to_pixels,const vec2 pos) {vec2 offset=mod(mod(mod(pixel_coord_upper,pattern_size)*256.0,pattern_size)*256.0+pixel_coord_lower,pattern_size);return (tile_units_to_pixels*pos+offset)/pattern_size;}\"),Je=_r(\"uniform vec4 u_color;uniform float u_opacity;void main() {gl_FragColor=u_color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),Ke=_r(\"uniform vec2 u_pattern_tl_a;uniform vec2 u_pattern_br_a;uniform vec2 u_pattern_tl_b;uniform vec2 u_pattern_br_b;uniform vec2 u_texsize;uniform float u_mix;uniform float u_opacity;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(u_pattern_tl_a/u_texsize,u_pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(u_pattern_tl_b/u_texsize,u_pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_mix)*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pattern_size_a;uniform vec2 u_pattern_size_b;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_scale_a;uniform float u_scale_b;uniform float u_tile_units_to_pixels;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_a*u_pattern_size_a,u_tile_units_to_pixels,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_b*u_pattern_size_b,u_tile_units_to_pixels,a_pos);}\"),$e=_r(\"varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=v_data.xy;float extrude_length=length(extrude);lowp float antialiasblur=v_data.z;float antialiased_blur=-max(blur,antialiasblur);float opacity_t=smoothstep(0.0,antialiased_blur,extrude_length-1.0);float color_t=stroke_width < 0.01 ? 0.0 : smoothstep(antialiased_blur,0.0,extrude_length-radius/(radius+stroke_width));gl_FragColor=opacity_t*mix(color*opacity,stroke_color*stroke_opacity,color_t);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform bool u_scale_with_map;uniform bool u_pitch_with_map;uniform vec2 u_extrude_scale;uniform lowp float u_device_pixel_ratio;uniform highp float u_camera_to_center_distance;attribute vec2 a_pos;varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main(void) {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=vec2(mod(a_pos,2.0)*2.0-1.0);vec2 circle_center=floor(a_pos*0.5);if (u_pitch_with_map) {vec2 corner_position=circle_center;if (u_scale_with_map) {corner_position+=extrude*(radius+stroke_width)*u_extrude_scale;} else {vec4 projected_center=u_matrix*vec4(circle_center,0,1);corner_position+=extrude*(radius+stroke_width)*u_extrude_scale*(projected_center.w/u_camera_to_center_distance);}gl_Position=u_matrix*vec4(corner_position,0,1);} else {gl_Position=u_matrix*vec4(circle_center,0,1);if (u_scale_with_map) {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*u_camera_to_center_distance;} else {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*gl_Position.w;}}lowp float antialiasblur=1.0/u_device_pixel_ratio/(radius+stroke_width);v_data=vec3(extrude.x,extrude.y,antialiasblur);}\"),Qe=_r(\"void main() {gl_FragColor=vec4(1.0);}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),tr=_r(\"uniform highp float u_intensity;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main() {\\n#pragma mapbox: initialize highp float weight\\nfloat d=-0.5*3.0*3.0*dot(v_extrude,v_extrude);float val=weight*u_intensity*GAUSS_COEF*exp(d);gl_FragColor=vec4(val,1.0,1.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform float u_extrude_scale;uniform float u_opacity;uniform float u_intensity;attribute vec2 a_pos;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#pragma mapbox: define mediump float radius\\nconst highp float ZERO=1.0/255.0/16.0;\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main(void) {\\n#pragma mapbox: initialize highp float weight\\n#pragma mapbox: initialize mediump float radius\\nvec2 unscaled_extrude=vec2(mod(a_pos,2.0)*2.0-1.0);float S=sqrt(-2.0*log(ZERO/weight/u_intensity/GAUSS_COEF))/3.0;v_extrude=S*unscaled_extrude;vec2 extrude=v_extrude*radius*u_extrude_scale;vec4 pos=vec4(floor(a_pos*0.5)+extrude,0,1);gl_Position=u_matrix*pos;}\"),er=_r(\"uniform sampler2D u_image;uniform sampler2D u_color_ramp;uniform float u_opacity;varying vec2 v_pos;void main() {float t=texture2D(u_image,v_pos).r;vec4 color=texture2D(u_color_ramp,vec2(t,0.5));gl_FragColor=color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(0.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;attribute vec2 a_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos*u_world,0,1);v_pos.x=a_pos.x;v_pos.y=1.0-a_pos.y;}\"),rr=_r(\"varying float v_placed;varying float v_notUsed;void main() {float alpha=0.5;gl_FragColor=vec4(1.0,0.0,0.0,1.0)*alpha;if (v_placed > 0.5) {gl_FragColor=vec4(0.0,0.0,1.0,0.5)*alpha;}if (v_notUsed > 0.5) {gl_FragColor*=.1;}}\",\"attribute vec2 a_pos;attribute vec2 a_anchor_pos;attribute vec2 a_extrude;attribute vec2 a_placed;attribute vec2 a_shift;uniform mat4 u_matrix;uniform vec2 u_extrude_scale;uniform float u_camera_to_center_distance;varying float v_placed;varying float v_notUsed;void main() {vec4 projectedPoint=u_matrix*vec4(a_anchor_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);gl_Position=u_matrix*vec4(a_pos,0.0,1.0);gl_Position.xy+=(a_extrude+a_shift)*u_extrude_scale*gl_Position.w*collision_perspective_ratio;v_placed=a_placed.x;v_notUsed=a_placed.y;}\"),nr=_r(\"varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;void main() {float alpha=0.5*min(v_perspective_ratio,1.0);float stroke_radius=0.9*max(v_perspective_ratio,1.0);float distance_to_center=length(v_extrude);float distance_to_edge=abs(distance_to_center-v_radius);float opacity_t=smoothstep(-stroke_radius,0.0,-distance_to_edge);vec4 color=mix(vec4(0.0,0.0,1.0,0.5),vec4(1.0,0.0,0.0,1.0),v_collision);gl_FragColor=color*alpha*opacity_t;}\",\"attribute vec2 a_pos;attribute float a_radius;attribute vec2 a_flags;uniform mat4 u_matrix;uniform mat4 u_inv_matrix;uniform vec2 u_viewport_size;uniform float u_camera_to_center_distance;varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;vec3 toTilePosition(vec2 screenPos) {vec4 rayStart=u_inv_matrix*vec4(screenPos,-1.0,1.0);vec4 rayEnd  =u_inv_matrix*vec4(screenPos, 1.0,1.0);rayStart.xyz/=rayStart.w;rayEnd.xyz  /=rayEnd.w;highp float t=(0.0-rayStart.z)/(rayEnd.z-rayStart.z);return mix(rayStart.xyz,rayEnd.xyz,t);}void main() {vec2 quadCenterPos=a_pos;float radius=a_radius;float collision=a_flags.x;float vertexIdx=a_flags.y;vec2 quadVertexOffset=vec2(mix(-1.0,1.0,float(vertexIdx >=2.0)),mix(-1.0,1.0,float(vertexIdx >=1.0 && vertexIdx <=2.0)));vec2 quadVertexExtent=quadVertexOffset*radius;vec3 tilePos=toTilePosition(quadCenterPos);vec4 clipPos=u_matrix*vec4(tilePos,1.0);highp float camera_to_anchor_distance=clipPos.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);float padding_factor=1.2;v_radius=radius;v_extrude=quadVertexExtent*padding_factor;v_perspective_ratio=collision_perspective_ratio;v_collision=collision;gl_Position=vec4(clipPos.xyz/clipPos.w,1.0)+vec4(quadVertexExtent*padding_factor/u_viewport_size*2.0,0.0,0.0);}\"),ir=_r(\"uniform highp vec4 u_color;uniform sampler2D u_overlay;varying vec2 v_uv;void main() {vec4 overlay_color=texture2D(u_overlay,v_uv);gl_FragColor=mix(u_color,overlay_color,overlay_color.a);}\",\"attribute vec2 a_pos;varying vec2 v_uv;uniform mat4 u_matrix;uniform float u_overlay_scale;void main() {v_uv=a_pos/8192.0;gl_Position=u_matrix*vec4(a_pos*u_overlay_scale,0,1);}\"),ar=_r(\"#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_FragColor=color*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);}\"),or=_r(\"varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=outline_color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;uniform vec2 u_world;varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),sr=_r(\"uniform vec2 u_texsize;uniform sampler2D u_image;uniform float u_fade;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);float dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=mix(color1,color2,u_fade)*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;gl_Position=u_matrix*vec4(a_pos,0,1);vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,a_pos);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),lr=_r(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_fade)*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileZoomRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileZoomRatio,a_pos);}\"),ur=_r(\"varying vec4 v_color;void main() {gl_FragColor=v_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;uniform float u_vertical_gradient;uniform lowp float u_opacity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec4 v_color;\\n#pragma mapbox: define highp float base\\n#pragma mapbox: define highp float height\\n#pragma mapbox: define highp vec4 color\\nvoid main() {\\n#pragma mapbox: initialize highp float base\\n#pragma mapbox: initialize highp float height\\n#pragma mapbox: initialize highp vec4 color\\nvec3 normal=a_normal_ed.xyz;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);gl_Position=u_matrix*vec4(a_pos,t > 0.0 ? height : base,1);float colorvalue=color.r*0.2126+color.g*0.7152+color.b*0.0722;v_color=vec4(0.0,0.0,0.0,1.0);vec4 ambientlight=vec4(0.03,0.03,0.03,1.0);color+=ambientlight;float directional=clamp(dot(normal/16384.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((1.0-colorvalue+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_color.r+=clamp(color.r*directional*u_lightcolor.r,mix(0.0,0.3,1.0-u_lightcolor.r),1.0);v_color.g+=clamp(color.g*directional*u_lightcolor.g,mix(0.0,0.3,1.0-u_lightcolor.g),1.0);v_color.b+=clamp(color.b*directional*u_lightcolor.b,mix(0.0,0.3,1.0-u_lightcolor.b),1.0);v_color*=u_opacity;}\"),cr=_r(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);vec4 mixedColor=mix(color1,color2,u_fade);gl_FragColor=mixedColor*v_lighting;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_height_factor;uniform vec3 u_scale;uniform float u_vertical_gradient;uniform lowp float u_opacity;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec3 normal=a_normal_ed.xyz;float edgedistance=a_normal_ed.w;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);float z=t > 0.0 ? height : base;gl_Position=u_matrix*vec4(a_pos,z,1);vec2 pos=normal.x==1.0 && normal.y==0.0 && normal.z==16384.0\\n? a_pos\\n: vec2(edgedistance,z*u_height_factor);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,pos);v_lighting=vec4(0.0,0.0,0.0,1.0);float directional=clamp(dot(normal/16383.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((0.5+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_lighting.rgb+=clamp(directional*u_lightcolor,mix(vec3(0.0),vec3(0.3),1.0-u_lightcolor),vec3(1.0));v_lighting*=u_opacity;}\"),fr=_r(\"#ifdef GL_ES\\nprecision highp float;\\n#endif\\nuniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_dimension;uniform float u_zoom;uniform float u_maxzoom;uniform vec4 u_unpack;float getElevation(vec2 coord,float bias) {vec4 data=texture2D(u_image,coord)*255.0;data.a=-1.0;return dot(data,u_unpack)/4.0;}void main() {vec2 epsilon=1.0/u_dimension;float a=getElevation(v_pos+vec2(-epsilon.x,-epsilon.y),0.0);float b=getElevation(v_pos+vec2(0,-epsilon.y),0.0);float c=getElevation(v_pos+vec2(epsilon.x,-epsilon.y),0.0);float d=getElevation(v_pos+vec2(-epsilon.x,0),0.0);float e=getElevation(v_pos,0.0);float f=getElevation(v_pos+vec2(epsilon.x,0),0.0);float g=getElevation(v_pos+vec2(-epsilon.x,epsilon.y),0.0);float h=getElevation(v_pos+vec2(0,epsilon.y),0.0);float i=getElevation(v_pos+vec2(epsilon.x,epsilon.y),0.0);float exaggeration=u_zoom < 2.0 ? 0.4 : u_zoom < 4.5 ? 0.35 : 0.3;vec2 deriv=vec2((c+f+f+i)-(a+d+d+g),(g+h+h+i)-(a+b+b+c))/ pow(2.0,(u_zoom-u_maxzoom)*exaggeration+19.2562-u_zoom);gl_FragColor=clamp(vec4(deriv.x/2.0+0.5,deriv.y/2.0+0.5,1.0,1.0),0.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_dimension;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);highp vec2 epsilon=1.0/u_dimension;float scale=(u_dimension.x-2.0)/u_dimension.x;v_pos=(a_texture_pos/8192.0)*scale+epsilon;}\"),hr=_r(\"uniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_latrange;uniform vec2 u_light;uniform vec4 u_shadow;uniform vec4 u_highlight;uniform vec4 u_accent;\\n#define PI 3.141592653589793\\nvoid main() {vec4 pixel=texture2D(u_image,v_pos);vec2 deriv=((pixel.rg*2.0)-1.0);float scaleFactor=cos(radians((u_latrange[0]-u_latrange[1])*(1.0-v_pos.y)+u_latrange[1]));float slope=atan(1.25*length(deriv)/scaleFactor);float aspect=deriv.x !=0.0 ? atan(deriv.y,-deriv.x) : PI/2.0*(deriv.y > 0.0 ? 1.0 :-1.0);float intensity=u_light.x;float azimuth=u_light.y+PI;float base=1.875-intensity*1.75;float maxValue=0.5*PI;float scaledSlope=intensity !=0.5 ? ((pow(base,slope)-1.0)/(pow(base,maxValue)-1.0))*maxValue : slope;float accent=cos(scaledSlope);vec4 accent_color=(1.0-accent)*u_accent*clamp(intensity*2.0,0.0,1.0);float shade=abs(mod((aspect+azimuth)/PI+0.5,2.0)-1.0);vec4 shade_color=mix(u_shadow,u_highlight,shade)*sin(scaledSlope)*clamp(intensity*2.0,0.0,1.0);gl_FragColor=accent_color*(1.0-shade_color.a)+shade_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos=a_texture_pos/8192.0;}\"),pr=_r(\"uniform lowp float u_device_pixel_ratio;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform vec2 u_units_to_pixels;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_linesofar;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),dr=_r(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);vec4 color=texture2D(u_image,vec2(v_lineprogress,0.5));gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define MAX_LINE_DISTANCE 32767.0\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_lineprogress=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0/MAX_LINE_DISTANCE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),vr=_r(\"uniform lowp float u_device_pixel_ratio;uniform vec2 u_texsize;uniform float u_fade;uniform mediump vec3 u_scale;uniform sampler2D u_image;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;vec2 pattern_size_a=vec2(display_size_a.x*fromScale/tileZoomRatio,display_size_a.y);vec2 pattern_size_b=vec2(display_size_b.x*toScale/tileZoomRatio,display_size_b.y);float aspect_a=display_size_a.y/v_width;float aspect_b=display_size_b.y/v_width;float dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float x_a=mod(v_linesofar/pattern_size_a.x*aspect_a,1.0);float x_b=mod(v_linesofar/pattern_size_b.x*aspect_b,1.0);float y=0.5*v_normal.y+0.5;vec2 texel_size=1.0/u_texsize;vec2 pos_a=mix(pattern_tl_a*texel_size-texel_size,pattern_br_a*texel_size+texel_size,vec2(x_a,y));vec2 pos_b=mix(pattern_tl_b*texel_size-texel_size,pattern_br_b*texel_size+texel_size,vec2(x_b,y));vec4 color=mix(texture2D(u_image,pos_a),texture2D(u_image,pos_b),u_fade);gl_FragColor=color*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform vec2 u_units_to_pixels;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_linesofar=a_linesofar;v_width2=vec2(outset,inset);v_width=floorwidth;}\"),gr=_r(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;uniform float u_sdfgamma;uniform float u_mix;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float sdfdist_a=texture2D(u_image,v_tex_a).a;float sdfdist_b=texture2D(u_image,v_tex_b).a;float sdfdist=mix(sdfdist_a,sdfdist_b,u_mix);alpha*=smoothstep(0.5-u_sdfgamma/floorwidth,0.5+u_sdfgamma/floorwidth,sdfdist);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_patternscale_a;uniform float u_tex_y_a;uniform vec2 u_patternscale_b;uniform float u_tex_y_b;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_tex_a=vec2(a_linesofar*u_patternscale_a.x/floorwidth,normal.y*u_patternscale_a.y+u_tex_y_a);v_tex_b=vec2(a_linesofar*u_patternscale_b.x/floorwidth,normal.y*u_patternscale_b.y+u_tex_y_b);v_width2=vec2(outset,inset);}\"),yr=_r(\"uniform float u_fade_t;uniform float u_opacity;uniform sampler2D u_image0;uniform sampler2D u_image1;varying vec2 v_pos0;varying vec2 v_pos1;uniform float u_brightness_low;uniform float u_brightness_high;uniform float u_saturation_factor;uniform float u_contrast_factor;uniform vec3 u_spin_weights;void main() {vec4 color0=texture2D(u_image0,v_pos0);vec4 color1=texture2D(u_image1,v_pos1);if (color0.a > 0.0) {color0.rgb=color0.rgb/color0.a;}if (color1.a > 0.0) {color1.rgb=color1.rgb/color1.a;}vec4 color=mix(color0,color1,u_fade_t);color.a*=u_opacity;vec3 rgb=color.rgb;rgb=vec3(dot(rgb,u_spin_weights.xyz),dot(rgb,u_spin_weights.zxy),dot(rgb,u_spin_weights.yzx));float average=(color.r+color.g+color.b)/3.0;rgb+=(average-rgb)*u_saturation_factor;rgb=(rgb-0.5)*u_contrast_factor+0.5;vec3 u_high_vec=vec3(u_brightness_low,u_brightness_low,u_brightness_low);vec3 u_low_vec=vec3(u_brightness_high,u_brightness_high,u_brightness_high);gl_FragColor=vec4(mix(u_high_vec,u_low_vec,rgb)*color.a,color.a);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_tl_parent;uniform float u_scale_parent;uniform float u_buffer_scale;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos0;varying vec2 v_pos1;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos0=(((a_texture_pos/8192.0)-0.5)/u_buffer_scale )+0.5;v_pos1=(v_pos0*u_scale_parent)+u_tl_parent;}\"),mr=_r(\"uniform sampler2D u_texture;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nlowp float alpha=opacity*v_fade_opacity;gl_FragColor=texture2D(u_texture,v_tex)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform highp float u_camera_to_center_distance;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform float u_fade_change;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform vec2 u_texsize;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;vec2 a_minFontScale=a_pixeloffset.zw/256.0;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*max(a_minFontScale,fontScale)+a_pxoffset/16.0),0.0,1.0);v_tex=a_tex/u_texsize;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;v_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));}\"),xr=_r(\"#define SDF_PX 8.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;uniform bool u_is_text;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat EDGE_GAMMA=0.105/u_device_pixel_ratio;vec2 tex=v_data0.xy;float gamma_scale=v_data1.x;float size=v_data1.y;float fade_opacity=v_data1[2];float fontScale=u_is_text ? size/24.0 : size;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale+a_pxoffset),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0=a_tex/u_texsize;v_data1=vec3(gamma_scale,size,interpolated_fade_opacity);}\"),br=_r(\"#define SDF_PX 8.0\\n#define SDF 1.0\\n#define ICON 0.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform sampler2D u_texture_icon;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat fade_opacity=v_data1[2];if (v_data1.w==ICON) {vec2 tex_icon=v_data0.zw;lowp float alpha=opacity*fade_opacity;gl_FragColor=texture2D(u_texture_icon,tex_icon)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\nreturn;}vec2 tex=v_data0.xy;float EDGE_GAMMA=0.105/u_device_pixel_ratio;float gamma_scale=v_data1.x;float size=v_data1.y;float fontScale=size/24.0;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;uniform vec2 u_texsize_icon;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);float is_sdf=a_size[0]-2.0*a_size_min;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=size/24.0;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0.xy=a_tex/u_texsize;v_data0.zw=a_tex/u_texsize_icon;v_data1=vec4(gamma_scale,size,interpolated_fade_opacity,is_sdf);}\");function _r(t,e){var r=/#pragma mapbox: ([\\w]+) ([\\w]+) ([\\w]+) ([\\w]+)/g,n={};return{fragmentSource:t=t.replace(r,(function(t,e,r,i,a){return n[a]=!0,\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nvarying \"+r+\" \"+i+\" \"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"\\n#ifdef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\"})),vertexSource:e=e.replace(r,(function(t,e,r,i,a){var o=\"float\"===i?\"vec2\":\"vec4\",s=a.match(/color/)?\"color\":o;return n[a]?\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nuniform lowp float u_\"+a+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+a+\";\\nvarying \"+r+\" \"+i+\" \"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+a+\" = a_\"+a+\";\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+a+\" = unpack_mix_\"+s+\"(a_\"+a+\", u_\"+a+\"_t);\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nuniform lowp float u_\"+a+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = a_\"+a+\";\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = unpack_mix_\"+s+\"(a_\"+a+\", u_\"+a+\"_t);\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\"}))}}var wr=Object.freeze({__proto__:null,prelude:Xe,background:Je,backgroundPattern:Ke,circle:$e,clippingMask:Qe,heatmap:tr,heatmapTexture:er,collisionBox:rr,collisionCircle:nr,debug:ir,fill:ar,fillOutline:or,fillOutlinePattern:sr,fillPattern:lr,fillExtrusion:ur,fillExtrusionPattern:cr,hillshadePrepare:fr,hillshade:hr,line:pr,lineGradient:dr,linePattern:vr,lineSDF:gr,raster:yr,symbolIcon:mr,symbolSDF:xr,symbolTextAndIcon:br}),Tr=function(){this.boundProgram=null,this.boundLayoutVertexBuffer=null,this.boundPaintVertexBuffers=[],this.boundIndexBuffer=null,this.boundVertexOffset=null,this.boundDynamicVertexBuffer=null,this.vao=null};Tr.prototype.bind=function(t,e,r,n,i,a,o,s){this.context=t;for(var l=this.boundPaintVertexBuffers.length!==n.length,u=0;!l&&u<n.length;u++)this.boundPaintVertexBuffers[u]!==n[u]&&(l=!0);var c=!this.vao||this.boundProgram!==e||this.boundLayoutVertexBuffer!==r||l||this.boundIndexBuffer!==i||this.boundVertexOffset!==a||this.boundDynamicVertexBuffer!==o||this.boundDynamicVertexBuffer2!==s;!t.extVertexArrayObject||c?this.freshBind(e,r,n,i,a,o,s):(t.bindVertexArrayOES.set(this.vao),o&&o.bind(),i&&i.dynamicDraw&&i.bind(),s&&s.bind())},Tr.prototype.freshBind=function(t,e,r,n,i,a,o){var s,l=t.numAttributes,u=this.context,c=u.gl;if(u.extVertexArrayObject)this.vao&&this.destroy(),this.vao=u.extVertexArrayObject.createVertexArrayOES(),u.bindVertexArrayOES.set(this.vao),s=0,this.boundProgram=t,this.boundLayoutVertexBuffer=e,this.boundPaintVertexBuffers=r,this.boundIndexBuffer=n,this.boundVertexOffset=i,this.boundDynamicVertexBuffer=a,this.boundDynamicVertexBuffer2=o;else{s=u.currentNumAttributes||0;for(var f=l;f<s;f++)c.disableVertexAttribArray(f)}e.enableAttributes(c,t);for(var h=0,p=r;h<p.length;h+=1)p[h].enableAttributes(c,t);a&&a.enableAttributes(c,t),o&&o.enableAttributes(c,t),e.bind(),e.setVertexAttribPointers(c,t,i);for(var d=0,v=r;d<v.length;d+=1){var g=v[d];g.bind(),g.setVertexAttribPointers(c,t,i)}a&&(a.bind(),a.setVertexAttribPointers(c,t,i)),n&&n.bind(),o&&(o.bind(),o.setVertexAttribPointers(c,t,i)),u.currentNumAttributes=l},Tr.prototype.destroy=function(){this.vao&&(this.context.extVertexArrayObject.deleteVertexArrayOES(this.vao),this.vao=null)};var kr=function(t,e,r,n,i){var a=t.gl;this.program=a.createProgram();var o=r?r.defines():[];i&&o.push(\"#define OVERDRAW_INSPECTOR;\");var s=o.concat(Xe.fragmentSource,e.fragmentSource).join(\"\\n\"),l=o.concat(Xe.vertexSource,e.vertexSource).join(\"\\n\"),u=a.createShader(a.FRAGMENT_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(u,s),a.compileShader(u),a.attachShader(this.program,u);var c=a.createShader(a.VERTEX_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(c,l),a.compileShader(c),a.attachShader(this.program,c);for(var f=r?r.layoutAttributes:[],h=0;h<f.length;h++)a.bindAttribLocation(this.program,h,f[h].name);a.linkProgram(this.program),a.deleteShader(c),a.deleteShader(u),this.numAttributes=a.getProgramParameter(this.program,a.ACTIVE_ATTRIBUTES),this.attributes={};for(var p={},d=0;d<this.numAttributes;d++){var v=a.getActiveAttrib(this.program,d);v&&(this.attributes[v.name]=a.getAttribLocation(this.program,v.name))}for(var g=a.getProgramParameter(this.program,a.ACTIVE_UNIFORMS),y=0;y<g;y++){var m=a.getActiveUniform(this.program,y);m&&(p[m.name]=a.getUniformLocation(this.program,m.name))}this.fixedUniforms=n(t,p),this.binderUniforms=r?r.getUniforms(t,p):[]}}};function Ar(t,e,r){var n=1/ge(r,1,e.transform.tileZoom),i=Math.pow(2,r.tileID.overscaledZ),a=r.tileSize*Math.pow(2,e.transform.tileZoom)/i,o=a*(r.tileID.canonical.x+r.tileID.wrap*i),s=a*r.tileID.canonical.y;return{u_image:0,u_texsize:r.imageAtlasTexture.size,u_scale:[n,t.fromScale,t.toScale],u_fade:t.t,u_pixel_coord_upper:[o>>16,s>>16],u_pixel_coord_lower:[65535&o,65535&s]}}kr.prototype.draw=function(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v){var g,y=t.gl;if(!this.failedToCreate){for(var m in t.program.set(this.program),t.setDepthMode(r),t.setStencilMode(n),t.setColorMode(i),t.setCullFace(a),this.fixedUniforms)this.fixedUniforms[m].set(o[m]);p&&p.setUniforms(t,this.binderUniforms,f,{zoom:h});for(var x=(g={},g[y.LINES]=2,g[y.TRIANGLES]=3,g[y.LINE_STRIP]=1,g)[e],b=0,_=c.get();b<_.length;b+=1){var w=_[b],T=w.vaos||(w.vaos={});(T[s]||(T[s]=new Tr)).bind(t,this,l,p?p.getPaintVertexBuffers():[],u,w.vertexOffset,d,v),y.drawElements(e,w.primitiveLength*x,y.UNSIGNED_SHORT,w.primitiveOffset*x*2)}}};var Mr=function(e,r,n,i){var a=r.style.light,o=a.properties.get(\"position\"),s=[o.x,o.y,o.z],l=t.create$1();\"viewport\"===a.properties.get(\"anchor\")&&t.fromRotation(l,-r.transform.angle),t.transformMat3(s,s,l);var u=a.properties.get(\"color\");return{u_matrix:e,u_lightpos:s,u_lightintensity:a.properties.get(\"intensity\"),u_lightcolor:[u.r,u.g,u.b],u_vertical_gradient:+n,u_opacity:i}},Sr=function(e,r,n,i,a,o,s){return t.extend(Mr(e,r,n,i),Ar(o,r,s),{u_height_factor:-Math.pow(2,a.overscaledZ)/s.tileSize/8})},Er=function(t){return{u_matrix:t}},Lr=function(e,r,n,i){return t.extend(Er(e),Ar(n,r,i))},Cr=function(t,e){return{u_matrix:t,u_world:e}},Pr=function(e,r,n,i,a){return t.extend(Lr(e,r,n,i),{u_world:a})},Or=function(e,r,n,i){var a,o,s=e.transform;if(\"map\"===i.paint.get(\"circle-pitch-alignment\")){var l=ge(n,1,s.zoom);a=!0,o=[l,l]}else a=!1,o=s.pixelsToGLUnits;return{u_camera_to_center_distance:s.cameraToCenterDistance,u_scale_with_map:+(\"map\"===i.paint.get(\"circle-pitch-scale\")),u_matrix:e.translatePosMatrix(r.posMatrix,n,i.paint.get(\"circle-translate\"),i.paint.get(\"circle-translate-anchor\")),u_pitch_with_map:+a,u_device_pixel_ratio:t.browser.devicePixelRatio,u_extrude_scale:o}},Ir=function(t,e,r){var n=ge(r,1,e.zoom),i=Math.pow(2,e.zoom-r.tileID.overscaledZ),a=r.tileID.overscaleFactor();return{u_matrix:t,u_camera_to_center_distance:e.cameraToCenterDistance,u_pixels_to_tile_units:n,u_extrude_scale:[e.pixelsToGLUnits[0]/(n*i),e.pixelsToGLUnits[1]/(n*i)],u_overscale_factor:a}},Dr=function(t,e,r){return{u_matrix:t,u_inv_matrix:e,u_camera_to_center_distance:r.cameraToCenterDistance,u_viewport_size:[r.width,r.height]}},zr=function(t,e,r){return void 0===r&&(r=1),{u_matrix:t,u_color:e,u_overlay:0,u_overlay_scale:r}},Rr=function(t){return{u_matrix:t}},Fr=function(t,e,r,n){return{u_matrix:t,u_extrude_scale:ge(e,1,r),u_intensity:n}},Br=function(e,r,n,i){var a=t.create();t.ortho(a,0,e.width,e.height,0,0,1);var o=e.context.gl;return{u_matrix:a,u_world:[o.drawingBufferWidth,o.drawingBufferHeight],u_image:n,u_color_ramp:i,u_opacity:r.paint.get(\"heatmap-opacity\")}},Nr=function(e,r,n){var i=n.paint.get(\"hillshade-shadow-color\"),a=n.paint.get(\"hillshade-highlight-color\"),o=n.paint.get(\"hillshade-accent-color\"),s=n.paint.get(\"hillshade-illumination-direction\")*(Math.PI/180);\"viewport\"===n.paint.get(\"hillshade-illumination-anchor\")&&(s-=e.transform.angle);var l,u,c,f=!e.options.moving;return{u_matrix:e.transform.calculatePosMatrix(r.tileID.toUnwrapped(),f),u_image:0,u_latrange:(l=r.tileID,u=Math.pow(2,l.canonical.z),c=l.canonical.y,[new t.MercatorCoordinate(0,c/u).toLngLat().lat,new t.MercatorCoordinate(0,(c+1)/u).toLngLat().lat]),u_light:[n.paint.get(\"hillshade-exaggeration\"),s],u_shadow:i,u_highlight:a,u_accent:o}},jr=function(e,r,n){var i=r.stride,a=t.create();return t.ortho(a,0,t.EXTENT,-t.EXTENT,0,0,1),t.translate(a,a,[0,-t.EXTENT,0]),{u_matrix:a,u_image:1,u_dimension:[i,i],u_zoom:e.overscaledZ,u_maxzoom:n,u_unpack:r.getUnpackVector()}};var Ur=function(e,r,n){var i=e.transform;return{u_matrix:Zr(e,r,n),u_ratio:1/ge(r,1,i.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_units_to_pixels:[1/i.pixelsToGLUnits[0],1/i.pixelsToGLUnits[1]]}},Vr=function(e,r,n){return t.extend(Ur(e,r,n),{u_image:0})},Hr=function(e,r,n,i){var a=e.transform,o=Gr(r,a);return{u_matrix:Zr(e,r,n),u_texsize:r.imageAtlasTexture.size,u_ratio:1/ge(r,1,a.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_image:0,u_scale:[o,i.fromScale,i.toScale],u_fade:i.t,u_units_to_pixels:[1/a.pixelsToGLUnits[0],1/a.pixelsToGLUnits[1]]}},qr=function(e,r,n,i,a){var o=e.transform,s=e.lineAtlas,l=Gr(r,o),u=\"round\"===n.layout.get(\"line-cap\"),c=s.getDash(i.from,u),f=s.getDash(i.to,u),h=c.width*a.fromScale,p=f.width*a.toScale;return t.extend(Ur(e,r,n),{u_patternscale_a:[l/h,-c.height/2],u_patternscale_b:[l/p,-f.height/2],u_sdfgamma:s.width/(256*Math.min(h,p)*t.browser.devicePixelRatio)/2,u_image:0,u_tex_y_a:c.y,u_tex_y_b:f.y,u_mix:a.t})};function Gr(t,e){return 1/ge(t,1,e.tileZoom)}function Zr(t,e,r){return t.translatePosMatrix(e.tileID.posMatrix,e,r.paint.get(\"line-translate\"),r.paint.get(\"line-translate-anchor\"))}var Yr=function(t,e,r,n,i){return{u_matrix:t,u_tl_parent:e,u_scale_parent:r,u_buffer_scale:1,u_fade_t:n.mix,u_opacity:n.opacity*i.paint.get(\"raster-opacity\"),u_image0:0,u_image1:1,u_brightness_low:i.paint.get(\"raster-brightness-min\"),u_brightness_high:i.paint.get(\"raster-brightness-max\"),u_saturation_factor:(o=i.paint.get(\"raster-saturation\"),o>0?1-1/(1.001-o):-o),u_contrast_factor:(a=i.paint.get(\"raster-contrast\"),a>0?1/(1-a):1+a),u_spin_weights:Wr(i.paint.get(\"raster-hue-rotate\"))};var a,o};function Wr(t){t*=Math.PI/180;var e=Math.sin(t),r=Math.cos(t);return[(2*r+1)/3,(-Math.sqrt(3)*e-r+1)/3,(Math.sqrt(3)*e-r+1)/3]}var Xr,Jr=function(t,e,r,n,i,a,o,s,l,u){var c=i.transform;return{u_is_size_zoom_constant:+(\"constant\"===t||\"source\"===t),u_is_size_feature_constant:+(\"constant\"===t||\"camera\"===t),u_size_t:e?e.uSizeT:0,u_size:e?e.uSize:0,u_camera_to_center_distance:c.cameraToCenterDistance,u_pitch:c.pitch/360*2*Math.PI,u_rotate_symbol:+r,u_aspect_ratio:c.width/c.height,u_fade_change:i.options.fadeDuration?i.symbolFadeChange:1,u_matrix:a,u_label_plane_matrix:o,u_coord_matrix:s,u_is_text:+l,u_pitch_with_map:+n,u_texsize:u,u_texture:0}},Kr=function(e,r,n,i,a,o,s,l,u,c,f){var h=a.transform;return t.extend(Jr(e,r,n,i,a,o,s,l,u,c),{u_gamma_scale:i?Math.cos(h._pitch)*h.cameraToCenterDistance:1,u_device_pixel_ratio:t.browser.devicePixelRatio,u_is_halo:+f})},$r=function(e,r,n,i,a,o,s,l,u,c){return t.extend(Kr(e,r,n,i,a,o,s,l,!0,u,!0),{u_texsize_icon:c,u_texture_icon:1})},Qr=function(t,e,r){return{u_matrix:t,u_opacity:e,u_color:r}},tn=function(e,r,n,i,a,o){return t.extend(function(t,e,r,n){var i=r.imageManager.getPattern(t.from.toString()),a=r.imageManager.getPattern(t.to.toString()),o=r.imageManager.getPixelSize(),s=o.width,l=o.height,u=Math.pow(2,n.tileID.overscaledZ),c=n.tileSize*Math.pow(2,r.transform.tileZoom)/u,f=c*(n.tileID.canonical.x+n.tileID.wrap*u),h=c*n.tileID.canonical.y;return{u_image:0,u_pattern_tl_a:i.tl,u_pattern_br_a:i.br,u_pattern_tl_b:a.tl,u_pattern_br_b:a.br,u_texsize:[s,l],u_mix:e.t,u_pattern_size_a:i.displaySize,u_pattern_size_b:a.displaySize,u_scale_a:e.fromScale,u_scale_b:e.toScale,u_tile_units_to_pixels:1/ge(n,1,r.transform.tileZoom),u_pixel_coord_upper:[f>>16,h>>16],u_pixel_coord_lower:[65535&f,65535&h]}}(i,o,n,a),{u_matrix:e,u_opacity:r})},en={fillExtrusion:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fillExtrusionPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_height_factor:new t.Uniform1f(e,r.u_height_factor),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fill:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},fillPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},fillOutline:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world)}},fillOutlinePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},circle:function(e,r){return{u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_scale_with_map:new t.Uniform1i(e,r.u_scale_with_map),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},collisionBox:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pixels_to_tile_units:new t.Uniform1f(e,r.u_pixels_to_tile_units),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_overscale_factor:new t.Uniform1f(e,r.u_overscale_factor)}},collisionCircle:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_inv_matrix:new t.UniformMatrix4f(e,r.u_inv_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_viewport_size:new t.Uniform2f(e,r.u_viewport_size)}},debug:function(e,r){return{u_color:new t.UniformColor(e,r.u_color),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_overlay:new t.Uniform1i(e,r.u_overlay),u_overlay_scale:new t.Uniform1f(e,r.u_overlay_scale)}},clippingMask:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmap:function(e,r){return{u_extrude_scale:new t.Uniform1f(e,r.u_extrude_scale),u_intensity:new t.Uniform1f(e,r.u_intensity),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmapTexture:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_color_ramp:new t.Uniform1i(e,r.u_color_ramp),u_opacity:new t.Uniform1f(e,r.u_opacity)}},hillshade:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_latrange:new t.Uniform2f(e,r.u_latrange),u_light:new t.Uniform2f(e,r.u_light),u_shadow:new t.UniformColor(e,r.u_shadow),u_highlight:new t.UniformColor(e,r.u_highlight),u_accent:new t.UniformColor(e,r.u_accent)}},hillshadePrepare:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_dimension:new t.Uniform2f(e,r.u_dimension),u_zoom:new t.Uniform1f(e,r.u_zoom),u_maxzoom:new t.Uniform1f(e,r.u_maxzoom),u_unpack:new t.Uniform4f(e,r.u_unpack)}},line:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels)}},lineGradient:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_image:new t.Uniform1i(e,r.u_image)}},linePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_texsize:new t.Uniform2f(e,r.u_texsize),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_image:new t.Uniform1i(e,r.u_image),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},lineSDF:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_patternscale_a:new t.Uniform2f(e,r.u_patternscale_a),u_patternscale_b:new t.Uniform2f(e,r.u_patternscale_b),u_sdfgamma:new t.Uniform1f(e,r.u_sdfgamma),u_image:new t.Uniform1i(e,r.u_image),u_tex_y_a:new t.Uniform1f(e,r.u_tex_y_a),u_tex_y_b:new t.Uniform1f(e,r.u_tex_y_b),u_mix:new t.Uniform1f(e,r.u_mix)}},raster:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_tl_parent:new t.Uniform2f(e,r.u_tl_parent),u_scale_parent:new t.Uniform1f(e,r.u_scale_parent),u_buffer_scale:new t.Uniform1f(e,r.u_buffer_scale),u_fade_t:new t.Uniform1f(e,r.u_fade_t),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image0:new t.Uniform1i(e,r.u_image0),u_image1:new t.Uniform1i(e,r.u_image1),u_brightness_low:new t.Uniform1f(e,r.u_brightness_low),u_brightness_high:new t.Uniform1f(e,r.u_brightness_high),u_saturation_factor:new t.Uniform1f(e,r.u_saturation_factor),u_contrast_factor:new t.Uniform1f(e,r.u_contrast_factor),u_spin_weights:new t.Uniform3f(e,r.u_spin_weights)}},symbolIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture)}},symbolSDF:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},symbolTextAndIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texsize_icon:new t.Uniform2f(e,r.u_texsize_icon),u_texture:new t.Uniform1i(e,r.u_texture),u_texture_icon:new t.Uniform1i(e,r.u_texture_icon),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},background:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_color:new t.UniformColor(e,r.u_color)}},backgroundPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image:new t.Uniform1i(e,r.u_image),u_pattern_tl_a:new t.Uniform2f(e,r.u_pattern_tl_a),u_pattern_br_a:new t.Uniform2f(e,r.u_pattern_br_a),u_pattern_tl_b:new t.Uniform2f(e,r.u_pattern_tl_b),u_pattern_br_b:new t.Uniform2f(e,r.u_pattern_br_b),u_texsize:new t.Uniform2f(e,r.u_texsize),u_mix:new t.Uniform1f(e,r.u_mix),u_pattern_size_a:new t.Uniform2f(e,r.u_pattern_size_a),u_pattern_size_b:new t.Uniform2f(e,r.u_pattern_size_b),u_scale_a:new t.Uniform1f(e,r.u_scale_a),u_scale_b:new t.Uniform1f(e,r.u_scale_b),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_tile_units_to_pixels:new t.Uniform1f(e,r.u_tile_units_to_pixels)}}};function rn(e,r,n,i,a,o,s){for(var l=e.context,u=l.gl,c=e.useProgram(\"collisionBox\"),f=[],h=0,p=0,d=0;d<i.length;d++){var v=i[d],g=r.getTile(v),y=g.getBucket(n);if(y){var m=v.posMatrix;0===a[0]&&0===a[1]||(m=e.translatePosMatrix(v.posMatrix,g,a,o));var x=s?y.textCollisionBox:y.iconCollisionBox,b=y.collisionCircleArray;if(b.length>0){var _=t.create(),w=m;t.mul(_,y.placementInvProjMatrix,e.transform.glCoordMatrix),t.mul(_,_,y.placementViewportMatrix),f.push({circleArray:b,circleOffset:p,transform:w,invTransform:_}),p=h+=b.length/4}x&&c.draw(l,u.LINES,Mt.disabled,Et.disabled,e.colorModeForRenderPass(),Ct.disabled,Ir(m,e.transform,g),n.id,x.layoutVertexBuffer,x.indexBuffer,x.segments,null,e.transform.zoom,null,null,x.collisionVertexBuffer)}}if(s&&f.length){var T=e.useProgram(\"collisionCircle\"),k=new t.StructArrayLayout2f1f2i16;k.resize(4*h),k._trim();for(var A=0,M=0,S=f;M<S.length;M+=1)for(var E=S[M],L=0;L<E.circleArray.length/4;L++){var C=4*L,P=E.circleArray[C+0],O=E.circleArray[C+1],I=E.circleArray[C+2],D=E.circleArray[C+3];k.emplace(A++,P,O,I,D,0),k.emplace(A++,P,O,I,D,1),k.emplace(A++,P,O,I,D,2),k.emplace(A++,P,O,I,D,3)}(!Xr||Xr.length<2*h)&&(Xr=function(e){var r=2*e,n=new t.StructArrayLayout3ui6;n.resize(r),n._trim();for(var i=0;i<r;i++){var a=6*i;n.uint16[a+0]=4*i+0,n.uint16[a+1]=4*i+1,n.uint16[a+2]=4*i+2,n.uint16[a+3]=4*i+2,n.uint16[a+4]=4*i+3,n.uint16[a+5]=4*i+0}return n}(h));for(var z=l.createIndexBuffer(Xr,!0),R=l.createVertexBuffer(k,t.collisionCircleLayout.members,!0),F=0,B=f;F<B.length;F+=1){var N=B[F],j=Dr(N.transform,N.invTransform,e.transform);T.draw(l,u.TRIANGLES,Mt.disabled,Et.disabled,e.colorModeForRenderPass(),Ct.disabled,j,n.id,R,z,t.SegmentVector.simpleSegment(0,2*N.circleOffset,N.circleArray.length,N.circleArray.length/2),null,e.transform.zoom,null,null,null)}R.destroy(),z.destroy()}}var nn=t.identity(new Float32Array(16));function an(e,r,n,i,a,o){var s=t.getAnchorAlignment(e),l=-(s.horizontalAlign-.5)*r,u=-(s.verticalAlign-.5)*n,c=t.evaluateVariableOffset(e,i);return new t.Point((l/a+c[0])*o,(u/a+c[1])*o)}function on(e,r,n,i,a,o,s,l,u,c,f){var h=e.text.placedSymbolArray,p=e.text.dynamicLayoutVertexArray,d=e.icon.dynamicLayoutVertexArray,v={};p.clear();for(var g=0;g<h.length;g++){var y=h.get(g),m=e.allowVerticalPlacement&&!y.placedOrientation,x=y.hidden||!y.crossTileID||m?null:i[y.crossTileID];if(x){var b=new t.Point(y.anchorX,y.anchorY),_=re(b,n?l:s),w=ne(o.cameraToCenterDistance,_.signedDistanceFromCamera),T=a.evaluateSizeForFeature(e.textSizeData,c,y)*w/t.ONE_EM;n&&(T*=e.tilePixelRatio/u);for(var k=x.width,A=x.height,M=an(x.anchor,k,A,x.textOffset,x.textBoxScale,T),S=n?re(b.add(M),s).point:_.point.add(r?M.rotate(-o.angle):M),E=e.allowVerticalPlacement&&y.placedOrientation===t.WritingMode.vertical?Math.PI/2:0,L=0;L<y.numGlyphs;L++)t.addDynamicAttributes(p,S,E);f&&y.associatedIconIndex>=0&&(v[y.associatedIconIndex]={shiftedAnchor:S,angle:E})}else he(y.numGlyphs,p)}if(f){d.clear();for(var C=e.icon.placedSymbolArray,P=0;P<C.length;P++){var O=C.get(P);if(O.hidden)he(O.numGlyphs,d);else{var I=v[P];if(I)for(var D=0;D<O.numGlyphs;D++)t.addDynamicAttributes(d,I.shiftedAnchor,I.angle);else he(O.numGlyphs,d)}}e.icon.dynamicLayoutVertexBuffer.updateData(d)}e.text.dynamicLayoutVertexBuffer.updateData(p)}function sn(t,e,r){return r.iconsInText&&e?\"symbolTextAndIcon\":t?\"symbolSDF\":\"symbolIcon\"}function ln(e,r,n,i,a,o,s,l,u,c,f,h){for(var p=e.context,d=p.gl,v=e.transform,g=\"map\"===l,y=\"map\"===u,m=g&&\"point\"!==n.layout.get(\"symbol-placement\"),x=g&&!y&&!m,b=void 0!==n.layout.get(\"symbol-sort-key\").constantOr(1),_=e.depthModeForSublayer(0,Mt.ReadOnly),w=n.layout.get(\"text-variable-anchor\"),T=[],k=0,A=i;k<A.length;k+=1){var M=A[k],S=r.getTile(M),E=S.getBucket(n);if(E){var L=a?E.text:E.icon;if(L&&L.segments.get().length){var C=L.programConfigurations.get(n.id),P=a||E.sdfIcons,O=a?E.textSizeData:E.iconSizeData,I=y||0!==v.pitch,D=e.useProgram(sn(P,a,E),C),z=t.evaluateSizeForZoom(O,v.zoom),R=void 0,F=[0,0],B=void 0,N=void 0,j=null,U=void 0;if(a){if(B=S.glyphAtlasTexture,N=d.LINEAR,R=S.glyphAtlasTexture.size,E.iconsInText){F=S.imageAtlasTexture.size,j=S.imageAtlasTexture;var V=\"composite\"===O.kind||\"camera\"===O.kind;U=I||e.options.rotating||e.options.zooming||V?d.LINEAR:d.NEAREST}}else{var H=1!==n.layout.get(\"icon-size\").constantOr(0)||E.iconsNeedLinear;B=S.imageAtlasTexture,N=P||e.options.rotating||e.options.zooming||H||I?d.LINEAR:d.NEAREST,R=S.imageAtlasTexture.size}var q=ge(S,1,e.transform.zoom),G=te(M.posMatrix,y,g,e.transform,q),Z=ee(M.posMatrix,y,g,e.transform,q),Y=w&&E.hasTextData(),W=\"none\"!==n.layout.get(\"icon-text-fit\")&&Y&&E.hasIconData();m&&ae(E,M.posMatrix,e,a,G,Z,y,c);var X=e.translatePosMatrix(M.posMatrix,S,o,s),J=m||a&&w||W?nn:G,K=e.translatePosMatrix(Z,S,o,s,!0),$=P&&0!==n.paint.get(a?\"text-halo-width\":\"icon-halo-width\").constantOr(1),Q={program:D,buffers:L,uniformValues:P?E.iconsInText?$r(O.kind,z,x,y,e,X,J,K,R,F):Kr(O.kind,z,x,y,e,X,J,K,a,R,!0):Jr(O.kind,z,x,y,e,X,J,K,a,R),atlasTexture:B,atlasTextureIcon:j,atlasInterpolation:N,atlasInterpolationIcon:U,isSDF:P,hasHalo:$};if(b)for(var tt=0,et=L.segments.get();tt<et.length;tt+=1){var rt=et[tt];T.push({segments:new t.SegmentVector([rt]),sortKey:rt.sortKey,state:Q})}else T.push({segments:L.segments,sortKey:0,state:Q})}}}b&&T.sort((function(t,e){return t.sortKey-e.sortKey}));for(var nt=0,it=T;nt<it.length;nt+=1){var at=it[nt],ot=at.state;if(p.activeTexture.set(d.TEXTURE0),ot.atlasTexture.bind(ot.atlasInterpolation,d.CLAMP_TO_EDGE),ot.atlasTextureIcon&&(p.activeTexture.set(d.TEXTURE1),ot.atlasTextureIcon&&ot.atlasTextureIcon.bind(ot.atlasInterpolationIcon,d.CLAMP_TO_EDGE)),ot.isSDF){var st=ot.uniformValues;ot.hasHalo&&(st.u_is_halo=1,un(ot.buffers,at.segments,n,e,ot.program,_,f,h,st)),st.u_is_halo=0}un(ot.buffers,at.segments,n,e,ot.program,_,f,h,ot.uniformValues)}}function un(t,e,r,n,i,a,o,s,l){var u=n.context,c=u.gl;i.draw(u,c.TRIANGLES,a,o,s,Ct.disabled,l,r.id,t.layoutVertexBuffer,t.indexBuffer,e,r.paint,n.transform.zoom,t.programConfigurations.get(r.id),t.dynamicLayoutVertexBuffer,t.opacityVertexBuffer)}function cn(t,e,r,n,i,a,o){var s,l,u,c,f,h=t.context.gl,p=r.paint.get(\"fill-pattern\"),d=p&&p.constantOr(1),v=r.getCrossfadeParameters();o?(l=d&&!r.getPaintProperty(\"fill-outline-color\")?\"fillOutlinePattern\":\"fillOutline\",s=h.LINES):(l=d?\"fillPattern\":\"fill\",s=h.TRIANGLES);for(var g=0,y=n;g<y.length;g+=1){var m=y[g],x=e.getTile(m);if(!d||x.patternsLoaded()){var b=x.getBucket(r);if(b){var _=b.programConfigurations.get(r.id),w=t.useProgram(l,_);d&&(t.context.activeTexture.set(h.TEXTURE0),x.imageAtlasTexture.bind(h.LINEAR,h.CLAMP_TO_EDGE),_.updatePaintBuffers(v));var T=p.constantOr(null);if(T&&x.imageAtlas){var k=x.imageAtlas,A=k.patternPositions[T.to.toString()],M=k.patternPositions[T.from.toString()];A&&M&&_.setConstantPatternPositions(A,M)}var S=t.translatePosMatrix(m.posMatrix,x,r.paint.get(\"fill-translate\"),r.paint.get(\"fill-translate-anchor\"));if(o){c=b.indexBuffer2,f=b.segments2;var E=[h.drawingBufferWidth,h.drawingBufferHeight];u=\"fillOutlinePattern\"===l&&d?Pr(S,t,v,x,E):Cr(S,E)}else c=b.indexBuffer,f=b.segments,u=d?Lr(S,t,v,x):Er(S);w.draw(t.context,s,i,t.stencilModeForClipping(m),a,Ct.disabled,u,r.id,b.layoutVertexBuffer,c,f,r.paint,t.transform.zoom,_)}}}}function fn(t,e,r,n,i,a,o){for(var s=t.context,l=s.gl,u=r.paint.get(\"fill-extrusion-pattern\"),c=u.constantOr(1),f=r.getCrossfadeParameters(),h=r.paint.get(\"fill-extrusion-opacity\"),p=0,d=n;p<d.length;p+=1){var v=d[p],g=e.getTile(v),y=g.getBucket(r);if(y){var m=y.programConfigurations.get(r.id),x=t.useProgram(c?\"fillExtrusionPattern\":\"fillExtrusion\",m);c&&(t.context.activeTexture.set(l.TEXTURE0),g.imageAtlasTexture.bind(l.LINEAR,l.CLAMP_TO_EDGE),m.updatePaintBuffers(f));var b=u.constantOr(null);if(b&&g.imageAtlas){var _=g.imageAtlas,w=_.patternPositions[b.to.toString()],T=_.patternPositions[b.from.toString()];w&&T&&m.setConstantPatternPositions(w,T)}var k=t.translatePosMatrix(v.posMatrix,g,r.paint.get(\"fill-extrusion-translate\"),r.paint.get(\"fill-extrusion-translate-anchor\")),A=r.paint.get(\"fill-extrusion-vertical-gradient\"),M=c?Sr(k,t,A,h,v,f,g):Mr(k,t,A,h);x.draw(s,s.gl.TRIANGLES,i,a,o,Ct.backCCW,M,r.id,y.layoutVertexBuffer,y.indexBuffer,y.segments,r.paint,t.transform.zoom,m)}}}function hn(t,e,r,n,i,a){var o=t.context,s=o.gl,l=e.fbo;if(l){var u=t.useProgram(\"hillshade\");o.activeTexture.set(s.TEXTURE0),s.bindTexture(s.TEXTURE_2D,l.colorAttachment.get());var c=Nr(t,e,r);u.draw(o,s.TRIANGLES,n,i,a,Ct.disabled,c,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}}function pn(e,r,n,i,a,o,s){var l=e.context,u=l.gl,c=r.dem;if(c&&c.data){var f=c.dim,h=c.stride,p=c.getPixels();if(l.activeTexture.set(u.TEXTURE1),l.pixelStoreUnpackPremultiplyAlpha.set(!1),r.demTexture=r.demTexture||e.getTileTexture(h),r.demTexture){var d=r.demTexture;d.update(p,{premultiply:!1}),d.bind(u.NEAREST,u.CLAMP_TO_EDGE)}else r.demTexture=new t.Texture(l,p,u.RGBA,{premultiply:!1}),r.demTexture.bind(u.NEAREST,u.CLAMP_TO_EDGE);l.activeTexture.set(u.TEXTURE0);var v=r.fbo;if(!v){var g=new t.Texture(l,{width:f,height:f,data:null},u.RGBA);g.bind(u.LINEAR,u.CLAMP_TO_EDGE),(v=r.fbo=l.createFramebuffer(f,f,!0)).colorAttachment.set(g.texture)}l.bindFramebuffer.set(v.framebuffer),l.viewport.set([0,0,f,f]),e.useProgram(\"hillshadePrepare\").draw(l,u.TRIANGLES,a,o,s,Ct.disabled,jr(r.tileID,c,i),n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments),r.needsHillshadePrepare=!1}}function dn(e,r,n,i,a){var o=i.paint.get(\"raster-fade-duration\");if(o>0){var s=t.browser.now(),l=(s-e.timeAdded)/o,u=r?(s-r.timeAdded)/o:-1,c=n.getSource(),f=a.coveringZoomLevel({tileSize:c.tileSize,roundZoom:c.roundZoom}),h=!r||Math.abs(r.tileID.overscaledZ-f)>Math.abs(e.tileID.overscaledZ-f),p=h&&e.refreshedUponExpiration?1:t.clamp(h?l:1-u,0,1);return e.refreshedUponExpiration&&l>=1&&(e.refreshedUponExpiration=!1),r?{opacity:1,mix:1-p}:{opacity:p,mix:0}}return{opacity:1,mix:0}}var vn=new t.Color(1,0,0,1),gn=new t.Color(0,1,0,1),yn=new t.Color(0,0,1,1),mn=new t.Color(1,0,1,1),xn=new t.Color(0,1,1,1);function bn(t){var e=t.transform.padding;_n(t,t.transform.height-(e.top||0),3,vn),_n(t,e.bottom||0,3,gn),wn(t,e.left||0,3,yn),wn(t,t.transform.width-(e.right||0),3,mn);var r=t.transform.centerPoint;!function(t,e,r,n){var i=20,a=2;Tn(t,e-a/2,r-i/2,a,i,n),Tn(t,e-i/2,r-a/2,i,a,n)}(t,r.x,t.transform.height-r.y,xn)}function _n(t,e,r,n){Tn(t,0,e+r/2,t.transform.width,r,n)}function wn(t,e,r,n){Tn(t,e-r/2,0,r,t.transform.height,n)}function Tn(e,r,n,i,a,o){var s=e.context,l=s.gl;l.enable(l.SCISSOR_TEST),l.scissor(r*t.browser.devicePixelRatio,n*t.browser.devicePixelRatio,i*t.browser.devicePixelRatio,a*t.browser.devicePixelRatio),s.clear({color:o}),l.disable(l.SCISSOR_TEST)}function kn(e,r,n){var i=e.context,a=i.gl,o=n.posMatrix,s=e.useProgram(\"debug\"),l=Mt.disabled,u=Et.disabled,c=e.colorModeForRenderPass(),f=\"$debug\";i.activeTexture.set(a.TEXTURE0),e.emptyTexture.bind(a.LINEAR,a.CLAMP_TO_EDGE),s.draw(i,a.LINE_STRIP,l,u,c,Ct.disabled,zr(o,t.Color.red),f,e.debugBuffer,e.tileBorderIndexBuffer,e.debugSegments);var h=r.getTileByID(n.key).latestRawTileData,p=h&&h.byteLength||0,d=Math.floor(p/1024),v=r.getTile(n).tileSize,g=512/Math.min(v,512)*(n.overscaledZ/e.transform.zoom)*.5,y=n.canonical.toString();n.overscaledZ!==n.canonical.z&&(y+=\" => \"+n.overscaledZ),function(t,e){t.initDebugOverlayCanvas();var r=t.debugOverlayCanvas,n=t.context.gl,i=t.debugOverlayCanvas.getContext(\"2d\");i.clearRect(0,0,r.width,r.height),i.shadowColor=\"white\",i.shadowBlur=2,i.lineWidth=1.5,i.strokeStyle=\"white\",i.textBaseline=\"top\",i.font=\"bold 36px Open Sans, sans-serif\",i.fillText(e,5,5),i.strokeText(e,5,5),t.debugOverlayTexture.update(r),t.debugOverlayTexture.bind(n.LINEAR,n.CLAMP_TO_EDGE)}(e,y+\" \"+d+\"kb\"),s.draw(i,a.TRIANGLES,l,u,Lt.alphaBlended,Ct.disabled,zr(o,t.Color.transparent,g),f,e.debugBuffer,e.quadTriangleIndexBuffer,e.debugSegments)}var An={symbol:function(e,r,n,i,a){if(\"translucent\"===e.renderPass){var o=Et.disabled,s=e.colorModeForRenderPass();n.layout.get(\"text-variable-anchor\")&&function(e,r,n,i,a,o,s){for(var l=r.transform,u=\"map\"===a,c=\"map\"===o,f=0,h=e;f<h.length;f+=1){var p=h[f],d=i.getTile(p),v=d.getBucket(n);if(v&&v.text&&v.text.segments.get().length){var g=v.textSizeData,y=t.evaluateSizeForZoom(g,l.zoom),m=ge(d,1,r.transform.zoom),x=te(p.posMatrix,c,u,r.transform,m),b=\"none\"!==n.layout.get(\"icon-text-fit\")&&v.hasIconData();if(y){var _=Math.pow(2,l.zoom-d.tileID.overscaledZ);on(v,u,c,s,t.symbolSize,l,x,p.posMatrix,_,y,b)}}}}(i,e,n,r,n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),a),0!==n.paint.get(\"icon-opacity\").constantOr(1)&&ln(e,r,n,i,!1,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),n.layout.get(\"icon-rotation-alignment\"),n.layout.get(\"icon-pitch-alignment\"),n.layout.get(\"icon-keep-upright\"),o,s),0!==n.paint.get(\"text-opacity\").constantOr(1)&&ln(e,r,n,i,!0,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),n.layout.get(\"text-keep-upright\"),o,s),r.map.showCollisionBoxes&&(rn(e,r,n,i,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),!0),rn(e,r,n,i,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),!1))}},circle:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"circle-opacity\"),o=n.paint.get(\"circle-stroke-width\"),s=n.paint.get(\"circle-stroke-opacity\"),l=void 0!==n.layout.get(\"circle-sort-key\").constantOr(1);if(0!==a.constantOr(1)||0!==o.constantOr(1)&&0!==s.constantOr(1)){for(var u=e.context,c=u.gl,f=e.depthModeForSublayer(0,Mt.ReadOnly),h=Et.disabled,p=e.colorModeForRenderPass(),d=[],v=0;v<i.length;v++){var g=i[v],y=r.getTile(g),m=y.getBucket(n);if(m){var x=m.programConfigurations.get(n.id),b={programConfiguration:x,program:e.useProgram(\"circle\",x),layoutVertexBuffer:m.layoutVertexBuffer,indexBuffer:m.indexBuffer,uniformValues:Or(e,g,y,n)};if(l)for(var _=0,w=m.segments.get();_<w.length;_+=1){var T=w[_];d.push({segments:new t.SegmentVector([T]),sortKey:T.sortKey,state:b})}else d.push({segments:m.segments,sortKey:0,state:b})}}l&&d.sort((function(t,e){return t.sortKey-e.sortKey}));for(var k=0,A=d;k<A.length;k+=1){var M=A[k],S=M.state,E=S.programConfiguration,L=S.program,C=S.layoutVertexBuffer,P=S.indexBuffer,O=S.uniformValues,I=M.segments;L.draw(u,c.TRIANGLES,f,h,p,Ct.disabled,O,n.id,C,P,I,n.paint,e.transform.zoom,E)}}}},heatmap:function(e,r,n,i){if(0!==n.paint.get(\"heatmap-opacity\"))if(\"offscreen\"===e.renderPass){var a=e.context,o=a.gl,s=Et.disabled,l=new Lt([o.ONE,o.ONE],t.Color.transparent,[!0,!0,!0,!0]);(function(t,e,r){var n=t.gl;t.activeTexture.set(n.TEXTURE1),t.viewport.set([0,0,e.width/4,e.height/4]);var i=r.heatmapFbo;if(i)n.bindTexture(n.TEXTURE_2D,i.colorAttachment.get()),t.bindFramebuffer.set(i.framebuffer);else{var a=n.createTexture();n.bindTexture(n.TEXTURE_2D,a),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,n.LINEAR),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,n.LINEAR),i=r.heatmapFbo=t.createFramebuffer(e.width/4,e.height/4,!1),function(t,e,r,n){var i=t.gl,a=t.extRenderToTextureHalfFloat?t.extTextureHalfFloat.HALF_FLOAT_OES:i.UNSIGNED_BYTE;i.texImage2D(i.TEXTURE_2D,0,i.RGBA,e.width/4,e.height/4,0,i.RGBA,a,null),n.colorAttachment.set(r)}(t,e,a,i)}})(a,e,n),a.clear({color:t.Color.transparent});for(var u=0;u<i.length;u++){var c=i[u];if(!r.hasRenderableParent(c)){var f=r.getTile(c),h=f.getBucket(n);if(h){var p=h.programConfigurations.get(n.id),d=e.useProgram(\"heatmap\",p),v=e.transform.zoom;d.draw(a,o.TRIANGLES,Mt.disabled,s,l,Ct.disabled,Fr(c.posMatrix,f,v,n.paint.get(\"heatmap-intensity\")),n.id,h.layoutVertexBuffer,h.indexBuffer,h.segments,n.paint,e.transform.zoom,p)}}}a.viewport.set([0,0,e.width,e.height])}else\"translucent\"===e.renderPass&&(e.context.setColorMode(e.colorModeForRenderPass()),function(e,r){var n=e.context,i=n.gl,a=r.heatmapFbo;if(a){n.activeTexture.set(i.TEXTURE0),i.bindTexture(i.TEXTURE_2D,a.colorAttachment.get()),n.activeTexture.set(i.TEXTURE1);var o=r.colorRampTexture;o||(o=r.colorRampTexture=new t.Texture(n,r.colorRamp,i.RGBA)),o.bind(i.LINEAR,i.CLAMP_TO_EDGE),e.useProgram(\"heatmapTexture\").draw(n,i.TRIANGLES,Mt.disabled,Et.disabled,e.colorModeForRenderPass(),Ct.disabled,Br(e,r,0,1),r.id,e.viewportBuffer,e.quadTriangleIndexBuffer,e.viewportSegments,r.paint,e.transform.zoom)}}(e,n))},line:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"line-opacity\"),o=n.paint.get(\"line-width\");if(0!==a.constantOr(1)&&0!==o.constantOr(1)){var s=e.depthModeForSublayer(0,Mt.ReadOnly),l=e.colorModeForRenderPass(),u=n.paint.get(\"line-dasharray\"),c=n.paint.get(\"line-pattern\"),f=c.constantOr(1),h=n.paint.get(\"line-gradient\"),p=n.getCrossfadeParameters(),d=f?\"linePattern\":u?\"lineSDF\":h?\"lineGradient\":\"line\",v=e.context,g=v.gl,y=!0;if(h){v.activeTexture.set(g.TEXTURE0);var m=n.gradientTexture;if(!n.gradient)return;m||(m=n.gradientTexture=new t.Texture(v,n.gradient,g.RGBA)),m.bind(g.LINEAR,g.CLAMP_TO_EDGE)}for(var x=0,b=i;x<b.length;x+=1){var _=b[x],w=r.getTile(_);if(!f||w.patternsLoaded()){var T=w.getBucket(n);if(T){var k=T.programConfigurations.get(n.id),A=e.context.program.get(),M=e.useProgram(d,k),S=y||M.program!==A,E=c.constantOr(null);if(E&&w.imageAtlas){var L=w.imageAtlas,C=L.patternPositions[E.to.toString()],P=L.patternPositions[E.from.toString()];C&&P&&k.setConstantPatternPositions(C,P)}var O=f?Hr(e,w,n,p):u?qr(e,w,n,u,p):h?Vr(e,w,n):Ur(e,w,n);f?(v.activeTexture.set(g.TEXTURE0),w.imageAtlasTexture.bind(g.LINEAR,g.CLAMP_TO_EDGE),k.updatePaintBuffers(p)):u&&(S||e.lineAtlas.dirty)&&(v.activeTexture.set(g.TEXTURE0),e.lineAtlas.bind(v)),M.draw(v,g.TRIANGLES,s,e.stencilModeForClipping(_),l,Ct.disabled,O,n.id,T.layoutVertexBuffer,T.indexBuffer,T.segments,n.paint,e.transform.zoom,k),y=!1}}}}}},fill:function(e,r,n,i){var a=n.paint.get(\"fill-color\"),o=n.paint.get(\"fill-opacity\");if(0!==o.constantOr(1)){var s=e.colorModeForRenderPass(),l=n.paint.get(\"fill-pattern\"),u=e.opaquePassEnabledForLayer()&&!l.constantOr(1)&&1===a.constantOr(t.Color.transparent).a&&1===o.constantOr(0)?\"opaque\":\"translucent\";if(e.renderPass===u){var c=e.depthModeForSublayer(1,\"opaque\"===e.renderPass?Mt.ReadWrite:Mt.ReadOnly);cn(e,r,n,i,c,s,!1)}if(\"translucent\"===e.renderPass&&n.paint.get(\"fill-antialias\")){var f=e.depthModeForSublayer(n.getPaintProperty(\"fill-outline-color\")?2:0,Mt.ReadOnly);cn(e,r,n,i,f,s,!0)}}},\"fill-extrusion\":function(t,e,r,n){var i=r.paint.get(\"fill-extrusion-opacity\");if(0!==i&&\"translucent\"===t.renderPass){var a=new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D);if(1!==i||r.paint.get(\"fill-extrusion-pattern\").constantOr(1))fn(t,e,r,n,a,Et.disabled,Lt.disabled),fn(t,e,r,n,a,t.stencilModeFor3D(),t.colorModeForRenderPass());else{var o=t.colorModeForRenderPass();fn(t,e,r,n,a,Et.disabled,o)}}},hillshade:function(t,e,r,n){if(\"offscreen\"===t.renderPass||\"translucent\"===t.renderPass){for(var i=t.context,a=e.getSource().maxzoom,o=t.depthModeForSublayer(0,Mt.ReadOnly),s=t.colorModeForRenderPass(),l=\"translucent\"===t.renderPass?t.stencilConfigForOverlap(n):[{},n],u=l[0],c=0,f=l[1];c<f.length;c+=1){var h=f[c],p=e.getTile(h);p.needsHillshadePrepare&&\"offscreen\"===t.renderPass?pn(t,p,r,a,o,Et.disabled,s):\"translucent\"===t.renderPass&&hn(t,p,r,o,u[h.overscaledZ],s)}i.viewport.set([0,0,t.width,t.height])}},raster:function(t,e,r,n){if(\"translucent\"===t.renderPass&&0!==r.paint.get(\"raster-opacity\")&&n.length)for(var i=t.context,a=i.gl,o=e.getSource(),s=t.useProgram(\"raster\"),l=t.colorModeForRenderPass(),u=o instanceof I?[{},n]:t.stencilConfigForOverlap(n),c=u[0],f=u[1],h=f[f.length-1].overscaledZ,p=!t.options.moving,d=0,v=f;d<v.length;d+=1){var g=v[d],y=t.depthModeForSublayer(g.overscaledZ-h,1===r.paint.get(\"raster-opacity\")?Mt.ReadWrite:Mt.ReadOnly,a.LESS),m=e.getTile(g),x=t.transform.calculatePosMatrix(g.toUnwrapped(),p);m.registerFadeDuration(r.paint.get(\"raster-fade-duration\"));var b=e.findLoadedParent(g,0),_=dn(m,b,e,r,t.transform),w=void 0,T=void 0,k=\"nearest\"===r.paint.get(\"raster-resampling\")?a.NEAREST:a.LINEAR;i.activeTexture.set(a.TEXTURE0),m.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),i.activeTexture.set(a.TEXTURE1),b?(b.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),w=Math.pow(2,b.tileID.overscaledZ-m.tileID.overscaledZ),T=[m.tileID.canonical.x*w%1,m.tileID.canonical.y*w%1]):m.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST);var A=Yr(x,T||[0,0],w||1,_,r);o instanceof I?s.draw(i,a.TRIANGLES,y,Et.disabled,l,Ct.disabled,A,r.id,o.boundsBuffer,t.quadTriangleIndexBuffer,o.boundsSegments):s.draw(i,a.TRIANGLES,y,c[g.overscaledZ],l,Ct.disabled,A,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}},background:function(t,e,r){var n=r.paint.get(\"background-color\"),i=r.paint.get(\"background-opacity\");if(0!==i){var a=t.context,o=a.gl,s=t.transform,l=s.tileSize,u=r.paint.get(\"background-pattern\");if(!t.isPatternMissing(u)){var c=!u&&1===n.a&&1===i&&t.opaquePassEnabledForLayer()?\"opaque\":\"translucent\";if(t.renderPass===c){var f=Et.disabled,h=t.depthModeForSublayer(0,\"opaque\"===c?Mt.ReadWrite:Mt.ReadOnly),p=t.colorModeForRenderPass(),d=t.useProgram(u?\"backgroundPattern\":\"background\"),v=s.coveringTiles({tileSize:l});u&&(a.activeTexture.set(o.TEXTURE0),t.imageManager.bind(t.context));for(var g=r.getCrossfadeParameters(),y=0,m=v;y<m.length;y+=1){var x=m[y],b=t.transform.calculatePosMatrix(x.toUnwrapped()),_=u?tn(b,i,t,u,{tileID:x,tileSize:l},g):Qr(b,i,n);d.draw(a,o.TRIANGLES,h,f,p,Ct.disabled,_,r.id,t.tileExtentBuffer,t.quadTriangleIndexBuffer,t.tileExtentSegments)}}}}},debug:function(t,e,r){for(var n=0;n<r.length;n++)kn(t,e,r[n])},custom:function(t,e,r){var n=t.context,i=r.implementation;if(\"offscreen\"===t.renderPass){var a=i.prerender;a&&(t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),a.call(i,n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState())}else if(\"translucent\"===t.renderPass){t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),n.setStencilMode(Et.disabled);var o=\"3d\"===i.renderingMode?new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D):t.depthModeForSublayer(0,Mt.ReadOnly);n.setDepthMode(o),i.render(n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState(),n.bindFramebuffer.set(null)}}},Mn=function(t,e){this.context=new Pt(t),this.transform=e,this._tileTextures={},this.setup(),this.numSublayers=Ot.maxUnderzooming+Ot.maxOverzooming+1,this.depthEpsilon=1/Math.pow(2,16),this.crossTileSymbolIndex=new Ve,this.gpuTimers={}};Mn.prototype.resize=function(e,r){if(this.width=e*t.browser.devicePixelRatio,this.height=r*t.browser.devicePixelRatio,this.context.viewport.set([0,0,this.width,this.height]),this.style)for(var n=0,i=this.style._order;n<i.length;n+=1){var a=i[n];this.style._layers[a].resize()}},Mn.prototype.setup=function(){var e=this.context,r=new t.StructArrayLayout2i4;r.emplaceBack(0,0),r.emplaceBack(t.EXTENT,0),r.emplaceBack(0,t.EXTENT),r.emplaceBack(t.EXTENT,t.EXTENT),this.tileExtentBuffer=e.createVertexBuffer(r,We.members),this.tileExtentSegments=t.SegmentVector.simpleSegment(0,0,4,2);var n=new t.StructArrayLayout2i4;n.emplaceBack(0,0),n.emplaceBack(t.EXTENT,0),n.emplaceBack(0,t.EXTENT),n.emplaceBack(t.EXTENT,t.EXTENT),this.debugBuffer=e.createVertexBuffer(n,We.members),this.debugSegments=t.SegmentVector.simpleSegment(0,0,4,5);var i=new t.StructArrayLayout4i8;i.emplaceBack(0,0,0,0),i.emplaceBack(t.EXTENT,0,t.EXTENT,0),i.emplaceBack(0,t.EXTENT,0,t.EXTENT),i.emplaceBack(t.EXTENT,t.EXTENT,t.EXTENT,t.EXTENT),this.rasterBoundsBuffer=e.createVertexBuffer(i,O.members),this.rasterBoundsSegments=t.SegmentVector.simpleSegment(0,0,4,2);var a=new t.StructArrayLayout2i4;a.emplaceBack(0,0),a.emplaceBack(1,0),a.emplaceBack(0,1),a.emplaceBack(1,1),this.viewportBuffer=e.createVertexBuffer(a,We.members),this.viewportSegments=t.SegmentVector.simpleSegment(0,0,4,2);var o=new t.StructArrayLayout1ui2;o.emplaceBack(0),o.emplaceBack(1),o.emplaceBack(3),o.emplaceBack(2),o.emplaceBack(0),this.tileBorderIndexBuffer=e.createIndexBuffer(o);var s=new t.StructArrayLayout3ui6;s.emplaceBack(0,1,2),s.emplaceBack(2,1,3),this.quadTriangleIndexBuffer=e.createIndexBuffer(s),this.emptyTexture=new t.Texture(e,{width:1,height:1,data:new Uint8Array([0,0,0,0])},e.gl.RGBA);var l=this.context.gl;this.stencilClearMode=new Et({func:l.ALWAYS,mask:0},0,255,l.ZERO,l.ZERO,l.ZERO)},Mn.prototype.clearStencil=function(){var e=this.context,r=e.gl;this.nextStencilID=1,this.currentStencilSource=void 0;var n=t.create();t.ortho(n,0,this.width,this.height,0,0,1),t.scale(n,n,[r.drawingBufferWidth,r.drawingBufferHeight,0]),this.useProgram(\"clippingMask\").draw(e,r.TRIANGLES,Mt.disabled,this.stencilClearMode,Lt.disabled,Ct.disabled,Rr(n),\"$clipping\",this.viewportBuffer,this.quadTriangleIndexBuffer,this.viewportSegments)},Mn.prototype._renderTileClippingMasks=function(t,e){if(this.currentStencilSource!==t.source&&t.isTileClipped()&&e&&e.length){this.currentStencilSource=t.source;var r=this.context,n=r.gl;this.nextStencilID+e.length>256&&this.clearStencil(),r.setColorMode(Lt.disabled),r.setDepthMode(Mt.disabled);var i=this.useProgram(\"clippingMask\");this._tileClippingMaskIDs={};for(var a=0,o=e;a<o.length;a+=1){var s=o[a],l=this._tileClippingMaskIDs[s.key]=this.nextStencilID++;i.draw(r,n.TRIANGLES,Mt.disabled,new Et({func:n.ALWAYS,mask:0},l,255,n.KEEP,n.KEEP,n.REPLACE),Lt.disabled,Ct.disabled,Rr(s.posMatrix),\"$clipping\",this.tileExtentBuffer,this.quadTriangleIndexBuffer,this.tileExtentSegments)}}},Mn.prototype.stencilModeFor3D=function(){this.currentStencilSource=void 0,this.nextStencilID+1>256&&this.clearStencil();var t=this.nextStencilID++,e=this.context.gl;return new Et({func:e.NOTEQUAL,mask:255},t,255,e.KEEP,e.KEEP,e.REPLACE)},Mn.prototype.stencilModeForClipping=function(t){var e=this.context.gl;return new Et({func:e.EQUAL,mask:255},this._tileClippingMaskIDs[t.key],0,e.KEEP,e.KEEP,e.REPLACE)},Mn.prototype.stencilConfigForOverlap=function(t){var e,r=this.context.gl,n=t.sort((function(t,e){return e.overscaledZ-t.overscaledZ})),i=n[n.length-1].overscaledZ,a=n[0].overscaledZ-i+1;if(a>1){this.currentStencilSource=void 0,this.nextStencilID+a>256&&this.clearStencil();for(var o={},s=0;s<a;s++)o[s+i]=new Et({func:r.GEQUAL,mask:255},s+this.nextStencilID,255,r.KEEP,r.KEEP,r.REPLACE);return this.nextStencilID+=a,[o,n]}return[(e={},e[i]=Et.disabled,e),n]},Mn.prototype.colorModeForRenderPass=function(){var e=this.context.gl;if(this._showOverdrawInspector){var r=1/8;return new Lt([e.CONSTANT_COLOR,e.ONE],new t.Color(r,r,r,0),[!0,!0,!0,!0])}return\"opaque\"===this.renderPass?Lt.unblended:Lt.alphaBlended},Mn.prototype.depthModeForSublayer=function(t,e,r){if(!this.opaquePassEnabledForLayer())return Mt.disabled;var n=1-((1+this.currentLayer)*this.numSublayers+t)*this.depthEpsilon;return new Mt(r||this.context.gl.LEQUAL,e,[n,n])},Mn.prototype.opaquePassEnabledForLayer=function(){return this.currentLayer<this.opaquePassCutoff},Mn.prototype.render=function(e,r){var n=this;this.style=e,this.options=r,this.lineAtlas=e.lineAtlas,this.imageManager=e.imageManager,this.glyphManager=e.glyphManager,this.symbolFadeChange=e.placement.symbolFadeChange(t.browser.now()),this.imageManager.beginFrame();var i=this.style._order,a=this.style.sourceCaches;for(var o in a){var s=a[o];s.used&&s.prepare(this.context)}var l,u,c={},f={},h={};for(var p in a){var d=a[p];c[p]=d.getVisibleCoordinates(),f[p]=c[p].slice().reverse(),h[p]=d.getVisibleCoordinates(!0).reverse()}this.opaquePassCutoff=1/0;for(var v=0;v<i.length;v++){var g=i[v];if(this.style._layers[g].is3D()){this.opaquePassCutoff=v;break}}this.renderPass=\"offscreen\";for(var y=0,m=i;y<m.length;y+=1){var x=m[y],b=this.style._layers[x];if(b.hasOffscreenPass()&&!b.isHidden(this.transform.zoom)){var _=f[b.source];(\"custom\"===b.type||_.length)&&this.renderLayer(this,a[b.source],b,_)}}for(this.context.bindFramebuffer.set(null),this.context.clear({color:r.showOverdrawInspector?t.Color.black:t.Color.transparent,depth:1}),this.clearStencil(),this._showOverdrawInspector=r.showOverdrawInspector,this.depthRangeFor3D=[0,1-(e._order.length+2)*this.numSublayers*this.depthEpsilon],this.renderPass=\"opaque\",this.currentLayer=i.length-1;this.currentLayer>=0;this.currentLayer--){var w=this.style._layers[i[this.currentLayer]],T=a[w.source],k=c[w.source];this._renderTileClippingMasks(w,k),this.renderLayer(this,T,w,k)}for(this.renderPass=\"translucent\",this.currentLayer=0;this.currentLayer<i.length;this.currentLayer++){var A=this.style._layers[i[this.currentLayer]],M=a[A.source],S=(\"symbol\"===A.type?h:f)[A.source];this._renderTileClippingMasks(A,c[A.source]),this.renderLayer(this,M,A,S)}this.options.showTileBoundaries&&(t.values(this.style._layers).forEach((function(t){t.source&&!t.isHidden(n.transform.zoom)&&(t.source!==(u&&u.id)&&(u=n.style.sourceCaches[t.source]),(!l||l.getSource().maxzoom<u.getSource().maxzoom)&&(l=u))})),l&&An.debug(this,l,l.getVisibleCoordinates())),this.options.showPadding&&bn(this),this.context.setDefault()},Mn.prototype.renderLayer=function(t,e,r,n){r.isHidden(this.transform.zoom)||(\"background\"===r.type||\"custom\"===r.type||n.length)&&(this.id=r.id,this.gpuTimingStart(r),An[r.type](t,e,r,n,this.style.placement.variableOffsets),this.gpuTimingEnd())},Mn.prototype.gpuTimingStart=function(t){if(this.options.gpuTiming){var e=this.context.extTimerQuery,r=this.gpuTimers[t.id];r||(r=this.gpuTimers[t.id]={calls:0,cpuTime:0,query:e.createQueryEXT()}),r.calls++,e.beginQueryEXT(e.TIME_ELAPSED_EXT,r.query)}},Mn.prototype.gpuTimingEnd=function(){if(this.options.gpuTiming){var t=this.context.extTimerQuery;t.endQueryEXT(t.TIME_ELAPSED_EXT)}},Mn.prototype.collectGpuTimers=function(){var t=this.gpuTimers;return this.gpuTimers={},t},Mn.prototype.queryGpuTimers=function(t){var e={};for(var r in t){var n=t[r],i=this.context.extTimerQuery,a=i.getQueryObjectEXT(n.query,i.QUERY_RESULT_EXT)/1e6;i.deleteQueryEXT(n.query),e[r]=a}return e},Mn.prototype.translatePosMatrix=function(e,r,n,i,a){if(!n[0]&&!n[1])return e;var o=a?\"map\"===i?this.transform.angle:0:\"viewport\"===i?-this.transform.angle:0;if(o){var s=Math.sin(o),l=Math.cos(o);n=[n[0]*l-n[1]*s,n[0]*s+n[1]*l]}var u=[a?n[0]:ge(r,n[0],this.transform.zoom),a?n[1]:ge(r,n[1],this.transform.zoom),0],c=new Float32Array(16);return t.translate(c,e,u),c},Mn.prototype.saveTileTexture=function(t){var e=this._tileTextures[t.size[0]];e?e.push(t):this._tileTextures[t.size[0]]=[t]},Mn.prototype.getTileTexture=function(t){var e=this._tileTextures[t];return e&&e.length>0?e.pop():null},Mn.prototype.isPatternMissing=function(t){if(!t)return!1;if(!t.from||!t.to)return!0;var e=this.imageManager.getPattern(t.from.toString()),r=this.imageManager.getPattern(t.to.toString());return!e||!r},Mn.prototype.useProgram=function(t,e){this.cache=this.cache||{};var r=\"\"+t+(e?e.cacheKey:\"\")+(this._showOverdrawInspector?\"/overdraw\":\"\");return this.cache[r]||(this.cache[r]=new kr(this.context,wr[t],e,en[t],this._showOverdrawInspector)),this.cache[r]},Mn.prototype.setCustomLayerDefaults=function(){this.context.unbindVAO(),this.context.cullFace.setDefault(),this.context.activeTexture.setDefault(),this.context.pixelStoreUnpack.setDefault(),this.context.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.context.pixelStoreUnpackFlipY.setDefault()},Mn.prototype.setBaseState=function(){var t=this.context.gl;this.context.cullFace.set(!1),this.context.viewport.set([0,0,this.width,this.height]),this.context.blendEquation.set(t.FUNC_ADD)},Mn.prototype.initDebugOverlayCanvas=function(){if(null==this.debugOverlayCanvas){this.debugOverlayCanvas=t.window.document.createElement(\"canvas\"),this.debugOverlayCanvas.width=512,this.debugOverlayCanvas.height=512;var e=this.context.gl;this.debugOverlayTexture=new t.Texture(this.context,this.debugOverlayCanvas,e.RGBA)}},Mn.prototype.destroy=function(){this.emptyTexture.destroy(),this.debugOverlayTexture&&this.debugOverlayTexture.destroy()};var Sn=function(t,e){this.points=t,this.planes=e};Sn.fromInvProjectionMatrix=function(e,r,n){var i=Math.pow(2,n),a=[[-1,1,-1,1],[1,1,-1,1],[1,-1,-1,1],[-1,-1,-1,1],[-1,1,1,1],[1,1,1,1],[1,-1,1,1],[-1,-1,1,1]].map((function(r){return t.transformMat4([],r,e)})).map((function(e){return t.scale$1([],e,1/e[3]/r*i)})),o=[[0,1,2],[6,5,4],[0,3,7],[2,1,5],[3,2,6],[0,4,5]].map((function(e){var r=t.sub([],a[e[0]],a[e[1]]),n=t.sub([],a[e[2]],a[e[1]]),i=t.normalize([],t.cross([],r,n)),o=-t.dot(i,a[e[1]]);return i.concat(o)}));return new Sn(a,o)};var En=function(e,r){this.min=e,this.max=r,this.center=t.scale$2([],t.add([],this.min,this.max),.5)};En.prototype.quadrant=function(e){for(var r=[e%2==0,e<2],n=t.clone$2(this.min),i=t.clone$2(this.max),a=0;a<r.length;a++)n[a]=r[a]?this.min[a]:this.center[a],i[a]=r[a]?this.center[a]:this.max[a];return i[2]=this.max[2],new En(n,i)},En.prototype.distanceX=function(t){return Math.max(Math.min(this.max[0],t[0]),this.min[0])-t[0]},En.prototype.distanceY=function(t){return Math.max(Math.min(this.max[1],t[1]),this.min[1])-t[1]},En.prototype.intersects=function(e){for(var r=[[this.min[0],this.min[1],0,1],[this.max[0],this.min[1],0,1],[this.max[0],this.max[1],0,1],[this.min[0],this.max[1],0,1]],n=!0,i=0;i<e.planes.length;i++){for(var a=e.planes[i],o=0,s=0;s<r.length;s++)o+=t.dot$1(a,r[s])>=0;if(0===o)return 0;o!==r.length&&(n=!1)}if(n)return 2;for(var l=0;l<3;l++){for(var u=Number.MAX_VALUE,c=-Number.MAX_VALUE,f=0;f<e.points.length;f++){var h=e.points[f][l]-this.min[l];u=Math.min(u,h),c=Math.max(c,h)}if(c<0||u>this.max[l]-this.min[l])return 0}return 1};var Ln=function(t,e,r,n){if(void 0===t&&(t=0),void 0===e&&(e=0),void 0===r&&(r=0),void 0===n&&(n=0),isNaN(t)||t<0||isNaN(e)||e<0||isNaN(r)||r<0||isNaN(n)||n<0)throw new Error(\"Invalid value for edge-insets, top, bottom, left and right must all be numbers\");this.top=t,this.bottom=e,this.left=r,this.right=n};Ln.prototype.interpolate=function(e,r,n){return null!=r.top&&null!=e.top&&(this.top=t.number(e.top,r.top,n)),null!=r.bottom&&null!=e.bottom&&(this.bottom=t.number(e.bottom,r.bottom,n)),null!=r.left&&null!=e.left&&(this.left=t.number(e.left,r.left,n)),null!=r.right&&null!=e.right&&(this.right=t.number(e.right,r.right,n)),this},Ln.prototype.getCenter=function(e,r){var n=t.clamp((this.left+e-this.right)/2,0,e),i=t.clamp((this.top+r-this.bottom)/2,0,r);return new t.Point(n,i)},Ln.prototype.equals=function(t){return this.top===t.top&&this.bottom===t.bottom&&this.left===t.left&&this.right===t.right},Ln.prototype.clone=function(){return new Ln(this.top,this.bottom,this.left,this.right)},Ln.prototype.toJSON=function(){return{top:this.top,bottom:this.bottom,left:this.left,right:this.right}};var Cn=function(e,r,n,i,a){this.tileSize=512,this.maxValidLatitude=85.051129,this._renderWorldCopies=void 0===a||a,this._minZoom=e||0,this._maxZoom=r||22,this._minPitch=null==n?0:n,this._maxPitch=null==i?60:i,this.setMaxBounds(),this.width=0,this.height=0,this._center=new t.LngLat(0,0),this.zoom=0,this.angle=0,this._fov=.6435011087932844,this._pitch=0,this._unmodified=!0,this._edgeInsets=new Ln,this._posMatrixCache={},this._alignedPosMatrixCache={}},Pn={minZoom:{configurable:!0},maxZoom:{configurable:!0},minPitch:{configurable:!0},maxPitch:{configurable:!0},renderWorldCopies:{configurable:!0},worldSize:{configurable:!0},centerOffset:{configurable:!0},size:{configurable:!0},bearing:{configurable:!0},pitch:{configurable:!0},fov:{configurable:!0},zoom:{configurable:!0},center:{configurable:!0},padding:{configurable:!0},centerPoint:{configurable:!0},unmodified:{configurable:!0},point:{configurable:!0}};Cn.prototype.clone=function(){var t=new Cn(this._minZoom,this._maxZoom,this._minPitch,this.maxPitch,this._renderWorldCopies);return t.tileSize=this.tileSize,t.latRange=this.latRange,t.width=this.width,t.height=this.height,t._center=this._center,t.zoom=this.zoom,t.angle=this.angle,t._fov=this._fov,t._pitch=this._pitch,t._unmodified=this._unmodified,t._edgeInsets=this._edgeInsets.clone(),t._calcMatrices(),t},Pn.minZoom.get=function(){return this._minZoom},Pn.minZoom.set=function(t){this._minZoom!==t&&(this._minZoom=t,this.zoom=Math.max(this.zoom,t))},Pn.maxZoom.get=function(){return this._maxZoom},Pn.maxZoom.set=function(t){this._maxZoom!==t&&(this._maxZoom=t,this.zoom=Math.min(this.zoom,t))},Pn.minPitch.get=function(){return this._minPitch},Pn.minPitch.set=function(t){this._minPitch!==t&&(this._minPitch=t,this.pitch=Math.max(this.pitch,t))},Pn.maxPitch.get=function(){return this._maxPitch},Pn.maxPitch.set=function(t){this._maxPitch!==t&&(this._maxPitch=t,this.pitch=Math.min(this.pitch,t))},Pn.renderWorldCopies.get=function(){return this._renderWorldCopies},Pn.renderWorldCopies.set=function(t){void 0===t?t=!0:null===t&&(t=!1),this._renderWorldCopies=t},Pn.worldSize.get=function(){return this.tileSize*this.scale},Pn.centerOffset.get=function(){return this.centerPoint._sub(this.size._div(2))},Pn.size.get=function(){return new t.Point(this.width,this.height)},Pn.bearing.get=function(){return-this.angle/Math.PI*180},Pn.bearing.set=function(e){var r=-t.wrap(e,-180,180)*Math.PI/180;this.angle!==r&&(this._unmodified=!1,this.angle=r,this._calcMatrices(),this.rotationMatrix=t.create$2(),t.rotate(this.rotationMatrix,this.rotationMatrix,this.angle))},Pn.pitch.get=function(){return this._pitch/Math.PI*180},Pn.pitch.set=function(e){var r=t.clamp(e,this.minPitch,this.maxPitch)/180*Math.PI;this._pitch!==r&&(this._unmodified=!1,this._pitch=r,this._calcMatrices())},Pn.fov.get=function(){return this._fov/Math.PI*180},Pn.fov.set=function(t){t=Math.max(.01,Math.min(60,t)),this._fov!==t&&(this._unmodified=!1,this._fov=t/180*Math.PI,this._calcMatrices())},Pn.zoom.get=function(){return this._zoom},Pn.zoom.set=function(t){var e=Math.min(Math.max(t,this.minZoom),this.maxZoom);this._zoom!==e&&(this._unmodified=!1,this._zoom=e,this.scale=this.zoomScale(e),this.tileZoom=Math.floor(e),this.zoomFraction=e-this.tileZoom,this._constrain(),this._calcMatrices())},Pn.center.get=function(){return this._center},Pn.center.set=function(t){t.lat===this._center.lat&&t.lng===this._center.lng||(this._unmodified=!1,this._center=t,this._constrain(),this._calcMatrices())},Pn.padding.get=function(){return this._edgeInsets.toJSON()},Pn.padding.set=function(t){this._edgeInsets.equals(t)||(this._unmodified=!1,this._edgeInsets.interpolate(this._edgeInsets,t,1),this._calcMatrices())},Pn.centerPoint.get=function(){return this._edgeInsets.getCenter(this.width,this.height)},Cn.prototype.isPaddingEqual=function(t){return this._edgeInsets.equals(t)},Cn.prototype.interpolatePadding=function(t,e,r){this._unmodified=!1,this._edgeInsets.interpolate(t,e,r),this._constrain(),this._calcMatrices()},Cn.prototype.coveringZoomLevel=function(t){var e=(t.roundZoom?Math.round:Math.floor)(this.zoom+this.scaleZoom(this.tileSize/t.tileSize));return Math.max(0,e)},Cn.prototype.getVisibleUnwrappedCoordinates=function(e){var r=[new t.UnwrappedTileID(0,e)];if(this._renderWorldCopies)for(var n=this.pointCoordinate(new t.Point(0,0)),i=this.pointCoordinate(new t.Point(this.width,0)),a=this.pointCoordinate(new t.Point(this.width,this.height)),o=this.pointCoordinate(new t.Point(0,this.height)),s=Math.floor(Math.min(n.x,i.x,a.x,o.x)),l=Math.floor(Math.max(n.x,i.x,a.x,o.x)),u=s-1;u<=l+1;u++)0!==u&&r.push(new t.UnwrappedTileID(u,e));return r},Cn.prototype.coveringTiles=function(e){var r=this.coveringZoomLevel(e),n=r;if(void 0!==e.minzoom&&r<e.minzoom)return[];void 0!==e.maxzoom&&r>e.maxzoom&&(r=e.maxzoom);var i=t.MercatorCoordinate.fromLngLat(this.center),a=Math.pow(2,r),o=[a*i.x,a*i.y,0],s=Sn.fromInvProjectionMatrix(this.invProjMatrix,this.worldSize,r),l=e.minzoom||0;this.pitch<=60&&this._edgeInsets.top<.1&&(l=r);var u=function(t){return{aabb:new En([t*a,0,0],[(t+1)*a,a,0]),zoom:0,x:0,y:0,wrap:t,fullyVisible:!1}},c=[],f=[],h=r,p=e.reparseOverscaled?n:r;if(this._renderWorldCopies)for(var d=1;d<=3;d++)c.push(u(-d)),c.push(u(d));for(c.push(u(0));c.length>0;){var v=c.pop(),g=v.x,y=v.y,m=v.fullyVisible;if(!m){var x=v.aabb.intersects(s);if(0===x)continue;m=2===x}var b=v.aabb.distanceX(o),_=v.aabb.distanceY(o),w=Math.max(Math.abs(b),Math.abs(_)),T=3+(1<<h-v.zoom)-2;if(v.zoom===h||w>T&&v.zoom>=l)f.push({tileID:new t.OverscaledTileID(v.zoom===h?p:v.zoom,v.wrap,v.zoom,g,y),distanceSq:t.sqrLen([o[0]-.5-g,o[1]-.5-y])});else for(var k=0;k<4;k++){var A=(g<<1)+k%2,M=(y<<1)+(k>>1);c.push({aabb:v.aabb.quadrant(k),zoom:v.zoom+1,x:A,y:M,wrap:v.wrap,fullyVisible:m})}}return f.sort((function(t,e){return t.distanceSq-e.distanceSq})).map((function(t){return t.tileID}))},Cn.prototype.resize=function(t,e){this.width=t,this.height=e,this.pixelsToGLUnits=[2/t,-2/e],this._constrain(),this._calcMatrices()},Pn.unmodified.get=function(){return this._unmodified},Cn.prototype.zoomScale=function(t){return Math.pow(2,t)},Cn.prototype.scaleZoom=function(t){return Math.log(t)/Math.LN2},Cn.prototype.project=function(e){var r=t.clamp(e.lat,-this.maxValidLatitude,this.maxValidLatitude);return new t.Point(t.mercatorXfromLng(e.lng)*this.worldSize,t.mercatorYfromLat(r)*this.worldSize)},Cn.prototype.unproject=function(e){return new t.MercatorCoordinate(e.x/this.worldSize,e.y/this.worldSize).toLngLat()},Pn.point.get=function(){return this.project(this.center)},Cn.prototype.setLocationAtPoint=function(e,r){var n=this.pointCoordinate(r),i=this.pointCoordinate(this.centerPoint),a=this.locationCoordinate(e),o=new t.MercatorCoordinate(a.x-(n.x-i.x),a.y-(n.y-i.y));this.center=this.coordinateLocation(o),this._renderWorldCopies&&(this.center=this.center.wrap())},Cn.prototype.locationPoint=function(t){return this.coordinatePoint(this.locationCoordinate(t))},Cn.prototype.pointLocation=function(t){return this.coordinateLocation(this.pointCoordinate(t))},Cn.prototype.locationCoordinate=function(e){return t.MercatorCoordinate.fromLngLat(e)},Cn.prototype.coordinateLocation=function(t){return t.toLngLat()},Cn.prototype.pointCoordinate=function(e){var r=[e.x,e.y,0,1],n=[e.x,e.y,1,1];t.transformMat4(r,r,this.pixelMatrixInverse),t.transformMat4(n,n,this.pixelMatrixInverse);var i=r[3],a=n[3],o=r[0]/i,s=n[0]/a,l=r[1]/i,u=n[1]/a,c=r[2]/i,f=n[2]/a,h=c===f?0:(0-c)/(f-c);return new t.MercatorCoordinate(t.number(o,s,h)/this.worldSize,t.number(l,u,h)/this.worldSize)},Cn.prototype.coordinatePoint=function(e){var r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix),new t.Point(r[0]/r[3],r[1]/r[3])},Cn.prototype.getBounds=function(){return(new t.LngLatBounds).extend(this.pointLocation(new t.Point(0,0))).extend(this.pointLocation(new t.Point(this.width,0))).extend(this.pointLocation(new t.Point(this.width,this.height))).extend(this.pointLocation(new t.Point(0,this.height)))},Cn.prototype.getMaxBounds=function(){return this.latRange&&2===this.latRange.length&&this.lngRange&&2===this.lngRange.length?new t.LngLatBounds([this.lngRange[0],this.latRange[0]],[this.lngRange[1],this.latRange[1]]):null},Cn.prototype.setMaxBounds=function(t){t?(this.lngRange=[t.getWest(),t.getEast()],this.latRange=[t.getSouth(),t.getNorth()],this._constrain()):(this.lngRange=null,this.latRange=[-this.maxValidLatitude,this.maxValidLatitude])},Cn.prototype.calculatePosMatrix=function(e,r){void 0===r&&(r=!1);var n=e.key,i=r?this._alignedPosMatrixCache:this._posMatrixCache;if(i[n])return i[n];var a=e.canonical,o=this.worldSize/this.zoomScale(a.z),s=a.x+Math.pow(2,a.z)*e.wrap,l=t.identity(new Float64Array(16));return t.translate(l,l,[s*o,a.y*o,0]),t.scale(l,l,[o/t.EXTENT,o/t.EXTENT,1]),t.multiply(l,r?this.alignedProjMatrix:this.projMatrix,l),i[n]=new Float32Array(l),i[n]},Cn.prototype.customLayerMatrix=function(){return this.mercatorMatrix.slice()},Cn.prototype._constrain=function(){if(this.center&&this.width&&this.height&&!this._constraining){this._constraining=!0;var e,r,n,i,a=-90,o=90,s=-180,l=180,u=this.size,c=this._unmodified;if(this.latRange){var f=this.latRange;a=t.mercatorYfromLat(f[1])*this.worldSize,e=(o=t.mercatorYfromLat(f[0])*this.worldSize)-a<u.y?u.y/(o-a):0}if(this.lngRange){var h=this.lngRange;s=t.mercatorXfromLng(h[0])*this.worldSize,r=(l=t.mercatorXfromLng(h[1])*this.worldSize)-s<u.x?u.x/(l-s):0}var p=this.point,d=Math.max(r||0,e||0);if(d)return this.center=this.unproject(new t.Point(r?(l+s)/2:p.x,e?(o+a)/2:p.y)),this.zoom+=this.scaleZoom(d),this._unmodified=c,void(this._constraining=!1);if(this.latRange){var v=p.y,g=u.y/2;v-g<a&&(i=a+g),v+g>o&&(i=o-g)}if(this.lngRange){var y=p.x,m=u.x/2;y-m<s&&(n=s+m),y+m>l&&(n=l-m)}void 0===n&&void 0===i||(this.center=this.unproject(new t.Point(void 0!==n?n:p.x,void 0!==i?i:p.y))),this._unmodified=c,this._constraining=!1}},Cn.prototype._calcMatrices=function(){if(this.height){var e=this._fov/2,r=this.centerOffset;this.cameraToCenterDistance=.5/Math.tan(e)*this.height;var n=Math.PI/2+this._pitch,i=this._fov*(.5+r.y/this.height),a=Math.sin(i)*this.cameraToCenterDistance/Math.sin(t.clamp(Math.PI-n-i,.01,Math.PI-.01)),o=this.point,s=o.x,l=o.y,u=1.01*(Math.cos(Math.PI/2-this._pitch)*a+this.cameraToCenterDistance),c=this.height/50,f=new Float64Array(16);t.perspective(f,this._fov,this.width/this.height,c,u),f[8]=2*-r.x/this.width,f[9]=2*r.y/this.height,t.scale(f,f,[1,-1,1]),t.translate(f,f,[0,0,-this.cameraToCenterDistance]),t.rotateX(f,f,this._pitch),t.rotateZ(f,f,this.angle),t.translate(f,f,[-s,-l,0]),this.mercatorMatrix=t.scale([],f,[this.worldSize,this.worldSize,this.worldSize]),t.scale(f,f,[1,1,t.mercatorZfromAltitude(1,this.center.lat)*this.worldSize,1]),this.projMatrix=f,this.invProjMatrix=t.invert([],this.projMatrix);var h=this.width%2/2,p=this.height%2/2,d=Math.cos(this.angle),v=Math.sin(this.angle),g=s-Math.round(s)+d*h+v*p,y=l-Math.round(l)+d*p+v*h,m=new Float64Array(f);if(t.translate(m,m,[g>.5?g-1:g,y>.5?y-1:y,0]),this.alignedProjMatrix=m,f=t.create(),t.scale(f,f,[this.width/2,-this.height/2,1]),t.translate(f,f,[1,-1,0]),this.labelPlaneMatrix=f,f=t.create(),t.scale(f,f,[1,-1,1]),t.translate(f,f,[-1,-1,0]),t.scale(f,f,[2/this.width,2/this.height,1]),this.glCoordMatrix=f,this.pixelMatrix=t.multiply(new Float64Array(16),this.labelPlaneMatrix,this.projMatrix),!(f=t.invert(new Float64Array(16),this.pixelMatrix)))throw new Error(\"failed to invert matrix\");this.pixelMatrixInverse=f,this._posMatrixCache={},this._alignedPosMatrixCache={}}},Cn.prototype.maxPitchScaleFactor=function(){if(!this.pixelMatrixInverse)return 1;var e=this.pointCoordinate(new t.Point(0,0)),r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix)[3]/this.cameraToCenterDistance},Cn.prototype.getCameraPoint=function(){var e=this._pitch,r=Math.tan(e)*(this.cameraToCenterDistance||1);return this.centerPoint.add(new t.Point(0,r))},Cn.prototype.getCameraQueryGeometry=function(e){var r=this.getCameraPoint();if(1===e.length)return[e[0],r];for(var n=r.x,i=r.y,a=r.x,o=r.y,s=0,l=e;s<l.length;s+=1){var u=l[s];n=Math.min(n,u.x),i=Math.min(i,u.y),a=Math.max(a,u.x),o=Math.max(o,u.y)}return[new t.Point(n,i),new t.Point(a,i),new t.Point(a,o),new t.Point(n,o),new t.Point(n,i)]},Object.defineProperties(Cn.prototype,Pn);var On=function(e){var r,n,i,a,o;this._hashName=e&&encodeURIComponent(e),t.bindAll([\"_getCurrentHash\",\"_onHashChange\",\"_updateHash\"],this),this._updateHash=(r=this._updateHashUnthrottled.bind(this),n=300,i=!1,a=null,o=function(){a=null,i&&(r(),a=setTimeout(o,n),i=!1)},function(){return i=!0,a||o(),a})};On.prototype.addTo=function(e){return this._map=e,t.window.addEventListener(\"hashchange\",this._onHashChange,!1),this._map.on(\"moveend\",this._updateHash),this},On.prototype.remove=function(){return t.window.removeEventListener(\"hashchange\",this._onHashChange,!1),this._map.off(\"moveend\",this._updateHash),clearTimeout(this._updateHash()),delete this._map,this},On.prototype.getHashString=function(e){var r=this._map.getCenter(),n=Math.round(100*this._map.getZoom())/100,i=Math.ceil((n*Math.LN2+Math.log(512/360/.5))/Math.LN10),a=Math.pow(10,i),o=Math.round(r.lng*a)/a,s=Math.round(r.lat*a)/a,l=this._map.getBearing(),u=this._map.getPitch(),c=\"\";if(c+=e?\"/\"+o+\"/\"+s+\"/\"+n:n+\"/\"+s+\"/\"+o,(l||u)&&(c+=\"/\"+Math.round(10*l)/10),u&&(c+=\"/\"+Math.round(u)),this._hashName){var f=this._hashName,h=!1,p=t.window.location.hash.slice(1).split(\"&\").map((function(t){var e=t.split(\"=\")[0];return e===f?(h=!0,e+\"=\"+c):t})).filter((function(t){return t}));return h||p.push(f+\"=\"+c),\"#\"+p.join(\"&\")}return\"#\"+c},On.prototype._getCurrentHash=function(){var e,r=this,n=t.window.location.hash.replace(\"#\",\"\");return this._hashName?(n.split(\"&\").map((function(t){return t.split(\"=\")})).forEach((function(t){t[0]===r._hashName&&(e=t)})),(e&&e[1]||\"\").split(\"/\")):n.split(\"/\")},On.prototype._onHashChange=function(){var t=this._getCurrentHash();if(t.length>=3&&!t.some((function(t){return isNaN(t)}))){var e=this._map.dragRotate.isEnabled()&&this._map.touchZoomRotate.isEnabled()?+(t[3]||0):this._map.getBearing();return this._map.jumpTo({center:[+t[2],+t[1]],zoom:+t[0],bearing:e,pitch:+(t[4]||0)}),!0}return!1},On.prototype._updateHashUnthrottled=function(){var e=this.getHashString();try{t.window.history.replaceState(t.window.history.state,\"\",e)}catch(t){}};var In={linearity:.3,easing:t.bezier(0,0,.3,1)},Dn=t.extend({deceleration:2500,maxSpeed:1400},In),zn=t.extend({deceleration:20,maxSpeed:1400},In),Rn=t.extend({deceleration:1e3,maxSpeed:360},In),Fn=t.extend({deceleration:1e3,maxSpeed:90},In),Bn=function(t){this._map=t,this.clear()};function Nn(t,e){(!t.duration||t.duration<e.duration)&&(t.duration=e.duration,t.easing=e.easing)}function jn(e,r,n){var i=n.maxSpeed,a=n.linearity,o=n.deceleration,s=t.clamp(e*a/(r/1e3),-i,i),l=Math.abs(s)/(o*a);return{easing:n.easing,duration:1e3*l,amount:s*(l/2)}}Bn.prototype.clear=function(){this._inertiaBuffer=[]},Bn.prototype.record=function(e){this._drainInertiaBuffer(),this._inertiaBuffer.push({time:t.browser.now(),settings:e})},Bn.prototype._drainInertiaBuffer=function(){for(var e=this._inertiaBuffer,r=t.browser.now();e.length>0&&r-e[0].time>160;)e.shift()},Bn.prototype._onMoveEnd=function(e){if(this._drainInertiaBuffer(),!(this._inertiaBuffer.length<2)){for(var r={zoom:0,bearing:0,pitch:0,pan:new t.Point(0,0),pinchAround:void 0,around:void 0},n=0,i=this._inertiaBuffer;n<i.length;n+=1){var a=i[n].settings;r.zoom+=a.zoomDelta||0,r.bearing+=a.bearingDelta||0,r.pitch+=a.pitchDelta||0,a.panDelta&&r.pan._add(a.panDelta),a.around&&(r.around=a.around),a.pinchAround&&(r.pinchAround=a.pinchAround)}var o=this._inertiaBuffer[this._inertiaBuffer.length-1].time-this._inertiaBuffer[0].time,s={};if(r.pan.mag()){var l=jn(r.pan.mag(),o,t.extend({},Dn,e||{}));s.offset=r.pan.mult(l.amount/r.pan.mag()),s.center=this._map.transform.center,Nn(s,l)}if(r.zoom){var u=jn(r.zoom,o,zn);s.zoom=this._map.transform.zoom+u.amount,Nn(s,u)}if(r.bearing){var c=jn(r.bearing,o,Rn);s.bearing=this._map.transform.bearing+t.clamp(c.amount,-179,179),Nn(s,c)}if(r.pitch){var f=jn(r.pitch,o,Fn);s.pitch=this._map.transform.pitch+f.amount,Nn(s,f)}if(s.zoom||s.bearing){var h=void 0===r.pinchAround?r.around:r.pinchAround;s.around=h?this._map.unproject(h):this._map.getCenter()}return this.clear(),t.extend(s,{noMoveStart:!0})}};var Un=function(e){function n(n,i,a,o){void 0===o&&(o={});var s=r.mousePos(i.getCanvasContainer(),a),l=i.unproject(s);e.call(this,n,t.extend({point:s,lngLat:l,originalEvent:a},o)),this._defaultPrevented=!1,this.target=i}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Vn=function(e){function n(n,i,a){var o=\"touchend\"===n?a.changedTouches:a.touches,s=r.touchPos(i.getCanvasContainer(),o),l=s.map((function(t){return i.unproject(t)})),u=s.reduce((function(t,e,r,n){return t.add(e.div(n.length))}),new t.Point(0,0)),c=i.unproject(u);e.call(this,n,{points:s,point:u,lngLats:l,lngLat:c,originalEvent:a}),this._defaultPrevented=!1}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Hn=function(t){function e(e,r,n){t.call(this,e,{originalEvent:n}),this._defaultPrevented=!1}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={defaultPrevented:{configurable:!0}};return e.prototype.preventDefault=function(){this._defaultPrevented=!0},r.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(e.prototype,r),e}(t.Event),qn=function(t,e){this._map=t,this._clickTolerance=e.clickTolerance};qn.prototype.reset=function(){delete this._mousedownPos},qn.prototype.wheel=function(t){return this._firePreventable(new Hn(t.type,this._map,t))},qn.prototype.mousedown=function(t,e){return this._mousedownPos=e,this._firePreventable(new Un(t.type,this._map,t))},qn.prototype.mouseup=function(t){this._map.fire(new Un(t.type,this._map,t))},qn.prototype.click=function(t,e){this._mousedownPos&&this._mousedownPos.dist(e)>=this._clickTolerance||this._map.fire(new Un(t.type,this._map,t))},qn.prototype.dblclick=function(t){return this._firePreventable(new Un(t.type,this._map,t))},qn.prototype.mouseover=function(t){this._map.fire(new Un(t.type,this._map,t))},qn.prototype.mouseout=function(t){this._map.fire(new Un(t.type,this._map,t))},qn.prototype.touchstart=function(t){return this._firePreventable(new Vn(t.type,this._map,t))},qn.prototype.touchmove=function(t){this._map.fire(new Vn(t.type,this._map,t))},qn.prototype.touchend=function(t){this._map.fire(new Vn(t.type,this._map,t))},qn.prototype.touchcancel=function(t){this._map.fire(new Vn(t.type,this._map,t))},qn.prototype._firePreventable=function(t){if(this._map.fire(t),t.defaultPrevented)return{}},qn.prototype.isEnabled=function(){return!0},qn.prototype.isActive=function(){return!1},qn.prototype.enable=function(){},qn.prototype.disable=function(){};var Gn=function(t){this._map=t};Gn.prototype.reset=function(){this._delayContextMenu=!1,delete this._contextMenuEvent},Gn.prototype.mousemove=function(t){this._map.fire(new Un(t.type,this._map,t))},Gn.prototype.mousedown=function(){this._delayContextMenu=!0},Gn.prototype.mouseup=function(){this._delayContextMenu=!1,this._contextMenuEvent&&(this._map.fire(new Un(\"contextmenu\",this._map,this._contextMenuEvent)),delete this._contextMenuEvent)},Gn.prototype.contextmenu=function(t){this._delayContextMenu?this._contextMenuEvent=t:this._map.fire(new Un(t.type,this._map,t)),this._map.listens(\"contextmenu\")&&t.preventDefault()},Gn.prototype.isEnabled=function(){return!0},Gn.prototype.isActive=function(){return!1},Gn.prototype.enable=function(){},Gn.prototype.disable=function(){};var Zn=function(t,e){this._map=t,this._el=t.getCanvasContainer(),this._container=t.getContainer(),this._clickTolerance=e.clickTolerance||1};function Yn(t,e){for(var r={},n=0;n<t.length;n++)r[t[n].identifier]=e[n];return r}Zn.prototype.isEnabled=function(){return!!this._enabled},Zn.prototype.isActive=function(){return!!this._active},Zn.prototype.enable=function(){this.isEnabled()||(this._enabled=!0)},Zn.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},Zn.prototype.mousedown=function(t,e){this.isEnabled()&&t.shiftKey&&0===t.button&&(r.disableDrag(),this._startPos=this._lastPos=e,this._active=!0)},Zn.prototype.mousemoveWindow=function(t,e){if(this._active){var n=e;if(!(this._lastPos.equals(n)||!this._box&&n.dist(this._startPos)<this._clickTolerance)){var i=this._startPos;this._lastPos=n,this._box||(this._box=r.create(\"div\",\"mapboxgl-boxzoom\",this._container),this._container.classList.add(\"mapboxgl-crosshair\"),this._fireEvent(\"boxzoomstart\",t));var a=Math.min(i.x,n.x),o=Math.max(i.x,n.x),s=Math.min(i.y,n.y),l=Math.max(i.y,n.y);r.setTransform(this._box,\"translate(\"+a+\"px,\"+s+\"px)\"),this._box.style.width=o-a+\"px\",this._box.style.height=l-s+\"px\"}}},Zn.prototype.mouseupWindow=function(e,n){var i=this;if(this._active&&0===e.button){var a=this._startPos,o=n;if(this.reset(),r.suppressClick(),a.x!==o.x||a.y!==o.y)return this._map.fire(new t.Event(\"boxzoomend\",{originalEvent:e})),{cameraAnimation:function(t){return t.fitScreenCoordinates(a,o,i._map.getBearing(),{linear:!0})}};this._fireEvent(\"boxzoomcancel\",e)}},Zn.prototype.keydown=function(t){this._active&&27===t.keyCode&&(this.reset(),this._fireEvent(\"boxzoomcancel\",t))},Zn.prototype.reset=function(){this._active=!1,this._container.classList.remove(\"mapboxgl-crosshair\"),this._box&&(r.remove(this._box),this._box=null),r.enableDrag(),delete this._startPos,delete this._lastPos},Zn.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,{originalEvent:r}))};var Wn=function(t){this.reset(),this.numTouches=t.numTouches};Wn.prototype.reset=function(){delete this.centroid,delete this.startTime,delete this.touches,this.aborted=!1},Wn.prototype.touchstart=function(e,r,n){(this.centroid||n.length>this.numTouches)&&(this.aborted=!0),this.aborted||(void 0===this.startTime&&(this.startTime=e.timeStamp),n.length===this.numTouches&&(this.centroid=function(e){for(var r=new t.Point(0,0),n=0,i=e;n<i.length;n+=1){var a=i[n];r._add(a)}return r.div(e.length)}(r),this.touches=Yn(n,r)))},Wn.prototype.touchmove=function(t,e,r){if(!this.aborted&&this.centroid){var n=Yn(r,e);for(var i in this.touches){var a=this.touches[i],o=n[i];(!o||o.dist(a)>30)&&(this.aborted=!0)}}},Wn.prototype.touchend=function(t,e,r){if((!this.centroid||t.timeStamp-this.startTime>500)&&(this.aborted=!0),0===r.length){var n=!this.aborted&&this.centroid;if(this.reset(),n)return n}};var Xn=function(t){this.singleTap=new Wn(t),this.numTaps=t.numTaps,this.reset()};Xn.prototype.reset=function(){this.lastTime=1/0,delete this.lastTap,this.count=0,this.singleTap.reset()},Xn.prototype.touchstart=function(t,e,r){this.singleTap.touchstart(t,e,r)},Xn.prototype.touchmove=function(t,e,r){this.singleTap.touchmove(t,e,r)},Xn.prototype.touchend=function(t,e,r){var n=this.singleTap.touchend(t,e,r);if(n){var i=t.timeStamp-this.lastTime<500,a=!this.lastTap||this.lastTap.dist(n)<30;if(i&&a||this.reset(),this.count++,this.lastTime=t.timeStamp,this.lastTap=n,this.count===this.numTaps)return this.reset(),n}};var Jn=function(){this._zoomIn=new Xn({numTouches:1,numTaps:2}),this._zoomOut=new Xn({numTouches:2,numTaps:1}),this.reset()};Jn.prototype.reset=function(){this._active=!1,this._zoomIn.reset(),this._zoomOut.reset()},Jn.prototype.touchstart=function(t,e,r){this._zoomIn.touchstart(t,e,r),this._zoomOut.touchstart(t,e,r)},Jn.prototype.touchmove=function(t,e,r){this._zoomIn.touchmove(t,e,r),this._zoomOut.touchmove(t,e,r)},Jn.prototype.touchend=function(t,e,r){var n=this,i=this._zoomIn.touchend(t,e,r),a=this._zoomOut.touchend(t,e,r);return i?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()+1,around:e.unproject(i)},{originalEvent:t})}}):a?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()-1,around:e.unproject(a)},{originalEvent:t})}}):void 0},Jn.prototype.touchcancel=function(){this.reset()},Jn.prototype.enable=function(){this._enabled=!0},Jn.prototype.disable=function(){this._enabled=!1,this.reset()},Jn.prototype.isEnabled=function(){return this._enabled},Jn.prototype.isActive=function(){return this._active};var Kn=function(t){this.reset(),this._clickTolerance=t.clickTolerance||1};Kn.prototype.reset=function(){this._active=!1,this._moved=!1,delete this._lastPoint,delete this._eventButton},Kn.prototype._correctButton=function(t,e){return!1},Kn.prototype._move=function(t,e){return{}},Kn.prototype.mousedown=function(t,e){if(!this._lastPoint){var n=r.mouseButton(t);this._correctButton(t,n)&&(this._lastPoint=e,this._eventButton=n)}},Kn.prototype.mousemoveWindow=function(t,e){var r=this._lastPoint;if(r&&(t.preventDefault(),this._moved||!(e.dist(r)<this._clickTolerance)))return this._moved=!0,this._lastPoint=e,this._move(r,e)},Kn.prototype.mouseupWindow=function(t){r.mouseButton(t)===this._eventButton&&(this._moved&&r.suppressClick(),this.reset())},Kn.prototype.enable=function(){this._enabled=!0},Kn.prototype.disable=function(){this._enabled=!1,this.reset()},Kn.prototype.isEnabled=function(){return this._enabled},Kn.prototype.isActive=function(){return this._active};var $n=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.mousedown=function(e,r){t.prototype.mousedown.call(this,e,r),this._lastPoint&&(this._active=!0)},e.prototype._correctButton=function(t,e){return 0===e&&!t.ctrlKey},e.prototype._move=function(t,e){return{around:e,panDelta:e.sub(t)}},e}(Kn),Qn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=.8*(e.x-t.x);if(r)return this._active=!0,{bearingDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Kn),ti=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=-.5*(e.y-t.y);if(r)return this._active=!0,{pitchDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Kn),ei=function(t){this._minTouches=1,this._clickTolerance=t.clickTolerance||1,this.reset()};ei.prototype.reset=function(){this._active=!1,this._touches={},this._sum=new t.Point(0,0)},ei.prototype.touchstart=function(t,e,r){return this._calculateTransform(t,e,r)},ei.prototype.touchmove=function(t,e,r){if(this._active)return t.preventDefault(),this._calculateTransform(t,e,r)},ei.prototype.touchend=function(t,e,r){this._calculateTransform(t,e,r),this._active&&r.length<this._minTouches&&this.reset()},ei.prototype.touchcancel=function(){this.reset()},ei.prototype._calculateTransform=function(e,r,n){n.length>0&&(this._active=!0);var i=Yn(n,r),a=new t.Point(0,0),o=new t.Point(0,0),s=0;for(var l in i){var u=i[l],c=this._touches[l];c&&(a._add(u),o._add(u.sub(c)),s++,i[l]=u)}if(this._touches=i,!(s<this._minTouches)&&o.mag()){var f=o.div(s);if(this._sum._add(f),!(this._sum.mag()<this._clickTolerance))return{around:a.div(s),panDelta:f}}},ei.prototype.enable=function(){this._enabled=!0},ei.prototype.disable=function(){this._enabled=!1,this.reset()},ei.prototype.isEnabled=function(){return this._enabled},ei.prototype.isActive=function(){return this._active};var ri=function(){this.reset()};function ni(t,e,r){for(var n=0;n<t.length;n++)if(t[n].identifier===r)return e[n]}ri.prototype.reset=function(){this._active=!1,delete this._firstTwoTouches},ri.prototype._start=function(t){},ri.prototype._move=function(t,e,r){return{}},ri.prototype.touchstart=function(t,e,r){this._firstTwoTouches||r.length<2||(this._firstTwoTouches=[r[0].identifier,r[1].identifier],this._start([e[0],e[1]]))},ri.prototype.touchmove=function(t,e,r){if(this._firstTwoTouches){t.preventDefault();var n=this._firstTwoTouches,i=n[0],a=n[1],o=ni(r,e,i),s=ni(r,e,a);if(o&&s){var l=this._aroundCenter?null:o.add(s).div(2);return this._move([o,s],l,t)}}},ri.prototype.touchend=function(t,e,n){if(this._firstTwoTouches){var i=this._firstTwoTouches,a=i[0],o=i[1],s=ni(n,e,a),l=ni(n,e,o);s&&l||(this._active&&r.suppressClick(),this.reset())}},ri.prototype.touchcancel=function(){this.reset()},ri.prototype.enable=function(t){this._enabled=!0,this._aroundCenter=!!t&&\"center\"===t.around},ri.prototype.disable=function(){this._enabled=!1,this.reset()},ri.prototype.isEnabled=function(){return this._enabled},ri.prototype.isActive=function(){return this._active};function ii(t,e){return Math.log(t/e)/Math.LN2}var ai=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._distance,delete this._startDistance},e.prototype._start=function(t){this._startDistance=this._distance=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._distance;if(this._distance=t[0].dist(t[1]),this._active||!(Math.abs(ii(this._distance,this._startDistance))<.1))return this._active=!0,{zoomDelta:ii(this._distance,r),pinchAround:e}},e}(ri);function oi(t,e){return 180*t.angleWith(e)/Math.PI}var si=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._minDiameter,delete this._startVector,delete this._vector},e.prototype._start=function(t){this._startVector=this._vector=t[0].sub(t[1]),this._minDiameter=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._vector;if(this._vector=t[0].sub(t[1]),this._active||!this._isBelowThreshold(this._vector))return this._active=!0,{bearingDelta:oi(this._vector,r),pinchAround:e}},e.prototype._isBelowThreshold=function(t){this._minDiameter=Math.min(this._minDiameter,t.mag());var e=25/(Math.PI*this._minDiameter)*360,r=oi(t,this._startVector);return Math.abs(r)<e},e}(ri);function li(t){return Math.abs(t.y)>Math.abs(t.x)}var ui=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),this._valid=void 0,delete this._firstMove,delete this._lastPoints},e.prototype._start=function(t){this._lastPoints=t,li(t[0].sub(t[1]))&&(this._valid=!1)},e.prototype._move=function(t,e,r){var n=t[0].sub(this._lastPoints[0]),i=t[1].sub(this._lastPoints[1]);if(this._valid=this.gestureBeginsVertically(n,i,r.timeStamp),this._valid)return this._lastPoints=t,this._active=!0,{pitchDelta:(n.y+i.y)/2*-.5}},e.prototype.gestureBeginsVertically=function(t,e,r){if(void 0!==this._valid)return this._valid;var n=t.mag()>=2,i=e.mag()>=2;if(n||i){if(!n||!i)return void 0===this._firstMove&&(this._firstMove=r),r-this._firstMove<100&&void 0;var a=t.y>0==e.y>0;return li(t)&&li(e)&&a}},e}(ri),ci={panStep:100,bearingStep:15,pitchStep:10},fi=function(){var t=ci;this._panStep=t.panStep,this._bearingStep=t.bearingStep,this._pitchStep=t.pitchStep};function hi(t){return t*(2-t)}fi.prototype.reset=function(){this._active=!1},fi.prototype.keydown=function(t){var e=this;if(!(t.altKey||t.ctrlKey||t.metaKey)){var r=0,n=0,i=0,a=0,o=0;switch(t.keyCode){case 61:case 107:case 171:case 187:r=1;break;case 189:case 109:case 173:r=-1;break;case 37:t.shiftKey?n=-1:(t.preventDefault(),a=-1);break;case 39:t.shiftKey?n=1:(t.preventDefault(),a=1);break;case 38:t.shiftKey?i=1:(t.preventDefault(),o=-1);break;case 40:t.shiftKey?i=-1:(t.preventDefault(),o=1);break;default:return}return{cameraAnimation:function(s){var l=s.getZoom();s.easeTo({duration:300,easeId:\"keyboardHandler\",easing:hi,zoom:r?Math.round(l)+r*(t.shiftKey?2:1):l,bearing:s.getBearing()+n*e._bearingStep,pitch:s.getPitch()+i*e._pitchStep,offset:[-a*e._panStep,-o*e._panStep],center:s.getCenter()},{originalEvent:t})}}}},fi.prototype.enable=function(){this._enabled=!0},fi.prototype.disable=function(){this._enabled=!1,this.reset()},fi.prototype.isEnabled=function(){return this._enabled},fi.prototype.isActive=function(){return this._active};var pi=4.000244140625,di=function(e,r){this._map=e,this._el=e.getCanvasContainer(),this._handler=r,this._delta=0,this._defaultZoomRate=.01,this._wheelZoomRate=.0022222222222222222,t.bindAll([\"_onWheel\",\"_onTimeout\",\"_onScrollFrame\",\"_onScrollFinished\"],this)};di.prototype.setZoomRate=function(t){this._defaultZoomRate=t},di.prototype.setWheelZoomRate=function(t){this._wheelZoomRate=t},di.prototype.isEnabled=function(){return!!this._enabled},di.prototype.isActive=function(){return!!this._active||void 0!==this._finishTimeout},di.prototype.isZooming=function(){return!!this._zooming},di.prototype.enable=function(t){this.isEnabled()||(this._enabled=!0,this._aroundCenter=t&&\"center\"===t.around)},di.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},di.prototype.wheel=function(e){if(this.isEnabled()){var r=e.deltaMode===t.window.WheelEvent.DOM_DELTA_LINE?40*e.deltaY:e.deltaY,n=t.browser.now(),i=n-(this._lastWheelEventTime||0);this._lastWheelEventTime=n,0!==r&&r%pi==0?this._type=\"wheel\":0!==r&&Math.abs(r)<4?this._type=\"trackpad\":i>400?(this._type=null,this._lastValue=r,this._timeout=setTimeout(this._onTimeout,40,e)):this._type||(this._type=Math.abs(i*r)<200?\"trackpad\":\"wheel\",this._timeout&&(clearTimeout(this._timeout),this._timeout=null,r+=this._lastValue)),e.shiftKey&&r&&(r/=4),this._type&&(this._lastWheelEvent=e,this._delta-=r,this._active||this._start(e)),e.preventDefault()}},di.prototype._onTimeout=function(t){this._type=\"wheel\",this._delta-=this._lastValue,this._active||this._start(t)},di.prototype._start=function(e){if(this._delta){this._frameId&&(this._frameId=null),this._active=!0,this.isZooming()||(this._zooming=!0),this._finishTimeout&&(clearTimeout(this._finishTimeout),delete this._finishTimeout);var n=r.mousePos(this._el,e);this._around=t.LngLat.convert(this._aroundCenter?this._map.getCenter():this._map.unproject(n)),this._aroundPoint=this._map.transform.locationPoint(this._around),this._frameId||(this._frameId=!0,this._handler._triggerRenderFrame())}},di.prototype.renderFrame=function(){return this._onScrollFrame()},di.prototype._onScrollFrame=function(){var e=this;if(this._frameId&&(this._frameId=null,this.isActive())){var r=this._map.transform;if(0!==this._delta){var n=\"wheel\"===this._type&&Math.abs(this._delta)>pi?this._wheelZoomRate:this._defaultZoomRate,i=2/(1+Math.exp(-Math.abs(this._delta*n)));this._delta<0&&0!==i&&(i=1/i);var a=\"number\"==typeof this._targetZoom?r.zoomScale(this._targetZoom):r.scale;this._targetZoom=Math.min(r.maxZoom,Math.max(r.minZoom,r.scaleZoom(a*i))),\"wheel\"===this._type&&(this._startZoom=r.zoom,this._easing=this._smoothOutEasing(200)),this._delta=0}var o,s=\"number\"==typeof this._targetZoom?this._targetZoom:r.zoom,l=this._startZoom,u=this._easing,c=!1;if(\"wheel\"===this._type&&l&&u){var f=Math.min((t.browser.now()-this._lastWheelEventTime)/200,1),h=u(f);o=t.number(l,s,h),f<1?this._frameId||(this._frameId=!0):c=!0}else o=s,c=!0;return this._active=!0,c&&(this._active=!1,this._finishTimeout=setTimeout((function(){e._zooming=!1,e._handler._triggerRenderFrame(),delete e._targetZoom,delete e._finishTimeout}),200)),{noInertia:!0,needsRenderFrame:!c,zoomDelta:o-r.zoom,around:this._aroundPoint,originalEvent:this._lastWheelEvent}}},di.prototype._smoothOutEasing=function(e){var r=t.ease;if(this._prevEase){var n=this._prevEase,i=(t.browser.now()-n.start)/n.duration,a=n.easing(i+.01)-n.easing(i),o=.27/Math.sqrt(a*a+1e-4)*.01,s=Math.sqrt(.0729-o*o);r=t.bezier(o,s,.25,1)}return this._prevEase={start:t.browser.now(),duration:e,easing:r},r},di.prototype.reset=function(){this._active=!1};var vi=function(t,e){this._clickZoom=t,this._tapZoom=e};vi.prototype.enable=function(){this._clickZoom.enable(),this._tapZoom.enable()},vi.prototype.disable=function(){this._clickZoom.disable(),this._tapZoom.disable()},vi.prototype.isEnabled=function(){return this._clickZoom.isEnabled()&&this._tapZoom.isEnabled()},vi.prototype.isActive=function(){return this._clickZoom.isActive()||this._tapZoom.isActive()};var gi=function(){this.reset()};gi.prototype.reset=function(){this._active=!1},gi.prototype.dblclick=function(t,e){return t.preventDefault(),{cameraAnimation:function(r){r.easeTo({duration:300,zoom:r.getZoom()+(t.shiftKey?-1:1),around:r.unproject(e)},{originalEvent:t})}}},gi.prototype.enable=function(){this._enabled=!0},gi.prototype.disable=function(){this._enabled=!1,this.reset()},gi.prototype.isEnabled=function(){return this._enabled},gi.prototype.isActive=function(){return this._active};var yi=function(){this._tap=new Xn({numTouches:1,numTaps:1}),this.reset()};yi.prototype.reset=function(){this._active=!1,delete this._swipePoint,delete this._swipeTouch,delete this._tapTime,this._tap.reset()},yi.prototype.touchstart=function(t,e,r){this._swipePoint||(this._tapTime&&t.timeStamp-this._tapTime>500&&this.reset(),this._tapTime?r.length>0&&(this._swipePoint=e[0],this._swipeTouch=r[0].identifier):this._tap.touchstart(t,e,r))},yi.prototype.touchmove=function(t,e,r){if(this._tapTime){if(this._swipePoint){if(r[0].identifier!==this._swipeTouch)return;var n=e[0],i=n.y-this._swipePoint.y;return this._swipePoint=n,t.preventDefault(),this._active=!0,{zoomDelta:i/128}}}else this._tap.touchmove(t,e,r)},yi.prototype.touchend=function(t,e,r){this._tapTime?this._swipePoint&&0===r.length&&this.reset():this._tap.touchend(t,e,r)&&(this._tapTime=t.timeStamp)},yi.prototype.touchcancel=function(){this.reset()},yi.prototype.enable=function(){this._enabled=!0},yi.prototype.disable=function(){this._enabled=!1,this.reset()},yi.prototype.isEnabled=function(){return this._enabled},yi.prototype.isActive=function(){return this._active};var mi=function(t,e,r){this._el=t,this._mousePan=e,this._touchPan=r};mi.prototype.enable=function(t){this._inertiaOptions=t||{},this._mousePan.enable(),this._touchPan.enable(),this._el.classList.add(\"mapboxgl-touch-drag-pan\")},mi.prototype.disable=function(){this._mousePan.disable(),this._touchPan.disable(),this._el.classList.remove(\"mapboxgl-touch-drag-pan\")},mi.prototype.isEnabled=function(){return this._mousePan.isEnabled()&&this._touchPan.isEnabled()},mi.prototype.isActive=function(){return this._mousePan.isActive()||this._touchPan.isActive()};var xi=function(t,e,r){this._pitchWithRotate=t.pitchWithRotate,this._mouseRotate=e,this._mousePitch=r};xi.prototype.enable=function(){this._mouseRotate.enable(),this._pitchWithRotate&&this._mousePitch.enable()},xi.prototype.disable=function(){this._mouseRotate.disable(),this._mousePitch.disable()},xi.prototype.isEnabled=function(){return this._mouseRotate.isEnabled()&&(!this._pitchWithRotate||this._mousePitch.isEnabled())},xi.prototype.isActive=function(){return this._mouseRotate.isActive()||this._mousePitch.isActive()};var bi=function(t,e,r,n){this._el=t,this._touchZoom=e,this._touchRotate=r,this._tapDragZoom=n,this._rotationDisabled=!1,this._enabled=!0};bi.prototype.enable=function(t){this._touchZoom.enable(t),this._rotationDisabled||this._touchRotate.enable(t),this._tapDragZoom.enable(),this._el.classList.add(\"mapboxgl-touch-zoom-rotate\")},bi.prototype.disable=function(){this._touchZoom.disable(),this._touchRotate.disable(),this._tapDragZoom.disable(),this._el.classList.remove(\"mapboxgl-touch-zoom-rotate\")},bi.prototype.isEnabled=function(){return this._touchZoom.isEnabled()&&(this._rotationDisabled||this._touchRotate.isEnabled())&&this._tapDragZoom.isEnabled()},bi.prototype.isActive=function(){return this._touchZoom.isActive()||this._touchRotate.isActive()||this._tapDragZoom.isActive()},bi.prototype.disableRotation=function(){this._rotationDisabled=!0,this._touchRotate.disable()},bi.prototype.enableRotation=function(){this._rotationDisabled=!1,this._touchZoom.isEnabled()&&this._touchRotate.enable()};var _i=function(t){return t.zoom||t.drag||t.pitch||t.rotate},wi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(t.Event);function Ti(t){return t.panDelta&&t.panDelta.mag()||t.zoomDelta||t.bearingDelta||t.pitchDelta}var ki=function(e,n){this._map=e,this._el=this._map.getCanvasContainer(),this._handlers=[],this._handlersById={},this._changes=[],this._inertia=new Bn(e),this._bearingSnap=n.bearingSnap,this._previousActiveHandlers={},this._eventsInProgress={},this._addDefaultHandlers(n),t.bindAll([\"handleEvent\",\"handleWindowEvent\"],this);var i=this._el;this._listeners=[[i,\"touchstart\",{passive:!1}],[i,\"touchmove\",{passive:!1}],[i,\"touchend\",void 0],[i,\"touchcancel\",void 0],[i,\"mousedown\",void 0],[i,\"mousemove\",void 0],[i,\"mouseup\",void 0],[t.window.document,\"mousemove\",{capture:!0}],[t.window.document,\"mouseup\",void 0],[i,\"mouseover\",void 0],[i,\"mouseout\",void 0],[i,\"dblclick\",void 0],[i,\"click\",void 0],[i,\"keydown\",{capture:!1}],[i,\"keyup\",void 0],[i,\"wheel\",{passive:!1}],[i,\"contextmenu\",void 0],[t.window,\"blur\",void 0]];for(var a=0,o=this._listeners;a<o.length;a+=1){var s=o[a],l=s[0],u=s[1],c=s[2];r.addEventListener(l,u,l===t.window.document?this.handleWindowEvent:this.handleEvent,c)}};ki.prototype.destroy=function(){for(var e=0,n=this._listeners;e<n.length;e+=1){var i=n[e],a=i[0],o=i[1],s=i[2];r.removeEventListener(a,o,a===t.window.document?this.handleWindowEvent:this.handleEvent,s)}},ki.prototype._addDefaultHandlers=function(t){var e=this._map,r=e.getCanvasContainer();this._add(\"mapEvent\",new qn(e,t));var n=e.boxZoom=new Zn(e,t);this._add(\"boxZoom\",n);var i=new Jn,a=new gi;e.doubleClickZoom=new vi(a,i),this._add(\"tapZoom\",i),this._add(\"clickZoom\",a);var o=new yi;this._add(\"tapDragZoom\",o);var s=e.touchPitch=new ui;this._add(\"touchPitch\",s);var l=new Qn(t),u=new ti(t);e.dragRotate=new xi(t,l,u),this._add(\"mouseRotate\",l,[\"mousePitch\"]),this._add(\"mousePitch\",u,[\"mouseRotate\"]);var c=new $n(t),f=new ei(t);e.dragPan=new mi(r,c,f),this._add(\"mousePan\",c),this._add(\"touchPan\",f,[\"touchZoom\",\"touchRotate\"]);var h=new si,p=new ai;e.touchZoomRotate=new bi(r,p,h,o),this._add(\"touchRotate\",h,[\"touchPan\",\"touchZoom\"]),this._add(\"touchZoom\",p,[\"touchPan\",\"touchRotate\"]);var d=e.scrollZoom=new di(e,this);this._add(\"scrollZoom\",d,[\"mousePan\"]);var v=e.keyboard=new fi;this._add(\"keyboard\",v),this._add(\"blockableMapEvent\",new Gn(e));for(var g=0,y=[\"boxZoom\",\"doubleClickZoom\",\"tapDragZoom\",\"touchPitch\",\"dragRotate\",\"dragPan\",\"touchZoomRotate\",\"scrollZoom\",\"keyboard\"];g<y.length;g+=1){var m=y[g];t.interactive&&t[m]&&e[m].enable(t[m])}},ki.prototype._add=function(t,e,r){this._handlers.push({handlerName:t,handler:e,allowed:r}),this._handlersById[t]=e},ki.prototype.stop=function(){if(!this._updatingCamera){for(var t=0,e=this._handlers;t<e.length;t+=1)e[t].handler.reset();this._inertia.clear(),this._fireEvents({},{}),this._changes=[]}},ki.prototype.isActive=function(){for(var t=0,e=this._handlers;t<e.length;t+=1)if(e[t].handler.isActive())return!0;return!1},ki.prototype.isZooming=function(){return!!this._eventsInProgress.zoom||this._map.scrollZoom.isZooming()},ki.prototype.isRotating=function(){return!!this._eventsInProgress.rotate},ki.prototype.isMoving=function(){return Boolean(_i(this._eventsInProgress))||this.isZooming()},ki.prototype._blockedByActive=function(t,e,r){for(var n in t)if(n!==r&&(!e||e.indexOf(n)<0))return!0;return!1},ki.prototype.handleWindowEvent=function(t){this.handleEvent(t,t.type+\"Window\")},ki.prototype._getMapTouches=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=i.target;this._el.contains(a)&&e.push(i)}return e},ki.prototype.handleEvent=function(t,e){if(\"blur\"!==t.type){this._updatingCamera=!0;for(var n=\"renderFrame\"===t.type?void 0:t,i={needsRenderFrame:!1},a={},o={},s=t.touches?this._getMapTouches(t.touches):void 0,l=s?r.touchPos(this._el,s):r.mousePos(this._el,t),u=0,c=this._handlers;u<c.length;u+=1){var f=c[u],h=f.handlerName,p=f.handler,d=f.allowed;if(p.isEnabled()){var v=void 0;this._blockedByActive(o,d,h)?p.reset():p[e||t.type]&&(v=p[e||t.type](t,l,s),this.mergeHandlerResult(i,a,v,h,n),v&&v.needsRenderFrame&&this._triggerRenderFrame()),(v||p.isActive())&&(o[h]=p)}}var g={};for(var y in this._previousActiveHandlers)o[y]||(g[y]=n);this._previousActiveHandlers=o,(Object.keys(g).length||Ti(i))&&(this._changes.push([i,a,g]),this._triggerRenderFrame()),(Object.keys(o).length||Ti(i))&&this._map._stop(!0),this._updatingCamera=!1;var m=i.cameraAnimation;m&&(this._inertia.clear(),this._fireEvents({},{}),this._changes=[],m(this._map))}else this.stop()},ki.prototype.mergeHandlerResult=function(e,r,n,i,a){if(n){t.extend(e,n);var o={handlerName:i,originalEvent:n.originalEvent||a};void 0!==n.zoomDelta&&(r.zoom=o),void 0!==n.panDelta&&(r.drag=o),void 0!==n.pitchDelta&&(r.pitch=o),void 0!==n.bearingDelta&&(r.rotate=o)}},ki.prototype._applyChanges=function(){for(var e={},r={},n={},i=0,a=this._changes;i<a.length;i+=1){var o=a[i],s=o[0],l=o[1],u=o[2];s.panDelta&&(e.panDelta=(e.panDelta||new t.Point(0,0))._add(s.panDelta)),s.zoomDelta&&(e.zoomDelta=(e.zoomDelta||0)+s.zoomDelta),s.bearingDelta&&(e.bearingDelta=(e.bearingDelta||0)+s.bearingDelta),s.pitchDelta&&(e.pitchDelta=(e.pitchDelta||0)+s.pitchDelta),void 0!==s.around&&(e.around=s.around),void 0!==s.pinchAround&&(e.pinchAround=s.pinchAround),s.noInertia&&(e.noInertia=s.noInertia),t.extend(r,l),t.extend(n,u)}this._updateMapTransform(e,r,n),this._changes=[]},ki.prototype._updateMapTransform=function(t,e,r){var n=this._map,i=n.transform;if(!Ti(t))return this._fireEvents(e,r);var a=t.panDelta,o=t.zoomDelta,s=t.bearingDelta,l=t.pitchDelta,u=t.around,c=t.pinchAround;void 0!==c&&(u=c),n._stop(!0),u=u||n.transform.centerPoint;var f=i.pointLocation(a?u.sub(a):u);s&&(i.bearing+=s),l&&(i.pitch+=l),o&&(i.zoom+=o),i.setLocationAtPoint(f,u),this._map._update(),t.noInertia||this._inertia.record(t),this._fireEvents(e,r)},ki.prototype._fireEvents=function(e,r){var n=this,i=_i(this._eventsInProgress),a=_i(e),o={};for(var s in e){var l=e[s].originalEvent;this._eventsInProgress[s]||(o[s+\"start\"]=l),this._eventsInProgress[s]=e[s]}for(var u in!i&&a&&this._fireEvent(\"movestart\",a.originalEvent),o)this._fireEvent(u,o[u]);for(var c in e.rotate&&(this._bearingChanged=!0),a&&this._fireEvent(\"move\",a.originalEvent),e){var f=e[c].originalEvent;this._fireEvent(c,f)}var h,p={};for(var d in this._eventsInProgress){var v=this._eventsInProgress[d],g=v.handlerName,y=v.originalEvent;this._handlersById[g].isActive()||(delete this._eventsInProgress[d],h=r[g]||y,p[d+\"end\"]=h)}for(var m in p)this._fireEvent(m,p[m]);var x=_i(this._eventsInProgress);if((i||a)&&!x){this._updatingCamera=!0;var b=this._inertia._onMoveEnd(this._map.dragPan._inertiaOptions),_=function(t){return 0!==t&&-n._bearingSnap<t&&t<n._bearingSnap};b?(_(b.bearing||this._map.getBearing())&&(b.bearing=0),this._map.easeTo(b,{originalEvent:h})):(this._map.fire(new t.Event(\"moveend\",{originalEvent:h})),_(this._map.getBearing())&&this._map.resetNorth()),this._bearingChanged=!1,this._updatingCamera=!1}},ki.prototype._fireEvent=function(e,r){this._map.fire(new t.Event(e,r?{originalEvent:r}:{}))},ki.prototype._triggerRenderFrame=function(){var t=this;void 0===this._frameId&&(this._frameId=this._map._requestRenderFrame((function(e){delete t._frameId,t.handleEvent(new wi(\"renderFrame\",{timeStamp:e})),t._applyChanges()})))};var Ai=function(e){function r(r,n){e.call(this),this._moving=!1,this._zooming=!1,this.transform=r,this._bearingSnap=n.bearingSnap,t.bindAll([\"_renderFrameCallback\"],this)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getCenter=function(){return new t.LngLat(this.transform.center.lng,this.transform.center.lat)},r.prototype.setCenter=function(t,e){return this.jumpTo({center:t},e)},r.prototype.panBy=function(e,r,n){return e=t.Point.convert(e).mult(-1),this.panTo(this.transform.center,t.extend({offset:e},r),n)},r.prototype.panTo=function(e,r,n){return this.easeTo(t.extend({center:e},r),n)},r.prototype.getZoom=function(){return this.transform.zoom},r.prototype.setZoom=function(t,e){return this.jumpTo({zoom:t},e),this},r.prototype.zoomTo=function(e,r,n){return this.easeTo(t.extend({zoom:e},r),n)},r.prototype.zoomIn=function(t,e){return this.zoomTo(this.getZoom()+1,t,e),this},r.prototype.zoomOut=function(t,e){return this.zoomTo(this.getZoom()-1,t,e),this},r.prototype.getBearing=function(){return this.transform.bearing},r.prototype.setBearing=function(t,e){return this.jumpTo({bearing:t},e),this},r.prototype.getPadding=function(){return this.transform.padding},r.prototype.setPadding=function(t,e){return this.jumpTo({padding:t},e),this},r.prototype.rotateTo=function(e,r,n){return this.easeTo(t.extend({bearing:e},r),n)},r.prototype.resetNorth=function(e,r){return this.rotateTo(0,t.extend({duration:1e3},e),r),this},r.prototype.resetNorthPitch=function(e,r){return this.easeTo(t.extend({bearing:0,pitch:0,duration:1e3},e),r),this},r.prototype.snapToNorth=function(t,e){return Math.abs(this.getBearing())<this._bearingSnap?this.resetNorth(t,e):this},r.prototype.getPitch=function(){return this.transform.pitch},r.prototype.setPitch=function(t,e){return this.jumpTo({pitch:t},e),this},r.prototype.cameraForBounds=function(e,r){return e=t.LngLatBounds.convert(e),this._cameraForBoxAndBearing(e.getNorthWest(),e.getSouthEast(),0,r)},r.prototype._cameraForBoxAndBearing=function(e,r,n,i){var a={top:0,bottom:0,right:0,left:0};if(\"number\"==typeof(i=t.extend({padding:a,offset:[0,0],maxZoom:this.transform.maxZoom},i)).padding){var o=i.padding;i.padding={top:o,bottom:o,right:o,left:o}}i.padding=t.extend(a,i.padding);var s=this.transform,l=s.padding,u=s.project(t.LngLat.convert(e)),c=s.project(t.LngLat.convert(r)),f=u.rotate(-n*Math.PI/180),h=c.rotate(-n*Math.PI/180),p=new t.Point(Math.max(f.x,h.x),Math.max(f.y,h.y)),d=new t.Point(Math.min(f.x,h.x),Math.min(f.y,h.y)),v=p.sub(d),g=(s.width-(l.left+l.right+i.padding.left+i.padding.right))/v.x,y=(s.height-(l.top+l.bottom+i.padding.top+i.padding.bottom))/v.y;if(!(y<0||g<0)){var m=Math.min(s.scaleZoom(s.scale*Math.min(g,y)),i.maxZoom),x=t.Point.convert(i.offset),b=(i.padding.left-i.padding.right)/2,_=(i.padding.top-i.padding.bottom)/2,w=new t.Point(x.x+b,x.y+_).mult(s.scale/s.zoomScale(m));return{center:s.unproject(u.add(c).div(2).sub(w)),zoom:m,bearing:n}}t.warnOnce(\"Map cannot fit within canvas with the given bounds, padding, and/or offset.\")},r.prototype.fitBounds=function(t,e,r){return this._fitInternal(this.cameraForBounds(t,e),e,r)},r.prototype.fitScreenCoordinates=function(e,r,n,i,a){return this._fitInternal(this._cameraForBoxAndBearing(this.transform.pointLocation(t.Point.convert(e)),this.transform.pointLocation(t.Point.convert(r)),n,i),i,a)},r.prototype._fitInternal=function(e,r,n){return e?(delete(r=t.extend(e,r)).padding,r.linear?this.easeTo(r,n):this.flyTo(r,n)):this},r.prototype.jumpTo=function(e,r){this.stop();var n=this.transform,i=!1,a=!1,o=!1;return\"zoom\"in e&&n.zoom!==+e.zoom&&(i=!0,n.zoom=+e.zoom),void 0!==e.center&&(n.center=t.LngLat.convert(e.center)),\"bearing\"in e&&n.bearing!==+e.bearing&&(a=!0,n.bearing=+e.bearing),\"pitch\"in e&&n.pitch!==+e.pitch&&(o=!0,n.pitch=+e.pitch),null==e.padding||n.isPaddingEqual(e.padding)||(n.padding=e.padding),this.fire(new t.Event(\"movestart\",r)).fire(new t.Event(\"move\",r)),i&&this.fire(new t.Event(\"zoomstart\",r)).fire(new t.Event(\"zoom\",r)).fire(new t.Event(\"zoomend\",r)),a&&this.fire(new t.Event(\"rotatestart\",r)).fire(new t.Event(\"rotate\",r)).fire(new t.Event(\"rotateend\",r)),o&&this.fire(new t.Event(\"pitchstart\",r)).fire(new t.Event(\"pitch\",r)).fire(new t.Event(\"pitchend\",r)),this.fire(new t.Event(\"moveend\",r))},r.prototype.easeTo=function(e,r){var n=this;this._stop(!1,e.easeId),(!1===(e=t.extend({offset:[0,0],duration:500,easing:t.ease},e)).animate||!e.essential&&t.browser.prefersReducedMotion)&&(e.duration=0);var i=this.transform,a=this.getZoom(),o=this.getBearing(),s=this.getPitch(),l=this.getPadding(),u=\"zoom\"in e?+e.zoom:a,c=\"bearing\"in e?this._normalizeBearing(e.bearing,o):o,f=\"pitch\"in e?+e.pitch:s,h=\"padding\"in e?e.padding:i.padding,p=t.Point.convert(e.offset),d=i.centerPoint.add(p),v=i.pointLocation(d),g=t.LngLat.convert(e.center||v);this._normalizeCenter(g);var y,m,x=i.project(v),b=i.project(g).sub(x),_=i.zoomScale(u-a);e.around&&(y=t.LngLat.convert(e.around),m=i.locationPoint(y));var w={moving:this._moving,zooming:this._zooming,rotating:this._rotating,pitching:this._pitching};return this._zooming=this._zooming||u!==a,this._rotating=this._rotating||o!==c,this._pitching=this._pitching||f!==s,this._padding=!i.isPaddingEqual(h),this._easeId=e.easeId,this._prepareEase(r,e.noMoveStart,w),clearTimeout(this._easeEndTimeoutID),this._ease((function(e){if(n._zooming&&(i.zoom=t.number(a,u,e)),n._rotating&&(i.bearing=t.number(o,c,e)),n._pitching&&(i.pitch=t.number(s,f,e)),n._padding&&(i.interpolatePadding(l,h,e),d=i.centerPoint.add(p)),y)i.setLocationAtPoint(y,m);else{var v=i.zoomScale(i.zoom-a),g=u>a?Math.min(2,_):Math.max(.5,_),w=Math.pow(g,1-e),T=i.unproject(x.add(b.mult(e*w)).mult(v));i.setLocationAtPoint(i.renderWorldCopies?T.wrap():T,d)}n._fireMoveEvents(r)}),(function(t){n._afterEase(r,t)}),e),this},r.prototype._prepareEase=function(e,r,n){void 0===n&&(n={}),this._moving=!0,r||n.moving||this.fire(new t.Event(\"movestart\",e)),this._zooming&&!n.zooming&&this.fire(new t.Event(\"zoomstart\",e)),this._rotating&&!n.rotating&&this.fire(new t.Event(\"rotatestart\",e)),this._pitching&&!n.pitching&&this.fire(new t.Event(\"pitchstart\",e))},r.prototype._fireMoveEvents=function(e){this.fire(new t.Event(\"move\",e)),this._zooming&&this.fire(new t.Event(\"zoom\",e)),this._rotating&&this.fire(new t.Event(\"rotate\",e)),this._pitching&&this.fire(new t.Event(\"pitch\",e))},r.prototype._afterEase=function(e,r){if(!this._easeId||!r||this._easeId!==r){delete this._easeId;var n=this._zooming,i=this._rotating,a=this._pitching;this._moving=!1,this._zooming=!1,this._rotating=!1,this._pitching=!1,this._padding=!1,n&&this.fire(new t.Event(\"zoomend\",e)),i&&this.fire(new t.Event(\"rotateend\",e)),a&&this.fire(new t.Event(\"pitchend\",e)),this.fire(new t.Event(\"moveend\",e))}},r.prototype.flyTo=function(e,r){var n=this;if(!e.essential&&t.browser.prefersReducedMotion){var i=t.pick(e,[\"center\",\"zoom\",\"bearing\",\"pitch\",\"around\"]);return this.jumpTo(i,r)}this.stop(),e=t.extend({offset:[0,0],speed:1.2,curve:1.42,easing:t.ease},e);var a=this.transform,o=this.getZoom(),s=this.getBearing(),l=this.getPitch(),u=this.getPadding(),c=\"zoom\"in e?t.clamp(+e.zoom,a.minZoom,a.maxZoom):o,f=\"bearing\"in e?this._normalizeBearing(e.bearing,s):s,h=\"pitch\"in e?+e.pitch:l,p=\"padding\"in e?e.padding:a.padding,d=a.zoomScale(c-o),v=t.Point.convert(e.offset),g=a.centerPoint.add(v),y=a.pointLocation(g),m=t.LngLat.convert(e.center||y);this._normalizeCenter(m);var x=a.project(y),b=a.project(m).sub(x),_=e.curve,w=Math.max(a.width,a.height),T=w/d,k=b.mag();if(\"minZoom\"in e){var A=t.clamp(Math.min(e.minZoom,o,c),a.minZoom,a.maxZoom),M=w/a.zoomScale(A-o);_=Math.sqrt(M/k*2)}var S=_*_;function E(t){var e=(T*T-w*w+(t?-1:1)*S*S*k*k)/(2*(t?T:w)*S*k);return Math.log(Math.sqrt(e*e+1)-e)}function L(t){return(Math.exp(t)-Math.exp(-t))/2}function C(t){return(Math.exp(t)+Math.exp(-t))/2}var P=E(0),O=function(t){return C(P)/C(P+_*t)},I=function(t){return w*((C(P)*(L(e=P+_*t)/C(e))-L(P))/S)/k;var e},D=(E(1)-P)/_;if(Math.abs(k)<1e-6||!isFinite(D)){if(Math.abs(w-T)<1e-6)return this.easeTo(e,r);var z=T<w?-1:1;D=Math.abs(Math.log(T/w))/_,I=function(){return 0},O=function(t){return Math.exp(z*_*t)}}if(\"duration\"in e)e.duration=+e.duration;else{var R=\"screenSpeed\"in e?+e.screenSpeed/_:+e.speed;e.duration=1e3*D/R}return e.maxDuration&&e.duration>e.maxDuration&&(e.duration=0),this._zooming=!0,this._rotating=s!==f,this._pitching=h!==l,this._padding=!a.isPaddingEqual(p),this._prepareEase(r,!1),this._ease((function(e){var i=e*D,d=1/O(i);a.zoom=1===e?c:o+a.scaleZoom(d),n._rotating&&(a.bearing=t.number(s,f,e)),n._pitching&&(a.pitch=t.number(l,h,e)),n._padding&&(a.interpolatePadding(u,p,e),g=a.centerPoint.add(v));var y=1===e?m:a.unproject(x.add(b.mult(I(i))).mult(d));a.setLocationAtPoint(a.renderWorldCopies?y.wrap():y,g),n._fireMoveEvents(r)}),(function(){return n._afterEase(r)}),e),this},r.prototype.isEasing=function(){return!!this._easeFrameId},r.prototype.stop=function(){return this._stop()},r.prototype._stop=function(t,e){if(this._easeFrameId&&(this._cancelRenderFrame(this._easeFrameId),delete this._easeFrameId,delete this._onEaseFrame),this._onEaseEnd){var r=this._onEaseEnd;delete this._onEaseEnd,r.call(this,e)}if(!t){var n=this.handlers;n&&n.stop()}return this},r.prototype._ease=function(e,r,n){!1===n.animate||0===n.duration?(e(1),r()):(this._easeStart=t.browser.now(),this._easeOptions=n,this._onEaseFrame=e,this._onEaseEnd=r,this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback))},r.prototype._renderFrameCallback=function(){var e=Math.min((t.browser.now()-this._easeStart)/this._easeOptions.duration,1);this._onEaseFrame(this._easeOptions.easing(e)),e<1?this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback):this.stop()},r.prototype._normalizeBearing=function(e,r){e=t.wrap(e,-180,180);var n=Math.abs(e-r);return Math.abs(e-360-r)<n&&(e-=360),Math.abs(e+360-r)<n&&(e+=360),e},r.prototype._normalizeCenter=function(t){var e=this.transform;if(e.renderWorldCopies&&!e.lngRange){var r=t.lng-e.center.lng;t.lng+=r>180?-360:r<-180?360:0}},r}(t.Evented),Mi=function(e){void 0===e&&(e={}),this.options=e,t.bindAll([\"_updateEditLink\",\"_updateData\",\"_updateCompact\"],this)};Mi.prototype.getDefaultPosition=function(){return\"bottom-right\"},Mi.prototype.onAdd=function(t){var e=this.options&&this.options.compact;return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-attrib\"),this._innerContainer=r.create(\"div\",\"mapboxgl-ctrl-attrib-inner\",this._container),e&&this._container.classList.add(\"mapboxgl-compact\"),this._updateAttributions(),this._updateEditLink(),this._map.on(\"styledata\",this._updateData),this._map.on(\"sourcedata\",this._updateData),this._map.on(\"moveend\",this._updateEditLink),void 0===e&&(this._map.on(\"resize\",this._updateCompact),this._updateCompact()),this._container},Mi.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"styledata\",this._updateData),this._map.off(\"sourcedata\",this._updateData),this._map.off(\"moveend\",this._updateEditLink),this._map.off(\"resize\",this._updateCompact),this._map=void 0,this._attribHTML=void 0},Mi.prototype._updateEditLink=function(){var e=this._editLink;e||(e=this._editLink=this._container.querySelector(\".mapbox-improve-map\"));var r=[{key:\"owner\",value:this.styleOwner},{key:\"id\",value:this.styleId},{key:\"access_token\",value:this._map._requestManager._customAccessToken||t.config.ACCESS_TOKEN}];if(e){var n=r.reduce((function(t,e,n){return e.value&&(t+=e.key+\"=\"+e.value+(n<r.length-1?\"&\":\"\")),t}),\"?\");e.href=t.config.FEEDBACK_URL+\"/\"+n+(this._map._hash?this._map._hash.getHashString(!0):\"\"),e.rel=\"noopener nofollow\"}},Mi.prototype._updateData=function(t){!t||\"metadata\"!==t.sourceDataType&&\"style\"!==t.dataType||(this._updateAttributions(),this._updateEditLink())},Mi.prototype._updateAttributions=function(){if(this._map.style){var t=[];if(this.options.customAttribution&&(Array.isArray(this.options.customAttribution)?t=t.concat(this.options.customAttribution.map((function(t){return\"string\"!=typeof t?\"\":t}))):\"string\"==typeof this.options.customAttribution&&t.push(this.options.customAttribution)),this._map.style.stylesheet){var e=this._map.style.stylesheet;this.styleOwner=e.owner,this.styleId=e.id}var r=this._map.style.sourceCaches;for(var n in r){var i=r[n];if(i.used){var a=i.getSource();a.attribution&&t.indexOf(a.attribution)<0&&t.push(a.attribution)}}t.sort((function(t,e){return t.length-e.length}));var o=(t=t.filter((function(e,r){for(var n=r+1;n<t.length;n++)if(t[n].indexOf(e)>=0)return!1;return!0}))).join(\" | \");o!==this._attribHTML&&(this._attribHTML=o,t.length?(this._innerContainer.innerHTML=o,this._container.classList.remove(\"mapboxgl-attrib-empty\")):this._container.classList.add(\"mapboxgl-attrib-empty\"),this._editLink=null)}},Mi.prototype._updateCompact=function(){this._map.getCanvasContainer().offsetWidth<=640?this._container.classList.add(\"mapboxgl-compact\"):this._container.classList.remove(\"mapboxgl-compact\")};var Si=function(){t.bindAll([\"_updateLogo\"],this),t.bindAll([\"_updateCompact\"],this)};Si.prototype.onAdd=function(t){this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl\");var e=r.create(\"a\",\"mapboxgl-ctrl-logo\");return e.target=\"_blank\",e.rel=\"noopener nofollow\",e.href=\"https://www.mapbox.com/\",e.setAttribute(\"aria-label\",this._map._getUIString(\"LogoControl.Title\")),e.setAttribute(\"rel\",\"noopener nofollow\"),this._container.appendChild(e),this._container.style.display=\"none\",this._map.on(\"sourcedata\",this._updateLogo),this._updateLogo(),this._map.on(\"resize\",this._updateCompact),this._updateCompact(),this._container},Si.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"sourcedata\",this._updateLogo),this._map.off(\"resize\",this._updateCompact)},Si.prototype.getDefaultPosition=function(){return\"bottom-left\"},Si.prototype._updateLogo=function(t){t&&\"metadata\"!==t.sourceDataType||(this._container.style.display=this._logoRequired()?\"block\":\"none\")},Si.prototype._logoRequired=function(){if(this._map.style){var t=this._map.style.sourceCaches;for(var e in t)if(t[e].getSource().mapbox_logo)return!0;return!1}},Si.prototype._updateCompact=function(){var t=this._container.children;if(t.length){var e=t[0];this._map.getCanvasContainer().offsetWidth<250?e.classList.add(\"mapboxgl-compact\"):e.classList.remove(\"mapboxgl-compact\")}};var Ei=function(){this._queue=[],this._id=0,this._cleared=!1,this._currentlyRunning=!1};Ei.prototype.add=function(t){var e=++this._id;return this._queue.push({callback:t,id:e,cancelled:!1}),e},Ei.prototype.remove=function(t){for(var e=this._currentlyRunning,r=0,n=e?this._queue.concat(e):this._queue;r<n.length;r+=1){var i=n[r];if(i.id===t)return void(i.cancelled=!0)}},Ei.prototype.run=function(t){void 0===t&&(t=0);var e=this._currentlyRunning=this._queue;this._queue=[];for(var r=0,n=e;r<n.length;r+=1){var i=n[r];if(!i.cancelled&&(i.callback(t),this._cleared))break}this._cleared=!1,this._currentlyRunning=!1},Ei.prototype.clear=function(){this._currentlyRunning&&(this._cleared=!0),this._queue=[]};var Li={\"FullscreenControl.Enter\":\"Enter fullscreen\",\"FullscreenControl.Exit\":\"Exit fullscreen\",\"GeolocateControl.FindMyLocation\":\"Find my location\",\"GeolocateControl.LocationNotAvailable\":\"Location not available\",\"LogoControl.Title\":\"Mapbox logo\",\"NavigationControl.ResetBearing\":\"Reset bearing to north\",\"NavigationControl.ZoomIn\":\"Zoom in\",\"NavigationControl.ZoomOut\":\"Zoom out\",\"ScaleControl.Feet\":\"ft\",\"ScaleControl.Meters\":\"m\",\"ScaleControl.Kilometers\":\"km\",\"ScaleControl.Miles\":\"mi\",\"ScaleControl.NauticalMiles\":\"nm\"},Ci=t.window.HTMLImageElement,Pi=t.window.HTMLElement,Oi=t.window.ImageBitmap,Ii=60,Di={center:[0,0],zoom:0,bearing:0,pitch:0,minZoom:-2,maxZoom:22,minPitch:0,maxPitch:Ii,interactive:!0,scrollZoom:!0,boxZoom:!0,dragRotate:!0,dragPan:!0,keyboard:!0,doubleClickZoom:!0,touchZoomRotate:!0,touchPitch:!0,bearingSnap:7,clickTolerance:3,pitchWithRotate:!0,hash:!1,attributionControl:!0,failIfMajorPerformanceCaveat:!1,preserveDrawingBuffer:!1,trackResize:!0,renderWorldCopies:!0,refreshExpiredTiles:!0,maxTileCacheSize:null,localIdeographFontFamily:\"sans-serif\",transformRequest:null,accessToken:null,fadeDuration:300,crossSourceCollisions:!0},zi=function(n){function i(e){var r=this;if(null!=(e=t.extend({},Di,e)).minZoom&&null!=e.maxZoom&&e.minZoom>e.maxZoom)throw new Error(\"maxZoom must be greater than or equal to minZoom\");if(null!=e.minPitch&&null!=e.maxPitch&&e.minPitch>e.maxPitch)throw new Error(\"maxPitch must be greater than or equal to minPitch\");if(null!=e.minPitch&&e.minPitch<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(null!=e.maxPitch&&e.maxPitch>Ii)throw new Error(\"maxPitch must be less than or equal to 60\");var i=new Cn(e.minZoom,e.maxZoom,e.minPitch,e.maxPitch,e.renderWorldCopies);if(n.call(this,i,e),this._interactive=e.interactive,this._maxTileCacheSize=e.maxTileCacheSize,this._failIfMajorPerformanceCaveat=e.failIfMajorPerformanceCaveat,this._preserveDrawingBuffer=e.preserveDrawingBuffer,this._antialias=e.antialias,this._trackResize=e.trackResize,this._bearingSnap=e.bearingSnap,this._refreshExpiredTiles=e.refreshExpiredTiles,this._fadeDuration=e.fadeDuration,this._crossSourceCollisions=e.crossSourceCollisions,this._crossFadingFactor=1,this._collectResourceTiming=e.collectResourceTiming,this._renderTaskQueue=new Ei,this._controls=[],this._mapId=t.uniqueId(),this._locale=t.extend({},Li,e.locale),this._requestManager=new t.RequestManager(e.transformRequest,e.accessToken),\"string\"==typeof e.container){if(this._container=t.window.document.getElementById(e.container),!this._container)throw new Error(\"Container '\"+e.container+\"' not found.\")}else{if(!(e.container instanceof Pi))throw new Error(\"Invalid type: 'container' must be a String or HTMLElement.\");this._container=e.container}if(e.maxBounds&&this.setMaxBounds(e.maxBounds),t.bindAll([\"_onWindowOnline\",\"_onWindowResize\",\"_contextLost\",\"_contextRestored\"],this),this._setupContainer(),this._setupPainter(),void 0===this.painter)throw new Error(\"Failed to initialize WebGL.\");this.on(\"move\",(function(){return r._update(!1)})),this.on(\"moveend\",(function(){return r._update(!1)})),this.on(\"zoom\",(function(){return r._update(!0)})),void 0!==t.window&&(t.window.addEventListener(\"online\",this._onWindowOnline,!1),t.window.addEventListener(\"resize\",this._onWindowResize,!1)),this.handlers=new ki(this,e);var a=\"string\"==typeof e.hash&&e.hash||void 0;this._hash=e.hash&&new On(a).addTo(this),this._hash&&this._hash._onHashChange()||(this.jumpTo({center:e.center,zoom:e.zoom,bearing:e.bearing,pitch:e.pitch}),e.bounds&&(this.resize(),this.fitBounds(e.bounds,t.extend({},e.fitBoundsOptions,{duration:0})))),this.resize(),this._localIdeographFontFamily=e.localIdeographFontFamily,e.style&&this.setStyle(e.style,{localIdeographFontFamily:e.localIdeographFontFamily}),e.attributionControl&&this.addControl(new Mi({customAttribution:e.customAttribution})),this.addControl(new Si,e.logoPosition),this.on(\"style.load\",(function(){r.transform.unmodified&&r.jumpTo(r.style.stylesheet)})),this.on(\"data\",(function(e){r._update(\"style\"===e.dataType),r.fire(new t.Event(e.dataType+\"data\",e))})),this.on(\"dataloading\",(function(e){r.fire(new t.Event(e.dataType+\"dataloading\",e))}))}n&&(i.__proto__=n),i.prototype=Object.create(n&&n.prototype),i.prototype.constructor=i;var a={showTileBoundaries:{configurable:!0},showPadding:{configurable:!0},showCollisionBoxes:{configurable:!0},showOverdrawInspector:{configurable:!0},repaint:{configurable:!0},vertices:{configurable:!0},version:{configurable:!0}};return i.prototype._getMapId=function(){return this._mapId},i.prototype.addControl=function(e,r){if(void 0===r&&e.getDefaultPosition&&(r=e.getDefaultPosition()),void 0===r&&(r=\"top-right\"),!e||!e.onAdd)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.addControl(). Argument must be a control with onAdd and onRemove methods.\")));var n=e.onAdd(this);this._controls.push(e);var i=this._controlPositions[r];return-1!==r.indexOf(\"bottom\")?i.insertBefore(n,i.firstChild):i.appendChild(n),this},i.prototype.removeControl=function(e){if(!e||!e.onRemove)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.removeControl(). Argument must be a control with onAdd and onRemove methods.\")));var r=this._controls.indexOf(e);return r>-1&&this._controls.splice(r,1),e.onRemove(this),this},i.prototype.resize=function(e){var r=this._containerDimensions(),n=r[0],i=r[1];this._resizeCanvas(n,i),this.transform.resize(n,i),this.painter.resize(n,i);var a=!this._moving;return a&&(this.stop(),this.fire(new t.Event(\"movestart\",e)).fire(new t.Event(\"move\",e))),this.fire(new t.Event(\"resize\",e)),a&&this.fire(new t.Event(\"moveend\",e)),this},i.prototype.getBounds=function(){return this.transform.getBounds()},i.prototype.getMaxBounds=function(){return this.transform.getMaxBounds()},i.prototype.setMaxBounds=function(e){return this.transform.setMaxBounds(t.LngLatBounds.convert(e)),this._update()},i.prototype.setMinZoom=function(t){if((t=null==t?-2:t)>=-2&&t<=this.transform.maxZoom)return this.transform.minZoom=t,this._update(),this.getZoom()<t&&this.setZoom(t),this;throw new Error(\"minZoom must be between -2 and the current maxZoom, inclusive\")},i.prototype.getMinZoom=function(){return this.transform.minZoom},i.prototype.setMaxZoom=function(t){if((t=null==t?22:t)>=this.transform.minZoom)return this.transform.maxZoom=t,this._update(),this.getZoom()>t&&this.setZoom(t),this;throw new Error(\"maxZoom must be greater than the current minZoom\")},i.prototype.getMaxZoom=function(){return this.transform.maxZoom},i.prototype.setMinPitch=function(t){if((t=null==t?0:t)<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(t>=0&&t<=this.transform.maxPitch)return this.transform.minPitch=t,this._update(),this.getPitch()<t&&this.setPitch(t),this;throw new Error(\"minPitch must be between 0 and the current maxPitch, inclusive\")},i.prototype.getMinPitch=function(){return this.transform.minPitch},i.prototype.setMaxPitch=function(t){if((t=null==t?Ii:t)>Ii)throw new Error(\"maxPitch must be less than or equal to 60\");if(t>=this.transform.minPitch)return this.transform.maxPitch=t,this._update(),this.getPitch()>t&&this.setPitch(t),this;throw new Error(\"maxPitch must be greater than the current minPitch\")},i.prototype.getMaxPitch=function(){return this.transform.maxPitch},i.prototype.getRenderWorldCopies=function(){return this.transform.renderWorldCopies},i.prototype.setRenderWorldCopies=function(t){return this.transform.renderWorldCopies=t,this._update()},i.prototype.project=function(e){return this.transform.locationPoint(t.LngLat.convert(e))},i.prototype.unproject=function(e){return this.transform.pointLocation(t.Point.convert(e))},i.prototype.isMoving=function(){return this._moving||this.handlers.isMoving()},i.prototype.isZooming=function(){return this._zooming||this.handlers.isZooming()},i.prototype.isRotating=function(){return this._rotating||this.handlers.isRotating()},i.prototype._createDelegatedListener=function(t,e,r){var n,i=this;if(\"mouseenter\"===t||\"mouseover\"===t){var a=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){var o=i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[];o.length?a||(a=!0,r.call(i,new Un(t,i,n.originalEvent,{features:o}))):a=!1},mouseout:function(){a=!1}}}}if(\"mouseleave\"===t||\"mouseout\"===t){var o=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){(i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[]).length?o=!0:o&&(o=!1,r.call(i,new Un(t,i,n.originalEvent)))},mouseout:function(e){o&&(o=!1,r.call(i,new Un(t,i,e.originalEvent)))}}}}return{layer:e,listener:r,delegates:(n={},n[t]=function(t){var n=i.getLayer(e)?i.queryRenderedFeatures(t.point,{layers:[e]}):[];n.length&&(t.features=n,r.call(i,t),delete t.features)},n)}},i.prototype.on=function(t,e,r){if(void 0===r)return n.prototype.on.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in this._delegatedListeners=this._delegatedListeners||{},this._delegatedListeners[t]=this._delegatedListeners[t]||[],this._delegatedListeners[t].push(i),i.delegates)this.on(a,i.delegates[a]);return this},i.prototype.once=function(t,e,r){if(void 0===r)return n.prototype.once.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in i.delegates)this.once(a,i.delegates[a]);return this},i.prototype.off=function(t,e,r){var i=this;if(void 0===r)return n.prototype.off.call(this,t,e);return this._delegatedListeners&&this._delegatedListeners[t]&&function(n){for(var a=n[t],o=0;o<a.length;o++){var s=a[o];if(s.layer===e&&s.listener===r){for(var l in s.delegates)i.off(l,s.delegates[l]);return a.splice(o,1),i}}}(this._delegatedListeners),this},i.prototype.queryRenderedFeatures=function(e,r){if(!this.style)return[];var n;if(void 0!==r||void 0===e||e instanceof t.Point||Array.isArray(e)||(r=e,e=void 0),r=r||{},(e=e||[[0,0],[this.transform.width,this.transform.height]])instanceof t.Point||\"number\"==typeof e[0])n=[t.Point.convert(e)];else{var i=t.Point.convert(e[0]),a=t.Point.convert(e[1]);n=[i,new t.Point(a.x,i.y),a,new t.Point(i.x,a.y),i]}return this.style.queryRenderedFeatures(n,r,this.transform)},i.prototype.querySourceFeatures=function(t,e){return this.style.querySourceFeatures(t,e)},i.prototype.setStyle=function(e,r){return!1!==(r=t.extend({},{localIdeographFontFamily:this._localIdeographFontFamily},r)).diff&&r.localIdeographFontFamily===this._localIdeographFontFamily&&this.style&&e?(this._diffStyle(e,r),this):(this._localIdeographFontFamily=r.localIdeographFontFamily,this._updateStyle(e,r))},i.prototype._getUIString=function(t){var e=this._locale[t];if(null==e)throw new Error(\"Missing UI string '\"+t+\"'\");return e},i.prototype._updateStyle=function(t,e){return this.style&&(this.style.setEventedParent(null),this.style._remove()),t?(this.style=new Ye(this,e||{}),this.style.setEventedParent(this,{style:this.style}),\"string\"==typeof t?this.style.loadURL(t):this.style.loadJSON(t),this):(delete this.style,this)},i.prototype._lazyInitEmptyStyle=function(){this.style||(this.style=new Ye(this,{}),this.style.setEventedParent(this,{style:this.style}),this.style.loadEmpty())},i.prototype._diffStyle=function(e,r){var n=this;if(\"string\"==typeof e){var i=this._requestManager.normalizeStyleURL(e),a=this._requestManager.transformRequest(i,t.ResourceType.Style);t.getJSON(a,(function(e,i){e?n.fire(new t.ErrorEvent(e)):i&&n._updateDiff(i,r)}))}else\"object\"==typeof e&&this._updateDiff(e,r)},i.prototype._updateDiff=function(e,r){try{this.style.setState(e)&&this._update(!0)}catch(n){t.warnOnce(\"Unable to perform style diff: \"+(n.message||n.error||n)+\".  Rebuilding the style from scratch.\"),this._updateStyle(e,r)}},i.prototype.getStyle=function(){if(this.style)return this.style.serialize()},i.prototype.isStyleLoaded=function(){return this.style?this.style.loaded():t.warnOnce(\"There is no style added to the map.\")},i.prototype.addSource=function(t,e){return this._lazyInitEmptyStyle(),this.style.addSource(t,e),this._update(!0)},i.prototype.isSourceLoaded=function(e){var r=this.style&&this.style.sourceCaches[e];if(void 0!==r)return r.loaded();this.fire(new t.ErrorEvent(new Error(\"There is no source with ID '\"+e+\"'\")))},i.prototype.areTilesLoaded=function(){var t=this.style&&this.style.sourceCaches;for(var e in t){var r=t[e]._tiles;for(var n in r){var i=r[n];if(\"loaded\"!==i.state&&\"errored\"!==i.state)return!1}}return!0},i.prototype.addSourceType=function(t,e,r){return this._lazyInitEmptyStyle(),this.style.addSourceType(t,e,r)},i.prototype.removeSource=function(t){return this.style.removeSource(t),this._update(!0)},i.prototype.getSource=function(t){return this.style.getSource(t)},i.prototype.addImage=function(e,r,n){void 0===n&&(n={});var i=n.pixelRatio;void 0===i&&(i=1);var a=n.sdf;void 0===a&&(a=!1);var o=n.stretchX,s=n.stretchY,l=n.content;this._lazyInitEmptyStyle();if(r instanceof Ci||Oi&&r instanceof Oi){var u=t.browser.getImageData(r),c=u.width,f=u.height,h=u.data;this.style.addImage(e,{data:new t.RGBAImage({width:c,height:f},h),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0})}else{if(void 0===r.width||void 0===r.height)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.addImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));var p=r.width,d=r.height,v=r.data,g=r;this.style.addImage(e,{data:new t.RGBAImage({width:p,height:d},new Uint8Array(v)),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0,userImage:g}),g.onAdd&&g.onAdd(this,e)}},i.prototype.updateImage=function(e,r){var n=this.style.getImage(e);if(!n)return this.fire(new t.ErrorEvent(new Error(\"The map has no image with that id. If you are adding a new image use `map.addImage(...)` instead.\")));var i=r instanceof Ci||Oi&&r instanceof Oi?t.browser.getImageData(r):r,a=i.width,o=i.height,s=i.data;if(void 0===a||void 0===o)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.updateImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));if(a!==n.data.width||o!==n.data.height)return this.fire(new t.ErrorEvent(new Error(\"The width and height of the updated image must be that same as the previous version of the image\")));var l=!(r instanceof Ci||Oi&&r instanceof Oi);n.data.replace(s,l),this.style.updateImage(e,n)},i.prototype.hasImage=function(e){return e?!!this.style.getImage(e):(this.fire(new t.ErrorEvent(new Error(\"Missing required image id\"))),!1)},i.prototype.removeImage=function(t){this.style.removeImage(t)},i.prototype.loadImage=function(e,r){t.getImage(this._requestManager.transformRequest(e,t.ResourceType.Image),r)},i.prototype.listImages=function(){return this.style.listImages()},i.prototype.addLayer=function(t,e){return this._lazyInitEmptyStyle(),this.style.addLayer(t,e),this._update(!0)},i.prototype.moveLayer=function(t,e){return this.style.moveLayer(t,e),this._update(!0)},i.prototype.removeLayer=function(t){return this.style.removeLayer(t),this._update(!0)},i.prototype.getLayer=function(t){return this.style.getLayer(t)},i.prototype.setLayerZoomRange=function(t,e,r){return this.style.setLayerZoomRange(t,e,r),this._update(!0)},i.prototype.setFilter=function(t,e,r){return void 0===r&&(r={}),this.style.setFilter(t,e,r),this._update(!0)},i.prototype.getFilter=function(t){return this.style.getFilter(t)},i.prototype.setPaintProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setPaintProperty(t,e,r,n),this._update(!0)},i.prototype.getPaintProperty=function(t,e){return this.style.getPaintProperty(t,e)},i.prototype.setLayoutProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setLayoutProperty(t,e,r,n),this._update(!0)},i.prototype.getLayoutProperty=function(t,e){return this.style.getLayoutProperty(t,e)},i.prototype.setLight=function(t,e){return void 0===e&&(e={}),this._lazyInitEmptyStyle(),this.style.setLight(t,e),this._update(!0)},i.prototype.getLight=function(){return this.style.getLight()},i.prototype.setFeatureState=function(t,e){return this.style.setFeatureState(t,e),this._update()},i.prototype.removeFeatureState=function(t,e){return this.style.removeFeatureState(t,e),this._update()},i.prototype.getFeatureState=function(t){return this.style.getFeatureState(t)},i.prototype.getContainer=function(){return this._container},i.prototype.getCanvasContainer=function(){return this._canvasContainer},i.prototype.getCanvas=function(){return this._canvas},i.prototype._containerDimensions=function(){var t=0,e=0;return this._container&&(t=this._container.clientWidth||400,e=this._container.clientHeight||300),[t,e]},i.prototype._detectMissingCSS=function(){\"rgb(250, 128, 114)\"!==t.window.getComputedStyle(this._missingCSSCanary).getPropertyValue(\"background-color\")&&t.warnOnce(\"This page appears to be missing CSS declarations for Mapbox GL JS, which may cause the map to display incorrectly. Please ensure your page includes mapbox-gl.css, as described in https://www.mapbox.com/mapbox-gl-js/api/.\")},i.prototype._setupContainer=function(){var t=this._container;t.classList.add(\"mapboxgl-map\"),(this._missingCSSCanary=r.create(\"div\",\"mapboxgl-canary\",t)).style.visibility=\"hidden\",this._detectMissingCSS();var e=this._canvasContainer=r.create(\"div\",\"mapboxgl-canvas-container\",t);this._interactive&&e.classList.add(\"mapboxgl-interactive\"),this._canvas=r.create(\"canvas\",\"mapboxgl-canvas\",e),this._canvas.addEventListener(\"webglcontextlost\",this._contextLost,!1),this._canvas.addEventListener(\"webglcontextrestored\",this._contextRestored,!1),this._canvas.setAttribute(\"tabindex\",\"0\"),this._canvas.setAttribute(\"aria-label\",\"Map\");var n=this._containerDimensions();this._resizeCanvas(n[0],n[1]);var i=this._controlContainer=r.create(\"div\",\"mapboxgl-control-container\",t),a=this._controlPositions={};[\"top-left\",\"top-right\",\"bottom-left\",\"bottom-right\"].forEach((function(t){a[t]=r.create(\"div\",\"mapboxgl-ctrl-\"+t,i)}))},i.prototype._resizeCanvas=function(e,r){var n=t.browser.devicePixelRatio||1;this._canvas.width=n*e,this._canvas.height=n*r,this._canvas.style.width=e+\"px\",this._canvas.style.height=r+\"px\"},i.prototype._setupPainter=function(){var r=t.extend({},e.webGLContextAttributes,{failIfMajorPerformanceCaveat:this._failIfMajorPerformanceCaveat,preserveDrawingBuffer:this._preserveDrawingBuffer,antialias:this._antialias||!1}),n=this._canvas.getContext(\"webgl\",r)||this._canvas.getContext(\"experimental-webgl\",r);n?(this.painter=new Mn(n,this.transform),t.webpSupported.testSupport(n)):this.fire(new t.ErrorEvent(new Error(\"Failed to initialize WebGL\")))},i.prototype._contextLost=function(e){e.preventDefault(),this._frame&&(this._frame.cancel(),this._frame=null),this.fire(new t.Event(\"webglcontextlost\",{originalEvent:e}))},i.prototype._contextRestored=function(e){this._setupPainter(),this.resize(),this._update(),this.fire(new t.Event(\"webglcontextrestored\",{originalEvent:e}))},i.prototype.loaded=function(){return!this._styleDirty&&!this._sourcesDirty&&!!this.style&&this.style.loaded()},i.prototype._update=function(t){return this.style?(this._styleDirty=this._styleDirty||t,this._sourcesDirty=!0,this.triggerRepaint(),this):this},i.prototype._requestRenderFrame=function(t){return this._update(),this._renderTaskQueue.add(t)},i.prototype._cancelRenderFrame=function(t){this._renderTaskQueue.remove(t)},i.prototype._render=function(e){var r,n=this,i=0,a=this.painter.context.extTimerQuery;if(this.listens(\"gpu-timing-frame\")&&(r=a.createQueryEXT(),a.beginQueryEXT(a.TIME_ELAPSED_EXT,r),i=t.browser.now()),this.painter.context.setDirty(),this.painter.setBaseState(),this._renderTaskQueue.run(e),!this._removed){var o=!1;if(this.style&&this._styleDirty){this._styleDirty=!1;var s=this.transform.zoom,l=t.browser.now();this.style.zoomHistory.update(s,l);var u=new t.EvaluationParameters(s,{now:l,fadeDuration:this._fadeDuration,zoomHistory:this.style.zoomHistory,transition:this.style.getTransition()}),c=u.crossFadingFactor();1===c&&c===this._crossFadingFactor||(o=!0,this._crossFadingFactor=c),this.style.update(u)}if(this.style&&this._sourcesDirty&&(this._sourcesDirty=!1,this.style._updateSources(this.transform)),this._placementDirty=this.style&&this.style._updatePlacement(this.painter.transform,this.showCollisionBoxes,this._fadeDuration,this._crossSourceCollisions),this.painter.render(this.style,{showTileBoundaries:this.showTileBoundaries,showOverdrawInspector:this._showOverdrawInspector,rotating:this.isRotating(),zooming:this.isZooming(),moving:this.isMoving(),fadeDuration:this._fadeDuration,showPadding:this.showPadding,gpuTiming:!!this.listens(\"gpu-timing-layer\")}),this.fire(new t.Event(\"render\")),this.loaded()&&!this._loaded&&(this._loaded=!0,this.fire(new t.Event(\"load\"))),this.style&&(this.style.hasTransitions()||o)&&(this._styleDirty=!0),this.style&&!this._placementDirty&&this.style._releaseSymbolFadeTiles(),this.listens(\"gpu-timing-frame\")){var f=t.browser.now()-i;a.endQueryEXT(a.TIME_ELAPSED_EXT,r),setTimeout((function(){var e=a.getQueryObjectEXT(r,a.QUERY_RESULT_EXT)/1e6;a.deleteQueryEXT(r),n.fire(new t.Event(\"gpu-timing-frame\",{cpuTime:f,gpuTime:e}))}),50)}if(this.listens(\"gpu-timing-layer\")){var h=this.painter.collectGpuTimers();setTimeout((function(){var e=n.painter.queryGpuTimers(h);n.fire(new t.Event(\"gpu-timing-layer\",{layerTimes:e}))}),50)}return this._sourcesDirty||this._styleDirty||this._placementDirty||this._repaint?this.triggerRepaint():!this.isMoving()&&this.loaded()&&(this._fullyLoaded||(this._fullyLoaded=!0),this.fire(new t.Event(\"idle\"))),this}},i.prototype.remove=function(){this._hash&&this._hash.remove();for(var e=0,r=this._controls;e<r.length;e+=1)r[e].onRemove(this);this._controls=[],this._frame&&(this._frame.cancel(),this._frame=null),this._renderTaskQueue.clear(),this.painter.destroy(),this.handlers.destroy(),delete this.handlers,this.setStyle(null),void 0!==t.window&&(t.window.removeEventListener(\"resize\",this._onWindowResize,!1),t.window.removeEventListener(\"online\",this._onWindowOnline,!1));var n=this.painter.context.gl.getExtension(\"WEBGL_lose_context\");n&&n.loseContext(),Ri(this._canvasContainer),Ri(this._controlContainer),Ri(this._missingCSSCanary),this._container.classList.remove(\"mapboxgl-map\"),this._removed=!0,this.fire(new t.Event(\"remove\"))},i.prototype.triggerRepaint=function(){var e=this;this.style&&!this._frame&&(this._frame=t.browser.frame((function(t){e._frame=null,e._render(t)})))},i.prototype._onWindowOnline=function(){this._update()},i.prototype._onWindowResize=function(t){this._trackResize&&this.resize({originalEvent:t})._update()},a.showTileBoundaries.get=function(){return!!this._showTileBoundaries},a.showTileBoundaries.set=function(t){this._showTileBoundaries!==t&&(this._showTileBoundaries=t,this._update())},a.showPadding.get=function(){return!!this._showPadding},a.showPadding.set=function(t){this._showPadding!==t&&(this._showPadding=t,this._update())},a.showCollisionBoxes.get=function(){return!!this._showCollisionBoxes},a.showCollisionBoxes.set=function(t){this._showCollisionBoxes!==t&&(this._showCollisionBoxes=t,t?this.style._generateCollisionBoxes():this._update())},a.showOverdrawInspector.get=function(){return!!this._showOverdrawInspector},a.showOverdrawInspector.set=function(t){this._showOverdrawInspector!==t&&(this._showOverdrawInspector=t,this._update())},a.repaint.get=function(){return!!this._repaint},a.repaint.set=function(t){this._repaint!==t&&(this._repaint=t,this.triggerRepaint())},a.vertices.get=function(){return!!this._vertices},a.vertices.set=function(t){this._vertices=t,this._update()},i.prototype._setCacheLimits=function(e,r){t.setCacheLimits(e,r)},a.version.get=function(){return t.version},Object.defineProperties(i.prototype,a),i}(Ai);function Ri(t){t.parentNode&&t.parentNode.removeChild(t)}var Fi={showCompass:!0,showZoom:!0,visualizePitch:!1},Bi=function(e){var n=this;this.options=t.extend({},Fi,e),this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this.options.showZoom&&(t.bindAll([\"_setButtonTitle\",\"_updateZoomButtons\"],this),this._zoomInButton=this._createButton(\"mapboxgl-ctrl-zoom-in\",(function(t){return n._map.zoomIn({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomInButton).setAttribute(\"aria-hidden\",!0),this._zoomOutButton=this._createButton(\"mapboxgl-ctrl-zoom-out\",(function(t){return n._map.zoomOut({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomOutButton).setAttribute(\"aria-hidden\",!0)),this.options.showCompass&&(t.bindAll([\"_rotateCompassArrow\"],this),this._compass=this._createButton(\"mapboxgl-ctrl-compass\",(function(t){n.options.visualizePitch?n._map.resetNorthPitch({},{originalEvent:t}):n._map.resetNorth({},{originalEvent:t})})),this._compassIcon=r.create(\"span\",\"mapboxgl-ctrl-icon\",this._compass),this._compassIcon.setAttribute(\"aria-hidden\",!0))};Bi.prototype._updateZoomButtons=function(){var t=this._map.getZoom();this._zoomInButton.disabled=t===this._map.getMaxZoom(),this._zoomOutButton.disabled=t===this._map.getMinZoom()},Bi.prototype._rotateCompassArrow=function(){var t=this.options.visualizePitch?\"scale(\"+1/Math.pow(Math.cos(this._map.transform.pitch*(Math.PI/180)),.5)+\") rotateX(\"+this._map.transform.pitch+\"deg) rotateZ(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\":\"rotate(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\";this._compassIcon.style.transform=t},Bi.prototype.onAdd=function(t){return this._map=t,this.options.showZoom&&(this._setButtonTitle(this._zoomInButton,\"ZoomIn\"),this._setButtonTitle(this._zoomOutButton,\"ZoomOut\"),this._map.on(\"zoom\",this._updateZoomButtons),this._updateZoomButtons()),this.options.showCompass&&(this._setButtonTitle(this._compass,\"ResetBearing\"),this.options.visualizePitch&&this._map.on(\"pitch\",this._rotateCompassArrow),this._map.on(\"rotate\",this._rotateCompassArrow),this._rotateCompassArrow(),this._handler=new Ni(this._map,this._compass,this.options.visualizePitch)),this._container},Bi.prototype.onRemove=function(){r.remove(this._container),this.options.showZoom&&this._map.off(\"zoom\",this._updateZoomButtons),this.options.showCompass&&(this.options.visualizePitch&&this._map.off(\"pitch\",this._rotateCompassArrow),this._map.off(\"rotate\",this._rotateCompassArrow),this._handler.off(),delete this._handler),delete this._map},Bi.prototype._createButton=function(t,e){var n=r.create(\"button\",t,this._container);return n.type=\"button\",n.addEventListener(\"click\",e),n},Bi.prototype._setButtonTitle=function(t,e){var r=this._map._getUIString(\"NavigationControl.\"+e);t.title=r,t.setAttribute(\"aria-label\",r)};var Ni=function(e,n,i){void 0===i&&(i=!1),this._clickTolerance=10,this.element=n,this.mouseRotate=new Qn({clickTolerance:e.dragRotate._mouseRotate._clickTolerance}),this.map=e,i&&(this.mousePitch=new ti({clickTolerance:e.dragRotate._mousePitch._clickTolerance})),t.bindAll([\"mousedown\",\"mousemove\",\"mouseup\",\"touchstart\",\"touchmove\",\"touchend\",\"reset\"],this),r.addEventListener(n,\"mousedown\",this.mousedown),r.addEventListener(n,\"touchstart\",this.touchstart,{passive:!1}),r.addEventListener(n,\"touchmove\",this.touchmove),r.addEventListener(n,\"touchend\",this.touchend),r.addEventListener(n,\"touchcancel\",this.reset)};function ji(e,r,n){if(e=new t.LngLat(e.lng,e.lat),r){var i=new t.LngLat(e.lng-360,e.lat),a=new t.LngLat(e.lng+360,e.lat),o=n.locationPoint(e).distSqr(r);n.locationPoint(i).distSqr(r)<o?e=i:n.locationPoint(a).distSqr(r)<o&&(e=a)}for(;Math.abs(e.lng-n.center.lng)>180;){var s=n.locationPoint(e);if(s.x>=0&&s.y>=0&&s.x<=n.width&&s.y<=n.height)break;e.lng>n.center.lng?e.lng-=360:e.lng+=360}return e}Ni.prototype.down=function(t,e){this.mouseRotate.mousedown(t,e),this.mousePitch&&this.mousePitch.mousedown(t,e),r.disableDrag()},Ni.prototype.move=function(t,e){var r=this.map,n=this.mouseRotate.mousemoveWindow(t,e);if(n&&n.bearingDelta&&r.setBearing(r.getBearing()+n.bearingDelta),this.mousePitch){var i=this.mousePitch.mousemoveWindow(t,e);i&&i.pitchDelta&&r.setPitch(r.getPitch()+i.pitchDelta)}},Ni.prototype.off=function(){var t=this.element;r.removeEventListener(t,\"mousedown\",this.mousedown),r.removeEventListener(t,\"touchstart\",this.touchstart,{passive:!1}),r.removeEventListener(t,\"touchmove\",this.touchmove),r.removeEventListener(t,\"touchend\",this.touchend),r.removeEventListener(t,\"touchcancel\",this.reset),this.offTemp()},Ni.prototype.offTemp=function(){r.enableDrag(),r.removeEventListener(t.window,\"mousemove\",this.mousemove),r.removeEventListener(t.window,\"mouseup\",this.mouseup)},Ni.prototype.mousedown=function(e){this.down(t.extend({},e,{ctrlKey:!0,preventDefault:function(){return e.preventDefault()}}),r.mousePos(this.element,e)),r.addEventListener(t.window,\"mousemove\",this.mousemove),r.addEventListener(t.window,\"mouseup\",this.mouseup)},Ni.prototype.mousemove=function(t){this.move(t,r.mousePos(this.element,t))},Ni.prototype.mouseup=function(t){this.mouseRotate.mouseupWindow(t),this.mousePitch&&this.mousePitch.mouseupWindow(t),this.offTemp()},Ni.prototype.touchstart=function(t){1!==t.targetTouches.length?this.reset():(this._startPos=this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.down({type:\"mousedown\",button:0,ctrlKey:!0,preventDefault:function(){return t.preventDefault()}},this._startPos))},Ni.prototype.touchmove=function(t){1!==t.targetTouches.length?this.reset():(this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.move({preventDefault:function(){return t.preventDefault()}},this._lastPos))},Ni.prototype.touchend=function(t){0===t.targetTouches.length&&this._startPos&&this._lastPos&&this._startPos.dist(this._lastPos)<this._clickTolerance&&this.element.click(),this.reset()},Ni.prototype.reset=function(){this.mouseRotate.reset(),this.mousePitch&&this.mousePitch.reset(),delete this._startPos,delete this._lastPos,this.offTemp()};var Ui={center:\"translate(-50%,-50%)\",top:\"translate(-50%,0)\",\"top-left\":\"translate(0,0)\",\"top-right\":\"translate(-100%,0)\",bottom:\"translate(-50%,-100%)\",\"bottom-left\":\"translate(0,-100%)\",\"bottom-right\":\"translate(-100%,-100%)\",left:\"translate(0,-50%)\",right:\"translate(-100%,-50%)\"};function Vi(t,e,r){var n=t.classList;for(var i in Ui)n.remove(\"mapboxgl-\"+r+\"-anchor-\"+i);n.add(\"mapboxgl-\"+r+\"-anchor-\"+e)}var Hi,qi=function(e){function n(n,i){var a=this;if(e.call(this),(n instanceof t.window.HTMLElement||i)&&(n=t.extend({element:n},i)),t.bindAll([\"_update\",\"_onMove\",\"_onUp\",\"_addDragHandler\",\"_onMapClick\",\"_onKeyPress\"],this),this._anchor=n&&n.anchor||\"center\",this._color=n&&n.color||\"#3FB1CE\",this._draggable=n&&n.draggable||!1,this._state=\"inactive\",this._rotation=n&&n.rotation||0,this._rotationAlignment=n&&n.rotationAlignment||\"auto\",this._pitchAlignment=n&&n.pitchAlignment&&\"auto\"!==n.pitchAlignment?n.pitchAlignment:this._rotationAlignment,n&&n.element)this._element=n.element,this._offset=t.Point.convert(n&&n.offset||[0,0]);else{this._defaultMarker=!0,this._element=r.create(\"div\"),this._element.setAttribute(\"aria-label\",\"Map marker\");var o=r.createNS(\"http://www.w3.org/2000/svg\",\"svg\");o.setAttributeNS(null,\"display\",\"block\"),o.setAttributeNS(null,\"height\",\"41px\"),o.setAttributeNS(null,\"width\",\"27px\"),o.setAttributeNS(null,\"viewBox\",\"0 0 27 41\");var s=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");s.setAttributeNS(null,\"stroke\",\"none\"),s.setAttributeNS(null,\"stroke-width\",\"1\"),s.setAttributeNS(null,\"fill\",\"none\"),s.setAttributeNS(null,\"fill-rule\",\"evenodd\");var l=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");l.setAttributeNS(null,\"fill-rule\",\"nonzero\");var u=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");u.setAttributeNS(null,\"transform\",\"translate(3.0, 29.0)\"),u.setAttributeNS(null,\"fill\",\"#000000\");for(var c=0,f=[{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"9.5\",ry:\"4.77275007\"},{rx:\"8.5\",ry:\"4.29549936\"},{rx:\"7.5\",ry:\"3.81822308\"},{rx:\"6.5\",ry:\"3.34094679\"},{rx:\"5.5\",ry:\"2.86367051\"},{rx:\"4.5\",ry:\"2.38636864\"}];c<f.length;c+=1){var h=f[c],p=r.createNS(\"http://www.w3.org/2000/svg\",\"ellipse\");p.setAttributeNS(null,\"opacity\",\"0.04\"),p.setAttributeNS(null,\"cx\",\"10.5\"),p.setAttributeNS(null,\"cy\",\"5.80029008\"),p.setAttributeNS(null,\"rx\",h.rx),p.setAttributeNS(null,\"ry\",h.ry),u.appendChild(p)}var d=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");d.setAttributeNS(null,\"fill\",this._color);var v=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");v.setAttributeNS(null,\"d\",\"M27,13.5 C27,19.074644 20.250001,27.000002 14.75,34.500002 C14.016665,35.500004 12.983335,35.500004 12.25,34.500002 C6.7499993,27.000002 0,19.222562 0,13.5 C0,6.0441559 6.0441559,0 13.5,0 C20.955844,0 27,6.0441559 27,13.5 Z\"),d.appendChild(v);var g=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");g.setAttributeNS(null,\"opacity\",\"0.25\"),g.setAttributeNS(null,\"fill\",\"#000000\");var y=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");y.setAttributeNS(null,\"d\",\"M13.5,0 C6.0441559,0 0,6.0441559 0,13.5 C0,19.222562 6.7499993,27 12.25,34.5 C13,35.522727 14.016664,35.500004 14.75,34.5 C20.250001,27 27,19.074644 27,13.5 C27,6.0441559 20.955844,0 13.5,0 Z M13.5,1 C20.415404,1 26,6.584596 26,13.5 C26,15.898657 24.495584,19.181431 22.220703,22.738281 C19.945823,26.295132 16.705119,30.142167 13.943359,33.908203 C13.743445,34.180814 13.612715,34.322738 13.5,34.441406 C13.387285,34.322738 13.256555,34.180814 13.056641,33.908203 C10.284481,30.127985 7.4148684,26.314159 5.015625,22.773438 C2.6163816,19.232715 1,15.953538 1,13.5 C1,6.584596 6.584596,1 13.5,1 Z\"),g.appendChild(y);var m=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");m.setAttributeNS(null,\"transform\",\"translate(6.0, 7.0)\"),m.setAttributeNS(null,\"fill\",\"#FFFFFF\");var x=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");x.setAttributeNS(null,\"transform\",\"translate(8.0, 8.0)\");var b=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");b.setAttributeNS(null,\"fill\",\"#000000\"),b.setAttributeNS(null,\"opacity\",\"0.25\"),b.setAttributeNS(null,\"cx\",\"5.5\"),b.setAttributeNS(null,\"cy\",\"5.5\"),b.setAttributeNS(null,\"r\",\"5.4999962\");var _=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");_.setAttributeNS(null,\"fill\",\"#FFFFFF\"),_.setAttributeNS(null,\"cx\",\"5.5\"),_.setAttributeNS(null,\"cy\",\"5.5\"),_.setAttributeNS(null,\"r\",\"5.4999962\"),x.appendChild(b),x.appendChild(_),l.appendChild(u),l.appendChild(d),l.appendChild(g),l.appendChild(m),l.appendChild(x),o.appendChild(l),this._element.appendChild(o),this._offset=t.Point.convert(n&&n.offset||[0,-14])}this._element.classList.add(\"mapboxgl-marker\"),this._element.addEventListener(\"dragstart\",(function(t){t.preventDefault()})),this._element.addEventListener(\"mousedown\",(function(t){t.preventDefault()})),this._element.addEventListener(\"focus\",(function(){var t=a._map.getContainer();t.scrollTop=0,t.scrollLeft=0})),Vi(this._element,this._anchor,\"marker\"),this._popup=null}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(t){return this.remove(),this._map=t,t.getCanvasContainer().appendChild(this._element),t.on(\"move\",this._update),t.on(\"moveend\",this._update),this.setDraggable(this._draggable),this._update(),this._map.on(\"click\",this._onMapClick),this},n.prototype.remove=function(){return this._map&&(this._map.off(\"click\",this._onMapClick),this._map.off(\"move\",this._update),this._map.off(\"moveend\",this._update),this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler),this._map.off(\"mouseup\",this._onUp),this._map.off(\"touchend\",this._onUp),this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),delete this._map),r.remove(this._element),this._popup&&this._popup.remove(),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._popup&&this._popup.setLngLat(this._lngLat),this._update(),this},n.prototype.getElement=function(){return this._element},n.prototype.setPopup=function(t){if(this._popup&&(this._popup.remove(),this._popup=null,this._element.removeEventListener(\"keypress\",this._onKeyPress),this._originalTabIndex||this._element.removeAttribute(\"tabindex\")),t){if(!(\"offset\"in t.options)){var e=13.5,r=Math.sqrt(Math.pow(e,2)/2);t.options.offset=this._defaultMarker?{top:[0,0],\"top-left\":[0,0],\"top-right\":[0,0],bottom:[0,-38.1],\"bottom-left\":[r,-1*(24.6+r)],\"bottom-right\":[-r,-1*(24.6+r)],left:[e,-24.6],right:[-13.5,-24.6]}:this._offset}this._popup=t,this._lngLat&&this._popup.setLngLat(this._lngLat),this._originalTabIndex=this._element.getAttribute(\"tabindex\"),this._originalTabIndex||this._element.setAttribute(\"tabindex\",\"0\"),this._element.addEventListener(\"keypress\",this._onKeyPress)}return this},n.prototype._onKeyPress=function(t){var e=t.code,r=t.charCode||t.keyCode;\"Space\"!==e&&\"Enter\"!==e&&32!==r&&13!==r||this.togglePopup()},n.prototype._onMapClick=function(t){var e=t.originalEvent.target,r=this._element;this._popup&&(e===r||r.contains(e))&&this.togglePopup()},n.prototype.getPopup=function(){return this._popup},n.prototype.togglePopup=function(){var t=this._popup;return t?(t.isOpen()?t.remove():t.addTo(this._map),this):this},n.prototype._update=function(t){if(this._map){this._map.transform.renderWorldCopies&&(this._lngLat=ji(this._lngLat,this._pos,this._map.transform)),this._pos=this._map.project(this._lngLat)._add(this._offset);var e=\"\";\"viewport\"===this._rotationAlignment||\"auto\"===this._rotationAlignment?e=\"rotateZ(\"+this._rotation+\"deg)\":\"map\"===this._rotationAlignment&&(e=\"rotateZ(\"+(this._rotation-this._map.getBearing())+\"deg)\");var n=\"\";\"viewport\"===this._pitchAlignment||\"auto\"===this._pitchAlignment?n=\"rotateX(0deg)\":\"map\"===this._pitchAlignment&&(n=\"rotateX(\"+this._map.getPitch()+\"deg)\"),t&&\"moveend\"!==t.type||(this._pos=this._pos.round()),r.setTransform(this._element,Ui[this._anchor]+\" translate(\"+this._pos.x+\"px, \"+this._pos.y+\"px) \"+n+\" \"+e)}},n.prototype.getOffset=function(){return this._offset},n.prototype.setOffset=function(e){return this._offset=t.Point.convert(e),this._update(),this},n.prototype._onMove=function(e){this._pos=e.point.sub(this._positionDelta),this._lngLat=this._map.unproject(this._pos),this.setLngLat(this._lngLat),this._element.style.pointerEvents=\"none\",\"pending\"===this._state&&(this._state=\"active\",this.fire(new t.Event(\"dragstart\"))),this.fire(new t.Event(\"drag\"))},n.prototype._onUp=function(){this._element.style.pointerEvents=\"auto\",this._positionDelta=null,this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),\"active\"===this._state&&this.fire(new t.Event(\"dragend\")),this._state=\"inactive\"},n.prototype._addDragHandler=function(t){this._element.contains(t.originalEvent.target)&&(t.preventDefault(),this._positionDelta=t.point.sub(this._pos).add(this._offset),this._state=\"pending\",this._map.on(\"mousemove\",this._onMove),this._map.on(\"touchmove\",this._onMove),this._map.once(\"mouseup\",this._onUp),this._map.once(\"touchend\",this._onUp))},n.prototype.setDraggable=function(t){return this._draggable=!!t,this._map&&(t?(this._map.on(\"mousedown\",this._addDragHandler),this._map.on(\"touchstart\",this._addDragHandler)):(this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler))),this},n.prototype.isDraggable=function(){return this._draggable},n.prototype.setRotation=function(t){return this._rotation=t||0,this._update(),this},n.prototype.getRotation=function(){return this._rotation},n.prototype.setRotationAlignment=function(t){return this._rotationAlignment=t||\"auto\",this._update(),this},n.prototype.getRotationAlignment=function(){return this._rotationAlignment},n.prototype.setPitchAlignment=function(t){return this._pitchAlignment=t&&\"auto\"!==t?t:this._rotationAlignment,this._update(),this},n.prototype.getPitchAlignment=function(){return this._pitchAlignment},n}(t.Evented),Gi={positionOptions:{enableHighAccuracy:!1,maximumAge:0,timeout:6e3},fitBoundsOptions:{maxZoom:15},trackUserLocation:!1,showAccuracyCircle:!0,showUserLocation:!0};var Zi=0,Yi=!1,Wi=function(e){function n(r){e.call(this),this.options=t.extend({},Gi,r),t.bindAll([\"_onSuccess\",\"_onError\",\"_onZoom\",\"_finish\",\"_setupUI\",\"_updateCamera\",\"_updateMarker\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.onAdd=function(e){return this._map=e,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),n=this._setupUI,void 0!==Hi?n(Hi):void 0!==t.window.navigator.permissions?t.window.navigator.permissions.query({name:\"geolocation\"}).then((function(t){Hi=\"denied\"!==t.state,n(Hi)})):(Hi=!!t.window.navigator.geolocation,n(Hi)),this._container;var n},n.prototype.onRemove=function(){void 0!==this._geolocationWatchID&&(t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0),this.options.showUserLocation&&this._userLocationDotMarker&&this._userLocationDotMarker.remove(),this.options.showAccuracyCircle&&this._accuracyCircleMarker&&this._accuracyCircleMarker.remove(),r.remove(this._container),this._map.off(\"zoom\",this._onZoom),this._map=void 0,Zi=0,Yi=!1},n.prototype._isOutOfMapMaxBounds=function(t){var e=this._map.getMaxBounds(),r=t.coords;return e&&(r.longitude<e.getWest()||r.longitude>e.getEast()||r.latitude<e.getSouth()||r.latitude>e.getNorth())},n.prototype._setErrorState=function(){switch(this._watchState){case\"WAITING_ACTIVE\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"ACTIVE_LOCK\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\");break;case\"BACKGROUND\":this._watchState=\"BACKGROUND_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\")}},n.prototype._onSuccess=function(e){if(this._map){if(this._isOutOfMapMaxBounds(e))return this._setErrorState(),this.fire(new t.Event(\"outofmaxbounds\",e)),this._updateMarker(),void this._finish();if(this.options.trackUserLocation)switch(this._lastKnownPosition=e,this._watchState){case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"BACKGROUND\":case\"BACKGROUND_ERROR\":this._watchState=\"BACKGROUND\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\")}this.options.showUserLocation&&\"OFF\"!==this._watchState&&this._updateMarker(e),this.options.trackUserLocation&&\"ACTIVE_LOCK\"!==this._watchState||this._updateCamera(e),this.options.showUserLocation&&this._dotElement.classList.remove(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"geolocate\",e)),this._finish()}},n.prototype._updateCamera=function(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude),n=e.coords.accuracy,i=this._map.getBearing(),a=t.extend({bearing:i},this.options.fitBoundsOptions);this._map.fitBounds(r.toBounds(n),a,{geolocateSource:!0})},n.prototype._updateMarker=function(e){if(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude);this._accuracyCircleMarker.setLngLat(r).addTo(this._map),this._userLocationDotMarker.setLngLat(r).addTo(this._map),this._accuracy=e.coords.accuracy,this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()}else this._userLocationDotMarker.remove(),this._accuracyCircleMarker.remove()},n.prototype._updateCircleRadius=function(){var t=this._map._container.clientHeight/2,e=this._map.unproject([0,t]),r=this._map.unproject([1,t]),n=e.distanceTo(r),i=Math.ceil(2*this._accuracy/n);this._circleElement.style.width=i+\"px\",this._circleElement.style.height=i+\"px\"},n.prototype._onZoom=function(){this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()},n.prototype._onError=function(e){if(this._map){if(this.options.trackUserLocation)if(1===e.code){this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.disabled=!0;var r=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.title=r,this._geolocateButton.setAttribute(\"aria-label\",r),void 0!==this._geolocationWatchID&&this._clearWatch()}else{if(3===e.code&&Yi)return;this._setErrorState()}\"OFF\"!==this._watchState&&this.options.showUserLocation&&this._dotElement.classList.add(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"error\",e)),this._finish()}},n.prototype._finish=function(){this._timeoutId&&clearTimeout(this._timeoutId),this._timeoutId=void 0},n.prototype._setupUI=function(e){var n=this;if(this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this._geolocateButton=r.create(\"button\",\"mapboxgl-ctrl-geolocate\",this._container),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._geolocateButton).setAttribute(\"aria-hidden\",!0),this._geolocateButton.type=\"button\",!1===e){t.warnOnce(\"Geolocation support is not available so the GeolocateControl will be disabled.\");var i=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.disabled=!0,this._geolocateButton.title=i,this._geolocateButton.setAttribute(\"aria-label\",i)}else{var a=this._map._getUIString(\"GeolocateControl.FindMyLocation\");this._geolocateButton.title=a,this._geolocateButton.setAttribute(\"aria-label\",a)}this.options.trackUserLocation&&(this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this._watchState=\"OFF\"),this.options.showUserLocation&&(this._dotElement=r.create(\"div\",\"mapboxgl-user-location-dot\"),this._userLocationDotMarker=new qi(this._dotElement),this._circleElement=r.create(\"div\",\"mapboxgl-user-location-accuracy-circle\"),this._accuracyCircleMarker=new qi({element:this._circleElement,pitchAlignment:\"map\"}),this.options.trackUserLocation&&(this._watchState=\"OFF\"),this._map.on(\"zoom\",this._onZoom)),this._geolocateButton.addEventListener(\"click\",this.trigger.bind(this)),this._setup=!0,this.options.trackUserLocation&&this._map.on(\"movestart\",(function(e){var r=e.originalEvent&&\"resize\"===e.originalEvent.type;e.geolocateSource||\"ACTIVE_LOCK\"!==n._watchState||r||(n._watchState=\"BACKGROUND\",n._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\"),n._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),n.fire(new t.Event(\"trackuserlocationend\")))}))},n.prototype.trigger=function(){if(!this._setup)return t.warnOnce(\"Geolocate control triggered before added to a map\"),!1;if(this.options.trackUserLocation){switch(this._watchState){case\"OFF\":this._watchState=\"WAITING_ACTIVE\",this.fire(new t.Event(\"trackuserlocationstart\"));break;case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":case\"BACKGROUND_ERROR\":Zi--,Yi=!1,this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this.fire(new t.Event(\"trackuserlocationend\"));break;case\"BACKGROUND\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._lastKnownPosition&&this._updateCamera(this._lastKnownPosition),this.fire(new t.Event(\"trackuserlocationstart\"))}switch(this._watchState){case\"WAITING_ACTIVE\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_LOCK\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"BACKGROUND\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\");break;case\"BACKGROUND_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\")}if(\"OFF\"===this._watchState&&void 0!==this._geolocationWatchID)this._clearWatch();else if(void 0===this._geolocationWatchID){var e;this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"true\"),++Zi>1?(e={maximumAge:6e5,timeout:0},Yi=!0):(e=this.options.positionOptions,Yi=!1),this._geolocationWatchID=t.window.navigator.geolocation.watchPosition(this._onSuccess,this._onError,e)}}else t.window.navigator.geolocation.getCurrentPosition(this._onSuccess,this._onError,this.options.positionOptions),this._timeoutId=setTimeout(this._finish,1e4);return!0},n.prototype._clearWatch=function(){t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0,this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this.options.showUserLocation&&this._updateMarker(null)},n}(t.Evented),Xi={maxWidth:100,unit:\"metric\"},Ji=function(e){this.options=t.extend({},Xi,e),t.bindAll([\"_onMove\",\"setUnit\"],this)};function Ki(t,e,r){var n=r&&r.maxWidth||100,i=t._container.clientHeight/2,a=t.unproject([0,i]),o=t.unproject([n,i]),s=a.distanceTo(o);if(r&&\"imperial\"===r.unit){var l=3.2808*s;l>5280?$i(e,n,l/5280,t._getUIString(\"ScaleControl.Miles\")):$i(e,n,l,t._getUIString(\"ScaleControl.Feet\"))}else r&&\"nautical\"===r.unit?$i(e,n,s/1852,t._getUIString(\"ScaleControl.NauticalMiles\")):s>=1e3?$i(e,n,s/1e3,t._getUIString(\"ScaleControl.Kilometers\")):$i(e,n,s,t._getUIString(\"ScaleControl.Meters\"))}function $i(t,e,r,n){var i,a,o,s=(i=r,(a=Math.pow(10,(\"\"+Math.floor(i)).length-1))*((o=i/a)>=10?10:o>=5?5:o>=3?3:o>=2?2:o>=1?1:function(t){var e=Math.pow(10,Math.ceil(-Math.log(t)/Math.LN10));return Math.round(t*e)/e}(o))),l=s/r;t.style.width=e*l+\"px\",t.innerHTML=s+\"&nbsp;\"+n}Ji.prototype.getDefaultPosition=function(){return\"bottom-left\"},Ji.prototype._onMove=function(){Ki(this._map,this._container,this.options)},Ji.prototype.onAdd=function(t){return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-scale\",t.getContainer()),this._map.on(\"move\",this._onMove),this._onMove(),this._container},Ji.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"move\",this._onMove),this._map=void 0},Ji.prototype.setUnit=function(t){this.options.unit=t,Ki(this._map,this._container,this.options)};var Qi=function(e){this._fullscreen=!1,e&&e.container&&(e.container instanceof t.window.HTMLElement?this._container=e.container:t.warnOnce(\"Full screen control 'container' must be a DOM element.\")),t.bindAll([\"_onClickFullscreen\",\"_changeIcon\"],this),\"onfullscreenchange\"in t.window.document?this._fullscreenchange=\"fullscreenchange\":\"onmozfullscreenchange\"in t.window.document?this._fullscreenchange=\"mozfullscreenchange\":\"onwebkitfullscreenchange\"in t.window.document?this._fullscreenchange=\"webkitfullscreenchange\":\"onmsfullscreenchange\"in t.window.document&&(this._fullscreenchange=\"MSFullscreenChange\")};Qi.prototype.onAdd=function(e){return this._map=e,this._container||(this._container=this._map.getContainer()),this._controlContainer=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._checkFullscreenSupport()?this._setupUI():(this._controlContainer.style.display=\"none\",t.warnOnce(\"This device does not support fullscreen mode.\")),this._controlContainer},Qi.prototype.onRemove=function(){r.remove(this._controlContainer),this._map=null,t.window.document.removeEventListener(this._fullscreenchange,this._changeIcon)},Qi.prototype._checkFullscreenSupport=function(){return!!(t.window.document.fullscreenEnabled||t.window.document.mozFullScreenEnabled||t.window.document.msFullscreenEnabled||t.window.document.webkitFullscreenEnabled)},Qi.prototype._setupUI=function(){var e=this._fullscreenButton=r.create(\"button\",\"mapboxgl-ctrl-fullscreen\",this._controlContainer);r.create(\"span\",\"mapboxgl-ctrl-icon\",e).setAttribute(\"aria-hidden\",!0),e.type=\"button\",this._updateTitle(),this._fullscreenButton.addEventListener(\"click\",this._onClickFullscreen),t.window.document.addEventListener(this._fullscreenchange,this._changeIcon)},Qi.prototype._updateTitle=function(){var t=this._getTitle();this._fullscreenButton.setAttribute(\"aria-label\",t),this._fullscreenButton.title=t},Qi.prototype._getTitle=function(){return this._map._getUIString(this._isFullscreen()?\"FullscreenControl.Exit\":\"FullscreenControl.Enter\")},Qi.prototype._isFullscreen=function(){return this._fullscreen},Qi.prototype._changeIcon=function(){(t.window.document.fullscreenElement||t.window.document.mozFullScreenElement||t.window.document.webkitFullscreenElement||t.window.document.msFullscreenElement)===this._container!==this._fullscreen&&(this._fullscreen=!this._fullscreen,this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-shrink\"),this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-fullscreen\"),this._updateTitle())},Qi.prototype._onClickFullscreen=function(){this._isFullscreen()?t.window.document.exitFullscreen?t.window.document.exitFullscreen():t.window.document.mozCancelFullScreen?t.window.document.mozCancelFullScreen():t.window.document.msExitFullscreen?t.window.document.msExitFullscreen():t.window.document.webkitCancelFullScreen&&t.window.document.webkitCancelFullScreen():this._container.requestFullscreen?this._container.requestFullscreen():this._container.mozRequestFullScreen?this._container.mozRequestFullScreen():this._container.msRequestFullscreen?this._container.msRequestFullscreen():this._container.webkitRequestFullscreen&&this._container.webkitRequestFullscreen()};var ta={closeButton:!0,closeOnClick:!0,className:\"\",maxWidth:\"240px\"},ea=function(e){function n(r){e.call(this),this.options=t.extend(Object.create(ta),r),t.bindAll([\"_update\",\"_onClose\",\"remove\",\"_onMouseMove\",\"_onMouseUp\",\"_onDrag\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(e){return this._map&&this.remove(),this._map=e,this.options.closeOnClick&&this._map.on(\"click\",this._onClose),this.options.closeOnMove&&this._map.on(\"move\",this._onClose),this._map.on(\"remove\",this.remove),this._update(),this._trackPointer?(this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"mouseup\",this._onMouseUp),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")):this._map.on(\"move\",this._update),this.fire(new t.Event(\"open\")),this},n.prototype.isOpen=function(){return!!this._map},n.prototype.remove=function(){return this._content&&r.remove(this._content),this._container&&(r.remove(this._container),delete this._container),this._map&&(this._map.off(\"move\",this._update),this._map.off(\"move\",this._onClose),this._map.off(\"click\",this._onClose),this._map.off(\"remove\",this.remove),this._map.off(\"mousemove\",this._onMouseMove),this._map.off(\"mouseup\",this._onMouseUp),this._map.off(\"drag\",this._onDrag),delete this._map),this.fire(new t.Event(\"close\")),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._trackPointer=!1,this._update(),this._map&&(this._map.on(\"move\",this._update),this._map.off(\"mousemove\",this._onMouseMove),this._container&&this._container.classList.remove(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.remove(\"mapboxgl-track-pointer\")),this},n.prototype.trackPointer=function(){return this._trackPointer=!0,this._pos=null,this._update(),this._map&&(this._map.off(\"move\",this._update),this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"drag\",this._onDrag),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")),this},n.prototype.getElement=function(){return this._container},n.prototype.setText=function(e){return this.setDOMContent(t.window.document.createTextNode(e))},n.prototype.setHTML=function(e){var r,n=t.window.document.createDocumentFragment(),i=t.window.document.createElement(\"body\");for(i.innerHTML=e;r=i.firstChild;)n.appendChild(r);return this.setDOMContent(n)},n.prototype.getMaxWidth=function(){return this._container&&this._container.style.maxWidth},n.prototype.setMaxWidth=function(t){return this.options.maxWidth=t,this._update(),this},n.prototype.setDOMContent=function(t){return this._createContent(),this._content.appendChild(t),this._update(),this},n.prototype.addClassName=function(t){this._container&&this._container.classList.add(t)},n.prototype.removeClassName=function(t){this._container&&this._container.classList.remove(t)},n.prototype.toggleClassName=function(t){if(this._container)return this._container.classList.toggle(t)},n.prototype._createContent=function(){this._content&&r.remove(this._content),this._content=r.create(\"div\",\"mapboxgl-popup-content\",this._container),this.options.closeButton&&(this._closeButton=r.create(\"button\",\"mapboxgl-popup-close-button\",this._content),this._closeButton.type=\"button\",this._closeButton.setAttribute(\"aria-label\",\"Close popup\"),this._closeButton.innerHTML=\"&#215;\",this._closeButton.addEventListener(\"click\",this._onClose))},n.prototype._onMouseUp=function(t){this._update(t.point)},n.prototype._onMouseMove=function(t){this._update(t.point)},n.prototype._onDrag=function(t){this._update(t.point)},n.prototype._update=function(t){var e=this,n=this._lngLat||this._trackPointer;if(this._map&&n&&this._content&&(this._container||(this._container=r.create(\"div\",\"mapboxgl-popup\",this._map.getContainer()),this._tip=r.create(\"div\",\"mapboxgl-popup-tip\",this._container),this._container.appendChild(this._content),this.options.className&&this.options.className.split(\" \").forEach((function(t){return e._container.classList.add(t)})),this._trackPointer&&this._container.classList.add(\"mapboxgl-popup-track-pointer\")),this.options.maxWidth&&this._container.style.maxWidth!==this.options.maxWidth&&(this._container.style.maxWidth=this.options.maxWidth),this._map.transform.renderWorldCopies&&!this._trackPointer&&(this._lngLat=ji(this._lngLat,this._pos,this._map.transform)),!this._trackPointer||t)){var i=this._pos=this._trackPointer&&t?t:this._map.project(this._lngLat),a=this.options.anchor,o=ra(this.options.offset);if(!a){var s,l=this._container.offsetWidth,u=this._container.offsetHeight;s=i.y+o.bottom.y<u?[\"top\"]:i.y>this._map.transform.height-u?[\"bottom\"]:[],i.x<l/2?s.push(\"left\"):i.x>this._map.transform.width-l/2&&s.push(\"right\"),a=0===s.length?\"bottom\":s.join(\"-\")}var c=i.add(o[a]).round();r.setTransform(this._container,Ui[a]+\" translate(\"+c.x+\"px,\"+c.y+\"px)\"),Vi(this._container,a,\"popup\")}},n.prototype._onClose=function(){this.remove()},n}(t.Evented);function ra(e){if(e){if(\"number\"==typeof e){var r=Math.round(Math.sqrt(.5*Math.pow(e,2)));return{center:new t.Point(0,0),top:new t.Point(0,e),\"top-left\":new t.Point(r,r),\"top-right\":new t.Point(-r,r),bottom:new t.Point(0,-e),\"bottom-left\":new t.Point(r,-r),\"bottom-right\":new t.Point(-r,-r),left:new t.Point(e,0),right:new t.Point(-e,0)}}if(e instanceof t.Point||Array.isArray(e)){var n=t.Point.convert(e);return{center:n,top:n,\"top-left\":n,\"top-right\":n,bottom:n,\"bottom-left\":n,\"bottom-right\":n,left:n,right:n}}return{center:t.Point.convert(e.center||[0,0]),top:t.Point.convert(e.top||[0,0]),\"top-left\":t.Point.convert(e[\"top-left\"]||[0,0]),\"top-right\":t.Point.convert(e[\"top-right\"]||[0,0]),bottom:t.Point.convert(e.bottom||[0,0]),\"bottom-left\":t.Point.convert(e[\"bottom-left\"]||[0,0]),\"bottom-right\":t.Point.convert(e[\"bottom-right\"]||[0,0]),left:t.Point.convert(e.left||[0,0]),right:t.Point.convert(e.right||[0,0])}}return ra(new t.Point(0,0))}var na={version:t.version,supported:e,setRTLTextPlugin:t.setRTLTextPlugin,getRTLTextPluginStatus:t.getRTLTextPluginStatus,Map:zi,NavigationControl:Bi,GeolocateControl:Wi,AttributionControl:Mi,ScaleControl:Ji,FullscreenControl:Qi,Popup:ea,Marker:qi,Style:Ye,LngLat:t.LngLat,LngLatBounds:t.LngLatBounds,Point:t.Point,MercatorCoordinate:t.MercatorCoordinate,Evented:t.Evented,config:t.config,prewarm:function(){jt().acquire(Rt)},clearPrewarmedResources:function(){var t=Bt;t&&(t.isPreloaded()&&1===t.numActive()?(t.release(Rt),Bt=null):console.warn(\"Could not clear WebWorkers since there are active Map instances that still reference it. 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e=[u(t.region,!1)];c.push(e);for(var r=0;r<t.children.length;r++)e.push(h(t.children[r]))}function h(t){for(var e=0;e<t.children.length;e++)f(t.children[e]);return u(t.region,!0)}for(s=0;s<a.children.length;s++)f(a.children[s]);return c.length<=0?{type:\"Polygon\",coordinates:[]}:1==c.length?{type:\"Polygon\",coordinates:c[0]}:{type:\"MultiPolygon\",coordinates:c}}};t.exports=e},87263:function(t,e,r){var n=r(26859);t.exports=function(t,e,r){function i(t,e,n){return{id:r?r.segmentId():-1,start:t,end:e,myFill:{above:n.myFill.above,below:n.myFill.below},otherFill:null}}var a=n.create();function o(t,r){a.insertBefore(t,(function(n){return i=t.isStart,a=t.pt,o=r,s=n.isStart,l=n.pt,u=n.other.pt,(0!==(c=e.pointsCompare(a,l))?c:e.pointsSame(o,u)?0:i!==s?i?1:-1:e.pointAboveOrOnLine(o,s?l:u,s?u:l)?1:-1)<0;var i,a,o,s,l,u,c}))}function s(t,e){var r=function(t,e){var r=n.node({isStart:!0,pt:t.start,seg:t,primary:e,other:null,status:null});return o(r,t.end),r}(t,e);return function(t,e,r){var i=n.node({isStart:!1,pt:e.end,seg:e,primary:r,other:t,status:null});t.other=i,o(i,t.pt)}(r,t,e),r}function l(t,e){var n=i(e,t.seg.end,t.seg);return function(t,e){r&&r.segmentChop(t.seg,e),t.other.remove(),t.seg.end=e,t.other.pt=e,o(t.other,t.pt)}(t,e),s(n,t.primary)}function u(i,o){var s=n.create();function u(t){return s.findTransition((function(r){var n,i,a,o,s,l;return n=t,i=r.ev,a=n.seg.start,o=n.seg.end,s=i.seg.start,l=i.seg.end,(e.pointsCollinear(a,s,l)?e.pointsCollinear(o,s,l)||e.pointAboveOrOnLine(o,s,l)?1:-1:e.pointAboveOrOnLine(a,s,l)?1:-1)>0}))}function c(t,n){var i=t.seg,a=n.seg,o=i.start,s=i.end,u=a.start,c=a.end;r&&r.checkIntersection(i,a);var f=e.linesIntersect(o,s,u,c);if(!1===f){if(!e.pointsCollinear(o,s,u))return!1;if(e.pointsSame(o,c)||e.pointsSame(s,u))return!1;var h=e.pointsSame(o,u),p=e.pointsSame(s,c);if(h&&p)return n;var d=!h&&e.pointBetween(o,u,c),v=!p&&e.pointBetween(s,u,c);if(h)return v?l(n,s):l(t,c),n;d&&(p||(v?l(n,s):l(t,c)),l(n,o))}else 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a=n[t],o=n[i],s=a[a.length-1],l=a[a.length-2],u=o[0],c=o[1];e.pointsCollinear(l,s,u)&&(r&&r.chainRemoveTail(t,s),a.pop(),s=l),e.pointsCollinear(s,u,c)&&(r&&r.chainRemoveHead(i,u),o.shift()),r&&r.chainJoin(t,i),n[t]=a.concat(o),n.splice(i,1)}})),i}},55968:function(t){function e(t,e,r){var n=[];return t.forEach((function(t){var i=(t.myFill.above?8:0)+(t.myFill.below?4:0)+(t.otherFill&&t.otherFill.above?2:0)+(t.otherFill&&t.otherFill.below?1:0);0!==e[i]&&n.push({id:r?r.segmentId():-1,start:t.start,end:t.end,myFill:{above:1===e[i],below:2===e[i]},otherFill:null})})),r&&r.selected(n),n}var r={union:function(t,r){return e(t,[0,2,1,0,2,2,0,0,1,0,1,0,0,0,0,0],r)},intersect:function(t,r){return e(t,[0,0,0,0,0,2,0,2,0,0,1,1,0,2,1,0],r)},difference:function(t,r){return e(t,[0,0,0,0,2,0,2,0,1,1,0,0,0,1,2,0],r)},differenceRev:function(t,r){return e(t,[0,2,1,0,0,0,1,1,0,2,0,2,0,0,0,0],r)},xor:function(t,r){return e(t,[0,2,1,0,2,0,0,1,1,0,0,2,0,1,2,0],r)}};t.exports=r},14847:function(t,e,r){\"use 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t&&(t=x[t]),null!=t&&t&&t.count&&t.color&&t.opacity&&t.positions&&t.positions.length>1&&(t.scaleRatio=[t.scale[0]*t.viewport.width,t.scale[1]*t.viewport.height],r(t),t.after&&t.after(t))}function T(t){if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var e=0,r=0;if(b.groups=x=t.map((function(t,u){var c=x[u];return t?(\"function\"==typeof t?t={after:t}:\"number\"==typeof t[0]&&(t={positions:t}),t=o(t,{color:\"color colors fill\",capSize:\"capSize cap capsize cap-size\",lineWidth:\"lineWidth line-width width line thickness\",opacity:\"opacity alpha\",range:\"range dataBox\",viewport:\"viewport viewBox\",errors:\"errors error\",positions:\"positions position data points\"}),c||(x[u]=c={id:u,scale:null,translate:null,scaleFract:null,translateFract:null,draw:!0},t=s({},m,t)),a(c,t,[{lineWidth:function(t){return.5*+t},capSize:function(t){return.5*+t},opacity:parseFloat,errors:function(t){return t=l(t),r+=t.length,t},positions:function(t,r){return t=l(t,\"float64\"),r.count=Math.floor(t.length/2),r.bounds=n(t,2),r.offset=e,e+=r.count,t}},{color:function(t,e){var r=e.count;if(t||(t=\"transparent\"),!Array.isArray(t)||\"number\"==typeof t[0]){var n=t;t=Array(r);for(var a=0;a<r;a++)t[a]=n}if(t.length<r)throw Error(\"Not enough colors\");for(var o=new Uint8Array(4*r),s=0;s<r;s++){var l=i(t[s],\"uint8\");o.set(l,4*s)}return o},range:function(t,e,r){var n=e.bounds;return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=f(e.scale),e.translateFract=f(e.translate),t},viewport:function(t){var e;return Array.isArray(t)?e={x:t[0],y:t[1],width:t[2]-t[0],height:t[3]-t[1]}:t?(e={x:t.x||t.left||0,y:t.y||t.top||0},t.right?e.width=t.right-e.x:e.width=t.w||t.width||0,t.bottom?e.height=t.bottom-e.y:e.height=t.h||t.height||0):e={x:0,y:0,width:y.drawingBufferWidth,height:y.drawingBufferHeight},e}}]),c):c})),e||r){var h=x.reduce((function(t,e,r){return t+(e?e.count:0)}),0),g=new Float64Array(2*h),_=new Uint8Array(4*h),w=new Float32Array(4*h);x.forEach((function(t,e){if(t){var r=t.positions,n=t.count,i=t.offset,a=t.color,o=t.errors;n&&(_.set(a,4*i),w.set(o,4*i),g.set(r,2*i))}}));var T=c(g);u(T);var k=f(g,T);p(k),d(_),v(w)}}}function k(){u.destroy(),p.destroy(),d.destroy(),v.destroy(),g.destroy()}};var h=[[1,0,0,1,0,0],[1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,1,0,0],[1,0,0,1,0,0],[1,0,-1,0,0,1],[1,0,-1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,1],[1,0,-1,0,0,1],[-1,0,-1,0,0,1],[-1,0,-1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,1],[-1,0,-1,0,0,1],[0,1,1,0,0,0],[0,1,-1,0,0,0],[0,-1,-1,0,0,0],[0,-1,-1,0,0,0],[0,1,1,0,0,0],[0,-1,1,0,0,0],[0,1,0,-1,1,0],[0,1,0,-1,-1,0],[0,1,0,1,-1,0],[0,1,0,1,1,0],[0,1,0,-1,1,0],[0,1,0,1,-1,0],[0,-1,0,-1,1,0],[0,-1,0,-1,-1,0],[0,-1,0,1,-1,0],[0,-1,0,1,1,0],[0,-1,0,-1,1,0],[0,-1,0,1,-1,0]]},46075:function(t,e,r){\"use strict\";var n=r(25075),i=r(21527),a=r(56131),o=r(56068),s=r(71299),l=r(30120),u=r(11474),c=r(54),f=r(57060),h=f.float32,p=f.fract32,d=r(83522),v=r(18863),g=r(6851);function y(t,e){if(!(this instanceof y))return new y(t,e);if(\"function\"==typeof t?(e||(e={}),e.regl=t):e=t,e.length&&(e.positions=e),!(t=e.regl).hasExtension(\"ANGLE_instanced_arrays\"))throw Error(\"regl-error2d: `ANGLE_instanced_arrays` extension should be enabled\");this.gl=t._gl,this.regl=t,this.passes=[],this.shaders=y.shaders.has(t)?y.shaders.get(t):y.shaders.set(t,y.createShaders(t)).get(t),this.update(e)}t.exports=y,y.dashMult=2,y.maxPatternLength=256,y.precisionThreshold=3e6,y.maxPoints=1e4,y.maxLines=2048,y.shaders=new d,y.createShaders=function(t){var e,r=t.buffer({usage:\"static\",type:\"float\",data:[0,1,0,0,1,1,1,0]}),n={primitive:\"triangle strip\",instances:t.prop(\"count\"),count:4,offset:0,uniforms:{miterMode:function(t,e){return\"round\"===e.join?2:1},miterLimit:t.prop(\"miterLimit\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),thickness:t.prop(\"thickness\"),dashTexture:t.prop(\"dashTexture\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),dashLength:t.prop(\"dashLength\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]},depth:t.prop(\"depth\")},blend:{enable:!0,color:[0,0,0,0],equation:{rgb:\"add\",alpha:\"add\"},func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},depth:{enable:function(t,e){return!e.overlay}},stencil:{enable:!1},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\")},i=t(a({vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, aCoordFract, bCoordFract;\\nattribute vec4 color;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvec2 project(vec2 position, vec2 positionFract, vec2 scale, vec2 scaleFract, vec2 translate, vec2 translateFract) {\\n\\t// the order is important\\n\\treturn position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n}\\n\\nvoid main() {\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineOffset = lineTop * 2. - 1.;\\n\\n\\tvec2 diff = (bCoord + bCoordFract - aCoord - aCoordFract);\\n\\ttangent = normalize(diff * scale * viewport.zw);\\n\\tvec2 normal = vec2(-tangent.y, tangent.x);\\n\\n\\tvec2 position = project(aCoord, aCoordFract, scale, scaleFract, translate, translateFract) * lineStart\\n\\t\\t+ project(bCoord, bCoordFract, scale, scaleFract, translate, translateFract) * lineEnd\\n\\n\\t\\t+ thickness * normal * .5 * lineOffset / viewport.zw;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform float dashLength, pixelRatio, thickness, opacity, id;\\nuniform sampler2D dashTexture;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvoid main() {\\n\\tfloat alpha = 1.;\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashLength) * .5 + .25;\\n\\tfloat dash = texture2D(dashTexture, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},aCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8,divisor:1},bCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:16,divisor:1},color:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1}}},n));try{e=t(a({cull:{enable:!0,face:\"back\"},vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, nextCoord, prevCoord;\\nattribute vec4 aColor, bColor;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, translate;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\nuniform float miterLimit, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 tangent;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nconst float REVERSE_THRESHOLD = -.875;\\nconst float MIN_DIFF = 1e-6;\\n\\n// TODO: possible optimizations: avoid overcalculating all for vertices and calc just one instead\\n// TODO: precalculate dot products, normalize things beforehead etc.\\n// TODO: refactor to rectangular algorithm\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nbool isNaN( float val ){\\n  return ( val < 0.0 || 0.0 < val || val == 0.0 ) ? false : true;\\n}\\n\\nvoid main() {\\n\\tvec2 aCoord = aCoord, bCoord = bCoord, prevCoord = prevCoord, nextCoord = nextCoord;\\n\\n  vec2 adjustedScale;\\n  adjustedScale.x = (abs(scale.x) < MIN_DIFF) ? MIN_DIFF : scale.x;\\n  adjustedScale.y = (abs(scale.y) < MIN_DIFF) ? MIN_DIFF : scale.y;\\n\\n  vec2 scaleRatio = adjustedScale * viewport.zw;\\n\\tvec2 normalWidth = thickness / scaleRatio;\\n\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineBot = 1. - lineTop;\\n\\n\\tfragColor = (lineStart * aColor + lineEnd * bColor) / 255.;\\n\\n\\tif (isNaN(aCoord.x) || isNaN(aCoord.y) || isNaN(bCoord.x) || isNaN(bCoord.y)) return;\\n\\n\\tif (aCoord == prevCoord) prevCoord = aCoord + normalize(bCoord - aCoord);\\n\\tif (bCoord == nextCoord) nextCoord = bCoord - normalize(bCoord - aCoord);\\n\\n\\tvec2 prevDiff = aCoord - prevCoord;\\n\\tvec2 currDiff = bCoord - aCoord;\\n\\tvec2 nextDiff = nextCoord - bCoord;\\n\\n\\tvec2 prevTangent = normalize(prevDiff * scaleRatio);\\n\\tvec2 currTangent = normalize(currDiff * scaleRatio);\\n\\tvec2 nextTangent = normalize(nextDiff * scaleRatio);\\n\\n\\tvec2 prevNormal = vec2(-prevTangent.y, prevTangent.x);\\n\\tvec2 currNormal = vec2(-currTangent.y, currTangent.x);\\n\\tvec2 nextNormal = vec2(-nextTangent.y, nextTangent.x);\\n\\n\\tvec2 startJoinDirection = normalize(prevTangent - currTangent);\\n\\tvec2 endJoinDirection = normalize(currTangent - nextTangent);\\n\\n\\t// collapsed/unidirectional segment cases\\n\\t// FIXME: there should be more elegant solution\\n\\tvec2 prevTanDiff = abs(prevTangent - currTangent);\\n\\tvec2 nextTanDiff = abs(nextTangent - currTangent);\\n\\tif (max(prevTanDiff.x, prevTanDiff.y) < MIN_DIFF) {\\n\\t\\tstartJoinDirection = currNormal;\\n\\t}\\n\\tif (max(nextTanDiff.x, nextTanDiff.y) < MIN_DIFF) {\\n\\t\\tendJoinDirection = currNormal;\\n\\t}\\n\\tif (aCoord == bCoord) {\\n\\t\\tendJoinDirection = startJoinDirection;\\n\\t\\tcurrNormal = prevNormal;\\n\\t\\tcurrTangent = prevTangent;\\n\\t}\\n\\n\\ttangent = currTangent;\\n\\n\\t//calculate join shifts relative to normals\\n\\tfloat startJoinShift = dot(currNormal, startJoinDirection);\\n\\tfloat endJoinShift = dot(currNormal, endJoinDirection);\\n\\n\\tfloat startMiterRatio = abs(1. / startJoinShift);\\n\\tfloat endMiterRatio = abs(1. / endJoinShift);\\n\\n\\tvec2 startJoin = startJoinDirection * startMiterRatio;\\n\\tvec2 endJoin = endJoinDirection * endMiterRatio;\\n\\n\\tvec2 startTopJoin, startBotJoin, endTopJoin, endBotJoin;\\n\\tstartTopJoin = sign(startJoinShift) * startJoin * .5;\\n\\tstartBotJoin = -startTopJoin;\\n\\n\\tendTopJoin = sign(endJoinShift) * endJoin * .5;\\n\\tendBotJoin = -endTopJoin;\\n\\n\\tvec2 aTopCoord = aCoord + normalWidth * startTopJoin;\\n\\tvec2 bTopCoord = bCoord + normalWidth * endTopJoin;\\n\\tvec2 aBotCoord = aCoord + normalWidth * startBotJoin;\\n\\tvec2 bBotCoord = bCoord + normalWidth * endBotJoin;\\n\\n\\t//miter anti-clipping\\n\\tfloat baClipping = distToLine(bCoord, aCoord, aBotCoord) / dot(normalize(normalWidth * endBotJoin), normalize(normalWidth.yx * vec2(-startBotJoin.y, startBotJoin.x)));\\n\\tfloat abClipping = distToLine(aCoord, bCoord, bTopCoord) / dot(normalize(normalWidth * startBotJoin), normalize(normalWidth.yx * vec2(-endBotJoin.y, endBotJoin.x)));\\n\\n\\t//prevent close to reverse direction switch\\n\\tbool prevReverse = dot(currTangent, prevTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, prevNormal)) * min(length(prevDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\tbool nextReverse = dot(currTangent, nextTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, nextNormal)) * min(length(nextDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\n\\tif (prevReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * startJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / startMiterRatio, 1.);\\n\\t\\taBotCoord = aCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\taTopCoord = aCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!nextReverse && baClipping > 0. && baClipping < length(normalWidth * endBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\tbTopCoord -= normalWidth * endTopJoin;\\n\\t\\tbTopCoord += normalize(endTopJoin * normalWidth) * baClipping;\\n\\t}\\n\\n\\tif (nextReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * endJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / endMiterRatio, 1.);\\n\\t\\tbBotCoord = bCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\tbTopCoord = bCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!prevReverse && abClipping > 0. && abClipping < length(normalWidth * startBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\taBotCoord -= normalWidth * startBotJoin;\\n\\t\\taBotCoord += normalize(startBotJoin * normalWidth) * abClipping;\\n\\t}\\n\\n\\tvec2 aTopPosition = (aTopCoord) * adjustedScale + translate;\\n\\tvec2 aBotPosition = (aBotCoord) * adjustedScale + translate;\\n\\n\\tvec2 bTopPosition = (bTopCoord) * adjustedScale + translate;\\n\\tvec2 bBotPosition = (bBotCoord) * adjustedScale + translate;\\n\\n\\t//position is normalized 0..1 coord on the screen\\n\\tvec2 position = (aTopPosition * lineTop + aBotPosition * lineBot) * lineStart + (bTopPosition * lineTop + bBotPosition * lineBot) * lineEnd;\\n\\n\\tstartCoord = aCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\tendCoord = bCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\n\\tgl_Position = vec4(position  * 2.0 - 1.0, depth, 1);\\n\\n\\tenableStartMiter = step(dot(currTangent, prevTangent), .5);\\n\\tenableEndMiter = step(dot(currTangent, nextTangent), .5);\\n\\n\\t//bevel miter cutoffs\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n\\n\\t//round miter cutoffs\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * abs(dot(startJoinDirection, currNormal)) * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * abs(dot(endJoinDirection, currNormal)) * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform float dashLength, pixelRatio, thickness, opacity, id, miterMode;\\nuniform sampler2D dashTexture;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nvoid main() {\\n\\tfloat alpha = 1., distToStart, distToEnd;\\n\\tfloat cutoff = thickness * .5;\\n\\n\\t//bevel miter\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToStart + 1., 0.), 1.);\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToEnd + 1., 0.), 1.);\\n\\t\\t}\\n\\t}\\n\\n\\t// round miter\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - startCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - endCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashLength) * .5 + .25;\\n\\tfloat dash = texture2D(dashTexture, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * 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main() {\\n\\tfloat depth = (MAX_LINES - 4. - id) / (MAX_LINES);\\n\\n\\tvec2 position = position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n\\tfragColor.a *= opacity;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n\\tgl_FragColor = 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t=this,e=[],r=arguments.length;r--;)e[r]=arguments[r];return(e.length?e:this.passes).forEach((function(e,r){var n;if(e&&Array.isArray(e))return(n=t).draw.apply(n,e);\"number\"==typeof e&&(e=t.passes[e]),e&&e.count>1&&e.opacity&&(t.regl._refresh(),e.fill&&e.triangles&&e.triangles.length>2&&t.shaders.fill(e),e.thickness&&(e.scale[0]*e.viewport.width>y.precisionThreshold||e.scale[1]*e.viewport.height>y.precisionThreshold||\"rect\"===e.join||!e.join&&(e.thickness<=2||e.count>=y.maxPoints)?t.shaders.rect(e):t.shaders.miter(e)))})),this},y.prototype.update=function(t){var e=this;if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var r=this.regl,o=this.gl;if(t.forEach((function(t,f){var d=e.passes[f];if(void 0!==t)if(null!==t){if(\"number\"==typeof t[0]&&(t={positions:t}),t=s(t,{positions:\"positions points data coords\",thickness:\"thickness lineWidth lineWidths line-width linewidth width stroke-width strokewidth strokeWidth\",join:\"lineJoin linejoin 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Uint8Array})},t=a({},y.defaults,t)),null!=t.thickness&&(d.thickness=parseFloat(t.thickness)),null!=t.opacity&&(d.opacity=parseFloat(t.opacity)),null!=t.miterLimit&&(d.miterLimit=parseFloat(t.miterLimit)),null!=t.overlay&&(d.overlay=!!t.overlay,f<y.maxLines&&(d.depth=2*(y.maxLines-1-f%y.maxLines)/y.maxLines-1)),null!=t.join&&(d.join=t.join),null!=t.hole&&(d.hole=t.hole),null!=t.fill&&(d.fill=t.fill?n(t.fill,\"uint8\"):null),null!=t.viewport&&(d.viewport=v(t.viewport)),d.viewport||(d.viewport=v([o.drawingBufferWidth,o.drawingBufferHeight])),null!=t.close&&(d.close=t.close),null===t.positions&&(t.positions=[]),t.positions){var m,x;if(t.positions.x&&t.positions.y){var b=t.positions.x,_=t.positions.y;x=d.count=Math.max(b.length,_.length),m=new Float64Array(2*x);for(var w=0;w<x;w++)m[2*w]=b[w],m[2*w+1]=_[w]}else m=l(t.positions,\"float64\"),x=d.count=Math.floor(m.length/2);var T=d.bounds=i(m,2);if(d.fill){for(var k=[],A={},M=0,S=0,E=0,L=d.count;S<L;S++){var C=m[2*S],P=m[2*S+1];isNaN(C)||isNaN(P)||null==C||null==P?(C=m[2*M],P=m[2*M+1],A[S]=M):M=S,k[E++]=C,k[E++]=P}if(t.splitNull){d.count-1 in A||(A[d.count]=d.count-1);var O=Object.keys(A).map(Number).sort((function(t,e){return t-e})),I=[],D=0,z=null!=d.hole?d.hole[0]:null;if(null!=z){var R=g(O,(function(t){return t>=z}));(O=O.slice(0,R)).push(z)}for(var F=function(t){var e=k.slice(2*D,2*O[t]).concat(z?k.slice(2*z):[]),r=(d.hole||[]).map((function(e){return e-z+(O[t]-D)})),n=u(e,r);n=n.map((function(e){return e+D+(e+D<O[t]?0:z-O[t])})),I.push.apply(I,n),D=O[t]+1},B=0;B<O.length;B++)F(B);for(var N=0,j=I.length;N<j;N++)null!=A[I[N]]&&(I[N]=A[I[N]]);d.triangles=I}else{for(var U=u(k,d.hole||[]),V=0,H=U.length;V<H;V++)null!=A[U[V]]&&(U[V]=A[U[V]]);d.triangles=U}}var q=new Float64Array(m);c(q,2,T);var G=new Float64Array(2*x+6);d.close?m[0]===m[2*x-2]&&m[1]===m[2*x-1]?(G[0]=q[2*x-4],G[1]=q[2*x-3]):(G[0]=q[2*x-2],G[1]=q[2*x-1]):(G[0]=q[0],G[1]=q[1]),G.set(q,2),d.close?m[0]===m[2*x-2]&&m[1]===m[2*x-1]?(G[2*x+2]=q[2],G[2*x+3]=q[3],d.count-=1):(G[2*x+2]=q[0],G[2*x+3]=q[1],G[2*x+4]=q[2],G[2*x+5]=q[3]):(G[2*x+2]=q[2*x-2],G[2*x+3]=q[2*x-1],G[2*x+4]=q[2*x-2],G[2*x+5]=q[2*x-1]);var Z=h(G);d.positionBuffer(Z);var Y=p(G,Z);d.positionFractBuffer(Y)}if(t.range?d.range=t.range:d.range||(d.range=d.bounds),(t.range||t.positions)&&d.count){var W=d.bounds,X=W[2]-W[0],J=W[3]-W[1],K=d.range[2]-d.range[0],$=d.range[3]-d.range[1];d.scale=[X/K,J/$],d.translate=[-d.range[0]/K+W[0]/K||0,-d.range[1]/$+W[1]/$||0],d.scaleFract=p(d.scale),d.translateFract=p(d.translate)}if(t.dashes){var Q,tt=0;if(!t.dashes||t.dashes.length<2)tt=1,Q=new Uint8Array([255,255,255,255,255,255,255,255]);else{tt=0;for(var et=0;et<t.dashes.length;++et)tt+=t.dashes[et];Q=new Uint8Array(tt*y.dashMult);for(var rt=0,nt=255,it=0;it<2;it++)for(var at=0;at<t.dashes.length;++at){for(var ot=0,st=t.dashes[at]*y.dashMult*.5;ot<st;++ot)Q[rt++]=nt;nt^=255}}d.dashLength=tt,d.dashTexture({channels:1,data:Q,width:Q.length,height:1,mag:\"linear\",min:\"linear\"},0,0)}if(t.color){var lt=d.count,ut=t.color;ut||(ut=\"transparent\");var ct=new Uint8Array(4*lt+4);if(Array.isArray(ut)&&\"number\"!=typeof ut[0]){for(var ft=0;ft<lt;ft++){var ht=n(ut[ft],\"uint8\");ct.set(ht,4*ft)}ct.set(n(ut[0],\"uint8\"),4*lt)}else for(var pt=n(ut,\"uint8\"),dt=0;dt<lt+1;dt++)ct.set(pt,4*dt);d.colorBuffer({usage:\"dynamic\",type:\"uint8\",data:ct})}}else e.passes[f]=null})),t.length<this.passes.length){for(var f=t.length;f<this.passes.length;f++){var d=this.passes[f];d&&(d.colorBuffer.destroy(),d.positionBuffer.destroy(),d.dashTexture.destroy())}this.passes.length=t.length}for(var m=[],x=0;x<this.passes.length;x++)null!==this.passes[x]&&m.push(this.passes[x]);return this.passes=m,this}},y.prototype.destroy=function(){return this.passes.forEach((function(t){t.colorBuffer.destroy(),t.positionBuffer.destroy(),t.dashTexture.destroy()})),this.passes.length=0,this}},11870:function(t,e,r){\"use strict\";function n(t,e){return function(t){if(Array.isArray(t))return t}(t)||function(t,e){var r=null==t?null:\"undefined\"!=typeof Symbol&&t[Symbol.iterator]||t[\"@@iterator\"];if(null!=r){var n,i,a,o,s=[],l=!0,u=!1;try{if(a=(r=r.call(t)).next,0===e){if(Object(r)!==r)return;l=!1}else for(;!(l=(n=a.call(r)).done)&&(s.push(n.value),s.length!==e);l=!0);}catch(t){u=!0,i=t}finally{try{if(!l&&null!=r.return&&(o=r.return(),Object(o)!==o))return}finally{if(u)throw i}}return s}}(t,e)||i(t,e)||function(){throw new TypeError(\"Invalid attempt to destructure non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}()}function i(t,e){if(t){if(\"string\"==typeof t)return a(t,e);var r=Object.prototype.toString.call(t).slice(8,-1);return\"Object\"===r&&t.constructor&&(r=t.constructor.name),\"Map\"===r||\"Set\"===r?Array.from(t):\"Arguments\"===r||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(r)?a(t,e):void 0}}function a(t,e){(null==e||e>t.length)&&(e=t.length);for(var r=0,n=new Array(e);r<e;r++)n[r]=t[r];return n}var o=r(25075),s=r(21527),l=r(6475),u=r(88294),c=r(56131),f=r(56068),h=r(71299),p=r(93447),d=r(30120),v=r(62683),g=r(57060),y=r(18863),m=x;function x(t,e){var r=this;if(!(this instanceof x))return new x(t,e);\"function\"==typeof t?(e||(e={}),e.regl=t):(e=t,t=null),e&&e.length&&(e.positions=e);var n,i=(t=e.regl)._gl,a=[];this.tooManyColors=v,n=t.texture({data:new Uint8Array(1020),width:255,height:1,type:\"uint8\",format:\"rgba\",wrapS:\"clamp\",wrapT:\"clamp\",mag:\"nearest\",min:\"nearest\"}),c(this,{regl:t,gl:i,groups:[],markerCache:[null],markerTextures:[null],palette:a,paletteIds:{},paletteTexture:n,maxColors:255,maxSize:100,canvas:i.canvas}),this.update(e);var o={uniforms:{constPointSize:!!e.constPointSize,opacity:t.prop(\"opacity\"),paletteSize:function(t,e){return[r.tooManyColors?0:255,n.height]},pixelRatio:t.context(\"pixelRatio\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translate:t.prop(\"translate\"),translateFract:t.prop(\"translateFract\"),markerTexture:t.prop(\"markerTexture\"),paletteTexture:n},attributes:{x:function(t,e){return e.xAttr||{buffer:e.positionBuffer,stride:8,offset:0}},y:function(t,e){return e.yAttr||{buffer:e.positionBuffer,stride:8,offset:4}},xFract:function(t,e){return e.xAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:0}},yFract:function(t,e){return e.yAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:4}},size:function(t,e){return e.size.length?{buffer:e.sizeBuffer,stride:2,offset:0}:{constant:[Math.round(255*e.size/r.maxSize)]}},borderSize:function(t,e){return e.borderSize.length?{buffer:e.sizeBuffer,stride:2,offset:1}:{constant:[Math.round(255*e.borderSize/r.maxSize)]}},colorId:function(t,e){return e.color.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:0}:{constant:r.tooManyColors?a.slice(4*e.color,4*e.color+4):[e.color]}},borderColorId:function(t,e){return e.borderColor.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:r.tooManyColors?4:2}:{constant:r.tooManyColors?a.slice(4*e.borderColor,4*e.borderColor+4):[e.borderColor]}},isActive:function(t,e){return!0===e.activation?{constant:[1]}:e.activation?e.activation:{constant:[0]}}},blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\"),stencil:{enable:!1},depth:{enable:!1},elements:t.prop(\"elements\"),count:t.prop(\"count\"),offset:t.prop(\"offset\"),primitive:\"points\"},s=c({},o);s.frag=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform float opacity;\\nuniform sampler2D markerTexture;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nfloat smoothStep(float x, float y) {\\n  return 1.0 / (1.0 + exp(50.0*(x - y)));\\n}\\n\\nvoid main() {\\n  float dist = texture2D(markerTexture, gl_PointCoord).r, delta = fragWidth;\\n\\n  // max-distance alpha\\n  if (dist < 0.003) discard;\\n\\n  // null-border case\\n  if (fragBorderColorLevel == fragColorLevel || fragBorderColor.a == 0.) {\\n    float colorAmt = smoothstep(.5 - delta, .5 + delta, dist);\\n    gl_FragColor = vec4(fragColor.rgb, colorAmt * fragColor.a * opacity);\\n  }\\n  else {\\n    float borderColorAmt = smoothstep(fragBorderColorLevel - delta, fragBorderColorLevel + delta, dist);\\n    float colorAmt = smoothstep(fragColorLevel - delta, fragColorLevel + delta, dist);\\n\\n    vec4 color = fragBorderColor;\\n    color.a *= borderColorAmt;\\n    color = mix(color, fragColor, colorAmt);\\n    color.a *= opacity;\\n\\n    gl_FragColor = color;\\n  }\\n\\n}\\n\"]),s.vert=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform bool constPointSize;\\nuniform float pixelRatio;\\nuniform vec2 scale, scaleFract, translate, translateFract, paletteSize;\\nuniform sampler2D paletteTexture;\\n\\nconst float maxSize = 100.;\\nconst float borderLevel = .5;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragPointSize, fragBorderRadius, fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(paletteTexture,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = 2. * size * pointSizeScale;\\n  fragPointSize = size * pixelRatio;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n  fragColor = color;\\n  fragBorderColor = borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n\\n  fragBorderColorLevel = clamp(borderLevel - borderLevel * borderSize / size, 0., 1.);\\n  fragColorLevel = clamp(borderLevel + (1. - borderLevel) * borderSize / size, 0., 1.);\\n}\"]),this.drawMarker=t(s);var l=c({},o);l.frag=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nuniform float opacity;\\n\\nfloat smoothStep(float edge0, float edge1, float x) {\\n\\tfloat t;\\n\\tt = clamp((x - edge0) / (edge1 - edge0), 0.0, 1.0);\\n\\treturn t * t * (3.0 - 2.0 * t);\\n}\\n\\nvoid main() {\\n\\tfloat radius, alpha = 1.0, delta = fragWidth;\\n\\n\\tradius = length(2.0 * gl_PointCoord.xy - 1.0);\\n\\n\\tif (radius > 1.0 + delta) {\\n\\t\\tdiscard;\\n\\t}\\n\\n\\talpha -= smoothstep(1.0 - delta, 1.0 + delta, radius);\\n\\n\\tfloat borderRadius = fragBorderRadius;\\n\\tfloat ratio = smoothstep(borderRadius - delta, borderRadius + delta, radius);\\n\\tvec4 color = mix(fragColor, fragBorderColor, ratio);\\n\\tcolor.a *= alpha * opacity;\\n\\tgl_FragColor = color;\\n}\\n\"]),l.vert=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform bool constPointSize;\\nuniform float pixelRatio;\\nuniform vec2 paletteSize, scale, scaleFract, translate, translateFract;\\nuniform sampler2D paletteTexture;\\n\\nconst float maxSize = 100.;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(paletteTexture,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = (size + borderSize) * pointSizeScale;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n  fragBorderRadius = 1. - 2. * borderSize / (size + borderSize);\\n  fragColor = color;\\n  fragBorderColor = borderColor.a == 0. || borderSize == 0. ? vec4(color.rgb, 0.) : borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n}\\n\"]),v&&(l.frag=l.frag.replace(\"smoothstep\",\"smoothStep\"),s.frag=s.frag.replace(\"smoothstep\",\"smoothStep\")),this.drawCircle=t(l)}x.defaults={color:\"black\",borderColor:\"transparent\",borderSize:0,size:12,opacity:1,marker:void 0,viewport:null,range:null,pixelSize:null,count:0,offset:0,bounds:null,positions:[],snap:1e4},x.prototype.render=function(){return arguments.length&&this.update.apply(this,arguments),this.draw(),this},x.prototype.draw=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];var i=this.groups;if(1===r.length&&Array.isArray(r[0])&&(null===r[0][0]||Array.isArray(r[0][0]))&&(r=r[0]),this.regl._refresh(),r.length)for(var a=0;a<r.length;a++)this.drawItem(a,r[a]);else i.forEach((function(e,r){t.drawItem(r)}));return this},x.prototype.drawItem=function(t,e){var r,n=this.groups,o=n[t];if(\"number\"==typeof e&&(t=e,o=n[e],e=null),o&&o.count&&o.opacity){o.activation[0]&&this.drawCircle(this.getMarkerDrawOptions(0,o,e));for(var s=[],l=1;l<o.activation.length;l++)o.activation[l]&&(!0===o.activation[l]||o.activation[l].data.length)&&s.push.apply(s,function(t){if(Array.isArray(t))return a(t)}(r=this.getMarkerDrawOptions(l,o,e))||function(t){if(\"undefined\"!=typeof Symbol&&null!=t[Symbol.iterator]||null!=t[\"@@iterator\"])return Array.from(t)}(r)||i(r)||function(){throw new TypeError(\"Invalid attempt to spread non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}());s.length&&this.drawMarker(s)}},x.prototype.getMarkerDrawOptions=function(t,e,r){var i=e.range,a=e.tree,o=e.viewport,s=e.activation,l=e.selectionBuffer,u=e.count;if(this.regl,!a)return r?[c({},e,{markerTexture:this.markerTextures[t],activation:s[t],count:r.length,elements:r,offset:0})]:[c({},e,{markerTexture:this.markerTextures[t],activation:s[t],offset:0})];var f=[],h=a.range(i,{lod:!0,px:[(i[2]-i[0])/o.width,(i[3]-i[1])/o.height]});if(r){for(var p=s[t].data,d=new Uint8Array(u),v=0;v<r.length;v++){var g=r[v];d[g]=p?p[g]:1}l.subdata(d)}for(var y=h.length;y--;){var m=n(h[y],2),x=m[0],b=m[1];f.push(c({},e,{markerTexture:this.markerTextures[t],activation:r?l:s[t],offset:x,count:b-x}))}return f},x.prototype.update=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];if(r.length){1===r.length&&Array.isArray(r[0])&&(r=r[0]);var i=this.groups,a=this.gl,o=this.regl,l=this.maxSize,f=this.maxColors,v=this.palette;this.groups=i=r.map((function(e,r){var n=i[r];if(void 0===e)return n;null===e?e={positions:null}:\"function\"==typeof e?e={ondraw:e}:\"number\"==typeof e[0]&&(e={positions:e}),null===(e=h(e,{positions:\"positions data points\",snap:\"snap cluster lod tree\",size:\"sizes size radius\",borderSize:\"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline\",color:\"colors color fill fill-color fillColor\",borderColor:\"borderColors borderColor stroke stroke-color strokeColor\",marker:\"markers marker shape\",range:\"range dataBox databox\",viewport:\"viewport viewPort viewBox viewbox\",opacity:\"opacity alpha transparency\",bounds:\"bound bounds boundaries limits\",tooManyColors:\"tooManyColors palette paletteMode optimizePalette enablePalette\"})).positions&&(e.positions=[]),null!=e.tooManyColors&&(t.tooManyColors=e.tooManyColors),n||(i[r]=n={id:r,scale:null,translate:null,scaleFract:null,translateFract:null,activation:[],selectionBuffer:o.buffer({data:new Uint8Array(0),usage:\"stream\",type:\"uint8\"}),sizeBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),colorBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),positionBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"}),positionFractBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"})},e=c({},x.defaults,e)),e.positions&&!(\"marker\"in e)&&(e.marker=n.marker,delete n.marker),e.marker&&!(\"positions\"in e)&&(e.positions=n.positions,delete n.positions);var m=0,b=0;if(p(n,e,[{snap:!0,size:function(t,e){return null==t&&(t=x.defaults.size),m+=t&&t.length?1:0,t},borderSize:function(t,e){return null==t&&(t=x.defaults.borderSize),m+=t&&t.length?1:0,t},opacity:parseFloat,color:function(e,r){return null==e&&(e=x.defaults.color),e=t.updateColor(e),b++,e},borderColor:function(e,r){return null==e&&(e=x.defaults.borderColor),e=t.updateColor(e),b++,e},bounds:function(t,e,r){return\"range\"in r||(r.range=null),t},positions:function(t,e,r){var n=e.snap,i=e.positionBuffer,a=e.positionFractBuffer,l=e.selectionBuffer;if(t.x||t.y)return t.x.length?e.xAttr={buffer:o.buffer(t.x),offset:0,stride:4,count:t.x.length}:e.xAttr={buffer:t.x.buffer,offset:4*t.x.offset||0,stride:4*(t.x.stride||1),count:t.x.count},t.y.length?e.yAttr={buffer:o.buffer(t.y),offset:0,stride:4,count:t.y.length}:e.yAttr={buffer:t.y.buffer,offset:4*t.y.offset||0,stride:4*(t.y.stride||1),count:t.y.count},e.count=Math.max(e.xAttr.count,e.yAttr.count),t;t=d(t,\"float64\");var c=e.count=Math.floor(t.length/2),f=e.bounds=c?s(t,2):null;if(r.range||e.range||(delete e.range,r.range=f),r.marker||e.marker||(delete e.marker,r.marker=null),n&&(!0===n||c>n)?e.tree=u(t,{bounds:f}):n&&n.length&&(e.tree=n),e.tree){var h={primitive:\"points\",usage:\"static\",data:e.tree,type:\"uint32\"};e.elements?e.elements(h):e.elements=o.elements(h)}var p=g.float32(t);return i({data:p,usage:\"dynamic\"}),a({data:g.fract32(t,p),usage:\"dynamic\"}),l({data:new Uint8Array(c),type:\"uint8\",usage:\"stream\"}),t}},{marker:function(e,r,n){var i=r.activation;if(i.forEach((function(t){return t&&t.destroy&&t.destroy()})),i.length=0,e&&\"number\"!=typeof e[0]){for(var a=[],s=0,l=Math.min(e.length,r.count);s<l;s++){var u=t.addMarker(e[s]);a[u]||(a[u]=new Uint8Array(r.count)),a[u][s]=1}for(var c=0;c<a.length;c++)if(a[c]){var f={data:a[c],type:\"uint8\",usage:\"static\"};i[c]?i[c](f):i[c]=o.buffer(f),i[c].data=a[c]}}else i[t.addMarker(e)]=!0;return e},range:function(t,e,r){var n=e.bounds;if(n)return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=g.fract(e.scale),e.translateFract=g.fract(e.translate),t},viewport:function(t){return y(t||[a.drawingBufferWidth,a.drawingBufferHeight])}}]),m){var _=n,w=_.count,T=_.size,k=_.borderSize,A=_.sizeBuffer,M=new Uint8Array(2*w);if(T.length||k.length)for(var S=0;S<w;S++)M[2*S]=Math.round(255*(null==T[S]?T:T[S])/l),M[2*S+1]=Math.round(255*(null==k[S]?k:k[S])/l);A({data:M,usage:\"dynamic\"})}if(b){var E,L=n,C=L.count,P=L.color,O=L.borderColor,I=L.colorBuffer;if(t.tooManyColors){if(P.length||O.length){E=new Uint8Array(8*C);for(var D=0;D<C;D++){var z=P[D];E[8*D]=v[4*z],E[8*D+1]=v[4*z+1],E[8*D+2]=v[4*z+2],E[8*D+3]=v[4*z+3];var R=O[D];E[8*D+4]=v[4*R],E[8*D+5]=v[4*R+1],E[8*D+6]=v[4*R+2],E[8*D+7]=v[4*R+3]}}}else if(P.length||O.length){E=new Uint8Array(4*C+2);for(var F=0;F<C;F++)null!=P[F]&&(E[4*F]=P[F]%f,E[4*F+1]=Math.floor(P[F]/f)),null!=O[F]&&(E[4*F+2]=O[F]%f,E[4*F+3]=Math.floor(O[F]/f))}I({data:E||new Uint8Array(0),type:\"uint8\",usage:\"dynamic\"})}return n}))}},x.prototype.addMarker=function(t){var e,r=this.markerTextures,n=this.regl,i=this.markerCache,a=null==t?0:i.indexOf(t);if(a>=0)return a;if(t instanceof Uint8Array||t instanceof Uint8ClampedArray)e=t;else{e=new Uint8Array(t.length);for(var o=0,s=t.length;o<s;o++)e[o]=255*t[o]}var l=Math.floor(Math.sqrt(e.length));return a=r.length,i.push(t),r.push(n.texture({channels:1,data:e,radius:l,mag:\"linear\",min:\"linear\"})),a},x.prototype.updateColor=function(t){var e=this.paletteIds,r=this.palette,n=this.maxColors;Array.isArray(t)||(t=[t]);var i=[];if(\"number\"==typeof t[0]){var a=[];if(Array.isArray(t))for(var s=0;s<t.length;s+=4)a.push(t.slice(s,s+4));else for(var u=0;u<t.length;u+=4)a.push(t.subarray(u,u+4));t=a}for(var c=0;c<t.length;c++){var f=t[c];f=o(f,\"uint8\");var h=l(f,!1);if(null==e[h]){var p=r.length;e[h]=Math.floor(p/4),r[p]=f[0],r[p+1]=f[1],r[p+2]=f[2],r[p+3]=f[3]}i[c]=e[h]}return!this.tooManyColors&&r.length>4*n&&(this.tooManyColors=!0),this.updatePalette(r),1===i.length?i[0]:i},x.prototype.updatePalette=function(t){if(!this.tooManyColors){var e=this.maxColors,r=this.paletteTexture,n=Math.ceil(.25*t.length/e);if(n>1)for(var i=.25*(t=t.slice()).length%e;i<n*e;i++)t.push(0,0,0,0);r.height<n&&r.resize(e,n),r.subimage({width:Math.min(.25*t.length,e),height:n,data:t},0,0)}},x.prototype.destroy=function(){return this.groups.forEach((function(t){t.sizeBuffer.destroy(),t.positionBuffer.destroy(),t.positionFractBuffer.destroy(),t.colorBuffer.destroy(),t.activation.forEach((function(t){return t&&t.destroy&&t.destroy()})),t.selectionBuffer.destroy(),t.elements&&t.elements.destroy()})),this.groups.length=0,this.paletteTexture.destroy(),this.markerTextures.forEach((function(t){return t&&t.destroy&&t.destroy()})),this};var b=r(56131);t.exports=function(t,e){var r=new m(t,e),n=r.render.bind(r);return b(n,{render:n,update:r.update.bind(r),draw:r.draw.bind(r),destroy:r.destroy.bind(r),regl:r.regl,gl:r.gl,canvas:r.gl.canvas,groups:r.groups,markers:r.markerCache,palette:r.palette}),n}},60487:function(t,e,r){\"use strict\";var n=r(11870),i=r(71299),a=r(21527),o=r(5877),s=r(57471),l=r(18863),u=r(30120);function c(t,e){if(!(this instanceof c))return new c(t,e);this.traces=[],this.passes={},this.regl=t,this.scatter=n(t),this.canvas=this.scatter.canvas}function f(t,e,r){return(null!=t.id?t.id:t)<<16|(255&e)<<8|255&r}function h(t,e,r){var n,i,a,o,s=t[e],l=t[r];return s.length>2?(s[0],s[2],n=s[1],i=s[3]):s.length?(n=s[0],i=s[1]):(s.x,n=s.y,s.x,s.width,i=s.y+s.height),l.length>2?(a=l[0],o=l[2],l[1],l[3]):l.length?(a=l[0],o=l[1]):(a=l.x,l.y,o=l.x+l.width,l.y,l.height),[a,n,o,i]}function p(t){if(\"number\"==typeof t)return[t,t,t,t];if(2===t.length)return[t[0],t[1],t[0],t[1]];var e=l(t);return[e.x,e.y,e.x+e.width,e.y+e.height]}t.exports=c,c.prototype.render=function(){for(var t,e=this,r=[],n=arguments.length;n--;)r[n]=arguments[n];return r.length&&(t=this).update.apply(t,r),this.regl.attributes.preserveDrawingBuffer?this.draw():(this.dirty?null==this.planned&&(this.planned=o((function(){e.draw(),e.dirty=!0,e.planned=null}))):(this.draw(),this.dirty=!0,o((function(){e.dirty=!1}))),this)},c.prototype.update=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=0;n<e.length;n++)this.updateItem(n,e[n]);this.traces=this.traces.filter(Boolean);for(var i=[],a=0,o=0;o<this.traces.length;o++){for(var s=this.traces[o],l=this.traces[o].passes,u=0;u<l.length;u++)i.push(this.passes[l[u]]);s.passOffset=a,a+=s.passes.length}return(t=this.scatter).update.apply(t,i),this}},c.prototype.updateItem=function(t,e){var r=this.regl;if(null===e)return this.traces[t]=null,this;if(!e)return this;var n,o=i(e,{data:\"data items columns rows values dimensions samples x\",snap:\"snap cluster\",size:\"sizes size radius\",color:\"colors color fill fill-color fillColor\",opacity:\"opacity alpha transparency 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Uint8Array}),color:\"black\",marker:null,size:12,borderColor:\"transparent\",borderSize:1,viewport:l([r._gl.drawingBufferWidth,r._gl.drawingBufferHeight]),padding:[0,0,0,0],opacity:1,diagonal:!0,upper:!0,lower:!0});if(null!=o.color&&(s.color=o.color),null!=o.size&&(s.size=o.size),null!=o.marker&&(s.marker=o.marker),null!=o.borderColor&&(s.borderColor=o.borderColor),null!=o.borderSize&&(s.borderSize=o.borderSize),null!=o.opacity&&(s.opacity=o.opacity),o.viewport&&(s.viewport=l(o.viewport)),null!=o.diagonal&&(s.diagonal=o.diagonal),null!=o.upper&&(s.upper=o.upper),null!=o.lower&&(s.lower=o.lower),o.data){s.buffer(u(o.data)),s.columns=o.data.length,s.count=o.data[0].length,s.bounds=[];for(var c=0;c<s.columns;c++)s.bounds[c]=a(o.data[c],1)}o.range&&(s.range=o.range,n=s.range&&\"number\"!=typeof s.range[0]),o.domain&&(s.domain=o.domain);var d=!1;null!=o.padding&&(Array.isArray(o.padding)&&o.padding.length===s.columns&&\"number\"==typeof o.padding[o.padding.length-1]?(s.padding=o.padding.map(p),d=!0):s.padding=p(o.padding));var v=s.columns,g=s.count,y=s.viewport.width,m=s.viewport.height,x=s.viewport.x,b=s.viewport.y,_=y/v,w=m/v;s.passes=[];for(var T=0;T<v;T++)for(var k=0;k<v;k++)if((s.diagonal||k!==T)&&(s.upper||!(T>k))&&(s.lower||!(T<k))){var A=f(s.id,T,k),M=this.passes[A]||(this.passes[A]={});if(o.data&&(o.transpose?M.positions={x:{buffer:s.buffer,offset:k,count:g,stride:v},y:{buffer:s.buffer,offset:T,count:g,stride:v}}:M.positions={x:{buffer:s.buffer,offset:k*g,count:g},y:{buffer:s.buffer,offset:T*g,count:g}},M.bounds=h(s.bounds,T,k)),o.domain||o.viewport||o.data){var S=d?h(s.padding,T,k):s.padding;if(s.domain){var E=h(s.domain,T,k),L=E[0],C=E[1],P=E[2],O=E[3];M.viewport=[x+L*y+S[0],b+C*m+S[1],x+P*y-S[2],b+O*m-S[3]]}else M.viewport=[x+k*_+_*S[0],b+T*w+w*S[1],x+(k+1)*_-_*S[2],b+(T+1)*w-w*S[3]]}o.color&&(M.color=s.color),o.size&&(M.size=s.size),o.marker&&(M.marker=s.marker),o.borderSize&&(M.borderSize=s.borderSize),o.borderColor&&(M.borderColor=s.borderColor),o.opacity&&(M.opacity=s.opacity),o.range&&(M.range=n?h(s.range,T,k):s.range||M.bounds),s.passes.push(A)}return this},c.prototype.draw=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=[],i=0;i<e.length;i++)if(\"number\"==typeof e[i]){var a=this.traces[e[i]],o=a.passes,l=a.passOffset;n.push.apply(n,s(l,l+o.length))}else if(e[i].length){var u=e[i],c=this.traces[i],f=c.passes,h=c.passOffset;f=f.map((function(t,e){n[h+e]=u}))}(t=this.scatter).draw.apply(t,n)}else this.scatter.draw();return this},c.prototype.destroy=function(){return this.traces.forEach((function(t){t.buffer&&t.buffer.destroy&&t.buffer.destroy()})),this.traces=null,this.passes=null,this.scatter.destroy(),this}},98580:function(t){t.exports=function(){function t(t,e){this.id=Z++,this.type=t,this.data=e}function e(t){if(0===t.length)return[];var r=t.charAt(0),n=t.charAt(t.length-1);if(1<t.length&&r===n&&('\"'===r||\"'\"===r))return['\"'+t.substr(1,t.length-2).replace(/\\\\/g,\"\\\\\\\\\").replace(/\"/g,'\\\\\"')+'\"'];if(r=/\\[(false|true|null|\\d+|'[^']*'|\"[^\"]*\")\\]/.exec(t))return e(t.substr(0,r.index)).concat(e(r[1])).concat(e(t.substr(r.index+r[0].length)));if(1===(r=t.split(\".\")).length)return['\"'+t.replace(/\\\\/g,\"\\\\\\\\\").replace(/\"/g,'\\\\\"')+'\"'];for(t=[],n=0;n<r.length;++n)t=t.concat(e(r[n]));return t}function r(t){return\"[\"+e(t).join(\"][\")+\"]\"}function n(t){return\"string\"==typeof t?t.split():t}function i(t){return\"string\"==typeof t?document.querySelector(t):t}function a(t){var e,r,a,o,s=t||{};t={};var 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e=Math.floor(t/400)+1;t-=400*(e-1),t+=t>15?16:0;var r=Math.floor(t/32)+1,n=t-32*(r-1)+1;return this.newDate(e<=0?e-1:e,r,n)}});var o={20:\"Fruitbat\",21:\"Anchovy\"};n.calendars.discworld=a},37715:function(t,e,r){var n=r(63489),i=r(56131);function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new 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n=r(56131);function i(){this.regionalOptions=[],this.regionalOptions[\"\"]={invalidCalendar:\"Calendar {0} not found\",invalidDate:\"Invalid {0} date\",invalidMonth:\"Invalid {0} month\",invalidYear:\"Invalid {0} year\",differentCalendars:\"Cannot mix {0} and {1} dates\"},this.local=this.regionalOptions[\"\"],this.calendars={},this._localCals={}}function a(t,e,r,n){if(this._calendar=t,this._year=e,this._month=r,this._day=n,0===this._calendar._validateLevel&&!this._calendar.isValid(this._year,this._month,this._day))throw(u.local.invalidDate||u.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name)}function o(t,e){return\"000000\".substring(0,e-(t=\"\"+t).length)+t}function s(){this.shortYearCutoff=\"+10\"}function l(t){this.local=this.regionalOptions[t]||this.regionalOptions[\"\"]}n(i.prototype,{instance:function(t,e){t=(t||\"gregorian\").toLowerCase(),e=e||\"\";var r=this._localCals[t+\"-\"+e];if(!r&&this.calendars[t]&&(r=new this.calendars[t](e),this._localCals[t+\"-\"+e]=r),!r)throw(this.local.invalidCalendar||this.regionalOptions[\"\"].invalidCalendar).replace(/\\{0\\}/,t);return r},newDate:function(t,e,r,n,i){return(n=(null!=t&&t.year?t.calendar():\"string\"==typeof n?this.instance(n,i):n)||this.instance()).newDate(t,e,r)},substituteDigits:function(t){return function(e){return(e+\"\").replace(/[0-9]/g,(function(e){return t[e]}))}},substituteChineseDigits:function(t,e){return function(r){for(var n=\"\",i=0;r>0;){var a=r%10;n=(0===a?\"\":t[a]+e[i])+n,i++,r=Math.floor(r/10)}return 0===n.indexOf(t[1]+e[1])&&(n=n.substr(1)),n||t[0]}}}),n(a.prototype,{newDate:function(t,e,r){return this._calendar.newDate(null==t?this:t,e,r)},year:function(t){return 0===arguments.length?this._year:this.set(t,\"y\")},month:function(t){return 0===arguments.length?this._month:this.set(t,\"m\")},day:function(t){return 0===arguments.length?this._day:this.set(t,\"d\")},date:function(t,e,r){if(!this._calendar.isValid(t,e,r))throw(u.local.invalidDate||u.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name);return this._year=t,this._month=e,this._day=r,this},leapYear:function(){return this._calendar.leapYear(this)},epoch:function(){return this._calendar.epoch(this)},formatYear:function(){return this._calendar.formatYear(this)},monthOfYear:function(){return this._calendar.monthOfYear(this)},weekOfYear:function(){return this._calendar.weekOfYear(this)},daysInYear:function(){return this._calendar.daysInYear(this)},dayOfYear:function(){return this._calendar.dayOfYear(this)},daysInMonth:function(){return this._calendar.daysInMonth(this)},dayOfWeek:function(){return this._calendar.dayOfWeek(this)},weekDay:function(){return this._calendar.weekDay(this)},extraInfo:function(){return this._calendar.extraInfo(this)},add:function(t,e){return this._calendar.add(this,t,e)},set:function(t,e){return this._calendar.set(this,t,e)},compareTo:function(t){if(this._calendar.name!==t._calendar.name)throw(u.local.differentCalendars||u.regionalOptions[\"\"].differentCalendars).replace(/\\{0\\}/,this._calendar.local.name).replace(/\\{1\\}/,t._calendar.local.name);var e=this._year!==t._year?this._year-t._year:this._month!==t._month?this.monthOfYear()-t.monthOfYear():this._day-t._day;return 0===e?0:e<0?-1:1},calendar:function(){return this._calendar},toJD:function(){return this._calendar.toJD(this)},fromJD:function(t){return this._calendar.fromJD(t)},toJSDate:function(){return this._calendar.toJSDate(this)},fromJSDate:function(t){return this._calendar.fromJSDate(t)},toString:function(){return(this.year()<0?\"-\":\"\")+o(Math.abs(this.year()),4)+\"-\"+o(this.month(),2)+\"-\"+o(this.day(),2)}}),n(s.prototype,{_validateLevel:0,newDate:function(t,e,r){return null==t?this.today():(t.year&&(this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate),r=t.day(),e=t.month(),t=t.year()),new a(this,t,e,r))},today:function(){return this.fromJSDate(new Date)},epoch:function(t){return this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear).year()<0?this.local.epochs[0]:this.local.epochs[1]},formatYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear);return(e.year()<0?\"-\":\"\")+o(Math.abs(e.year()),4)},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear),12},monthOfYear:function(t,e){var r=this._validate(t,e,this.minDay,u.local.invalidMonth||u.regionalOptions[\"\"].invalidMonth);return(r.month()+this.monthsInYear(r)-this.firstMonth)%this.monthsInYear(r)+this.minMonth},fromMonthOfYear:function(t,e){var r=(e+this.firstMonth-2*this.minMonth)%this.monthsInYear(t)+this.minMonth;return this._validate(t,r,this.minDay,u.local.invalidMonth||u.regionalOptions[\"\"].invalidMonth),r},daysInYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear);return this.leapYear(e)?366:365},dayOfYear:function(t,e,r){var n=this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate);return n.toJD()-this.newDate(n.year(),this.fromMonthOfYear(n.year(),this.minMonth),this.minDay).toJD()+1},daysInWeek:function(){return 7},dayOfWeek:function(t,e,r){var n=this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate);return(Math.floor(this.toJD(n))+2)%this.daysInWeek()},extraInfo:function(t,e,r){return this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate),{}},add:function(t,e,r){return this._validate(t,this.minMonth,this.minDay,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate),this._correctAdd(t,this._add(t,e,r),e,r)},_add:function(t,e,r){if(this._validateLevel++,\"d\"===r||\"w\"===r){var n=t.toJD()+e*(\"w\"===r?this.daysInWeek():1),i=t.calendar().fromJD(n);return this._validateLevel--,[i.year(),i.month(),i.day()]}try{var a=t.year()+(\"y\"===r?e:0),o=t.monthOfYear()+(\"m\"===r?e:0);i=t.day(),\"y\"===r?(t.month()!==this.fromMonthOfYear(a,o)&&(o=this.newDate(a,t.month(),this.minDay).monthOfYear()),o=Math.min(o,this.monthsInYear(a)),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o)))):\"m\"===r&&(function(t){for(;o<t.minMonth;)a--,o+=t.monthsInYear(a);for(var e=t.monthsInYear(a);o>e-1+t.minMonth;)a++,o-=e,e=t.monthsInYear(a)}(this),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o))));var s=[a,this.fromMonthOfYear(a,o),i];return this._validateLevel--,s}catch(t){throw 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n=this.newDate(t,e,r);return n.add(4-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,u.local.invalidMonth||u.regionalOptions[\"\"].invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var n=this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate);t=n.year(),e=n.month(),r=n.day(),t<0&&t++,e<3&&(e+=12,t--);var i=Math.floor(t/100),a=2-i+Math.floor(i/4);return Math.floor(365.25*(t+4716))+Math.floor(30.6001*(e+1))+r+a-1524.5},fromJD:function(t){var e=Math.floor(t+.5),r=Math.floor((e-1867216.25)/36524.25),n=1524+(r=e+1+r-Math.floor(r/4)),i=Math.floor((n-122.1)/365.25),a=Math.floor(365.25*i),o=Math.floor((n-a)/30.6001),s=n-a-Math.floor(30.6001*o),l=o-(o>13.5?13:1),u=i-(l>2.5?4716:4715);return u<=0&&u--,this.newDate(u,l,s)},toJSDate:function(t,e,r){var n=this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate),i=new Date(n.year(),n.month()-1,n.day());return i.setHours(0),i.setMinutes(0),i.setSeconds(0),i.setMilliseconds(0),i.setHours(i.getHours()>12?i.getHours()+2:0),i},fromJSDate:function(t){return this.newDate(t.getFullYear(),t.getMonth()+1,t.getDate())}});var u=t.exports=new i;u.cdate=a,u.baseCalendar=s,u.calendars.gregorian=l},94338:function(t,e,r){var n=r(56131),i=r(63489);n(i.regionalOptions[\"\"],{invalidArguments:\"Invalid arguments\",invalidFormat:\"Cannot format a date from another calendar\",missingNumberAt:\"Missing number at position {0}\",unknownNameAt:\"Unknown name at position {0}\",unexpectedLiteralAt:\"Unexpected literal at position {0}\",unexpectedText:\"Additional text found at end\"}),i.local=i.regionalOptions[\"\"],n(i.cdate.prototype,{formatDate:function(t,e){return\"string\"!=typeof 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-       "        });\n",
-       "        require(['plotly'], function(Plotly) {\n",
-       "            window._Plotly = Plotly;\n",
-       "        });\n",
-       "        }\n",
-       "        </script>\n",
-       "        "
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "import edvart\n",
-    "from edvart import Verbosity\n",
-    "\n",
-    "import plotly.offline as py\n",
-    "py.init_notebook_mode()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "557e0a6a",
-   "metadata": {},
-   "source": [
-    "## Basic report"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "cfc8ce5f",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "dataset = edvart.example_datasets.dataset_titanic()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "id": "53cfd75e",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>PassengerId</th>\n",
-       "      <th>Survived</th>\n",
-       "      <th>Pclass</th>\n",
-       "      <th>Name</th>\n",
-       "      <th>Sex</th>\n",
-       "      <th>Age</th>\n",
-       "      <th>SibSp</th>\n",
-       "      <th>Parch</th>\n",
-       "      <th>Ticket</th>\n",
-       "      <th>Fare</th>\n",
-       "      <th>Cabin</th>\n",
-       "      <th>Embarked</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>3</td>\n",
-       "      <td>Braund, Mr. Owen Harris</td>\n",
-       "      <td>male</td>\n",
-       "      <td>22.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>A/5 21171</td>\n",
-       "      <td>7.2500</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>S</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>2</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>Cumings, Mrs. John Bradley (Florence Briggs Th...</td>\n",
-       "      <td>female</td>\n",
-       "      <td>38.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>PC 17599</td>\n",
-       "      <td>71.2833</td>\n",
-       "      <td>C85</td>\n",
-       "      <td>C</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>3</td>\n",
-       "      <td>1</td>\n",
-       "      <td>3</td>\n",
-       "      <td>Heikkinen, Miss. Laina</td>\n",
-       "      <td>female</td>\n",
-       "      <td>26.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>STON/O2. 3101282</td>\n",
-       "      <td>7.9250</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>S</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>4</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>Futrelle, Mrs. Jacques Heath (Lily May Peel)</td>\n",
-       "      <td>female</td>\n",
-       "      <td>35.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>113803</td>\n",
-       "      <td>53.1000</td>\n",
-       "      <td>C123</td>\n",
-       "      <td>S</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>5</td>\n",
-       "      <td>0</td>\n",
-       "      <td>3</td>\n",
-       "      <td>Allen, Mr. William Henry</td>\n",
-       "      <td>male</td>\n",
-       "      <td>35.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>373450</td>\n",
-       "      <td>8.0500</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>S</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "   PassengerId  Survived  Pclass  \\\n",
-       "0            1         0       3   \n",
-       "1            2         1       1   \n",
-       "2            3         1       3   \n",
-       "3            4         1       1   \n",
-       "4            5         0       3   \n",
-       "\n",
-       "                                                Name     Sex   Age  SibSp  \\\n",
-       "0                            Braund, Mr. Owen Harris    male  22.0      1   \n",
-       "1  Cumings, Mrs. John Bradley (Florence Briggs Th...  female  38.0      1   \n",
-       "2                             Heikkinen, Miss. Laina  female  26.0      0   \n",
-       "3       Futrelle, Mrs. Jacques Heath (Lily May Peel)  female  35.0      1   \n",
-       "4                           Allen, Mr. William Henry    male  35.0      0   \n",
-       "\n",
-       "   Parch            Ticket     Fare Cabin Embarked  \n",
-       "0      0         A/5 21171   7.2500   NaN        S  \n",
-       "1      0          PC 17599  71.2833   C85        C  \n",
-       "2      0  STON/O2. 3101282   7.9250   NaN        S  \n",
-       "3      0            113803  53.1000  C123        S  \n",
-       "4      0            373450   8.0500   NaN        S  "
-      ]
-     },
-     "execution_count": 3,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "dataset.head()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "id": "1e835fbe",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "report = edvart.DefaultReport(\n",
-    "    dataset,\n",
-    "    verbosity=Verbosity.LOW,\n",
-    "    columns_overview=['Name', 'Survived'],\n",
-    "    columns_univariate_analysis=['Name', 'Age', 'Pclass'],\n",
-    "    groupby='Survived',\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "id": "ebce229b",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "report.export_notebook('test-export.ipynb')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "id": "20b517f0",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "INFO:edvart.report.DefaultReport:Exporting report to HTML requires generating and executing a notebook, which may take some time.\n",
-      "/home/michal/.cache/pypoetry/virtualenvs/edvart-SwqqvSBN-py3.11/share/jupyter/nbconvert/templates/base/display_priority.j2:32: UserWarning:\n",
-      "\n",
-      "Your element with mimetype(s) dict_keys(['application/vnd.plotly.v1+json']) is not able to be represented.\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "report.export_html(\n",
-    "    html_filepath='test-export.html',\n",
-    "    dataset_name='Titanic',\n",
-    "    dataset_description='Dataset that contains data for 891 of the real Titanic passengers.'\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "id": "249ccd4a",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/markdown": [
-       "# Table of Contents<a id='84c6907a-6419-4e0c-ab0f-837a3e607d4a'>\n",
-       "---"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       " * [Overview](#8c9bb75d-695d-42f8-900e-1ccacf7ec2dc)\n",
-       "\n",
-       "\t * [Quick Info](#28b9ccdb-1d76-4fae-905e-9c11f8276605)\n",
-       "\n",
-       "\t * [Data Types](#bedcc5c8-cd61-498e-8c80-cba5ec94b344)\n",
-       "\n",
-       "\t * [Data Preview](#e9ca2187-04c0-45c4-9571-7e54f194bfe0)\n",
-       "\n",
-       "\t * [Missing Values](#f534d6c3-8d8c-40aa-bb7d-254a2d9d6d00)\n",
-       "\n",
-       "\t * [Rows With Missing Value](#8efc3338-ec69-4c6b-8a86-f850baa293f0)\n",
-       "\n",
-       "\t * [Constant Occurence](#616b2f79-3134-448f-ac94-bfd47faa3320)\n",
-       "\n",
-       "\t * [Duplicate Rows](#513a31a1-e784-46e6-ab4f-17ce77be9cde)\n",
-       "\n",
-       " * [Univariate Analysis](#8f2852cc-11a1-40bf-8045-f202bef191c0)\n",
-       "\n",
-       " * [Bivariate analysis](#1682a0bf-6c60-46fa-bef7-f68c8bb5fcfe)\n",
-       "\n",
-       "\t * [Correlation Plot](#c626cdcc-9e24-47f7-ba15-47b2aac49065)\n",
-       "\n",
-       "\t * [Pairplot](#36578ec4-95e2-4538-8ac8-489a0f0b1047)\n",
-       "\n",
-       "\t * [Contingency table](#fdcb0188-dbc5-49cc-beaa-7593cd0761c8)\n",
-       "\n",
-       " * [Multivariate analysis](#7ba9343e-0af4-40c1-86ef-14794ac13dee)\n",
-       "\n",
-       "\t * [Principal Component Analysis](#e487008d-d320-41b5-bd3e-5fa138909cdc)\n",
-       "\n",
-       "\t * [UMAP](#8799a6e2-3297-40ab-842b-c313791a97f5)\n",
-       "\n",
-       "\t * [Parallel coordinates](#c16a0503-225c-4445-8c82-0b6711dc3baa)\n",
-       "\n",
-       "\t * [Parallel categories](#6a949742-ed0b-4ec7-b693-2f4159d230f1)\n",
-       "\n",
-       " * [Group Analysis](#106b132a-9882-41d0-b32a-0f1e8b3d5dd2)\n"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "# Overview<a id='8c9bb75d-695d-42f8-900e-1ccacf7ec2dc'>\n",
-       "---"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Quick Info<a id='28b9ccdb-1d76-4fae-905e-9c11f8276605'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>Rows</th>\n",
-       "      <td>891</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Columns</th>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Missing cells</th>\n",
-       "      <td>0 (0.00 %)</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Zeros</th>\n",
-       "      <td>549 (30.81 %)</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Duplicate rows</th>\n",
-       "      <td>0 (0.00 %)</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "                             \n",
-       "Rows                      891\n",
-       "Columns                     2\n",
-       "Missing cells      0 (0.00 %)\n",
-       "Zeros           549 (30.81 %)\n",
-       "Duplicate rows     0 (0.00 %)"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Data Types<a id='bedcc5c8-cd61-498e-8c80-cba5ec94b344'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
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-    {
-     "data": {
-      "text/html": [
-       "<style type=\"text/css\">\n",
-       "</style>\n",
-       "<table id=\"T_6cd71\">\n",
-       "  <thead>\n",
-       "    <tr>\n",
-       "      <th id=\"T_6cd71_level0_col0\" class=\"col_heading level0 col0\" >Column Name</th>\n",
-       "      <th id=\"T_6cd71_level0_col1\" class=\"col_heading level0 col1\" >edvart Data Type</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <td id=\"T_6cd71_row0_col0\" class=\"data row0 col0\" >Name</td>\n",
-       "      <td id=\"T_6cd71_row0_col1\" class=\"data row0 col1\" >unique</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td id=\"T_6cd71_row1_col0\" class=\"data row1 col0\" >Survived</td>\n",
-       "      <td id=\"T_6cd71_row1_col1\" class=\"data row1 col1\" >boolean</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n"
-      ],
-      "text/plain": [
-       "<pandas.io.formats.style.Styler at 0x7fb8ed9b2590>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Data Preview<a id='e9ca2187-04c0-45c4-9571-7e54f194bfe0'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "### First rows"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
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-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Name</th>\n",
-       "      <th>Survived</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>Braund, Mr. Owen Harris</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>Cumings, Mrs. John Bradley (Florence Briggs Th...</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>Heikkinen, Miss. Laina</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>Futrelle, Mrs. Jacques Heath (Lily May Peel)</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>Allen, Mr. William Henry</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "                                                Name  Survived\n",
-       "0                            Braund, Mr. Owen Harris         0\n",
-       "1  Cumings, Mrs. John Bradley (Florence Briggs Th...         1\n",
-       "2                             Heikkinen, Miss. Laina         1\n",
-       "3       Futrelle, Mrs. Jacques Heath (Lily May Peel)         1\n",
-       "4                           Allen, Mr. William Henry         0"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "### Last rows"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Name</th>\n",
-       "      <th>Survived</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>886</th>\n",
-       "      <td>Montvila, Rev. Juozas</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>887</th>\n",
-       "      <td>Graham, Miss. Margaret Edith</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>888</th>\n",
-       "      <td>Johnston, Miss. Catherine Helen \"Carrie\"</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>889</th>\n",
-       "      <td>Behr, Mr. Karl Howell</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>890</th>\n",
-       "      <td>Dooley, Mr. Patrick</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "                                         Name  Survived\n",
-       "886                     Montvila, Rev. Juozas         0\n",
-       "887              Graham, Miss. Margaret Edith         1\n",
-       "888  Johnston, Miss. Catherine Helen \"Carrie\"         0\n",
-       "889                     Behr, Mr. Karl Howell         1\n",
-       "890                       Dooley, Mr. Patrick         0"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "### Sample"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
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-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Name</th>\n",
-       "      <th>Survived</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>182</th>\n",
-       "      <td>Asplund, Master. Clarence Gustaf Hugo</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>256</th>\n",
-       "      <td>Thorne, Mrs. Gertrude Maybelle</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>434</th>\n",
-       "      <td>Silvey, Mr. William Baird</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>792</th>\n",
-       "      <td>Sage, Miss. Stella Anna</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>Moran, Mr. James</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "                                      Name  Survived\n",
-       "182  Asplund, Master. Clarence Gustaf Hugo         0\n",
-       "256         Thorne, Mrs. Gertrude Maybelle         1\n",
-       "434              Silvey, Mr. William Baird         0\n",
-       "792                Sage, Miss. Stella Anna         0\n",
-       "5                         Moran, Mr. James         0"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Missing Values<a id='f534d6c3-8d8c-40aa-bb7d-254a2d9d6d00'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "There are no missing values\n"
-     ]
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Rows With Missing Value<a id='8efc3338-ec69-4c6b-8a86-f850baa293f0'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "There are no missing values\n"
-     ]
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Constant Occurence<a id='616b2f79-3134-448f-ac94-bfd47faa3320'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "<style type=\"text/css\">\n",
-       "#T_ae1e1_row0_col2 {\n",
-       "  width: 10em;\n",
-       "  background: linear-gradient(90deg, #FFA07A 61.6%, transparent 61.6%);\n",
-       "}\n",
-       "#T_ae1e1_row1_col2 {\n",
-       "  width: 10em;\n",
-       "}\n",
-       "</style>\n",
-       "<table id=\"T_ae1e1\">\n",
-       "  <thead>\n",
-       "    <tr>\n",
-       "      <th id=\"T_ae1e1_level0_col0\" class=\"col_heading level0 col0\" >Column Name</th>\n",
-       "      <th id=\"T_ae1e1_level0_col1\" class=\"col_heading level0 col1\" >\"0\" Count</th>\n",
-       "      <th id=\"T_ae1e1_level0_col2\" class=\"col_heading level0 col2\" >\"0\" %</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <td id=\"T_ae1e1_row0_col0\" class=\"data row0 col0\" >Survived</td>\n",
-       "      <td id=\"T_ae1e1_row0_col1\" class=\"data row0 col1\" >549</td>\n",
-       "      <td id=\"T_ae1e1_row0_col2\" class=\"data row0 col2\" >61.616</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td id=\"T_ae1e1_row1_col0\" class=\"data row1 col0\" >Name</td>\n",
-       "      <td id=\"T_ae1e1_row1_col1\" class=\"data row1 col1\" >0</td>\n",
-       "      <td id=\"T_ae1e1_row1_col2\" class=\"data row1 col2\" >0.000</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n"
-      ],
-      "text/plain": [
-       "<pandas.io.formats.style.Styler at 0x7fb8b03d6850>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Duplicate Rows<a id='513a31a1-e784-46e6-ab4f-17ce77be9cde'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "There are no duplicated rows\n"
-     ]
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "# Univariate Analysis<a id='8f2852cc-11a1-40bf-8045-f202bef191c0'>\n",
-       "---"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## *Name - unique*"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "Each value in the column is unique."
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "---"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## *Age - numeric*"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "<table width=\"100%\"><tr><td style=\n",
-       "        \"\n",
-       "        text-align: left;\n",
-       "        vertical-align: text-top;\n",
-       "        align-content: center;\n",
-       "        \"\n",
-       "    > <h3> Descriptive Statistics </h3><table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>Number of unique values</th>\n",
-       "      <td>88</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Sum</th>\n",
-       "      <td>21 205.17</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Mean</th>\n",
-       "      <td>29.70</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Mode</th>\n",
-       "      <td>24.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Standard deviation</th>\n",
-       "      <td>14.53</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Mean absolute deviation</th>\n",
-       "      <td>11.32</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Median absolute deviation</th>\n",
-       "      <td>8.95</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Coefficient of variation</th>\n",
-       "      <td>0.49</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Kurtosis</th>\n",
-       "      <td>0.18</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Skewness</th>\n",
-       "      <td>0.39</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table> </td><td style=\n",
-       "        \"\n",
-       "        text-align: left;\n",
-       "        vertical-align: text-top;\n",
-       "        align-content: center;\n",
-       "        \"\n",
-       "    > <h3> Quantile Statistics </h3><table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>Minimum</th>\n",
-       "      <td>0.42</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Maximum</th>\n",
-       "      <td>80.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Q1</th>\n",
-       "      <td>20.12</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Median</th>\n",
-       "      <td>28.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Q3</th>\n",
-       "      <td>38.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Range</th>\n",
-       "      <td>79.58</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>IQR</th>\n",
-       "      <td>17.88</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table> </td></tr></table>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.HTML object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
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-      "text/plain": [
-       "<Figure size 2000x700 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "---"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## *Pclass - categorical*"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "<h3> Most frequent values </h3><table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>491 (55.11 %)</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>216 (24.24 %)</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>184 (20.65 %)</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Other values count</th>\n",
-       "      <td>0 (0.00 %)</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Null</th>\n",
-       "      <td>0 (0.00 %)</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.HTML object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
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-      "text/plain": [
-       "<Figure size 2000x700 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "---"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "# Bivariate analysis<a id='1682a0bf-6c60-46fa-bef7-f68c8bb5fcfe'>\n",
-       "---"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Correlation Plot<a id='c626cdcc-9e24-47f7-ba15-47b2aac49065'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "### Pearson Correlation"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 590x590 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "### Spearman Correlation"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
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",
-      "text/plain": [
-       "<Figure size 590x590 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "### Kendall Correlation"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 590x590 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Pairplot<a id='36578ec4-95e2-4538-8ac8-489a0f0b1047'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/home/michal/.cache/pypoetry/virtualenvs/edvart-SwqqvSBN-py3.11/lib/python3.11/site-packages/seaborn/axisgrid.py:118: UserWarning:\n",
-      "\n",
-      "The figure layout has changed to tight\n",
-      "\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 822.111x750 with 12 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Contingency table<a id='fdcb0188-dbc5-49cc-beaa-7593cd0761c8'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 280x210 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 210x210 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 560x210 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 560x210 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 280x210 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 210x280 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 210x280 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 560x280 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 560x280 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 280x280 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 210x210 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 280x210 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 560x210 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 560x210 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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wIYmJiXz55Zdl1rt06ZJm7arJkyc/qvAeWnmtsJiYGEDdVfA4dG8EBwcD6jHT+hL9ypUrgXurxpYyNjYu88O+tPumdNnv++3bt4+kpKSHCblsVR5PIPzn3D+l9YMPPtCZ0lpSUiL9/fffUr169Z7IKa2ff/65VFhYqFV+4MABycPDQwKkKVOm1FCUVTN9+nTp3XfflWJiYnTKrl+/LrVq1UoCpKFDhz7y2MoabtWnTx8JkEaPHq01vfjgwYOShYWF3uFWnp6ekpGRkZSRkaFznjVr1kiAFBQUpPX7ev36dc2sO/SsJ4aY0io8ShEREZKLi4sESObm5lLXrl2l559/XurTp49mu6mpqbRz586aDrXCduzYIdnZ2UmA5OjoKPXv31969tlnJX9/fwmQFAqFNHHixBof+1lZkyZN0iSO+vXrSwMHDpSGDx8uBQcHS8bGxhIg+fr6StevX3/ksZWVWK9fvy55e3trEtvw4cOlrl27SoaGhhIgzZkzR+dYb7zxhgRI3t7e0ogRI6QXX3xR+uqrryRJkqSCggKpSZMmEiDVqlVLGjJkiNSnTx/J3NxcateundSuXTuRWIXHQ3Z2tvTNN99IISEhkpOTk2RkZCTZ2tpKrVu3lmbOnFnm6qSPs9TUVGnGjBlS8+bNJWtra63VXhcuXFjT4VVJSkqK9Ouvv0ojR46UmjVrJjk4OEhGRkaSvb291L59e+mrr77Suet4VB70roDU1FTpnXfekerWrSuZmJhItra2Uo8ePaRt27bpPVZOTo70+uuvSx4eHpKRkZHOirXp6enSa6+9Jnl5eUlKpVLy8fGR3n//fSk3N7fMFXAfNrGK1wYKQhk+//xzPvzwQ1xcXDh06NATPxpAeHREYhWEB3jzzTdZuHAh9erV48CBA0/VzDOh+ojEKggPIEkSCxYsICMjg+bNmzNgwICaDkl4AojEKgiCIDMxjlUQBEFmIrEKgiDITCRWQRAEmYnEKlRZQUEBs2bNoqCgoKZDkZW4rifL43hd4uGVUGW3b9/GxsaGrKwsrK2tazoc2YjrerI8jtclWqyCIAgyE4lVEARBZiKxCoIgyOzpeGOvUCOUSiUzZ85EqVTWdCiyEtf1cFQqFbNnzwZg6tSpWosCVofH8eclHl49pWKT82o6BFnVdVa/9T3/6Vi8QMP0btNmQcSVmg1ERlJxIZnhqwGI9uqDZPD0tN9+GxVQoXqiK0AQBEFmIrEKgiDITCRWQRAEmYnEKgiCIDORWAVBEGQmEqsgCILMRGIVBEGQmUisgiAIMhOJVRAEQWYisQqCIMhMJFZBEASZicQqCIIgM5FYBUEQZCYSqyAIgsxEYhUEQZCZSKyCIAgye6zfQLtgwQJ+/PFHYmJiUKlUhISEEB4eXtNhVUmnTp3Yu3cvV65cwcvLq6bDeaCok8f44M2Xy603ctxrPP/CqwAcjgjnwN6dxFy+SEZaKrk5OVhaWVGvYWP6DHyW1u07VnfY5fpl+TJOnjxBzOXLpKenUVBQgKOjEy1atmTsCy9Sr34DvfsVFhbyx+rf+GdzGPFX4igpkXBydqZ5YCAT33gLFxeXao+9sCCfhHORxJ8+zM3oc2SnJaMwMMDG2ZW6LYLx7zEYE1MzvfteiNjO2fAw0m9cw9DQCJe6jQjq+xy1fRvr1E1NiOP8vi0kx0eTnZZMfm42RsbG2NWuQ/02nWkS0gdDI3nTRq9GTjRwtsDD1gxrUyOMDRVk5RVxISmHzeeTScjM16pvb25MoLs1dR0tqOtoTm1rJQYKBZ9tj+FCUo7ec9S2VtLCwwZ/Vys8bM0wMzEkp6CI6JRctlxI4VJyrqzX9Ngm1nXr1jFp0iTs7Ozo378/FhYWNGzYsKbD+k+ws3ekW2g/vWXFJSXs2b4ZgCb+gZrtu7aGcXDfLup416VBo6aYmVuQdOsGxw8f4PjhAzwzchxjX33zkcRflp+X/EBeXh716jfAt359AGJjognb+Ddb//mHufMXEtKps9Y+WZmZjH9lHOfPncPJyYnWbdsBkHDtKn+vX8fAQUMeSWKNPrKHPSvmA2BXuw5eAW0ozL/DzZgLHP37V6KPhjNwyteYW9tq7bd/9Q9E7dyAkYkSj8aBFBepuH4+koRzJwh97UN8Attp1b9x+Sxndm/CysEZe9c6mFnZkJedxc2Y8yTFXST2RAT93/4CQyNj2a5tQFMXlEYGXMvMIyFTvfKFm40pHera09bLlnl74zmZeFtTv1UdW0a1dKvUOaZ1q4u9hQl5hcXEpN4ht6AINxtTWtaxpYWHDb8dv8HWiymyXdNjm1g3bNgAwF9//UWXLl1qNpj/GA9Pb96e/qnesmOHI9izfTNOzrXwax6k2T589Eu88d6HWNvYatW/eO4M0ye/yprflhHSrRfedetVZ+gPNG/h9zRu0lRnbaQ/Vv/GF599wsczPmT77r0Y3W2RSZLEO5Pf5Py5c4yf8Dovv/qapgzgekICFpYWjyR2A0MjGof0wr/bIOxd62i252amETZ/BqnXYon4/Qd6vPKBpizhfCRROzdgamnNkGnfYuuiTka3Ys6z/uv32b1sLm4N/VCaW2r28fRriaffMmycamud/05WBn/PmcqNS2c4t3cLfl37y3Ztc8OvcCXtDoUl2qtEdavvwAutPXiprQdvrD1HaXFyTgFbLiQTl3qH2LQ7jG3ljp+r9QPPceN2AX+cvMmRq5la5+lSz4EX23jwfAtXzty8TWJWgSzX9Nj2sV6/fh0AHx+fGo5EuF9pa7VT994oFArN9rr1G+okVYCGTZrRoUtPJEki6uSxRxWmXs0DW+hdcO7Z50bg4VGHtLRU4mJjNNu3b9vCsaNH6NEzlNcmvqGVVAHcPTyws7Ov9rgBGrbvTufRk7SSKoCFrQMhIyYCEHfiAMVFhZqyU9vXAxDU9zlNUgWo5duYpiG9KbiTw/n927SOZ+NUWyepApjb2BHYaxgAiRdPyXJNpS6n5OokVYCdl9O4dbsAWzNj3GxMNdsjr99m5fEbHIzPJClbRUVW7Zu9M5aIKxk659kdnUbUjdsYGiho7Wn7sJei8dgl1lmzZqFQKNizZw8A3t7eKBQKFAqFpn+1qKiIxYsX07ZtW6ytrTEzMyMgIIB58+ZRVKS72pyXl5cmCXz33Xc0bdoUMzMzvL29+eqrryhdTzEyMpJ+/fphb2+PpaUlAwYM4OrVqzrHu3nzJl999RUhISG4ublhYmJCrVq1GDx4MMeOVT55pKenM3XqVBo3boyZmRk2NjZ06dKFsLCwSh+rOuXn5XE4IhyArj37VHi/0oRkJOPto9yMjNUxGhvfi3HdX2sAeG7EqBqJqaIcPNSNj+KiQvJz1LfMRaoCEi+cAqBui2CdfeoGdQAg/vThCp/HwNDo7n8f3c+x+O7fZpGexCuXaxnq7gdbM/mu67HrCggICGDMmDFs3bqVpKQkhgwZgqWl+lalVq1a5OXl0adPH/bs2YO9vT1t2rTB1NSUI0eOMHnyZPbs2cP69esxMND9zJg8eTI//vgjnTt3xtvbm7179/L++++Tm5tLjx496NGjBw0bNqR79+5ERkayceNGzp07x5kzZzAzu/dg4O+//+b999+nQYMG+Pn5YW1tTXR0NOvXrycsLIywsDB69OhRoeu9fPky3bp1IyEhAS8vL3r27El2djaHDx+mX79+fP3117z77rvyfHMf0oG9u8jPy6NuvYbU8a5boX2uxEazb/c2jIyMCGzZppojrJpNGzcQf+UKdTy9qOPpBagfWJ2MPIGRkRFNm/lx+dJFtm/bSnp6Os7OznTu0o0Gj0mf/+2UW4A68ZlaWAGQces6xUWFmFnZYGnvpLOPk6cvAGkJFVsdNj83m1Pb1wLg5ddSjrDLFextR21rJTdv53MrW55bdH2cLdV3MVl58i0B/Ngl1oEDBzJw4EA6depEUlIS33zzjdZT9IkTJ7Jnzx6effZZfvzxR2xsbADIzs5m+PDhbNy4kZ9++onx48frHPvPP//kzJkz1K2rTgoXL14kICCAb775hl9++YU5c+Zo9lOpVPTq1Yvdu3fz+++/88ILL2iO0759e86ePUuTJk20jr9t2zb69+/PhAkTiI6O1rpV1qe4uJihQ4eSkJDAV199xTvvvKP5QIiJiaFHjx588MEHhIaG0rRp08p/M2VW2g3Q5QGt1SMH9nIgfCdFxUWkJN3iwtnTGBoZ8eaUGdR283hUoT7Q8qX/R2xMDHl5d4iLiyM2JhonZ2f+9/UcDA0NAUi8nkBBQQEODo78umI5ixZ8S0lJieYYP3y/iBEjR/PeB9Nq6jI0onZuAKBO0xYYGpsAkJOeDICFnaPefYyVpijNLSm4k4Mq7w4mZuZa5ZlJiZwIW40kSdy5ncGtmAsUFuTRpFMf6repnmcefRo74W5rhtLIAFcbJR62ZqTfUbFo/9UK3e5XhbOlCQHu6v7ZE9ezZDvuY9cV8CDJycksWbIEDw8Pli1bpkmqAFZWVvz888+YmJiwePFivft/8sknmqQK0LBhQ3r37s2dO3dwd3fXSsYmJiZMmjQJgL1792odp1mzZjpJFaBnz54MGzaM2NhYzp49W+71bNq0iTNnzjBkyBDee+89rVa2r68vc+bMobi4mCVLlpR7rOqWnprCqcijGBgaEtKtV5n14mIus3PrJsJ3bOFc1EmMjU14bdL7dOnZ9xFG+2AHD0Sw8e/17Ni+jdiYaFxd3fjf13Np3OTeh9ft2+pb6qysTBbMm8OwZ4azeetO9h44zKxPP0dpasrKX1fw+6rfauoyAIiPOsr5iG0YGBrRetAYzfbCfPUQJWMT3T7lUkZK07t183TK7tzO4OLBnVw6tIuEc5EUFuTh13UA7YaOQ6HnblAOfq7WdKxrT2tPWzxszUjJUfHd/qvEp+vGJwcDBbzarg4mhgYcis+Q9TyPXYv1QcLDwyksLCQ0NFTr1rxUrVq1qFevHmfOnCEvL0+njr7b89KHYw8qu3nzpk5ZQUEBW7du5ejRo6SkpKBSqQA4c+YMANHR0TRr1uyB17N9+3YABg8erLe8Qwd1P9jRo0fLPEZBQQEFBdq3Sfoe0Dys8J1bKSkupkXr9tg76G8FATw35mWeG/MyqoICbiQmsHnDnyz4+lMOH9jL9M/maPVh1pSffl4OqJNnTPRlflz8HePGjOT1N9/i5VdfA9C0TouKigju0JFpH83U7D9o8FBUBQV88dkn/Px/PzL8+RGP/BoAMm4msHPJVyBJtBv2Eo4e8j3oda3XlIk/b6WkpJictBTiIg9wbNNvXD17nP5vf461Yy3ZzlVq9s5YAMyNDfGwM2WQXy0+6lmPP0/e5O+zSbKfb3RLdxq6WJKUXcCyI9dlPfYT1WKNj48HYMmSJZoHWv/+OnfuHJIkkZ6errO/m5vu2LfS/tsHlf07cZ05c4aGDRsycOBAvvjiC5YsWcKKFStYsWIFUVFRgLproqLXM2LECL3X4uSk7htLTU0t8xizZ8/GxsZG62v27NnlnruyKtINcD8TpRIvH18mvj2N/kOe4+jBfWxau1r2uB6GtbU1gS2CWLT4Jxo3acJ3C+dz9oz652dufu/WeMAg3Q++/gPV25KTkrim5wFndcvJSGXTt9MpuJODf4/B+HcfqFVubHq3Naoqu2+yqOBuq7aMiQUABgaGWDvVIqDnELq88DZZSYnsX6X/jlAudwqLuZScy9e7YolLu8PQgFr4OJQdY1UMaOpC9waOZOYV8r9dseSqimU9/hPVYi1tRQQEBODv7//AuvpabfoeaFWk7H6SJPHMM88QHx/P+PHjGT9+PD4+PlhaWqJQKJg2bRqzZ8/WjDR4kNLrCQ0NfeAgc0fHsluIU6dO5e2339baplQquZ5VUsYelXctPo7Y6IuYmZnTtkPn8nf4ly49+7Bx7WoORYQzePho2eKSi7GxMT1De3P+3Dn2hu+haTM/arve+6B1ddX90DUzM8PewYH0tDTS09Oo4+n5yOLNz8lm49xpZKcl07B9D9o/oztLztLeGYDcDP0fyoUF+RTcyUFpbqnTv1oWn8D2GCvNuHb2OMVFhbJOEtCnWILD8Rn4OJjT3N2GuDR5btW71nPgmea1yVUV89WuOJKyVbIc935PVGJ1d3cHIDg4mIULF9ZIDBcvXuTixYsEBQXp7cuNi4ur8LFKr+ell15iyJAhVYpHqVSWcesvX3/R7m3qYV/tQrpg+oDWTVmsbewAuJ2ZIVtMcrO1U8eYkaG+07GyssLN3Z3E69c1/a33KykpIfvu9vtbt9VNlZ/HpnkfknHjGj6B7ek8dpLeh6R2tdwxNDImLzuLnIxULP/1ECvlqnq8roOHd4XPrVAoUFpYkZOeTEFuDuZ3f67VKbtA3ZK0VsqTqtp42TK2lTv5RcV8szuOqxnV1H9bLUetJp07d8bQ0JCwsDAKCwvL36EaZGSok0NpUvx32Y4dOyp8rO7duwOwfv16eYKrBpIkEb5zC0CVH0CdOXUcgFquut+zx8WJu+OPPTzuDcDv1En99Pv4Md0+7qjTpygsLMTU1BQv70cziaW4UMU/Cz8m+col6jRtQY9XP8DAwFBvXSMTJW6NAgCIPb5fp7x0m5d/xYfAZaXcJCcjBRMzc0ytHjzTSS6NXNTdcUk5Dz/cyt/Vitfa1aFYkpgXHs/lFHnfD3C/Jyqxurm5MW7cOOLj43nuuedIStLt0I6JiWHt2rXVFoOvry8GBgbs3r2b6Ohozfb8/HzGjx+vt2+3LEOGDKFx48b89ttvfPrppzp9uZIkceDAAQ4cOCBb/JV19nQkybdu4uDkjH9gK711sjLS2bpxLfl6ni5HHjvE0sXzAOjee0B1hvpAJyNPcGD/Pq0hU6Aer7rqt18J2/Q3pqam9AztrSkbMXoMxsbG/L5qJVGnT2m2Z2Sk89WXXwAwYOBgTExMqj3+kpJitv/0JYkXT1G7XlNCJ3xU7q14QI9BABwPW01mUqJm+62Y85zb+w9Kc0sad+iptU/Urr/JzdL9Hc64lcCOn/4HkkSDtt3KTOiVVd/JAj9XK/7d5jZUQI8GjgR721FQVMLh+MyHPs+kEG9QKFi4/ypnbpb/DORhPFFdAQDz588nPj6etWvXsnXrVgICAqhTpw65ubmcP3+emJgYBgwYUOVb6/I4Ozvz4osvsmTJEvz9/enSpQtmZmbs37+f4uJixo4dy/Llyyt0LCMjIzZs2EDPnj2ZMWMGixYtws/PD2dnZ1JTUzl16hTJycl8++23tG/fvlqupzyaKazdepXZD52fn8eCrz/lx4Vf49ugMY5OzhTk55OYcJWEq+oB6AOfGUlwp26PLO5/u3b1KjM+nIqdnR2NGjfB1taWjIxMYqIvkZKSglKp5JPPZ1Or9r3pnG5u7kyfMYuPZ3zIC6NH4h8QgKWlJadPnSQzM5NGjZvw1tuPZvLGmV2biIs8CICZlTX7Vi7SW6/dMy9jZqUehujROBC/bgOJ2rmBP2ZNUL+EpbiI6+cjkSSJLi+8rfWeAIBT29YSsfpHHDy8sXF2BUkiOz2ZlPgYJKkE1/rNaDPkBX2nrpJaVkpebV+H2/lFXEm7Q46qCCulER62ZtiZG6MqKuHHg9dIv3PvDtXWzIjJIfe6MGrfne76Qit38grVXQcnE2+z4cy9hte7nb1RGhmQnF1AkIcNQR73hmqWupScQ3hMxRtGD/LEJVYzMzO2bNnCb7/9xooVKzh16hRHjx7FyckJT09PRo0axfDhw6s1hsWLF9OwYUN+/vlndu3ahY2NDd26dePzzz9n2bJllTpWvXr1OHnyJIsWLWLdunUcPnyYoqIiatWqRfPmzenfvz/PPPNMNV3JgxWqVESE7wSgS4+yRwPY2Nkz7rW3OHPyOFfjY4m5eJ4SqQR7B0dCuobSa8AQ/Jo/mtk6ZWnRsiUvvTKe48eOEn35EhkZmRgbG+Pq5ka3HqE8P2KU3gdQgwYPxd3dg6X/9xNnzkRRkJ+Pu7sHz40Yxeix4x5Z/2rBnXstrNIEq0/LASM1iRWgw3PjcfTw4czuTSScj8TQyBj3Rs0J6ve83tcGth48lqtRx0iJv0zCuRMUqVQoLazwaNKceq060aBtV1nHsV5IzmHDmVs0crGkjp0ZVkpDikokUnJVHL2WybaLKToPl4wMDPB10n35jZvtvfcJ3LitffdncbeP1tlKibNV2cMR5UqsCqkij6+FJ05scvV0yteUus7qh2b58s06fCyY3m3aLIio2NTSJ4FUXEhmuHpoXbRXHySDJ679VqbfRgVUqN4T1ccqCILwJBCJVRAEQWYisQqCIMhMJFZBEASZicQqCIIgM5FYBUEQZCYSqyAIgsxEYhUEQZCZSKyCIAgyE4lVEARBZiKxCoIgyEwkVkEQBJmJxCoIgiAzkVgFQRBkJhKrIAiCzERiFQRBkJlIrIIgCDITiVUQBEFmT8+aCYKW0qVMnjamT+lv7JvB3uVXekKoVCpmh6v/f+lzfo9kFdvHjWixCoIgyOwp/fwXTl+r3nXTHzX/OlYA5BQ8XWtfWioVAAR9tqeGI5GPoVRM77v/X/eNvymSnp72282fhlSo3tNzxYIgCI8JkVgFQRBkJhKrIAiCzERiFQRBkJlIrIIgCDITiVUQBEFmIrEKgiDITCRWQRAEmYnEKgiCIDORWAVBEGRW5cRaWFhY4brXrl2r6mkEQRCeOFVOrC1btuTChQvl1vvtt9/w9/ev6mkEQRCeOFVOrFFRUQQFBbFo0SK95bdv32bEiBGMHj2agoKCKgcoCILwpKlyYv31118xNjZm0qRJ9O7dm1u3bmnK9u3bh5+fH6tXr6Zp06YcPXpUlmAFQRCeBFVOrCNGjOD06dO0b9+erVu34u/vz19//cUHH3xA165dSUhIYPLkyRw7doymTZvKGbMgCMJj7aHex+rp6cnevXv54osv+OSTT3j22WcBcHd3Z9myZXTp0kWWIAVBEJ4kD/2ia4VCgb29PUZGRpqRAr6+vjRu3Pihg3vaKBQKPD09iY+Pr+lQynX96hXWrfqZs6eOkZN9Gzt7RwJbBzNs9KtY29hq1Q3ftonvv/m4zGO169Sdt6bPruaIKy8zM4OhA/qQkZGOu0cd/t68XafOrVs32Re+h3Nnozh7Joqr8VeQJIkff15BUMvWNRC1mo2ZEWvGt8bewoSE9DsM+v5Ihfb7boQ/rb3tAeg9/yDJ2drPP0yNDejS0IkmrtY0cbWmvoslJkYG/LTvCj/ti5f7MgBY+05H2jVwKrP8+fkR7DmXpPl3RV42HXExmWFz91f4HAAlJRJu49dVIOLyPVRiTU1N5cUXXyQsLAxLS0vmz5/PmjVr2LNnD35+fvz0008MHDhQlkCFR+fsyWP8b8ZkCvLzcfPwon5jPxLiY9m2cQ3HD+3js/lLcXBy0dnP06c+XnXr62yv1+jx7Ar69pv/kZmZ8cA6u3dsZ87Xj9+HwlvdfLE1N67UPn39atHa254SScJAodBbp469OZ8MqJlGUdiJ6+QWFOlsv5mZp/XvPw7Gl3mMbs1q42Cl5Eh0qtb2PedukZCWq3cfP087GrnZcCQmVW95VVQ5sW7ZsoVx48aRlJRE27ZtWblyJd7e3rz++ut8+eWXzJo1iyFDhjBu3Djmz5+Pubm5bEEL1acgP5/5sz+kID+foSNf5pkxrwIgSRIrlyxg05pf+WHOp0z/Unc0SMv2ITwz+tVHHXKVHD18iLCNGxg89BnW/fVnmfXc3D14fuQYGjdpSpOmzfjf7E85fPDAI4xUV0svO/r512ZdZCKDA90qtI+tuTFvdfPlUGw6ng5muNrqX2wyV1XEhpM3OH8zm3M3bhPs68BrnXzkDL9MH/91hutpd8qt99byE3q3W5sZM6ClBwBrjyRolS3aernM422e2hmAvw7LN96+yg+v+vTpQ2pqKrNmzWL//v14e6tXmVQoFEydOpWDBw9Sv359fv75ZwICAuSKV6hmRyJ2k5WRhquHJ0NHvazZrlAoeG7cRJxquXL6xGHiY8v+RX3c5efn8/mnM/Gp68uoMeMeWDekcxfemTKVXn36UcfTCwX6W3qPitLIgGm96xObksuvhxLK3+Gud3r4YmpswJdbLz2wXmJGPp9tvsS6yBtcupVDUcmTs8ZYvxZumBobcjw2jSvJORXax9vZkkBve/JUxWw6cV22WKqcWOvWrcuBAweYMWMGBga6h2nRogUnT55k/PjxxMbGPlSQcoiPj0ehUNCpUydyc3N5++238fDwwMzMjMDAQDZt2qSpu2bNGlq3bo2FhQUuLi68+eab5OVp346cOnWKKVOm0KJFC5ycnFAqlfj4+DBhwgRu3LhR6fguXLjA2LFj8fDwQKlU4uLiwvDhwzl37txDX3tlxEWrJ300ahao83M1MjKiQRP1ZI/jB/c+0rjk9NMP35F4PYFpH87CyOjJWk/z5Q5euNmZMfufSxVOem197OnVtBbLDlwlMSO/miOsOUPa1AEq1/Ic0lrdwt0RdZPsPN1uiKqq8m/VqVOnsLCweGAdU1NTvv/+e/r161fV08hOpVLRtWtXrly5QseOHUlNTWXfvn0MGjSIrVu3cubMGaZMmUJISAg9e/Zk3759LFy4kLS0NH777TfNcb788kvWrl2Ln58fwcHBgPp7snjxYjZs2MDx48dxdXWtUEwbNmxg+PDhFBQUEBAQQJs2bUhISODPP/9k06ZNbNmyhY4dO1bL9+PfCvLVf3gWllZ6y62sbACIj9NtscZFX+TXn+aTdycHWztHmgYE0di/RfUFWwXRly+x8pdl9B84mOYtgriRKF8rpbr5Olswso0Hm07f5FRCFrVtTMvdx9TYgA961+dKai4rDj7eU8ufb++FnaUJJRLEJWWz9dQNEtPzyt8RcLM3o7WvI6qiEjYer/jPdHBrdTJee0Te702VE2t5SfV+vXr1quppZHfo0CG6dOlCXFyc5hqWL1/OCy+8wGuvvUZaWhqHDh0iKCgIgBs3btC8eXNWrVrFp59+io+Pur/p1VdfZf78+bi43HuIU1JSwmeffcbMmTP58MMPWbp0abnxxMfHM3LkSIyNjQkLC6Nbt26asq1bt9K/f39GjhxJTEwMJiYmcn4r9Cp94p+afFNvefKtRHV50i2dssjD+4k8fO9J7F8rl9DYL5C3PpyNrZ2D/MFWUklJCZ/O+hArKyvenPxuTYdTKQrgoz4Nyc4vYsGuit8Bjg/xxs3WjFd+OfnY39ZP7ttI698zhvoxb/MFvt18sdx9B7eqg4GBgt1RN8nIVVXofC187PF2tiQ9p4DdZ3V/nx/GQ7/davv27QwaNAg3NzeUSiUvvviipmzbtm28/fbbVbo1ri4GBgYsXrxY64Nh9OjRODo6EhMTw8SJEzVJFcDV1ZURI0YA6hllpTp37qyVVEuPPWPGDNzc3Ni4cWOF4pk3bx65ubnMnj1bK6kChIaG8tprr5GQkMDmzZsrfa1V0ahZIACRRw5wOytTqyw9NZmoSPUsury8e09Ybe0dGTb6Fb5a/BvLN4Tz05/bmPLJXNw8vDgfFcn/PpxMSXHxI4n/QX5ftZJzZ88w6e33sLW1q+lwKuXZlu40cbNm/q5Ysip4y9qgliXDW7mz6fRNIq9lVm+AD+FwdCqv/3yU1tO24j1xPe0/3Mbs9WcpLilhyoAmvNTFt9xjVKUbYOjdfTYcu05RsbwfOg/VwTRp0iQWLVqEJElYWlpSWFiIJN0LsHbt2sybNw8PDw8mT5780MHKwcvLi/r1tYcEGRgY4OnpSWpqKj169NDZp7SVevOmdisuLS2NjRs3cvbsWTIzMym+mzwKCwtJS0sjPT0de3v7B8azfbt67OTgwYP1lnfo0IEFCxZw9OhRBg0apFNeUFCg8y4GpVL5wHM+iH9QG7zrNeRK9EVmT3uTF9+YgrunD9euxPDTvC8oKVb/URso7n0mB7RsS0DLtpp/m1tYEtS2I00Dgnh/wkhiL5/n4N4dBHcJrXJcD+vmzRssXjSPFkEt6T9A//f6ceVireS1Tt6cuJpBWFTFWlYGCnULNye/iHk7a/4Zx4N8vfG81r/jknNYsOUSp69m8PtbHXinXyNW7o8jv7BE7/7N6tjSwNWazFwVO6L032n9m5Ghgv5B7gD8dfjqw12AHlVusf7yyy8sXLiQFi1aEBkZye3bt3Xq+Pn54eHhofVgqKa5uekfnmJpaVlmeWnZ/Qls9erVeHl5MW7cOObOncvSpUtZsWIFK1asIDk5GYDs7Oxy4ymdLODm5oZCodD5GjZsGKAeM6zP7NmzsbGx0fqaPbvq4y4VCgXvzvwaDy8fYi+fZ9obYxndvyMfThpHVmYGw0a9AoCFlXW5xzI1M6fXwOEAnD5+uMoxyeF/n39CYWEhUz8qeyLD4+r90PoYGxrwxT8VH4nxXCsPGta2YsGuWLLyKv6Kz8fJ3vPJnIpPx9bChObeZTdQhtztJw07kYiqSH/y/bcuTWthb6kkNimbk1cePJa5KqrcYl28eDG2trZs3rwZJ6eyZzT4+flx5syZqp5GdvpGMFSmHODq1auMHTsWUN/K9+nTBzc3N8zM1GMD27Vrx6FDh7Ra72UpKVH/IowZM+aB9Vq31j/LZ+rUqbz99tta25RKJReTKtbPpI+TS22++mEVRyPCuXT+NKqCAjy8fOjQpRdHIvYA4O5ZsbGNtd3Uv/SZ6fINvq6K/fvCsbKyZvanM7W2FxSov08pyUm8Mm4UAF98NRdHxwfP0nmUOtZ35HZeIdN6a99pmRiqf1edrJT8OCoAgGnrzpOWq6JjfQdKJIk+frXp41dLaz8HS3Vf/ZdDmlBYXMLyA9c4FJde/RdSBXFJOQR42eNSxoM6AwUMaKlueVbmAVRpMl4r49jV+1U5sZ49e5aQkJAHJlUAGxsbkpKSHljnSfPPP/+gUql49913mTRpkk55XFxchY/l7u5ObGwsc+bMwcGh8g94lEplGbf+VU+sAIaGRrQN6UbbEO1+30vnTwPQpIJP+3Nz1HcySlP9A9Ifpezs25w4fkxvWUFBgaZM9Ri+5tLazJgWnvr7hU2NDTVlJkb3GgYGCgUtPG3LPKafu3qEx6bT8j64kZOthfpD4I5Kfx99h0bO1LI1IyE1l8PRFfvwtjQ1ortfbUB3IoFcHqqPVVHGtLj73bhxQ9OSe1pkZKhvHdzd3XXK9u3bV6kPku7duxMbG8v69et56aWXZIuxOmSmp3Jk/26srG1oHdy5Qvsc3r8bAO96DaoztHKdiNL/ZPlG4nX69epW5rsCHgdBn+3Ru722jSmb3mir910Br/56qszjbXy9Da62ZnrfFfA4cbA0obWvIwBnrmbqrTOkCsOl+rZww8zEkKMxqVxL1T/N9WFVuY+1Xr16REZGPnCJluzsbE6dOkWTJk2qeprHUunDr5UrV5Kbe+8Hk5iYyPjx4yt1rHfeeQczMzPeffdd1q3TfQFEQUEBf/31F9evP7rxlteuxKBSaf/BpaUk8dXMd8i7k8uoVydjorx3a7Z+9TKdEQRFRUWs+fUnDu/biYlSSeee/R9F6MITJsjHntAAVwz+1UZzdzBn6YS2WJgasfXUDZ33BQCYmRjSq7l6rHjlJgVUfgRBZVW5xTps2DCmT5/OBx98wJw5c/TWmTp1KllZWQwfPrzKAT6O+vfvT5MmTTh+/Di+vr60b9+e/Px89uzZQ0BAAO3atePgwYMVOpavry+rV6/m+eefZ8iQIfj6+tKoUSMsLCxITEwkMjKS3NxcTp48qbeFXB02rVnJ0QN78KnXEFt7R25nZnDx7CkKC1UMGfESnXr01aq/eul3/PXrEnzqN8LByYW8O7nEx14mIy0FYxMlb7z/KfaOzo8kdrmlpCTz7ltvaP4dH6/u5vny80+wsFA/1AzuGMLLr06okfiqw9dDm+J4tx/WyUrdzTQgoDZtfdQPkFJzVLz311lZzuXjYsX8F4JIysrjzLVMbt8pxN3BnGZ17DAzMeRiYhbv/hqpd9/QAFcsTY05eSWd2KSKTWGtbWtG2/pOFBQWV2oiQWVVObG+9dZb/P7778ybN4+DBw8yYMAAAGJjY/n2229Zv349ERERBAYG8vLLL5dztCeLiYkJ+/fvZ/r06WzZsoWwsDDc3Nx44403mDFjBr17967U8QYMGEBUVBRz585lx44d7NixA2NjY1xdXenXrx+DBw9+pK9hbNm+E5kZaVyNu8zFc6extLTGv2Vb+gx+jib+QTr1h458mcvno7hx/SpXYi4iSeDg6Ey3PoPpO+R5XD28HlnscitUqTh75rTO9itx94Ywed19T8bTokEtS52XtLhYm+Jirb5LuaGn9VhVJ6+kszw8lkBvewI87bCxMOFOQRHnEjIJO5HIir2xZQ6zqko3wKDWHhgaKNh26hZZd6pvtIRCqsij6zKkpKQwduxYtmzZgkKh0HkK3r17d1auXFnuAy5BfqevlT/U60niX0c9xTan4PGePVRZlkr1PXBZ/ahPIkOpmN4l6jeA/d+NxhRJDz0P6bFRkXfBwkM+vHJycmLz5s2cPn2a7du3Ex8fT0lJCe7u7nTv3p1WrVo9zOEFQRCeSLK82sff31+zxHV+fj6ZmZk4OjrKcWhBEIQnToXb6NnZ2Rw9epTLl/XP/oiOjqZnz55YW1vj5uaGlZUVw4cP15kGKgiC8LSrcGL95ZdfaNu2LWFhYTplt27dokOHDuzcuZOioiIkSaKgoIA1a9bQuXNnnXeZCoIgPM0qnFj37t2LgYEBI0eO1Cn79NNPSU5Oxs7Ojr///pvs7GwiIyMJCgoiOjqaxYsXyxq0IAjC46zCiTUqKopmzZrh7Kw9HrGkpITVq1ejUCj44osv6NevHxYWFgQEBLBu3TqMjIzYsGGD3HELgiA8tiqcWJOTk2nQQHdaYlRUFJmZmRgZGelMBHBzc6N169ZcuHDh4SMVBEF4QlQ4sebm5uqdvnrihHrFRD8/P6ytdV8l5+7urveVgoIgCE+rCidWJycnLl7UfZFFREQECoWizDGr+fn52NjYVD1CQRCEJ0yFE2vpLf39L61OSUnRvDhE35v3Ac6fP1/hRfUEQRCeBhVOrK+//jqSJDFs2DBGjx7NO++8Q8uWLcnOzsbDw4M+ffro7BMXF8fly5c1kwcEQRD+Cyo886pz587MmjWLjz/+mJUrV2reDWBmZsayZcv0rs/+ww8/ANCzZ0/5IhYEQXjMVWpK64wZM+jbty/r1q0jJSUFDw8PRowYgXcZb/dRKpVMmjSJ0NCaW0ROEAThUav0uwICAwMJDAysUN1PP/200gEJgiA86Z6e93kJgiA8JkRiFQRBkJlIrIIgCDKT5X2swuNFpVJR9IBFHp9EKpV6Oe9C1dO1goDq7krHhpL+5Z2fRPdfi5FC/7IqTyqVSoWJiUm59R5qaRbh8fTxxx/XdAiC8NSaOXNmuXVEV4AgCILMRIv1KaRSqVhz+kZNhyGrYf7qadExyXdqOBJ5+TqbA1B77OoajkQ+RooSJtRXr5w6/58Uip6eXg5SD86tUFeA6GN9CpmYmGBgZFzTYciq9JfZyLiohiORV+l1PU0rmd6vqBgKn6LEWpGkCqIrQBAEQXYisQqCIMhMJFZBEASZicQqCIIgM5FYBUEQZCYSqyAIgsxEYhUEQZCZSKyCIAgyE4lVEARBZiKxCoIgyEwkVkEQBJmJxCoIgiAzkVgFQRBkJhKrIAiCzERiFQRBkNl/6n2sirvrC1WUp6cn8fHx1RNMBSkUimqL40bcZWLPHCcx5iKJsRfJTk8FYNbvux+4X3FREUe3b+DMgV2k3khAKinBys6ROg2b0uWZF7C2d9KqX1JSQuTuzZzau43k6/EUqVRY2Nji2dCP9v2HU9vLV/Zr0+fMyeNMm/RyufWeHzee58a+CkC/js3Lre/XvCWfz//poeOrKAcrJZP7NyE00B13RwvyVcVcS8lh79lbfLQq8oH7LnqlLaM6q7/fPWdt5fCllHLP92ywNz9NDAbg0z9P8c36Mw9/Efdp0bgOk8d0o13zujjaWpKbX8C56Bus+Pswv248rFPft44z743rQadW9anlaE2BqojL8Un8seU4P/yxj0I9b9a2szbnvXE96N/ZH/datmTl5HMgMoYvl2wl6nKirNcD/7HEOmbMGJ1tERERxMbG4u/vT0BAgFaZo6NjpY5fnUmwOuxd9yuXjh+o1D53cm7z6xdTuBl3GUs7B3yaBgKQnnSDU+Fbad6pl1ZilSSJP7+dxcVjERiZKPFs2AyluQXJCfGcPbib80f2MfzdT6jfvI2s16aPrb0DXUL76S0rKSkhfPtmAJr4BWq2l1Uf4Pih/dzOyqSxf/nJVy4B3vasm9oVBytTzidk8s/x61iZGdPA3YYJvRs9MLF2aOzCqM6+lJRIGBhUrJFhb6Xki1FBldqnMgZ2DeDXL1/AyMiQyPPXOBAZg6OdJe2b+9I+0JcurRvwwvQVmvpt/L0JW/w6FmZKLsTdZNOeKKwtzWjfvC5fvTuEvp386D1+IcXF9xYxrOVoza6lk/HxcOJmShbbD5zHxcGaAV386d2xKUMm/ciuwxdlva7/VGJdvny5zraxY8cSGxvLwIEDmTVr1iOPqSZ51GuMSx0f3Oo2wLVuQ+a98RzFD1jdtTRJ3oy7TMiQ0XQcPApDQ0NNeXrSDZRmFlr7XDpxkIvHIrB1qsW4jxdgbX/vwypi4+/sXPUT/yxdQP2F1Z9YPTy9mTztE71lxw9HEL59M47OtWjWPEizvaz6OdnZ7N+9DYDO3XvLH6weDlZK1n7QFVNjI4Z/s4ctJ65rlQfWdShzX6WxAfNeasP5hExu31HRpoFzhc45e1QQ5koj/oiI47mOdR8q/n8zNDRg3tRnMDIyZOzU5fyx9bimrIG3C7uWvs3w3i1Ztv4g+45HAzD3/WewMFPy0YK/+WbZDk392k427Pz5LToG1eP5Pq20WrqLPnwOHw8ntkacY8R7P3MnX73ib79Ofqz+5iWWfTGGxn1nkXOnQLZrE32s/2HBA56jyzMv0KBFO6xs7cutf+7wXuLPnaJxmxA6DxurlVQB7F1csbC20dp29UIUAC269dVKqgDt+z2L0tyCzJRb5GRlPOTVPJzw7f8A0Kl7rwp1GR0I30GhSkWDJs1w9fCs7vAAmDbMH0drU2asOqGTVAEiY9PK3HfKID98XKyY/PNhCosrtiR152a1Gd7BhzkbzhCfnFPluMvSwMsFFwdrLl25pZVUAS5dSeL3f44CENRE/f21MDOheSMPcvMKmLN8p1b9mylZ/PDHPgBaNKmj2e7uYkufkGYUFhYz6YvfNUkVYFN4FGu2ncDJzooxA9rKem0isT5AWloa7733HvXq1cPU1BR7e3tCQ0PZvn27Vr3ly5dr/hivXr2KQqHQfHXq1ElT79SpU0yZMoUWLVrg5OSEUqnEx8eHCRMmcOPG47/4X+Ru9a1y656DKryPkXHZawRpvk8GBpiaW5RZr7rl5+Vx5EA4AJ179qnQPnvudht07tG3usLSYmpsyDPtvcnJL2RleGyl9m3sYcub/RqzMjymQn2qAGYmhnz7YmsuXs9k/qbzVQm5XAWFFVu/LC0rF4DCohKtW/yypN+tDxDQyAOA+BtpXLup++G99/hlAPp2alahWCpKJNYyJCYm0qpVK7755htUKhUDBw6kefPm7Ny5k549e/Ltt99q6vr6+mr6by0sLBgzZozmKzQ0VFPvyy+/1OwXHBxM7969kSSJxYsXExQU9Fgn1+KiIq5dPIOBoSFuvg25dTWW3X8sZdOSuYSv/YVbV/X/sdf1U99Wn9gZxu27D8dKRWz8nfzcHPyCuz8wAVe3g/t2kZ+Xh0+9htTxKv92NznpJuejTmJkZESHLj0eQYTQ3McBa3MTouLTyS8sppu/K5+PbMGcca14rVdDatmZ6d1PoYD5L7UhK7eQGeU82Lrf1KH+eLtYMfnnIxVu4VbWleupxF5LoYF3LZ4NDdIqa+DtwvDerUjPymXj7tMAqAqLiIiMwcJMyTtju2nVr+1kw6vPdERVWMSqsGOa7RamSgAyb+tf3Tc9U52Em9V3l+264D/Wx1oZ48ePJy4ujueff55ly5ZpVmeMiIigZ8+evPfee3Tu3JmAgACCg4MJDg5mxYoVODo66u3LBXj11VeZP38+Li4umm0lJSV89tlnzJw5kw8//JClS5c+isurtIzkGxQVqrCwsePQP3+x+/elSNK9P7jwv1bQJnQwoWMmau3n1difdv2e5eCmP1jw1ig8G/mhNDMnOSGe9FuJBIT0pM+Lbz3iq9FW2g1Q0dbq3h3/IEkSLVq3x9rGthoju6ehu7qLJTUrn9/e7kTflh5a5TOebc7rPx1i7cF4re0v92hAq/pOvPr9ATJyVVREM087JvRqxK/hMRy8mCxL/PqUlEi8PONX1i4Yz/LZY3lzVBdiE1Jwuvvw6sKVm7wyYyUZ9yXFNz7/nc2LX+fTNwfwfN9WnI+5iZWFKcGBvtxKzWLQGz8Qc+1ezCkZ6i4Mj9r6u7q83NTdUw62FliYmZCbV7HvUXlEi1WPuLg4wsLCsLS0ZOHChVpL3gYHBzN+/HiKi4v57rvvKnXczp07ayVVAAMDA2bMmIGbmxsbN26UJf7qkJer/gXNy7nNrtX/R1D3frw5fyVTlqyn/6vvYWyi5PCWtRzdtkFn3x4jXiV09ERKiouIPX2M84f3kpp4FVsnF3yaBWFsonzEV3NPemoKpyOPYmBoSEjX0PJ3APZUMhHLwdZC/TvYq4UH3fxdeWfpEXxe+ZOmb6xjwaZzmCuN+OG1djTztNPs42pvzkfPBLDv3C1+3x9XofMYKBQseLkNt/NUfPTbiWq5lvsdOh1Hj5fmEZeQQmDjOgzr2YJOrRpQIpWw+/AlriRq3+VEX02m67hviTx/jUY+tRnSI5Ae7RtjqjRi7/FoLsTd1Kp//Fw8+QWF1HK0pnu7RjrnH9mvteb/rSxMZbsu0WLVIyIiAoDQ0FDs7XU/6UaNGsXcuXPZv39/pY+dlpbGxo0bOXv2LJmZmRQXq8fcFRYWkpaWRnp6ut5zlqWgoICCAu2nmUql/IlKKlG3TkuKi/ENaEWfcZM0ZYGde1FUqOKfpfPZ//cqWvUcqCkrKlSx/rsvOX90Hx0HjSQgJBRzK2tuxF1iy/JFrFv0OdkZKbTvN1z2mCti366tlBQXE9i6HXYO5Q+vi7l0gYT4OCwsrWjVLuQRRKhmcLcP39jIgE9XneD/dqj7BtOyC/hoVSQeThYMauPFm32b8PJ36t/fb15ohdLYkLeXHqnweV7r1ZDAuo5M+OEgGTnytN4e5JnQFvw4ayRHz8QzZupyzsfepLazDW+N6spbo7vSMagencfORXW3PzakZX1Wf/MS129l0PPl+USev4a9jQVjB7VlyriedG5Vnw6jviH1bkv1dk4+P63Zz5sju7Dkk1G8+fnvhB+7jIuDNTNe60ND71qaWEpKJNmuSyRWPUr7Or28vPSWl25PTKzcwOLVq1fzyiuvkJNT9hPW7OzsSiXW2bNn8/HHH2ttmzlzJg0GlD8QvjJMTO/14TXvpNuyCwjpyT9L55OdnkrarUQcarkBsH/DKs4dDqd1r8F0HjZWU9+7SXOef/8LvnvnBcL/+oWAkF46IwoeBU3rs4IPocJ3qB9aBXfujrHJo+sXzsm/96BH38OrleGxDGrjRftG6mFU/VvVoU+QB/9bG0X0jdsVOoeHowXThvkTcSGJ3/ZW7gFZVdSt48SST0aRkp7N4DcXa27DY6+l8Mbnv1PbyYY+Ic0YM7ANS9ZEYGdtzm9fvYixkSEDX/+eGylZAOTcKeCT7zdjY2nGhOc68daorny44G/NeT5asBF3F1sGdw/kj7mvaLYXqAp59+u/mD/tWQAys/NkuzaRWKugsjO4QD1aYOzYsQDMmzePPn364ObmhpmZOmG1a9eOQ4cOIUmV+9ScOnUqb7/9ttY2pVLJuvOpZexRNbZOLvf9fy2dchOlKRY2duRmZZCblaFJrFH71WMNG7fWbd3ZOrrg7tuIK+dOcvPKZXz9W8oac3kS4uOIi76ImZk5bTp0Krd+cXEx+3epx652ekRjV0slpKo/jHPzi0jL1h1veS1FXe5ko76dDQ1UP4zp3Kw27Rppj1lt5qn+4P56bCuy7qhYtTeWVfvi6NDYBUtTY5ysTQn7qLvWPnWcLAEY3cmXTk1rceZqBlN/0R4iVVnDerbAxNiI7Qcv6O3bXLsjkj4hzQgO9GXJmghCOzTBwdaC3UcuapLq/dbtOMmE5zoR3EJ7Jp+qsIgRU5bSvvleurdrjKOdJdeTMliz7YTm7y3mWrKmVSwHkVj1cHV1BdTJUJ/SmVVubm4VPuY///yDSqXi3XffZdKkSTrlcXEV6wP7N6VSWS23/v9mam6JrXNtMpNvkpeTrVNeUlJC/t1+2Ptbt6UjAcoaTqW8uz0vV/eY1a10yFTbjl0wNdX/VP1+p08cJT0tFedatWniH1hufTlFxacD6mFQJkYGqIq0n9TbWap/B3LztZNDq/ra04vv5+elTrAR55O0tjdws6GBm/67B09nSzydLSsXfBncnG0BuJ2jv6V4OycfAFsrc3V9Fzut7f+Wdfc4tlb6f5YHTsZy4KR2S/z5vq0ANBMQ5CISqx7Bwep50Vu3biUzMxNbW1ut8pUrVwLQoUMHre3GxsYUFen/1MvIUI+hc3fXHdaxb98+kpKSdLY/bhq0aMuRLeuIP39ap3V5Pfo8xUWFGJkocXS998Ta0taOrNRkbsRdwqWOj9Y+JSXF3IqPAfS3gquTJEns3bkFqPhDqNJugE7d+1TpruVhXE+7Q1R8On5e9gQ3cmH3Ge2HNMGN1HcUpQl4wg8HmfDDQb3HCvuoOx0a19J5V8CqfXGs2qf/A/6DIX5MHeov67sCktLUXRSBjevoLS8d6H/1pvqaklLV9f0buGNgoNDpE21xdyLB1RvpFY5h/DMdAVi2Tv/3qqrEqAA9fHx86NOnD9nZ2UyaNInC+6Z5Hjp0iMWLF2NoaMjEidpDi1xdXUlKSiIzM1PnmPXr1wfUSTk3994A5sTERMaPH189FyKzNr2GYmhkzNHtG0iIvjdoPPd2Flt/UY+QaN4pVGtMasMg9YfUnj+Xk3ojQbO9pKSYXat/JjPlFjaOLrj6NHhEV6F27nQkybdu4uDkjF9gq3Lr5+fncXjfHuDRjga43/xN5wD4dGQLXGzvtcqaedrxep/GACzdeblGYquKsHD1rLwOLerx8rBgrbJWzbx4Y0QXANbvPAnAjoPnyS8oxNvdkZkT+mp9uNXzdGbGa+qfy/pdJ7WO5VHLDic77Va2qdKY7z56jpbNvPjl78McP6f/7rSqRIu1DD/++CMdOnTgl19+Ye/evbRt25aUlBTCw8MpLi5mzpw5Oi9t6d+/PwsXLiQwMJB27dphampKgwYNeO+99+jfvz9NmjTh+PHj+Pr60r59e/Lz89mzZw8BAQG0a9eOgwfl/dQsz+XIw+xd96vm38V3W9tLPrz3gREyeBT1A9Xz+O2ca9HnxbfY+NM3LJv1Fh71G6M0tyDh8jnysm9T27se3Z5/RescIUNGERN1jLQbCSx+/yU86jfBzMKaW/HRZCTfxMhEyYDx7+lMj61u4TvUD61CuvXCwKD89sXh/eHk5d2hXsMmuNfxqt7gyvDXwXi6+LkyIqQuR7/ux5HoFMxMjGhVzwlTE0OW74pmw5FrNRJbVZy6eJ1vV+xk8phuLJg2nFef6cjFuFvUdrKhtZ83hoYG/N9fEew5cgmAW6m3mfrteuZMGcqUF3sytEcgpy9dx97GgtZ+3pgqjdmy/yy/btQeBRHSsj7ff/Q8kReukXAzHVNTE9r6++Bga8H2A+d584vfZb82kVjL4ObmxrFjx5g9ezYbNmxg3bp1mJub07VrV9555x169NCdcTN79mwkSeLvv//mjz/+oKioiJCQEN577z1MTEzYv38/06dPZ8uWLYSFheHm5sYbb7zBjBkz6N370T4MAci9nUlizAWd7fdvy72dqVUW2LkXds61idi4msSYCxSqCrBzdqV1z0G06/uMVv8qgLmVDa98vpiDYX9y8VgEiTEXKS4qwsrOHv+OPQkeMBwnt0cz175UoUrFgXD1XPNOPSr2fS9981VF61eXCT8c5MjlZF7oWp/gRrWQkDgdn8ayXdGsLuM2/nE2bd4GDp+O46WhHWjeyIP6ni5k38ln/4lolq0/yJ9btcfS/vDHPs7F3OT15zvRspkXfUP8uJOv4vSl66wKO8r/rY3Q6SI4eSGB9btO0qqZF3713SgoLOJc9A1+2XiYX/7WfS2hHBRSZR9DC0+E1Sflf8dkTXquufpB4eUk/VMTn1T1XdQPZmye+7Wcmk8OI0UJbzaIB2DOphQKdV+P+sTKO7moQvVEH6sgCILMRGIVBEGQmUisgiAIMhOJVRAEQWYisQqCIMhMJFZBEASZicQqCIIgM5FYBUEQZCYSqyAIgsxEYhUEQZCZSKyCIAgyE4lVEARBZiKxCoIgyEwkVkEQBJmJxCoIgiAzkVgFQRBkJhKrIAiCzERiFQRBkJlYmkUQBFmpVCpmz54NwNSpUzExMSlnj6ePSKyCIAgyE10BgiAIMhOJVRAEQWYisQqCIMhMJFZBEASZicQqCIIgM5FYBUEQZCYSqyAIgsxEYhUEQZCZSKyCIAgy+38yuhZTXBvoPQAAAABJRU5ErkJggg==",
-      "text/plain": [
-       "<Figure size 280x210 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 210x560 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 280x560 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 210x560 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 560x560 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 280x560 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 210x560 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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onRz2CiFMkoSfEMIkSfgJIUyShJ8QwiRJ+AkhTJKEnxDCJEn4CSFMkoSfEMIkSfgJIUyShJ8QwiRJ+AkhTJKEnxDCJEn4CSFMkoSfEMIkSfgJIUyS3My0FoqLi4mKimLJkiUkJibi5ubGkCFDeO+99/D39zf4+oLdbeng50Sohz2hHna422tvOHmj+wBamMHgcE/6tHDDz9kGczPIKirlVFoBvx5OIauoVNfWw96aoeGehHjY4e2owtHGkooKhZQ8NXsSclhzIg11WYVBtyvQ1Ya2Po4Eu9nSwt0ONzsroPr7AHb0c6RLM2cCXW1xtrXE1sqCIk058VnFbDqXyZGL+TVa791tvRjV3huA/+1OYndCjkG251oT+7WgS7AbrXwdcXewRmVlTkaemr2xWfxvcxynUyrX6uWkYsodofRt7Ymvqw0VFZCQUcjfxy7x3eY4CtXleu1d7a24s50PHQNdiGjuTEsfRywtzHn5lyP8sf+CwbfpCg9nW156oCtDuwfTzNOJYk0ZCam5bIlO4vXvt+nanVo4kUBv5+su63xKDm0mzNebZmYGj9/VnrF3tiW8uTs21pak5xSx43gyc37fz9G4dINuj4RfDZWUlDBgwAD27NmDr68v99xzD/Hx8fzwww+sXr2aPXv2EBwcbNB13hfhS7fmLrV6j4O1BW8OCiXEw56sIg3HLv+y+TiqGBDmweazmXrh19zVhrvbeZNdVEpybgknUwtwUFkQ5mnPmM5+9GrhylvrzlCoKa9ulbU2oq0XnQOu/8txrZ4tXIkMcOJirpq4zCJKSivwsLemg58jHfwcWX0ijT+Opl53GT6O1tzdxpMKRcHcrP5u3PnMHaHYWVtwKiVPF3QtfRwY1TWA4Z38ePqHg2w6kaZrH+Rhx+/P98TDUUVSZhGbYtJQWVkQGeTK1MEtuSvCl/s/30V+SZnuPV1auPHhQx3qbRuq0inUiz//cx8ezrbExGewevc5HO1UhAe68dy9nfXCb/n2s7g721a5nD7tAwjycWbn8eRK8xa/eTf39AqjqKSUnTHJ5BWqaRPowej+rbm3dxgPvvsnf+8/b7BtkvCroVmzZrFnzx569OjB+vXrcXBwAGDOnDm89NJLPP7442zZssWg6zyTVkhiVjHnMoqIzSzkq/vbYW1x/Z6Kl/oHE+Jhz2/RKfxxJIWKa+7T7eVgTXGpfojFZRbx4ooTXMgp0Ztua2XOy/2D6eDnxKgOPvx0oPKH9WbFZhSRlFPC+axizmcV88ndrbC6znatjklj4f7kSgEc7GbLy/1bMDTck70JOVzIrf6ZsOO6+lOkKSc2s6hWwVtbT8w/wLGkXDT/2lt+tFcg793fjg9Gt6fHO5sov/yDee3ucDwcVfy0I563l8Xofl6ONpYseLIbnYNcmXh7Cz7766xuWRn5an7aEc/RpFyOJuYwvm8LxvRoXm/b5OFsy8pZo7BVWXL/2ytYsydOb36Xlj56r6dfE4TXMjOD2EVPAPDLppN684Z1D+aeXmHEX8plwLQlpGQV6uZNu78L/5nUl8+mDCB8/DxDbBIgfX41otFo+PLLLwH46quvdMEHMG3aNDp06MDWrVs5ePCgQde78ngqv0ancPBCLjnFZTds3yPIhXa+juw6n83v0frBB5BWoCH/X4dQOcVllYIPoLi0gt+jUwBo5+t48xtRhbWnMlhxPI0jF/PJK7nxdiXmlFS55xmXVcz+xFzMzcxo7eVQxTu1+ga70trLgSXRlygqNewh/L8dPJ9dKfgAFu1MID69EE8nG8K8r9baLdgNgP+uP6f388ovKWPuplgAOjRz0VvW4YQc3vojhqX7LnDmUgEV9fwkijcf7YGnix2vf7+tUvABHDhzqUbL6d+xOb7uDiSn57MlOlFvXu92AQDMW3tUL/gA5iw9QE5BCUE+znhWs0d5MyT8amDnzp3k5uYSEhJCp06dKs2///77AVi1alVDl6bnjpYeAKw7mXaDljVTdvm3sezfKXoLuVGNTjaWPNjRl5hLBeyphz6+2rhSo6b8ajhWFZT/llOkqbeabsTG2pIxA8IpKNbw4/qYOi1rzIBwAH7dcop/57W69PrdKooCZeUV5BrweyHhVwNHjhwBoHPnzlXOvzL96NGjDVbTv1mYQWsvB8oqFM5lFNHc1ZbRnXx5okcz7o/wIdC1dn8xrS3MuK+D9nDmUFJufZRcZwHOKro1d6asvIKY1IIq2zzS2RdrCzODHrbfjHu7+BPsac/5tALi06/u2Ww/re3Ef35QKObXdEU62ljy5IAQAH7bW38nMW4kMswbJ3sVR2LTKNGUMahLEB8+0Y/Ppgzg2ZGd8HWzr9FybKwtGdEzFIDF/zrkBdhwKAGAiUM7VFrmtPu74Opow+JNJ9HcICRrQ/r8aiAxUbuLHhAQUOX8K9MTEhIarKZ/83ZUYW1pTk5xKcPbejGmkx/m1/w2PdDRl7UntH1nVbG3tmB8N+12OKksCfW0x8nGkn0JOayKuf7JhIYScfmsr4WZGe72VoS621GuKCzYn0x6QeU9ggg/R7o1d2H5sVRSq5hfn57oH0yYjwN21paEeDvQyteRSzklPP/TYb3D24/WnKZ9M2fG9g7i9nAvjl/IxdrSnC4t3FCXlfPCT4fZcy6zQWu/VutA7WF5ek4xv701grsvB9gV74zvzdOfree3Laevu5wRPUNwsldxNC6d4+czKs3fcewCc37fz7QHunJ8/uPsOJ5MfpH2hEeInws/rj/O1C83GW7DkPCrkYIC7V6FnZ1dlfPt7bV/qfLzazbkoj7YqywAcFBZ8kikP3+dTGdVTCpFpeV0bebC47cFMLytN5fy1fx9qvKHT2Vpzu2h7nrTdp3PZt6eJDTlt8Zhb3MXG3q3cNW9VpdV8Muhi+yKz6nUVmVpzthIP1Ly1Kw9adghEjXRp7UnvS93QwBcyCripZ+PcPxCnl67jHw1D321h/+O7UTf1p40c7/6GVt3JINjF4y71+3qYANoT0iUVyhM/XIjy7afwU5lyVMjOvHi/V347qUhnErMuu5QlDED2gCweOOJatu8MW87FzMKiJrcl0FdgnTTzyVns+lQIiWaG/cP14aEXxNhhnYvz9LcjEMXcpm3N0k3b/O5TKwszJjcozn3tvepMvyyikp14wfd7azo4OfEmM5+zB4Zzvv/nON8VnHDbMh1rDqRzqoT6Viam+HtaE3/UHcmdAugk78TX+5M1J1BBbivgzfu9tZ8tCnOKH2WY7/ZC2gPX1v7OfL8oDB+fa4Hn6w5zVcbzunatfZ1ZN7krlQoCpO/38/e2CzsVBbcFeHLq8Na0z3Unfs/30VcemF1q6pXZpeHBVlZWvD299v43+ojunmvf7+N5l6O3Ne3FS/e34UJH62rchmezrYM7Nyc8vIKft18qso21lYWzHt5CCN7h/Hh4r38+E8MWXnFdA7zYfbT/Vnwf0Px83Dg06UHDLZt0udXA1fO7hYVFVU5v7BQ+8F0dKz6rKharSYvL0/vS62ufljGzSi5puN889nKh0lbLh86udtb4+Oouu6yMotK2Xwukw83xuKosuSZ3oEGrbWuyioUknPVLDp4kX/OZNDR34k7wq7utbZws2VgqDs7z2dzMs04oXFFfkkZ++OymfC//RxNymHaXS3p0Ew71MbS3Iyvx3fG29mGp344yIaYNPJLykjNVbNgWzyz157G1d6aF+9qabT6C0uujgn98Z/KJzyunATp077qLiGAB25vjZWlBZujEyudyb3ildHduL9fK779M5pZi3aTmJpHQXEp244mMeqt5RQUa3jj0R64O9nUcYuukvCrgebNtWOoLlyouuP5yvTAwKpDIioqCmdnZ72vqKgog9aYUXA1TKvq/9KUK+QUaz/ITjY12+GPzSziYm4JQW52eDlYG6ZQA9t9+ZC3k7+TbloHP0fMzc0IcLHhtQEt9L7a+2j/kA1v48lrA7RjBBtCWYXCmsMpmJubMbCt9iqTTkEutPByICmziJh/HQ4DrD2iHWrULcStQWqsSmKqtq7CklIycivv/Sdcnu/pUnWXEFw9y1vViY4rHr7cZvmOM5XmJaXns//UJextrOgU5l3z4m9ADntrICIiAoBDh6q+rOzK9A4dqh51P336dKZNm6Y3TaVS8ejiug0duFZRaQWp+Wq8HVW6/r9rmaE9qQH6e4k3kq/W9rM42ViS1sAnDWriSn2OVWzz9c5w+znb4AdkFJZW28bQsgq13z+3y39IfC6PWcuvZqxj/uWxnc62Vg1QXdWOxGqHTdlaW2JtZVHpbKubo3ZPrKCk6u9jqL8LXVr5UFhSysqd56psA+Dvof2jlFtY9Wcsr0j7x/1KH6QhSPjVQK9evXB2diY2Npbo6Gg6duyoN3/p0qUA3H333VW+X6VSoVJd/1DTEA4k5TKsjRdtfRw5+q/rXcM87bGyMEddVsHF3MqDmqtia2VOkJsdFYpySwYfQCsv7cmma+tbeTyNlcerHus48bYAerdwrbdre6/ntst7cIkZ2u6T9HztL3Swlz32KotK1/B2aK49PL5gxP7WpPR8jsSmERHiRZ/2AWw8pD+iofflw90j56r+fl850fHnrnN6h9D/lppdRHNvJzqHeRMTr98nbW5uRkSIF3B1T9MQ5LC3BqytrXn22WcBmDJliq6PD7SXtx09epR+/foRGRlprBIBWHMijdLyCoa09iTM8+phiKPKggmXh7FsPpupdwJgQJh7lYe0bnZWTO3bAjtrCw5dyKvRlRj1wVFlQd9gV6wtKl+P28bbgQcjfAHYcT67oUurJLKFK31be/LvS4ctzc0Y1yeIe7sEUKwpZ3X0RQAOxWeTka/GXmXJO/fpX7ro5aRixkhtcKy7fPhrLJ/+rj3JEDW5Lz7XjMHrEOzJ1Pu0n/nv1x6p8r0P9W8NwC/XOcsLsGq3dq/wrcd6Eurvoptubm7Gu+N7E+TjTEJqLgdreDVJTcieXw29+eabbNiwgV27dhEWFkafPn1ISEhg7969eHp6Mn/+/BsvpJY6Bzhx3+VfbtD+EgH8Z1gr3bQ/jqRw6HJ/UXqBhu92J/FUr+a8O6QlZ9ILKdKU09LLAScbS+Iyivj5oP44v74hbjzdK5Ck7GKSc0soVxTc7awJ9rDD2sKcxOxi5u4y7PjFDr6OjGjrpXttcXm73rwjRDftz5g0jqbkY21pzoRuATzc2Y/4rGKyi0tRWZjj7WiNn7P2EOjvUxkcrKLPrKEFedjzycMRZBaoOZ6US3ZRKW721rTydcTb2YYSTTmvLD5CyuXLCTVlFbz+2zG+Gt+Z+7oG0DPMnWNJudhYWdApyAVHGyuOJeXyzcbYSutaNrWn7v9Xhsc8NyiUR3pq+6ePX8jjrT+OG2S7ft1yioGRgYy9sy2H5o5jz8mL2Fpb0r2NHzbWlsxbe5Rl289Wel/3cF+C/VxIySpg0+HEKpZ81fs/7+GOyCBaNXNj/zePsefERbLzS4gI8SLYz4WiklKenLNe74x+XUn41ZCNjQ2bN28mKiqKX375hRUrVuDm5sb48eN57733qh0AXRdONpa09Kw8gv7aaf8+ebH5XCapBWrube9NqIc91pbmpOWrWXcyjVUxlW9P9efxVFLz1IR52tPO1xGby7eLOpteyJ74HDacyTD4UBFHGwtCPCp3kF87zdFG24eXX1LGr9EptPayx9/ZhiA3W8zNtNck70nIYUtsFqeNfEb3ir2xmXz1zzm6hbjR2s8JV3trSssruJBVzLojKSzYHk9Chv6IgX+OpzLy051M7h9Mt2A3bg/3orS8gvj0QtZEpzB/23nUVVyP3CnItdK0QA97Aj20nw1D34bsidl/szvmIhOHtqdvh2YoikL0uTS+X3uUnzdUvVf30OWTGL9vOU3FDT5DWfkl9H7+Z6be14URPUPp0soHa0sLLmUV8tM/Mcz+bT+nk7IMuk1milLPV0WLat3ovnyNze/jtZf5VXdfvsbqh4faA9DixTVGrsRwLCnnUZfDAMze60BpRf3d5quhFf817caNkD4/IYSJkvATQpgkCT8hhEmS8BNCmCQJPyGESZLwE0KYJAk/IYRJkvATQpgkCT8hhEmS8BNCmCQJPyGESZLwE0KYJAk/IYRJkvATQpgkCT8hhEmS8BNCmCQJPyGESZLwE0KYJAk/IYRJkmd4CGGCNBoNUVFRAEyfPh1r68qPL23qZM9PCGGS5NGVRrT8qOEewHwruLeDDwDLjPyQbUMbdfnZyV/vijduIQaklJfq/v/CylMo5k0nCr65r02N2smenxDCJEn4CSFMkoSfEMIkSfgJIUyShJ8QwiRJ+AkhTJKEnxDCJEn4CSFMkoSfEMIkSfgJIUyShJ8QwiRJ+AkhTJKEnxDCJEn4CSFMkoSfEMIkNZ2beNWjgwcP8s8//7Bv3z727dtHcnIyAMa8Cfb2Vb8Sf+oYlxLjKMjNoaxUg6OLGy3aRNBvxEP4BIbotc/JSOPkwZ0knT1F0rkTZFxMQlEUJr/9GSFtOxlpKyrbvvo3EqrZrr4jHsKnebCubUVFBQmnj3Pq4C7OHTtERkoS5WVlOLt7Eto+kn4jH8bNy9eIW3PV0g9eIfn00Wrn3zNtFkHtu+pe71nxE3tXLqq2feTQB+n9wESD1lid5i42tPayJ8jNliBXW1ztrAB4+o8TVbZ3tbWkva8jQa62BLnZ4u1ojbmZGXO2xnM2o6ja9ViamzEg1I3IACe8HFVYmEFuSRmn0gr5+3QGGYWl1b73Zkj41cB7773HypUrjV2Gns3Lf0ZTUoxvYIguEFKT4jm8bT1Hd27i0VfeIzyyp6798b1bWb3gS2OVW2Nbli9CU1KCTzXb9cjL7+q2KyvtIv+b+TwAji5uhLTrjLm5OUnnTrJvwyqO7NzI+OkfENS6g9G2599Cu/TGSmVbabqDi0eV7X3D2uLi5VdpundQmMFrq85d4R509HOqcftO/k48EOFTq3VYmpvxYt9Agt3tKNKUcza9kLIKhWYuNvRu4UpkgBOfbUsgMaektuVXv06DLakJ69GjBx06dKBr16507dqVoKAg1Gq1UWt67NX/4B/cEitrld703X8vZ+X3n/HHNx8zfe7vWFhof8RuXn70GvYAzUJaERAazsp5n3H2yH5jlH5dY1+pbrtW8Oe8z1j27cf837fa7TLDjNAOXbh95MMEt+2EmZkZAGWlGlZ8N4eDW/7i1//+h5f/+zMWlrfGR73P6Mk4edQ8GNr1HUKb3oPqsaIbO59ZTHKumoTsYhKyipl1VxhWFtX3mGUUath4NpOE7GLis0t4qKMPbbwdrruOPi1cCXa3Iz6rmM+3J1BSVgGAGfBAhA/9Q924r4M3n25LMNh23RqfiFvca6+9ZuwSKglq3b7K6T0G38uOVb+TmZpM2oUEfC8f/rbp2os2XXvp2plh1iB11lb12zWSHat/Iyv1om673H38mfjmJ5XaWlpZc8+kF4nZt52cjFQSzhwnuE3Heq686Vp/JrNW7Y+mFHA0pUD3uia9Q6EedgBsPJupCz4ABVh9Io3+oW4EuVbeY64LOeHRBJlbWgDcMns7hnJle2qyXVbWKjx8mwGQl1W7X17R8MoqbpyQBZpyg66zaf12CA5t/ZuMi0l4+Abg4RNg7HIM5tC29WRcTMLdNwAP3xtvV0VFBTkZqYC2P/BWEbPtb4oL8jAzM8PVJ4Dgzj1xcveqtn3SyWjSE2O1J35cPQns0LVB+/saysnUAro1d2ZgmDvHLxXoHfYOb6P9/uyKzzHoOiX8GrmtKxeTmhRPqbqYtOREUpPO4+TqwUNT38LcwsLY5d20bX8uITXpPBp1CenJCaQmxePk6sGYqTMwN7/xdh3ZuZGC3GzsnVwIbNW2ASqumX2rftF7vf3X7+g24mFuG/FIle1P7dqo93r38oWEdunNnRNfxtrGsIeBxrQ3MZc2Pg50bebMf+4KIzaziNJyheauNjipLFl/OoO1J9MNuk4Jv0bu7JH9nDt2UPfaxdOHB599nYCQVkasqu7OHNlH7LFDutcunt48OOV1/INvvF05GWmsuXxm+84HJ2BpZfwHcvu3ake7vkPwDW2DvYsb+VnpnD2wnf2rFrNn+Y9Y29jRadC9uvYuXn70GT2ZwPZdcfLwpqQwn+TTx9j5+zzOHdiBUlHB8OdmGnGLDEsBftiXTFZRKYNbedDe11E3LzG7mFPphRh6YJmEXyM36a05ABQX5nMpMY6Nvy/kfzOfZ9BDkxhw31gjV3fzJs24drvOs2npQv739lQGPTSR/qOq3y5NSTGLZs+gMD+XNl17c9ugexqq5Ovqce84vdeuPgF0Gz4G76CWrJj9OntXLqL97UOxvHyWu3XPgXrtrVQ2tO4xgGbhESya8RSxh3aREnsS35DwBtuG+mRnZc6TPZoR6GrLb9GXOJScR2l5BaEedozu6MuzvZozf18yBy/kGWydcsKjAajVavLy8vS+DD1UxtbekRbhEUx4/SP8g1vxz6/zSDp30qDrMAbtdnVg/PQP8Q9uyT+/zifp3Kkq25aXlfHzp2+THHuaoNbteWjqjAautvYC20XiFdQSdVEBl+Kq3q5r2bu464a+JBw7UN/lNZj7O/jQ0tOeP2PS2BybRW5JGUWlFRxNKWDu7iQA7mvvjbkBBylI+DWAqKgonJ2d9b6ioqLqZV0WlpZ06NkfRVE4eWBXvazDGLTbNQBFUTh1sPJ2VVRU8PtXUZw5vBffoFAee+39SmMFb1Uu3tpBzIU5WTVs71+r9rc6M6BLM+0g6kPJlffsEnNKyCwsxdXOCk97w3VhyGFvA5g+fTrTpk3Tm6ZSqVh7Orte1mfv5AxAYV5OvSzfWOwcq9+uVfP/y5GdG/Hwbcbjb3yMrb1jpTa3KnWRdkyclcqmZu0L82vV/lbnaGOpGzRdXFpRZZviUu0wFztrw53Ek/BrACqVCpWq4fZC4mKOAODu499g62wI509EA+DmrX+51/ol37Nn/QpcPLyZOOMTHJxdjVDdzSnKy+HimeMAeAaG3rC9oijEHtLu+XrVoH1jUKQpp7S8AisLcwJdbTiTrn/9r42lOd6O2t+fzCLDXd8rh72NUPypY5w+vJeKCv2/kuVlZexc9weHt63HylpFh54DjFThzYk/dYzT0VVv1651yzi87Z9K27Vj9e9sXrYIRxc3Js6YjYuHd0OXfUMXz8YQe2gXFRX6g3TzMi6x+st3KVWXENyxO45unoA2EI9s/BNNsX4IaEqK2fTjf7kUdwo7ZzdCInvRFJRVKJxILQTg/g7eONlc3SezNDfjoU4+qCzNOZdRRF5JmcHWK3t+NbBmzRree+893WuNRgNA9+7dddNmzJjBsGHDGqSejJQLLP36A+wdnfEPboWdoxOF+blcSowjPzsTSytrHpjyf7h4XB08m5edyU8fv6l7nZ6cCMDK7z5FZWcPQOvO3Rl4v/5ZyYaUeekCS7/+EHtHZ/yCW2Ln6EzRv7br/meubtfF+LOs/elrAFy9fNm87Kcql9t14DCj3twgJzWZf+bNxs7ZDa/AUFR29uRlppEWf5byUg3u/oEMnPCirn2ZpoQti75i59L5eAe1xN7FjeL8XNISzlFSkIfKzoFhU95ssMPedj4ODG199cYLFpfPOrx6e5Bu2tpTGRy/pD18d7Kx5KnuVweiX9lrG9PJl5LLh6/HLhWw7lSGrs3So5cIcrOlmYstbw8K4XxWMZryCoJcbXGxtaJAXcbiwykG3S4JvxpIT09n7969laZfOy093bADMK8nuE1H+t/7KHEnjpCSGEtRXi4Wlla4evnQvns/et51X6WrIMpKNSSdrXwLorTkqxeKe/o1r/far6dFm47cfu+jnD8RzaXEuMvbZYmrlw/tbutHz6Gj9K5aKSks0N1WLPFMDIlnYqpcbnDbjkYNP5/g1rTvP5zUuFOknj+NuqgAS2sbPJuHENa1Dx36D9cNcQGwsXcicuiDXIo9RU5qMinnTmBmbo6zpw9tet1Jp8GjcHCt+i4w9cFBZUELd7tK06+d5qC62hdnaW5WZXtfp6vbeClfozcvo7CU/2yIZVArD9p6OxDqYYcZkF1cypbYLP4+nUFOseH2+gDMFGPelM7ELT96ydglGNS9HbR3K1l2xLB/oY1tVIT2noBf74o3biEGpJSXkrFJe7VJapt7Ucybzn7QN/e1qVE76fMTQpgkCT8hhEmS8BNCmCQJPyGESZLwE0KYJAk/IYRJkvATQpgkCT8hhEmS8BNCmCQJPyGESZLwE0KYJAk/IYRJkvATQpgkCT8hhEmS8BNCmCQJPyGESZLwE0KYJAk/IYRJkvATQpgkeYaHECZIo9EQFRUFwPTp07G2tjZyRQ1P9vyEECap6TyyqRH652TGjRs1IneGax+nuP1MtpErMaw+LV0B+PFAkpErMZyKslLd/6M2xWFm0XSi4K07Q2vUTvb8hBAmScJPCGGSJPyEECZJwk8IYZIk/IQQJknCTwhhkiT8hBAmScJPCGGSJPyEECZJwk8IYZIk/IQQJknCTwhhkiT8hBAmScJPCGGSJPyEECap6dzEqx4VFRWxfv16Vq1axY4dO0hISMDCwoLQ0FDuu+8+pk2bhoODQ4PVo1GXcPLwPo7v30nsySNkpadibm6Op28AHXv0Y8CIh1DZ2um9Jzs9lWP7d5Jw9gTxZ0+QlpyIoig8/94XtGzfucFqv5H4c6c4cXgf58/GEH/mBNmZ6QB8v2rPdd9XVlbG5jVL2bt1PZcuxKMoCi5uHoS2iWDko0/g6u7VEOXXWFF+LnNfnUhRXg6u3n48M+fHSm3OHNzFqf3buXT+LAU5WaiLC7Gxd8S3RUsi7xhBWOfuRqi8ssyEM5zY8AfpsScoKcjFUmWDi18QId3vJLj7HZiZmem1r6go5/SWP4nd/Q8FGSlYqmzwDutAh2GP4OzTvMHqlvCrgV9++YXJkycDEB4ezogRI8jLy2PXrl3MnDmTxYsXs3XrVry8GuYX7MC29fzy1YcA+AQE0b5rb0qKCzl/6hhrFs/jwPYNvDDrKxxdXHXvid69hT/m/7dB6quL1UvmE713W63eU5Cfy6dvTSXh3Cmc3TwI79gVgLSUC+zcsJredwy/5cJv489zKcrPvW6bY9v/4dSBHXj6B+IX2hqVjR056ZeIPbKP2CP76DliDP1HT2ygiquWeHgnO374AKWiArdmIXiGtkVdkEvauRjSY2O4dDqaXuNf0bVXKirYMS+KpCO7sba1x69tV9QFeSRG7yQ5Zj93PB+FR1CrBqldwq8GrKyseOKJJ3jhhRcIDw/XTU9JSWHYsGEcPnyYF154gV9++aVB6jG3sKTXoHvof/eD+DQL0k3Pzcrgm1mvcCHuDEvnfc6El97WzXP38aP/3Q/SPDScwLBwfvvfHE5F72uQemsjpHU7AoJCCWoZTouwNrw28V7KSjXVtlcUhW8/eJ2Ec6e4e8xEho+egMU1dyVOv5SMja19Q5ReY+ePH+Lo9vV0GjCMw5vWVNuu18iHuWviC9g5OutNTz53kl+iXmXXqiW07dEfr+bB9V1ylSrKy9n/29coFRX0HPcKLbrerpuXeymR9XNeJf7AFkJ6DsKnZQQAsXv+IenIbhw9/bjzxY+wddL+gU48vJPt895n18JPGP7mt5hbWNR7/dLnVwPjxo1j7ty5esEH4Ovry1dffQXAsmXL0Giq/yU1pO4DhjLmmVf1gg/A2c2DB594CYAje7ZSVnr1VuUduvXhvolT6dpvEF5+zSoditwq7rr/MUY++gQdu/XB2dX9hu0P7NjIqaMH6dJrIPc8PFkv+AA8ffxxdHapp2prr1SjZt38z/DwD6T7sAeu29YnKKxS8AH4h4YT3v12UBQSThypp0pvLC81iZL8HJy8A/SCD8DZpzktuvUHIDPhrG76yU3LAeg08nFd8AE079SLgPa3kZ9+kQtHr9/FYSgSfnUUEaH9i6ZWq8nMzDRyNRDQQvv8grJSDYU3OKxqCratXwnAgLuvHyS3iu3LfiQ7LYW7Hn8B8zo8N8Pi8p6RuaXxDt7MLa1q1E5l7whAQcYl8i4lYWGlwr9d10rtmnXqDUDy8b2GK/I65LC3juLi4gDtobGbm5uRq4GMSxcBsLC0xM7RycjV1K+ysjLOnTiKhYUFLVq2Ien8WQ7u3EReTjau7p507N6XZi3CjF2mTmpiHHvXLiWi72Cat25PTvqlm1pOWmIcJ/ZsxdzCkuD2kQausuYcPHxw8PAlL/UC5/dvqXTYe37fZqztHGgW0ROA7OTzALj4BVYZ/G7NQi63i6/32kHCr84+//xzAIYMGYJKpTJyNbBl9W8AhHe6DSurpv0s1oxLyZRq1Di5uPHPiiUsX/QtSkWFbv6fi79n4N2jeWjyC8Yr8jKlooI1383Gxs6BAWMm1+q9Zw7t5vS+7ZSXl5GXmcaFMycwt7Rg2KRpuHr71VPFN2ZubkGPsdPY+u3b7Fr4Mac2LcPR05+SghzSzsXg7NucHo++qNvzK8zWnrm3c6m6O8PORfv0v8KstAapX8KvDtauXcu8efOwsrLivffeM3Y5xBzYxe4Nq7GwtGT4w7X7BWuMCgvytf/m57Lsx6/pP/Q+Bt37MLZ2DkTv3cYvc2ez4c8lePkFMGDY/Uatdf/6FaTEnWb4E69U2Y93PWkJsRzdvl732tJaxaCxz9C+9x2GLrPWvELacMcLH7Ltu1lkJcWSlRQLaA/HfVt1xMHDR9e2TF0MgIV11TsJltY2eu3qm4TfTTp16hSPPvooiqLw8ccf6/r+jOXShQQWfvYuiqIwctwUAm6hw736oijavbzy8nLaRfbgkaevDqnofefdlGrU/PztJ6z7faFRwy83I5Wtv/9A8/AORPQbXOv39773UXrf+yhlGg1Zqckc2rCKtfM+5cyh3dz/wkwsatj3Vh/iD2xh96LP8AhqTa/xr+LiG0hRbiYnNy7j5KblpJ49yqBps7GwMl6N1ZETHjchOTmZIUOGkJ2dzbRp05g6dep126vVavLy8vS+1Gq1werJyUzn63emUVSQz4ARD9H/7gcNtuxbmcrGVvf/3ncMrzS/50DttOzMdFIvGu+B438t+ILysjLuevyFOi3H0toar2YtGDLheboMGsm5w3vY//cKg9R4M/LSktn906eoHJy4/emZeAS1wlJlg5OXP7eNeQ7/dt3ISooldo92r9VSpf15lWuq/uyXaUr02tU3Cb9aysrKYtCgQSQkJDBhwgQ++eSTG74nKioKZ2dnva+oqCiD1FOYn8eXb79AVvolug8cxr0TnjXIchsDdy/fKv9/hcrGRjfQOz83u8Hq+rdzh/dgZa1i3fzP+GnWNN3X8i9maWvLytBNK8jJqtEyrxzynjm4q97qvpGEg9uoKC/DLzwSqyoCq3nnPgCknTsOgL2rJwBFOVWPiijKydC2c2uYAely2FsLBQUF3HXXXZw4cYJRo0bx3Xff1Wi83PTp05k2bZreNJVKxba4/DrVoy4u4ut3X+JSUjwR3fvx8DOv3bLj9+qDnb0DHt5+ZKRepKig8veyoqKC4oICQH8v0RhKigpIPHm0ynllpRrdvOsN6L7WlX7DG10lUp+uhJVVNYPIrW20l1hqirQ/A1f/FgDkXEygorys0hnfK/2Frv5B9VFuJRJ+NaRWq7nnnnvYt28fgwcPZvHixbqxVjeiUqmqORN88+FXWqph7vv/R8LZE4R3uo0JL73TIKPibzUdb+vDhj9/5fTxQ7TtfJvevLjTxykrK8XaWoVPQKCRKoQ3ft5Q5fSc9Et89cKj1V7bez0Jl8PStYo93oZyZZByVuLZKudnXp5u7+YNaIfGOPk0I+9SEsnH99Msoode+6TDOwDwb6f/c6wvcthbA+Xl5YwZM4ZNmzbRp08fli1bhrW18YaRVJSXs2D2TM4cO0hImwgm/9/7WN6CHcoN4Y4Ro7G0tGLT6t+JPXVcNz0/N4cl330GQK87hje6YT+FeTkc3rSGUnVJpXlxxw6yacl3ADd1AsVQAjpob6yQdu44Z7brX6aXcf4UpzatALRXb1wRPuBeAA6vmE9Jfo5uemL0Ti4c24ujp59uufVN9vxq4Msvv2T5cu1lOR4eHjzzzDNVtvvkk0/w8PCo93q2rv2DI3u0F/87ODnz67dV9zveO+FZHJxcAO11v999MF03L/VCIgC/zZ2NjZ328KRtZE/uGj2hHiu/saP7d7L61/m61+Vl2kv03n/56gX8w0c/Toeu2l8oD28/Hn3mVRZ+8T4fTX+KkFbtsbW3J/bkMQryc2ke0or7xk9p2I0wgFJ1CWvnfco/i77BJygMJzcPNOoSsi4lk3lR+7Prdtd9tO7W12g1ujULJXzgKE5uXMb+X7/mzLY1OPs0ozg3i4zzp1CUCkJ7DcG3dSfde0K638nFmP0kHdnNqveexKdVBOqCPFLPHcfCSkXPcS812BGMhF8NZGdf7Sy/EoJVefvttxsk/K7t37oSglUZ+tBEXfiVlZYSf+ZEpTaXLsTr/u/tb7xDwyvyc7OJOx1Tafq10/598qL3nXfj4ePHuqU/cf50DBqNGk8fPwbc/QCD733E6P19N8PeyYUBYyaTcPIIGRcSSDl/BkWpwMHFnTY9+tN5wDAC23Q0dpl0vncinsHhnN2+jqykc+SlXsDKxhavsHaE9hxMUJfb9dqbmZvTe+J0Tm/+k9g9/5B8fD+W1jY079iTDkMfxdm34W5pZaYoitJgaxN6/jmZYewSDOrOcG3wbz9jvDOr9aFPS23f1o8HjDdcxtAqykpJ+Psn7YvbRmNWh+uMbzVv3Rlao3bS5yeEMEkSfkIIkyThJ4QwSRJ+QgiTJOEnhDBJEn5CCJMk4SeEMEkSfkIIkyThJ4QwSRJ+QgiTJOEnhDBJEn5CCJMk4SeEMEkSfkIIkyThJ4QwSRJ+QgiTJOEnhDBJEn5CCJMk4SeEMEnyDA8hTJBGoyEqKgqA6dOnG/VRrMYie35CCJPUdB7Z1AiVlBm7AsOyufxpikuv/KDtxizY0waAM6lFRq7EcMpKNbr/n7xYiKVVqRGrMay2/vY1aid7fkIIkyThJ4QwSRJ+QgiTJOEnhDBJEn5CCJMk4SeEMEkSfkIIkyThJ4QwSRJ+QgiTJOEnhDBJEn5CCJMk4SeEMEkSfkIIkyThJ4QwSRJ+QgiTJPfzq6E5c+awY8cOjh07RlpaGiUlJfj4+NCvXz9eeeUV2rdvb+wSm7SSkmIO7dvN3p1biTl6mLTUFMzNzfHzb06v2wcyavRj2NrZGbvMm7Li1584cTSa+Liz5OZko9GocXVzp13HSEY9NI6gkDBjl3hTZrw4mZgjB6ud/+YHX9C5W68GrEifhF8Nvf/++xQWFtKhQwdd0MXExPDTTz+xZMkSli1bxvDhw41cZdO15Z91fP7hOwA0Cwqme6/bKSos4MTxIyya9w1bN/zFR1/Ow8XV3ciV1t5vi+ajLi4mKCSMoGBt0CXGx7L57zVs3/g302fNplvPvkau8uZ17zsQW9vKf5jcPbyMUM1VEn41tHLlSiIjI7GxsdGb/vXXXzNlyhQmTZrEhQsXsLSUb2l9sLC05K4R9zHywUdpHhSsm56Vkc5brz5L7JlTzP38Y157+wMjVnlz3nz/U0JbhmOtUulNX7P8N779NIovPnqXBUv/wqKRfrbGP/UiXj5+xi6jEunzq6FevXpVCj6AZ555hpCQEFJTUzlx4oQRKjMNd941gudffUsv+ADcPDyZMu11AHZu20hpaeO7HXub9h0rBR/AsHsfxNe/GTlZmSQmxBmhsqZNws8ArKysAEzyCVi3ghahLQEo1WjIz80xbjEGZmGh3duztLQyciVNT+Pcj76F/PTTT5w+fZqwsDDCwhpnx3Rjd+niBQAsLS1xcHI2cjWGs+nv1SQnxeMX0By/gObGLuembVi7gvy8XMzNzPBrFki3Xrfj6e1r7LIk/Grr448/JiYmhsLCQk6ePElMTAx+fn4sXrwYCwsLY5dnklb+/gsAkbf1atR738sWLyThfCzqkmKSEs6TeD4WNw9PXpkZ1ag/W0sXfa/3euG3n3L/2Mk8OHaykSrSkvCrpb///puNGzfqXgcGBvLjjz8SGRlpxKpM177d2/l79XIsLS15bNIUY5dTJ4f27eLIwX26114+vrz4+nuEtmpjxKpuXpsOnblj6EhatY3A1d2DzLRUdm3bwNJF81jywzfY2dkz/L6HjVafmaIoitHW3ojl5ORw7Ngx3n33XTZs2MCsWbN44403qmyrVqtRq9V601QqFYpF5U7uxqyhn9ublHCeaU89RkF+Hk8+/yojH3ykXtbT0M/tLcjPJyHuLEsW/o/oA3t5dNIURj82yaDrKCvV8Pu8zwEYOe55LK0abo85ev9u3n1tCvYOjnz/+9+oVJVPJNaFPLe3nrm4uNCnTx/Wrl1LZGQkM2bMYP/+/VW2jYqKwtnZWe8rKiqqgStuWjLSU3nzpWcoyM9j1Oix9RZ8xuDg6EjbiM7M/OgLQluF8/O8rzlzMsbYZRlMx649CGnVhsKCfM6ePG60OiT86sjKyorRo0ejKAqrVq2qss306dPJzc3V+5o+fXoDV9p05Ofl8saLT5F26SJ3Dr2HSc++ZOyS6oWlpRV9BgxGURT27dpq7HIMys9fewInOzPDaDVIn58BeHh4AJCenl7lfJVKhaqKcVwlZfVaVpNUXFTEjJeeITE+jl79BjL1tZmYmZkZu6x64+TsAkBeTrZxCzGwgoI8AFQ2tkarwSDhV1RUxIEDB0hJSanUt3Wtxx57zBCru+Vs3ar9qxwSEmLkSpo2jUbDO9OncvrkcSK79eS1tz9s1GdBa+JYtPbaWB+/ZkauxHByc7I5efQwAMEtWxutjjqH31tvvcWnn35KUVH1ncGKomBmZtZow2/nzp3k5+czaNAgzM2v9hSUlpby7bff8tNPP2Fra8vo0aONWGXTVl5ezodvv8aRg/toF9GZN9+foxtc3pidOBZNcVEhnbr20PtslZWVsm7lUrasX4O1yoY+AwYZscraO3X8CLk5WXTp0VfvD1TapYt89v6blJQU07VnPzw8vY1WY53C76OPPmLWrFlYWFgwbNgwWrZsiaOjo6Fqu2WcPXuWCRMm4OHhQWRkJO7u7mRkZHDs2DFSUlKwsbFhwYIFNGvWdP4632pW/bGEXds2AdpDwa9mv19lu0lTpuHs4tqQpdXJxQuJfB41EydnF0JbtcHRyZm83BwS4s6SlZmBtbWKF6a/g6e3j7FLrZWLFxL48qO3cXHzIDisNfYOjqSnphB35iQajZpmQSE8/dIMo9ZYp/D77rvvsLW1Zfv27XTu3NlQNd1y+vXrx+uvv87WrVs5evQoGRkZWFtbExQUxP3338/zzz9PaGioscts0gry83T/vxKCVXn08acaVfi1i4jkgbETOR59kPjYM+Tl5mBpZYWXjx89b7+Du+8b0yiv7mgZ3o7BIx7g7MljnDsdQ2F+PiobG4JCW9Kz350MHnG/wYe41FadxvnZ2NgwYMAA1q5da8iaTEZTO+HR0OP8GkpDj/NrCMYc51ffGmScn4+PD/b2NVuREELcSuoUfg899BBbtmyhsLDQUPUIIUSDqFP4vf3224SHhzNixAjOnTtnqJqEEKLe1eqEx4ABAypNq6ioYMuWLYSHhxMYGEhAQIDeKfsrzMzM9G4IIIQQxlSr8NuyZUu188rLy4mLiyMuruo7zjblUfhCiManVuF3/vz5+qpDCCEaVK3CLzAwsL7qEEKIBiV3dRFCmKQ6hd+mTZsYNWoU27dvr7bNtm3bGDVqFNu2bavLqoQQwqDqFH5z587ln3/+oWPHjtW26dixI+vXr+fbb7+ty6qEEMKg6hR++/bto1OnTte9mYGTkxOdO3dm7969dVmVEEIYVJ3C79KlSzW6k0mzZs1ISUmpy6qEEMKg6hR+9vb2pKam3rBdWloaNjbGvYODEEJcq07h16lTJ3bu3EliYmK1bRITE9m+fTsRERF1WZUQQhhUncLv8ccfR61WM3z4cA4cOFBp/oEDB7j77rspLS3l8ccfr8uqhBDCoOp0M9MxY8awfPlyli5dym233UZERITuORaxsbEcOXIERVG49957GTt2rEEKFkIIQ6jzMzyWLFnC+++/z5w5c4iOjiY6Olo3z8XFhRdffJHXX3+9rqsRQgiDqnP4mZub8+abb/Laa69x4MABkpKSAO0Z3sjISKytm84dYoUQTUedws/NzY327duzdetWrKys6NGjBz169DBUbU2eTRN9avKV2743NS297YxdgsFoNFc/fOF+9ia5k1KnEx5lZWUEBAQYqhYhhGgwddr3aNu2LcnJyYaqxeRcyK7+Ae+NUYCrCmi6D2Zqag8wuuL0pUIsrUqNWI1hhfs2wAOMnnvuOXbs2MGOHTvqshghhGhwddrz6927N5MmTWLw4MFMmjSJu+++m+bNm1d7NUfz5o3v+aNCiKapTuEXFBSEmZkZiqLw5Zdf8uWXX1bb1szMjLKyJnY8JIRotOoUfn379pVncwghGqU6hd/1HmgkhBC3MrmNvRDCJEn4CSFMkkGuMSgqKmLz5s2cPXuW/Px8FEWp1MbMzIwZM2YYYnVCCFFndQ6/BQsW8OKLL5KXl6ebpiiK3omQK68l/IQQt4o6HfZu2LCBiRMnYmZmxuuvv667rnfu3Lm88sorhIaGoigKzz77LPPnzzdIwUIIYQh1Cr/Zs2djZmbG5s2bee+99wgLCwNg8uTJfPDBB8TExPDCCy8wf/58IiMjDVKwEEIYQp3Cb//+/XTv3r3aW9RbWlryySef4OXlxcyZM+uyKiGEMKg6hV9BQYHeJWsqlfbC9vz8/KsrMDfntttuu+6DzYUQoqHVKfx8fHzIysrSvfb19QXgzJkzeu2ysrIoLi6uy6qEEMKg6hR+rVu35uzZs7rXPXv2RFEUPvroI91wl127drFp0yZatWpVt0qFEMKA6hR+w4YN4/z58+zbtw+AgQMH0qFDB5YuXYq/vz+RkZH079+fiooKXnjhBUPUK4QQBlGncX6PPfYYLVu2xMvLC9D2761Zs4aJEyeyYcMGLl26hLOzM6+++iqPPvqoQQq+FWRmZhIeHk56ejohISGcO3fO2CXpOXPqBAf37eZUzHFOnThGRnoaABv3HDVyZaIqK379iRNHo4mPO0tuTjYajRpXN3fadYxk1EPjCAoJM3aJdZaXm8Nz4+4jNycbH78Avv3lT2OXVLfwc3Z2ZvDgwXrT/P39+euvvygqKiI3NxcvLy8sLCzqVOSt5qWXXiIjI8PYZVTrp/lz2bVts7HLEDX026L5qIuLCQoJIyhYG3SJ8bFs/nsN2zf+zfRZs+nWs6+Rq6ybH77+lLzcHGOXoeemwm/t2rWsWLGCpKQkVCoVHTp0YMKECbRo0ULXxs7ODju7pvPAlys2btzIwoULeeKJJ/jf//5n7HKq1KZdBMGhLWkV3pbWbdrx8L1DKNVobvxGYRRvvv8poS3Dsb48WuKKNct/49tPo/jio3dZsPQvLCwb5xOvjhzcy+a/VzHo7lGsX7XM2OXo1Pq7+cgjj7BkyRIA3UmNVatW8cknn7BkyRJGjBhh2ApvIcXFxTz55JO0adOGl19++ZYNvzGPPW7sEkQttGnfscrpw+59kJW/LSIlOYnEhDhahLRs2MIMQK0u4ZvZ/6FZUDAjRz/WeMNv3rx5LF68GEtLS8aOHUunTp3Iz89n9erV7N69m8cee4yEhAScnZ3rq16jeuedd4iLi9M9qlOI+mZhof0VtbRsnJ+3Xxf8j9SUZGZ9/p1uW24VtTrbu3DhQszNzVm3bh3z5s3j2WefZfr06ezcuZNx48aRn5/PsmW3TrIb0tGjR5k9ezYTJkygT58+xi5HmIBNf68mOSkev4Dm+AU0vuffxMeeYeVvixhw1wjaduhs7HIqqVUUHzt2jO7duzNw4MBK815//XUWLlzIsWPHDFbcraKiooJJkybh4uLCRx99ZOxyRBO1bPFCEs7Hoi4pJinhPInnY3Hz8OSVmVGN7qRhRUUFX338HvYODox7cqqxy6lSrcIvLy+PkJCQKuddmX7tra2aii+++IL9+/fzww8/4O7ubuxyRBN1aN8ujhzcp3vt5ePLi6+/R2irNkas6uasWbaEs6dieO61t3FydjF2OVWqVfgpilLtXyBzc+0RdEVFRd2ruoUkJiby5ptv0q9fP8aPH39Ty1Cr1ajV+g8oV/3rzJ4Qsz6dC0BBfj4JcWdZsvB/TH9+Eo9OmsLoxyYZubqaS09N4ed5X9M2IpKBd926J0DlNvY3MGXKFDQaDd9+++1NLyMqKgpnZ2e9r6ioKANWKZoSB0dH2kZ0ZuZHXxDaKpyf533NmZMxxi6rxuZ+9gFlZaU8Pe11Y5dyXWZKVfecr4a5uflNP6qysT6318zMDBcXl0q37SopKWHv3r3Y2Nhw2223AbBkyRJ8fHwqLaO6Pb/0ovqr+1pD+nahVKOp9ys8Aly1e7Mlje/HfF02l4+PzqQ20A/sGssWL+SHbz5j9LjJPDrxGYMtt6xUw+/zPgdg1ITnsbSyNtiyR97eGXsHR4L+NTSnVKPmzMnjWFurCAtvB8DLb0Xh6u5hsHUDhPva16hdrc891yIrDfK+W0FOTg5bt26tcl5JSYluXklJSZVtVCpV1Ye5RerK04S4xpX+srycbOMWUkuFBfnEHDlY5TyNRq2bpzHi4PtahV9T68+riepCOz4+nhYtWtyS1/aKpuNYtDYkfPyaGbmSmlux5VCV01NTLvLkmOG3zLW90ucnhBGdOBbNwb07K+1YlJWVsuqPxWxZvwZrlQ19BgwyUoVN16015FoYxJ6d21g0f67udVlpKQDPTnxEN+3Rx5+ke6/GfbF8U3DxQiKfR83EydmF0FZtcHRyJi83h4S4s2RlZmBtreKF6e/g6V25L1nUjYRfE5STnc3JmMqDza+dlpPduPqQmqp2EZE8MHYix6MPEh97hrzcHCytrPDy8aPn7Xdw931jGuXVHY1Brc72CsO6kN20TnjI2d7Goz7P9hpbTc/2Sp+fEMIkSfgJIUyShJ8QwiRJ+AkhTJKEnxDCJEn4CSFMkoSfEMIkSfgJIUyShJ8QwiRJ+AkhTJKEnxDCJEn4CSFMkoSfEMIkSfgJIUyShJ8QwiRJ+AkhTJKEnxDCJEn4CSFMkjzDw4iu3Pa9qbFpop+qlt52xi7BYDSaqz+kVj72WFs3ndvY15Ts+QkhTFIT/RvdODTVB/001e2KSS40biEGVFaq0f3/5MVCLK1KjViNYbX1lwcYCSFEtST8hBAmScJPCGGSJPyEECZJwk8IYZIk/IQQJknCTwhhkiT8hBAmScJPCGGSJPyEECZJwk8IYZIk/IQQJknCTwhhkiT8hBAmScJPCGGSJPyEECZJbmZaQ7fffjtbt26tdv66desYMmRIA1YkmooZL04m5sjBaue/+cEXdO7WqwErMoxbfbsk/Grpvvvuw8HBodJ0f39/I1QjmpLufQdia1v5OSHuHl5GqMZwbtXtkvCrpU8++YSgoCBjlyGaoPFPvYiXj5+xyzC4W3W7pM9PCGGSJPyEECZJDntrad68eWRmZmJubk7Lli0ZOXIkzZs3N3ZZognYsHYF+Xm5mJuZ4dcskG69bsfT29fYZdXZrbpdEn61NGvWLL3XL7/8MjNmzGDGjBlGqkg0FUsXfa/3euG3n3L/2Mk8OHaykSoyjFt1uyT8aqhv375MmjSJnj174uvrS1JSEkuXLmXWrFm89dZbODk5MXXqVGOXKRqhNh06c8fQkbRqG4GruweZaans2raBpYvmseSHb7Czs2f4fQ8bu8xau9W3y0xRFMVoa28C1q9fz+DBg3FxceHixYvY2tpWaqNWq1Gr1XrTVCoVioWqocpsEPLQcsOK3r+bd1+bgr2DI9///jcqlY3Bll1WqmHFwv8CMHLc81haWRts2TdSn9sF8tDyBjNo0CC6dOlCTk4Oe/furbJNVFQUzs7Oel9RUVENXKlobDp27UFIqzYUFuRz9uRxY5djMLfKdkn4GUBYWBgAKSkpVc6fPn06ubm5el/Tp09vyBJFI+Xnrz2Zlp2ZYeRKDOtW2C7p8zOA7OxsAOztq97dVqlUqFSVD3Gb2uGhMLyCgjwAVDaVu1Mas1thu2TPr47S09PZvn07AJ07dzZyNaIpyc3J5uTRwwAEt2xt5GoM51bZLgm/Gti1axcrVqygvLxcb3p8fDz33nsvhYWFjBgxgoCAACNVKBqrU8ePsHfH5kqfrbRLF/nwrZcoKSmma89+eHh6G6nCm9MYtksOe2vgzJkzTJgwAR8fHzp37oyLiwsJCQkcPHiQkpIS2rZty3fffWfsMkUjdPFCAl9+9DYubh4Eh7XG3sGR9NQU4s6cRKNR0ywohKdfanxjSBvDdkn41cBtt93G008/zd69e9m/fz/Z2dnY29vTsWNHHnjgAZ5++ukqh7gIcSMtw9sxeMQDnD15jHOnYyjMz0dlY0NQaEt69ruTwSPuN/hQkIbQGLZLxvkZUVM74SHj/BoPY47zq28yzk8IIa5Dwk8IYZIk/IQQJknCTwhhkiT8hBAmScJPCGGSJPyEECZJwk8IYZIk/IQQJknCTwhhkiT8hBAmScJPCGGSJPyEECZJwk8IYZIk/IQQJknCTwhhkiT8hBAmScJPCGGS5BkeRmTTRL/7TXW7anp79MZAo7FixeX/h/vZY23ddG5jX1Oy5yeEMElN9G9049BUH/TTVLfrQrbauIUYUGmpRvf/5Bw1VlZN5zlmAa6qGrWTPT8hhEmS8BNCmCQJPyGESZLwE0KYJAk/IYRJkvATQpgkCT8hhEmS8BNCmCQJPyGESZLwE0KYJAk/IYRJkvATQpgkCT8hhEmS8BNCmCQJPyGESZLwE0KYJLmZaS2lp6fz4YcfsmrVKhITE7G1tSUoKIiBAwfy8ccfG7s80QidOXWCg/t2cyrmOKdOHCMjPQ2AjXuOGrmym9cYtknCrxYOHjzI4MGDyczMpG3bttxzzz3k5eVx4sQJPv30Uwk/cVN+mj+XXds2G7sMg2oM2yThV0Pp6ekMGTKE4uJiVq5cyYgRI/Tm79u3z0iVicauTbsIgkNb0iq8La3btOPhe4dQqtHc+I23sMawTRJ+NTRz5kwyMjL46quvKgUfQLdu3YxQlWgKxjz2uLFLMLjGsE1ywqMGiouLWbRoEfb29kyYMMHY5QghDED2/GrgwIED5Ofn07t3b2xtbVm3bh3//PMPJSUltGzZkgcffBA/Pz9jlymEqAUJvxo4ceIEAF5eXowcOZKVK1fqzX/99deZN28eY8aMMUZ5QoibIIe9NZCdnQ3An3/+yV9//cVXX31FWloa8fHxvPzyyxQXFzNu3Diio6ONW6gQosYk/GqgoqICgLKyMt59912eeeYZPD09CQwM5OOPP+aBBx6gtLS02qEuarWavLw8vS+1uuk8AFuIxkjCrwYcHBx0/6/qhMeVaVu3bq3y/VFRUTg7O+t9RUVF1U+xQogakT6/GggMDATAzs4OT0/PSvODgoIASEtLq/L906dPZ9q0aXrTVCoVimHLFELUgoRfDXTq1AnQDnlRq9WoVCq9+VlZWYD+HuK1VCpVpfcAlJQZuFAhRI3JYW8NNG/enIiICBRFqfLQ9sq0KyEphLj1SfjV0KuvvgrAyy+/TEpKim56dHQ0s2fPBuCpp54ySm1CiNqTw94aevjhh1m/fj0LFy6kTZs29OzZk+LiYnbt2oVarWby5Mk88MADxi5TNEJ7dm5j0fy5utdlpaUAPDvxEd20Rx9/ku69+jZ4bTerMWyThF8t/PDDD/Tq1Yu5c+eyZcsWzMzM6Ny5M08++STjxo0zdnmikcrJzuZkzLFK06+dlnN5rGlj0Ri2yUxRFDnpaCRN7YSHzeU/pU11uy5kN52xmaWlGn78Zg4Ajz09DSsrayNXZDgBrpVPLlZF+vyEECZJwk8IYZIk/IQQJknCTwhhkiT8hBAmScJPCGGSJPyEECZJwk8IYZIk/IQQJknCTwhhkiT8hBAmScJPCGGSJPyEECZJwk8IYZIk/IQQJknCTwhhkiT8hBAmSW5jbyQajQZNE7vjsXmF9t+mul2lpRrjFmJApZefqfHv/zcFGo0Z1tY3vjO13MbeSN555x1jlyBEkzVz5swbtpHDXiGESZI9PyPRaDQM+3avscswqDVP3QbAg/MPGrkSw/rt8UgAmj+51MiVGI6lWQWTA2MB+HxtOmXlRi7IgDJ2zanRYa/0+RmJtbU1FWZN69t/5QNXYd40t6tMaZoHSmXlUNqEwq8mwQdy2CuEMFESfkIIkyThJ4QwSRJ+QgiTJOEnhDBJEn5CCJMk4SeEMEkSfkIIkyThJ4QwSRJ+QgiTJOEnhDBJEn5CCJMk4SeEMEkSfkIIkyThJ4QwSbfcjdfMzMxq1T4wMJD4+Pj6KaaGzMzM6qUOlaU5XZo70yPIjXZ+jng7qihXFC7mlrD9XBa/R1+kpLRC7z2eDtb0aOFKa28HWns70MzVFnMzM6Yti+FIct4N19kr2JXh7Xxo6WWPnZUFOcWlnEkr5PfDFzmekm+wbQvxsKOjvxMtvRwI87THw0F7D7YR/9tf7Xvc7Kx4oJMvnQOc8XCwpkJRSMlVszs+mxVHL1H8r+9FVZ7rG8SdrT0BeG3lSU6mFhhmg6rgam/NrqiheDrZEJeaT7fX1lTZzsXemheGhzO0cwD+bnbkFZey+3Q6c1bFcDwxp1J7czMz7u4SQOdgdzoHu9EhyA17lSWLd5znue/r5wa5kW2a8+K4O+jZKQQPFwcKS9TEnL3IwpV7+OnPPZXa+3u58NrkIQzp1QYvd0eycovYsPsk/5m7joSLmZXa29lYc8/ACLq2C6JL20A6tPJHZW3FrG/X8p+5a+tlm2658Bs3blylaTt27CA2NpaIiAg6duyoN8/Dw6NWy6+voKoPA1t68NLAEAASsorYdT4LO2tL2vo6ML57M/q3dGfashhyiq8+MahPiBtT+rao9brMgJcGhHBXWy+KNeUcS8mnUF2Gl6OKbkEunEkrMGj4je7sR/cg1xq393VS8eE94bjYWpGap2Z/Yg5WFuaEezswJtKfXi3ceHXlSYquc1fO9r6O3NnakwpFwbyWf2RvxrtjOuHuoLpuG29nG1a/cQctvBxIzSlm47EUvJxtGB4ZwOCOfjzy2Xa2xFzSe4+DrSXzpvSqz9L1jBzYkZ8+mIClpQWHTiSy89A5PFwd6NUplF6dQxlwWysmvLFQ175NiC9/ffc8nq6OxCdnsG57DC0CPBg7ojsj+kdw56TPOHYmWW8doc09mT+r8u9+fbrlwm/BggWVpo0fP57Y2FhGjhzJ22+/3eA1GUtZhcLq46n8EZ1CYnaxbrqbnRXv392aMC8HnunTgvfXn9XNS8lTs/TwRU6nFXI6tYDn+rWga6DLDdc1tlsAd7X1YldcFh9tiCVffTVQHVQWONtYGXTbTqUWEJ9ZxNn0Qs6mF/L9mAisLavvhRl/WzNcbK1YE5PKd7sSqbj88AU7KwveHtqS1t4O3NPBm8UHL1b5fisLM57pE0RCVhFFmnLCfRwNuj3/1ifcmzG9W7Bw8znG9Q+ttt2cCV1p4eXAP0cuMvGrnRRptOF9V2d/Fjzbi2+f7E6XV1dTUHL151FWVsGvO88TfT6Lw+ezCPV14stJt9XLdlhYmPPZ9AextLRg/PQF/PrXAd28Vi282Th/Gg8N7coPy3ex7YD2c7jg/fF4ujqyYMUunp21hPJy7R750w/1Y85rD7Dg/fF0ffB9KiquPkEjv0jND8t3cTAmgYMxCQzp046Zzwyvl226Qvr8bmHrT6Xz6eY4veADyCoq5b9bzwPaPT1L86t7MbvPZ/PNjgQ2nckgObeEmjygxcPemjFd/EnNU/PeX2f1gg+gQF1Ocm5JnbfnWsuOXOKXgxfZn5irt+danba+DgD8eugi1/zOUFRazrIjKQCEedpX+/7Rnf3wdVbx9fYEyirq97E1NlYWzB7fhVPJuXz116lq2/m52TG4oz+lZRW88uMBXfABrDuUzPK9iXg42fBwn2C99xVpypny3V6+23CWA7GZqOvxHvStgrzxdnfi9PlLesEHcPp8KkvW7gOgS9tAAHp2DKZ9S38ycwp5+aOluuAD+GbJVnZHx9ImxJehfdvpLev8hQyeefcX5v2xk+hTFyhrgIeKNPrwy8zM5JVXXiEsLAwbGxvc3NwYMmQI69ev12u3YMECXX9iQkICZmZmuq/bb79d1y46OppXX32VyMhIPD09UalUBAcH88wzz3DxYtV7FcYQm1EEgLWlOU42dduBHxTuibWFOWtPpKIpv3G/mTGUlt84sP4d2lcEutpybwcfNpzOqNc+viteGdmWIE8HXl544Lp1RwRqD/sTMwq4kFlUaf6Ok2kA3NXJv34KrQF1ac0ewpyZWwhAp/DmABw+mUhhceXnHG/dr907HN6vg4EqvHmNOvySk5Pp1q0bn3zyCRqNhpEjR9KpUyc2bNjA4MGD+fTTT3VtQ0NDdf2J9vb2jBs3Tvc1ZMgQXbsPPvhA977evXszdOhQFEXhm2++oUuXLrdMAPo6afuSSssryC+p21PCOwU4AxCTkq87qfDC7S2Y3LM5XZu71LVUgzh8IRfQ7sFds6OLnZUFoyJ8AdhwKqPS+8yAKX2DKNSUs2BvUr3X2SbAmWcGt+aXHefZcyb9um3tVNo/WjmFVT80PKtADUBbI/4Mzl/IIDYxnVYtfBg9pIvevFYtvHloaDeycgv5c9MRAOxstSeucvIqhzlA1uWQbN/SeIF+xS3X51cbTz31FHFxcTz88MP88MMPuqc27dixg8GDB/PKK6/Qv39/OnbsSO/evenduzcLFy7Ew8Ojyr5FgCeffJLPP/8cb29v3bSKigpmzZrFzJkzefPNN5k/f35DbN51jeqo/YXfn5BDaR0P4wLdbC//a8fbQ1vhoLr6sXgo0p/oC7m8teY0hRrjPeLrx30XCPWwZ1hbb7o0c+FcRiHWFuaE+zigKa9g9qZYjlVxQmZoWy9aezvw6eY4CtT1W7+ZGXz2eDdyizS882v0Ddtn5Gu7EgI87KqcH+ipPdR3c1Bhr7KksJo92/pUUaEw+a2f+OO/T7EgajzPjx1AbFI6npdPeJw8n8ITby0i+3LYZWRr96yb+7pVubwgf/frzm9IjXbPLy4ujtWrV+Pg4MAXX3yh97i63r1789RTT1FeXs5XX31Vq+X2799fL/gAzM3Neeutt/D39+fPP/80SP110S3QhbvaeFFaXsEPBtibcbwcdk/3DiQuo4gnFx9h+Ld7eXl5DBdzS+gY4MxLA0LqvJ66yCku4/XVpziUlIu3k4pewW50DXTBQWXJqdQCzqVX3tNwt7dibNcAjl7MY/PZysMrDG3yHS3pHOzO278dIbuw8iHfvx2Ky6KktBxvZ1sGtPepNP+h3lfP2jvUsWujLnYfiWPQpM+IS0qnc5vmPDA4ktu7taJCqWDTntOcT766x73j0DkAItsG0jpYf5tsbawYdWdnABztr38WvCE02j2/HTt2ADBkyBDc3Cr/FRk7dixz5sxh+/bttV52ZmYmf/75J8ePHycnJ4fycu0eQ2lpKZmZmWRlZVW5zuqo1WrUarXeNJXq5n74zVxtmD4oDHMzM77ZGU9cRtWHF7VxZdRHvrqc6X+epKRM2+93+EIeM1af4ruHI+gX5k7AHhsu5Bj2xEdNBbnZMmNISyoUhVl/nyUmJR+VpTm9gt14rJs/7XydeG3lSb0TM0/1CsTKwoxvtifUe33+bna8Pqo9O0+lsWTH+Rq9J7+4lB82nuXpIa35clJ3Xl64n+0n0/B2tuH/7m1PS18nXdsKpX5P0lzPg0Mimfv2o+w7Fs+46Qs4EZuCr5czL4wdyAuPDaRvlzD6j5+DprSMswlprNwYzT0DO7L00yeZMmsxB2MSaBHgwccv34e7s/akVEU9n3SqiUYbflf63oKCgqqcf2V6cnJylfOrs3jxYp544gkKCqrvGM/Pz69V+EVFRfHOO+/oTZs5cya4D65VbR721nwwIhwnG0t+P3yRZUcu3fhNNVBcWoGVhTnbzmXqgu+K+KxiTqcWEO7jSAc/J6OEn4WZGa/dEYqbnRUvLT9B3OWTA4WaclYdT8XcDCb2aM7DXfz5eGMsAD1auHJbkCtLDiYb/Ex1VT56LBIrS3NeWlj9IO2qvLf0KH7udtzTtTk/Pt9HN11dWs7rvxzi48e0/Wy5RVX3C9a3kOaefPfuWNKz8hn1/De6kxixiek8958l+Ho6M6xfe8aN7M53v2t3SJ5652fcXOzpExnGX/97XresvIJi3vh8BR+9fB85+cVVrq8hNdrwu5HaXikC2rPA48ePB+Czzz5j2LBh+Pv7Y2ur7RPr2bMnu3fvRqnlX+Hp06czbdo0vWkqlYrt/ztU42U4qiz58J5wfJxsWHcijW93GG5vJjVfjZONJZfy1FXOv5SvJtzHERc7w471q6lW3vb4u9iQkluiC75r7YzLZmKP5rrhMADdLp8k6BjgTFtf/TF9Ldy1fWxP9mpOoaacjWcy2HSmbofFgzv6k1OoYfa4rnrTVVbaniVfV1tW/t8AACZ/s4u0y4GsKatg4le7+K7lWQa098HD0YbkrCKW703gyscs7lI+mjLjnIV/YHAk1laWrN91ssqzt3/8c4hh/drTu3OoLvxy8osZNOlzBvduQ9/IMJwcbDl/IYMla/fT6vKh8InYlAbdjqo02vDz8/MDtIFVlStXcPj71/ys0tq1a9FoNLz88stMnTq10vy4uLjaF4o26G72MBfAxsqcqBGtCXK3Y9u5TOZsir3pZVXlXHohYZ72ONpYVDnf6XKfYLGRTnh42Gv7c6s74VKo0Z4IcLCu/HFu7e1QadoVwR7aQzBDXbniYm9Nr9ZeVc6ztbbUzVNZVf4+7zmTXuns8IM9gwDYeTrNIPXdDH8vF0C711aVvAJtiLs4Vj5p8/eOE/y944TetHH39gDQDYg2pkYbfr179wbgr7/+IicnBxcXF735ixYtAqBPnz56062srCgrq/qsWXZ2NgABAQGV5m3bto3U1NS6ll1rVuZmvDesNeE+juxLyOE/f5/F0N0lu89ncVcbLzr4OVWaZ2Nlrhs8fC6j0LArrqHsy4d8/i422FqZV7qG90p9aQVX91w/33qez7dW3ff2n+GtaO/nZNBrez3GL6lyejMPew5/cvd1r+2tzsSBYQD8uMWwf+xqIzVTez145zbNq5wf2VY7PSEl64bLsrWxYvzInqg1pfy8qn6uQa6NRnu2Nzg4mGHDhpGfn8/UqVMpLb3aJ7J7926++eYbLCwsmDJlit77/Pz8SE1NJScnp9IyW7ZsCWiDs7Dw6i96cnIyTz31VP1syHWYm8EbQ8Lo3MyZo8l5vL32dL1cnbD7fDYJWUW083NiRPurZ7rNzeDp3kE42VoRl1HEsYuGu7a3Nk6lFZBTVIqtlQVP9grUu6LFzc6KST20v4A747KNUl9d+LvZ4eGof1RgY2XBpxO6Ehnizi/b4zh8/sbBUl9WbzkKQJ/IMCY/0FtvXrf2QTz3iPZQfvmGw7rpoc29cLS30Wvr6mTHTx88TnNfNz6at57ktJz6LbwGGu2eH8DcuXPp06cPP/74I1u3bqVHjx6kp6ezZcsWysvLmT17dqUbIYwYMYIvvviCzp0707NnT2xsbGjVqhWvvPIKI0aMoG3bthw4cIDQ0FB69epFSUkJmzdvpmPHjvTs2ZNdu3Y12PaN7OBDnxDtuKjcklKm3l71DQu+3ZFA3uWBzm52VrwzrJVuXnNXbX/l1Ntb6A4b98Zns2j/1RNBFQr85++zzBnVlqm3BzOsrTcXc0sI9bTHz9mG3OJSveuHDaFLM2dGd/bTvba00Abax/eE66b9eugiB5JyKS1X+Gp7PK/dGcKAlh508HPSjfNr7e2AnbUF59IL+SPa+P1ItdWnjTefju9KdHwWyZlF2Fhb0C3MAzcHFRuPpfDKjweqfN9HYyPpcPnGEG6Xh43c2cGXv2bcoWsz5L0Nda4v+tQFPl24gRfH3cF/X3+IJx/sy6m4S/h6OnNbhxZYWJjz/dIdbN57Wvee0Xd14aXxd3DwRCIX03JwcrClV6cQHO1t+HHlHqK++6vKdf06ezI+HtqjD19P7cD7Cff2YFBP7WfiUkYeo1/6rs7bdEWjDj9/f3/2799PVFQUK1asYNmyZdjZ2TFw4EBeeuklBg0aVOk9UVFRKIrCypUr+fXXXykrK6Nfv3688sorWFtbs337dt544w3WrVvH6tWr8ff357nnnuOtt95i6NChDbp91w42vhKCVVm494Iu/KwszGlTxUX7gW5X+2SSsiv338RmFPHkkqOM6xZAZHMXAt1syS4qZU1MKov2XyAt/8bj1mrDydaSVlX0x107zcn26vbvTcjh5eUnGdnBh7a+jkQ2c6asQiElt4Qdcdn8eewSmhpcAnerORKfxaoDSUSGuNOuuQuasgpOJOWyeEccv2yvfshMK39nuoTo39HIw8kGDyebat5x817/bAV7jsQx6f4+dApvRstAb/KLSth+8Cw/LN/Fb38d1Gu/Zf9pIlr50ym8OV3bBVJQpGHPkfN8v3Q7f24+Wu16IloHEOin/zn393bF31sb8lXdCqsuzJTanroUBjPwi93GLsGgNj6n7cy+3j35GqM/n9Cewa2uX68xsjSr4Okg7d787FXp1OO9ERpc8eEva9Su0fb5CSFEXUj4CSFMkoSfEMIkSfgJIUyShJ8QwiRJ+AkhTJKEnxDCJEn4CSFMkoSfEMIkSfgJIUyShJ8QwiRJ+AkhTJKEnxDCJEn4CSFMkoSfEMIkSfgJIUyShJ8QwiRJ+AkhTJLcxl4IE6TRaIiKigJg+vTpWFtbG7mihifhJ4QwSXLYK4QwSRJ+QgiTJOEnhDBJEn5CCJMk4SeEMEkSfkIIkyThJ4QwSRJ+QgiTJOEnhDBJ/w9N5uE2kVScBAAAAABJRU5ErkJggg==",
-      "text/plain": [
-       "<Figure size 280x560 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 210x560 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 560x560 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 280x560 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 210x280 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 280x280 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 210x280 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 560x280 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 560x280 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "# Multivariate analysis<a id='7ba9343e-0af4-40c1-86ef-14794ac13dee'>\n",
-       "---"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Principal Component Analysis<a id='e487008d-d320-41b5-bd3e-5fa138909cdc'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "### First vs second principal component"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
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-          "PassengerId: 1</br>Survived: 0</br>Pclass: 3</br>Name: Braund, Mr. Owen Harris</br>Sex: male</br>Age: 22.0</br>SibSp: 1</br>Parch: 0</br>Ticket: A/5 21171</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 5</br>Survived: 0</br>Pclass: 3</br>Name: Allen, Mr. William Henry</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 373450</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 7</br>Survived: 0</br>Pclass: 1</br>Name: McCarthy, Mr. Timothy J</br>Sex: male</br>Age: 54.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 17463</br>Fare: 51.8625</br>Cabin: E46</br>Embarked: S",
-          "PassengerId: 8</br>Survived: 0</br>Pclass: 3</br>Name: Palsson, Master. Gosta Leonard</br>Sex: male</br>Age: 2.0</br>SibSp: 3</br>Parch: 1</br>Ticket: 349909</br>Fare: 21.075</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 13</br>Survived: 0</br>Pclass: 3</br>Name: Saundercock, Mr. William Henry</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5. 2151</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 14</br>Survived: 0</br>Pclass: 3</br>Name: Andersson, Mr. Anders Johan</br>Sex: male</br>Age: 39.0</br>SibSp: 1</br>Parch: 5</br>Ticket: 347082</br>Fare: 31.275</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 15</br>Survived: 0</br>Pclass: 3</br>Name: Vestrom, Miss. Hulda Amanda Adolfina</br>Sex: female</br>Age: 14.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350406</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 17</br>Survived: 0</br>Pclass: 3</br>Name: Rice, Master. Eugene</br>Sex: male</br>Age: 2.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 382652</br>Fare: 29.125</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 19</br>Survived: 0</br>Pclass: 3</br>Name: Vander Planke, Mrs. Julius (Emelia Maria Vandemoortele)</br>Sex: female</br>Age: 31.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 345763</br>Fare: 18.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 21</br>Survived: 0</br>Pclass: 2</br>Name: Fynney, Mr. Joseph J</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 239865</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 25</br>Survived: 0</br>Pclass: 3</br>Name: Palsson, Miss. Torborg Danira</br>Sex: female</br>Age: 8.0</br>SibSp: 3</br>Parch: 1</br>Ticket: 349909</br>Fare: 21.075</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 28</br>Survived: 0</br>Pclass: 1</br>Name: Fortune, Mr. Charles Alexander</br>Sex: male</br>Age: 19.0</br>SibSp: 3</br>Parch: 2</br>Ticket: 19950</br>Fare: 263.0</br>Cabin: C23 C25 C27</br>Embarked: S",
-          "PassengerId: 31</br>Survived: 0</br>Pclass: 1</br>Name: Uruchurtu, Don. Manuel E</br>Sex: male</br>Age: 40.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17601</br>Fare: 27.7208</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 34</br>Survived: 0</br>Pclass: 2</br>Name: Wheadon, Mr. Edward H</br>Sex: male</br>Age: 66.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 24579</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 35</br>Survived: 0</br>Pclass: 1</br>Name: Meyer, Mr. Edgar Joseph</br>Sex: male</br>Age: 28.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17604</br>Fare: 82.1708</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 36</br>Survived: 0</br>Pclass: 1</br>Name: Holverson, Mr. Alexander Oskar</br>Sex: male</br>Age: 42.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113789</br>Fare: 52.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 38</br>Survived: 0</br>Pclass: 3</br>Name: Cann, Mr. Ernest Charles</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A./5. 2152</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 39</br>Survived: 0</br>Pclass: 3</br>Name: Vander Planke, Miss. Augusta Maria</br>Sex: female</br>Age: 18.0</br>SibSp: 2</br>Parch: 0</br>Ticket: 345764</br>Fare: 18.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 41</br>Survived: 0</br>Pclass: 3</br>Name: Ahlin, Mrs. Johan (Johanna Persdotter Larsson)</br>Sex: female</br>Age: 40.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 7546</br>Fare: 9.475</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 42</br>Survived: 0</br>Pclass: 2</br>Name: Turpin, Mrs. William John Robert (Dorothy Ann Wonnacott)</br>Sex: female</br>Age: 27.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 11668</br>Fare: 21.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 50</br>Survived: 0</br>Pclass: 3</br>Name: Arnold-Franchi, Mrs. Josef (Josefine Franchi)</br>Sex: female</br>Age: 18.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 349237</br>Fare: 17.8</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 51</br>Survived: 0</br>Pclass: 3</br>Name: Panula, Master. Juha Niilo</br>Sex: male</br>Age: 7.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 3101295</br>Fare: 39.6875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 52</br>Survived: 0</br>Pclass: 3</br>Name: Nosworthy, Mr. Richard Cater</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/4. 39886</br>Fare: 7.8</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 55</br>Survived: 0</br>Pclass: 1</br>Name: Ostby, Mr. Engelhart Cornelius</br>Sex: male</br>Age: 65.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 113509</br>Fare: 61.9792</br>Cabin: B30</br>Embarked: C",
-          "PassengerId: 58</br>Survived: 0</br>Pclass: 3</br>Name: Novel, Mr. Mansouer</br>Sex: male</br>Age: 28.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 2697</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 60</br>Survived: 0</br>Pclass: 3</br>Name: Goodwin, Master. William Frederick</br>Sex: male</br>Age: 11.0</br>SibSp: 5</br>Parch: 2</br>Ticket: CA 2144</br>Fare: 46.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 61</br>Survived: 0</br>Pclass: 3</br>Name: Sirayanian, Mr. Orsen</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2669</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 63</br>Survived: 0</br>Pclass: 1</br>Name: Harris, Mr. Henry Birkhardt</br>Sex: male</br>Age: 45.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 36973</br>Fare: 83.475</br>Cabin: C83</br>Embarked: S",
-          "PassengerId: 64</br>Survived: 0</br>Pclass: 3</br>Name: Skoog, Master. Harald</br>Sex: male</br>Age: 4.0</br>SibSp: 3</br>Parch: 2</br>Ticket: 347088</br>Fare: 27.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 68</br>Survived: 0</br>Pclass: 3</br>Name: Crease, Mr. Ernest James</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: S.P. 3464</br>Fare: 8.1583</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 70</br>Survived: 0</br>Pclass: 3</br>Name: Kink, Mr. Vincenz</br>Sex: male</br>Age: 26.0</br>SibSp: 2</br>Parch: 0</br>Ticket: 315151</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 71</br>Survived: 0</br>Pclass: 2</br>Name: Jenkin, Mr. Stephen Curnow</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 33111</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 72</br>Survived: 0</br>Pclass: 3</br>Name: Goodwin, Miss. Lillian Amy</br>Sex: female</br>Age: 16.0</br>SibSp: 5</br>Parch: 2</br>Ticket: CA 2144</br>Fare: 46.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 73</br>Survived: 0</br>Pclass: 2</br>Name: Hood, Mr. Ambrose Jr</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: S.O.C. 14879</br>Fare: 73.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 74</br>Survived: 0</br>Pclass: 3</br>Name: Chronopoulos, Mr. Apostolos</br>Sex: male</br>Age: 26.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2680</br>Fare: 14.4542</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 76</br>Survived: 0</br>Pclass: 3</br>Name: Moen, Mr. Sigurd Hansen</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 348123</br>Fare: 7.65</br>Cabin: F G73</br>Embarked: S",
-          "PassengerId: 81</br>Survived: 0</br>Pclass: 3</br>Name: Waelens, Mr. Achille</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345767</br>Fare: 9.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 84</br>Survived: 0</br>Pclass: 1</br>Name: Carrau, Mr. Francisco M</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113059</br>Fare: 47.1</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 87</br>Survived: 0</br>Pclass: 3</br>Name: Ford, Mr. William Neal</br>Sex: male</br>Age: 16.0</br>SibSp: 1</br>Parch: 3</br>Ticket: W./C. 6608</br>Fare: 34.375</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 90</br>Survived: 0</br>Pclass: 3</br>Name: Celotti, Mr. Francesco</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 343275</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 91</br>Survived: 0</br>Pclass: 3</br>Name: Christmann, Mr. Emil</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 343276</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 92</br>Survived: 0</br>Pclass: 3</br>Name: Andreasson, Mr. Paul Edvin</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347466</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 93</br>Survived: 0</br>Pclass: 1</br>Name: Chaffee, Mr. Herbert Fuller</br>Sex: male</br>Age: 46.0</br>SibSp: 1</br>Parch: 0</br>Ticket: W.E.P. 5734</br>Fare: 61.175</br>Cabin: E31</br>Embarked: S",
-          "PassengerId: 94</br>Survived: 0</br>Pclass: 3</br>Name: Dean, Mr. Bertram Frank</br>Sex: male</br>Age: 26.0</br>SibSp: 1</br>Parch: 2</br>Ticket: C.A. 2315</br>Fare: 20.575</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 95</br>Survived: 0</br>Pclass: 3</br>Name: Coxon, Mr. Daniel</br>Sex: male</br>Age: 59.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 364500</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 97</br>Survived: 0</br>Pclass: 1</br>Name: Goldschmidt, Mr. George B</br>Sex: male</br>Age: 71.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17754</br>Fare: 34.6542</br>Cabin: A5</br>Embarked: C",
-          "PassengerId: 100</br>Survived: 0</br>Pclass: 2</br>Name: Kantor, Mr. Sinai</br>Sex: male</br>Age: 34.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 244367</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 101</br>Survived: 0</br>Pclass: 3</br>Name: Petranec, Miss. Matilda</br>Sex: female</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349245</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 103</br>Survived: 0</br>Pclass: 1</br>Name: White, Mr. Richard Frasar</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 35281</br>Fare: 77.2875</br>Cabin: D26</br>Embarked: S",
-          "PassengerId: 104</br>Survived: 0</br>Pclass: 3</br>Name: Johansson, Mr. Gustaf Joel</br>Sex: male</br>Age: 33.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 7540</br>Fare: 8.6542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 105</br>Survived: 0</br>Pclass: 3</br>Name: Gustafsson, Mr. Anders Vilhelm</br>Sex: male</br>Age: 37.0</br>SibSp: 2</br>Parch: 0</br>Ticket: 3101276</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 106</br>Survived: 0</br>Pclass: 3</br>Name: Mionoff, Mr. Stoytcho</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349207</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 109</br>Survived: 0</br>Pclass: 3</br>Name: Rekic, Mr. Tido</br>Sex: male</br>Age: 38.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349249</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 111</br>Survived: 0</br>Pclass: 1</br>Name: Porter, Mr. Walter Chamberlain</br>Sex: male</br>Age: 47.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 110465</br>Fare: 52.0</br>Cabin: C110</br>Embarked: S",
-          "PassengerId: 112</br>Survived: 0</br>Pclass: 3</br>Name: Zabour, Miss. Hileni</br>Sex: female</br>Age: 14.5</br>SibSp: 1</br>Parch: 0</br>Ticket: 2665</br>Fare: 14.4542</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 113</br>Survived: 0</br>Pclass: 3</br>Name: Barton, Mr. David John</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 324669</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 114</br>Survived: 0</br>Pclass: 3</br>Name: Jussila, Miss. Katriina</br>Sex: female</br>Age: 20.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 4136</br>Fare: 9.825</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 115</br>Survived: 0</br>Pclass: 3</br>Name: Attalah, Miss. Malake</br>Sex: female</br>Age: 17.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2627</br>Fare: 14.4583</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 116</br>Survived: 0</br>Pclass: 3</br>Name: Pekoniemi, Mr. Edvard</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101294</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 117</br>Survived: 0</br>Pclass: 3</br>Name: Connors, Mr. Patrick</br>Sex: male</br>Age: 70.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 370369</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 118</br>Survived: 0</br>Pclass: 2</br>Name: Turpin, Mr. William John Robert</br>Sex: male</br>Age: 29.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 11668</br>Fare: 21.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 119</br>Survived: 0</br>Pclass: 1</br>Name: Baxter, Mr. Quigg Edmond</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17558</br>Fare: 247.5208</br>Cabin: B58 B60</br>Embarked: C",
-          "PassengerId: 120</br>Survived: 0</br>Pclass: 3</br>Name: Andersson, Miss. Ellis Anna Maria</br>Sex: female</br>Age: 2.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 347082</br>Fare: 31.275</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 121</br>Survived: 0</br>Pclass: 2</br>Name: Hickman, Mr. Stanley George</br>Sex: male</br>Age: 21.0</br>SibSp: 2</br>Parch: 0</br>Ticket: S.O.C. 14879</br>Fare: 73.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 123</br>Survived: 0</br>Pclass: 2</br>Name: Nasser, Mr. Nicholas</br>Sex: male</br>Age: 32.5</br>SibSp: 1</br>Parch: 0</br>Ticket: 237736</br>Fare: 30.0708</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 125</br>Survived: 0</br>Pclass: 1</br>Name: White, Mr. Percival Wayland</br>Sex: male</br>Age: 54.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 35281</br>Fare: 77.2875</br>Cabin: D26</br>Embarked: S",
-          "PassengerId: 130</br>Survived: 0</br>Pclass: 3</br>Name: Ekstrom, Mr. Johan</br>Sex: male</br>Age: 45.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347061</br>Fare: 6.975</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 131</br>Survived: 0</br>Pclass: 3</br>Name: Drazenoic, Mr. Jozef</br>Sex: male</br>Age: 33.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349241</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 132</br>Survived: 0</br>Pclass: 3</br>Name: Coelho, Mr. Domingos Fernandeo</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O.Q. 3101307</br>Fare: 7.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 133</br>Survived: 0</br>Pclass: 3</br>Name: Robins, Mrs. Alexander A (Grace Charity Laury)</br>Sex: female</br>Age: 47.0</br>SibSp: 1</br>Parch: 0</br>Ticket: A/5. 3337</br>Fare: 14.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 135</br>Survived: 0</br>Pclass: 2</br>Name: Sobey, Mr. Samuel James Hayden</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 29178</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 136</br>Survived: 0</br>Pclass: 2</br>Name: Richard, Mr. Emile</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SC/PARIS 2133</br>Fare: 15.0458</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 138</br>Survived: 0</br>Pclass: 1</br>Name: Futrelle, Mr. Jacques Heath</br>Sex: male</br>Age: 37.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113803</br>Fare: 53.1</br>Cabin: C123</br>Embarked: S",
-          "PassengerId: 139</br>Survived: 0</br>Pclass: 3</br>Name: Osen, Mr. Olaf Elon</br>Sex: male</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 7534</br>Fare: 9.2167</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 140</br>Survived: 0</br>Pclass: 1</br>Name: Giglio, Mr. Victor</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17593</br>Fare: 79.2</br>Cabin: B86</br>Embarked: C",
-          "PassengerId: 144</br>Survived: 0</br>Pclass: 3</br>Name: Burke, Mr. Jeremiah</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 365222</br>Fare: 6.75</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 145</br>Survived: 0</br>Pclass: 2</br>Name: Andrew, Mr. Edgardo Samuel</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 231945</br>Fare: 11.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 146</br>Survived: 0</br>Pclass: 2</br>Name: Nicholls, Mr. Joseph Charles</br>Sex: male</br>Age: 19.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 33112</br>Fare: 36.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 148</br>Survived: 0</br>Pclass: 3</br>Name: Ford, Miss. Robina Maggie \"Ruby\"</br>Sex: female</br>Age: 9.0</br>SibSp: 2</br>Parch: 2</br>Ticket: W./C. 6608</br>Fare: 34.375</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 149</br>Survived: 0</br>Pclass: 2</br>Name: Navratil, Mr. Michel (\"Louis M Hoffman\")</br>Sex: male</br>Age: 36.5</br>SibSp: 0</br>Parch: 2</br>Ticket: 230080</br>Fare: 26.0</br>Cabin: F2</br>Embarked: S",
-          "PassengerId: 150</br>Survived: 0</br>Pclass: 2</br>Name: Byles, Rev. Thomas Roussel Davids</br>Sex: male</br>Age: 42.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 244310</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 151</br>Survived: 0</br>Pclass: 2</br>Name: Bateman, Rev. Robert James</br>Sex: male</br>Age: 51.0</br>SibSp: 0</br>Parch: 0</br>Ticket: S.O.P. 1166</br>Fare: 12.525</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 153</br>Survived: 0</br>Pclass: 3</br>Name: Meo, Mr. Alfonzo</br>Sex: male</br>Age: 55.5</br>SibSp: 0</br>Parch: 0</br>Ticket: A.5. 11206</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 154</br>Survived: 0</br>Pclass: 3</br>Name: van Billiard, Mr. Austin Blyler</br>Sex: male</br>Age: 40.5</br>SibSp: 0</br>Parch: 2</br>Ticket: A/5. 851</br>Fare: 14.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 156</br>Survived: 0</br>Pclass: 1</br>Name: Williams, Mr. Charles Duane</br>Sex: male</br>Age: 51.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17597</br>Fare: 61.3792</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 158</br>Survived: 0</br>Pclass: 3</br>Name: Corn, Mr. Harry</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/OQ 392090</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 161</br>Survived: 0</br>Pclass: 3</br>Name: Cribb, Mr. John Hatfield</br>Sex: male</br>Age: 44.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 371362</br>Fare: 16.1</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 163</br>Survived: 0</br>Pclass: 3</br>Name: Bengtsson, Mr. John Viktor</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347068</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 164</br>Survived: 0</br>Pclass: 3</br>Name: Calic, Mr. Jovo</br>Sex: male</br>Age: 17.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315093</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 165</br>Survived: 0</br>Pclass: 3</br>Name: Panula, Master. Eino Viljami</br>Sex: male</br>Age: 1.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 3101295</br>Fare: 39.6875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 168</br>Survived: 0</br>Pclass: 3</br>Name: Skoog, Mrs. William (Anna Bernhardina Karlsson)</br>Sex: female</br>Age: 45.0</br>SibSp: 1</br>Parch: 4</br>Ticket: 347088</br>Fare: 27.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 170</br>Survived: 0</br>Pclass: 3</br>Name: Ling, Mr. Lee</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 1601</br>Fare: 56.4958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 171</br>Survived: 0</br>Pclass: 1</br>Name: Van der hoef, Mr. Wyckoff</br>Sex: male</br>Age: 61.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 111240</br>Fare: 33.5</br>Cabin: B19</br>Embarked: S",
-          "PassengerId: 172</br>Survived: 0</br>Pclass: 3</br>Name: Rice, Master. Arthur</br>Sex: male</br>Age: 4.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 382652</br>Fare: 29.125</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 174</br>Survived: 0</br>Pclass: 3</br>Name: Sivola, Mr. Antti Wilhelm</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101280</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 175</br>Survived: 0</br>Pclass: 1</br>Name: Smith, Mr. James Clinch</br>Sex: male</br>Age: 56.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 17764</br>Fare: 30.6958</br>Cabin: A7</br>Embarked: C",
-          "PassengerId: 176</br>Survived: 0</br>Pclass: 3</br>Name: Klasen, Mr. Klas Albin</br>Sex: male</br>Age: 18.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 350404</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 178</br>Survived: 0</br>Pclass: 1</br>Name: Isham, Miss. Ann Elizabeth</br>Sex: female</br>Age: 50.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17595</br>Fare: 28.7125</br>Cabin: C49</br>Embarked: C",
-          "PassengerId: 179</br>Survived: 0</br>Pclass: 2</br>Name: Hale, Mr. Reginald</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250653</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 180</br>Survived: 0</br>Pclass: 3</br>Name: Leonard, Mr. Lionel</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: LINE</br>Fare: 0.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 183</br>Survived: 0</br>Pclass: 3</br>Name: Asplund, Master. Clarence Gustaf Hugo</br>Sex: male</br>Age: 9.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 347077</br>Fare: 31.3875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 189</br>Survived: 0</br>Pclass: 3</br>Name: Bourke, Mr. John</br>Sex: male</br>Age: 40.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 364849</br>Fare: 15.5</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 190</br>Survived: 0</br>Pclass: 3</br>Name: Turcin, Mr. Stjepan</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349247</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 192</br>Survived: 0</br>Pclass: 2</br>Name: Carbines, Mr. William</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28424</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 198</br>Survived: 0</br>Pclass: 3</br>Name: Olsen, Mr. Karl Siegwart Andreas</br>Sex: male</br>Age: 42.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 4579</br>Fare: 8.4042</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 200</br>Survived: 0</br>Pclass: 2</br>Name: Yrois, Miss. Henriette (\"Mrs Harbeck\")</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 248747</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 201</br>Survived: 0</br>Pclass: 3</br>Name: Vande Walle, Mr. Nestor Cyriel</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345770</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 203</br>Survived: 0</br>Pclass: 3</br>Name: Johanson, Mr. Jakob Alfred</br>Sex: male</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 3101264</br>Fare: 6.4958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 204</br>Survived: 0</br>Pclass: 3</br>Name: Youseff, Mr. Gerious</br>Sex: male</br>Age: 45.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 2628</br>Fare: 7.225</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 206</br>Survived: 0</br>Pclass: 3</br>Name: Strom, Miss. Telma Matilda</br>Sex: female</br>Age: 2.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 347054</br>Fare: 10.4625</br>Cabin: G6</br>Embarked: S",
-          "PassengerId: 207</br>Survived: 0</br>Pclass: 3</br>Name: Backstrom, Mr. Karl Alfred</br>Sex: male</br>Age: 32.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 3101278</br>Fare: 15.85</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 211</br>Survived: 0</br>Pclass: 3</br>Name: Ali, Mr. Ahmed</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O.Q. 3101311</br>Fare: 7.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 213</br>Survived: 0</br>Pclass: 3</br>Name: Perkin, Mr. John Henry</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5 21174</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 214</br>Survived: 0</br>Pclass: 2</br>Name: Givard, Mr. Hans Kristensen</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250646</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 218</br>Survived: 0</br>Pclass: 2</br>Name: Jacobsohn, Mr. Sidney Samuel</br>Sex: male</br>Age: 42.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 243847</br>Fare: 27.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 220</br>Survived: 0</br>Pclass: 2</br>Name: Harris, Mr. Walter</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: W/C 14208</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 222</br>Survived: 0</br>Pclass: 2</br>Name: Bracken, Mr. James H</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 220367</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 223</br>Survived: 0</br>Pclass: 3</br>Name: Green, Mr. George Henry</br>Sex: male</br>Age: 51.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 21440</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 226</br>Survived: 0</br>Pclass: 3</br>Name: Berglund, Mr. Karl Ivar Sven</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PP 4348</br>Fare: 9.35</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 228</br>Survived: 0</br>Pclass: 3</br>Name: Lovell, Mr. John Hall (\"Henry\")</br>Sex: male</br>Age: 20.5</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5 21173</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 229</br>Survived: 0</br>Pclass: 2</br>Name: Fahlstrom, Mr. Arne Jonas</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 236171</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 232</br>Survived: 0</br>Pclass: 3</br>Name: Larsson, Mr. Bengt Edvin</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347067</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 233</br>Survived: 0</br>Pclass: 2</br>Name: Sjostedt, Mr. Ernst Adolf</br>Sex: male</br>Age: 59.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 237442</br>Fare: 13.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 235</br>Survived: 0</br>Pclass: 2</br>Name: Leyson, Mr. Robert William Norman</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 29566</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 237</br>Survived: 0</br>Pclass: 2</br>Name: Hold, Mr. Stephen</br>Sex: male</br>Age: 44.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 26707</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 239</br>Survived: 0</br>Pclass: 2</br>Name: Pengelly, Mr. Frederick William</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28665</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 240</br>Survived: 0</br>Pclass: 2</br>Name: Hunt, Mr. George Henry</br>Sex: male</br>Age: 33.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SCO/W 1585</br>Fare: 12.275</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 243</br>Survived: 0</br>Pclass: 2</br>Name: Coleridge, Mr. Reginald Charles</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: W./C. 14263</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 244</br>Survived: 0</br>Pclass: 3</br>Name: Maenpaa, Mr. Matti Alexanteri</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101275</br>Fare: 7.125</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 245</br>Survived: 0</br>Pclass: 3</br>Name: Attalah, Mr. Sleiman</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2694</br>Fare: 7.225</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 246</br>Survived: 0</br>Pclass: 1</br>Name: Minahan, Dr. William Edward</br>Sex: male</br>Age: 44.0</br>SibSp: 2</br>Parch: 0</br>Ticket: 19928</br>Fare: 90.0</br>Cabin: C78</br>Embarked: Q",
-          "PassengerId: 247</br>Survived: 0</br>Pclass: 3</br>Name: Lindahl, Miss. Agda Thorilda Viktoria</br>Sex: female</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347071</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 250</br>Survived: 0</br>Pclass: 2</br>Name: Carter, Rev. Ernest Courtenay</br>Sex: male</br>Age: 54.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 244252</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 252</br>Survived: 0</br>Pclass: 3</br>Name: Strom, Mrs. Wilhelm (Elna Matilda Persson)</br>Sex: female</br>Age: 29.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 347054</br>Fare: 10.4625</br>Cabin: G6</br>Embarked: S",
-          "PassengerId: 253</br>Survived: 0</br>Pclass: 1</br>Name: Stead, Mr. William Thomas</br>Sex: male</br>Age: 62.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113514</br>Fare: 26.55</br>Cabin: C87</br>Embarked: S",
-          "PassengerId: 254</br>Survived: 0</br>Pclass: 3</br>Name: Lobb, Mr. William Arthur</br>Sex: male</br>Age: 30.0</br>SibSp: 1</br>Parch: 0</br>Ticket: A/5. 3336</br>Fare: 16.1</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 255</br>Survived: 0</br>Pclass: 3</br>Name: Rosblom, Mrs. Viktor (Helena Wilhelmina)</br>Sex: female</br>Age: 41.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 370129</br>Fare: 20.2125</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 263</br>Survived: 0</br>Pclass: 1</br>Name: Taussig, Mr. Emil</br>Sex: male</br>Age: 52.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 110413</br>Fare: 79.65</br>Cabin: E67</br>Embarked: S",
-          "PassengerId: 264</br>Survived: 0</br>Pclass: 1</br>Name: Harrison, Mr. William</br>Sex: male</br>Age: 40.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 112059</br>Fare: 0.0</br>Cabin: B94</br>Embarked: S",
-          "PassengerId: 266</br>Survived: 0</br>Pclass: 2</br>Name: Reeves, Mr. David</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 17248</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 267</br>Survived: 0</br>Pclass: 3</br>Name: Panula, Mr. Ernesti Arvid</br>Sex: male</br>Age: 16.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 3101295</br>Fare: 39.6875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 274</br>Survived: 0</br>Pclass: 1</br>Name: Natsch, Mr. Charles H</br>Sex: male</br>Age: 37.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17596</br>Fare: 29.7</br>Cabin: C118</br>Embarked: C",
-          "PassengerId: 277</br>Survived: 0</br>Pclass: 3</br>Name: Lindblom, Miss. Augusta Charlotta</br>Sex: female</br>Age: 45.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347073</br>Fare: 7.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 279</br>Survived: 0</br>Pclass: 3</br>Name: Rice, Master. Eric</br>Sex: male</br>Age: 7.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 382652</br>Fare: 29.125</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 281</br>Survived: 0</br>Pclass: 3</br>Name: Duane, Mr. Frank</br>Sex: male</br>Age: 65.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 336439</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 282</br>Survived: 0</br>Pclass: 3</br>Name: Olsson, Mr. Nils Johan Goransson</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347464</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 283</br>Survived: 0</br>Pclass: 3</br>Name: de Pelsmaeker, Mr. Alfons</br>Sex: male</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345778</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 286</br>Survived: 0</br>Pclass: 3</br>Name: Stankovic, Mr. Ivan</br>Sex: male</br>Age: 33.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349239</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 288</br>Survived: 0</br>Pclass: 3</br>Name: Naidenoff, Mr. Penko</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349206</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 293</br>Survived: 0</br>Pclass: 2</br>Name: Levy, Mr. Rene Jacques</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SC/Paris 2163</br>Fare: 12.875</br>Cabin: D</br>Embarked: C",
-          "PassengerId: 294</br>Survived: 0</br>Pclass: 3</br>Name: Haas, Miss. Aloisia</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349236</br>Fare: 8.85</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 295</br>Survived: 0</br>Pclass: 3</br>Name: Mineff, Mr. Ivan</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349233</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 297</br>Survived: 0</br>Pclass: 3</br>Name: Hanna, Mr. Mansour</br>Sex: male</br>Age: 23.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 2693</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 298</br>Survived: 0</br>Pclass: 1</br>Name: Allison, Miss. Helen Loraine</br>Sex: female</br>Age: 2.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 113781</br>Fare: 151.55</br>Cabin: C22 C26</br>Embarked: S",
-          "PassengerId: 303</br>Survived: 0</br>Pclass: 3</br>Name: Johnson, Mr. William Cahoone Jr</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: LINE</br>Fare: 0.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 309</br>Survived: 0</br>Pclass: 2</br>Name: Abelson, Mr. Samuel</br>Sex: male</br>Age: 30.0</br>SibSp: 1</br>Parch: 0</br>Ticket: P/PP 3381</br>Fare: 24.0</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 313</br>Survived: 0</br>Pclass: 2</br>Name: Lahtinen, Mrs. William (Anna Sylfven)</br>Sex: female</br>Age: 26.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 250651</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 314</br>Survived: 0</br>Pclass: 3</br>Name: Hendekovic, Mr. Ignjac</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349243</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 315</br>Survived: 0</br>Pclass: 2</br>Name: Hart, Mr. Benjamin</br>Sex: male</br>Age: 43.0</br>SibSp: 1</br>Parch: 1</br>Ticket: F.C.C. 13529</br>Fare: 26.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 318</br>Survived: 0</br>Pclass: 2</br>Name: Moraweck, Dr. Ernest</br>Sex: male</br>Age: 54.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 29011</br>Fare: 14.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 321</br>Survived: 0</br>Pclass: 3</br>Name: Dennis, Mr. Samuel</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5 21172</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 322</br>Survived: 0</br>Pclass: 3</br>Name: Danoff, Mr. Yoto</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349219</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 327</br>Survived: 0</br>Pclass: 3</br>Name: Nysveen, Mr. Johan Hansen</br>Sex: male</br>Age: 61.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345364</br>Fare: 6.2375</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 332</br>Survived: 0</br>Pclass: 1</br>Name: Partner, Mr. Austen</br>Sex: male</br>Age: 45.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 113043</br>Fare: 28.5</br>Cabin: C124</br>Embarked: S",
-          "PassengerId: 333</br>Survived: 0</br>Pclass: 1</br>Name: Graham, Mr. George Edward</br>Sex: male</br>Age: 38.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17582</br>Fare: 153.4625</br>Cabin: C91</br>Embarked: S",
-          "PassengerId: 334</br>Survived: 0</br>Pclass: 3</br>Name: Vander Planke, Mr. Leo Edmondus</br>Sex: male</br>Age: 16.0</br>SibSp: 2</br>Parch: 0</br>Ticket: 345764</br>Fare: 18.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 337</br>Survived: 0</br>Pclass: 1</br>Name: Pears, Mr. Thomas Clinton</br>Sex: male</br>Age: 29.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113776</br>Fare: 66.6</br>Cabin: C2</br>Embarked: S",
-          "PassengerId: 340</br>Survived: 0</br>Pclass: 1</br>Name: Blackwell, Mr. Stephen Weart</br>Sex: male</br>Age: 45.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113784</br>Fare: 35.5</br>Cabin: T</br>Embarked: S",
-          "PassengerId: 343</br>Survived: 0</br>Pclass: 2</br>Name: Collander, Mr. Erik Gustaf</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 248740</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 344</br>Survived: 0</br>Pclass: 2</br>Name: Sedgwick, Mr. Charles Frederick Waddington</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 244361</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 345</br>Survived: 0</br>Pclass: 2</br>Name: Fox, Mr. Stanley Hubert</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 229236</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 350</br>Survived: 0</br>Pclass: 3</br>Name: Dimic, Mr. Jovan</br>Sex: male</br>Age: 42.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315088</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 351</br>Survived: 0</br>Pclass: 3</br>Name: Odahl, Mr. Nils Martin</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 7267</br>Fare: 9.225</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 353</br>Survived: 0</br>Pclass: 3</br>Name: Elias, Mr. Tannous</br>Sex: male</br>Age: 15.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 2695</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 354</br>Survived: 0</br>Pclass: 3</br>Name: Arnold-Franchi, Mr. Josef</br>Sex: male</br>Age: 25.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 349237</br>Fare: 17.8</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 356</br>Survived: 0</br>Pclass: 3</br>Name: Vanden Steen, Mr. Leo Peter</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345783</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 358</br>Survived: 0</br>Pclass: 2</br>Name: Funk, Miss. Annie Clemmer</br>Sex: female</br>Age: 38.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 237671</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 361</br>Survived: 0</br>Pclass: 3</br>Name: Skoog, Mr. Wilhelm</br>Sex: male</br>Age: 40.0</br>SibSp: 1</br>Parch: 4</br>Ticket: 347088</br>Fare: 27.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 362</br>Survived: 0</br>Pclass: 2</br>Name: del Carlo, Mr. Sebastiano</br>Sex: male</br>Age: 29.0</br>SibSp: 1</br>Parch: 0</br>Ticket: SC/PARIS 2167</br>Fare: 27.7208</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 363</br>Survived: 0</br>Pclass: 3</br>Name: Barbara, Mrs. (Catherine David)</br>Sex: female</br>Age: 45.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 2691</br>Fare: 14.4542</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 364</br>Survived: 0</br>Pclass: 3</br>Name: Asim, Mr. Adola</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O.Q. 3101310</br>Fare: 7.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 366</br>Survived: 0</br>Pclass: 3</br>Name: Adahl, Mr. Mauritz Nils Martin</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C 7076</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 372</br>Survived: 0</br>Pclass: 3</br>Name: Wiklund, Mr. Jakob Alfred</br>Sex: male</br>Age: 18.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 3101267</br>Fare: 6.4958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 373</br>Survived: 0</br>Pclass: 3</br>Name: Beavan, Mr. William Thomas</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 323951</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 374</br>Survived: 0</br>Pclass: 1</br>Name: Ringhini, Mr. Sante</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17760</br>Fare: 135.6333</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 375</br>Survived: 0</br>Pclass: 3</br>Name: Palsson, Miss. Stina Viola</br>Sex: female</br>Age: 3.0</br>SibSp: 3</br>Parch: 1</br>Ticket: 349909</br>Fare: 21.075</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 378</br>Survived: 0</br>Pclass: 1</br>Name: Widener, Mr. Harry Elkins</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 113503</br>Fare: 211.5</br>Cabin: C82</br>Embarked: C",
-          "PassengerId: 379</br>Survived: 0</br>Pclass: 3</br>Name: Betros, Mr. Tannous</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2648</br>Fare: 4.0125</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 380</br>Survived: 0</br>Pclass: 3</br>Name: Gustafsson, Mr. Karl Gideon</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347069</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 383</br>Survived: 0</br>Pclass: 3</br>Name: Tikkanen, Mr. Juho</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101293</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 386</br>Survived: 0</br>Pclass: 2</br>Name: Davies, Mr. Charles Henry</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: S.O.C. 14879</br>Fare: 73.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 387</br>Survived: 0</br>Pclass: 3</br>Name: Goodwin, Master. Sidney Leonard</br>Sex: male</br>Age: 1.0</br>SibSp: 5</br>Parch: 2</br>Ticket: CA 2144</br>Fare: 46.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 393</br>Survived: 0</br>Pclass: 3</br>Name: Gustafsson, Mr. Johan Birger</br>Sex: male</br>Age: 28.0</br>SibSp: 2</br>Parch: 0</br>Ticket: 3101277</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 396</br>Survived: 0</br>Pclass: 3</br>Name: Johansson, Mr. Erik</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350052</br>Fare: 7.7958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 397</br>Survived: 0</br>Pclass: 3</br>Name: Olsson, Miss. Elina</br>Sex: female</br>Age: 31.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350407</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 398</br>Survived: 0</br>Pclass: 2</br>Name: McKane, Mr. Peter David</br>Sex: male</br>Age: 46.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28403</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 399</br>Survived: 0</br>Pclass: 2</br>Name: Pain, Dr. Alfred</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 244278</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 402</br>Survived: 0</br>Pclass: 3</br>Name: Adams, Mr. John</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 341826</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 403</br>Survived: 0</br>Pclass: 3</br>Name: Jussila, Miss. Mari Aina</br>Sex: female</br>Age: 21.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 4137</br>Fare: 9.825</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 404</br>Survived: 0</br>Pclass: 3</br>Name: Hakkarainen, Mr. Pekka Pietari</br>Sex: male</br>Age: 28.0</br>SibSp: 1</br>Parch: 0</br>Ticket: STON/O2. 3101279</br>Fare: 15.85</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 405</br>Survived: 0</br>Pclass: 3</br>Name: Oreskovic, Miss. Marija</br>Sex: female</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315096</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 406</br>Survived: 0</br>Pclass: 2</br>Name: Gale, Mr. Shadrach</br>Sex: male</br>Age: 34.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 28664</br>Fare: 21.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 407</br>Survived: 0</br>Pclass: 3</br>Name: Widegren, Mr. Carl/Charles Peter</br>Sex: male</br>Age: 51.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347064</br>Fare: 7.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 409</br>Survived: 0</br>Pclass: 3</br>Name: Birkeland, Mr. Hans Martin Monsen</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 312992</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 419</br>Survived: 0</br>Pclass: 2</br>Name: Matthews, Mr. William John</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28228</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 420</br>Survived: 0</br>Pclass: 3</br>Name: Van Impe, Miss. Catharina</br>Sex: female</br>Age: 10.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 345773</br>Fare: 24.15</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 422</br>Survived: 0</br>Pclass: 3</br>Name: Charters, Mr. David</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5. 13032</br>Fare: 7.7333</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 423</br>Survived: 0</br>Pclass: 3</br>Name: Zimmerman, Mr. Leo</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315082</br>Fare: 7.875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 424</br>Survived: 0</br>Pclass: 3</br>Name: Danbom, Mrs. Ernst Gilbert (Anna Sigrid Maria Brogren)</br>Sex: female</br>Age: 28.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 347080</br>Fare: 14.4</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 425</br>Survived: 0</br>Pclass: 3</br>Name: Rosblom, Mr. Viktor Richard</br>Sex: male</br>Age: 18.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 370129</br>Fare: 20.2125</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 434</br>Survived: 0</br>Pclass: 3</br>Name: Kallio, Mr. Nikolai Erland</br>Sex: male</br>Age: 17.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101274</br>Fare: 7.125</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 435</br>Survived: 0</br>Pclass: 1</br>Name: Silvey, Mr. William Baird</br>Sex: male</br>Age: 50.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 13507</br>Fare: 55.9</br>Cabin: E44</br>Embarked: S",
-          "PassengerId: 437</br>Survived: 0</br>Pclass: 3</br>Name: Ford, Miss. Doolina Margaret \"Daisy\"</br>Sex: female</br>Age: 21.0</br>SibSp: 2</br>Parch: 2</br>Ticket: W./C. 6608</br>Fare: 34.375</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 439</br>Survived: 0</br>Pclass: 1</br>Name: Fortune, Mr. Mark</br>Sex: male</br>Age: 64.0</br>SibSp: 1</br>Parch: 4</br>Ticket: 19950</br>Fare: 263.0</br>Cabin: C23 C25 C27</br>Embarked: S",
-          "PassengerId: 440</br>Survived: 0</br>Pclass: 2</br>Name: Kvillner, Mr. Johan Henrik Johannesson</br>Sex: male</br>Age: 31.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 18723</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 442</br>Survived: 0</br>Pclass: 3</br>Name: Hampe, Mr. Leon</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345769</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 443</br>Survived: 0</br>Pclass: 3</br>Name: Petterson, Mr. Johan Emil</br>Sex: male</br>Age: 25.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 347076</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 451</br>Survived: 0</br>Pclass: 2</br>Name: West, Mr. Edwy Arthur</br>Sex: male</br>Age: 36.0</br>SibSp: 1</br>Parch: 2</br>Ticket: C.A. 34651</br>Fare: 27.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 453</br>Survived: 0</br>Pclass: 1</br>Name: Foreman, Mr. Benjamin Laventall</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113051</br>Fare: 27.75</br>Cabin: C111</br>Embarked: C",
-          "PassengerId: 457</br>Survived: 0</br>Pclass: 1</br>Name: Millet, Mr. Francis Davis</br>Sex: male</br>Age: 65.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 13509</br>Fare: 26.55</br>Cabin: E38</br>Embarked: S",
-          "PassengerId: 462</br>Survived: 0</br>Pclass: 3</br>Name: Morley, Mr. William</br>Sex: male</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 364506</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 463</br>Survived: 0</br>Pclass: 1</br>Name: Gee, Mr. Arthur H</br>Sex: male</br>Age: 47.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 111320</br>Fare: 38.5</br>Cabin: E63</br>Embarked: S",
-          "PassengerId: 464</br>Survived: 0</br>Pclass: 2</br>Name: Milling, Mr. Jacob Christian</br>Sex: male</br>Age: 48.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 234360</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 466</br>Survived: 0</br>Pclass: 3</br>Name: Goncalves, Mr. Manuel Estanslas</br>Sex: male</br>Age: 38.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O.Q. 3101306</br>Fare: 7.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 468</br>Survived: 0</br>Pclass: 1</br>Name: Smart, Mr. John Montgomery</br>Sex: male</br>Age: 56.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113792</br>Fare: 26.55</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 472</br>Survived: 0</br>Pclass: 3</br>Name: Cacic, Mr. Luka</br>Sex: male</br>Age: 38.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315089</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 475</br>Survived: 0</br>Pclass: 3</br>Name: Strandberg, Miss. Ida Sofia</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 7553</br>Fare: 9.8375</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 477</br>Survived: 0</br>Pclass: 2</br>Name: Renouf, Mr. Peter Henry</br>Sex: male</br>Age: 34.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 31027</br>Fare: 21.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 478</br>Survived: 0</br>Pclass: 3</br>Name: Braund, Mr. Lewis Richard</br>Sex: male</br>Age: 29.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 3460</br>Fare: 7.0458</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 479</br>Survived: 0</br>Pclass: 3</br>Name: Karlsson, Mr. Nils August</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350060</br>Fare: 7.5208</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 481</br>Survived: 0</br>Pclass: 3</br>Name: Goodwin, Master. Harold Victor</br>Sex: male</br>Age: 9.0</br>SibSp: 5</br>Parch: 2</br>Ticket: CA 2144</br>Fare: 46.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 483</br>Survived: 0</br>Pclass: 3</br>Name: Rouse, Mr. Richard Henry</br>Sex: male</br>Age: 50.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5 3594</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 488</br>Survived: 0</br>Pclass: 1</br>Name: Kent, Mr. Edward Austin</br>Sex: male</br>Age: 58.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 11771</br>Fare: 29.7</br>Cabin: B37</br>Embarked: C",
-          "PassengerId: 489</br>Survived: 0</br>Pclass: 3</br>Name: Somerton, Mr. Francis William</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A.5. 18509</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 492</br>Survived: 0</br>Pclass: 3</br>Name: Windelov, Mr. Einar</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/OQ 3101317</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 493</br>Survived: 0</br>Pclass: 1</br>Name: Molson, Mr. Harry Markland</br>Sex: male</br>Age: 55.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113787</br>Fare: 30.5</br>Cabin: C30</br>Embarked: S",
-          "PassengerId: 494</br>Survived: 0</br>Pclass: 1</br>Name: Artagaveytia, Mr. Ramon</br>Sex: male</br>Age: 71.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17609</br>Fare: 49.5042</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 495</br>Survived: 0</br>Pclass: 3</br>Name: Stanley, Mr. Edward Roland</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/4 45380</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 499</br>Survived: 0</br>Pclass: 1</br>Name: Allison, Mrs. Hudson J C (Bessie Waldo Daniels)</br>Sex: female</br>Age: 25.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 113781</br>Fare: 151.55</br>Cabin: C22 C26</br>Embarked: S",
-          "PassengerId: 500</br>Survived: 0</br>Pclass: 3</br>Name: Svensson, Mr. Olof</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350035</br>Fare: 7.7958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 501</br>Survived: 0</br>Pclass: 3</br>Name: Calic, Mr. Petar</br>Sex: male</br>Age: 17.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315086</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 502</br>Survived: 0</br>Pclass: 3</br>Name: Canavan, Miss. Mary</br>Sex: female</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 364846</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 504</br>Survived: 0</br>Pclass: 3</br>Name: Laitinen, Miss. Kristina Sofia</br>Sex: female</br>Age: 37.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 4135</br>Fare: 9.5875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 506</br>Survived: 0</br>Pclass: 1</br>Name: Penasco y Castellana, Mr. Victor de Satode</br>Sex: male</br>Age: 18.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17758</br>Fare: 108.9</br>Cabin: C65</br>Embarked: C",
-          "PassengerId: 509</br>Survived: 0</br>Pclass: 3</br>Name: Olsen, Mr. Henry Margido</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C 4001</br>Fare: 22.525</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 515</br>Survived: 0</br>Pclass: 3</br>Name: Coleff, Mr. Satio</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349209</br>Fare: 7.4958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 516</br>Survived: 0</br>Pclass: 1</br>Name: Walker, Mr. William Anderson</br>Sex: male</br>Age: 47.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 36967</br>Fare: 34.0208</br>Cabin: D46</br>Embarked: S",
-          "PassengerId: 520</br>Survived: 0</br>Pclass: 3</br>Name: Pavlovic, Mr. Stefo</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349242</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 522</br>Survived: 0</br>Pclass: 3</br>Name: Vovk, Mr. Janko</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349252</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 526</br>Survived: 0</br>Pclass: 3</br>Name: Farrell, Mr. James</br>Sex: male</br>Age: 40.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 367232</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 529</br>Survived: 0</br>Pclass: 3</br>Name: Salonen, Mr. Johan Werner</br>Sex: male</br>Age: 39.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 3101296</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 530</br>Survived: 0</br>Pclass: 2</br>Name: Hocking, Mr. Richard George</br>Sex: male</br>Age: 23.0</br>SibSp: 2</br>Parch: 1</br>Ticket: 29104</br>Fare: 11.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 533</br>Survived: 0</br>Pclass: 3</br>Name: Elias, Mr. Joseph Jr</br>Sex: male</br>Age: 17.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 2690</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 535</br>Survived: 0</br>Pclass: 3</br>Name: Cacic, Miss. Marija</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315084</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 537</br>Survived: 0</br>Pclass: 1</br>Name: Butt, Major. Archibald Willingham</br>Sex: male</br>Age: 45.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113050</br>Fare: 26.55</br>Cabin: B38</br>Embarked: S",
-          "PassengerId: 542</br>Survived: 0</br>Pclass: 3</br>Name: Andersson, Miss. Ingeborg Constanzia</br>Sex: female</br>Age: 9.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 347082</br>Fare: 31.275</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 543</br>Survived: 0</br>Pclass: 3</br>Name: Andersson, Miss. Sigrid Elisabeth</br>Sex: female</br>Age: 11.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 347082</br>Fare: 31.275</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 545</br>Survived: 0</br>Pclass: 1</br>Name: Douglas, Mr. Walter Donald</br>Sex: male</br>Age: 50.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17761</br>Fare: 106.425</br>Cabin: C86</br>Embarked: C",
-          "PassengerId: 546</br>Survived: 0</br>Pclass: 1</br>Name: Nicholson, Mr. Arthur Ernest</br>Sex: male</br>Age: 64.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 693</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 549</br>Survived: 0</br>Pclass: 3</br>Name: Goldsmith, Mr. Frank John</br>Sex: male</br>Age: 33.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 363291</br>Fare: 20.525</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 552</br>Survived: 0</br>Pclass: 2</br>Name: Sharp, Mr. Percival James R</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 244358</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 556</br>Survived: 0</br>Pclass: 1</br>Name: Wright, Mr. George</br>Sex: male</br>Age: 62.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113807</br>Fare: 26.55</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 562</br>Survived: 0</br>Pclass: 3</br>Name: Sivic, Mr. Husein</br>Sex: male</br>Age: 40.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349251</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 563</br>Survived: 0</br>Pclass: 2</br>Name: Norman, Mr. Robert Douglas</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 218629</br>Fare: 13.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 566</br>Survived: 0</br>Pclass: 3</br>Name: Davies, Mr. Alfred J</br>Sex: male</br>Age: 24.0</br>SibSp: 2</br>Parch: 0</br>Ticket: A/4 48871</br>Fare: 24.15</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 567</br>Survived: 0</br>Pclass: 3</br>Name: Stoytcheff, Mr. Ilia</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349205</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 568</br>Survived: 0</br>Pclass: 3</br>Name: Palsson, Mrs. Nils (Alma Cornelia Berglund)</br>Sex: female</br>Age: 29.0</br>SibSp: 0</br>Parch: 4</br>Ticket: 349909</br>Fare: 21.075</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 575</br>Survived: 0</br>Pclass: 3</br>Name: Rush, Mr. Alfred George John</br>Sex: male</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/4. 20589</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 576</br>Survived: 0</br>Pclass: 3</br>Name: Patchett, Mr. George</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 358585</br>Fare: 14.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 583</br>Survived: 0</br>Pclass: 2</br>Name: Downton, Mr. William James</br>Sex: male</br>Age: 54.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28403</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 584</br>Survived: 0</br>Pclass: 1</br>Name: Ross, Mr. John Hugo</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 13049</br>Fare: 40.125</br>Cabin: A10</br>Embarked: C",
-          "PassengerId: 587</br>Survived: 0</br>Pclass: 2</br>Name: Jarvis, Mr. John Denzil</br>Sex: male</br>Age: 47.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 237565</br>Fare: 15.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 589</br>Survived: 0</br>Pclass: 3</br>Name: Gilinski, Mr. Eliezer</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 14973</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 591</br>Survived: 0</br>Pclass: 3</br>Name: Rintamaki, Mr. Matti</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101273</br>Fare: 7.125</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 593</br>Survived: 0</br>Pclass: 3</br>Name: Elsbury, Mr. William James</br>Sex: male</br>Age: 47.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5 3902</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 595</br>Survived: 0</br>Pclass: 2</br>Name: Chapman, Mr. John Henry</br>Sex: male</br>Age: 37.0</br>SibSp: 1</br>Parch: 0</br>Ticket: SC/AH 29037</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 596</br>Survived: 0</br>Pclass: 3</br>Name: Van Impe, Mr. Jean Baptiste</br>Sex: male</br>Age: 36.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 345773</br>Fare: 24.15</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 598</br>Survived: 0</br>Pclass: 3</br>Name: Johnson, Mr. Alfred</br>Sex: male</br>Age: 49.0</br>SibSp: 0</br>Parch: 0</br>Ticket: LINE</br>Fare: 0.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 604</br>Survived: 0</br>Pclass: 3</br>Name: Torber, Mr. Ernst William</br>Sex: male</br>Age: 44.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 364511</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 606</br>Survived: 0</br>Pclass: 3</br>Name: Lindell, Mr. Edvard Bengtsson</br>Sex: male</br>Age: 36.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 349910</br>Fare: 15.55</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 607</br>Survived: 0</br>Pclass: 3</br>Name: Karaic, Mr. Milan</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349246</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 611</br>Survived: 0</br>Pclass: 3</br>Name: Andersson, Mrs. Anders Johan (Alfrida Konstantia Brogren)</br>Sex: female</br>Age: 39.0</br>SibSp: 1</br>Parch: 5</br>Ticket: 347082</br>Fare: 31.275</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 615</br>Survived: 0</br>Pclass: 3</br>Name: Brocklebank, Mr. William Alfred</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 364512</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 617</br>Survived: 0</br>Pclass: 3</br>Name: Danbom, Mr. Ernst Gilbert</br>Sex: male</br>Age: 34.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 347080</br>Fare: 14.4</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 618</br>Survived: 0</br>Pclass: 3</br>Name: Lobb, Mrs. William Arthur (Cordelia K Stanlick)</br>Sex: female</br>Age: 26.0</br>SibSp: 1</br>Parch: 0</br>Ticket: A/5. 3336</br>Fare: 16.1</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 620</br>Survived: 0</br>Pclass: 2</br>Name: Gavey, Mr. Lawrence</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 31028</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 621</br>Survived: 0</br>Pclass: 3</br>Name: Yasbeck, Mr. Antoni</br>Sex: male</br>Age: 27.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2659</br>Fare: 14.4542</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 624</br>Survived: 0</br>Pclass: 3</br>Name: Hansen, Mr. Henry Damsgaard</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350029</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 625</br>Survived: 0</br>Pclass: 3</br>Name: Bowen, Mr. David John \"Dai\"</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 54636</br>Fare: 16.1</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 626</br>Survived: 0</br>Pclass: 1</br>Name: Sutton, Mr. Frederick</br>Sex: male</br>Age: 61.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 36963</br>Fare: 32.3208</br>Cabin: D50</br>Embarked: S",
-          "PassengerId: 627</br>Survived: 0</br>Pclass: 2</br>Name: Kirkland, Rev. Charles Leonard</br>Sex: male</br>Age: 57.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 219533</br>Fare: 12.35</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 629</br>Survived: 0</br>Pclass: 3</br>Name: Bostandyeff, Mr. Guentcho</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349224</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 632</br>Survived: 0</br>Pclass: 3</br>Name: Lundahl, Mr. Johan Svensson</br>Sex: male</br>Age: 51.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347743</br>Fare: 7.0542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 635</br>Survived: 0</br>Pclass: 3</br>Name: Skoog, Miss. Mabel</br>Sex: female</br>Age: 9.0</br>SibSp: 3</br>Parch: 2</br>Ticket: 347088</br>Fare: 27.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 637</br>Survived: 0</br>Pclass: 3</br>Name: Leinonen, Mr. Antti Gustaf</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101292</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 638</br>Survived: 0</br>Pclass: 2</br>Name: Collyer, Mr. Harvey</br>Sex: male</br>Age: 31.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 31921</br>Fare: 26.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 639</br>Survived: 0</br>Pclass: 3</br>Name: Panula, Mrs. Juha (Maria Emilia Ojala)</br>Sex: female</br>Age: 41.0</br>SibSp: 0</br>Parch: 5</br>Ticket: 3101295</br>Fare: 39.6875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 641</br>Survived: 0</br>Pclass: 3</br>Name: Jensen, Mr. Hans Peder</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350050</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 643</br>Survived: 0</br>Pclass: 3</br>Name: Skoog, Miss. Margit Elizabeth</br>Sex: female</br>Age: 2.0</br>SibSp: 3</br>Parch: 2</br>Ticket: 347088</br>Fare: 27.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 647</br>Survived: 0</br>Pclass: 3</br>Name: Cor, Mr. Liudevit</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349231</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 653</br>Survived: 0</br>Pclass: 3</br>Name: Kalvik, Mr. Johannes Halvorsen</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 8475</br>Fare: 8.4333</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 655</br>Survived: 0</br>Pclass: 3</br>Name: Hegarty, Miss. Hanora \"Nora\"</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 365226</br>Fare: 6.75</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 656</br>Survived: 0</br>Pclass: 2</br>Name: Hickman, Mr. Leonard Mark</br>Sex: male</br>Age: 24.0</br>SibSp: 2</br>Parch: 0</br>Ticket: S.O.C. 14879</br>Fare: 73.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 658</br>Survived: 0</br>Pclass: 3</br>Name: Bourke, Mrs. John (Catherine)</br>Sex: female</br>Age: 32.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 364849</br>Fare: 15.5</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 659</br>Survived: 0</br>Pclass: 2</br>Name: Eitemiller, Mr. George Floyd</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 29751</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 660</br>Survived: 0</br>Pclass: 1</br>Name: Newell, Mr. Arthur Webster</br>Sex: male</br>Age: 58.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 35273</br>Fare: 113.275</br>Cabin: D48</br>Embarked: C",
-          "PassengerId: 662</br>Survived: 0</br>Pclass: 3</br>Name: Badt, Mr. Mohamed</br>Sex: male</br>Age: 40.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2623</br>Fare: 7.225</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 663</br>Survived: 0</br>Pclass: 1</br>Name: Colley, Mr. Edward Pomeroy</br>Sex: male</br>Age: 47.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 5727</br>Fare: 25.5875</br>Cabin: E58</br>Embarked: S",
-          "PassengerId: 664</br>Survived: 0</br>Pclass: 3</br>Name: Coleff, Mr. Peju</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349210</br>Fare: 7.4958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 666</br>Survived: 0</br>Pclass: 2</br>Name: Hickman, Mr. Lewis</br>Sex: male</br>Age: 32.0</br>SibSp: 2</br>Parch: 0</br>Ticket: S.O.C. 14879</br>Fare: 73.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 667</br>Survived: 0</br>Pclass: 2</br>Name: Butler, Mr. Reginald Fenton</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 234686</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 669</br>Survived: 0</br>Pclass: 3</br>Name: Cook, Mr. Jacob</br>Sex: male</br>Age: 43.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5 3536</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 672</br>Survived: 0</br>Pclass: 1</br>Name: Davidson, Mr. Thornton</br>Sex: male</br>Age: 31.0</br>SibSp: 1</br>Parch: 0</br>Ticket: F.C. 12750</br>Fare: 52.0</br>Cabin: B71</br>Embarked: S",
-          "PassengerId: 673</br>Survived: 0</br>Pclass: 2</br>Name: Mitchell, Mr. Henry Michael</br>Sex: male</br>Age: 70.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 24580</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 676</br>Survived: 0</br>Pclass: 3</br>Name: Edvardsson, Mr. Gustaf Hjalmar</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349912</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 677</br>Survived: 0</br>Pclass: 3</br>Name: Sawyer, Mr. Frederick Charles</br>Sex: male</br>Age: 24.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 342826</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 679</br>Survived: 0</br>Pclass: 3</br>Name: Goodwin, Mrs. Frederick (Augusta Tyler)</br>Sex: female</br>Age: 43.0</br>SibSp: 1</br>Parch: 6</br>Ticket: CA 2144</br>Fare: 46.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 683</br>Survived: 0</br>Pclass: 3</br>Name: Olsvigen, Mr. Thor Anderson</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 6563</br>Fare: 9.225</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 684</br>Survived: 0</br>Pclass: 3</br>Name: Goodwin, Mr. Charles Edward</br>Sex: male</br>Age: 14.0</br>SibSp: 5</br>Parch: 2</br>Ticket: CA 2144</br>Fare: 46.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 685</br>Survived: 0</br>Pclass: 2</br>Name: Brown, Mr. Thomas William Solomon</br>Sex: male</br>Age: 60.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 29750</br>Fare: 39.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 686</br>Survived: 0</br>Pclass: 2</br>Name: Laroche, Mr. Joseph Philippe Lemercier</br>Sex: male</br>Age: 25.0</br>SibSp: 1</br>Parch: 2</br>Ticket: SC/Paris 2123</br>Fare: 41.5792</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 687</br>Survived: 0</br>Pclass: 3</br>Name: Panula, Mr. Jaako Arnold</br>Sex: male</br>Age: 14.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 3101295</br>Fare: 39.6875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 688</br>Survived: 0</br>Pclass: 3</br>Name: Dakic, Mr. Branko</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349228</br>Fare: 10.1708</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 689</br>Survived: 0</br>Pclass: 3</br>Name: Fischer, Mr. Eberhard Thelander</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350036</br>Fare: 7.7958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 694</br>Survived: 0</br>Pclass: 3</br>Name: Saad, Mr. Khalil</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2672</br>Fare: 7.225</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 695</br>Survived: 0</br>Pclass: 1</br>Name: Weir, Col. John</br>Sex: male</br>Age: 60.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113800</br>Fare: 26.55</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 696</br>Survived: 0</br>Pclass: 2</br>Name: Chapman, Mr. Charles Henry</br>Sex: male</br>Age: 52.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 248731</br>Fare: 13.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 697</br>Survived: 0</br>Pclass: 3</br>Name: Kelly, Mr. James</br>Sex: male</br>Age: 44.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 363592</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 699</br>Survived: 0</br>Pclass: 1</br>Name: Thayer, Mr. John Borland</br>Sex: male</br>Age: 49.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 17421</br>Fare: 110.8833</br>Cabin: C68</br>Embarked: C",
-          "PassengerId: 700</br>Survived: 0</br>Pclass: 3</br>Name: Humblen, Mr. Adolf Mathias Nicolai Olsen</br>Sex: male</br>Age: 42.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 348121</br>Fare: 7.65</br>Cabin: F G63</br>Embarked: S",
-          "PassengerId: 703</br>Survived: 0</br>Pclass: 3</br>Name: Barbara, Miss. Saiide</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 2691</br>Fare: 14.4542</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 704</br>Survived: 0</br>Pclass: 3</br>Name: Gallagher, Mr. Martin</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 36864</br>Fare: 7.7417</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 705</br>Survived: 0</br>Pclass: 3</br>Name: Hansen, Mr. Henrik Juul</br>Sex: male</br>Age: 26.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 350025</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 706</br>Survived: 0</br>Pclass: 2</br>Name: Morley, Mr. Henry Samuel (\"Mr Henry Marshall\")</br>Sex: male</br>Age: 39.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250655</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 714</br>Survived: 0</br>Pclass: 3</br>Name: Larsson, Mr. August Viktor</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 7545</br>Fare: 9.4833</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 715</br>Survived: 0</br>Pclass: 2</br>Name: Greenberg, Mr. Samuel</br>Sex: male</br>Age: 52.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250647</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 716</br>Survived: 0</br>Pclass: 3</br>Name: Soholt, Mr. Peter Andreas Lauritz Andersen</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 348124</br>Fare: 7.65</br>Cabin: F G73</br>Embarked: S",
-          "PassengerId: 720</br>Survived: 0</br>Pclass: 3</br>Name: Johnson, Mr. Malkolm Joackim</br>Sex: male</br>Age: 33.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347062</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 722</br>Survived: 0</br>Pclass: 3</br>Name: Jensen, Mr. Svend Lauritz</br>Sex: male</br>Age: 17.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 350048</br>Fare: 7.0542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 723</br>Survived: 0</br>Pclass: 2</br>Name: Gillespie, Mr. William Henry</br>Sex: male</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 12233</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 724</br>Survived: 0</br>Pclass: 2</br>Name: Hodges, Mr. Henry Price</br>Sex: male</br>Age: 50.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250643</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 726</br>Survived: 0</br>Pclass: 3</br>Name: Oreskovic, Mr. Luka</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315094</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 729</br>Survived: 0</br>Pclass: 2</br>Name: Bryhl, Mr. Kurt Arnold Gottfrid</br>Sex: male</br>Age: 25.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 236853</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 730</br>Survived: 0</br>Pclass: 3</br>Name: Ilmakangas, Miss. Pieta Sofia</br>Sex: female</br>Age: 25.0</br>SibSp: 1</br>Parch: 0</br>Ticket: STON/O2. 3101271</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 732</br>Survived: 0</br>Pclass: 3</br>Name: Hassan, Mr. Houssein G N</br>Sex: male</br>Age: 11.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2699</br>Fare: 18.7875</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 734</br>Survived: 0</br>Pclass: 2</br>Name: Berriman, Mr. William John</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28425</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 735</br>Survived: 0</br>Pclass: 2</br>Name: Troupiansky, Mr. Moses Aaron</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 233639</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 736</br>Survived: 0</br>Pclass: 3</br>Name: Williams, Mr. Leslie</br>Sex: male</br>Age: 28.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 54636</br>Fare: 16.1</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 737</br>Survived: 0</br>Pclass: 3</br>Name: Ford, Mrs. Edward (Margaret Ann Watson)</br>Sex: female</br>Age: 48.0</br>SibSp: 1</br>Parch: 3</br>Ticket: W./C. 6608</br>Fare: 34.375</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 742</br>Survived: 0</br>Pclass: 1</br>Name: Cavendish, Mr. Tyrell William</br>Sex: male</br>Age: 36.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 19877</br>Fare: 78.85</br>Cabin: C46</br>Embarked: S",
-          "PassengerId: 744</br>Survived: 0</br>Pclass: 3</br>Name: McNamee, Mr. Neal</br>Sex: male</br>Age: 24.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 376566</br>Fare: 16.1</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 746</br>Survived: 0</br>Pclass: 1</br>Name: Crosby, Capt. Edward Gifford</br>Sex: male</br>Age: 70.0</br>SibSp: 1</br>Parch: 1</br>Ticket: WE/P 5735</br>Fare: 71.0</br>Cabin: B22</br>Embarked: S",
-          "PassengerId: 747</br>Survived: 0</br>Pclass: 3</br>Name: Abbott, Mr. Rossmore Edward</br>Sex: male</br>Age: 16.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 2673</br>Fare: 20.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 749</br>Survived: 0</br>Pclass: 1</br>Name: Marvin, Mr. Daniel Warner</br>Sex: male</br>Age: 19.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113773</br>Fare: 53.1</br>Cabin: D30</br>Embarked: S",
-          "PassengerId: 750</br>Survived: 0</br>Pclass: 3</br>Name: Connaghton, Mr. Michael</br>Sex: male</br>Age: 31.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 335097</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 753</br>Survived: 0</br>Pclass: 3</br>Name: Vande Velde, Mr. Johannes Joseph</br>Sex: male</br>Age: 33.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345780</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 754</br>Survived: 0</br>Pclass: 3</br>Name: Jonkoff, Mr. Lalio</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349204</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 757</br>Survived: 0</br>Pclass: 3</br>Name: Carlsson, Mr. August Sigfrid</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350042</br>Fare: 7.7958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 758</br>Survived: 0</br>Pclass: 2</br>Name: Bailey, Mr. Percy Andrew</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 29108</br>Fare: 11.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 759</br>Survived: 0</br>Pclass: 3</br>Name: Theobald, Mr. Thomas Leonard</br>Sex: male</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 363294</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 762</br>Survived: 0</br>Pclass: 3</br>Name: Nirva, Mr. Iisakki Antino Aijo</br>Sex: male</br>Age: 41.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O2 3101272</br>Fare: 7.125</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 765</br>Survived: 0</br>Pclass: 3</br>Name: Eklund, Mr. Hans Linus</br>Sex: male</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347074</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 768</br>Survived: 0</br>Pclass: 3</br>Name: Mangan, Miss. Mary</br>Sex: female</br>Age: 30.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 364850</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 770</br>Survived: 0</br>Pclass: 3</br>Name: Gronnestad, Mr. Daniel Danielsen</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 8471</br>Fare: 8.3625</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 771</br>Survived: 0</br>Pclass: 3</br>Name: Lievens, Mr. Rene Aime</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345781</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 772</br>Survived: 0</br>Pclass: 3</br>Name: Jensen, Mr. Niels Peder</br>Sex: male</br>Age: 48.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350047</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 773</br>Survived: 0</br>Pclass: 2</br>Name: Mack, Mrs. (Mary)</br>Sex: female</br>Age: 57.0</br>SibSp: 0</br>Parch: 0</br>Ticket: S.O./P.P. 3</br>Fare: 10.5</br>Cabin: E77</br>Embarked: S",
-          "PassengerId: 776</br>Survived: 0</br>Pclass: 3</br>Name: Myhrman, Mr. Pehr Fabian Oliver Malkolm</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347078</br>Fare: 7.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 783</br>Survived: 0</br>Pclass: 1</br>Name: Long, Mr. Milton Clyde</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113501</br>Fare: 30.0</br>Cabin: D6</br>Embarked: S",
-          "PassengerId: 785</br>Survived: 0</br>Pclass: 3</br>Name: Ali, Mr. William</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O.Q. 3101312</br>Fare: 7.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 786</br>Survived: 0</br>Pclass: 3</br>Name: Harmer, Mr. Abraham (David Lishin)</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 374887</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 788</br>Survived: 0</br>Pclass: 3</br>Name: Rice, Master. George Hugh</br>Sex: male</br>Age: 8.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 382652</br>Fare: 29.125</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 790</br>Survived: 0</br>Pclass: 1</br>Name: Guggenheim, Mr. Benjamin</br>Sex: male</br>Age: 46.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17593</br>Fare: 79.2</br>Cabin: B82 B84</br>Embarked: C",
-          "PassengerId: 792</br>Survived: 0</br>Pclass: 2</br>Name: Gaskell, Mr. Alfred</br>Sex: male</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 239865</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 795</br>Survived: 0</br>Pclass: 3</br>Name: Dantcheff, Mr. Ristiu</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349203</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 796</br>Survived: 0</br>Pclass: 2</br>Name: Otter, Mr. Richard</br>Sex: male</br>Age: 39.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28213</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 799</br>Survived: 0</br>Pclass: 3</br>Name: Ibrahim Shawah, Mr. Yousseff</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2685</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 800</br>Survived: 0</br>Pclass: 3</br>Name: Van Impe, Mrs. Jean Baptiste (Rosalie Paula Govaert)</br>Sex: female</br>Age: 30.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 345773</br>Fare: 24.15</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 801</br>Survived: 0</br>Pclass: 2</br>Name: Ponesell, Mr. Martin</br>Sex: male</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250647</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 806</br>Survived: 0</br>Pclass: 3</br>Name: Johansson, Mr. Karl Johan</br>Sex: male</br>Age: 31.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347063</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 807</br>Survived: 0</br>Pclass: 1</br>Name: Andrews, Mr. Thomas Jr</br>Sex: male</br>Age: 39.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 112050</br>Fare: 0.0</br>Cabin: A36</br>Embarked: S",
-          "PassengerId: 808</br>Survived: 0</br>Pclass: 3</br>Name: Pettersson, Miss. Ellen Natalia</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347087</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 809</br>Survived: 0</br>Pclass: 2</br>Name: Meyer, Mr. August</br>Sex: male</br>Age: 39.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 248723</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 811</br>Survived: 0</br>Pclass: 3</br>Name: Alexander, Mr. William</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 3474</br>Fare: 7.8875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 812</br>Survived: 0</br>Pclass: 3</br>Name: Lester, Mr. James</br>Sex: male</br>Age: 39.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/4 48871</br>Fare: 24.15</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 813</br>Survived: 0</br>Pclass: 2</br>Name: Slemen, Mr. Richard James</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28206</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 814</br>Survived: 0</br>Pclass: 3</br>Name: Andersson, Miss. Ebba Iris Alfrida</br>Sex: female</br>Age: 6.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 347082</br>Fare: 31.275</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 815</br>Survived: 0</br>Pclass: 3</br>Name: Tomlin, Mr. Ernest Portage</br>Sex: male</br>Age: 30.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 364499</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 817</br>Survived: 0</br>Pclass: 3</br>Name: Heininen, Miss. Wendla Maria</br>Sex: female</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O2. 3101290</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 818</br>Survived: 0</br>Pclass: 2</br>Name: Mallet, Mr. Albert</br>Sex: male</br>Age: 31.0</br>SibSp: 1</br>Parch: 1</br>Ticket: S.C./PARIS 2079</br>Fare: 37.0042</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 819</br>Survived: 0</br>Pclass: 3</br>Name: Holm, Mr. John Fredrik Alexander</br>Sex: male</br>Age: 43.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C 7075</br>Fare: 6.45</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 820</br>Survived: 0</br>Pclass: 3</br>Name: Skoog, Master. Karl Thorsten</br>Sex: male</br>Age: 10.0</br>SibSp: 3</br>Parch: 2</br>Ticket: 347088</br>Fare: 27.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 823</br>Survived: 0</br>Pclass: 1</br>Name: Reuchlin, Jonkheer. John George</br>Sex: male</br>Age: 38.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 19972</br>Fare: 0.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 825</br>Survived: 0</br>Pclass: 3</br>Name: Panula, Master. Urho Abraham</br>Sex: male</br>Age: 2.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 3101295</br>Fare: 39.6875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 834</br>Survived: 0</br>Pclass: 3</br>Name: Augustsson, Mr. Albert</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347468</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 835</br>Survived: 0</br>Pclass: 3</br>Name: Allum, Mr. Owen George</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2223</br>Fare: 8.3</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 837</br>Survived: 0</br>Pclass: 3</br>Name: Pasic, Mr. Jakob</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315097</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 841</br>Survived: 0</br>Pclass: 3</br>Name: Alhomaki, Mr. Ilmari Rudolf</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O2 3101287</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 842</br>Survived: 0</br>Pclass: 2</br>Name: Mudd, Mr. Thomas Charles</br>Sex: male</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: S.O./P.P. 3</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 844</br>Survived: 0</br>Pclass: 3</br>Name: Lemberopolous, Mr. Peter L</br>Sex: male</br>Age: 34.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 2683</br>Fare: 6.4375</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 845</br>Survived: 0</br>Pclass: 3</br>Name: Culumovic, Mr. Jeso</br>Sex: male</br>Age: 17.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315090</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 846</br>Survived: 0</br>Pclass: 3</br>Name: Abbing, Mr. Anthony</br>Sex: male</br>Age: 42.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 5547</br>Fare: 7.55</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 848</br>Survived: 0</br>Pclass: 3</br>Name: Markoff, Mr. Marin</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349213</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: C",
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-          "PassengerId: 861</br>Survived: 0</br>Pclass: 3</br>Name: Hansen, Mr. Claus Peter</br>Sex: male</br>Age: 41.0</br>SibSp: 2</br>Parch: 0</br>Ticket: 350026</br>Fare: 14.1083</br>Cabin: nan</br>Embarked: S",
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-          "PassengerId: 878</br>Survived: 0</br>Pclass: 3</br>Name: Petroff, Mr. Nedelio</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349212</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 882</br>Survived: 0</br>Pclass: 3</br>Name: Markun, Mr. Johann</br>Sex: male</br>Age: 33.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349257</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
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-         "text": [
-          "PassengerId: 2</br>Survived: 1</br>Pclass: 1</br>Name: Cumings, Mrs. John Bradley (Florence Briggs Thayer)</br>Sex: female</br>Age: 38.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17599</br>Fare: 71.2833</br>Cabin: C85</br>Embarked: C",
-          "PassengerId: 3</br>Survived: 1</br>Pclass: 3</br>Name: Heikkinen, Miss. Laina</br>Sex: female</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O2. 3101282</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 4</br>Survived: 1</br>Pclass: 1</br>Name: Futrelle, Mrs. Jacques Heath (Lily May Peel)</br>Sex: female</br>Age: 35.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113803</br>Fare: 53.1</br>Cabin: C123</br>Embarked: S",
-          "PassengerId: 9</br>Survived: 1</br>Pclass: 3</br>Name: Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)</br>Sex: female</br>Age: 27.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 347742</br>Fare: 11.1333</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 10</br>Survived: 1</br>Pclass: 2</br>Name: Nasser, Mrs. Nicholas (Adele Achem)</br>Sex: female</br>Age: 14.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 237736</br>Fare: 30.0708</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 11</br>Survived: 1</br>Pclass: 3</br>Name: Sandstrom, Miss. Marguerite Rut</br>Sex: female</br>Age: 4.0</br>SibSp: 1</br>Parch: 1</br>Ticket: PP 9549</br>Fare: 16.7</br>Cabin: G6</br>Embarked: S",
-          "PassengerId: 12</br>Survived: 1</br>Pclass: 1</br>Name: Bonnell, Miss. Elizabeth</br>Sex: female</br>Age: 58.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113783</br>Fare: 26.55</br>Cabin: C103</br>Embarked: S",
-          "PassengerId: 16</br>Survived: 1</br>Pclass: 2</br>Name: Hewlett, Mrs. (Mary D Kingcome) </br>Sex: female</br>Age: 55.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 248706</br>Fare: 16.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 22</br>Survived: 1</br>Pclass: 2</br>Name: Beesley, Mr. Lawrence</br>Sex: male</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 248698</br>Fare: 13.0</br>Cabin: D56</br>Embarked: S",
-          "PassengerId: 23</br>Survived: 1</br>Pclass: 3</br>Name: McGowan, Miss. Anna \"Annie\"</br>Sex: female</br>Age: 15.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 330923</br>Fare: 8.0292</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 24</br>Survived: 1</br>Pclass: 1</br>Name: Sloper, Mr. William Thompson</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113788</br>Fare: 35.5</br>Cabin: A6</br>Embarked: S",
-          "PassengerId: 26</br>Survived: 1</br>Pclass: 3</br>Name: Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)</br>Sex: female</br>Age: 38.0</br>SibSp: 1</br>Parch: 5</br>Ticket: 347077</br>Fare: 31.3875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 40</br>Survived: 1</br>Pclass: 3</br>Name: Nicola-Yarred, Miss. Jamila</br>Sex: female</br>Age: 14.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2651</br>Fare: 11.2417</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 44</br>Survived: 1</br>Pclass: 2</br>Name: Laroche, Miss. Simonne Marie Anne Andree</br>Sex: female</br>Age: 3.0</br>SibSp: 1</br>Parch: 2</br>Ticket: SC/Paris 2123</br>Fare: 41.5792</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 45</br>Survived: 1</br>Pclass: 3</br>Name: Devaney, Miss. Margaret Delia</br>Sex: female</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 330958</br>Fare: 7.8792</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 53</br>Survived: 1</br>Pclass: 1</br>Name: Harper, Mrs. Henry Sleeper (Myna Haxtun)</br>Sex: female</br>Age: 49.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17572</br>Fare: 76.7292</br>Cabin: D33</br>Embarked: C",
-          "PassengerId: 54</br>Survived: 1</br>Pclass: 2</br>Name: Faunthorpe, Mrs. Lizzie (Elizabeth Anne Wilkinson)</br>Sex: female</br>Age: 29.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2926</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 57</br>Survived: 1</br>Pclass: 2</br>Name: Rugg, Miss. Emily</br>Sex: female</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 31026</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 59</br>Survived: 1</br>Pclass: 2</br>Name: West, Miss. Constance Mirium</br>Sex: female</br>Age: 5.0</br>SibSp: 1</br>Parch: 2</br>Ticket: C.A. 34651</br>Fare: 27.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 62</br>Survived: 1</br>Pclass: 1</br>Name: Icard, Miss. Amelie</br>Sex: female</br>Age: 38.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113572</br>Fare: 80.0</br>Cabin: B28</br>Embarked: nan",
-          "PassengerId: 67</br>Survived: 1</br>Pclass: 2</br>Name: Nye, Mrs. (Elizabeth Ramell)</br>Sex: female</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 29395</br>Fare: 10.5</br>Cabin: F33</br>Embarked: S",
-          "PassengerId: 69</br>Survived: 1</br>Pclass: 3</br>Name: Andersson, Miss. Erna Alexandra</br>Sex: female</br>Age: 17.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 3101281</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 75</br>Survived: 1</br>Pclass: 3</br>Name: Bing, Mr. Lee</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 1601</br>Fare: 56.4958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 79</br>Survived: 1</br>Pclass: 2</br>Name: Caldwell, Master. Alden Gates</br>Sex: male</br>Age: 0.83</br>SibSp: 0</br>Parch: 2</br>Ticket: 248738</br>Fare: 29.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 80</br>Survived: 1</br>Pclass: 3</br>Name: Dowdell, Miss. Elizabeth</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 364516</br>Fare: 12.475</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 82</br>Survived: 1</br>Pclass: 3</br>Name: Sheerlinck, Mr. Jan Baptist</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345779</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 85</br>Survived: 1</br>Pclass: 2</br>Name: Ilett, Miss. Bertha</br>Sex: female</br>Age: 17.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SO/C 14885</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 86</br>Survived: 1</br>Pclass: 3</br>Name: Backstrom, Mrs. Karl Alfred (Maria Mathilda Gustafsson)</br>Sex: female</br>Age: 33.0</br>SibSp: 3</br>Parch: 0</br>Ticket: 3101278</br>Fare: 15.85</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 89</br>Survived: 1</br>Pclass: 1</br>Name: Fortune, Miss. Mabel Helen</br>Sex: female</br>Age: 23.0</br>SibSp: 3</br>Parch: 2</br>Ticket: 19950</br>Fare: 263.0</br>Cabin: C23 C25 C27</br>Embarked: S",
-          "PassengerId: 98</br>Survived: 1</br>Pclass: 1</br>Name: Greenfield, Mr. William Bertram</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17759</br>Fare: 63.3583</br>Cabin: D10 D12</br>Embarked: C",
-          "PassengerId: 99</br>Survived: 1</br>Pclass: 2</br>Name: Doling, Mrs. John T (Ada Julia Bone)</br>Sex: female</br>Age: 34.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 231919</br>Fare: 23.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 107</br>Survived: 1</br>Pclass: 3</br>Name: Salkjelsvik, Miss. Anna Kristine</br>Sex: female</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 343120</br>Fare: 7.65</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 124</br>Survived: 1</br>Pclass: 2</br>Name: Webber, Miss. Susan</br>Sex: female</br>Age: 32.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 27267</br>Fare: 13.0</br>Cabin: E101</br>Embarked: S",
-          "PassengerId: 126</br>Survived: 1</br>Pclass: 3</br>Name: Nicola-Yarred, Master. Elias</br>Sex: male</br>Age: 12.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2651</br>Fare: 11.2417</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 128</br>Survived: 1</br>Pclass: 3</br>Name: Madsen, Mr. Fridtjof Arne</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C 17369</br>Fare: 7.1417</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 134</br>Survived: 1</br>Pclass: 2</br>Name: Weisz, Mrs. Leopold (Mathilde Francoise Pede)</br>Sex: female</br>Age: 29.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 228414</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 137</br>Survived: 1</br>Pclass: 1</br>Name: Newsom, Miss. Helen Monypeny</br>Sex: female</br>Age: 19.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 11752</br>Fare: 26.2833</br>Cabin: D47</br>Embarked: S",
-          "PassengerId: 142</br>Survived: 1</br>Pclass: 3</br>Name: Nysten, Miss. Anna Sofia</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347081</br>Fare: 7.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 143</br>Survived: 1</br>Pclass: 3</br>Name: Hakkarainen, Mrs. Pekka Pietari (Elin Matilda Dolck)</br>Sex: female</br>Age: 24.0</br>SibSp: 1</br>Parch: 0</br>Ticket: STON/O2. 3101279</br>Fare: 15.85</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 147</br>Survived: 1</br>Pclass: 3</br>Name: Andersson, Mr. August Edvard (\"Wennerstrom\")</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350043</br>Fare: 7.7958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 152</br>Survived: 1</br>Pclass: 1</br>Name: Pears, Mrs. Thomas (Edith Wearne)</br>Sex: female</br>Age: 22.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113776</br>Fare: 66.6</br>Cabin: C2</br>Embarked: S",
-          "PassengerId: 157</br>Survived: 1</br>Pclass: 3</br>Name: Gilnagh, Miss. Katherine \"Katie\"</br>Sex: female</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 35851</br>Fare: 7.7333</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 162</br>Survived: 1</br>Pclass: 2</br>Name: Watt, Mrs. James (Elizabeth \"Bessie\" Inglis Milne)</br>Sex: female</br>Age: 40.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 33595</br>Fare: 15.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 166</br>Survived: 1</br>Pclass: 3</br>Name: Goldsmith, Master. Frank John William \"Frankie\"</br>Sex: male</br>Age: 9.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 363291</br>Fare: 20.525</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 173</br>Survived: 1</br>Pclass: 3</br>Name: Johnson, Miss. Eleanor Ileen</br>Sex: female</br>Age: 1.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 347742</br>Fare: 11.1333</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 184</br>Survived: 1</br>Pclass: 2</br>Name: Becker, Master. Richard F</br>Sex: male</br>Age: 1.0</br>SibSp: 2</br>Parch: 1</br>Ticket: 230136</br>Fare: 39.0</br>Cabin: F4</br>Embarked: S",
-          "PassengerId: 185</br>Survived: 1</br>Pclass: 3</br>Name: Kink-Heilmann, Miss. Luise Gretchen</br>Sex: female</br>Age: 4.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 315153</br>Fare: 22.025</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 188</br>Survived: 1</br>Pclass: 1</br>Name: Romaine, Mr. Charles Hallace (\"Mr C Rolmane\")</br>Sex: male</br>Age: 45.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 111428</br>Fare: 26.55</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 191</br>Survived: 1</br>Pclass: 2</br>Name: Pinsky, Mrs. (Rosa)</br>Sex: female</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 234604</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 193</br>Survived: 1</br>Pclass: 3</br>Name: Andersen-Jensen, Miss. Carla Christine Nielsine</br>Sex: female</br>Age: 19.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 350046</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 194</br>Survived: 1</br>Pclass: 2</br>Name: Navratil, Master. Michel M</br>Sex: male</br>Age: 3.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 230080</br>Fare: 26.0</br>Cabin: F2</br>Embarked: S",
-          "PassengerId: 195</br>Survived: 1</br>Pclass: 1</br>Name: Brown, Mrs. James Joseph (Margaret Tobin)</br>Sex: female</br>Age: 44.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17610</br>Fare: 27.7208</br>Cabin: B4</br>Embarked: C",
-          "PassengerId: 196</br>Survived: 1</br>Pclass: 1</br>Name: Lurette, Miss. Elise</br>Sex: female</br>Age: 58.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17569</br>Fare: 146.5208</br>Cabin: B80</br>Embarked: C",
-          "PassengerId: 205</br>Survived: 1</br>Pclass: 3</br>Name: Cohen, Mr. Gurshon \"Gus\"</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5 3540</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 208</br>Survived: 1</br>Pclass: 3</br>Name: Albimona, Mr. Nassef Cassem</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2699</br>Fare: 18.7875</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 209</br>Survived: 1</br>Pclass: 3</br>Name: Carr, Miss. Helen \"Ellen\"</br>Sex: female</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 367231</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 210</br>Survived: 1</br>Pclass: 1</br>Name: Blank, Mr. Henry</br>Sex: male</br>Age: 40.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 112277</br>Fare: 31.0</br>Cabin: A31</br>Embarked: C",
-          "PassengerId: 212</br>Survived: 1</br>Pclass: 2</br>Name: Cameron, Miss. Clear Annie</br>Sex: female</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: F.C.C. 13528</br>Fare: 21.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 216</br>Survived: 1</br>Pclass: 1</br>Name: Newell, Miss. Madeleine</br>Sex: female</br>Age: 31.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 35273</br>Fare: 113.275</br>Cabin: D36</br>Embarked: C",
-          "PassengerId: 217</br>Survived: 1</br>Pclass: 3</br>Name: Honkanen, Miss. Eliina</br>Sex: female</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O2. 3101283</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 219</br>Survived: 1</br>Pclass: 1</br>Name: Bazzani, Miss. Albina</br>Sex: female</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 11813</br>Fare: 76.2917</br>Cabin: D15</br>Embarked: C",
-          "PassengerId: 221</br>Survived: 1</br>Pclass: 3</br>Name: Sunderland, Mr. Victor Francis</br>Sex: male</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/OQ 392089</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 225</br>Survived: 1</br>Pclass: 1</br>Name: Hoyt, Mr. Frederick Maxfield</br>Sex: male</br>Age: 38.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 19943</br>Fare: 90.0</br>Cabin: C93</br>Embarked: S",
-          "PassengerId: 227</br>Survived: 1</br>Pclass: 2</br>Name: Mellors, Mr. William John</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SW/PP 751</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 231</br>Survived: 1</br>Pclass: 1</br>Name: Harris, Mrs. Henry Birkhardt (Irene Wallach)</br>Sex: female</br>Age: 35.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 36973</br>Fare: 83.475</br>Cabin: C83</br>Embarked: S",
-          "PassengerId: 234</br>Survived: 1</br>Pclass: 3</br>Name: Asplund, Miss. Lillian Gertrud</br>Sex: female</br>Age: 5.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 347077</br>Fare: 31.3875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 238</br>Survived: 1</br>Pclass: 2</br>Name: Collyer, Miss. Marjorie \"Lottie\"</br>Sex: female</br>Age: 8.0</br>SibSp: 0</br>Parch: 2</br>Ticket: C.A. 31921</br>Fare: 26.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 248</br>Survived: 1</br>Pclass: 2</br>Name: Hamalainen, Mrs. William (Anna)</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 250649</br>Fare: 14.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 249</br>Survived: 1</br>Pclass: 1</br>Name: Beckwith, Mr. Richard Leonard</br>Sex: male</br>Age: 37.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 11751</br>Fare: 52.5542</br>Cabin: D35</br>Embarked: S",
-          "PassengerId: 256</br>Survived: 1</br>Pclass: 3</br>Name: Touma, Mrs. Darwis (Hanne Youssef Razi)</br>Sex: female</br>Age: 29.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 2650</br>Fare: 15.2458</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 258</br>Survived: 1</br>Pclass: 1</br>Name: Cherry, Miss. Gladys</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 110152</br>Fare: 86.5</br>Cabin: B77</br>Embarked: S",
-          "PassengerId: 259</br>Survived: 1</br>Pclass: 1</br>Name: Ward, Miss. Anna</br>Sex: female</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17755</br>Fare: 512.3292</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 260</br>Survived: 1</br>Pclass: 2</br>Name: Parrish, Mrs. (Lutie Davis)</br>Sex: female</br>Age: 50.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 230433</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 262</br>Survived: 1</br>Pclass: 3</br>Name: Asplund, Master. Edvin Rojj Felix</br>Sex: male</br>Age: 3.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 347077</br>Fare: 31.3875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 268</br>Survived: 1</br>Pclass: 3</br>Name: Persson, Mr. Ernst Ulrik</br>Sex: male</br>Age: 25.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 347083</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 269</br>Survived: 1</br>Pclass: 1</br>Name: Graham, Mrs. William Thompson (Edith Junkins)</br>Sex: female</br>Age: 58.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17582</br>Fare: 153.4625</br>Cabin: C125</br>Embarked: S",
-          "PassengerId: 270</br>Survived: 1</br>Pclass: 1</br>Name: Bissette, Miss. Amelia</br>Sex: female</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17760</br>Fare: 135.6333</br>Cabin: C99</br>Embarked: S",
-          "PassengerId: 272</br>Survived: 1</br>Pclass: 3</br>Name: Tornquist, Mr. William Henry</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: LINE</br>Fare: 0.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 273</br>Survived: 1</br>Pclass: 2</br>Name: Mellinger, Mrs. (Elizabeth Anne Maidment)</br>Sex: female</br>Age: 41.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 250644</br>Fare: 19.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 276</br>Survived: 1</br>Pclass: 1</br>Name: Andrews, Miss. Kornelia Theodosia</br>Sex: female</br>Age: 63.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 13502</br>Fare: 77.9583</br>Cabin: D7</br>Embarked: S",
-          "PassengerId: 280</br>Survived: 1</br>Pclass: 3</br>Name: Abbott, Mrs. Stanton (Rosa Hunt)</br>Sex: female</br>Age: 35.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 2673</br>Fare: 20.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 284</br>Survived: 1</br>Pclass: 3</br>Name: Dorking, Mr. Edward Arthur</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5. 10482</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 287</br>Survived: 1</br>Pclass: 3</br>Name: de Mulder, Mr. Theodore</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345774</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 289</br>Survived: 1</br>Pclass: 2</br>Name: Hosono, Mr. Masabumi</br>Sex: male</br>Age: 42.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 237798</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 290</br>Survived: 1</br>Pclass: 3</br>Name: Connolly, Miss. Kate</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 370373</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 291</br>Survived: 1</br>Pclass: 1</br>Name: Barber, Miss. Ellen \"Nellie\"</br>Sex: female</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 19877</br>Fare: 78.85</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 292</br>Survived: 1</br>Pclass: 1</br>Name: Bishop, Mrs. Dickinson H (Helen Walton)</br>Sex: female</br>Age: 19.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 11967</br>Fare: 91.0792</br>Cabin: B49</br>Embarked: C",
-          "PassengerId: 300</br>Survived: 1</br>Pclass: 1</br>Name: Baxter, Mrs. James (Helene DeLaudeniere Chaput)</br>Sex: female</br>Age: 50.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17558</br>Fare: 247.5208</br>Cabin: B58 B60</br>Embarked: C",
-          "PassengerId: 306</br>Survived: 1</br>Pclass: 1</br>Name: Allison, Master. Hudson Trevor</br>Sex: male</br>Age: 0.92</br>SibSp: 1</br>Parch: 2</br>Ticket: 113781</br>Fare: 151.55</br>Cabin: C22 C26</br>Embarked: S",
-          "PassengerId: 308</br>Survived: 1</br>Pclass: 1</br>Name: Penasco y Castellana, Mrs. Victor de Satode (Maria Josefa Perez de Soto y Vallejo)</br>Sex: female</br>Age: 17.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17758</br>Fare: 108.9</br>Cabin: C65</br>Embarked: C",
-          "PassengerId: 310</br>Survived: 1</br>Pclass: 1</br>Name: Francatelli, Miss. Laura Mabel</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17485</br>Fare: 56.9292</br>Cabin: E36</br>Embarked: C",
-          "PassengerId: 311</br>Survived: 1</br>Pclass: 1</br>Name: Hays, Miss. Margaret Bechstein</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 11767</br>Fare: 83.1583</br>Cabin: C54</br>Embarked: C",
-          "PassengerId: 312</br>Survived: 1</br>Pclass: 1</br>Name: Ryerson, Miss. Emily Borie</br>Sex: female</br>Age: 18.0</br>SibSp: 2</br>Parch: 2</br>Ticket: PC 17608</br>Fare: 262.375</br>Cabin: B57 B59 B63 B66</br>Embarked: C",
-          "PassengerId: 316</br>Survived: 1</br>Pclass: 3</br>Name: Nilsson, Miss. Helmina Josefina</br>Sex: female</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347470</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 317</br>Survived: 1</br>Pclass: 2</br>Name: Kantor, Mrs. Sinai (Miriam Sternin)</br>Sex: female</br>Age: 24.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 244367</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 319</br>Survived: 1</br>Pclass: 1</br>Name: Wick, Miss. Mary Natalie</br>Sex: female</br>Age: 31.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 36928</br>Fare: 164.8667</br>Cabin: C7</br>Embarked: S",
-          "PassengerId: 320</br>Survived: 1</br>Pclass: 1</br>Name: Spedden, Mrs. Frederic Oakley (Margaretta Corning Stone)</br>Sex: female</br>Age: 40.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 16966</br>Fare: 134.5</br>Cabin: E34</br>Embarked: C",
-          "PassengerId: 323</br>Survived: 1</br>Pclass: 2</br>Name: Slayter, Miss. Hilda Mary</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 234818</br>Fare: 12.35</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 324</br>Survived: 1</br>Pclass: 2</br>Name: Caldwell, Mrs. Albert Francis (Sylvia Mae Harbaugh)</br>Sex: female</br>Age: 22.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 248738</br>Fare: 29.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 326</br>Survived: 1</br>Pclass: 1</br>Name: Young, Miss. Marie Grice</br>Sex: female</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17760</br>Fare: 135.6333</br>Cabin: C32</br>Embarked: C",
-          "PassengerId: 328</br>Survived: 1</br>Pclass: 2</br>Name: Ball, Mrs. (Ada E Hall)</br>Sex: female</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28551</br>Fare: 13.0</br>Cabin: D</br>Embarked: S",
-          "PassengerId: 329</br>Survived: 1</br>Pclass: 3</br>Name: Goldsmith, Mrs. Frank John (Emily Alice Brown)</br>Sex: female</br>Age: 31.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 363291</br>Fare: 20.525</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 330</br>Survived: 1</br>Pclass: 1</br>Name: Hippach, Miss. Jean Gertrude</br>Sex: female</br>Age: 16.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 111361</br>Fare: 57.9792</br>Cabin: B18</br>Embarked: C",
-          "PassengerId: 338</br>Survived: 1</br>Pclass: 1</br>Name: Burns, Miss. Elizabeth Margaret</br>Sex: female</br>Age: 41.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 16966</br>Fare: 134.5</br>Cabin: E40</br>Embarked: C",
-          "PassengerId: 339</br>Survived: 1</br>Pclass: 3</br>Name: Dahl, Mr. Karl Edwart</br>Sex: male</br>Age: 45.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 7598</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 341</br>Survived: 1</br>Pclass: 2</br>Name: Navratil, Master. Edmond Roger</br>Sex: male</br>Age: 2.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 230080</br>Fare: 26.0</br>Cabin: F2</br>Embarked: S",
-          "PassengerId: 342</br>Survived: 1</br>Pclass: 1</br>Name: Fortune, Miss. Alice Elizabeth</br>Sex: female</br>Age: 24.0</br>SibSp: 3</br>Parch: 2</br>Ticket: 19950</br>Fare: 263.0</br>Cabin: C23 C25 C27</br>Embarked: S",
-          "PassengerId: 346</br>Survived: 1</br>Pclass: 2</br>Name: Brown, Miss. Amelia \"Mildred\"</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 248733</br>Fare: 13.0</br>Cabin: F33</br>Embarked: S",
-          "PassengerId: 347</br>Survived: 1</br>Pclass: 2</br>Name: Smith, Miss. Marion Elsie</br>Sex: female</br>Age: 40.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 31418</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 349</br>Survived: 1</br>Pclass: 3</br>Name: Coutts, Master. William Loch \"William\"</br>Sex: male</br>Age: 3.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 37671</br>Fare: 15.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 357</br>Survived: 1</br>Pclass: 1</br>Name: Bowerman, Miss. Elsie Edith</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 113505</br>Fare: 55.0</br>Cabin: E33</br>Embarked: S",
-          "PassengerId: 367</br>Survived: 1</br>Pclass: 1</br>Name: Warren, Mrs. Frank Manley (Anna Sophia Atkinson)</br>Sex: female</br>Age: 60.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 110813</br>Fare: 75.25</br>Cabin: D37</br>Embarked: C",
-          "PassengerId: 370</br>Survived: 1</br>Pclass: 1</br>Name: Aubart, Mme. Leontine Pauline</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17477</br>Fare: 69.3</br>Cabin: B35</br>Embarked: C",
-          "PassengerId: 371</br>Survived: 1</br>Pclass: 1</br>Name: Harder, Mr. George Achilles</br>Sex: male</br>Age: 25.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 11765</br>Fare: 55.4417</br>Cabin: E50</br>Embarked: C",
-          "PassengerId: 377</br>Survived: 1</br>Pclass: 3</br>Name: Landergren, Miss. Aurora Adelia</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C 7077</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 381</br>Survived: 1</br>Pclass: 1</br>Name: Bidois, Miss. Rosalie</br>Sex: female</br>Age: 42.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17757</br>Fare: 227.525</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 382</br>Survived: 1</br>Pclass: 3</br>Name: Nakid, Miss. Maria (\"Mary\")</br>Sex: female</br>Age: 1.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 2653</br>Fare: 15.7417</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 384</br>Survived: 1</br>Pclass: 1</br>Name: Holverson, Mrs. Alexander Oskar (Mary Aline Towner)</br>Sex: female</br>Age: 35.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113789</br>Fare: 52.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 388</br>Survived: 1</br>Pclass: 2</br>Name: Buss, Miss. Kate</br>Sex: female</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 27849</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 390</br>Survived: 1</br>Pclass: 2</br>Name: Lehmann, Miss. Bertha</br>Sex: female</br>Age: 17.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SC 1748</br>Fare: 12.0</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 391</br>Survived: 1</br>Pclass: 1</br>Name: Carter, Mr. William Ernest</br>Sex: male</br>Age: 36.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 113760</br>Fare: 120.0</br>Cabin: B96 B98</br>Embarked: S",
-          "PassengerId: 392</br>Survived: 1</br>Pclass: 3</br>Name: Jansson, Mr. Carl Olof</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350034</br>Fare: 7.7958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 394</br>Survived: 1</br>Pclass: 1</br>Name: Newell, Miss. Marjorie</br>Sex: female</br>Age: 23.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 35273</br>Fare: 113.275</br>Cabin: D36</br>Embarked: C",
-          "PassengerId: 395</br>Survived: 1</br>Pclass: 3</br>Name: Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 2</br>Ticket: PP 9549</br>Fare: 16.7</br>Cabin: G6</br>Embarked: S",
-          "PassengerId: 400</br>Survived: 1</br>Pclass: 2</br>Name: Trout, Mrs. William H (Jessie L)</br>Sex: female</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 240929</br>Fare: 12.65</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 401</br>Survived: 1</br>Pclass: 3</br>Name: Niskanen, Mr. Juha</br>Sex: male</br>Age: 39.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101289</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 408</br>Survived: 1</br>Pclass: 2</br>Name: Richards, Master. William Rowe</br>Sex: male</br>Age: 3.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 29106</br>Fare: 18.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 413</br>Survived: 1</br>Pclass: 1</br>Name: Minahan, Miss. Daisy E</br>Sex: female</br>Age: 33.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 19928</br>Fare: 90.0</br>Cabin: C78</br>Embarked: Q",
-          "PassengerId: 415</br>Survived: 1</br>Pclass: 3</br>Name: Sundman, Mr. Johan Julian</br>Sex: male</br>Age: 44.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101269</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 417</br>Survived: 1</br>Pclass: 2</br>Name: Drew, Mrs. James Vivian (Lulu Thorne Christian)</br>Sex: female</br>Age: 34.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 28220</br>Fare: 32.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 418</br>Survived: 1</br>Pclass: 2</br>Name: Silven, Miss. Lyyli Karoliina</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 250652</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 427</br>Survived: 1</br>Pclass: 2</br>Name: Clarke, Mrs. Charles V (Ada Maria Winfield)</br>Sex: female</br>Age: 28.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2003</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 428</br>Survived: 1</br>Pclass: 2</br>Name: Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")</br>Sex: female</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250655</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 430</br>Survived: 1</br>Pclass: 3</br>Name: Pickard, Mr. Berk (Berk Trembisky)</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O.Q. 392078</br>Fare: 8.05</br>Cabin: E10</br>Embarked: S",
-          "PassengerId: 431</br>Survived: 1</br>Pclass: 1</br>Name: Bjornstrom-Steffansson, Mr. Mauritz Hakan</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 110564</br>Fare: 26.55</br>Cabin: C52</br>Embarked: S",
-          "PassengerId: 433</br>Survived: 1</br>Pclass: 2</br>Name: Louch, Mrs. Charles Alexander (Alice Adelaide Slow)</br>Sex: female</br>Age: 42.0</br>SibSp: 1</br>Parch: 0</br>Ticket: SC/AH 3085</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 436</br>Survived: 1</br>Pclass: 1</br>Name: Carter, Miss. Lucile Polk</br>Sex: female</br>Age: 14.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 113760</br>Fare: 120.0</br>Cabin: B96 B98</br>Embarked: S",
-          "PassengerId: 438</br>Survived: 1</br>Pclass: 2</br>Name: Richards, Mrs. Sidney (Emily Hocking)</br>Sex: female</br>Age: 24.0</br>SibSp: 2</br>Parch: 3</br>Ticket: 29106</br>Fare: 18.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 441</br>Survived: 1</br>Pclass: 2</br>Name: Hart, Mrs. Benjamin (Esther Ada Bloomfield)</br>Sex: female</br>Age: 45.0</br>SibSp: 1</br>Parch: 1</br>Ticket: F.C.C. 13529</br>Fare: 26.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 444</br>Survived: 1</br>Pclass: 2</br>Name: Reynaldo, Ms. Encarnacion</br>Sex: female</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 230434</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 446</br>Survived: 1</br>Pclass: 1</br>Name: Dodge, Master. Washington</br>Sex: male</br>Age: 4.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 33638</br>Fare: 81.8583</br>Cabin: A34</br>Embarked: S",
-          "PassengerId: 447</br>Survived: 1</br>Pclass: 2</br>Name: Mellinger, Miss. Madeleine Violet</br>Sex: female</br>Age: 13.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 250644</br>Fare: 19.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 448</br>Survived: 1</br>Pclass: 1</br>Name: Seward, Mr. Frederic Kimber</br>Sex: male</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113794</br>Fare: 26.55</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 449</br>Survived: 1</br>Pclass: 3</br>Name: Baclini, Miss. Marie Catherine</br>Sex: female</br>Age: 5.0</br>SibSp: 2</br>Parch: 1</br>Ticket: 2666</br>Fare: 19.2583</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 450</br>Survived: 1</br>Pclass: 1</br>Name: Peuchen, Major. Arthur Godfrey</br>Sex: male</br>Age: 52.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113786</br>Fare: 30.5</br>Cabin: C104</br>Embarked: S",
-          "PassengerId: 454</br>Survived: 1</br>Pclass: 1</br>Name: Goldenberg, Mr. Samuel L</br>Sex: male</br>Age: 49.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 17453</br>Fare: 89.1042</br>Cabin: C92</br>Embarked: C",
-          "PassengerId: 456</br>Survived: 1</br>Pclass: 3</br>Name: Jalsevac, Mr. Ivan</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349240</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 459</br>Survived: 1</br>Pclass: 2</br>Name: Toomey, Miss. Ellen</br>Sex: female</br>Age: 50.0</br>SibSp: 0</br>Parch: 0</br>Ticket: F.C.C. 13531</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 461</br>Survived: 1</br>Pclass: 1</br>Name: Anderson, Mr. Harry</br>Sex: male</br>Age: 48.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 19952</br>Fare: 26.55</br>Cabin: E12</br>Embarked: S",
-          "PassengerId: 470</br>Survived: 1</br>Pclass: 3</br>Name: Baclini, Miss. Helene Barbara</br>Sex: female</br>Age: 0.75</br>SibSp: 2</br>Parch: 1</br>Ticket: 2666</br>Fare: 19.2583</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 473</br>Survived: 1</br>Pclass: 2</br>Name: West, Mrs. Edwy Arthur (Ada Mary Worth)</br>Sex: female</br>Age: 33.0</br>SibSp: 1</br>Parch: 2</br>Ticket: C.A. 34651</br>Fare: 27.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 474</br>Survived: 1</br>Pclass: 2</br>Name: Jerwan, Mrs. Amin S (Marie Marthe Thuillard)</br>Sex: female</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SC/AH Basle 541</br>Fare: 13.7917</br>Cabin: D</br>Embarked: C",
-          "PassengerId: 480</br>Survived: 1</br>Pclass: 3</br>Name: Hirvonen, Miss. Hildur E</br>Sex: female</br>Age: 2.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 3101298</br>Fare: 12.2875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 484</br>Survived: 1</br>Pclass: 3</br>Name: Turkula, Mrs. (Hedwig)</br>Sex: female</br>Age: 63.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 4134</br>Fare: 9.5875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 485</br>Survived: 1</br>Pclass: 1</br>Name: Bishop, Mr. Dickinson H</br>Sex: male</br>Age: 25.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 11967</br>Fare: 91.0792</br>Cabin: B49</br>Embarked: C",
-          "PassengerId: 487</br>Survived: 1</br>Pclass: 1</br>Name: Hoyt, Mrs. Frederick Maxfield (Jane Anne Forby)</br>Sex: female</br>Age: 35.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 19943</br>Fare: 90.0</br>Cabin: C93</br>Embarked: S",
-          "PassengerId: 490</br>Survived: 1</br>Pclass: 3</br>Name: Coutts, Master. Eden Leslie \"Neville\"</br>Sex: male</br>Age: 9.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 37671</br>Fare: 15.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 497</br>Survived: 1</br>Pclass: 1</br>Name: Eustis, Miss. Elizabeth Mussey</br>Sex: female</br>Age: 54.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 36947</br>Fare: 78.2667</br>Cabin: D20</br>Embarked: C",
-          "PassengerId: 505</br>Survived: 1</br>Pclass: 1</br>Name: Maioni, Miss. Roberta</br>Sex: female</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 110152</br>Fare: 86.5</br>Cabin: B79</br>Embarked: S",
-          "PassengerId: 507</br>Survived: 1</br>Pclass: 2</br>Name: Quick, Mrs. Frederick Charles (Jane Richards)</br>Sex: female</br>Age: 33.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 26360</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 510</br>Survived: 1</br>Pclass: 3</br>Name: Lang, Mr. Fang</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 1601</br>Fare: 56.4958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 511</br>Survived: 1</br>Pclass: 3</br>Name: Daly, Mr. Eugene Patrick</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 382651</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 513</br>Survived: 1</br>Pclass: 1</br>Name: McGough, Mr. James Robert</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17473</br>Fare: 26.2875</br>Cabin: E25</br>Embarked: S",
-          "PassengerId: 514</br>Survived: 1</br>Pclass: 1</br>Name: Rothschild, Mrs. Martin (Elizabeth L. Barrett)</br>Sex: female</br>Age: 54.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17603</br>Fare: 59.4</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 517</br>Survived: 1</br>Pclass: 2</br>Name: Lemore, Mrs. (Amelia Milley)</br>Sex: female</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 34260</br>Fare: 10.5</br>Cabin: F33</br>Embarked: S",
-          "PassengerId: 519</br>Survived: 1</br>Pclass: 2</br>Name: Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)</br>Sex: female</br>Age: 36.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 226875</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 521</br>Survived: 1</br>Pclass: 1</br>Name: Perreault, Miss. Anne</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 12749</br>Fare: 93.5</br>Cabin: B73</br>Embarked: S",
-          "PassengerId: 524</br>Survived: 1</br>Pclass: 1</br>Name: Hippach, Mrs. Louis Albert (Ida Sophia Fischer)</br>Sex: female</br>Age: 44.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 111361</br>Fare: 57.9792</br>Cabin: B18</br>Embarked: C",
-          "PassengerId: 527</br>Survived: 1</br>Pclass: 2</br>Name: Ridsdale, Miss. Lucy</br>Sex: female</br>Age: 50.0</br>SibSp: 0</br>Parch: 0</br>Ticket: W./C. 14258</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 531</br>Survived: 1</br>Pclass: 2</br>Name: Quick, Miss. Phyllis May</br>Sex: female</br>Age: 2.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 26360</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 536</br>Survived: 1</br>Pclass: 2</br>Name: Hart, Miss. Eva Miriam</br>Sex: female</br>Age: 7.0</br>SibSp: 0</br>Parch: 2</br>Ticket: F.C.C. 13529</br>Fare: 26.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 538</br>Survived: 1</br>Pclass: 1</br>Name: LeRoy, Miss. Bertha</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17761</br>Fare: 106.425</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 540</br>Survived: 1</br>Pclass: 1</br>Name: Frolicher, Miss. Hedwig Margaritha</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 13568</br>Fare: 49.5</br>Cabin: B39</br>Embarked: C",
-          "PassengerId: 541</br>Survived: 1</br>Pclass: 1</br>Name: Crosby, Miss. Harriet R</br>Sex: female</br>Age: 36.0</br>SibSp: 0</br>Parch: 2</br>Ticket: WE/P 5735</br>Fare: 71.0</br>Cabin: B22</br>Embarked: S",
-          "PassengerId: 544</br>Survived: 1</br>Pclass: 2</br>Name: Beane, Mr. Edward</br>Sex: male</br>Age: 32.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2908</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 547</br>Survived: 1</br>Pclass: 2</br>Name: Beane, Mrs. Edward (Ethel Clarke)</br>Sex: female</br>Age: 19.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2908</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 550</br>Survived: 1</br>Pclass: 2</br>Name: Davies, Master. John Morgan Jr</br>Sex: male</br>Age: 8.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 33112</br>Fare: 36.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 551</br>Survived: 1</br>Pclass: 1</br>Name: Thayer, Mr. John Borland Jr</br>Sex: male</br>Age: 17.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 17421</br>Fare: 110.8833</br>Cabin: C70</br>Embarked: C",
-          "PassengerId: 554</br>Survived: 1</br>Pclass: 3</br>Name: Leeni, Mr. Fahim (\"Philip Zenni\")</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2620</br>Fare: 7.225</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 555</br>Survived: 1</br>Pclass: 3</br>Name: Ohman, Miss. Velin</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347085</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 557</br>Survived: 1</br>Pclass: 1</br>Name: Duff Gordon, Lady. (Lucille Christiana Sutherland) (\"Mrs Morgan\")</br>Sex: female</br>Age: 48.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 11755</br>Fare: 39.6</br>Cabin: A16</br>Embarked: C",
-          "PassengerId: 559</br>Survived: 1</br>Pclass: 1</br>Name: Taussig, Mrs. Emil (Tillie Mandelbaum)</br>Sex: female</br>Age: 39.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 110413</br>Fare: 79.65</br>Cabin: E67</br>Embarked: S",
-          "PassengerId: 560</br>Survived: 1</br>Pclass: 3</br>Name: de Messemaeker, Mrs. Guillaume Joseph (Emma)</br>Sex: female</br>Age: 36.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 345572</br>Fare: 17.4</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 570</br>Survived: 1</br>Pclass: 3</br>Name: Jonsson, Mr. Carl</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350417</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 571</br>Survived: 1</br>Pclass: 2</br>Name: Harris, Mr. George</br>Sex: male</br>Age: 62.0</br>SibSp: 0</br>Parch: 0</br>Ticket: S.W./PP 752</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 572</br>Survived: 1</br>Pclass: 1</br>Name: Appleton, Mrs. Edward Dale (Charlotte Lamson)</br>Sex: female</br>Age: 53.0</br>SibSp: 2</br>Parch: 0</br>Ticket: 11769</br>Fare: 51.4792</br>Cabin: C101</br>Embarked: S",
-          "PassengerId: 573</br>Survived: 1</br>Pclass: 1</br>Name: Flynn, Mr. John Irwin (\"Irving\")</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17474</br>Fare: 26.3875</br>Cabin: E25</br>Embarked: S",
-          "PassengerId: 577</br>Survived: 1</br>Pclass: 2</br>Name: Garside, Miss. Ethel</br>Sex: female</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 243880</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 578</br>Survived: 1</br>Pclass: 1</br>Name: Silvey, Mrs. William Baird (Alice Munger)</br>Sex: female</br>Age: 39.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 13507</br>Fare: 55.9</br>Cabin: E44</br>Embarked: S",
-          "PassengerId: 580</br>Survived: 1</br>Pclass: 3</br>Name: Jussila, Mr. Eiriik</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101286</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 581</br>Survived: 1</br>Pclass: 2</br>Name: Christy, Miss. Julie Rachel</br>Sex: female</br>Age: 25.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 237789</br>Fare: 30.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 582</br>Survived: 1</br>Pclass: 1</br>Name: Thayer, Mrs. John Borland (Marian Longstreth Morris)</br>Sex: female</br>Age: 39.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 17421</br>Fare: 110.8833</br>Cabin: C68</br>Embarked: C",
-          "PassengerId: 586</br>Survived: 1</br>Pclass: 1</br>Name: Taussig, Miss. Ruth</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 110413</br>Fare: 79.65</br>Cabin: E68</br>Embarked: S",
-          "PassengerId: 588</br>Survived: 1</br>Pclass: 1</br>Name: Frolicher-Stehli, Mr. Maxmillian</br>Sex: male</br>Age: 60.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 13567</br>Fare: 79.2</br>Cabin: B41</br>Embarked: C",
-          "PassengerId: 592</br>Survived: 1</br>Pclass: 1</br>Name: Stephenson, Mrs. Walter Bertram (Martha Eustis)</br>Sex: female</br>Age: 52.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 36947</br>Fare: 78.2667</br>Cabin: D20</br>Embarked: C",
-          "PassengerId: 600</br>Survived: 1</br>Pclass: 1</br>Name: Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")</br>Sex: male</br>Age: 49.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17485</br>Fare: 56.9292</br>Cabin: A20</br>Embarked: C",
-          "PassengerId: 601</br>Survived: 1</br>Pclass: 2</br>Name: Jacobsohn, Mrs. Sidney Samuel (Amy Frances Christy)</br>Sex: female</br>Age: 24.0</br>SibSp: 2</br>Parch: 1</br>Ticket: 243847</br>Fare: 27.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 605</br>Survived: 1</br>Pclass: 1</br>Name: Homer, Mr. Harry (\"Mr E Haven\")</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 111426</br>Fare: 26.55</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 608</br>Survived: 1</br>Pclass: 1</br>Name: Daniel, Mr. Robert Williams</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113804</br>Fare: 30.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 609</br>Survived: 1</br>Pclass: 2</br>Name: Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)</br>Sex: female</br>Age: 22.0</br>SibSp: 1</br>Parch: 2</br>Ticket: SC/Paris 2123</br>Fare: 41.5792</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 610</br>Survived: 1</br>Pclass: 1</br>Name: Shutes, Miss. Elizabeth W</br>Sex: female</br>Age: 40.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17582</br>Fare: 153.4625</br>Cabin: C125</br>Embarked: S",
-          "PassengerId: 616</br>Survived: 1</br>Pclass: 2</br>Name: Herman, Miss. Alice</br>Sex: female</br>Age: 24.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 220845</br>Fare: 65.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 619</br>Survived: 1</br>Pclass: 2</br>Name: Becker, Miss. Marion Louise</br>Sex: female</br>Age: 4.0</br>SibSp: 2</br>Parch: 1</br>Ticket: 230136</br>Fare: 39.0</br>Cabin: F4</br>Embarked: S",
-          "PassengerId: 622</br>Survived: 1</br>Pclass: 1</br>Name: Kimball, Mr. Edwin Nelson Jr</br>Sex: male</br>Age: 42.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 11753</br>Fare: 52.5542</br>Cabin: D19</br>Embarked: S",
-          "PassengerId: 623</br>Survived: 1</br>Pclass: 3</br>Name: Nakid, Mr. Sahid</br>Sex: male</br>Age: 20.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 2653</br>Fare: 15.7417</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 628</br>Survived: 1</br>Pclass: 1</br>Name: Longley, Miss. Gretchen Fiske</br>Sex: female</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 13502</br>Fare: 77.9583</br>Cabin: D9</br>Embarked: S",
-          "PassengerId: 631</br>Survived: 1</br>Pclass: 1</br>Name: Barkworth, Mr. Algernon Henry Wilson</br>Sex: male</br>Age: 80.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 27042</br>Fare: 30.0</br>Cabin: A23</br>Embarked: S",
-          "PassengerId: 633</br>Survived: 1</br>Pclass: 1</br>Name: Stahelin-Maeglin, Dr. Max</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 13214</br>Fare: 30.5</br>Cabin: B50</br>Embarked: C",
-          "PassengerId: 636</br>Survived: 1</br>Pclass: 2</br>Name: Davis, Miss. Mary</br>Sex: female</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 237668</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 642</br>Survived: 1</br>Pclass: 1</br>Name: Sagesser, Mlle. Emma</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17477</br>Fare: 69.3</br>Cabin: B35</br>Embarked: C",
-          "PassengerId: 645</br>Survived: 1</br>Pclass: 3</br>Name: Baclini, Miss. Eugenie</br>Sex: female</br>Age: 0.75</br>SibSp: 2</br>Parch: 1</br>Ticket: 2666</br>Fare: 19.2583</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 646</br>Survived: 1</br>Pclass: 1</br>Name: Harper, Mr. Henry Sleeper</br>Sex: male</br>Age: 48.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17572</br>Fare: 76.7292</br>Cabin: D33</br>Embarked: C",
-          "PassengerId: 648</br>Survived: 1</br>Pclass: 1</br>Name: Simonius-Blumer, Col. Oberst Alfons</br>Sex: male</br>Age: 56.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 13213</br>Fare: 35.5</br>Cabin: A26</br>Embarked: C",
-          "PassengerId: 650</br>Survived: 1</br>Pclass: 3</br>Name: Stanley, Miss. Amy Zillah Elsie</br>Sex: female</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: CA. 2314</br>Fare: 7.55</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 652</br>Survived: 1</br>Pclass: 2</br>Name: Doling, Miss. Elsie</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 231919</br>Fare: 23.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 661</br>Survived: 1</br>Pclass: 1</br>Name: Frauenthal, Dr. Henry William</br>Sex: male</br>Age: 50.0</br>SibSp: 2</br>Parch: 0</br>Ticket: PC 17611</br>Fare: 133.65</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 665</br>Survived: 1</br>Pclass: 3</br>Name: Lindqvist, Mr. Eino William</br>Sex: male</br>Age: 20.0</br>SibSp: 1</br>Parch: 0</br>Ticket: STON/O 2. 3101285</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 671</br>Survived: 1</br>Pclass: 2</br>Name: Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)</br>Sex: female</br>Age: 40.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 29750</br>Fare: 39.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 674</br>Survived: 1</br>Pclass: 2</br>Name: Wilhelms, Mr. Charles</br>Sex: male</br>Age: 31.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 244270</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 678</br>Survived: 1</br>Pclass: 3</br>Name: Turja, Miss. Anna Sofia</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 4138</br>Fare: 9.8417</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 680</br>Survived: 1</br>Pclass: 1</br>Name: Cardeza, Mr. Thomas Drake Martinez</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17755</br>Fare: 512.3292</br>Cabin: B51 B53 B55</br>Embarked: C",
-          "PassengerId: 682</br>Survived: 1</br>Pclass: 1</br>Name: Hassab, Mr. Hammad</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17572</br>Fare: 76.7292</br>Cabin: D49</br>Embarked: C",
-          "PassengerId: 690</br>Survived: 1</br>Pclass: 1</br>Name: Madill, Miss. Georgette Alexandra</br>Sex: female</br>Age: 15.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 24160</br>Fare: 211.3375</br>Cabin: B5</br>Embarked: S",
-          "PassengerId: 691</br>Survived: 1</br>Pclass: 1</br>Name: Dick, Mr. Albert Adrian</br>Sex: male</br>Age: 31.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 17474</br>Fare: 57.0</br>Cabin: B20</br>Embarked: S",
-          "PassengerId: 692</br>Survived: 1</br>Pclass: 3</br>Name: Karun, Miss. Manca</br>Sex: female</br>Age: 4.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 349256</br>Fare: 13.4167</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 701</br>Survived: 1</br>Pclass: 1</br>Name: Astor, Mrs. John Jacob (Madeleine Talmadge Force)</br>Sex: female</br>Age: 18.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17757</br>Fare: 227.525</br>Cabin: C62 C64</br>Embarked: C",
-          "PassengerId: 702</br>Survived: 1</br>Pclass: 1</br>Name: Silverthorne, Mr. Spencer Victor</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17475</br>Fare: 26.2875</br>Cabin: E24</br>Embarked: S",
-          "PassengerId: 707</br>Survived: 1</br>Pclass: 2</br>Name: Kelly, Mrs. Florence \"Fannie\"</br>Sex: female</br>Age: 45.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 223596</br>Fare: 13.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 708</br>Survived: 1</br>Pclass: 1</br>Name: Calderhead, Mr. Edward Pennington</br>Sex: male</br>Age: 42.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17476</br>Fare: 26.2875</br>Cabin: E24</br>Embarked: S",
-          "PassengerId: 709</br>Survived: 1</br>Pclass: 1</br>Name: Cleaver, Miss. Alice</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113781</br>Fare: 151.55</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 711</br>Survived: 1</br>Pclass: 1</br>Name: Mayne, Mlle. Berthe Antonine (\"Mrs de Villiers\")</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17482</br>Fare: 49.5042</br>Cabin: C90</br>Embarked: C",
-          "PassengerId: 713</br>Survived: 1</br>Pclass: 1</br>Name: Taylor, Mr. Elmer Zebley</br>Sex: male</br>Age: 48.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 19996</br>Fare: 52.0</br>Cabin: C126</br>Embarked: S",
-          "PassengerId: 717</br>Survived: 1</br>Pclass: 1</br>Name: Endres, Miss. Caroline Louise</br>Sex: female</br>Age: 38.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17757</br>Fare: 227.525</br>Cabin: C45</br>Embarked: C",
-          "PassengerId: 718</br>Survived: 1</br>Pclass: 2</br>Name: Troutt, Miss. Edwina Celia \"Winnie\"</br>Sex: female</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 34218</br>Fare: 10.5</br>Cabin: E101</br>Embarked: S",
-          "PassengerId: 721</br>Survived: 1</br>Pclass: 2</br>Name: Harper, Miss. Annie Jessie \"Nina\"</br>Sex: female</br>Age: 6.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 248727</br>Fare: 33.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 725</br>Survived: 1</br>Pclass: 1</br>Name: Chambers, Mr. Norman Campbell</br>Sex: male</br>Age: 27.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113806</br>Fare: 53.1</br>Cabin: E8</br>Embarked: S",
-          "PassengerId: 727</br>Survived: 1</br>Pclass: 2</br>Name: Renouf, Mrs. Peter Henry (Lillian Jefferys)</br>Sex: female</br>Age: 30.0</br>SibSp: 3</br>Parch: 0</br>Ticket: 31027</br>Fare: 21.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 731</br>Survived: 1</br>Pclass: 1</br>Name: Allen, Miss. Elisabeth Walton</br>Sex: female</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 24160</br>Fare: 211.3375</br>Cabin: B5</br>Embarked: S",
-          "PassengerId: 738</br>Survived: 1</br>Pclass: 1</br>Name: Lesurer, Mr. Gustave J</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17755</br>Fare: 512.3292</br>Cabin: B101</br>Embarked: C",
-          "PassengerId: 743</br>Survived: 1</br>Pclass: 1</br>Name: Ryerson, Miss. Susan Parker \"Suzette\"</br>Sex: female</br>Age: 21.0</br>SibSp: 2</br>Parch: 2</br>Ticket: PC 17608</br>Fare: 262.375</br>Cabin: B57 B59 B63 B66</br>Embarked: C",
-          "PassengerId: 745</br>Survived: 1</br>Pclass: 3</br>Name: Stranden, Mr. Juho</br>Sex: male</br>Age: 31.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101288</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 748</br>Survived: 1</br>Pclass: 2</br>Name: Sinkkonen, Miss. Anna</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250648</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 751</br>Survived: 1</br>Pclass: 2</br>Name: Wells, Miss. Joan</br>Sex: female</br>Age: 4.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 29103</br>Fare: 23.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 752</br>Survived: 1</br>Pclass: 3</br>Name: Moor, Master. Meier</br>Sex: male</br>Age: 6.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 392096</br>Fare: 12.475</br>Cabin: E121</br>Embarked: S",
-          "PassengerId: 755</br>Survived: 1</br>Pclass: 2</br>Name: Herman, Mrs. Samuel (Jane Laver)</br>Sex: female</br>Age: 48.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 220845</br>Fare: 65.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 756</br>Survived: 1</br>Pclass: 2</br>Name: Hamalainen, Master. Viljo</br>Sex: male</br>Age: 0.67</br>SibSp: 1</br>Parch: 1</br>Ticket: 250649</br>Fare: 14.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 760</br>Survived: 1</br>Pclass: 1</br>Name: Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)</br>Sex: female</br>Age: 33.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 110152</br>Fare: 86.5</br>Cabin: B77</br>Embarked: S",
-          "PassengerId: 763</br>Survived: 1</br>Pclass: 3</br>Name: Barah, Mr. Hanna Assi</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2663</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 764</br>Survived: 1</br>Pclass: 1</br>Name: Carter, Mrs. William Ernest (Lucile Polk)</br>Sex: female</br>Age: 36.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 113760</br>Fare: 120.0</br>Cabin: B96 B98</br>Embarked: S",
-          "PassengerId: 766</br>Survived: 1</br>Pclass: 1</br>Name: Hogeboom, Mrs. John C (Anna Andrews)</br>Sex: female</br>Age: 51.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 13502</br>Fare: 77.9583</br>Cabin: D11</br>Embarked: S",
-          "PassengerId: 775</br>Survived: 1</br>Pclass: 2</br>Name: Hocking, Mrs. Elizabeth (Eliza Needs)</br>Sex: female</br>Age: 54.0</br>SibSp: 1</br>Parch: 3</br>Ticket: 29105</br>Fare: 23.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 778</br>Survived: 1</br>Pclass: 3</br>Name: Emanuel, Miss. Virginia Ethel</br>Sex: female</br>Age: 5.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 364516</br>Fare: 12.475</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 780</br>Survived: 1</br>Pclass: 1</br>Name: Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)</br>Sex: female</br>Age: 43.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 24160</br>Fare: 211.3375</br>Cabin: B3</br>Embarked: S",
-          "PassengerId: 781</br>Survived: 1</br>Pclass: 3</br>Name: Ayoub, Miss. Banoura</br>Sex: female</br>Age: 13.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2687</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 782</br>Survived: 1</br>Pclass: 1</br>Name: Dick, Mrs. Albert Adrian (Vera Gillespie)</br>Sex: female</br>Age: 17.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 17474</br>Fare: 57.0</br>Cabin: B20</br>Embarked: S",
-          "PassengerId: 787</br>Survived: 1</br>Pclass: 3</br>Name: Sjoblom, Miss. Anna Sofia</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 3101265</br>Fare: 7.4958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 789</br>Survived: 1</br>Pclass: 3</br>Name: Dean, Master. Bertram Vere</br>Sex: male</br>Age: 1.0</br>SibSp: 1</br>Parch: 2</br>Ticket: C.A. 2315</br>Fare: 20.575</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 797</br>Survived: 1</br>Pclass: 1</br>Name: Leader, Dr. Alice (Farnham)</br>Sex: female</br>Age: 49.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 17465</br>Fare: 25.9292</br>Cabin: D17</br>Embarked: S",
-          "PassengerId: 798</br>Survived: 1</br>Pclass: 3</br>Name: Osman, Mrs. Mara</br>Sex: female</br>Age: 31.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349244</br>Fare: 8.6833</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 802</br>Survived: 1</br>Pclass: 2</br>Name: Collyer, Mrs. Harvey (Charlotte Annie Tate)</br>Sex: female</br>Age: 31.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 31921</br>Fare: 26.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 803</br>Survived: 1</br>Pclass: 1</br>Name: Carter, Master. William Thornton II</br>Sex: male</br>Age: 11.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 113760</br>Fare: 120.0</br>Cabin: B96 B98</br>Embarked: S",
-          "PassengerId: 804</br>Survived: 1</br>Pclass: 3</br>Name: Thomas, Master. Assad Alexander</br>Sex: male</br>Age: 0.42</br>SibSp: 0</br>Parch: 1</br>Ticket: 2625</br>Fare: 8.5167</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 805</br>Survived: 1</br>Pclass: 3</br>Name: Hedman, Mr. Oskar Arvid</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347089</br>Fare: 6.975</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 810</br>Survived: 1</br>Pclass: 1</br>Name: Chambers, Mrs. Norman Campbell (Bertha Griggs)</br>Sex: female</br>Age: 33.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113806</br>Fare: 53.1</br>Cabin: E8</br>Embarked: S",
-          "PassengerId: 821</br>Survived: 1</br>Pclass: 1</br>Name: Hays, Mrs. Charles Melville (Clara Jennings Gregg)</br>Sex: female</br>Age: 52.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 12749</br>Fare: 93.5</br>Cabin: B69</br>Embarked: S",
-          "PassengerId: 822</br>Survived: 1</br>Pclass: 3</br>Name: Lulic, Mr. Nikola</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315098</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 824</br>Survived: 1</br>Pclass: 3</br>Name: Moor, Mrs. (Beila)</br>Sex: female</br>Age: 27.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 392096</br>Fare: 12.475</br>Cabin: E121</br>Embarked: S",
-          "PassengerId: 828</br>Survived: 1</br>Pclass: 2</br>Name: Mallet, Master. Andre</br>Sex: male</br>Age: 1.0</br>SibSp: 0</br>Parch: 2</br>Ticket: S.C./PARIS 2079</br>Fare: 37.0042</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 830</br>Survived: 1</br>Pclass: 1</br>Name: Stone, Mrs. George Nelson (Martha Evelyn)</br>Sex: female</br>Age: 62.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113572</br>Fare: 80.0</br>Cabin: B28</br>Embarked: nan",
-          "PassengerId: 831</br>Survived: 1</br>Pclass: 3</br>Name: Yasbeck, Mrs. Antoni (Selini Alexander)</br>Sex: female</br>Age: 15.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2659</br>Fare: 14.4542</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 832</br>Survived: 1</br>Pclass: 2</br>Name: Richards, Master. George Sibley</br>Sex: male</br>Age: 0.83</br>SibSp: 1</br>Parch: 1</br>Ticket: 29106</br>Fare: 18.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 836</br>Survived: 1</br>Pclass: 1</br>Name: Compton, Miss. Sara Rebecca</br>Sex: female</br>Age: 39.0</br>SibSp: 1</br>Parch: 1</br>Ticket: PC 17756</br>Fare: 83.1583</br>Cabin: E49</br>Embarked: C",
-          "PassengerId: 839</br>Survived: 1</br>Pclass: 3</br>Name: Chip, Mr. Chang</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 1601</br>Fare: 56.4958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 843</br>Survived: 1</br>Pclass: 1</br>Name: Serepeca, Miss. Augusta</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113798</br>Fare: 31.0</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 854</br>Survived: 1</br>Pclass: 1</br>Name: Lines, Miss. Mary Conover</br>Sex: female</br>Age: 16.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17592</br>Fare: 39.4</br>Cabin: D28</br>Embarked: S",
-          "PassengerId: 856</br>Survived: 1</br>Pclass: 3</br>Name: Aks, Mrs. Sam (Leah Rosen)</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 392091</br>Fare: 9.35</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 857</br>Survived: 1</br>Pclass: 1</br>Name: Wick, Mrs. George Dennick (Mary Hitchcock)</br>Sex: female</br>Age: 45.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 36928</br>Fare: 164.8667</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 858</br>Survived: 1</br>Pclass: 1</br>Name: Daly, Mr. Peter Denis </br>Sex: male</br>Age: 51.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113055</br>Fare: 26.55</br>Cabin: E17</br>Embarked: S",
-          "PassengerId: 859</br>Survived: 1</br>Pclass: 3</br>Name: Baclini, Mrs. Solomon (Latifa Qurban)</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 3</br>Ticket: 2666</br>Fare: 19.2583</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 863</br>Survived: 1</br>Pclass: 1</br>Name: Swift, Mrs. Frederick Joel (Margaret Welles Barron)</br>Sex: female</br>Age: 48.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 17466</br>Fare: 25.9292</br>Cabin: D17</br>Embarked: S",
-          "PassengerId: 866</br>Survived: 1</br>Pclass: 2</br>Name: Bystrom, Mrs. (Karolina)</br>Sex: female</br>Age: 42.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 236852</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 867</br>Survived: 1</br>Pclass: 2</br>Name: Duran y More, Miss. Asuncion</br>Sex: female</br>Age: 27.0</br>SibSp: 1</br>Parch: 0</br>Ticket: SC/PARIS 2149</br>Fare: 13.8583</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 870</br>Survived: 1</br>Pclass: 3</br>Name: Johnson, Master. Harold Theodor</br>Sex: male</br>Age: 4.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 347742</br>Fare: 11.1333</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 872</br>Survived: 1</br>Pclass: 1</br>Name: Beckwith, Mrs. Richard Leonard (Sallie Monypeny)</br>Sex: female</br>Age: 47.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 11751</br>Fare: 52.5542</br>Cabin: D35</br>Embarked: S",
-          "PassengerId: 875</br>Survived: 1</br>Pclass: 2</br>Name: Abelson, Mrs. Samuel (Hannah Wizosky)</br>Sex: female</br>Age: 28.0</br>SibSp: 1</br>Parch: 0</br>Ticket: P/PP 3381</br>Fare: 24.0</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 876</br>Survived: 1</br>Pclass: 3</br>Name: Najib, Miss. Adele Kiamie \"Jane\"</br>Sex: female</br>Age: 15.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2667</br>Fare: 7.225</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 880</br>Survived: 1</br>Pclass: 1</br>Name: Potter, Mrs. Thomas Jr (Lily Alexenia Wilson)</br>Sex: female</br>Age: 56.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 11767</br>Fare: 83.1583</br>Cabin: C50</br>Embarked: C",
-          "PassengerId: 881</br>Survived: 1</br>Pclass: 2</br>Name: Shelley, Mrs. William (Imanita Parrish Hall)</br>Sex: female</br>Age: 25.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 230433</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 888</br>Survived: 1</br>Pclass: 1</br>Name: Graham, Miss. Margaret Edith</br>Sex: female</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 112053</br>Fare: 30.0</br>Cabin: B42</br>Embarked: S",
-          "PassengerId: 890</br>Survived: 1</br>Pclass: 1</br>Name: Behr, Mr. Karl Howell</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 111369</br>Fare: 30.0</br>Cabin: C148</br>Embarked: C"
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-         "type": "scatter",
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Manuel E\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 40.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17601\\u003c\\u002fbr\\u003eFare: 27.7208\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 34\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Wheadon, Mr. Edward H\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 66.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C.A. 24579\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 35\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Meyer, Mr. Edgar Joseph\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17604\\u003c\\u002fbr\\u003eFare: 82.1708\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 36\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Holverson, Mr. Alexander Oskar\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 42.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113789\\u003c\\u002fbr\\u003eFare: 52.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 38\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Cann, Mr. Ernest Charles\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: A.\\u002f5. 2152\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 39\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Vander Planke, Miss. Augusta Maria\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 345764\\u003c\\u002fbr\\u003eFare: 18.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 41\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Ahlin, Mrs. Johan (Johanna Persdotter Larsson)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 40.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 7546\\u003c\\u002fbr\\u003eFare: 9.475\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 42\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Turpin, Mrs. William John Robert (Dorothy Ann Wonnacott)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11668\\u003c\\u002fbr\\u003eFare: 21.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 50\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Arnold-Franchi, Mrs. Josef (Josefine Franchi)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349237\\u003c\\u002fbr\\u003eFare: 17.8\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 51\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Panula, Master. Juha Niilo\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 7.0\\u003c\\u002fbr\\u003eSibSp: 4\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 3101295\\u003c\\u002fbr\\u003eFare: 39.6875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 52\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Nosworthy, Mr. Richard Cater\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: A\\u002f4. 39886\\u003c\\u002fbr\\u003eFare: 7.8\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 55\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Ostby, Mr. Engelhart Cornelius\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 65.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 113509\\u003c\\u002fbr\\u003eFare: 61.9792\\u003c\\u002fbr\\u003eCabin: B30\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 58\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Novel, Mr. Mansouer\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 28.5\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2697\\u003c\\u002fbr\\u003eFare: 7.2292\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 60\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Goodwin, Master. 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Lillian Amy\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 16.0\\u003c\\u002fbr\\u003eSibSp: 5\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: CA 2144\\u003c\\u002fbr\\u003eFare: 46.9\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 73\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hood, Mr. Ambrose Jr\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: S.O.C. 14879\\u003c\\u002fbr\\u003eFare: 73.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 74\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Chronopoulos, Mr. Apostolos\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 26.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 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Hileni\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 14.5\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2665\\u003c\\u002fbr\\u003eFare: 14.4542\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 113\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Barton, Mr. David John\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 324669\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 114\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Jussila, Miss. Katriina\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 20.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 4136\\u003c\\u002fbr\\u003eFare: 9.825\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 115\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Attalah, Miss. Malake\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2627\\u003c\\u002fbr\\u003eFare: 14.4583\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 116\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Pekoniemi, Mr. Edvard\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO 2. 3101294\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 117\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Connors, Mr. Patrick\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 70.5\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 370369\\u003c\\u002fbr\\u003eFare: 7.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 118\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Turpin, Mr. William John Robert\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11668\\u003c\\u002fbr\\u003eFare: 21.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 119\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Baxter, Mr. Quigg Edmond\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: PC 17558\\u003c\\u002fbr\\u003eFare: 247.5208\\u003c\\u002fbr\\u003eCabin: B58 B60\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 120\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Andersson, Miss. Ellis Anna Maria\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 2.0\\u003c\\u002fbr\\u003eSibSp: 4\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 347082\\u003c\\u002fbr\\u003eFare: 31.275\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 121\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hickman, Mr. Stanley George\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: S.O.C. 14879\\u003c\\u002fbr\\u003eFare: 73.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 123\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Nasser, Mr. Nicholas\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.5\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 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nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 138\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Futrelle, Mr. Jacques Heath\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 37.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113803\\u003c\\u002fbr\\u003eFare: 53.1\\u003c\\u002fbr\\u003eCabin: C123\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 139\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Osen, Mr. Olaf Elon\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 16.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 7534\\u003c\\u002fbr\\u003eFare: 9.2167\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 140\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Giglio, Mr. 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Robina Maggie \\\"Ruby\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 9.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: W.\\u002fC. 6608\\u003c\\u002fbr\\u003eFare: 34.375\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 149\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Navratil, Mr. Michel (\\\"Louis M Hoffman\\\")\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 36.5\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 230080\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: F2\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 150\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Byles, Rev. Thomas Roussel Davids\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 42.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 244310\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 151\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Bateman, Rev. 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Eino Viljami\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 1.0\\u003c\\u002fbr\\u003eSibSp: 4\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 3101295\\u003c\\u002fbr\\u003eFare: 39.6875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 168\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Skoog, Mrs. William (Anna Bernhardina Karlsson)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 45.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 4\\u003c\\u002fbr\\u003eTicket: 347088\\u003c\\u002fbr\\u003eFare: 27.9\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 170\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Ling, Mr. Lee\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 1601\\u003c\\u002fbr\\u003eFare: 56.4958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 171\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Van der hoef, Mr. Wyckoff\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 61.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 111240\\u003c\\u002fbr\\u003eFare: 33.5\\u003c\\u002fbr\\u003eCabin: B19\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 172\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Rice, Master. Arthur\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 4.0\\u003c\\u002fbr\\u003eSibSp: 4\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 382652\\u003c\\u002fbr\\u003eFare: 29.125\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 174\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Sivola, Mr. Antti Wilhelm\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO 2. 3101280\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 175\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Smith, Mr. James Clinch\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 56.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 17764\\u003c\\u002fbr\\u003eFare: 30.6958\\u003c\\u002fbr\\u003eCabin: A7\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 176\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Klasen, Mr. Klas Albin\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 350404\\u003c\\u002fbr\\u003eFare: 7.8542\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 178\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Isham, Miss. Ann Elizabeth\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 50.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17595\\u003c\\u002fbr\\u003eFare: 28.7125\\u003c\\u002fbr\\u003eCabin: C49\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 179\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hale, Mr. Reginald\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 250653\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 180\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Leonard, Mr. Lionel\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: LINE\\u003c\\u002fbr\\u003eFare: 0.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 183\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Asplund, Master. Clarence Gustaf Hugo\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 9.0\\u003c\\u002fbr\\u003eSibSp: 4\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 347077\\u003c\\u002fbr\\u003eFare: 31.3875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 189\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Bourke, Mr. John\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 40.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 364849\\u003c\\u002fbr\\u003eFare: 15.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 190\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Turcin, Mr. Stjepan\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349247\\u003c\\u002fbr\\u003eFare: 7.8958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 192\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Carbines, Mr. William\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 28424\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 198\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Olsen, Mr. Karl Siegwart Andreas\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 42.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 4579\\u003c\\u002fbr\\u003eFare: 8.4042\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 200\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Yrois, Miss. 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Aloisia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349236\\u003c\\u002fbr\\u003eFare: 8.85\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 295\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Mineff, Mr. Ivan\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349233\\u003c\\u002fbr\\u003eFare: 7.8958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 297\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Hanna, Mr. Mansour\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 23.5\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2693\\u003c\\u002fbr\\u003eFare: 7.2292\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 298\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Allison, Miss. 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Doolina Margaret \\\"Daisy\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: W.\\u002fC. 6608\\u003c\\u002fbr\\u003eFare: 34.375\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 439\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Fortune, Mr. Mark\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 64.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 4\\u003c\\u002fbr\\u003eTicket: 19950\\u003c\\u002fbr\\u003eFare: 263.0\\u003c\\u002fbr\\u003eCabin: C23 C25 C27\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 440\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Kvillner, Mr. Johan Henrik Johannesson\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 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Mary\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 364846\\u003c\\u002fbr\\u003eFare: 7.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 504\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Laitinen, Miss. Kristina Sofia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 37.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 4135\\u003c\\u002fbr\\u003eFare: 9.5875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 506\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Penasco y Castellana, Mr. Victor de Satode\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17758\\u003c\\u002fbr\\u003eFare: 108.9\\u003c\\u002fbr\\u003eCabin: C65\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 509\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Olsen, Mr. Henry Margido\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C 4001\\u003c\\u002fbr\\u003eFare: 22.525\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 515\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Coleff, Mr. Satio\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349209\\u003c\\u002fbr\\u003eFare: 7.4958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 516\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Walker, Mr. William Anderson\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 47.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 36967\\u003c\\u002fbr\\u003eFare: 34.0208\\u003c\\u002fbr\\u003eCabin: D46\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 520\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Pavlovic, Mr. Stefo\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349242\\u003c\\u002fbr\\u003eFare: 7.8958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 522\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Vovk, Mr. Janko\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349252\\u003c\\u002fbr\\u003eFare: 7.8958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 526\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Farrell, Mr. James\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 40.5\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 367232\\u003c\\u002fbr\\u003eFare: 7.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 529\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Salonen, Mr. Johan Werner\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 39.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 3101296\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 530\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hocking, Mr. Richard George\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 23.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 29104\\u003c\\u002fbr\\u003eFare: 11.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 533\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Elias, Mr. Joseph Jr\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 2690\\u003c\\u002fbr\\u003eFare: 7.2292\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 535\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Cacic, Miss. 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Anna \\\"Annie\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 15.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 330923\\u003c\\u002fbr\\u003eFare: 8.0292\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 24\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Sloper, Mr. William Thompson\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113788\\u003c\\u002fbr\\u003eFare: 35.5\\u003c\\u002fbr\\u003eCabin: A6\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 26\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 38.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 5\\u003c\\u002fbr\\u003eTicket: 347077\\u003c\\u002fbr\\u003eFare: 31.3875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 40\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Nicola-Yarred, Miss. Jamila\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 14.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2651\\u003c\\u002fbr\\u003eFare: 11.2417\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 44\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Laroche, Miss. Simonne Marie Anne Andree\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 3.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: SC\\u002fParis 2123\\u003c\\u002fbr\\u003eFare: 41.5792\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 45\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Devaney, Miss. Margaret Delia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 330958\\u003c\\u002fbr\\u003eFare: 7.8792\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 53\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Harper, Mrs. Henry Sleeper (Myna Haxtun)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 49.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17572\\u003c\\u002fbr\\u003eFare: 76.7292\\u003c\\u002fbr\\u003eCabin: D33\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 54\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Faunthorpe, Mrs. Lizzie (Elizabeth Anne Wilkinson)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2926\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 57\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Rugg, Miss. Emily\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C.A. 31026\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 59\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: West, Miss. Constance Mirium\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 5.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: C.A. 34651\\u003c\\u002fbr\\u003eFare: 27.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 62\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Icard, Miss. Amelie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 38.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113572\\u003c\\u002fbr\\u003eFare: 80.0\\u003c\\u002fbr\\u003eCabin: B28\\u003c\\u002fbr\\u003eEmbarked: nan\",\"PassengerId: 67\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Nye, Mrs. (Elizabeth Ramell)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C.A. 29395\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: F33\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 69\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Andersson, Miss. Erna Alexandra\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 4\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 3101281\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 75\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Bing, Mr. Lee\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 1601\\u003c\\u002fbr\\u003eFare: 56.4958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 79\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Caldwell, Master. Alden Gates\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 0.83\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 248738\\u003c\\u002fbr\\u003eFare: 29.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 80\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Dowdell, Miss. Elizabeth\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 364516\\u003c\\u002fbr\\u003eFare: 12.475\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 82\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Sheerlinck, Mr. Jan Baptist\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 345779\\u003c\\u002fbr\\u003eFare: 9.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 85\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Ilett, Miss. Bertha\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SO\\u002fC 14885\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 86\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Backstrom, Mrs. Karl Alfred (Maria Mathilda Gustafsson)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 33.0\\u003c\\u002fbr\\u003eSibSp: 3\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 3101278\\u003c\\u002fbr\\u003eFare: 15.85\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 89\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Fortune, Miss. Mabel Helen\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 23.0\\u003c\\u002fbr\\u003eSibSp: 3\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 19950\\u003c\\u002fbr\\u003eFare: 263.0\\u003c\\u002fbr\\u003eCabin: C23 C25 C27\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 98\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Greenfield, Mr. William Bertram\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 23.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: PC 17759\\u003c\\u002fbr\\u003eFare: 63.3583\\u003c\\u002fbr\\u003eCabin: D10 D12\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 99\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Doling, Mrs. John T (Ada Julia Bone)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 34.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 231919\\u003c\\u002fbr\\u003eFare: 23.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 107\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Salkjelsvik, Miss. Anna Kristine\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 343120\\u003c\\u002fbr\\u003eFare: 7.65\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 124\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Webber, Miss. Susan\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 32.5\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 27267\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: E101\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 126\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Nicola-Yarred, Master. Elias\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 12.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2651\\u003c\\u002fbr\\u003eFare: 11.2417\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 128\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Madsen, Mr. Fridtjof Arne\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C 17369\\u003c\\u002fbr\\u003eFare: 7.1417\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 134\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Weisz, Mrs. Leopold (Mathilde Francoise Pede)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 228414\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 137\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Newsom, Miss. Helen Monypeny\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 11752\\u003c\\u002fbr\\u003eFare: 26.2833\\u003c\\u002fbr\\u003eCabin: D47\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 142\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Nysten, Miss. Anna Sofia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 347081\\u003c\\u002fbr\\u003eFare: 7.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 143\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Hakkarainen, Mrs. Pekka Pietari (Elin Matilda Dolck)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO2. 3101279\\u003c\\u002fbr\\u003eFare: 15.85\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 147\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Andersson, Mr. August Edvard (\\\"Wennerstrom\\\")\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 350043\\u003c\\u002fbr\\u003eFare: 7.7958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 152\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Pears, Mrs. Thomas (Edith Wearne)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113776\\u003c\\u002fbr\\u003eFare: 66.6\\u003c\\u002fbr\\u003eCabin: C2\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 157\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Gilnagh, Miss. Katherine \\\"Katie\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 16.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 35851\\u003c\\u002fbr\\u003eFare: 7.7333\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 162\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Watt, Mrs. James (Elizabeth \\\"Bessie\\\" Inglis Milne)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 40.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C.A. 33595\\u003c\\u002fbr\\u003eFare: 15.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 166\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Goldsmith, Master. Frank John William \\\"Frankie\\\"\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 9.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 363291\\u003c\\u002fbr\\u003eFare: 20.525\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 173\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Johnson, Miss. Eleanor Ileen\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 1.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 347742\\u003c\\u002fbr\\u003eFare: 11.1333\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 184\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Becker, Master. Richard F\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 1.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 230136\\u003c\\u002fbr\\u003eFare: 39.0\\u003c\\u002fbr\\u003eCabin: F4\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 185\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Kink-Heilmann, Miss. Luise Gretchen\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 4.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 315153\\u003c\\u002fbr\\u003eFare: 22.025\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 188\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Romaine, Mr. Charles Hallace (\\\"Mr C Rolmane\\\")\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 45.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 111428\\u003c\\u002fbr\\u003eFare: 26.55\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 191\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Pinsky, Mrs. (Rosa)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 234604\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 193\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Andersen-Jensen, Miss. Carla Christine Nielsine\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 350046\\u003c\\u002fbr\\u003eFare: 7.8542\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 194\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Navratil, Master. Michel M\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 3.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 230080\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: F2\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 195\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Brown, Mrs. James Joseph (Margaret Tobin)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 44.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17610\\u003c\\u002fbr\\u003eFare: 27.7208\\u003c\\u002fbr\\u003eCabin: B4\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 196\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Lurette, Miss. Elise\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 58.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17569\\u003c\\u002fbr\\u003eFare: 146.5208\\u003c\\u002fbr\\u003eCabin: B80\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 205\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Cohen, Mr. Gurshon \\\"Gus\\\"\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: A\\u002f5 3540\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 208\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Albimona, Mr. Nassef Cassem\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 26.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2699\\u003c\\u002fbr\\u003eFare: 18.7875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 209\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Carr, Miss. Helen \\\"Ellen\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 16.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 367231\\u003c\\u002fbr\\u003eFare: 7.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 210\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Blank, Mr. Henry\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 40.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 112277\\u003c\\u002fbr\\u003eFare: 31.0\\u003c\\u002fbr\\u003eCabin: A31\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 212\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Cameron, Miss. Clear Annie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: F.C.C. 13528\\u003c\\u002fbr\\u003eFare: 21.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 216\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Newell, Miss. Madeleine\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 35273\\u003c\\u002fbr\\u003eFare: 113.275\\u003c\\u002fbr\\u003eCabin: D36\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 217\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Honkanen, Miss. Eliina\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO2. 3101283\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 219\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Bazzani, Miss. Albina\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11813\\u003c\\u002fbr\\u003eFare: 76.2917\\u003c\\u002fbr\\u003eCabin: D15\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 221\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Sunderland, Mr. Victor Francis\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 16.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SOTON\\u002fOQ 392089\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 225\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hoyt, Mr. Frederick Maxfield\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 38.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 19943\\u003c\\u002fbr\\u003eFare: 90.0\\u003c\\u002fbr\\u003eCabin: C93\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 227\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Mellors, Mr. William John\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SW\\u002fPP 751\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 231\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Harris, Mrs. Henry Birkhardt (Irene Wallach)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 36973\\u003c\\u002fbr\\u003eFare: 83.475\\u003c\\u002fbr\\u003eCabin: C83\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 234\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Asplund, Miss. Lillian Gertrud\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 5.0\\u003c\\u002fbr\\u003eSibSp: 4\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 347077\\u003c\\u002fbr\\u003eFare: 31.3875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 238\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Collyer, Miss. Marjorie \\\"Lottie\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 8.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: C.A. 31921\\u003c\\u002fbr\\u003eFare: 26.25\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 248\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hamalainen, Mrs. William (Anna)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 250649\\u003c\\u002fbr\\u003eFare: 14.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 249\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Beckwith, Mr. Richard Leonard\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 37.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 11751\\u003c\\u002fbr\\u003eFare: 52.5542\\u003c\\u002fbr\\u003eCabin: D35\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 256\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Touma, Mrs. Darwis (Hanne Youssef Razi)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 2650\\u003c\\u002fbr\\u003eFare: 15.2458\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 258\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Cherry, Miss. Gladys\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 110152\\u003c\\u002fbr\\u003eFare: 86.5\\u003c\\u002fbr\\u003eCabin: B77\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 259\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Ward, Miss. Anna\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17755\\u003c\\u002fbr\\u003eFare: 512.3292\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 260\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Parrish, Mrs. (Lutie Davis)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 50.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 230433\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 262\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Asplund, Master. Edvin Rojj Felix\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 3.0\\u003c\\u002fbr\\u003eSibSp: 4\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 347077\\u003c\\u002fbr\\u003eFare: 31.3875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 268\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Persson, Mr. Ernst Ulrik\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 25.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 347083\\u003c\\u002fbr\\u003eFare: 7.775\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 269\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Graham, Mrs. William Thompson (Edith Junkins)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 58.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: PC 17582\\u003c\\u002fbr\\u003eFare: 153.4625\\u003c\\u002fbr\\u003eCabin: C125\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 270\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Bissette, Miss. Amelia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17760\\u003c\\u002fbr\\u003eFare: 135.6333\\u003c\\u002fbr\\u003eCabin: C99\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 272\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Tornquist, Mr. William Henry\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 25.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: LINE\\u003c\\u002fbr\\u003eFare: 0.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 273\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Mellinger, Mrs. (Elizabeth Anne Maidment)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 41.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 250644\\u003c\\u002fbr\\u003eFare: 19.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 276\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Andrews, Miss. Kornelia Theodosia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 63.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 13502\\u003c\\u002fbr\\u003eFare: 77.9583\\u003c\\u002fbr\\u003eCabin: D7\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 280\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Abbott, Mrs. Stanton (Rosa Hunt)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: C.A. 2673\\u003c\\u002fbr\\u003eFare: 20.25\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 284\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Dorking, Mr. Edward Arthur\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: A\\u002f5. 10482\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 287\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: de Mulder, Mr. Theodore\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 345774\\u003c\\u002fbr\\u003eFare: 9.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 289\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hosono, Mr. Masabumi\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 42.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 237798\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 290\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Connolly, Miss. Kate\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 370373\\u003c\\u002fbr\\u003eFare: 7.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 291\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Barber, Miss. Ellen \\\"Nellie\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 26.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 19877\\u003c\\u002fbr\\u003eFare: 78.85\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 292\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Bishop, Mrs. Dickinson H (Helen Walton)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11967\\u003c\\u002fbr\\u003eFare: 91.0792\\u003c\\u002fbr\\u003eCabin: B49\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 300\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Baxter, Mrs. James (Helene DeLaudeniere Chaput)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 50.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: PC 17558\\u003c\\u002fbr\\u003eFare: 247.5208\\u003c\\u002fbr\\u003eCabin: B58 B60\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 306\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Allison, Master. Hudson Trevor\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 0.92\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 113781\\u003c\\u002fbr\\u003eFare: 151.55\\u003c\\u002fbr\\u003eCabin: C22 C26\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 308\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Penasco y Castellana, Mrs. Victor de Satode (Maria Josefa Perez de Soto y Vallejo)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17758\\u003c\\u002fbr\\u003eFare: 108.9\\u003c\\u002fbr\\u003eCabin: C65\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 310\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Francatelli, Miss. Laura Mabel\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17485\\u003c\\u002fbr\\u003eFare: 56.9292\\u003c\\u002fbr\\u003eCabin: E36\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 311\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hays, Miss. Margaret Bechstein\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11767\\u003c\\u002fbr\\u003eFare: 83.1583\\u003c\\u002fbr\\u003eCabin: C54\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 312\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Ryerson, Miss. Emily Borie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: PC 17608\\u003c\\u002fbr\\u003eFare: 262.375\\u003c\\u002fbr\\u003eCabin: B57 B59 B63 B66\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 316\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Nilsson, Miss. Helmina Josefina\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 26.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 347470\\u003c\\u002fbr\\u003eFare: 7.8542\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 317\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Kantor, Mrs. Sinai (Miriam Sternin)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 244367\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 319\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Wick, Miss. Mary Natalie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 36928\\u003c\\u002fbr\\u003eFare: 164.8667\\u003c\\u002fbr\\u003eCabin: C7\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 320\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Spedden, Mrs. Frederic Oakley (Margaretta Corning Stone)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 40.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 16966\\u003c\\u002fbr\\u003eFare: 134.5\\u003c\\u002fbr\\u003eCabin: E34\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 323\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Slayter, Miss. Hilda Mary\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 234818\\u003c\\u002fbr\\u003eFare: 12.35\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 324\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Caldwell, Mrs. Albert Francis (Sylvia Mae Harbaugh)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 248738\\u003c\\u002fbr\\u003eFare: 29.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 326\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Young, Miss. Marie Grice\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17760\\u003c\\u002fbr\\u003eFare: 135.6333\\u003c\\u002fbr\\u003eCabin: C32\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 328\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Ball, Mrs. (Ada E Hall)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 28551\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: D\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 329\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Goldsmith, Mrs. Frank John (Emily Alice Brown)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 363291\\u003c\\u002fbr\\u003eFare: 20.525\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 330\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hippach, Miss. Jean Gertrude\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 16.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 111361\\u003c\\u002fbr\\u003eFare: 57.9792\\u003c\\u002fbr\\u003eCabin: B18\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 338\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Burns, Miss. Elizabeth Margaret\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 41.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 16966\\u003c\\u002fbr\\u003eFare: 134.5\\u003c\\u002fbr\\u003eCabin: E40\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 339\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Dahl, Mr. Karl Edwart\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 45.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 7598\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 341\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Navratil, Master. Edmond Roger\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 2.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 230080\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: F2\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 342\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Fortune, Miss. Alice Elizabeth\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 3\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 19950\\u003c\\u002fbr\\u003eFare: 263.0\\u003c\\u002fbr\\u003eCabin: C23 C25 C27\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 346\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Brown, Miss. Amelia \\\"Mildred\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 248733\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: F33\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 347\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Smith, Miss. Marion Elsie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 40.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 31418\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 349\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Coutts, Master. William Loch \\\"William\\\"\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 3.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: C.A. 37671\\u003c\\u002fbr\\u003eFare: 15.9\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 357\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Bowerman, Miss. Elsie Edith\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 113505\\u003c\\u002fbr\\u003eFare: 55.0\\u003c\\u002fbr\\u003eCabin: E33\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 367\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Warren, Mrs. Frank Manley (Anna Sophia Atkinson)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 60.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 110813\\u003c\\u002fbr\\u003eFare: 75.25\\u003c\\u002fbr\\u003eCabin: D37\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 370\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Aubart, Mme. Leontine Pauline\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17477\\u003c\\u002fbr\\u003eFare: 69.3\\u003c\\u002fbr\\u003eCabin: B35\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 371\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Harder, Mr. George Achilles\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 25.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11765\\u003c\\u002fbr\\u003eFare: 55.4417\\u003c\\u002fbr\\u003eCabin: E50\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 377\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Landergren, Miss. Aurora Adelia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C 7077\\u003c\\u002fbr\\u003eFare: 7.25\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 381\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Bidois, Miss. Rosalie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 42.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17757\\u003c\\u002fbr\\u003eFare: 227.525\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 382\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Nakid, Miss. Maria (\\\"Mary\\\")\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 1.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 2653\\u003c\\u002fbr\\u003eFare: 15.7417\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 384\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Holverson, Mrs. Alexander Oskar (Mary Aline Towner)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113789\\u003c\\u002fbr\\u003eFare: 52.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 388\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Buss, Miss. Kate\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 27849\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 390\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Lehmann, Miss. Bertha\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SC 1748\\u003c\\u002fbr\\u003eFare: 12.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 391\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Carter, Mr. William Ernest\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 113760\\u003c\\u002fbr\\u003eFare: 120.0\\u003c\\u002fbr\\u003eCabin: B96 B98\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 392\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Jansson, Mr. Carl Olof\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 350034\\u003c\\u002fbr\\u003eFare: 7.7958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 394\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Newell, Miss. Marjorie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 23.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 35273\\u003c\\u002fbr\\u003eFare: 113.275\\u003c\\u002fbr\\u003eCabin: D36\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 395\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: PP 9549\\u003c\\u002fbr\\u003eFare: 16.7\\u003c\\u002fbr\\u003eCabin: G6\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 400\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Trout, Mrs. William H (Jessie L)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 240929\\u003c\\u002fbr\\u003eFare: 12.65\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 401\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Niskanen, Mr. Juha\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 39.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO 2. 3101289\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 408\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Richards, Master. William Rowe\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 3.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 29106\\u003c\\u002fbr\\u003eFare: 18.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 413\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Minahan, Miss. Daisy E\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 33.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 19928\\u003c\\u002fbr\\u003eFare: 90.0\\u003c\\u002fbr\\u003eCabin: C78\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 415\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Sundman, Mr. Johan Julian\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 44.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO 2. 3101269\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 417\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Drew, Mrs. James Vivian (Lulu Thorne Christian)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 34.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 28220\\u003c\\u002fbr\\u003eFare: 32.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 418\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Silven, Miss. Lyyli Karoliina\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 250652\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 427\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Clarke, Mrs. Charles V (Ada Maria Winfield)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2003\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 428\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Phillips, Miss. Kate Florence (\\\"Mrs Kate Louise Phillips Marshall\\\")\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 250655\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 430\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Pickard, Mr. Berk (Berk Trembisky)\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SOTON\\u002fO.Q. 392078\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: E10\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 431\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Bjornstrom-Steffansson, Mr. Mauritz Hakan\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 110564\\u003c\\u002fbr\\u003eFare: 26.55\\u003c\\u002fbr\\u003eCabin: C52\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 433\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Louch, Mrs. Charles Alexander (Alice Adelaide Slow)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 42.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SC\\u002fAH 3085\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 436\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Carter, Miss. Lucile Polk\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 14.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 113760\\u003c\\u002fbr\\u003eFare: 120.0\\u003c\\u002fbr\\u003eCabin: B96 B98\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 438\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Richards, Mrs. Sidney (Emily Hocking)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 3\\u003c\\u002fbr\\u003eTicket: 29106\\u003c\\u002fbr\\u003eFare: 18.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 441\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hart, Mrs. Benjamin (Esther Ada Bloomfield)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 45.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: F.C.C. 13529\\u003c\\u002fbr\\u003eFare: 26.25\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 444\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Reynaldo, Ms. Encarnacion\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 230434\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 446\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Dodge, Master. Washington\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 4.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 33638\\u003c\\u002fbr\\u003eFare: 81.8583\\u003c\\u002fbr\\u003eCabin: A34\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 447\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Mellinger, Miss. Madeleine Violet\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 13.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 250644\\u003c\\u002fbr\\u003eFare: 19.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 448\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Seward, Mr. Frederic Kimber\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 34.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113794\\u003c\\u002fbr\\u003eFare: 26.55\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 449\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Baclini, Miss. Marie Catherine\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 5.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 2666\\u003c\\u002fbr\\u003eFare: 19.2583\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 450\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Peuchen, Major. Arthur Godfrey\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 52.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113786\\u003c\\u002fbr\\u003eFare: 30.5\\u003c\\u002fbr\\u003eCabin: C104\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 454\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Goldenberg, Mr. Samuel L\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 49.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 17453\\u003c\\u002fbr\\u003eFare: 89.1042\\u003c\\u002fbr\\u003eCabin: C92\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 456\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Jalsevac, Mr. Ivan\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349240\\u003c\\u002fbr\\u003eFare: 7.8958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 459\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Toomey, Miss. Ellen\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 50.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: F.C.C. 13531\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 461\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Anderson, Mr. Harry\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 48.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 19952\\u003c\\u002fbr\\u003eFare: 26.55\\u003c\\u002fbr\\u003eCabin: E12\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 470\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Baclini, Miss. Helene Barbara\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 0.75\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 2666\\u003c\\u002fbr\\u003eFare: 19.2583\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 473\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: West, Mrs. Edwy Arthur (Ada Mary Worth)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 33.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: C.A. 34651\\u003c\\u002fbr\\u003eFare: 27.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 474\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Jerwan, Mrs. Amin S (Marie Marthe Thuillard)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 23.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SC\\u002fAH Basle 541\\u003c\\u002fbr\\u003eFare: 13.7917\\u003c\\u002fbr\\u003eCabin: D\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 480\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Hirvonen, Miss. Hildur E\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 2.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 3101298\\u003c\\u002fbr\\u003eFare: 12.2875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 484\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Turkula, Mrs. (Hedwig)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 63.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 4134\\u003c\\u002fbr\\u003eFare: 9.5875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 485\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Bishop, Mr. Dickinson H\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 25.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11967\\u003c\\u002fbr\\u003eFare: 91.0792\\u003c\\u002fbr\\u003eCabin: B49\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 487\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hoyt, Mrs. Frederick Maxfield (Jane Anne Forby)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 19943\\u003c\\u002fbr\\u003eFare: 90.0\\u003c\\u002fbr\\u003eCabin: C93\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 490\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Coutts, Master. Eden Leslie \\\"Neville\\\"\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 9.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: C.A. 37671\\u003c\\u002fbr\\u003eFare: 15.9\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 497\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Eustis, Miss. Elizabeth Mussey\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 54.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 36947\\u003c\\u002fbr\\u003eFare: 78.2667\\u003c\\u002fbr\\u003eCabin: D20\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 505\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Maioni, Miss. Roberta\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 16.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 110152\\u003c\\u002fbr\\u003eFare: 86.5\\u003c\\u002fbr\\u003eCabin: B79\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 507\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Quick, Mrs. Frederick Charles (Jane Richards)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 33.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 26360\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 510\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Lang, Mr. Fang\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 26.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 1601\\u003c\\u002fbr\\u003eFare: 56.4958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 511\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Daly, Mr. Eugene Patrick\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 382651\\u003c\\u002fbr\\u003eFare: 7.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 513\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: McGough, Mr. James Robert\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17473\\u003c\\u002fbr\\u003eFare: 26.2875\\u003c\\u002fbr\\u003eCabin: E25\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 514\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Rothschild, Mrs. Martin (Elizabeth L. Barrett)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 54.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17603\\u003c\\u002fbr\\u003eFare: 59.4\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 517\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Lemore, Mrs. (Amelia Milley)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 34.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C.A. 34260\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: F33\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 519\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Angle, Mrs. William A (Florence \\\"Mary\\\" Agnes Hughes)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 226875\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 521\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Perreault, Miss. Anne\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 12749\\u003c\\u002fbr\\u003eFare: 93.5\\u003c\\u002fbr\\u003eCabin: B73\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 524\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hippach, Mrs. Louis Albert (Ida Sophia Fischer)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 44.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 111361\\u003c\\u002fbr\\u003eFare: 57.9792\\u003c\\u002fbr\\u003eCabin: B18\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 527\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Ridsdale, Miss. Lucy\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 50.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: W.\\u002fC. 14258\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 531\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Quick, Miss. Phyllis May\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 2.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 26360\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 536\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hart, Miss. Eva Miriam\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 7.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: F.C.C. 13529\\u003c\\u002fbr\\u003eFare: 26.25\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 538\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: LeRoy, Miss. Bertha\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17761\\u003c\\u002fbr\\u003eFare: 106.425\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 540\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Frolicher, Miss. Hedwig Margaritha\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 13568\\u003c\\u002fbr\\u003eFare: 49.5\\u003c\\u002fbr\\u003eCabin: B39\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 541\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Crosby, Miss. Harriet R\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: WE\\u002fP 5735\\u003c\\u002fbr\\u003eFare: 71.0\\u003c\\u002fbr\\u003eCabin: B22\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 544\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Beane, Mr. Edward\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2908\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 547\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Beane, Mrs. Edward (Ethel Clarke)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2908\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 550\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Davies, Master. John Morgan Jr\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 8.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: C.A. 33112\\u003c\\u002fbr\\u003eFare: 36.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 551\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Thayer, Mr. John Borland Jr\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 17421\\u003c\\u002fbr\\u003eFare: 110.8833\\u003c\\u002fbr\\u003eCabin: C70\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 554\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Leeni, Mr. Fahim (\\\"Philip Zenni\\\")\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2620\\u003c\\u002fbr\\u003eFare: 7.225\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 555\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Ohman, Miss. Velin\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 347085\\u003c\\u002fbr\\u003eFare: 7.775\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 557\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Duff Gordon, Lady. (Lucille Christiana Sutherland) (\\\"Mrs Morgan\\\")\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 48.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11755\\u003c\\u002fbr\\u003eFare: 39.6\\u003c\\u002fbr\\u003eCabin: A16\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 559\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Taussig, Mrs. Emil (Tillie Mandelbaum)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 39.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 110413\\u003c\\u002fbr\\u003eFare: 79.65\\u003c\\u002fbr\\u003eCabin: E67\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 560\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: de Messemaeker, Mrs. Guillaume Joseph (Emma)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 345572\\u003c\\u002fbr\\u003eFare: 17.4\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 570\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Jonsson, Mr. Carl\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 350417\\u003c\\u002fbr\\u003eFare: 7.8542\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 571\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Harris, Mr. George\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 62.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: S.W.\\u002fPP 752\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 572\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Appleton, Mrs. Edward Dale (Charlotte Lamson)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 53.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11769\\u003c\\u002fbr\\u003eFare: 51.4792\\u003c\\u002fbr\\u003eCabin: C101\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 573\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Flynn, Mr. John Irwin (\\\"Irving\\\")\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17474\\u003c\\u002fbr\\u003eFare: 26.3875\\u003c\\u002fbr\\u003eCabin: E25\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 577\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Garside, Miss. Ethel\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 34.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 243880\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 578\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Silvey, Mrs. William Baird (Alice Munger)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 39.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 13507\\u003c\\u002fbr\\u003eFare: 55.9\\u003c\\u002fbr\\u003eCabin: E44\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 580\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Jussila, Mr. Eiriik\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO 2. 3101286\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 581\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Christy, Miss. Julie Rachel\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 25.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 237789\\u003c\\u002fbr\\u003eFare: 30.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 582\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Thayer, Mrs. John Borland (Marian Longstreth Morris)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 39.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 17421\\u003c\\u002fbr\\u003eFare: 110.8833\\u003c\\u002fbr\\u003eCabin: C68\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 586\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Taussig, Miss. Ruth\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 110413\\u003c\\u002fbr\\u003eFare: 79.65\\u003c\\u002fbr\\u003eCabin: E68\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 588\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Frolicher-Stehli, Mr. Maxmillian\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 60.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 13567\\u003c\\u002fbr\\u003eFare: 79.2\\u003c\\u002fbr\\u003eCabin: B41\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 592\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Stephenson, Mrs. Walter Bertram (Martha Eustis)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 52.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 36947\\u003c\\u002fbr\\u003eFare: 78.2667\\u003c\\u002fbr\\u003eCabin: D20\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 600\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Duff Gordon, Sir. Cosmo Edmund (\\\"Mr Morgan\\\")\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 49.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17485\\u003c\\u002fbr\\u003eFare: 56.9292\\u003c\\u002fbr\\u003eCabin: A20\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 601\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Jacobsohn, Mrs. Sidney Samuel (Amy Frances Christy)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 243847\\u003c\\u002fbr\\u003eFare: 27.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 605\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Homer, Mr. Harry (\\\"Mr E Haven\\\")\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 111426\\u003c\\u002fbr\\u003eFare: 26.55\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 608\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Daniel, Mr. Robert Williams\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113804\\u003c\\u002fbr\\u003eFare: 30.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 609\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: SC\\u002fParis 2123\\u003c\\u002fbr\\u003eFare: 41.5792\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 610\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Shutes, Miss. Elizabeth W\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 40.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17582\\u003c\\u002fbr\\u003eFare: 153.4625\\u003c\\u002fbr\\u003eCabin: C125\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 616\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Herman, Miss. Alice\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 220845\\u003c\\u002fbr\\u003eFare: 65.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 619\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Becker, Miss. Marion Louise\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 4.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 230136\\u003c\\u002fbr\\u003eFare: 39.0\\u003c\\u002fbr\\u003eCabin: F4\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 622\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Kimball, Mr. Edwin Nelson Jr\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 42.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11753\\u003c\\u002fbr\\u003eFare: 52.5542\\u003c\\u002fbr\\u003eCabin: D19\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 623\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Nakid, Mr. Sahid\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 20.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 2653\\u003c\\u002fbr\\u003eFare: 15.7417\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 628\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Longley, Miss. Gretchen Fiske\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 13502\\u003c\\u002fbr\\u003eFare: 77.9583\\u003c\\u002fbr\\u003eCabin: D9\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 631\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Barkworth, Mr. Algernon Henry Wilson\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 80.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 27042\\u003c\\u002fbr\\u003eFare: 30.0\\u003c\\u002fbr\\u003eCabin: A23\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 633\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Stahelin-Maeglin, Dr. Max\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 13214\\u003c\\u002fbr\\u003eFare: 30.5\\u003c\\u002fbr\\u003eCabin: B50\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 636\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Davis, Miss. Mary\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 237668\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 642\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Sagesser, Mlle. Emma\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17477\\u003c\\u002fbr\\u003eFare: 69.3\\u003c\\u002fbr\\u003eCabin: B35\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 645\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Baclini, Miss. Eugenie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 0.75\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 2666\\u003c\\u002fbr\\u003eFare: 19.2583\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 646\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Harper, Mr. Henry Sleeper\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 48.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17572\\u003c\\u002fbr\\u003eFare: 76.7292\\u003c\\u002fbr\\u003eCabin: D33\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 648\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Simonius-Blumer, Col. Oberst Alfons\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 56.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 13213\\u003c\\u002fbr\\u003eFare: 35.5\\u003c\\u002fbr\\u003eCabin: A26\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 650\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Stanley, Miss. Amy Zillah Elsie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 23.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: CA. 2314\\u003c\\u002fbr\\u003eFare: 7.55\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 652\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Doling, Miss. Elsie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 231919\\u003c\\u002fbr\\u003eFare: 23.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 661\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Frauenthal, Dr. Henry William\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 50.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17611\\u003c\\u002fbr\\u003eFare: 133.65\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 665\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Lindqvist, Mr. Eino William\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 20.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO 2. 3101285\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 671\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 40.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 29750\\u003c\\u002fbr\\u003eFare: 39.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 674\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Wilhelms, Mr. Charles\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 244270\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 678\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Turja, Miss. Anna Sofia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 4138\\u003c\\u002fbr\\u003eFare: 9.8417\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 680\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Cardeza, Mr. Thomas Drake Martinez\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: PC 17755\\u003c\\u002fbr\\u003eFare: 512.3292\\u003c\\u002fbr\\u003eCabin: B51 B53 B55\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 682\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hassab, Mr. Hammad\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17572\\u003c\\u002fbr\\u003eFare: 76.7292\\u003c\\u002fbr\\u003eCabin: D49\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 690\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Madill, Miss. Georgette Alexandra\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 15.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 24160\\u003c\\u002fbr\\u003eFare: 211.3375\\u003c\\u002fbr\\u003eCabin: B5\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 691\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Dick, Mr. Albert Adrian\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 17474\\u003c\\u002fbr\\u003eFare: 57.0\\u003c\\u002fbr\\u003eCabin: B20\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 692\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Karun, Miss. Manca\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 4.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 349256\\u003c\\u002fbr\\u003eFare: 13.4167\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 701\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Astor, Mrs. John Jacob (Madeleine Talmadge Force)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17757\\u003c\\u002fbr\\u003eFare: 227.525\\u003c\\u002fbr\\u003eCabin: C62 C64\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 702\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Silverthorne, Mr. Spencer Victor\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17475\\u003c\\u002fbr\\u003eFare: 26.2875\\u003c\\u002fbr\\u003eCabin: E24\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 707\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Kelly, Mrs. Florence \\\"Fannie\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 45.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 223596\\u003c\\u002fbr\\u003eFare: 13.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 708\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Calderhead, Mr. Edward Pennington\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 42.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17476\\u003c\\u002fbr\\u003eFare: 26.2875\\u003c\\u002fbr\\u003eCabin: E24\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 709\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Cleaver, Miss. Alice\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113781\\u003c\\u002fbr\\u003eFare: 151.55\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 711\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Mayne, Mlle. Berthe Antonine (\\\"Mrs de Villiers\\\")\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17482\\u003c\\u002fbr\\u003eFare: 49.5042\\u003c\\u002fbr\\u003eCabin: C90\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 713\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Taylor, Mr. Elmer Zebley\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 48.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 19996\\u003c\\u002fbr\\u003eFare: 52.0\\u003c\\u002fbr\\u003eCabin: C126\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 717\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Endres, Miss. Caroline Louise\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 38.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17757\\u003c\\u002fbr\\u003eFare: 227.525\\u003c\\u002fbr\\u003eCabin: C45\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 718\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Troutt, Miss. Edwina Celia \\\"Winnie\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 34218\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: E101\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 721\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Harper, Miss. Annie Jessie \\\"Nina\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 6.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 248727\\u003c\\u002fbr\\u003eFare: 33.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 725\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Chambers, Mr. Norman Campbell\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113806\\u003c\\u002fbr\\u003eFare: 53.1\\u003c\\u002fbr\\u003eCabin: E8\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 727\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Renouf, Mrs. Peter Henry (Lillian Jefferys)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 3\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 31027\\u003c\\u002fbr\\u003eFare: 21.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 731\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Allen, Miss. Elisabeth Walton\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 24160\\u003c\\u002fbr\\u003eFare: 211.3375\\u003c\\u002fbr\\u003eCabin: B5\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 738\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Lesurer, Mr. Gustave J\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17755\\u003c\\u002fbr\\u003eFare: 512.3292\\u003c\\u002fbr\\u003eCabin: B101\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 743\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Ryerson, Miss. Susan Parker \\\"Suzette\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: PC 17608\\u003c\\u002fbr\\u003eFare: 262.375\\u003c\\u002fbr\\u003eCabin: B57 B59 B63 B66\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 745\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Stranden, Mr. Juho\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO 2. 3101288\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 748\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Sinkkonen, Miss. Anna\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 250648\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 751\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Wells, Miss. Joan\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 4.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 29103\\u003c\\u002fbr\\u003eFare: 23.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 752\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Moor, Master. Meier\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 6.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 392096\\u003c\\u002fbr\\u003eFare: 12.475\\u003c\\u002fbr\\u003eCabin: E121\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 755\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Herman, Mrs. Samuel (Jane Laver)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 48.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 220845\\u003c\\u002fbr\\u003eFare: 65.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 756\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hamalainen, Master. Viljo\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 0.67\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 250649\\u003c\\u002fbr\\u003eFare: 14.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 760\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 33.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 110152\\u003c\\u002fbr\\u003eFare: 86.5\\u003c\\u002fbr\\u003eCabin: B77\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 763\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Barah, Mr. Hanna Assi\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 20.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2663\\u003c\\u002fbr\\u003eFare: 7.2292\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 764\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Carter, Mrs. William Ernest (Lucile Polk)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 113760\\u003c\\u002fbr\\u003eFare: 120.0\\u003c\\u002fbr\\u003eCabin: B96 B98\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 766\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hogeboom, Mrs. John C (Anna Andrews)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 51.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 13502\\u003c\\u002fbr\\u003eFare: 77.9583\\u003c\\u002fbr\\u003eCabin: D11\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 775\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hocking, Mrs. Elizabeth (Eliza Needs)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 54.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 3\\u003c\\u002fbr\\u003eTicket: 29105\\u003c\\u002fbr\\u003eFare: 23.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 778\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Emanuel, Miss. Virginia Ethel\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 5.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 364516\\u003c\\u002fbr\\u003eFare: 12.475\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 780\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 43.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 24160\\u003c\\u002fbr\\u003eFare: 211.3375\\u003c\\u002fbr\\u003eCabin: B3\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 781\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Ayoub, Miss. Banoura\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 13.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2687\\u003c\\u002fbr\\u003eFare: 7.2292\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 782\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Dick, Mrs. Albert Adrian (Vera Gillespie)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 17474\\u003c\\u002fbr\\u003eFare: 57.0\\u003c\\u002fbr\\u003eCabin: B20\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 787\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Sjoblom, Miss. Anna Sofia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 3101265\\u003c\\u002fbr\\u003eFare: 7.4958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 789\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Dean, Master. Bertram Vere\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 1.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: C.A. 2315\\u003c\\u002fbr\\u003eFare: 20.575\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 797\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Leader, Dr. Alice (Farnham)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 49.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 17465\\u003c\\u002fbr\\u003eFare: 25.9292\\u003c\\u002fbr\\u003eCabin: D17\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 798\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Osman, Mrs. Mara\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349244\\u003c\\u002fbr\\u003eFare: 8.6833\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 802\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Collyer, Mrs. Harvey (Charlotte Annie Tate)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: C.A. 31921\\u003c\\u002fbr\\u003eFare: 26.25\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 803\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Carter, Master. William Thornton II\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 11.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 113760\\u003c\\u002fbr\\u003eFare: 120.0\\u003c\\u002fbr\\u003eCabin: B96 B98\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 804\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Thomas, Master. Assad Alexander\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 0.42\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 2625\\u003c\\u002fbr\\u003eFare: 8.5167\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 805\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Hedman, Mr. Oskar Arvid\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 347089\\u003c\\u002fbr\\u003eFare: 6.975\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 810\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Chambers, Mrs. Norman Campbell (Bertha Griggs)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 33.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113806\\u003c\\u002fbr\\u003eFare: 53.1\\u003c\\u002fbr\\u003eCabin: E8\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 821\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hays, Mrs. Charles Melville (Clara Jennings Gregg)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 52.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 12749\\u003c\\u002fbr\\u003eFare: 93.5\\u003c\\u002fbr\\u003eCabin: B69\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 822\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Lulic, Mr. Nikola\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 315098\\u003c\\u002fbr\\u003eFare: 8.6625\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 824\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Moor, Mrs. (Beila)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 392096\\u003c\\u002fbr\\u003eFare: 12.475\\u003c\\u002fbr\\u003eCabin: E121\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 828\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Mallet, Master. Andre\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 1.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: S.C.\\u002fPARIS 2079\\u003c\\u002fbr\\u003eFare: 37.0042\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 830\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Stone, Mrs. George Nelson (Martha Evelyn)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 62.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113572\\u003c\\u002fbr\\u003eFare: 80.0\\u003c\\u002fbr\\u003eCabin: B28\\u003c\\u002fbr\\u003eEmbarked: nan\",\"PassengerId: 831\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Yasbeck, Mrs. Antoni (Selini Alexander)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 15.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2659\\u003c\\u002fbr\\u003eFare: 14.4542\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 832\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Richards, Master. George Sibley\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 0.83\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 29106\\u003c\\u002fbr\\u003eFare: 18.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 836\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Compton, Miss. 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Augusta\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113798\\u003c\\u002fbr\\u003eFare: 31.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 854\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Lines, Miss. 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SG7AHBlfyprXHm3/crlfBKT4+nkOHDpVrO3ToEOHh4Sd81iYgIICAgIAK7Xa7vcJfPqfTicViwWq1VlgavKYcX+Tg+OdK/Ve2T+vITNhqY7VaPcuwN8T/eTXU79vXqV99j/rUN6lf64DCHDiwFvavgv2rYd8qOLazkgst0LgtNOkOTXpAYg8scR3BHoQFsDocZKbNxR4YbHqfevP59So49e3bl7lz55Zrmz9//mltqioiIiIiIifgKIBD641wtH+1EZYObwYq+UfhqOaQ2KM0KCV0gYCwWi+5ppkanHJycti2bZvneOfOnaxZs4bo6GiaNWvGhAkT2LdvHzNmzADg73//O6+88gr3338/f/vb3/jhhx/4+OOPvVpyWUREREREynA6IG2jEY6OB6W0DeCq5Hnm8MSSgNTdCEsJ3SA4utZLNoOpwem3337jwgsv9BwffxZpzJgxvP322xw4cIDU1FTP+ebNmzNnzhzuvfde/vOf/9C0aVPefPNNBg0aVOu1i4iIiIjUOy4nHNlaOoq0fzUcXAfFBRWvDY4pGUnqURqWwqq2z6QvMjU4XXDBBSd9BuTPG6Eev2f16tU1WJWIiIiIiA9wu41nkDzT7VYbzygV5VS8NiACmnQrP+Uuoilo8TKPevWMk4iIiIiIVMLthqz95Rdu2L8aCjIqXmsPgYSupdPtmnQ3nlPSQmUnpeAkIiIiIlLf5BwuP91u3yrITat4nc0f4juXjiI16W6seGe11X7N9ZyCk9QKi8XCrFmzGD58eJ14HxEREZF6Iz8DDqwpP+Uuc0/F6yw2iO0Aid1Lg1JsB/Dzr+2KfZKCkw85ePAgTz31FHPmzGHfvn3ExsbSrVs37rnnHi6++GKzy/PKY489xhdffMGaNWvKtR84cICoqChzihIRERGpaUW5JXsllZlul769kgstENPas08STbobI0v2yvc2lTOn4OQjdu3axTnnnENkZCT//ve/6dy5Mw6Hg2+//ZY777yTTZs2mV1itYiPjze7BBEREZHqUVwIB9eXTrfbvxoObwK3q+K1USnlp9sldIXA8FovuSHTE2A+4o477sBisbBixQquvPJK2rRpQ8eOHRk3bhzLli1j165dWCyWciM4GRkZWCwWFi1aBMCiRYuwWCx8++23dO/enaCgIC666CLS0tL45ptvaN++PeHh4YwYMYK8vDzP+6SkpDB16tRy9XTr1o3HHnvshPU+8MADtGnThuDgYFq0aMEjjzyCw+EAjNUUJ02axNq1a7FYLFgsFs8KixaLhS+++AKAfv368cADD5R738OHD2O32/nxxx8BKCwsZPz48SQmJhISEkKfPn0836+IiIhIrXE6jGW/V74DX90D/9cfnk6ENy+CueNhzfvG3kluF4Q1gbaXwkUPww2fw/074e61cPXbcM5d0Pw8hSYTaMTpVNxucOSd+rrT5XIZ719kq7iSiT24SktApqenM2/ePJ566ilCQkIqnI+MjCQjI6PKJT322GO88sorBAcHc80113DNNdcQEBDAzJkzycnJ4YorruDll1+uEFq8ERYWxttvv02TJk1Yt24dt956K2FhYdx///1ce+21rF+/nnnz5vH9998DEBERUeE9Ro4cyXPPPcczzzyDpeT36aOPPqJJkyacd955AIwdO5YNGzbw4Ycf0qRJE2bNmsXgwYNZt24drVu3Pu36RURERE7I5YKj28pvKHvw9xPsldSodBTp+JS7MM2wqYsUnE7FkQdPN6mxt7cCkSc6+a/94F8xCP3Ztm3bcLvdtGvXrlpqevLJJznnnHMAuPnmm5kwYQLbt2+nRYsWAFx11VUsXLjwjILTww8/7HmdkpLC+PHj+fDDD7n//vsJCgoiNDQUPz+/k07Nu+aaa7jnnnv4+eefPUFp5syZXH/99VgsFlJTU3nrrbdITU2lSROjD8ePH8+8efN46623ePrpp0+7fhERERGgZK+kXWVWuFtjfBVlV7w2INzYK+n4lLvEHhCRpL2S6gkFJx9wsk2ET0eXLl08r+Pi4jzT6cq2rVix4ow+46OPPuKll15i+/bt5OTkUFxcTHi4d0POjRs3ZuDAgbz//vucd9557Ny5k6VLl/J///d/AKxbtw6n00mbNm3K3VdYWEijRo3OqH4RERFpoLL2l1m4oWQ0Kf9Yxev8goznkMpuKBvdQnsl1WMKTqdiDzZGfmqIy+UiKzub8LAwrJVN1auC1q1bY7FYTroAxPH3Lhuyjj9T9Gd2u93z2mKxlDs+3uZylT60aLVaK4S3E703wNKlSxk5ciSTJk1i0KBBRERE8OGHH/LCCy+c8J4TGTlyJHfddRcvv/wyM2fOpHPnznTu3BmAnJwcbDYbK1euxGYrv1dBaGio158lIiIiDUzu0YobyuYcrHid1Q7xncqvcBfTFmz6UduXqDdPxWKp0nS50+Zygd1pfMZp/gtEdHQ0gwYN4tVXX+Wuu+6q8JxTRkYGjRs3BozlvLt37w5QYanv09W4cWMOHDjgOc7KymLnzp0nvH7JkiUkJyfz0EMPedp2795d7hp/f3+cTucpP/vyyy/ntttuY968ecycOZPRo0d7znXv3h2n00laWppnKp+IiIhIpQoyS6bZlUy527caMlMrXmexQWz7kil3JSEpriP4BdR2xVLLFJx8xKuvvso555xD7969efzxx+nSpQvFxcXMnz+f1157jY0bN3L22WfzzDPP0Lx5c9LS0so9Z3QmLrroIt5++22GDh1KZGQkEydOrDDCU1br1q1JTU3lww8/5KyzzmLOnDnMmjWr3DUpKSns3LmTNWvW0LRpU8LCwggIqPgfpJCQEIYPH84jjzzCxo0buf766z3n2rRpw8iRIxk9ejQvvPAC3bt35/DhwyxYsIAuXbpw6aWXVsv3LyIiIvVMUa6xwp1nQ9lVxmIOlWnUuvx0u/jO4F+1WUHiWxScfESLFi1YtWoVTz31FPfddx8HDhygcePG9OzZk9deew2A6dOnc/PNN9OzZ0/atm3Lc889x8CBA8/4sydMmMDOnTu57LLLiIiI4IknnjjpiNOwYcO49957GTt2LIWFhVx66aU88sgj5ZYvv/LKK/n888+58MILycjI4K233uLGG2+s9P1GjhzJkCFD6N+/P82aNSt37q233uLJJ5/kvvvuY9++fcTExHD22Wdz2WWXnfH3LSIiIvVAcSEcWl8y3e74XkkbK98rKbJZ+RXuErpCYMWVfaVhsrire2WBOi4rK4uIiAgyMzMrLEZQUFDAzp07ad68OYGBgbVSj8vlIisri/Dw8IrPOEm95Mt9asbfkbrA4XAwd+5chgwZUuGZP6m/1K++R33qm7zqV2exsYGsZ4W71cYGs65Knr0OjS8ZSTo+mtQdQrR4VG2oS39XT5YN/kwjTiIiIiJS/7hckL69/HS7A79DcX7Fa4Oiy++T1KQHhCfUfs1Sryk4iYiIiEjd5nZDRiqk/V66wt2BtVCYVfFa/7DSvZKOB6XIZO2VJGdMwUlERERE6p7co7DpK2wbvmLw7uXY11SyoaxfECR0KR1FatIdGrXSXklSIxScRERERKRuyEuHTV/DH7Ngx2JwO7ECAYDbascS17H8dLvG7bRXktQa/UkTEREREfPkH4NNc+GPz2HHInAVl55L6Iqz3TB+3mej3xW3Yg/SBvZiHgWnSjSwhQZFqkx/N0REpFoUZJaEpVmw/Yfyq97Fd4aOV0CH4dCoJS6Hg4y5c7XBrJhOwamM48sh5uXlERQUZHI1InVPXl4egOlLh4qISD1UkAWbvykJSwvAWVR6LrajEZY6DoeY1qaVKHIyCk5l2Gw2IiMjSUtLAyA4OBhLDa/A4nK5KCoqoqCgwOf2/GmofLFP3W43eXl5pKWlERkZic1mM7skERGpDwqzYcu3RljaOh+chaXnGrcvDUuN25pWokhVKTj9SXx8PIAnPNU0t9tNfn4+QUFBNR7SpHb4cp9GRkZ6/o6IiIhUqigXtswrDUvFBaXnGrWGTn81AlNse/NqFDkNCk5/YrFYSEhIIDY2Foejkl2mq5nD4eDHH3+kf//+mv7kI3y1T+12u0aaRESkckV5sPU7Iyxt+bb8JrTRLcuEpQ7aT0nqLQWnE7DZbLXyQ6LNZqO4uJjAwECf+iG7IVOfiohIg+DIN0aU/phljDA58krPRTUvDUtxnRSWxCcoOImIiIhI1TgKjIUd/phlLPRQlFN6LjK55JmlKyChq8KS+BwFJxERERE5seJCY8nwP2YZS4gXZZeei2hmLO7Q8QpjU1qFJfFhCk4iIiIiUl5xkbEZ7R+fw6Y5UJhVei48sXRkKbGnwpI0GApOIiIiIgJOB+xYXDKy9JWxSe1xYU1KR5YSe4GPbLch4g0FJxEREZGGylkMO4+Hpa8h/1jpudA46DDcCEtJfRSWpMFTcBIRERFpSJzFsPtnIyxt+BLy00vPhcRCh8uNsNTsbLBqGwqR4xScRERERHydywm7lxjPLG34EvKOlJ4LjoEOw4ywlHyOwpLICSg4iYiIiPgilxNSl5WMLM2G3LTSc0HRZcLSuWDTj4Qip6K/JSIiIiK+wuWCPctLw1LOwdJzgZHQfqgRlpr3B5s2aRfxhoKTiIiISH3mcsG+34yw9McXkL2/9FxgBLQrCUstzldYEjkDCk4iIiIi9Y3bDftWloalrL2l5wLCod2l0PGv0OIC8PM3q0oRn6LgJCIiIlIfuN2wf3VpWMpMLT3nHwbthhgjSy0vAr8A08oU8VUKTiIiIiJ1ldsNB9aWhKVZkLG79Jx/KLT9S0lYuhjsgebVKdIAKDiJiIiI1CVuNxxaXxqW0neUnrMHQ5vBRlhqfQnYg8yrU6SBUXASERERMZvbDWkbSsPS0W2l5/yCoM2gkrA0EPyDzatTpAFTcBIRERExS9omY1PaP2bBkS2l7X6BxohSxyug9SAICDWvRhEBFJxEREREatfhLaUjS4c3lrbbAkrDUptBEBBmXo0iUoGCk4iIiEhNO7KtNCyl/VHabvM3FnboeIWx0ENguHk1ishJKTiJiIiI1ISj22HDF0ZYOriutN1qN5YMPx6WgiLNqlBEvKDgJCIiIlJd0neWhqUDa0vbrX7GZrQdrzA2pw2KMqtCETlNCk4iIiIiZyIj1diQ9o9ZsH9VabvFBi3OLwlLl0FwtGklisiZU3ASERER8Vbm3tKwtO+30naLFVLOg05/hXZDIaSRaSWKSPVScBIRERGpiqz9sGG2EZb2LC9zwgIp5xojS+2HQWhj00oUkZqj4CQiIiJyIlkHYOOXRlhKXVrmhAWS+5WGpbA400oUkdqh4CQiIiJSVk5a6cjS7iWAu/Rcs76lYSk8wbQSRaT2KTiJiIiI5BwuHVna/Qu4XaXnmvY2nllqPwwiEs2rUURMpeAkIiIiDVPuUdj0Faz/HHb9VD4sJfYyRpY6XA6RSebVKCJ1hoKTiIiINBx56bDpa2NkacdicDtLzzXpURqWopLNq1FE6iQFJxEREfFt+cdg01z443PYsQhcxaXnErqWhKXhEN3crApFpB5QcBIRERHfU5BZEpZmwfYfwOUoPRffuTQsNWppWokiUr8oOImIiIhvKMymafov2D5+H3YsBGdR6bnYjkZY6jgcYlqbVqKI1F8KTiIiIlK/HVgLv72F37qP6VmUW9reuH1pWGrc1rTyRMQ3KDiJiIhI/VOUZzyz9Nt02LcSAAuQExBH0FmjsHW5CmLbm1ujiPgUBScRERGpP9I2wm9vwdoPoTDTaLPaocMwiruNYsH6TIacfyk2u93cOkXE5yg4iYiISN3mKIANs2HlW5C6tLQ9KgV63gTdRkJoY9wOB/wx17QyRcS3KTiJiIhI3XRkmxGW1rxvLCkOYLFBuyHQ62/Q/AKwWs2sUEQaEAUnERERqTuKi4wNale+BTt/LG0Pbwo9b4TuN0B4gmnliUjDpeAkIiIi5ju2C1a+Davfg9zDRpvFCq0HGqNLrQaA1WZmhSLSwCk4iYiIiDmcxbBlnrEy3vYfALfRHhoPPUYbX5FJppYoInKcgpOIiIjUrsy9sGqG8ZV9oLS95UXG6FKbwWDTqngiUrcoOImIiEjNczlh2wLj2aUt88DtMtqDY4znlnqOgegW5tYoInISCk4iIiJSc7IPwup3YeUMyEwtbU85D3rdBO0uA78A8+oTEakiBScRERGpXi4X7FxsPLu0eS64io32wEhjz6WeN0LjNmZWKCLiNQUnERERqR65R4w9l357C47tLG1P6mM8u9ThcrAHmVefiMgZUHASERGR0+d2w+4lxujSxi/BWWS0B4RDl2uN6XhxHc2tUUSkGig4iYiIiPfyj8HaD43RpSObS9ub9DDCUqcrwT/EvPpERKqZgpOIiIhUjdsNe381wtIfn0NxgdFuD4EuV0PPm6BJN1NLFBGpKQpOIiIicnIFWbDuYyMwHVpf2h7XyRhd6nwNBIabV5+ISC1QcBIREZHK7V9thKV1n4Ij12jzCzSm4fW8CZr2AovF3BpFRGqJgpOIiIiUKsqF9Z8Ziz3sX13aHtPWGF3qeh0ERZlXn4iISRScREREBA79YYwu/f4RFGYZbTZ/YwnxnjdBcj+NLolIg6bgJCIi0lA58mHDbGN0ac/y0vboFkZY6jYSQhqZV5+ISB2i4CQiItLQHN4CK982NqstyDDarH7Q7lJjo9qU/mC1mlmhiEido+AkIiLSEBQXwsavjMC066fS9ohm0HMMdB8FYXGmlSciUtcpOImIiPiy9B1GWFr9PuQdMdosVmgz2BhdankRWG2mligiUh8oOImIiPgapwM2fwMr34LtP5S2hzWBHqOhxyiIaGpefSIi9ZCCk4iIiK/I2AOr3oFV70LOwZJGC7S62Bhdaj0IbPpfv4jI6dB/PUVEROozlxO2zjdGl7Z+B26X0R7S2HhuqecYiEoxtUQREV+g4CQiIlIfZR2A1e/Cyncga29pe/P+xuhS20vBz9+8+kREfIyCk4iISH3hcsGOhca+S5u/AbfTaA+Khm4jjL2XYlqZW6OIiI9ScBIREanrcg7DmveM1fGO7Sptb9YPet0E7YeBPdCs6kREGgQFJxERkbrI7YZdPxujSxu/ApfDaA+IgK7XGYEptr25NYqINCAKTiIiInVJXjqs/QB+ewuObi1tT+xlhKWOfwX/YPPqExFpoBScREREzOZ2w54VxujSH7PAWWi0+4dCl2uMZ5cSuphbo4hIA6fgJCIiYpaCTPj9YyMwpW0obY/vbKyM1/lqCAgzrz4REfFQcBIREalt+1YZYWn9Z+DIM9r8gqDzldDzb5DYAywWc2sUEZFyFJxERERqQ2EOrP/UCEwH1pa2N25vPLvU5VoIijStPBEROTmr2QW8+uqrpKSkEBgYSJ8+fVixYsVJr586dSpt27YlKCiIpKQk7r33XgoKCmqpWhERES8dXAdfj4MX2sFXdxuhyRZgBKWb5sEdS6HP/1NoEhGp40wdcfroo48YN24c06ZNo0+fPkydOpVBgwaxefNmYmNjK1w/c+ZMHnzwQaZPn06/fv3YsmULN954IxaLhSlTppjwHYiIiFTCkW8s8vDbdNj7a2l7dEvj2aVuIyA42rz6RETEa6YGpylTpnDrrbdy0003ATBt2jTmzJnD9OnTefDBBytcv2TJEs455xxGjBgBQEpKCtdffz3Lly+v1bpFREQqdXizsYz42pnGwg8AVj9oP9RYGa95fz27JCJST5kWnIqKili5ciUTJkzwtFmtVgYMGMDSpUsrvadfv3689957rFixgt69e7Njxw7mzp3LqFGjTvg5hYWFFBYWeo6zsrIAcDgcOByOavpuTt/xGupCLVI91Ke+R33qm6qtX4sLsWz6Cuvqd7Cmlv7/yx3RDFePMbi6XA+hJbMoiovP7LPkpPR31TepX31PXepTb2qwuN1udw3WckL79+8nMTGRJUuW0LdvX0/7/fffz+LFi084ivTSSy8xfvx43G43xcXF/P3vf+e111474ec89thjTJo0qUL7zJkzCQ7WBoIiInJ6QgoPkXxkIc3SfyKgOBsAF1YORXRnZ8yFHA7rBBbTHyUWEZGTyMvLY8SIEWRmZhIeHn7Sa+vVqnqLFi3i6aef5r///S99+vRh27Zt3H333TzxxBM88sgjld4zYcIExo0b5znOysoiKSmJgQMHnvI3pzY4HA7mz5/PJZdcgt1uN7scqQbqU9+jPvVNp9WvTgeWLd8Yo0s7F3ua3WFNcHUfhavrDcSEJxBTQzXLyenvqm9Sv/qeutSnx2ejVYVpwSkmJgabzcahQ4fKtR86dIj4+PhK73nkkUcYNWoUt9xyCwCdO3cmNzeX2267jYceegirteK/7AUEBBAQEFCh3W63m95RZdW1euTMqU99j/rUN1WpX4/thlXvwOr3IOf4/7cs0PoS6PU3LK0uwWbzw1bj1UpV6O+qb1K/+p660KfefL5pwcnf35+ePXuyYMEChg8fDoDL5WLBggWMHTu20nvy8vIqhCObzfjflEkzDkVExFc5i2Hrd8bKeNu+B0r+PxMaB91HQY/REJVsaokiIlJ7TJ2qN27cOMaMGUOvXr3o3bs3U6dOJTc317PK3ujRo0lMTGTy5MkADB06lClTptC9e3fPVL1HHnmEoUOHegKUiIjIGcnaD6tmGF9Z+0rbW1xgLCXedgjY9K/eIiINjanB6dprr+Xw4cNMnDiRgwcP0q1bN+bNm0dcXBwAqamp5UaYHn74YSwWCw8//DD79u2jcePGDB06lKeeesqsb0FERHyBywXbf4CVb8Hmb8DtNNqDG0G3kdDzRmjU0tQSRUTEXKYvDjF27NgTTs1btGhRuWM/Pz8effRRHn300VqoTEREfF2AIxPrL1NhzbuQsbv0RPI5xuhS+6HgV/E5WRERaXhMD04iIiK17uh2bAueYOCGL7FSMroUGAFdR0Cvm6BxW3PrExGROkfBSUREGo6CTFj8HCz/P6wuY9NDV+JZWM/6G3S8AuxBJhcoIiJ1lYKTiIj4PpfTWE78h6cg74jR1HIAi/3O59yrbseqJY5FROQUFJxERMS37fwR5k2AQ+uN45g2MGgyzpTzyZo719zaRESk3lBwEhER35S+E757GDZ9bRwHRsAF/4KzbjaWE3c4zK1PRETqFQUnERHxLYXZ8OPzsOy/4CwCi81YIe/Cf0FwtNnViYhIPaXgJCIivsHlhDUzYcHjkJtmtLW4EAZPhtj25tYmIiL1noKTiIjUf7uXwDcPwMHfjePoljDoaWgzCCwWc2sTERGfoOAkIiL117HdMH8ibPjCOA6IgPPvh963gZ+/qaWJiIhvUXASEZH6pzAHfn4RlrwMzkKwWKHHGLjoYQiJMbs6ERHxQQpOIiJSf7hc8PtHsGASZB8w2lLOg8HPQHwnc2sTERGfpuAkIiL1Q+pymPcg7F9lHEelwMCnoN2leo5JRERqnIKTiIjUbZl7Yf6jsP5T49g/DPqPh7NvB78Ac2sTEZEGQ8FJRETqpqI8+OU/xldxPmCB7jfARY9AWJzZ1YmISAOj4CQiInWL2w3rPoXvH4WsfUZbs37GfkxNuplamoiINFwKTiIiUnfsXQnzHoC9vxrHEc1g4OPQYbieYxIREVMpOImIiPmy9sP3k+D3D41jewicNw76jgV7oLm1iYiIoOAkIiJmcuTDklfg5yngyDPauo6AiydCeIK5tYmIiJSh4CQiIrXP7YY/Zhmr5WWmGm1JfYznmBJ7mlubiIhIJRScRESkdu1fA/MmQOoS4zi8KVwyCTpdqeeYRESkzlJwEhGR2pF9CBY8DmveB9zgFwTn3gv9/gH+wWZXJyIiclIKTiIiUrMcBbDsv/DTC1CUY7R1vgYGPAYRiaaWJiIiUlUKTiIiUjPcbtj4FXz3MGTsNtoSe8LgZyHpLHNrExER8ZKCk4iIVL+D64znmHb9ZByHJRgjTJ2vAavV1NJEREROh4KTiIhUn5zD8MMTsGoGxnNMgdDvLjjnbggINbs6ERGR06bgJCIiZ664CJZPgx//DYVZRlvHvxqr5UU2M7c2ERGRaqDgJCIip8/ths3fwHcPQfoOoy2hGwx+BpL7mlqaiIhIdVJwEhGR03NoA3w7AXYsMo5D4+DiidB1hJ5jEhERn6PgJCIi3sk9CgufgpVvgdsFtgDoeyecNw4CwsyuTkREpEYoOImISNU4HbDiDVj8DBRkGm3th8HAJyAqxdTSREREapqCk4iInNqW7+Dbf8HRrcZxXGcYPBman2duXSIiIrVEwUlERE7s8GYjMG373jgOjoGLH4Huo8BqM7c2ERGRWqTgJCIiFeWlw6Jn4Nc3we0Eqx3O/jv0/ycERphdnYiISK1TcBIRkVLOYvhtOix6GvKPGW1tLzWeY2rU0tzaRERETKTgJCIihm0LjGl5hzcZx7EdjOeYWlxgalkiIiJ1gYKTiEhDd2SbsYHtlnnGcVA0XPQQ9LgRbPrfhIiICCg4iYg0XPkZ8OO/Yfn/gcsBVj/ofRucfz8ERZldnYiISJ2i4CQi0tC4nLDybWMT27yjRlvrQTDwSWjcxtTSRERE6ioFJxGRhmTHYpg3AdL+MI5j2sLgp6HVAHPrEhERqeMUnEREGoL0HfDdI7Dpa+M4MBIu/Bf0+hvY7KaWJiIiUh8oOImI+LKCLPjpeVj2GjiLwGKDs26GCyZAcLTZ1YmIiNQbCk4iIr7I5YTV78EPT0DuYaOt5UUw6GmIbW9ubSIiIvWQgpOIiK/Z9QvMexAO/m4cN2plBKbWA8FiMbc2ERGRekrBSUTEVxzbDfMfgQ2zjeOACLjgATjrVvDzN7c2ERGRek7BSUSkvivMgZ+nwJJXwFkIFiv0vBEufAhCYsyuTkRExCcoOImI1FcuF6z9ABZMgpxDRlvz/jBoMsR3Mrc2ERERH6PgJCJSH6UuM55j2r/aOI5qDoOegrZD9ByTiIhIDVBwEhGpTzL2wPePwvrPjGP/MDj/n9Dn7+AXYG5tIiIiPkzBSUSkPijKhV/+A7+8BMX5gAV6jIKLHoHQWLOrExER8XkKTiIidZnLBes/hfmPQvZ+oy35HBg8GRK6mlubiIhIA6LgJCJSV+39Db55APb9ZhxHNoOBT0L7YXqOSUREpJYpOImI1DVZ++H7x+D3j4xjewj0vw/OvhPsgaaWJiIi0lCdVnByOp188cUXbNy4EYCOHTsybNgwbDZbtRYnItKgOPJhycvw84vgyDPauo2EiydCWLy5tYmIiDRwXgenbdu2cemll7J3717atm0LwOTJk0lKSmLOnDm0bNmy2osUEfFpbjf88bnxHFPmHqMt6WzjOabEHubWJiIiIsBpBKe77rqLFi1asHTpUqKjowE4evQoN9xwA3fddRdz5syp9iJFRHzWvlUwbwLsWWYchzeFSyZBpyv1HJOIiEgd4nVwWrx4McuWLfOEJoBGjRrxzDPPcM4551RrcSIiPiv7ICx4HNbMBNxgD4Zz74W+Y8E/2OzqRERE5E+8Dk4BAQFkZ2dXaM/JycHf379aihIR8VmOAlj2Kvw0BYpyjLYu18LFj0JEorm1iYiIyAlZvb3hsssu47bbbmP58uW43W7cbjfLli3j73//O8OGDauJGkVE6j+3GzbMhld7GyNNRTmQ2Atu/h7++rpCk4iISB3n9YjTSy+9xJgxY+jbty92ux2A4uJihg0bxn/+859qL1BEpN478LvxHNPun43jsCYw4DHofDVYvf73KxERETGB18EpMjKS2bNns3XrVjZt2gRA+/btadWqVbUXJyJSr+WkwQ9PwKp3ATf4BcI5dxtf/iFmVyciIiJeOO0NcFu3bk3r1q2rsxYREd9QXAjLp8Hif0NRyTOhna6EAZMgMsnc2kREROS0VCk4jRs3jieeeIKQkBDGjRt30munTJlSLYWJiNQ7bjdsngvfPgTHdhptCd3gL89Cs7NNLU1ERETOTJWC0+rVq3E4HJ7XIiLyJ4f+MJ5j2rnYOA6NM1bK63q9nmMSERHxAVUKTgsXLqz0tYhIg5d7BBY+BSvfBrcLbAHQ9044bxwEhJldnYiIiFQTr/8Z9G9/+1ul+zjl5ubyt7/9rVqKEhGp84qLYOmr8FIP+G26EZo6XA5jV8CARxWaREREfIzXwemdd94hPz+/Qnt+fj4zZsyolqJEROostxu2fAuv9YVv/wWFmRDfGW6cA9fMgKgUsysUERGRGlDlVfWysrI8G95mZ2cTGBjoOed0Opk7dy6xsbE1UqSISJ1weDMsmAjbFxjHIY3hokeg+w1gtZlbm4iIiNSoKgenyMhILBYLFouFNm3aVDhvsViYNGlStRYnIlIn5B+j854Z+K1ZCG4nWO1w9u3Q/58QGG52dSIiIlILqhycFi5ciNvt5qKLLuKzzz4jOjrac87f35/k5GSaNGlSI0WKiJjC7YZ1n+A3bwIt8o4Ybe0ug0seh0Ytza1NREREalWVg9P5558PwM6dO0lKSsKq5XVFxJel74Cvx8GOhViArMBEgq98Gb/WF5tdmYiIiJigysHpuOTkZADy8vJITU2lqKio3PkuXbpUT2UiImYoLoKlL8Pi56C4AGwBOM+9j0UZrfhLSn+zqxMRERGTeB2cDh8+zE033cQ333xT6Xmn03nGRYmImCJ1OXx9D6RtMI6bnw+XvYgrvBnuuXNNLU1ERETM5fV8u3vuuYeMjAyWL19OUFAQ8+bN45133qF169Z8+eWXNVGjiEjNys+Ar++F6QON0BTcCK54HUbP1rNMIiIiApzGiNMPP/zA7Nmz6dWrF1arleTkZC655BLCw8OZPHkyl156aU3UKSJS/dxu+GMWzHsQcg4Zbd1vgEuegODok98rIiIiDYrXwSk3N9ezX1NUVBSHDx+mTZs2dO7cmVWrVlV7gSIiNeLYLpgzHrbNN44btYahUyHlXDOrEhERkTrK6+DUtm1bNm/eTEpKCl27duX//u//SElJYdq0aSQkJNREjSIi1cfpgGX/hYWToTgfbP5w3n1w7r3gF2B2dSIiIlJHeR2c7r77bg4cOADAo48+yuDBg3n//ffx9/fn7bffru76RESqz96V8NXdcGidcZx8Llz2IjSuuKm3iIiISFleB6cbbrjB87pnz57s3r2bTZs20axZM2JiYqq1OBGRalGQBT88ASveANwQFAUDn4RuI8FiMbs6ERERqQe8WlXP4XDQsmVLNm7c6GkLDg6mR48eCk0iUve43bDhS3i1N6x4HXBDl+tg7G/GIhAKTSIiIlJFXo042e12CgoKaqoWEZHqk7EH5v4TtpTsORfdwpiW1+ICU8sSERGR+snrfZzuvPNOnn32WYqLi2uiHhGRM+MshqX/hVf7GKHJaofzxsPtSxSaRERE5LR5/YzTr7/+yoIFC/juu+/o3LkzISEh5c5//vnn1VaciIhX9q82Fn84sNY4TjrbWGI8tr2pZYmIiEj953VwioyM5Morr6yJWkRETk9hDix8CpZPA7cLAiPgkseh+2iwej2wLiIiIlKB18Hprbfeqok6REROz6a5xrNMWXuN405XweDJEBprbl0iIiLiU7wOTiIidULWfvjmftj4lXEcmQyXToHWA8ytS0RERHySgpOI1C8uJ/z6P1jwOBRlg8UG/f4B5z8A/sFmVyciIiI+SsFJROqPg+uMxR/2rTSOm54Fl02F+E6mliUiIiK+T8FJROq+olxY9AwsfRXcTggIhwGPQs+/afEHERERqRVnFJwKCgoIDAysrlpERCra8h3MuQ8yU43jDsNh8DMQnmBqWSIiItKweP1PtS6XiyeeeILExERCQ0PZsWMHAI888gj/+9//qr1AEWmgsg/CJzfCzKuN0BSRBNd/BNe8o9AkIiIitc7r4PTkk0/y9ttv89xzz+Hv7+9p79SpE2+++Wa1FiciDZDLZSz+8Epv+GOWsfhD37FwxzJoO9js6kRERKSB8jo4zZgxg9dff52RI0dis9k87V27dmXTpk3VWpyINDCHNsD0QTBnHBRmQpPucNtCGPQUBISaXZ2IiIg0YF4Hp3379tGqVasK7S6XC4fD4XUBr776KikpKQQGBtKnTx9WrFhx0uszMjK48847SUhIICAggDZt2jB37lyvP1dE6hBHPnw/Cf7vPNi7AvxDYfCzcMsCSOhqdnUiIiIi3i8O0aFDB3766SeSk5PLtX/66ad0797dq/f66KOPGDduHNOmTaNPnz5MnTqVQYMGsXnzZmJjYytcX1RUxCWXXEJsbCyffvopiYmJ7N69m8jISG+/DRGpK7b/AF/fC8d2GcftLoO/PAcRiaaWJSIiIlKW18Fp4sSJjBkzhn379uFyufj888/ZvHkzM2bM4Ouvv/bqvaZMmcKtt97KTTfdBMC0adOYM2cO06dP58EHH6xw/fTp00lPT2fJkiXY7XYAUlJSvP0WRKQuyDkM306AdZ8Yx2FNYMi/of1l5tYlIiIiUgmvg9Pll1/OV199xeOPP05ISAgTJ06kR48efPXVV1xyySVVfp+ioiJWrlzJhAkTPG1Wq5UBAwawdOnSSu/58ssv6du3L3feeSezZ8+mcePGjBgxggceeKDc81ZlFRYWUlhY6DnOysoCwOFwnNbUwup2vIa6UItUD/XpKbhdWNa8j+2HSVgKMnBbrLh63Yrr/AchIAzq4O+b+tQ3qV99j/rUN6lffU9d6lNvarC43W53DdZyQvv37ycxMZElS5bQt29fT/v999/P4sWLWb58eYV72rVrx65duxg5ciR33HEH27Zt44477uCuu+7i0UcfrfRzHnvsMSZNmlShfebMmQQHB1ffNyQipxRasI+uqW8Tk7sZgIygZNY2u4mM4BYmVyYiIiINUV5eHiNGjCAzM5Pw8PCTXuv1iNOvv/6Ky+WiT58+5dqXL1+OzWajV69e3r5llblcLmJjY3n99dex2Wz07NmTffv28e9///uEwWnChAmMGzfOc5yVlUVSUhIDBw485W9ObXA4HMyfP59LLrnEM/1Q6jf1aSWKC7D+8iLWtS9hcTlw24Nxnf8gIWfdRj/rGe3DXSvUp75J/ep71Ke+Sf3qe+pSnx6fjVYVXv/Ecuedd3L//fdXCE779u3j2WefrXSkqDIxMTHYbDYOHTpUrv3QoUPEx8dXek9CQgJ2u73ctLz27dtz8OBBioqKyu0rdVxAQAABAQEV2u12u+kdVVZdq0fOnPq0xI7FxuIP6duN49aDsFz6PLbIZlQ+wbbuUp/6JvWr71Gf+ib1q++pC33qzed7vRz5hg0b6NGjR4X27t27s2HDhiq/j7+/Pz179mTBggWeNpfLxYIFC8pN3SvrnHPOYdu2bbhcLk/bli1bSEhIqDQ0iYiJco/CrNthxjAjNIXGwzUzYMRHENnM7OpEREREvOJ1cAoICKgwSgRw4MAB/Py8G8AaN24cb7zxBu+88w4bN27k9ttvJzc317PK3ujRo8stHnH77beTnp7O3XffzZYtW5gzZw5PP/00d955p7ffhojUFLcb1syEV3rB2pmABc66BcaugA6Xg8VidoUiIiIiXvN6qt7AgQOZMGECs2fPJiIiAjA2pf3Xv/7l1ap6ANdeey2HDx9m4sSJHDx4kG7dujFv3jzi4uIASE1NxWotzXZJSUl8++233HvvvXTp0oXExETuvvtuHnjgAW+/DRGpCUe2wdf3wK6fjOPYjjD0P5B0lqlliYiIiJwpr4PT888/T//+/UlOTvZseLtmzRri4uJ49913vS5g7NixjB07ttJzixYtqtDWt29fli1b5vXniEgNKi6En6fCT8+Dswj8guCCB6HvnWDTfHQRERGp/7wOTomJifz++++8//77rF27lqCgIG666Sauv/560x/uEhET7F4CX90NR7YYxy0vhktfgOjm5tYlIiIiUo1Oax3gkJAQbrvttuquRUTqk7x0mD8RVpeMNIfEwuDJ0OlKPcckIiIiPue0gtPWrVtZuHAhaWlp5Va4A5g4cWK1FCYidZTbDes+gXkTIO+I0dbzRhjwGARFmVmZiIiISI3xOji98cYb3H777cTExBAfH4+lzL8sWywWBScRX5a+A74eBzsWGseN28FlUyG58i0ERERERHyF18HpySef5KmnntJKdiINSXERLH0ZFj8HxQVgC4Dz/wn97gY/7aEmIiIivs/r4HTs2DGuvvrqmqhFROqi1OXGEuNpJRtcNz8fLnsRGrU0tSwRERGR2uT1BrhXX3013333XU3UIiJ1SX4GfH0vTB9ohKbgRnDF6zB6tkKTiIiINDhejzi1atWKRx55hGXLltG5c+cKS5Dfdddd1VaciJjA7YY/PodvHoTcNKOt+w1wyRMQHG1ubSIiIiIm8To4vf7664SGhrJ48WIWL15c7pzFYlFwEqnPju2COeNh23zjuFFrGDoVUs41syoRERER03kdnHbu3FkTdYiImZwOWPZfWDgZivPB5g/n3Qfn3gt+AWZXJyIiImK609rHSUR8yN7f4Kt74NA64zj5XGPxh8ZtTC1LREREpC45reC0d+9evvzyS1JTUykqKip3bsqUKdVSmIjUsIIsWPA4/Pom4DY2rx34FHQbAWX2ZxMRERGR0whOCxYsYNiwYbRo0YJNmzbRqVMndu3ahdvtpkePHjVRo4hUJ7cbNn4F39wP2QeMti7XwaCnICTG3NpERERE6iivlyOfMGEC48ePZ926dQQGBvLZZ5+xZ88ezj//fO3vJFLXZeyBD66Hj0cZoSm6hbG8+F//T6FJRERE5CS8Dk4bN25k9OjRAPj5+ZGfn09oaCiPP/44zz77bLUXKCLVwFkMS/8Lr/aBLd+A1Q7njYfbl0CLC8yuTkRERKTO83qqXkhIiOe5poSEBLZv307Hjh0BOHLkSPVWJyJnbv9q+OpuOLDWOE4621hiPLa9qWWJiIiI1CdeB6ezzz6bn3/+mfbt2zNkyBDuu+8+1q1bx+eff87ZZ59dEzWKyOkozIaFT8PyaeB2QWAEXPI4dB8NVq8Hm0VEREQaNK+D05QpU8jJyQFg0qRJ5OTk8NFHH9G6dWutqCdSV2yaC3P/CVl7jeNOV8HgyRAaa25dIiIiIvWU18GpRYsWntchISFMmzatWgsSkTOQtd9YLW/jV8ZxZDJcOgVaDzC3LhEREZF6ThvgivgClxN+/Z+xL1NRNlj9oN8/oP/94B9sdnUiIiIi9V6VglN0dDRbtmwhJiaGqKgoLCfZHDM9Pb3aihORKjjwO3x9D+xbaRw3PQuG/gfiOppaloiIiIgvqVJwevHFFwkLCwNg6tSpNVmPiFRVUS4smmwsM+52QkA4DHgUev5Niz+IiIiIVLMqBacxY8YAUFxcjMViYdCgQcTFxdVoYSJyElu+gzn3QWaqcdxhOAx+BsITTC1LRERExFd59YyTn58ff//739m4cWNN1SMiJ5N9EOY9CH/MMo4jkmDI89B2sLl1iYiIiPg4rxeH6N27N6tXryY5Obkm6hGRyrhcsPIt+H4SFGaCxQZn3w4XTICAULOrExEREfF5XgenO+64g/vuu4+9e/fSs2dPQkJCyp3v0qVLtRUnIsChDfDV3bB3hXHcpLux+ENCV3PrEhEREWlAvA5O1113HQB33XWXp81iseB2u7FYLDidzuqrTqQhc+TD4udgyUvgKgb/ULjoEeh9K1htZlcnIiIi0qB4HZx27txZE3WISFnbf4Cv74Vju4zjdpfBX56DiERTyxIRERFpqLwOTnq2SaQG5RyGbyfAuk+M4/BEIzC1v8zcukREREQaOK+D03EbNmwgNTWVoqKicu3Dhg0746JEGhyXC1a/C/MnQkEGWKzQ+//BRQ9BQJjZ1YmIiIg0eF4Hpx07dnDFFVewbt06z7NNYDznBOgZJxFvHd4MX90DqUuM4/guxuIPiT1MLUtERERESlm9veHuu++mefPmpKWlERwczB9//MGPP/5Ir169WLRoUQ2UKOKjHAXww1Pw2jlGaLIHw8Cn4NaFCk0iIiIidYzXI05Lly7lhx9+ICYmBqvVitVq5dxzz2Xy5MncddddrF69uibqFPEtOxYbiz+kbzeOWw+CS5+HyGbm1iUiIiIilfI6ODmdTsLCjGcuYmJi2L9/P23btiU5OZnNmzdXe4EiPiX3KHz3MKydaRyHxsOQ56D9MCiZ7ioiIiIidY/XwalTp06sXbuW5s2b06dPH5577jn8/f15/fXXadGiRU3UKFL/ud2wZqYRmvLTAQucdTNcPBECI8yuTkREREROwevg9PDDD5ObmwvA448/zmWXXcZ5551Ho0aN+Oijj6q9QJF678g2+Poe2PWTcRzb0Vj8IeksU8sSERERkarzOjgNGjTI87pVq1Zs2rSJ9PR0oqKiPCvriQhQXAi/TIGfngdnEfgFwQUPQt87wWY3uzoRERER8YLXq+q99957nhGn46KjoxWaRMpolLMJvzcvgEVPG6Gp5cVwx1I49x6FJhEREZF6yOvgdO+99xIXF8eIESOYO3eu9m0SKctZjPWb8Zy79WksR7dCSCxc+T+44TOIbm52dSIiIiJymrwOTgcOHODDDz/EYrFwzTXXkJCQwJ133smSJUtqoj6R+sPlhC/+jm3V2wA4u4+GsSug81VaMU9ERESknvM6OPn5+XHZZZfx/vvvk5aWxosvvsiuXbu48MILadmyZU3UKFL3ud3GAhDrPsFt9WN587txDZkCQVFmVyYiIiIi1cDrxSHKCg4OZtCgQRw7dozdu3ezcePG6qpLpP5wu2HeBFg1AyxWnJdP4+Auf7OrEhEREZFq5PWIE0BeXh7vv/8+Q4YMITExkalTp3LFFVfwxx9/VHd9InXfD0/C8teM15e/irvDcFPLEREREZHq5/WI03XXXcfXX39NcHAw11xzDY888gh9+/atidpE6r6fXjCWGwcY8jx0GwEOh7k1iYiIiEi18zo42Ww2Pv74YwYNGoTNZquJmkTqh2XTYMHjxutLHofet5pbj4iIiIjUGK+D0/vvv18TdYjUL6tmwLwHjNfnPwjn3G1uPSIiIiJSo07rGSeRBm3dp/DlXcbrvmPhggfNrUdEREREapyCk4g3Nn4Nn98GuKHX32Dgk9qjSURERKQBUHASqapt38OnN4HbCV2vhyEvKDSJiIiINBAKTiJVsesX+PAGcBZBh8th2Ctg1V8fERERkYaiSotDZGVlVfkNw8PDT7sYkTpp70qYeQ0U50PrQfDXN8F2RntHi4iIiEg9U6Wf/iIjI7FUcUqS0+k8o4JE6pSD6+C9K6AoB5r3h2veAT9/s6sSERERkVpWpeC0cOFCz+tdu3bx4IMPcuONN3o2vl26dCnvvPMOkydPrpkqRcxweAvMGA4FmdC0N1z3AdiDzK5KRERERExQpeB0/vnne14//vjjTJkyheuvv97TNmzYMDp37szrr7/OmDFjqr9KkdqWvhNmDIO8I5DQFUZ+AgGhZlclIiIiIibx+un2pUuX0qtXrwrtvXr1YsWKFdVSlIipMvcZoSn7ADRuBzfMgqBIs6sSERERERN5HZySkpJ44403KrS/+eabJCUlVUtRIqbJSTNCU0YqRLeA0bMhpJHZVYmIiIiIybxeGuzFF1/kyiuv5JtvvqFPnz4ArFixgq1bt/LZZ59Ve4EitSYv3Xim6eg2iEiC0V9CWLzZVYmIiIhIHeD1iNOQIUPYsmULQ4cOJT09nfT0dIYOHcqWLVsYMmRITdQoUvMKsuC9KyHtDwiNM0aaIjWCKiIiIiKG09qMJikpiaeffrq6axExR1EuzLwW9q+CoGgjNDVqaXZVIiIiIlKHeD3iBPDTTz9xww030K9fP/bt2wfAu+++y88//1ytxYnUuOJC+HAkpC6BgAgYNQti25tdlYiIiIjUMV4Hp88++4xBgwYRFBTEqlWrKCwsBCAzM1OjUFK/OB3wyY2wYyHYQ4wlx5t0M7sqEREREamDvA5OTz75JNOmTeONN97Abrd72s855xxWrVpVrcWJ1BiXE2b9P9g8F2wBcP0H0KyP2VWJiIiISB3ldXDavHkz/fv3r9AeERFBRkZGddQkUrNcLvjqLlj/GVjtcO170OL8U98nIiIiIg2W18EpPj6ebdu2VWj/+eefadGiRbUUJVJj3G6Y9yCsfg8sVrjyTWgz0OyqRERERKSO8zo43Xrrrdx9990sX74ci8XC/v37ef/99xk/fjy33357TdQoUn0WPA4r/s94Pfw16Djc1HJEREREpH7wejnyBx98EJfLxcUXX0xeXh79+/cnICCA8ePH849//KMmahSpHj/+G36eYry+dAp0vc7cekRERESk3vA6OFksFh566CH++c9/sm3bNnJycujQoQOhoaE1UZ9I9Vj6X/jhSeP1wKfgrJvNrUdERERE6pXT2gAXwN/fnw4dOlRnLSI1Y+Xb8O0E4/UF/4J+Y00tR0RERETqH6+DU25uLs888wwLFiwgLS0Nl8tV7vyOHTuqrTiRM/b7x/DVPcbrfnfB+febWo6IiIiI1E9eB6dbbrmFxYsXM2rUKBISErBYLDVRl8iZ2/gVzPo74IazboFLHgf9eRURERGR0+B1cPrmm2+YM2cO55xzTk3UI1I9tn4Pn9wEbid0Gwl/+bdCk4iIiIicNq+XI4+KiiI6OromahGpHjt/go9GgssBHa+AYS+D1es/6iIiIiIiHl7/NPnEE08wceJE8vLyaqIekTOz51eYeS0UF0CbwXDF62C1mV2ViIiIiNRzXk/Ve+GFF9i+fTtxcXGkpKRgt9vLnV+1alW1FSfilQO/w/tXgiMXmp8PV78Dfv5mVyUiIiIiPsDr4DR8+PAaKEPkDB3eDO8Oh4JMSDobrv8A7IFmVyUiIiIiPsLr4PToo4/WRB0ipy99B7wzDPKOQkI3GPkx+IeYXZWIiIiI+BA9MS/1W+ZeeOdyyDkIsR1g1CwIjDC7KhERERHxMVUacYqOjmbLli3ExMQQFRV10r2b0tPTq604kZPKPmSMNGWmQnRLGPUFBGvFRxERERGpflUKTi+++CJhYWEATJ06tSbrEamavHTjmab07RDRDMZ8CWFxZlclIiIiIj6qSsFpzJgxlb4WMUVBJrx7BaRtgNB4GDMbIpqaXZWIiIiI+DCvF4coq6CggKKionJt4eHhZ1SQyEkV5cL718CBNRDcCEbPhugWZlclIiIiIj7O68UhcnNzGTt2LLGxsYSEhBAVFVXuS6TGOArgwxGwZ5mxAMSoLyC2ndlViYiIiEgD4HVwuv/++/nhhx947bXXCAgI4M0332TSpEk0adKEGTNm1ESNIuB0wCc3wo5FYA+BkZ9BQhezqxIRERGRBsLrqXpfffUVM2bM4IILLuCmm27ivPPOo1WrViQnJ/P+++8zcuTImqhTGjKXEz6/FbZ8A36BMOIjSDrL7KpEREREpAHxesQpPT2dFi2MZ0rCw8M9y4+fe+65/Pjjj9VbnYjLBV/+A/6YBVY7XPseND/P7KpEREREpIHxOji1aNGCnTt3AtCuXTs+/vhjwBiJioyMrNbipIFzu+Gb+2HN+2CxwVXTofUlZlclIiIiIg2Q18HppptuYu3atQA8+OCDvPrqqwQGBnLvvffyz3/+s9oLlAbK7YbvH4Vf3wAsMPw16DDM7KpEREREpIHy+hmne++91/N6wIABbNq0iZUrV9KqVSu6dNHD+lJNfvw3/PIf4/VlL0LXa82tR0REREQatDPaxwkgOTmZ5OTk6qhFxLDkFVj4lPF60GTodZO59YiIiIhIg1el4PTSSy9V+Q3vuuuu0y5GhF//B989ZLy+8GHoe4e59YiIiIiIUMXg9OKLL1bpzSwWi4KTnL61H8Kc+4zX594L/cebW4+IiIiISIkqLQ6xc+fOKn3t2LHjtIp49dVXSUlJITAwkD59+rBixYoq3ffhhx9isVgYPnz4aX2u1CEbZsMXtwNu6P3/4OJHwWIxuyoREREREeA0VtUry+1243a7z6iAjz76iHHjxvHoo4+yatUqunbtyqBBg0hLSzvpfbt27WL8+PGcd5729Kn3tnwHn94Mbhd0vwEGP6PQJCIiIiJ1ymkFp//973906tSJwMBAAgMD6dSpE2+++eZpFTBlyhRuvfVWbrrpJjp06MC0adMIDg5m+vTpJ7zH6XQycuRIJk2a5NmMV+qpnT/Cx6PA5YBOV8LQl8B6RnleRERERKTaef0T6sSJE7n77rsZOnQon3zyCZ988glDhw7l3nvvZeLEiV69V1FREStXrmTAgAGlBVmtDBgwgKVLl57wvscff5zY2Fhuvvlmb8uXumTPCph5HRQXQNshcMX/gdVmdlUiIiIiIhV4vRz5a6+9xhtvvMH111/vaRs2bBhdunThH//4B48//niV3+vIkSM4nU7i4uLKtcfFxbFp06ZK7/n555/53//+x5o1a6r0GYWFhRQWFnqOs7KyAHA4HDgcjirXWlOO11AXaqlVB9bi9/6VWBy5uJpfgHP46+DCGHmq5xpsn/ow9alvUr/6HvWpb1K/+p661Kfe1OB1cHI4HPTq1atCe8+ePSkuLvb27bySnZ3NqFGjeOONN4iJianSPZMnT2bSpEkV2r/77juCg4Oru8TTNn/+fLNLqDVh+Xs5Z+vTWJw5HA1pw9KwkTi/+8HssqpdQ+rThkJ96pvUr75Hfeqb1K++py70aV5eXpWvtbi9XN3hH//4B3a7nSlTppRrHz9+PPn5+bz66qtVfq+ioiKCg4P59NNPy62MN2bMGDIyMpg9e3a569esWUP37t2x2Uqnc7lcLsCY4rd582ZatmxZ7p7KRpySkpI4cuQI4eHhVa61pjgcDubPn88ll1yC3W43u5yal74Dv3eHYsk5hCuhG86RsyAgzOyqqlWD69MGQH3qm9Svvkd96pvUr76nLvVpVlYWMTExZGZmnjIbeD3iBMbiEN999x1nn302AMuXLyc1NZXRo0czbtw4z3V/Dld/5u/vT8+ePVmwYIEnOLlcLhYsWMDYsWMrXN+uXTvWrVtXru3hhx8mOzub//znPyQlJVW4JyAggICAgArtdrvd9I4qq67VUyMy9sDMKyHnEMR2xDpqFtbgaLOrqjENok8bGPWpb1K/+h71qW9Sv/qeutCn3ny+18Fp/fr19OjRA4Dt27cDEBMTQ0xMDOvXr/dcZ6nictLjxo1jzJgx9OrVi969ezN16lRyc3O56aabABg9ejSJiYlMnjzZs4JfWZGRkQAV2qWOyT4IM4ZB5h5o1ApGfwE+HJpERERExLd4HZwWLlxYrQVce+21HD58mIkTJ3Lw4EG6devGvHnzPAtGpKamYtXy1PVb7lGYMRzSd0BkMxj9JYTGml2ViIiIiEiVeR2cDh8+TOPGjSs9t27dOjp37ux1EWPHjq10ah7AokWLTnrv22+/7fXnSS3Kz4D3roDDGyEswQhNEYlmVyUiIiIi4hWvh3I6d+7MnDlzKrQ///zz9O7du1qKEh9RmAMzr4EDayE4xghN0c3NrkpERERExGteB6dx48Zx5ZVXcvvtt5Ofn8++ffu4+OKLee6555g5c2ZN1Cj1kSMfPrwe9iyHwAjjmabGbcyuSkRERETktHgdnO6//36WLl3KTz/9RJcuXejSpQsBAQH8/vvvXHHFFTVRo9Q3xUXw8RjY+SP4h8INn0O891M4RURERETqitNadaFVq1Z06tSJXbt2kZWVxbXXXkt8fHx11yb1kbMYPr8Ftn4LfkEw4mNoWnHDZBERERGR+sTr4PTLL7/QpUsXtm7dyu+//85rr73GP/7xD6699lqOHTtWEzVKfeFywZdjYcNssPnDde9ByjlmVyUiIiIicsa8Dk4XXXQR1157LcuWLaN9+/bccsstrF69mtTU1NNaUU98hNsNc8fD2g/AYoOr3oJWA8yuSkRERESkWni9HPl3333H+eefX66tZcuW/PLLLzz11FPVVpjUI243zH8EfvsfYIG/vg7tLzO7KhERERGRauP1iNOfQ5PnjaxWHnnkkTMuSOqhxc/CkpeN18Negs5XmVuPiIiIiEg1q3JwGjJkCJmZmZ7jZ555hoyMDM/x0aNH6dChQ7UWJ/XALy/BosnG68HPQI/R5tYjIiIiIlIDqhycvv32WwoLCz3HTz/9NOnp6Z7j4uJiNm/eXL3VSd224g1jih7ARY/A2bebW4+IiIiISA2pcnByu90nPZYGZs1MYzEIgPPug/7jza1HRERERKQGndY+TtLA/TELZt9pvO7zd2O0SURERETEh1U5OFksFiwWS4U2aWA2z4PPbgG3y3ieafAzoD8HIiIiIuLjqrwcudvt5sYbbyQgIACAgoIC/v73vxMSEgJQ7vkn8VE7FsHHo8FVDJ2vhsumKjSJiIiISINQ5eA0ZsyYcsc33HBDhWtGj9aKaj4rdRl8cD04C6HdZTD8NbDazK5KRERERKRWVDk4vfXWWzVZh9Rl+1fD+1eDIw9aXgxXTQeb3eyqRERERERqjRaHkJM7tAHevQIKsyD5HLj2PfALMLsqEREREZFapeAkJ3Z0O8y4HPKPQWJPGPER+AebXZWIiIiISK1TcJLKZaTCO8MgNw3iOsMNn0FAmNlViYiIiIiYQsFJKso6YISmrL0Q0wZGzYKgKLOrEhERERExjYKTlJd7BN4dDsd2QmQyjJ4NoY3NrkpERERExFQKTlIqP8NYCOLwJghPhDFfQngTs6sSERERETGdgpMYCnPg/avg4O8Q0tgYaYpKMbsqEREREZE6QcFJwJEPH1wHe3+FwEgY9QXEtDa7KhERERGROkPBqaErLoKPRsGun8A/DEZ9DvGdzK5KRERERKROUXBqyJzF8NnNsG0++AXByI+N/ZpERERERKQcBaeGyuWC2XfAxi/B5g/Xz4TkfmZXJSIiIiJSJyk4NURuN8wZB79/BBYbXP0OtLzI7KpEREREROosBaeGxu2Gbx+ClW8BFvjr69BuiNlViYiIiIjUaQpODc3Cp2HZq8brYS9D56vMrUdEREREpB5QcGpIfn4RfnzOeP2Xf0OPUebWIyIiIiJSTyg4NRTLX4fvHzNeD3gM+txmZjUiIiIiIvWKglNDsPo9+Oafxuv+/4Rz7zW3HhERERGRekbBydet/wy+/Ifx+uw74cKHzK1HRERERKQeUnDyZZu/gc9vA7cLet4Ig54Ci8XsqkRERERE6h0FJ1+1fSF8PBpcxdDlWrj0RYUmEREREZHTpODki3YvhQ9HgLMI2l0Gl/8XrOpqEREREZHTpZ+mfc2+VfD+1eDIg1YD4KrpYPMzuyoRERERkXpNwcmXHPoD3vsrFGVDynlw7XvgF2B2VSIiIiIi9Z6Ck684sg1mXA75x6DpWXD9B2APMrsqERERERGfoODkC47thhnDIPcwxHeGkZ9AQJjZVYmIiIiI+AwFp/oua78RmrL2QUxbGPUFBEWZXZWIiIiIiE9RcKrPcg4b0/OO7YKoFBg9G0JizK5KRERERMTnKDjVV/nH4N0r4MgWCG8Ko7+E8ASzqxIRERER8UkKTvVRYTa8dxUcWgchscZIU1Sy2VWJiIiIiPgsBaf6pigPZl4L+34znmUaPRtiWpldlYiIiIiIT1Nwqk+KC+GjG2D3LxAQDqNmQVwHs6sSEREREfF5Ck71hdMBn/4Nti8Ae7Cx5HiT7mZXJSIiIiLSICg41QcuJ3xxO2z6GmwBxua2zc42uyoRERERkQZDwamuc7vh63th3Sdg9YNrZkCLC8yuSkRERESkQVFwqsvcbpg3AVa9AxYr/PUNaDvY7KpERERERBocBae67IcnYflrxuthr0Cnv5pbj4iIiIhIA6XgVFf99AL89Lzxesjz0H2kufWIiIiIiDRgCk510bJpsOBx4/Ulj0PvW82tR0RERESkgVNwqmtWzYB5Dxivz38Azrnb3HpERERERETBqU5Z9yl8eZfxuu9YuGCCufWIiIiIiAig4FRnWDbPhc9vA9zQ628w8EmwWMwuS0REREREUHCqExpn/Y5t1i3gdkKX62DICwpNIiIiIiJ1iJ/ZBTR0ltQl9N7xEhZ3EXS4HC5/FazKsyIiIiIidYl+QjfRgu/n4njvWvzcReyKPod5bZ/gj0O55BQWm12aiIiIiIiUoREnEyWue5Ugdz6/ODvyt/23UvjBes+5RiH+NGsUTHJ0MM0ahZAcHUxyo2CaNQqmcWgAFk3lExERERGpNQpOJrJeNZ1NPzzFR5nnMTCmGXuOFZCankd6bhFHS75Wp2ZUuC/Y30az6GCaecJUiPE6OpjEqCDsNg0kioiIiIhUJwUnE7VJisMx4gUunjuXIUO6YLfbAcgucLD7aB6p6Xklv+ay+6jx+kBmPnlFTjYdzGbTwewK72mzWmgSGUhydIhnxCq5UTDNokNIbhRMSIC6XERERETEW/opug4KC7TTKTGCTokRFc4VFbvYeyyP3el57CkJVsfDVWp6HgUOF3vS89mTng/bKr53TKh/yUhViGfE6niwign11xRAEREREZFKKDjVM/5+Vlo0DqVF49AK51wuN4dzCkvCVK5nxGp3eh6pR3M5lufgSE4RR3KKWFXJFMAQfxtJnjBVJlhFh9AkMhA/TQEUERERkQZKwcmHWK0W4sIDiQsPpHfz6ArnswocpB49HqZyPa9T0/PYn5lP7kmmAPpZLSRGBZULU80alT5nFeyvP0oiIiIi4rv0024DEn6SKYCFxU72HssvCVO5JaNUJaNV6XkUFbs80wJ/2lrxvWNCA0oClbHyX9nnqhqFaAqgiIiIiNRvCk4CQICfjZaNQ2l5gimAh7ILjNGpktGqsotXZOY7OJJTyJGcQlbuPlbh/tAAP2MKYJkl1ZNLQlVChKYAioiIiEjdp+Akp2S1WkiICCIhIoizWzSqcD4zz2GEqOOBqsxUwANZBeQUFrPxQBYbD2RVuNfPaqFpVFD5varKLF4R5G+rjW9RREREROSkFJzkjEUE2+kcHEHnphWnABY4SqYAlllS3RipymVPej5FThe7juax62hepe8dGxZQbtrf8WDVLDqYaE0BFBEREZFaouAkNSrQbqNVbCitYiufAngwq6D8XlXHn606mktWQTFp2YWkZRfy666KUwDDjk8B/NP0v2bRwTSJDMJmVagSERERkeqh4CSmsVotNIkMoklkEH1bVpwCmJFXVG459bLB6mBWAdmFxWw4kMWGSqYA2m0WmkaVrvp3fPrf8deBdk0BFBEREZGqU3CSOisy2J/IYH+6JkVWOFfgcJZuAHw8WJWEqj3H8nA43ew8ksvOI7mVvndceIBnSfXSlQCN56wig+2aAigiIiIi5Sg4Sb0UaLfROi6M1nFhFc45XW4OZOaXW0697GqA2QXFHMoq5FBWISt2pVe4PyzQr9xeVWWDVXx4oKYAioiIiDRACk7ic2xWY5pe06hg+v3pnNvtJiPPwe6SBSpSyz5XlZ7LoaxCsguKWb8vi/X7Kk4B9LdZS1YBPB6oSlcDTNIUQBERERGfpeAkDYrFYiEqxJ+oEH+6VTIFML/IyZ5jJVMAj+Z69qpKTc9j77E8ipwudhzJZccJpgDGhweSFB1ERJGVLsfyaR5rr+HvSERERERqg4KTSBlB/jbaxIXR5gRTAPdn5HvC1PG9qo4Hq5zCYg5mFXAwqwCwsuDFn7i4XRyj+yZzbqsYrJriJyIiIlJvKTiJVJHNaiEp2piSd06r8ufcbjfpuUXsTs9j68FM/rdgHVsyrXy/8RDfbzxEi5gQbjg7mat6NSU8UKNQIiIiIvWNgpNINbBYLDQKDaBRaACdE0IJPLCWtmedx4e/7ePTlXvZcSSXx7/ewPPfbWZ490RG902mXXy42WWLiIiISBVZzS5AxFe1bBzCY8M6suxfF/PE8E60jg0lr8jJzOWpDJ76E9f831Lm/H4Ah9NldqkiIiIicgoacRKpYaEBfow6O5kb+jRj2Y50ZizdxXcbDrFiZzordqYTFx7AiN7JXN8nidiwQLPLFREREZFKKDiJ1BKLxULflo3o27IRBzLzmbk8lQ9WpHIoq5AXv9/CKwu3MrhTAqP7JtMrOUqb8IqIiIjUIQpOIiZIiAjivoFtGXtRK+atP8iMpbtZufsYX63dz1dr99M+IZwxfZO5vFsiQf7aG0pERETEbHrGScREAX42Lu+WyGe39+Prf5zLtb2SCPCzsvFAFg9+vo4+T3/Pk19vYNcJ9o0SERERkdqh4CRSR3RKjODZq7qw/F8X868h7WgWHUxWQTFv/ryTC55fxI1vreCHTYdwudxmlyoiIiLS4GiqnkgdExnsz239W3LzuS1YvCWNGUt3s2jzYc9Xs+hgRp2dzNW9mhIZ7G92uSIiIiINgoKTSB1ls1q4qF0cF7WLY9eRXN5btpuPf9tDanoeT83daOwJ1S2RUX2T6ZQYYXa5IiIiIj5NU/VE6oGUmBAevqwDy/81gGf+2pn2CeEUFrv46Lc9XPbyz1z52hJmr9lHUbH2hBIRERGpCRpxEqlHgvxtXNe7GdeelcTK3cd4Z+luvll3gJW7j7Fy9zGeCN3I9b2TGNGnGQkRQWaXKyIiIuIzFJxE6iGLxUKvlGh6pUSTdml7Plixh5krdnMoq5CXf9jGfxdtZ2CHOEb3TeHsFtHaE0pERETkDCk4idRzseGB3D2gNXdc2JLv/jjEO0t3sWJnOt+sP8g36w/SJi6UUX1T+Gv3REIC9FdeRERE5HTopygRH2G3Wbm0SwKXdklg08EsZizdzaxV+9hyKIdHvljPc99s4sqeTbnh7GRaxYaaXa6IiIhIvVInFod49dVXSUlJITAwkD59+rBixYoTXvvGG29w3nnnERUVRVRUFAMGDDjp9SINUbv4cJ6+ojPL/nUxEy/rQPOYELILi3l7yS4GTFnMDW8u57s/DuLUnlAiIiIiVWJ6cProo48YN24cjz76KKtWraJr164MGjSItLS0Sq9ftGgR119/PQsXLmTp0qUkJSUxcOBA9u3bV8uVi9R9EUF2/nZucxaMO58Zf+vNgPZxWCzw87Yj3PbuSvo/t5D/LtrG0ZxCs0sVERERqdNMD05Tpkzh1ltv5aabbqJDhw5MmzaN4OBgpk+fXun177//PnfccQfdunWjXbt2vPnmm7hcLhYsWFDLlYvUH1arhf5tGvPmmF78+M8L+fv5LYkKtrMvI5/n5m2m7zM/MO7jNazZk2F2qSIiIiJ1kqnBqaioiJUrVzJgwABPm9VqZcCAASxdurRK75GXl4fD4SA6OrqmyhTxKUnRwTz4l3YsnXAxz1/dlS5NIygqdvH5qn0Mf/UXLn/lZz5buZcCh9PsUkVERETqDFMXhzhy5AhOp5O4uLhy7XFxcWzatKlK7/HAAw/QpEmTcuGrrMLCQgoLS6chZWVlAeBwOHA4HKdZefU5XkNdqEWqR33pUxtweZc4Lu8Sx9q9mby3LJU56w+ydm8m932ylifnbOCank25vndTEiMb9p5Q9aVPxTvqV9+jPvVN6lffU5f61JsaLG6327Snw/fv309iYiJLliyhb9++nvb777+fxYsXs3z58pPe/8wzz/Dcc8+xaNEiunTpUuk1jz32GJMmTarQPnPmTIKDg8/sGxDxMdkOWJZm4eeDVjKKjL2fLLjpFOXm3Hg3bSPcaEsoERER8RV5eXmMGDGCzMxMwsPDT3qtqcGpqKiI4OBgPv30U4YPH+5pHzNmDBkZGcyePfuE9z7//PM8+eSTfP/99/Tq1euE11U24pSUlMSRI0dO+ZtTGxwOB/Pnz+eSSy7BbrebXY5UA1/o02Kni4Wbj/De8lSW7Ej3tLeICWZE7yT+2r0JYYH183s7Hb7Qp1KR+tX3qE99k/rV99SlPs3KyiImJqZKwcnUqXr+/v707NmTBQsWeILT8YUexo4de8L7nnvuOZ566im+/fbbk4YmgICAAAICAiq02+120zuqrLpWj5y5+tyndjsM6ZrIkK6JbEvL5t2lu/ls1T52HMnjybmbmfL9Nq7onsjovim0jQ8zu9xaU5/7VE5M/ep71Ke+Sf3qe+pCn3rz+aZvgDtu3DjGjBlDr1696N27N1OnTiU3N5ebbroJgNGjR5OYmMjkyZMBePbZZ5k4cSIzZ84kJSWFgwcPAhAaGkpoqDb1FKlurWLDmHR5J/45uB2zVu1lxtLdbE3L4f3lqby/PJU+zaMZ0y+FSzrEYbeZvlCniIiISI0wPThde+21HD58mIkTJ3Lw4EG6devGvHnzPAtGpKamYrWW/jD22muvUVRUxFVXXVXufR599FEee+yx2ixdpEEJDfBjVN8Ubjg7maU7jvLu0t18t+EQy3ems3xnOvHhgYzo04zreicRGxZodrkiIiIi1cr04AQwduzYE07NW7RoUbnjXbt21XxBInJCFouFfi1j6NcyhgOZ+cxcnsoHK1I5mFXAlPlbePmHrfylUwJj+iXTo1kUFq0mISIiIj6gTgQnEamfEiKCuG9gW8Ze1Ip56w/yzpJdrErN4Mu1+/ly7X46JIQzpl8yw7omEuRvM7tcERERkdOmBxJE5IwF+Nm4vFsin99xDl//41yu6dWUAD8rGw5k8cBn6zh78gKemrOB3UdzzS5VRERE5LQoOIlIteqUGMFzV3Vl2YSL+deQdiRFB5GZ7+CNn3ZywfOLuOmtFSzcnIbLZdpOCCIiIiJe01Q9EakRUSH+3Na/JTef24LFW9J4Z8luFm85zMLNxldyo2Bu6JPM1b2aEhnsb3a5IiIiIiel4CQiNcpmtXBRuzguahfHziO5vLdsN5/8tofdR/N4au5GXpi/meHdEhnVN5mOTSLMLldERESkUgpOIlJrmseE8MhlHbhvYBtmr9nPjKW72Xggiw9/3cOHv+6hV3IUo/om85dOCfj7aSaxiIiI1B0KTiJS64L9/bi+dzOuOyuJ33YfY8bS3Xyz7gC/7T7Gb7uP8UToRkb0TmJEn2TiI7QnlIiIiJhPwUlETGOxWDgrJZqzUqJJu7Q9M1ekMnN5KmnZhbz0wzZeXbSdQR3jGN03hT7No7UnlIiIiJhGwUlE6oTY8EDuGdCGOy9sxXd/HOKdpbtYsTOduesOMnfdQdrGhTGqbzJXdE8kJED/6RIREZHapZ8+RKROsdusXNolgUu7JLDpYBYzlu5m1qp9bD6UzcNfrOfZbzZxZc+mjOqbTMvGoWaXKyIiIg2Enr4WkTqrXXw4T1/RmWX/upiJl3WgeUwI2YXFvL1kFxe/sJhR/1vO/A2HcGpPKBEREalhGnESkTovIsjO385tzo39Uvh52xFmLN3Fgk1p/LT1CD9tPUJiZBA3nJ3MtWclER2iPaFERESk+ik4iUi9YbVa6N+mMf3bNGZPeh7vLd/NR7/uYV9GPs/O28SL329haJcmjOmXTJemkWaXKyIiIj5EwUlE6qWk6GAm/KU99w5ow1drjT2h1u3L5LNVe/ls1V66JkUy+uxkLu2SQKDdZna5IiIiUs8pOIlIvRZot3F1rySu6tmUNXsyeHfpbr7+/QBr92Rw354Mnpq7kevOSmLk2ckkRgaZXa6IiIjUUwpOIuITLBYL3ZtF0b1ZFP+6tD0f/bqH95ftZn9mAf9dtJ1pi7czoL2xJ9Q5rRppTygRERHxioKTiPicmNAA7rywFf+vfwu+35jGu8t28cu2o3y34RDfbThEy8YhjDo7mSt7NiUs0G52uSIiIlIPKDiJiM/ys1kZ3CmewZ3i2ZaWzbtLd/Ppyr1sP5zLY19t4N/fbuaKHomM7ptCm7gws8sVERGROkz7OIlIg9AqNoxJl3di+UMDeOLyjrSKDSW3yMl7y1IZ+OKPXP/6Mr5Zd4Bip8vsUkVERKQO0oiTiDQooQF+jOqbwg1nJ7N0x1FmLNnN/I2HWLrjKEt3HCUhIpARvZtxXe9mNA4LMLtcERERqSMUnESkQbJYLPRrGUO/ljHsz8hn5vJUPvw1lQOZBbwwfwsv/bCVIZ0TGN03hc4JIWaXKyIiIiZTcBKRBq9JZBDjB7XlHxe34pt1B3ln6S5Wp2Ywe81+Zq/ZT4eEMDoEWgjcfJiI4ABCA/wIC/QjNMCPkAA/AvysWqVPRETExyk4iYiUCPCzMbx7IsO7J7JubyYzlu7iy7X72XAgmw3Y+HTn6krvs9ssnhB1PFSVe+3vR2hJ0AoNqPx1WICdkAAbfjY9eioiIlIXKTiJiFSic9MI/n11V/41pD0frNjFF8s2ExgaSU6Rk5yCYnILi8ktcgLgcLo5lufgWJ7jjD830G4lNMBOaICtfMAqCVkhAX6EBZSOdhkjX0boKvs6xN8Pq1WjYCIiItVFwUlE5CSiQvy59dzmJGZtZMiQs7HbS/d9crrc5BYZISqnoJjswspf5xSW+frTcW5hMdkFxRQWG6v5FThcFDgKOZJz5rUb4cpWErpKwliAEa6MUTGbEdIC/UrO2SsdFQu0ayqiiIiIgpOIyGmyWS2EB9oJD7RDxJm9V1Gxywhaf/4qKB+wPK9Lzh2/J7ugmNwi41enyw3geY9DFJ7x93mqka/QwJLjsudKpimWfR7M309TEUVEpH5ScBIRqQP8/az4+/kTFeJ/Ru/jdrspLHYZQapsqDr+urKRsEpGxXILi8kpKsbtNkbWMvMdZOaf+VREfz8rYWWeBzvhs19/bvvTdSH+ftg0FVFERGqRgpOIiA+xWCwE2m0E2m1nvA+Vy+Umz+E8ccgqcJBb5CwZCXOQW1j+ddnQlu8wngcrKnZxtLiIo7lFZ/y9BvvbKgSscqNdlSzQEVZmhCzQBiWDcyIiIqek4CQiIpWylpmid6aKnS4jWHlClaMkVFV8bQQzJzkFZV4XOjyhzeE00k5ekZO8Iidp2ac/FdFusfH6rqW0jQ+jTXwYbWLDaBMXRtOoIC2uISIi5Sg4iYhIjfOzWYkIthIRbD/1xadQWHySUbAyUw09z4EVlX8+rOziHQ63hY0Hs9l4MLvcZwTZbbSOC6V1bBht4kKNUBUXRpOIQC2UISLSQCk4iYhIvRLgZyMg1Eaj0DObilhQWMR7s74hsUMvth/JY8uhHLYcymbH4VzyHU5+35vJ73szy90TGuBH67hQ2sSGGb/GhdE2PozYsAAFKhERH6fgJCIiDZLNaqFxEAxoH8tfyiwzX+x0setoHlsPZXvC1JZD2ew8kktOYTGrUzNYnZpR7r3CA/1oE3d8ul+o53XMGYY7ERGpOxScREREyvCzWWkVG0qr2FD+0rm0vajYxa6juWw+mF0uVO06mktWQTG/7T7Gb7uPlXuv6BB/WpcJUsdD1ZmunigiIrVPwUlERKQK/P2sRgCKCyvXXuBwsuNwLlvTstl80AhUW9OySU3PIz23iOU701m+M73cPY3DAmhT8gxV23jjOarWcWHGnmAiIlInKTiJiIicgUC7jQ5NwunQJLxce36Rk21pJVP90rLZUhKq9mXkczi7kMPZhfyy7Wi5e+LDAytM92sdG0pINaxsKCIiZ0b/JRYREakBQf42OjeNoHPTiHLtOYXFbD2UzdaSqX6bS14fzCrwfP245XC5exIjg0pX9ytZMr1VbChB/rba/JZERBo0BScREZFaFBrgR/dmUXRvFlWuPTPfwba0bDYfNALV1pLXR3IK2ZeRz76MfBZuLg1UFgs0iw72LJneNj6M1rFhtGgcQqBdgUpEpLopOImIiNQBEUF2eiZH0zM5ulz7sdyikul+OSXT/YyvY3kOdh/NY/fRPL7feMhzvdUCKTEhJSNTxrNTbePDSGkUgr+ftba/LRERn6HgJCIiUodFhfjTp0Uj+rRo5Glzu90cySkqWd2vfKjKKihmx+FcdhzOZd4fpe/jZ7XQPCakzHQ/I1SlNArGz6ZAJSJyKgpOIiIi9YzFYqFxWACNwwLo1yrG0+52u0nLLixZ3a/kOao049ecwmK2puWwNS2HORzw3ONvs9KicYhnM9/jy6cnRQdjs2pTXxGR4xScREREfITFYiEuPJC48ED6t2nsaXe73ezPLDBGp8osmb71UA75DiebDmaz6WA2rC19r0C7sZ9Vm9iwkul+xvLpiZFBWBWoRKQBUnASERHxcRaLhcTIIBIjg7iwbayn3eVys/dYfoUl07cdzqHA4WL9vizW78sq917B/jZax5Uumd66ZGGK+PBALBYFKhHxXQpOIiIiDZTVaqFZo2CaNQpmQIc4T7vT5SY1PY/NB7ON56jScth6KJvth3PIK3Kydk8Ga/dklHuvsEA/WseWru5nbBYcSuOwAAUqEfEJCk4iIiJSjq1kIYnmMSEM7hTvaXc4Xew+msuWQzlGqEozRqh2Hsklu6CYVakZrErNKPdekcH2kul+ZUNVKI1CA2r5uxIROTMKTiIiIlIldpuVVrFhtIoNY0jnBE97YbGTnUeMQLX1UHZJqMph99FcMvIcrNiVzopd6eXeq1GIv2dU6viS6W1iw4gIttf2tyUiUiUKTiIiInJGAvxstIsPp118eLn2AoeT7YdzSvaeKglVh7LZk57P0dwilu44ytIdR8vdExsWUBKoSkNVm7hQwgIVqETEXApOIiIiUiMC7TY6NomgY5OIcu15RcVsS8thy6Ecz4a+Ww/lsC8jn7TsQtKyC/l525Fy9zSJCPSEqOPBqnVcKMH++lFGRGqH/msjIiIitSrY348uTSPp0jSyXHt2gcPYa6pkhOp4qDqUVcj+zAL2ZxaweMvhcvckRQd5lkxvGRPE/mzYfTSPRmFBhAfZtReViFQbBScRERGpE8IC7fRoFkWPZlHl2jPzHMZy6cc39S0JVEdyitiTns+e9HwWbEorudqPF9f/XOY9/YgIshMZbDd+DfInPMj+pzbj14iS44ggO6EBfloNUETKUXASERGROi0i2M5ZKdGclRJdrj09t8gTorYcX5RifzoO/MgtcgKQXVBMdkExe4/le/WZNqvFE6oqC1rhQXYig/09QSuyTOgKtNuq7XsXkbpDwUlERETqpegQf85u0YizWzQCwOFwMHfuXIYMGQRWG1n5DjLyHWTmO8jMM37NyCsiM7/YeJ1fZFxz/FzJtUXFLpwuN+m5RaTnFnldV4Cf9U9hyr9CuIoMLglfnmN/wgP98LNZq/u3SUSqiYKTiIiI+By7zUqj0IDT2i+qwOEsDVN5RUbwKvP156CVVeY6lxsKi12eRS68FRrgV+koVkSZqYaVnQvT1EKRGqfgJCIiIlJGoN1GfISN+IhAr+5zudzkFBV7RrcqBi1jhKtcW54RvLILiwHIKSwmp7CYfRneTS20WigNUkF2IkqmEUb+aYTL0xZcGsIC7VaFLpEqUHASERERqQZWq4XwQDvhgXaSvLy32Okiq6C40lGujLzyr7NKQtjxtgKHC5cbjuU5OJbn8Lpu/5KphSdaKKNs0Prz8152TS2UBkTBSURERMRkfjYr0SH+RIf4AyFe3VvgcJZ7nqts0MosCWEZfwpex9ucLjdFxS4OZxdy+DSmFob428qMcPmVTif80/NcpSHMGOUKC/TDqqXipZ5RcBIRERGpxwLtNgLtNmLDvZta6Ha7yS1ylh/h+tPzW+WDVpGnLbvAmFqYW+Qkt8jJ/swCrz7bYoHwwEqe5apw7E+ov4UjBeBwurDbvfoYkWql4CQiIiLSAFksFkID/AgN8KNp1KmvL8vpcnsCVdmglVkmhJVdRKPs6oX5DiduN57rUtOr8ol+PL12AQkRgTSLDqZZdDBJx7+igmgWHUx0iL+e1ZIapeAkIiIiIl6xWS1EhfgTFeLv9b2Fxc4yqxFW/ixX2We90nOL2JueS7EL9h7LZ++xfJZsP1rhfUP8bZ4w1ex4oGoUTFKU0ab9teRMKTiJiIiISK0J8LMRG2YjNqxqUwsdDgdfz5nLWeddxIFsB3vS80gt+dqbnk9qeh4HswrILXKy6WA2mw5mV/o+sWEB5UJVUpmRq7jwQGx65kpOQcFJREREROo0qwXiwgNp2iiMs1KiK5wvcDjZl5FfEqZKg9We9Hz2pOeRXVjs2Vtr5e5jFe73t1lJ9ISpIJKiyk8HjAjSw1Wi4CQiIiIi9Vyg3UbLxqG0bBxa4Zzb7S55lqo0TKWm57H3mHG871g+RU4XO4/ksvNIbqXvHxFkJyk6qDRMlQlWiZFB+PtpWfaGQMFJRERERHyWxWIhMtifyGB/ujSNrHC+2OniYFZBual/qel57DmWx570PI7klCx4sc/B+n1ZFe63WiAhIoimUaXBqnS0KojGoQFatMJHKDiJiIiISIPlZ7PSNCqYplHB0LLi+dzCYvYeyy8Zrcrz/LqnZMSqwOFiX0Y++zLyWb6z4hKBgXZrhal/zUpCVVJUMCEB+nG8vlBPiYiIiIicQEiAH23jw2gbH1bhnNvt5khOUWmYKjdalc/+zHwKHC62puWwNS2n0vePCfWnaVRpmCo7HTAhIhA/m6YB1hUKTiIiIiIip8FisdA4LIDGYQH0TK64GVZRsYv9JYtWHB+h2lPmOavMfAdHcoo4klPEmj0ZFe73s1poEhlUbupfszLPWEUG2zUNsBYpOImIiIiI1AB/PyspMSGkxIRUej4z3+EZqSoNVsZKgHtLFq04/sxVZcIC/GhadiXARqWjVU2jgrR3VTVTcBIRERERMUFEkJ2IxAg6JUZUOOdyuTmUXUDq0Tz2lHnG6vh0wLTsQrILi9l4IIuNByouWgEQHx5oPEtVZpTq+KbAsWEBWLV3lVcUnERERERE6hir1UJCRBAJEUH0qeR8gcPpWVL9+NS/sotX5BY5OZhVwMGsAn7dVcneVX5Wz0qAx6f/lZ0OGBaovav+TMFJRERERKSeCbTbaBUbRqvYyhetOJZXdu+q8tMB92cUUFTsYsfhXHYcrnzvqqhgu2cVQM9oVUmwahIZhL0BLlqh4CQiIiIi4kMsFgvRIf5Eh/jTLSmywvlip4sDmQXlRqmMBSyM56vSc4s4lufgWF4mv+/NrHC/1QJNIoPKLLMeVG7/qkYh/j65aIWCk4iIiIhIA+Jns3pGkyqTU1hcfs+q9PLPWRUWu9h7LJ+9x/JZuuNohfuD/W2eqX+VLbPuV08zlYKTiIiIiIh4hAb40T4hnPYJ4RXOuVxujuQUlpkGmF9m76o8DmYVkFfkZPOhbDYfyq70/RuH+hOCja798klpXH+epVJwEhERERGRKrFaLcSGBxIbHkivlOgK5wuLnew7PjpVMvXPWBnQCFrZBcUcziniMBZCA+pXFKlf1YqIiIiISJ0V4GejReNQWjQOrfR8Zp6DHWlZfPnDL0QE1Z/RJlBwEhERERGRWhIRbKdTYjipjdxml+K1hreOoIiIiIiIiJcUnERERERERE5BwUlEREREROQUFJxEREREREROQcFJRERERETkFBScRERERERETkHBSURERERE5BQUnERERERERE5BwUlEREREROQUFJxEREREREROQcFJRERERETkFBScRERERERETkHBSURERERE5BQUnERERERERE5BwUlEREREROQUFJxEREREREROQcFJRERERETkFOpEcHr11VdJSUkhMDCQPn36sGLFipNe/8knn9CuXTsCAwPp3Lkzc+fOraVKRURERESkITI9OH300UeMGzeORx99lFWrVtG1a1cGDRpEWlpapdcvWbKE66+/nptvvpnVq1czfPhwhg8fzvr162u5chERERERaShMD05Tpkzh1ltv5aabbqJDhw5MmzaN4OBgpk+fXun1//nPfxg8eDD//Oc/ad++PU888QQ9evTglVdeqeXKRURERESkofAz88OLiopYuXIlEyZM8LRZrVYGDBjA0qVLK71n6dKljBs3rlzboEGD+OKLLyq9vrCwkMLCQs9xVlYWAA6HA4fDcYbfwZk7XkNdqEWqh/rU96hPfZP61feoT32T+tX31KU+9aYGU4PTkSNHcDqdxMXFlWuPi4tj06ZNld5z8ODBSq8/ePBgpddPnjyZSZMmVWj/4osvCA4OPs3Kq9/s2bPNLkGqmfrU96hPfZP61feoT32T+tX31IU+zcvLA8Dtdp/yWlODU22YMGFCuRGqffv20aFDB2655RYTqxIRERERkboiOzubiIiIk15janCKiYnBZrNx6NChcu2HDh0iPj6+0nvi4+O9uj4gIICAgADPcWhoKHv27CEsLAyLxXKG38GZy8rKIikpiT179hAeHm52OVIN1Ke+R33qm9Svvkd96pvUr76nLvWp2+0mOzubJk2anPJaU4OTv78/PXv2ZMGCBQwfPhwAl8vFggULGDt2bKX39O3blwULFnDPPfd42ubPn0/fvn2r9JlWq5WmTZueaenVLjw83PQ/OFK91Ke+R33qm9Svvkd96pvUr77n/7d350FVlf8fwN9XdgG5YQiSwjXZURQFFVHAla6EyziggLLY4jSgKC4MjCu4YIlK5pBLA6YRWQYxTsAggikjCigmakhKoQZpCiZkonB+f/Tz5g3zsly/J/D9mrkzPGd5zvucM+h8eJ57zn/lnqoaaXpC9Kl6UVFRCAkJgYuLC0aNGoUdO3agqakJYWFhAIDg4GC89tpr2Lx5MwAgMjISnp6eSExMhI+PD9LT01FaWoo9e/aIeRpERERERNSDiV44zZkzB7dv38aaNWtQV1eH4cOHIycnR/EAiJqaGvTq9fdT08eOHYu0tDSsWrUKsbGxsLa2RmZmJoYMGSLWKRARERERUQ8neuEEABEREf86Na+wsLDNMj8/P/j5+b3gVP8bOjo6WLt2rdL3sKh74z3teXhPeybe156H97Rn4n3tebrrPZUI7Xn2HhERERER0Uusl+pNiIiIiIiIXm4snIiIiIiIiFRg4URERERERKQCCyciIiIiIiIVWDiJ5LvvvoOvry/Mzc0hkUiQmZkpdiTqos2bN8PV1RWGhobo168fZs6cicrKSrFjURckJyfDyclJ8YI+Nzc3ZGdnix2L1CghIQESiUTpperU/axbtw4SiUTpY2dnJ3Ys6qKbN29i3rx56Nu3L/T09DB06FCUlpaKHYu6QCaTtfldlUgkCA8PFztau7BwEklTUxOGDRuGXbt2iR2F1OT48eMIDw9HcXEx8vLy8OjRI0ydOhVNTU1iR6NOGjBgABISElBWVobS0lJMnDgRM2bMwMWLF8WORmpQUlKC3bt3w8nJSewopAaOjo6ora1VfE6ePCl2JOqC+vp6uLu7Q0tLC9nZ2bh06RISExPxyiuviB2NuqCkpETp9zQvLw8Aus1rhv4T73F6GcnlcsjlcrFjkBrl5OQotVNTU9GvXz+UlZXBw8NDpFTUFb6+vkrtjRs3Ijk5GcXFxXB0dBQpFalDY2MjgoKCsHfvXmzYsEHsOKQGmpqaMDMzEzsGqcmWLVswcOBApKSkKJYNGjRIxESkDiYmJkrthIQEDB48GJ6eniIl6hiOOBG9IPfu3QMAGBsbi5yE1KGlpQXp6eloamqCm5ub2HGoi8LDw+Hj44PJkyeLHYXUpKqqCubm5nj99dcRFBSEmpoasSNRF2RlZcHFxQV+fn7o168fnJ2dsXfvXrFjkRo1Nzfj4MGDWLBgASQSidhx2oUjTkQvQGtrK5YsWQJ3d3cMGTJE7DjUBRcuXICbmxv+/PNPGBgYICMjAw4ODmLHoi5IT0/H2bNnUVJSInYUUpPRo0cjNTUVtra2qK2txfr16zF+/HhUVFTA0NBQ7HjUCdeuXUNycjKioqIQGxuLkpISLF68GNra2ggJCRE7HqlBZmYmGhoaEBoaKnaUdmPhRPQChIeHo6KignPsewBbW1uUl5fj3r17+OqrrxASEoLjx4+zeOqmrl+/jsjISOTl5UFXV1fsOKQmT099d3JywujRo2FpaYlDhw7hrbfeEjEZdVZraytcXFywadMmAICzszMqKirw8ccfs3DqIT755BPI5XKYm5uLHaXdOFWPSM0iIiJw5MgRFBQUYMCAAWLHoS7S1taGlZUVRo4cic2bN2PYsGFISkoSOxZ1UllZGW7duoURI0ZAU1MTmpqaOH78OD788ENoamqipaVF7IikBlKpFDY2Nvjxxx/FjkKd1L9//zZ/oLK3t+cUzB7i559/xtGjR/H222+LHaVDOOJEpCaCIGDRokXIyMhAYWEhv8TaQ7W2tuLhw4dix6BOmjRpEi5cuKC0LCwsDHZ2doiOjoaGhoZIyUidGhsbcfXqVcyfP1/sKNRJ7u7ubV7pceXKFVhaWoqUiNQpJSUF/fr1g4+Pj9hROoSFk0gaGxuV/hJWXV2N8vJyGBsbw8LCQsRk1Fnh4eFIS0vDN998A0NDQ9TV1QEAjIyMoKenJ3I66oyYmBjI5XJYWFjg/v37SEtLQ2FhIXJzc8WORp1kaGjY5nuH+vr66Nu3L7+P2I0tX74cvr6+sLS0xC+//IK1a9dCQ0MDAQEBYkejTlq6dCnGjh2LTZs2wd/fH2fOnMGePXuwZ88esaNRF7W2tiIlJQUhISHQ1OxepUj3StuDlJaWYsKECYp2VFQUACAkJASpqakipaKuSE5OBgB4eXkpLU9JSelWX3ykv926dQvBwcGora2FkZERnJyckJubiylTpogdjYiecuPGDQQEBODOnTswMTHBuHHjUFxc3ObRx9R9uLq6IiMjAzExMYiLi8OgQYOwY8cOBAUFiR2Nuujo0aOoqanBggULxI7SYRJBEASxQxAREREREf2X8eEQREREREREKrBwIiIiIiIiUoGFExERERERkQosnIiIiIiIiFRg4URERERERKQCCyciIiIiIiIVWDgRERERERGpwMKJiOglJpPJsGPHDrX1FxoaipkzZ6qtPwAoLCyERCJBQ0ODWvslIiLqCBZOREQ9QGhoKCQSCSQSCbS1tWFlZYW4uDg8fvz4ufuVlJTg3XffVVuOpKQkpKamqq0/Uh+JRILMzMwO7fPBBx8gMDAQAJCWloaJEye+gGRERN2DptgBiIhIPd544w2kpKTg4cOH+PbbbxEeHg4tLS3ExMS02ba5uRna2towMTFRawYjIyO19kfiOnXqFCZNmgQAOHHiBNzd3UVOREQkHo44ERH1EDo6OjAzM4OlpSXee+89TJ48GVlZWQD+nkK3ceNGmJubw9bWFkDbqXoSiQT79u3DrFmz0Lt3b1hbWyv6eOLixYt488030adPHxgaGmL8+PG4evWq0nGe8PLyQkREBCIiImBkZIRXX30Vq1evhiAIim0OHDgAFxcXGBoawszMDIGBgbh161aHzr2hoQELFy6EqakpdHV1MWTIEBw5ckSx/vDhw3B0dISOjg5kMhkSExOV9pfJZNiwYQOCg4NhYGAAS0tLZGVl4fbt25gxYwYMDAzg5OSE0tJSxT6pqamQSqXIzMyEtbU1dHV14e3tjevXryv1nZycjMGDB0NbWxu2trY4cOCA0vr2XPOKigrI5XIYGBjA1NQU8+fPx2+//aZ0nRcvXoyVK1fC2NgYZmZmWLdundL5AcCsWbMgkUgUbVVOnTqlKJZOnjzJwomIXmosnIiIeig9PT00Nzcr2vn5+aisrEReXp5SUfFP69evh7+/P77//ntMmzYNQUFBuHv3LgDg5s2b8PDwgI6ODo4dO4aysjIsWLDguVMC9+/fD01NTZw5cwZJSUnYtm0b9u3bp1j/6NEjxMfH4/z588jMzMRPP/2E0NDQdp9na2sr5HI5ioqKcPDgQVy6dAkJCQnQ0NAAAJSVlcHf3x9z587FhQsXsG7dOqxevbrNlMLt27fD3d0d586dg4+PD+bPn4/g4GDMmzcPZ8+exeDBgxEcHKxU9P3xxx/YuHEjPv30UxQVFaGhoQFz585VrM/IyEBkZCSWLVuGiooKLFy4EGFhYSgoKGj3NW9oaMDEiRPh7OyM0tJS5OTk4Ndff4W/v3+b66yvr4/Tp0/j/fffR1xcHPLy8gD8NSUTAFJSUlBbW6toP0tCQgKkUimkUinq6urg6ekJqVSKiooK+Pv7QyqV4uTJk+2+P0REPYZARETdXkhIiDBjxgxBEAShtbVVyMvLE3R0dITly5cr1puamgoPHz5U2s/S0lLYvn27og1AWLVqlaLd2NgoABCys7MFQRCEmJgYYdCgQUJzc7PKHIIgCJ6enoK9vb3Q2tqqWBYdHS3Y29v/67mUlJQIAIT79+8LgiAIBQUFAgChvr7+mdvn5uYKvXr1EiorK5+5PjAwUJgyZYrSshUrVggODg6KtqWlpTBv3jxFu7a2VgAgrF69WrHs1KlTAgChtrZWEARBSElJEQAIxcXFim0uX74sABBOnz4tCIIgjB07VnjnnXeUju3n5ydMmzZN0VZ1zePj44WpU6cq9XH9+nUBgOKcPT09hXHjxilt4+rqKkRHRysdJyMj45nX6Gn19fVCdXW1sHbtWsHb21uorq4Wdu3aJbi6ugrV1dVCdXW18ODBA5X9EBH1NBxxIiLqIY4cOQIDAwPo6upCLpdjzpw5StO1hg4dCm1tbZX9ODk5KX7W19dHnz59FFPnysvLMX78eGhpabU715gxYyCRSBRtNzc3VFVVoaWlBcBfI0K+vr6wsLCAoaEhPD09AQA1NTXt6r+8vBwDBgyAjY3NM9dfvny5zRQzd3d3pQyA8nmbmpoC+Oua/XPZ09MINTU14erqqmjb2dlBKpXi8uXLzz32k/XPOvY/r/n58+dRUFAAAwMDxcfOzg4AFFMk/9kHAPTv37/DUx4BQCqVQiaT4cyZM5g9ezZkMhnOnTuH6dOnQyaTQSaTQVdXt8P9EhF1d3w4BBFRDzFhwgQkJydDW1sb5ubm0NRU/ideX1+/Xf38syiSSCRobW0F8Nf0P3VqamqCt7c3vL298dlnn8HExAQ1NTXw9vZWmmb4POrK9PR5Pyn0nrXsybVQp+dd88bGRvj6+mLLli1t9uvfv3+7+mivEydOQC6XA/hrGmJhYSGWLl2KBw8eQEtLCwkJCYiNjUVsbGyH+iUi6glYOBER9RD6+vqwsrJ6ocdwcnLC/v378ejRo3aPOp0+fVqpXVxcDGtra2hoaOCHH37AnTt3kJCQgIEDBwKA0gMY2pvpxo0buHLlyjNHnezt7VFUVKS0rKioCDY2NorvQXXW48ePUVpailGjRgEAKisr0dDQAHt7e6Vjh4SEKB3bwcGh3ccYMWIEDh8+DJlM1qYY7ggtLS2lEbZncXFxQXl5OcrKyrBy5Urk5+ejpqYG06dPx9mzZ9GrVy8YGxt3OgMRUXfGqXpERNRuERER+P333zF37lyUlpaiqqoKBw4cQGVl5b/uU1NTg6ioKFRWVuLzzz/Hzp07ERkZCQCwsLCAtrY2du7ciWvXriErKwvx8fEdyuTp6QkPDw/Mnj0beXl5qK6uRnZ2NnJycgAAy5YtQ35+PuLj43HlyhXs378fH330EZYvX975C/H/tLS0sGjRIpw+fRplZWUIDQ3FmDFjFIXUihUrkJqaiuTkZFRVVWHbtm34+uuvO3Ts8PBw3L17FwEBASgpKcHVq1eRm5uLsLAwlYXQ02QyGfLz81FXV4f6+vpnbqOnpwcrKytUV1fDy8sLVlZWuHHjBtzd3WFjYwMrKysWTkT00mLhRERE7da3b18cO3YMjY2N8PT0xMiRI7F3797njj4FBwfjwYMHGDVqFMLDwxEZGal46a6JiQlSU1Px5ZdfwsHBAQkJCdi6dWuHcx0+fBiurq4ICAiAg4MDVq5cqSgqRowYgUOHDiE9PR1DhgzBmjVrEBcX16En9/2b3r17Izo6GoGBgXB3d4eBgQG++OILxfqZM2ciKSkJW7duhaOjI3bv3o2UlBR4eXm1+xjm5uYoKipCS0sLpk6diqFDh2LJkiWQSqXo1av9/40nJiYiLy8PAwcOhLOz83O3LSwshIeHBwDg+PHjip+JiF5mEkF46rmqREREauTl5YXhw4crvSuqp0hNTcWSJUvQ0NAgdhQiIvof4IgTERERERGRCiyciIiIiIiIVOBUPSIiIiIiIhU44kRERERERKQCCyciIiIiIiIVWDgRERERERGpwMKJiIiIiIhIBRZOREREREREKrBwIiIiIiIiUoGFExERERERkQosnIiIiIiIiFRg4URERERERKTC/wH+j/s62RXxrwAAAABJRU5ErkJggg==",
-      "text/plain": [
-       "<Figure size 1000x700 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## UMAP<a id='8799a6e2-3297-40ab-842b-c313791a97f5'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "marker": {
-          "opacity": 0.8
-         },
-         "mode": "markers",
-         "name": "0",
-         "text": [
-          "PassengerId: 1</br>Survived: 0</br>Pclass: 3</br>Name: Braund, Mr. Owen Harris</br>Sex: male</br>Age: 22.0</br>SibSp: 1</br>Parch: 0</br>Ticket: A/5 21171</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 5</br>Survived: 0</br>Pclass: 3</br>Name: Allen, Mr. William Henry</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 373450</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 7</br>Survived: 0</br>Pclass: 1</br>Name: McCarthy, Mr. Timothy J</br>Sex: male</br>Age: 54.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 17463</br>Fare: 51.8625</br>Cabin: E46</br>Embarked: S",
-          "PassengerId: 8</br>Survived: 0</br>Pclass: 3</br>Name: Palsson, Master. Gosta Leonard</br>Sex: male</br>Age: 2.0</br>SibSp: 3</br>Parch: 1</br>Ticket: 349909</br>Fare: 21.075</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 13</br>Survived: 0</br>Pclass: 3</br>Name: Saundercock, Mr. William Henry</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5. 2151</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 14</br>Survived: 0</br>Pclass: 3</br>Name: Andersson, Mr. Anders Johan</br>Sex: male</br>Age: 39.0</br>SibSp: 1</br>Parch: 5</br>Ticket: 347082</br>Fare: 31.275</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 15</br>Survived: 0</br>Pclass: 3</br>Name: Vestrom, Miss. Hulda Amanda Adolfina</br>Sex: female</br>Age: 14.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350406</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 17</br>Survived: 0</br>Pclass: 3</br>Name: Rice, Master. Eugene</br>Sex: male</br>Age: 2.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 382652</br>Fare: 29.125</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 19</br>Survived: 0</br>Pclass: 3</br>Name: Vander Planke, Mrs. Julius (Emelia Maria Vandemoortele)</br>Sex: female</br>Age: 31.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 345763</br>Fare: 18.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 21</br>Survived: 0</br>Pclass: 2</br>Name: Fynney, Mr. Joseph J</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 239865</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 25</br>Survived: 0</br>Pclass: 3</br>Name: Palsson, Miss. Torborg Danira</br>Sex: female</br>Age: 8.0</br>SibSp: 3</br>Parch: 1</br>Ticket: 349909</br>Fare: 21.075</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 28</br>Survived: 0</br>Pclass: 1</br>Name: Fortune, Mr. Charles Alexander</br>Sex: male</br>Age: 19.0</br>SibSp: 3</br>Parch: 2</br>Ticket: 19950</br>Fare: 263.0</br>Cabin: C23 C25 C27</br>Embarked: S",
-          "PassengerId: 31</br>Survived: 0</br>Pclass: 1</br>Name: Uruchurtu, Don. Manuel E</br>Sex: male</br>Age: 40.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17601</br>Fare: 27.7208</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 34</br>Survived: 0</br>Pclass: 2</br>Name: Wheadon, Mr. Edward H</br>Sex: male</br>Age: 66.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 24579</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 35</br>Survived: 0</br>Pclass: 1</br>Name: Meyer, Mr. Edgar Joseph</br>Sex: male</br>Age: 28.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17604</br>Fare: 82.1708</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 36</br>Survived: 0</br>Pclass: 1</br>Name: Holverson, Mr. Alexander Oskar</br>Sex: male</br>Age: 42.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113789</br>Fare: 52.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 38</br>Survived: 0</br>Pclass: 3</br>Name: Cann, Mr. Ernest Charles</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A./5. 2152</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 39</br>Survived: 0</br>Pclass: 3</br>Name: Vander Planke, Miss. Augusta Maria</br>Sex: female</br>Age: 18.0</br>SibSp: 2</br>Parch: 0</br>Ticket: 345764</br>Fare: 18.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 41</br>Survived: 0</br>Pclass: 3</br>Name: Ahlin, Mrs. Johan (Johanna Persdotter Larsson)</br>Sex: female</br>Age: 40.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 7546</br>Fare: 9.475</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 42</br>Survived: 0</br>Pclass: 2</br>Name: Turpin, Mrs. William John Robert (Dorothy Ann Wonnacott)</br>Sex: female</br>Age: 27.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 11668</br>Fare: 21.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 50</br>Survived: 0</br>Pclass: 3</br>Name: Arnold-Franchi, Mrs. Josef (Josefine Franchi)</br>Sex: female</br>Age: 18.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 349237</br>Fare: 17.8</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 51</br>Survived: 0</br>Pclass: 3</br>Name: Panula, Master. Juha Niilo</br>Sex: male</br>Age: 7.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 3101295</br>Fare: 39.6875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 52</br>Survived: 0</br>Pclass: 3</br>Name: Nosworthy, Mr. Richard Cater</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/4. 39886</br>Fare: 7.8</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 55</br>Survived: 0</br>Pclass: 1</br>Name: Ostby, Mr. Engelhart Cornelius</br>Sex: male</br>Age: 65.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 113509</br>Fare: 61.9792</br>Cabin: B30</br>Embarked: C",
-          "PassengerId: 58</br>Survived: 0</br>Pclass: 3</br>Name: Novel, Mr. Mansouer</br>Sex: male</br>Age: 28.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 2697</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 60</br>Survived: 0</br>Pclass: 3</br>Name: Goodwin, Master. William Frederick</br>Sex: male</br>Age: 11.0</br>SibSp: 5</br>Parch: 2</br>Ticket: CA 2144</br>Fare: 46.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 61</br>Survived: 0</br>Pclass: 3</br>Name: Sirayanian, Mr. Orsen</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2669</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 63</br>Survived: 0</br>Pclass: 1</br>Name: Harris, Mr. Henry Birkhardt</br>Sex: male</br>Age: 45.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 36973</br>Fare: 83.475</br>Cabin: C83</br>Embarked: S",
-          "PassengerId: 64</br>Survived: 0</br>Pclass: 3</br>Name: Skoog, Master. Harald</br>Sex: male</br>Age: 4.0</br>SibSp: 3</br>Parch: 2</br>Ticket: 347088</br>Fare: 27.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 68</br>Survived: 0</br>Pclass: 3</br>Name: Crease, Mr. Ernest James</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: S.P. 3464</br>Fare: 8.1583</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 70</br>Survived: 0</br>Pclass: 3</br>Name: Kink, Mr. Vincenz</br>Sex: male</br>Age: 26.0</br>SibSp: 2</br>Parch: 0</br>Ticket: 315151</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 71</br>Survived: 0</br>Pclass: 2</br>Name: Jenkin, Mr. Stephen Curnow</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 33111</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 72</br>Survived: 0</br>Pclass: 3</br>Name: Goodwin, Miss. Lillian Amy</br>Sex: female</br>Age: 16.0</br>SibSp: 5</br>Parch: 2</br>Ticket: CA 2144</br>Fare: 46.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 73</br>Survived: 0</br>Pclass: 2</br>Name: Hood, Mr. Ambrose Jr</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: S.O.C. 14879</br>Fare: 73.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 74</br>Survived: 0</br>Pclass: 3</br>Name: Chronopoulos, Mr. Apostolos</br>Sex: male</br>Age: 26.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2680</br>Fare: 14.4542</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 76</br>Survived: 0</br>Pclass: 3</br>Name: Moen, Mr. Sigurd Hansen</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 348123</br>Fare: 7.65</br>Cabin: F G73</br>Embarked: S",
-          "PassengerId: 81</br>Survived: 0</br>Pclass: 3</br>Name: Waelens, Mr. Achille</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345767</br>Fare: 9.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 84</br>Survived: 0</br>Pclass: 1</br>Name: Carrau, Mr. Francisco M</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113059</br>Fare: 47.1</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 87</br>Survived: 0</br>Pclass: 3</br>Name: Ford, Mr. William Neal</br>Sex: male</br>Age: 16.0</br>SibSp: 1</br>Parch: 3</br>Ticket: W./C. 6608</br>Fare: 34.375</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 90</br>Survived: 0</br>Pclass: 3</br>Name: Celotti, Mr. Francesco</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 343275</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 91</br>Survived: 0</br>Pclass: 3</br>Name: Christmann, Mr. Emil</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 343276</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 92</br>Survived: 0</br>Pclass: 3</br>Name: Andreasson, Mr. Paul Edvin</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347466</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 93</br>Survived: 0</br>Pclass: 1</br>Name: Chaffee, Mr. Herbert Fuller</br>Sex: male</br>Age: 46.0</br>SibSp: 1</br>Parch: 0</br>Ticket: W.E.P. 5734</br>Fare: 61.175</br>Cabin: E31</br>Embarked: S",
-          "PassengerId: 94</br>Survived: 0</br>Pclass: 3</br>Name: Dean, Mr. Bertram Frank</br>Sex: male</br>Age: 26.0</br>SibSp: 1</br>Parch: 2</br>Ticket: C.A. 2315</br>Fare: 20.575</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 95</br>Survived: 0</br>Pclass: 3</br>Name: Coxon, Mr. Daniel</br>Sex: male</br>Age: 59.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 364500</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 97</br>Survived: 0</br>Pclass: 1</br>Name: Goldschmidt, Mr. George B</br>Sex: male</br>Age: 71.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17754</br>Fare: 34.6542</br>Cabin: A5</br>Embarked: C",
-          "PassengerId: 100</br>Survived: 0</br>Pclass: 2</br>Name: Kantor, Mr. Sinai</br>Sex: male</br>Age: 34.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 244367</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 101</br>Survived: 0</br>Pclass: 3</br>Name: Petranec, Miss. Matilda</br>Sex: female</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349245</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 103</br>Survived: 0</br>Pclass: 1</br>Name: White, Mr. Richard Frasar</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 35281</br>Fare: 77.2875</br>Cabin: D26</br>Embarked: S",
-          "PassengerId: 104</br>Survived: 0</br>Pclass: 3</br>Name: Johansson, Mr. Gustaf Joel</br>Sex: male</br>Age: 33.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 7540</br>Fare: 8.6542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 105</br>Survived: 0</br>Pclass: 3</br>Name: Gustafsson, Mr. Anders Vilhelm</br>Sex: male</br>Age: 37.0</br>SibSp: 2</br>Parch: 0</br>Ticket: 3101276</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 106</br>Survived: 0</br>Pclass: 3</br>Name: Mionoff, Mr. Stoytcho</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349207</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 109</br>Survived: 0</br>Pclass: 3</br>Name: Rekic, Mr. Tido</br>Sex: male</br>Age: 38.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349249</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 111</br>Survived: 0</br>Pclass: 1</br>Name: Porter, Mr. Walter Chamberlain</br>Sex: male</br>Age: 47.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 110465</br>Fare: 52.0</br>Cabin: C110</br>Embarked: S",
-          "PassengerId: 112</br>Survived: 0</br>Pclass: 3</br>Name: Zabour, Miss. Hileni</br>Sex: female</br>Age: 14.5</br>SibSp: 1</br>Parch: 0</br>Ticket: 2665</br>Fare: 14.4542</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 113</br>Survived: 0</br>Pclass: 3</br>Name: Barton, Mr. David John</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 324669</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 114</br>Survived: 0</br>Pclass: 3</br>Name: Jussila, Miss. Katriina</br>Sex: female</br>Age: 20.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 4136</br>Fare: 9.825</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 115</br>Survived: 0</br>Pclass: 3</br>Name: Attalah, Miss. Malake</br>Sex: female</br>Age: 17.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2627</br>Fare: 14.4583</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 116</br>Survived: 0</br>Pclass: 3</br>Name: Pekoniemi, Mr. Edvard</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101294</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 117</br>Survived: 0</br>Pclass: 3</br>Name: Connors, Mr. Patrick</br>Sex: male</br>Age: 70.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 370369</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 118</br>Survived: 0</br>Pclass: 2</br>Name: Turpin, Mr. William John Robert</br>Sex: male</br>Age: 29.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 11668</br>Fare: 21.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 119</br>Survived: 0</br>Pclass: 1</br>Name: Baxter, Mr. Quigg Edmond</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17558</br>Fare: 247.5208</br>Cabin: B58 B60</br>Embarked: C",
-          "PassengerId: 120</br>Survived: 0</br>Pclass: 3</br>Name: Andersson, Miss. Ellis Anna Maria</br>Sex: female</br>Age: 2.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 347082</br>Fare: 31.275</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 121</br>Survived: 0</br>Pclass: 2</br>Name: Hickman, Mr. Stanley George</br>Sex: male</br>Age: 21.0</br>SibSp: 2</br>Parch: 0</br>Ticket: S.O.C. 14879</br>Fare: 73.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 123</br>Survived: 0</br>Pclass: 2</br>Name: Nasser, Mr. Nicholas</br>Sex: male</br>Age: 32.5</br>SibSp: 1</br>Parch: 0</br>Ticket: 237736</br>Fare: 30.0708</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 125</br>Survived: 0</br>Pclass: 1</br>Name: White, Mr. Percival Wayland</br>Sex: male</br>Age: 54.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 35281</br>Fare: 77.2875</br>Cabin: D26</br>Embarked: S",
-          "PassengerId: 130</br>Survived: 0</br>Pclass: 3</br>Name: Ekstrom, Mr. Johan</br>Sex: male</br>Age: 45.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347061</br>Fare: 6.975</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 131</br>Survived: 0</br>Pclass: 3</br>Name: Drazenoic, Mr. Jozef</br>Sex: male</br>Age: 33.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349241</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 132</br>Survived: 0</br>Pclass: 3</br>Name: Coelho, Mr. Domingos Fernandeo</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O.Q. 3101307</br>Fare: 7.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 133</br>Survived: 0</br>Pclass: 3</br>Name: Robins, Mrs. Alexander A (Grace Charity Laury)</br>Sex: female</br>Age: 47.0</br>SibSp: 1</br>Parch: 0</br>Ticket: A/5. 3337</br>Fare: 14.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 135</br>Survived: 0</br>Pclass: 2</br>Name: Sobey, Mr. Samuel James Hayden</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 29178</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 136</br>Survived: 0</br>Pclass: 2</br>Name: Richard, Mr. Emile</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SC/PARIS 2133</br>Fare: 15.0458</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 138</br>Survived: 0</br>Pclass: 1</br>Name: Futrelle, Mr. Jacques Heath</br>Sex: male</br>Age: 37.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113803</br>Fare: 53.1</br>Cabin: C123</br>Embarked: S",
-          "PassengerId: 139</br>Survived: 0</br>Pclass: 3</br>Name: Osen, Mr. Olaf Elon</br>Sex: male</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 7534</br>Fare: 9.2167</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 140</br>Survived: 0</br>Pclass: 1</br>Name: Giglio, Mr. Victor</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17593</br>Fare: 79.2</br>Cabin: B86</br>Embarked: C",
-          "PassengerId: 144</br>Survived: 0</br>Pclass: 3</br>Name: Burke, Mr. Jeremiah</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 365222</br>Fare: 6.75</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 145</br>Survived: 0</br>Pclass: 2</br>Name: Andrew, Mr. Edgardo Samuel</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 231945</br>Fare: 11.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 146</br>Survived: 0</br>Pclass: 2</br>Name: Nicholls, Mr. Joseph Charles</br>Sex: male</br>Age: 19.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 33112</br>Fare: 36.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 148</br>Survived: 0</br>Pclass: 3</br>Name: Ford, Miss. Robina Maggie \"Ruby\"</br>Sex: female</br>Age: 9.0</br>SibSp: 2</br>Parch: 2</br>Ticket: W./C. 6608</br>Fare: 34.375</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 149</br>Survived: 0</br>Pclass: 2</br>Name: Navratil, Mr. Michel (\"Louis M Hoffman\")</br>Sex: male</br>Age: 36.5</br>SibSp: 0</br>Parch: 2</br>Ticket: 230080</br>Fare: 26.0</br>Cabin: F2</br>Embarked: S",
-          "PassengerId: 150</br>Survived: 0</br>Pclass: 2</br>Name: Byles, Rev. Thomas Roussel Davids</br>Sex: male</br>Age: 42.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 244310</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 151</br>Survived: 0</br>Pclass: 2</br>Name: Bateman, Rev. Robert James</br>Sex: male</br>Age: 51.0</br>SibSp: 0</br>Parch: 0</br>Ticket: S.O.P. 1166</br>Fare: 12.525</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 153</br>Survived: 0</br>Pclass: 3</br>Name: Meo, Mr. Alfonzo</br>Sex: male</br>Age: 55.5</br>SibSp: 0</br>Parch: 0</br>Ticket: A.5. 11206</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 154</br>Survived: 0</br>Pclass: 3</br>Name: van Billiard, Mr. Austin Blyler</br>Sex: male</br>Age: 40.5</br>SibSp: 0</br>Parch: 2</br>Ticket: A/5. 851</br>Fare: 14.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 156</br>Survived: 0</br>Pclass: 1</br>Name: Williams, Mr. Charles Duane</br>Sex: male</br>Age: 51.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17597</br>Fare: 61.3792</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 158</br>Survived: 0</br>Pclass: 3</br>Name: Corn, Mr. Harry</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/OQ 392090</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 161</br>Survived: 0</br>Pclass: 3</br>Name: Cribb, Mr. John Hatfield</br>Sex: male</br>Age: 44.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 371362</br>Fare: 16.1</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 163</br>Survived: 0</br>Pclass: 3</br>Name: Bengtsson, Mr. John Viktor</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347068</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 164</br>Survived: 0</br>Pclass: 3</br>Name: Calic, Mr. Jovo</br>Sex: male</br>Age: 17.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315093</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 165</br>Survived: 0</br>Pclass: 3</br>Name: Panula, Master. Eino Viljami</br>Sex: male</br>Age: 1.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 3101295</br>Fare: 39.6875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 168</br>Survived: 0</br>Pclass: 3</br>Name: Skoog, Mrs. William (Anna Bernhardina Karlsson)</br>Sex: female</br>Age: 45.0</br>SibSp: 1</br>Parch: 4</br>Ticket: 347088</br>Fare: 27.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 170</br>Survived: 0</br>Pclass: 3</br>Name: Ling, Mr. Lee</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 1601</br>Fare: 56.4958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 171</br>Survived: 0</br>Pclass: 1</br>Name: Van der hoef, Mr. Wyckoff</br>Sex: male</br>Age: 61.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 111240</br>Fare: 33.5</br>Cabin: B19</br>Embarked: S",
-          "PassengerId: 172</br>Survived: 0</br>Pclass: 3</br>Name: Rice, Master. Arthur</br>Sex: male</br>Age: 4.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 382652</br>Fare: 29.125</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 174</br>Survived: 0</br>Pclass: 3</br>Name: Sivola, Mr. Antti Wilhelm</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101280</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 175</br>Survived: 0</br>Pclass: 1</br>Name: Smith, Mr. James Clinch</br>Sex: male</br>Age: 56.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 17764</br>Fare: 30.6958</br>Cabin: A7</br>Embarked: C",
-          "PassengerId: 176</br>Survived: 0</br>Pclass: 3</br>Name: Klasen, Mr. Klas Albin</br>Sex: male</br>Age: 18.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 350404</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 178</br>Survived: 0</br>Pclass: 1</br>Name: Isham, Miss. Ann Elizabeth</br>Sex: female</br>Age: 50.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17595</br>Fare: 28.7125</br>Cabin: C49</br>Embarked: C",
-          "PassengerId: 179</br>Survived: 0</br>Pclass: 2</br>Name: Hale, Mr. Reginald</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250653</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 180</br>Survived: 0</br>Pclass: 3</br>Name: Leonard, Mr. Lionel</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: LINE</br>Fare: 0.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 183</br>Survived: 0</br>Pclass: 3</br>Name: Asplund, Master. Clarence Gustaf Hugo</br>Sex: male</br>Age: 9.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 347077</br>Fare: 31.3875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 189</br>Survived: 0</br>Pclass: 3</br>Name: Bourke, Mr. John</br>Sex: male</br>Age: 40.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 364849</br>Fare: 15.5</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 190</br>Survived: 0</br>Pclass: 3</br>Name: Turcin, Mr. Stjepan</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349247</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 192</br>Survived: 0</br>Pclass: 2</br>Name: Carbines, Mr. William</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28424</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 198</br>Survived: 0</br>Pclass: 3</br>Name: Olsen, Mr. Karl Siegwart Andreas</br>Sex: male</br>Age: 42.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 4579</br>Fare: 8.4042</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 200</br>Survived: 0</br>Pclass: 2</br>Name: Yrois, Miss. Henriette (\"Mrs Harbeck\")</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 248747</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 201</br>Survived: 0</br>Pclass: 3</br>Name: Vande Walle, Mr. Nestor Cyriel</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345770</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 203</br>Survived: 0</br>Pclass: 3</br>Name: Johanson, Mr. Jakob Alfred</br>Sex: male</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 3101264</br>Fare: 6.4958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 204</br>Survived: 0</br>Pclass: 3</br>Name: Youseff, Mr. Gerious</br>Sex: male</br>Age: 45.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 2628</br>Fare: 7.225</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 206</br>Survived: 0</br>Pclass: 3</br>Name: Strom, Miss. Telma Matilda</br>Sex: female</br>Age: 2.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 347054</br>Fare: 10.4625</br>Cabin: G6</br>Embarked: S",
-          "PassengerId: 207</br>Survived: 0</br>Pclass: 3</br>Name: Backstrom, Mr. Karl Alfred</br>Sex: male</br>Age: 32.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 3101278</br>Fare: 15.85</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 211</br>Survived: 0</br>Pclass: 3</br>Name: Ali, Mr. Ahmed</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O.Q. 3101311</br>Fare: 7.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 213</br>Survived: 0</br>Pclass: 3</br>Name: Perkin, Mr. John Henry</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5 21174</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 214</br>Survived: 0</br>Pclass: 2</br>Name: Givard, Mr. Hans Kristensen</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250646</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 218</br>Survived: 0</br>Pclass: 2</br>Name: Jacobsohn, Mr. Sidney Samuel</br>Sex: male</br>Age: 42.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 243847</br>Fare: 27.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 220</br>Survived: 0</br>Pclass: 2</br>Name: Harris, Mr. Walter</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: W/C 14208</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 222</br>Survived: 0</br>Pclass: 2</br>Name: Bracken, Mr. James H</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 220367</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 223</br>Survived: 0</br>Pclass: 3</br>Name: Green, Mr. George Henry</br>Sex: male</br>Age: 51.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 21440</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 226</br>Survived: 0</br>Pclass: 3</br>Name: Berglund, Mr. Karl Ivar Sven</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PP 4348</br>Fare: 9.35</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 228</br>Survived: 0</br>Pclass: 3</br>Name: Lovell, Mr. John Hall (\"Henry\")</br>Sex: male</br>Age: 20.5</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5 21173</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 229</br>Survived: 0</br>Pclass: 2</br>Name: Fahlstrom, Mr. Arne Jonas</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 236171</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 232</br>Survived: 0</br>Pclass: 3</br>Name: Larsson, Mr. Bengt Edvin</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347067</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 233</br>Survived: 0</br>Pclass: 2</br>Name: Sjostedt, Mr. Ernst Adolf</br>Sex: male</br>Age: 59.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 237442</br>Fare: 13.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 235</br>Survived: 0</br>Pclass: 2</br>Name: Leyson, Mr. Robert William Norman</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 29566</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 237</br>Survived: 0</br>Pclass: 2</br>Name: Hold, Mr. Stephen</br>Sex: male</br>Age: 44.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 26707</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 239</br>Survived: 0</br>Pclass: 2</br>Name: Pengelly, Mr. Frederick William</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28665</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 240</br>Survived: 0</br>Pclass: 2</br>Name: Hunt, Mr. George Henry</br>Sex: male</br>Age: 33.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SCO/W 1585</br>Fare: 12.275</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 243</br>Survived: 0</br>Pclass: 2</br>Name: Coleridge, Mr. Reginald Charles</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: W./C. 14263</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 244</br>Survived: 0</br>Pclass: 3</br>Name: Maenpaa, Mr. Matti Alexanteri</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101275</br>Fare: 7.125</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 245</br>Survived: 0</br>Pclass: 3</br>Name: Attalah, Mr. Sleiman</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2694</br>Fare: 7.225</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 246</br>Survived: 0</br>Pclass: 1</br>Name: Minahan, Dr. William Edward</br>Sex: male</br>Age: 44.0</br>SibSp: 2</br>Parch: 0</br>Ticket: 19928</br>Fare: 90.0</br>Cabin: C78</br>Embarked: Q",
-          "PassengerId: 247</br>Survived: 0</br>Pclass: 3</br>Name: Lindahl, Miss. Agda Thorilda Viktoria</br>Sex: female</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347071</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 250</br>Survived: 0</br>Pclass: 2</br>Name: Carter, Rev. Ernest Courtenay</br>Sex: male</br>Age: 54.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 244252</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 252</br>Survived: 0</br>Pclass: 3</br>Name: Strom, Mrs. Wilhelm (Elna Matilda Persson)</br>Sex: female</br>Age: 29.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 347054</br>Fare: 10.4625</br>Cabin: G6</br>Embarked: S",
-          "PassengerId: 253</br>Survived: 0</br>Pclass: 1</br>Name: Stead, Mr. William Thomas</br>Sex: male</br>Age: 62.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113514</br>Fare: 26.55</br>Cabin: C87</br>Embarked: S",
-          "PassengerId: 254</br>Survived: 0</br>Pclass: 3</br>Name: Lobb, Mr. William Arthur</br>Sex: male</br>Age: 30.0</br>SibSp: 1</br>Parch: 0</br>Ticket: A/5. 3336</br>Fare: 16.1</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 255</br>Survived: 0</br>Pclass: 3</br>Name: Rosblom, Mrs. Viktor (Helena Wilhelmina)</br>Sex: female</br>Age: 41.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 370129</br>Fare: 20.2125</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 263</br>Survived: 0</br>Pclass: 1</br>Name: Taussig, Mr. Emil</br>Sex: male</br>Age: 52.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 110413</br>Fare: 79.65</br>Cabin: E67</br>Embarked: S",
-          "PassengerId: 264</br>Survived: 0</br>Pclass: 1</br>Name: Harrison, Mr. William</br>Sex: male</br>Age: 40.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 112059</br>Fare: 0.0</br>Cabin: B94</br>Embarked: S",
-          "PassengerId: 266</br>Survived: 0</br>Pclass: 2</br>Name: Reeves, Mr. David</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 17248</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 267</br>Survived: 0</br>Pclass: 3</br>Name: Panula, Mr. Ernesti Arvid</br>Sex: male</br>Age: 16.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 3101295</br>Fare: 39.6875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 274</br>Survived: 0</br>Pclass: 1</br>Name: Natsch, Mr. Charles H</br>Sex: male</br>Age: 37.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17596</br>Fare: 29.7</br>Cabin: C118</br>Embarked: C",
-          "PassengerId: 277</br>Survived: 0</br>Pclass: 3</br>Name: Lindblom, Miss. Augusta Charlotta</br>Sex: female</br>Age: 45.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347073</br>Fare: 7.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 279</br>Survived: 0</br>Pclass: 3</br>Name: Rice, Master. Eric</br>Sex: male</br>Age: 7.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 382652</br>Fare: 29.125</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 281</br>Survived: 0</br>Pclass: 3</br>Name: Duane, Mr. Frank</br>Sex: male</br>Age: 65.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 336439</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 282</br>Survived: 0</br>Pclass: 3</br>Name: Olsson, Mr. Nils Johan Goransson</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347464</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 283</br>Survived: 0</br>Pclass: 3</br>Name: de Pelsmaeker, Mr. Alfons</br>Sex: male</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345778</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 286</br>Survived: 0</br>Pclass: 3</br>Name: Stankovic, Mr. Ivan</br>Sex: male</br>Age: 33.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349239</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 288</br>Survived: 0</br>Pclass: 3</br>Name: Naidenoff, Mr. Penko</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349206</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 293</br>Survived: 0</br>Pclass: 2</br>Name: Levy, Mr. Rene Jacques</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SC/Paris 2163</br>Fare: 12.875</br>Cabin: D</br>Embarked: C",
-          "PassengerId: 294</br>Survived: 0</br>Pclass: 3</br>Name: Haas, Miss. Aloisia</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349236</br>Fare: 8.85</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 295</br>Survived: 0</br>Pclass: 3</br>Name: Mineff, Mr. Ivan</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349233</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 297</br>Survived: 0</br>Pclass: 3</br>Name: Hanna, Mr. Mansour</br>Sex: male</br>Age: 23.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 2693</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 298</br>Survived: 0</br>Pclass: 1</br>Name: Allison, Miss. Helen Loraine</br>Sex: female</br>Age: 2.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 113781</br>Fare: 151.55</br>Cabin: C22 C26</br>Embarked: S",
-          "PassengerId: 303</br>Survived: 0</br>Pclass: 3</br>Name: Johnson, Mr. William Cahoone Jr</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: LINE</br>Fare: 0.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 309</br>Survived: 0</br>Pclass: 2</br>Name: Abelson, Mr. Samuel</br>Sex: male</br>Age: 30.0</br>SibSp: 1</br>Parch: 0</br>Ticket: P/PP 3381</br>Fare: 24.0</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 313</br>Survived: 0</br>Pclass: 2</br>Name: Lahtinen, Mrs. William (Anna Sylfven)</br>Sex: female</br>Age: 26.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 250651</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 314</br>Survived: 0</br>Pclass: 3</br>Name: Hendekovic, Mr. Ignjac</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349243</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 315</br>Survived: 0</br>Pclass: 2</br>Name: Hart, Mr. Benjamin</br>Sex: male</br>Age: 43.0</br>SibSp: 1</br>Parch: 1</br>Ticket: F.C.C. 13529</br>Fare: 26.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 318</br>Survived: 0</br>Pclass: 2</br>Name: Moraweck, Dr. Ernest</br>Sex: male</br>Age: 54.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 29011</br>Fare: 14.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 321</br>Survived: 0</br>Pclass: 3</br>Name: Dennis, Mr. Samuel</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5 21172</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 322</br>Survived: 0</br>Pclass: 3</br>Name: Danoff, Mr. Yoto</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349219</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 327</br>Survived: 0</br>Pclass: 3</br>Name: Nysveen, Mr. Johan Hansen</br>Sex: male</br>Age: 61.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345364</br>Fare: 6.2375</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 332</br>Survived: 0</br>Pclass: 1</br>Name: Partner, Mr. Austen</br>Sex: male</br>Age: 45.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 113043</br>Fare: 28.5</br>Cabin: C124</br>Embarked: S",
-          "PassengerId: 333</br>Survived: 0</br>Pclass: 1</br>Name: Graham, Mr. George Edward</br>Sex: male</br>Age: 38.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17582</br>Fare: 153.4625</br>Cabin: C91</br>Embarked: S",
-          "PassengerId: 334</br>Survived: 0</br>Pclass: 3</br>Name: Vander Planke, Mr. Leo Edmondus</br>Sex: male</br>Age: 16.0</br>SibSp: 2</br>Parch: 0</br>Ticket: 345764</br>Fare: 18.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 337</br>Survived: 0</br>Pclass: 1</br>Name: Pears, Mr. Thomas Clinton</br>Sex: male</br>Age: 29.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113776</br>Fare: 66.6</br>Cabin: C2</br>Embarked: S",
-          "PassengerId: 340</br>Survived: 0</br>Pclass: 1</br>Name: Blackwell, Mr. Stephen Weart</br>Sex: male</br>Age: 45.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113784</br>Fare: 35.5</br>Cabin: T</br>Embarked: S",
-          "PassengerId: 343</br>Survived: 0</br>Pclass: 2</br>Name: Collander, Mr. Erik Gustaf</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 248740</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 344</br>Survived: 0</br>Pclass: 2</br>Name: Sedgwick, Mr. Charles Frederick Waddington</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 244361</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 345</br>Survived: 0</br>Pclass: 2</br>Name: Fox, Mr. Stanley Hubert</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 229236</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 350</br>Survived: 0</br>Pclass: 3</br>Name: Dimic, Mr. Jovan</br>Sex: male</br>Age: 42.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315088</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 351</br>Survived: 0</br>Pclass: 3</br>Name: Odahl, Mr. Nils Martin</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 7267</br>Fare: 9.225</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 353</br>Survived: 0</br>Pclass: 3</br>Name: Elias, Mr. Tannous</br>Sex: male</br>Age: 15.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 2695</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 354</br>Survived: 0</br>Pclass: 3</br>Name: Arnold-Franchi, Mr. Josef</br>Sex: male</br>Age: 25.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 349237</br>Fare: 17.8</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 356</br>Survived: 0</br>Pclass: 3</br>Name: Vanden Steen, Mr. Leo Peter</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345783</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 358</br>Survived: 0</br>Pclass: 2</br>Name: Funk, Miss. Annie Clemmer</br>Sex: female</br>Age: 38.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 237671</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 361</br>Survived: 0</br>Pclass: 3</br>Name: Skoog, Mr. Wilhelm</br>Sex: male</br>Age: 40.0</br>SibSp: 1</br>Parch: 4</br>Ticket: 347088</br>Fare: 27.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 362</br>Survived: 0</br>Pclass: 2</br>Name: del Carlo, Mr. Sebastiano</br>Sex: male</br>Age: 29.0</br>SibSp: 1</br>Parch: 0</br>Ticket: SC/PARIS 2167</br>Fare: 27.7208</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 363</br>Survived: 0</br>Pclass: 3</br>Name: Barbara, Mrs. (Catherine David)</br>Sex: female</br>Age: 45.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 2691</br>Fare: 14.4542</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 364</br>Survived: 0</br>Pclass: 3</br>Name: Asim, Mr. Adola</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O.Q. 3101310</br>Fare: 7.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 366</br>Survived: 0</br>Pclass: 3</br>Name: Adahl, Mr. Mauritz Nils Martin</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C 7076</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 372</br>Survived: 0</br>Pclass: 3</br>Name: Wiklund, Mr. Jakob Alfred</br>Sex: male</br>Age: 18.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 3101267</br>Fare: 6.4958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 373</br>Survived: 0</br>Pclass: 3</br>Name: Beavan, Mr. William Thomas</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 323951</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 374</br>Survived: 0</br>Pclass: 1</br>Name: Ringhini, Mr. Sante</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17760</br>Fare: 135.6333</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 375</br>Survived: 0</br>Pclass: 3</br>Name: Palsson, Miss. Stina Viola</br>Sex: female</br>Age: 3.0</br>SibSp: 3</br>Parch: 1</br>Ticket: 349909</br>Fare: 21.075</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 378</br>Survived: 0</br>Pclass: 1</br>Name: Widener, Mr. Harry Elkins</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 113503</br>Fare: 211.5</br>Cabin: C82</br>Embarked: C",
-          "PassengerId: 379</br>Survived: 0</br>Pclass: 3</br>Name: Betros, Mr. Tannous</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2648</br>Fare: 4.0125</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 380</br>Survived: 0</br>Pclass: 3</br>Name: Gustafsson, Mr. Karl Gideon</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347069</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 383</br>Survived: 0</br>Pclass: 3</br>Name: Tikkanen, Mr. Juho</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101293</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 386</br>Survived: 0</br>Pclass: 2</br>Name: Davies, Mr. Charles Henry</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: S.O.C. 14879</br>Fare: 73.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 387</br>Survived: 0</br>Pclass: 3</br>Name: Goodwin, Master. Sidney Leonard</br>Sex: male</br>Age: 1.0</br>SibSp: 5</br>Parch: 2</br>Ticket: CA 2144</br>Fare: 46.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 393</br>Survived: 0</br>Pclass: 3</br>Name: Gustafsson, Mr. Johan Birger</br>Sex: male</br>Age: 28.0</br>SibSp: 2</br>Parch: 0</br>Ticket: 3101277</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 396</br>Survived: 0</br>Pclass: 3</br>Name: Johansson, Mr. Erik</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350052</br>Fare: 7.7958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 397</br>Survived: 0</br>Pclass: 3</br>Name: Olsson, Miss. Elina</br>Sex: female</br>Age: 31.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350407</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 398</br>Survived: 0</br>Pclass: 2</br>Name: McKane, Mr. Peter David</br>Sex: male</br>Age: 46.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28403</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 399</br>Survived: 0</br>Pclass: 2</br>Name: Pain, Dr. Alfred</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 244278</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 402</br>Survived: 0</br>Pclass: 3</br>Name: Adams, Mr. John</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 341826</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 403</br>Survived: 0</br>Pclass: 3</br>Name: Jussila, Miss. Mari Aina</br>Sex: female</br>Age: 21.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 4137</br>Fare: 9.825</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 404</br>Survived: 0</br>Pclass: 3</br>Name: Hakkarainen, Mr. Pekka Pietari</br>Sex: male</br>Age: 28.0</br>SibSp: 1</br>Parch: 0</br>Ticket: STON/O2. 3101279</br>Fare: 15.85</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 405</br>Survived: 0</br>Pclass: 3</br>Name: Oreskovic, Miss. Marija</br>Sex: female</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315096</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 406</br>Survived: 0</br>Pclass: 2</br>Name: Gale, Mr. Shadrach</br>Sex: male</br>Age: 34.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 28664</br>Fare: 21.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 407</br>Survived: 0</br>Pclass: 3</br>Name: Widegren, Mr. Carl/Charles Peter</br>Sex: male</br>Age: 51.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347064</br>Fare: 7.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 409</br>Survived: 0</br>Pclass: 3</br>Name: Birkeland, Mr. Hans Martin Monsen</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 312992</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 419</br>Survived: 0</br>Pclass: 2</br>Name: Matthews, Mr. William John</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28228</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 420</br>Survived: 0</br>Pclass: 3</br>Name: Van Impe, Miss. Catharina</br>Sex: female</br>Age: 10.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 345773</br>Fare: 24.15</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 422</br>Survived: 0</br>Pclass: 3</br>Name: Charters, Mr. David</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5. 13032</br>Fare: 7.7333</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 423</br>Survived: 0</br>Pclass: 3</br>Name: Zimmerman, Mr. Leo</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315082</br>Fare: 7.875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 424</br>Survived: 0</br>Pclass: 3</br>Name: Danbom, Mrs. Ernst Gilbert (Anna Sigrid Maria Brogren)</br>Sex: female</br>Age: 28.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 347080</br>Fare: 14.4</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 425</br>Survived: 0</br>Pclass: 3</br>Name: Rosblom, Mr. Viktor Richard</br>Sex: male</br>Age: 18.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 370129</br>Fare: 20.2125</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 434</br>Survived: 0</br>Pclass: 3</br>Name: Kallio, Mr. Nikolai Erland</br>Sex: male</br>Age: 17.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101274</br>Fare: 7.125</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 435</br>Survived: 0</br>Pclass: 1</br>Name: Silvey, Mr. William Baird</br>Sex: male</br>Age: 50.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 13507</br>Fare: 55.9</br>Cabin: E44</br>Embarked: S",
-          "PassengerId: 437</br>Survived: 0</br>Pclass: 3</br>Name: Ford, Miss. Doolina Margaret \"Daisy\"</br>Sex: female</br>Age: 21.0</br>SibSp: 2</br>Parch: 2</br>Ticket: W./C. 6608</br>Fare: 34.375</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 439</br>Survived: 0</br>Pclass: 1</br>Name: Fortune, Mr. Mark</br>Sex: male</br>Age: 64.0</br>SibSp: 1</br>Parch: 4</br>Ticket: 19950</br>Fare: 263.0</br>Cabin: C23 C25 C27</br>Embarked: S",
-          "PassengerId: 440</br>Survived: 0</br>Pclass: 2</br>Name: Kvillner, Mr. Johan Henrik Johannesson</br>Sex: male</br>Age: 31.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 18723</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 442</br>Survived: 0</br>Pclass: 3</br>Name: Hampe, Mr. Leon</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345769</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 443</br>Survived: 0</br>Pclass: 3</br>Name: Petterson, Mr. Johan Emil</br>Sex: male</br>Age: 25.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 347076</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 451</br>Survived: 0</br>Pclass: 2</br>Name: West, Mr. Edwy Arthur</br>Sex: male</br>Age: 36.0</br>SibSp: 1</br>Parch: 2</br>Ticket: C.A. 34651</br>Fare: 27.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 453</br>Survived: 0</br>Pclass: 1</br>Name: Foreman, Mr. Benjamin Laventall</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113051</br>Fare: 27.75</br>Cabin: C111</br>Embarked: C",
-          "PassengerId: 457</br>Survived: 0</br>Pclass: 1</br>Name: Millet, Mr. Francis Davis</br>Sex: male</br>Age: 65.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 13509</br>Fare: 26.55</br>Cabin: E38</br>Embarked: S",
-          "PassengerId: 462</br>Survived: 0</br>Pclass: 3</br>Name: Morley, Mr. William</br>Sex: male</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 364506</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 463</br>Survived: 0</br>Pclass: 1</br>Name: Gee, Mr. Arthur H</br>Sex: male</br>Age: 47.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 111320</br>Fare: 38.5</br>Cabin: E63</br>Embarked: S",
-          "PassengerId: 464</br>Survived: 0</br>Pclass: 2</br>Name: Milling, Mr. Jacob Christian</br>Sex: male</br>Age: 48.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 234360</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 466</br>Survived: 0</br>Pclass: 3</br>Name: Goncalves, Mr. Manuel Estanslas</br>Sex: male</br>Age: 38.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O.Q. 3101306</br>Fare: 7.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 468</br>Survived: 0</br>Pclass: 1</br>Name: Smart, Mr. John Montgomery</br>Sex: male</br>Age: 56.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113792</br>Fare: 26.55</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 472</br>Survived: 0</br>Pclass: 3</br>Name: Cacic, Mr. Luka</br>Sex: male</br>Age: 38.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315089</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 475</br>Survived: 0</br>Pclass: 3</br>Name: Strandberg, Miss. Ida Sofia</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 7553</br>Fare: 9.8375</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 477</br>Survived: 0</br>Pclass: 2</br>Name: Renouf, Mr. Peter Henry</br>Sex: male</br>Age: 34.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 31027</br>Fare: 21.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 478</br>Survived: 0</br>Pclass: 3</br>Name: Braund, Mr. Lewis Richard</br>Sex: male</br>Age: 29.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 3460</br>Fare: 7.0458</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 479</br>Survived: 0</br>Pclass: 3</br>Name: Karlsson, Mr. Nils August</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350060</br>Fare: 7.5208</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 481</br>Survived: 0</br>Pclass: 3</br>Name: Goodwin, Master. Harold Victor</br>Sex: male</br>Age: 9.0</br>SibSp: 5</br>Parch: 2</br>Ticket: CA 2144</br>Fare: 46.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 483</br>Survived: 0</br>Pclass: 3</br>Name: Rouse, Mr. Richard Henry</br>Sex: male</br>Age: 50.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5 3594</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 488</br>Survived: 0</br>Pclass: 1</br>Name: Kent, Mr. Edward Austin</br>Sex: male</br>Age: 58.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 11771</br>Fare: 29.7</br>Cabin: B37</br>Embarked: C",
-          "PassengerId: 489</br>Survived: 0</br>Pclass: 3</br>Name: Somerton, Mr. Francis William</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A.5. 18509</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 492</br>Survived: 0</br>Pclass: 3</br>Name: Windelov, Mr. Einar</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/OQ 3101317</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 493</br>Survived: 0</br>Pclass: 1</br>Name: Molson, Mr. Harry Markland</br>Sex: male</br>Age: 55.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113787</br>Fare: 30.5</br>Cabin: C30</br>Embarked: S",
-          "PassengerId: 494</br>Survived: 0</br>Pclass: 1</br>Name: Artagaveytia, Mr. Ramon</br>Sex: male</br>Age: 71.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17609</br>Fare: 49.5042</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 495</br>Survived: 0</br>Pclass: 3</br>Name: Stanley, Mr. Edward Roland</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/4 45380</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 499</br>Survived: 0</br>Pclass: 1</br>Name: Allison, Mrs. Hudson J C (Bessie Waldo Daniels)</br>Sex: female</br>Age: 25.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 113781</br>Fare: 151.55</br>Cabin: C22 C26</br>Embarked: S",
-          "PassengerId: 500</br>Survived: 0</br>Pclass: 3</br>Name: Svensson, Mr. Olof</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350035</br>Fare: 7.7958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 501</br>Survived: 0</br>Pclass: 3</br>Name: Calic, Mr. Petar</br>Sex: male</br>Age: 17.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315086</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 502</br>Survived: 0</br>Pclass: 3</br>Name: Canavan, Miss. Mary</br>Sex: female</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 364846</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 504</br>Survived: 0</br>Pclass: 3</br>Name: Laitinen, Miss. Kristina Sofia</br>Sex: female</br>Age: 37.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 4135</br>Fare: 9.5875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 506</br>Survived: 0</br>Pclass: 1</br>Name: Penasco y Castellana, Mr. Victor de Satode</br>Sex: male</br>Age: 18.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17758</br>Fare: 108.9</br>Cabin: C65</br>Embarked: C",
-          "PassengerId: 509</br>Survived: 0</br>Pclass: 3</br>Name: Olsen, Mr. Henry Margido</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C 4001</br>Fare: 22.525</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 515</br>Survived: 0</br>Pclass: 3</br>Name: Coleff, Mr. Satio</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349209</br>Fare: 7.4958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 516</br>Survived: 0</br>Pclass: 1</br>Name: Walker, Mr. William Anderson</br>Sex: male</br>Age: 47.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 36967</br>Fare: 34.0208</br>Cabin: D46</br>Embarked: S",
-          "PassengerId: 520</br>Survived: 0</br>Pclass: 3</br>Name: Pavlovic, Mr. Stefo</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349242</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 522</br>Survived: 0</br>Pclass: 3</br>Name: Vovk, Mr. Janko</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349252</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 526</br>Survived: 0</br>Pclass: 3</br>Name: Farrell, Mr. James</br>Sex: male</br>Age: 40.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 367232</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 529</br>Survived: 0</br>Pclass: 3</br>Name: Salonen, Mr. Johan Werner</br>Sex: male</br>Age: 39.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 3101296</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 530</br>Survived: 0</br>Pclass: 2</br>Name: Hocking, Mr. Richard George</br>Sex: male</br>Age: 23.0</br>SibSp: 2</br>Parch: 1</br>Ticket: 29104</br>Fare: 11.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 533</br>Survived: 0</br>Pclass: 3</br>Name: Elias, Mr. Joseph Jr</br>Sex: male</br>Age: 17.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 2690</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 535</br>Survived: 0</br>Pclass: 3</br>Name: Cacic, Miss. Marija</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315084</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 537</br>Survived: 0</br>Pclass: 1</br>Name: Butt, Major. Archibald Willingham</br>Sex: male</br>Age: 45.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113050</br>Fare: 26.55</br>Cabin: B38</br>Embarked: S",
-          "PassengerId: 542</br>Survived: 0</br>Pclass: 3</br>Name: Andersson, Miss. Ingeborg Constanzia</br>Sex: female</br>Age: 9.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 347082</br>Fare: 31.275</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 543</br>Survived: 0</br>Pclass: 3</br>Name: Andersson, Miss. Sigrid Elisabeth</br>Sex: female</br>Age: 11.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 347082</br>Fare: 31.275</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 545</br>Survived: 0</br>Pclass: 1</br>Name: Douglas, Mr. Walter Donald</br>Sex: male</br>Age: 50.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17761</br>Fare: 106.425</br>Cabin: C86</br>Embarked: C",
-          "PassengerId: 546</br>Survived: 0</br>Pclass: 1</br>Name: Nicholson, Mr. Arthur Ernest</br>Sex: male</br>Age: 64.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 693</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 549</br>Survived: 0</br>Pclass: 3</br>Name: Goldsmith, Mr. Frank John</br>Sex: male</br>Age: 33.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 363291</br>Fare: 20.525</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 552</br>Survived: 0</br>Pclass: 2</br>Name: Sharp, Mr. Percival James R</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 244358</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 556</br>Survived: 0</br>Pclass: 1</br>Name: Wright, Mr. George</br>Sex: male</br>Age: 62.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113807</br>Fare: 26.55</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 562</br>Survived: 0</br>Pclass: 3</br>Name: Sivic, Mr. Husein</br>Sex: male</br>Age: 40.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349251</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 563</br>Survived: 0</br>Pclass: 2</br>Name: Norman, Mr. Robert Douglas</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 218629</br>Fare: 13.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 566</br>Survived: 0</br>Pclass: 3</br>Name: Davies, Mr. Alfred J</br>Sex: male</br>Age: 24.0</br>SibSp: 2</br>Parch: 0</br>Ticket: A/4 48871</br>Fare: 24.15</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 567</br>Survived: 0</br>Pclass: 3</br>Name: Stoytcheff, Mr. Ilia</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349205</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 568</br>Survived: 0</br>Pclass: 3</br>Name: Palsson, Mrs. Nils (Alma Cornelia Berglund)</br>Sex: female</br>Age: 29.0</br>SibSp: 0</br>Parch: 4</br>Ticket: 349909</br>Fare: 21.075</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 575</br>Survived: 0</br>Pclass: 3</br>Name: Rush, Mr. Alfred George John</br>Sex: male</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/4. 20589</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 576</br>Survived: 0</br>Pclass: 3</br>Name: Patchett, Mr. George</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 358585</br>Fare: 14.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 583</br>Survived: 0</br>Pclass: 2</br>Name: Downton, Mr. William James</br>Sex: male</br>Age: 54.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28403</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 584</br>Survived: 0</br>Pclass: 1</br>Name: Ross, Mr. John Hugo</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 13049</br>Fare: 40.125</br>Cabin: A10</br>Embarked: C",
-          "PassengerId: 587</br>Survived: 0</br>Pclass: 2</br>Name: Jarvis, Mr. John Denzil</br>Sex: male</br>Age: 47.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 237565</br>Fare: 15.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 589</br>Survived: 0</br>Pclass: 3</br>Name: Gilinski, Mr. Eliezer</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 14973</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 591</br>Survived: 0</br>Pclass: 3</br>Name: Rintamaki, Mr. Matti</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101273</br>Fare: 7.125</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 593</br>Survived: 0</br>Pclass: 3</br>Name: Elsbury, Mr. William James</br>Sex: male</br>Age: 47.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5 3902</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 595</br>Survived: 0</br>Pclass: 2</br>Name: Chapman, Mr. John Henry</br>Sex: male</br>Age: 37.0</br>SibSp: 1</br>Parch: 0</br>Ticket: SC/AH 29037</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 596</br>Survived: 0</br>Pclass: 3</br>Name: Van Impe, Mr. Jean Baptiste</br>Sex: male</br>Age: 36.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 345773</br>Fare: 24.15</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 598</br>Survived: 0</br>Pclass: 3</br>Name: Johnson, Mr. Alfred</br>Sex: male</br>Age: 49.0</br>SibSp: 0</br>Parch: 0</br>Ticket: LINE</br>Fare: 0.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 604</br>Survived: 0</br>Pclass: 3</br>Name: Torber, Mr. Ernst William</br>Sex: male</br>Age: 44.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 364511</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 606</br>Survived: 0</br>Pclass: 3</br>Name: Lindell, Mr. Edvard Bengtsson</br>Sex: male</br>Age: 36.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 349910</br>Fare: 15.55</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 607</br>Survived: 0</br>Pclass: 3</br>Name: Karaic, Mr. Milan</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349246</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 611</br>Survived: 0</br>Pclass: 3</br>Name: Andersson, Mrs. Anders Johan (Alfrida Konstantia Brogren)</br>Sex: female</br>Age: 39.0</br>SibSp: 1</br>Parch: 5</br>Ticket: 347082</br>Fare: 31.275</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 615</br>Survived: 0</br>Pclass: 3</br>Name: Brocklebank, Mr. William Alfred</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 364512</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 617</br>Survived: 0</br>Pclass: 3</br>Name: Danbom, Mr. Ernst Gilbert</br>Sex: male</br>Age: 34.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 347080</br>Fare: 14.4</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 618</br>Survived: 0</br>Pclass: 3</br>Name: Lobb, Mrs. William Arthur (Cordelia K Stanlick)</br>Sex: female</br>Age: 26.0</br>SibSp: 1</br>Parch: 0</br>Ticket: A/5. 3336</br>Fare: 16.1</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 620</br>Survived: 0</br>Pclass: 2</br>Name: Gavey, Mr. Lawrence</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 31028</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 621</br>Survived: 0</br>Pclass: 3</br>Name: Yasbeck, Mr. Antoni</br>Sex: male</br>Age: 27.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2659</br>Fare: 14.4542</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 624</br>Survived: 0</br>Pclass: 3</br>Name: Hansen, Mr. Henry Damsgaard</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350029</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 625</br>Survived: 0</br>Pclass: 3</br>Name: Bowen, Mr. David John \"Dai\"</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 54636</br>Fare: 16.1</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 626</br>Survived: 0</br>Pclass: 1</br>Name: Sutton, Mr. Frederick</br>Sex: male</br>Age: 61.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 36963</br>Fare: 32.3208</br>Cabin: D50</br>Embarked: S",
-          "PassengerId: 627</br>Survived: 0</br>Pclass: 2</br>Name: Kirkland, Rev. Charles Leonard</br>Sex: male</br>Age: 57.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 219533</br>Fare: 12.35</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 629</br>Survived: 0</br>Pclass: 3</br>Name: Bostandyeff, Mr. Guentcho</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349224</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 632</br>Survived: 0</br>Pclass: 3</br>Name: Lundahl, Mr. Johan Svensson</br>Sex: male</br>Age: 51.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347743</br>Fare: 7.0542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 635</br>Survived: 0</br>Pclass: 3</br>Name: Skoog, Miss. Mabel</br>Sex: female</br>Age: 9.0</br>SibSp: 3</br>Parch: 2</br>Ticket: 347088</br>Fare: 27.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 637</br>Survived: 0</br>Pclass: 3</br>Name: Leinonen, Mr. Antti Gustaf</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101292</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 638</br>Survived: 0</br>Pclass: 2</br>Name: Collyer, Mr. Harvey</br>Sex: male</br>Age: 31.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 31921</br>Fare: 26.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 639</br>Survived: 0</br>Pclass: 3</br>Name: Panula, Mrs. Juha (Maria Emilia Ojala)</br>Sex: female</br>Age: 41.0</br>SibSp: 0</br>Parch: 5</br>Ticket: 3101295</br>Fare: 39.6875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 641</br>Survived: 0</br>Pclass: 3</br>Name: Jensen, Mr. Hans Peder</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350050</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 643</br>Survived: 0</br>Pclass: 3</br>Name: Skoog, Miss. Margit Elizabeth</br>Sex: female</br>Age: 2.0</br>SibSp: 3</br>Parch: 2</br>Ticket: 347088</br>Fare: 27.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 647</br>Survived: 0</br>Pclass: 3</br>Name: Cor, Mr. Liudevit</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349231</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 653</br>Survived: 0</br>Pclass: 3</br>Name: Kalvik, Mr. Johannes Halvorsen</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 8475</br>Fare: 8.4333</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 655</br>Survived: 0</br>Pclass: 3</br>Name: Hegarty, Miss. Hanora \"Nora\"</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 365226</br>Fare: 6.75</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 656</br>Survived: 0</br>Pclass: 2</br>Name: Hickman, Mr. Leonard Mark</br>Sex: male</br>Age: 24.0</br>SibSp: 2</br>Parch: 0</br>Ticket: S.O.C. 14879</br>Fare: 73.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 658</br>Survived: 0</br>Pclass: 3</br>Name: Bourke, Mrs. John (Catherine)</br>Sex: female</br>Age: 32.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 364849</br>Fare: 15.5</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 659</br>Survived: 0</br>Pclass: 2</br>Name: Eitemiller, Mr. George Floyd</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 29751</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 660</br>Survived: 0</br>Pclass: 1</br>Name: Newell, Mr. Arthur Webster</br>Sex: male</br>Age: 58.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 35273</br>Fare: 113.275</br>Cabin: D48</br>Embarked: C",
-          "PassengerId: 662</br>Survived: 0</br>Pclass: 3</br>Name: Badt, Mr. Mohamed</br>Sex: male</br>Age: 40.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2623</br>Fare: 7.225</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 663</br>Survived: 0</br>Pclass: 1</br>Name: Colley, Mr. Edward Pomeroy</br>Sex: male</br>Age: 47.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 5727</br>Fare: 25.5875</br>Cabin: E58</br>Embarked: S",
-          "PassengerId: 664</br>Survived: 0</br>Pclass: 3</br>Name: Coleff, Mr. Peju</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349210</br>Fare: 7.4958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 666</br>Survived: 0</br>Pclass: 2</br>Name: Hickman, Mr. Lewis</br>Sex: male</br>Age: 32.0</br>SibSp: 2</br>Parch: 0</br>Ticket: S.O.C. 14879</br>Fare: 73.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 667</br>Survived: 0</br>Pclass: 2</br>Name: Butler, Mr. Reginald Fenton</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 234686</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 669</br>Survived: 0</br>Pclass: 3</br>Name: Cook, Mr. Jacob</br>Sex: male</br>Age: 43.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5 3536</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 672</br>Survived: 0</br>Pclass: 1</br>Name: Davidson, Mr. Thornton</br>Sex: male</br>Age: 31.0</br>SibSp: 1</br>Parch: 0</br>Ticket: F.C. 12750</br>Fare: 52.0</br>Cabin: B71</br>Embarked: S",
-          "PassengerId: 673</br>Survived: 0</br>Pclass: 2</br>Name: Mitchell, Mr. Henry Michael</br>Sex: male</br>Age: 70.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 24580</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 676</br>Survived: 0</br>Pclass: 3</br>Name: Edvardsson, Mr. Gustaf Hjalmar</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349912</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 677</br>Survived: 0</br>Pclass: 3</br>Name: Sawyer, Mr. Frederick Charles</br>Sex: male</br>Age: 24.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 342826</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 679</br>Survived: 0</br>Pclass: 3</br>Name: Goodwin, Mrs. Frederick (Augusta Tyler)</br>Sex: female</br>Age: 43.0</br>SibSp: 1</br>Parch: 6</br>Ticket: CA 2144</br>Fare: 46.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 683</br>Survived: 0</br>Pclass: 3</br>Name: Olsvigen, Mr. Thor Anderson</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 6563</br>Fare: 9.225</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 684</br>Survived: 0</br>Pclass: 3</br>Name: Goodwin, Mr. Charles Edward</br>Sex: male</br>Age: 14.0</br>SibSp: 5</br>Parch: 2</br>Ticket: CA 2144</br>Fare: 46.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 685</br>Survived: 0</br>Pclass: 2</br>Name: Brown, Mr. Thomas William Solomon</br>Sex: male</br>Age: 60.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 29750</br>Fare: 39.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 686</br>Survived: 0</br>Pclass: 2</br>Name: Laroche, Mr. Joseph Philippe Lemercier</br>Sex: male</br>Age: 25.0</br>SibSp: 1</br>Parch: 2</br>Ticket: SC/Paris 2123</br>Fare: 41.5792</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 687</br>Survived: 0</br>Pclass: 3</br>Name: Panula, Mr. Jaako Arnold</br>Sex: male</br>Age: 14.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 3101295</br>Fare: 39.6875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 688</br>Survived: 0</br>Pclass: 3</br>Name: Dakic, Mr. Branko</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349228</br>Fare: 10.1708</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 689</br>Survived: 0</br>Pclass: 3</br>Name: Fischer, Mr. Eberhard Thelander</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350036</br>Fare: 7.7958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 694</br>Survived: 0</br>Pclass: 3</br>Name: Saad, Mr. Khalil</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2672</br>Fare: 7.225</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 695</br>Survived: 0</br>Pclass: 1</br>Name: Weir, Col. John</br>Sex: male</br>Age: 60.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113800</br>Fare: 26.55</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 696</br>Survived: 0</br>Pclass: 2</br>Name: Chapman, Mr. Charles Henry</br>Sex: male</br>Age: 52.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 248731</br>Fare: 13.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 697</br>Survived: 0</br>Pclass: 3</br>Name: Kelly, Mr. James</br>Sex: male</br>Age: 44.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 363592</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 699</br>Survived: 0</br>Pclass: 1</br>Name: Thayer, Mr. John Borland</br>Sex: male</br>Age: 49.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 17421</br>Fare: 110.8833</br>Cabin: C68</br>Embarked: C",
-          "PassengerId: 700</br>Survived: 0</br>Pclass: 3</br>Name: Humblen, Mr. Adolf Mathias Nicolai Olsen</br>Sex: male</br>Age: 42.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 348121</br>Fare: 7.65</br>Cabin: F G63</br>Embarked: S",
-          "PassengerId: 703</br>Survived: 0</br>Pclass: 3</br>Name: Barbara, Miss. Saiide</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 2691</br>Fare: 14.4542</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 704</br>Survived: 0</br>Pclass: 3</br>Name: Gallagher, Mr. Martin</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 36864</br>Fare: 7.7417</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 705</br>Survived: 0</br>Pclass: 3</br>Name: Hansen, Mr. Henrik Juul</br>Sex: male</br>Age: 26.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 350025</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 706</br>Survived: 0</br>Pclass: 2</br>Name: Morley, Mr. Henry Samuel (\"Mr Henry Marshall\")</br>Sex: male</br>Age: 39.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250655</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 714</br>Survived: 0</br>Pclass: 3</br>Name: Larsson, Mr. August Viktor</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 7545</br>Fare: 9.4833</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 715</br>Survived: 0</br>Pclass: 2</br>Name: Greenberg, Mr. Samuel</br>Sex: male</br>Age: 52.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250647</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 716</br>Survived: 0</br>Pclass: 3</br>Name: Soholt, Mr. Peter Andreas Lauritz Andersen</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 348124</br>Fare: 7.65</br>Cabin: F G73</br>Embarked: S",
-          "PassengerId: 720</br>Survived: 0</br>Pclass: 3</br>Name: Johnson, Mr. Malkolm Joackim</br>Sex: male</br>Age: 33.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347062</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 722</br>Survived: 0</br>Pclass: 3</br>Name: Jensen, Mr. Svend Lauritz</br>Sex: male</br>Age: 17.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 350048</br>Fare: 7.0542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 723</br>Survived: 0</br>Pclass: 2</br>Name: Gillespie, Mr. William Henry</br>Sex: male</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 12233</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 724</br>Survived: 0</br>Pclass: 2</br>Name: Hodges, Mr. Henry Price</br>Sex: male</br>Age: 50.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250643</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 726</br>Survived: 0</br>Pclass: 3</br>Name: Oreskovic, Mr. Luka</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315094</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 729</br>Survived: 0</br>Pclass: 2</br>Name: Bryhl, Mr. Kurt Arnold Gottfrid</br>Sex: male</br>Age: 25.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 236853</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 730</br>Survived: 0</br>Pclass: 3</br>Name: Ilmakangas, Miss. Pieta Sofia</br>Sex: female</br>Age: 25.0</br>SibSp: 1</br>Parch: 0</br>Ticket: STON/O2. 3101271</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 732</br>Survived: 0</br>Pclass: 3</br>Name: Hassan, Mr. Houssein G N</br>Sex: male</br>Age: 11.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2699</br>Fare: 18.7875</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 734</br>Survived: 0</br>Pclass: 2</br>Name: Berriman, Mr. William John</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28425</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 735</br>Survived: 0</br>Pclass: 2</br>Name: Troupiansky, Mr. Moses Aaron</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 233639</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 736</br>Survived: 0</br>Pclass: 3</br>Name: Williams, Mr. Leslie</br>Sex: male</br>Age: 28.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 54636</br>Fare: 16.1</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 737</br>Survived: 0</br>Pclass: 3</br>Name: Ford, Mrs. Edward (Margaret Ann Watson)</br>Sex: female</br>Age: 48.0</br>SibSp: 1</br>Parch: 3</br>Ticket: W./C. 6608</br>Fare: 34.375</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 742</br>Survived: 0</br>Pclass: 1</br>Name: Cavendish, Mr. Tyrell William</br>Sex: male</br>Age: 36.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 19877</br>Fare: 78.85</br>Cabin: C46</br>Embarked: S",
-          "PassengerId: 744</br>Survived: 0</br>Pclass: 3</br>Name: McNamee, Mr. Neal</br>Sex: male</br>Age: 24.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 376566</br>Fare: 16.1</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 746</br>Survived: 0</br>Pclass: 1</br>Name: Crosby, Capt. Edward Gifford</br>Sex: male</br>Age: 70.0</br>SibSp: 1</br>Parch: 1</br>Ticket: WE/P 5735</br>Fare: 71.0</br>Cabin: B22</br>Embarked: S",
-          "PassengerId: 747</br>Survived: 0</br>Pclass: 3</br>Name: Abbott, Mr. Rossmore Edward</br>Sex: male</br>Age: 16.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 2673</br>Fare: 20.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 749</br>Survived: 0</br>Pclass: 1</br>Name: Marvin, Mr. Daniel Warner</br>Sex: male</br>Age: 19.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113773</br>Fare: 53.1</br>Cabin: D30</br>Embarked: S",
-          "PassengerId: 750</br>Survived: 0</br>Pclass: 3</br>Name: Connaghton, Mr. Michael</br>Sex: male</br>Age: 31.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 335097</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 753</br>Survived: 0</br>Pclass: 3</br>Name: Vande Velde, Mr. Johannes Joseph</br>Sex: male</br>Age: 33.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345780</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 754</br>Survived: 0</br>Pclass: 3</br>Name: Jonkoff, Mr. Lalio</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349204</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 757</br>Survived: 0</br>Pclass: 3</br>Name: Carlsson, Mr. August Sigfrid</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350042</br>Fare: 7.7958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 758</br>Survived: 0</br>Pclass: 2</br>Name: Bailey, Mr. Percy Andrew</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 29108</br>Fare: 11.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 759</br>Survived: 0</br>Pclass: 3</br>Name: Theobald, Mr. Thomas Leonard</br>Sex: male</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 363294</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 762</br>Survived: 0</br>Pclass: 3</br>Name: Nirva, Mr. Iisakki Antino Aijo</br>Sex: male</br>Age: 41.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O2 3101272</br>Fare: 7.125</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 765</br>Survived: 0</br>Pclass: 3</br>Name: Eklund, Mr. Hans Linus</br>Sex: male</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347074</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 768</br>Survived: 0</br>Pclass: 3</br>Name: Mangan, Miss. Mary</br>Sex: female</br>Age: 30.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 364850</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 770</br>Survived: 0</br>Pclass: 3</br>Name: Gronnestad, Mr. Daniel Danielsen</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 8471</br>Fare: 8.3625</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 771</br>Survived: 0</br>Pclass: 3</br>Name: Lievens, Mr. Rene Aime</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345781</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 772</br>Survived: 0</br>Pclass: 3</br>Name: Jensen, Mr. Niels Peder</br>Sex: male</br>Age: 48.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350047</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 773</br>Survived: 0</br>Pclass: 2</br>Name: Mack, Mrs. (Mary)</br>Sex: female</br>Age: 57.0</br>SibSp: 0</br>Parch: 0</br>Ticket: S.O./P.P. 3</br>Fare: 10.5</br>Cabin: E77</br>Embarked: S",
-          "PassengerId: 776</br>Survived: 0</br>Pclass: 3</br>Name: Myhrman, Mr. Pehr Fabian Oliver Malkolm</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347078</br>Fare: 7.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 783</br>Survived: 0</br>Pclass: 1</br>Name: Long, Mr. Milton Clyde</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113501</br>Fare: 30.0</br>Cabin: D6</br>Embarked: S",
-          "PassengerId: 785</br>Survived: 0</br>Pclass: 3</br>Name: Ali, Mr. William</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O.Q. 3101312</br>Fare: 7.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 786</br>Survived: 0</br>Pclass: 3</br>Name: Harmer, Mr. Abraham (David Lishin)</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 374887</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 788</br>Survived: 0</br>Pclass: 3</br>Name: Rice, Master. George Hugh</br>Sex: male</br>Age: 8.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 382652</br>Fare: 29.125</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 790</br>Survived: 0</br>Pclass: 1</br>Name: Guggenheim, Mr. Benjamin</br>Sex: male</br>Age: 46.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17593</br>Fare: 79.2</br>Cabin: B82 B84</br>Embarked: C",
-          "PassengerId: 792</br>Survived: 0</br>Pclass: 2</br>Name: Gaskell, Mr. Alfred</br>Sex: male</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 239865</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 795</br>Survived: 0</br>Pclass: 3</br>Name: Dantcheff, Mr. Ristiu</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349203</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 796</br>Survived: 0</br>Pclass: 2</br>Name: Otter, Mr. Richard</br>Sex: male</br>Age: 39.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28213</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 799</br>Survived: 0</br>Pclass: 3</br>Name: Ibrahim Shawah, Mr. Yousseff</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2685</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 800</br>Survived: 0</br>Pclass: 3</br>Name: Van Impe, Mrs. Jean Baptiste (Rosalie Paula Govaert)</br>Sex: female</br>Age: 30.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 345773</br>Fare: 24.15</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 801</br>Survived: 0</br>Pclass: 2</br>Name: Ponesell, Mr. Martin</br>Sex: male</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250647</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 806</br>Survived: 0</br>Pclass: 3</br>Name: Johansson, Mr. Karl Johan</br>Sex: male</br>Age: 31.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347063</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 807</br>Survived: 0</br>Pclass: 1</br>Name: Andrews, Mr. Thomas Jr</br>Sex: male</br>Age: 39.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 112050</br>Fare: 0.0</br>Cabin: A36</br>Embarked: S",
-          "PassengerId: 808</br>Survived: 0</br>Pclass: 3</br>Name: Pettersson, Miss. Ellen Natalia</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347087</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 809</br>Survived: 0</br>Pclass: 2</br>Name: Meyer, Mr. August</br>Sex: male</br>Age: 39.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 248723</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 811</br>Survived: 0</br>Pclass: 3</br>Name: Alexander, Mr. William</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 3474</br>Fare: 7.8875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 812</br>Survived: 0</br>Pclass: 3</br>Name: Lester, Mr. James</br>Sex: male</br>Age: 39.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/4 48871</br>Fare: 24.15</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 813</br>Survived: 0</br>Pclass: 2</br>Name: Slemen, Mr. Richard James</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28206</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 814</br>Survived: 0</br>Pclass: 3</br>Name: Andersson, Miss. Ebba Iris Alfrida</br>Sex: female</br>Age: 6.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 347082</br>Fare: 31.275</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 815</br>Survived: 0</br>Pclass: 3</br>Name: Tomlin, Mr. Ernest Portage</br>Sex: male</br>Age: 30.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 364499</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 817</br>Survived: 0</br>Pclass: 3</br>Name: Heininen, Miss. Wendla Maria</br>Sex: female</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O2. 3101290</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 818</br>Survived: 0</br>Pclass: 2</br>Name: Mallet, Mr. Albert</br>Sex: male</br>Age: 31.0</br>SibSp: 1</br>Parch: 1</br>Ticket: S.C./PARIS 2079</br>Fare: 37.0042</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 819</br>Survived: 0</br>Pclass: 3</br>Name: Holm, Mr. John Fredrik Alexander</br>Sex: male</br>Age: 43.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C 7075</br>Fare: 6.45</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 820</br>Survived: 0</br>Pclass: 3</br>Name: Skoog, Master. Karl Thorsten</br>Sex: male</br>Age: 10.0</br>SibSp: 3</br>Parch: 2</br>Ticket: 347088</br>Fare: 27.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 823</br>Survived: 0</br>Pclass: 1</br>Name: Reuchlin, Jonkheer. John George</br>Sex: male</br>Age: 38.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 19972</br>Fare: 0.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 825</br>Survived: 0</br>Pclass: 3</br>Name: Panula, Master. Urho Abraham</br>Sex: male</br>Age: 2.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 3101295</br>Fare: 39.6875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 834</br>Survived: 0</br>Pclass: 3</br>Name: Augustsson, Mr. Albert</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347468</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 835</br>Survived: 0</br>Pclass: 3</br>Name: Allum, Mr. Owen George</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2223</br>Fare: 8.3</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 837</br>Survived: 0</br>Pclass: 3</br>Name: Pasic, Mr. Jakob</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315097</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 841</br>Survived: 0</br>Pclass: 3</br>Name: Alhomaki, Mr. Ilmari Rudolf</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O2 3101287</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 842</br>Survived: 0</br>Pclass: 2</br>Name: Mudd, Mr. Thomas Charles</br>Sex: male</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: S.O./P.P. 3</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 844</br>Survived: 0</br>Pclass: 3</br>Name: Lemberopolous, Mr. Peter L</br>Sex: male</br>Age: 34.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 2683</br>Fare: 6.4375</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 845</br>Survived: 0</br>Pclass: 3</br>Name: Culumovic, Mr. Jeso</br>Sex: male</br>Age: 17.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315090</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
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-          "PassengerId: 54</br>Survived: 1</br>Pclass: 2</br>Name: Faunthorpe, Mrs. Lizzie (Elizabeth Anne Wilkinson)</br>Sex: female</br>Age: 29.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2926</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 57</br>Survived: 1</br>Pclass: 2</br>Name: Rugg, Miss. Emily</br>Sex: female</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 31026</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 59</br>Survived: 1</br>Pclass: 2</br>Name: West, Miss. Constance Mirium</br>Sex: female</br>Age: 5.0</br>SibSp: 1</br>Parch: 2</br>Ticket: C.A. 34651</br>Fare: 27.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 62</br>Survived: 1</br>Pclass: 1</br>Name: Icard, Miss. Amelie</br>Sex: female</br>Age: 38.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113572</br>Fare: 80.0</br>Cabin: B28</br>Embarked: nan",
-          "PassengerId: 67</br>Survived: 1</br>Pclass: 2</br>Name: Nye, Mrs. (Elizabeth Ramell)</br>Sex: female</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 29395</br>Fare: 10.5</br>Cabin: F33</br>Embarked: S",
-          "PassengerId: 69</br>Survived: 1</br>Pclass: 3</br>Name: Andersson, Miss. Erna Alexandra</br>Sex: female</br>Age: 17.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 3101281</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 75</br>Survived: 1</br>Pclass: 3</br>Name: Bing, Mr. Lee</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 1601</br>Fare: 56.4958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 79</br>Survived: 1</br>Pclass: 2</br>Name: Caldwell, Master. Alden Gates</br>Sex: male</br>Age: 0.83</br>SibSp: 0</br>Parch: 2</br>Ticket: 248738</br>Fare: 29.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 80</br>Survived: 1</br>Pclass: 3</br>Name: Dowdell, Miss. Elizabeth</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 364516</br>Fare: 12.475</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 82</br>Survived: 1</br>Pclass: 3</br>Name: Sheerlinck, Mr. Jan Baptist</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345779</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 85</br>Survived: 1</br>Pclass: 2</br>Name: Ilett, Miss. Bertha</br>Sex: female</br>Age: 17.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SO/C 14885</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 86</br>Survived: 1</br>Pclass: 3</br>Name: Backstrom, Mrs. Karl Alfred (Maria Mathilda Gustafsson)</br>Sex: female</br>Age: 33.0</br>SibSp: 3</br>Parch: 0</br>Ticket: 3101278</br>Fare: 15.85</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 89</br>Survived: 1</br>Pclass: 1</br>Name: Fortune, Miss. Mabel Helen</br>Sex: female</br>Age: 23.0</br>SibSp: 3</br>Parch: 2</br>Ticket: 19950</br>Fare: 263.0</br>Cabin: C23 C25 C27</br>Embarked: S",
-          "PassengerId: 98</br>Survived: 1</br>Pclass: 1</br>Name: Greenfield, Mr. William Bertram</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17759</br>Fare: 63.3583</br>Cabin: D10 D12</br>Embarked: C",
-          "PassengerId: 99</br>Survived: 1</br>Pclass: 2</br>Name: Doling, Mrs. John T (Ada Julia Bone)</br>Sex: female</br>Age: 34.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 231919</br>Fare: 23.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 107</br>Survived: 1</br>Pclass: 3</br>Name: Salkjelsvik, Miss. Anna Kristine</br>Sex: female</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 343120</br>Fare: 7.65</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 124</br>Survived: 1</br>Pclass: 2</br>Name: Webber, Miss. Susan</br>Sex: female</br>Age: 32.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 27267</br>Fare: 13.0</br>Cabin: E101</br>Embarked: S",
-          "PassengerId: 126</br>Survived: 1</br>Pclass: 3</br>Name: Nicola-Yarred, Master. Elias</br>Sex: male</br>Age: 12.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2651</br>Fare: 11.2417</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 128</br>Survived: 1</br>Pclass: 3</br>Name: Madsen, Mr. Fridtjof Arne</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C 17369</br>Fare: 7.1417</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 134</br>Survived: 1</br>Pclass: 2</br>Name: Weisz, Mrs. Leopold (Mathilde Francoise Pede)</br>Sex: female</br>Age: 29.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 228414</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 137</br>Survived: 1</br>Pclass: 1</br>Name: Newsom, Miss. Helen Monypeny</br>Sex: female</br>Age: 19.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 11752</br>Fare: 26.2833</br>Cabin: D47</br>Embarked: S",
-          "PassengerId: 142</br>Survived: 1</br>Pclass: 3</br>Name: Nysten, Miss. Anna Sofia</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347081</br>Fare: 7.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 143</br>Survived: 1</br>Pclass: 3</br>Name: Hakkarainen, Mrs. Pekka Pietari (Elin Matilda Dolck)</br>Sex: female</br>Age: 24.0</br>SibSp: 1</br>Parch: 0</br>Ticket: STON/O2. 3101279</br>Fare: 15.85</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 147</br>Survived: 1</br>Pclass: 3</br>Name: Andersson, Mr. August Edvard (\"Wennerstrom\")</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350043</br>Fare: 7.7958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 152</br>Survived: 1</br>Pclass: 1</br>Name: Pears, Mrs. Thomas (Edith Wearne)</br>Sex: female</br>Age: 22.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113776</br>Fare: 66.6</br>Cabin: C2</br>Embarked: S",
-          "PassengerId: 157</br>Survived: 1</br>Pclass: 3</br>Name: Gilnagh, Miss. Katherine \"Katie\"</br>Sex: female</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 35851</br>Fare: 7.7333</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 162</br>Survived: 1</br>Pclass: 2</br>Name: Watt, Mrs. James (Elizabeth \"Bessie\" Inglis Milne)</br>Sex: female</br>Age: 40.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 33595</br>Fare: 15.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 166</br>Survived: 1</br>Pclass: 3</br>Name: Goldsmith, Master. Frank John William \"Frankie\"</br>Sex: male</br>Age: 9.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 363291</br>Fare: 20.525</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 173</br>Survived: 1</br>Pclass: 3</br>Name: Johnson, Miss. Eleanor Ileen</br>Sex: female</br>Age: 1.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 347742</br>Fare: 11.1333</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 184</br>Survived: 1</br>Pclass: 2</br>Name: Becker, Master. Richard F</br>Sex: male</br>Age: 1.0</br>SibSp: 2</br>Parch: 1</br>Ticket: 230136</br>Fare: 39.0</br>Cabin: F4</br>Embarked: S",
-          "PassengerId: 185</br>Survived: 1</br>Pclass: 3</br>Name: Kink-Heilmann, Miss. Luise Gretchen</br>Sex: female</br>Age: 4.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 315153</br>Fare: 22.025</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 188</br>Survived: 1</br>Pclass: 1</br>Name: Romaine, Mr. Charles Hallace (\"Mr C Rolmane\")</br>Sex: male</br>Age: 45.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 111428</br>Fare: 26.55</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 191</br>Survived: 1</br>Pclass: 2</br>Name: Pinsky, Mrs. (Rosa)</br>Sex: female</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 234604</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 193</br>Survived: 1</br>Pclass: 3</br>Name: Andersen-Jensen, Miss. Carla Christine Nielsine</br>Sex: female</br>Age: 19.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 350046</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 194</br>Survived: 1</br>Pclass: 2</br>Name: Navratil, Master. Michel M</br>Sex: male</br>Age: 3.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 230080</br>Fare: 26.0</br>Cabin: F2</br>Embarked: S",
-          "PassengerId: 195</br>Survived: 1</br>Pclass: 1</br>Name: Brown, Mrs. James Joseph (Margaret Tobin)</br>Sex: female</br>Age: 44.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17610</br>Fare: 27.7208</br>Cabin: B4</br>Embarked: C",
-          "PassengerId: 196</br>Survived: 1</br>Pclass: 1</br>Name: Lurette, Miss. Elise</br>Sex: female</br>Age: 58.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17569</br>Fare: 146.5208</br>Cabin: B80</br>Embarked: C",
-          "PassengerId: 205</br>Survived: 1</br>Pclass: 3</br>Name: Cohen, Mr. Gurshon \"Gus\"</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5 3540</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 208</br>Survived: 1</br>Pclass: 3</br>Name: Albimona, Mr. Nassef Cassem</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2699</br>Fare: 18.7875</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 209</br>Survived: 1</br>Pclass: 3</br>Name: Carr, Miss. Helen \"Ellen\"</br>Sex: female</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 367231</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 210</br>Survived: 1</br>Pclass: 1</br>Name: Blank, Mr. Henry</br>Sex: male</br>Age: 40.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 112277</br>Fare: 31.0</br>Cabin: A31</br>Embarked: C",
-          "PassengerId: 212</br>Survived: 1</br>Pclass: 2</br>Name: Cameron, Miss. Clear Annie</br>Sex: female</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: F.C.C. 13528</br>Fare: 21.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 216</br>Survived: 1</br>Pclass: 1</br>Name: Newell, Miss. Madeleine</br>Sex: female</br>Age: 31.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 35273</br>Fare: 113.275</br>Cabin: D36</br>Embarked: C",
-          "PassengerId: 217</br>Survived: 1</br>Pclass: 3</br>Name: Honkanen, Miss. Eliina</br>Sex: female</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O2. 3101283</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 219</br>Survived: 1</br>Pclass: 1</br>Name: Bazzani, Miss. Albina</br>Sex: female</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 11813</br>Fare: 76.2917</br>Cabin: D15</br>Embarked: C",
-          "PassengerId: 221</br>Survived: 1</br>Pclass: 3</br>Name: Sunderland, Mr. Victor Francis</br>Sex: male</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/OQ 392089</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 225</br>Survived: 1</br>Pclass: 1</br>Name: Hoyt, Mr. Frederick Maxfield</br>Sex: male</br>Age: 38.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 19943</br>Fare: 90.0</br>Cabin: C93</br>Embarked: S",
-          "PassengerId: 227</br>Survived: 1</br>Pclass: 2</br>Name: Mellors, Mr. William John</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SW/PP 751</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 231</br>Survived: 1</br>Pclass: 1</br>Name: Harris, Mrs. Henry Birkhardt (Irene Wallach)</br>Sex: female</br>Age: 35.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 36973</br>Fare: 83.475</br>Cabin: C83</br>Embarked: S",
-          "PassengerId: 234</br>Survived: 1</br>Pclass: 3</br>Name: Asplund, Miss. Lillian Gertrud</br>Sex: female</br>Age: 5.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 347077</br>Fare: 31.3875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 238</br>Survived: 1</br>Pclass: 2</br>Name: Collyer, Miss. Marjorie \"Lottie\"</br>Sex: female</br>Age: 8.0</br>SibSp: 0</br>Parch: 2</br>Ticket: C.A. 31921</br>Fare: 26.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 248</br>Survived: 1</br>Pclass: 2</br>Name: Hamalainen, Mrs. William (Anna)</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 250649</br>Fare: 14.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 249</br>Survived: 1</br>Pclass: 1</br>Name: Beckwith, Mr. Richard Leonard</br>Sex: male</br>Age: 37.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 11751</br>Fare: 52.5542</br>Cabin: D35</br>Embarked: S",
-          "PassengerId: 256</br>Survived: 1</br>Pclass: 3</br>Name: Touma, Mrs. Darwis (Hanne Youssef Razi)</br>Sex: female</br>Age: 29.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 2650</br>Fare: 15.2458</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 258</br>Survived: 1</br>Pclass: 1</br>Name: Cherry, Miss. Gladys</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 110152</br>Fare: 86.5</br>Cabin: B77</br>Embarked: S",
-          "PassengerId: 259</br>Survived: 1</br>Pclass: 1</br>Name: Ward, Miss. Anna</br>Sex: female</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17755</br>Fare: 512.3292</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 260</br>Survived: 1</br>Pclass: 2</br>Name: Parrish, Mrs. (Lutie Davis)</br>Sex: female</br>Age: 50.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 230433</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 262</br>Survived: 1</br>Pclass: 3</br>Name: Asplund, Master. Edvin Rojj Felix</br>Sex: male</br>Age: 3.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 347077</br>Fare: 31.3875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 268</br>Survived: 1</br>Pclass: 3</br>Name: Persson, Mr. Ernst Ulrik</br>Sex: male</br>Age: 25.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 347083</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 269</br>Survived: 1</br>Pclass: 1</br>Name: Graham, Mrs. William Thompson (Edith Junkins)</br>Sex: female</br>Age: 58.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17582</br>Fare: 153.4625</br>Cabin: C125</br>Embarked: S",
-          "PassengerId: 270</br>Survived: 1</br>Pclass: 1</br>Name: Bissette, Miss. Amelia</br>Sex: female</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17760</br>Fare: 135.6333</br>Cabin: C99</br>Embarked: S",
-          "PassengerId: 272</br>Survived: 1</br>Pclass: 3</br>Name: Tornquist, Mr. William Henry</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: LINE</br>Fare: 0.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 273</br>Survived: 1</br>Pclass: 2</br>Name: Mellinger, Mrs. (Elizabeth Anne Maidment)</br>Sex: female</br>Age: 41.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 250644</br>Fare: 19.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 276</br>Survived: 1</br>Pclass: 1</br>Name: Andrews, Miss. Kornelia Theodosia</br>Sex: female</br>Age: 63.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 13502</br>Fare: 77.9583</br>Cabin: D7</br>Embarked: S",
-          "PassengerId: 280</br>Survived: 1</br>Pclass: 3</br>Name: Abbott, Mrs. Stanton (Rosa Hunt)</br>Sex: female</br>Age: 35.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 2673</br>Fare: 20.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 284</br>Survived: 1</br>Pclass: 3</br>Name: Dorking, Mr. Edward Arthur</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5. 10482</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 287</br>Survived: 1</br>Pclass: 3</br>Name: de Mulder, Mr. Theodore</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345774</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 289</br>Survived: 1</br>Pclass: 2</br>Name: Hosono, Mr. Masabumi</br>Sex: male</br>Age: 42.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 237798</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 290</br>Survived: 1</br>Pclass: 3</br>Name: Connolly, Miss. Kate</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 370373</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 291</br>Survived: 1</br>Pclass: 1</br>Name: Barber, Miss. Ellen \"Nellie\"</br>Sex: female</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 19877</br>Fare: 78.85</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 292</br>Survived: 1</br>Pclass: 1</br>Name: Bishop, Mrs. Dickinson H (Helen Walton)</br>Sex: female</br>Age: 19.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 11967</br>Fare: 91.0792</br>Cabin: B49</br>Embarked: C",
-          "PassengerId: 300</br>Survived: 1</br>Pclass: 1</br>Name: Baxter, Mrs. James (Helene DeLaudeniere Chaput)</br>Sex: female</br>Age: 50.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17558</br>Fare: 247.5208</br>Cabin: B58 B60</br>Embarked: C",
-          "PassengerId: 306</br>Survived: 1</br>Pclass: 1</br>Name: Allison, Master. Hudson Trevor</br>Sex: male</br>Age: 0.92</br>SibSp: 1</br>Parch: 2</br>Ticket: 113781</br>Fare: 151.55</br>Cabin: C22 C26</br>Embarked: S",
-          "PassengerId: 308</br>Survived: 1</br>Pclass: 1</br>Name: Penasco y Castellana, Mrs. Victor de Satode (Maria Josefa Perez de Soto y Vallejo)</br>Sex: female</br>Age: 17.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17758</br>Fare: 108.9</br>Cabin: C65</br>Embarked: C",
-          "PassengerId: 310</br>Survived: 1</br>Pclass: 1</br>Name: Francatelli, Miss. Laura Mabel</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17485</br>Fare: 56.9292</br>Cabin: E36</br>Embarked: C",
-          "PassengerId: 311</br>Survived: 1</br>Pclass: 1</br>Name: Hays, Miss. Margaret Bechstein</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 11767</br>Fare: 83.1583</br>Cabin: C54</br>Embarked: C",
-          "PassengerId: 312</br>Survived: 1</br>Pclass: 1</br>Name: Ryerson, Miss. Emily Borie</br>Sex: female</br>Age: 18.0</br>SibSp: 2</br>Parch: 2</br>Ticket: PC 17608</br>Fare: 262.375</br>Cabin: B57 B59 B63 B66</br>Embarked: C",
-          "PassengerId: 316</br>Survived: 1</br>Pclass: 3</br>Name: Nilsson, Miss. Helmina Josefina</br>Sex: female</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347470</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 317</br>Survived: 1</br>Pclass: 2</br>Name: Kantor, Mrs. Sinai (Miriam Sternin)</br>Sex: female</br>Age: 24.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 244367</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 319</br>Survived: 1</br>Pclass: 1</br>Name: Wick, Miss. Mary Natalie</br>Sex: female</br>Age: 31.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 36928</br>Fare: 164.8667</br>Cabin: C7</br>Embarked: S",
-          "PassengerId: 320</br>Survived: 1</br>Pclass: 1</br>Name: Spedden, Mrs. Frederic Oakley (Margaretta Corning Stone)</br>Sex: female</br>Age: 40.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 16966</br>Fare: 134.5</br>Cabin: E34</br>Embarked: C",
-          "PassengerId: 323</br>Survived: 1</br>Pclass: 2</br>Name: Slayter, Miss. Hilda Mary</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 234818</br>Fare: 12.35</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 324</br>Survived: 1</br>Pclass: 2</br>Name: Caldwell, Mrs. Albert Francis (Sylvia Mae Harbaugh)</br>Sex: female</br>Age: 22.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 248738</br>Fare: 29.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 326</br>Survived: 1</br>Pclass: 1</br>Name: Young, Miss. Marie Grice</br>Sex: female</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17760</br>Fare: 135.6333</br>Cabin: C32</br>Embarked: C",
-          "PassengerId: 328</br>Survived: 1</br>Pclass: 2</br>Name: Ball, Mrs. (Ada E Hall)</br>Sex: female</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28551</br>Fare: 13.0</br>Cabin: D</br>Embarked: S",
-          "PassengerId: 329</br>Survived: 1</br>Pclass: 3</br>Name: Goldsmith, Mrs. Frank John (Emily Alice Brown)</br>Sex: female</br>Age: 31.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 363291</br>Fare: 20.525</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 330</br>Survived: 1</br>Pclass: 1</br>Name: Hippach, Miss. Jean Gertrude</br>Sex: female</br>Age: 16.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 111361</br>Fare: 57.9792</br>Cabin: B18</br>Embarked: C",
-          "PassengerId: 338</br>Survived: 1</br>Pclass: 1</br>Name: Burns, Miss. Elizabeth Margaret</br>Sex: female</br>Age: 41.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 16966</br>Fare: 134.5</br>Cabin: E40</br>Embarked: C",
-          "PassengerId: 339</br>Survived: 1</br>Pclass: 3</br>Name: Dahl, Mr. Karl Edwart</br>Sex: male</br>Age: 45.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 7598</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 341</br>Survived: 1</br>Pclass: 2</br>Name: Navratil, Master. Edmond Roger</br>Sex: male</br>Age: 2.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 230080</br>Fare: 26.0</br>Cabin: F2</br>Embarked: S",
-          "PassengerId: 342</br>Survived: 1</br>Pclass: 1</br>Name: Fortune, Miss. Alice Elizabeth</br>Sex: female</br>Age: 24.0</br>SibSp: 3</br>Parch: 2</br>Ticket: 19950</br>Fare: 263.0</br>Cabin: C23 C25 C27</br>Embarked: S",
-          "PassengerId: 346</br>Survived: 1</br>Pclass: 2</br>Name: Brown, Miss. Amelia \"Mildred\"</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 248733</br>Fare: 13.0</br>Cabin: F33</br>Embarked: S",
-          "PassengerId: 347</br>Survived: 1</br>Pclass: 2</br>Name: Smith, Miss. Marion Elsie</br>Sex: female</br>Age: 40.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 31418</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 349</br>Survived: 1</br>Pclass: 3</br>Name: Coutts, Master. William Loch \"William\"</br>Sex: male</br>Age: 3.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 37671</br>Fare: 15.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 357</br>Survived: 1</br>Pclass: 1</br>Name: Bowerman, Miss. Elsie Edith</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 113505</br>Fare: 55.0</br>Cabin: E33</br>Embarked: S",
-          "PassengerId: 367</br>Survived: 1</br>Pclass: 1</br>Name: Warren, Mrs. Frank Manley (Anna Sophia Atkinson)</br>Sex: female</br>Age: 60.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 110813</br>Fare: 75.25</br>Cabin: D37</br>Embarked: C",
-          "PassengerId: 370</br>Survived: 1</br>Pclass: 1</br>Name: Aubart, Mme. Leontine Pauline</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17477</br>Fare: 69.3</br>Cabin: B35</br>Embarked: C",
-          "PassengerId: 371</br>Survived: 1</br>Pclass: 1</br>Name: Harder, Mr. George Achilles</br>Sex: male</br>Age: 25.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 11765</br>Fare: 55.4417</br>Cabin: E50</br>Embarked: C",
-          "PassengerId: 377</br>Survived: 1</br>Pclass: 3</br>Name: Landergren, Miss. Aurora Adelia</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C 7077</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 381</br>Survived: 1</br>Pclass: 1</br>Name: Bidois, Miss. Rosalie</br>Sex: female</br>Age: 42.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17757</br>Fare: 227.525</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 382</br>Survived: 1</br>Pclass: 3</br>Name: Nakid, Miss. Maria (\"Mary\")</br>Sex: female</br>Age: 1.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 2653</br>Fare: 15.7417</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 384</br>Survived: 1</br>Pclass: 1</br>Name: Holverson, Mrs. Alexander Oskar (Mary Aline Towner)</br>Sex: female</br>Age: 35.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113789</br>Fare: 52.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 388</br>Survived: 1</br>Pclass: 2</br>Name: Buss, Miss. Kate</br>Sex: female</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 27849</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 390</br>Survived: 1</br>Pclass: 2</br>Name: Lehmann, Miss. Bertha</br>Sex: female</br>Age: 17.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SC 1748</br>Fare: 12.0</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 391</br>Survived: 1</br>Pclass: 1</br>Name: Carter, Mr. William Ernest</br>Sex: male</br>Age: 36.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 113760</br>Fare: 120.0</br>Cabin: B96 B98</br>Embarked: S",
-          "PassengerId: 392</br>Survived: 1</br>Pclass: 3</br>Name: Jansson, Mr. Carl Olof</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350034</br>Fare: 7.7958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 394</br>Survived: 1</br>Pclass: 1</br>Name: Newell, Miss. Marjorie</br>Sex: female</br>Age: 23.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 35273</br>Fare: 113.275</br>Cabin: D36</br>Embarked: C",
-          "PassengerId: 395</br>Survived: 1</br>Pclass: 3</br>Name: Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 2</br>Ticket: PP 9549</br>Fare: 16.7</br>Cabin: G6</br>Embarked: S",
-          "PassengerId: 400</br>Survived: 1</br>Pclass: 2</br>Name: Trout, Mrs. William H (Jessie L)</br>Sex: female</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 240929</br>Fare: 12.65</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 401</br>Survived: 1</br>Pclass: 3</br>Name: Niskanen, Mr. Juha</br>Sex: male</br>Age: 39.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101289</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 408</br>Survived: 1</br>Pclass: 2</br>Name: Richards, Master. William Rowe</br>Sex: male</br>Age: 3.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 29106</br>Fare: 18.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 413</br>Survived: 1</br>Pclass: 1</br>Name: Minahan, Miss. Daisy E</br>Sex: female</br>Age: 33.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 19928</br>Fare: 90.0</br>Cabin: C78</br>Embarked: Q",
-          "PassengerId: 415</br>Survived: 1</br>Pclass: 3</br>Name: Sundman, Mr. Johan Julian</br>Sex: male</br>Age: 44.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101269</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 417</br>Survived: 1</br>Pclass: 2</br>Name: Drew, Mrs. James Vivian (Lulu Thorne Christian)</br>Sex: female</br>Age: 34.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 28220</br>Fare: 32.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 418</br>Survived: 1</br>Pclass: 2</br>Name: Silven, Miss. Lyyli Karoliina</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 250652</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 427</br>Survived: 1</br>Pclass: 2</br>Name: Clarke, Mrs. Charles V (Ada Maria Winfield)</br>Sex: female</br>Age: 28.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2003</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 428</br>Survived: 1</br>Pclass: 2</br>Name: Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")</br>Sex: female</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250655</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 430</br>Survived: 1</br>Pclass: 3</br>Name: Pickard, Mr. Berk (Berk Trembisky)</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O.Q. 392078</br>Fare: 8.05</br>Cabin: E10</br>Embarked: S",
-          "PassengerId: 431</br>Survived: 1</br>Pclass: 1</br>Name: Bjornstrom-Steffansson, Mr. Mauritz Hakan</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 110564</br>Fare: 26.55</br>Cabin: C52</br>Embarked: S",
-          "PassengerId: 433</br>Survived: 1</br>Pclass: 2</br>Name: Louch, Mrs. Charles Alexander (Alice Adelaide Slow)</br>Sex: female</br>Age: 42.0</br>SibSp: 1</br>Parch: 0</br>Ticket: SC/AH 3085</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 436</br>Survived: 1</br>Pclass: 1</br>Name: Carter, Miss. Lucile Polk</br>Sex: female</br>Age: 14.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 113760</br>Fare: 120.0</br>Cabin: B96 B98</br>Embarked: S",
-          "PassengerId: 438</br>Survived: 1</br>Pclass: 2</br>Name: Richards, Mrs. Sidney (Emily Hocking)</br>Sex: female</br>Age: 24.0</br>SibSp: 2</br>Parch: 3</br>Ticket: 29106</br>Fare: 18.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 441</br>Survived: 1</br>Pclass: 2</br>Name: Hart, Mrs. Benjamin (Esther Ada Bloomfield)</br>Sex: female</br>Age: 45.0</br>SibSp: 1</br>Parch: 1</br>Ticket: F.C.C. 13529</br>Fare: 26.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 444</br>Survived: 1</br>Pclass: 2</br>Name: Reynaldo, Ms. Encarnacion</br>Sex: female</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 230434</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 446</br>Survived: 1</br>Pclass: 1</br>Name: Dodge, Master. Washington</br>Sex: male</br>Age: 4.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 33638</br>Fare: 81.8583</br>Cabin: A34</br>Embarked: S",
-          "PassengerId: 447</br>Survived: 1</br>Pclass: 2</br>Name: Mellinger, Miss. Madeleine Violet</br>Sex: female</br>Age: 13.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 250644</br>Fare: 19.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 448</br>Survived: 1</br>Pclass: 1</br>Name: Seward, Mr. Frederic Kimber</br>Sex: male</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113794</br>Fare: 26.55</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 449</br>Survived: 1</br>Pclass: 3</br>Name: Baclini, Miss. Marie Catherine</br>Sex: female</br>Age: 5.0</br>SibSp: 2</br>Parch: 1</br>Ticket: 2666</br>Fare: 19.2583</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 450</br>Survived: 1</br>Pclass: 1</br>Name: Peuchen, Major. Arthur Godfrey</br>Sex: male</br>Age: 52.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113786</br>Fare: 30.5</br>Cabin: C104</br>Embarked: S",
-          "PassengerId: 454</br>Survived: 1</br>Pclass: 1</br>Name: Goldenberg, Mr. Samuel L</br>Sex: male</br>Age: 49.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 17453</br>Fare: 89.1042</br>Cabin: C92</br>Embarked: C",
-          "PassengerId: 456</br>Survived: 1</br>Pclass: 3</br>Name: Jalsevac, Mr. Ivan</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349240</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 459</br>Survived: 1</br>Pclass: 2</br>Name: Toomey, Miss. Ellen</br>Sex: female</br>Age: 50.0</br>SibSp: 0</br>Parch: 0</br>Ticket: F.C.C. 13531</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 461</br>Survived: 1</br>Pclass: 1</br>Name: Anderson, Mr. Harry</br>Sex: male</br>Age: 48.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 19952</br>Fare: 26.55</br>Cabin: E12</br>Embarked: S",
-          "PassengerId: 470</br>Survived: 1</br>Pclass: 3</br>Name: Baclini, Miss. Helene Barbara</br>Sex: female</br>Age: 0.75</br>SibSp: 2</br>Parch: 1</br>Ticket: 2666</br>Fare: 19.2583</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 473</br>Survived: 1</br>Pclass: 2</br>Name: West, Mrs. Edwy Arthur (Ada Mary Worth)</br>Sex: female</br>Age: 33.0</br>SibSp: 1</br>Parch: 2</br>Ticket: C.A. 34651</br>Fare: 27.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 474</br>Survived: 1</br>Pclass: 2</br>Name: Jerwan, Mrs. Amin S (Marie Marthe Thuillard)</br>Sex: female</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SC/AH Basle 541</br>Fare: 13.7917</br>Cabin: D</br>Embarked: C",
-          "PassengerId: 480</br>Survived: 1</br>Pclass: 3</br>Name: Hirvonen, Miss. Hildur E</br>Sex: female</br>Age: 2.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 3101298</br>Fare: 12.2875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 484</br>Survived: 1</br>Pclass: 3</br>Name: Turkula, Mrs. (Hedwig)</br>Sex: female</br>Age: 63.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 4134</br>Fare: 9.5875</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 485</br>Survived: 1</br>Pclass: 1</br>Name: Bishop, Mr. Dickinson H</br>Sex: male</br>Age: 25.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 11967</br>Fare: 91.0792</br>Cabin: B49</br>Embarked: C",
-          "PassengerId: 487</br>Survived: 1</br>Pclass: 1</br>Name: Hoyt, Mrs. Frederick Maxfield (Jane Anne Forby)</br>Sex: female</br>Age: 35.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 19943</br>Fare: 90.0</br>Cabin: C93</br>Embarked: S",
-          "PassengerId: 490</br>Survived: 1</br>Pclass: 3</br>Name: Coutts, Master. Eden Leslie \"Neville\"</br>Sex: male</br>Age: 9.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 37671</br>Fare: 15.9</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 497</br>Survived: 1</br>Pclass: 1</br>Name: Eustis, Miss. Elizabeth Mussey</br>Sex: female</br>Age: 54.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 36947</br>Fare: 78.2667</br>Cabin: D20</br>Embarked: C",
-          "PassengerId: 505</br>Survived: 1</br>Pclass: 1</br>Name: Maioni, Miss. Roberta</br>Sex: female</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 110152</br>Fare: 86.5</br>Cabin: B79</br>Embarked: S",
-          "PassengerId: 507</br>Survived: 1</br>Pclass: 2</br>Name: Quick, Mrs. Frederick Charles (Jane Richards)</br>Sex: female</br>Age: 33.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 26360</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 510</br>Survived: 1</br>Pclass: 3</br>Name: Lang, Mr. Fang</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 1601</br>Fare: 56.4958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 511</br>Survived: 1</br>Pclass: 3</br>Name: Daly, Mr. Eugene Patrick</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 382651</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
-          "PassengerId: 513</br>Survived: 1</br>Pclass: 1</br>Name: McGough, Mr. James Robert</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17473</br>Fare: 26.2875</br>Cabin: E25</br>Embarked: S",
-          "PassengerId: 514</br>Survived: 1</br>Pclass: 1</br>Name: Rothschild, Mrs. Martin (Elizabeth L. Barrett)</br>Sex: female</br>Age: 54.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17603</br>Fare: 59.4</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 517</br>Survived: 1</br>Pclass: 2</br>Name: Lemore, Mrs. (Amelia Milley)</br>Sex: female</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 34260</br>Fare: 10.5</br>Cabin: F33</br>Embarked: S",
-          "PassengerId: 519</br>Survived: 1</br>Pclass: 2</br>Name: Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)</br>Sex: female</br>Age: 36.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 226875</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 521</br>Survived: 1</br>Pclass: 1</br>Name: Perreault, Miss. Anne</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 12749</br>Fare: 93.5</br>Cabin: B73</br>Embarked: S",
-          "PassengerId: 524</br>Survived: 1</br>Pclass: 1</br>Name: Hippach, Mrs. Louis Albert (Ida Sophia Fischer)</br>Sex: female</br>Age: 44.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 111361</br>Fare: 57.9792</br>Cabin: B18</br>Embarked: C",
-          "PassengerId: 527</br>Survived: 1</br>Pclass: 2</br>Name: Ridsdale, Miss. Lucy</br>Sex: female</br>Age: 50.0</br>SibSp: 0</br>Parch: 0</br>Ticket: W./C. 14258</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 531</br>Survived: 1</br>Pclass: 2</br>Name: Quick, Miss. Phyllis May</br>Sex: female</br>Age: 2.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 26360</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 536</br>Survived: 1</br>Pclass: 2</br>Name: Hart, Miss. Eva Miriam</br>Sex: female</br>Age: 7.0</br>SibSp: 0</br>Parch: 2</br>Ticket: F.C.C. 13529</br>Fare: 26.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 538</br>Survived: 1</br>Pclass: 1</br>Name: LeRoy, Miss. Bertha</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17761</br>Fare: 106.425</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 540</br>Survived: 1</br>Pclass: 1</br>Name: Frolicher, Miss. Hedwig Margaritha</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 13568</br>Fare: 49.5</br>Cabin: B39</br>Embarked: C",
-          "PassengerId: 541</br>Survived: 1</br>Pclass: 1</br>Name: Crosby, Miss. Harriet R</br>Sex: female</br>Age: 36.0</br>SibSp: 0</br>Parch: 2</br>Ticket: WE/P 5735</br>Fare: 71.0</br>Cabin: B22</br>Embarked: S",
-          "PassengerId: 544</br>Survived: 1</br>Pclass: 2</br>Name: Beane, Mr. Edward</br>Sex: male</br>Age: 32.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2908</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 547</br>Survived: 1</br>Pclass: 2</br>Name: Beane, Mrs. Edward (Ethel Clarke)</br>Sex: female</br>Age: 19.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2908</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 550</br>Survived: 1</br>Pclass: 2</br>Name: Davies, Master. John Morgan Jr</br>Sex: male</br>Age: 8.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 33112</br>Fare: 36.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 551</br>Survived: 1</br>Pclass: 1</br>Name: Thayer, Mr. John Borland Jr</br>Sex: male</br>Age: 17.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 17421</br>Fare: 110.8833</br>Cabin: C70</br>Embarked: C",
-          "PassengerId: 554</br>Survived: 1</br>Pclass: 3</br>Name: Leeni, Mr. Fahim (\"Philip Zenni\")</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2620</br>Fare: 7.225</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 555</br>Survived: 1</br>Pclass: 3</br>Name: Ohman, Miss. Velin</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347085</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 557</br>Survived: 1</br>Pclass: 1</br>Name: Duff Gordon, Lady. (Lucille Christiana Sutherland) (\"Mrs Morgan\")</br>Sex: female</br>Age: 48.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 11755</br>Fare: 39.6</br>Cabin: A16</br>Embarked: C",
-          "PassengerId: 559</br>Survived: 1</br>Pclass: 1</br>Name: Taussig, Mrs. Emil (Tillie Mandelbaum)</br>Sex: female</br>Age: 39.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 110413</br>Fare: 79.65</br>Cabin: E67</br>Embarked: S",
-          "PassengerId: 560</br>Survived: 1</br>Pclass: 3</br>Name: de Messemaeker, Mrs. Guillaume Joseph (Emma)</br>Sex: female</br>Age: 36.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 345572</br>Fare: 17.4</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 570</br>Survived: 1</br>Pclass: 3</br>Name: Jonsson, Mr. Carl</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350417</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 571</br>Survived: 1</br>Pclass: 2</br>Name: Harris, Mr. George</br>Sex: male</br>Age: 62.0</br>SibSp: 0</br>Parch: 0</br>Ticket: S.W./PP 752</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 572</br>Survived: 1</br>Pclass: 1</br>Name: Appleton, Mrs. Edward Dale (Charlotte Lamson)</br>Sex: female</br>Age: 53.0</br>SibSp: 2</br>Parch: 0</br>Ticket: 11769</br>Fare: 51.4792</br>Cabin: C101</br>Embarked: S",
-          "PassengerId: 573</br>Survived: 1</br>Pclass: 1</br>Name: Flynn, Mr. John Irwin (\"Irving\")</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17474</br>Fare: 26.3875</br>Cabin: E25</br>Embarked: S",
-          "PassengerId: 577</br>Survived: 1</br>Pclass: 2</br>Name: Garside, Miss. Ethel</br>Sex: female</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 243880</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 578</br>Survived: 1</br>Pclass: 1</br>Name: Silvey, Mrs. William Baird (Alice Munger)</br>Sex: female</br>Age: 39.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 13507</br>Fare: 55.9</br>Cabin: E44</br>Embarked: S",
-          "PassengerId: 580</br>Survived: 1</br>Pclass: 3</br>Name: Jussila, Mr. Eiriik</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101286</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 581</br>Survived: 1</br>Pclass: 2</br>Name: Christy, Miss. Julie Rachel</br>Sex: female</br>Age: 25.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 237789</br>Fare: 30.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 582</br>Survived: 1</br>Pclass: 1</br>Name: Thayer, Mrs. John Borland (Marian Longstreth Morris)</br>Sex: female</br>Age: 39.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 17421</br>Fare: 110.8833</br>Cabin: C68</br>Embarked: C",
-          "PassengerId: 586</br>Survived: 1</br>Pclass: 1</br>Name: Taussig, Miss. Ruth</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 110413</br>Fare: 79.65</br>Cabin: E68</br>Embarked: S",
-          "PassengerId: 588</br>Survived: 1</br>Pclass: 1</br>Name: Frolicher-Stehli, Mr. Maxmillian</br>Sex: male</br>Age: 60.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 13567</br>Fare: 79.2</br>Cabin: B41</br>Embarked: C",
-          "PassengerId: 592</br>Survived: 1</br>Pclass: 1</br>Name: Stephenson, Mrs. Walter Bertram (Martha Eustis)</br>Sex: female</br>Age: 52.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 36947</br>Fare: 78.2667</br>Cabin: D20</br>Embarked: C",
-          "PassengerId: 600</br>Survived: 1</br>Pclass: 1</br>Name: Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")</br>Sex: male</br>Age: 49.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17485</br>Fare: 56.9292</br>Cabin: A20</br>Embarked: C",
-          "PassengerId: 601</br>Survived: 1</br>Pclass: 2</br>Name: Jacobsohn, Mrs. Sidney Samuel (Amy Frances Christy)</br>Sex: female</br>Age: 24.0</br>SibSp: 2</br>Parch: 1</br>Ticket: 243847</br>Fare: 27.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 605</br>Survived: 1</br>Pclass: 1</br>Name: Homer, Mr. Harry (\"Mr E Haven\")</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 111426</br>Fare: 26.55</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 608</br>Survived: 1</br>Pclass: 1</br>Name: Daniel, Mr. Robert Williams</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113804</br>Fare: 30.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 609</br>Survived: 1</br>Pclass: 2</br>Name: Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)</br>Sex: female</br>Age: 22.0</br>SibSp: 1</br>Parch: 2</br>Ticket: SC/Paris 2123</br>Fare: 41.5792</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 610</br>Survived: 1</br>Pclass: 1</br>Name: Shutes, Miss. Elizabeth W</br>Sex: female</br>Age: 40.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17582</br>Fare: 153.4625</br>Cabin: C125</br>Embarked: S",
-          "PassengerId: 616</br>Survived: 1</br>Pclass: 2</br>Name: Herman, Miss. Alice</br>Sex: female</br>Age: 24.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 220845</br>Fare: 65.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 619</br>Survived: 1</br>Pclass: 2</br>Name: Becker, Miss. Marion Louise</br>Sex: female</br>Age: 4.0</br>SibSp: 2</br>Parch: 1</br>Ticket: 230136</br>Fare: 39.0</br>Cabin: F4</br>Embarked: S",
-          "PassengerId: 622</br>Survived: 1</br>Pclass: 1</br>Name: Kimball, Mr. Edwin Nelson Jr</br>Sex: male</br>Age: 42.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 11753</br>Fare: 52.5542</br>Cabin: D19</br>Embarked: S",
-          "PassengerId: 623</br>Survived: 1</br>Pclass: 3</br>Name: Nakid, Mr. Sahid</br>Sex: male</br>Age: 20.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 2653</br>Fare: 15.7417</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 628</br>Survived: 1</br>Pclass: 1</br>Name: Longley, Miss. Gretchen Fiske</br>Sex: female</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 13502</br>Fare: 77.9583</br>Cabin: D9</br>Embarked: S",
-          "PassengerId: 631</br>Survived: 1</br>Pclass: 1</br>Name: Barkworth, Mr. Algernon Henry Wilson</br>Sex: male</br>Age: 80.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 27042</br>Fare: 30.0</br>Cabin: A23</br>Embarked: S",
-          "PassengerId: 633</br>Survived: 1</br>Pclass: 1</br>Name: Stahelin-Maeglin, Dr. Max</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 13214</br>Fare: 30.5</br>Cabin: B50</br>Embarked: C",
-          "PassengerId: 636</br>Survived: 1</br>Pclass: 2</br>Name: Davis, Miss. Mary</br>Sex: female</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 237668</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 642</br>Survived: 1</br>Pclass: 1</br>Name: Sagesser, Mlle. Emma</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17477</br>Fare: 69.3</br>Cabin: B35</br>Embarked: C",
-          "PassengerId: 645</br>Survived: 1</br>Pclass: 3</br>Name: Baclini, Miss. Eugenie</br>Sex: female</br>Age: 0.75</br>SibSp: 2</br>Parch: 1</br>Ticket: 2666</br>Fare: 19.2583</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 646</br>Survived: 1</br>Pclass: 1</br>Name: Harper, Mr. Henry Sleeper</br>Sex: male</br>Age: 48.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17572</br>Fare: 76.7292</br>Cabin: D33</br>Embarked: C",
-          "PassengerId: 648</br>Survived: 1</br>Pclass: 1</br>Name: Simonius-Blumer, Col. Oberst Alfons</br>Sex: male</br>Age: 56.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 13213</br>Fare: 35.5</br>Cabin: A26</br>Embarked: C",
-          "PassengerId: 650</br>Survived: 1</br>Pclass: 3</br>Name: Stanley, Miss. Amy Zillah Elsie</br>Sex: female</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: CA. 2314</br>Fare: 7.55</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 652</br>Survived: 1</br>Pclass: 2</br>Name: Doling, Miss. Elsie</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 231919</br>Fare: 23.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 661</br>Survived: 1</br>Pclass: 1</br>Name: Frauenthal, Dr. Henry William</br>Sex: male</br>Age: 50.0</br>SibSp: 2</br>Parch: 0</br>Ticket: PC 17611</br>Fare: 133.65</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 665</br>Survived: 1</br>Pclass: 3</br>Name: Lindqvist, Mr. Eino William</br>Sex: male</br>Age: 20.0</br>SibSp: 1</br>Parch: 0</br>Ticket: STON/O 2. 3101285</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 671</br>Survived: 1</br>Pclass: 2</br>Name: Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)</br>Sex: female</br>Age: 40.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 29750</br>Fare: 39.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 674</br>Survived: 1</br>Pclass: 2</br>Name: Wilhelms, Mr. Charles</br>Sex: male</br>Age: 31.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 244270</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 678</br>Survived: 1</br>Pclass: 3</br>Name: Turja, Miss. Anna Sofia</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 4138</br>Fare: 9.8417</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 680</br>Survived: 1</br>Pclass: 1</br>Name: Cardeza, Mr. Thomas Drake Martinez</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17755</br>Fare: 512.3292</br>Cabin: B51 B53 B55</br>Embarked: C",
-          "PassengerId: 682</br>Survived: 1</br>Pclass: 1</br>Name: Hassab, Mr. Hammad</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17572</br>Fare: 76.7292</br>Cabin: D49</br>Embarked: C",
-          "PassengerId: 690</br>Survived: 1</br>Pclass: 1</br>Name: Madill, Miss. Georgette Alexandra</br>Sex: female</br>Age: 15.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 24160</br>Fare: 211.3375</br>Cabin: B5</br>Embarked: S",
-          "PassengerId: 691</br>Survived: 1</br>Pclass: 1</br>Name: Dick, Mr. Albert Adrian</br>Sex: male</br>Age: 31.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 17474</br>Fare: 57.0</br>Cabin: B20</br>Embarked: S",
-          "PassengerId: 692</br>Survived: 1</br>Pclass: 3</br>Name: Karun, Miss. Manca</br>Sex: female</br>Age: 4.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 349256</br>Fare: 13.4167</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 701</br>Survived: 1</br>Pclass: 1</br>Name: Astor, Mrs. John Jacob (Madeleine Talmadge Force)</br>Sex: female</br>Age: 18.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17757</br>Fare: 227.525</br>Cabin: C62 C64</br>Embarked: C",
-          "PassengerId: 702</br>Survived: 1</br>Pclass: 1</br>Name: Silverthorne, Mr. Spencer Victor</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17475</br>Fare: 26.2875</br>Cabin: E24</br>Embarked: S",
-          "PassengerId: 707</br>Survived: 1</br>Pclass: 2</br>Name: Kelly, Mrs. Florence \"Fannie\"</br>Sex: female</br>Age: 45.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 223596</br>Fare: 13.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 708</br>Survived: 1</br>Pclass: 1</br>Name: Calderhead, Mr. Edward Pennington</br>Sex: male</br>Age: 42.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17476</br>Fare: 26.2875</br>Cabin: E24</br>Embarked: S",
-          "PassengerId: 709</br>Survived: 1</br>Pclass: 1</br>Name: Cleaver, Miss. Alice</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113781</br>Fare: 151.55</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 711</br>Survived: 1</br>Pclass: 1</br>Name: Mayne, Mlle. Berthe Antonine (\"Mrs de Villiers\")</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17482</br>Fare: 49.5042</br>Cabin: C90</br>Embarked: C",
-          "PassengerId: 713</br>Survived: 1</br>Pclass: 1</br>Name: Taylor, Mr. Elmer Zebley</br>Sex: male</br>Age: 48.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 19996</br>Fare: 52.0</br>Cabin: C126</br>Embarked: S",
-          "PassengerId: 717</br>Survived: 1</br>Pclass: 1</br>Name: Endres, Miss. Caroline Louise</br>Sex: female</br>Age: 38.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17757</br>Fare: 227.525</br>Cabin: C45</br>Embarked: C",
-          "PassengerId: 718</br>Survived: 1</br>Pclass: 2</br>Name: Troutt, Miss. Edwina Celia \"Winnie\"</br>Sex: female</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 34218</br>Fare: 10.5</br>Cabin: E101</br>Embarked: S",
-          "PassengerId: 721</br>Survived: 1</br>Pclass: 2</br>Name: Harper, Miss. Annie Jessie \"Nina\"</br>Sex: female</br>Age: 6.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 248727</br>Fare: 33.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 725</br>Survived: 1</br>Pclass: 1</br>Name: Chambers, Mr. Norman Campbell</br>Sex: male</br>Age: 27.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113806</br>Fare: 53.1</br>Cabin: E8</br>Embarked: S",
-          "PassengerId: 727</br>Survived: 1</br>Pclass: 2</br>Name: Renouf, Mrs. Peter Henry (Lillian Jefferys)</br>Sex: female</br>Age: 30.0</br>SibSp: 3</br>Parch: 0</br>Ticket: 31027</br>Fare: 21.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 731</br>Survived: 1</br>Pclass: 1</br>Name: Allen, Miss. Elisabeth Walton</br>Sex: female</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 24160</br>Fare: 211.3375</br>Cabin: B5</br>Embarked: S",
-          "PassengerId: 738</br>Survived: 1</br>Pclass: 1</br>Name: Lesurer, Mr. Gustave J</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17755</br>Fare: 512.3292</br>Cabin: B101</br>Embarked: C",
-          "PassengerId: 743</br>Survived: 1</br>Pclass: 1</br>Name: Ryerson, Miss. Susan Parker \"Suzette\"</br>Sex: female</br>Age: 21.0</br>SibSp: 2</br>Parch: 2</br>Ticket: PC 17608</br>Fare: 262.375</br>Cabin: B57 B59 B63 B66</br>Embarked: C",
-          "PassengerId: 745</br>Survived: 1</br>Pclass: 3</br>Name: Stranden, Mr. Juho</br>Sex: male</br>Age: 31.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101288</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 748</br>Survived: 1</br>Pclass: 2</br>Name: Sinkkonen, Miss. Anna</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250648</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 751</br>Survived: 1</br>Pclass: 2</br>Name: Wells, Miss. Joan</br>Sex: female</br>Age: 4.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 29103</br>Fare: 23.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 752</br>Survived: 1</br>Pclass: 3</br>Name: Moor, Master. Meier</br>Sex: male</br>Age: 6.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 392096</br>Fare: 12.475</br>Cabin: E121</br>Embarked: S",
-          "PassengerId: 755</br>Survived: 1</br>Pclass: 2</br>Name: Herman, Mrs. Samuel (Jane Laver)</br>Sex: female</br>Age: 48.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 220845</br>Fare: 65.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 756</br>Survived: 1</br>Pclass: 2</br>Name: Hamalainen, Master. Viljo</br>Sex: male</br>Age: 0.67</br>SibSp: 1</br>Parch: 1</br>Ticket: 250649</br>Fare: 14.5</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 760</br>Survived: 1</br>Pclass: 1</br>Name: Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)</br>Sex: female</br>Age: 33.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 110152</br>Fare: 86.5</br>Cabin: B77</br>Embarked: S",
-          "PassengerId: 763</br>Survived: 1</br>Pclass: 3</br>Name: Barah, Mr. Hanna Assi</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2663</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 764</br>Survived: 1</br>Pclass: 1</br>Name: Carter, Mrs. William Ernest (Lucile Polk)</br>Sex: female</br>Age: 36.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 113760</br>Fare: 120.0</br>Cabin: B96 B98</br>Embarked: S",
-          "PassengerId: 766</br>Survived: 1</br>Pclass: 1</br>Name: Hogeboom, Mrs. John C (Anna Andrews)</br>Sex: female</br>Age: 51.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 13502</br>Fare: 77.9583</br>Cabin: D11</br>Embarked: S",
-          "PassengerId: 775</br>Survived: 1</br>Pclass: 2</br>Name: Hocking, Mrs. Elizabeth (Eliza Needs)</br>Sex: female</br>Age: 54.0</br>SibSp: 1</br>Parch: 3</br>Ticket: 29105</br>Fare: 23.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 778</br>Survived: 1</br>Pclass: 3</br>Name: Emanuel, Miss. Virginia Ethel</br>Sex: female</br>Age: 5.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 364516</br>Fare: 12.475</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 780</br>Survived: 1</br>Pclass: 1</br>Name: Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)</br>Sex: female</br>Age: 43.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 24160</br>Fare: 211.3375</br>Cabin: B3</br>Embarked: S",
-          "PassengerId: 781</br>Survived: 1</br>Pclass: 3</br>Name: Ayoub, Miss. Banoura</br>Sex: female</br>Age: 13.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2687</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 782</br>Survived: 1</br>Pclass: 1</br>Name: Dick, Mrs. Albert Adrian (Vera Gillespie)</br>Sex: female</br>Age: 17.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 17474</br>Fare: 57.0</br>Cabin: B20</br>Embarked: S",
-          "PassengerId: 787</br>Survived: 1</br>Pclass: 3</br>Name: Sjoblom, Miss. Anna Sofia</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 3101265</br>Fare: 7.4958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 789</br>Survived: 1</br>Pclass: 3</br>Name: Dean, Master. Bertram Vere</br>Sex: male</br>Age: 1.0</br>SibSp: 1</br>Parch: 2</br>Ticket: C.A. 2315</br>Fare: 20.575</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 797</br>Survived: 1</br>Pclass: 1</br>Name: Leader, Dr. Alice (Farnham)</br>Sex: female</br>Age: 49.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 17465</br>Fare: 25.9292</br>Cabin: D17</br>Embarked: S",
-          "PassengerId: 798</br>Survived: 1</br>Pclass: 3</br>Name: Osman, Mrs. Mara</br>Sex: female</br>Age: 31.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349244</br>Fare: 8.6833</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 802</br>Survived: 1</br>Pclass: 2</br>Name: Collyer, Mrs. Harvey (Charlotte Annie Tate)</br>Sex: female</br>Age: 31.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 31921</br>Fare: 26.25</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 803</br>Survived: 1</br>Pclass: 1</br>Name: Carter, Master. William Thornton II</br>Sex: male</br>Age: 11.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 113760</br>Fare: 120.0</br>Cabin: B96 B98</br>Embarked: S",
-          "PassengerId: 804</br>Survived: 1</br>Pclass: 3</br>Name: Thomas, Master. Assad Alexander</br>Sex: male</br>Age: 0.42</br>SibSp: 0</br>Parch: 1</br>Ticket: 2625</br>Fare: 8.5167</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 805</br>Survived: 1</br>Pclass: 3</br>Name: Hedman, Mr. Oskar Arvid</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347089</br>Fare: 6.975</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 810</br>Survived: 1</br>Pclass: 1</br>Name: Chambers, Mrs. Norman Campbell (Bertha Griggs)</br>Sex: female</br>Age: 33.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113806</br>Fare: 53.1</br>Cabin: E8</br>Embarked: S",
-          "PassengerId: 821</br>Survived: 1</br>Pclass: 1</br>Name: Hays, Mrs. Charles Melville (Clara Jennings Gregg)</br>Sex: female</br>Age: 52.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 12749</br>Fare: 93.5</br>Cabin: B69</br>Embarked: S",
-          "PassengerId: 822</br>Survived: 1</br>Pclass: 3</br>Name: Lulic, Mr. Nikola</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315098</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 824</br>Survived: 1</br>Pclass: 3</br>Name: Moor, Mrs. (Beila)</br>Sex: female</br>Age: 27.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 392096</br>Fare: 12.475</br>Cabin: E121</br>Embarked: S",
-          "PassengerId: 828</br>Survived: 1</br>Pclass: 2</br>Name: Mallet, Master. Andre</br>Sex: male</br>Age: 1.0</br>SibSp: 0</br>Parch: 2</br>Ticket: S.C./PARIS 2079</br>Fare: 37.0042</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 830</br>Survived: 1</br>Pclass: 1</br>Name: Stone, Mrs. George Nelson (Martha Evelyn)</br>Sex: female</br>Age: 62.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113572</br>Fare: 80.0</br>Cabin: B28</br>Embarked: nan",
-          "PassengerId: 831</br>Survived: 1</br>Pclass: 3</br>Name: Yasbeck, Mrs. Antoni (Selini Alexander)</br>Sex: female</br>Age: 15.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2659</br>Fare: 14.4542</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 832</br>Survived: 1</br>Pclass: 2</br>Name: Richards, Master. George Sibley</br>Sex: male</br>Age: 0.83</br>SibSp: 1</br>Parch: 1</br>Ticket: 29106</br>Fare: 18.75</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 836</br>Survived: 1</br>Pclass: 1</br>Name: Compton, Miss. Sara Rebecca</br>Sex: female</br>Age: 39.0</br>SibSp: 1</br>Parch: 1</br>Ticket: PC 17756</br>Fare: 83.1583</br>Cabin: E49</br>Embarked: C",
-          "PassengerId: 839</br>Survived: 1</br>Pclass: 3</br>Name: Chip, Mr. Chang</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 1601</br>Fare: 56.4958</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 843</br>Survived: 1</br>Pclass: 1</br>Name: Serepeca, Miss. Augusta</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113798</br>Fare: 31.0</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 854</br>Survived: 1</br>Pclass: 1</br>Name: Lines, Miss. Mary Conover</br>Sex: female</br>Age: 16.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17592</br>Fare: 39.4</br>Cabin: D28</br>Embarked: S",
-          "PassengerId: 856</br>Survived: 1</br>Pclass: 3</br>Name: Aks, Mrs. Sam (Leah Rosen)</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 392091</br>Fare: 9.35</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 857</br>Survived: 1</br>Pclass: 1</br>Name: Wick, Mrs. George Dennick (Mary Hitchcock)</br>Sex: female</br>Age: 45.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 36928</br>Fare: 164.8667</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 858</br>Survived: 1</br>Pclass: 1</br>Name: Daly, Mr. Peter Denis </br>Sex: male</br>Age: 51.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113055</br>Fare: 26.55</br>Cabin: E17</br>Embarked: S",
-          "PassengerId: 859</br>Survived: 1</br>Pclass: 3</br>Name: Baclini, Mrs. Solomon (Latifa Qurban)</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 3</br>Ticket: 2666</br>Fare: 19.2583</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 863</br>Survived: 1</br>Pclass: 1</br>Name: Swift, Mrs. Frederick Joel (Margaret Welles Barron)</br>Sex: female</br>Age: 48.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 17466</br>Fare: 25.9292</br>Cabin: D17</br>Embarked: S",
-          "PassengerId: 866</br>Survived: 1</br>Pclass: 2</br>Name: Bystrom, Mrs. (Karolina)</br>Sex: female</br>Age: 42.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 236852</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 867</br>Survived: 1</br>Pclass: 2</br>Name: Duran y More, Miss. Asuncion</br>Sex: female</br>Age: 27.0</br>SibSp: 1</br>Parch: 0</br>Ticket: SC/PARIS 2149</br>Fare: 13.8583</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 870</br>Survived: 1</br>Pclass: 3</br>Name: Johnson, Master. Harold Theodor</br>Sex: male</br>Age: 4.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 347742</br>Fare: 11.1333</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 872</br>Survived: 1</br>Pclass: 1</br>Name: Beckwith, Mrs. Richard Leonard (Sallie Monypeny)</br>Sex: female</br>Age: 47.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 11751</br>Fare: 52.5542</br>Cabin: D35</br>Embarked: S",
-          "PassengerId: 875</br>Survived: 1</br>Pclass: 2</br>Name: Abelson, Mrs. Samuel (Hannah Wizosky)</br>Sex: female</br>Age: 28.0</br>SibSp: 1</br>Parch: 0</br>Ticket: P/PP 3381</br>Fare: 24.0</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 876</br>Survived: 1</br>Pclass: 3</br>Name: Najib, Miss. Adele Kiamie \"Jane\"</br>Sex: female</br>Age: 15.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2667</br>Fare: 7.225</br>Cabin: nan</br>Embarked: C",
-          "PassengerId: 880</br>Survived: 1</br>Pclass: 1</br>Name: Potter, Mrs. Thomas Jr (Lily Alexenia Wilson)</br>Sex: female</br>Age: 56.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 11767</br>Fare: 83.1583</br>Cabin: C50</br>Embarked: C",
-          "PassengerId: 881</br>Survived: 1</br>Pclass: 2</br>Name: Shelley, Mrs. William (Imanita Parrish Hall)</br>Sex: female</br>Age: 25.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 230433</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
-          "PassengerId: 888</br>Survived: 1</br>Pclass: 1</br>Name: Graham, Miss. Margaret Edith</br>Sex: female</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 112053</br>Fare: 30.0</br>Cabin: B42</br>Embarked: S",
-          "PassengerId: 890</br>Survived: 1</br>Pclass: 1</br>Name: Behr, Mr. Karl Howell</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 111369</br>Fare: 30.0</br>Cabin: C148</br>Embarked: C"
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Harald\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 4.0\\u003c\\u002fbr\\u003eSibSp: 3\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 347088\\u003c\\u002fbr\\u003eFare: 27.9\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 68\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Crease, Mr. Ernest James\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: S.P. 3464\\u003c\\u002fbr\\u003eFare: 8.1583\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 70\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Kink, Mr. Vincenz\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 26.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 315151\\u003c\\u002fbr\\u003eFare: 8.6625\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 71\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Jenkin, Mr. Stephen Curnow\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C.A. 33111\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 72\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Goodwin, Miss. Lillian Amy\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 16.0\\u003c\\u002fbr\\u003eSibSp: 5\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: CA 2144\\u003c\\u002fbr\\u003eFare: 46.9\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 73\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hood, Mr. Ambrose Jr\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: S.O.C. 14879\\u003c\\u002fbr\\u003eFare: 73.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 74\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Chronopoulos, Mr. Apostolos\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 26.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 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Hileni\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 14.5\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2665\\u003c\\u002fbr\\u003eFare: 14.4542\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 113\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Barton, Mr. David John\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 324669\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 114\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Jussila, Miss. Katriina\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 20.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 4136\\u003c\\u002fbr\\u003eFare: 9.825\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 115\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Attalah, Miss. Malake\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2627\\u003c\\u002fbr\\u003eFare: 14.4583\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 116\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Pekoniemi, Mr. Edvard\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO 2. 3101294\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 117\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Connors, Mr. Patrick\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 70.5\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 370369\\u003c\\u002fbr\\u003eFare: 7.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 118\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Turpin, Mr. William John Robert\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11668\\u003c\\u002fbr\\u003eFare: 21.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 119\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Baxter, Mr. Quigg Edmond\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: PC 17558\\u003c\\u002fbr\\u003eFare: 247.5208\\u003c\\u002fbr\\u003eCabin: B58 B60\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 120\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Andersson, Miss. Ellis Anna Maria\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 2.0\\u003c\\u002fbr\\u003eSibSp: 4\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 347082\\u003c\\u002fbr\\u003eFare: 31.275\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 121\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hickman, Mr. Stanley George\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: S.O.C. 14879\\u003c\\u002fbr\\u003eFare: 73.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 123\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Nasser, Mr. Nicholas\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.5\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 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3\\u003c\\u002fbr\\u003eName: Drazenoic, Mr. Jozef\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 33.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349241\\u003c\\u002fbr\\u003eFare: 7.8958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 132\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Coelho, Mr. Domingos Fernandeo\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 20.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SOTON\\u002fO.Q. 3101307\\u003c\\u002fbr\\u003eFare: 7.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 133\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Robins, Mrs. Alexander A (Grace Charity Laury)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 47.0\\u003c\\u002fbr\\u003eSibSp: 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nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 138\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Futrelle, Mr. Jacques Heath\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 37.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113803\\u003c\\u002fbr\\u003eFare: 53.1\\u003c\\u002fbr\\u003eCabin: C123\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 139\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Osen, Mr. Olaf Elon\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 16.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 7534\\u003c\\u002fbr\\u003eFare: 9.2167\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 140\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Giglio, Mr. Victor\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17593\\u003c\\u002fbr\\u003eFare: 79.2\\u003c\\u002fbr\\u003eCabin: B86\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 144\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Burke, Mr. Jeremiah\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 365222\\u003c\\u002fbr\\u003eFare: 6.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 145\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Andrew, Mr. Edgardo Samuel\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 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Robina Maggie \\\"Ruby\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 9.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: W.\\u002fC. 6608\\u003c\\u002fbr\\u003eFare: 34.375\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 149\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Navratil, Mr. Michel (\\\"Louis M Hoffman\\\")\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 36.5\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 230080\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: F2\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 150\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Byles, Rev. Thomas Roussel Davids\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 42.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 244310\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 151\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Bateman, Rev. Robert James\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 51.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: S.O.P. 1166\\u003c\\u002fbr\\u003eFare: 12.525\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 153\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Meo, Mr. Alfonzo\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 55.5\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: A.5. 11206\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 154\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: van Billiard, Mr. Austin Blyler\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 40.5\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: A\\u002f5. 851\\u003c\\u002fbr\\u003eFare: 14.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 156\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Williams, Mr. Charles Duane\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 51.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: PC 17597\\u003c\\u002fbr\\u003eFare: 61.3792\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 158\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Corn, Mr. Harry\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SOTON\\u002fOQ 392090\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 161\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Cribb, Mr. John Hatfield\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 44.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 371362\\u003c\\u002fbr\\u003eFare: 16.1\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 163\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Bengtsson, Mr. John Viktor\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 26.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 347068\\u003c\\u002fbr\\u003eFare: 7.775\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 164\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Calic, Mr. Jovo\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 315093\\u003c\\u002fbr\\u003eFare: 8.6625\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 165\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Panula, Master. Eino Viljami\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 1.0\\u003c\\u002fbr\\u003eSibSp: 4\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 3101295\\u003c\\u002fbr\\u003eFare: 39.6875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 168\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Skoog, Mrs. William (Anna Bernhardina Karlsson)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 45.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 4\\u003c\\u002fbr\\u003eTicket: 347088\\u003c\\u002fbr\\u003eFare: 27.9\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 170\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Ling, Mr. Lee\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 1601\\u003c\\u002fbr\\u003eFare: 56.4958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 171\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Van der hoef, Mr. Wyckoff\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 61.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 111240\\u003c\\u002fbr\\u003eFare: 33.5\\u003c\\u002fbr\\u003eCabin: B19\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 172\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Rice, Master. Arthur\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 4.0\\u003c\\u002fbr\\u003eSibSp: 4\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 382652\\u003c\\u002fbr\\u003eFare: 29.125\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 174\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Sivola, Mr. Antti Wilhelm\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO 2. 3101280\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 175\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Smith, Mr. James Clinch\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 56.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 17764\\u003c\\u002fbr\\u003eFare: 30.6958\\u003c\\u002fbr\\u003eCabin: A7\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 176\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Klasen, Mr. Klas Albin\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 350404\\u003c\\u002fbr\\u003eFare: 7.8542\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 178\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Isham, Miss. Ann Elizabeth\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 50.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17595\\u003c\\u002fbr\\u003eFare: 28.7125\\u003c\\u002fbr\\u003eCabin: C49\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 179\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hale, Mr. Reginald\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 250653\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 180\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Leonard, Mr. Lionel\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: LINE\\u003c\\u002fbr\\u003eFare: 0.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 183\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Asplund, Master. Clarence Gustaf Hugo\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 9.0\\u003c\\u002fbr\\u003eSibSp: 4\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 347077\\u003c\\u002fbr\\u003eFare: 31.3875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 189\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Bourke, Mr. John\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 40.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 364849\\u003c\\u002fbr\\u003eFare: 15.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 190\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Turcin, Mr. Stjepan\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349247\\u003c\\u002fbr\\u003eFare: 7.8958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 192\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Carbines, Mr. William\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 28424\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 198\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Olsen, Mr. Karl Siegwart Andreas\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 42.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 4579\\u003c\\u002fbr\\u003eFare: 8.4042\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 200\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Yrois, Miss. Henriette (\\\"Mrs Harbeck\\\")\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 248747\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 201\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Vande Walle, Mr. Nestor Cyriel\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 345770\\u003c\\u002fbr\\u003eFare: 9.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 203\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Johanson, Mr. Jakob Alfred\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 34.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 3101264\\u003c\\u002fbr\\u003eFare: 6.4958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 204\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Youseff, Mr. Gerious\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 45.5\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2628\\u003c\\u002fbr\\u003eFare: 7.225\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 206\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Strom, Miss. Telma Matilda\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 2.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 347054\\u003c\\u002fbr\\u003eFare: 10.4625\\u003c\\u002fbr\\u003eCabin: G6\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 207\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Backstrom, Mr. Karl Alfred\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 3101278\\u003c\\u002fbr\\u003eFare: 15.85\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 211\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Ali, Mr. Ahmed\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SOTON\\u002fO.Q. 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Aloisia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349236\\u003c\\u002fbr\\u003eFare: 8.85\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 295\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Mineff, Mr. Ivan\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349233\\u003c\\u002fbr\\u003eFare: 7.8958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 297\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Hanna, Mr. Mansour\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 23.5\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2693\\u003c\\u002fbr\\u003eFare: 7.2292\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 298\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Allison, Miss. 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Elina\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 350407\\u003c\\u002fbr\\u003eFare: 7.8542\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 398\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: McKane, Mr. Peter David\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 46.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 28403\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 399\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Pain, Dr. Alfred\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 23.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 244278\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 402\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Adams, Mr. John\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 26.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 341826\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 403\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Jussila, Miss. 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Doolina Margaret \\\"Daisy\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: W.\\u002fC. 6608\\u003c\\u002fbr\\u003eFare: 34.375\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 439\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Fortune, Mr. Mark\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 64.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 4\\u003c\\u002fbr\\u003eTicket: 19950\\u003c\\u002fbr\\u003eFare: 263.0\\u003c\\u002fbr\\u003eCabin: C23 C25 C27\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 440\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Kvillner, Mr. Johan Henrik Johannesson\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 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Mary\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 364846\\u003c\\u002fbr\\u003eFare: 7.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 504\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Laitinen, Miss. Kristina Sofia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 37.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 4135\\u003c\\u002fbr\\u003eFare: 9.5875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 506\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Penasco y Castellana, Mr. Victor de Satode\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17758\\u003c\\u002fbr\\u003eFare: 108.9\\u003c\\u002fbr\\u003eCabin: C65\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 509\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Olsen, Mr. Henry Margido\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C 4001\\u003c\\u002fbr\\u003eFare: 22.525\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 515\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Coleff, Mr. Satio\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349209\\u003c\\u002fbr\\u003eFare: 7.4958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 516\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Walker, Mr. William Anderson\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 47.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 36967\\u003c\\u002fbr\\u003eFare: 34.0208\\u003c\\u002fbr\\u003eCabin: D46\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 520\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Pavlovic, Mr. Stefo\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349242\\u003c\\u002fbr\\u003eFare: 7.8958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 522\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Vovk, Mr. Janko\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349252\\u003c\\u002fbr\\u003eFare: 7.8958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 526\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Farrell, Mr. James\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 40.5\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 367232\\u003c\\u002fbr\\u003eFare: 7.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 529\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Salonen, Mr. Johan Werner\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 39.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 3101296\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 530\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hocking, Mr. Richard George\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 23.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 29104\\u003c\\u002fbr\\u003eFare: 11.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 533\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Elias, Mr. Joseph Jr\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 2690\\u003c\\u002fbr\\u003eFare: 7.2292\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 535\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Cacic, Miss. 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Jamila\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 14.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2651\\u003c\\u002fbr\\u003eFare: 11.2417\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 44\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Laroche, Miss. Simonne Marie Anne Andree\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 3.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: SC\\u002fParis 2123\\u003c\\u002fbr\\u003eFare: 41.5792\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 45\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Devaney, Miss. Margaret Delia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 330958\\u003c\\u002fbr\\u003eFare: 7.8792\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 53\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Harper, Mrs. Henry Sleeper (Myna Haxtun)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 49.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17572\\u003c\\u002fbr\\u003eFare: 76.7292\\u003c\\u002fbr\\u003eCabin: D33\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 54\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Faunthorpe, Mrs. Lizzie (Elizabeth Anne Wilkinson)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2926\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 57\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Rugg, Miss. Emily\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C.A. 31026\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 59\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: West, Miss. Constance Mirium\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 5.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: C.A. 34651\\u003c\\u002fbr\\u003eFare: 27.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 62\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Icard, Miss. Amelie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 38.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113572\\u003c\\u002fbr\\u003eFare: 80.0\\u003c\\u002fbr\\u003eCabin: B28\\u003c\\u002fbr\\u003eEmbarked: nan\",\"PassengerId: 67\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Nye, Mrs. (Elizabeth Ramell)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C.A. 29395\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: F33\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 69\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Andersson, Miss. Erna Alexandra\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 4\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 3101281\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 75\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Bing, Mr. Lee\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 1601\\u003c\\u002fbr\\u003eFare: 56.4958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 79\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Caldwell, Master. Alden Gates\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 0.83\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 248738\\u003c\\u002fbr\\u003eFare: 29.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 80\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Dowdell, Miss. Elizabeth\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 364516\\u003c\\u002fbr\\u003eFare: 12.475\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 82\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Sheerlinck, Mr. Jan Baptist\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 345779\\u003c\\u002fbr\\u003eFare: 9.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 85\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Ilett, Miss. Bertha\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SO\\u002fC 14885\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 86\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Backstrom, Mrs. Karl Alfred (Maria Mathilda Gustafsson)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 33.0\\u003c\\u002fbr\\u003eSibSp: 3\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 3101278\\u003c\\u002fbr\\u003eFare: 15.85\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 89\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Fortune, Miss. Mabel Helen\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 23.0\\u003c\\u002fbr\\u003eSibSp: 3\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 19950\\u003c\\u002fbr\\u003eFare: 263.0\\u003c\\u002fbr\\u003eCabin: C23 C25 C27\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 98\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Greenfield, Mr. William Bertram\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 23.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: PC 17759\\u003c\\u002fbr\\u003eFare: 63.3583\\u003c\\u002fbr\\u003eCabin: D10 D12\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 99\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Doling, Mrs. John T (Ada Julia Bone)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 34.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 231919\\u003c\\u002fbr\\u003eFare: 23.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 107\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Salkjelsvik, Miss. Anna Kristine\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 343120\\u003c\\u002fbr\\u003eFare: 7.65\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 124\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Webber, Miss. Susan\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 32.5\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 27267\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: E101\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 126\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Nicola-Yarred, Master. Elias\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 12.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2651\\u003c\\u002fbr\\u003eFare: 11.2417\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 128\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Madsen, Mr. Fridtjof Arne\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C 17369\\u003c\\u002fbr\\u003eFare: 7.1417\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 134\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Weisz, Mrs. Leopold (Mathilde Francoise Pede)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 228414\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 137\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Newsom, Miss. Helen Monypeny\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 11752\\u003c\\u002fbr\\u003eFare: 26.2833\\u003c\\u002fbr\\u003eCabin: D47\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 142\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Nysten, Miss. Anna Sofia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 347081\\u003c\\u002fbr\\u003eFare: 7.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 143\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Hakkarainen, Mrs. Pekka Pietari (Elin Matilda Dolck)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO2. 3101279\\u003c\\u002fbr\\u003eFare: 15.85\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 147\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Andersson, Mr. August Edvard (\\\"Wennerstrom\\\")\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 350043\\u003c\\u002fbr\\u003eFare: 7.7958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 152\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Pears, Mrs. Thomas (Edith Wearne)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113776\\u003c\\u002fbr\\u003eFare: 66.6\\u003c\\u002fbr\\u003eCabin: C2\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 157\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Gilnagh, Miss. Katherine \\\"Katie\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 16.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 35851\\u003c\\u002fbr\\u003eFare: 7.7333\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 162\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Watt, Mrs. James (Elizabeth \\\"Bessie\\\" Inglis Milne)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 40.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C.A. 33595\\u003c\\u002fbr\\u003eFare: 15.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 166\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Goldsmith, Master. Frank John William \\\"Frankie\\\"\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 9.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 363291\\u003c\\u002fbr\\u003eFare: 20.525\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 173\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Johnson, Miss. Eleanor Ileen\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 1.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 347742\\u003c\\u002fbr\\u003eFare: 11.1333\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 184\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Becker, Master. Richard F\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 1.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 230136\\u003c\\u002fbr\\u003eFare: 39.0\\u003c\\u002fbr\\u003eCabin: F4\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 185\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Kink-Heilmann, Miss. Luise Gretchen\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 4.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 315153\\u003c\\u002fbr\\u003eFare: 22.025\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 188\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Romaine, Mr. Charles Hallace (\\\"Mr C Rolmane\\\")\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 45.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 111428\\u003c\\u002fbr\\u003eFare: 26.55\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 191\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Pinsky, Mrs. (Rosa)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 234604\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 193\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Andersen-Jensen, Miss. Carla Christine Nielsine\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 350046\\u003c\\u002fbr\\u003eFare: 7.8542\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 194\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Navratil, Master. Michel M\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 3.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 230080\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: F2\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 195\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Brown, Mrs. James Joseph (Margaret Tobin)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 44.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17610\\u003c\\u002fbr\\u003eFare: 27.7208\\u003c\\u002fbr\\u003eCabin: B4\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 196\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Lurette, Miss. Elise\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 58.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17569\\u003c\\u002fbr\\u003eFare: 146.5208\\u003c\\u002fbr\\u003eCabin: B80\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 205\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Cohen, Mr. Gurshon \\\"Gus\\\"\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: A\\u002f5 3540\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 208\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Albimona, Mr. Nassef Cassem\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 26.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2699\\u003c\\u002fbr\\u003eFare: 18.7875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 209\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Carr, Miss. Helen \\\"Ellen\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 16.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 367231\\u003c\\u002fbr\\u003eFare: 7.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 210\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Blank, Mr. Henry\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 40.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 112277\\u003c\\u002fbr\\u003eFare: 31.0\\u003c\\u002fbr\\u003eCabin: A31\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 212\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Cameron, Miss. Clear Annie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: F.C.C. 13528\\u003c\\u002fbr\\u003eFare: 21.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 216\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Newell, Miss. Madeleine\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 35273\\u003c\\u002fbr\\u003eFare: 113.275\\u003c\\u002fbr\\u003eCabin: D36\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 217\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Honkanen, Miss. Eliina\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO2. 3101283\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 219\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Bazzani, Miss. Albina\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11813\\u003c\\u002fbr\\u003eFare: 76.2917\\u003c\\u002fbr\\u003eCabin: D15\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 221\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Sunderland, Mr. Victor Francis\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 16.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SOTON\\u002fOQ 392089\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 225\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hoyt, Mr. Frederick Maxfield\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 38.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 19943\\u003c\\u002fbr\\u003eFare: 90.0\\u003c\\u002fbr\\u003eCabin: C93\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 227\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Mellors, Mr. William John\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SW\\u002fPP 751\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 231\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Harris, Mrs. Henry Birkhardt (Irene Wallach)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 36973\\u003c\\u002fbr\\u003eFare: 83.475\\u003c\\u002fbr\\u003eCabin: C83\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 234\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Asplund, Miss. Lillian Gertrud\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 5.0\\u003c\\u002fbr\\u003eSibSp: 4\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 347077\\u003c\\u002fbr\\u003eFare: 31.3875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 238\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Collyer, Miss. Marjorie \\\"Lottie\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 8.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: C.A. 31921\\u003c\\u002fbr\\u003eFare: 26.25\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 248\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hamalainen, Mrs. William (Anna)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 250649\\u003c\\u002fbr\\u003eFare: 14.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 249\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Beckwith, Mr. Richard Leonard\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 37.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 11751\\u003c\\u002fbr\\u003eFare: 52.5542\\u003c\\u002fbr\\u003eCabin: D35\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 256\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Touma, Mrs. Darwis (Hanne Youssef Razi)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 2650\\u003c\\u002fbr\\u003eFare: 15.2458\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 258\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Cherry, Miss. Gladys\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 110152\\u003c\\u002fbr\\u003eFare: 86.5\\u003c\\u002fbr\\u003eCabin: B77\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 259\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Ward, Miss. Anna\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17755\\u003c\\u002fbr\\u003eFare: 512.3292\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 260\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Parrish, Mrs. (Lutie Davis)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 50.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 230433\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 262\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Asplund, Master. Edvin Rojj Felix\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 3.0\\u003c\\u002fbr\\u003eSibSp: 4\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 347077\\u003c\\u002fbr\\u003eFare: 31.3875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 268\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Persson, Mr. Ernst Ulrik\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 25.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 347083\\u003c\\u002fbr\\u003eFare: 7.775\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 269\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Graham, Mrs. William Thompson (Edith Junkins)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 58.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: PC 17582\\u003c\\u002fbr\\u003eFare: 153.4625\\u003c\\u002fbr\\u003eCabin: C125\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 270\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Bissette, Miss. Amelia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17760\\u003c\\u002fbr\\u003eFare: 135.6333\\u003c\\u002fbr\\u003eCabin: C99\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 272\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Tornquist, Mr. William Henry\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 25.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: LINE\\u003c\\u002fbr\\u003eFare: 0.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 273\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Mellinger, Mrs. (Elizabeth Anne Maidment)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 41.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 250644\\u003c\\u002fbr\\u003eFare: 19.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 276\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Andrews, Miss. Kornelia Theodosia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 63.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 13502\\u003c\\u002fbr\\u003eFare: 77.9583\\u003c\\u002fbr\\u003eCabin: D7\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 280\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Abbott, Mrs. Stanton (Rosa Hunt)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: C.A. 2673\\u003c\\u002fbr\\u003eFare: 20.25\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 284\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Dorking, Mr. Edward Arthur\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: A\\u002f5. 10482\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 287\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: de Mulder, Mr. Theodore\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 345774\\u003c\\u002fbr\\u003eFare: 9.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 289\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hosono, Mr. Masabumi\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 42.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 237798\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 290\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Connolly, Miss. Kate\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 370373\\u003c\\u002fbr\\u003eFare: 7.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 291\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Barber, Miss. Ellen \\\"Nellie\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 26.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 19877\\u003c\\u002fbr\\u003eFare: 78.85\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 292\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Bishop, Mrs. Dickinson H (Helen Walton)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11967\\u003c\\u002fbr\\u003eFare: 91.0792\\u003c\\u002fbr\\u003eCabin: B49\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 300\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Baxter, Mrs. James (Helene DeLaudeniere Chaput)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 50.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: PC 17558\\u003c\\u002fbr\\u003eFare: 247.5208\\u003c\\u002fbr\\u003eCabin: B58 B60\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 306\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Allison, Master. Hudson Trevor\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 0.92\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 113781\\u003c\\u002fbr\\u003eFare: 151.55\\u003c\\u002fbr\\u003eCabin: C22 C26\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 308\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Penasco y Castellana, Mrs. Victor de Satode (Maria Josefa Perez de Soto y Vallejo)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17758\\u003c\\u002fbr\\u003eFare: 108.9\\u003c\\u002fbr\\u003eCabin: C65\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 310\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Francatelli, Miss. Laura Mabel\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17485\\u003c\\u002fbr\\u003eFare: 56.9292\\u003c\\u002fbr\\u003eCabin: E36\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 311\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hays, Miss. Margaret Bechstein\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11767\\u003c\\u002fbr\\u003eFare: 83.1583\\u003c\\u002fbr\\u003eCabin: C54\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 312\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Ryerson, Miss. Emily Borie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: PC 17608\\u003c\\u002fbr\\u003eFare: 262.375\\u003c\\u002fbr\\u003eCabin: B57 B59 B63 B66\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 316\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Nilsson, Miss. Helmina Josefina\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 26.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 347470\\u003c\\u002fbr\\u003eFare: 7.8542\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 317\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Kantor, Mrs. Sinai (Miriam Sternin)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 244367\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 319\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Wick, Miss. Mary Natalie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 36928\\u003c\\u002fbr\\u003eFare: 164.8667\\u003c\\u002fbr\\u003eCabin: C7\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 320\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Spedden, Mrs. Frederic Oakley (Margaretta Corning Stone)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 40.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 16966\\u003c\\u002fbr\\u003eFare: 134.5\\u003c\\u002fbr\\u003eCabin: E34\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 323\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Slayter, Miss. Hilda Mary\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 234818\\u003c\\u002fbr\\u003eFare: 12.35\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 324\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Caldwell, Mrs. Albert Francis (Sylvia Mae Harbaugh)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 248738\\u003c\\u002fbr\\u003eFare: 29.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 326\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Young, Miss. Marie Grice\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17760\\u003c\\u002fbr\\u003eFare: 135.6333\\u003c\\u002fbr\\u003eCabin: C32\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 328\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Ball, Mrs. (Ada E Hall)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 28551\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: D\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 329\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Goldsmith, Mrs. Frank John (Emily Alice Brown)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 363291\\u003c\\u002fbr\\u003eFare: 20.525\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 330\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hippach, Miss. Jean Gertrude\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 16.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 111361\\u003c\\u002fbr\\u003eFare: 57.9792\\u003c\\u002fbr\\u003eCabin: B18\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 338\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Burns, Miss. Elizabeth Margaret\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 41.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 16966\\u003c\\u002fbr\\u003eFare: 134.5\\u003c\\u002fbr\\u003eCabin: E40\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 339\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Dahl, Mr. Karl Edwart\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 45.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 7598\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 341\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Navratil, Master. Edmond Roger\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 2.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 230080\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: F2\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 342\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Fortune, Miss. Alice Elizabeth\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 3\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 19950\\u003c\\u002fbr\\u003eFare: 263.0\\u003c\\u002fbr\\u003eCabin: C23 C25 C27\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 346\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Brown, Miss. Amelia \\\"Mildred\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 248733\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: F33\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 347\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Smith, Miss. Marion Elsie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 40.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 31418\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 349\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Coutts, Master. William Loch \\\"William\\\"\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 3.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: C.A. 37671\\u003c\\u002fbr\\u003eFare: 15.9\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 357\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Bowerman, Miss. Elsie Edith\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 113505\\u003c\\u002fbr\\u003eFare: 55.0\\u003c\\u002fbr\\u003eCabin: E33\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 367\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Warren, Mrs. Frank Manley (Anna Sophia Atkinson)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 60.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 110813\\u003c\\u002fbr\\u003eFare: 75.25\\u003c\\u002fbr\\u003eCabin: D37\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 370\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Aubart, Mme. Leontine Pauline\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17477\\u003c\\u002fbr\\u003eFare: 69.3\\u003c\\u002fbr\\u003eCabin: B35\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 371\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Harder, Mr. George Achilles\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 25.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11765\\u003c\\u002fbr\\u003eFare: 55.4417\\u003c\\u002fbr\\u003eCabin: E50\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 377\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Landergren, Miss. Aurora Adelia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C 7077\\u003c\\u002fbr\\u003eFare: 7.25\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 381\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Bidois, Miss. Rosalie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 42.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17757\\u003c\\u002fbr\\u003eFare: 227.525\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 382\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Nakid, Miss. Maria (\\\"Mary\\\")\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 1.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 2653\\u003c\\u002fbr\\u003eFare: 15.7417\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 384\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Holverson, Mrs. Alexander Oskar (Mary Aline Towner)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113789\\u003c\\u002fbr\\u003eFare: 52.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 388\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Buss, Miss. Kate\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 27849\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 390\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Lehmann, Miss. Bertha\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SC 1748\\u003c\\u002fbr\\u003eFare: 12.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 391\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Carter, Mr. William Ernest\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 113760\\u003c\\u002fbr\\u003eFare: 120.0\\u003c\\u002fbr\\u003eCabin: B96 B98\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 392\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Jansson, Mr. Carl Olof\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 350034\\u003c\\u002fbr\\u003eFare: 7.7958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 394\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Newell, Miss. Marjorie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 23.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 35273\\u003c\\u002fbr\\u003eFare: 113.275\\u003c\\u002fbr\\u003eCabin: D36\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 395\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: PP 9549\\u003c\\u002fbr\\u003eFare: 16.7\\u003c\\u002fbr\\u003eCabin: G6\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 400\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Trout, Mrs. William H (Jessie L)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 240929\\u003c\\u002fbr\\u003eFare: 12.65\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 401\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Niskanen, Mr. Juha\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 39.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO 2. 3101289\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 408\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Richards, Master. William Rowe\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 3.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 29106\\u003c\\u002fbr\\u003eFare: 18.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 413\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Minahan, Miss. Daisy E\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 33.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 19928\\u003c\\u002fbr\\u003eFare: 90.0\\u003c\\u002fbr\\u003eCabin: C78\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 415\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Sundman, Mr. Johan Julian\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 44.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO 2. 3101269\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 417\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Drew, Mrs. James Vivian (Lulu Thorne Christian)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 34.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 28220\\u003c\\u002fbr\\u003eFare: 32.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 418\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Silven, Miss. Lyyli Karoliina\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 250652\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 427\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Clarke, Mrs. Charles V (Ada Maria Winfield)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2003\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 428\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Phillips, Miss. Kate Florence (\\\"Mrs Kate Louise Phillips Marshall\\\")\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 250655\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 430\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Pickard, Mr. Berk (Berk Trembisky)\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SOTON\\u002fO.Q. 392078\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: E10\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 431\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Bjornstrom-Steffansson, Mr. Mauritz Hakan\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 110564\\u003c\\u002fbr\\u003eFare: 26.55\\u003c\\u002fbr\\u003eCabin: C52\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 433\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Louch, Mrs. Charles Alexander (Alice Adelaide Slow)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 42.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SC\\u002fAH 3085\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 436\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Carter, Miss. Lucile Polk\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 14.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 113760\\u003c\\u002fbr\\u003eFare: 120.0\\u003c\\u002fbr\\u003eCabin: B96 B98\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 438\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Richards, Mrs. Sidney (Emily Hocking)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 3\\u003c\\u002fbr\\u003eTicket: 29106\\u003c\\u002fbr\\u003eFare: 18.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 441\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hart, Mrs. Benjamin (Esther Ada Bloomfield)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 45.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: F.C.C. 13529\\u003c\\u002fbr\\u003eFare: 26.25\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 444\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Reynaldo, Ms. Encarnacion\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 230434\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 446\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Dodge, Master. Washington\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 4.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 33638\\u003c\\u002fbr\\u003eFare: 81.8583\\u003c\\u002fbr\\u003eCabin: A34\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 447\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Mellinger, Miss. Madeleine Violet\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 13.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 250644\\u003c\\u002fbr\\u003eFare: 19.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 448\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Seward, Mr. Frederic Kimber\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 34.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113794\\u003c\\u002fbr\\u003eFare: 26.55\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 449\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Baclini, Miss. Marie Catherine\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 5.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 2666\\u003c\\u002fbr\\u003eFare: 19.2583\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 450\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Peuchen, Major. Arthur Godfrey\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 52.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113786\\u003c\\u002fbr\\u003eFare: 30.5\\u003c\\u002fbr\\u003eCabin: C104\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 454\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Goldenberg, Mr. Samuel L\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 49.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 17453\\u003c\\u002fbr\\u003eFare: 89.1042\\u003c\\u002fbr\\u003eCabin: C92\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 456\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Jalsevac, Mr. Ivan\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349240\\u003c\\u002fbr\\u003eFare: 7.8958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 459\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Toomey, Miss. Ellen\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 50.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: F.C.C. 13531\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 461\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Anderson, Mr. Harry\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 48.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 19952\\u003c\\u002fbr\\u003eFare: 26.55\\u003c\\u002fbr\\u003eCabin: E12\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 470\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Baclini, Miss. Helene Barbara\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 0.75\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 2666\\u003c\\u002fbr\\u003eFare: 19.2583\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 473\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: West, Mrs. Edwy Arthur (Ada Mary Worth)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 33.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: C.A. 34651\\u003c\\u002fbr\\u003eFare: 27.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 474\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Jerwan, Mrs. Amin S (Marie Marthe Thuillard)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 23.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SC\\u002fAH Basle 541\\u003c\\u002fbr\\u003eFare: 13.7917\\u003c\\u002fbr\\u003eCabin: D\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 480\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Hirvonen, Miss. Hildur E\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 2.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 3101298\\u003c\\u002fbr\\u003eFare: 12.2875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 484\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Turkula, Mrs. (Hedwig)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 63.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 4134\\u003c\\u002fbr\\u003eFare: 9.5875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 485\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Bishop, Mr. Dickinson H\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 25.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11967\\u003c\\u002fbr\\u003eFare: 91.0792\\u003c\\u002fbr\\u003eCabin: B49\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 487\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hoyt, Mrs. Frederick Maxfield (Jane Anne Forby)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 19943\\u003c\\u002fbr\\u003eFare: 90.0\\u003c\\u002fbr\\u003eCabin: C93\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 490\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Coutts, Master. Eden Leslie \\\"Neville\\\"\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 9.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: C.A. 37671\\u003c\\u002fbr\\u003eFare: 15.9\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 497\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Eustis, Miss. Elizabeth Mussey\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 54.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 36947\\u003c\\u002fbr\\u003eFare: 78.2667\\u003c\\u002fbr\\u003eCabin: D20\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 505\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Maioni, Miss. Roberta\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 16.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 110152\\u003c\\u002fbr\\u003eFare: 86.5\\u003c\\u002fbr\\u003eCabin: B79\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 507\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Quick, Mrs. Frederick Charles (Jane Richards)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 33.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 26360\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 510\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Lang, Mr. Fang\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 26.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 1601\\u003c\\u002fbr\\u003eFare: 56.4958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 511\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Daly, Mr. Eugene Patrick\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 382651\\u003c\\u002fbr\\u003eFare: 7.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 513\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: McGough, Mr. James Robert\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17473\\u003c\\u002fbr\\u003eFare: 26.2875\\u003c\\u002fbr\\u003eCabin: E25\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 514\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Rothschild, Mrs. Martin (Elizabeth L. Barrett)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 54.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17603\\u003c\\u002fbr\\u003eFare: 59.4\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 517\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Lemore, Mrs. (Amelia Milley)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 34.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C.A. 34260\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: F33\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 519\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Angle, Mrs. William A (Florence \\\"Mary\\\" Agnes Hughes)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 226875\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 521\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Perreault, Miss. Anne\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 12749\\u003c\\u002fbr\\u003eFare: 93.5\\u003c\\u002fbr\\u003eCabin: B73\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 524\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hippach, Mrs. Louis Albert (Ida Sophia Fischer)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 44.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 111361\\u003c\\u002fbr\\u003eFare: 57.9792\\u003c\\u002fbr\\u003eCabin: B18\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 527\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Ridsdale, Miss. Lucy\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 50.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: W.\\u002fC. 14258\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 531\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Quick, Miss. Phyllis May\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 2.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 26360\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 536\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hart, Miss. Eva Miriam\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 7.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: F.C.C. 13529\\u003c\\u002fbr\\u003eFare: 26.25\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 538\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: LeRoy, Miss. Bertha\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17761\\u003c\\u002fbr\\u003eFare: 106.425\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 540\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Frolicher, Miss. Hedwig Margaritha\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 13568\\u003c\\u002fbr\\u003eFare: 49.5\\u003c\\u002fbr\\u003eCabin: B39\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 541\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Crosby, Miss. Harriet R\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: WE\\u002fP 5735\\u003c\\u002fbr\\u003eFare: 71.0\\u003c\\u002fbr\\u003eCabin: B22\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 544\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Beane, Mr. Edward\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2908\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 547\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Beane, Mrs. Edward (Ethel Clarke)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2908\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 550\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Davies, Master. John Morgan Jr\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 8.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: C.A. 33112\\u003c\\u002fbr\\u003eFare: 36.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 551\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Thayer, Mr. John Borland Jr\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 17421\\u003c\\u002fbr\\u003eFare: 110.8833\\u003c\\u002fbr\\u003eCabin: C70\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 554\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Leeni, Mr. Fahim (\\\"Philip Zenni\\\")\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2620\\u003c\\u002fbr\\u003eFare: 7.225\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 555\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Ohman, Miss. Velin\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 347085\\u003c\\u002fbr\\u003eFare: 7.775\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 557\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Duff Gordon, Lady. (Lucille Christiana Sutherland) (\\\"Mrs Morgan\\\")\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 48.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11755\\u003c\\u002fbr\\u003eFare: 39.6\\u003c\\u002fbr\\u003eCabin: A16\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 559\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Taussig, Mrs. Emil (Tillie Mandelbaum)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 39.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 110413\\u003c\\u002fbr\\u003eFare: 79.65\\u003c\\u002fbr\\u003eCabin: E67\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 560\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: de Messemaeker, Mrs. Guillaume Joseph (Emma)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 345572\\u003c\\u002fbr\\u003eFare: 17.4\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 570\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Jonsson, Mr. Carl\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 350417\\u003c\\u002fbr\\u003eFare: 7.8542\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 571\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Harris, Mr. George\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 62.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: S.W.\\u002fPP 752\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 572\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Appleton, Mrs. Edward Dale (Charlotte Lamson)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 53.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11769\\u003c\\u002fbr\\u003eFare: 51.4792\\u003c\\u002fbr\\u003eCabin: C101\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 573\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Flynn, Mr. John Irwin (\\\"Irving\\\")\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17474\\u003c\\u002fbr\\u003eFare: 26.3875\\u003c\\u002fbr\\u003eCabin: E25\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 577\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Garside, Miss. Ethel\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 34.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 243880\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 578\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Silvey, Mrs. William Baird (Alice Munger)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 39.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 13507\\u003c\\u002fbr\\u003eFare: 55.9\\u003c\\u002fbr\\u003eCabin: E44\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 580\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Jussila, Mr. Eiriik\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO 2. 3101286\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 581\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Christy, Miss. Julie Rachel\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 25.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 237789\\u003c\\u002fbr\\u003eFare: 30.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 582\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Thayer, Mrs. John Borland (Marian Longstreth Morris)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 39.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 17421\\u003c\\u002fbr\\u003eFare: 110.8833\\u003c\\u002fbr\\u003eCabin: C68\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 586\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Taussig, Miss. Ruth\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 110413\\u003c\\u002fbr\\u003eFare: 79.65\\u003c\\u002fbr\\u003eCabin: E68\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 588\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Frolicher-Stehli, Mr. Maxmillian\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 60.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 13567\\u003c\\u002fbr\\u003eFare: 79.2\\u003c\\u002fbr\\u003eCabin: B41\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 592\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Stephenson, Mrs. Walter Bertram (Martha Eustis)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 52.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 36947\\u003c\\u002fbr\\u003eFare: 78.2667\\u003c\\u002fbr\\u003eCabin: D20\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 600\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Duff Gordon, Sir. Cosmo Edmund (\\\"Mr Morgan\\\")\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 49.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17485\\u003c\\u002fbr\\u003eFare: 56.9292\\u003c\\u002fbr\\u003eCabin: A20\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 601\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Jacobsohn, Mrs. Sidney Samuel (Amy Frances Christy)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 243847\\u003c\\u002fbr\\u003eFare: 27.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 605\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Homer, Mr. Harry (\\\"Mr E Haven\\\")\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 111426\\u003c\\u002fbr\\u003eFare: 26.55\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 608\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Daniel, Mr. Robert Williams\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113804\\u003c\\u002fbr\\u003eFare: 30.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 609\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: SC\\u002fParis 2123\\u003c\\u002fbr\\u003eFare: 41.5792\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 610\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Shutes, Miss. Elizabeth W\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 40.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17582\\u003c\\u002fbr\\u003eFare: 153.4625\\u003c\\u002fbr\\u003eCabin: C125\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 616\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Herman, Miss. Alice\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 220845\\u003c\\u002fbr\\u003eFare: 65.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 619\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Becker, Miss. Marion Louise\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 4.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 230136\\u003c\\u002fbr\\u003eFare: 39.0\\u003c\\u002fbr\\u003eCabin: F4\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 622\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Kimball, Mr. Edwin Nelson Jr\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 42.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11753\\u003c\\u002fbr\\u003eFare: 52.5542\\u003c\\u002fbr\\u003eCabin: D19\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 623\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Nakid, Mr. Sahid\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 20.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 2653\\u003c\\u002fbr\\u003eFare: 15.7417\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 628\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Longley, Miss. Gretchen Fiske\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 13502\\u003c\\u002fbr\\u003eFare: 77.9583\\u003c\\u002fbr\\u003eCabin: D9\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 631\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Barkworth, Mr. Algernon Henry Wilson\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 80.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 27042\\u003c\\u002fbr\\u003eFare: 30.0\\u003c\\u002fbr\\u003eCabin: A23\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 633\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Stahelin-Maeglin, Dr. Max\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 13214\\u003c\\u002fbr\\u003eFare: 30.5\\u003c\\u002fbr\\u003eCabin: B50\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 636\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Davis, Miss. Mary\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 237668\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 642\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Sagesser, Mlle. Emma\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17477\\u003c\\u002fbr\\u003eFare: 69.3\\u003c\\u002fbr\\u003eCabin: B35\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 645\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Baclini, Miss. Eugenie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 0.75\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 2666\\u003c\\u002fbr\\u003eFare: 19.2583\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 646\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Harper, Mr. Henry Sleeper\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 48.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17572\\u003c\\u002fbr\\u003eFare: 76.7292\\u003c\\u002fbr\\u003eCabin: D33\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 648\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Simonius-Blumer, Col. Oberst Alfons\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 56.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 13213\\u003c\\u002fbr\\u003eFare: 35.5\\u003c\\u002fbr\\u003eCabin: A26\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 650\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Stanley, Miss. Amy Zillah Elsie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 23.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: CA. 2314\\u003c\\u002fbr\\u003eFare: 7.55\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 652\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Doling, Miss. Elsie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 231919\\u003c\\u002fbr\\u003eFare: 23.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 661\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Frauenthal, Dr. Henry William\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 50.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17611\\u003c\\u002fbr\\u003eFare: 133.65\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 665\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Lindqvist, Mr. Eino William\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 20.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO 2. 3101285\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 671\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 40.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 29750\\u003c\\u002fbr\\u003eFare: 39.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 674\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Wilhelms, Mr. Charles\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 244270\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 678\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Turja, Miss. Anna Sofia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 4138\\u003c\\u002fbr\\u003eFare: 9.8417\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 680\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Cardeza, Mr. Thomas Drake Martinez\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: PC 17755\\u003c\\u002fbr\\u003eFare: 512.3292\\u003c\\u002fbr\\u003eCabin: B51 B53 B55\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 682\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hassab, Mr. Hammad\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17572\\u003c\\u002fbr\\u003eFare: 76.7292\\u003c\\u002fbr\\u003eCabin: D49\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 690\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Madill, Miss. Georgette Alexandra\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 15.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 24160\\u003c\\u002fbr\\u003eFare: 211.3375\\u003c\\u002fbr\\u003eCabin: B5\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 691\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Dick, Mr. Albert Adrian\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 17474\\u003c\\u002fbr\\u003eFare: 57.0\\u003c\\u002fbr\\u003eCabin: B20\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 692\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Karun, Miss. Manca\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 4.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 349256\\u003c\\u002fbr\\u003eFare: 13.4167\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 701\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Astor, Mrs. John Jacob (Madeleine Talmadge Force)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17757\\u003c\\u002fbr\\u003eFare: 227.525\\u003c\\u002fbr\\u003eCabin: C62 C64\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 702\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Silverthorne, Mr. Spencer Victor\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17475\\u003c\\u002fbr\\u003eFare: 26.2875\\u003c\\u002fbr\\u003eCabin: E24\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 707\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Kelly, Mrs. Florence \\\"Fannie\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 45.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 223596\\u003c\\u002fbr\\u003eFare: 13.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 708\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Calderhead, Mr. Edward Pennington\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 42.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17476\\u003c\\u002fbr\\u003eFare: 26.2875\\u003c\\u002fbr\\u003eCabin: E24\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 709\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Cleaver, Miss. Alice\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113781\\u003c\\u002fbr\\u003eFare: 151.55\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 711\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Mayne, Mlle. Berthe Antonine (\\\"Mrs de Villiers\\\")\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17482\\u003c\\u002fbr\\u003eFare: 49.5042\\u003c\\u002fbr\\u003eCabin: C90\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 713\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Taylor, Mr. Elmer Zebley\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 48.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 19996\\u003c\\u002fbr\\u003eFare: 52.0\\u003c\\u002fbr\\u003eCabin: C126\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 717\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Endres, Miss. Caroline Louise\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 38.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17757\\u003c\\u002fbr\\u003eFare: 227.525\\u003c\\u002fbr\\u003eCabin: C45\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 718\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Troutt, Miss. Edwina Celia \\\"Winnie\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 34218\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: E101\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 721\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Harper, Miss. Annie Jessie \\\"Nina\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 6.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 248727\\u003c\\u002fbr\\u003eFare: 33.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 725\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Chambers, Mr. Norman Campbell\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113806\\u003c\\u002fbr\\u003eFare: 53.1\\u003c\\u002fbr\\u003eCabin: E8\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 727\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Renouf, Mrs. Peter Henry (Lillian Jefferys)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 3\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 31027\\u003c\\u002fbr\\u003eFare: 21.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 731\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Allen, Miss. Elisabeth Walton\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 24160\\u003c\\u002fbr\\u003eFare: 211.3375\\u003c\\u002fbr\\u003eCabin: B5\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 738\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Lesurer, Mr. Gustave J\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17755\\u003c\\u002fbr\\u003eFare: 512.3292\\u003c\\u002fbr\\u003eCabin: B101\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 743\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Ryerson, Miss. Susan Parker \\\"Suzette\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: PC 17608\\u003c\\u002fbr\\u003eFare: 262.375\\u003c\\u002fbr\\u003eCabin: B57 B59 B63 B66\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 745\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Stranden, Mr. Juho\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO 2. 3101288\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 748\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Sinkkonen, Miss. Anna\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 250648\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 751\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Wells, Miss. Joan\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 4.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 29103\\u003c\\u002fbr\\u003eFare: 23.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 752\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Moor, Master. Meier\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 6.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 392096\\u003c\\u002fbr\\u003eFare: 12.475\\u003c\\u002fbr\\u003eCabin: E121\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 755\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Herman, Mrs. Samuel (Jane Laver)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 48.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 220845\\u003c\\u002fbr\\u003eFare: 65.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 756\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hamalainen, Master. Viljo\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 0.67\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 250649\\u003c\\u002fbr\\u003eFare: 14.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 760\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 33.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 110152\\u003c\\u002fbr\\u003eFare: 86.5\\u003c\\u002fbr\\u003eCabin: B77\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 763\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Barah, Mr. Hanna Assi\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 20.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2663\\u003c\\u002fbr\\u003eFare: 7.2292\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 764\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Carter, Mrs. William Ernest (Lucile Polk)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 113760\\u003c\\u002fbr\\u003eFare: 120.0\\u003c\\u002fbr\\u003eCabin: B96 B98\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 766\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hogeboom, Mrs. John C (Anna Andrews)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 51.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 13502\\u003c\\u002fbr\\u003eFare: 77.9583\\u003c\\u002fbr\\u003eCabin: D11\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 775\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hocking, Mrs. Elizabeth (Eliza Needs)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 54.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 3\\u003c\\u002fbr\\u003eTicket: 29105\\u003c\\u002fbr\\u003eFare: 23.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 778\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Emanuel, Miss. Virginia Ethel\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 5.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 364516\\u003c\\u002fbr\\u003eFare: 12.475\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 780\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 43.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 24160\\u003c\\u002fbr\\u003eFare: 211.3375\\u003c\\u002fbr\\u003eCabin: B3\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 781\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Ayoub, Miss. Banoura\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 13.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2687\\u003c\\u002fbr\\u003eFare: 7.2292\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 782\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Dick, Mrs. Albert Adrian (Vera Gillespie)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 17474\\u003c\\u002fbr\\u003eFare: 57.0\\u003c\\u002fbr\\u003eCabin: B20\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 787\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Sjoblom, Miss. Anna Sofia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 3101265\\u003c\\u002fbr\\u003eFare: 7.4958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 789\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Dean, Master. Bertram Vere\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 1.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: C.A. 2315\\u003c\\u002fbr\\u003eFare: 20.575\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 797\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Leader, Dr. Alice (Farnham)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 49.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 17465\\u003c\\u002fbr\\u003eFare: 25.9292\\u003c\\u002fbr\\u003eCabin: D17\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 798\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Osman, Mrs. Mara\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349244\\u003c\\u002fbr\\u003eFare: 8.6833\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 802\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Collyer, Mrs. Harvey (Charlotte Annie Tate)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: C.A. 31921\\u003c\\u002fbr\\u003eFare: 26.25\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 803\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Carter, Master. William Thornton II\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 11.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 113760\\u003c\\u002fbr\\u003eFare: 120.0\\u003c\\u002fbr\\u003eCabin: B96 B98\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 804\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Thomas, Master. Assad Alexander\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 0.42\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 2625\\u003c\\u002fbr\\u003eFare: 8.5167\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 805\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Hedman, Mr. Oskar Arvid\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 347089\\u003c\\u002fbr\\u003eFare: 6.975\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 810\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Chambers, Mrs. Norman Campbell (Bertha Griggs)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 33.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113806\\u003c\\u002fbr\\u003eFare: 53.1\\u003c\\u002fbr\\u003eCabin: E8\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 821\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hays, Mrs. Charles Melville (Clara Jennings Gregg)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 52.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 12749\\u003c\\u002fbr\\u003eFare: 93.5\\u003c\\u002fbr\\u003eCabin: B69\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 822\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Lulic, Mr. Nikola\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 315098\\u003c\\u002fbr\\u003eFare: 8.6625\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 824\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Moor, Mrs. (Beila)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 392096\\u003c\\u002fbr\\u003eFare: 12.475\\u003c\\u002fbr\\u003eCabin: E121\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 828\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Mallet, Master. Andre\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 1.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: S.C.\\u002fPARIS 2079\\u003c\\u002fbr\\u003eFare: 37.0042\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 830\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Stone, Mrs. George Nelson (Martha Evelyn)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 62.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113572\\u003c\\u002fbr\\u003eFare: 80.0\\u003c\\u002fbr\\u003eCabin: B28\\u003c\\u002fbr\\u003eEmbarked: nan\",\"PassengerId: 831\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Yasbeck, Mrs. Antoni (Selini Alexander)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 15.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2659\\u003c\\u002fbr\\u003eFare: 14.4542\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 832\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Richards, Master. George Sibley\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 0.83\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 29106\\u003c\\u002fbr\\u003eFare: 18.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 836\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Compton, Miss. 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Augusta\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113798\\u003c\\u002fbr\\u003eFare: 31.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 854\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Lines, Miss. 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-     },
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-     "output_type": "display_data"
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-     "data": {
-      "text/markdown": [
-       "# Group Analysis<a id='106b132a-9882-41d0-b32a-0f1e8b3d5dd2'>\n",
-       "---"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
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-     },
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-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Missing values for each group"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
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-       "<style type=\"text/css\">\n",
-       "#T_5b566_row0_col1 {\n",
-       "  color: #333347;\n",
-       "  background-color: #fdd8a6;\n",
-       "}\n",
-       "#T_5b566_row0_col2 {\n",
-       "  color: #d5e4e4;\n",
-       "  background-color: #b20000;\n",
-       "}\n",
-       "#T_5b566_row0_col3 {\n",
-       "  color: #000000;\n",
-       "  background-color: #fff7ec;\n",
-       "}\n",
-       "#T_5b566_row1_col1 {\n",
-       "  color: #21212e;\n",
-       "  background-color: #fee4c0;\n",
-       "}\n",
-       "#T_5b566_row1_col2 {\n",
-       "  color: #879ba7;\n",
-       "  background-color: #f16c4b;\n",
-       "}\n",
-       "#T_5b566_row1_col3 {\n",
-       "  color: #010101;\n",
-       "  background-color: #fff7eb;\n",
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-       "</style>\n",
-       "<table id=\"T_5b566\">\n",
-       "  <thead>\n",
-       "    <tr>\n",
-       "      <th class=\"blank level0\" >&nbsp;</th>\n",
-       "      <th id=\"T_5b566_level0_col0\" class=\"col_heading level0 col0\" >Group Size</th>\n",
-       "      <th id=\"T_5b566_level0_col1\" class=\"col_heading level0 col1\" >Age</th>\n",
-       "      <th id=\"T_5b566_level0_col2\" class=\"col_heading level0 col2\" >Cabin</th>\n",
-       "      <th id=\"T_5b566_level0_col3\" class=\"col_heading level0 col3\" >Embarked</th>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th class=\"index_name level0\" >Survived</th>\n",
-       "      <th class=\"blank col0\" >&nbsp;</th>\n",
-       "      <th class=\"blank col1\" >&nbsp;</th>\n",
-       "      <th class=\"blank col2\" >&nbsp;</th>\n",
-       "      <th class=\"blank col3\" >&nbsp;</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th id=\"T_5b566_level0_row0\" class=\"row_heading level0 row0\" >0</th>\n",
-       "      <td id=\"T_5b566_row0_col0\" class=\"data row0 col0\" >549</td>\n",
-       "      <td id=\"T_5b566_row0_col1\" class=\"data row0 col1\" >22.77 %</td>\n",
-       "      <td id=\"T_5b566_row0_col2\" class=\"data row0 col2\" >87.61 %</td>\n",
-       "      <td id=\"T_5b566_row0_col3\" class=\"data row0 col3\" >0.00 %</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th id=\"T_5b566_level0_row1\" class=\"row_heading level0 row1\" >1</th>\n",
-       "      <td id=\"T_5b566_row1_col0\" class=\"data row1 col0\" >342</td>\n",
-       "      <td id=\"T_5b566_row1_col1\" class=\"data row1 col1\" >15.20 %</td>\n",
-       "      <td id=\"T_5b566_row1_col2\" class=\"data row1 col2\" >60.23 %</td>\n",
-       "      <td id=\"T_5b566_row1_col3\" class=\"data row1 col3\" >0.58 %</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n"
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-     },
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-       "## *PassengerId*"
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-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
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-       "\n",
-       "    .dataframe tbody tr th {\n",
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-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th># Unique values</th>\n",
-       "      <th>Sum</th>\n",
-       "      <th>Mode</th>\n",
-       "      <th>Mean</th>\n",
-       "      <th>Std</th>\n",
-       "      <th>Mean abs dev</th>\n",
-       "      <th>Median abs dev</th>\n",
-       "      <th>Relative std</th>\n",
-       "      <th>Kurtosis</th>\n",
-       "      <th>Skewness</th>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Survived</th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
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-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>549</td>\n",
-       "      <td>245412</td>\n",
-       "      <td>1</td>\n",
-       "      <td>447.02</td>\n",
-       "      <td>260.64</td>\n",
-       "      <td>227.15</td>\n",
-       "      <td>232.02</td>\n",
-       "      <td>0.58</td>\n",
-       "      <td>-1.26</td>\n",
-       "      <td>0.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>342</td>\n",
-       "      <td>151974</td>\n",
-       "      <td>2</td>\n",
-       "      <td>444.37</td>\n",
-       "      <td>252.36</td>\n",
-       "      <td>215.64</td>\n",
-       "      <td>203.00</td>\n",
-       "      <td>0.57</td>\n",
-       "      <td>-1.09</td>\n",
-       "      <td>-0.0</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
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-       "          # Unique values     Sum  Mode    Mean     Std  Mean abs dev  \\\n",
-       "Survived                                                                \n",
-       "0                     549  245412     1  447.02  260.64        227.15   \n",
-       "1                     342  151974     2  444.37  252.36        215.64   \n",
-       "\n",
-       "          Median abs dev  Relative std  Kurtosis  Skewness  \n",
-       "Survived                                                    \n",
-       "0                 232.02          0.58     -1.26       0.0  \n",
-       "1                 203.00          0.57     -1.09      -0.0  "
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-       "      <th></th>\n",
-       "      <th>Min</th>\n",
-       "      <th>Q1</th>\n",
-       "      <th>Median</th>\n",
-       "      <th>Q3</th>\n",
-       "      <th>Max</th>\n",
-       "      <th>Range</th>\n",
-       "      <th>IQR</th>\n",
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-       "    <tr>\n",
-       "      <th>Survived</th>\n",
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-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
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-       "      <th>0</th>\n",
-       "      <td>1</td>\n",
-       "      <td>211.00</td>\n",
-       "      <td>455.0</td>\n",
-       "      <td>675.0</td>\n",
-       "      <td>891</td>\n",
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-       "      <th>1</th>\n",
-       "      <td>2</td>\n",
-       "      <td>250.75</td>\n",
-       "      <td>439.5</td>\n",
-       "      <td>651.5</td>\n",
-       "      <td>890</td>\n",
-       "      <td>888</td>\n",
-       "      <td>400.75</td>\n",
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-       "          Min      Q1  Median     Q3  Max  Range     IQR\n",
-       "Survived                                                \n",
-       "0           1  211.00   455.0  675.0  891    890  464.00\n",
-       "1           2  250.75   439.5  651.5  890    888  400.75"
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-       "## *Age*"
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-       "      <th>1</th>\n",
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-       "          # Unique values       Sum  Mode   Mean    Std  Mean abs dev  \\\n",
-       "Survived                                                                \n",
-       "0                      77  12985.50  21.0  30.63  14.17         11.12   \n",
-       "1                      65   8219.67  24.0  28.34  14.95         11.72   \n",
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-       "          Median abs dev  Relative std  Kurtosis  Skewness  \n",
-       "Survived                                                    \n",
-       "0                   9.50          0.46      0.28      0.59  \n",
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-       "      <th># Unique values</th>\n",
-       "      <th>Sum</th>\n",
-       "      <th>Mode</th>\n",
-       "      <th>Mean</th>\n",
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-       "      <th>Kurtosis</th>\n",
-       "      <th>Skewness</th>\n",
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-       "    <tr>\n",
-       "      <th>Survived</th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
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-       "      <th>0</th>\n",
-       "      <td>177</td>\n",
-       "      <td>12142.72</td>\n",
-       "      <td>8.05</td>\n",
-       "      <td>22.12</td>\n",
-       "      <td>31.39</td>\n",
-       "      <td>17.61</td>\n",
-       "      <td>14.07</td>\n",
-       "      <td>1.42</td>\n",
-       "      <td>26.37</td>\n",
-       "      <td>4.55</td>\n",
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-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>153</td>\n",
-       "      <td>16551.23</td>\n",
-       "      <td>13.00</td>\n",
-       "      <td>48.40</td>\n",
-       "      <td>66.60</td>\n",
-       "      <td>41.52</td>\n",
-       "      <td>33.31</td>\n",
-       "      <td>1.38</td>\n",
-       "      <td>20.66</td>\n",
-       "      <td>3.86</td>\n",
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-       "          # Unique values       Sum   Mode   Mean    Std  Mean abs dev  \\\n",
-       "Survived                                                                 \n",
-       "0                     177  12142.72   8.05  22.12  31.39         17.61   \n",
-       "1                     153  16551.23  13.00  48.40  66.60         41.52   \n",
-       "\n",
-       "          Median abs dev  Relative std  Kurtosis  Skewness  \n",
-       "Survived                                                    \n",
-       "0                  14.07          1.42     26.37      4.55  \n",
-       "1                  33.31          1.38     20.66      3.86  "
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-       "      <th>Min</th>\n",
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-       "      <th>Survived</th>\n",
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-       "      <td>263.00</td>\n",
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-       "      <td>12.48</td>\n",
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-       "      <td>57.0</td>\n",
-       "      <td>512.33</td>\n",
-       "      <td>512.33</td>\n",
-       "      <td>44.52</td>\n",
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-       "          Min     Q1  Median    Q3     Max   Range    IQR\n",
-       "Survived                                                 \n",
-       "0         0.0   7.85    10.5  26.0  263.00  263.00  18.15\n",
-       "1         0.0  12.48    26.0  57.0  512.33  512.33  44.52"
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-       "var x = new MutationObserver(function (mutations, observer) {{\n",
-       "        var display = window.getComputedStyle(gd).display;\n",
-       "        if (!display || display === 'none') {{\n",
-       "            console.log([gd, 'removed!']);\n",
-       "            Plotly.purge(gd);\n",
-       "            observer.disconnect();\n",
-       "        }}\n",
-       "}});\n",
-       "\n",
-       "// Listen for the removal of the full notebook cells\n",
-       "var notebookContainer = gd.closest('#notebook-container');\n",
-       "if (notebookContainer) {{\n",
-       "    x.observe(notebookContainer, {childList: true});\n",
-       "}}\n",
-       "\n",
-       "// Listen for the clearing of the current output cell\n",
-       "var outputEl = gd.closest('.output');\n",
-       "if (outputEl) {{\n",
-       "    x.observe(outputEl, {childList: true});\n",
-       "}}\n",
-       "\n",
-       "                        })                };                });            </script>        </div>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "report.show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "ad5274d1",
-   "metadata": {},
-   "source": [
-    "## Timeseries report"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "id": "1c8d28ed",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "dataset_ts = edvart.example_datasets.dataset_global_temp()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "id": "7c499d2a",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "report_ts = edvart.DefaultTimeseriesReport(\n",
-    "    dataset_ts,\n",
-    "    # Monthly data -> analyze yearly seasonality\n",
-    "    sampling_rate=12,\n",
-    "    stft_window_size=24,\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "id": "74fbebdd",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "report_ts.export_notebook(\"test-export-ts.ipynb\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "id": "b0fdecdf",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "INFO:edvart.report.DefaultTimeseriesReport:Exporting report to HTML requires generating and executing a notebook, which may take some time.\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/home/michal/.cache/pypoetry/virtualenvs/edvart-SwqqvSBN-py3.11/share/jupyter/nbconvert/templates/base/display_priority.j2:32: UserWarning:\n",
-      "\n",
-      "Your element with mimetype(s) dict_keys(['application/vnd.plotly.v1+json']) is not able to be represented.\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "report_ts.export_html(\"test-export-ts.html\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "id": "4a2d1a64",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/markdown": [
-       "# Table of Contents<a id='775d7a42-0843-461d-adda-ba1006715016'>\n",
-       "---"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       " * [Overview](#8e639733-aa3a-4bd9-a2be-0e8e782b4509)\n",
-       "\n",
-       "\t * [Quick Info](#065e4f61-fd21-4612-ad0f-20663caa14d8)\n",
-       "\n",
-       "\t * [Data Types](#0d23c281-ff43-4166-aa2e-6a5a4a6c8699)\n",
-       "\n",
-       "\t * [Data Preview](#b8d864bf-a4bf-4355-8fc3-4f52dc92c754)\n",
-       "\n",
-       "\t * [Missing Values](#531bbfd5-97d0-45e7-86d8-4dee747efbf2)\n",
-       "\n",
-       "\t * [Rows With Missing Value](#be5343eb-9e1a-4670-8a73-9e0de3150caa)\n",
-       "\n",
-       "\t * [Constant Occurence](#261b0a16-42e8-4251-b138-cda8079869cf)\n",
-       "\n",
-       "\t * [Duplicate Rows](#a521033b-0578-43fc-abb6-e3ffd4e00389)\n",
-       "\n",
-       " * [Univariate Analysis](#8697807f-136f-451c-bd33-3ef3967d9898)\n",
-       "\n",
-       " * [Timeseries analysis](#db270a17-c52b-409d-b8d5-9a0c959a7fde)\n",
-       "\n",
-       "\t * [Time analysis interactive plot](#d7120c8c-7649-4523-94aa-ba6f924ed58e)\n",
-       "\n",
-       "\t * [Rolling statistics](#e340afd1-efe6-48d5-9701-249d2e1aed0b)\n",
-       "\n",
-       "\t * [Boxplots over time intervals](#44d25513-d172-4b23-8e9f-524bff21e596)\n",
-       "\n",
-       "\t * [Seasonal decomposition](#ab8f8aaa-d384-4fe6-bbc0-92e7a0c85e26)\n",
-       "\n",
-       "\t * [Stationarity tests](#2b6c6e7c-f951-4f56-a930-56686b73975f)\n",
-       "\n",
-       "\t * [Autocorrelation](#e240c6de-7cd7-4f95-a9df-900ed3ff0338)\n",
-       "\n",
-       "\t * [Fourier Transform](#9e789640-c642-4aa4-8e43-c1a7325c24ca)\n",
-       "\n",
-       "\t * [Short-time Fourier Transform](#3b08a661-8356-4ce2-bad7-4efc82384692)\n"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "# Overview<a id='8e639733-aa3a-4bd9-a2be-0e8e782b4509'>\n",
-       "---"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Quick Info<a id='065e4f61-fd21-4612-ad0f-20663caa14d8'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>Rows</th>\n",
-       "      <td>1644</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Columns</th>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Missing cells</th>\n",
-       "      <td>0 (0.00 %)</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Zeros</th>\n",
-       "      <td>20 (0.61 %)</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Duplicate rows</th>\n",
-       "      <td>4 (0.24 %)</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "                           \n",
-       "Rows                   1644\n",
-       "Columns                   2\n",
-       "Missing cells    0 (0.00 %)\n",
-       "Zeros           20 (0.61 %)\n",
-       "Duplicate rows   4 (0.24 %)"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Data Types<a id='0d23c281-ff43-4166-aa2e-6a5a4a6c8699'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
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-     "metadata": {},
-     "output_type": "display_data"
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-    {
-     "data": {
-      "text/html": [
-       "<style type=\"text/css\">\n",
-       "</style>\n",
-       "<table id=\"T_c4b5d\">\n",
-       "  <thead>\n",
-       "    <tr>\n",
-       "      <th id=\"T_c4b5d_level0_col0\" class=\"col_heading level0 col0\" >Column Name</th>\n",
-       "      <th id=\"T_c4b5d_level0_col1\" class=\"col_heading level0 col1\" >edvart Data Type</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <td id=\"T_c4b5d_row0_col0\" class=\"data row0 col0\" >Mean GISTEMP</td>\n",
-       "      <td id=\"T_c4b5d_row0_col1\" class=\"data row0 col1\" >numeric</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td id=\"T_c4b5d_row1_col0\" class=\"data row1 col0\" >Mean GCAG</td>\n",
-       "      <td id=\"T_c4b5d_row1_col1\" class=\"data row1 col1\" >numeric</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n"
-      ],
-      "text/plain": [
-       "<pandas.io.formats.style.Styler at 0x7fb8b01c8510>"
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-     "data": {
-      "text/markdown": [
-       "## Data Preview<a id='b8d864bf-a4bf-4355-8fc3-4f52dc92c754'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
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-    {
-     "data": {
-      "text/markdown": [
-       "### First rows"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
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-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
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-       "\n",
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-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Mean GISTEMP</th>\n",
-       "      <th>Mean GCAG</th>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Date</th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>1880-01-06</th>\n",
-       "      <td>-0.30</td>\n",
-       "      <td>0.0009</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1880-02-06</th>\n",
-       "      <td>-0.21</td>\n",
-       "      <td>-0.1229</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1880-03-06</th>\n",
-       "      <td>-0.18</td>\n",
-       "      <td>-0.1357</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1880-04-06</th>\n",
-       "      <td>-0.27</td>\n",
-       "      <td>-0.0499</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1880-05-06</th>\n",
-       "      <td>-0.14</td>\n",
-       "      <td>-0.0738</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "            Mean GISTEMP  Mean GCAG\n",
-       "Date                               \n",
-       "1880-01-06         -0.30     0.0009\n",
-       "1880-02-06         -0.21    -0.1229\n",
-       "1880-03-06         -0.18    -0.1357\n",
-       "1880-04-06         -0.27    -0.0499\n",
-       "1880-05-06         -0.14    -0.0738"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "### Last rows"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
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-       "\n",
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-       "\n",
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-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Mean GISTEMP</th>\n",
-       "      <th>Mean GCAG</th>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Date</th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>2016-08-06</th>\n",
-       "      <td>0.98</td>\n",
-       "      <td>0.8998</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2016-09-06</th>\n",
-       "      <td>0.87</td>\n",
-       "      <td>0.8767</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2016-10-06</th>\n",
-       "      <td>0.89</td>\n",
-       "      <td>0.7292</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2016-11-06</th>\n",
-       "      <td>0.93</td>\n",
-       "      <td>0.7504</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2016-12-06</th>\n",
-       "      <td>0.81</td>\n",
-       "      <td>0.7895</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "            Mean GISTEMP  Mean GCAG\n",
-       "Date                               \n",
-       "2016-08-06          0.98     0.8998\n",
-       "2016-09-06          0.87     0.8767\n",
-       "2016-10-06          0.89     0.7292\n",
-       "2016-11-06          0.93     0.7504\n",
-       "2016-12-06          0.81     0.7895"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "### Sample"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
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-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
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-       "\n",
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-       "\n",
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-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Mean GISTEMP</th>\n",
-       "      <th>Mean GCAG</th>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Date</th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>1900-01-06</th>\n",
-       "      <td>-0.40</td>\n",
-       "      <td>-0.2404</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1892-10-06</th>\n",
-       "      <td>-0.17</td>\n",
-       "      <td>-0.2464</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1985-05-06</th>\n",
-       "      <td>0.17</td>\n",
-       "      <td>0.1959</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1903-06-06</th>\n",
-       "      <td>-0.44</td>\n",
-       "      <td>-0.3759</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1894-02-06</th>\n",
-       "      <td>-0.31</td>\n",
-       "      <td>-0.2215</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "            Mean GISTEMP  Mean GCAG\n",
-       "Date                               \n",
-       "1900-01-06         -0.40    -0.2404\n",
-       "1892-10-06         -0.17    -0.2464\n",
-       "1985-05-06          0.17     0.1959\n",
-       "1903-06-06         -0.44    -0.3759\n",
-       "1894-02-06         -0.31    -0.2215"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Missing Values<a id='531bbfd5-97d0-45e7-86d8-4dee747efbf2'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "There are no missing values\n"
-     ]
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Rows With Missing Value<a id='be5343eb-9e1a-4670-8a73-9e0de3150caa'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "There are no missing values\n"
-     ]
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Constant Occurence<a id='261b0a16-42e8-4251-b138-cda8079869cf'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
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-     "output_type": "display_data"
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-     "data": {
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-       "#T_2cb9b_row0_col2 {\n",
-       "  width: 10em;\n",
-       "  background: linear-gradient(90deg, #FFA07A 1.2%, transparent 1.2%);\n",
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-       "#T_2cb9b_row1_col2 {\n",
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-       "</style>\n",
-       "<table id=\"T_2cb9b\">\n",
-       "  <thead>\n",
-       "    <tr>\n",
-       "      <th id=\"T_2cb9b_level0_col0\" class=\"col_heading level0 col0\" >Column Name</th>\n",
-       "      <th id=\"T_2cb9b_level0_col1\" class=\"col_heading level0 col1\" >\"0\" Count</th>\n",
-       "      <th id=\"T_2cb9b_level0_col2\" class=\"col_heading level0 col2\" >\"0\" %</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <td id=\"T_2cb9b_row0_col0\" class=\"data row0 col0\" >Mean GISTEMP</td>\n",
-       "      <td id=\"T_2cb9b_row0_col1\" class=\"data row0 col1\" >20</td>\n",
-       "      <td id=\"T_2cb9b_row0_col2\" class=\"data row0 col2\" >1.217</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td id=\"T_2cb9b_row1_col0\" class=\"data row1 col0\" >Mean GCAG</td>\n",
-       "      <td id=\"T_2cb9b_row1_col1\" class=\"data row1 col1\" >0</td>\n",
-       "      <td id=\"T_2cb9b_row1_col2\" class=\"data row1 col2\" >0.000</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n"
-      ],
-      "text/plain": [
-       "<pandas.io.formats.style.Styler at 0x7fb8a81f45d0>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Duplicate Rows<a id='a521033b-0578-43fc-abb6-e3ffd4e00389'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>Duplicate rows column subset</th>\n",
-       "      <td>all columns</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Duplicate row count</th>\n",
-       "      <td>4</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Duplicate row percentage</th>\n",
-       "      <td>0.24 %</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "                                         \n",
-       "Duplicate rows column subset  all columns\n",
-       "Duplicate row count                     4\n",
-       "Duplicate row percentage           0.24 %"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "# Univariate Analysis<a id='8697807f-136f-451c-bd33-3ef3967d9898'>\n",
-       "---"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## *Mean GISTEMP - numeric*"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "<table width=\"100%\"><tr><td style=\n",
-       "        \"\n",
-       "        text-align: left;\n",
-       "        vertical-align: text-top;\n",
-       "        align-content: center;\n",
-       "        \"\n",
-       "    > <h3> Descriptive Statistics </h3><table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>Number of unique values</th>\n",
-       "      <td>168</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Sum</th>\n",
-       "      <td>40.08</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Mean</th>\n",
-       "      <td>0.02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Mode</th>\n",
-       "      <td>-0.06</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Standard deviation</th>\n",
-       "      <td>0.34</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Mean absolute deviation</th>\n",
-       "      <td>0.28</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Median absolute deviation</th>\n",
-       "      <td>0.24</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Coefficient of variation</th>\n",
-       "      <td>14.10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Kurtosis</th>\n",
-       "      <td>-0.00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Skewness</th>\n",
-       "      <td>0.71</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table> </td><td style=\n",
-       "        \"\n",
-       "        text-align: left;\n",
-       "        vertical-align: text-top;\n",
-       "        align-content: center;\n",
-       "        \"\n",
-       "    > <h3> Quantile Statistics </h3><table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>Minimum</th>\n",
-       "      <td>-0.78</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Maximum</th>\n",
-       "      <td>1.35</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Q1</th>\n",
-       "      <td>-0.23</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Median</th>\n",
-       "      <td>-0.05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Q3</th>\n",
-       "      <td>0.23</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Range</th>\n",
-       "      <td>2.13</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>IQR</th>\n",
-       "      <td>0.46</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table> </td></tr></table>"
-      ],
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-      "text/plain": [
-       "<Figure size 2000x700 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "---"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## *Mean GCAG - numeric*"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "<table width=\"100%\"><tr><td style=\n",
-       "        \"\n",
-       "        text-align: left;\n",
-       "        vertical-align: text-top;\n",
-       "        align-content: center;\n",
-       "        \"\n",
-       "    > <h3> Descriptive Statistics </h3><table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>Number of unique values</th>\n",
-       "      <td>1 522</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Sum</th>\n",
-       "      <td>80.22</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Mean</th>\n",
-       "      <td>0.05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Mode</th>\n",
-       "      <td>-0.29</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Standard deviation</th>\n",
-       "      <td>0.33</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Mean absolute deviation</th>\n",
-       "      <td>0.26</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Median absolute deviation</th>\n",
-       "      <td>0.23</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Coefficient of variation</th>\n",
-       "      <td>6.69</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Kurtosis</th>\n",
-       "      <td>-0.09</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Skewness</th>\n",
-       "      <td>0.68</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table> </td><td style=\n",
-       "        \"\n",
-       "        text-align: left;\n",
-       "        vertical-align: text-top;\n",
-       "        align-content: center;\n",
-       "        \"\n",
-       "    > <h3> Quantile Statistics </h3><table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>Minimum</th>\n",
-       "      <td>-0.68</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Maximum</th>\n",
-       "      <td>1.22</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Q1</th>\n",
-       "      <td>-0.19</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Median</th>\n",
-       "      <td>-0.02</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Q3</th>\n",
-       "      <td>0.25</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Range</th>\n",
-       "      <td>1.90</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>IQR</th>\n",
-       "      <td>0.44</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table> </td></tr></table>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.HTML object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
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-      "text/plain": [
-       "<Figure size 2000x700 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "---"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "# Timeseries analysis<a id='db270a17-c52b-409d-b8d5-9a0c959a7fde'>\n",
-       "---"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Time analysis interactive plot<a id='d7120c8c-7649-4523-94aa-ba6f924ed58e'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
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-          "1969-09-06T00:00:00",
-          "1969-10-06T00:00:00",
-          "1969-11-06T00:00:00",
-          "1969-12-06T00:00:00",
-          "1970-01-06T00:00:00",
-          "1970-02-06T00:00:00",
-          "1970-03-06T00:00:00",
-          "1970-04-06T00:00:00",
-          "1970-05-06T00:00:00",
-          "1970-06-06T00:00:00",
-          "1970-07-06T00:00:00",
-          "1970-08-06T00:00:00",
-          "1970-09-06T00:00:00",
-          "1970-10-06T00:00:00",
-          "1970-11-06T00:00:00",
-          "1970-12-06T00:00:00",
-          "1971-01-06T00:00:00",
-          "1971-02-06T00:00:00",
-          "1971-03-06T00:00:00",
-          "1971-04-06T00:00:00",
-          "1971-05-06T00:00:00",
-          "1971-06-06T00:00:00",
-          "1971-07-06T00:00:00",
-          "1971-08-06T00:00:00",
-          "1971-09-06T00:00:00",
-          "1971-10-06T00:00:00",
-          "1971-11-06T00:00:00",
-          "1971-12-06T00:00:00",
-          "1972-01-06T00:00:00",
-          "1972-02-06T00:00:00",
-          "1972-03-06T00:00:00",
-          "1972-04-06T00:00:00",
-          "1972-05-06T00:00:00",
-          "1972-06-06T00:00:00",
-          "1972-07-06T00:00:00",
-          "1972-08-06T00:00:00",
-          "1972-09-06T00:00:00",
-          "1972-10-06T00:00:00",
-          "1972-11-06T00:00:00",
-          "1972-12-06T00:00:00",
-          "1973-01-06T00:00:00",
-          "1973-02-06T00:00:00",
-          "1973-03-06T00:00:00",
-          "1973-04-06T00:00:00",
-          "1973-05-06T00:00:00",
-          "1973-06-06T00:00:00",
-          "1973-07-06T00:00:00",
-          "1973-08-06T00:00:00",
-          "1973-09-06T00:00:00",
-          "1973-10-06T00:00:00",
-          "1973-11-06T00:00:00",
-          "1973-12-06T00:00:00",
-          "1974-01-06T00:00:00",
-          "1974-02-06T00:00:00",
-          "1974-03-06T00:00:00",
-          "1974-04-06T00:00:00",
-          "1974-05-06T00:00:00",
-          "1974-06-06T00:00:00",
-          "1974-07-06T00:00:00",
-          "1974-08-06T00:00:00",
-          "1974-09-06T00:00:00",
-          "1974-10-06T00:00:00",
-          "1974-11-06T00:00:00",
-          "1974-12-06T00:00:00",
-          "1975-01-06T00:00:00",
-          "1975-02-06T00:00:00",
-          "1975-03-06T00:00:00",
-          "1975-04-06T00:00:00",
-          "1975-05-06T00:00:00",
-          "1975-06-06T00:00:00",
-          "1975-07-06T00:00:00",
-          "1975-08-06T00:00:00",
-          "1975-09-06T00:00:00",
-          "1975-10-06T00:00:00",
-          "1975-11-06T00:00:00",
-          "1975-12-06T00:00:00",
-          "1976-01-06T00:00:00",
-          "1976-02-06T00:00:00",
-          "1976-03-06T00:00:00",
-          "1976-04-06T00:00:00",
-          "1976-05-06T00:00:00",
-          "1976-06-06T00:00:00",
-          "1976-07-06T00:00:00",
-          "1976-08-06T00:00:00",
-          "1976-09-06T00:00:00",
-          "1976-10-06T00:00:00",
-          "1976-11-06T00:00:00",
-          "1976-12-06T00:00:00",
-          "1977-01-06T00:00:00",
-          "1977-02-06T00:00:00",
-          "1977-03-06T00:00:00",
-          "1977-04-06T00:00:00",
-          "1977-05-06T00:00:00",
-          "1977-06-06T00:00:00",
-          "1977-07-06T00:00:00",
-          "1977-08-06T00:00:00",
-          "1977-09-06T00:00:00",
-          "1977-10-06T00:00:00",
-          "1977-11-06T00:00:00",
-          "1977-12-06T00:00:00",
-          "1978-01-06T00:00:00",
-          "1978-02-06T00:00:00",
-          "1978-03-06T00:00:00",
-          "1978-04-06T00:00:00",
-          "1978-05-06T00:00:00",
-          "1978-06-06T00:00:00",
-          "1978-07-06T00:00:00",
-          "1978-08-06T00:00:00",
-          "1978-09-06T00:00:00",
-          "1978-10-06T00:00:00",
-          "1978-11-06T00:00:00",
-          "1978-12-06T00:00:00",
-          "1979-01-06T00:00:00",
-          "1979-02-06T00:00:00",
-          "1979-03-06T00:00:00",
-          "1979-04-06T00:00:00",
-          "1979-05-06T00:00:00",
-          "1979-06-06T00:00:00",
-          "1979-07-06T00:00:00",
-          "1979-08-06T00:00:00",
-          "1979-09-06T00:00:00",
-          "1979-10-06T00:00:00",
-          "1979-11-06T00:00:00",
-          "1979-12-06T00:00:00",
-          "1980-01-06T00:00:00",
-          "1980-02-06T00:00:00",
-          "1980-03-06T00:00:00",
-          "1980-04-06T00:00:00",
-          "1980-05-06T00:00:00",
-          "1980-06-06T00:00:00",
-          "1980-07-06T00:00:00",
-          "1980-08-06T00:00:00",
-          "1980-09-06T00:00:00",
-          "1980-10-06T00:00:00",
-          "1980-11-06T00:00:00",
-          "1980-12-06T00:00:00",
-          "1981-01-06T00:00:00",
-          "1981-02-06T00:00:00",
-          "1981-03-06T00:00:00",
-          "1981-04-06T00:00:00",
-          "1981-05-06T00:00:00",
-          "1981-06-06T00:00:00",
-          "1981-07-06T00:00:00",
-          "1981-08-06T00:00:00",
-          "1981-09-06T00:00:00",
-          "1981-10-06T00:00:00",
-          "1981-11-06T00:00:00",
-          "1981-12-06T00:00:00",
-          "1982-01-06T00:00:00",
-          "1982-02-06T00:00:00",
-          "1982-03-06T00:00:00",
-          "1982-04-06T00:00:00",
-          "1982-05-06T00:00:00",
-          "1982-06-06T00:00:00",
-          "1982-07-06T00:00:00",
-          "1982-08-06T00:00:00",
-          "1982-09-06T00:00:00",
-          "1982-10-06T00:00:00",
-          "1982-11-06T00:00:00",
-          "1982-12-06T00:00:00",
-          "1983-01-06T00:00:00",
-          "1983-02-06T00:00:00",
-          "1983-03-06T00:00:00",
-          "1983-04-06T00:00:00",
-          "1983-05-06T00:00:00",
-          "1983-06-06T00:00:00",
-          "1983-07-06T00:00:00",
-          "1983-08-06T00:00:00",
-          "1983-09-06T00:00:00",
-          "1983-10-06T00:00:00",
-          "1983-11-06T00:00:00",
-          "1983-12-06T00:00:00",
-          "1984-01-06T00:00:00",
-          "1984-02-06T00:00:00",
-          "1984-03-06T00:00:00",
-          "1984-04-06T00:00:00",
-          "1984-05-06T00:00:00",
-          "1984-06-06T00:00:00",
-          "1984-07-06T00:00:00",
-          "1984-08-06T00:00:00",
-          "1984-09-06T00:00:00",
-          "1984-10-06T00:00:00",
-          "1984-11-06T00:00:00",
-          "1984-12-06T00:00:00",
-          "1985-01-06T00:00:00",
-          "1985-02-06T00:00:00",
-          "1985-03-06T00:00:00",
-          "1985-04-06T00:00:00",
-          "1985-05-06T00:00:00",
-          "1985-06-06T00:00:00",
-          "1985-07-06T00:00:00",
-          "1985-08-06T00:00:00",
-          "1985-09-06T00:00:00",
-          "1985-10-06T00:00:00",
-          "1985-11-06T00:00:00",
-          "1985-12-06T00:00:00",
-          "1986-01-06T00:00:00",
-          "1986-02-06T00:00:00",
-          "1986-03-06T00:00:00",
-          "1986-04-06T00:00:00",
-          "1986-05-06T00:00:00",
-          "1986-06-06T00:00:00",
-          "1986-07-06T00:00:00",
-          "1986-08-06T00:00:00",
-          "1986-09-06T00:00:00",
-          "1986-10-06T00:00:00",
-          "1986-11-06T00:00:00",
-          "1986-12-06T00:00:00",
-          "1987-01-06T00:00:00",
-          "1987-02-06T00:00:00",
-          "1987-03-06T00:00:00",
-          "1987-04-06T00:00:00",
-          "1987-05-06T00:00:00",
-          "1987-06-06T00:00:00",
-          "1987-07-06T00:00:00",
-          "1987-08-06T00:00:00",
-          "1987-09-06T00:00:00",
-          "1987-10-06T00:00:00",
-          "1987-11-06T00:00:00",
-          "1987-12-06T00:00:00",
-          "1988-01-06T00:00:00",
-          "1988-02-06T00:00:00",
-          "1988-03-06T00:00:00",
-          "1988-04-06T00:00:00",
-          "1988-05-06T00:00:00",
-          "1988-06-06T00:00:00",
-          "1988-07-06T00:00:00",
-          "1988-08-06T00:00:00",
-          "1988-09-06T00:00:00",
-          "1988-10-06T00:00:00",
-          "1988-11-06T00:00:00",
-          "1988-12-06T00:00:00",
-          "1989-01-06T00:00:00",
-          "1989-02-06T00:00:00",
-          "1989-03-06T00:00:00",
-          "1989-04-06T00:00:00",
-          "1989-05-06T00:00:00",
-          "1989-06-06T00:00:00",
-          "1989-07-06T00:00:00",
-          "1989-08-06T00:00:00",
-          "1989-09-06T00:00:00",
-          "1989-10-06T00:00:00",
-          "1989-11-06T00:00:00",
-          "1989-12-06T00:00:00",
-          "1990-01-06T00:00:00",
-          "1990-02-06T00:00:00",
-          "1990-03-06T00:00:00",
-          "1990-04-06T00:00:00",
-          "1990-05-06T00:00:00",
-          "1990-06-06T00:00:00",
-          "1990-07-06T00:00:00",
-          "1990-08-06T00:00:00",
-          "1990-09-06T00:00:00",
-          "1990-10-06T00:00:00",
-          "1990-11-06T00:00:00",
-          "1990-12-06T00:00:00",
-          "1991-01-06T00:00:00",
-          "1991-02-06T00:00:00",
-          "1991-03-06T00:00:00",
-          "1991-04-06T00:00:00",
-          "1991-05-06T00:00:00",
-          "1991-06-06T00:00:00",
-          "1991-07-06T00:00:00",
-          "1991-08-06T00:00:00",
-          "1991-09-06T00:00:00",
-          "1991-10-06T00:00:00",
-          "1991-11-06T00:00:00",
-          "1991-12-06T00:00:00",
-          "1992-01-06T00:00:00",
-          "1992-02-06T00:00:00",
-          "1992-03-06T00:00:00",
-          "1992-04-06T00:00:00",
-          "1992-05-06T00:00:00",
-          "1992-06-06T00:00:00",
-          "1992-07-06T00:00:00",
-          "1992-08-06T00:00:00",
-          "1992-09-06T00:00:00",
-          "1992-10-06T00:00:00",
-          "1992-11-06T00:00:00",
-          "1992-12-06T00:00:00",
-          "1993-01-06T00:00:00",
-          "1993-02-06T00:00:00",
-          "1993-03-06T00:00:00",
-          "1993-04-06T00:00:00",
-          "1993-05-06T00:00:00",
-          "1993-06-06T00:00:00",
-          "1993-07-06T00:00:00",
-          "1993-08-06T00:00:00",
-          "1993-09-06T00:00:00",
-          "1993-10-06T00:00:00",
-          "1993-11-06T00:00:00",
-          "1993-12-06T00:00:00",
-          "1994-01-06T00:00:00",
-          "1994-02-06T00:00:00",
-          "1994-03-06T00:00:00",
-          "1994-04-06T00:00:00",
-          "1994-05-06T00:00:00",
-          "1994-06-06T00:00:00",
-          "1994-07-06T00:00:00",
-          "1994-08-06T00:00:00",
-          "1994-09-06T00:00:00",
-          "1994-10-06T00:00:00",
-          "1994-11-06T00:00:00",
-          "1994-12-06T00:00:00",
-          "1995-01-06T00:00:00",
-          "1995-02-06T00:00:00",
-          "1995-03-06T00:00:00",
-          "1995-04-06T00:00:00",
-          "1995-05-06T00:00:00",
-          "1995-06-06T00:00:00",
-          "1995-07-06T00:00:00",
-          "1995-08-06T00:00:00",
-          "1995-09-06T00:00:00",
-          "1995-10-06T00:00:00",
-          "1995-11-06T00:00:00",
-          "1995-12-06T00:00:00",
-          "1996-01-06T00:00:00",
-          "1996-02-06T00:00:00",
-          "1996-03-06T00:00:00",
-          "1996-04-06T00:00:00",
-          "1996-05-06T00:00:00",
-          "1996-06-06T00:00:00",
-          "1996-07-06T00:00:00",
-          "1996-08-06T00:00:00",
-          "1996-09-06T00:00:00",
-          "1996-10-06T00:00:00",
-          "1996-11-06T00:00:00",
-          "1996-12-06T00:00:00",
-          "1997-01-06T00:00:00",
-          "1997-02-06T00:00:00",
-          "1997-03-06T00:00:00",
-          "1997-04-06T00:00:00",
-          "1997-05-06T00:00:00",
-          "1997-06-06T00:00:00",
-          "1997-07-06T00:00:00",
-          "1997-08-06T00:00:00",
-          "1997-09-06T00:00:00",
-          "1997-10-06T00:00:00",
-          "1997-11-06T00:00:00",
-          "1997-12-06T00:00:00",
-          "1998-01-06T00:00:00",
-          "1998-02-06T00:00:00",
-          "1998-03-06T00:00:00",
-          "1998-04-06T00:00:00",
-          "1998-05-06T00:00:00",
-          "1998-06-06T00:00:00",
-          "1998-07-06T00:00:00",
-          "1998-08-06T00:00:00",
-          "1998-09-06T00:00:00",
-          "1998-10-06T00:00:00",
-          "1998-11-06T00:00:00",
-          "1998-12-06T00:00:00",
-          "1999-01-06T00:00:00",
-          "1999-02-06T00:00:00",
-          "1999-03-06T00:00:00",
-          "1999-04-06T00:00:00",
-          "1999-05-06T00:00:00",
-          "1999-06-06T00:00:00",
-          "1999-07-06T00:00:00",
-          "1999-08-06T00:00:00",
-          "1999-09-06T00:00:00",
-          "1999-10-06T00:00:00",
-          "1999-11-06T00:00:00",
-          "1999-12-06T00:00:00",
-          "2000-01-06T00:00:00",
-          "2000-02-06T00:00:00",
-          "2000-03-06T00:00:00",
-          "2000-04-06T00:00:00",
-          "2000-05-06T00:00:00",
-          "2000-06-06T00:00:00",
-          "2000-07-06T00:00:00",
-          "2000-08-06T00:00:00",
-          "2000-09-06T00:00:00",
-          "2000-10-06T00:00:00",
-          "2000-11-06T00:00:00",
-          "2000-12-06T00:00:00",
-          "2001-01-06T00:00:00",
-          "2001-02-06T00:00:00",
-          "2001-03-06T00:00:00",
-          "2001-04-06T00:00:00",
-          "2001-05-06T00:00:00",
-          "2001-06-06T00:00:00",
-          "2001-07-06T00:00:00",
-          "2001-08-06T00:00:00",
-          "2001-09-06T00:00:00",
-          "2001-10-06T00:00:00",
-          "2001-11-06T00:00:00",
-          "2001-12-06T00:00:00",
-          "2002-01-06T00:00:00",
-          "2002-02-06T00:00:00",
-          "2002-03-06T00:00:00",
-          "2002-04-06T00:00:00",
-          "2002-05-06T00:00:00",
-          "2002-06-06T00:00:00",
-          "2002-07-06T00:00:00",
-          "2002-08-06T00:00:00",
-          "2002-09-06T00:00:00",
-          "2002-10-06T00:00:00",
-          "2002-11-06T00:00:00",
-          "2002-12-06T00:00:00",
-          "2003-01-06T00:00:00",
-          "2003-02-06T00:00:00",
-          "2003-03-06T00:00:00",
-          "2003-04-06T00:00:00",
-          "2003-05-06T00:00:00",
-          "2003-06-06T00:00:00",
-          "2003-07-06T00:00:00",
-          "2003-08-06T00:00:00",
-          "2003-09-06T00:00:00",
-          "2003-10-06T00:00:00",
-          "2003-11-06T00:00:00",
-          "2003-12-06T00:00:00",
-          "2004-01-06T00:00:00",
-          "2004-02-06T00:00:00",
-          "2004-03-06T00:00:00",
-          "2004-04-06T00:00:00",
-          "2004-05-06T00:00:00",
-          "2004-06-06T00:00:00",
-          "2004-07-06T00:00:00",
-          "2004-08-06T00:00:00",
-          "2004-09-06T00:00:00",
-          "2004-10-06T00:00:00",
-          "2004-11-06T00:00:00",
-          "2004-12-06T00:00:00",
-          "2005-01-06T00:00:00",
-          "2005-02-06T00:00:00",
-          "2005-03-06T00:00:00",
-          "2005-04-06T00:00:00",
-          "2005-05-06T00:00:00",
-          "2005-06-06T00:00:00",
-          "2005-07-06T00:00:00",
-          "2005-08-06T00:00:00",
-          "2005-09-06T00:00:00",
-          "2005-10-06T00:00:00",
-          "2005-11-06T00:00:00",
-          "2005-12-06T00:00:00",
-          "2006-01-06T00:00:00",
-          "2006-02-06T00:00:00",
-          "2006-03-06T00:00:00",
-          "2006-04-06T00:00:00",
-          "2006-05-06T00:00:00",
-          "2006-06-06T00:00:00",
-          "2006-07-06T00:00:00",
-          "2006-08-06T00:00:00",
-          "2006-09-06T00:00:00",
-          "2006-10-06T00:00:00",
-          "2006-11-06T00:00:00",
-          "2006-12-06T00:00:00",
-          "2007-01-06T00:00:00",
-          "2007-02-06T00:00:00",
-          "2007-03-06T00:00:00",
-          "2007-04-06T00:00:00",
-          "2007-05-06T00:00:00",
-          "2007-06-06T00:00:00",
-          "2007-07-06T00:00:00",
-          "2007-08-06T00:00:00",
-          "2007-09-06T00:00:00",
-          "2007-10-06T00:00:00",
-          "2007-11-06T00:00:00",
-          "2007-12-06T00:00:00",
-          "2008-01-06T00:00:00",
-          "2008-02-06T00:00:00",
-          "2008-03-06T00:00:00",
-          "2008-04-06T00:00:00",
-          "2008-05-06T00:00:00",
-          "2008-06-06T00:00:00",
-          "2008-07-06T00:00:00",
-          "2008-08-06T00:00:00",
-          "2008-09-06T00:00:00",
-          "2008-10-06T00:00:00",
-          "2008-11-06T00:00:00",
-          "2008-12-06T00:00:00",
-          "2009-01-06T00:00:00",
-          "2009-02-06T00:00:00",
-          "2009-03-06T00:00:00",
-          "2009-04-06T00:00:00",
-          "2009-05-06T00:00:00",
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-          "1960-10-06T00:00:00",
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-          "1961-01-06T00:00:00",
-          "1961-02-06T00:00:00",
-          "1961-03-06T00:00:00",
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-          "1962-02-06T00:00:00",
-          "1962-03-06T00:00:00",
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-          "1962-06-06T00:00:00",
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-          "1963-03-06T00:00:00",
-          "1963-04-06T00:00:00",
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-          "1963-06-06T00:00:00",
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-          "1964-01-06T00:00:00",
-          "1964-02-06T00:00:00",
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-          "1964-06-06T00:00:00",
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-          "1964-11-06T00:00:00",
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-          "1965-01-06T00:00:00",
-          "1965-02-06T00:00:00",
-          "1965-03-06T00:00:00",
-          "1965-04-06T00:00:00",
-          "1965-05-06T00:00:00",
-          "1965-06-06T00:00:00",
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-          "1965-10-06T00:00:00",
-          "1965-11-06T00:00:00",
-          "1965-12-06T00:00:00",
-          "1966-01-06T00:00:00",
-          "1966-02-06T00:00:00",
-          "1966-03-06T00:00:00",
-          "1966-04-06T00:00:00",
-          "1966-05-06T00:00:00",
-          "1966-06-06T00:00:00",
-          "1966-07-06T00:00:00",
-          "1966-08-06T00:00:00",
-          "1966-09-06T00:00:00",
-          "1966-10-06T00:00:00",
-          "1966-11-06T00:00:00",
-          "1966-12-06T00:00:00",
-          "1967-01-06T00:00:00",
-          "1967-02-06T00:00:00",
-          "1967-03-06T00:00:00",
-          "1967-04-06T00:00:00",
-          "1967-05-06T00:00:00",
-          "1967-06-06T00:00:00",
-          "1967-07-06T00:00:00",
-          "1967-08-06T00:00:00",
-          "1967-09-06T00:00:00",
-          "1967-10-06T00:00:00",
-          "1967-11-06T00:00:00",
-          "1967-12-06T00:00:00",
-          "1968-01-06T00:00:00",
-          "1968-02-06T00:00:00",
-          "1968-03-06T00:00:00",
-          "1968-04-06T00:00:00",
-          "1968-05-06T00:00:00",
-          "1968-06-06T00:00:00",
-          "1968-07-06T00:00:00",
-          "1968-08-06T00:00:00",
-          "1968-09-06T00:00:00",
-          "1968-10-06T00:00:00",
-          "1968-11-06T00:00:00",
-          "1968-12-06T00:00:00",
-          "1969-01-06T00:00:00",
-          "1969-02-06T00:00:00",
-          "1969-03-06T00:00:00",
-          "1969-04-06T00:00:00",
-          "1969-05-06T00:00:00",
-          "1969-06-06T00:00:00",
-          "1969-07-06T00:00:00",
-          "1969-08-06T00:00:00",
-          "1969-09-06T00:00:00",
-          "1969-10-06T00:00:00",
-          "1969-11-06T00:00:00",
-          "1969-12-06T00:00:00",
-          "1970-01-06T00:00:00",
-          "1970-02-06T00:00:00",
-          "1970-03-06T00:00:00",
-          "1970-04-06T00:00:00",
-          "1970-05-06T00:00:00",
-          "1970-06-06T00:00:00",
-          "1970-07-06T00:00:00",
-          "1970-08-06T00:00:00",
-          "1970-09-06T00:00:00",
-          "1970-10-06T00:00:00",
-          "1970-11-06T00:00:00",
-          "1970-12-06T00:00:00",
-          "1971-01-06T00:00:00",
-          "1971-02-06T00:00:00",
-          "1971-03-06T00:00:00",
-          "1971-04-06T00:00:00",
-          "1971-05-06T00:00:00",
-          "1971-06-06T00:00:00",
-          "1971-07-06T00:00:00",
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-          "1971-10-06T00:00:00",
-          "1971-11-06T00:00:00",
-          "1971-12-06T00:00:00",
-          "1972-01-06T00:00:00",
-          "1972-02-06T00:00:00",
-          "1972-03-06T00:00:00",
-          "1972-04-06T00:00:00",
-          "1972-05-06T00:00:00",
-          "1972-06-06T00:00:00",
-          "1972-07-06T00:00:00",
-          "1972-08-06T00:00:00",
-          "1972-09-06T00:00:00",
-          "1972-10-06T00:00:00",
-          "1972-11-06T00:00:00",
-          "1972-12-06T00:00:00",
-          "1973-01-06T00:00:00",
-          "1973-02-06T00:00:00",
-          "1973-03-06T00:00:00",
-          "1973-04-06T00:00:00",
-          "1973-05-06T00:00:00",
-          "1973-06-06T00:00:00",
-          "1973-07-06T00:00:00",
-          "1973-08-06T00:00:00",
-          "1973-09-06T00:00:00",
-          "1973-10-06T00:00:00",
-          "1973-11-06T00:00:00",
-          "1973-12-06T00:00:00",
-          "1974-01-06T00:00:00",
-          "1974-02-06T00:00:00",
-          "1974-03-06T00:00:00",
-          "1974-04-06T00:00:00",
-          "1974-05-06T00:00:00",
-          "1974-06-06T00:00:00",
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-          "1974-09-06T00:00:00",
-          "1974-10-06T00:00:00",
-          "1974-11-06T00:00:00",
-          "1974-12-06T00:00:00",
-          "1975-01-06T00:00:00",
-          "1975-02-06T00:00:00",
-          "1975-03-06T00:00:00",
-          "1975-04-06T00:00:00",
-          "1975-05-06T00:00:00",
-          "1975-06-06T00:00:00",
-          "1975-07-06T00:00:00",
-          "1975-08-06T00:00:00",
-          "1975-09-06T00:00:00",
-          "1975-10-06T00:00:00",
-          "1975-11-06T00:00:00",
-          "1975-12-06T00:00:00",
-          "1976-01-06T00:00:00",
-          "1976-02-06T00:00:00",
-          "1976-03-06T00:00:00",
-          "1976-04-06T00:00:00",
-          "1976-05-06T00:00:00",
-          "1976-06-06T00:00:00",
-          "1976-07-06T00:00:00",
-          "1976-08-06T00:00:00",
-          "1976-09-06T00:00:00",
-          "1976-10-06T00:00:00",
-          "1976-11-06T00:00:00",
-          "1976-12-06T00:00:00",
-          "1977-01-06T00:00:00",
-          "1977-02-06T00:00:00",
-          "1977-03-06T00:00:00",
-          "1977-04-06T00:00:00",
-          "1977-05-06T00:00:00",
-          "1977-06-06T00:00:00",
-          "1977-07-06T00:00:00",
-          "1977-08-06T00:00:00",
-          "1977-09-06T00:00:00",
-          "1977-10-06T00:00:00",
-          "1977-11-06T00:00:00",
-          "1977-12-06T00:00:00",
-          "1978-01-06T00:00:00",
-          "1978-02-06T00:00:00",
-          "1978-03-06T00:00:00",
-          "1978-04-06T00:00:00",
-          "1978-05-06T00:00:00",
-          "1978-06-06T00:00:00",
-          "1978-07-06T00:00:00",
-          "1978-08-06T00:00:00",
-          "1978-09-06T00:00:00",
-          "1978-10-06T00:00:00",
-          "1978-11-06T00:00:00",
-          "1978-12-06T00:00:00",
-          "1979-01-06T00:00:00",
-          "1979-02-06T00:00:00",
-          "1979-03-06T00:00:00",
-          "1979-04-06T00:00:00",
-          "1979-05-06T00:00:00",
-          "1979-06-06T00:00:00",
-          "1979-07-06T00:00:00",
-          "1979-08-06T00:00:00",
-          "1979-09-06T00:00:00",
-          "1979-10-06T00:00:00",
-          "1979-11-06T00:00:00",
-          "1979-12-06T00:00:00",
-          "1980-01-06T00:00:00",
-          "1980-02-06T00:00:00",
-          "1980-03-06T00:00:00",
-          "1980-04-06T00:00:00",
-          "1980-05-06T00:00:00",
-          "1980-06-06T00:00:00",
-          "1980-07-06T00:00:00",
-          "1980-08-06T00:00:00",
-          "1980-09-06T00:00:00",
-          "1980-10-06T00:00:00",
-          "1980-11-06T00:00:00",
-          "1980-12-06T00:00:00",
-          "1981-01-06T00:00:00",
-          "1981-02-06T00:00:00",
-          "1981-03-06T00:00:00",
-          "1981-04-06T00:00:00",
-          "1981-05-06T00:00:00",
-          "1981-06-06T00:00:00",
-          "1981-07-06T00:00:00",
-          "1981-08-06T00:00:00",
-          "1981-09-06T00:00:00",
-          "1981-10-06T00:00:00",
-          "1981-11-06T00:00:00",
-          "1981-12-06T00:00:00",
-          "1982-01-06T00:00:00",
-          "1982-02-06T00:00:00",
-          "1982-03-06T00:00:00",
-          "1982-04-06T00:00:00",
-          "1982-05-06T00:00:00",
-          "1982-06-06T00:00:00",
-          "1982-07-06T00:00:00",
-          "1982-08-06T00:00:00",
-          "1982-09-06T00:00:00",
-          "1982-10-06T00:00:00",
-          "1982-11-06T00:00:00",
-          "1982-12-06T00:00:00",
-          "1983-01-06T00:00:00",
-          "1983-02-06T00:00:00",
-          "1983-03-06T00:00:00",
-          "1983-04-06T00:00:00",
-          "1983-05-06T00:00:00",
-          "1983-06-06T00:00:00",
-          "1983-07-06T00:00:00",
-          "1983-08-06T00:00:00",
-          "1983-09-06T00:00:00",
-          "1983-10-06T00:00:00",
-          "1983-11-06T00:00:00",
-          "1983-12-06T00:00:00",
-          "1984-01-06T00:00:00",
-          "1984-02-06T00:00:00",
-          "1984-03-06T00:00:00",
-          "1984-04-06T00:00:00",
-          "1984-05-06T00:00:00",
-          "1984-06-06T00:00:00",
-          "1984-07-06T00:00:00",
-          "1984-08-06T00:00:00",
-          "1984-09-06T00:00:00",
-          "1984-10-06T00:00:00",
-          "1984-11-06T00:00:00",
-          "1984-12-06T00:00:00",
-          "1985-01-06T00:00:00",
-          "1985-02-06T00:00:00",
-          "1985-03-06T00:00:00",
-          "1985-04-06T00:00:00",
-          "1985-05-06T00:00:00",
-          "1985-06-06T00:00:00",
-          "1985-07-06T00:00:00",
-          "1985-08-06T00:00:00",
-          "1985-09-06T00:00:00",
-          "1985-10-06T00:00:00",
-          "1985-11-06T00:00:00",
-          "1985-12-06T00:00:00",
-          "1986-01-06T00:00:00",
-          "1986-02-06T00:00:00",
-          "1986-03-06T00:00:00",
-          "1986-04-06T00:00:00",
-          "1986-05-06T00:00:00",
-          "1986-06-06T00:00:00",
-          "1986-07-06T00:00:00",
-          "1986-08-06T00:00:00",
-          "1986-09-06T00:00:00",
-          "1986-10-06T00:00:00",
-          "1986-11-06T00:00:00",
-          "1986-12-06T00:00:00",
-          "1987-01-06T00:00:00",
-          "1987-02-06T00:00:00",
-          "1987-03-06T00:00:00",
-          "1987-04-06T00:00:00",
-          "1987-05-06T00:00:00",
-          "1987-06-06T00:00:00",
-          "1987-07-06T00:00:00",
-          "1987-08-06T00:00:00",
-          "1987-09-06T00:00:00",
-          "1987-10-06T00:00:00",
-          "1987-11-06T00:00:00",
-          "1987-12-06T00:00:00",
-          "1988-01-06T00:00:00",
-          "1988-02-06T00:00:00",
-          "1988-03-06T00:00:00",
-          "1988-04-06T00:00:00",
-          "1988-05-06T00:00:00",
-          "1988-06-06T00:00:00",
-          "1988-07-06T00:00:00",
-          "1988-08-06T00:00:00",
-          "1988-09-06T00:00:00",
-          "1988-10-06T00:00:00",
-          "1988-11-06T00:00:00",
-          "1988-12-06T00:00:00",
-          "1989-01-06T00:00:00",
-          "1989-02-06T00:00:00",
-          "1989-03-06T00:00:00",
-          "1989-04-06T00:00:00",
-          "1989-05-06T00:00:00",
-          "1989-06-06T00:00:00",
-          "1989-07-06T00:00:00",
-          "1989-08-06T00:00:00",
-          "1989-09-06T00:00:00",
-          "1989-10-06T00:00:00",
-          "1989-11-06T00:00:00",
-          "1989-12-06T00:00:00",
-          "1990-01-06T00:00:00",
-          "1990-02-06T00:00:00",
-          "1990-03-06T00:00:00",
-          "1990-04-06T00:00:00",
-          "1990-05-06T00:00:00",
-          "1990-06-06T00:00:00",
-          "1990-07-06T00:00:00",
-          "1990-08-06T00:00:00",
-          "1990-09-06T00:00:00",
-          "1990-10-06T00:00:00",
-          "1990-11-06T00:00:00",
-          "1990-12-06T00:00:00",
-          "1991-01-06T00:00:00",
-          "1991-02-06T00:00:00",
-          "1991-03-06T00:00:00",
-          "1991-04-06T00:00:00",
-          "1991-05-06T00:00:00",
-          "1991-06-06T00:00:00",
-          "1991-07-06T00:00:00",
-          "1991-08-06T00:00:00",
-          "1991-09-06T00:00:00",
-          "1991-10-06T00:00:00",
-          "1991-11-06T00:00:00",
-          "1991-12-06T00:00:00",
-          "1992-01-06T00:00:00",
-          "1992-02-06T00:00:00",
-          "1992-03-06T00:00:00",
-          "1992-04-06T00:00:00",
-          "1992-05-06T00:00:00",
-          "1992-06-06T00:00:00",
-          "1992-07-06T00:00:00",
-          "1992-08-06T00:00:00",
-          "1992-09-06T00:00:00",
-          "1992-10-06T00:00:00",
-          "1992-11-06T00:00:00",
-          "1992-12-06T00:00:00",
-          "1993-01-06T00:00:00",
-          "1993-02-06T00:00:00",
-          "1993-03-06T00:00:00",
-          "1993-04-06T00:00:00",
-          "1993-05-06T00:00:00",
-          "1993-06-06T00:00:00",
-          "1993-07-06T00:00:00",
-          "1993-08-06T00:00:00",
-          "1993-09-06T00:00:00",
-          "1993-10-06T00:00:00",
-          "1993-11-06T00:00:00",
-          "1993-12-06T00:00:00",
-          "1994-01-06T00:00:00",
-          "1994-02-06T00:00:00",
-          "1994-03-06T00:00:00",
-          "1994-04-06T00:00:00",
-          "1994-05-06T00:00:00",
-          "1994-06-06T00:00:00",
-          "1994-07-06T00:00:00",
-          "1994-08-06T00:00:00",
-          "1994-09-06T00:00:00",
-          "1994-10-06T00:00:00",
-          "1994-11-06T00:00:00",
-          "1994-12-06T00:00:00",
-          "1995-01-06T00:00:00",
-          "1995-02-06T00:00:00",
-          "1995-03-06T00:00:00",
-          "1995-04-06T00:00:00",
-          "1995-05-06T00:00:00",
-          "1995-06-06T00:00:00",
-          "1995-07-06T00:00:00",
-          "1995-08-06T00:00:00",
-          "1995-09-06T00:00:00",
-          "1995-10-06T00:00:00",
-          "1995-11-06T00:00:00",
-          "1995-12-06T00:00:00",
-          "1996-01-06T00:00:00",
-          "1996-02-06T00:00:00",
-          "1996-03-06T00:00:00",
-          "1996-04-06T00:00:00",
-          "1996-05-06T00:00:00",
-          "1996-06-06T00:00:00",
-          "1996-07-06T00:00:00",
-          "1996-08-06T00:00:00",
-          "1996-09-06T00:00:00",
-          "1996-10-06T00:00:00",
-          "1996-11-06T00:00:00",
-          "1996-12-06T00:00:00",
-          "1997-01-06T00:00:00",
-          "1997-02-06T00:00:00",
-          "1997-03-06T00:00:00",
-          "1997-04-06T00:00:00",
-          "1997-05-06T00:00:00",
-          "1997-06-06T00:00:00",
-          "1997-07-06T00:00:00",
-          "1997-08-06T00:00:00",
-          "1997-09-06T00:00:00",
-          "1997-10-06T00:00:00",
-          "1997-11-06T00:00:00",
-          "1997-12-06T00:00:00",
-          "1998-01-06T00:00:00",
-          "1998-02-06T00:00:00",
-          "1998-03-06T00:00:00",
-          "1998-04-06T00:00:00",
-          "1998-05-06T00:00:00",
-          "1998-06-06T00:00:00",
-          "1998-07-06T00:00:00",
-          "1998-08-06T00:00:00",
-          "1998-09-06T00:00:00",
-          "1998-10-06T00:00:00",
-          "1998-11-06T00:00:00",
-          "1998-12-06T00:00:00",
-          "1999-01-06T00:00:00",
-          "1999-02-06T00:00:00",
-          "1999-03-06T00:00:00",
-          "1999-04-06T00:00:00",
-          "1999-05-06T00:00:00",
-          "1999-06-06T00:00:00",
-          "1999-07-06T00:00:00",
-          "1999-08-06T00:00:00",
-          "1999-09-06T00:00:00",
-          "1999-10-06T00:00:00",
-          "1999-11-06T00:00:00",
-          "1999-12-06T00:00:00",
-          "2000-01-06T00:00:00",
-          "2000-02-06T00:00:00",
-          "2000-03-06T00:00:00",
-          "2000-04-06T00:00:00",
-          "2000-05-06T00:00:00",
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-          "1971-10-06T00:00:00",
-          "1971-11-06T00:00:00",
-          "1971-12-06T00:00:00",
-          "1972-01-06T00:00:00",
-          "1972-02-06T00:00:00",
-          "1972-03-06T00:00:00",
-          "1972-04-06T00:00:00",
-          "1972-05-06T00:00:00",
-          "1972-06-06T00:00:00",
-          "1972-07-06T00:00:00",
-          "1972-08-06T00:00:00",
-          "1972-09-06T00:00:00",
-          "1972-10-06T00:00:00",
-          "1972-11-06T00:00:00",
-          "1972-12-06T00:00:00",
-          "1973-01-06T00:00:00",
-          "1973-02-06T00:00:00",
-          "1973-03-06T00:00:00",
-          "1973-04-06T00:00:00",
-          "1973-05-06T00:00:00",
-          "1973-06-06T00:00:00",
-          "1973-07-06T00:00:00",
-          "1973-08-06T00:00:00",
-          "1973-09-06T00:00:00",
-          "1973-10-06T00:00:00",
-          "1973-11-06T00:00:00",
-          "1973-12-06T00:00:00",
-          "1974-01-06T00:00:00",
-          "1974-02-06T00:00:00",
-          "1974-03-06T00:00:00",
-          "1974-04-06T00:00:00",
-          "1974-05-06T00:00:00",
-          "1974-06-06T00:00:00",
-          "1974-07-06T00:00:00",
-          "1974-08-06T00:00:00",
-          "1974-09-06T00:00:00",
-          "1974-10-06T00:00:00",
-          "1974-11-06T00:00:00",
-          "1974-12-06T00:00:00",
-          "1975-01-06T00:00:00",
-          "1975-02-06T00:00:00",
-          "1975-03-06T00:00:00",
-          "1975-04-06T00:00:00",
-          "1975-05-06T00:00:00",
-          "1975-06-06T00:00:00",
-          "1975-07-06T00:00:00",
-          "1975-08-06T00:00:00",
-          "1975-09-06T00:00:00",
-          "1975-10-06T00:00:00",
-          "1975-11-06T00:00:00",
-          "1975-12-06T00:00:00",
-          "1976-01-06T00:00:00",
-          "1976-02-06T00:00:00",
-          "1976-03-06T00:00:00",
-          "1976-04-06T00:00:00",
-          "1976-05-06T00:00:00",
-          "1976-06-06T00:00:00",
-          "1976-07-06T00:00:00",
-          "1976-08-06T00:00:00",
-          "1976-09-06T00:00:00",
-          "1976-10-06T00:00:00",
-          "1976-11-06T00:00:00",
-          "1976-12-06T00:00:00",
-          "1977-01-06T00:00:00",
-          "1977-02-06T00:00:00",
-          "1977-03-06T00:00:00",
-          "1977-04-06T00:00:00",
-          "1977-05-06T00:00:00",
-          "1977-06-06T00:00:00",
-          "1977-07-06T00:00:00",
-          "1977-08-06T00:00:00",
-          "1977-09-06T00:00:00",
-          "1977-10-06T00:00:00",
-          "1977-11-06T00:00:00",
-          "1977-12-06T00:00:00",
-          "1978-01-06T00:00:00",
-          "1978-02-06T00:00:00",
-          "1978-03-06T00:00:00",
-          "1978-04-06T00:00:00",
-          "1978-05-06T00:00:00",
-          "1978-06-06T00:00:00",
-          "1978-07-06T00:00:00",
-          "1978-08-06T00:00:00",
-          "1978-09-06T00:00:00",
-          "1978-10-06T00:00:00",
-          "1978-11-06T00:00:00",
-          "1978-12-06T00:00:00",
-          "1979-01-06T00:00:00",
-          "1979-02-06T00:00:00",
-          "1979-03-06T00:00:00",
-          "1979-04-06T00:00:00",
-          "1979-05-06T00:00:00",
-          "1979-06-06T00:00:00",
-          "1979-07-06T00:00:00",
-          "1979-08-06T00:00:00",
-          "1979-09-06T00:00:00",
-          "1979-10-06T00:00:00",
-          "1979-11-06T00:00:00",
-          "1979-12-06T00:00:00",
-          "1980-01-06T00:00:00",
-          "1980-02-06T00:00:00",
-          "1980-03-06T00:00:00",
-          "1980-04-06T00:00:00",
-          "1980-05-06T00:00:00",
-          "1980-06-06T00:00:00",
-          "1980-07-06T00:00:00",
-          "1980-08-06T00:00:00",
-          "1980-09-06T00:00:00",
-          "1980-10-06T00:00:00",
-          "1980-11-06T00:00:00",
-          "1980-12-06T00:00:00",
-          "1981-01-06T00:00:00",
-          "1981-02-06T00:00:00",
-          "1981-03-06T00:00:00",
-          "1981-04-06T00:00:00",
-          "1981-05-06T00:00:00",
-          "1981-06-06T00:00:00",
-          "1981-07-06T00:00:00",
-          "1981-08-06T00:00:00",
-          "1981-09-06T00:00:00",
-          "1981-10-06T00:00:00",
-          "1981-11-06T00:00:00",
-          "1981-12-06T00:00:00",
-          "1982-01-06T00:00:00",
-          "1982-02-06T00:00:00",
-          "1982-03-06T00:00:00",
-          "1982-04-06T00:00:00",
-          "1982-05-06T00:00:00",
-          "1982-06-06T00:00:00",
-          "1982-07-06T00:00:00",
-          "1982-08-06T00:00:00",
-          "1982-09-06T00:00:00",
-          "1982-10-06T00:00:00",
-          "1982-11-06T00:00:00",
-          "1982-12-06T00:00:00",
-          "1983-01-06T00:00:00",
-          "1983-02-06T00:00:00",
-          "1983-03-06T00:00:00",
-          "1983-04-06T00:00:00",
-          "1983-05-06T00:00:00",
-          "1983-06-06T00:00:00",
-          "1983-07-06T00:00:00",
-          "1983-08-06T00:00:00",
-          "1983-09-06T00:00:00",
-          "1983-10-06T00:00:00",
-          "1983-11-06T00:00:00",
-          "1983-12-06T00:00:00",
-          "1984-01-06T00:00:00",
-          "1984-02-06T00:00:00",
-          "1984-03-06T00:00:00",
-          "1984-04-06T00:00:00",
-          "1984-05-06T00:00:00",
-          "1984-06-06T00:00:00",
-          "1984-07-06T00:00:00",
-          "1984-08-06T00:00:00",
-          "1984-09-06T00:00:00",
-          "1984-10-06T00:00:00",
-          "1984-11-06T00:00:00",
-          "1984-12-06T00:00:00",
-          "1985-01-06T00:00:00",
-          "1985-02-06T00:00:00",
-          "1985-03-06T00:00:00",
-          "1985-04-06T00:00:00",
-          "1985-05-06T00:00:00",
-          "1985-06-06T00:00:00",
-          "1985-07-06T00:00:00",
-          "1985-08-06T00:00:00",
-          "1985-09-06T00:00:00",
-          "1985-10-06T00:00:00",
-          "1985-11-06T00:00:00",
-          "1985-12-06T00:00:00",
-          "1986-01-06T00:00:00",
-          "1986-02-06T00:00:00",
-          "1986-03-06T00:00:00",
-          "1986-04-06T00:00:00",
-          "1986-05-06T00:00:00",
-          "1986-06-06T00:00:00",
-          "1986-07-06T00:00:00",
-          "1986-08-06T00:00:00",
-          "1986-09-06T00:00:00",
-          "1986-10-06T00:00:00",
-          "1986-11-06T00:00:00",
-          "1986-12-06T00:00:00",
-          "1987-01-06T00:00:00",
-          "1987-02-06T00:00:00",
-          "1987-03-06T00:00:00",
-          "1987-04-06T00:00:00",
-          "1987-05-06T00:00:00",
-          "1987-06-06T00:00:00",
-          "1987-07-06T00:00:00",
-          "1987-08-06T00:00:00",
-          "1987-09-06T00:00:00",
-          "1987-10-06T00:00:00",
-          "1987-11-06T00:00:00",
-          "1987-12-06T00:00:00",
-          "1988-01-06T00:00:00",
-          "1988-02-06T00:00:00",
-          "1988-03-06T00:00:00",
-          "1988-04-06T00:00:00",
-          "1988-05-06T00:00:00",
-          "1988-06-06T00:00:00",
-          "1988-07-06T00:00:00",
-          "1988-08-06T00:00:00",
-          "1988-09-06T00:00:00",
-          "1988-10-06T00:00:00",
-          "1988-11-06T00:00:00",
-          "1988-12-06T00:00:00",
-          "1989-01-06T00:00:00",
-          "1989-02-06T00:00:00",
-          "1989-03-06T00:00:00",
-          "1989-04-06T00:00:00",
-          "1989-05-06T00:00:00",
-          "1989-06-06T00:00:00",
-          "1989-07-06T00:00:00",
-          "1989-08-06T00:00:00",
-          "1989-09-06T00:00:00",
-          "1989-10-06T00:00:00",
-          "1989-11-06T00:00:00",
-          "1989-12-06T00:00:00",
-          "1990-01-06T00:00:00",
-          "1990-02-06T00:00:00",
-          "1990-03-06T00:00:00",
-          "1990-04-06T00:00:00",
-          "1990-05-06T00:00:00",
-          "1990-06-06T00:00:00",
-          "1990-07-06T00:00:00",
-          "1990-08-06T00:00:00",
-          "1990-09-06T00:00:00",
-          "1990-10-06T00:00:00",
-          "1990-11-06T00:00:00",
-          "1990-12-06T00:00:00",
-          "1991-01-06T00:00:00",
-          "1991-02-06T00:00:00",
-          "1991-03-06T00:00:00",
-          "1991-04-06T00:00:00",
-          "1991-05-06T00:00:00",
-          "1991-06-06T00:00:00",
-          "1991-07-06T00:00:00",
-          "1991-08-06T00:00:00",
-          "1991-09-06T00:00:00",
-          "1991-10-06T00:00:00",
-          "1991-11-06T00:00:00",
-          "1991-12-06T00:00:00",
-          "1992-01-06T00:00:00",
-          "1992-02-06T00:00:00",
-          "1992-03-06T00:00:00",
-          "1992-04-06T00:00:00",
-          "1992-05-06T00:00:00",
-          "1992-06-06T00:00:00",
-          "1992-07-06T00:00:00",
-          "1992-08-06T00:00:00",
-          "1992-09-06T00:00:00",
-          "1992-10-06T00:00:00",
-          "1992-11-06T00:00:00",
-          "1992-12-06T00:00:00",
-          "1993-01-06T00:00:00",
-          "1993-02-06T00:00:00",
-          "1993-03-06T00:00:00",
-          "1993-04-06T00:00:00",
-          "1993-05-06T00:00:00",
-          "1993-06-06T00:00:00",
-          "1993-07-06T00:00:00",
-          "1993-08-06T00:00:00",
-          "1993-09-06T00:00:00",
-          "1993-10-06T00:00:00",
-          "1993-11-06T00:00:00",
-          "1993-12-06T00:00:00",
-          "1994-01-06T00:00:00",
-          "1994-02-06T00:00:00",
-          "1994-03-06T00:00:00",
-          "1994-04-06T00:00:00",
-          "1994-05-06T00:00:00",
-          "1994-06-06T00:00:00",
-          "1994-07-06T00:00:00",
-          "1994-08-06T00:00:00",
-          "1994-09-06T00:00:00",
-          "1994-10-06T00:00:00",
-          "1994-11-06T00:00:00",
-          "1994-12-06T00:00:00",
-          "1995-01-06T00:00:00",
-          "1995-02-06T00:00:00",
-          "1995-03-06T00:00:00",
-          "1995-04-06T00:00:00",
-          "1995-05-06T00:00:00",
-          "1995-06-06T00:00:00",
-          "1995-07-06T00:00:00",
-          "1995-08-06T00:00:00",
-          "1995-09-06T00:00:00",
-          "1995-10-06T00:00:00",
-          "1995-11-06T00:00:00",
-          "1995-12-06T00:00:00",
-          "1996-01-06T00:00:00",
-          "1996-02-06T00:00:00",
-          "1996-03-06T00:00:00",
-          "1996-04-06T00:00:00",
-          "1996-05-06T00:00:00",
-          "1996-06-06T00:00:00",
-          "1996-07-06T00:00:00",
-          "1996-08-06T00:00:00",
-          "1996-09-06T00:00:00",
-          "1996-10-06T00:00:00",
-          "1996-11-06T00:00:00",
-          "1996-12-06T00:00:00",
-          "1997-01-06T00:00:00",
-          "1997-02-06T00:00:00",
-          "1997-03-06T00:00:00",
-          "1997-04-06T00:00:00",
-          "1997-05-06T00:00:00",
-          "1997-06-06T00:00:00",
-          "1997-07-06T00:00:00",
-          "1997-08-06T00:00:00",
-          "1997-09-06T00:00:00",
-          "1997-10-06T00:00:00",
-          "1997-11-06T00:00:00",
-          "1997-12-06T00:00:00",
-          "1998-01-06T00:00:00",
-          "1998-02-06T00:00:00",
-          "1998-03-06T00:00:00",
-          "1998-04-06T00:00:00",
-          "1998-05-06T00:00:00",
-          "1998-06-06T00:00:00",
-          "1998-07-06T00:00:00",
-          "1998-08-06T00:00:00",
-          "1998-09-06T00:00:00",
-          "1998-10-06T00:00:00",
-          "1998-11-06T00:00:00",
-          "1998-12-06T00:00:00",
-          "1999-01-06T00:00:00",
-          "1999-02-06T00:00:00",
-          "1999-03-06T00:00:00",
-          "1999-04-06T00:00:00",
-          "1999-05-06T00:00:00",
-          "1999-06-06T00:00:00",
-          "1999-07-06T00:00:00",
-          "1999-08-06T00:00:00",
-          "1999-09-06T00:00:00",
-          "1999-10-06T00:00:00",
-          "1999-11-06T00:00:00",
-          "1999-12-06T00:00:00",
-          "2000-01-06T00:00:00",
-          "2000-02-06T00:00:00",
-          "2000-03-06T00:00:00",
-          "2000-04-06T00:00:00",
-          "2000-05-06T00:00:00",
-          "2000-06-06T00:00:00",
-          "2000-07-06T00:00:00",
-          "2000-08-06T00:00:00",
-          "2000-09-06T00:00:00",
-          "2000-10-06T00:00:00",
-          "2000-11-06T00:00:00",
-          "2000-12-06T00:00:00",
-          "2001-01-06T00:00:00",
-          "2001-02-06T00:00:00",
-          "2001-03-06T00:00:00",
-          "2001-04-06T00:00:00",
-          "2001-05-06T00:00:00",
-          "2001-06-06T00:00:00",
-          "2001-07-06T00:00:00",
-          "2001-08-06T00:00:00",
-          "2001-09-06T00:00:00",
-          "2001-10-06T00:00:00",
-          "2001-11-06T00:00:00",
-          "2001-12-06T00:00:00",
-          "2002-01-06T00:00:00",
-          "2002-02-06T00:00:00",
-          "2002-03-06T00:00:00",
-          "2002-04-06T00:00:00",
-          "2002-05-06T00:00:00",
-          "2002-06-06T00:00:00",
-          "2002-07-06T00:00:00",
-          "2002-08-06T00:00:00",
-          "2002-09-06T00:00:00",
-          "2002-10-06T00:00:00",
-          "2002-11-06T00:00:00",
-          "2002-12-06T00:00:00",
-          "2003-01-06T00:00:00",
-          "2003-02-06T00:00:00",
-          "2003-03-06T00:00:00",
-          "2003-04-06T00:00:00",
-          "2003-05-06T00:00:00",
-          "2003-06-06T00:00:00",
-          "2003-07-06T00:00:00",
-          "2003-08-06T00:00:00",
-          "2003-09-06T00:00:00",
-          "2003-10-06T00:00:00",
-          "2003-11-06T00:00:00",
-          "2003-12-06T00:00:00",
-          "2004-01-06T00:00:00",
-          "2004-02-06T00:00:00",
-          "2004-03-06T00:00:00",
-          "2004-04-06T00:00:00",
-          "2004-05-06T00:00:00",
-          "2004-06-06T00:00:00",
-          "2004-07-06T00:00:00",
-          "2004-08-06T00:00:00",
-          "2004-09-06T00:00:00",
-          "2004-10-06T00:00:00",
-          "2004-11-06T00:00:00",
-          "2004-12-06T00:00:00",
-          "2005-01-06T00:00:00",
-          "2005-02-06T00:00:00",
-          "2005-03-06T00:00:00",
-          "2005-04-06T00:00:00",
-          "2005-05-06T00:00:00",
-          "2005-06-06T00:00:00",
-          "2005-07-06T00:00:00",
-          "2005-08-06T00:00:00",
-          "2005-09-06T00:00:00",
-          "2005-10-06T00:00:00",
-          "2005-11-06T00:00:00",
-          "2005-12-06T00:00:00",
-          "2006-01-06T00:00:00",
-          "2006-02-06T00:00:00",
-          "2006-03-06T00:00:00",
-          "2006-04-06T00:00:00",
-          "2006-05-06T00:00:00",
-          "2006-06-06T00:00:00",
-          "2006-07-06T00:00:00",
-          "2006-08-06T00:00:00",
-          "2006-09-06T00:00:00",
-          "2006-10-06T00:00:00",
-          "2006-11-06T00:00:00",
-          "2006-12-06T00:00:00",
-          "2007-01-06T00:00:00",
-          "2007-02-06T00:00:00",
-          "2007-03-06T00:00:00",
-          "2007-04-06T00:00:00",
-          "2007-05-06T00:00:00",
-          "2007-06-06T00:00:00",
-          "2007-07-06T00:00:00",
-          "2007-08-06T00:00:00",
-          "2007-09-06T00:00:00",
-          "2007-10-06T00:00:00",
-          "2007-11-06T00:00:00",
-          "2007-12-06T00:00:00",
-          "2008-01-06T00:00:00",
-          "2008-02-06T00:00:00",
-          "2008-03-06T00:00:00",
-          "2008-04-06T00:00:00",
-          "2008-05-06T00:00:00",
-          "2008-06-06T00:00:00",
-          "2008-07-06T00:00:00",
-          "2008-08-06T00:00:00",
-          "2008-09-06T00:00:00",
-          "2008-10-06T00:00:00",
-          "2008-11-06T00:00:00",
-          "2008-12-06T00:00:00",
-          "2009-01-06T00:00:00",
-          "2009-02-06T00:00:00",
-          "2009-03-06T00:00:00",
-          "2009-04-06T00:00:00",
-          "2009-05-06T00:00:00",
-          "2009-06-06T00:00:00",
-          "2009-07-06T00:00:00",
-          "2009-08-06T00:00:00",
-          "2009-09-06T00:00:00",
-          "2009-10-06T00:00:00",
-          "2009-11-06T00:00:00",
-          "2009-12-06T00:00:00",
-          "2010-01-06T00:00:00",
-          "2010-02-06T00:00:00",
-          "2010-03-06T00:00:00",
-          "2010-04-06T00:00:00",
-          "2010-05-06T00:00:00",
-          "2010-06-06T00:00:00",
-          "2010-07-06T00:00:00",
-          "2010-08-06T00:00:00",
-          "2010-09-06T00:00:00",
-          "2010-10-06T00:00:00",
-          "2010-11-06T00:00:00",
-          "2010-12-06T00:00:00",
-          "2011-01-06T00:00:00",
-          "2011-02-06T00:00:00",
-          "2011-03-06T00:00:00",
-          "2011-04-06T00:00:00",
-          "2011-05-06T00:00:00",
-          "2011-06-06T00:00:00",
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-          "1962-02-06T00:00:00",
-          "1962-03-06T00:00:00",
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-          "1965-01-06T00:00:00",
-          "1965-02-06T00:00:00",
-          "1965-03-06T00:00:00",
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-          "1965-06-06T00:00:00",
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-          "1965-11-06T00:00:00",
-          "1965-12-06T00:00:00",
-          "1966-01-06T00:00:00",
-          "1966-02-06T00:00:00",
-          "1966-03-06T00:00:00",
-          "1966-04-06T00:00:00",
-          "1966-05-06T00:00:00",
-          "1966-06-06T00:00:00",
-          "1966-07-06T00:00:00",
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-          "1966-09-06T00:00:00",
-          "1966-10-06T00:00:00",
-          "1966-11-06T00:00:00",
-          "1966-12-06T00:00:00",
-          "1967-01-06T00:00:00",
-          "1967-02-06T00:00:00",
-          "1967-03-06T00:00:00",
-          "1967-04-06T00:00:00",
-          "1967-05-06T00:00:00",
-          "1967-06-06T00:00:00",
-          "1967-07-06T00:00:00",
-          "1967-08-06T00:00:00",
-          "1967-09-06T00:00:00",
-          "1967-10-06T00:00:00",
-          "1967-11-06T00:00:00",
-          "1967-12-06T00:00:00",
-          "1968-01-06T00:00:00",
-          "1968-02-06T00:00:00",
-          "1968-03-06T00:00:00",
-          "1968-04-06T00:00:00",
-          "1968-05-06T00:00:00",
-          "1968-06-06T00:00:00",
-          "1968-07-06T00:00:00",
-          "1968-08-06T00:00:00",
-          "1968-09-06T00:00:00",
-          "1968-10-06T00:00:00",
-          "1968-11-06T00:00:00",
-          "1968-12-06T00:00:00",
-          "1969-01-06T00:00:00",
-          "1969-02-06T00:00:00",
-          "1969-03-06T00:00:00",
-          "1969-04-06T00:00:00",
-          "1969-05-06T00:00:00",
-          "1969-06-06T00:00:00",
-          "1969-07-06T00:00:00",
-          "1969-08-06T00:00:00",
-          "1969-09-06T00:00:00",
-          "1969-10-06T00:00:00",
-          "1969-11-06T00:00:00",
-          "1969-12-06T00:00:00",
-          "1970-01-06T00:00:00",
-          "1970-02-06T00:00:00",
-          "1970-03-06T00:00:00",
-          "1970-04-06T00:00:00",
-          "1970-05-06T00:00:00",
-          "1970-06-06T00:00:00",
-          "1970-07-06T00:00:00",
-          "1970-08-06T00:00:00",
-          "1970-09-06T00:00:00",
-          "1970-10-06T00:00:00",
-          "1970-11-06T00:00:00",
-          "1970-12-06T00:00:00",
-          "1971-01-06T00:00:00",
-          "1971-02-06T00:00:00",
-          "1971-03-06T00:00:00",
-          "1971-04-06T00:00:00",
-          "1971-05-06T00:00:00",
-          "1971-06-06T00:00:00",
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-          "1971-12-06T00:00:00",
-          "1972-01-06T00:00:00",
-          "1972-02-06T00:00:00",
-          "1972-03-06T00:00:00",
-          "1972-04-06T00:00:00",
-          "1972-05-06T00:00:00",
-          "1972-06-06T00:00:00",
-          "1972-07-06T00:00:00",
-          "1972-08-06T00:00:00",
-          "1972-09-06T00:00:00",
-          "1972-10-06T00:00:00",
-          "1972-11-06T00:00:00",
-          "1972-12-06T00:00:00",
-          "1973-01-06T00:00:00",
-          "1973-02-06T00:00:00",
-          "1973-03-06T00:00:00",
-          "1973-04-06T00:00:00",
-          "1973-05-06T00:00:00",
-          "1973-06-06T00:00:00",
-          "1973-07-06T00:00:00",
-          "1973-08-06T00:00:00",
-          "1973-09-06T00:00:00",
-          "1973-10-06T00:00:00",
-          "1973-11-06T00:00:00",
-          "1973-12-06T00:00:00",
-          "1974-01-06T00:00:00",
-          "1974-02-06T00:00:00",
-          "1974-03-06T00:00:00",
-          "1974-04-06T00:00:00",
-          "1974-05-06T00:00:00",
-          "1974-06-06T00:00:00",
-          "1974-07-06T00:00:00",
-          "1974-08-06T00:00:00",
-          "1974-09-06T00:00:00",
-          "1974-10-06T00:00:00",
-          "1974-11-06T00:00:00",
-          "1974-12-06T00:00:00",
-          "1975-01-06T00:00:00",
-          "1975-02-06T00:00:00",
-          "1975-03-06T00:00:00",
-          "1975-04-06T00:00:00",
-          "1975-05-06T00:00:00",
-          "1975-06-06T00:00:00",
-          "1975-07-06T00:00:00",
-          "1975-08-06T00:00:00",
-          "1975-09-06T00:00:00",
-          "1975-10-06T00:00:00",
-          "1975-11-06T00:00:00",
-          "1975-12-06T00:00:00",
-          "1976-01-06T00:00:00",
-          "1976-02-06T00:00:00",
-          "1976-03-06T00:00:00",
-          "1976-04-06T00:00:00",
-          "1976-05-06T00:00:00",
-          "1976-06-06T00:00:00",
-          "1976-07-06T00:00:00",
-          "1976-08-06T00:00:00",
-          "1976-09-06T00:00:00",
-          "1976-10-06T00:00:00",
-          "1976-11-06T00:00:00",
-          "1976-12-06T00:00:00",
-          "1977-01-06T00:00:00",
-          "1977-02-06T00:00:00",
-          "1977-03-06T00:00:00",
-          "1977-04-06T00:00:00",
-          "1977-05-06T00:00:00",
-          "1977-06-06T00:00:00",
-          "1977-07-06T00:00:00",
-          "1977-08-06T00:00:00",
-          "1977-09-06T00:00:00",
-          "1977-10-06T00:00:00",
-          "1977-11-06T00:00:00",
-          "1977-12-06T00:00:00",
-          "1978-01-06T00:00:00",
-          "1978-02-06T00:00:00",
-          "1978-03-06T00:00:00",
-          "1978-04-06T00:00:00",
-          "1978-05-06T00:00:00",
-          "1978-06-06T00:00:00",
-          "1978-07-06T00:00:00",
-          "1978-08-06T00:00:00",
-          "1978-09-06T00:00:00",
-          "1978-10-06T00:00:00",
-          "1978-11-06T00:00:00",
-          "1978-12-06T00:00:00",
-          "1979-01-06T00:00:00",
-          "1979-02-06T00:00:00",
-          "1979-03-06T00:00:00",
-          "1979-04-06T00:00:00",
-          "1979-05-06T00:00:00",
-          "1979-06-06T00:00:00",
-          "1979-07-06T00:00:00",
-          "1979-08-06T00:00:00",
-          "1979-09-06T00:00:00",
-          "1979-10-06T00:00:00",
-          "1979-11-06T00:00:00",
-          "1979-12-06T00:00:00",
-          "1980-01-06T00:00:00",
-          "1980-02-06T00:00:00",
-          "1980-03-06T00:00:00",
-          "1980-04-06T00:00:00",
-          "1980-05-06T00:00:00",
-          "1980-06-06T00:00:00",
-          "1980-07-06T00:00:00",
-          "1980-08-06T00:00:00",
-          "1980-09-06T00:00:00",
-          "1980-10-06T00:00:00",
-          "1980-11-06T00:00:00",
-          "1980-12-06T00:00:00",
-          "1981-01-06T00:00:00",
-          "1981-02-06T00:00:00",
-          "1981-03-06T00:00:00",
-          "1981-04-06T00:00:00",
-          "1981-05-06T00:00:00",
-          "1981-06-06T00:00:00",
-          "1981-07-06T00:00:00",
-          "1981-08-06T00:00:00",
-          "1981-09-06T00:00:00",
-          "1981-10-06T00:00:00",
-          "1981-11-06T00:00:00",
-          "1981-12-06T00:00:00",
-          "1982-01-06T00:00:00",
-          "1982-02-06T00:00:00",
-          "1982-03-06T00:00:00",
-          "1982-04-06T00:00:00",
-          "1982-05-06T00:00:00",
-          "1982-06-06T00:00:00",
-          "1982-07-06T00:00:00",
-          "1982-08-06T00:00:00",
-          "1982-09-06T00:00:00",
-          "1982-10-06T00:00:00",
-          "1982-11-06T00:00:00",
-          "1982-12-06T00:00:00",
-          "1983-01-06T00:00:00",
-          "1983-02-06T00:00:00",
-          "1983-03-06T00:00:00",
-          "1983-04-06T00:00:00",
-          "1983-05-06T00:00:00",
-          "1983-06-06T00:00:00",
-          "1983-07-06T00:00:00",
-          "1983-08-06T00:00:00",
-          "1983-09-06T00:00:00",
-          "1983-10-06T00:00:00",
-          "1983-11-06T00:00:00",
-          "1983-12-06T00:00:00",
-          "1984-01-06T00:00:00",
-          "1984-02-06T00:00:00",
-          "1984-03-06T00:00:00",
-          "1984-04-06T00:00:00",
-          "1984-05-06T00:00:00",
-          "1984-06-06T00:00:00",
-          "1984-07-06T00:00:00",
-          "1984-08-06T00:00:00",
-          "1984-09-06T00:00:00",
-          "1984-10-06T00:00:00",
-          "1984-11-06T00:00:00",
-          "1984-12-06T00:00:00",
-          "1985-01-06T00:00:00",
-          "1985-02-06T00:00:00",
-          "1985-03-06T00:00:00",
-          "1985-04-06T00:00:00",
-          "1985-05-06T00:00:00",
-          "1985-06-06T00:00:00",
-          "1985-07-06T00:00:00",
-          "1985-08-06T00:00:00",
-          "1985-09-06T00:00:00",
-          "1985-10-06T00:00:00",
-          "1985-11-06T00:00:00",
-          "1985-12-06T00:00:00",
-          "1986-01-06T00:00:00",
-          "1986-02-06T00:00:00",
-          "1986-03-06T00:00:00",
-          "1986-04-06T00:00:00",
-          "1986-05-06T00:00:00",
-          "1986-06-06T00:00:00",
-          "1986-07-06T00:00:00",
-          "1986-08-06T00:00:00",
-          "1986-09-06T00:00:00",
-          "1986-10-06T00:00:00",
-          "1986-11-06T00:00:00",
-          "1986-12-06T00:00:00",
-          "1987-01-06T00:00:00",
-          "1987-02-06T00:00:00",
-          "1987-03-06T00:00:00",
-          "1987-04-06T00:00:00",
-          "1987-05-06T00:00:00",
-          "1987-06-06T00:00:00",
-          "1987-07-06T00:00:00",
-          "1987-08-06T00:00:00",
-          "1987-09-06T00:00:00",
-          "1987-10-06T00:00:00",
-          "1987-11-06T00:00:00",
-          "1987-12-06T00:00:00",
-          "1988-01-06T00:00:00",
-          "1988-02-06T00:00:00",
-          "1988-03-06T00:00:00",
-          "1988-04-06T00:00:00",
-          "1988-05-06T00:00:00",
-          "1988-06-06T00:00:00",
-          "1988-07-06T00:00:00",
-          "1988-08-06T00:00:00",
-          "1988-09-06T00:00:00",
-          "1988-10-06T00:00:00",
-          "1988-11-06T00:00:00",
-          "1988-12-06T00:00:00",
-          "1989-01-06T00:00:00",
-          "1989-02-06T00:00:00",
-          "1989-03-06T00:00:00",
-          "1989-04-06T00:00:00",
-          "1989-05-06T00:00:00",
-          "1989-06-06T00:00:00",
-          "1989-07-06T00:00:00",
-          "1989-08-06T00:00:00",
-          "1989-09-06T00:00:00",
-          "1989-10-06T00:00:00",
-          "1989-11-06T00:00:00",
-          "1989-12-06T00:00:00",
-          "1990-01-06T00:00:00",
-          "1990-02-06T00:00:00",
-          "1990-03-06T00:00:00",
-          "1990-04-06T00:00:00",
-          "1990-05-06T00:00:00",
-          "1990-06-06T00:00:00",
-          "1990-07-06T00:00:00",
-          "1990-08-06T00:00:00",
-          "1990-09-06T00:00:00",
-          "1990-10-06T00:00:00",
-          "1990-11-06T00:00:00",
-          "1990-12-06T00:00:00",
-          "1991-01-06T00:00:00",
-          "1991-02-06T00:00:00",
-          "1991-03-06T00:00:00",
-          "1991-04-06T00:00:00",
-          "1991-05-06T00:00:00",
-          "1991-06-06T00:00:00",
-          "1991-07-06T00:00:00",
-          "1991-08-06T00:00:00",
-          "1991-09-06T00:00:00",
-          "1991-10-06T00:00:00",
-          "1991-11-06T00:00:00",
-          "1991-12-06T00:00:00",
-          "1992-01-06T00:00:00",
-          "1992-02-06T00:00:00",
-          "1992-03-06T00:00:00",
-          "1992-04-06T00:00:00",
-          "1992-05-06T00:00:00",
-          "1992-06-06T00:00:00",
-          "1992-07-06T00:00:00",
-          "1992-08-06T00:00:00",
-          "1992-09-06T00:00:00",
-          "1992-10-06T00:00:00",
-          "1992-11-06T00:00:00",
-          "1992-12-06T00:00:00",
-          "1993-01-06T00:00:00",
-          "1993-02-06T00:00:00",
-          "1993-03-06T00:00:00",
-          "1993-04-06T00:00:00",
-          "1993-05-06T00:00:00",
-          "1993-06-06T00:00:00",
-          "1993-07-06T00:00:00",
-          "1993-08-06T00:00:00",
-          "1993-09-06T00:00:00",
-          "1993-10-06T00:00:00",
-          "1993-11-06T00:00:00",
-          "1993-12-06T00:00:00",
-          "1994-01-06T00:00:00",
-          "1994-02-06T00:00:00",
-          "1994-03-06T00:00:00",
-          "1994-04-06T00:00:00",
-          "1994-05-06T00:00:00",
-          "1994-06-06T00:00:00",
-          "1994-07-06T00:00:00",
-          "1994-08-06T00:00:00",
-          "1994-09-06T00:00:00",
-          "1994-10-06T00:00:00",
-          "1994-11-06T00:00:00",
-          "1994-12-06T00:00:00",
-          "1995-01-06T00:00:00",
-          "1995-02-06T00:00:00",
-          "1995-03-06T00:00:00",
-          "1995-04-06T00:00:00",
-          "1995-05-06T00:00:00",
-          "1995-06-06T00:00:00",
-          "1995-07-06T00:00:00",
-          "1995-08-06T00:00:00",
-          "1995-09-06T00:00:00",
-          "1995-10-06T00:00:00",
-          "1995-11-06T00:00:00",
-          "1995-12-06T00:00:00",
-          "1996-01-06T00:00:00",
-          "1996-02-06T00:00:00",
-          "1996-03-06T00:00:00",
-          "1996-04-06T00:00:00",
-          "1996-05-06T00:00:00",
-          "1996-06-06T00:00:00",
-          "1996-07-06T00:00:00",
-          "1996-08-06T00:00:00",
-          "1996-09-06T00:00:00",
-          "1996-10-06T00:00:00",
-          "1996-11-06T00:00:00",
-          "1996-12-06T00:00:00",
-          "1997-01-06T00:00:00",
-          "1997-02-06T00:00:00",
-          "1997-03-06T00:00:00",
-          "1997-04-06T00:00:00",
-          "1997-05-06T00:00:00",
-          "1997-06-06T00:00:00",
-          "1997-07-06T00:00:00",
-          "1997-08-06T00:00:00",
-          "1997-09-06T00:00:00",
-          "1997-10-06T00:00:00",
-          "1997-11-06T00:00:00",
-          "1997-12-06T00:00:00",
-          "1998-01-06T00:00:00",
-          "1998-02-06T00:00:00",
-          "1998-03-06T00:00:00",
-          "1998-04-06T00:00:00",
-          "1998-05-06T00:00:00",
-          "1998-06-06T00:00:00",
-          "1998-07-06T00:00:00",
-          "1998-08-06T00:00:00",
-          "1998-09-06T00:00:00",
-          "1998-10-06T00:00:00",
-          "1998-11-06T00:00:00",
-          "1998-12-06T00:00:00",
-          "1999-01-06T00:00:00",
-          "1999-02-06T00:00:00",
-          "1999-03-06T00:00:00",
-          "1999-04-06T00:00:00",
-          "1999-05-06T00:00:00",
-          "1999-06-06T00:00:00",
-          "1999-07-06T00:00:00",
-          "1999-08-06T00:00:00",
-          "1999-09-06T00:00:00",
-          "1999-10-06T00:00:00",
-          "1999-11-06T00:00:00",
-          "1999-12-06T00:00:00",
-          "2000-01-06T00:00:00",
-          "2000-02-06T00:00:00",
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-          "1979-02-06T00:00:00",
-          "1979-03-06T00:00:00",
-          "1979-04-06T00:00:00",
-          "1979-05-06T00:00:00",
-          "1979-06-06T00:00:00",
-          "1979-07-06T00:00:00",
-          "1979-08-06T00:00:00",
-          "1979-09-06T00:00:00",
-          "1979-10-06T00:00:00",
-          "1979-11-06T00:00:00",
-          "1979-12-06T00:00:00",
-          "1980-01-06T00:00:00",
-          "1980-02-06T00:00:00",
-          "1980-03-06T00:00:00",
-          "1980-04-06T00:00:00",
-          "1980-05-06T00:00:00",
-          "1980-06-06T00:00:00",
-          "1980-07-06T00:00:00",
-          "1980-08-06T00:00:00",
-          "1980-09-06T00:00:00",
-          "1980-10-06T00:00:00",
-          "1980-11-06T00:00:00",
-          "1980-12-06T00:00:00",
-          "1981-01-06T00:00:00",
-          "1981-02-06T00:00:00",
-          "1981-03-06T00:00:00",
-          "1981-04-06T00:00:00",
-          "1981-05-06T00:00:00",
-          "1981-06-06T00:00:00",
-          "1981-07-06T00:00:00",
-          "1981-08-06T00:00:00",
-          "1981-09-06T00:00:00",
-          "1981-10-06T00:00:00",
-          "1981-11-06T00:00:00",
-          "1981-12-06T00:00:00",
-          "1982-01-06T00:00:00",
-          "1982-02-06T00:00:00",
-          "1982-03-06T00:00:00",
-          "1982-04-06T00:00:00",
-          "1982-05-06T00:00:00",
-          "1982-06-06T00:00:00",
-          "1982-07-06T00:00:00",
-          "1982-08-06T00:00:00",
-          "1982-09-06T00:00:00",
-          "1982-10-06T00:00:00",
-          "1982-11-06T00:00:00",
-          "1982-12-06T00:00:00",
-          "1983-01-06T00:00:00",
-          "1983-02-06T00:00:00",
-          "1983-03-06T00:00:00",
-          "1983-04-06T00:00:00",
-          "1983-05-06T00:00:00",
-          "1983-06-06T00:00:00",
-          "1983-07-06T00:00:00",
-          "1983-08-06T00:00:00",
-          "1983-09-06T00:00:00",
-          "1983-10-06T00:00:00",
-          "1983-11-06T00:00:00",
-          "1983-12-06T00:00:00",
-          "1984-01-06T00:00:00",
-          "1984-02-06T00:00:00",
-          "1984-03-06T00:00:00",
-          "1984-04-06T00:00:00",
-          "1984-05-06T00:00:00",
-          "1984-06-06T00:00:00",
-          "1984-07-06T00:00:00",
-          "1984-08-06T00:00:00",
-          "1984-09-06T00:00:00",
-          "1984-10-06T00:00:00",
-          "1984-11-06T00:00:00",
-          "1984-12-06T00:00:00",
-          "1985-01-06T00:00:00",
-          "1985-02-06T00:00:00",
-          "1985-03-06T00:00:00",
-          "1985-04-06T00:00:00",
-          "1985-05-06T00:00:00",
-          "1985-06-06T00:00:00",
-          "1985-07-06T00:00:00",
-          "1985-08-06T00:00:00",
-          "1985-09-06T00:00:00",
-          "1985-10-06T00:00:00",
-          "1985-11-06T00:00:00",
-          "1985-12-06T00:00:00",
-          "1986-01-06T00:00:00",
-          "1986-02-06T00:00:00",
-          "1986-03-06T00:00:00",
-          "1986-04-06T00:00:00",
-          "1986-05-06T00:00:00",
-          "1986-06-06T00:00:00",
-          "1986-07-06T00:00:00",
-          "1986-08-06T00:00:00",
-          "1986-09-06T00:00:00",
-          "1986-10-06T00:00:00",
-          "1986-11-06T00:00:00",
-          "1986-12-06T00:00:00",
-          "1987-01-06T00:00:00",
-          "1987-02-06T00:00:00",
-          "1987-03-06T00:00:00",
-          "1987-04-06T00:00:00",
-          "1987-05-06T00:00:00",
-          "1987-06-06T00:00:00",
-          "1987-07-06T00:00:00",
-          "1987-08-06T00:00:00",
-          "1987-09-06T00:00:00",
-          "1987-10-06T00:00:00",
-          "1987-11-06T00:00:00",
-          "1987-12-06T00:00:00",
-          "1988-01-06T00:00:00",
-          "1988-02-06T00:00:00",
-          "1988-03-06T00:00:00",
-          "1988-04-06T00:00:00",
-          "1988-05-06T00:00:00",
-          "1988-06-06T00:00:00",
-          "1988-07-06T00:00:00",
-          "1988-08-06T00:00:00",
-          "1988-09-06T00:00:00",
-          "1988-10-06T00:00:00",
-          "1988-11-06T00:00:00",
-          "1988-12-06T00:00:00",
-          "1989-01-06T00:00:00",
-          "1989-02-06T00:00:00",
-          "1989-03-06T00:00:00",
-          "1989-04-06T00:00:00",
-          "1989-05-06T00:00:00",
-          "1989-06-06T00:00:00",
-          "1989-07-06T00:00:00",
-          "1989-08-06T00:00:00",
-          "1989-09-06T00:00:00",
-          "1989-10-06T00:00:00",
-          "1989-11-06T00:00:00",
-          "1989-12-06T00:00:00",
-          "1990-01-06T00:00:00",
-          "1990-02-06T00:00:00",
-          "1990-03-06T00:00:00",
-          "1990-04-06T00:00:00",
-          "1990-05-06T00:00:00",
-          "1990-06-06T00:00:00",
-          "1990-07-06T00:00:00",
-          "1990-08-06T00:00:00",
-          "1990-09-06T00:00:00",
-          "1990-10-06T00:00:00",
-          "1990-11-06T00:00:00",
-          "1990-12-06T00:00:00",
-          "1991-01-06T00:00:00",
-          "1991-02-06T00:00:00",
-          "1991-03-06T00:00:00",
-          "1991-04-06T00:00:00",
-          "1991-05-06T00:00:00",
-          "1991-06-06T00:00:00",
-          "1991-07-06T00:00:00",
-          "1991-08-06T00:00:00",
-          "1991-09-06T00:00:00",
-          "1991-10-06T00:00:00",
-          "1991-11-06T00:00:00",
-          "1991-12-06T00:00:00",
-          "1992-01-06T00:00:00",
-          "1992-02-06T00:00:00",
-          "1992-03-06T00:00:00",
-          "1992-04-06T00:00:00",
-          "1992-05-06T00:00:00",
-          "1992-06-06T00:00:00",
-          "1992-07-06T00:00:00",
-          "1992-08-06T00:00:00",
-          "1992-09-06T00:00:00",
-          "1992-10-06T00:00:00",
-          "1992-11-06T00:00:00",
-          "1992-12-06T00:00:00",
-          "1993-01-06T00:00:00",
-          "1993-02-06T00:00:00",
-          "1993-03-06T00:00:00",
-          "1993-04-06T00:00:00",
-          "1993-05-06T00:00:00",
-          "1993-06-06T00:00:00",
-          "1993-07-06T00:00:00",
-          "1993-08-06T00:00:00",
-          "1993-09-06T00:00:00",
-          "1993-10-06T00:00:00",
-          "1993-11-06T00:00:00",
-          "1993-12-06T00:00:00",
-          "1994-01-06T00:00:00",
-          "1994-02-06T00:00:00",
-          "1994-03-06T00:00:00",
-          "1994-04-06T00:00:00",
-          "1994-05-06T00:00:00",
-          "1994-06-06T00:00:00",
-          "1994-07-06T00:00:00",
-          "1994-08-06T00:00:00",
-          "1994-09-06T00:00:00",
-          "1994-10-06T00:00:00",
-          "1994-11-06T00:00:00",
-          "1994-12-06T00:00:00",
-          "1995-01-06T00:00:00",
-          "1995-02-06T00:00:00",
-          "1995-03-06T00:00:00",
-          "1995-04-06T00:00:00",
-          "1995-05-06T00:00:00",
-          "1995-06-06T00:00:00",
-          "1995-07-06T00:00:00",
-          "1995-08-06T00:00:00",
-          "1995-09-06T00:00:00",
-          "1995-10-06T00:00:00",
-          "1995-11-06T00:00:00",
-          "1995-12-06T00:00:00",
-          "1996-01-06T00:00:00",
-          "1996-02-06T00:00:00",
-          "1996-03-06T00:00:00",
-          "1996-04-06T00:00:00",
-          "1996-05-06T00:00:00",
-          "1996-06-06T00:00:00",
-          "1996-07-06T00:00:00",
-          "1996-08-06T00:00:00",
-          "1996-09-06T00:00:00",
-          "1996-10-06T00:00:00",
-          "1996-11-06T00:00:00",
-          "1996-12-06T00:00:00",
-          "1997-01-06T00:00:00",
-          "1997-02-06T00:00:00",
-          "1997-03-06T00:00:00",
-          "1997-04-06T00:00:00",
-          "1997-05-06T00:00:00",
-          "1997-06-06T00:00:00",
-          "1997-07-06T00:00:00",
-          "1997-08-06T00:00:00",
-          "1997-09-06T00:00:00",
-          "1997-10-06T00:00:00",
-          "1997-11-06T00:00:00",
-          "1997-12-06T00:00:00",
-          "1998-01-06T00:00:00",
-          "1998-02-06T00:00:00",
-          "1998-03-06T00:00:00",
-          "1998-04-06T00:00:00",
-          "1998-05-06T00:00:00",
-          "1998-06-06T00:00:00",
-          "1998-07-06T00:00:00",
-          "1998-08-06T00:00:00",
-          "1998-09-06T00:00:00",
-          "1998-10-06T00:00:00",
-          "1998-11-06T00:00:00",
-          "1998-12-06T00:00:00",
-          "1999-01-06T00:00:00",
-          "1999-02-06T00:00:00",
-          "1999-03-06T00:00:00",
-          "1999-04-06T00:00:00",
-          "1999-05-06T00:00:00",
-          "1999-06-06T00:00:00",
-          "1999-07-06T00:00:00",
-          "1999-08-06T00:00:00",
-          "1999-09-06T00:00:00",
-          "1999-10-06T00:00:00",
-          "1999-11-06T00:00:00",
-          "1999-12-06T00:00:00",
-          "2000-01-06T00:00:00",
-          "2000-02-06T00:00:00",
-          "2000-03-06T00:00:00",
-          "2000-04-06T00:00:00",
-          "2000-05-06T00:00:00",
-          "2000-06-06T00:00:00",
-          "2000-07-06T00:00:00",
-          "2000-08-06T00:00:00",
-          "2000-09-06T00:00:00",
-          "2000-10-06T00:00:00",
-          "2000-11-06T00:00:00",
-          "2000-12-06T00:00:00",
-          "2001-01-06T00:00:00",
-          "2001-02-06T00:00:00",
-          "2001-03-06T00:00:00",
-          "2001-04-06T00:00:00",
-          "2001-05-06T00:00:00",
-          "2001-06-06T00:00:00",
-          "2001-07-06T00:00:00",
-          "2001-08-06T00:00:00",
-          "2001-09-06T00:00:00",
-          "2001-10-06T00:00:00",
-          "2001-11-06T00:00:00",
-          "2001-12-06T00:00:00",
-          "2002-01-06T00:00:00",
-          "2002-02-06T00:00:00",
-          "2002-03-06T00:00:00",
-          "2002-04-06T00:00:00",
-          "2002-05-06T00:00:00",
-          "2002-06-06T00:00:00",
-          "2002-07-06T00:00:00",
-          "2002-08-06T00:00:00",
-          "2002-09-06T00:00:00",
-          "2002-10-06T00:00:00",
-          "2002-11-06T00:00:00",
-          "2002-12-06T00:00:00",
-          "2003-01-06T00:00:00",
-          "2003-02-06T00:00:00",
-          "2003-03-06T00:00:00",
-          "2003-04-06T00:00:00",
-          "2003-05-06T00:00:00",
-          "2003-06-06T00:00:00",
-          "2003-07-06T00:00:00",
-          "2003-08-06T00:00:00",
-          "2003-09-06T00:00:00",
-          "2003-10-06T00:00:00",
-          "2003-11-06T00:00:00",
-          "2003-12-06T00:00:00",
-          "2004-01-06T00:00:00",
-          "2004-02-06T00:00:00",
-          "2004-03-06T00:00:00",
-          "2004-04-06T00:00:00",
-          "2004-05-06T00:00:00",
-          "2004-06-06T00:00:00",
-          "2004-07-06T00:00:00",
-          "2004-08-06T00:00:00",
-          "2004-09-06T00:00:00",
-          "2004-10-06T00:00:00",
-          "2004-11-06T00:00:00",
-          "2004-12-06T00:00:00",
-          "2005-01-06T00:00:00",
-          "2005-02-06T00:00:00",
-          "2005-03-06T00:00:00",
-          "2005-04-06T00:00:00",
-          "2005-05-06T00:00:00",
-          "2005-06-06T00:00:00",
-          "2005-07-06T00:00:00",
-          "2005-08-06T00:00:00",
-          "2005-09-06T00:00:00",
-          "2005-10-06T00:00:00",
-          "2005-11-06T00:00:00",
-          "2005-12-06T00:00:00",
-          "2006-01-06T00:00:00",
-          "2006-02-06T00:00:00",
-          "2006-03-06T00:00:00",
-          "2006-04-06T00:00:00",
-          "2006-05-06T00:00:00",
-          "2006-06-06T00:00:00",
-          "2006-07-06T00:00:00",
-          "2006-08-06T00:00:00",
-          "2006-09-06T00:00:00",
-          "2006-10-06T00:00:00",
-          "2006-11-06T00:00:00",
-          "2006-12-06T00:00:00",
-          "2007-01-06T00:00:00",
-          "2007-02-06T00:00:00",
-          "2007-03-06T00:00:00",
-          "2007-04-06T00:00:00",
-          "2007-05-06T00:00:00",
-          "2007-06-06T00:00:00",
-          "2007-07-06T00:00:00",
-          "2007-08-06T00:00:00",
-          "2007-09-06T00:00:00",
-          "2007-10-06T00:00:00",
-          "2007-11-06T00:00:00",
-          "2007-12-06T00:00:00",
-          "2008-01-06T00:00:00",
-          "2008-02-06T00:00:00",
-          "2008-03-06T00:00:00",
-          "2008-04-06T00:00:00",
-          "2008-05-06T00:00:00",
-          "2008-06-06T00:00:00",
-          "2008-07-06T00:00:00",
-          "2008-08-06T00:00:00",
-          "2008-09-06T00:00:00",
-          "2008-10-06T00:00:00",
-          "2008-11-06T00:00:00",
-          "2008-12-06T00:00:00",
-          "2009-01-06T00:00:00",
-          "2009-02-06T00:00:00",
-          "2009-03-06T00:00:00",
-          "2009-04-06T00:00:00",
-          "2009-05-06T00:00:00",
-          "2009-06-06T00:00:00",
-          "2009-07-06T00:00:00",
-          "2009-08-06T00:00:00",
-          "2009-09-06T00:00:00",
-          "2009-10-06T00:00:00",
-          "2009-11-06T00:00:00",
-          "2009-12-06T00:00:00",
-          "2010-01-06T00:00:00",
-          "2010-02-06T00:00:00",
-          "2010-03-06T00:00:00",
-          "2010-04-06T00:00:00",
-          "2010-05-06T00:00:00",
-          "2010-06-06T00:00:00",
-          "2010-07-06T00:00:00",
-          "2010-08-06T00:00:00",
-          "2010-09-06T00:00:00",
-          "2010-10-06T00:00:00",
-          "2010-11-06T00:00:00",
-          "2010-12-06T00:00:00",
-          "2011-01-06T00:00:00",
-          "2011-02-06T00:00:00",
-          "2011-03-06T00:00:00",
-          "2011-04-06T00:00:00",
-          "2011-05-06T00:00:00",
-          "2011-06-06T00:00:00",
-          "2011-07-06T00:00:00",
-          "2011-08-06T00:00:00",
-          "2011-09-06T00:00:00",
-          "2011-10-06T00:00:00",
-          "2011-11-06T00:00:00",
-          "2011-12-06T00:00:00",
-          "2012-01-06T00:00:00",
-          "2012-02-06T00:00:00",
-          "2012-03-06T00:00:00",
-          "2012-04-06T00:00:00",
-          "2012-05-06T00:00:00",
-          "2012-06-06T00:00:00",
-          "2012-07-06T00:00:00",
-          "2012-08-06T00:00:00",
-          "2012-09-06T00:00:00",
-          "2012-10-06T00:00:00",
-          "2012-11-06T00:00:00",
-          "2012-12-06T00:00:00",
-          "2013-01-06T00:00:00",
-          "2013-02-06T00:00:00",
-          "2013-03-06T00:00:00",
-          "2013-04-06T00:00:00",
-          "2013-05-06T00:00:00",
-          "2013-06-06T00:00:00",
-          "2013-07-06T00:00:00",
-          "2013-08-06T00:00:00",
-          "2013-09-06T00:00:00",
-          "2013-10-06T00:00:00",
-          "2013-11-06T00:00:00",
-          "2013-12-06T00:00:00",
-          "2014-01-06T00:00:00",
-          "2014-02-06T00:00:00",
-          "2014-03-06T00:00:00",
-          "2014-04-06T00:00:00",
-          "2014-05-06T00:00:00",
-          "2014-06-06T00:00:00",
-          "2014-07-06T00:00:00",
-          "2014-08-06T00:00:00",
-          "2014-09-06T00:00:00",
-          "2014-10-06T00:00:00",
-          "2014-11-06T00:00:00",
-          "2014-12-06T00:00:00",
-          "2015-01-06T00:00:00",
-          "2015-02-06T00:00:00",
-          "2015-03-06T00:00:00",
-          "2015-04-06T00:00:00",
-          "2015-05-06T00:00:00",
-          "2015-06-06T00:00:00",
-          "2015-07-06T00:00:00",
-          "2015-08-06T00:00:00",
-          "2015-09-06T00:00:00",
-          "2015-10-06T00:00:00",
-          "2015-11-06T00:00:00",
-          "2015-12-06T00:00:00",
-          "2016-01-06T00:00:00",
-          "2016-02-06T00:00:00",
-          "2016-03-06T00:00:00",
-          "2016-04-06T00:00:00",
-          "2016-05-06T00:00:00",
-          "2016-06-06T00:00:00",
-          "2016-07-06T00:00:00",
-          "2016-08-06T00:00:00",
-          "2016-09-06T00:00:00",
-          "2016-10-06T00:00:00",
-          "2016-11-06T00:00:00",
-          "2016-12-06T00:00:00"
-         ],
-         "y": [
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-          "1964-10-06T00:00:00",
-          "1964-11-06T00:00:00",
-          "1964-12-06T00:00:00",
-          "1965-01-06T00:00:00",
-          "1965-02-06T00:00:00",
-          "1965-03-06T00:00:00",
-          "1965-04-06T00:00:00",
-          "1965-05-06T00:00:00",
-          "1965-06-06T00:00:00",
-          "1965-07-06T00:00:00",
-          "1965-08-06T00:00:00",
-          "1965-09-06T00:00:00",
-          "1965-10-06T00:00:00",
-          "1965-11-06T00:00:00",
-          "1965-12-06T00:00:00",
-          "1966-01-06T00:00:00",
-          "1966-02-06T00:00:00",
-          "1966-03-06T00:00:00",
-          "1966-04-06T00:00:00",
-          "1966-05-06T00:00:00",
-          "1966-06-06T00:00:00",
-          "1966-07-06T00:00:00",
-          "1966-08-06T00:00:00",
-          "1966-09-06T00:00:00",
-          "1966-10-06T00:00:00",
-          "1966-11-06T00:00:00",
-          "1966-12-06T00:00:00",
-          "1967-01-06T00:00:00",
-          "1967-02-06T00:00:00",
-          "1967-03-06T00:00:00",
-          "1967-04-06T00:00:00",
-          "1967-05-06T00:00:00",
-          "1967-06-06T00:00:00",
-          "1967-07-06T00:00:00",
-          "1967-08-06T00:00:00",
-          "1967-09-06T00:00:00",
-          "1967-10-06T00:00:00",
-          "1967-11-06T00:00:00",
-          "1967-12-06T00:00:00",
-          "1968-01-06T00:00:00",
-          "1968-02-06T00:00:00",
-          "1968-03-06T00:00:00",
-          "1968-04-06T00:00:00",
-          "1968-05-06T00:00:00",
-          "1968-06-06T00:00:00",
-          "1968-07-06T00:00:00",
-          "1968-08-06T00:00:00",
-          "1968-09-06T00:00:00",
-          "1968-10-06T00:00:00",
-          "1968-11-06T00:00:00",
-          "1968-12-06T00:00:00",
-          "1969-01-06T00:00:00",
-          "1969-02-06T00:00:00",
-          "1969-03-06T00:00:00",
-          "1969-04-06T00:00:00",
-          "1969-05-06T00:00:00",
-          "1969-06-06T00:00:00",
-          "1969-07-06T00:00:00",
-          "1969-08-06T00:00:00",
-          "1969-09-06T00:00:00",
-          "1969-10-06T00:00:00",
-          "1969-11-06T00:00:00",
-          "1969-12-06T00:00:00",
-          "1970-01-06T00:00:00",
-          "1970-02-06T00:00:00",
-          "1970-03-06T00:00:00",
-          "1970-04-06T00:00:00",
-          "1970-05-06T00:00:00",
-          "1970-06-06T00:00:00",
-          "1970-07-06T00:00:00",
-          "1970-08-06T00:00:00",
-          "1970-09-06T00:00:00",
-          "1970-10-06T00:00:00",
-          "1970-11-06T00:00:00",
-          "1970-12-06T00:00:00",
-          "1971-01-06T00:00:00",
-          "1971-02-06T00:00:00",
-          "1971-03-06T00:00:00",
-          "1971-04-06T00:00:00",
-          "1971-05-06T00:00:00",
-          "1971-06-06T00:00:00",
-          "1971-07-06T00:00:00",
-          "1971-08-06T00:00:00",
-          "1971-09-06T00:00:00",
-          "1971-10-06T00:00:00",
-          "1971-11-06T00:00:00",
-          "1971-12-06T00:00:00",
-          "1972-01-06T00:00:00",
-          "1972-02-06T00:00:00",
-          "1972-03-06T00:00:00",
-          "1972-04-06T00:00:00",
-          "1972-05-06T00:00:00",
-          "1972-06-06T00:00:00",
-          "1972-07-06T00:00:00",
-          "1972-08-06T00:00:00",
-          "1972-09-06T00:00:00",
-          "1972-10-06T00:00:00",
-          "1972-11-06T00:00:00",
-          "1972-12-06T00:00:00",
-          "1973-01-06T00:00:00",
-          "1973-02-06T00:00:00",
-          "1973-03-06T00:00:00",
-          "1973-04-06T00:00:00",
-          "1973-05-06T00:00:00",
-          "1973-06-06T00:00:00",
-          "1973-07-06T00:00:00",
-          "1973-08-06T00:00:00",
-          "1973-09-06T00:00:00",
-          "1973-10-06T00:00:00",
-          "1973-11-06T00:00:00",
-          "1973-12-06T00:00:00",
-          "1974-01-06T00:00:00",
-          "1974-02-06T00:00:00",
-          "1974-03-06T00:00:00",
-          "1974-04-06T00:00:00",
-          "1974-05-06T00:00:00",
-          "1974-06-06T00:00:00",
-          "1974-07-06T00:00:00",
-          "1974-08-06T00:00:00",
-          "1974-09-06T00:00:00",
-          "1974-10-06T00:00:00",
-          "1974-11-06T00:00:00",
-          "1974-12-06T00:00:00",
-          "1975-01-06T00:00:00",
-          "1975-02-06T00:00:00",
-          "1975-03-06T00:00:00",
-          "1975-04-06T00:00:00",
-          "1975-05-06T00:00:00",
-          "1975-06-06T00:00:00",
-          "1975-07-06T00:00:00",
-          "1975-08-06T00:00:00",
-          "1975-09-06T00:00:00",
-          "1975-10-06T00:00:00",
-          "1975-11-06T00:00:00",
-          "1975-12-06T00:00:00",
-          "1976-01-06T00:00:00",
-          "1976-02-06T00:00:00",
-          "1976-03-06T00:00:00",
-          "1976-04-06T00:00:00",
-          "1976-05-06T00:00:00",
-          "1976-06-06T00:00:00",
-          "1976-07-06T00:00:00",
-          "1976-08-06T00:00:00",
-          "1976-09-06T00:00:00",
-          "1976-10-06T00:00:00",
-          "1976-11-06T00:00:00",
-          "1976-12-06T00:00:00",
-          "1977-01-06T00:00:00",
-          "1977-02-06T00:00:00",
-          "1977-03-06T00:00:00",
-          "1977-04-06T00:00:00",
-          "1977-05-06T00:00:00",
-          "1977-06-06T00:00:00",
-          "1977-07-06T00:00:00",
-          "1977-08-06T00:00:00",
-          "1977-09-06T00:00:00",
-          "1977-10-06T00:00:00",
-          "1977-11-06T00:00:00",
-          "1977-12-06T00:00:00",
-          "1978-01-06T00:00:00",
-          "1978-02-06T00:00:00",
-          "1978-03-06T00:00:00",
-          "1978-04-06T00:00:00",
-          "1978-05-06T00:00:00",
-          "1978-06-06T00:00:00",
-          "1978-07-06T00:00:00",
-          "1978-08-06T00:00:00",
-          "1978-09-06T00:00:00",
-          "1978-10-06T00:00:00",
-          "1978-11-06T00:00:00",
-          "1978-12-06T00:00:00",
-          "1979-01-06T00:00:00",
-          "1979-02-06T00:00:00",
-          "1979-03-06T00:00:00",
-          "1979-04-06T00:00:00",
-          "1979-05-06T00:00:00",
-          "1979-06-06T00:00:00",
-          "1979-07-06T00:00:00",
-          "1979-08-06T00:00:00",
-          "1979-09-06T00:00:00",
-          "1979-10-06T00:00:00",
-          "1979-11-06T00:00:00",
-          "1979-12-06T00:00:00",
-          "1980-01-06T00:00:00",
-          "1980-02-06T00:00:00",
-          "1980-03-06T00:00:00",
-          "1980-04-06T00:00:00",
-          "1980-05-06T00:00:00",
-          "1980-06-06T00:00:00",
-          "1980-07-06T00:00:00",
-          "1980-08-06T00:00:00",
-          "1980-09-06T00:00:00",
-          "1980-10-06T00:00:00",
-          "1980-11-06T00:00:00",
-          "1980-12-06T00:00:00",
-          "1981-01-06T00:00:00",
-          "1981-02-06T00:00:00",
-          "1981-03-06T00:00:00",
-          "1981-04-06T00:00:00",
-          "1981-05-06T00:00:00",
-          "1981-06-06T00:00:00",
-          "1981-07-06T00:00:00",
-          "1981-08-06T00:00:00",
-          "1981-09-06T00:00:00",
-          "1981-10-06T00:00:00",
-          "1981-11-06T00:00:00",
-          "1981-12-06T00:00:00",
-          "1982-01-06T00:00:00",
-          "1982-02-06T00:00:00",
-          "1982-03-06T00:00:00",
-          "1982-04-06T00:00:00",
-          "1982-05-06T00:00:00",
-          "1982-06-06T00:00:00",
-          "1982-07-06T00:00:00",
-          "1982-08-06T00:00:00",
-          "1982-09-06T00:00:00",
-          "1982-10-06T00:00:00",
-          "1982-11-06T00:00:00",
-          "1982-12-06T00:00:00",
-          "1983-01-06T00:00:00",
-          "1983-02-06T00:00:00",
-          "1983-03-06T00:00:00",
-          "1983-04-06T00:00:00",
-          "1983-05-06T00:00:00",
-          "1983-06-06T00:00:00",
-          "1983-07-06T00:00:00",
-          "1983-08-06T00:00:00",
-          "1983-09-06T00:00:00",
-          "1983-10-06T00:00:00",
-          "1983-11-06T00:00:00",
-          "1983-12-06T00:00:00",
-          "1984-01-06T00:00:00",
-          "1984-02-06T00:00:00",
-          "1984-03-06T00:00:00",
-          "1984-04-06T00:00:00",
-          "1984-05-06T00:00:00",
-          "1984-06-06T00:00:00",
-          "1984-07-06T00:00:00",
-          "1984-08-06T00:00:00",
-          "1984-09-06T00:00:00",
-          "1984-10-06T00:00:00",
-          "1984-11-06T00:00:00",
-          "1984-12-06T00:00:00",
-          "1985-01-06T00:00:00",
-          "1985-02-06T00:00:00",
-          "1985-03-06T00:00:00",
-          "1985-04-06T00:00:00",
-          "1985-05-06T00:00:00",
-          "1985-06-06T00:00:00",
-          "1985-07-06T00:00:00",
-          "1985-08-06T00:00:00",
-          "1985-09-06T00:00:00",
-          "1985-10-06T00:00:00",
-          "1985-11-06T00:00:00",
-          "1985-12-06T00:00:00",
-          "1986-01-06T00:00:00",
-          "1986-02-06T00:00:00",
-          "1986-03-06T00:00:00",
-          "1986-04-06T00:00:00",
-          "1986-05-06T00:00:00",
-          "1986-06-06T00:00:00",
-          "1986-07-06T00:00:00",
-          "1986-08-06T00:00:00",
-          "1986-09-06T00:00:00",
-          "1986-10-06T00:00:00",
-          "1986-11-06T00:00:00",
-          "1986-12-06T00:00:00",
-          "1987-01-06T00:00:00",
-          "1987-02-06T00:00:00",
-          "1987-03-06T00:00:00",
-          "1987-04-06T00:00:00",
-          "1987-05-06T00:00:00",
-          "1987-06-06T00:00:00",
-          "1987-07-06T00:00:00",
-          "1987-08-06T00:00:00",
-          "1987-09-06T00:00:00",
-          "1987-10-06T00:00:00",
-          "1987-11-06T00:00:00",
-          "1987-12-06T00:00:00",
-          "1988-01-06T00:00:00",
-          "1988-02-06T00:00:00",
-          "1988-03-06T00:00:00",
-          "1988-04-06T00:00:00",
-          "1988-05-06T00:00:00",
-          "1988-06-06T00:00:00",
-          "1988-07-06T00:00:00",
-          "1988-08-06T00:00:00",
-          "1988-09-06T00:00:00",
-          "1988-10-06T00:00:00",
-          "1988-11-06T00:00:00",
-          "1988-12-06T00:00:00",
-          "1989-01-06T00:00:00",
-          "1989-02-06T00:00:00",
-          "1989-03-06T00:00:00",
-          "1989-04-06T00:00:00",
-          "1989-05-06T00:00:00",
-          "1989-06-06T00:00:00",
-          "1989-07-06T00:00:00",
-          "1989-08-06T00:00:00",
-          "1989-09-06T00:00:00",
-          "1989-10-06T00:00:00",
-          "1989-11-06T00:00:00",
-          "1989-12-06T00:00:00",
-          "1990-01-06T00:00:00",
-          "1990-02-06T00:00:00",
-          "1990-03-06T00:00:00",
-          "1990-04-06T00:00:00",
-          "1990-05-06T00:00:00",
-          "1990-06-06T00:00:00",
-          "1990-07-06T00:00:00",
-          "1990-08-06T00:00:00",
-          "1990-09-06T00:00:00",
-          "1990-10-06T00:00:00",
-          "1990-11-06T00:00:00",
-          "1990-12-06T00:00:00",
-          "1991-01-06T00:00:00",
-          "1991-02-06T00:00:00",
-          "1991-03-06T00:00:00",
-          "1991-04-06T00:00:00",
-          "1991-05-06T00:00:00",
-          "1991-06-06T00:00:00",
-          "1991-07-06T00:00:00",
-          "1991-08-06T00:00:00",
-          "1991-09-06T00:00:00",
-          "1991-10-06T00:00:00",
-          "1991-11-06T00:00:00",
-          "1991-12-06T00:00:00",
-          "1992-01-06T00:00:00",
-          "1992-02-06T00:00:00",
-          "1992-03-06T00:00:00",
-          "1992-04-06T00:00:00",
-          "1992-05-06T00:00:00",
-          "1992-06-06T00:00:00",
-          "1992-07-06T00:00:00",
-          "1992-08-06T00:00:00",
-          "1992-09-06T00:00:00",
-          "1992-10-06T00:00:00",
-          "1992-11-06T00:00:00",
-          "1992-12-06T00:00:00",
-          "1993-01-06T00:00:00",
-          "1993-02-06T00:00:00",
-          "1993-03-06T00:00:00",
-          "1993-04-06T00:00:00",
-          "1993-05-06T00:00:00",
-          "1993-06-06T00:00:00",
-          "1993-07-06T00:00:00",
-          "1993-08-06T00:00:00",
-          "1993-09-06T00:00:00",
-          "1993-10-06T00:00:00",
-          "1993-11-06T00:00:00",
-          "1993-12-06T00:00:00",
-          "1994-01-06T00:00:00",
-          "1994-02-06T00:00:00",
-          "1994-03-06T00:00:00",
-          "1994-04-06T00:00:00",
-          "1994-05-06T00:00:00",
-          "1994-06-06T00:00:00",
-          "1994-07-06T00:00:00",
-          "1994-08-06T00:00:00",
-          "1994-09-06T00:00:00",
-          "1994-10-06T00:00:00",
-          "1994-11-06T00:00:00",
-          "1994-12-06T00:00:00",
-          "1995-01-06T00:00:00",
-          "1995-02-06T00:00:00",
-          "1995-03-06T00:00:00",
-          "1995-04-06T00:00:00",
-          "1995-05-06T00:00:00",
-          "1995-06-06T00:00:00",
-          "1995-07-06T00:00:00",
-          "1995-08-06T00:00:00",
-          "1995-09-06T00:00:00",
-          "1995-10-06T00:00:00",
-          "1995-11-06T00:00:00",
-          "1995-12-06T00:00:00",
-          "1996-01-06T00:00:00",
-          "1996-02-06T00:00:00",
-          "1996-03-06T00:00:00",
-          "1996-04-06T00:00:00",
-          "1996-05-06T00:00:00",
-          "1996-06-06T00:00:00",
-          "1996-07-06T00:00:00",
-          "1996-08-06T00:00:00",
-          "1996-09-06T00:00:00",
-          "1996-10-06T00:00:00",
-          "1996-11-06T00:00:00",
-          "1996-12-06T00:00:00",
-          "1997-01-06T00:00:00",
-          "1997-02-06T00:00:00",
-          "1997-03-06T00:00:00",
-          "1997-04-06T00:00:00",
-          "1997-05-06T00:00:00",
-          "1997-06-06T00:00:00",
-          "1997-07-06T00:00:00",
-          "1997-08-06T00:00:00",
-          "1997-09-06T00:00:00",
-          "1997-10-06T00:00:00",
-          "1997-11-06T00:00:00",
-          "1997-12-06T00:00:00",
-          "1998-01-06T00:00:00",
-          "1998-02-06T00:00:00",
-          "1998-03-06T00:00:00",
-          "1998-04-06T00:00:00",
-          "1998-05-06T00:00:00",
-          "1998-06-06T00:00:00",
-          "1998-07-06T00:00:00",
-          "1998-08-06T00:00:00",
-          "1998-09-06T00:00:00",
-          "1998-10-06T00:00:00",
-          "1998-11-06T00:00:00",
-          "1998-12-06T00:00:00",
-          "1999-01-06T00:00:00",
-          "1999-02-06T00:00:00",
-          "1999-03-06T00:00:00",
-          "1999-04-06T00:00:00",
-          "1999-05-06T00:00:00",
-          "1999-06-06T00:00:00",
-          "1999-07-06T00:00:00",
-          "1999-08-06T00:00:00",
-          "1999-09-06T00:00:00",
-          "1999-10-06T00:00:00",
-          "1999-11-06T00:00:00",
-          "1999-12-06T00:00:00",
-          "2000-01-06T00:00:00",
-          "2000-02-06T00:00:00",
-          "2000-03-06T00:00:00",
-          "2000-04-06T00:00:00",
-          "2000-05-06T00:00:00",
-          "2000-06-06T00:00:00",
-          "2000-07-06T00:00:00",
-          "2000-08-06T00:00:00",
-          "2000-09-06T00:00:00",
-          "2000-10-06T00:00:00",
-          "2000-11-06T00:00:00",
-          "2000-12-06T00:00:00",
-          "2001-01-06T00:00:00",
-          "2001-02-06T00:00:00",
-          "2001-03-06T00:00:00",
-          "2001-04-06T00:00:00",
-          "2001-05-06T00:00:00",
-          "2001-06-06T00:00:00",
-          "2001-07-06T00:00:00",
-          "2001-08-06T00:00:00",
-          "2001-09-06T00:00:00",
-          "2001-10-06T00:00:00",
-          "2001-11-06T00:00:00",
-          "2001-12-06T00:00:00",
-          "2002-01-06T00:00:00",
-          "2002-02-06T00:00:00",
-          "2002-03-06T00:00:00",
-          "2002-04-06T00:00:00",
-          "2002-05-06T00:00:00",
-          "2002-06-06T00:00:00",
-          "2002-07-06T00:00:00",
-          "2002-08-06T00:00:00",
-          "2002-09-06T00:00:00",
-          "2002-10-06T00:00:00",
-          "2002-11-06T00:00:00",
-          "2002-12-06T00:00:00",
-          "2003-01-06T00:00:00",
-          "2003-02-06T00:00:00",
-          "2003-03-06T00:00:00",
-          "2003-04-06T00:00:00",
-          "2003-05-06T00:00:00",
-          "2003-06-06T00:00:00",
-          "2003-07-06T00:00:00",
-          "2003-08-06T00:00:00",
-          "2003-09-06T00:00:00",
-          "2003-10-06T00:00:00",
-          "2003-11-06T00:00:00",
-          "2003-12-06T00:00:00",
-          "2004-01-06T00:00:00",
-          "2004-02-06T00:00:00",
-          "2004-03-06T00:00:00",
-          "2004-04-06T00:00:00",
-          "2004-05-06T00:00:00",
-          "2004-06-06T00:00:00",
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-          "1979-02-06T00:00:00",
-          "1979-03-06T00:00:00",
-          "1979-04-06T00:00:00",
-          "1979-05-06T00:00:00",
-          "1979-06-06T00:00:00",
-          "1979-07-06T00:00:00",
-          "1979-08-06T00:00:00",
-          "1979-09-06T00:00:00",
-          "1979-10-06T00:00:00",
-          "1979-11-06T00:00:00",
-          "1979-12-06T00:00:00",
-          "1980-01-06T00:00:00",
-          "1980-02-06T00:00:00",
-          "1980-03-06T00:00:00",
-          "1980-04-06T00:00:00",
-          "1980-05-06T00:00:00",
-          "1980-06-06T00:00:00",
-          "1980-07-06T00:00:00",
-          "1980-08-06T00:00:00",
-          "1980-09-06T00:00:00",
-          "1980-10-06T00:00:00",
-          "1980-11-06T00:00:00",
-          "1980-12-06T00:00:00",
-          "1981-01-06T00:00:00",
-          "1981-02-06T00:00:00",
-          "1981-03-06T00:00:00",
-          "1981-04-06T00:00:00",
-          "1981-05-06T00:00:00",
-          "1981-06-06T00:00:00",
-          "1981-07-06T00:00:00",
-          "1981-08-06T00:00:00",
-          "1981-09-06T00:00:00",
-          "1981-10-06T00:00:00",
-          "1981-11-06T00:00:00",
-          "1981-12-06T00:00:00",
-          "1982-01-06T00:00:00",
-          "1982-02-06T00:00:00",
-          "1982-03-06T00:00:00",
-          "1982-04-06T00:00:00",
-          "1982-05-06T00:00:00",
-          "1982-06-06T00:00:00",
-          "1982-07-06T00:00:00",
-          "1982-08-06T00:00:00",
-          "1982-09-06T00:00:00",
-          "1982-10-06T00:00:00",
-          "1982-11-06T00:00:00",
-          "1982-12-06T00:00:00",
-          "1983-01-06T00:00:00",
-          "1983-02-06T00:00:00",
-          "1983-03-06T00:00:00",
-          "1983-04-06T00:00:00",
-          "1983-05-06T00:00:00",
-          "1983-06-06T00:00:00",
-          "1983-07-06T00:00:00",
-          "1983-08-06T00:00:00",
-          "1983-09-06T00:00:00",
-          "1983-10-06T00:00:00",
-          "1983-11-06T00:00:00",
-          "1983-12-06T00:00:00",
-          "1984-01-06T00:00:00",
-          "1984-02-06T00:00:00",
-          "1984-03-06T00:00:00",
-          "1984-04-06T00:00:00",
-          "1984-05-06T00:00:00",
-          "1984-06-06T00:00:00",
-          "1984-07-06T00:00:00",
-          "1984-08-06T00:00:00",
-          "1984-09-06T00:00:00",
-          "1984-10-06T00:00:00",
-          "1984-11-06T00:00:00",
-          "1984-12-06T00:00:00",
-          "1985-01-06T00:00:00",
-          "1985-02-06T00:00:00",
-          "1985-03-06T00:00:00",
-          "1985-04-06T00:00:00",
-          "1985-05-06T00:00:00",
-          "1985-06-06T00:00:00",
-          "1985-07-06T00:00:00",
-          "1985-08-06T00:00:00",
-          "1985-09-06T00:00:00",
-          "1985-10-06T00:00:00",
-          "1985-11-06T00:00:00",
-          "1985-12-06T00:00:00",
-          "1986-01-06T00:00:00",
-          "1986-02-06T00:00:00",
-          "1986-03-06T00:00:00",
-          "1986-04-06T00:00:00",
-          "1986-05-06T00:00:00",
-          "1986-06-06T00:00:00",
-          "1986-07-06T00:00:00",
-          "1986-08-06T00:00:00",
-          "1986-09-06T00:00:00",
-          "1986-10-06T00:00:00",
-          "1986-11-06T00:00:00",
-          "1986-12-06T00:00:00",
-          "1987-01-06T00:00:00",
-          "1987-02-06T00:00:00",
-          "1987-03-06T00:00:00",
-          "1987-04-06T00:00:00",
-          "1987-05-06T00:00:00",
-          "1987-06-06T00:00:00",
-          "1987-07-06T00:00:00",
-          "1987-08-06T00:00:00",
-          "1987-09-06T00:00:00",
-          "1987-10-06T00:00:00",
-          "1987-11-06T00:00:00",
-          "1987-12-06T00:00:00",
-          "1988-01-06T00:00:00",
-          "1988-02-06T00:00:00",
-          "1988-03-06T00:00:00",
-          "1988-04-06T00:00:00",
-          "1988-05-06T00:00:00",
-          "1988-06-06T00:00:00",
-          "1988-07-06T00:00:00",
-          "1988-08-06T00:00:00",
-          "1988-09-06T00:00:00",
-          "1988-10-06T00:00:00",
-          "1988-11-06T00:00:00",
-          "1988-12-06T00:00:00",
-          "1989-01-06T00:00:00",
-          "1989-02-06T00:00:00",
-          "1989-03-06T00:00:00",
-          "1989-04-06T00:00:00",
-          "1989-05-06T00:00:00",
-          "1989-06-06T00:00:00",
-          "1989-07-06T00:00:00",
-          "1989-08-06T00:00:00",
-          "1989-09-06T00:00:00",
-          "1989-10-06T00:00:00",
-          "1989-11-06T00:00:00",
-          "1989-12-06T00:00:00",
-          "1990-01-06T00:00:00",
-          "1990-02-06T00:00:00",
-          "1990-03-06T00:00:00",
-          "1990-04-06T00:00:00",
-          "1990-05-06T00:00:00",
-          "1990-06-06T00:00:00",
-          "1990-07-06T00:00:00",
-          "1990-08-06T00:00:00",
-          "1990-09-06T00:00:00",
-          "1990-10-06T00:00:00",
-          "1990-11-06T00:00:00",
-          "1990-12-06T00:00:00",
-          "1991-01-06T00:00:00",
-          "1991-02-06T00:00:00",
-          "1991-03-06T00:00:00",
-          "1991-04-06T00:00:00",
-          "1991-05-06T00:00:00",
-          "1991-06-06T00:00:00",
-          "1991-07-06T00:00:00",
-          "1991-08-06T00:00:00",
-          "1991-09-06T00:00:00",
-          "1991-10-06T00:00:00",
-          "1991-11-06T00:00:00",
-          "1991-12-06T00:00:00",
-          "1992-01-06T00:00:00",
-          "1992-02-06T00:00:00",
-          "1992-03-06T00:00:00",
-          "1992-04-06T00:00:00",
-          "1992-05-06T00:00:00",
-          "1992-06-06T00:00:00",
-          "1992-07-06T00:00:00",
-          "1992-08-06T00:00:00",
-          "1992-09-06T00:00:00",
-          "1992-10-06T00:00:00",
-          "1992-11-06T00:00:00",
-          "1992-12-06T00:00:00",
-          "1993-01-06T00:00:00",
-          "1993-02-06T00:00:00",
-          "1993-03-06T00:00:00",
-          "1993-04-06T00:00:00",
-          "1993-05-06T00:00:00",
-          "1993-06-06T00:00:00",
-          "1993-07-06T00:00:00",
-          "1993-08-06T00:00:00",
-          "1993-09-06T00:00:00",
-          "1993-10-06T00:00:00",
-          "1993-11-06T00:00:00",
-          "1993-12-06T00:00:00",
-          "1994-01-06T00:00:00",
-          "1994-02-06T00:00:00",
-          "1994-03-06T00:00:00",
-          "1994-04-06T00:00:00",
-          "1994-05-06T00:00:00",
-          "1994-06-06T00:00:00",
-          "1994-07-06T00:00:00",
-          "1994-08-06T00:00:00",
-          "1994-09-06T00:00:00",
-          "1994-10-06T00:00:00",
-          "1994-11-06T00:00:00",
-          "1994-12-06T00:00:00",
-          "1995-01-06T00:00:00",
-          "1995-02-06T00:00:00",
-          "1995-03-06T00:00:00",
-          "1995-04-06T00:00:00",
-          "1995-05-06T00:00:00",
-          "1995-06-06T00:00:00",
-          "1995-07-06T00:00:00",
-          "1995-08-06T00:00:00",
-          "1995-09-06T00:00:00",
-          "1995-10-06T00:00:00",
-          "1995-11-06T00:00:00",
-          "1995-12-06T00:00:00",
-          "1996-01-06T00:00:00",
-          "1996-02-06T00:00:00",
-          "1996-03-06T00:00:00",
-          "1996-04-06T00:00:00",
-          "1996-05-06T00:00:00",
-          "1996-06-06T00:00:00",
-          "1996-07-06T00:00:00",
-          "1996-08-06T00:00:00",
-          "1996-09-06T00:00:00",
-          "1996-10-06T00:00:00",
-          "1996-11-06T00:00:00",
-          "1996-12-06T00:00:00",
-          "1997-01-06T00:00:00",
-          "1997-02-06T00:00:00",
-          "1997-03-06T00:00:00",
-          "1997-04-06T00:00:00",
-          "1997-05-06T00:00:00",
-          "1997-06-06T00:00:00",
-          "1997-07-06T00:00:00",
-          "1997-08-06T00:00:00",
-          "1997-09-06T00:00:00",
-          "1997-10-06T00:00:00",
-          "1997-11-06T00:00:00",
-          "1997-12-06T00:00:00",
-          "1998-01-06T00:00:00",
-          "1998-02-06T00:00:00",
-          "1998-03-06T00:00:00",
-          "1998-04-06T00:00:00",
-          "1998-05-06T00:00:00",
-          "1998-06-06T00:00:00",
-          "1998-07-06T00:00:00",
-          "1998-08-06T00:00:00",
-          "1998-09-06T00:00:00",
-          "1998-10-06T00:00:00",
-          "1998-11-06T00:00:00",
-          "1998-12-06T00:00:00",
-          "1999-01-06T00:00:00",
-          "1999-02-06T00:00:00",
-          "1999-03-06T00:00:00",
-          "1999-04-06T00:00:00",
-          "1999-05-06T00:00:00",
-          "1999-06-06T00:00:00",
-          "1999-07-06T00:00:00",
-          "1999-08-06T00:00:00",
-          "1999-09-06T00:00:00",
-          "1999-10-06T00:00:00",
-          "1999-11-06T00:00:00",
-          "1999-12-06T00:00:00",
-          "2000-01-06T00:00:00",
-          "2000-02-06T00:00:00",
-          "2000-03-06T00:00:00",
-          "2000-04-06T00:00:00",
-          "2000-05-06T00:00:00",
-          "2000-06-06T00:00:00",
-          "2000-07-06T00:00:00",
-          "2000-08-06T00:00:00",
-          "2000-09-06T00:00:00",
-          "2000-10-06T00:00:00",
-          "2000-11-06T00:00:00",
-          "2000-12-06T00:00:00",
-          "2001-01-06T00:00:00",
-          "2001-02-06T00:00:00",
-          "2001-03-06T00:00:00",
-          "2001-04-06T00:00:00",
-          "2001-05-06T00:00:00",
-          "2001-06-06T00:00:00",
-          "2001-07-06T00:00:00",
-          "2001-08-06T00:00:00",
-          "2001-09-06T00:00:00",
-          "2001-10-06T00:00:00",
-          "2001-11-06T00:00:00",
-          "2001-12-06T00:00:00",
-          "2002-01-06T00:00:00",
-          "2002-02-06T00:00:00",
-          "2002-03-06T00:00:00",
-          "2002-04-06T00:00:00",
-          "2002-05-06T00:00:00",
-          "2002-06-06T00:00:00",
-          "2002-07-06T00:00:00",
-          "2002-08-06T00:00:00",
-          "2002-09-06T00:00:00",
-          "2002-10-06T00:00:00",
-          "2002-11-06T00:00:00",
-          "2002-12-06T00:00:00",
-          "2003-01-06T00:00:00",
-          "2003-02-06T00:00:00",
-          "2003-03-06T00:00:00",
-          "2003-04-06T00:00:00",
-          "2003-05-06T00:00:00",
-          "2003-06-06T00:00:00",
-          "2003-07-06T00:00:00",
-          "2003-08-06T00:00:00",
-          "2003-09-06T00:00:00",
-          "2003-10-06T00:00:00",
-          "2003-11-06T00:00:00",
-          "2003-12-06T00:00:00",
-          "2004-01-06T00:00:00",
-          "2004-02-06T00:00:00",
-          "2004-03-06T00:00:00",
-          "2004-04-06T00:00:00",
-          "2004-05-06T00:00:00",
-          "2004-06-06T00:00:00",
-          "2004-07-06T00:00:00",
-          "2004-08-06T00:00:00",
-          "2004-09-06T00:00:00",
-          "2004-10-06T00:00:00",
-          "2004-11-06T00:00:00",
-          "2004-12-06T00:00:00",
-          "2005-01-06T00:00:00",
-          "2005-02-06T00:00:00",
-          "2005-03-06T00:00:00",
-          "2005-04-06T00:00:00",
-          "2005-05-06T00:00:00",
-          "2005-06-06T00:00:00",
-          "2005-07-06T00:00:00",
-          "2005-08-06T00:00:00",
-          "2005-09-06T00:00:00",
-          "2005-10-06T00:00:00",
-          "2005-11-06T00:00:00",
-          "2005-12-06T00:00:00",
-          "2006-01-06T00:00:00",
-          "2006-02-06T00:00:00",
-          "2006-03-06T00:00:00",
-          "2006-04-06T00:00:00",
-          "2006-05-06T00:00:00",
-          "2006-06-06T00:00:00",
-          "2006-07-06T00:00:00",
-          "2006-08-06T00:00:00",
-          "2006-09-06T00:00:00",
-          "2006-10-06T00:00:00",
-          "2006-11-06T00:00:00",
-          "2006-12-06T00:00:00",
-          "2007-01-06T00:00:00",
-          "2007-02-06T00:00:00",
-          "2007-03-06T00:00:00",
-          "2007-04-06T00:00:00",
-          "2007-05-06T00:00:00",
-          "2007-06-06T00:00:00",
-          "2007-07-06T00:00:00",
-          "2007-08-06T00:00:00",
-          "2007-09-06T00:00:00",
-          "2007-10-06T00:00:00",
-          "2007-11-06T00:00:00",
-          "2007-12-06T00:00:00",
-          "2008-01-06T00:00:00",
-          "2008-02-06T00:00:00",
-          "2008-03-06T00:00:00",
-          "2008-04-06T00:00:00",
-          "2008-05-06T00:00:00",
-          "2008-06-06T00:00:00",
-          "2008-07-06T00:00:00",
-          "2008-08-06T00:00:00",
-          "2008-09-06T00:00:00",
-          "2008-10-06T00:00:00",
-          "2008-11-06T00:00:00",
-          "2008-12-06T00:00:00",
-          "2009-01-06T00:00:00",
-          "2009-02-06T00:00:00",
-          "2009-03-06T00:00:00",
-          "2009-04-06T00:00:00",
-          "2009-05-06T00:00:00",
-          "2009-06-06T00:00:00",
-          "2009-07-06T00:00:00",
-          "2009-08-06T00:00:00",
-          "2009-09-06T00:00:00",
-          "2009-10-06T00:00:00",
-          "2009-11-06T00:00:00",
-          "2009-12-06T00:00:00",
-          "2010-01-06T00:00:00",
-          "2010-02-06T00:00:00",
-          "2010-03-06T00:00:00",
-          "2010-04-06T00:00:00",
-          "2010-05-06T00:00:00",
-          "2010-06-06T00:00:00",
-          "2010-07-06T00:00:00",
-          "2010-08-06T00:00:00",
-          "2010-09-06T00:00:00",
-          "2010-10-06T00:00:00",
-          "2010-11-06T00:00:00",
-          "2010-12-06T00:00:00",
-          "2011-01-06T00:00:00",
-          "2011-02-06T00:00:00",
-          "2011-03-06T00:00:00",
-          "2011-04-06T00:00:00",
-          "2011-05-06T00:00:00",
-          "2011-06-06T00:00:00",
-          "2011-07-06T00:00:00",
-          "2011-08-06T00:00:00",
-          "2011-09-06T00:00:00",
-          "2011-10-06T00:00:00",
-          "2011-11-06T00:00:00",
-          "2011-12-06T00:00:00",
-          "2012-01-06T00:00:00",
-          "2012-02-06T00:00:00",
-          "2012-03-06T00:00:00",
-          "2012-04-06T00:00:00",
-          "2012-05-06T00:00:00",
-          "2012-06-06T00:00:00",
-          "2012-07-06T00:00:00",
-          "2012-08-06T00:00:00",
-          "2012-09-06T00:00:00",
-          "2012-10-06T00:00:00",
-          "2012-11-06T00:00:00",
-          "2012-12-06T00:00:00",
-          "2013-01-06T00:00:00",
-          "2013-02-06T00:00:00",
-          "2013-03-06T00:00:00",
-          "2013-04-06T00:00:00",
-          "2013-05-06T00:00:00",
-          "2013-06-06T00:00:00",
-          "2013-07-06T00:00:00",
-          "2013-08-06T00:00:00",
-          "2013-09-06T00:00:00",
-          "2013-10-06T00:00:00",
-          "2013-11-06T00:00:00",
-          "2013-12-06T00:00:00",
-          "2014-01-06T00:00:00",
-          "2014-02-06T00:00:00",
-          "2014-03-06T00:00:00",
-          "2014-04-06T00:00:00",
-          "2014-05-06T00:00:00",
-          "2014-06-06T00:00:00",
-          "2014-07-06T00:00:00",
-          "2014-08-06T00:00:00",
-          "2014-09-06T00:00:00",
-          "2014-10-06T00:00:00",
-          "2014-11-06T00:00:00",
-          "2014-12-06T00:00:00",
-          "2015-01-06T00:00:00",
-          "2015-02-06T00:00:00",
-          "2015-03-06T00:00:00",
-          "2015-04-06T00:00:00",
-          "2015-05-06T00:00:00",
-          "2015-06-06T00:00:00",
-          "2015-07-06T00:00:00",
-          "2015-08-06T00:00:00",
-          "2015-09-06T00:00:00",
-          "2015-10-06T00:00:00",
-          "2015-11-06T00:00:00",
-          "2015-12-06T00:00:00",
-          "2016-01-06T00:00:00",
-          "2016-02-06T00:00:00",
-          "2016-03-06T00:00:00",
-          "2016-04-06T00:00:00",
-          "2016-05-06T00:00:00",
-          "2016-06-06T00:00:00",
-          "2016-07-06T00:00:00",
-          "2016-08-06T00:00:00",
-          "2016-09-06T00:00:00",
-          "2016-10-06T00:00:00",
-          "2016-11-06T00:00:00",
-          "2016-12-06T00:00:00"
-         ],
-         "y": [
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-          "1967-07-06T00:00:00",
-          "1967-08-06T00:00:00",
-          "1967-09-06T00:00:00",
-          "1967-10-06T00:00:00",
-          "1967-11-06T00:00:00",
-          "1967-12-06T00:00:00",
-          "1968-01-06T00:00:00",
-          "1968-02-06T00:00:00",
-          "1968-03-06T00:00:00",
-          "1968-04-06T00:00:00",
-          "1968-05-06T00:00:00",
-          "1968-06-06T00:00:00",
-          "1968-07-06T00:00:00",
-          "1968-08-06T00:00:00",
-          "1968-09-06T00:00:00",
-          "1968-10-06T00:00:00",
-          "1968-11-06T00:00:00",
-          "1968-12-06T00:00:00",
-          "1969-01-06T00:00:00",
-          "1969-02-06T00:00:00",
-          "1969-03-06T00:00:00",
-          "1969-04-06T00:00:00",
-          "1969-05-06T00:00:00",
-          "1969-06-06T00:00:00",
-          "1969-07-06T00:00:00",
-          "1969-08-06T00:00:00",
-          "1969-09-06T00:00:00",
-          "1969-10-06T00:00:00",
-          "1969-11-06T00:00:00",
-          "1969-12-06T00:00:00",
-          "1970-01-06T00:00:00",
-          "1970-02-06T00:00:00",
-          "1970-03-06T00:00:00",
-          "1970-04-06T00:00:00",
-          "1970-05-06T00:00:00",
-          "1970-06-06T00:00:00",
-          "1970-07-06T00:00:00",
-          "1970-08-06T00:00:00",
-          "1970-09-06T00:00:00",
-          "1970-10-06T00:00:00",
-          "1970-11-06T00:00:00",
-          "1970-12-06T00:00:00",
-          "1971-01-06T00:00:00",
-          "1971-02-06T00:00:00",
-          "1971-03-06T00:00:00",
-          "1971-04-06T00:00:00",
-          "1971-05-06T00:00:00",
-          "1971-06-06T00:00:00",
-          "1971-07-06T00:00:00",
-          "1971-08-06T00:00:00",
-          "1971-09-06T00:00:00",
-          "1971-10-06T00:00:00",
-          "1971-11-06T00:00:00",
-          "1971-12-06T00:00:00",
-          "1972-01-06T00:00:00",
-          "1972-02-06T00:00:00",
-          "1972-03-06T00:00:00",
-          "1972-04-06T00:00:00",
-          "1972-05-06T00:00:00",
-          "1972-06-06T00:00:00",
-          "1972-07-06T00:00:00",
-          "1972-08-06T00:00:00",
-          "1972-09-06T00:00:00",
-          "1972-10-06T00:00:00",
-          "1972-11-06T00:00:00",
-          "1972-12-06T00:00:00",
-          "1973-01-06T00:00:00",
-          "1973-02-06T00:00:00",
-          "1973-03-06T00:00:00",
-          "1973-04-06T00:00:00",
-          "1973-05-06T00:00:00",
-          "1973-06-06T00:00:00",
-          "1973-07-06T00:00:00",
-          "1973-08-06T00:00:00",
-          "1973-09-06T00:00:00",
-          "1973-10-06T00:00:00",
-          "1973-11-06T00:00:00",
-          "1973-12-06T00:00:00",
-          "1974-01-06T00:00:00",
-          "1974-02-06T00:00:00",
-          "1974-03-06T00:00:00",
-          "1974-04-06T00:00:00",
-          "1974-05-06T00:00:00",
-          "1974-06-06T00:00:00",
-          "1974-07-06T00:00:00",
-          "1974-08-06T00:00:00",
-          "1974-09-06T00:00:00",
-          "1974-10-06T00:00:00",
-          "1974-11-06T00:00:00",
-          "1974-12-06T00:00:00",
-          "1975-01-06T00:00:00",
-          "1975-02-06T00:00:00",
-          "1975-03-06T00:00:00",
-          "1975-04-06T00:00:00",
-          "1975-05-06T00:00:00",
-          "1975-06-06T00:00:00",
-          "1975-07-06T00:00:00",
-          "1975-08-06T00:00:00",
-          "1975-09-06T00:00:00",
-          "1975-10-06T00:00:00",
-          "1975-11-06T00:00:00",
-          "1975-12-06T00:00:00",
-          "1976-01-06T00:00:00",
-          "1976-02-06T00:00:00",
-          "1976-03-06T00:00:00",
-          "1976-04-06T00:00:00",
-          "1976-05-06T00:00:00",
-          "1976-06-06T00:00:00",
-          "1976-07-06T00:00:00",
-          "1976-08-06T00:00:00",
-          "1976-09-06T00:00:00",
-          "1976-10-06T00:00:00",
-          "1976-11-06T00:00:00",
-          "1976-12-06T00:00:00",
-          "1977-01-06T00:00:00",
-          "1977-02-06T00:00:00",
-          "1977-03-06T00:00:00",
-          "1977-04-06T00:00:00",
-          "1977-05-06T00:00:00",
-          "1977-06-06T00:00:00",
-          "1977-07-06T00:00:00",
-          "1977-08-06T00:00:00",
-          "1977-09-06T00:00:00",
-          "1977-10-06T00:00:00",
-          "1977-11-06T00:00:00",
-          "1977-12-06T00:00:00",
-          "1978-01-06T00:00:00",
-          "1978-02-06T00:00:00",
-          "1978-03-06T00:00:00",
-          "1978-04-06T00:00:00",
-          "1978-05-06T00:00:00",
-          "1978-06-06T00:00:00",
-          "1978-07-06T00:00:00",
-          "1978-08-06T00:00:00",
-          "1978-09-06T00:00:00",
-          "1978-10-06T00:00:00",
-          "1978-11-06T00:00:00",
-          "1978-12-06T00:00:00",
-          "1979-01-06T00:00:00",
-          "1979-02-06T00:00:00",
-          "1979-03-06T00:00:00",
-          "1979-04-06T00:00:00",
-          "1979-05-06T00:00:00",
-          "1979-06-06T00:00:00",
-          "1979-07-06T00:00:00",
-          "1979-08-06T00:00:00",
-          "1979-09-06T00:00:00",
-          "1979-10-06T00:00:00",
-          "1979-11-06T00:00:00",
-          "1979-12-06T00:00:00",
-          "1980-01-06T00:00:00",
-          "1980-02-06T00:00:00",
-          "1980-03-06T00:00:00",
-          "1980-04-06T00:00:00",
-          "1980-05-06T00:00:00",
-          "1980-06-06T00:00:00",
-          "1980-07-06T00:00:00",
-          "1980-08-06T00:00:00",
-          "1980-09-06T00:00:00",
-          "1980-10-06T00:00:00",
-          "1980-11-06T00:00:00",
-          "1980-12-06T00:00:00",
-          "1981-01-06T00:00:00",
-          "1981-02-06T00:00:00",
-          "1981-03-06T00:00:00",
-          "1981-04-06T00:00:00",
-          "1981-05-06T00:00:00",
-          "1981-06-06T00:00:00",
-          "1981-07-06T00:00:00",
-          "1981-08-06T00:00:00",
-          "1981-09-06T00:00:00",
-          "1981-10-06T00:00:00",
-          "1981-11-06T00:00:00",
-          "1981-12-06T00:00:00",
-          "1982-01-06T00:00:00",
-          "1982-02-06T00:00:00",
-          "1982-03-06T00:00:00",
-          "1982-04-06T00:00:00",
-          "1982-05-06T00:00:00",
-          "1982-06-06T00:00:00",
-          "1982-07-06T00:00:00",
-          "1982-08-06T00:00:00",
-          "1982-09-06T00:00:00",
-          "1982-10-06T00:00:00",
-          "1982-11-06T00:00:00",
-          "1982-12-06T00:00:00",
-          "1983-01-06T00:00:00",
-          "1983-02-06T00:00:00",
-          "1983-03-06T00:00:00",
-          "1983-04-06T00:00:00",
-          "1983-05-06T00:00:00",
-          "1983-06-06T00:00:00",
-          "1983-07-06T00:00:00",
-          "1983-08-06T00:00:00",
-          "1983-09-06T00:00:00",
-          "1983-10-06T00:00:00",
-          "1983-11-06T00:00:00",
-          "1983-12-06T00:00:00",
-          "1984-01-06T00:00:00",
-          "1984-02-06T00:00:00",
-          "1984-03-06T00:00:00",
-          "1984-04-06T00:00:00",
-          "1984-05-06T00:00:00",
-          "1984-06-06T00:00:00",
-          "1984-07-06T00:00:00",
-          "1984-08-06T00:00:00",
-          "1984-09-06T00:00:00",
-          "1984-10-06T00:00:00",
-          "1984-11-06T00:00:00",
-          "1984-12-06T00:00:00",
-          "1985-01-06T00:00:00",
-          "1985-02-06T00:00:00",
-          "1985-03-06T00:00:00",
-          "1985-04-06T00:00:00",
-          "1985-05-06T00:00:00",
-          "1985-06-06T00:00:00",
-          "1985-07-06T00:00:00",
-          "1985-08-06T00:00:00",
-          "1985-09-06T00:00:00",
-          "1985-10-06T00:00:00",
-          "1985-11-06T00:00:00",
-          "1985-12-06T00:00:00",
-          "1986-01-06T00:00:00",
-          "1986-02-06T00:00:00",
-          "1986-03-06T00:00:00",
-          "1986-04-06T00:00:00",
-          "1986-05-06T00:00:00",
-          "1986-06-06T00:00:00",
-          "1986-07-06T00:00:00",
-          "1986-08-06T00:00:00",
-          "1986-09-06T00:00:00",
-          "1986-10-06T00:00:00",
-          "1986-11-06T00:00:00",
-          "1986-12-06T00:00:00",
-          "1987-01-06T00:00:00",
-          "1987-02-06T00:00:00",
-          "1987-03-06T00:00:00",
-          "1987-04-06T00:00:00",
-          "1987-05-06T00:00:00",
-          "1987-06-06T00:00:00",
-          "1987-07-06T00:00:00",
-          "1987-08-06T00:00:00",
-          "1987-09-06T00:00:00",
-          "1987-10-06T00:00:00",
-          "1987-11-06T00:00:00",
-          "1987-12-06T00:00:00",
-          "1988-01-06T00:00:00",
-          "1988-02-06T00:00:00",
-          "1988-03-06T00:00:00",
-          "1988-04-06T00:00:00",
-          "1988-05-06T00:00:00",
-          "1988-06-06T00:00:00",
-          "1988-07-06T00:00:00",
-          "1988-08-06T00:00:00",
-          "1988-09-06T00:00:00",
-          "1988-10-06T00:00:00",
-          "1988-11-06T00:00:00",
-          "1988-12-06T00:00:00",
-          "1989-01-06T00:00:00",
-          "1989-02-06T00:00:00",
-          "1989-03-06T00:00:00",
-          "1989-04-06T00:00:00",
-          "1989-05-06T00:00:00",
-          "1989-06-06T00:00:00",
-          "1989-07-06T00:00:00",
-          "1989-08-06T00:00:00",
-          "1989-09-06T00:00:00",
-          "1989-10-06T00:00:00",
-          "1989-11-06T00:00:00",
-          "1989-12-06T00:00:00",
-          "1990-01-06T00:00:00",
-          "1990-02-06T00:00:00",
-          "1990-03-06T00:00:00",
-          "1990-04-06T00:00:00",
-          "1990-05-06T00:00:00",
-          "1990-06-06T00:00:00",
-          "1990-07-06T00:00:00",
-          "1990-08-06T00:00:00",
-          "1990-09-06T00:00:00",
-          "1990-10-06T00:00:00",
-          "1990-11-06T00:00:00",
-          "1990-12-06T00:00:00",
-          "1991-01-06T00:00:00",
-          "1991-02-06T00:00:00",
-          "1991-03-06T00:00:00",
-          "1991-04-06T00:00:00",
-          "1991-05-06T00:00:00",
-          "1991-06-06T00:00:00",
-          "1991-07-06T00:00:00",
-          "1991-08-06T00:00:00",
-          "1991-09-06T00:00:00",
-          "1991-10-06T00:00:00",
-          "1991-11-06T00:00:00",
-          "1991-12-06T00:00:00",
-          "1992-01-06T00:00:00",
-          "1992-02-06T00:00:00",
-          "1992-03-06T00:00:00",
-          "1992-04-06T00:00:00",
-          "1992-05-06T00:00:00",
-          "1992-06-06T00:00:00",
-          "1992-07-06T00:00:00",
-          "1992-08-06T00:00:00",
-          "1992-09-06T00:00:00",
-          "1992-10-06T00:00:00",
-          "1992-11-06T00:00:00",
-          "1992-12-06T00:00:00",
-          "1993-01-06T00:00:00",
-          "1993-02-06T00:00:00",
-          "1993-03-06T00:00:00",
-          "1993-04-06T00:00:00",
-          "1993-05-06T00:00:00",
-          "1993-06-06T00:00:00",
-          "1993-07-06T00:00:00",
-          "1993-08-06T00:00:00",
-          "1993-09-06T00:00:00",
-          "1993-10-06T00:00:00",
-          "1993-11-06T00:00:00",
-          "1993-12-06T00:00:00",
-          "1994-01-06T00:00:00",
-          "1994-02-06T00:00:00",
-          "1994-03-06T00:00:00",
-          "1994-04-06T00:00:00",
-          "1994-05-06T00:00:00",
-          "1994-06-06T00:00:00",
-          "1994-07-06T00:00:00",
-          "1994-08-06T00:00:00",
-          "1994-09-06T00:00:00",
-          "1994-10-06T00:00:00",
-          "1994-11-06T00:00:00",
-          "1994-12-06T00:00:00",
-          "1995-01-06T00:00:00",
-          "1995-02-06T00:00:00",
-          "1995-03-06T00:00:00",
-          "1995-04-06T00:00:00",
-          "1995-05-06T00:00:00",
-          "1995-06-06T00:00:00",
-          "1995-07-06T00:00:00",
-          "1995-08-06T00:00:00",
-          "1995-09-06T00:00:00",
-          "1995-10-06T00:00:00",
-          "1995-11-06T00:00:00",
-          "1995-12-06T00:00:00",
-          "1996-01-06T00:00:00",
-          "1996-02-06T00:00:00",
-          "1996-03-06T00:00:00",
-          "1996-04-06T00:00:00",
-          "1996-05-06T00:00:00",
-          "1996-06-06T00:00:00",
-          "1996-07-06T00:00:00",
-          "1996-08-06T00:00:00",
-          "1996-09-06T00:00:00",
-          "1996-10-06T00:00:00",
-          "1996-11-06T00:00:00",
-          "1996-12-06T00:00:00",
-          "1997-01-06T00:00:00",
-          "1997-02-06T00:00:00",
-          "1997-03-06T00:00:00",
-          "1997-04-06T00:00:00",
-          "1997-05-06T00:00:00",
-          "1997-06-06T00:00:00",
-          "1997-07-06T00:00:00",
-          "1997-08-06T00:00:00",
-          "1997-09-06T00:00:00",
-          "1997-10-06T00:00:00",
-          "1997-11-06T00:00:00",
-          "1997-12-06T00:00:00",
-          "1998-01-06T00:00:00",
-          "1998-02-06T00:00:00",
-          "1998-03-06T00:00:00",
-          "1998-04-06T00:00:00",
-          "1998-05-06T00:00:00",
-          "1998-06-06T00:00:00",
-          "1998-07-06T00:00:00",
-          "1998-08-06T00:00:00",
-          "1998-09-06T00:00:00",
-          "1998-10-06T00:00:00",
-          "1998-11-06T00:00:00",
-          "1998-12-06T00:00:00",
-          "1999-01-06T00:00:00",
-          "1999-02-06T00:00:00",
-          "1999-03-06T00:00:00",
-          "1999-04-06T00:00:00",
-          "1999-05-06T00:00:00",
-          "1999-06-06T00:00:00",
-          "1999-07-06T00:00:00",
-          "1999-08-06T00:00:00",
-          "1999-09-06T00:00:00",
-          "1999-10-06T00:00:00",
-          "1999-11-06T00:00:00",
-          "1999-12-06T00:00:00",
-          "2000-01-06T00:00:00",
-          "2000-02-06T00:00:00",
-          "2000-03-06T00:00:00",
-          "2000-04-06T00:00:00",
-          "2000-05-06T00:00:00",
-          "2000-06-06T00:00:00",
-          "2000-07-06T00:00:00",
-          "2000-08-06T00:00:00",
-          "2000-09-06T00:00:00",
-          "2000-10-06T00:00:00",
-          "2000-11-06T00:00:00",
-          "2000-12-06T00:00:00",
-          "2001-01-06T00:00:00",
-          "2001-02-06T00:00:00",
-          "2001-03-06T00:00:00",
-          "2001-04-06T00:00:00",
-          "2001-05-06T00:00:00",
-          "2001-06-06T00:00:00",
-          "2001-07-06T00:00:00",
-          "2001-08-06T00:00:00",
-          "2001-09-06T00:00:00",
-          "2001-10-06T00:00:00",
-          "2001-11-06T00:00:00",
-          "2001-12-06T00:00:00",
-          "2002-01-06T00:00:00",
-          "2002-02-06T00:00:00",
-          "2002-03-06T00:00:00",
-          "2002-04-06T00:00:00",
-          "2002-05-06T00:00:00",
-          "2002-06-06T00:00:00",
-          "2002-07-06T00:00:00",
-          "2002-08-06T00:00:00",
-          "2002-09-06T00:00:00",
-          "2002-10-06T00:00:00",
-          "2002-11-06T00:00:00",
-          "2002-12-06T00:00:00",
-          "2003-01-06T00:00:00",
-          "2003-02-06T00:00:00",
-          "2003-03-06T00:00:00",
-          "2003-04-06T00:00:00",
-          "2003-05-06T00:00:00",
-          "2003-06-06T00:00:00",
-          "2003-07-06T00:00:00",
-          "2003-08-06T00:00:00",
-          "2003-09-06T00:00:00",
-          "2003-10-06T00:00:00",
-          "2003-11-06T00:00:00",
-          "2003-12-06T00:00:00",
-          "2004-01-06T00:00:00",
-          "2004-02-06T00:00:00",
-          "2004-03-06T00:00:00",
-          "2004-04-06T00:00:00",
-          "2004-05-06T00:00:00",
-          "2004-06-06T00:00:00",
-          "2004-07-06T00:00:00",
-          "2004-08-06T00:00:00",
-          "2004-09-06T00:00:00",
-          "2004-10-06T00:00:00",
-          "2004-11-06T00:00:00",
-          "2004-12-06T00:00:00",
-          "2005-01-06T00:00:00",
-          "2005-02-06T00:00:00",
-          "2005-03-06T00:00:00",
-          "2005-04-06T00:00:00",
-          "2005-05-06T00:00:00",
-          "2005-06-06T00:00:00",
-          "2005-07-06T00:00:00",
-          "2005-08-06T00:00:00",
-          "2005-09-06T00:00:00",
-          "2005-10-06T00:00:00",
-          "2005-11-06T00:00:00",
-          "2005-12-06T00:00:00",
-          "2006-01-06T00:00:00",
-          "2006-02-06T00:00:00",
-          "2006-03-06T00:00:00",
-          "2006-04-06T00:00:00",
-          "2006-05-06T00:00:00",
-          "2006-06-06T00:00:00",
-          "2006-07-06T00:00:00",
-          "2006-08-06T00:00:00",
-          "2006-09-06T00:00:00",
-          "2006-10-06T00:00:00",
-          "2006-11-06T00:00:00",
-          "2006-12-06T00:00:00",
-          "2007-01-06T00:00:00",
-          "2007-02-06T00:00:00",
-          "2007-03-06T00:00:00",
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-          "1983-02-06T00:00:00",
-          "1983-03-06T00:00:00",
-          "1983-04-06T00:00:00",
-          "1983-05-06T00:00:00",
-          "1983-06-06T00:00:00",
-          "1983-07-06T00:00:00",
-          "1983-08-06T00:00:00",
-          "1983-09-06T00:00:00",
-          "1983-10-06T00:00:00",
-          "1983-11-06T00:00:00",
-          "1983-12-06T00:00:00",
-          "1984-01-06T00:00:00",
-          "1984-02-06T00:00:00",
-          "1984-03-06T00:00:00",
-          "1984-04-06T00:00:00",
-          "1984-05-06T00:00:00",
-          "1984-06-06T00:00:00",
-          "1984-07-06T00:00:00",
-          "1984-08-06T00:00:00",
-          "1984-09-06T00:00:00",
-          "1984-10-06T00:00:00",
-          "1984-11-06T00:00:00",
-          "1984-12-06T00:00:00",
-          "1985-01-06T00:00:00",
-          "1985-02-06T00:00:00",
-          "1985-03-06T00:00:00",
-          "1985-04-06T00:00:00",
-          "1985-05-06T00:00:00",
-          "1985-06-06T00:00:00",
-          "1985-07-06T00:00:00",
-          "1985-08-06T00:00:00",
-          "1985-09-06T00:00:00",
-          "1985-10-06T00:00:00",
-          "1985-11-06T00:00:00",
-          "1985-12-06T00:00:00",
-          "1986-01-06T00:00:00",
-          "1986-02-06T00:00:00",
-          "1986-03-06T00:00:00",
-          "1986-04-06T00:00:00",
-          "1986-05-06T00:00:00",
-          "1986-06-06T00:00:00",
-          "1986-07-06T00:00:00",
-          "1986-08-06T00:00:00",
-          "1986-09-06T00:00:00",
-          "1986-10-06T00:00:00",
-          "1986-11-06T00:00:00",
-          "1986-12-06T00:00:00",
-          "1987-01-06T00:00:00",
-          "1987-02-06T00:00:00",
-          "1987-03-06T00:00:00",
-          "1987-04-06T00:00:00",
-          "1987-05-06T00:00:00",
-          "1987-06-06T00:00:00",
-          "1987-07-06T00:00:00",
-          "1987-08-06T00:00:00",
-          "1987-09-06T00:00:00",
-          "1987-10-06T00:00:00",
-          "1987-11-06T00:00:00",
-          "1987-12-06T00:00:00",
-          "1988-01-06T00:00:00",
-          "1988-02-06T00:00:00",
-          "1988-03-06T00:00:00",
-          "1988-04-06T00:00:00",
-          "1988-05-06T00:00:00",
-          "1988-06-06T00:00:00",
-          "1988-07-06T00:00:00",
-          "1988-08-06T00:00:00",
-          "1988-09-06T00:00:00",
-          "1988-10-06T00:00:00",
-          "1988-11-06T00:00:00",
-          "1988-12-06T00:00:00",
-          "1989-01-06T00:00:00",
-          "1989-02-06T00:00:00",
-          "1989-03-06T00:00:00",
-          "1989-04-06T00:00:00",
-          "1989-05-06T00:00:00",
-          "1989-06-06T00:00:00",
-          "1989-07-06T00:00:00",
-          "1989-08-06T00:00:00",
-          "1989-09-06T00:00:00",
-          "1989-10-06T00:00:00",
-          "1989-11-06T00:00:00",
-          "1989-12-06T00:00:00",
-          "1990-01-06T00:00:00",
-          "1990-02-06T00:00:00",
-          "1990-03-06T00:00:00",
-          "1990-04-06T00:00:00",
-          "1990-05-06T00:00:00",
-          "1990-06-06T00:00:00",
-          "1990-07-06T00:00:00",
-          "1990-08-06T00:00:00",
-          "1990-09-06T00:00:00",
-          "1990-10-06T00:00:00",
-          "1990-11-06T00:00:00",
-          "1990-12-06T00:00:00",
-          "1991-01-06T00:00:00",
-          "1991-02-06T00:00:00",
-          "1991-03-06T00:00:00",
-          "1991-04-06T00:00:00",
-          "1991-05-06T00:00:00",
-          "1991-06-06T00:00:00",
-          "1991-07-06T00:00:00",
-          "1991-08-06T00:00:00",
-          "1991-09-06T00:00:00",
-          "1991-10-06T00:00:00",
-          "1991-11-06T00:00:00",
-          "1991-12-06T00:00:00",
-          "1992-01-06T00:00:00",
-          "1992-02-06T00:00:00",
-          "1992-03-06T00:00:00",
-          "1992-04-06T00:00:00",
-          "1992-05-06T00:00:00",
-          "1992-06-06T00:00:00",
-          "1992-07-06T00:00:00",
-          "1992-08-06T00:00:00",
-          "1992-09-06T00:00:00",
-          "1992-10-06T00:00:00",
-          "1992-11-06T00:00:00",
-          "1992-12-06T00:00:00",
-          "1993-01-06T00:00:00",
-          "1993-02-06T00:00:00",
-          "1993-03-06T00:00:00",
-          "1993-04-06T00:00:00",
-          "1993-05-06T00:00:00",
-          "1993-06-06T00:00:00",
-          "1993-07-06T00:00:00",
-          "1993-08-06T00:00:00",
-          "1993-09-06T00:00:00",
-          "1993-10-06T00:00:00",
-          "1993-11-06T00:00:00",
-          "1993-12-06T00:00:00",
-          "1994-01-06T00:00:00",
-          "1994-02-06T00:00:00",
-          "1994-03-06T00:00:00",
-          "1994-04-06T00:00:00",
-          "1994-05-06T00:00:00",
-          "1994-06-06T00:00:00",
-          "1994-07-06T00:00:00",
-          "1994-08-06T00:00:00",
-          "1994-09-06T00:00:00",
-          "1994-10-06T00:00:00",
-          "1994-11-06T00:00:00",
-          "1994-12-06T00:00:00",
-          "1995-01-06T00:00:00",
-          "1995-02-06T00:00:00",
-          "1995-03-06T00:00:00",
-          "1995-04-06T00:00:00",
-          "1995-05-06T00:00:00",
-          "1995-06-06T00:00:00",
-          "1995-07-06T00:00:00",
-          "1995-08-06T00:00:00",
-          "1995-09-06T00:00:00",
-          "1995-10-06T00:00:00",
-          "1995-11-06T00:00:00",
-          "1995-12-06T00:00:00",
-          "1996-01-06T00:00:00",
-          "1996-02-06T00:00:00",
-          "1996-03-06T00:00:00",
-          "1996-04-06T00:00:00",
-          "1996-05-06T00:00:00",
-          "1996-06-06T00:00:00",
-          "1996-07-06T00:00:00",
-          "1996-08-06T00:00:00",
-          "1996-09-06T00:00:00",
-          "1996-10-06T00:00:00",
-          "1996-11-06T00:00:00",
-          "1996-12-06T00:00:00",
-          "1997-01-06T00:00:00",
-          "1997-02-06T00:00:00",
-          "1997-03-06T00:00:00",
-          "1997-04-06T00:00:00",
-          "1997-05-06T00:00:00",
-          "1997-06-06T00:00:00",
-          "1997-07-06T00:00:00",
-          "1997-08-06T00:00:00",
-          "1997-09-06T00:00:00",
-          "1997-10-06T00:00:00",
-          "1997-11-06T00:00:00",
-          "1997-12-06T00:00:00",
-          "1998-01-06T00:00:00",
-          "1998-02-06T00:00:00",
-          "1998-03-06T00:00:00",
-          "1998-04-06T00:00:00",
-          "1998-05-06T00:00:00",
-          "1998-06-06T00:00:00",
-          "1998-07-06T00:00:00",
-          "1998-08-06T00:00:00",
-          "1998-09-06T00:00:00",
-          "1998-10-06T00:00:00",
-          "1998-11-06T00:00:00",
-          "1998-12-06T00:00:00",
-          "1999-01-06T00:00:00",
-          "1999-02-06T00:00:00",
-          "1999-03-06T00:00:00",
-          "1999-04-06T00:00:00",
-          "1999-05-06T00:00:00",
-          "1999-06-06T00:00:00",
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-          "1999-09-06T00:00:00",
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-          "1999-11-06T00:00:00",
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-          "2000-02-06T00:00:00",
-          "2000-03-06T00:00:00",
-          "2000-04-06T00:00:00",
-          "2000-05-06T00:00:00",
-          "2000-06-06T00:00:00",
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-          "2001-01-06T00:00:00",
-          "2001-02-06T00:00:00",
-          "2001-03-06T00:00:00",
-          "2001-04-06T00:00:00",
-          "2001-05-06T00:00:00",
-          "2001-06-06T00:00:00",
-          "2001-07-06T00:00:00",
-          "2001-08-06T00:00:00",
-          "2001-09-06T00:00:00",
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-          "2001-12-06T00:00:00",
-          "2002-01-06T00:00:00",
-          "2002-02-06T00:00:00",
-          "2002-03-06T00:00:00",
-          "2002-04-06T00:00:00",
-          "2002-05-06T00:00:00",
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-          "2002-08-06T00:00:00",
-          "2002-09-06T00:00:00",
-          "2002-10-06T00:00:00",
-          "2002-11-06T00:00:00",
-          "2002-12-06T00:00:00",
-          "2003-01-06T00:00:00",
-          "2003-02-06T00:00:00",
-          "2003-03-06T00:00:00",
-          "2003-04-06T00:00:00",
-          "2003-05-06T00:00:00",
-          "2003-06-06T00:00:00",
-          "2003-07-06T00:00:00",
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-          "2003-12-06T00:00:00",
-          "2004-01-06T00:00:00",
-          "2004-02-06T00:00:00",
-          "2004-03-06T00:00:00",
-          "2004-04-06T00:00:00",
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-          "2004-09-06T00:00:00",
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-          "2005-01-06T00:00:00",
-          "2005-02-06T00:00:00",
-          "2005-03-06T00:00:00",
-          "2005-04-06T00:00:00",
-          "2005-05-06T00:00:00",
-          "2005-06-06T00:00:00",
-          "2005-07-06T00:00:00",
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-          "2005-10-06T00:00:00",
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-          "2005-12-06T00:00:00",
-          "2006-01-06T00:00:00",
-          "2006-02-06T00:00:00",
-          "2006-03-06T00:00:00",
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-          "2006-05-06T00:00:00",
-          "2006-06-06T00:00:00",
-          "2006-07-06T00:00:00",
-          "2006-08-06T00:00:00",
-          "2006-09-06T00:00:00",
-          "2006-10-06T00:00:00",
-          "2006-11-06T00:00:00",
-          "2006-12-06T00:00:00",
-          "2007-01-06T00:00:00",
-          "2007-02-06T00:00:00",
-          "2007-03-06T00:00:00",
-          "2007-04-06T00:00:00",
-          "2007-05-06T00:00:00",
-          "2007-06-06T00:00:00",
-          "2007-07-06T00:00:00",
-          "2007-08-06T00:00:00",
-          "2007-09-06T00:00:00",
-          "2007-10-06T00:00:00",
-          "2007-11-06T00:00:00",
-          "2007-12-06T00:00:00",
-          "2008-01-06T00:00:00",
-          "2008-02-06T00:00:00",
-          "2008-03-06T00:00:00",
-          "2008-04-06T00:00:00",
-          "2008-05-06T00:00:00",
-          "2008-06-06T00:00:00",
-          "2008-07-06T00:00:00",
-          "2008-08-06T00:00:00",
-          "2008-09-06T00:00:00",
-          "2008-10-06T00:00:00",
-          "2008-11-06T00:00:00",
-          "2008-12-06T00:00:00",
-          "2009-01-06T00:00:00",
-          "2009-02-06T00:00:00",
-          "2009-03-06T00:00:00",
-          "2009-04-06T00:00:00",
-          "2009-05-06T00:00:00",
-          "2009-06-06T00:00:00",
-          "2009-07-06T00:00:00",
-          "2009-08-06T00:00:00",
-          "2009-09-06T00:00:00",
-          "2009-10-06T00:00:00",
-          "2009-11-06T00:00:00",
-          "2009-12-06T00:00:00",
-          "2010-01-06T00:00:00",
-          "2010-02-06T00:00:00",
-          "2010-03-06T00:00:00",
-          "2010-04-06T00:00:00",
-          "2010-05-06T00:00:00",
-          "2010-06-06T00:00:00",
-          "2010-07-06T00:00:00",
-          "2010-08-06T00:00:00",
-          "2010-09-06T00:00:00",
-          "2010-10-06T00:00:00",
-          "2010-11-06T00:00:00",
-          "2010-12-06T00:00:00",
-          "2011-01-06T00:00:00",
-          "2011-02-06T00:00:00",
-          "2011-03-06T00:00:00",
-          "2011-04-06T00:00:00",
-          "2011-05-06T00:00:00",
-          "2011-06-06T00:00:00",
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-          "2011-10-06T00:00:00",
-          "2011-11-06T00:00:00",
-          "2011-12-06T00:00:00",
-          "2012-01-06T00:00:00",
-          "2012-02-06T00:00:00",
-          "2012-03-06T00:00:00",
-          "2012-04-06T00:00:00",
-          "2012-05-06T00:00:00",
-          "2012-06-06T00:00:00",
-          "2012-07-06T00:00:00",
-          "2012-08-06T00:00:00",
-          "2012-09-06T00:00:00",
-          "2012-10-06T00:00:00",
-          "2012-11-06T00:00:00",
-          "2012-12-06T00:00:00",
-          "2013-01-06T00:00:00",
-          "2013-02-06T00:00:00",
-          "2013-03-06T00:00:00",
-          "2013-04-06T00:00:00",
-          "2013-05-06T00:00:00",
-          "2013-06-06T00:00:00",
-          "2013-07-06T00:00:00",
-          "2013-08-06T00:00:00",
-          "2013-09-06T00:00:00",
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-          "2013-11-06T00:00:00",
-          "2013-12-06T00:00:00",
-          "2014-01-06T00:00:00",
-          "2014-02-06T00:00:00",
-          "2014-03-06T00:00:00",
-          "2014-04-06T00:00:00",
-          "2014-05-06T00:00:00",
-          "2014-06-06T00:00:00",
-          "2014-07-06T00:00:00",
-          "2014-08-06T00:00:00",
-          "2014-09-06T00:00:00",
-          "2014-10-06T00:00:00",
-          "2014-11-06T00:00:00",
-          "2014-12-06T00:00:00",
-          "2015-01-06T00:00:00",
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-          "2016-10-06T00:00:00",
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-          "1968-11-06T00:00:00",
-          "1968-12-06T00:00:00",
-          "1969-01-06T00:00:00",
-          "1969-02-06T00:00:00",
-          "1969-03-06T00:00:00",
-          "1969-04-06T00:00:00",
-          "1969-05-06T00:00:00",
-          "1969-06-06T00:00:00",
-          "1969-07-06T00:00:00",
-          "1969-08-06T00:00:00",
-          "1969-09-06T00:00:00",
-          "1969-10-06T00:00:00",
-          "1969-11-06T00:00:00",
-          "1969-12-06T00:00:00",
-          "1970-01-06T00:00:00",
-          "1970-02-06T00:00:00",
-          "1970-03-06T00:00:00",
-          "1970-04-06T00:00:00",
-          "1970-05-06T00:00:00",
-          "1970-06-06T00:00:00",
-          "1970-07-06T00:00:00",
-          "1970-08-06T00:00:00",
-          "1970-09-06T00:00:00",
-          "1970-10-06T00:00:00",
-          "1970-11-06T00:00:00",
-          "1970-12-06T00:00:00",
-          "1971-01-06T00:00:00",
-          "1971-02-06T00:00:00",
-          "1971-03-06T00:00:00",
-          "1971-04-06T00:00:00",
-          "1971-05-06T00:00:00",
-          "1971-06-06T00:00:00",
-          "1971-07-06T00:00:00",
-          "1971-08-06T00:00:00",
-          "1971-09-06T00:00:00",
-          "1971-10-06T00:00:00",
-          "1971-11-06T00:00:00",
-          "1971-12-06T00:00:00",
-          "1972-01-06T00:00:00",
-          "1972-02-06T00:00:00",
-          "1972-03-06T00:00:00",
-          "1972-04-06T00:00:00",
-          "1972-05-06T00:00:00",
-          "1972-06-06T00:00:00",
-          "1972-07-06T00:00:00",
-          "1972-08-06T00:00:00",
-          "1972-09-06T00:00:00",
-          "1972-10-06T00:00:00",
-          "1972-11-06T00:00:00",
-          "1972-12-06T00:00:00",
-          "1973-01-06T00:00:00",
-          "1973-02-06T00:00:00",
-          "1973-03-06T00:00:00",
-          "1973-04-06T00:00:00",
-          "1973-05-06T00:00:00",
-          "1973-06-06T00:00:00",
-          "1973-07-06T00:00:00",
-          "1973-08-06T00:00:00",
-          "1973-09-06T00:00:00",
-          "1973-10-06T00:00:00",
-          "1973-11-06T00:00:00",
-          "1973-12-06T00:00:00",
-          "1974-01-06T00:00:00",
-          "1974-02-06T00:00:00",
-          "1974-03-06T00:00:00",
-          "1974-04-06T00:00:00",
-          "1974-05-06T00:00:00",
-          "1974-06-06T00:00:00",
-          "1974-07-06T00:00:00",
-          "1974-08-06T00:00:00",
-          "1974-09-06T00:00:00",
-          "1974-10-06T00:00:00",
-          "1974-11-06T00:00:00",
-          "1974-12-06T00:00:00",
-          "1975-01-06T00:00:00",
-          "1975-02-06T00:00:00",
-          "1975-03-06T00:00:00",
-          "1975-04-06T00:00:00",
-          "1975-05-06T00:00:00",
-          "1975-06-06T00:00:00",
-          "1975-07-06T00:00:00",
-          "1975-08-06T00:00:00",
-          "1975-09-06T00:00:00",
-          "1975-10-06T00:00:00",
-          "1975-11-06T00:00:00",
-          "1975-12-06T00:00:00",
-          "1976-01-06T00:00:00",
-          "1976-02-06T00:00:00",
-          "1976-03-06T00:00:00",
-          "1976-04-06T00:00:00",
-          "1976-05-06T00:00:00",
-          "1976-06-06T00:00:00",
-          "1976-07-06T00:00:00",
-          "1976-08-06T00:00:00",
-          "1976-09-06T00:00:00",
-          "1976-10-06T00:00:00",
-          "1976-11-06T00:00:00",
-          "1976-12-06T00:00:00",
-          "1977-01-06T00:00:00",
-          "1977-02-06T00:00:00",
-          "1977-03-06T00:00:00",
-          "1977-04-06T00:00:00",
-          "1977-05-06T00:00:00",
-          "1977-06-06T00:00:00",
-          "1977-07-06T00:00:00",
-          "1977-08-06T00:00:00",
-          "1977-09-06T00:00:00",
-          "1977-10-06T00:00:00",
-          "1977-11-06T00:00:00",
-          "1977-12-06T00:00:00",
-          "1978-01-06T00:00:00",
-          "1978-02-06T00:00:00",
-          "1978-03-06T00:00:00",
-          "1978-04-06T00:00:00",
-          "1978-05-06T00:00:00",
-          "1978-06-06T00:00:00",
-          "1978-07-06T00:00:00",
-          "1978-08-06T00:00:00",
-          "1978-09-06T00:00:00",
-          "1978-10-06T00:00:00",
-          "1978-11-06T00:00:00",
-          "1978-12-06T00:00:00",
-          "1979-01-06T00:00:00",
-          "1979-02-06T00:00:00",
-          "1979-03-06T00:00:00",
-          "1979-04-06T00:00:00",
-          "1979-05-06T00:00:00",
-          "1979-06-06T00:00:00",
-          "1979-07-06T00:00:00",
-          "1979-08-06T00:00:00",
-          "1979-09-06T00:00:00",
-          "1979-10-06T00:00:00",
-          "1979-11-06T00:00:00",
-          "1979-12-06T00:00:00",
-          "1980-01-06T00:00:00",
-          "1980-02-06T00:00:00",
-          "1980-03-06T00:00:00",
-          "1980-04-06T00:00:00",
-          "1980-05-06T00:00:00",
-          "1980-06-06T00:00:00",
-          "1980-07-06T00:00:00",
-          "1980-08-06T00:00:00",
-          "1980-09-06T00:00:00",
-          "1980-10-06T00:00:00",
-          "1980-11-06T00:00:00",
-          "1980-12-06T00:00:00",
-          "1981-01-06T00:00:00",
-          "1981-02-06T00:00:00",
-          "1981-03-06T00:00:00",
-          "1981-04-06T00:00:00",
-          "1981-05-06T00:00:00",
-          "1981-06-06T00:00:00",
-          "1981-07-06T00:00:00",
-          "1981-08-06T00:00:00",
-          "1981-09-06T00:00:00",
-          "1981-10-06T00:00:00",
-          "1981-11-06T00:00:00",
-          "1981-12-06T00:00:00",
-          "1982-01-06T00:00:00",
-          "1982-02-06T00:00:00",
-          "1982-03-06T00:00:00",
-          "1982-04-06T00:00:00",
-          "1982-05-06T00:00:00",
-          "1982-06-06T00:00:00",
-          "1982-07-06T00:00:00",
-          "1982-08-06T00:00:00",
-          "1982-09-06T00:00:00",
-          "1982-10-06T00:00:00",
-          "1982-11-06T00:00:00",
-          "1982-12-06T00:00:00",
-          "1983-01-06T00:00:00",
-          "1983-02-06T00:00:00",
-          "1983-03-06T00:00:00",
-          "1983-04-06T00:00:00",
-          "1983-05-06T00:00:00",
-          "1983-06-06T00:00:00",
-          "1983-07-06T00:00:00",
-          "1983-08-06T00:00:00",
-          "1983-09-06T00:00:00",
-          "1983-10-06T00:00:00",
-          "1983-11-06T00:00:00",
-          "1983-12-06T00:00:00",
-          "1984-01-06T00:00:00",
-          "1984-02-06T00:00:00",
-          "1984-03-06T00:00:00",
-          "1984-04-06T00:00:00",
-          "1984-05-06T00:00:00",
-          "1984-06-06T00:00:00",
-          "1984-07-06T00:00:00",
-          "1984-08-06T00:00:00",
-          "1984-09-06T00:00:00",
-          "1984-10-06T00:00:00",
-          "1984-11-06T00:00:00",
-          "1984-12-06T00:00:00",
-          "1985-01-06T00:00:00",
-          "1985-02-06T00:00:00",
-          "1985-03-06T00:00:00",
-          "1985-04-06T00:00:00",
-          "1985-05-06T00:00:00",
-          "1985-06-06T00:00:00",
-          "1985-07-06T00:00:00",
-          "1985-08-06T00:00:00",
-          "1985-09-06T00:00:00",
-          "1985-10-06T00:00:00",
-          "1985-11-06T00:00:00",
-          "1985-12-06T00:00:00",
-          "1986-01-06T00:00:00",
-          "1986-02-06T00:00:00",
-          "1986-03-06T00:00:00",
-          "1986-04-06T00:00:00",
-          "1986-05-06T00:00:00",
-          "1986-06-06T00:00:00",
-          "1986-07-06T00:00:00",
-          "1986-08-06T00:00:00",
-          "1986-09-06T00:00:00",
-          "1986-10-06T00:00:00",
-          "1986-11-06T00:00:00",
-          "1986-12-06T00:00:00",
-          "1987-01-06T00:00:00",
-          "1987-02-06T00:00:00",
-          "1987-03-06T00:00:00",
-          "1987-04-06T00:00:00",
-          "1987-05-06T00:00:00",
-          "1987-06-06T00:00:00",
-          "1987-07-06T00:00:00",
-          "1987-08-06T00:00:00",
-          "1987-09-06T00:00:00",
-          "1987-10-06T00:00:00",
-          "1987-11-06T00:00:00",
-          "1987-12-06T00:00:00",
-          "1988-01-06T00:00:00",
-          "1988-02-06T00:00:00",
-          "1988-03-06T00:00:00",
-          "1988-04-06T00:00:00",
-          "1988-05-06T00:00:00",
-          "1988-06-06T00:00:00",
-          "1988-07-06T00:00:00",
-          "1988-08-06T00:00:00",
-          "1988-09-06T00:00:00",
-          "1988-10-06T00:00:00",
-          "1988-11-06T00:00:00",
-          "1988-12-06T00:00:00",
-          "1989-01-06T00:00:00",
-          "1989-02-06T00:00:00",
-          "1989-03-06T00:00:00",
-          "1989-04-06T00:00:00",
-          "1989-05-06T00:00:00",
-          "1989-06-06T00:00:00",
-          "1989-07-06T00:00:00",
-          "1989-08-06T00:00:00",
-          "1989-09-06T00:00:00",
-          "1989-10-06T00:00:00",
-          "1989-11-06T00:00:00",
-          "1989-12-06T00:00:00",
-          "1990-01-06T00:00:00",
-          "1990-02-06T00:00:00",
-          "1990-03-06T00:00:00",
-          "1990-04-06T00:00:00",
-          "1990-05-06T00:00:00",
-          "1990-06-06T00:00:00",
-          "1990-07-06T00:00:00",
-          "1990-08-06T00:00:00",
-          "1990-09-06T00:00:00",
-          "1990-10-06T00:00:00",
-          "1990-11-06T00:00:00",
-          "1990-12-06T00:00:00",
-          "1991-01-06T00:00:00",
-          "1991-02-06T00:00:00",
-          "1991-03-06T00:00:00",
-          "1991-04-06T00:00:00",
-          "1991-05-06T00:00:00",
-          "1991-06-06T00:00:00",
-          "1991-07-06T00:00:00",
-          "1991-08-06T00:00:00",
-          "1991-09-06T00:00:00",
-          "1991-10-06T00:00:00",
-          "1991-11-06T00:00:00",
-          "1991-12-06T00:00:00",
-          "1992-01-06T00:00:00",
-          "1992-02-06T00:00:00",
-          "1992-03-06T00:00:00",
-          "1992-04-06T00:00:00",
-          "1992-05-06T00:00:00",
-          "1992-06-06T00:00:00",
-          "1992-07-06T00:00:00",
-          "1992-08-06T00:00:00",
-          "1992-09-06T00:00:00",
-          "1992-10-06T00:00:00",
-          "1992-11-06T00:00:00",
-          "1992-12-06T00:00:00",
-          "1993-01-06T00:00:00",
-          "1993-02-06T00:00:00",
-          "1993-03-06T00:00:00",
-          "1993-04-06T00:00:00",
-          "1993-05-06T00:00:00",
-          "1993-06-06T00:00:00",
-          "1993-07-06T00:00:00",
-          "1993-08-06T00:00:00",
-          "1993-09-06T00:00:00",
-          "1993-10-06T00:00:00",
-          "1993-11-06T00:00:00",
-          "1993-12-06T00:00:00",
-          "1994-01-06T00:00:00",
-          "1994-02-06T00:00:00",
-          "1994-03-06T00:00:00",
-          "1994-04-06T00:00:00",
-          "1994-05-06T00:00:00",
-          "1994-06-06T00:00:00",
-          "1994-07-06T00:00:00",
-          "1994-08-06T00:00:00",
-          "1994-09-06T00:00:00",
-          "1994-10-06T00:00:00",
-          "1994-11-06T00:00:00",
-          "1994-12-06T00:00:00",
-          "1995-01-06T00:00:00",
-          "1995-02-06T00:00:00",
-          "1995-03-06T00:00:00",
-          "1995-04-06T00:00:00",
-          "1995-05-06T00:00:00",
-          "1995-06-06T00:00:00",
-          "1995-07-06T00:00:00",
-          "1995-08-06T00:00:00",
-          "1995-09-06T00:00:00",
-          "1995-10-06T00:00:00",
-          "1995-11-06T00:00:00",
-          "1995-12-06T00:00:00",
-          "1996-01-06T00:00:00",
-          "1996-02-06T00:00:00",
-          "1996-03-06T00:00:00",
-          "1996-04-06T00:00:00",
-          "1996-05-06T00:00:00",
-          "1996-06-06T00:00:00",
-          "1996-07-06T00:00:00",
-          "1996-08-06T00:00:00",
-          "1996-09-06T00:00:00",
-          "1996-10-06T00:00:00",
-          "1996-11-06T00:00:00",
-          "1996-12-06T00:00:00",
-          "1997-01-06T00:00:00",
-          "1997-02-06T00:00:00",
-          "1997-03-06T00:00:00",
-          "1997-04-06T00:00:00",
-          "1997-05-06T00:00:00",
-          "1997-06-06T00:00:00",
-          "1997-07-06T00:00:00",
-          "1997-08-06T00:00:00",
-          "1997-09-06T00:00:00",
-          "1997-10-06T00:00:00",
-          "1997-11-06T00:00:00",
-          "1997-12-06T00:00:00",
-          "1998-01-06T00:00:00",
-          "1998-02-06T00:00:00",
-          "1998-03-06T00:00:00",
-          "1998-04-06T00:00:00",
-          "1998-05-06T00:00:00",
-          "1998-06-06T00:00:00",
-          "1998-07-06T00:00:00",
-          "1998-08-06T00:00:00",
-          "1998-09-06T00:00:00",
-          "1998-10-06T00:00:00",
-          "1998-11-06T00:00:00",
-          "1998-12-06T00:00:00",
-          "1999-01-06T00:00:00",
-          "1999-02-06T00:00:00",
-          "1999-03-06T00:00:00",
-          "1999-04-06T00:00:00",
-          "1999-05-06T00:00:00",
-          "1999-06-06T00:00:00",
-          "1999-07-06T00:00:00",
-          "1999-08-06T00:00:00",
-          "1999-09-06T00:00:00",
-          "1999-10-06T00:00:00",
-          "1999-11-06T00:00:00",
-          "1999-12-06T00:00:00",
-          "2000-01-06T00:00:00",
-          "2000-02-06T00:00:00",
-          "2000-03-06T00:00:00",
-          "2000-04-06T00:00:00",
-          "2000-05-06T00:00:00",
-          "2000-06-06T00:00:00",
-          "2000-07-06T00:00:00",
-          "2000-08-06T00:00:00",
-          "2000-09-06T00:00:00",
-          "2000-10-06T00:00:00",
-          "2000-11-06T00:00:00",
-          "2000-12-06T00:00:00",
-          "2001-01-06T00:00:00",
-          "2001-02-06T00:00:00",
-          "2001-03-06T00:00:00",
-          "2001-04-06T00:00:00",
-          "2001-05-06T00:00:00",
-          "2001-06-06T00:00:00",
-          "2001-07-06T00:00:00",
-          "2001-08-06T00:00:00",
-          "2001-09-06T00:00:00",
-          "2001-10-06T00:00:00",
-          "2001-11-06T00:00:00",
-          "2001-12-06T00:00:00",
-          "2002-01-06T00:00:00",
-          "2002-02-06T00:00:00",
-          "2002-03-06T00:00:00",
-          "2002-04-06T00:00:00",
-          "2002-05-06T00:00:00",
-          "2002-06-06T00:00:00",
-          "2002-07-06T00:00:00",
-          "2002-08-06T00:00:00",
-          "2002-09-06T00:00:00",
-          "2002-10-06T00:00:00",
-          "2002-11-06T00:00:00",
-          "2002-12-06T00:00:00",
-          "2003-01-06T00:00:00",
-          "2003-02-06T00:00:00",
-          "2003-03-06T00:00:00",
-          "2003-04-06T00:00:00",
-          "2003-05-06T00:00:00",
-          "2003-06-06T00:00:00",
-          "2003-07-06T00:00:00",
-          "2003-08-06T00:00:00",
-          "2003-09-06T00:00:00",
-          "2003-10-06T00:00:00",
-          "2003-11-06T00:00:00",
-          "2003-12-06T00:00:00",
-          "2004-01-06T00:00:00",
-          "2004-02-06T00:00:00",
-          "2004-03-06T00:00:00",
-          "2004-04-06T00:00:00",
-          "2004-05-06T00:00:00",
-          "2004-06-06T00:00:00",
-          "2004-07-06T00:00:00",
-          "2004-08-06T00:00:00",
-          "2004-09-06T00:00:00",
-          "2004-10-06T00:00:00",
-          "2004-11-06T00:00:00",
-          "2004-12-06T00:00:00",
-          "2005-01-06T00:00:00",
-          "2005-02-06T00:00:00",
-          "2005-03-06T00:00:00",
-          "2005-04-06T00:00:00",
-          "2005-05-06T00:00:00",
-          "2005-06-06T00:00:00",
-          "2005-07-06T00:00:00",
-          "2005-08-06T00:00:00",
-          "2005-09-06T00:00:00",
-          "2005-10-06T00:00:00",
-          "2005-11-06T00:00:00",
-          "2005-12-06T00:00:00",
-          "2006-01-06T00:00:00",
-          "2006-02-06T00:00:00",
-          "2006-03-06T00:00:00",
-          "2006-04-06T00:00:00",
-          "2006-05-06T00:00:00",
-          "2006-06-06T00:00:00",
-          "2006-07-06T00:00:00",
-          "2006-08-06T00:00:00",
-          "2006-09-06T00:00:00",
-          "2006-10-06T00:00:00",
-          "2006-11-06T00:00:00",
-          "2006-12-06T00:00:00",
-          "2007-01-06T00:00:00",
-          "2007-02-06T00:00:00",
-          "2007-03-06T00:00:00",
-          "2007-04-06T00:00:00",
-          "2007-05-06T00:00:00",
-          "2007-06-06T00:00:00",
-          "2007-07-06T00:00:00",
-          "2007-08-06T00:00:00",
-          "2007-09-06T00:00:00",
-          "2007-10-06T00:00:00",
-          "2007-11-06T00:00:00",
-          "2007-12-06T00:00:00",
-          "2008-01-06T00:00:00",
-          "2008-02-06T00:00:00",
-          "2008-03-06T00:00:00",
-          "2008-04-06T00:00:00",
-          "2008-05-06T00:00:00",
-          "2008-06-06T00:00:00",
-          "2008-07-06T00:00:00",
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-    {
-     "data": {
-      "text/markdown": [
-       "## Boxplots over time intervals<a id='44d25513-d172-4b23-8e9f-524bff21e596'>"
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-       "<IPython.core.display.Markdown object>"
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-      "text/markdown": [
-       "---\n",
-       "### Mean GISTEMP"
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-      "text/plain": [
-       "<Figure size 2000x700 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "---\n",
-       "### Mean GCAG"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 2000x700 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Seasonal decomposition<a id='ab8f8aaa-d384-4fe6-bbc0-92e7a0c85e26'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "Period could not be inferred, please set the period parameter to a suitable value. Decomposition will not be plotted."
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Stationarity tests<a id='2b6c6e7c-f951-4f56-a930-56686b73975f'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "---\n",
-       "### Mean GISTEMP"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "<style type=\"text/css\">\n",
-       "</style>\n",
-       "<table id=\"T_48c43\">\n",
-       "  <thead>\n",
-       "    <tr>\n",
-       "      <th class=\"blank level0\" >&nbsp;</th>\n",
-       "      <th id=\"T_48c43_level0_col0\" class=\"col_heading level0 col0\" >KPSS Test (constant)</th>\n",
-       "      <th id=\"T_48c43_level0_col1\" class=\"col_heading level0 col1\" >KPSS Test (trend)</th>\n",
-       "      <th id=\"T_48c43_level0_col2\" class=\"col_heading level0 col2\" >Augmented Dickey-Fuller</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th id=\"T_48c43_level0_row0\" class=\"row_heading level0 row0\" >Test statistic</th>\n",
-       "      <td id=\"T_48c43_row0_col0\" class=\"data row0 col0\" >4.97</td>\n",
-       "      <td id=\"T_48c43_row0_col1\" class=\"data row0 col1\" >0.85</td>\n",
-       "      <td id=\"T_48c43_row0_col2\" class=\"data row0 col2\" >-0.36</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th id=\"T_48c43_level0_row1\" class=\"row_heading level0 row1\" >P-value</th>\n",
-       "      <td id=\"T_48c43_row1_col0\" class=\"data row1 col0\" ><0.01</td>\n",
-       "      <td id=\"T_48c43_row1_col1\" class=\"data row1 col1\" ><0.01</td>\n",
-       "      <td id=\"T_48c43_row1_col2\" class=\"data row1 col2\" >0.92</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n"
-      ],
-      "text/plain": [
-       "<pandas.io.formats.style.Styler at 0x7fb8ab6e45d0>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "---\n",
-       "### Mean GCAG"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "<style type=\"text/css\">\n",
-       "</style>\n",
-       "<table id=\"T_46639\">\n",
-       "  <thead>\n",
-       "    <tr>\n",
-       "      <th class=\"blank level0\" >&nbsp;</th>\n",
-       "      <th id=\"T_46639_level0_col0\" class=\"col_heading level0 col0\" >KPSS Test (constant)</th>\n",
-       "      <th id=\"T_46639_level0_col1\" class=\"col_heading level0 col1\" >KPSS Test (trend)</th>\n",
-       "      <th id=\"T_46639_level0_col2\" class=\"col_heading level0 col2\" >Augmented Dickey-Fuller</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th id=\"T_46639_level0_row0\" class=\"row_heading level0 row0\" >Test statistic</th>\n",
-       "      <td id=\"T_46639_row0_col0\" class=\"data row0 col0\" >4.91</td>\n",
-       "      <td id=\"T_46639_row0_col1\" class=\"data row0 col1\" >0.79</td>\n",
-       "      <td id=\"T_46639_row0_col2\" class=\"data row0 col2\" >-0.50</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th id=\"T_46639_level0_row1\" class=\"row_heading level0 row1\" >P-value</th>\n",
-       "      <td id=\"T_46639_row1_col0\" class=\"data row1 col0\" ><0.01</td>\n",
-       "      <td id=\"T_46639_row1_col1\" class=\"data row1 col1\" ><0.01</td>\n",
-       "      <td id=\"T_46639_row1_col2\" class=\"data row1 col2\" >0.89</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n"
-      ],
-      "text/plain": [
-       "<pandas.io.formats.style.Styler at 0x7fb8a81d5590>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Autocorrelation<a id='e240c6de-7cd7-4f95-a9df-900ed3ff0338'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "---\n",
-       "### Mean GISTEMP"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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s2DjiiCPytm/ZsiVmzpwZ48aNi5KSkli5cmVcffXVMWDAgBg9enSTPRcAAAC0VEkO9U36/m352aslNcS8NWpRv7kLLrgg3n777ZgxY0aUlpbGqaeeGgsWLMgtJrF69eooKMhvDlyxYkX8/ve/j9/+9rd7XK+wsDBeeumluOeee2Ljxo3Rp0+fOOecc+KGG24w5xwAAADsp6SDmiTv35afnYbV4v6Xmzp1akydOrXWfYsWLdpj2/HHH1/nGO2OHTvGE0880ZDlAQAAAEC9tZg56QAAAACgtRLSAQAAAEDChHQAAAAAkDAhHQAAAAAkTEgHAAAAAAkT0gEAAABAwoR0AAAAAJAwIR0AAAAAJExIBwAAAAAJE9IBAAAAQMKEdAAAAACQMCEdAAAAACRMSAcAAAAACRPSAQAAAEDChHQAAAAAkDAhHQAAAAAkTEgHAAAAAAkT0gEAAABAwoR0AAAAAJAwIR0AAAAAJExIBwAAAAAJE9IBAAAAQMKEdAAAAACQMCEdAAAAACRMSAcAAAAACRPSAQAAAEDChHQAAAAAkDAhHQAAAAAkTEgHAAAAAAkT0gEAAABAwoR0AAAAAJAwIR0AAAAAJExIBwAAAAAJE9IBAAAAQMKEdAAAAACQMCEdAAAAACRMSAcAAAAACRPSAQAAAEDChHQAAAAAkDAhHQAAAAAkTEgHAAAAAAkT0gEAAABAwoR0AAAAAJAwIR0AAAAAJExIBwAAAAAJE9IBAAAAQMJaXEg3d+7c6NevX3To0CGGDx8ezz33XJ3H3n333ZFKpfJ+OnTokHdMNpuNGTNmRO/evaNjx44xatSo+Nvf/tbYjwEAAAAAOS0qpHvooYdi2rRpcd1118ULL7wQp5xySowePTrWr19f5zmdO3eOtWvX5n7++c9/5u2/+eabY86cOTFv3rxYsmRJHHLIITF69OjYvn17Yz8OAAAAAERECwvpbrvttpg8eXJMmjQpBg0aFPPmzYtOnTrFXXfdVec5qVQqSkpKcj+9evXK7ctmszF79uz4xje+EZ/4xCdi8ODBce+998Zbb70V8+fPb4InAgAAAIAWFNJVVFTE0qVLY9SoUbltBQUFMWrUqFi8eHGd523ZsiWOPvro6Nu3b3ziE5+IV155Jbdv1apVUVpamnfNLl26xPDhw/d6zfLy8igrK8v7AQAAAIAD1WJCunfeeSfS6XReJ1xERK9evaK0tLTWc44//vi466674pe//GX89Kc/jUwmE6effnq88cYbERG58+pzzYiIWbNmRZcuXXI/ffv2PZhHAwAAAKCNazEh3YEYMWJETJgwIU499dT4yEc+Er/4xS+iR48e8cMf/vCgrjt9+vTYtGlT7mfNmjUNVDEAAAAAbVGLCem6d+8ehYWFsW7durzt69ati5KSkv26Rvv27eO0006L119/PSIid159r1lcXBydO3fO+wEAAACAA9ViQrqioqIYMmRILFy4MLctk8nEwoULY8SIEft1jXQ6HX/961+jd+/eERHRv3//KCkpybtmWVlZLFmyZL+vCQAAAAAHq13SBdTHtGnTYuLEiTF06NAYNmxYzJ49O7Zu3RqTJk2KiIgJEybEkUceGbNmzYqIiOuvvz4++MEPxoABA2Ljxo1xyy23xD//+c/44he/GBE7Vn694oor4tvf/nYcd9xx0b9///jmN78Zffr0ibFjxyb1mAAAAAC0MS0qpLvgggvi7bffjhkzZkRpaWmceuqpsWDBgtzCD6tXr46Cgl3Ngf/6179i8uTJUVpaGocffngMGTIk/vjHP8agQYNyx1x99dWxdevWmDJlSmzcuDHOOOOMWLBgQXTo0KHJnw8AAACAtqlFhXQREVOnTo2pU6fWum/RokV577///e/H97///b1eL5VKxfXXXx/XX399Q5UIAAAAAPXSYuakAwAAAIDWSkgHAAAAAAkT0gEAAABAwoR0AAAAAJAwIR0AAAAAJExIBwAAAAAJE9IBAAAAQMKEdAAAAACQMCEdAAAAACRMSAcAAAAACRPSAQAAAEDChHQAAAAAkDAhHQAAAAAkTEgHAAAAAAkT0gEAAABAwoR0AAAAAJAwIR0AAAAAJExIBwAAAAAJE9IBAAAAQMKEdAAAAACQMCEdAAAAACRMSAcAAAAACRPSAQAAAEDChHQAAAAAkDAhHQAAAAAkTEgHAAAAAAkT0gEAAABAwoR0AAAAAJAwIR0AAAAAJExIBwAAAAAJE9IBAAAAQMKEdAAAAACQMCEdAAAAACRMSAcAAAAACRPSAQAAAEDC2iVdAAAAAADNSzabjWw2IhsRmdzrnX/WeL2lvDJ3zqZtlVFemYnszvMzO4+LbORe566Zye68T0T3w4qiU5GIym8AAAAAIAGZTDYyO8Os6iBsx/udAVeNffn7d5ybzUZsLa/KXW/l21ujQ7uCnSHZjlAsk6k9XMtks7njIqrvt+ue+2t7ZTr3+rXSzdGhfWG9fw+HdmgXnYrqfVqrI6QDAAAA2qR0LiTbLQDLZiOb2b/AbGv5rpDqb+u3RHG7gl0h2O7XrBGw1ScI25uaIdk7m8sPKCSjeRDSAQAAAIloiE6yTDYbWyt2dZP9bd2WKGpXUGdIls7suldDqBmSbdhSISTjgAnpAAAAoA2rDsKqu8r2FZRlMvvXTZapEYalc8fXCNgiGico2yooo2US0gEAAEAzsNeusr0MvUzXMjfZ6+u3RHG7wrz9dZ3fEEGZbjI4eEI6AAAA2M3ugVne68yeQzDTmWxeSLbqna1R3K6w1uGa6UzjhGU1g7J3BWXQ4gjpAAAAaPZ2n+C/ZtBVM1CrGZS9seG9KG5fUOt8ZDU71dKZhgnMaoZk68tM4A/Uj5AOAACAesvWCLdqdppt3l6ZO+adzRXRoX3VjvnOdnag1TY/Wc250NK7d7DVcxXMmkHZmxvfE5QBLYaQDgAAoBVJZ7JRmc7k3m8tr4qqTDayOzvIqgOy6jnOas5Xlq6l2yyTyd9XHarV1WlWMyRb+fYWIRnAfhLSAQAANLK6us52hF35wy3TtQzhzB1XywICu18jIj8oe/nNMkEZQAsgpAMAANqs3Ydb1ic82z10q+4uS2eysa1i17xoz63aEMXthGQA7F2LC+nmzp0bt9xyS5SWlsYpp5wSP/jBD2LYsGG1HvvjH/847r333nj55ZcjImLIkCHx3e9+N+/4iy66KO65556880aPHh0LFixovIcAAAD2KReG7T5X2V6GbdYM2WoGZa++VRZF7Qryg7V6znVWH9srdw03PdgVOwFoG1pUSPfQQw/FtGnTYt68eTF8+PCYPXt2jB49OlasWBE9e/bc4/hFixbFf/zHf8Tpp58eHTp0iJtuuinOOeeceOWVV+LII4/MHTdmzJj4yU9+kntfXFzcJM8DAAAtVc0ALW/OssyuRQG2bt9zlc29dZ/t2cl2cDXWHPK5eXuVIZ8ANGstKqS77bbbYvLkyTFp0qSIiJg3b148/vjjcdddd8W11167x/H33Xdf3vv//u//jp///OexcOHCmDBhQm57cXFxlJSUNG7xAADQRKqHaZZX1QypKqOyqmb3WTZvxc19Dd/cfUGB/QnQrLIJAPuvxYR0FRUVsXTp0pg+fXpuW0FBQYwaNSoWL168X9fYtm1bVFZWRrdu3fK2L1q0KHr27BmHH354nHXWWfHtb387jjjiiDqvU15eHuXl5bn3ZWVl9XwaAADastqGcdbsQqu5SEBdQVnNzrOa4VrNDrSaIdmrb20WkgFAM9ZiQrp33nkn0ul09OrVK297r1694rXXXtuva1xzzTXRp0+fGDVqVG7bmDFj4lOf+lT0798/Vq5cGV//+tfj3HPPjcWLF0dhYe3/EjNr1qyYOXPmgT8MAADNWm2LCaQzO4Z11uxEq7mQQF0hWs150Zb+81/RvrDAHGUAwB5aTEh3sG688cZ48MEHY9GiRdGhQ4fc9vHjx+den3zyyTF48OA49thjY9GiRTFy5MharzV9+vSYNm1a7n1ZWVn07du38YoHAGAP1UM6d+9Gqw7MqjvLttSYF+0f72yLonYFew/eGngxgZrdbFXpbLQraLhrAwCtR4sJ6bp37x6FhYWxbt26vO3r1q3b53xy3/ve9+LGG2+Mp556KgYPHrzXY4855pjo3r17vP7663WGdMXFxRaXAADYT+lMNiqqdq10WXNutLo61fa2PZutX5BWMyRbV7bdkE8AoFlqMSFdUVFRDBkyJBYuXBhjx46NiIhMJhMLFy6MqVOn1nnezTffHN/5znfiiSeeiKFDh+7zPm+88Ua8++670bt374YqHQCg2dtXV1r1Cp57LjKQP7SztiGfEeZGAwDYlxYT0kVETJs2LSZOnBhDhw6NYcOGxezZs2Pr1q251V4nTJgQRx55ZMyaNSsiIm666aaYMWNG3H///dGvX78oLS2NiIhDDz00Dj300NiyZUvMnDkzxo0bFyUlJbFy5cq4+uqrY8CAATF69OjEnhMAYG/SmeweoVhdYVr1tq3lu4Z8vvpWWbQvLNhjaCgAAMlpUSHdBRdcEG+//XbMmDEjSktL49RTT40FCxbkFpNYvXp1FBTsmuTjv/7rv6KioiI+/elP513nuuuui29961tRWFgYL730Utxzzz2xcePG6NOnT5xzzjlxww03GM4KADSImoFazaDs3S0VsaVd1a6hnbsN89w9iKvuWMtkswe06EDNTrbN26t0sgEANDMtKqSLiJg6dWqdw1sXLVqU9/4f//jHXq/VsWPHeOKJJxqoMgCgNagZjlVVv67RrVZVR3hWlcnUGrTVDNRqBmWvr98iKAMAIKfFhXQAADVVz6VWVSNYyw3zzOxanCCdycaWGp1sy9eWRVFh4c79mYPqUgMAgINV75Bu69atceONN8bChQtj/fr1kclk8vb//e9/b7DiAIDWrbqzbG/BWl3bMtlsVKXrN5dazU62sveqokN7iRwAAM1DvUO6L37xi/HMM8/E5z//+ejdu3ekUqnGqAsAaIZq61pLp/cM0Kp2D9hyIVsmtmzf1c324ppNhnwCAEAcQEj3m9/8Jh5//PH40Ic+1Bj1AACNZEd4loltFXsuXlC1W8C2q0utOnDbMRw03QBLgFpFFAAA9lTvkO7www+Pbt26NUYtAEAdqgO2XIhWo1st/31mj8Ct+nX1XGsWLwAAgOan3iHdDTfcEDNmzIh77rknOnXq1Bg1AUCrkh+o7QjaNtcY8vnGhveifbuC/QrYAACA1qneId2tt94aK1eujF69ekW/fv2iffv2eftfeOGFBisOAJqD2kK2ml1s6XQd2zOZOhc2qNnN9ubG93SzAQBAG1fvkG7s2LGNUAYANJ6aix1Uh2qbt1fm9q95971o3y5Vr5ANAACgIdU7pLvuuusaow4A2KtsNj9Aq0pn6n6/s7Ot5vvd1exke2uTTjYAACBZ9Q7pqi1dujSWL18eEREnnnhinHbaaQ1WFACtV3WYtqV815xs68vKo11hRV4nW2V6t+GjtQRtAAAArUW9Q7r169fH+PHjY9GiRdG1a9eIiNi4cWN89KMfjQcffDB69OjR0DUC0AxVh201u9iq0jXDtV3bah5T2wqjq97ZqpMNAABo0+od0l122WWxefPmeOWVV2LgwIEREfHqq6/GxIkT4/LLL48HHnigwYsEoPFtKa+KiqpMVKZ372SrLYCz2igAAEBDqndIt2DBgnjqqadyAV1ExKBBg2Lu3LlxzjnnNGhxANRPdbdaZXrHggeVOxc+qDlHW/W+qkwmNm/fNeT0lTfLdLMBAAAkpN4hXSaTifbt2++xvX379pHJZBqkKAD2HE5aWR207exo2z1wq0zXv7tNNxwAAEDzUO+Q7qyzzoqvfOUr8cADD0SfPn0iIuLNN9+MK6+8MkaOHNngBQK0FpXpzM6fXaFb2XuVuf3L15ZFu4KCXBCXEaABAAC0GfUO6e644474+Mc/Hv369Yu+fftGRMSaNWvipJNOip/+9KcNXiBAc1UdtFXW6G7bPYTb0fFWd5dbzcUTyt6rMtwUAACgjap3SNe3b9944YUX4qmnnorXXnstIiIGDhwYo0aNavDiAJra9sr0zkUTdgZtmWxUVu0I2iqqdg0rrUxnDBUFAACgwdQ7pIuISKVScfbZZ8fZZ5/d0PUANKhMJhsVNTrcKtOZnSuY7npftn3XkNMX12zSzQYAAECT26+Qbs6cOTFlypTo0KFDzJkzZ6/HXn755Q1SGEBdstlsLmCrTGd2hnA7Ot7y3u9cVGFfyistegMAAECy9iuk+/73vx8XXnhhdOjQIb7//e/XeVwqlRLSAQflvYp0XgBXWVWzE25XB5yhpgAAALQm+xXSrVq1qtbXAPsjm83mutsqqjK7ftLpKK/KxObtVbljX3rDcFMAAADannrPSXf99dfHV7/61ejUqVPe9vfeey9uueWWmDFjRoMVBzR/1XO+leeCt0xU7vyzomrH9n0tslBzhVMAAABoi+od0s2cOTMuueSSPUK6bdu2xcyZM4V00IrUXGShOnCrDt9qLr4AAAAAHJx6h3TZbDZSqdQe21988cXo1q1bgxQFNL5cB1xlJsqr0rFxW80VTjdGQSoVGfkbAAAANIn9DukOP/zwSKVSkUql4v3vf39eUJdOp2PLli1xySWXNEqRQP1lMtkor9oRwJVX7QjjKtLp2F65a2hqTTWHnG6vzJgXDgAAAJrQfod0s2fPjmw2G1/4whdi5syZ0aVLl9y+oqKi6NevX4wYMaJRigT2VFsIl3tdlY6KKm1wAAAA0FLsd0g3ceLEiIjo379/nH766dG+fftGKwoQwgEAAEBbUu856T7ykY/kXm/fvj0qKiry9nfu3Pngq4I2IpvNxnuV6XivIh0btu76/9JfVv8rClIFCVYGAAAANKV6h3Tbtm2Lq6++Oh5++OF4991399ifTqdrOQvatqp0ZkcYV5mO7RU1XlemI7uzIa7mnHAVVdnooFkVAAAA2ox6h3Rf+9rX4ne/+13813/9V3z+85+PuXPnxptvvhk//OEP48Ybb2yMGqHF2L4zeKvujqsO4gxNBQAAAPam3iHdY489Fvfee2+ceeaZMWnSpPi3f/u3GDBgQBx99NFx3333xYUXXtgYdUKzkclkc51w71XsCuW2V2YinRHGAQAAAPVX75Buw4YNccwxx0TEjvnnNmzYEBERZ5xxRnzpS19q2OogQZXpTJRtr4ztOzviqkO58qpMbogqAAAAQEOod0h3zDHHxKpVq+Koo46KE044IR5++OEYNmxYPPbYY9G1a9dGKBEaTza7YwXV6qGpG7btWrzhhX9ujA7tCxOsDgAAAGgr6h3STZo0KV588cX4yEc+Etdee22cf/75cccdd0RlZWXcdtttjVEjHLS6Fm4or0xHzRGqNRdvAAAAAGgq9Q7prrzyytzrUaNGxWuvvRZLly6NAQMGxODBgxu0OKiP6q44CzcAAAAALU29Q7rdHX300XH00Uc3RC2wX9LVCzdU5K+kun23rjgAAACAlmK/Qro5c+bs9wUvv/zyAy4GatrRAZeJ7ZWZvM64iqpM0qUBAAAANKj9Cum+//3v79fFUqmUkI56yVR3xe0M4f5VY+GGF9dssnADAAAA0CbsV0i3atWqxq6DVq68ateCDbkhqpXpKK/M74qzcAMAAADQFh3wnHQVFRWxatWqOPbYY6Ndu4Oe2o5WZv3m7VH2XmW8tzOYS5ssDgAAAKBOBfU9Ydu2bXHxxRdHp06d4sQTT4zVq1dHRMRll10WN954Y4MXSMv0zuaKeHtzRWwprxLQAQAAAOxDvUO66dOnx4svvhiLFi2KDh065LaPGjUqHnrooQYtDgAAAADagnqPU50/f3489NBD8cEPfjBSqVRu+4knnhgrV65s0OIAAAAAoC2odyfd22+/HT179txj+9atW/NCOwAAAABg/9Q7pBs6dGg8/vjjuffVwdx///d/x4gRIxquMgAAAABoI+o93PW73/1unHvuufHqq69GVVVV3H777fHqq6/GH//4x3jmmWcao0YAAAAAaNXq3Ul3xhlnxIsvvhhVVVVx8sknx29/+9vo2bNnLF68OIYMGdIYNQIAAABAq1avkK6ysjK+8IUvRCqVih//+Mfx3HPPxauvvho//elP4+STT26sGvPMnTs3+vXrFx06dIjhw4fHc889t9fjH3nkkTjhhBOiQ4cOcfLJJ8f//M//5O3PZrMxY8aM6N27d3Ts2DFGjRoVf/vb3xrzEQAAAAAgT71Cuvbt28fPf/7zxqplnx566KGYNm1aXHfddfHCCy/EKaecEqNHj47169fXevwf//jH+I//+I+4+OKL4y9/+UuMHTs2xo4dGy+//HLumJtvvjnmzJkT8+bNiyVLlsQhhxwSo0ePju3btzfVYwEAAADQxtV7TrqxY8fG/Pnz48orr2yMevbqtttui8mTJ8ekSZMiImLevHnx+OOPx1133RXXXnvtHsfffvvtMWbMmPja174WERE33HBDPPnkk3HHHXfEvHnzIpvNxuzZs+Mb3/hGfOITn4iIiHvvvTd69eoV8+fPj/Hjx9ervm0VVdGuouognzJZ22rUv+0gnmV7ZTq2V6brfV55jXPKD+D8g5Xk/T17MvdO+v6ePZl7t/X7e/Zk7p30/T17MvdO+v5t+dmTvr9nT+beSd/fsydz76Tv35afvaHu/15FOra1b9l5Sk0Hmqekstlstj4nfPvb345bb701Ro4cGUOGDIlDDjkkb//ll19+QIXsS0VFRXTq1Cl+9rOfxdixY3PbJ06cGBs3boxf/vKXe5xz1FFHxbRp0+KKK67Ibbvuuuti/vz58eKLL8bf//73OPbYY+Mvf/lLnHrqqbljPvKRj8Spp54at99+e621lJeXR3l5ee59WVlZ9O3bN/pe8XAUFHc66GcFAAAAoGXKlG+LNbM/G5s2bYrOnTvv93n17qS78847o2vXrrF06dJYunRp3r5UKtVoId0777wT6XQ6evXqlbe9V69e8dprr9V6Tmlpaa3Hl5aW5vZXb6vrmNrMmjUrZs6cWe9nAAAAAIDa1Cuky2azsWjRoujZs2d07NixsWpq9qZPnx7Tpk3Lva/upHvu/xtZr4S0NXtt7ebY9F5l0mUAAAAAzdz7ex0Whx/SPukyGkxZWVn0nl3/8+od0h133HHxyiuvxHHHHVf/ux2E7t27R2FhYaxbty5v+7p166KkpKTWc0pKSvZ6fPWf69ati969e+cdU3P46+6Ki4ujuLh4j+2ditpFp6J6Nye2Sh3aF0Z5VSbpMgAAAIBmrmNRYavKU6oO8FnqtbprQUFBHHfccfHuu+8e0M0ORlFRUQwZMiQWLlyY25bJZGLhwoUxYsSIWs8ZMWJE3vEREU8++WTu+P79+0dJSUneMWVlZbFkyZI6rwkAAAAADa1eIV1ExI033hhf+9rX4uWXX26MevZq2rRp8eMf/zjuueeeWL58eXzpS1+KrVu35lZ7nTBhQkyfPj13/Fe+8pVYsGBB3HrrrfHaa6/Ft771rXj++edj6tSpEbFjDr0rrrgivv3tb8evfvWr+Otf/xoTJkyIPn365C1OAQAAAACNqd79dxMmTIht27bFKaecEkVFRXvMTbdhw4YGK253F1xwQbz99tsxY8aMKC0tjVNPPTUWLFiQW/hh9erVUVCwK3c8/fTT4/77749vfOMb8fWvfz2OO+64mD9/fpx00km5Y66++urYunVrTJkyJTZu3BhnnHFGLFiwIDp06NBozwEAAAAANaWy2Wy2Pifcc889e90/ceLEgyqoJSorK4suXbrUe2nd1uzVt8osHAEAAADs0/Elh0W3Q4qSLqPBHGhOVO9OurYYwgEAAABAYzqg5SbS6XTMnz8/li9fHhERJ554Ynz84x+PwsLCBi0OAAAAANqCeod0r7/+epx33nnx5ptvxvHHHx8REbNmzYq+ffvG448/Hscee2yDFwkAAAAArVm9V3e9/PLL49hjj401a9bECy+8EC+88EKsXr06+vfvH5dffnlj1EgLVFiQSroEAAAAgBaj3p10zzzzTPzpT3+Kbt265bYdccQRceONN8aHPvShBi2Oluv4ksOiMp2J9yrTsb0iHe9V7vypSEd5VSbqt1wJAAAAQOtW75CuuLg4Nm/evMf2LVu2RFFR61mJg4PXvrAg2hcWROcO7fO2ZzLZKK/K5AV323e+rkpL7wAAAIC2p94h3b//+7/HlClT4s4774xhw4ZFRMSSJUvikksuiY9//OMNXiCtT0FBKjoWFUbHoj0XGqnYGd5t3xneVQd5FbrvAAAAgFas3iHdnDlzYuLEiTFixIho335Hh1RVVVV8/OMfj9tvv73BC6RtKWpXEEXtCqJLxz2777ZX7QrudoR4OwK9dEZ6BwAAALRs9Q7punbtGr/85S/j9ddfj+XLl0dExMCBA2PAgAENXhxUKyhIRaeidtGpaM+PbHlVOrZX5A+fre6+AwAAAGgJ6h3SVRswYIBgjmahuF1hFLcrjC6R332XzmRzc93VnPfuvYp0aL4DAAAAmpN6h3Tjxo2LYcOGxTXXXJO3/eabb44///nP8cgjjzRYcXAwCgtScUhxuzikeM+P+fbK/NCueghtRZX0DgAAAGh69Q7pnn322fjWt761x/Zzzz03br311oaoCRpdh/aF0aF9YXTdbXtVOhPbqzK5zrttNQI8C1cAAAAAjaXeId2WLVuiqKhoj+3t27ePsrKyBikKktKusCAOLSyIQ3frvstms7G9Mn/eu+pOvKq09A4AAAA4OPUO6U4++eR46KGHYsaMGXnbH3zwwRg0aFCDFQbNSSqVio5FhdGxqHCPfRVVmRorzqZzQV55pYUrAAAAgP1T75Dum9/8ZnzqU5+KlStXxllnnRUREQsXLowHHnjAfHS0SUXtCqKoXUF06bjvhSu27fzTwhUAAABATfUO6c4///yYP39+fPe7342f/exn0bFjxxg8eHA89dRT8ZGPfKQxaoQWqa6FK7LZbJTvnPdu9+GzlYbOAgAAQJuUymZNh3+wysrKokuXLrFp06bo3Llz0uXQglWmM7G9Mh3lVZkdP7u91oEHAABAa3N8yWHR7ZA91z9oqQ40J6p3J121pUuXxvLlyyMi4sQTT4zTTjvtQC8F7NS+sCDaFxbEYXXsr6jKRHmVEA8AAABam3qHdOvXr4/x48fHokWLomvXrhERsXHjxvjoRz8aDz74YPTo0aOhawR2qp7/7kBCvIqqTKSleAAAANAs1Tuku+yyy2Lz5s3xyiuvxMCBAyMi4tVXX42JEyfG5ZdfHg888ECDFwnsn/0N8SqqQ7zqUK9yx2shHgAAACSj3iHdggUL4qmnnsoFdBERgwYNirlz58Y555zToMUBDas6xKtLZXpHx11FVSYqdr4ur8rs2p7ORJXFLQAAAKDB1Tuky2Qy0b59+z22t2/fPjKZTIMUBSSjek68Q4rrPiadyeYHeTWDvapMVKR3rFJrSRoAAADYf/UO6c4666z4yle+Eg888ED06dMnIiLefPPNuPLKK2PkyJENXiDQvBQWpKJjUWF0LCqs85hsNpsf3u18XZneNT9eRVXGQhcAAACwU71DujvuuCM+/vGPR79+/aJv374REbFmzZo46aST4qc//WmDFwi0PKlUKorbFUZxu7qDvIhdw2srdxtaW5nO7tiWzkSlMA8AAIA2oN4hXd++feOFF16Ip556Kl577bWIiBg4cGCMGjWqwYsDWrfq4bX7UrUzuKtIV4d4mais2u39zmMMswUAAKAlqndId++998YFF1wQZ599dpx99tm57RUVFfHggw/GhAkTGrRAgHaFBdGuMKJj7L0zL5vN5rrwcp146WxUVu323gIYAAAANDOpbLZ+fSeFhYWxdu3a6NmzZ972d999N3r27BnpdLpBC2wJysrKokuXLrFp06bo3Llz0uUA+yGTqdmJl83rxqtK71rJtiqjQw8AAKAxHV9yWHQ7pCjpMhrMgeZE9e6ky2azkUql9tj+xhtvRJcuXep7OYBEFBSkokNBYXRov/fuvIgd33tVmWxeoFdVI9ir2rnibVUmmxuaCwAAAPWx3yHdaaedFqlUKlKpVIwcOTLatdt1ajqdjlWrVsWYMWMapUiAJKVSqWhfmNqv+fMi8ofdVqWzUZnJ5F5X1BLwGXoLAADAfod0Y8eOjYiIZcuWxejRo+PQQw/N7SsqKop+/frFuHHjGrxAgJYmlUpFUbtUFLXbv1Avk9kR5FWls7lQrzrIq9mdVz30tiptxVsAAIDWZr9Duuuuuy4iIvr16xcXXHBBdOjQodGKAmhLCgpSUVxQGMX1mIBAsAcAANC61HtOuokTJzZGHQDUw4EEe+nMniHe7tuqh99WZQzFBQAAaEr1DukKCgpqXTiiWltc3RWgJSgsSEVhwb4XyqipetGMXHCX3vm+5mvhHgAAwEGrd0j3i1/8Ii+kq6ysjL/85S9xzz33xMyZMxu0OACStWvRjIiI/Q/49ifcS2fyu/nSmR3bs/I9AACgDap3SFe9gERNn/70p+PEE0+Mhx56KC6++OKGqAuAFuxAw72I2CO0S9fo1qveVtd7AR8AANBS1Tukq8sHP/jBmDJlSkNdDoA26kCG5VZL79Gtt+N9OtfVt6ODr2r39+mshTUAAIBENUhI995778WcOXPiyCOPbIjLAcABqQ746rOgRrVMppZgr0a3Xjpdx3YhHwAA0ADq/Z8xhx9+eN6cdNlsNjZv3hwdO3aM++67r0GLA4CmUlCQiqKC6n++1b+T72BCvnRmRxcgAADQdtU7pJs9e3be+4KCgujRo0cMHz483nzzzYaqCwBalIMN+aoX20jnBXi7gr3dt6cFfQAA0KrUO6SbOHFi3vvNmzfHAw88ENddd108//zzkU6nG6w4AGgr8hfbODB7C/oymdijk6+u8A8AAGh6Bzwn3bPPPht33nln/PznP48+ffrEpz71qbjjjjsasjYAoB4aKuhLZ7KRzu4K7zK7/Vkz2Mtkszvn5NPVBwAAB6NeIV1paWncfffdceedd0ZZWVl89rOfjfLy8pg/f34MGjSosWoEAJpIKpWKdoWpg15ZKpvdLcjbOS9fdfiX97OPbVl5HwAAbcB+/zv4+eefH88++2x87GMfi9mzZ8eYMWOisLAw5s2b15j1AQAtUC7sO4iuvmqZ3cO+mt19uwd8Aj8AAFqo/Q7pfvOb38Tll18eX/rSl+K4445rzJoAAHLyF+U4OHuEe9ldHX6ZWkK+HcdF7nVV3nahHwAADWe/Q7rf//73ceedd8aQIUNi4MCB8fnPfz7Gjx/fmLUBADSohgz8ImoP/TK1dPFlMrHzdSYv9Nv9HFP5AQC0Xalstn5/B7x169Z46KGH4q677ornnnsu0ul03HbbbfGFL3whDjvssMaqs1krKyuLLl26xKZNm6Jz585JlwMAtFDZvOAuaoR8e3b75e3P7t79t6sLMJPV8QcANG/HlxwW3Q4pSrqMBnOgOVG9Q7qaVqxYEXfeeWf8n//zf2Ljxo1x9tlnx69+9asDvVyLJaQDAJqzmgFeZj9Cvkw2hH8AQJMR0u1wUCFdtXQ6HY899ljcddddjRbSbdiwIS677LJ47LHHoqCgIMaNGxe33357HHrooXUef91118Vvf/vbWL16dfTo0SPGjh0bN9xwQ3Tp0iV3XCq155CXBx54oF5DeYV0AEBblNfZV0f4t7dQMLN7x+DObkHDfgGgbRHS7bDfc9LtTWFhYYwdOzbGjh3bEJer1YUXXhhr166NJ598MiorK2PSpEkxZcqUuP/++2s9/q233oq33norvve978WgQYPin//8Z1xyySXx1ltvxc9+9rO8Y3/yk5/EmDFjcu+7du3aaM8BANBaFBSkoiBS0b4BVvGtafdhv5nsbvP97ezi27PLL/bZFaj7DwBorhqkk66xLV++PAYNGhR//vOfY+jQoRERsWDBgjjvvPPijTfeiD59+uzXdR555JH43Oc+F1u3bo127Xbkk6lUKh599NF6BYzl5eVRXl6ee19WVhZ9+/bVSQcA0MxlqgO7OgLAmkHf7p1+2Wy2xuvIW/ijOgwEAOpPJ90ODdJJ19gWL14cXbt2zQV0ERGjRo2KgoKCWLJkSXzyk5/cr+tU/3KqA7pql156aXzxi1+MY445Ji655JKYNGlSrcNgq82aNStmzpx5YA8DAEBiqrv/Gutfgmud/y+7a2hwzeAvU0cXYN4xVv8FgDajRYR0paWl0bNnz7xt7dq1i27dukVpael+XeOdd96JG264IaZMmZK3/frrr4+zzjorOnXqFL/97W/jy1/+cmzZsiUuv/zyOq81ffr0mDZtWu59dScdAABtW2FBKgoL6v7L3oO1vyFgXuBXY8hvppZOwKzFQACgWUg0pLv22mvjpptu2usxy5cvP+j7lJWVxcc+9rEYNGhQfOtb38rb981vfjP3+rTTToutW7fGLbfcsteQrri4OIqLiw+6LgAAqI/GDgHrGg6c3b2zL7srHNy9G7DmYiG58wWBALBPiYZ0V111VVx00UV7PeaYY46JkpKSWL9+fd72qqqq2LBhQ5SUlOz1/M2bN8eYMWPisMMOi0cffTTat2+/1+OHDx8eN9xwQ5SXlwviAABoUxp7OHDE/geBmWz+sODqjsDa5gasDgd3HdOIDwAAjSTRkK5Hjx7Ro0ePfR43YsSI2LhxYyxdujSGDBkSERFPP/10ZDKZGD58eJ3nlZWVxejRo6O4uDh+9atfRYcOHfZ5r2XLlsXhhx8uoAMAgEbQFEFgtq7uvmx+SJgX8tXR+ZcLA3cLEHUFAtDQWsScdAMHDowxY8bE5MmTY968eVFZWRlTp06N8ePH51Z2ffPNN2PkyJFx7733xrBhw6KsrCzOOeec2LZtW/z0pz+NsrKyKCsri4gd4WBhYWE89thjsW7duvjgBz8YHTp0iCeffDK++93vxle/+tUkHxcAADgIqVQq2hU23rDgavsT+O0+T2A2u/cw0BBhgLarRYR0ERH33XdfTJ06NUaOHBkFBQUxbty4mDNnTm5/ZWVlrFixIrZt2xYRES+88EIsWbIkIiIGDBiQd61Vq1ZFv379on379jF37ty48sorI5vNxoABA+K2226LyZMnN92DAQAALVJTdAVGRN6Q3311Bu6+OEht59W6zwrCAIlLZbP+XuZglZWVRZcuXWLTpk3RuXPnpMsBAACot2yN0G73Yb61zRm4r+HAtXUHmjcQqM3xJYdFt0OKki6jwRxoTtRiOukAAABoPKlUKgpTEYWRivaFjXuv2gLBmouI1BwuvHuHYM1OwuqFRKqHFNfsDjRkGGhphHQAAAA0qaYMBCMir4uvZvCXqSPgy73evaOwjuvUDA0tLAIcKCEdAAAArVouFCxo/AVFqu0+l2Bt3YLV+3Ph384hw9ndw8LdAsX8/TXnJ2yyxwMagZAOAAAAGlj1wiJNrbbFRHJBYS3hYHq3rsHawsPdhxvXtl/nIBw8IR0AAAC0Ek216vDu9jqkeLdAL7N7gLiPAHCP4805SCslpAMAAAAOShJDiqvtM9CrY3jx3gLA3P5ahxjrIqRxCOkAAACAFqvmQiRJqHdIGA3TSWguwtZHSAcAAABwgJIOCSN2Bn2xq7OvOgjM7hYKZmPHtsh7vys83LG9xvk7rx07z6t5Tu7P6uOye96z+nV18Fh9/5qvM1oRc4R0AAAAAC1Ywc5hxkkGhRy8gqQLAAAAAIC2TkgHAAAAAAkT0gEAAABAwoR0AAAAAJAwIR0AAAAAJExIBwAAAAAJE9IBAAAAQMKEdAAAAACQMCEdAAAAACRMSAcAAAAACRPSAQAAAEDChHQAAAAAkDAhHQAAAAAkTEgHAAAAAAkT0gEAAABAwoR0AAAAAJAwIR0AAAAAJExIBwAAAAAJE9IBAAAAQMKEdAAAAACQMCEdAAAAACRMSAcAAAAACRPSAQAAAEDChHQAAAAAkDAhHQAAAAAkTEgHAAAAAAkT0gEAAABAwoR0AAAAAJAwIR0AAAAAJExIBwAAAAAJE9IBAAAAQMKEdAAAAACQMCEdAAAAACRMSAcAAAAACRPSAQAAAEDChHQAAAAAkDAhHQAAAAAkTEgHAAAAAAlrMSHdhg0b4sILL4zOnTtH165d4+KLL44tW7bs9ZwzzzwzUqlU3s8ll1ySd8zq1avjYx/7WHTq1Cl69uwZX/va16KqqqoxHwUAAAAA8rRLuoD9deGFF8batWvjySefjMrKypg0aVJMmTIl7r///r2eN3ny5Lj++utz7zt16pR7nU6n42Mf+1iUlJTEH//4x1i7dm1MmDAh2rdvH9/97ncb7VkAAAAAoKZUNpvNJl3EvixfvjwGDRoUf/7zn2Po0KEREbFgwYI477zz4o033og+ffrUet6ZZ54Zp556asyePbvW/b/5zW/i3//93+Ott96KXr16RUTEvHnz4pprrom33347ioqKaj2vvLw8ysvLc+/Lysqib9++sWnTpujcufNBPCkAAAAALVlZWVl06dKl3jlRixjuunjx4ujatWsuoIuIGDVqVBQUFMSSJUv2eu59990X3bt3j5NOOimmT58e27Zty7vuySefnAvoIiJGjx4dZWVl8corr9R5zVmzZkWXLl1yP3379j2IpwMAAACgrWsRw11LS0ujZ8+eedvatWsX3bp1i9LS0jrP+8///M84+uijo0+fPvHSSy/FNddcEytWrIhf/OIXuevWDOgiIvd+b9edPn16TJs2Lfe+upMOAAAAAA5EoiHdtddeGzfddNNej1m+fPkBX3/KlCm51yeffHL07t07Ro4cGStXroxjjz32gK9bXFwcxcXFB3w+AAAAANSUaEh31VVXxUUXXbTXY4455pgoKSmJ9evX522vqqqKDRs2RElJyX7fb/jw4RER8frrr8exxx4bJSUl8dxzz+Uds27duoiIel0XAAAAAA5GoiFdjx49okePHvs8bsSIEbFx48ZYunRpDBkyJCIinn766chkMrngbX8sW7YsIiJ69+6du+53vvOdWL9+fW447ZNPPhmdO3eOQYMG1fNpAAAAAODAtIiFIwYOHBhjxoyJyZMnx3PPPRd/+MMfYurUqTF+/Pjcyq5vvvlmnHDCCbnOuJUrV8YNN9wQS5cujX/84x/xq1/9KiZMmBAf/vCHY/DgwRERcc4558SgQYPi85//fLz44ovxxBNPxDe+8Y249NJLDWcFAAAAoMm0iJAuYscqrSeccEKMHDkyzjvvvDjjjDPiRz/6UW5/ZWVlrFixIrd6a1FRUTz11FNxzjnnxAknnBBXXXVVjBs3Lh577LHcOYWFhfHrX/86CgsLY8SIEfG5z30uJkyYENdff32TPx8AAAAAbVcqm81mky6ipSsrK4suXbrEpk2bonPnzkmXAwAAAEBCDjQnajGddAAAAADQWgnpAAAAACBhQjoAAAAASJiQDgAAAAASJqQDAAAAgIQJ6QAAAAAgYUI6AAAAAEiYkA4AAAAAEiakAwAAAICECekAAAAAIGFCOgAAAABImJAOAAAAABImpAMAAACAhAnpAAAAACBhQjoAAAAASJiQDgAAAAASJqQDAAAAgIQJ6QAAAAAgYUI6AAAAAEiYkA4AAAAAEiakAwAAAICECekAAAAAIGFCOgAAAABImJAOAAAAABImpAMAAACAhAnpAAAAACBhQjoAAAAASJiQDgAAAAASJqQDAAAAgIQJ6QAAAAAgYUI6AAAAAEiYkA4AAAAAEiakAwAAAICECekAAAAAIGFCOgAAAABImJAOAAAAABImpAMAAACAhAnpAAAAACBhQjoAAAAASJiQDgAAAAASJqQDAAAAgIQJ6QAAAAAgYUI6AAAAAEiYkA4AAAAAEiakAwAAAICECekAAAAAIGEtJqTbsGFDXHjhhdG5c+fo2rVrXHzxxbFly5Y6j//HP/4RqVSq1p9HHnkkd1xt+x988MGmeCQAAAAAiIiIdkkXsL8uvPDCWLt2bTz55JNRWVkZkyZNiilTpsT9999f6/F9+/aNtWvX5m370Y9+FLfcckuce+65edt/8pOfxJgxY3Lvu3bt2uD1AwAAAEBdWkRIt3z58liwYEH8+c9/jqFDh0ZExA9+8IM477zz4nvf+1706dNnj3MKCwujpKQkb9ujjz4an/3sZ+PQQw/N2961a9c9jgUAAACAptIihrsuXrw4unbtmgvoIiJGjRoVBQUFsWTJkv26xtKlS2PZsmVx8cUX77Hv0ksvje7du8ewYcPirrvuimw2u9drlZeXR1lZWd4PAAAAAByoFtFJV1paGj179szb1q5du+jWrVuUlpbu1zXuvPPOGDhwYJx++ul526+//vo466yzolOnTvHb3/42vvzlL8eWLVvi8ssvr/Nas2bNipkzZ9b/QQAAAACgFol20l177bV1Lu5Q/fPaa68d9H3ee++9uP/++2vtovvmN78ZH/rQh+K0006La665Jq6++uq45ZZb9nq96dOnx6ZNm3I/a9asOegaAQAAAGi7Eu2ku+qqq+Kiiy7a6zHHHHNMlJSUxPr16/O2V1VVxYYNG/ZrLrmf/exnsW3btpgwYcI+jx0+fHjccMMNUV5eHsXFxbUeU1xcXOc+AAAAAKivREO6Hj16RI8ePfZ53IgRI2Ljxo2xdOnSGDJkSEREPP3005HJZGL48OH7PP/OO++Mj3/84/t1r2XLlsXhhx8uhAMAAACgybSIOekGDhwYY8aMicmTJ8e8efOisrIypk6dGuPHj8+t7Prmm2/GyJEj4957741hw4blzn399dfj2Wefjf/5n//Z47qPPfZYrFu3Lj74wQ9Ghw4d4sknn4zvfve78dWvfrXJng0AAAAAWkRIFxFx3333xdSpU2PkyJFRUFAQ48aNizlz5uT2V1ZWxooVK2Lbtm155911113xvve9L84555w9rtm+ffuYO3duXHnllZHNZmPAgAFx2223xeTJkxv9eQAAAACgWiqbzWaTLqKlKysriy5dusSmTZuic+fOSZcDAAAAQEIONCdKdHVXAAAAAEBIBwAAAACJE9IBAAAAQMKEdAAAAACQMCEdAAAAACRMSAcAAAAACRPSAQAAAEDChHQAAAAAkDAhHQAAAAAkTEgHAAAAAAkT0gEAAABAwoR0AAAAAJAwIR0AAAAAJExIBwAAAAAJE9IBAAAAQMKEdAAAAACQMCEdAAAAACRMSAcAAAAACRPSAQAAAEDChHQAAAAAkDAhHQAAAAAkTEgHAAAAAAkT0gEAAABAwoR0AAAAAJAwIR0AAAAAJExIBwAAAAAJE9IBAAAAQMKEdAAAAACQMCEdAAAAACRMSAcAAAAACRPSAQAAAEDChHQAAAAAkDAhHQAAAAAkTEgHAAAAAAkT0gEAAABAwoR0AAAAAJAwIR0AAAAAJExIBwAAAAAJE9IBAAAAQMKEdAAAAACQMCEdAAAAACRMSAcAAAAACRPSAQAAAEDChHQAAAAAkDAhHQAAAAAkTEgHAAAAAAkT0gEAAABAwlpMSPed73wnTj/99OjUqVN07dp1v87JZrMxY8aM6N27d3Ts2DFGjRoVf/vb3/KO2bBhQ1x44YXRuXPn6Nq1a1x88cWxZcuWRngCAAAAAKhdiwnpKioq4jOf+Ux86Utf2u9zbr755pgzZ07MmzcvlixZEoccckiMHj06tm/fnjvmwgsvjFdeeSWefPLJ+PWvfx3PPvtsTJkypTEeAQAAAABqlcpms9mki6iPu+++O6644orYuHHjXo/LZrPRp0+fuOqqq+KrX/1qRERs2rQpevXqFXfffXeMHz8+li9fHoMGDYo///nPMXTo0IiIWLBgQZx33nnxxhtvRJ8+ffarprKysujSpUts2rQpOnfufFDPBwAAAEDLdaA5UbtGrClRq1atitLS0hg1alRuW5cuXWL48OGxePHiGD9+fCxevDi6du2aC+giIkaNGhUFBQWxZMmS+OQnP1nrtcvLy6O8vDz3ftOmTRGx438EAAAAANqu6nyovn1xrTakKy0tjYiIXr165W3v1atXbl9paWn07Nkzb3+7du2iW7duuWNqM2vWrJg5c+Ye2/v27XuwZQMAAADQCmzevDm6dOmy38cnGtJde+21cdNNN+31mOXLl8cJJ5zQRBXtn+nTp8e0adNy7zOZTGzYsCGOOOKISKVSCVbWMMrKyqJv376xZs0aw3dpMj53JMHnjiT43NHUfOZIgs8dSfC5Iwm1fe6y2Wxs3rx5v6dRq5ZoSHfVVVfFRRddtNdjjjnmmAO6dklJSURErFu3Lnr37p3bvm7dujj11FNzx6xfvz7vvKqqqtiwYUPu/NoUFxdHcXFx3rb9XXG2JencubMvNpqczx1J8LkjCT53NDWfOZLgc0cSfO5Iwu6fu/p00FVLNKTr0aNH9OjRo1Gu3b9//ygpKYmFCxfmQrmysrJYsmRJboXYESNGxMaNG2Pp0qUxZMiQiIh4+umnI5PJxPDhwxulLgAAAADYXUHSBeyv1atXx7Jly2L16tWRTqdj2bJlsWzZstiyZUvumBNOOCEeffTRiIhIpVJxxRVXxLe//e341a9+FX/9619jwoQJ0adPnxg7dmxERAwcODDGjBkTkydPjueeey7+8Ic/xNSpU2P8+PH1bkkEAAAAgAPVYhaOmDFjRtxzzz2596eddlpERPzud7+LM888MyIiVqxYkVtpNSLi6quvjq1bt8aUKVNi48aNccYZZ8SCBQuiQ4cOuWPuu+++mDp1aowcOTIKCgpi3LhxMWfOnKZ5qGaquLg4rrvuuj2G9EJj8rkjCT53JMHnjqbmM0cSfO5Igs8dSWjIz10qW9/1YAEAAACABtVihrsCAAAAQGslpAMAAACAhAnpAAAAACBhQjoAAAAASJiQjj3MnTs3+vXrFx06dIjhw4fHc889l3RJtGLf+ta3IpVK5f2ccMIJSZdFK/Pss8/G+eefH3369IlUKhXz58/P25/NZmPGjBnRu3fv6NixY4waNSr+9re/JVMsrcK+PnMXXXTRHt99Y8aMSaZYWo1Zs2bFBz7wgTjssMOiZ8+eMXbs2FixYkXeMdu3b49LL700jjjiiDj00ENj3LhxsW7duoQqpqXbn8/cmWeeucf33SWXXJJQxbQG//Vf/xWDBw+Ozp07R+fOnWPEiBHxm9/8Jrff9xyNYV+fu4b6rhPSkeehhx6KadOmxXXXXRcvvPBCnHLKKTF69OhYv3590qXRip144omxdu3a3M/vf//7pEuildm6dWuccsopMXfu3Fr333zzzTFnzpyYN29eLFmyJA455JAYPXp0bN++vYkrpbXY12cuImLMmDF5330PPPBAE1ZIa/TMM8/EpZdeGn/605/iySefjMrKyjjnnHNi69atuWOuvPLKeOyxx+KRRx6JZ555Jt5666341Kc+lWDVtGT785mLiJg8eXLe993NN9+cUMW0Bu973/vixhtvjKVLl8bzzz8fZ511VnziE5+IV155JSJ8z9E49vW5i2iY77pUNpvNNmThtGzDhw+PD3zgA3HHHXdEREQmk4m+ffvGZZddFtdee23C1dEafetb34r58+fHsmXLki6FNiKVSsWjjz4aY8eOjYgdXXR9+vSJq666Kr761a9GRMSmTZuiV69ecffdd8f48eMTrJbWYPfPXMSOTrqNGzfu0WEHDentt9+Onj17xjPPPBMf/vCHY9OmTdGjR4+4//7749Of/nRERLz22msxcODAWLx4cXzwgx9MuGJaut0/cxE7uktOPfXUmD17drLF0ap169Ytbrnllvj0pz/te44mU/25u/jiixvsu04nHTkVFRWxdOnSGDVqVG5bQUFBjBo1KhYvXpxgZbR2f/vb36JPnz5xzDHHxIUXXhirV69OuiTakFWrVkVpaWned1+XLl1i+PDhvvtoVIsWLYqePXvG8ccfH1/60pfi3XffTbokWplNmzZFxI7/iIiIWLp0aVRWVuZ9351wwglx1FFH+b6jQez+mat23333Rffu3eOkk06K6dOnx7Zt25Ioj1YonU7Hgw8+GFu3bo0RI0b4nqNJ7P65q9YQ33XtGrJQWrZ33nkn0ul09OrVK297r1694rXXXkuoKlq74cOHx9133x3HH398rF27NmbOnBn/9m//Fi+//HIcdthhSZdHG1BaWhoRUet3X/U+aGhjxoyJT33qU9G/f/9YuXJlfP3rX49zzz03Fi9eHIWFhUmXRyuQyWTiiiuuiA996ENx0kknRcSO77uioqLo2rVr3rG+72gItX3mIiL+8z//M44++ujo06dPvPTSS3HNNdfEihUr4he/+EWC1dLS/fWvf40RI0bE9u3b49BDD41HH300Bg0aFMuWLfM9R6Op63MX0XDfdUI6IFHnnntu7vXgwYNj+PDhcfTRR8fDDz8cF198cYKVATSemsOoTz755Bg8eHAce+yxsWjRohg5cmSCldFaXHrppfHyyy+b55UmU9dnbsqUKbnXJ598cvTu3TtGjhwZK1eujGOPPbapy6SVOP7442PZsmWxadOm+NnPfhYTJ06MZ555JumyaOXq+twNGjSowb7rDHclp3v37lFYWLjHyjfr1q2LkpKShKqirenatWu8//3vj9dffz3pUmgjqr/ffPeRpGOOOSa6d+/uu48GMXXq1Pj1r38dv/vd7+J973tfbntJSUlUVFTExo0b8473fcfBquszV5vhw4dHRPi+46AUFRXFgAEDYsiQITFr1qw45ZRT4vbbb/c9R6Oq63NXmwP9rhPSkVNUVBRDhgyJhQsX5rZlMplYuHBh3jhraExbtmyJlStXRu/evZMuhTaif//+UVJSkvfdV1ZWFkuWLPHdR5N544034t133/Xdx0HJZrMxderUePTRR+Ppp5+O/v375+0fMmRItG/fPu/7bsWKFbF69WrfdxyQfX3malO9WJjvOxpSJpOJ8vJy33M0qerPXW0O9LvOcFfyTJs2LSZOnBhDhw6NYcOGxezZs2Pr1q0xadKkpEujlfrqV78a559/fhx99NHx1ltvxXXXXReFhYXxH//xH0mXRiuyZcuWvL/FWrVqVSxbtiy6desWRx11VFxxxRXx7W9/O4477rjo379/fPOb34w+ffrkrcYJ9bG3z1y3bt1i5syZMW7cuCgpKYmVK1fG1VdfHQMGDIjRo0cnWDUt3aWXXhr3339//PKXv4zDDjssN/9Sly5domPHjtGlS5e4+OKLY9q0adGtW7fo3LlzXHbZZTFixAgrHnJA9vWZW7lyZdx///1x3nnnxRFHHBEvvfRSXHnllfHhD384Bg8enHD1tFTTp0+Pc889N4466qjYvHlz3H///bFo0aJ44oknfM/RaPb2uWvQ77os7OYHP/hB9qijjsoWFRVlhw0blv3Tn/6UdEm0YhdccEG2d+/e2aKiouyRRx6ZveCCC7Kvv/560mXRyvzud7/LRsQePxMnTsxms9lsJpPJfvOb38z26tUrW1xcnB05cmR2xYoVyRZNi7a3z9y2bduy55xzTrZHjx7Z9u3bZ48++ujs5MmTs6WlpUmXTQtX22cuIrI/+clPcse899572S9/+cvZww8/PNupU6fsJz/5yezatWuTK5oWbV+fudWrV2c//OEPZ7t165YtLi7ODhgwIPu1r30tu2nTpmQLp0X7whe+kD366KOzRUVF2R49emRHjhyZ/e1vf5vb73uOxrC3z11Dftelstls9mATRQAAAADgwJmTDgAAAAASJqQDAAAAgIQJ6QAAAAAgYUI6AAAAAEiYkA4AAAAAEiakAwAAAICECekAAAAAIGFCOgAAAABImJAOAAAAABImpAMAYK8uuuiiGDt2bNJlAAC0akI6AAAAAEiYkA4AgAN22223xcknnxyHHHJI9O3bN7785S/Hli1b8o758Y9/HH379o1OnTrFJz/5ybjtttuia9euyRQMANBMCekAADhgBQUFMWfOnHjllVfinnvuiaeffjquvvrq3P4//OEPcckll8RXvvKVWLZsWZx99tnxne98J8GKAQCap1Q2m80mXQQAAM3XRRddFBs3boz58+fv89if/exncckll8Q777wTERHjx4+PLVu2xK9//evcMZ/73Ofi17/+dWzcuLGRKgYAaHl00gEAcMCeeuqpGDlyZBx55JFx2GGHxec///l49913Y9u2bRERsWLFihg2bFjeObu/BwBASAcAwAH6xz/+Ef/+7/8egwcPjp///OexdOnSmDt3bkREVFRUJFwdAEDL0i7pAgAAaJmWLl0amUwmbr311igo2PF3vw8//HDeMccff3z8+c9/ztu2+3sAAIR0AADsh02bNsWyZcvytnXv3j0qKyvjBz/4QZx//vnxhz/8IebNm5d3zGWXXRYf/vCH47bbbovzzz8/nn766fjNb34TqVSqCasHAGj+LBwBAMBeXXTRRXHPPffssf3iiy+OE088MW655ZbYuHFjfPjDH44LL7wwJkyYEP/617+ia9euERHx4x//OGbOnBkbNmyI0aNHx9ChQ+OOO+6ItWvXNvGTAAA0X0I6AACa1OTJk+O1116L//t//2/SpQAANBuGuwIA0Ki+973vxdlnnx2HHHJI/OY3v4l77rkn/vf//t9JlwUA0KzopAMAoFF99rOfjUWLFsXmzZvjmGOOicsuuywuueSSpMsCAGhWhHQAAAAAkLCCpAsAAAAAgLZOSAcAAAAACRPSAQAAAEDChHQAAAAAkDAhHQAAAAAkTEgHAAAAAAkT0gEAAABAwoR0AAAAAJCw/wf6aIjFZbvOzgAAAABJRU5ErkJggg==",
-      "text/plain": [
-       "<Figure size 1500x600 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "---\n",
-       "### Mean GCAG"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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9+vXLuHHjMnfu3OZt5XI5c+fOzcSJEzf72R/84Aepra3Nxz/+8de9zrPPPptXXnklu++++zbXDAAAAABbotuEdEkya9asfOc738mNN96Yxx9/PJ/+9KezatWqzJgxI0ly/PHHZ/bs2Rt97rrrrsu0adOy6667ttq+cuXKfOELX8jvfve7/O1vf8vcuXPzwQ9+MPvuu2+mTJnSJfcEAAAAAN1qoPCxxx6bl156Keedd16WLFmSQw89NHPmzGleTOLpp59OVVXr3PGJJ57Ir3/96/zyl7/c6HzV1dV55JFHcuONN2b58uUZNWpUjjzyyFx00UXmnAMAAACgy3SrkC5JZs6cmZkzZ7a5b968eRtt22+//VKpVNo8focddsgvfvGLjiwPAAAAANqtWw13BQAAAICeSEgHAAAAAAUT0gEAAABAwYR0AAAAAFAwIR0AAAAAFExIBwAAAAAFE9IBAAAAQMGEdAAAAABQMCEdAAAAABRMSAcAAAAABRPSAQAAAEDBhHQAAAAAUDAhHQAAAAAUTEgHAAAAAAUT0gEAAABAwYR0AAAAAFAwIR0AAAAAFExIBwAAAAAFE9IBAAAAQMGEdAAAAABQMCEdAAAAABRMSAcAAAAABRPSAQAAAEDBhHQAAAAAUDAhHQAAAAAUTEgHAAAAAAUT0gEAAABAwYR0AAAAAFAwIR0AAAAAFExIBwAAAAAFE9IBAAAAQMGEdAAAAABQMCEdAAAAABRMSAcAAAAABRPSAQAAAEDBhHQAAAAAUDAhHQAAAAAUTEgHAAAAAAUT0gEAAABAwYR0AAAAAFAwIR0AAAAAFExIBwAAAAAFE9IBAAAAQMGEdAAAAABQMCEdAAAAABRMSAcAAAAABet2Id0111yTMWPGZMCAAZkwYUIeeuihTR57ww03pFQqtfoZMGBAq2MqlUrOO++87L777tlhhx0yefLk/PWvf+3s2wAAAACAZt0qpLv99tsza9asnH/++Xn44YdzyCGHZMqUKXnxxRc3+ZlBgwblhRdeaP75+9//3mr/17/+9Vx11VW59tpr8+CDD2bHHXfMlClTsmbNms6+HQAAAABI0s1Cussvvzwnn3xyZsyYkbFjx+baa6/NwIEDc/3112/yM6VSKSNHjmz+GTFiRPO+SqWSK664Iv/2b/+WD37wgzn44INz00035fnnn8+dd97ZBXcEAAAAAN0opKurq8uCBQsyefLk5m1VVVWZPHly5s+fv8nPrVy5MnvuuWdGjx6dD37wg3nsscea9y1evDhLlixpdc7BgwdnwoQJmz1nbW1tampqWv0AAAAAwNbqNiHdyy+/nMbGxladcEkyYsSILFmypM3P7Lfffrn++uvzk5/8JN/73vdSLpfz9re/Pc8++2ySNH+uPedMkosvvjiDBw9u/hk9evS23BoAAAAAvVy3Cem2xsSJE3P88cfn0EMPzbve9a78+Mc/zrBhw/If//Ef23Te2bNnZ8WKFc0/zzzzTAdVDAAAAEBv1G1Cut122y3V1dVZunRpq+1Lly7NyJEjt+gcffv2zVve8pY8+eSTSdL8ufaes3///hk0aFCrHwAAAADYWt0mpOvXr1/GjRuXuXPnNm8rl8uZO3duJk6cuEXnaGxszJ///OfsvvvuSZK99torI0eObHXOmpqaPPjgg1t8TgAAAADYVn2KLqA9Zs2alRNOOCHjx4/PYYcdliuuuCKrVq3KjBkzkiTHH3983vCGN+Tiiy9Oklx44YV529veln333TfLly/PZZddlr///e/51Kc+lWTtyq9nnHFGvvKVr+RNb3pT9tprr3zpS1/KqFGjMm3atKJuEwAAAIBepluFdMcee2xeeumlnHfeeVmyZEkOPfTQzJkzp3nhh6effjpVVeubA//xj3/k5JNPzpIlS7LLLrtk3Lhx+e1vf5uxY8c2H3P22Wdn1apVOeWUU7J8+fIcfvjhmTNnTgYMGNDl9wcAAABA79StQrokmTlzZmbOnNnmvnnz5rV6/61vfSvf+ta3Nnu+UqmUCy+8MBdeeGFHlQgAAAAA7dJt5qQDAAAAgJ5KSAcAAAAABRPSAQAAAEDBhHQAAAAAUDAhHQAAAAAUTEgHAAAAAAUT0gEAAABAwYR0AAAAAFAwIR0AAAAAFExIBwAAAAAFE9IBAAAAQMGEdAAAAABQMCEdAAAAABRMSAcAAAAABRPSAQAAAEDBhHQAAAAAUDAhHQAAAAAUTEgHAAAAAAUT0gEAAABAwYR0AAAAAFAwIR0AAAAAFExIBwAAAAAFE9IBAAAAQMGEdAAAAABQMCEdAAAAABRMSAcAAAAABRPSAQAAAEDBhHQAAAAAUDAhHQAAAAAUTEgHAAAAAAUT0gEAAABAwYR0AAAAAFAwIR0AAAAAFExIBwAAAEAhKpVK0SVsN/oUXQAAAAAA266+sZy6hnLK64KvSiUpVyqpZG0YVq4kqSSVrH1dWbevXKms277u+KbX5bbP0/y7kqyub2y+/qIXXk2/PlWbvnYq67a3PE+y38idM3THfl30p7T9EtIBAAAAdIC6hnKqSo3NAVW5sj4MK7fYtn7/2iCsXcdXKuv3lytZXbc+JHv478szoG91l97zmhYh3YrX6rv8+j2JkA4AAADoMWobGlNVKrUOtcpbGYJVKimX13eXNTYf33ZI9senuz4ko+cQ0gEAAAAdpqHFkMu2OsQay+0LytYev+XdZAufXiEoo1sS0gEAAEAPUy5X0tBYbhFotQjLNtNV1vg6Qy83tb9lSLaggCGX0BMI6QAAAKATlcuVVh1gGw7DbGzetj4Aax2Gre8cayxv3HnW1Jn2Wl1D8zV//7d/dGlQ1li2QidsKyEdAAAAvcaGQyxbdZWVNw7RWk7u/3qB2ara9SHZw3//R/pWV6Urs6v6RkEZdGdCOgAAAApVLldaTMi/fg6ytsKxtrav7Tpb+7plUPbnZ1ekb5+qVnOXdWZo1nKVy/rGSqqrOu9aQM8jpAMAAGAjLYOzpg6zxharZG64r+l1y5Dsry+uTL/qqrbDt0qlU0KzlkHZ6rrGDNBcBnQTQjoAAIBuYsPVLjfsJGuam2x1i6Ds2WWvpX/fqlYraja2MbRzw3NsrZYh2bKVdRYQANhCQjoAAIBt1DLcKlcqWd1iAv8Vq+vzWl1jq+GaTYsCbBi2bW5f0/Yt0TIoe275a4IygG5ASAcAAPR49Y3l1DY0bjRsc/2QzXVBWPPr1qFbe8OzliHZoiWvCskAeF1COgAAoDCbmvesOTRrGoLZYuL/tkKyps+3DN1W160Pyh7++3JBGQDbtW4X0l1zzTW57LLLsmTJkhxyyCH59re/ncMOO6zNY7/zne/kpptuyqOPPpokGTduXL72ta+1Ov7EE0/MjTfe2OpzU6ZMyZw5czrvJgAAoBvYcAhnc3dZW2FaGx1oq1oM+XzsuZr061O1toOtUknjunNs6fDNrdHYmct4AkAH61Yh3e23355Zs2bl2muvzYQJE3LFFVdkypQpeeKJJzJ8+PCNjp83b17+5V/+JW9/+9szYMCAXHrppTnyyCPz2GOP5Q1veEPzcVOnTs13v/vd5vf9+/fvkvsBAIBt0RSiNbZYObNlcLZyzfqQ7Ll/vJb+farXD/VcF5S17EprFch1wKqbLYd8rqxtyICyTjYA2JRuFdJdfvnlOfnkkzNjxowkybXXXpu77747119/fc4999yNjr/55ptbvf+v//qv/OhHP8rcuXNz/PHHN2/v379/Ro4c2bnFAwDQK7Xs5lpd1/C6nWitQ7O0CM9ah2hbsohAy5Ds2X9YPAAAtmfdJqSrq6vLggULMnv27OZtVVVVmTx5cubPn79F51i9enXq6+szdOjQVtvnzZuX4cOHZ5dddsl73/vefOUrX8muu+66yfPU1tamtra2+X1NTU077wYAgO1J40bh2Pr5zVrOidZWwNZYab2gwIbzqbUMyv78bI2gDABoU7cJ6V5++eU0NjZmxIgRrbaPGDEiixYt2qJznHPOORk1alQmT57cvG3q1Kn58Ic/nL322itPPfVUvvjFL+aoo47K/PnzU13d9n9AXXzxxbngggu2/mYAAGi3jQKx5tCsdWDWcnGBxkolq2rXD/n8y/M16VtdtUHXWoE3BQCwTrcJ6bbVJZdckttuuy3z5s3LgAEDmrdPnz69+fVBBx2Ugw8+OPvss0/mzZuXSZMmtXmu2bNnZ9asWc3va2pqMnr06M4rHgCgG2kZpjV1pbWcG+3Fmtr071u/Ubda07EbhXBbOLRzU1p2sr26pkEnGwCwXeo2Id1uu+2W6urqLF26tNX2pUuXvu58ct/4xjdyySWX5N57783BBx+82WP33nvv7LbbbnnyySc3GdL179/f4hIAQLfXctGBVmFZeeOhnJsb+rklYVrLoGzxy6sEZQAAG+g2IV2/fv0ybty4zJ07N9OmTUuSlMvlzJ07NzNnztzk577+9a/nq1/9an7xi19k/Pjxr3udZ599Nq+88kp23333jiodAGCbbWmg1tBY2WChgbXzoq2uW9/J9vDf/5G+1VWGeQIAbEe6TUiXJLNmzcoJJ5yQ8ePH57DDDssVV1yRVatWNa/2evzxx+cNb3hDLr744iTJpZdemvPOOy+33HJLxowZkyVLliRJdtppp+y0005ZuXJlLrjgghxzzDEZOXJknnrqqZx99tnZd999M2XKlMLuEwDo/jYc8tlQrmRViyGfS1asSb8+VZsc7tkyaFsbvG1bPS072eobK6mu2rbzAQDQsbpVSHfsscfmpZdeynnnnZclS5bk0EMPzZw5c5oXk3j66adTVbX+vzj//d//PXV1dfnIRz7S6jznn39+vvzlL6e6ujqPPPJIbrzxxixfvjyjRo3KkUcemYsuushwVgDoZVp2qjUHZesCtIZyufl1ubw2cNswVGu5qmfDFgz5/Psrqw35BACgWbcK6ZJk5syZmxzeOm/evFbv//a3v232XDvssEN+8YtfdFBlAEBXawrWGtoKzNoY/rmyxSqfjz63Yt2Qz47pVAMAgG3R7UI6AKDneK2uMeVK0tjYuoOtsVJpsa3cPK/a+k639dvao2Un26raxgzo29F3BAAAW6fdId2qVatyySWXZO7cuXnxxRdTLpdb7f+f//mfDisOANi+VCrrh3o2llu/bhmuNZTLzfOwNXWyNR27qkU32yPPrjDkEwAAshUh3ac+9ancf//9+cQnPpHdd989pVKpM+oCADrY2lCtnNfq1neTvbKyLiv7NLx+8FYud9iQ0LbmagMAgN6u3SHdz3/+89x99915xzve0Rn1AABtaNnB1lBe363WNES0obF1wNa00EFDudy8vSkcaznk88kXV+pkAwCA7UC7Q7pddtklQ4cO7YxaAKDHagrOmgKzla+tH/L53D9eS78+VWsXPyhvEMZ1YAcbAACw/Wp3SHfRRRflvPPOy4033piBAwd2Rk0AsN3ZsJOtobHcdmdbeePjGssbh2wtu9me/cdrutkAAKCXa3dI981vfjNPPfVURowYkTFjxqRv39bLoj388MMdVhwAdKRyuZL6dUHaitfqm7cvWbEmfaurmrvdGtoYPtreVUQBAADao90h3bRp0zqhDADYMpUWK4Y2rBsK2hSk1Teu72Rr2tfY4nXLnK1lJ9vfX1mtkw0AAChUu0O6888/vzPqAKCXadmZtmJ1fVbXNbY5lLRV8Naoow0AAOiZ2h3SNVmwYEEef/zxJMmBBx6Yt7zlLR1WFADdR6VSSf26rrb6ps61xnLq183TVr+ui2192Lb2/eq69Z1si5a8qpMNAADo1dod0r344ouZPn165s2blyFDhiRJli9fnve85z257bbbMmzYsI6uEYAu0tTB1hSo1W8wpLShcX0QV99iOCkAAADbpt0h3WmnnZZXX301jz32WA444IAkyV/+8peccMIJOf3003Prrbd2eJEAtF/TUNGmcK2ucV3Y1qK77dU16xdPeGjxsvTvo5sNAACgCO0O6ebMmZN77723OaBLkrFjx+aaa67JkUce2aHFAbDWhkNKmzraWoZwG+7fkga3losnVDTEAQAAFKbdIV25XE7fvn032t63b9+Uy+UOKQqgpyuXK6lrLGdlbUPztheWr0mf6lKrIabrQzgJGgAAQE/W7pDuve99bz73uc/l1ltvzahRo5Ikzz33XM4888xMmjSpwwsE6C7q1w0nrWssN7+uX/e6foPXTfO4texke3rZaosnAAAA9FLtDumuvvrqfOADH8iYMWMyevToJMkzzzyTN7/5zfne977X4QUCFKWp262hXEl9Qzn1rYaallPX0DS8dO12w0UBAADYWu0O6UaPHp2HH3449957bxYtWpQkOeCAAzJ58uQOLw6go1UqTZ1ua4O3usZyVqxev3jCX56vSXVVyRBTAAAAulS7Q7okKZVKOeKII3LEEUd0dD0AW6VpJdO6xnLqGtZ1tzWsH3pa37x94+Ct5ZDTV9c0GHIKAABAl9uikO6qq67KKaeckgEDBuSqq67a7LGnn356hxQGkGT9PG4NldQ2NjZ3wLUO5NbP8QYAAADd0RaFdN/61rdy3HHHZcCAAfnWt761yeNKpZKQDtgijeVK6hrWhmzLX6tr3v7XpStTXVVKbUM5DY3lyN4AAADoDbYopFu8eHGbrwHa0tCiy62uoZzahtbv69atfNqk5XDTZavqDDcFAACg12n3nHQXXnhhPv/5z2fgwIGttr/22mu57LLLct5553VYccD2p36DsK05hGvx3tBTAAAAaJ92h3QXXHBBTj311I1CutWrV+eCCy4Q0kEPsHxVfV5d0yCAAwAAgC7S7pCuUqmkVCpttP1Pf/pThg4d2iFFAZ2jsVxJbUNjauvLWbPud21DObUNjVm+ur75uCeWvmrIKQAAAHShLQ7pdtlll5RKpZRKpfzTP/1Tq6CusbExK1euzKmnntopRQJbplKprA3dWoVwjaltKGdN/dqVUTdFhxwAAAAUZ4tDuiuuuCKVSiWf/OQnc8EFF2Tw4MHN+/r165cxY8Zk4sSJnVIksF7L0K1lJ9ya+nLqG8upyNoAAACg29nikO6EE05Ikuy11155+9vfnr59+3ZaUdDbraxtyGt1jVnTUE5tfeO6IG7taw1vAAAA0PO0e066d73rXc2v16xZk7q6ulb7Bw0atO1VQS+wpr4xa+ob81p9Y1bXNeYfq9b/s/TYczXmhAMAAIBepN0h3erVq3P22Wfn+9//fl555ZWN9jc2NnZIYdATVCqVrKkvrwviGtaGcnVr3284B9yaev/sAAAAQG/V7pDuC1/4Qn71q1/l3//93/OJT3wi11xzTZ577rn8x3/8Ry655JLOqBG2e+VyJa+t64p7rW797zWGpwIAAABboN0h3V133ZWbbrop7373uzNjxoz87//9v7Pvvvtmzz33zM0335zjjjuuM+qE7UJDY7l1ELfudW2DBRsAAACArdfukG7ZsmXZe++9k6ydf27ZsmVJksMPPzyf/vSnO7Y6KNCK1+pT81pDi1CuIXUNkjgAAACg47U7pNt7772zePHi7LHHHtl///3z/e9/P4cddljuuuuuDBkypBNKhM5RqVRS21Bu7opbXdeY5avXL96w6IVXLd4AAAAAdIl2h3QzZszIn/70p7zrXe/Kueeem6OPPjpXX3116uvrc/nll3dGjbBNGsuV5lVUX2++OIs3AAAAAEVod0h35plnNr+ePHlyFi1alAULFmTffffNwQcf3KHFQXvUt5wvrsWccbX15aJLAwAAANisdod0G9pzzz2z5557dkQt8Lo2HKLasiuuvtF8cQAAAED3tEUh3VVXXbXFJzz99NO3uhhoaVVtQ1bXrQ/hmgK5DYeoAgAAAHR3WxTSfetb39qik5VKJSEd7dLQWM7q+sasWdcZ948WCzc8+lyNhRsAAACAXmGLQrrFixd3dh30cGvqGzdavGFNfWPqGiobHQcAAADQ22z1nHR1dXVZvHhx9tlnn/Tps81T29HDvPjqmtS8Vp/X6tYu5tBojCoAAADAJlW19wOrV6/OSSedlIEDB+bAAw/M008/nSQ57bTTcskll3R4gXRPL79al5dercvK2gYBHQAAAMDraHdIN3v27PzpT3/KvHnzMmDAgObtkydPzu23396hxQEAAABAb9Ducap33nlnbr/99rztbW9LqVRq3n7ggQfmqaee6tDiAAAAAKA3aHcn3UsvvZThw4dvtH3VqlWtQjsAAAAAYMu0O6QbP3587r777ub3TcHcf/3Xf2XixIkdVxkAAAAA9BLtHu76ta99LUcddVT+8pe/pKGhIVdeeWX+8pe/5Le//W3uv//+zqgRAAAAAHq0dnfSHX744fnTn/6UhoaGHHTQQfnlL3+Z4cOHZ/78+Rk3blxn1AgAAAAAPVq7Qrr6+vp88pOfTKlUyne+85089NBD+ctf/pLvfe97OeiggzqrxlauueaajBkzJgMGDMiECRPy0EMPbfb4H/zgB9l///0zYMCAHHTQQfnv//7vVvsrlUrOO++87L777tlhhx0yefLk/PWvf+3MWwAAAACAVtoV0vXt2zc/+tGPOquW13X77bdn1qxZOf/88/Pwww/nkEMOyZQpU/Liiy+2efxvf/vb/Mu//EtOOumk/PGPf8y0adMybdq0PProo83HfP3rX89VV12Va6+9Ng8++GB23HHHTJkyJWvWrOmq2wIAAACgl2v3nHTTpk3LnXfemTPPPLMz6tmsyy+/PCeffHJmzJiRJLn22mtz99135/rrr8+555670fFXXnllpk6dmi984QtJkosuuij33HNPrr766lx77bWpVCq54oor8m//9m/54Ac/mCS56aabMmLEiNx5552ZPn16u+pbXdeQPnUN23iXxVrdov7V23Ava+obs6a+sd2fq23xmdqt+Py2KvL67r2Yaxd9ffdezLV7+/XdezHXLvr67r2Yaxd9/d5870Vf370Xc+2ir+/ei7l20dfvzffeUdd/ra4xq/t27zylpa3NU0qVSqXSng985StfyTe/+c1MmjQp48aNy4477thq/+mnn75Vhbyeurq6DBw4MD/84Q8zbdq05u0nnHBCli9fnp/85CcbfWaPPfbIrFmzcsYZZzRvO//883PnnXfmT3/6U/7nf/4n++yzT/74xz/m0EMPbT7mXe96Vw499NBceeWVbdZSW1ub2tra5vc1NTUZPXp0Rp/x/VT1H7jN9woAAABA91SuXZ1nrvhYVqxYkUGDBm3x59rdSXfddddlyJAhWbBgQRYsWNBqX6lU6rSQ7uWXX05jY2NGjBjRavuIESOyaNGiNj+zZMmSNo9fsmRJ8/6mbZs6pi0XX3xxLrjggnbfAwAAAAC0pV0hXaVSybx58zJ8+PDssMMOnVXTdm/27NmZNWtW8/umTrqH/n+T2pWQ9mSLXng1K16rL7oMAAAAYDv3TyN2zi479i26jA5TU1OT3a9o/+faHdK96U1vymOPPZY3velN7b/aNthtt91SXV2dpUuXttq+dOnSjBw5ss3PjBw5crPHN/1eunRpdt9991bHtBz+uqH+/funf//+G20f2K9PBvZrd3NijzSgb3VqG8pFlwEAAABs53boV92j8pSGrbyXdq3uWlVVlTe96U155ZVXtupi26Jfv34ZN25c5s6d27ytXC5n7ty5mThxYpufmThxYqvjk+See+5pPn6vvfbKyJEjWx1TU1OTBx98cJPnBAAAAICO1q6QLkkuueSSfOELX8ijjz7aGfVs1qxZs/Kd73wnN954Yx5//PF8+tOfzqpVq5pXez3++OMze/bs5uM/97nPZc6cOfnmN7+ZRYsW5ctf/nL+8Ic/ZObMmUnWzqF3xhln5Ctf+Up++tOf5s9//nOOP/74jBo1qtXiFAAAAADQmdrdf3f88cdn9erVOeSQQ9KvX7+N5qZbtmxZhxW3oWOPPTYvvfRSzjvvvCxZsiSHHnpo5syZ07zww9NPP52qqvW549vf/vbccsst+bd/+7d88YtfzJve9KbceeedefOb39x8zNlnn51Vq1bllFNOyfLly3P44Ydnzpw5GTBgQKfdBwAAAAC0VKpUKpX2fODGG2/c7P4TTjhhmwrqjmpqajJ48OB2L63bk/3l+RoLRwAAAACva7+RO2fojv2KLqPDbG1O1O5Out4YwgEAAABAZ9qq5SYaGxtz55135vHHH0+SHHjggfnABz6Q6urqDi0OAAAAAHqDdod0Tz75ZN73vvflueeey3777ZckufjiizN69Ojcfffd2WeffTq8SAAAAADoydq9uuvpp5+effbZJ88880wefvjhPPzww3n66aez11575fTTT++MGumGqqtKRZcAAAAA0G20u5Pu/vvvz+9+97sMHTq0eduuu+6aSy65JO94xzs6tDi6r/1G7pz6xnJeq2/Ma3XrfurX/tTWl4suDwAAAGC70u6Qrn///nn11Vc32r5y5cr069dzVuJg2/Wtrkrf6qoMGtC31fbGciVr1gV2zeFdXWPW1Dem3K61hgEAAAB6hnaHdP/8z/+cU045Jdddd10OO+ywJMmDDz6YU089NR/4wAc6vEB6nuqqUnbs3yc79m/9+FUqldQ2lJuDu9XrgrvX6hvT0Ci9AwAAAHqudod0V111VU444YRMnDgxffuu7ZBqaGjIBz7wgVx55ZUdXiC9R6lUyoC+1RnQtzq7bLCvrmHt0Nk168K7piCvrsHQWQAAAKD7a3dIN2TIkPzkJz/Jk08+mccffzxJcsABB2Tfffft8OKgSb8+VenXpyqDd9h46GzL4bKr14V3a+obU9F8BwAAAHQT7Q7pmuy7776COQpXXVXKTv37ZKc2hs6uqS83L1bRcvGKRhPfAQAAANuZdod0xxxzTA477LCcc845rbZ//etfz+9///v84Ac/6LDiYGuVSqXs0K86O/Sr3mhfbUNj1tRtEODVN6SuQXgHAAAAFKPdId0DDzyQL3/5yxttP+qoo/LNb36zI2qCTtW/T3X696nO4LQeOtvQuD64W1NXzur6hrxW15jahrKhswAAAECnandIt3LlyvTr12+j7X379k1NTU2HFAVF6FNdlZ2rq7LzgNbhXblp3rv69UNmm+bAM3IWAAAA6AjtDukOOuig3H777TnvvPNabb/tttsyduzYDisMthdVVaXs2L9Pdmxj3rvahnLzYhXmvQMAAAC2VrtDui996Uv58Ic/nKeeeirvfe97kyRz587Nrbfeaj46epVSqZQBfaszoG/b89617Lpbva7zrr5ReAcAAABsrN0h3dFHH50777wzX/va1/LDH/4wO+ywQw4++ODce++9ede73tUZNUK30zTv3ZANttc3zXvXoutudV1j6hrKRZQJAAAAbCdKlYop8bdVTU1NBg8enBUrVmTQoEFFl0M31Lhu3rvVdQ2prS+vXYF23W+rzgIAANCT7Tdy5wzdceP1D7qrrc2J2t1J12TBggV5/PHHkyQHHnhg3vKWt2ztqaDXq64qZaf+fbJT/43/kSyX1859t6Z+7UqztQ2Nrd43GEILAAAA3V67Q7oXX3wx06dPz7x58zJkyJAkyfLly/Oe97wnt912W4YNG9bRNUKvVlVVyg79qrNDv43nvkuShsZy1jSUU9sc4rUI9KxACwAAAN1Cu0O60047La+++moee+yxHHDAAUmSv/zlLznhhBNy+umn59Zbb+3wIoFN61NdlZ2qq9rswkuSuoZy1jQ0Ng+jbRni1TWUY8A7AAAAFK/dId2cOXNy7733Ngd0STJ27Nhcc801OfLIIzu0OGDb9etTlX59qpIBG++rVCrrOu7WB3hNv+sayqlvrKRRKx4AAAB0unaHdOVyOX379t1oe9++fVMuW6ESupNSqZQBfaszoG91ko3/uU7Wrkhbty60q1v3unaD94I8AAAA2DbtDune+9735nOf+1xuvfXWjBo1Kkny3HPP5cwzz8ykSZM6vECgWH2rq9K3uio79t/0MQ2N6wO75hBvg3DPAhcAAACwae0O6a6++up84AMfyJgxYzJ69OgkyTPPPJM3v/nN+d73vtfhBQLbvz7VVelTXZWBm1kxu7FcWR/iNTa27sgT5AEAANDLtTukGz16dB5++OHce++9WbRoUZLkgAMOyOTJkzu8OKDnqG61Sm3bQ2vL5craDrzGcurXzYlX36JLr76x6adiwQsAAAB6lHaHdDfddFOOPfbYHHHEETniiCOat9fV1eW2227L8ccf36EFAr1HVVUpA6qa5sjbtEqlkvrGSoswb12w11hpDvOa9pkuDwAAgO6gVKm0rx+luro6L7zwQoYPH95q+yuvvJLhw4ensbGxQwvsDmpqajJ48OCsWLEigwYNKrocoIWG5sBuXajX4qe2RbeeobYAAADF2G/kzhm642bmT+pmtjYnancnXaVSSalU2mj7s88+m8GDB7f3dACdqmm+vLzO933TUNumwK6+sZz6ciX1DeU0lMupa1gX5pUNtwUAAKDjbXFI95a3vCWlUimlUimTJk1Knz7rP9rY2JjFixdn6tSpnVIkQGfb0qG2ydq/rGgoV5rnx6tvEe7VtQz51u1vNOYWAACA17HFId20adOSJAsXLsyUKVOy0047Ne/r169fxowZk2OOOabDCwTY3pRKpfStLqVvddUWHd9Ybh3ktezSaxn06dIDAADovbY4pDv//POTJGPGjMmxxx6bAQMGdFpRAD1JdVUp1VvYpZesnUevqVOvobGS+vLa382deuX1YV9DuWI+PQAAgB6g3XPSnXDCCZ1RBwDrrJ1HL1sc6jWtdtvUidcy5Gt6v+F+I3ABAAC2L+0O6aqqqtpcOKJJb1zdFaBIpVIp/fqU0i9bNvw2WT8Ed20n3voQr6Gx0mpbY3l9J5+59QAAADpPu0O6H//4x61Cuvr6+vzxj3/MjTfemAsuuKBDiwOgczQNwW2PcnldgFdeH+A1rJtfr7HFsNz6xvLafebYAwAA2GLtDumaFpBo6SMf+UgOPPDA3H777TnppJM6oi4AtjNVVaX0q2pfx16ycdde0zx6LcO8pm0N5UoahXsAAEAv1O6QblPe9ra35ZRTTumo0wHQQ2xN116yPtxrLK8fgrv+9dpwb+0x64flNlpIAwAA6KY6JKR77bXXctVVV+UNb3hDR5wOALY63KtUmjryKq269zYO/TYO+sy7BwAAFKXdId0uu+zSak66SqWSV199NTvssENuvvnmDi0OANqrVCqlb3UpW7g4bisbBnyNLYK8toK+9b/Xzscn4wMAALZWu0O6K664otX7qqqqDBs2LBMmTMhzzz3XUXUBQJfbloAvWb+4RvPw28aWYd4G4V7jxtvNwwcAAL1Xu0O6E044odX7V199NbfeemvOP//8/OEPf0hjY2OHFQcA3UnT4hpJskO2bh6+hnI55XI2DvXWdfY1VtZ17rUK+iopV8zHBwAA3dlWz0n3wAMP5LrrrsuPfvSjjBo1Kh/+8Idz9dVXd2RtANCrtJ6Hb+vm49sw2CuXN93N11iutPkeAADoeu0K6ZYsWZIbbrgh1113XWpqavKxj30stbW1ufPOOzN27NjOqhEA2AKlUil9qkvps5XDdZPWQV+5smEH34bBXzmN67r+Wnb/NZbNzwcAAO21xSHd0UcfnQceeCDvf//7c8UVV2Tq1Kmprq7Otdde25n1AQBdqCOCvmT9/HwbBn1tB3obd/MJ+wAA6G22OKT7+c9/ntNPPz2f/vSn86Y3vakzawIAurmW8/Nti8qGAV5lfeBX3nCobqWNoK/FNgtzAACwPdvikO7Xv/51rrvuuowbNy4HHHBAPvGJT2T69OmdWRsA0Mtt64q7LbXVudey42/DcK+87ndD4/r95eb3214PAAC0VKpU2vf3yqtWrcrtt9+e66+/Pg899FAaGxtz+eWX55Of/GR23nnnzqpzu1ZTU5PBgwdnxYoVGTRoUNHlAACdrGnuvpadeuVyWg3pbQ76Xi8INKwXAOjl9hu5c4bu2K/oMjrM1uZE7Q7pWnriiSdy3XXX5f/+3/+b5cuX54gjjshPf/rTrT1dtyWkAwC2RcvQrynga7lgR8uAr9xqWzYa2tu03/BeAKC7ENKttU0hXZPGxsbcdddduf766zstpFu2bFlOO+203HXXXamqqsoxxxyTK6+8MjvttNMmjz///PPzy1/+Mk8//XSGDRuWadOm5aKLLsrgwYObjyuVNp4v59Zbb23XUF4hHQCwvSm3Edw1B4BbEPyVKzr+AICuIaRba4vnpNuc6urqTJs2LdOmTeuI07XpuOOOywsvvJB77rkn9fX1mTFjRk455ZTccsstbR7//PPP5/nnn883vvGNjB07Nn//+99z6qmn5vnnn88Pf/jDVsd+97vfzdSpU5vfDxkypNPuAwCgK1RVlVKVjpnPr0mbHX/l9fP3lVtsL284rHcTQWFZ+AcAkKSDOuk62+OPP56xY8fm97//fcaPH58kmTNnTt73vvfl2WefzahRo7boPD/4wQ/y8Y9/PKtWrUqfPmvzyVKplDvuuKNdAWNtbW1qa2ub39fU1GT06NE66QAAtsKmwr+2tpdbdP9tqvOv0mI7ALD900m3Vod00nW2+fPnZ8iQIc0BXZJMnjw5VVVVefDBB/OhD31oi87T9IfTFNA1+exnP5tPfepT2XvvvXPqqadmxowZbQ6DbXLxxRfnggsu2LqbAQCglVKplD7VpU75D9O2hvRu1M23QZdfuY3uv3LF0F8AoHN1i5BuyZIlGT58eKttffr0ydChQ7NkyZItOsfLL7+ciy66KKecckqr7RdeeGHe+973ZuDAgfnlL3+Zz3zmM1m5cmVOP/30TZ5r9uzZmTVrVvP7pk46AAC2L9VVpVRXbfovX7dWpbI2qNuoi+91AsDmDsEWC3zoAAQAkoJDunPPPTeXXnrpZo95/PHHt/k6NTU1ef/735+xY8fmy1/+cqt9X/rSl5pfv+Utb8mqVaty2WWXbTak69+/f/r377/NdQEA0D2VSqVUl9IpAWCSjbv/mgLBpu0bDAFef2w22TVYqegCBIDtWaEh3VlnnZUTTzxxs8fsvffeGTlyZF588cVW2xsaGrJs2bKMHDlys59/9dVXM3Xq1Oy8886544470rdv380eP2HChFx00UWpra0VxAEAUIjqqlKqO3jhjyYbdgG2Cvg2CAHLLTv+NtMJ2HKOwHJl7XYAoH0KDemGDRuWYcOGve5xEydOzPLly7NgwYKMGzcuSXLfffelXC5nwoQJm/xcTU1NpkyZkv79++enP/1pBgwY8LrXWrhwYXbZZRcBHQAAPVJndwEmmwj7NhgO3BT2tQoHN+wcbNkx2GI1YEOCAeiJusWcdAcccECmTp2ak08+Oddee23q6+szc+bMTJ8+vXll1+eeey6TJk3KTTfdlMMOOyw1NTU58sgjs3r16nzve99LTU1NampqkqwNB6urq3PXXXdl6dKledvb3pYBAwbknnvuyde+9rV8/vOfL/J2AQCgW6uqKqUqnbMYSJOWi3s0dfptGOS17BTcsOtvwyCwOUjUEQhAQbpFSJckN998c2bOnJlJkyalqqoqxxxzTK666qrm/fX19XniiSeyevXqJMnDDz+cBx98MEmy7777tjrX4sWLM2bMmPTt2zfXXHNNzjzzzFQqley77765/PLLc/LJJ3fdjQEAAO3WFAR2xpDgJi07AiubCPVavd9EYPh6+4SBACRJqVLxr4RtVVNTk8GDB2fFihUZNGhQ0eUAAADdSFNXYMvArz1hYMvuP2Eg0B3tN3LnDN2xX9FldJitzYm6TScdAABAT9TUFdjZNuwMbGvRkKZAr+1hwhvv23Bl4aZQEID2E9IBAAD0Al0xV2CyfgXhDcO8DTsFNwwLNwz9mhcXadlduEEYqEMQ6EmEdAAAAHSY5hWEO3nOwCZtdQG2FeZtGBJuqkuwrVDQgiJAVxDSAQAA0G111XDhJk2dgk0BX3MHYKWSyiY6BdsaUryp8zRtq1R0C0JvI6QDAACALdTcKVjVtcFg4wZDfNsKBlsNE14XDLYabtyqyzAbhIOVDQLFLrs9YB0hHQAAAGzHSqVS+lR3XSjYZHNDiV+va7BS2UR42GY4GJ2DECEdAAAA0IauHkrcZLOLj2wQ6G04VHhTw4o33T0oIGT7IaQDAAAAthtdvfhISxsGgBsuJPJ6AWG7AsWWIaIhxkRIBwAAAJCkdUBYhI07Abcs9GvqOEzWf66Slt2BTZ9PKlkbPlay7rjK+tflSiWVZOPPVISIXUFIBwAAALAdKGqI8ZaqVDYO88rr0sHW29eFek2h4Lqgryk4zAYh4sB+XdwyuZ0S0gEAAADwukqlUkqlbNdBYndWVXQBAAAAANDbCekAAAAAoGBCOgAAAAAomJAOAAAAAAompAMAAACAggnpAAAAAKBgQjoAAAAAKJiQDgAAAAAKJqQDAAAAgIIJ6QAAAACgYEI6AAAAACiYkA4AAAAACiakAwAAAICCCekAAAAAoGBCOgAAAAAomJAOAAAAAAompAMAAACAggnpAAAAAKBgQjoAAAAAKJiQDgAAAAAKJqQDAAAAgIIJ6QAAAACgYEI6AAAAACiYkA4AAAAACiakAwAAAICCCekAAAAAoGBCOgAAAAAomJAOAAAAAAompAMAAACAggnpAAAAAKBgQjoAAAAAKJiQDgAAAAAKJqQDAAAAgIIJ6QAAAACgYEI6AAAAACiYkA4AAAAACtZtQrply5bluOOOy6BBgzJkyJCcdNJJWbly5WY/8+53vzulUqnVz6mnntrqmKeffjrvf//7M3DgwAwfPjxf+MIX0tDQ0Jm3AgAAAACt9Cm6gC113HHH5YUXXsg999yT+vr6zJgxI6ecckpuueWWzX7u5JNPzoUXXtj8fuDAgc2vGxsb8/73vz8jR47Mb3/727zwwgs5/vjj07dv33zta1/rtHsBAAAAgJZKlUqlUnQRr+fxxx/P2LFj8/vf/z7jx49PksyZMyfve9/78uyzz2bUqFFtfu7d7353Dj300FxxxRVt7v/5z3+ef/7nf87zzz+fESNGJEmuvfbanHPOOXnppZfSr1+/Nj9XW1ub2tra5vc1NTUZPXp0VqxYkUGDBm3DnQIAAADQndXU1GTw4MHtzom6xXDX+fPnZ8iQIc0BXZJMnjw5VVVVefDBBzf72Ztvvjm77bZb3vzmN2f27NlZvXp1q/MedNBBzQFdkkyZMiU1NTV57LHHNnnOiy++OIMHD27+GT169DbcHQAAAAC9XbcY7rpkyZIMHz681bY+ffpk6NChWbJkySY/96//+q/Zc889M2rUqDzyyCM555xz8sQTT+THP/5x83lbBnRJmt9v7ryzZ8/OrFmzmt83ddIBAAAAwNYoNKQ799xzc+mll272mMcff3yrz3/KKac0vz7ooIOy++67Z9KkSXnqqaeyzz77bPV5+/fvn/79+2/15wEAAACgpUJDurPOOisnnnjiZo/Ze++9M3LkyLz44outtjc0NGTZsmUZOXLkFl9vwoQJSZInn3wy++yzT0aOHJmHHnqo1TFLly5NknadFwAAAAC2RaEh3bBhwzJs2LDXPW7ixIlZvnx5FixYkHHjxiVJ7rvvvpTL5ebgbUssXLgwSbL77rs3n/erX/1qXnzxxebhtPfcc08GDRqUsWPHtvNuAAAAAGDrdIuFIw444IBMnTo1J598ch566KH85je/ycyZMzN9+vTmlV2fe+657L///s2dcU899VQuuuiiLFiwIH/729/y05/+NMcff3ze+c535uCDD06SHHnkkRk7dmw+8YlP5E9/+lN+8Ytf5N/+7d/y2c9+1nBWAAAAALpMtwjpkrWrtO6///6ZNGlS3ve+9+Xwww/Pf/7nfzbvr6+vzxNPPNG8emu/fv1y77335sgjj8z++++fs846K8ccc0zuuuuu5s9UV1fnZz/7WaqrqzNx4sR8/OMfz/HHH58LL7ywy+8PAAAAgN6rVKlUKkUX0d3V1NRk8ODBWbFiRQYNGlR0OQAAAAAUZGtzom7TSQcAAAAAPZWQDgAAAAAKJqQDAAAAgIIJ6QAAAACgYEI6AAAAACiYkA4AAAAACiakAwAAAICCCekAAAAAoGBCOgAAAAAomJAOAAAAAAompAMAAACAggnpAAAAAKBgQjoAAAAAKJiQDgAAAAAKJqQDAAAAgIIJ6QAAAACgYEI6AAAAACiYkA4AAAAACiakAwAAAICCCekAAAAAoGBCOgAAAAAomJAOAAAAAAompAMAAACAggnpAAAAAKBgQjoAAAAAKJiQDgAAAAAKJqQDAAAAgIIJ6QAAAACgYEI6AAAAACiYkA4AAAAACiakAwAAAICCCekAAAAAoGBCOgAAAAAomJAOAAAAAAompAMAAACAggnpAAAAAKBgQjoAAAAAKJiQDgAAAAAKJqQDAAAAgIIJ6QAAAACgYEI6AAAAACiYkA4AAAAACiakAwAAAICCCekAAAAAoGBCOgAAAAAomJAOAAAAAArWbUK6ZcuW5bjjjsugQYMyZMiQnHTSSVm5cuUmj//b3/6WUqnU5s8PfvCD5uPa2n/bbbd1xS0BAAAAQJKkT9EFbKnjjjsuL7zwQu65557U19dnxowZOeWUU3LLLbe0efzo0aPzwgsvtNr2n//5n7nsssty1FFHtdr+3e9+N1OnTm1+P2TIkA6vHwAAAAA2pVuEdI8//njmzJmT3//+9xk/fnyS5Nvf/nbe97735Rvf+EZGjRq10Weqq6szcuTIVtvuuOOOfOxjH8tOO+3UavuQIUM2OhYAAAAAukq3GO46f/78DBkypDmgS5LJkyenqqoqDz744BadY8GCBVm4cGFOOumkjfZ99rOfzW677ZbDDjss119/fSqVymbPVVtbm5qamlY/AAAAALC1ukUn3ZIlSzJ8+PBW2/r06ZOhQ4dmyZIlW3SO6667LgcccEDe/va3t9p+4YUX5r3vfW8GDhyYX/7yl/nMZz6TlStX5vTTT9/kuS6++OJccMEF7b8RAAAAAGhDoZ1055577iYXd2j6WbRo0TZf57XXXsstt9zSZhfdl770pbzjHe/IW97ylpxzzjk5++yzc9lll232fLNnz86KFSuaf5555pltrhEAAACA3qvQTrqzzjorJ5544maP2XvvvTNy5Mi8+OKLrbY3NDRk2bJlWzSX3A9/+MOsXr06xx9//OseO2HChFx00UWpra1N//792zymf//+m9wHAAAAAO1VaEg3bNiwDBs27HWPmzhxYpYvX54FCxZk3LhxSZL77rsv5XI5EyZMeN3PX3fddfnABz6wRddauHBhdtllFyEcAAAAAF2mW8xJd8ABB2Tq1Kk5+eSTc+2116a+vj4zZ87M9OnTm1d2fe655zJp0qTcdNNNOeyww5o/++STT+aBBx7If//3f2903rvuuitLly7N2972tgwYMCD33HNPvva1r+Xzn/98l90bAAAAAHSLkC5Jbr755sycOTOTJk1KVVVVjjnmmFx11VXN++vr6/PEE09k9erVrT53/fXX541vfGOOPPLIjc7Zt2/fXHPNNTnzzDNTqVSy77775vLLL8/JJ5/c6fcDAAAAAE1KlUqlUnQR3V1NTU0GDx6cFStWZNCgQUWXAwAAAEBBtjYnKnR1VwAAAABASAcAAAAAhRPSAQAAAEDBhHQAAAAAUDAhHQAAAAAUTEgHAAAAAAUT0gEAAABAwYR0AAAAAFAwIR0AAAAAFExIBwAAAAAFE9IBAAAAQMGEdAAAAABQMCEdAAAAABRMSAcAAAAABRPSAQAAAEDBhHQAAAAAUDAhHQAAAAAUTEgHAAAAAAUT0gEAAABAwYR0AAAAAFAwIR0AAAAAFExIBwAAAAAFE9IBAAAAQMGEdAAAAABQMCEdAAAAABRMSAcAAAAABRPSAQAAAEDBhHQAAAAAUDAhHQAAAAAUTEgHAAAAAAUT0gEAAABAwYR0AAAAAFAwIR0AAAAAFExIBwAAAAAFE9IBAAAAQMGEdAAAAABQMCEdAAAAABRMSAcAAAAABRPSAQAAAEDBhHQAAAAAUDAhHQAAAAAUTEgHAAAAAAUT0gEAAABAwYR0AAAAAFAwIR0AAAAAFExIBwAAAAAFE9IBAAAAQMG6TUj31a9+NW9/+9szcODADBkyZIs+U6lUct5552X33XfPDjvskMmTJ+evf/1rq2OWLVuW4447LoMGDcqQIUNy0kknZeXKlZ1wBwAAAADQtm4T0tXV1eWjH/1oPv3pT2/xZ77+9a/nqquuyrXXXpsHH3wwO+64Y6ZMmZI1a9Y0H3Pcccflscceyz333JOf/exneeCBB3LKKad0xi0AAAAAQJtKlUqlUnQR7XHDDTfkjDPOyPLlyzd7XKVSyahRo3LWWWfl85//fJJkxYoVGTFiRG644YZMnz49jz/+eMaOHZvf//73GT9+fJJkzpw5ed/73pdnn302o0aN2qKaampqMnjw4KxYsSKDBg3apvsDAAAAoPva2pyoTyfWVKjFixdnyZIlmTx5cvO2wYMHZ8KECZk/f36mT5+e+fPnZ8iQIc0BXZJMnjw5VVVVefDBB/OhD32ozXPX1tamtra2+f2KFSuSrP0fAQAAAIDeqykfam9fXI8N6ZYsWZIkGTFiRKvtI0aMaN63ZMmSDB8+vNX+Pn36ZOjQoc3HtOXiiy/OBRdcsNH20aNHb2vZAAAAAPQAr776agYPHrzFxxca0p177rm59NJLN3vM448/nv3337+LKtoys2fPzqxZs5rfl8vlLFu2LLvuumtKpVKBlXWMmpqajB49Os8884zhu3QZzx1F8NxRBM8dXc0zRxE8dxTBc0cR2nruKpVKXn311S2eRq1JoSHdWWedlRNPPHGzx+y9995bde6RI0cmSZYuXZrdd9+9efvSpUtz6KGHNh/z4osvtvpcQ0NDli1b1vz5tvTv3z/9+/dvtW1LV5ztTgYNGuSLjS7nuaMInjuK4Lmjq3nmKILnjiJ47ijChs9dezromhQa0g0bNizDhg3rlHPvtddeGTlyZObOndscytXU1OTBBx9sXiF24sSJWb58eRYsWJBx48YlSe67776Uy+VMmDChU+oCAAAAgA1VFV3Alnr66aezcOHCPP3002lsbMzChQuzcOHCrFy5svmY/fffP3fccUeSpFQq5YwzzshXvvKV/PSnP82f//znHH/88Rk1alSmTZuWJDnggAMyderUnHzyyXnooYfym9/8JjNnzsz06dPb3ZIIAAAAAFur2ywccd555+XGG29sfv+Wt7wlSfKrX/0q7373u5MkTzzxRPNKq0ly9tlnZ9WqVTnllFOyfPnyHH744ZkzZ04GDBjQfMzNN9+cmTNnZtKkSamqqsoxxxyTq666qmtuajvVv3//nH/++RsN6YXO5LmjCJ47iuC5o6t55iiC544ieO4oQkc+d6VKe9eDBQAAAAA6VLcZ7goAAAAAPZWQDgAAAAAKJqQDAAAAgIIJ6QAAAACgYEI6NnLNNddkzJgxGTBgQCZMmJCHHnqo6JLowb785S+nVCq1+tl///2LLose5oEHHsjRRx+dUaNGpVQq5c4772y1v1Kp5Lzzzsvuu++eHXbYIZMnT85f//rXYoqlR3i9Z+7EE0/c6Ltv6tSpxRRLj3HxxRfnrW99a3beeecMHz4806ZNyxNPPNHqmDVr1uSzn/1sdt111+y000455phjsnTp0oIqprvbkmfu3e9+90bfd6eeempBFdMT/Pu//3sOPvjgDBo0KIMGDcrEiRPz85//vHm/7zk6w+s9dx31XSeko5Xbb789s2bNyvnnn5+HH344hxxySKZMmZIXX3yx6NLowQ488MC88MILzT+//vWviy6JHmbVqlU55JBDcs0117S5/+tf/3quuuqqXHvttXnwwQez4447ZsqUKVmzZk0XV0pP8XrPXJJMnTq11Xffrbfe2oUV0hPdf//9+exnP5vf/e53ueeee1JfX58jjzwyq1ataj7mzDPPzF133ZUf/OAHuf/++/P888/nwx/+cIFV051tyTOXJCeffHKr77uvf/3rBVVMT/DGN74xl1xySRYsWJA//OEPee9735sPfvCDeeyxx5L4nqNzvN5zl3TMd12pUqlUOrJwurcJEybkrW99a66++uokSblczujRo3Paaafl3HPPLbg6eqIvf/nLufPOO7Nw4cKiS6GXKJVKueOOOzJt2rQka7voRo0albPOOiuf//znkyQrVqzIiBEjcsMNN2T69OkFVktPsOEzl6ztpFu+fPlGHXbQkV566aUMHz48999/f975zndmxYoVGTZsWG655ZZ85CMfSZIsWrQoBxxwQObPn5+3ve1tBVdMd7fhM5es7S459NBDc8UVVxRbHD3a0KFDc9lll+UjH/mI7zm6TNNzd9JJJ3XYd51OOprV1dVlwYIFmTx5cvO2qqqqTJ48OfPnzy+wMnq6v/71rxk1alT23nvvHHfccXn66aeLLoleZPHixVmyZEmr777BgwdnwoQJvvvoVPPmzcvw4cOz33775dOf/nReeeWVokuih1mxYkWStf8nIkkWLFiQ+vr6Vt93+++/f/bYYw/fd3SIDZ+5JjfffHN22223vPnNb87s2bOzevXqIsqjB2psbMxtt92WVatWZeLEib7n6BIbPndNOuK7rk9HFkr39vLLL6exsTEjRoxotX3EiBFZtGhRQVXR002YMCE33HBD9ttvv7zwwgu54IIL8r//9//Oo48+mp133rno8ugFlixZkiRtfvc17YOONnXq1Hz4wx/OXnvtlaeeeipf/OIXc9RRR2X+/Pmprq4uujx6gHK5nDPOOCPveMc78uY3vznJ2u+7fv36ZciQIa2O9X1HR2jrmUuSf/3Xf82ee+6ZUaNG5ZFHHsk555yTJ554Ij/+8Y8LrJbu7s9//nMmTpyYNWvWZKeddsodd9yRsWPHZuHChb7n6DSbeu6SjvuuE9IBhTrqqKOaXx988MGZMGFC9txzz3z/+9/PSSedVGBlAJ2n5TDqgw46KAcffHD22WefzJs3L5MmTSqwMnqKz372s3n00UfN80qX2dQzd8oppzS/Puigg7L77rtn0qRJeeqpp7LPPvt0dZn0EPvtt18WLlyYFStW5Ic//GFOOOGE3H///UWXRQ+3qedu7NixHfZdZ7grzXbbbbdUV1dvtPLN0qVLM3LkyIKqorcZMmRI/umf/ilPPvlk0aXQSzR9v/nuo0h77713dtttN999dIiZM2fmZz/7WX71q1/ljW98Y/P2kSNHpq6uLsuXL291vO87ttWmnrm2TJgwIUl837FN+vXrl3333Tfjxo3LxRdfnEMOOSRXXnml7zk61aaeu7Zs7XedkI5m/fr1y7hx4zJ37tzmbeVyOXPnzm01zho608qVK/PUU09l9913L7oUeom99torI0eObPXdV1NTkwcffNB3H13m2WefzSuvvOK7j21SqVQyc+bM3HHHHbnvvvuy1157tdo/bty49O3bt9X33RNPPJGnn37a9x1b5fWeubY0LRbm+46OVC6XU1tb63uOLtX03LVla7/rDHellVmzZuWEE07I+PHjc9hhh+WKK67IqlWrMmPGjKJLo4f6/Oc/n6OPPjp77rlnnn/++Zx//vmprq7Ov/zLvxRdGj3IypUrW/0t1uLFi7Nw4cIMHTo0e+yxR84444x85StfyZve9Kbstdde+dKXvpRRo0a1Wo0T2mNzz9zQoUNzwQUX5JhjjsnIkSPz1FNP5eyzz86+++6bKVOmFFg13d1nP/vZ3HLLLfnJT36SnXfeuXn+pcGDB2eHHXbI4MGDc9JJJ2XWrFkZOnRoBg0alNNOOy0TJ0604iFb5fWeuaeeeiq33HJL3ve+92XXXXfNI488kjPPPDPvfOc7c/DBBxdcPd3V7Nmzc9RRR2WPPfbIq6++mltuuSXz5s3LL37xC99zdJrNPXcd+l1XgQ18+9vfruyxxx6Vfv36VQ477LDK7373u6JLogc79thjK7vvvnulX79+lTe84Q2VY489tvLkk08WXRY9zK9+9atKko1+TjjhhEqlUqmUy+XKl770pcqIESMq/fv3r0yaNKnyxBNPFFs03drmnrnVq1dXjjzyyMqwYcMqffv2rey5556Vk08+ubJkyZKiy6aba+uZS1L57ne/23zMa6+9VvnMZz5T2WWXXSoDBw6sfOhDH6q88MILxRVNt/Z6z9zTTz9deec731kZOnRopX///pV999238oUvfKGyYsWKYgunW/vkJz9Z2XPPPSv9+vWrDBs2rDJp0qTKL3/5y+b9vufoDJt77jryu65UqVQq25ooAgAAAABbz5x0AAAAAFAwIR0AAAAAFExIBwAAAAAFE9IBAAAAQMGEdAAAAABQMCEdAAAAABRMSAcAAAAABRPSAQAAAEDBhHQAAAAAUDAhHQAAm3XiiSdm2rRpRZcBANCjCekAAAAAoGBCOgAAttrll1+egw46KDvuuGNGjx6dz3zmM1m5cmWrY77zne9k9OjRGThwYD70oQ/l8ssvz5AhQ4opGABgOyWkAwBgq1VVVeWqq67KY489lhtvvDH33Xdfzj777Ob9v/nNb3Lqqafmc5/7XBYuXJgjjjgiX/3qVwusGABg+1SqVCqVoosAAGD7deKJJ2b58uW58847X/fYH/7whzn11FPz8ssvJ0mmT5+elStX5mc/+1nzMR//+Mfzs5/9LMuXL++kigEAuh+ddAAAbLV77703kyZNyhve8IbsvPPO+cQnPpFXXnklq1evTpI88cQTOeyww1p9ZsP3AAAI6QAA2Ep/+9vf8s///M85+OCD86Mf/SgLFizINddckySpq6sruDoAgO6lT9EFAADQPS1YsCDlcjnf/OY3U1W19u9+v//977c6Zr/99svvf//7Vts2fA8AgJAOAIAtsGLFiixcuLDVtt122y319fX59re/naOPPjq/+c1vcu2117Y65rTTTss73/nOXH755Tn66KNz33335ec//3lKpVIXVg8AsP2zcAQAAJt14okn5sYbb9xo+0knnZQDDzwwl112WZYvX553vvOdOe6443L88cfnH//4R4YMGZIk+c53vpMLLrggy5Yty5QpUzJ+/PhcffXVeeGFF7r4TgAAtl9COgAAutTJJ5+cRYsW5f/9v/9XdCkAANsNw10BAOhU3/jGN3LEEUdkxx13zM9//vPceOON+T//5/8UXRYAwHZFJx0AAJ3qYx/7WObNm5dXX301e++9d0477bSceuqpRZcFALBdEdIBAAAAQMGqii4AAAAAAHo7IR0AAAAAFExIBwAAAAAFE9IBAAAAQMGEdAAAAABQMCEdAAAAABRMSAcAAAAABRPSAQAAAEDB/j/2o1+UHsBiLgAAAABJRU5ErkJggg==",
-      "text/plain": [
-       "<Figure size 1500x600 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Partial autocorrelation"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "---\n",
-       "### Mean GISTEMP"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1500x600 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "---\n",
-       "### Mean GCAG"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1500x600 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Fourier Transform<a id='9e789640-c642-4aa4-8e43-c1a7325c24ca'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "---\n",
-       "### Mean GISTEMP"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1500x600 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "---\n",
-       "### Mean GCAG"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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-      "text/plain": [
-       "<Figure size 1500x600 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "## Short-time Fourier Transform<a id='3b08a661-8356-4ce2-bad7-4efc82384692'>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "---\n",
-       "### Mean GISTEMP"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/home/michal/Datamole/edvart/edvart/report_sections/timeseries_analysis/short_time_ft.py:144: UserWarning:\n",
-      "\n",
-      "FixedFormatter should only be used together with FixedLocator\n",
-      "\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 2000x700 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "---\n",
-       "### Mean GCAG"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 2000x700 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "report_ts.show()"
-   ]
-  }
- ],
- "metadata": {
-  "jupytext": {
-   "cell_metadata_filter": "tags,-all",
-   "notebook_metadata_filter": "kernelspec,jupytext"
-  },
-  "kernelspec": {
-   "display_name": "edvart-wpUo52om-py3.11",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.11.3"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/examples/report-example.ipynb b/examples/report-example.ipynb
new file mode 100644
index 0000000..138e583
--- /dev/null
+++ b/examples/report-example.ipynb
@@ -0,0 +1,43953 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "13fbf3d3",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "        <script type=\"text/javascript\">\n",
+       "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
+       "        if (window.MathJax && window.MathJax.Hub && window.MathJax.Hub.Config) {window.MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
+       "        if (typeof require !== 'undefined') {\n",
+       "        require.undef(\"plotly\");\n",
+       "        define('plotly', function(require, exports, module) {\n",
+       "            /**\n",
+       "* plotly.js v2.26.0\n",
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F=e.borderwidth,B=e.borderpad,N=F+B,j=R.append(\"rect\").attr(\"class\",\"bg\").style(\"stroke-width\",F+\"px\").call(u.stroke,e.bordercolor).call(u.fill,e.bgcolor),U=e.width||e.height,V=w._topclips.selectAll(\"#\"+L).data(U?[0]:[]);V.enter().append(\"clipPath\").classed(\"annclip\",!0).attr(\"id\",L).append(\"rect\"),V.exit().remove();var H=e.font,q=w._meta?o.templateString(e.text,w._meta):e.text,G=R.append(\"text\").classed(\"annotation-text\",!0).text(q);k.annotationText?G.call(h.makeEditable,{delegate:R,gd:t}).call(Y).on(\"edit\",(function(r){e.text=r,this.call(Y),S(\"text\",r),y&&y.autorange&&M(y._name+\".autorange\",!0),x&&x.autorange&&M(x._name+\".autorange\",!0),i.call(\"_guiRelayout\",t,E())})):G.call(Y)}else n.selectAll(\"#\"+L).remove();function Z(t){var n={index:r,annotation:e._input,fullAnnotation:e,event:t};return a&&(n.subplotId=a),n}function Y(r){return 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kt,At=function(r,n){O.selectAll(\".annotation-arrow-g\").remove();var l=C.x.head,f=C.y.head,h=C.x.tail+r,p=C.y.tail+n,v=C.x.text+r,b=C.y.text+n,_=o.rotationXYMatrix(P,v,b),w=o.apply2DTransform(_),A=o.apply2DTransform2(_),L=+j.attr(\"width\"),D=+j.attr(\"height\"),z=v-.5*L,F=z+L,B=b-.5*D,N=B+D,U=[[z,B,z,N],[z,N,F,N],[F,N,F,B],[F,B,z,B]].map(A);if(!U.reduce((function(t,e){return t^!!o.segmentsIntersect(l,f,l+1e6,f+1e6,e[0],e[1],e[2],e[3])}),!1)){U.forEach((function(t){var e=o.segmentsIntersect(h,p,l,f,t[0],t[1],t[2],t[3]);e&&(h=e.x,p=e.y)}));var V=e.arrowwidth,H=e.arrowcolor,q=e.arrowside,G=O.append(\"g\").style({opacity:u.opacity(H)}).classed(\"annotation-arrow-g\",!0),Z=G.append(\"path\").attr(\"d\",\"M\"+h+\",\"+p+\"L\"+l+\",\"+f).style(\"stroke-width\",V+\"px\").call(u.stroke,u.rgb(H));if(g(Z,q,e),k.annotationPosition&&Z.node().parentNode&&!a){var Y=l,W=f;if(e.standoff){var X=Math.sqrt(Math.pow(l-h,2)+Math.pow(f-p,2));Y+=e.standoff*(h-l)/X,W+=e.standoff*(p-f)/X}var J,K,$=G.append(\"path\").classed(\"annotation-arrow\",!0).classed(\"anndrag\",!0).classed(\"cursor-move\",!0).attr({d:\"M3,3H-3V-3H3ZM0,0L\"+(h-Y)+\",\"+(p-W),transform:s(Y,W)}).style(\"stroke-width\",V+6+\"px\").call(u.stroke,\"rgba(0,0,0,0)\").call(u.fill,\"rgba(0,0,0,0)\");d.init({element:$.node(),gd:t,prepFn:function(){var t=c.getTranslate(R);J=t.x,K=t.y,y&&y.autorange&&M(y._name+\".autorange\",!0),x&&x.autorange&&M(x._name+\".autorange\",!0)},moveFn:function(t,r){var n=w(J,K),i=n[0]+t,a=n[1]+r;R.call(c.setTranslate,i,a),S(\"x\",m(y,t,\"x\",T,e)),S(\"y\",m(x,r,\"y\",T,e)),e.axref===e.xref&&S(\"ax\",m(y,t,\"ax\",T,e)),e.ayref===e.yref&&S(\"ay\",m(x,r,\"ay\",T,e)),G.attr(\"transform\",s(t,r)),I.attr({transform:\"rotate(\"+P+\",\"+i+\",\"+a+\")\"})},doneFn:function(){i.call(\"_guiRelayout\",t,E());var 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e=t._fullLayout;e._infolayer.selectAll(\".annotation\").remove();for(var r=0;r<e.annotations.length;r++)e.annotations[r].visible&&y(t,r);return a.previousPromises(t)},drawOne:y,drawRaw:x}},13011:function(t,e,r){\"use strict\";var n=r(39898),i=r(7901),a=r(82884),o=r(71828),s=o.strScale,l=o.strRotate,u=o.strTranslate;t.exports=function(t,e,r){var o,c,f,h,p=t.node(),d=a[r.arrowhead||0],v=a[r.startarrowhead||0],g=(r.arrowwidth||1)*(r.arrowsize||1),y=(r.arrowwidth||1)*(r.startarrowsize||1),m=e.indexOf(\"start\")>=0,x=e.indexOf(\"end\")>=0,b=d.backoff*g+r.standoff,_=v.backoff*y+r.startstandoff;if(\"line\"===p.nodeName){o={x:+t.attr(\"x1\"),y:+t.attr(\"y1\")},c={x:+t.attr(\"x2\"),y:+t.attr(\"y2\")};var w=o.x-c.x,T=o.y-c.y;if(h=(f=Math.atan2(T,w))+Math.PI,b&&_&&b+_>Math.sqrt(w*w+T*T))return void D();if(b){if(b*b>w*w+T*T)return void D();var k=b*Math.cos(f),A=b*Math.sin(f);c.x+=k,c.y+=A,t.attr({x2:c.x,y2:c.y})}if(_){if(_*_>w*w+T*T)return void D();var 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n=r(92605),i=r(44317);t.exports={moduleType:\"component\",name:\"annotations\",layoutAttributes:r(50215),supplyLayoutDefaults:r(84046),includeBasePlot:r(76325)(\"annotations\"),calcAutorange:r(3749),draw:n.draw,drawOne:n.drawOne,drawRaw:n.drawRaw,hasClickToShow:i.hasClickToShow,onClick:i.onClick,convertCoords:r(94128)}},26997:function(t,e,r){\"use strict\";var n=r(50215),i=r(30962).overrideAll,a=r(44467).templatedArray;t.exports=i(a(\"annotation\",{visible:n.visible,x:{valType:\"any\"},y:{valType:\"any\"},z:{valType:\"any\"},ax:{valType:\"number\"},ay:{valType:\"number\"},xanchor:n.xanchor,xshift:n.xshift,yanchor:n.yanchor,yshift:n.yshift,text:n.text,textangle:n.textangle,font:n.font,width:n.width,height:n.height,opacity:n.opacity,align:n.align,valign:n.valign,bgcolor:n.bgcolor,bordercolor:n.bordercolor,borderpad:n.borderpad,borderwidth:n.borderwidth,showarrow:n.showarrow,arrowcolor:n.arrowcolor,arrowhead:n.arrowhead,startarrowhead:n.startarrowhead,arrowside:n.arrowside,arrowsize:n.arrowsize,startarrowsize:n.startarrowsize,arrowwidth:n.arrowwidth,standoff:n.standoff,startstandoff:n.startstandoff,hovertext:n.hovertext,hoverlabel:n.hoverlabel,captureevents:n.captureevents}),\"calc\",\"from-root\")},5485:function(t,e,r){\"use strict\";var n=r(71828),i=r(89298);function a(t,e){var r=e.fullSceneLayout.domain,a=e.fullLayout._size,o={pdata:null,type:\"linear\",autorange:!1,range:[-1/0,1/0]};t._xa={},n.extendFlat(t._xa,o),i.setConvert(t._xa),t._xa._offset=a.l+r.x[0]*a.w,t._xa.l2p=function(){return.5*(1+t._pdata[0]/t._pdata[3])*a.w*(r.x[1]-r.x[0])},t._ya={},n.extendFlat(t._ya,o),i.setConvert(t._ya),t._ya._offset=a.t+(1-r.y[1])*a.h,t._ya.l2p=function(){return.5*(1-t._pdata[1]/t._pdata[3])*a.h*(r.y[1]-r.y[0])}}t.exports=function(t){for(var e=t.fullSceneLayout.annotations,r=0;r<e.length;r++)a(e[r],t);t.fullLayout._infolayer.selectAll(\".annotation-\"+t.id).remove()}},20226:function(t,e,r){\"use strict\";var n=r(71828),i=r(89298),a=r(85501),o=r(25625),s=r(26997);function l(t,e,r,a){function l(r,i){return n.coerce(t,e,s,r,i)}function u(t){var n=t+\"axis\",a={_fullLayout:{}};return a._fullLayout[n]=r[n],i.coercePosition(e,a,l,t,t,.5)}l(\"visible\")&&(o(t,e,a.fullLayout,l),u(\"x\"),u(\"y\"),u(\"z\"),n.noneOrAll(t,e,[\"x\",\"y\",\"z\"]),e.xref=\"x\",e.yref=\"y\",e.zref=\"z\",l(\"xanchor\"),l(\"yanchor\"),l(\"xshift\"),l(\"yshift\"),e.showarrow&&(e.axref=\"pixel\",e.ayref=\"pixel\",l(\"ax\",-10),l(\"ay\",-30),n.noneOrAll(t,e,[\"ax\",\"ay\"])))}t.exports=function(t,e,r){a(t,e,{name:\"annotations\",handleItemDefaults:l,fullLayout:r.fullLayout})}},82188:function(t,e,r){\"use strict\";var n=r(92605).drawRaw,i=r(63538),a=[\"x\",\"y\",\"z\"];t.exports=function(t){for(var e=t.fullSceneLayout,r=t.dataScale,o=e.annotations,s=0;s<o.length;s++){for(var l=o[s],u=!1,c=0;c<3;c++){var f=a[c],h=l[f],p=e[f+\"axis\"].r2fraction(h);if(p<0||p>1){u=!0;break}}u?t.fullLayout._infolayer.select(\".annotation-\"+t.id+'[data-index=\"'+s+'\"]').remove():(l._pdata=i(t.glplot.cameraParams,[e.xaxis.r2l(l.x)*r[0],e.yaxis.r2l(l.y)*r[1],e.zaxis.r2l(l.z)*r[2]]),n(t.graphDiv,l,s,t.id,l._xa,l._ya))}}},2468:function(t,e,r){\"use strict\";var n=r(73972),i=r(71828);t.exports={moduleType:\"component\",name:\"annotations3d\",schema:{subplots:{scene:{annotations:r(26997)}}},layoutAttributes:r(26997),handleDefaults:r(20226),includeBasePlot:function(t,e){var r=n.subplotsRegistry.gl3d;if(r)for(var a=r.attrRegex,o=Object.keys(t),s=0;s<o.length;s++){var l=o[s];a.test(l)&&(t[l].annotations||[]).length&&(i.pushUnique(e._basePlotModules,r),i.pushUnique(e._subplots.gl3d,l))}},convert:r(5485),draw:r(82188)}},7561:function(t,e,r){\"use 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n=l(t*f*.8,2),i=l(.8*t,2),a=l(1.6*t,2),o=l(4*t,2),s=\"A \"+o+\",\"+o+\" 0 0 1 \";return g(e,r,\"M-\"+n+\",\"+i+s+n+\",\"+i+s+\"0,-\"+a+s+\"-\"+n+\",\"+i+\"Z\")}},\"star-triangle-down\":{n:20,f:function(t,e,r){if(v(e))return u;var n=l(t*f*.8,2),i=l(.8*t,2),a=l(1.6*t,2),o=l(4*t,2),s=\"A \"+o+\",\"+o+\" 0 0 1 \";return g(e,r,\"M\"+n+\",-\"+i+s+\"-\"+n+\",-\"+i+s+\"0,\"+a+s+n+\",-\"+i+\"Z\")}},\"star-square\":{n:21,f:function(t,e,r){if(v(e))return u;var n=l(1.1*t,2),i=l(2*t,2),a=\"A \"+i+\",\"+i+\" 0 0 1 \";return g(e,r,\"M-\"+n+\",-\"+n+a+\"-\"+n+\",\"+n+a+n+\",\"+n+a+n+\",-\"+n+a+\"-\"+n+\",-\"+n+\"Z\")}},\"star-diamond\":{n:22,f:function(t,e,r){if(v(e))return u;var n=l(1.4*t,2),i=l(1.9*t,2),a=\"A \"+i+\",\"+i+\" 0 0 1 \";return g(e,r,\"M-\"+n+\",0\"+a+\"0,\"+n+a+n+\",0\"+a+\"0,-\"+n+a+\"-\"+n+\",0Z\")}},\"diamond-tall\":{n:23,f:function(t,e,r){if(v(e))return u;var n=l(.7*t,2),i=l(1.4*t,2);return g(e,r,\"M0,\"+i+\"L\"+n+\",0L0,-\"+i+\"L-\"+n+\",0Z\")}},\"diamond-wide\":{n:24,f:function(t,e,r){if(v(e))return u;var n=l(1.4*t,2),i=l(.7*t,2);return g(e,r,\"M0,\"+i+\"L\"+n+\",0L0,-\"+i+\"L-\"+n+\",0Z\")}},hourglass:{n:25,f:function(t,e,r){if(v(e))return u;var n=l(t,2);return g(e,r,\"M\"+n+\",\"+n+\"H-\"+n+\"L\"+n+\",-\"+n+\"H-\"+n+\"Z\")},noDot:!0},bowtie:{n:26,f:function(t,e,r){if(v(e))return u;var n=l(t,2);return g(e,r,\"M\"+n+\",\"+n+\"V-\"+n+\"L-\"+n+\",\"+n+\"V-\"+n+\"Z\")},noDot:!0},\"circle-cross\":{n:27,f:function(t,e,r){if(v(e))return u;var n=l(t,2);return g(e,r,\"M0,\"+n+\"V-\"+n+\"M\"+n+\",0H-\"+n+\"M\"+n+\",0A\"+n+\",\"+n+\" 0 1,1 0,-\"+n+\"A\"+n+\",\"+n+\" 0 0,1 \"+n+\",0Z\")},needLine:!0,noDot:!0},\"circle-x\":{n:28,f:function(t,e,r){if(v(e))return u;var n=l(t,2),i=l(t/c,2);return g(e,r,\"M\"+i+\",\"+i+\"L-\"+i+\",-\"+i+\"M\"+i+\",-\"+i+\"L-\"+i+\",\"+i+\"M\"+n+\",0A\"+n+\",\"+n+\" 0 1,1 0,-\"+n+\"A\"+n+\",\"+n+\" 0 0,1 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ot,st,lt,ut,ct=d.select(\"g.legend\"),ft=H(r,ct.node()),ht=ft.width+2*S,pt=ft.height+2*S,dt=W[0],vt=(dt.x0+dt.x1)/2,gt=(dt.y0+dt.y1)/2,yt=!(g.traceIs(dt.trace,\"bar-like\")||g.traceIs(dt.trace,\"box-violin\"));\"y\"===P?yt?(st=gt-S,ot=gt+S):(st=Math.min.apply(null,W.map((function(t){return Math.min(t.y0,t.y1)}))),ot=Math.max.apply(null,W.map((function(t){return Math.max(t.y0,t.y1)})))):st=ot=o.mean(W.map((function(t){return(t.y0+t.y1)/2})))-pt/2,\"x\"===P?yt?(lt=vt+S,ut=vt-S):(lt=Math.max.apply(null,W.map((function(t){return Math.max(t.x0,t.x1)}))),ut=Math.min.apply(null,W.map((function(t){return Math.min(t.x0,t.x1)})))):lt=ut=o.mean(W.map((function(t){return(t.x0+t.x1)/2})))-ht/2;var mt,xt,bt=E._offset,_t=L._offset;return ut+=bt-ht,st+=_t-pt,mt=(lt+=bt)+ht<B&&lt>=0?lt:ut+ht<B&&ut>=0?ut:bt+ht<B?bt:lt-vt<vt-ut+ht?B-ht:0,mt+=S,xt=(ot+=_t)+pt<N&&ot>=0?ot:st+pt<N&&st>=0?st:_t+pt<N?_t:ot-gt<gt-st+pt?N-pt:0,xt+=S,ct.attr(\"transform\",s(mt-1,xt-1)),ct}var wt=d.selectAll(\"g.hovertext\").data(t,(function(t){return C(t)}));return wt.enter().append(\"g\").classed(\"hovertext\",!0).each((function(){var t=n.select(this);t.append(\"rect\").call(p.fill,p.addOpacity(f,.8)),t.append(\"text\").classed(\"name\",!0),t.append(\"path\").style(\"stroke-width\",\"1px\"),t.append(\"text\").classed(\"nums\",!0).call(h.font,T,k)})),wt.exit().remove(),wt.each((function(t){var e=n.select(this).attr(\"transform\",\"\"),o=t.color;Array.isArray(o)&&(o=o[t.eventData[0].pointNumber]);var d=t.bgcolor||o,v=p.combine(p.opacity(d)?d:p.defaultLine,f),g=p.combine(p.opacity(o)?o:p.defaultLine,f),y=t.borderColor||p.contrast(v),m=I(t,j,a,i,D,e),x=m[0],b=m[1],w=e.select(\"text.nums\").call(h.font,t.fontFamily||T,t.fontSize||k,t.fontColor||y).text(x).attr(\"data-notex\",1).call(c.positionText,0,0).call(c.convertToTspans,r),A=e.select(\"text.name\"),E=0,L=0;if(b&&b!==x){A.call(h.font,t.fontFamily||T,t.fontSize||k,g).text(b).attr(\"data-notex\",1).call(c.positionText,0,0).call(c.convertToTspans,r);var C=H(r,A.node());E=C.width+2*S,L=C.height+2*S}else A.remove(),e.select(\"rect\").remove();e.select(\"path\").style({fill:v,stroke:y});var P=t.xa._offset+(t.x0+t.x1)/2,O=t.ya._offset+(t.y0+t.y1)/2,z=Math.abs(t.x1-t.x0),R=Math.abs(t.y1-t.y0),U=H(r,w.node()),V=U.width/i._invScaleX,q=U.height/i._invScaleY;t.ty0=(F-U.top)/i._invScaleY,t.bx=V+2*S,t.by=Math.max(q+2*S,L),t.anchor=\"start\",t.txwidth=V,t.tx2width=E,t.offset=0;var 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n,i,o=r.container,s=r.fullLayout,l=s._size,u=r.event,c=!!e.hLinePoint,f=!!e.vLinePoint;if(o.selectAll(\".spikeline\").remove(),f||c){var d=p.combine(s.plot_bgcolor,s.paper_bgcolor);if(c){var g,y,m=e.hLinePoint;n=m&&m.xa,\"cursor\"===(i=m&&m.ya).spikesnap?(g=u.pointerX,y=u.pointerY):(g=n._offset+m.x,y=i._offset+m.y);var x,b,_=a.readability(m.color,d)<1.5?p.contrast(d):m.color,w=i.spikemode,T=i.spikethickness,k=i.spikecolor||_,A=v.getPxPosition(t,i);if(-1!==w.indexOf(\"toaxis\")||-1!==w.indexOf(\"across\")){if(-1!==w.indexOf(\"toaxis\")&&(x=A,b=g),-1!==w.indexOf(\"across\")){var 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n=r(85555),i=r(44467).templatedArray;r(24695),t.exports=i(\"image\",{visible:{valType:\"boolean\",dflt:!0,editType:\"arraydraw\"},source:{valType:\"string\",editType:\"arraydraw\"},layer:{valType:\"enumerated\",values:[\"below\",\"above\"],dflt:\"above\",editType:\"arraydraw\"},sizex:{valType:\"number\",dflt:0,editType:\"arraydraw\"},sizey:{valType:\"number\",dflt:0,editType:\"arraydraw\"},sizing:{valType:\"enumerated\",values:[\"fill\",\"contain\",\"stretch\"],dflt:\"contain\",editType:\"arraydraw\"},opacity:{valType:\"number\",min:0,max:1,dflt:1,editType:\"arraydraw\"},x:{valType:\"any\",dflt:0,editType:\"arraydraw\"},y:{valType:\"any\",dflt:0,editType:\"arraydraw\"},xanchor:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],dflt:\"left\",editType:\"arraydraw\"},yanchor:{valType:\"enumerated\",values:[\"top\",\"middle\",\"bottom\"],dflt:\"top\",editType:\"arraydraw\"},xref:{valType:\"enumerated\",values:[\"paper\",n.idRegex.x.toString()],dflt:\"paper\",editType:\"arraydraw\"},yref:{valType:\"enumerated\",values:[\"paper\",n.idRegex.y.toString()],dflt:\"paper\",editType:\"arraydraw\"},editType:\"arraydraw\"})},75378:function(t,e,r){\"use 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b=Object.keys(l._plots);for(r=0;r<b.length;r++){e=b[r];var _=l._plots[e];if(_.imagelayer){var w=_.imagelayer.selectAll(\"image\").data(c[e]||[]);w.enter().append(\"image\"),w.exit().remove(),w.each((function(t){g.bind(this)(t),y.bind(this)(t)}))}}}},68804:function(t,e,r){\"use strict\";t.exports={moduleType:\"component\",name:\"images\",layoutAttributes:r(69819),supplyLayoutDefaults:r(81603),includeBasePlot:r(76325)(\"images\"),draw:r(80750),convertCoords:r(75378)}},33030:function(t,e,r){\"use strict\";var n=r(41940),i=r(22399);t.exports={_isSubplotObj:!0,visible:{valType:\"boolean\",dflt:!0,editType:\"legend\"},bgcolor:{valType:\"color\",editType:\"legend\"},bordercolor:{valType:\"color\",dflt:i.defaultLine,editType:\"legend\"},borderwidth:{valType:\"number\",min:0,dflt:0,editType:\"legend\"},font:n({editType:\"legend\"}),grouptitlefont:n({editType:\"legend\"}),orientation:{valType:\"enumerated\",values:[\"v\",\"h\"],dflt:\"v\",editType:\"legend\"},traceorder:{valType:\"flaglist\",flags:[\"reversed\",\"grouped\"],extras:[\"normal\"],editType:\"legend\"},tracegroupgap:{valType:\"number\",min:0,dflt:10,editType:\"legend\"},entrywidth:{valType:\"number\",min:0,editType:\"legend\"},entrywidthmode:{valType:\"enumerated\",values:[\"fraction\",\"pixels\"],dflt:\"pixels\",editType:\"legend\"},itemsizing:{valType:\"enumerated\",values:[\"trace\",\"constant\"],dflt:\"trace\",editType:\"legend\"},itemwidth:{valType:\"number\",min:30,dflt:30,editType:\"legend\"},itemclick:{valType:\"enumerated\",values:[\"toggle\",\"toggleothers\",!1],dflt:\"toggle\",editType:\"legend\"},itemdoubleclick:{valType:\"enumerated\",values:[\"toggle\",\"toggleothers\",!1],dflt:\"toggleothers\",editType:\"legend\"},groupclick:{valType:\"enumerated\",values:[\"toggleitem\",\"togglegroup\"],dflt:\"togglegroup\",editType:\"legend\"},x:{valType:\"number\",editType:\"legend\"},xref:{valType:\"enumerated\",dflt:\"paper\",values:[\"container\",\"paper\"],editType:\"layoutstyle\"},xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"left\",editType:\"legend\"},y:{valType:\"number\",editType:\"legend\"},yref:{valType:\"enumerated\",dflt:\"paper\",values:[\"container\",\"paper\"],editType:\"layoutstyle\"},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],editType:\"legend\"},uirevision:{valType:\"any\",editType:\"none\"},valign:{valType:\"enumerated\",values:[\"top\",\"middle\",\"bottom\"],dflt:\"middle\",editType:\"legend\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"legend\"},font:n({editType:\"legend\"}),side:{valType:\"enumerated\",values:[\"top\",\"left\",\"top 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A=v._isShape;(v.showlegend||v._dfltShowLegend&&!(v._module&&v._module.attributes&&v._module.attributes.showlegend&&!1===v._module.attributes.showlegend.dflt))&&(x++,v.showlegend&&(b=!0,(!A&&n.traceIs(v,\"pie-like\")||!0===v._input.showlegend)&&x++),i.coerceFont(g,\"legendgrouptitle.font\",m)),(!A&&n.traceIs(v,\"bar\")&&\"stack\"===r.barmode||-1!==[\"tonextx\",\"tonexty\"].indexOf(v.fill))&&(_=u.isGrouped({traceorder:_})?\"grouped+reversed\":\"reversed\"),void 0!==v.legendgroup&&\"\"!==v.legendgroup&&(_=u.isReversed({traceorder:_})?\"reversed+grouped\":\"grouped\")}var M=i.coerce(e,r,l,\"showlegend\",b&&x>(\"legend\"===t?1:0));if(!1===M&&(r[t]=void 0),(!1!==M||f.uirevision)&&(p(\"uirevision\",r.uirevision),!1!==M)){p(\"borderwidth\");var 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t.showlegend})),y=v.concat(g),m=d.trace;m._isShape&&(m=m._fullInput);var x,b,_,w,T,k=m.legendgroup,A={},M=[],S=[],E=[],L=(s.shapes||[]).map((function(t){return t._input})),C=!1,P=m.legend,O=m._fullInput;if(O&&O._isShape||!n.traceIs(m,\"pie-like\")){var I,D=k&&k.length,z=[];if(D)for(x=0;x<y.length;x++)(I=y[x]).visible&&I.legendgroup===k&&z.push(x);if(\"toggle\"===l){var R;switch(m.visible){case!0:R=\"legendonly\";break;case!1:R=!1;break;case\"legendonly\":R=!0}if(D)if(h)for(x=0;x<y.length;x++){var F=y[x];!1!==F.visible&&F.legendgroup===k&&tt(F,R)}else tt(m,R);else tt(m,R)}else if(\"toggleothers\"===l){var 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u(t,\"Pan\")},attr:\"dragmode\",val:\"pan\",icon:o.pan,click:f},c.select2d={name:\"select2d\",_cat:\"select\",title:function(t){return u(t,\"Box Select\")},attr:\"dragmode\",val:\"select\",icon:o.selectbox,click:f},c.lasso2d={name:\"lasso2d\",_cat:\"lasso\",title:function(t){return u(t,\"Lasso Select\")},attr:\"dragmode\",val:\"lasso\",icon:o.lasso,click:f},c.drawclosedpath={name:\"drawclosedpath\",title:function(t){return u(t,\"Draw closed freeform\")},attr:\"dragmode\",val:\"drawclosedpath\",icon:o.drawclosedpath,click:f},c.drawopenpath={name:\"drawopenpath\",title:function(t){return u(t,\"Draw open freeform\")},attr:\"dragmode\",val:\"drawopenpath\",icon:o.drawopenpath,click:f},c.drawline={name:\"drawline\",title:function(t){return u(t,\"Draw line\")},attr:\"dragmode\",val:\"drawline\",icon:o.drawline,click:f},c.drawrect={name:\"drawrect\",title:function(t){return u(t,\"Draw rectangle\")},attr:\"dragmode\",val:\"drawrect\",icon:o.drawrect,click:f},c.drawcircle={name:\"drawcircle\",title:function(t){return u(t,\"Draw circle\")},attr:\"dragmode\",val:\"drawcircle\",icon:o.drawcircle,click:f},c.eraseshape={name:\"eraseshape\",title:function(t){return u(t,\"Erase active shape\")},icon:o.eraseshape,click:s},c.zoomIn2d={name:\"zoomIn2d\",_cat:\"zoomin\",title:function(t){return u(t,\"Zoom in\")},attr:\"zoom\",val:\"in\",icon:o.zoom_plus,click:f},c.zoomOut2d={name:\"zoomOut2d\",_cat:\"zoomout\",title:function(t){return u(t,\"Zoom out\")},attr:\"zoom\",val:\"out\",icon:o.zoom_minus,click:f},c.autoScale2d={name:\"autoScale2d\",_cat:\"autoscale\",title:function(t){return u(t,\"Autoscale\")},attr:\"zoom\",val:\"auto\",icon:o.autoscale,click:f},c.resetScale2d={name:\"resetScale2d\",_cat:\"resetscale\",title:function(t){return u(t,\"Reset axes\")},attr:\"zoom\",val:\"reset\",icon:o.home,click:f},c.hoverClosestCartesian={name:\"hoverClosestCartesian\",_cat:\"hoverclosest\",title:function(t){return u(t,\"Show closest data on hover\")},attr:\"hovermode\",val:\"closest\",icon:o.tooltip_basic,gravity:\"ne\",click:f},c.hoverCompareCartesian={name:\"hoverCompareCartesian\",_cat:\"hoverCompare\",title:function(t){return u(t,\"Compare data on hover\")},attr:\"hovermode\",val:function(t){return t._fullLayout._isHoriz?\"y\":\"x\"},icon:o.tooltip_compare,gravity:\"ne\",click:f},c.zoom3d={name:\"zoom3d\",_cat:\"zoom\",title:function(t){return u(t,\"Zoom\")},attr:\"scene.dragmode\",val:\"zoom\",icon:o.zoombox,click:h},c.pan3d={name:\"pan3d\",_cat:\"pan\",title:function(t){return u(t,\"Pan\")},attr:\"scene.dragmode\",val:\"pan\",icon:o.pan,click:h},c.orbitRotation={name:\"orbitRotation\",title:function(t){return u(t,\"Orbital rotation\")},attr:\"scene.dragmode\",val:\"orbit\",icon:o[\"3d_rotate\"],click:h},c.tableRotation={name:\"tableRotation\",title:function(t){return u(t,\"Turntable rotation\")},attr:\"scene.dragmode\",val:\"turntable\",icon:o[\"z-axis\"],click:h},c.resetCameraDefault3d={name:\"resetCameraDefault3d\",_cat:\"resetCameraDefault\",title:function(t){return u(t,\"Reset camera to default\")},attr:\"resetDefault\",icon:o.home,click:p},c.resetCameraLastSave3d={name:\"resetCameraLastSave3d\",_cat:\"resetCameraLastSave\",title:function(t){return u(t,\"Reset camera to last save\")},attr:\"resetLastSave\",icon:o.movie,click:p},c.hoverClosest3d={name:\"hoverClosest3d\",_cat:\"hoverclosest\",title:function(t){return u(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:null,toggle:!0,icon:o.tooltip_basic,gravity:\"ne\",click:function(t,e){var r=d(t,e);n.call(\"_guiRelayout\",t,r)}},c.zoomInGeo={name:\"zoomInGeo\",_cat:\"zoomin\",title:function(t){return u(t,\"Zoom in\")},attr:\"zoom\",val:\"in\",icon:o.zoom_plus,click:v},c.zoomOutGeo={name:\"zoomOutGeo\",_cat:\"zoomout\",title:function(t){return u(t,\"Zoom out\")},attr:\"zoom\",val:\"out\",icon:o.zoom_minus,click:v},c.resetGeo={name:\"resetGeo\",_cat:\"reset\",title:function(t){return u(t,\"Reset\")},attr:\"reset\",val:null,icon:o.autoscale,click:v},c.hoverClosestGeo={name:\"hoverClosestGeo\",_cat:\"hoverclosest\",title:function(t){return u(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:null,toggle:!0,icon:o.tooltip_basic,gravity:\"ne\",click:y},c.hoverClosestGl2d={name:\"hoverClosestGl2d\",_cat:\"hoverclosest\",title:function(t){return u(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:null,toggle:!0,icon:o.tooltip_basic,gravity:\"ne\",click:y},c.hoverClosestPie={name:\"hoverClosestPie\",_cat:\"hoverclosest\",title:function(t){return u(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:\"closest\",icon:o.tooltip_basic,gravity:\"ne\",click:y},c.resetViewSankey={name:\"resetSankeyGroup\",title:function(t){return u(t,\"Reset view\")},icon:o.home,click:function(t){for(var e={\"node.groups\":[],\"node.x\":[],\"node.y\":[]},r=0;r<t._fullData.length;r++){var i=t._fullData[r]._viewInitial;e[\"node.groups\"].push(i.node.groups.slice()),e[\"node.x\"].push(i.node.x.slice()),e[\"node.y\"].push(i.node.y.slice())}n.call(\"restyle\",t,e)}},c.toggleHover={name:\"toggleHover\",title:function(t){return u(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:null,toggle:!0,icon:o.tooltip_basic,gravity:\"ne\",click:function(t,e){var r=d(t,e);r.hovermode=g(t),n.call(\"_guiRelayout\",t,r)}},c.resetViews={name:\"resetViews\",title:function(t){return u(t,\"Reset views\")},icon:o.home,click:function(t,e){var r=e.currentTarget;r.setAttribute(\"data-attr\",\"zoom\"),r.setAttribute(\"data-val\",\"reset\"),f(t,e),r.setAttribute(\"data-attr\",\"resetLastSave\"),p(t,e),x(t,\"geo\"),x(t,\"mapbox\")}},c.toggleSpikelines={name:\"toggleSpikelines\",title:function(t){return u(t,\"Toggle Spike Lines\")},icon:o.spikeline,attr:\"_cartesianSpikesEnabled\",val:\"on\",click:function(t){var e=t._fullLayout,r=e._cartesianSpikesEnabled;e._cartesianSpikesEnabled=\"on\"===r?\"off\":\"on\",n.call(\"_guiRelayout\",t,function(t){for(var e=\"on\"===t._fullLayout._cartesianSpikesEnabled,r=a.list(t,null,!0),n={},i=0;i<r.length;i++){var o=r[i];n[o._name+\".showspikes\"]=!!e||o._showSpikeInitial}return n}(t))}},c.resetViewMapbox={name:\"resetViewMapbox\",_cat:\"resetView\",title:function(t){return u(t,\"Reset view\")},attr:\"reset\",icon:o.home,click:function(t){x(t,\"mapbox\")}},c.zoomInMapbox={name:\"zoomInMapbox\",_cat:\"zoomin\",title:function(t){return u(t,\"Zoom in\")},attr:\"zoom\",val:\"in\",icon:o.zoom_plus,click:m},c.zoomOutMapbox={name:\"zoomOutMapbox\",_cat:\"zoomout\",title:function(t){return u(t,\"Zoom out\")},attr:\"zoom\",val:\"out\",icon:o.zoom_minus,click:m}},93348:function(t,e,r){\"use strict\";var n=r(26023),i=Object.keys(n),a=[\"drawline\",\"drawopenpath\",\"drawclosedpath\",\"drawcircle\",\"drawrect\",\"eraseshape\"],o=[\"v1hovermode\",\"hoverclosest\",\"hovercompare\",\"togglehover\",\"togglespikelines\"].concat(a),s=[];i.forEach((function(t){!function(t){if(-1===o.indexOf(t._cat||t.name)){var e=t.name,r=(t._cat||t.name).toLowerCase();-1===s.indexOf(e)&&s.push(e),-1===s.indexOf(r)&&s.push(r)}}(n[t])})),s.sort(),t.exports={DRAW_MODES:a,backButtons:o,foreButtons:s}},35750:function(t,e,r){\"use strict\";var n=r(71828),i=r(7901),a=r(44467),o=r(42068);t.exports=function(t,e){var r=t.modebar||{},s=a.newContainer(e,\"modebar\");function l(t,e){return n.coerce(r,s,o,t,e)}l(\"orientation\"),l(\"bgcolor\",i.addOpacity(e.paper_bgcolor,.5));var u=i.contrast(i.rgb(e.modebar.bgcolor));l(\"color\",i.addOpacity(u,.3)),l(\"activecolor\",i.addOpacity(u,.7)),l(\"uirevision\",e.uirevision),l(\"add\"),l(\"remove\")}},64168:function(t,e,r){\"use strict\";t.exports={moduleType:\"component\",name:\"modebar\",layoutAttributes:r(42068),supplyLayoutDefaults:r(35750),manage:r(14192)}},14192:function(t,e,r){\"use strict\";var n=r(41675),i=r(34098),a=r(73972),o=r(23469).isUnifiedHover,s=r(37676),l=r(26023),u=r(93348).DRAW_MODES,c=r(71828).extendDeep;t.exports=function(t){var e=t._fullLayout,r=t._context,f=e._modeBar;if(r.displayModeBar||r.watermark){if(!Array.isArray(r.modeBarButtonsToRemove))throw new Error([\"*modeBarButtonsToRemove* configuration options\",\"must be an array.\"].join(\" \"));if(!Array.isArray(r.modeBarButtonsToAdd))throw new Error([\"*modeBarButtonsToAdd* configuration options\",\"must be an array.\"].join(\" \"));var h,p=r.modeBarButtons;h=Array.isArray(p)&&p.length?function(t){for(var e=c([],t),r=0;r<e.length;r++)for(var n=e[r],i=0;i<n.length;i++){var a=n[i];if(\"string\"==typeof a){if(void 0===l[a])throw new Error([\"*modeBarButtons* configuration options\",\"invalid button name\"].join(\" \"));e[r][i]=l[a]}}return e}(p):!r.displayModeBar&&r.watermark?[]:function(t){var e=t._fullLayout,r=t._fullData,s=t._context;function c(t,e){if(\"string\"==typeof e){if(e.toLowerCase()===t.toLowerCase())return!0}else{var r=e.name,n=e._cat||e.name;if(r===t||n===t.toLowerCase())return!0}return!1}var f=e.modebar.add;\"string\"==typeof f&&(f=[f]);var h=e.modebar.remove;\"string\"==typeof h&&(h=[h]);var p=s.modeBarButtonsToAdd.concat(f.filter((function(t){for(var e=0;e<s.modeBarButtonsToRemove.length;e++)if(c(t,s.modeBarButtonsToRemove[e]))return!1;return!0}))),d=s.modeBarButtonsToRemove.concat(h.filter((function(t){for(var e=0;e<s.modeBarButtonsToAdd.length;e++)if(c(t,s.modeBarButtonsToAdd[e]))return!1;return!0}))),v=e._has(\"cartesian\"),g=e._has(\"gl3d\"),y=e._has(\"geo\"),m=e._has(\"pie\"),x=e._has(\"funnelarea\"),b=e._has(\"gl2d\"),_=e._has(\"ternary\"),w=e._has(\"mapbox\"),T=e._has(\"polar\"),k=e._has(\"smith\"),A=e._has(\"sankey\"),M=function(t){for(var e=n.list({_fullLayout:t},null,!0),r=0;r<e.length;r++)if(!e[r].fixedrange)return!1;return!0}(e),S=o(e.hovermode),E=[];function L(t){if(t.length){for(var e=[],r=0;r<t.length;r++){for(var n=t[r],i=l[n],a=i.name.toLowerCase(),o=(i._cat||i.name).toLowerCase(),s=!1,u=0;u<d.length;u++){var c=d[u].toLowerCase();if(c===a||c===o){s=!0;break}}s||e.push(l[n])}E.push(e)}}var C=[\"toImage\"];s.showEditInChartStudio?C.push(\"editInChartStudio\"):s.showSendToCloud&&C.push(\"sendDataToCloud\"),L(C);var P=[],O=[],I=[],D=[];(v||b||m||x||_)+y+g+w+T+k>1?(O=[\"toggleHover\"],I=[\"resetViews\"]):y?(P=[\"zoomInGeo\",\"zoomOutGeo\"],O=[\"hoverClosestGeo\"],I=[\"resetGeo\"]):g?(O=[\"hoverClosest3d\"],I=[\"resetCameraDefault3d\",\"resetCameraLastSave3d\"]):w?(P=[\"zoomInMapbox\",\"zoomOutMapbox\"],O=[\"toggleHover\"],I=[\"resetViewMapbox\"]):b?O=[\"hoverClosestGl2d\"]:m?O=[\"hoverClosestPie\"]:A?(O=[\"hoverClosestCartesian\",\"hoverCompareCartesian\"],I=[\"resetViewSankey\"]):O=[\"toggleHover\"],v&&(O=[\"toggleSpikelines\",\"hoverClosestCartesian\",\"hoverCompareCartesian\"]),(function(t){for(var e=0;e<t.length;e++)if(!a.traceIs(t[e],\"noHover\"))return!1;return!0}(r)||S)&&(O=[]),!v&&!b||M||(P=[\"zoomIn2d\",\"zoomOut2d\",\"autoScale2d\"],\"resetViews\"!==I[0]&&(I=[\"resetScale2d\"])),g?D=[\"zoom3d\",\"pan3d\",\"orbitRotation\",\"tableRotation\"]:(v||b)&&!M||_?D=[\"zoom2d\",\"pan2d\"]:w||y?D=[\"pan2d\"]:T&&(D=[\"zoom2d\"]),function(t){for(var e=!1,r=0;r<t.length&&!e;r++){var n=t[r];n._module&&n._module.selectPoints&&(a.traceIs(n,\"scatter-like\")?(i.hasMarkers(n)||i.hasText(n))&&(e=!0):a.traceIs(n,\"box-violin\")&&\"all\"!==n.boxpoints&&\"all\"!==n.points||(e=!0))}return e}(r)&&D.push(\"select2d\",\"lasso2d\");var z=[],R=function(t){-1===z.indexOf(t)&&-1!==O.indexOf(t)&&z.push(t)};if(Array.isArray(p)){for(var F=[],B=0;B<p.length;B++){var N=p[B];\"string\"==typeof N?(N=N.toLowerCase(),-1!==u.indexOf(N)?(e._has(\"mapbox\")||e._has(\"cartesian\"))&&D.push(N):\"togglespikelines\"===N?R(\"toggleSpikelines\"):\"togglehover\"===N?R(\"toggleHover\"):\"hovercompare\"===N?R(\"hoverCompareCartesian\"):\"hoverclosest\"===N?(R(\"hoverClosestCartesian\"),R(\"hoverClosestGeo\"),R(\"hoverClosest3d\"),R(\"hoverClosestGl2d\"),R(\"hoverClosestPie\")):\"v1hovermode\"===N&&(R(\"toggleHover\"),R(\"hoverClosestCartesian\"),R(\"hoverCompareCartesian\"),R(\"hoverClosestGeo\"),R(\"hoverClosest3d\"),R(\"hoverClosestGl2d\"),R(\"hoverClosestPie\"))):F.push(N)}p=F}return L(D),L(P.concat(I)),L(z),function(t,e){if(e.length)if(Array.isArray(e[0]))for(var r=0;r<e.length;r++)t.push(e[r]);else t.push(e);return t}(E,p)}(t),f?f.update(t,h):e._modeBar=s(t,h)}else f&&(f.destroy(),delete e._modeBar)}},37676:function(t,e,r){\"use strict\";var n=r(39898),i=r(92770),a=r(71828),o=r(24255),s=r(11506).version,l=new DOMParser;function u(t){this.container=t.container,this.element=document.createElement(\"div\"),this.update(t.graphInfo,t.buttons),this.container.appendChild(this.element)}var c=u.prototype;c.update=function(t,e){this.graphInfo=t;var r=this.graphInfo._context,n=this.graphInfo._fullLayout,i=\"modebar-\"+n._uid;this.element.setAttribute(\"id\",i),this._uid=i,this.element.className=\"modebar\",\"hover\"===r.displayModeBar&&(this.element.className+=\" modebar--hover ease-bg\"),\"v\"===n.modebar.orientation&&(this.element.className+=\" vertical\",e=e.reverse());var o=n.modebar,s=\"hover\"===r.displayModeBar?\".js-plotly-plot .plotly:hover \":\"\";a.deleteRelatedStyleRule(i),a.addRelatedStyleRule(i,s+\"#\"+i+\" .modebar-group\",\"background-color: \"+o.bgcolor),a.addRelatedStyleRule(i,\"#\"+i+\" .modebar-btn .icon path\",\"fill: \"+o.color),a.addRelatedStyleRule(i,\"#\"+i+\" .modebar-btn:hover .icon path\",\"fill: \"+o.activecolor),a.addRelatedStyleRule(i,\"#\"+i+\" .modebar-btn.active .icon path\",\"fill: \"+o.activecolor);var l=!this.hasButtons(e),u=this.hasLogo!==r.displaylogo,c=this.locale!==r.locale;if(this.locale=r.locale,(l||u||c)&&(this.removeAllButtons(),this.updateButtons(e),r.watermark||r.displaylogo)){var f=this.getLogo();r.watermark&&(f.className=f.className+\" watermark\"),\"v\"===n.modebar.orientation?this.element.insertBefore(f,this.element.childNodes[0]):this.element.appendChild(f),this.hasLogo=!0}this.updateActiveButton()},c.updateButtons=function(t){var e=this;this.buttons=t,this.buttonElements=[],this.buttonsNames=[],this.buttons.forEach((function(t){var r=e.createGroup();t.forEach((function(t){var n=t.name;if(!n)throw new Error(\"must provide button 'name' in button config\");if(-1!==e.buttonsNames.indexOf(n))throw new Error(\"button name '\"+n+\"' is taken\");e.buttonsNames.push(n);var i=e.createButton(t);e.buttonElements.push(i),r.appendChild(i)})),e.element.appendChild(r)}))},c.createGroup=function(){var t=document.createElement(\"div\");return t.className=\"modebar-group\",t},c.createButton=function(t){var e=this,r=document.createElement(\"a\");r.setAttribute(\"rel\",\"tooltip\"),r.className=\"modebar-btn\";var i=t.title;void 0===i?i=t.name:\"function\"==typeof i&&(i=i(this.graphInfo)),(i||0===i)&&r.setAttribute(\"data-title\",i),void 0!==t.attr&&r.setAttribute(\"data-attr\",t.attr);var a=t.val;if(void 0!==a&&(\"function\"==typeof a&&(a=a(this.graphInfo)),r.setAttribute(\"data-val\",a)),\"function\"!=typeof t.click)throw new Error(\"must provide button 'click' function in button config\");r.addEventListener(\"click\",(function(r){t.click(e.graphInfo,r),e.updateActiveButton(r.currentTarget)})),r.setAttribute(\"data-toggle\",t.toggle||!1),t.toggle&&n.select(r).classed(\"active\",!0);var s=t.icon;return\"function\"==typeof s?r.appendChild(s()):r.appendChild(this.createIcon(s||o.question)),r.setAttribute(\"data-gravity\",t.gravity||\"n\"),r},c.createIcon=function(t){var e,r=i(t.height)?Number(t.height):t.ascent-t.descent,n=\"http://www.w3.org/2000/svg\";if(t.path){(e=document.createElementNS(n,\"svg\")).setAttribute(\"viewBox\",[0,0,t.width,r].join(\" \")),e.setAttribute(\"class\",\"icon\");var a=document.createElementNS(n,\"path\");a.setAttribute(\"d\",t.path),t.transform?a.setAttribute(\"transform\",t.transform):void 0!==t.ascent&&a.setAttribute(\"transform\",\"matrix(1 0 0 -1 0 \"+t.ascent+\")\"),e.appendChild(a)}return t.svg&&(e=l.parseFromString(t.svg,\"application/xml\").childNodes[0]),e.setAttribute(\"height\",\"1em\"),e.setAttribute(\"width\",\"1em\"),e},c.updateActiveButton=function(t){var e=this.graphInfo._fullLayout,r=void 0!==t?t.getAttribute(\"data-attr\"):null;this.buttonElements.forEach((function(t){var i=t.getAttribute(\"data-val\")||!0,o=t.getAttribute(\"data-attr\"),s=\"true\"===t.getAttribute(\"data-toggle\"),l=n.select(t);if(s)o===r&&l.classed(\"active\",!l.classed(\"active\"));else{var u=null===o?o:a.nestedProperty(e,o).get();l.classed(\"active\",u===i)}}))},c.hasButtons=function(t){var e=this.buttons;if(!e)return!1;if(t.length!==e.length)return!1;for(var r=0;r<t.length;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n<t[r].length;n++)if(t[r][n].name!==e[r][n].name)return!1}return!0},c.getLogo=function(){var t=this.createGroup(),e=document.createElement(\"a\");return e.href=\"https://plotly.com/\",e.target=\"_blank\",e.setAttribute(\"data-title\",a._(this.graphInfo,\"Produced 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n=r(41940),i=r(22399),a=(0,r(44467).templatedArray)(\"button\",{visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},step:{valType:\"enumerated\",values:[\"month\",\"year\",\"day\",\"hour\",\"minute\",\"second\",\"all\"],dflt:\"month\",editType:\"plot\"},stepmode:{valType:\"enumerated\",values:[\"backward\",\"todate\"],dflt:\"backward\",editType:\"plot\"},count:{valType:\"number\",min:0,dflt:1,editType:\"plot\"},label:{valType:\"string\",editType:\"plot\"},editType:\"plot\"});t.exports={visible:{valType:\"boolean\",editType:\"plot\"},buttons:a,x:{valType:\"number\",min:-2,max:3,editType:\"plot\"},xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"left\",editType:\"plot\"},y:{valType:\"number\",min:-2,max:3,editType:\"plot\"},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],dflt:\"bottom\",editType:\"plot\"},font:n({editType:\"plot\"}),bgcolor:{valType:\"color\",dflt:i.lightLine,editType:\"plot\"},activecolor:{valType:\"color\",editType:\"plot\"},bordercolor:{valType:\"color\",dflt:i.defaultLine,editType:\"plot\"},borderwidth:{valType:\"number\",min:0,dflt:0,editType:\"plot\"},editType:\"plot\"}},89573:function(t){\"use 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n=r(32485),i=r(3937);t.exports={moduleType:\"component\",name:\"selections\",layoutAttributes:r(8389),supplyLayoutDefaults:r(59402),supplyDrawNewSelectionDefaults:r(90849),includeBasePlot:r(76325)(\"selections\"),draw:n.draw,drawOne:n.drawOne,reselect:i.reselect,prepSelect:i.prepSelect,clearOutline:i.clearOutline,clearSelectionsCache:i.clearSelectionsCache,selectOnClick:i.selectOnClick}},3937:function(t,e,r){\"use strict\";var n=r(52142),i=r(38258),a=r(73972),o=r(91424).dashStyle,s=r(7901),l=r(30211),u=r(23469).makeEventData,c=r(64505),f=c.freeMode,h=c.rectMode,p=c.drawMode,d=c.openMode,v=c.selectMode,g=r(30477),y=r(21459),m=r(42359),x=r(51873).clearOutline,b=r(60165),_=b.handleEllipse,w=b.readPaths,T=r(90551).newShapes,k=r(35855),A=r(32485).activateLastSelection,M=r(71828),S=M.sorterAsc,E=r(61082),L=r(79990),C=r(41675).getFromId,P=r(33306),O=r(61549).redrawReglTraces,I=r(34122),D=I.MINSELECT,z=E.filter,R=E.tester,F=r(75549),B=F.p2r,N=F.axValue,j=F.getTransform;function U(t){return 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n=r(50215),i=r(41940),a=r(82196).line,o=r(79952).P,s=r(1426).extendFlat,l=r(44467).templatedArray,u=(r(24695),r(9012)),c=r(5386).R,f=r(37281);t.exports=l(\"shape\",{visible:s({},u.visible,{editType:\"calc+arraydraw\"}),showlegend:{valType:\"boolean\",dflt:!1,editType:\"calc+arraydraw\"},legend:s({},u.legend,{editType:\"calc+arraydraw\"}),legendgroup:s({},u.legendgroup,{editType:\"calc+arraydraw\"}),legendgrouptitle:{text:s({},u.legendgrouptitle.text,{editType:\"calc+arraydraw\"}),font:i({editType:\"calc+arraydraw\"}),editType:\"calc+arraydraw\"},legendrank:s({},u.legendrank,{editType:\"calc+arraydraw\"}),legendwidth:s({},u.legendwidth,{editType:\"calc+arraydraw\"}),type:{valType:\"enumerated\",values:[\"circle\",\"rect\",\"path\",\"line\"],editType:\"calc+arraydraw\"},layer:{valType:\"enumerated\",values:[\"below\",\"above\"],dflt:\"above\",editType:\"arraydraw\"},xref:s({},n.xref,{}),xsizemode:{valType:\"enumerated\",values:[\"scaled\",\"pixel\"],dflt:\"scaled\",editType:\"calc+arraydraw\"},xanchor:{valType:\"any\",editType:\"calc+arraydraw\"},x0:{valType:\"any\",editType:\"calc+arraydraw\"},x1:{valType:\"any\",editType:\"calc+arraydraw\"},yref:s({},n.yref,{}),ysizemode:{valType:\"enumerated\",values:[\"scaled\",\"pixel\"],dflt:\"scaled\",editType:\"calc+arraydraw\"},yanchor:{valType:\"any\",editType:\"calc+arraydraw\"},y0:{valType:\"any\",editType:\"calc+arraydraw\"},y1:{valType:\"any\",editType:\"calc+arraydraw\"},path:{valType:\"string\",editType:\"calc+arraydraw\"},opacity:{valType:\"number\",min:0,max:1,dflt:1,editType:\"arraydraw\"},line:{color:s({},a.color,{editType:\"arraydraw\"}),width:s({},a.width,{editType:\"calc+arraydraw\"}),dash:s({},o,{editType:\"arraydraw\"}),editType:\"calc+arraydraw\"},fillcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"arraydraw\"},fillrule:{valType:\"enumerated\",values:[\"evenodd\",\"nonzero\"],dflt:\"evenodd\",editType:\"arraydraw\"},editable:{valType:\"boolean\",dflt:!1,editType:\"calc+arraydraw\"},label:{text:{valType:\"string\",dflt:\"\",editType:\"arraydraw\"},texttemplate:c({},{keys:Object.keys(f)}),font:i({editType:\"calc+arraydraw\",colorEditType:\"arraydraw\"}),textposition:{valType:\"enumerated\",values:[\"top 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n=r(7901),i=r(71828);t.exports=function(t,e,r){if(r(\"newshape.visible\"),r(\"newshape.name\"),r(\"newshape.showlegend\"),r(\"newshape.legend\"),r(\"newshape.legendwidth\"),r(\"newshape.legendgroup\"),r(\"newshape.legendgrouptitle.text\"),i.coerceFont(r,\"newshape.legendgrouptitle.font\"),r(\"newshape.legendrank\"),r(\"newshape.drawdirection\"),r(\"newshape.layer\"),r(\"newshape.fillcolor\"),r(\"newshape.fillrule\"),r(\"newshape.opacity\"),r(\"newshape.line.width\")){var a=(t||{}).plot_bgcolor||\"#FFF\";r(\"newshape.line.color\",n.contrast(a)),r(\"newshape.line.dash\")}var o=\"drawline\"===t.dragmode,s=r(\"newshape.label.text\"),l=r(\"newshape.label.texttemplate\");if(s||l){r(\"newshape.label.textangle\");var u=r(\"newshape.label.textposition\",o?\"middle\":\"middle center\");r(\"newshape.label.xanchor\"),r(\"newshape.label.yanchor\",function(t,e){return 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p=2*h*Math.PI/a;f.push([s+u*Math.cos(p),l+c*Math.sin(p)])}return f},e.ellipseOver=function(t){var e=t.x0,r=t.y0,n=t.x1,i=t.y1,a=n-e,s=i-r,l=((e-=a)+n)/2,u=((r-=s)+i)/2;return{x0:l-(a*=o),y0:u-(s*=o),x1:l+a,y1:u+s}},e.fixDatesForPaths=function(t,e,r){var n=\"date\"===e.type,i=\"date\"===r.type;if(!n&&!i)return t;for(var a=0;a<t.length;a++)for(var o=0;o<t[a].length;o++)for(var s=0;s+2<t[a][o].length;s+=2)n&&(t[a][o][s+1]=t[a][o][s+1].replace(\" \",\"_\")),i&&(t[a][o][s+2]=t[a][o][s+2].replace(\" \",\"_\"));return t}},90551:function(t,e,r){\"use strict\";var n=r(64505),i=n.drawMode,a=n.openMode,o=r(89995),s=o.i000,l=o.i090,u=o.i180,c=o.i270,f=o.cos45,h=o.sin45,p=r(75549),d=p.p2r,v=p.r2p,g=r(51873).clearOutline,y=r(60165),m=y.readPaths,x=y.writePaths,b=y.ellipseOver,_=y.fixDatesForPaths;function w(t,e,r){var n,i=t[0][0],o=e.gd,p=i.getAttribute(\"d\"),g=o._fullLayout.newshape,y=e.plotinfo,w=e.isActiveShape,T=y.xaxis,k=y.yaxis,A=!!y.domain||!y.xaxis,M=!!y.domain||!y.yaxis,S=a(r),E=m(p,o,y,w),L={editable:!0,visible:g.visible,name:g.name,showlegend:g.showlegend,legend:g.legend,legendwidth:g.legendwidth,legendgroup:g.legendgroup,legendgrouptitle:{text:g.legendgrouptitle.text,font:g.legendgrouptitle.font},legendrank:g.legendrank,label:g.label,xref:A?\"paper\":T._id,yref:M?\"paper\":k._id,layer:g.layer,opacity:g.opacity,line:{color:g.line.color,width:g.line.width,dash:g.line.dash}};if(S||(L.fillcolor=g.fillcolor,L.fillrule=g.fillrule),1===E.length&&(n=E[0]),n&&5===n.length&&\"drawrect\"===r)L.type=\"rect\",L.x0=n[0][1],L.y0=n[0][2],L.x1=n[2][1],L.y1=n[2][2];else if(n&&\"drawline\"===r)L.type=\"line\",L.x0=n[0][1],L.y0=n[0][2],L.x1=n[1][1],L.y1=n[1][2];else if(n&&\"drawcircle\"===r){L.type=\"circle\";var C=n[s][1],P=n[l][1],O=n[u][1],I=n[c][1],D=n[s][2],z=n[l][2],R=n[u][2],F=n[c][2],B=y.xaxis&&(\"date\"===y.xaxis.type||\"log\"===y.xaxis.type),N=y.yaxis&&(\"date\"===y.yaxis.type||\"log\"===y.yaxis.type);B&&(C=v(y.xaxis,C),P=v(y.xaxis,P),O=v(y.xaxis,O),I=v(y.xaxis,I)),N&&(D=v(y.yaxis,D),z=v(y.yaxis,z),R=v(y.yaxis,R),F=v(y.yaxis,F));var j=(P+I)/2,U=(D+R)/2,V=b({x0:j,y0:U,x1:j+(I-P+O-C)/2*f,y1:U+(F-z+R-D)/2*h});B&&(V.x0=d(y.xaxis,V.x0),V.x1=d(y.xaxis,V.x1)),N&&(V.y0=d(y.yaxis,V.y0),V.y1=d(y.yaxis,V.y1)),L.x0=V.x0,L.y0=V.y0,L.x1=V.x1,L.y1=V.y1}else L.type=\"path\",T&&k&&_(E,T,k),L.path=x(E),n=null;return L}t.exports={newShapes:function(t,e){if(t.length&&t[0][0]){var r=e.gd,n=e.isActiveShape,a=e.dragmode,o=(r.layout||{}).shapes||[];if(!i(a)&&void 0!==n){var s=r._fullLayout._activeShapeIndex;if(s<o.length)switch(r._fullLayout.shapes[s].type){case\"rect\":a=\"drawrect\";break;case\"circle\":a=\"drawcircle\";break;case\"line\":a=\"drawline\";break;case\"path\":var l=o[s].path||\"\";a=\"Z\"===l[l.length-1]?\"drawclosedpath\":\"drawopenpath\"}}var u=w(t,e,a);g(r);for(var c=e.editHelpers,f=(c||{}).modifyItem,h=[],p=0;p<o.length;p++){var d=r._fullLayout.shapes[p];if(h[p]=d._input,void 0!==n&&p===r._fullLayout._activeShapeIndex){var v=u;switch(d.type){case\"line\":case\"rect\":case\"circle\":f(\"x0\",v.x0),f(\"x1\",v.x1),f(\"y0\",v.y0),f(\"y1\",v.y1);break;case\"path\":f(\"path\",v.path)}}}return void 0===n?(h.push(u),h):c?c.getUpdateObj():{}}},createShapeObj:w}},51873:function(t){\"use strict\";t.exports={clearOutlineControllers:function(t){var e=t._fullLayout._zoomlayer;e&&e.selectAll(\".outline-controllers\").remove()},clearOutline:function(t){var e=t._fullLayout._zoomlayer;e&&e.selectAll(\".select-outline\").remove(),t._fullLayout._outlining=!1}}},30477:function(t,e,r){\"use strict\";var n=r(21459),i=r(71828),a=r(89298);e.rangeToShapePosition=function(t){return\"log\"===t.type?t.r2d:function(t){return 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n=r._dims;o.setTranslate(e,n.lx+r.pad.l,n.ly+r.pad.t),e.call(S,r,!1),e.call(x,r)}(t,n.select(this),e)}))}}},23243:function(t,e,r){\"use strict\";var n=r(98292);t.exports={moduleType:\"component\",name:n.name,layoutAttributes:r(75067),supplyLayoutDefaults:r(12343),draw:r(44504)}},92998:function(t,e,r){\"use strict\";var n=r(39898),i=r(92770),a=r(74875),o=r(73972),s=r(71828),l=s.strTranslate,u=r(91424),c=r(7901),f=r(63893),h=r(37822),p=r(18783).OPPOSITE_SIDE,d=/ [XY][0-9]* /;t.exports={draw:function(t,e,r){var v,g=r.propContainer,y=r.propName,m=r.placeholder,x=r.traceIndex,b=r.avoid||{},_=r.attributes,w=r.transform,T=r.containerGroup,k=t._fullLayout,A=1,M=!1,S=g.title,E=(S&&S.text?S.text:\"\").trim(),L=S&&S.font?S.font:{},C=L.family,P=L.size,O=L.color;\"title.text\"===y?v=\"titleText\":-1!==y.indexOf(\"axis\")?v=\"axisTitleText\":y.indexOf(!0)&&(v=\"colorbarTitleText\");var I=t._context.edits[v];\"\"===E?A=0:E.replace(d,\" % \")===m.replace(d,\" % 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y(t,e,r,a,o){r||(r=e).attr(\"pointer-events\",\"all\");var l=function(t){return-1==+t.attr(f.menuIndexAttrName)}(r)&&\"buttons\"!==o.type?[]:o.buttons,u=\"dropdown\"===o.type?f.dropdownButtonClassName:f.buttonClassName,c=r.selectAll(\"g.\"+u).data(s.filterVisible(l)),h=c.enter().append(\"g\").classed(u,!0),p=c.exit();\"dropdown\"===o.type?(h.attr(\"opacity\",\"0\").transition().attr(\"opacity\",\"1\"),p.transition().attr(\"opacity\",\"0\").remove()):p.remove();var d=0,g=0,y=o._dims,x=-1!==[\"up\",\"down\"].indexOf(o.direction);\"dropdown\"===o.type&&(x?g=y.headerHeight+f.gapButtonHeader:d=y.headerWidth+f.gapButtonHeader),\"dropdown\"===o.type&&\"up\"===o.direction&&(g=-f.gapButtonHeader+f.gapButton-y.openHeight),\"dropdown\"===o.type&&\"left\"===o.direction&&(d=-f.gapButtonHeader+f.gapButton-y.openWidth);var b={x:y.lx+d+o.pad.l,y:y.ly+g+o.pad.t,yPad:f.gapButton,xPad:f.gapButton,index:0},k={l:b.x+o.borderwidth,t:b.y+o.borderwidth};c.each((function(s,l){var 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e=!!t.hbar,r=!!t.vbar;e&&t.hbar.transition().attr(\"opacity\",\"0\").each(\"end\",(function(){e=!1,r||t.disable()})),r&&t.vbar.transition().attr(\"opacity\",\"0\").each(\"end\",(function(){r=!1,e||t.disable()}))}(a))}function m(t,e,r,n){t.call(x,e).call(b,e,r,n)}function x(t,e){s.ensureSingle(t,\"rect\",f.itemRectClassName,(function(t){t.attr({rx:f.rx,ry:f.ry,\"shape-rendering\":\"crispEdges\"})})).call(a.stroke,e.bordercolor).call(a.fill,e.bgcolor).style(\"stroke-width\",e.borderwidth+\"px\")}function b(t,e,r,n){var i=s.ensureSingle(t,\"text\",f.itemTextClassName,(function(t){t.attr({\"text-anchor\":\"start\",\"data-notex\":1})})),a=r.label,u=n._fullLayout._meta;u&&(a=s.templateString(a,u)),i.call(o.font,e.font).text(a).call(l.convertToTspans,n)}function _(t,e){var r=e.active;t.each((function(t,i){var o=n.select(this);i===r&&e.showactive&&o.select(\"rect.\"+f.itemRectClassName).call(a.fill,f.activeColor)}))}function w(t){t.select(\"rect.\"+f.itemRectClassName).call(a.fill,f.hoverColor)}function T(t,e){t.select(\"rect.\"+f.itemRectClassName).call(a.fill,e.bgcolor)}function k(t,e){var r=e._dims={width1:0,height1:0,heights:[],widths:[],totalWidth:0,totalHeight:0,openWidth:0,openHeight:0,lx:0,ly:0},a=o.tester.selectAll(\"g.\"+f.dropdownButtonClassName).data(s.filterVisible(e.buttons));a.enter().append(\"g\").classed(f.dropdownButtonClassName,!0);var u=-1!==[\"up\",\"down\"].indexOf(e.direction);a.each((function(i,a){var s=n.select(this);s.call(m,e,i,t);var 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t.constructor(0),s=D(t,e);r<0?(n=s,i=a):(n=a,i=s)}else if(n=new t.constructor(r),i=new t.constructor(t.length+e.length-r),r===e.length)n.set(e),i.set(t);else if(r<e.length){var l=e.length-r;n.set(e.subarray(l)),i.set(t),i.set(e.subarray(0,l),t.length)}else{var u=r-e.length,c=t.length-u;n.set(t.subarray(c)),n.set(e,u),i.set(t.subarray(0,c))}else n=t.concat(e),i=r>=0&&r<n.length?n.splice(0,n.length-r):[];return[n,i]})),l=e.redraw(r),c=[r,s.update,i,s.maxPoints];return u.add(r,e.prependTraces,c,t,arguments),l},e.moveTraces=function t(r,n,i){var a,s=[],l=[],c=t,f=t,h=[r=o.getGraphDiv(r),i,n],p=[r,n,i];if(O(r,n,i),n=Array.isArray(n)?n:[n],void 0===i)for(i=[],a=0;a<n.length;a++)i.push(-n.length+a);for(i=Array.isArray(i)?i:[i],n=C(n,r.data.length-1),i=C(i,r.data.length-1),a=0;a<r.data.length;a++)-1===n.indexOf(a)&&s.push(r.data[a]);for(a=0;a<n.length;a++)l.push({newIndex:i[a],trace:r.data[n[a]]});for(l.sort((function(t,e){return t.newIndex-e.newIndex})),a=0;a<l.length;a+=1)s.splice(l[a].newIndex,0,l[a].trace);r.data=s;var d=e.redraw(r);return u.add(r,c,h,f,p),d},e.prependTraces=function t(r,n,i,a){var s=I(r=o.getGraphDiv(r),n,i,a,(function(t,e,r){var n,i;if(o.isTypedArray(t))if(r<=0){var a=new t.constructor(0),s=D(e,t);r<0?(n=s,i=a):(n=a,i=s)}else if(n=new t.constructor(r),i=new t.constructor(t.length+e.length-r),r===e.length)n.set(e),i.set(t);else if(r<e.length){var l=e.length-r;n.set(e.subarray(0,l)),i.set(e.subarray(l)),i.set(t,l)}else{var u=r-e.length;n.set(e),n.set(t.subarray(0,u),e.length),i.set(t.subarray(u))}else n=e.concat(t),i=r>=0&&r<n.length?n.splice(r,n.length):[];return[n,i]})),l=e.redraw(r),c=[r,s.update,i,s.maxPoints];return u.add(r,e.extendTraces,c,t,arguments),l},e.newPlot=function(t,r,n,i){return t=o.getGraphDiv(t),h.cleanPlot([],{},t._fullData||[],t._fullLayout||{}),h.purge(t),e._doPlot(t,r,n,i)},e._doPlot=function(t,r,i,a){var s;if(t=o.getGraphDiv(t),l.init(t),o.isPlainObject(r)){var u=r;r=u.data,i=u.layout,a=u.config,s=u.frames}if(!1===l.triggerHandler(t,\"plotly_beforeplot\",[r,i,a]))return Promise.reject();r||i||o.isPlotDiv(t)||o.warn(\"Calling _doPlot as if redrawing but this container doesn't yet have a plot.\",t),L(t,a),i||(i={}),n.select(t).classed(\"js-plotly-plot\",!0),d.makeTester(),Array.isArray(t._promises)||(t._promises=[]);var f=0===(t.data||[]).length&&Array.isArray(r);Array.isArray(r)&&(_.cleanData(r),f?t.data=r:t.data.push.apply(t.data,r),t.empty=!1),t.layout&&!f||(t.layout=_.cleanLayout(i)),h.supplyDefaults(t);var v=t._fullLayout,m=v._has(\"cartesian\");v._replotting=!0,(f||v._shouldCreateBgLayer)&&(function(t){var e=n.select(t),r=t._fullLayout;if(r._calcInverseTransform=ot,r._calcInverseTransform(t),r._container=e.selectAll(\".plot-container\").data([0]),r._container.enter().insert(\"div\",\":first-child\").classed(\"plot-container\",!0).classed(\"plotly\",!0),r._paperdiv=r._container.selectAll(\".svg-container\").data([0]),r._paperdiv.enter().append(\"div\").classed(\"user-select-none\",!0).classed(\"svg-container\",!0).style(\"position\",\"relative\"),r._glcontainer=r._paperdiv.selectAll(\".gl-container\").data([{}]),r._glcontainer.enter().append(\"div\").classed(\"gl-container\",!0),r._paperdiv.selectAll(\".main-svg\").remove(),r._paperdiv.select(\".modebar-container\").remove(),r._paper=r._paperdiv.insert(\"svg\",\":first-child\").classed(\"main-svg\",!0),r._toppaper=r._paperdiv.append(\"svg\").classed(\"main-svg\",!0),r._modebardiv=r._paperdiv.append(\"div\"),delete r._modeBar,r._hoverpaper=r._paperdiv.append(\"svg\").classed(\"main-svg\",!0),!r._uid){var i={};n.selectAll(\"defs\").each((function(){this.id&&(i[this.id.split(\"-\")[1]]=1)})),r._uid=o.randstr(i)}r._paperdiv.selectAll(\".main-svg\").attr(y.svgAttrs),r._defs=r._paper.append(\"defs\").attr(\"id\",\"defs-\"+r._uid),r._clips=r._defs.append(\"g\").classed(\"clips\",!0),r._topdefs=r._toppaper.append(\"defs\").attr(\"id\",\"topdefs-\"+r._uid),r._topclips=r._topdefs.append(\"g\").classed(\"clips\",!0),r._bgLayer=r._paper.append(\"g\").classed(\"bglayer\",!0),r._draggers=r._paper.append(\"g\").classed(\"draglayer\",!0);var a=r._paper.append(\"g\").classed(\"layer-below\",!0);r._imageLowerLayer=a.append(\"g\").classed(\"imagelayer\",!0),r._shapeLowerLayer=a.append(\"g\").classed(\"shapelayer\",!0),r._cartesianlayer=r._paper.append(\"g\").classed(\"cartesianlayer\",!0),r._polarlayer=r._paper.append(\"g\").classed(\"polarlayer\",!0),r._smithlayer=r._paper.append(\"g\").classed(\"smithlayer\",!0),r._ternarylayer=r._paper.append(\"g\").classed(\"ternarylayer\",!0),r._geolayer=r._paper.append(\"g\").classed(\"geolayer\",!0),r._funnelarealayer=r._paper.append(\"g\").classed(\"funnelarealayer\",!0),r._pielayer=r._paper.append(\"g\").classed(\"pielayer\",!0),r._iciclelayer=r._paper.append(\"g\").classed(\"iciclelayer\",!0),r._treemaplayer=r._paper.append(\"g\").classed(\"treemaplayer\",!0),r._sunburstlayer=r._paper.append(\"g\").classed(\"sunburstlayer\",!0),r._indicatorlayer=r._toppaper.append(\"g\").classed(\"indicatorlayer\",!0),r._glimages=r._paper.append(\"g\").classed(\"glimages\",!0);var s=r._toppaper.append(\"g\").classed(\"layer-above\",!0);r._imageUpperLayer=s.append(\"g\").classed(\"imagelayer\",!0),r._shapeUpperLayer=s.append(\"g\").classed(\"shapelayer\",!0),r._selectionLayer=r._toppaper.append(\"g\").classed(\"selectionlayer\",!0),r._infolayer=r._toppaper.append(\"g\").classed(\"infolayer\",!0),r._menulayer=r._toppaper.append(\"g\").classed(\"menulayer\",!0),r._zoomlayer=r._toppaper.append(\"g\").classed(\"zoomlayer\",!0),r._hoverlayer=r._hoverpaper.append(\"g\").classed(\"hoverlayer\",!0),r._modebardiv.classed(\"modebar-container\",!0).style(\"position\",\"absolute\").style(\"top\",\"0px\").style(\"right\",\"0px\"),t.emit(\"plotly_framework\")}(t),v._shouldCreateBgLayer&&delete v._shouldCreateBgLayer),d.initGradients(t),d.initPatterns(t),f&&p.saveShowSpikeInitial(t);var x=!t.calcdata||t.calcdata.length!==(t._fullData||[]).length;x&&h.doCalcdata(t);for(var b=0;b<t.calcdata.length;b++)t.calcdata[b][0].trace=t._fullData[b];t._context.responsive?t._responsiveChartHandler||(t._responsiveChartHandler=function(){o.isHidden(t)||h.resize(t)},window.addEventListener(\"resize\",t._responsiveChartHandler)):o.clearResponsive(t);var T=o.extendFlat({},v._size),k=0;function A(){if(h.clearAutoMarginIds(t),w.drawMarginPushers(t),p.allowAutoMargin(t),t._fullLayout.title.text&&t._fullLayout.title.automargin&&h.allowAutoMargin(t,\"title.automargin\"),v._has(\"pie\"))for(var e=t._fullData,r=0;r<e.length;r++){var n=e[r];\"pie\"===n.type&&n.automargin&&h.allowAutoMargin(t,\"pie.\"+n.uid+\".automargin\")}return h.doAutoMargin(t),h.previousPromises(t)}function S(){t._transitioning||(w.doAutoRangeAndConstraints(t),f&&p.saveRangeInitial(t),c.getComponentMethod(\"rangeslider\",\"calcAutorange\")(t))}var E=[h.previousPromises,function(){if(s)return e.addFrames(t,s)},function e(){for(var r=v._basePlotModules,n=0;n<r.length;n++)r[n].drawFramework&&r[n].drawFramework(t);!v._glcanvas&&v._has(\"gl\")&&(v._glcanvas=v._glcontainer.selectAll(\".gl-canvas\").data([{key:\"contextLayer\",context:!0,pick:!1},{key:\"focusLayer\",context:!1,pick:!1},{key:\"pickLayer\",context:!1,pick:!0}],(function(t){return t.key})),v._glcanvas.enter().append(\"canvas\").attr(\"class\",(function(t){return\"gl-canvas gl-canvas-\"+t.key.replace(\"Layer\",\"\")})).style({position:\"absolute\",top:0,left:0,overflow:\"visible\",\"pointer-events\":\"none\"}));var i=t._context.plotGlPixelRatio;if(v._glcanvas){v._glcanvas.attr(\"width\",v.width*i).attr(\"height\",v.height*i).style(\"width\",v.width+\"px\").style(\"height\",v.height+\"px\");var a=v._glcanvas.data()[0].regl;if(a&&(Math.floor(v.width*i)!==a._gl.drawingBufferWidth||Math.floor(v.height*i)!==a._gl.drawingBufferHeight)){var s=\"WebGL context buffer and canvas dimensions do not match due to browser/WebGL bug.\";if(!k)return o.log(s+\" Clearing 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g){if(c=Q(i,K)){if(d=c.head,v=c.tail,a=c.attr||d+\".uirevision\",(u=(l=s(n,a).get())&&tt(a,e))&&u===l){if(null===(f=g[i])&&(f=void 0),nt(p=(h=s(e,i)).get(),f)){void 0===p&&\"autorange\"===v&&y.push(d),h.set(R(s(n,i).get()));continue}if(\"autorange\"===v||\"range[\"===v.substr(0,6)){var b=g[d+\".range[0]\"],_=g[d+\".range[1]\"],w=g[d+\".autorange\"];if(w||null===w&&null===b&&null===_){if(!(d in m)){var T=s(e,d).get();m[d]=T&&(T.autorange||!1!==T.autorange&&(!T.range||2!==T.range.length))}if(m[d]){h.set(R(s(n,i).get()));continue}}}}}else o.warn(\"unrecognized GUI edit: \"+i);delete g[i],c&&\"range[\"===c.tail.substr(0,6)&&(x[c.head]=1)}for(var k=0;k<y.length;k++){var A=y[k];if(x[A]){var M=s(e,A).get();M&&delete M.autorange}}var S=n._tracePreGUI;for(var E in S){var L,C=S[E],P=null;for(i in C){if(!P){var O=et(E,r);if(O<0){delete S[E];break}var I=rt(E,t,(L=r[O]._fullInput).index);if(I<0){delete 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c={getValObject:function(t){var e=f.getTraceValObject(l,t);return!l._module.animatable&&e.anim&&(e.anim=!1),e},flags:u,immutable:n,transition:i,newDataRevision:a,gd:t},p={};for(s=0;s<e.length;s++)if(r[s]){if(l=r[s]._fullInput,h.hasMakesDataTransform(l)&&(l=r[s]),p[l.uid])continue;p[l.uid]=1,it(e[s]._fullInput,l,[],c)}return(u.calc||u.plot)&&(u.fullReplot=!0),i&&u.nChanges&&u.nChangesAnim&&(u.anim=u.nChanges===u.nChangesAnim&&o?\"all\":\"some\"),u}(t,u,y,x,b,A);if(W(t)&&(k.layoutReplot=!0),S.calc||k.calc){t.calcdata=void 0;for(var E=Object.getOwnPropertyNames(m),C=0;C<E.length;C++){var P=E[C],O=P.substring(0,5);if(\"xaxis\"===O||\"yaxis\"===O){var I=m[P]._emptyCategories;I&&I()}}}else h.supplyDefaultsUpdateCalc(t.calcdata,y);var D=[];if(a&&(t._transitionData={},h.createTransitionData(t),D.push((function(){return e.addFrames(t,a)}))),m.transition&&!v&&(S.anim||k.anim))k.ticks&&D.push(w.doTicksRelayout),h.doCalcdata(t),w.doAutoRangeAndConstraints(t),D.push((function(){return h.transitionFromReact(t,S,k,p)}));else if(S.fullReplot||k.layoutReplot||v)t._fullLayout._skipDefaults=!0,D.push(e._doPlot);else{for(var z in k.arrays){var F=k.arrays[z];if(F.length){var B=c.getComponentMethod(z,\"drawOne\");if(B!==o.noop)for(var N=0;N<F.length;N++)B(t,F[N]);else{var j=c.getComponentMethod(z,\"draw\");if(j===o.noop)throw new Error(\"cannot draw components: \"+z);j(t)}}}D.push(h.previousPromises),S.style&&D.push(w.doTraceStyle),(S.colorbars||k.colorbars)&&D.push(w.doColorBars),k.legend&&D.push(w.doLegend),k.layoutstyle&&D.push(w.layoutStyles),k.axrange&&H(D),k.ticks&&D.push(w.doTicksRelayout),k.modebar&&D.push(w.doModeBar),k.camera&&D.push(w.doCamera),D.push(M)}D.push(h.rehover,h.redrag,h.reselect),(l=o.syncOrAsync(D,t))&&l.then||(l=Promise.resolve(t))}else l=e.newPlot(t,r,n,i);return l.then((function(){return t.emit(\"plotly_react\",{data:r,layout:n}),t}))},e.redraw=function(t){if(t=o.getGraphDiv(t),!o.isPlotDiv(t))throw new Error(\"This element is not a Plotly plot: 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l=s.simpleMap(e.range,e.r2l);n=[l[0],.8*l[0]+.2*l[1]]}if(t.range=s.simpleMap(n,e.l2r),t._isMinor=!0,q.prepTicks(t,r),a){var u=i(e.dtick),c=i(t.dtick),f=u?e.dtick:+e.dtick.substring(1),h=c?t.dtick:+t.dtick.substring(1);u&&c?et(f,h)?f===2*A&&h===2*M&&(t.dtick=A):f===2*A&&h===3*M?t.dtick=A:f!==A||(e._input.minor||{}).nticks?rt(f/h,2.5)?t.dtick=f/2:t.dtick=f:t.dtick=M:\"M\"===String(e.dtick).charAt(0)?c?t.dtick=\"M1\":et(f,h)?f>=12&&2===h&&(t.dtick=\"M3\"):t.dtick=e.dtick:\"L\"===String(t.dtick).charAt(0)?\"L\"===String(e.dtick).charAt(0)?et(f,h)||(t.dtick=rt(f/h,2.5)?e.dtick/2:e.dtick):t.dtick=\"D1\":\"D2\"===t.dtick&&+e.dtick>1&&(t.dtick=1)}t.range=e.range}void 0===e.minor._tick0Init&&(t.tick0=e.tick0)},q.prepTicks=function(t,e){var r=s.simpleMap(t.range,t.r2l,void 0,void 0,e);if(\"auto\"===t.tickmode||!t.dtick){var n,a=t.nticks;a||(\"category\"===t.type||\"multicategory\"===t.type?(n=t.tickfont?s.bigFont(t.tickfont.size||12):15,a=t._length/n):(n=\"y\"===t._id.charAt(0)?40:80,a=s.constrain(t._length/n,4,9)+1),\"radialaxis\"===t._name&&(a*=2)),t.minor&&\"array\"!==t.minor.tickmode||\"array\"===t.tickmode&&(a*=100),t._roughDTick=Math.abs(r[1]-r[0])/a,q.autoTicks(t,t._roughDTick),t._minDtick>0&&t.dtick<2*t._minDtick&&(t.dtick=t._minDtick,t.tick0=t.l2r(t._forceTick0))}\"period\"===t.ticklabelmode&&function(t){var e;function r(){return!(i(t.dtick)||\"M\"!==t.dtick.charAt(0))}var n=r(),a=q.getTickFormat(t);if(a){var o=t._dtickInit!==t.dtick;/%[fLQsSMX]/.test(a)||(/%[HI]/.test(a)?(e=E,o&&!n&&t.dtick<E&&(t.dtick=E)):/%p/.test(a)?(e=S,o&&!n&&t.dtick<S&&(t.dtick=S)):/%[Aadejuwx]/.test(a)?(e=M,o&&!n&&t.dtick<M&&(t.dtick=M)):/%[UVW]/.test(a)?(e=A,o&&!n&&t.dtick<A&&(t.dtick=A)):/%[Bbm]/.test(a)?(e=T,o&&(n?nt(t.dtick)<1:t.dtick<k)&&(t.dtick=\"M1\")):/%[q]/.test(a)?(e=b,o&&(n?nt(t.dtick)<3:t.dtick<_)&&(t.dtick=\"M3\")):/%[Yy]/.test(a)&&(e=y,o&&(n?nt(t.dtick)<12:t.dtick<m)&&(t.dtick=\"M12\")))}(n=r())&&t.tick0===t._dowTick0&&(t.tick0=t._rawTick0),t._definedDelta=e}(t),t.tick0||(t.tick0=\"date\"===t.type?\"2000-01-01\":0),\"date\"===t.type&&t.dtick<.1&&(t.dtick=.1),vt(t)},q.calcTicks=function(t,e){for(var r,n,a=t.type,o=t.calendar,l=t.ticklabelstep,u=\"period\"===t.ticklabelmode,c=s.simpleMap(t.range,t.r2l,void 0,void 0,e),f=c[1]<c[0],h=Math.min(c[0],c[1]),p=Math.max(c[0],c[1]),d=Math.max(1e3,t._length||0),v=[],L=[],C=[],P=[],I=t.minor&&(t.minor.ticks||t.minor.showgrid),D=1;D>=(I?0:1);D--){var z=!D;D?(t._dtickInit=t.dtick,t._tick0Init=t.tick0):(t.minor._dtickInit=t.minor.dtick,t.minor._tick0Init=t.minor.tick0);var R=D?t:s.extendFlat({},t,t.minor);if(z?q.prepMinorTicks(R,t,e):q.prepTicks(R,e),\"array\"!==R.tickmode)if(\"sync\"!==R.tickmode){var F=K(c),B=F[0],N=F[1],j=i(R.dtick),U=\"log\"===a&&!(j||\"L\"===R.dtick.charAt(0)),V=q.tickFirst(R,e);if(D){if(t._tmin=V,V<B!==f)break;\"category\"!==a&&\"multicategory\"!==a||(N=f?Math.max(-.5,N):Math.min(t._categories.length-.5,N))}var H,G,Z=null,Y=V;D&&(j?G=t.dtick:\"date\"===a?\"string\"==typeof t.dtick&&\"M\"===t.dtick.charAt(0)&&(G=T*t.dtick.substring(1)):G=t._roughDTick,H=Math.round((t.r2l(Y)-t.r2l(t.tick0))/G)-1);var W=R.dtick;for(R.rangebreaks&&R._tick0Init!==R.tick0&&(Y=zt(Y,t),f||(Y=q.tickIncrement(Y,W,!f,o))),D&&u&&(Y=q.tickIncrement(Y,W,!f,o),H--);f?Y>=N:Y<=N;Y=q.tickIncrement(Y,W,f,o)){if(D&&H++,R.rangebreaks&&!f){if(Y<B)continue;if(R.maskBreaks(Y)===O&&zt(Y,R)>=p)break}if(C.length>d||Y===Z)break;Z=Y;var X={value:Y};D?(U&&Y!==(0|Y)&&(X.simpleLabel=!0),l>1&&H%l&&(X.skipLabel=!0),C.push(X)):(X.minor=!0,P.push(X))}}else C=[],v=at(t);else D?(C=[],v=ot(t)):(P=[],L=ot(t))}if(I&&!(\"inside\"===t.minor.ticks&&\"outside\"===t.ticks||\"outside\"===t.minor.ticks&&\"inside\"===t.ticks)){for(var J=C.map((function(t){return t.value})),$=[],Q=0;Q<P.length;Q++){var tt=P[Q],et=tt.value;if(-1===J.indexOf(et)){for(var rt=!1,nt=0;!rt&&nt<C.length;nt++)1e7+C[nt].value===1e7+et&&(rt=!0);rt||$.push(tt)}}P=$}if(u&&function(t,e,r){for(var n=0;n<t.length;n++){var i=t[n].value,a=n,o=n+1;n<t.length-1?(a=n,o=n+1):n>0?(a=n-1,o=n):(a=n,o=n);var s,l=t[a].value,u=t[o].value,c=Math.abs(u-l),f=r||c,h=0;f>=m?h=c>=m&&c<=g?c:y:r===b&&f>=_?h=c>=_&&c<=x?c:b:f>=k?h=c>=k&&c<=w?c:T:r===A&&f>=A?h=A:f>=M?h=M:r===S&&f>=S?h=S:r===E&&f>=E&&(h=E),h>=c&&(h=c,s=!0);var p=i+h;if(e.rangebreaks&&h>0){for(var d=0,v=0;v<84;v++){var L=(v+.5)/84;e.maskBreaks(i*(1-L)+L*p)!==O&&d++}(h*=d/84)||(t[n].drop=!0),s&&c>A&&(h=c)}(h>0||0===n)&&(t[n].periodX=i+h/2)}}(C,t,t._definedDelta),t.rangebreaks){var it=\"y\"===t._id.charAt(0),st=1;\"auto\"===t.tickmode&&(st=t.tickfont?t.tickfont.size:12);var lt=NaN;for(r=C.length-1;r>-1;r--)if(C[r].drop)C.splice(r,1);else{C[r].value=zt(C[r].value,t);var ut=t.c2p(C[r].value);(it?lt>ut-st:lt<ut+st)?C.splice(f?r+1:r,1):lt=ut}}Dt(t)&&360===Math.abs(c[1]-c[0])&&C.pop(),t._tmax=(C[C.length-1]||{}).value,t._prevDateHead=\"\",t._inCalcTicks=!0;var ct,ft,ht=function(e){e.text=\"\",t._prevDateHead=n};for(C=C.concat(P),r=0;r<C.length;r++){var pt=C[r].minor,dt=C[r].value;pt?L.push({x:dt,minor:!0}):(n=t._prevDateHead,ct=q.tickText(t,dt,!1,C[r].simpleLabel),void 0!==(ft=C[r].periodX)&&(ct.periodX=ft,(ft>p||ft<h)&&(ft>p&&(ct.periodX=p),ft<h&&(ct.periodX=h),ht(ct))),C[r].skipLabel&&ht(ct),v.push(ct))}return v=v.concat(L),t._inCalcTicks=!1,u&&v.length&&(v[0].noTick=!0),v};var st=[2,5,10],lt=[1,2,3,6,12],ut=[1,2,5,10,15,30],ct=[1,2,3,7,14],ft=[-.046,0,.301,.477,.602,.699,.778,.845,.903,.954,1],ht=[-.301,0,.301,.699,1],pt=[15,30,45,90,180];function dt(t,e,r){return e*s.roundUp(t/e,r)}function vt(t){var e=t.dtick;if(t._tickexponent=0,i(e)||\"string\"==typeof e||(e=1),\"category\"!==t.type&&\"multicategory\"!==t.type||(t._tickround=null),\"date\"===t.type){var r=t.r2l(t.tick0),n=t.l2r(r).replace(/(^-|i)/g,\"\"),a=n.length;if(\"M\"===String(e).charAt(0))a>10||\"01-01\"!==n.substr(5)?t._tickround=\"d\":t._tickround=+e.substr(1)%12==0?\"y\":\"m\";else if(e>=M&&a<=10||e>=15*M)t._tickround=\"d\";else if(e>=L&&a<=16||e>=E)t._tickround=\"M\";else if(e>=C&&a<=19||e>=L)t._tickround=\"S\";else{var o=t.l2r(r+e).replace(/^-/,\"\").length;t._tickround=Math.max(a,o)-20,t._tickround<0&&(t._tickround=4)}}else if(i(e)||\"L\"===e.charAt(0)){var s=t.range.map(t.r2d||Number);i(e)||(e=Number(e.substr(1))),t._tickround=2-Math.floor(Math.log(e)/Math.LN10+.01);var l=Math.max(Math.abs(s[0]),Math.abs(s[1])),u=Math.floor(Math.log(l)/Math.LN10+.01),c=void 0===t.minexponent?3:t.minexponent;Math.abs(u)>c&&(mt(t.exponentformat)&&!xt(u)?t._tickexponent=3*Math.round((u-1)/3):t._tickexponent=u)}else t._tickround=null}function gt(t,e,r){var n=t.tickfont||{};return{x:e,dx:0,dy:0,text:r||\"\",fontSize:n.size,font:n.family,fontColor:n.color}}q.autoTicks=function(t,e,r){var n;function a(t){return Math.pow(t,Math.floor(Math.log(e)/Math.LN10))}if(\"date\"===t.type){t.tick0=s.dateTick0(t.calendar,0);var o=2*e;if(o>y)e/=y,n=a(10),t.dtick=\"M\"+12*dt(e,n,st);else if(o>T)e/=T,t.dtick=\"M\"+dt(e,1,lt);else if(o>M){if(t.dtick=dt(e,M,t._hasDayOfWeekBreaks?[1,2,7,14]:ct),!r){var l=q.getTickFormat(t),u=\"period\"===t.ticklabelmode;u&&(t._rawTick0=t.tick0),/%[uVW]/.test(l)?t.tick0=s.dateTick0(t.calendar,2):t.tick0=s.dateTick0(t.calendar,1),u&&(t._dowTick0=t.tick0)}}else o>E?t.dtick=dt(e,E,lt):o>L?t.dtick=dt(e,L,ut):o>C?t.dtick=dt(e,C,ut):(n=a(10),t.dtick=dt(e,n,st))}else if(\"log\"===t.type){t.tick0=0;var c=s.simpleMap(t.range,t.r2l);if(t._isMinor&&(e*=1.5),e>.7)t.dtick=Math.ceil(e);else if(Math.abs(c[1]-c[0])<1){var f=1.5*Math.abs((c[1]-c[0])/e);e=Math.abs(Math.pow(10,c[1])-Math.pow(10,c[0]))/f,n=a(10),t.dtick=\"L\"+dt(e,n,st)}else t.dtick=e>.3?\"D2\":\"D1\"}else\"category\"===t.type||\"multicategory\"===t.type?(t.tick0=0,t.dtick=Math.ceil(Math.max(e,1))):Dt(t)?(t.tick0=0,n=1,t.dtick=dt(e,n,pt)):(t.tick0=0,n=a(10),t.dtick=dt(e,n,st));if(0===t.dtick&&(t.dtick=1),!i(t.dtick)&&\"string\"!=typeof t.dtick){var h=t.dtick;throw t.dtick=1,\"ax.dtick error: \"+String(h)}},q.tickIncrement=function(t,e,r,a){var o=r?-1:1;if(i(e))return s.increment(t,o*e);var l=e.charAt(0),u=o*Number(e.substr(1));if(\"M\"===l)return s.incrementMonth(t,u,a);if(\"L\"===l)return Math.log(Math.pow(10,t)+u)/Math.LN10;if(\"D\"===l){var c=\"D2\"===e?ht:ft,f=t+.01*o,h=s.roundUp(s.mod(f,1),c,r);return Math.floor(f)+Math.log(n.round(Math.pow(10,h),1))/Math.LN10}throw\"unrecognized dtick 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s=t._fullLayout;ut=s._has(\"scattergl\"),ct=s._has(\"splom\"),ft=s._has(\"svg\")}r+=e.yaxis._shift,mt();var xt=function(t,e,r){return t?\"nsew\"===t?r?\"\":\"pan\"===e?\"move\":\"crosshair\":t.toLowerCase()+\"-resize\":\"pointer\"}(at+it,t._fullLayout.dragmode,gt),bt=D(e,v+y+\"drag\",xt,r,s,u,f);if(ot&&!gt)return bt.onmousedown=null,bt.style.pointerEvents=\"none\",bt;var _t,wt,Tt,kt,At,Mt,St,Et,Lt,Ct,Pt={element:bt,gd:t,plotinfo:e};function Ot(){Pt.plotinfo.selection=!1,M(t)}function It(t,r){var i=Pt.gd;if(i._fullLayout._activeShapeIndex>=0)i._fullLayout._deactivateShape(i);else{var o=i._fullLayout.clickmode;if(H(i),2!==t||yt||qt(),gt)o.indexOf(\"select\")>-1&&S(r,i,J,K,e.id,Pt),o.indexOf(\"event\")>-1&&p.click(i,r,e.id);else if(1===t&&yt){var s=v?I:O,u=\"s\"===v||\"w\"===y?0:1,f=s._name+\".range[\"+u+\"]\",h=function(t,e){var r,n=t.range[e],i=Math.abs(n-t.range[1-e]);return\"date\"===t.type?n:\"log\"===t.type?(r=Math.ceil(Math.max(0,-Math.log(i)/Math.LN10))+3,a(\".\"+r+\"g\")(Math.pow(10,n))):(r=Math.floor(Math.log(Math.abs(n))/Math.LN10)-Math.floor(Math.log(i)/Math.LN10)+4,a(\".\"+String(r)+\"g\")(n))}(s,u),d=\"left\",g=\"middle\";if(s.fixedrange)return;v?(g=\"n\"===v?\"top\":\"bottom\",\"right\"===s.side&&(d=\"right\")):\"e\"===y&&(d=\"right\"),i._context.showAxisRangeEntryBoxes&&n.select(bt).call(c.makeEditable,{gd:i,immediate:!0,background:i._fullLayout.paper_bgcolor,text:String(h),fill:s.tickfont?s.tickfont.color:\"#444\",horizontalAlign:d,verticalAlign:g}).on(\"edit\",(function(t){var e=s.d2r(t);void 0!==e&&l.call(\"_guiRelayout\",i,f,e)}))}}}function Dt(e,r){if(t._transitioningWithDuration)return!1;var n=Math.max(0,Math.min(tt,pt*e+_t)),i=Math.max(0,Math.min(et,dt*r+wt)),a=Math.abs(n-_t),o=Math.abs(i-wt);function 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n=r(39898),i=r(27362),a=i.geoPath,o=i.geoDistance,s=r(65704),l=r(73972),u=r(71828),c=u.strTranslate,f=r(7901),h=r(91424),p=r(30211),d=r(74875),v=r(89298),g=r(71739).getAutoRange,y=r(28569),m=r(47322).prepSelect,x=r(47322).clearOutline,b=r(47322).selectOnClick,_=r(74455),w=r(78776),T=r(41327),k=r(90973),A=r(96892).zL;function M(t){this.id=t.id,this.graphDiv=t.graphDiv,this.container=t.container,this.topojsonURL=t.topojsonURL,this.isStatic=t.staticPlot,this.topojsonName=null,this.topojson=null,this.projection=null,this.scope=null,this.viewInitial=null,this.fitScale=null,this.bounds=null,this.midPt=null,this.hasChoropleth=!1,this.traceHash={},this.layers={},this.basePaths={},this.dataPaths={},this.dataPoints={},this.clipDef=null,this.clipRect=null,this.bgRect=null,this.makeFramework()}var S=M.prototype;function E(t,e){var r=w.clipPad,n=t[0]+r,i=t[1]-r,a=e[0]+r,o=e[1]-r;n>0&&i<0&&(i+=360);var 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0)&&r(\"lakecolor\"),r(\"showrivers\",!!x&&void 0)&&(r(\"rivercolor\"),r(\"riverwidth\")),r(\"showcountries\",d&&\"usa\"!==c&&x)&&(r(\"countrycolor\"),r(\"countrywidth\")),(\"usa\"===c||\"north america\"===c&&50===u)&&(r(\"showsubunits\",x),r(\"subunitcolor\"),r(\"subunitwidth\")),d||r(\"showframe\",x)&&(r(\"framecolor\"),r(\"framewidth\")),r(\"bgcolor\"),r(\"fitbounds\")&&(delete e.projection.scale,d?(delete e.center.lon,delete e.center.lat):y?(delete e.center.lon,delete e.center.lat,delete e.projection.rotation.lon,delete e.projection.rotation.lat,delete e.lonaxis.range,delete e.lataxis.range):(delete e.center.lon,delete e.center.lat,delete e.projection.rotation.lon))}t.exports=function(t,e,r){i(t,e,r,{type:\"geo\",attributes:s,handleDefaults:u,fullData:r,partition:\"y\"})}},74455:function(t,e,r){\"use strict\";var n=r(39898),i=r(71828),a=r(73972),o=Math.PI/180,s=180/Math.PI,l={cursor:\"pointer\"},u={cursor:\"auto\"};function c(t,e){return 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r,i={r:e.rotate(),k:e.scale()},a=c(0,e),h=function(t){for(var e=0,r=arguments.length,i=[];++e<r;)i.push(arguments[e]);var a=n.dispatch.apply(null,i);return a.of=function(e,r){return function(i){var o;try{o=i.sourceEvent=n.event,i.target=t,n.event=i,a[i.type].apply(e,r)}finally{n.event=o}}},a}(a,\"zoomstart\",\"zoom\",\"zoomend\"),p=0,d=a.on;function y(t){var r=e.rotate();t(\"projection.rotation.lon\",-r[0]),t(\"projection.rotation.lat\",-r[1])}return a.on(\"zoomstart\",(function(){n.select(this).style(l);var t,u,c,f,y,b,_,w,T,k,A,M=n.mouse(this),S=e.rotate(),E=S,L=e.translate(),C=(u=.5*(t=S)[0]*o,c=.5*t[1]*o,f=.5*t[2]*o,y=Math.sin(u),b=Math.cos(u),_=Math.sin(c),w=Math.cos(c),T=Math.sin(f),[b*w*(k=Math.cos(f))+y*_*T,y*w*k-b*_*T,b*_*k+y*w*T,b*w*T-y*_*k]);r=v(e,M),d.call(a,\"zoom\",(function(){var t,a,o,l,u,c,f,p,d,y,b=n.mouse(this);if(e.scale(i.k=n.event.scale),r){if(v(e,b)){e.rotate(S).translate(L);var _=v(e,b),w=function(t,e){if(t&&e){var 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f=0;f<t.length;f++)a=t[f],\"gl2d\"===e&&n.traceIs(a,\"gl2d\")?a[l[0]]===o&&a[l[1]]===s&&u.push(a):a[l]===r&&u.push(a);return u}},75071:function(t,e,r){\"use strict\";var n=r(16825),i=r(1195),a=r(48956),o=r(85555),s=r(38520);function l(t,e){this.element=t,this.plot=e,this.mouseListener=null,this.wheelListener=null,this.lastInputTime=Date.now(),this.lastPos=[0,0],this.boxEnabled=!1,this.boxInited=!1,this.boxStart=[0,0],this.boxEnd=[0,0],this.dragStart=[0,0]}t.exports=function(t){var e=t.mouseContainer,r=t.glplot,u=new l(e,r);function c(){t.xaxis.autorange=!1,t.yaxis.autorange=!1}function f(e,n,i){var a,s,l=t.calcDataBox(),f=r.viewBox,h=u.lastPos[0],p=u.lastPos[1],d=o.MINDRAG*r.pixelRatio,v=o.MINZOOM*r.pixelRatio;function g(e,r,n){var i=Math.min(r,n),a=Math.max(r,n);i!==a?(l[e]=i,l[e+2]=a,u.dataBox=l,t.setRanges(l)):(t.selectBox.selectBox=[0,0,1,1],t.glplot.setDirty())}switch(n*=r.pixelRatio,i*=r.pixelRatio,i=f[3]-f[1]-i,t.fullLayout.dragmode){case\"zoom\":if(e){var y=n/(f[2]-f[0])*(l[2]-l[0])+l[0],m=i/(f[3]-f[1])*(l[3]-l[1])+l[1];u.boxInited||(u.boxStart[0]=y,u.boxStart[1]=m,u.dragStart[0]=n,u.dragStart[1]=i),u.boxEnd[0]=y,u.boxEnd[1]=m,u.boxInited=!0,u.boxEnabled||u.boxStart[0]===u.boxEnd[0]&&u.boxStart[1]===u.boxEnd[1]||(u.boxEnabled=!0);var x=Math.abs(u.dragStart[0]-n)<v,b=Math.abs(u.dragStart[1]-i)<v;if(!function(){for(var e=t.graphDiv._fullLayout._axisConstraintGroups,r=t.xaxis._id,n=t.yaxis._id,i=0;i<e.length;i++)if(-1!==e[i][r]){if(-1!==e[i][n])return!0;break}return!1}()||x&&b)x&&(u.boxEnd[0]=u.boxStart[0]),b&&(u.boxEnd[1]=u.boxStart[1]);else{a=u.boxEnd[0]-u.boxStart[0],s=u.boxEnd[1]-u.boxStart[1];var 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o=a.prototype,s=[\"xaxis\",\"yaxis\"];o.merge=function(t){var e,r,n,a,o,l,u,c,f,h,p;for(this.titleEnable=!1,this.backgroundColor=i(t.plot_bgcolor),h=0;h<2;++h){var d=(e=s[h]).charAt(0);for(n=(r=t[this.scene[e]._name]).title.text===this.scene.fullLayout._dfltTitle[d]?\"\":r.title.text,p=0;p<=2;p+=2)this.labelEnable[h+p]=!1,this.labels[h+p]=n,this.labelColor[h+p]=i(r.title.font.color),this.labelFont[h+p]=r.title.font.family,this.labelSize[h+p]=r.title.font.size,this.labelPad[h+p]=this.getLabelPad(e,r),this.tickEnable[h+p]=!1,this.tickColor[h+p]=i((r.tickfont||{}).color),this.tickAngle[h+p]=\"auto\"===r.tickangle?0:Math.PI*-r.tickangle/180,this.tickPad[h+p]=this.getTickPad(r),this.tickMarkLength[h+p]=0,this.tickMarkWidth[h+p]=r.tickwidth||0,this.tickMarkColor[h+p]=i(r.tickcolor),this.borderLineEnable[h+p]=!1,this.borderLineColor[h+p]=i(r.linecolor),this.borderLineWidth[h+p]=r.linewidth||0;u=this.hasSharedAxis(r),o=this.hasAxisInDfltPos(e,r)&&!u,l=this.hasAxisInAltrPos(e,r)&&!u,a=r.mirror||!1,c=u?-1!==String(a).indexOf(\"all\"):!!a,f=u?\"allticks\"===a:-1!==String(a).indexOf(\"ticks\"),o?this.labelEnable[h]=!0:l&&(this.labelEnable[h+2]=!0),o?this.tickEnable[h]=r.showticklabels:l&&(this.tickEnable[h+2]=r.showticklabels),(o||c)&&(this.borderLineEnable[h]=r.showline),(l||c)&&(this.borderLineEnable[h+2]=r.showline),(o||f)&&(this.tickMarkLength[h]=this.getTickMarkLength(r)),(l||f)&&(this.tickMarkLength[h+2]=this.getTickMarkLength(r)),this.gridLineEnable[h]=r.showgrid,this.gridLineColor[h]=i(r.gridcolor),this.gridLineWidth[h]=r.gridwidth,this.zeroLineEnable[h]=r.zeroline,this.zeroLineColor[h]=i(r.zerolinecolor),this.zeroLineWidth[h]=r.zerolinewidth}},o.hasSharedAxis=function(t){var e=this.scene,r=e.fullLayout._subplots.gl2d;return 0!==n.findSubplotsWithAxis(r,t).indexOf(e.id)},o.hasAxisInDfltPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"bottom\"===r:\"yaxis\"===t?\"left\"===r:void 0},o.hasAxisInAltrPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"top\"===r:\"yaxis\"===t?\"right\"===r:void 0},o.getLabelPad=function(t,e){var r=1.5,n=e.title.font.size,i=e.showticklabels;return\"xaxis\"===t?\"top\"===e.side?n*(r+(i?1:0))-10:n*(r+(i?.5:0))-10:\"yaxis\"===t?\"right\"===e.side?10+n*(r+(i?1:.5)):10+n*(r+(i?.5:0)):void 0},o.getTickPad=function(t){return\"outside\"===t.ticks?10+t.ticklen:15},o.getTickMarkLength=function(t){if(!t.ticks)return 0;var e=t.ticklen;return\"inside\"===t.ticks?-e:e},t.exports=function(t){return new a(t)}},4796:function(t,e,r){\"use strict\";var n=r(30962).overrideAll,i=r(92918),a=r(10820),o=r(77922),s=r(85555),l=r(93612),u=r(528),c=r(27659).NG;e.name=\"gl2d\",e.attr=[\"xaxis\",\"yaxis\"],e.idRoot=[\"x\",\"y\"],e.idRegex=s.idRegex,e.attrRegex=s.attrRegex,e.attributes=r(89502),e.supplyLayoutDefaults=function(t,e,r){e._has(\"cartesian\")||l.supplyLayoutDefaults(t,e,r)},e.layoutAttrOverrides=n(l.layoutAttributes,\"plot\",\"from-root\"),e.baseLayoutAttrOverrides=n({plot_bgcolor:a.plot_bgcolor,hoverlabel:u.hoverlabel},\"plot\",\"nested\"),e.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl2d,a=0;a<n.length;a++){var o=n[a],s=e._plots[o],l=c(r,\"gl2d\",o),u=s._scene2d;void 0===u&&(u=new i({id:o,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio},e),s._scene2d=u),u.plot(l,t.calcdata,e,t.layout)}},e.clean=function(t,e,r,n){for(var i=n._subplots.gl2d||[],a=0;a<i.length;a++){var o=i[a],s=n._plots[o];s._scene2d&&0===c(t,\"gl2d\",o).length&&(s._scene2d.destroy(),delete n._plots[o])}l.clean.apply(this,arguments)},e.drawFramework=function(t){t._context.staticPlot||l.drawFramework(t)},e.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){var i=e._plots[r[n]]._scene2d,a=i.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":a,x:0,y:0,width:\"100%\",height:\"100%\",preserveAspectRatio:\"none\"}),i.destroy()}},e.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++)e._plots[r[n]]._scene2d.updateFx(e.dragmode)}},92918:function(t,e,r){\"use strict\";var n,i,a=r(73972),o=r(89298),s=r(30211),l=r(9330).gl_plot2d,u=r(9330).gl_spikes2d,c=r(9330).gl_select_box,f=r(40372),h=r(82961),p=r(75071),d=r(58617),v=r(99082),g=v.enforce,y=v.clean,m=r(71739).doAutoRange,x=r(64505),b=x.drawMode,_=x.selectMode,w=[\"xaxis\",\"yaxis\"],T=r(85555).SUBPLOT_PATTERN;function k(t,e){this.container=t.container,this.graphDiv=t.graphDiv,this.pixelRatio=t.plotGlPixelRatio||window.devicePixelRatio,this.id=t.id,this.staticPlot=!!t.staticPlot,this.scrollZoom=this.graphDiv._context._scrollZoom.cartesian,this.fullData=null,this.updateRefs(e),this.makeFramework(),this.stopped||(this.glplotOptions=h(this),this.glplotOptions.merge(e),this.glplot=l(this.glplotOptions),this.camera=p(this),this.traces={},this.spikes=u(this.glplot),this.selectBox=c(this.glplot,{innerFill:!1,outerFill:!0}),this.lastButtonState=0,this.pickResult=null,this.isMouseOver=!0,this.stopped=!1,this.redraw=this.draw.bind(this),this.redraw())}t.exports=k;var A=k.prototype;A.makeFramework=function(){if(this.staticPlot){if(!(i||(n=document.createElement(\"canvas\"),i=f({canvas:n,preserveDrawingBuffer:!1,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"Error creating static canvas/context for image server\");this.canvas=n,this.gl=i}else{var t=this.container.querySelector(\".gl-canvas-focus\"),e=f({canvas:t,preserveDrawingBuffer:!0,premultipliedAlpha:!0});if(!e)return d(this),void(this.stopped=!0);this.canvas=t,this.gl=e}var r=this.canvas;r.style.width=\"100%\",r.style.height=\"100%\",r.style.position=\"absolute\",r.style.top=\"0px\",r.style.left=\"0px\",r.style[\"pointer-events\"]=\"none\",this.updateSize(r);var a=this.svgContainer=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");a.style.position=\"absolute\",a.style.top=a.style.left=\"0px\",a.style.width=a.style.height=\"100%\",a.style[\"z-index\"]=20,a.style[\"pointer-events\"]=\"none\";var o=this.mouseContainer=document.createElement(\"div\");o.style.position=\"absolute\",o.style[\"pointer-events\"]=\"auto\",this.pickCanvas=this.container.querySelector(\".gl-canvas-pick\");var s=this.container;s.appendChild(a),s.appendChild(o);var l=this;o.addEventListener(\"mouseout\",(function(){l.isMouseOver=!1,l.unhover()})),o.addEventListener(\"mouseover\",(function(){l.isMouseOver=!0}))},A.toImage=function(t){t||(t=\"png\"),this.stopped=!0,this.staticPlot&&this.container.appendChild(n),this.updateSize(this.canvas);var e=this.glplot.gl,r=e.drawingBufferWidth,i=e.drawingBufferHeight;e.clearColor(1,1,1,0),e.clear(e.COLOR_BUFFER_BIT|e.DEPTH_BUFFER_BIT),this.glplot.setDirty(),this.glplot.draw(),e.bindFramebuffer(e.FRAMEBUFFER,null);var a=new Uint8Array(r*i*4);e.readPixels(0,0,r,i,e.RGBA,e.UNSIGNED_BYTE,a);for(var o=0,s=i-1;o<s;++o,--s)for(var l=0;l<r;++l)for(var u=0;u<4;++u){var c=a[4*(r*o+l)+u];a[4*(r*o+l)+u]=a[4*(r*s+l)+u],a[4*(r*s+l)+u]=c}var f=document.createElement(\"canvas\");f.width=r,f.height=i;var h,p=f.getContext(\"2d\",{willReadFrequently:!0}),d=p.createImageData(r,i);switch(d.data.set(a),p.putImageData(d,0,0),t){case\"jpeg\":h=f.toDataURL(\"image/jpeg\");break;case\"webp\":h=f.toDataURL(\"image/webp\");break;default:h=f.toDataURL(\"image/png\")}return this.staticPlot&&this.container.removeChild(n),h},A.updateSize=function(t){t||(t=this.canvas);var e=this.pixelRatio,r=this.fullLayout,n=r.width,i=r.height,a=0|Math.ceil(e*n),o=0|Math.ceil(e*i);return t.width===a&&t.height===o||(t.width=a,t.height=o),t},A.computeTickMarks=function(){this.xaxis.setScale(),this.yaxis.setScale();for(var t=[o.calcTicks(this.xaxis),o.calcTicks(this.yaxis)],e=0;e<2;++e)for(var r=0;r<t[e].length;++r)t[e][r].text=t[e][r].text+\"\";return t},A.updateRefs=function(t){this.fullLayout=t;var e=this.id.match(T),r=\"xaxis\"+e[1],n=\"yaxis\"+e[2];this.xaxis=this.fullLayout[r],this.yaxis=this.fullLayout[n]},A.relayoutCallback=function(){var t=this.graphDiv,e=this.xaxis,r=this.yaxis,n=t.layout,i={},o=i[e._name+\".range\"]=e.range.slice(),s=i[r._name+\".range\"]=r.range.slice();i[e._name+\".autorange\"]=e.autorange,i[r._name+\".autorange\"]=r.autorange,a.call(\"_storeDirectGUIEdit\",t.layout,t._fullLayout._preGUI,i);var l=n[e._name];l.range=o,l.autorange=e.autorange;var u=n[r._name];u.range=s,u.autorange=r.autorange,i.lastInputTime=this.camera.lastInputTime,t.emit(\"plotly_relayout\",i)},A.cameraChanged=function(){var t=this.camera;this.glplot.setDataBox(this.calcDataBox());var e=this.computeTickMarks();(function(t,e){for(var r=0;r<2;++r){var n=t[r],i=e[r];if(n.length!==i.length)return!0;for(var a=0;a<n.length;++a)if(n[a].x!==i[a].x)return!0}return!1})(e,this.glplotOptions.ticks)&&(this.glplotOptions.ticks=e,this.glplotOptions.dataBox=t.dataBox,this.glplot.update(this.glplotOptions),this.handleAnnotations())},A.handleAnnotations=function(){for(var t=this.graphDiv,e=this.fullLayout.annotations,r=0;r<e.length;r++){var n=e[r];n.xref===this.xaxis._id&&n.yref===this.yaxis._id&&a.getComponentMethod(\"annotations\",\"drawOne\")(t,r)}},A.destroy=function(){if(this.glplot){var t=this.traces;t&&Object.keys(t).map((function(e){t[e].dispose(),delete t[e]})),this.glplot.dispose(),this.container.removeChild(this.svgContainer),this.container.removeChild(this.mouseContainer),this.fullData=null,this.glplot=null,this.stopped=!0,this.camera.mouseListener.enabled=!1,this.mouseContainer.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null}},A.plot=function(t,e,r){var n=this.glplot;this.updateRefs(r),this.xaxis.clearCalc(),this.yaxis.clearCalc(),this.updateTraces(t,e),this.updateFx(r.dragmode);var i=r.width,a=r.height;this.updateSize(this.canvas);var o=this.glplotOptions;o.merge(r),o.screenBox=[0,0,i,a];var s={_fullLayout:{_axisConstraintGroups:r._axisConstraintGroups,xaxis:this.xaxis,yaxis:this.yaxis,_size:r._size}};y(s,this.xaxis),y(s,this.yaxis);var l,u,c=r._size,f=this.xaxis.domain,h=this.yaxis.domain;for(o.viewBox=[c.l+f[0]*c.w,c.b+h[0]*c.h,i-c.r-(1-f[1])*c.w,a-c.t-(1-h[1])*c.h],this.mouseContainer.style.width=c.w*(f[1]-f[0])+\"px\",this.mouseContainer.style.height=c.h*(h[1]-h[0])+\"px\",this.mouseContainer.height=c.h*(h[1]-h[0]),this.mouseContainer.style.left=c.l+f[0]*c.w+\"px\",this.mouseContainer.style.top=c.t+(1-h[1])*c.h+\"px\",u=0;u<2;++u)(l=this[w[u]])._length=o.viewBox[u+2]-o.viewBox[u],m(this.graphDiv,l),l.setScale();g(s),o.ticks=this.computeTickMarks(),o.dataBox=this.calcDataBox(),o.merge(r),n.update(o),this.glplot.draw()},A.calcDataBox=function(){var t=this.xaxis,e=this.yaxis,r=t.range,n=e.range,i=t.r2l,a=e.r2l;return[i(r[0]),a(n[0]),i(r[1]),a(n[1])]},A.setRanges=function(t){var e=this.xaxis,r=this.yaxis,n=e.l2r,i=r.l2r;e.range=[n(t[0]),n(t[2])],r.range=[i(t[1]),i(t[3])]},A.updateTraces=function(t,e){var r,n,i,a=Object.keys(this.traces);this.fullData=t;t:for(r=0;r<a.length;r++){var o=a[r],s=this.traces[o];for(n=0;n<t.length;n++)if((i=t[n]).uid===o&&i.type===s.type)continue t;s.dispose(),delete this.traces[o]}for(r=0;r<t.length;r++){i=t[r];var l=e[r],u=this.traces[i.uid];u?u.update(i,l):(u=i._module.plot(this,i,l),this.traces[i.uid]=u)}this.glplot.objects.sort((function(t,e){return t._trace.index-e._trace.index}))},A.updateFx=function(t){_(t)||b(t)?(this.pickCanvas.style[\"pointer-events\"]=\"none\",this.mouseContainer.style[\"pointer-events\"]=\"none\"):(this.pickCanvas.style[\"pointer-events\"]=\"auto\",this.mouseContainer.style[\"pointer-events\"]=\"auto\"),this.mouseContainer.style.cursor=\"pan\"===t?\"move\":\"zoom\"===t?\"crosshair\":null},A.emitPointAction=function(t,e){for(var r,n=t.trace.uid,i=t.pointIndex,a=0;a<this.fullData.length;a++)this.fullData[a].uid===n&&(r=this.fullData[a]);var o={x:t.traceCoord[0],y:t.traceCoord[1],curveNumber:r.index,pointNumber:i,data:r._input,fullData:this.fullData,xaxis:this.xaxis,yaxis:this.yaxis};s.appendArrayPointValue(o,r,i),this.graphDiv.emit(e,{points:[o]})},A.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=1===this.lastButtonState&&0===r.buttons,i=this.fullLayout;this.lastButtonState=r.buttons,this.cameraChanged();var a,o=r.x*t.pixelRatio,l=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&\"zoom\"===i.dragmode){this.selectBox.enabled=!0;for(var u=this.selectBox.selectBox=[Math.min(e.boxStart[0],e.boxEnd[0]),Math.min(e.boxStart[1],e.boxEnd[1]),Math.max(e.boxStart[0],e.boxEnd[0]),Math.max(e.boxStart[1],e.boxEnd[1])],c=0;c<2;c++)e.boxStart[c]===e.boxEnd[c]&&(u[c]=t.dataBox[c],u[c+2]=t.dataBox[c+2]);t.setDirty()}else if(!e.panning&&this.isMouseOver){this.selectBox.enabled=!1;var f=i._size,h=this.xaxis.domain,p=this.yaxis.domain,d=(a=t.pick(o/t.pixelRatio+f.l+h[0]*f.w,l/t.pixelRatio-(f.t+(1-p[1])*f.h)))&&a.object._trace.handlePick(a);if(d&&n&&this.emitPointAction(d,\"plotly_click\"),a&&\"skip\"!==a.object._trace.hoverinfo&&i.hovermode&&d&&(!this.lastPickResult||this.lastPickResult.traceUid!==d.trace.uid||this.lastPickResult.dataCoord[0]!==d.dataCoord[0]||this.lastPickResult.dataCoord[1]!==d.dataCoord[1])){var v=d;this.lastPickResult={traceUid:d.trace?d.trace.uid:null,dataCoord:d.dataCoord.slice()},this.spikes.update({center:a.dataCoord}),v.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(a.dataCoord[0]-t.dataBox[0])/(t.dataBox[2]-t.dataBox[0])+t.viewBox[0])/t.pixelRatio,(this.canvas.height-(t.viewBox[3]-t.viewBox[1])*(a.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio],this.emitPointAction(d,\"plotly_hover\");var g=this.fullData[v.trace.index]||{},y=v.pointIndex,m=s.castHoverinfo(g,i,y);if(m&&\"all\"!==m){var x=m.split(\"+\");-1===x.indexOf(\"x\")&&(v.traceCoord[0]=void 0),-1===x.indexOf(\"y\")&&(v.traceCoord[1]=void 0),-1===x.indexOf(\"z\")&&(v.traceCoord[2]=void 0),-1===x.indexOf(\"text\")&&(v.textLabel=void 0),-1===x.indexOf(\"name\")&&(v.name=void 0)}s.loneHover({x:v.screenCoord[0],y:v.screenCoord[1],xLabel:this.hoverFormatter(\"xaxis\",v.traceCoord[0]),yLabel:this.hoverFormatter(\"yaxis\",v.traceCoord[1]),zLabel:v.traceCoord[2],text:v.textLabel,name:v.name,color:s.castHoverOption(g,y,\"bgcolor\")||v.color,borderColor:s.castHoverOption(g,y,\"bordercolor\"),fontFamily:s.castHoverOption(g,y,\"font.family\"),fontSize:s.castHoverOption(g,y,\"font.size\"),fontColor:s.castHoverOption(g,y,\"font.color\"),nameLength:s.castHoverOption(g,y,\"namelength\"),textAlign:s.castHoverOption(g,y,\"align\")},{container:this.svgContainer,gd:this.graphDiv})}}a||this.unhover(),t.draw()}},A.unhover=function(){this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,this.graphDiv.emit(\"plotly_unhover\"),s.loneUnhover(this.svgContainer))},A.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return o.tickText(r,r.c2l(e),\"hover\").text}}},58547:function(t,e,r){\"use strict\";var n=r(30962).overrideAll,i=r(528),a=r(33539),o=r(27659).NG,s=r(71828),l=r(77922),u=\"gl3d\",c=\"scene\";e.name=u,e.attr=c,e.idRoot=c,e.idRegex=e.attrRegex=s.counterRegex(\"scene\"),e.attributes=r(59084),e.layoutAttributes=r(65500),e.baseLayoutAttrOverrides=n({hoverlabel:i.hoverlabel},\"plot\",\"nested\"),e.supplyLayoutDefaults=r(24682),e.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots[u],i=0;i<n.length;i++){var s=n[i],l=o(r,u,s),c=e[s],f=c.camera,h=c._scene;h||(h=new a({id:s,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio,camera:f},e),c._scene=h),h.viewInitial||(h.viewInitial={up:{x:f.up.x,y:f.up.y,z:f.up.z},eye:{x:f.eye.x,y:f.eye.y,z:f.eye.z},center:{x:f.center.x,y:f.center.y,z:f.center.z}}),h.plot(l,e,t.layout)}},e.clean=function(t,e,r,n){for(var i=n._subplots[u]||[],a=0;a<i.length;a++){var o=i[a];!e[o]&&n[o]._scene&&(n[o]._scene.destroy(),n._infolayer&&n._infolayer.selectAll(\".annotation-\"+o).remove())}},e.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots[u],n=e._size,i=0;i<r.length;i++){var a=e[r[i]],o=a.domain,s=a._scene,c=s.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:l.svg,\"xlink:href\":c,x:n.l+n.w*o.x[0],y:n.t+n.h*(1-o.y[1]),width:n.w*(o.x[1]-o.x[0]),height:n.h*(o.y[1]-o.y[0]),preserveAspectRatio:\"none\"}),s.destroy()}},e.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return\"1\"===e&&(e=\"\"),c+e}},e.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots[u],n=0;n<r.length;n++)e[r[n]]._scene.updateFx(e.dragmode,e.hovermode)}},59084:function(t){\"use strict\";t.exports={scene:{valType:\"subplotid\",dflt:\"scene\",editType:\"calc+clearAxisTypes\"}}},77894:function(t,e,r){\"use strict\";var n=r(7901),i=r(13838),a=r(1426).extendFlat,o=r(30962).overrideAll;t.exports=o({visible:i.visible,showspikes:{valType:\"boolean\",dflt:!0},spikesides:{valType:\"boolean\",dflt:!0},spikethickness:{valType:\"number\",min:0,dflt:2},spikecolor:{valType:\"color\",dflt:n.defaultLine},showbackground:{valType:\"boolean\",dflt:!1},backgroundcolor:{valType:\"color\",dflt:\"rgba(204, 204, 204, 0.5)\"},showaxeslabels:{valType:\"boolean\",dflt:!0},color:i.color,categoryorder:i.categoryorder,categoryarray:i.categoryarray,title:{text:i.title.text,font:i.title.font},type:a({},i.type,{values:[\"-\",\"linear\",\"log\",\"date\",\"category\"]}),autotypenumbers:i.autotypenumbers,autorange:i.autorange,autorangeoptions:{minallowed:i.autorangeoptions.minallowed,maxallowed:i.autorangeoptions.maxallowed,clipmin:i.autorangeoptions.clipmin,clipmax:i.autorangeoptions.clipmax,include:i.autorangeoptions.include,editType:\"plot\"},rangemode:i.rangemode,minallowed:i.minallowed,maxallowed:i.maxallowed,range:a({},i.range,{items:[{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}},{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}}],anim:!1}),tickmode:i.minor.tickmode,nticks:i.nticks,tick0:i.tick0,dtick:i.dtick,tickvals:i.tickvals,ticktext:i.ticktext,ticks:i.ticks,mirror:i.mirror,ticklen:i.ticklen,tickwidth:i.tickwidth,tickcolor:i.tickcolor,showticklabels:i.showticklabels,labelalias:i.labelalias,tickfont:i.tickfont,tickangle:i.tickangle,tickprefix:i.tickprefix,showtickprefix:i.showtickprefix,ticksuffix:i.ticksuffix,showticksuffix:i.showticksuffix,showexponent:i.showexponent,exponentformat:i.exponentformat,minexponent:i.minexponent,separatethousands:i.separatethousands,tickformat:i.tickformat,tickformatstops:i.tickformatstops,hoverformat:i.hoverformat,showline:i.showline,linecolor:i.linecolor,linewidth:i.linewidth,showgrid:i.showgrid,gridcolor:a({},i.gridcolor,{dflt:\"rgb(204, 204, 204)\"}),gridwidth:i.gridwidth,zeroline:i.zeroline,zerolinecolor:i.zerolinecolor,zerolinewidth:i.zerolinewidth,_deprecated:{title:i._deprecated.title,titlefont:i._deprecated.titlefont}},\"plot\",\"from-root\")},3277:function(t,e,r){\"use strict\";var n=r(84267).mix,i=r(71828),a=r(44467),o=r(77894),s=r(951),l=r(71453),u=[\"xaxis\",\"yaxis\",\"zaxis\"];t.exports=function(t,e,r){var c,f;function h(t,e){return i.coerce(c,f,o,t,e)}for(var p=0;p<u.length;p++){var d=u[p];c=t[d]||{},(f=a.newContainer(e,d))._id=d[0]+r.scene,f._name=d,s(c,f,h,r),l(c,f,h,{font:r.font,letter:d[0],data:r.data,showGrid:!0,noTickson:!0,noTicklabelmode:!0,noTicklabelstep:!0,noTicklabelposition:!0,noTicklabeloverflow:!0,bgColor:r.bgColor,calendar:r.calendar},r.fullLayout),h(\"gridcolor\",n(f.color,r.bgColor,72.72727272727273).toRgbString()),h(\"title.text\",d[0]),f.setScale=i.noop,h(\"showspikes\")&&(h(\"spikesides\"),h(\"spikethickness\"),h(\"spikecolor\",f.color)),h(\"showaxeslabels\"),h(\"showbackground\")&&h(\"backgroundcolor\")}}},30422:function(t,e,r){\"use strict\";var n=r(78614),i=r(71828),a=[\"xaxis\",\"yaxis\",\"zaxis\"];function o(){this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[18,18,18],this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=[\"Open Sans\",\"Open Sans\",\"Open Sans\"],this.labelSize=[20,20,20],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[30,30,30],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[10,10,10],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!0,!0,!0],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._defaultTickPad=this.tickPad.slice(),this._defaultLabelPad=this.labelPad.slice(),this._defaultLineTickLength=this.lineTickLength.slice()}o.prototype.merge=function(t,e){for(var r=this,o=0;o<3;++o){var s=e[a[o]];s.visible?(r.labels[o]=t._meta?i.templateString(s.title.text,t._meta):s.title.text,\"font\"in s.title&&(s.title.font.color&&(r.labelColor[o]=n(s.title.font.color)),s.title.font.family&&(r.labelFont[o]=s.title.font.family),s.title.font.size&&(r.labelSize[o]=s.title.font.size)),\"showline\"in s&&(r.lineEnable[o]=s.showline),\"linecolor\"in s&&(r.lineColor[o]=n(s.linecolor)),\"linewidth\"in s&&(r.lineWidth[o]=s.linewidth),\"showgrid\"in s&&(r.gridEnable[o]=s.showgrid),\"gridcolor\"in s&&(r.gridColor[o]=n(s.gridcolor)),\"gridwidth\"in s&&(r.gridWidth[o]=s.gridwidth),\"log\"===s.type?r.zeroEnable[o]=!1:\"zeroline\"in s&&(r.zeroEnable[o]=s.zeroline),\"zerolinecolor\"in s&&(r.zeroLineColor[o]=n(s.zerolinecolor)),\"zerolinewidth\"in s&&(r.zeroLineWidth[o]=s.zerolinewidth),\"ticks\"in s&&s.ticks?r.lineTickEnable[o]=!0:r.lineTickEnable[o]=!1,\"ticklen\"in s&&(r.lineTickLength[o]=r._defaultLineTickLength[o]=s.ticklen),\"tickcolor\"in s&&(r.lineTickColor[o]=n(s.tickcolor)),\"tickwidth\"in s&&(r.lineTickWidth[o]=s.tickwidth),\"tickangle\"in s&&(r.tickAngle[o]=\"auto\"===s.tickangle?-3600:Math.PI*-s.tickangle/180),\"showticklabels\"in s&&(r.tickEnable[o]=s.showticklabels),\"tickfont\"in s&&(s.tickfont.color&&(r.tickColor[o]=n(s.tickfont.color)),s.tickfont.family&&(r.tickFont[o]=s.tickfont.family),s.tickfont.size&&(r.tickSize[o]=s.tickfont.size)),\"mirror\"in s?-1!==[\"ticks\",\"all\",\"allticks\"].indexOf(s.mirror)?(r.lineTickMirror[o]=!0,r.lineMirror[o]=!0):!0===s.mirror?(r.lineTickMirror[o]=!1,r.lineMirror[o]=!0):(r.lineTickMirror[o]=!1,r.lineMirror[o]=!1):r.lineMirror[o]=!1,\"showbackground\"in s&&!1!==s.showbackground?(r.backgroundEnable[o]=!0,r.backgroundColor[o]=n(s.backgroundcolor)):r.backgroundEnable[o]=!1):(r.tickEnable[o]=!1,r.labelEnable[o]=!1,r.lineEnable[o]=!1,r.lineTickEnable[o]=!1,r.gridEnable[o]=!1,r.zeroEnable[o]=!1,r.backgroundEnable[o]=!1)}},t.exports=function(t,e){var r=new o;return r.merge(t,e),r}},24682:function(t,e,r){\"use strict\";var n=r(71828),i=r(7901),a=r(73972),o=r(49119),s=r(3277),l=r(65500),u=r(27659).NG,c=\"gl3d\";function f(t,e,r,n){for(var o=r(\"bgcolor\"),l=i.combine(o,n.paper_bgcolor),f=[\"up\",\"center\",\"eye\"],h=0;h<f.length;h++)r(\"camera.\"+f[h]+\".x\"),r(\"camera.\"+f[h]+\".y\"),r(\"camera.\"+f[h]+\".z\");r(\"camera.projection.type\");var p=!!r(\"aspectratio.x\")&&!!r(\"aspectratio.y\")&&!!r(\"aspectratio.z\"),d=r(\"aspectmode\",p?\"manual\":\"auto\");p||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},\"manual\"===d&&(e.aspectmode=\"auto\"),t.aspectmode=e.aspectmode);var v=u(n.fullData,c,n.id);s(t,e,{font:n.font,scene:n.id,data:v,bgColor:l,calendar:n.calendar,autotypenumbersDflt:n.autotypenumbersDflt,fullLayout:n.fullLayout}),a.getComponentMethod(\"annotations3d\",\"handleDefaults\")(t,e,n);var g=n.getDfltFromLayout(\"dragmode\");if(!1!==g&&!g)if(g=\"orbit\",t.camera&&t.camera.up){var y=t.camera.up.x,m=t.camera.up.y,x=t.camera.up.z;0!==x&&(y&&m&&x?x/Math.sqrt(y*y+m*m+x*x)>.999&&(g=\"turntable\"):g=\"turntable\")}else g=\"turntable\";r(\"dragmode\",g),r(\"hovermode\",n.getDfltFromLayout(\"hovermode\"))}t.exports=function(t,e,r){var i=e._basePlotModules.length>1;o(t,e,r,{type:c,attributes:l,handleDefaults:f,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:function(e){if(!i)return n.validate(t[e],l[e])?t[e]:void 0},autotypenumbersDflt:e.autotypenumbers,paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},65500:function(t,e,r){\"use strict\";var n=r(77894),i=r(27670).Y,a=r(1426).extendFlat,o=r(71828).counterRegex;function s(t,e,r){return{x:{valType:\"number\",dflt:t,editType:\"camera\"},y:{valType:\"number\",dflt:e,editType:\"camera\"},z:{valType:\"number\",dflt:r,editType:\"camera\"},editType:\"camera\"}}t.exports={_arrayAttrRegexps:[o(\"scene\",\".annotations\",!0)],bgcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"plot\"},camera:{up:a(s(0,0,1),{}),center:a(s(0,0,0),{}),eye:a(s(1.25,1.25,1.25),{}),projection:{type:{valType:\"enumerated\",values:[\"perspective\",\"orthographic\"],dflt:\"perspective\",editType:\"calc\"},editType:\"calc\"},editType:\"camera\"},domain:i({name:\"scene\",editType:\"plot\"}),aspectmode:{valType:\"enumerated\",values:[\"auto\",\"cube\",\"data\",\"manual\"],dflt:\"auto\",editType:\"plot\",impliedEdits:{\"aspectratio.x\":void 0,\"aspectratio.y\":void 0,\"aspectratio.z\":void 0}},aspectratio:{x:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},y:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},z:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},editType:\"plot\",impliedEdits:{aspectmode:\"manual\"}},xaxis:n,yaxis:n,zaxis:n,dragmode:{valType:\"enumerated\",values:[\"orbit\",\"turntable\",\"zoom\",\"pan\",!1],editType:\"plot\"},hovermode:{valType:\"enumerated\",values:[\"closest\",!1],dflt:\"closest\",editType:\"modebar\"},uirevision:{valType:\"any\",editType:\"none\"},editType:\"plot\",_deprecated:{cameraposition:{valType:\"info_array\",editType:\"camera\"}}}},13133:function(t,e,r){\"use strict\";var n=r(78614),i=[\"xaxis\",\"yaxis\",\"zaxis\"];function a(){this.enabled=[!0,!0,!0],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.drawSides=[!0,!0,!0],this.lineWidth=[1,1,1]}a.prototype.merge=function(t){for(var e=0;e<3;++e){var r=t[i[e]];r.visible?(this.enabled[e]=r.showspikes,this.colors[e]=n(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness):(this.enabled[e]=!1,this.drawSides[e]=!1)}},t.exports=function(t){var e=new a;return e.merge(t),e}},96085:function(t,e,r){\"use strict\";t.exports=function(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,s=t.fullSceneLayout,l=[[],[],[]],u=0;u<3;++u){var c=s[a[u]];if(c._length=(r[u].hi-r[u].lo)*r[u].pixelsPerDataUnit/t.dataScale[u],Math.abs(c._length)===1/0||isNaN(c._length))l[u]=[];else{c._input_range=c.range.slice(),c.range[0]=r[u].lo/t.dataScale[u],c.range[1]=r[u].hi/t.dataScale[u],c._m=1/(t.dataScale[u]*r[u].pixelsPerDataUnit),c.range[0]===c.range[1]&&(c.range[0]-=1,c.range[1]+=1);var f=c.tickmode;if(\"auto\"===c.tickmode){c.tickmode=\"linear\";var h=c.nticks||i.constrain(c._length/40,4,9);n.autoTicks(c,Math.abs(c.range[1]-c.range[0])/h)}for(var p=n.calcTicks(c,{msUTC:!0}),d=0;d<p.length;++d)p[d].x=p[d].x*t.dataScale[u],\"date\"===c.type&&(p[d].text=p[d].text.replace(/\\<br\\>/g,\" \"));l[u]=p,c.tickmode=f}}for(e.ticks=l,u=0;u<3;++u)for(o[u]=.5*(t.glplot.bounds[0][u]+t.glplot.bounds[1][u]),d=0;d<2;++d)e.bounds[d][u]=t.glplot.bounds[d][u];t.contourLevels=function(t){for(var e=new Array(3),r=0;r<3;++r){for(var n=t[r],i=new Array(n.length),a=0;a<n.length;++a)i[a]=n[a].x;e[r]=i}return e}(l)};var n=r(89298),i=r(71828),a=[\"xaxis\",\"yaxis\",\"zaxis\"],o=[0,0,0]},63538:function(t){\"use strict\";function e(t,e){var r,n,i=[0,0,0,0];for(r=0;r<4;++r)for(n=0;n<4;++n)i[n]+=t[4*r+n]*e[r];return i}t.exports=function(t,r){return e(t.projection,e(t.view,e(t.model,[r[0],r[1],r[2],1])))}},33539:function(t,e,r){\"use strict\";var n,i,a=r(9330).gl_plot3d,o=a.createCamera,s=a.createScene,l=r(40372),u=r(38520),c=r(73972),f=r(71828),h=f.preserveDrawingBuffer(),p=r(89298),d=r(30211),v=r(78614),g=r(58617),y=r(63538),m=r(30422),x=r(13133),b=r(96085),_=r(71739).applyAutorangeOptions,w=!1;function T(t,e){var r=document.createElement(\"div\"),n=t.container;this.graphDiv=t.graphDiv;var i=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");i.style.position=\"absolute\",i.style.top=i.style.left=\"0px\",i.style.width=i.style.height=\"100%\",i.style[\"z-index\"]=20,i.style[\"pointer-events\"]=\"none\",r.appendChild(i),this.svgContainer=i,r.id=t.id,r.style.position=\"absolute\",r.style.top=r.style.left=\"0px\",r.style.width=r.style.height=\"100%\",n.appendChild(r),this.fullLayout=e,this.id=t.id||\"scene\",this.fullSceneLayout=e[this.id],this.plotArgs=[[],{},{}],this.axesOptions=m(e,e[this.id]),this.spikeOptions=x(e[this.id]),this.container=r,this.staticMode=!!t.staticPlot,this.pixelRatio=this.pixelRatio||t.plotGlPixelRatio||2,this.dataScale=[1,1,1],this.contourLevels=[[],[],[]],this.convertAnnotations=c.getComponentMethod(\"annotations3d\",\"convert\"),this.drawAnnotations=c.getComponentMethod(\"annotations3d\",\"draw\"),this.initializeGLPlot()}var k=T.prototype;k.prepareOptions=function(){var t=this,e={canvas:t.canvas,gl:t.gl,glOptions:{preserveDrawingBuffer:h,premultipliedAlpha:!0,antialias:!0},container:t.container,axes:t.axesOptions,spikes:t.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1,cameraObject:t.camera,pixelRatio:t.pixelRatio};if(t.staticMode){if(!(i||(n=document.createElement(\"canvas\"),i=l({canvas:n,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"error creating static canvas/context for image server\");e.gl=i,e.canvas=n}return e};var A=!0;k.tryCreatePlot=function(){var t=this,e=t.prepareOptions(),r=!0;try{t.glplot=s(e)}catch(n){if(t.staticMode||!A||h)r=!1;else{f.warn([\"webgl setup failed possibly due to\",\"false preserveDrawingBuffer config.\",\"The mobile/tablet device may not be detected by is-mobile module.\",\"Enabling preserveDrawingBuffer in second attempt to create webgl scene...\"].join(\" \"));try{h=e.glOptions.preserveDrawingBuffer=!0,t.glplot=s(e)}catch(t){h=e.glOptions.preserveDrawingBuffer=!1,r=!1}}}return A=!1,r},k.initializeGLCamera=function(){var t=this,e=t.fullSceneLayout.camera,r=\"orthographic\"===e.projection.type;t.camera=o(t.container,{center:[e.center.x,e.center.y,e.center.z],eye:[e.eye.x,e.eye.y,e.eye.z],up:[e.up.x,e.up.y,e.up.z],_ortho:r,zoomMin:.01,zoomMax:100,mode:\"orbit\"})},k.initializeGLPlot=function(){var t=this;if(t.initializeGLCamera(),!t.tryCreatePlot())return g(t);t.traces={},t.make4thDimension();var e=t.graphDiv,r=e.layout,n=function(){var e={};return t.isCameraChanged(r)&&(e[t.id+\".camera\"]=t.getCamera()),t.isAspectChanged(r)&&(e[t.id+\".aspectratio\"]=t.glplot.getAspectratio(),\"manual\"!==r[t.id].aspectmode&&(t.fullSceneLayout.aspectmode=r[t.id].aspectmode=e[t.id+\".aspectmode\"]=\"manual\")),e},i=function(t){if(!1!==t.fullSceneLayout.dragmode){var e=n();t.saveLayout(r),t.graphDiv.emit(\"plotly_relayout\",e)}};return t.glplot.canvas&&(t.glplot.canvas.addEventListener(\"mouseup\",(function(){i(t)})),t.glplot.canvas.addEventListener(\"touchstart\",(function(){w=!0})),t.glplot.canvas.addEventListener(\"wheel\",(function(r){if(e._context._scrollZoom.gl3d){if(t.camera._ortho){var n=r.deltaX>r.deltaY?1.1:1/1.1,a=t.glplot.getAspectratio();t.glplot.setAspectratio({x:n*a.x,y:n*a.y,z:n*a.z})}i(t)}}),!!u&&{passive:!1}),t.glplot.canvas.addEventListener(\"mousemove\",(function(){if(!1!==t.fullSceneLayout.dragmode&&0!==t.camera.mouseListener.buttons){var e=n();t.graphDiv.emit(\"plotly_relayouting\",e)}})),t.staticMode||t.glplot.canvas.addEventListener(\"webglcontextlost\",(function(r){e&&e.emit&&e.emit(\"plotly_webglcontextlost\",{event:r,layer:t.id})}),!1)),t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=function(){t.render()},!0},k.render=function(){var t,e=this,r=e.graphDiv,n=e.svgContainer,i=e.container.getBoundingClientRect();r._fullLayout._calcInverseTransform(r);var a=r._fullLayout._invScaleX,o=r._fullLayout._invScaleY,s=i.width*a,l=i.height*o;n.setAttributeNS(null,\"viewBox\",\"0 0 \"+s+\" \"+l),n.setAttributeNS(null,\"width\",s),n.setAttributeNS(null,\"height\",l),b(e),e.glplot.axes.update(e.axesOptions);for(var u=Object.keys(e.traces),c=null,h=e.glplot.selection,v=0;v<u.length;++v)\"skip\"!==(t=e.traces[u[v]]).data.hoverinfo&&t.handlePick(h)&&(c=t),t.setContourLevels&&t.setContourLevels();function g(t,r,n){var i=e.fullSceneLayout[t+\"axis\"];return\"log\"!==i.type&&(r=i.d2l(r)),p.hoverLabelText(i,r,n)}if(null!==c){var m=y(e.glplot.cameraParams,h.dataCoordinate);t=c.data;var x,_=r._fullData[t.index],T=h.index,k={xLabel:g(\"x\",h.traceCoordinate[0],t.xhoverformat),yLabel:g(\"y\",h.traceCoordinate[1],t.yhoverformat),zLabel:g(\"z\",h.traceCoordinate[2],t.zhoverformat)},A=d.castHoverinfo(_,e.fullLayout,T),M=(A||\"\").split(\"+\"),S=A&&\"all\"===A;_.hovertemplate||S||(-1===M.indexOf(\"x\")&&(k.xLabel=void 0),-1===M.indexOf(\"y\")&&(k.yLabel=void 0),-1===M.indexOf(\"z\")&&(k.zLabel=void 0),-1===M.indexOf(\"text\")&&(h.textLabel=void 0),-1===M.indexOf(\"name\")&&(c.name=void 0));var E=[];\"cone\"===t.type||\"streamtube\"===t.type?(k.uLabel=g(\"x\",h.traceCoordinate[3],t.uhoverformat),(S||-1!==M.indexOf(\"u\"))&&E.push(\"u: \"+k.uLabel),k.vLabel=g(\"y\",h.traceCoordinate[4],t.vhoverformat),(S||-1!==M.indexOf(\"v\"))&&E.push(\"v: \"+k.vLabel),k.wLabel=g(\"z\",h.traceCoordinate[5],t.whoverformat),(S||-1!==M.indexOf(\"w\"))&&E.push(\"w: \"+k.wLabel),k.normLabel=h.traceCoordinate[6].toPrecision(3),(S||-1!==M.indexOf(\"norm\"))&&E.push(\"norm: \"+k.normLabel),\"streamtube\"===t.type&&(k.divergenceLabel=h.traceCoordinate[7].toPrecision(3),(S||-1!==M.indexOf(\"divergence\"))&&E.push(\"divergence: \"+k.divergenceLabel)),h.textLabel&&E.push(h.textLabel),x=E.join(\"<br>\")):\"isosurface\"===t.type||\"volume\"===t.type?(k.valueLabel=p.hoverLabelText(e._mockAxis,e._mockAxis.d2l(h.traceCoordinate[3]),t.valuehoverformat),E.push(\"value: \"+k.valueLabel),h.textLabel&&E.push(h.textLabel),x=E.join(\"<br>\")):x=h.textLabel;var L={x:h.traceCoordinate[0],y:h.traceCoordinate[1],z:h.traceCoordinate[2],data:_._input,fullData:_,curveNumber:_.index,pointNumber:T};d.appendArrayPointValue(L,_,T),t._module.eventData&&(L=_._module.eventData(L,h,_,{},T));var C={points:[L]};if(e.fullSceneLayout.hovermode){var 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I,D,z,B=g.makeRectDragger(c,T,\"crosshair\",-x,-x,m,m),N={element:B,gd:u};!1===t.dragmode&&(N.dragmode=!1),V(n.select(B),v.visible&&h<f,{transform:l(b,_)}),N.prepFn=function(){I=null,D=null,z=null,N.moveFn=j,N.doneFn=H,w(u)},N.clampFn=function(t,e){return Math.sqrt(t*t+e*e)<S.MINDRAG&&(t=0,e=0),[t,e]},y.init(N)}function j(t,e){if(I)I(t,e);else{var n=[t,-e],a=[Math.cos(M),Math.sin(M)],s=Math.abs(o.dot(n,a)/Math.sqrt(o.dot(n,n)));isNaN(s)||(I=s<.5?q:G)}var l={};!function(t){null!==D?t[i.id+\".radialaxis.angle\"]=D:null!==z&&(t[i.id+\".radialaxis.range[\"+r+\"]\"]=z)}(l),u.emit(\"plotly_relayouting\",l)}function H(){null!==D?a.call(\"_guiRelayout\",u,i.id+\".radialaxis.angle\",D):null!==z&&a.call(\"_guiRelayout\",u,i.id+\".radialaxis.range[\"+r+\"]\",z)}function q(t,e){if(0!==r){var n=b+t,a=_+e;D=Math.atan2(d-a,n-p),i.vangles&&(D=U(D,i.vangles)),D=F(D);var o=l(p,d)+s(-D);c[\"radial-axis\"].attr(\"transform\",o),c[\"radial-line\"].select(\"line\").attr(\"transform\",o);var 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f=n(a);this.distinctPositions=f.vals,1===f.vals.length&&r!==1/0?this.minDiff=r:this.minDiff=Math.min(f.minDiff,r);var h=(e.posAxis||{}).type;\"category\"!==h&&\"multicategory\"!==h||(this.minDiff=1),this.binWidth=this.minDiff,this.bins={}}i.prototype.put=function(t,e){var r=this.getLabel(t,e),n=this.bins[r]||0;return this.bins[r]=n+e,n},i.prototype.get=function(t,e){var r=this.getLabel(t,e);return this.bins[r]||0},i.prototype.getLabel=function(t,e){return(e<0&&this.sepNegVal?\"v\":\"^\")+(this.overlapNoMerge?t:Math.round(t/this.binWidth))}},16688:function(t,e,r){\"use strict\";var n=r(39898),i=r(7901),a=r(91424),o=r(71828),s=r(73972),l=r(72597).resizeText,u=r(1486),c=u.textfont,f=u.insidetextfont,h=u.outsidetextfont,p=r(69383);function d(t,e,r){a.pointStyle(t.selectAll(\"path\"),e,r),v(t,e,r)}function v(t,e,r){t.selectAll(\"text\").each((function(t){var i=n.select(this),s=o.ensureUniformFontSize(r,g(i,t,e,r));a.font(i,s)}))}function g(t,e,r,n){var 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n=r(7901),i=r(52075).hasColorscale,a=r(1586),o=r(71828).coercePattern;t.exports=function(t,e,r,s,l){var u=r(\"marker.color\",s),c=i(t,\"marker\");c&&a(t,e,l,r,{prefix:\"marker.\",cLetter:\"c\"}),r(\"marker.line.color\",n.defaultLine),i(t,\"marker.line\")&&a(t,e,l,r,{prefix:\"marker.line.\",cLetter:\"c\"}),r(\"marker.line.width\"),r(\"marker.opacity\"),o(r,\"marker.pattern\",u,c),r(\"selected.marker.color\"),r(\"unselected.marker.color\")}},72597:function(t,e,r){\"use strict\";var n=r(39898),i=r(71828);function a(t){return\"_\"+t+\"Text_minsize\"}t.exports={recordMinTextSize:function(t,e,r){if(r.uniformtext.mode){var n=a(t),i=r.uniformtext.minsize,o=e.scale*e.fontSize;e.hide=o<i,r[n]=r[n]||1/0,e.hide||(r[n]=Math.min(r[n],Math.max(o,i)))}},clearMinTextSize:function(t,e){e[a(t)]=void 0},resizeText:function(t,e,r){var a=t._fullLayout,o=a[\"_\"+r+\"Text_minsize\"];if(o){var 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r=t._fullLayout,o=e.subplot,l=r[o].radialaxis,u=r[o].angularaxis,c=l.makeCalcdata(e,\"r\"),f=u.makeCalcdata(e,\"theta\"),h=e._length,p=new Array(h),d=c,v=f,g=0;g<h;g++)p[g]={p:v[g],s:d[g]};function y(t){var r=e[t];void 0!==r&&(e[\"_\"+t]=Array.isArray(r)?u.makeCalcdata(e,t):u.d2c(r,e.thetaunit))}return\"linear\"===u.type&&(y(\"width\"),y(\"offset\")),n(e,\"marker\")&&i(t,e,{vals:e.marker.color,containerStr:\"marker\",cLetter:\"c\"}),n(e,\"marker.line\")&&i(t,e,{vals:e.marker.line.color,containerStr:\"marker.line\",cLetter:\"c\"}),a(p,e),s(p,e),p},crossTraceCalc:function(t,e,r){for(var n=t.calcdata,i=[],a=0;a<n.length;a++){var s=n[a],c=s[0].trace;!0===c.visible&&l(c,\"bar\")&&c.subplot===r&&i.push(s)}var f=u({},e.radialaxis,{_id:\"x\"}),h=e.angularaxis;o(t,h,f,i,{mode:e.barmode,norm:e.barnorm,gap:e.bargap,groupgap:e.bargroupgap})}}},6135:function(t,e,r){\"use strict\";var n=r(71828),i=r(22184).handleRThetaDefaults,a=r(98340),o=r(55023);t.exports=function(t,e,r,s){function l(r,i){return 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R,F,B,N,j,U,V=k+T,H=Boolean(C);if(\"positive\"===P?(M=w*(C?1:.5),R=V,S=R=k):\"negative\"===P?(M=R=k,S=w*(C?1:.5),F=V):(M=S=w,R=F=V),(E.boxpoints||E.points)&&v>0){var q=E.pointpos,G=E.jitter,Z=E.marker.size/2,Y=0;q+G>=0&&((Y=V*(q+G))>M?(H=!0,j=Z,B=Y):Y>R&&(j=Z,B=M)),Y<=M&&(B=M);var W=0;q-G<=0&&((W=-V*(q-G))>S?(H=!0,U=Z,N=W):W>F&&(U=Z,N=S)),W<=S&&(N=S)}else B=M,N=S;var X=new Array(u.length);for(l=0;l<u.length;l++)X[l]=u[l].pos;E._extremes[h]=n.findExtremes(o,X,{padded:H,vpadminus:N,vpadplus:B,vpadLinearized:!0,ppadminus:{x:U,y:j}[p],ppadplus:{x:j,y:U}[p]})}}}t.exports={crossTraceCalc:function(t,e){for(var r=t.calcdata,n=e.xaxis,i=e.yaxis,a=0;a<o.length;a++){for(var l=o[a],u=\"h\"===l?i:n,c=[],f=0;f<r.length;f++){var h=r[f],p=h[0].t,d=h[0].trace;!0!==d.visible||\"box\"!==d.type&&\"candlestick\"!==d.type||p.empty||(d.orientation||\"v\")!==l||d.xaxis!==n._id||d.yaxis!==i._id||c.push(f)}s(\"box\",t,c,u)}},setPositionOffset:s}},36411:function(t,e,r){\"use strict\";var 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b=t.selectAll(\"path.box\").data(\"violin\"!==r.type||r.box.visible?i.identity:[]);b.enter().append(\"path\").style(\"vector-effect\",o?\"none\":\"non-scaling-stroke\").attr(\"class\",\"box\"),b.exit().remove(),b.each((function(t){if(t.empty)return\"M0,0Z\";var e=f.c2l(t.pos+p,!0),a=f.l2p(e-s)+v,o=f.l2p(e+l)+v,b=h?(a+o)/2:f.l2p(e)+v,_=r.whiskerwidth,w=h?a*_+(1-_)*b:f.l2p(e-d)+v,T=h?o*_+(1-_)*b:f.l2p(e+d)+v,k=f.l2p(e-s*x)+v,A=f.l2p(e+l*x)+v,M=\"sd\"===r.sizemode,S=c.c2p(M?t.mean-t.sd:t.q1,!0),E=M?c.c2p(t.mean+t.sd,!0):c.c2p(t.q3,!0),L=i.constrain(M?c.c2p(t.mean,!0):c.c2p(t.med,!0),Math.min(S,E)+1,Math.max(S,E)-1),C=void 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t.forEach((function(t){t.t=n,t.trace=r})),t}:[]);f.enter().append(\"g\").attr(\"class\",\"points\"),f.exit().remove();var h=f.selectAll(\"path\").data((function(t){var e,n,a=t.pts2,o=Math.max((t.max-t.min)/10,t.q3-t.q1),s=1e-9*o,f=.01*o,h=[],p=0;if(r.jitter){if(0===o)for(p=1,h=new Array(a.length),e=0;e<a.length;e++)h[e]=1;else for(e=0;e<a.length;e++){var d=Math.max(0,e-5),v=a[d].v,g=Math.min(a.length-1,e+5),y=a[g].v;\"all\"!==c&&(a[e].v<t.lf?y=Math.min(y,t.lf):v=Math.max(v,t.uf));var m=Math.sqrt(f*(g-d)/(y-v+s))||0;m=i.constrain(Math.abs(m),0,1),h.push(m),p=Math.max(m,p)}n=2*r.jitter/(p||1)}for(e=0;e<a.length;e++){var x=a[e],b=x.v,_=r.jitter?n*h[e]*(i.pseudoRandom()-.5):0,w=t.pos+u+l*(r.pointpos+_);\"h\"===r.orientation?(x.y=w,x.x=b):(x.x=w,x.y=b),\"suspectedoutliers\"===c&&b<t.uo&&b>t.lo&&(x.so=!0)}return a}));h.enter().append(\"path\").classed(\"point\",!0),h.exit().remove(),h.call(a.translatePoints,o,s)}function l(t,e,r,a){var o,s,l=e.val,u=e.pos,c=!!u.rangebreaks,f=a.bPos,h=a.bPosPxOffset||0,p=r.boxmean||(r.meanline||{}).visible;Array.isArray(a.bdPos)?(o=a.bdPos[0],s=a.bdPos[1]):(o=a.bdPos,s=a.bdPos);var d=t.selectAll(\"path.mean\").data(\"box\"===r.type&&r.boxmean||\"violin\"===r.type&&r.box.visible&&r.meanline.visible?i.identity:[]);d.enter().append(\"path\").attr(\"class\",\"mean\").style({fill:\"none\",\"vector-effect\":\"non-scaling-stroke\"}),d.exit().remove(),d.each((function(t){var e=u.c2l(t.pos+f,!0),i=u.l2p(e-o)+h,a=u.l2p(e+s)+h,d=c?(i+a)/2:u.l2p(e)+h,v=l.c2p(t.mean,!0),g=l.c2p(t.mean-t.sd,!0),y=l.c2p(t.mean+t.sd,!0);\"h\"===r.orientation?n.select(this).attr(\"d\",\"M\"+v+\",\"+i+\"V\"+a+(\"sd\"===p?\"m0,0L\"+g+\",\"+d+\"L\"+v+\",\"+i+\"L\"+y+\",\"+d+\"Z\":\"\")):n.select(this).attr(\"d\",\"M\"+i+\",\"+v+\"H\"+a+(\"sd\"===p?\"m0,0L\"+d+\",\"+g+\"L\"+i+\",\"+v+\"L\"+d+\",\"+y+\"Z\":\"\"))}))}t.exports={plot:function(t,e,r,a){var u=t._context.staticPlot,c=e.xaxis,f=e.yaxis;i.makeTraceGroups(a,r,\"trace boxes\").each((function(t){var e,r,i=n.select(this),a=t[0],h=a.t,p=a.trace;h.wdPos=h.bdPos*p.whiskerwidth,!0!==p.visible||h.empty?i.remove():(\"h\"===p.orientation?(e=f,r=c):(e=c,r=f),o(i,{pos:e,val:r},p,h,u),s(i,{x:c,y:f},p,h),l(i,{pos:e,val:r},p,h))}))},plotBoxAndWhiskers:o,plotPoints:s,plotBoxMean:l}},24626:function(t){\"use strict\";t.exports=function(t,e){var r,n,i=t.cd,a=t.xaxis,o=t.yaxis,s=[];if(!1===e)for(r=0;r<i.length;r++)for(n=0;n<(i[r].pts||[]).length;n++)i[r].pts[n].selected=0;else for(r=0;r<i.length;r++)for(n=0;n<(i[r].pts||[]).length;n++){var l=i[r].pts[n],u=a.c2p(l.x),c=o.c2p(l.y);e.contains([u,c],null,l.i,t)?(s.push({pointNumber:l.i,x:a.c2d(l.x),y:o.c2d(l.y)}),l.selected=1):l.selected=0}return s}},58063:function(t,e,r){\"use strict\";var n=r(39898),i=r(7901),a=r(91424);t.exports={style:function(t,e,r){var o=r||n.select(t).selectAll(\"g.trace.boxes\");o.style(\"opacity\",(function(t){return 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t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})).attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"perpendicular\"===t.parcatsViewModel.arrangement?\"ns-resize\":\"move\"})),k(D),E.exit().remove(),S.append(\"text\").attr(\"class\",\"catlabel\").attr(\"pointer-events\",\"none\");var z=e._fullLayout.paper_bgcolor;M.select(\"text.catlabel\").attr(\"text-anchor\",(function(t){return d(t)?\"start\":\"end\"})).attr(\"alignment-baseline\",\"middle\").style(\"text-shadow\",f.makeTextShadow(z)).style(\"fill\",\"rgb(0, 0, 0)\").attr(\"x\",(function(t){return d(t)?t.width+5:-5})).attr(\"y\",(function(t){return t.height/2})).text((function(t){return t.model.categoryLabel})).each((function(t){u.font(n.select(this),t.parcatsViewModel.categorylabelfont),f.convertToTspans(n.select(this),e)})),S.append(\"text\").attr(\"class\",\"dimlabel\"),M.select(\"text.dimlabel\").attr(\"text-anchor\",\"middle\").attr(\"alignment-baseline\",\"baseline\").attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"ew-resize\"})).attr(\"x\",(function(t){return t.width/2})).attr(\"y\",-5).text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})).each((function(t){u.font(n.select(this),t.parcatsViewModel.labelfont)})),M.selectAll(\"rect.bandrect\").on(\"mouseover\",L).on(\"mouseout\",C),M.exit().remove(),A.call(n.behavior.drag().origin((function(t){return{x:t.x,y:0}})).on(\"dragstart\",P).on(\"drag\",O).on(\"dragend\",I)),h.each((function(t){t.traceSelection=n.select(this),t.pathSelection=n.select(this).selectAll(\"g.paths\").selectAll(\"path.path\"),t.dimensionSelection=n.select(this).selectAll(\"g.dimensions\").selectAll(\"g.dimension\")})),h.exit().remove()}function p(t){return t.key}function d(t){var e=t.parcatsViewModel.dimensions.length,r=t.parcatsViewModel.dimensions[e-1].model.dimensionInd;return t.model.dimensionInd===r}function v(t,e){return t.model.rawColor>e.model.rawColor?1:t.model.rawColor<e.model.rawColor?-1:0}function g(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){s.raiseToTop(this),w(n.select(this));var e=m(t),r=x(t);if(t.parcatsViewModel.graphDiv.emit(\"plotly_hover\",{points:e,event:n.event,constraints:r}),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\")){var i,a,l,u=n.mouse(this)[0],f=t.parcatsViewModel.graphDiv,h=t.parcatsViewModel.trace,p=f._fullLayout,d=p._paperdiv.node().getBoundingClientRect(),v=t.parcatsViewModel.graphDiv.getBoundingClientRect();for(l=0;l<t.leftXs.length-1;l++)if(t.leftXs[l]+t.dimWidths[l]-2<=u&&u<=t.leftXs[l+1]+2){var g=t.parcatsViewModel.dimensions[l],y=t.parcatsViewModel.dimensions[l+1];i=(g.x+g.width+y.x)/2,a=(t.topYs[l]+t.topYs[l+1]+t.height)/2;break}var b=t.parcatsViewModel.x+i,_=t.parcatsViewModel.y+a,T=c.mostReadable(t.model.color,[\"black\",\"white\"]),k=t.model.count,A=k/t.parcatsViewModel.model.count,M={countLabel:k,probabilityLabel:A.toFixed(3)},S=[];-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&S.push([\"Count:\",M.countLabel].join(\" \")),-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&S.push([\"P:\",M.probabilityLabel].join(\" \"));var E=S.join(\"<br>\"),L=n.mouse(f)[0];o.loneHover({trace:h,x:b-d.left+v.left,y:_-d.top+v.top,text:E,color:t.model.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:10,fontColor:T,idealAlign:L<b?\"right\":\"left\",hovertemplate:(h.line||{}).hovertemplate,hovertemplateLabels:M,eventData:[{data:h._input,fullData:h,count:k,probability:A}]},{container:p._hoverlayer.node(),outerContainer:p._paper.node(),gd:f})}}}function y(t){if(!t.parcatsViewModel.dragDimension&&(_(n.select(this)),o.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()),t.parcatsViewModel.pathSelection.sort(v),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\"))){var e=m(t),r=x(t);t.parcatsViewModel.graphDiv.emit(\"plotly_unhover\",{points:e,event:n.event,constraints:r})}}function m(t){for(var e=[],r=D(t.parcatsViewModel),n=0;n<t.model.valueInds.length;n++){var i=t.model.valueInds[n];e.push({curveNumber:r,pointNumber:i})}return e}function x(t){for(var e={},r=t.parcatsViewModel.model.dimensions,n=0;n<r.length;n++){var i=r[n],a=i.categories[t.model.categoryInds[n]];e[i.containerInd]=a.categoryValue}return void 0!==t.model.rawColor&&(e.color=t.model.rawColor),e}function b(t){if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){var e=m(t),r=x(t);t.parcatsViewModel.graphDiv.emit(\"plotly_click\",{points:e,event:n.event,constraints:r})}}function _(t){t.attr(\"fill\",(function(t){return t.model.color})).attr(\"fill-opacity\",.6).attr(\"stroke\",\"lightgray\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1)}function w(t){t.attr(\"fill-opacity\",.8).attr(\"stroke\",(function(t){return c.mostReadable(t.model.color,[\"black\",\"white\"])})).attr(\"stroke-width\",.3)}function T(t){t.select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",1).attr(\"stroke-opacity\",1)}function k(t){t.attr(\"stroke\",\"black\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1).attr(\"fill-opacity\",1)}function A(t){var e=t.parcatsViewModel.pathSelection,r=t.categoryViewModel.model.dimensionInd,n=t.categoryViewModel.model.categoryInd;return e.filter((function(e){return e.model.categoryInds[r]===n&&e.model.color===t.color}))}function M(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=n.select(t.parentNode).selectAll(\"rect.bandrect\"),l=[];s.each((function(t){A(t).each((function(t){Array.prototype.push.apply(l,m(t))}))}));var u={};u[a.dimensionInd]=a.categoryValue,o.emit(e,{points:l,event:r,constraints:u})}function S(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=A(i),l=[];s.each((function(t){Array.prototype.push.apply(l,m(t))}));var u={};u[a.dimensionInd]=a.categoryValue,void 0!==i.rawColor&&(u.color=i.rawColor),o.emit(e,{points:l,event:r,constraints:u})}function E(t,e,r){t._fullLayout._calcInverseTransform(t);var i,a,o=t._fullLayout._invScaleX,s=t._fullLayout._invScaleY,l=n.select(r.parentNode).select(\"rect.catrect\"),u=l.node().getBoundingClientRect(),c=l.datum(),f=c.parcatsViewModel,h=f.model.dimensions[c.model.dimensionInd],p=f.trace,d=u.top+u.height/2;f.dimensions.length>1&&h.displayInd===f.dimensions.length-1?(i=u.left,a=\"left\"):(i=u.left+u.width,a=\"right\");var v=c.model.count,g=c.model.categoryLabel,y=v/c.parcatsViewModel.model.count,m={countLabel:v,categoryLabel:g,probabilityLabel:y.toFixed(3)},x=[];-1!==c.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&x.push([\"Count:\",m.countLabel].join(\" \")),-1!==c.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&x.push([\"P(\"+m.categoryLabel+\"):\",m.probabilityLabel].join(\" \"));var b=x.join(\"<br>\");return{trace:p,x:o*(i-e.left),y:s*(d-e.top),text:b,color:\"lightgray\",borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:12,fontColor:\"black\",idealAlign:a,hovertemplate:p.hovertemplate,hovertemplateLabels:m,eventData:[{data:p._input,fullData:p,count:v,category:g,probability:y}]}}function L(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){if(n.mouse(this)[1]<-1)return;var e,r=t.parcatsViewModel.graphDiv,i=r._fullLayout,a=i._paperdiv.node().getBoundingClientRect(),l=t.parcatsViewModel.hoveron,u=this;\"color\"===l?(function(t){var e=n.select(t).datum(),r=A(e);w(r),r.each((function(){s.raiseToTop(this)})),n.select(t.parentNode).selectAll(\"rect.bandrect\").filter((function(t){return t.color===e.color})).each((function(){s.raiseToTop(this),n.select(this).attr(\"stroke\",\"black\").attr(\"stroke-width\",1.5)}))}(u),S(u,\"plotly_hover\",n.event)):(function(t){n.select(t.parentNode).selectAll(\"rect.bandrect\").each((function(t){var e=A(t);w(e),e.each((function(){s.raiseToTop(this)}))})),n.select(t.parentNode).select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",2.5)}(u),M(u,\"plotly_hover\",n.event)),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\")&&(\"category\"===l?e=E(r,a,u):\"color\"===l?e=function(t,e,r){t._fullLayout._calcInverseTransform(t);var i,a,o=t._fullLayout._invScaleX,s=t._fullLayout._invScaleY,l=r.getBoundingClientRect(),u=n.select(r).datum(),f=u.categoryViewModel,h=f.parcatsViewModel,p=h.model.dimensions[f.model.dimensionInd],d=h.trace,v=l.y+l.height/2;h.dimensions.length>1&&p.displayInd===h.dimensions.length-1?(i=l.left,a=\"left\"):(i=l.left+l.width,a=\"right\");var g=f.model.categoryLabel,y=u.parcatsViewModel.model.count,m=0;u.categoryViewModel.bands.forEach((function(t){t.color===u.color&&(m+=t.count)}));var x=f.model.count,b=0;h.pathSelection.each((function(t){t.model.color===u.color&&(b+=t.model.count)}));var _=m/y,w=m/b,T=m/x,k={countLabel:y,categoryLabel:g,probabilityLabel:_.toFixed(3)},A=[];-1!==f.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&A.push([\"Count:\",k.countLabel].join(\" \")),-1!==f.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&(A.push(\"P(color ∩ \"+g+\"): \"+k.probabilityLabel),A.push(\"P(\"+g+\" | color): \"+w.toFixed(3)),A.push(\"P(color | \"+g+\"): \"+T.toFixed(3)));var M=A.join(\"<br>\"),S=c.mostReadable(u.color,[\"black\",\"white\"]);return{trace:d,x:o*(i-e.left),y:s*(v-e.top),text:M,color:u.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontColor:S,fontSize:10,idealAlign:a,hovertemplate:d.hovertemplate,hovertemplateLabels:k,eventData:[{data:d._input,fullData:d,category:g,count:y,probability:_,categorycount:x,colorcount:b,bandcolorcount:m}]}}(r,a,u):\"dimension\"===l&&(e=function(t,e,r){var i=[];return n.select(r.parentNode.parentNode).selectAll(\"g.category\").select(\"rect.catrect\").each((function(){i.push(E(t,e,this))})),i}(r,a,u)),e&&o.loneHover(e,{container:i._hoverlayer.node(),outerContainer:i._paper.node(),gd:r}))}}function C(t){var e=t.parcatsViewModel;e.dragDimension||(_(e.pathSelection),T(e.dimensionSelection.selectAll(\"g.category\")),k(e.dimensionSelection.selectAll(\"g.category\").selectAll(\"rect.bandrect\")),o.loneUnhover(e.graphDiv._fullLayout._hoverlayer.node()),e.pathSelection.sort(v),-1!==e.hoverinfoItems.indexOf(\"skip\"))||(\"color\"===t.parcatsViewModel.hoveron?S(this,\"plotly_unhover\",n.event):M(this,\"plotly_unhover\",n.event))}function P(t){\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragDimensionDisplayInd=t.model.displayInd,t.initialDragDimensionDisplayInds=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),t.dragHasMoved=!1,t.dragCategoryDisplayInd=null,n.select(this).selectAll(\"g.category\").select(\"rect.catrect\").each((function(e){var r=n.mouse(this)[0],i=n.mouse(this)[1];-2<=r&&r<=e.width+2&&-2<=i&&i<=e.height+2&&(t.dragCategoryDisplayInd=e.model.displayInd,t.initialDragCategoryDisplayInds=t.model.categories.map((function(t){return t.displayInd})),e.model.dragY=e.y,s.raiseToTop(this.parentNode),n.select(this.parentNode).selectAll(\"rect.bandrect\").each((function(e){e.y<i&&i<=e.y+e.height&&(t.potentialClickBand=this)})))})),t.parcatsViewModel.dragDimension=t,o.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()))}function O(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragHasMoved=!0,null!==t.dragDimensionDisplayInd)){var e=t.dragDimensionDisplayInd,r=e-1,i=e+1,a=t.parcatsViewModel.dimensions[e];if(null!==t.dragCategoryDisplayInd){var o=a.categories[t.dragCategoryDisplayInd];o.model.dragY+=n.event.dy;var s=o.model.dragY,l=o.model.displayInd,u=a.categories,c=u[l-1],f=u[l+1];void 0!==c&&s<c.y+c.height/2&&(o.model.displayInd=c.model.displayInd,c.model.displayInd=l),void 0!==f&&s+o.height>f.y+f.height/2&&(o.model.displayInd=f.model.displayInd,f.model.displayInd=l),t.dragCategoryDisplayInd=o.model.displayInd}if(null===t.dragCategoryDisplayInd||\"freeform\"===t.parcatsViewModel.arrangement){a.model.dragX=n.event.x;var h=t.parcatsViewModel.dimensions[r],p=t.parcatsViewModel.dimensions[i];void 0!==h&&a.model.dragX<h.x+h.width&&(a.model.displayInd=h.model.displayInd,h.model.displayInd=e),void 0!==p&&a.model.dragX+a.width>p.x&&(a.model.displayInd=p.model.displayInd,p.model.displayInd=t.dragDimensionDisplayInd),t.dragDimensionDisplayInd=a.model.displayInd}j(t.parcatsViewModel),N(t.parcatsViewModel),R(t.parcatsViewModel),z(t.parcatsViewModel)}}function I(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&null!==t.dragDimensionDisplayInd){n.select(this).selectAll(\"text\").attr(\"font-weight\",\"normal\");var e={},r=D(t.parcatsViewModel),i=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),o=t.initialDragDimensionDisplayInds.some((function(t,e){return t!==i[e]}));o&&i.forEach((function(r,n){var i=t.parcatsViewModel.model.dimensions[n].containerInd;e[\"dimensions[\"+i+\"].displayindex\"]=r}));var s=!1;if(null!==t.dragCategoryDisplayInd){var l=t.model.categories.map((function(t){return t.displayInd}));if(s=t.initialDragCategoryDisplayInds.some((function(t,e){return t!==l[e]}))){var u=t.model.categories.slice().sort((function(t,e){return t.displayInd-e.displayInd})),c=u.map((function(t){return t.categoryValue})),f=u.map((function(t){return t.categoryLabel}));e[\"dimensions[\"+t.model.containerInd+\"].categoryarray\"]=[c],e[\"dimensions[\"+t.model.containerInd+\"].ticktext\"]=[f],e[\"dimensions[\"+t.model.containerInd+\"].categoryorder\"]=\"array\"}}-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")&&!t.dragHasMoved&&t.potentialClickBand&&(\"color\"===t.parcatsViewModel.hoveron?S(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent):M(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent)),t.model.dragX=null,null!==t.dragCategoryDisplayInd&&(t.parcatsViewModel.dimensions[t.dragDimensionDisplayInd].categories[t.dragCategoryDisplayInd].model.dragY=null,t.dragCategoryDisplayInd=null),t.dragDimensionDisplayInd=null,t.parcatsViewModel.dragDimension=null,t.dragHasMoved=null,t.potentialClickBand=null,j(t.parcatsViewModel),N(t.parcatsViewModel),n.transition().duration(300).ease(\"cubic-in-out\").each((function(){R(t.parcatsViewModel,!0),z(t.parcatsViewModel,!0)})).each(\"end\",(function(){(o||s)&&a.restyle(t.parcatsViewModel.graphDiv,e,[r])}))}}function D(t){for(var e,r=t.graphDiv._fullData,n=0;n<r.length;n++)if(t.key===r[n].uid){e=n;break}return e}function z(t,e){var r;void 0===e&&(e=!1),t.pathSelection.data((function(t){return t.paths}),p),(r=t.pathSelection,e?r.transition():r).attr(\"d\",(function(t){return t.svgD}))}function R(t,e){function r(t){return e?t.transition():t}void 0===e&&(e=!1),t.dimensionSelection.data((function(t){return t.dimensions}),p);var i=t.dimensionSelection.selectAll(\"g.category\").data((function(t){return t.categories}),p);r(t.dimensionSelection).attr(\"transform\",(function(t){return l(t.x,0)})),r(i).attr(\"transform\",(function(t){return l(0,t.y)})),i.select(\".dimlabel\").text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})),i.select(\".catlabel\").attr(\"text-anchor\",(function(t){return d(t)?\"start\":\"end\"})).attr(\"x\",(function(t){return d(t)?t.width+5:-5})).each((function(t){var e,r;d(t)?(e=t.width+5,r=\"start\"):(e=-5,r=\"end\"),n.select(this).selectAll(\"tspan\").attr(\"x\",e).attr(\"text-anchor\",r)}));var a=i.selectAll(\"rect.bandrect\").data((function(t){return t.bands}),p),o=a.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"cursor\",\"move\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.color})).attr(\"fill-opacity\",0);a.attr(\"fill\",(function(t){return t.color})).attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})),k(o),a.each((function(){s.raiseToTop(this)})),a.exit().remove()}function F(t,e,r){var n,i=r[0],a=e.margin||{l:80,r:80,t:100,b:80},o=i.trace,s=o.domain,l=e.width,u=e.height,c=Math.floor(l*(s.x[1]-s.x[0])),f=Math.floor(u*(s.y[1]-s.y[0])),h=s.x[0]*l+a.l,p=e.height-s.y[1]*e.height+a.t,d=o.line.shape;n=\"all\"===o.hoverinfo?[\"count\",\"probability\"]:(o.hoverinfo||\"\").split(\"+\");var v={trace:o,key:o.uid,model:i,x:h,y:p,width:c,height:f,hoveron:o.hoveron,hoverinfoItems:n,arrangement:o.arrangement,bundlecolors:o.bundlecolors,sortpaths:o.sortpaths,labelfont:o.labelfont,categorylabelfont:o.tickfont,pathShape:d,dragDimension:null,margin:a,paths:[],dimensions:[],graphDiv:t,traceSelection:null,pathSelection:null,dimensionSelection:null};return i.dimensions&&(j(v),N(v)),v}function B(t,e,r,n,a){var o,s,l=[],u=[];for(s=0;s<r.length-1;s++)o=i(r[s]+t[s],t[s+1]),l.push(o(a)),u.push(o(1-a));var c=\"M \"+t[0]+\",\"+e[0];for(c+=\"l\"+r[0]+\",0 \",s=1;s<r.length;s++)c+=\"C\"+l[s-1]+\",\"+e[s-1]+\" \"+u[s-1]+\",\"+e[s]+\" \"+t[s]+\",\"+e[s],c+=\"l\"+r[s]+\",0 \";for(c+=\"l0,\"+n+\" \",c+=\"l -\"+r[r.length-1]+\",0 \",s=r.length-2;s>=0;s--)c+=\"C\"+u[s]+\",\"+(e[s+1]+n)+\" \"+l[s]+\",\"+(e[s]+n)+\" \"+(t[s]+r[s])+\",\"+(e[s]+n),c+=\"l-\"+r[s]+\",0 \";return c+\"Z\"}function N(t){var e=t.dimensions,r=t.model,n=e.map((function(t){return t.categories.map((function(t){return t.y}))})),i=t.model.dimensions.map((function(t){return t.categories.map((function(t){return t.displayInd}))})),a=t.model.dimensions.map((function(t){return t.displayInd})),o=t.dimensions.map((function(t){return t.model.dimensionInd})),s=e.map((function(t){return t.x})),l=e.map((function(t){return t.width})),u=[];for(var c in r.paths)r.paths.hasOwnProperty(c)&&u.push(r.paths[c]);function f(t){var e=t.categoryInds.map((function(t,e){return i[e][t]}));return o.map((function(t){return e[t]}))}u.sort((function(e,r){var n=f(e),i=f(r);return\"backward\"===t.sortpaths&&(n.reverse(),i.reverse()),n.push(e.valueInds[0]),i.push(r.valueInds[0]),t.bundlecolors&&(n.unshift(e.rawColor),i.unshift(r.rawColor)),n<i?-1:n>i?1:0}));for(var h=new Array(u.length),p=e[0].model.count,d=e[0].categories.map((function(t){return t.height})).reduce((function(t,e){return t+e})),v=0;v<u.length;v++){var g,y=u[v];g=p>0?d*(y.count/p):0;for(var m,x=new Array(n.length),b=0;b<y.categoryInds.length;b++){var 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n=r(50693),i=r(13838),a=r(41940),o=r(27670).Y,s=r(1426).extendFlat,l=r(44467).templatedArray;t.exports={domain:o({name:\"parcoords\",trace:!0,editType:\"plot\"}),labelangle:{valType:\"angle\",dflt:0,editType:\"plot\"},labelside:{valType:\"enumerated\",values:[\"top\",\"bottom\"],dflt:\"top\",editType:\"plot\"},labelfont:a({editType:\"plot\"}),tickfont:a({editType:\"plot\"}),rangefont:a({editType:\"plot\"}),dimensions:l(\"dimension\",{label:{valType:\"string\",editType:\"plot\"},tickvals:s({},i.tickvals,{editType:\"plot\"}),ticktext:s({},i.ticktext,{editType:\"plot\"}),tickformat:s({},i.tickformat,{editType:\"plot\"}),visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},range:{valType:\"info_array\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},constraintrange:{valType:\"info_array\",freeLength:!0,dimensions:\"1-2\",items:[{valType:\"any\",editType:\"plot\"},{valType:\"any\",editType:\"plot\"}],editType:\"plot\"},multiselect:{valType:\"boolean\",dflt:!0,editType:\"plot\"},values:{valType:\"data_array\",editType:\"calc\"},editType:\"calc\"}),line:s({editType:\"calc\"},n(\"line\",{colorscaleDflt:\"Viridis\",autoColorDflt:!1,editTypeOverride:\"calc\"})),unselected:{line:{color:{valType:\"color\",dflt:\"#7f7f7f\",editType:\"plot\"},opacity:{valType:\"number\",min:0,max:1,dflt:\"auto\",editType:\"plot\"},editType:\"plot\"},editType:\"plot\"}}},57920:function(t,e,r){\"use 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s(\"line.colorscale\"),a(t,e,o,s,{prefix:\"line.\",cLetter:\"c\"}),l.length;e.line.color=r}return 1/0}(t,e,r,l,c);o(e,l,c),Array.isArray(v)&&v.length||(e.visible=!1),h(e,v,\"values\",g);var y={family:l.font.family,size:Math.round(l.font.size/1.2),color:l.font.color};n.coerceFont(c,\"labelfont\",y),n.coerceFont(c,\"tickfont\",y),n.coerceFont(c,\"rangefont\",y),c(\"labelangle\"),c(\"labelside\"),c(\"unselected.line.color\"),c(\"unselected.line.opacity\")}},1602:function(t,e,r){\"use strict\";var n=r(71828).isTypedArray;e.convertTypedArray=function(t){return n(t)?Array.prototype.slice.call(t):t},e.isOrdinal=function(t){return!!t.tickvals},e.isVisible=function(t){return t.visible||!(\"visible\"in t)}},67618:function(t,e,r){\"use strict\";var n=r(71791);n.plot=r(21341),t.exports=n},83398:function(t,e,r){\"use strict\";var n=r(56068),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nattribute vec4 p01_04, p05_08, p09_12, p13_16,\\n               p17_20, p21_24, p25_28, p29_32,\\n               p33_36, p37_40, p41_44, p45_48,\\n               p49_52, p53_56, p57_60, colors;\\n\\nuniform mat4 dim0A, dim1A, dim0B, dim1B, dim0C, dim1C, dim0D, dim1D,\\n             loA, hiA, loB, hiB, loC, hiC, loD, hiD;\\n\\nuniform vec2 resolution, viewBoxPos, viewBoxSize;\\nuniform float maskHeight;\\nuniform float drwLayer; // 0: context, 1: focus, 2: pick\\nuniform vec4 contextColor;\\nuniform sampler2D maskTexture, palette;\\n\\nbool isPick    = (drwLayer > 1.5);\\nbool isContext = (drwLayer < 0.5);\\n\\nconst vec4 ZEROS = vec4(0.0, 0.0, 0.0, 0.0);\\nconst vec4 UNITS = vec4(1.0, 1.0, 1.0, 1.0);\\n\\nfloat val(mat4 p, mat4 v) {\\n    return dot(matrixCompMult(p, v) * UNITS, UNITS);\\n}\\n\\nfloat axisY(float ratio, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float y1 = val(A, dim0A) + val(B, dim0B) + val(C, dim0C) + val(D, dim0D);\\n    float y2 = val(A, dim1A) + val(B, dim1B) + val(C, dim1C) + val(D, dim1D);\\n    return y1 * (1.0 - ratio) + y2 * ratio;\\n}\\n\\nint iMod(int a, int b) {\\n    return a - b * (a / b);\\n}\\n\\nbool fOutside(float p, float lo, float hi) {\\n    return (lo < hi) && (lo > p || p > hi);\\n}\\n\\nbool vOutside(vec4 p, vec4 lo, vec4 hi) {\\n    return (\\n        fOutside(p[0], lo[0], hi[0]) ||\\n        fOutside(p[1], lo[1], hi[1]) ||\\n        fOutside(p[2], lo[2], hi[2]) ||\\n        fOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool mOutside(mat4 p, mat4 lo, mat4 hi) {\\n    return (\\n        vOutside(p[0], lo[0], hi[0]) ||\\n        vOutside(p[1], lo[1], hi[1]) ||\\n        vOutside(p[2], lo[2], hi[2]) ||\\n        vOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool outsideBoundingBox(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    return mOutside(A, loA, hiA) ||\\n           mOutside(B, loB, hiB) ||\\n           mOutside(C, loC, hiC) ||\\n           mOutside(D, loD, hiD);\\n}\\n\\nbool outsideRasterMask(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    mat4 pnts[4];\\n    pnts[0] = A;\\n    pnts[1] = B;\\n    pnts[2] = C;\\n    pnts[3] = D;\\n\\n    for(int i = 0; i < 4; ++i) {\\n        for(int j = 0; j < 4; ++j) {\\n            for(int k = 0; k < 4; ++k) {\\n                if(0 == iMod(\\n                    int(255.0 * texture2D(maskTexture,\\n                        vec2(\\n                            (float(i * 2 + j / 2) + 0.5) / 8.0,\\n                            (pnts[i][j][k] * (maskHeight - 1.0) + 1.0) / maskHeight\\n                        ))[3]\\n                    ) / int(pow(2.0, float(iMod(j * 4 + k, 8)))),\\n                    2\\n                )) return true;\\n            }\\n        }\\n    }\\n    return false;\\n}\\n\\nvec4 position(bool isContext, float v, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float x = 0.5 * sign(v) + 0.5;\\n    float y = axisY(x, A, B, C, D);\\n    float z = 1.0 - abs(v);\\n\\n    z += isContext ? 0.0 : 2.0 * float(\\n        outsideBoundingBox(A, B, C, D) ||\\n        outsideRasterMask(A, B, C, D)\\n    );\\n\\n    return vec4(\\n        2.0 * (vec2(x, y) * viewBoxSize + viewBoxPos) / resolution - 1.0,\\n        z,\\n        1.0\\n    );\\n}\\n\\nvoid main() {\\n    mat4 A = mat4(p01_04, p05_08, p09_12, p13_16);\\n    mat4 B = mat4(p17_20, p21_24, p25_28, p29_32);\\n    mat4 C = mat4(p33_36, p37_40, p41_44, p45_48);\\n    mat4 D = mat4(p49_52, p53_56, p57_60, ZEROS);\\n\\n    float v = colors[3];\\n\\n    gl_Position = position(isContext, v, A, B, C, D);\\n\\n    fragColor =\\n        isContext ? vec4(contextColor) :\\n        isPick ? vec4(colors.rgb, 1.0) : texture2D(palette, vec2(abs(v), 0.5));\\n}\\n\"]),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n    gl_FragColor = fragColor;\\n}\\n\"]),o=r(25706).maxDimensionCount,s=r(71828),l=1e-6,u=new Uint8Array(4),c=new Uint8Array(4),f={shape:[256,1],format:\"rgba\",type:\"uint8\",mag:\"nearest\",min:\"nearest\"};function h(t,e,r,n,i){var a=t._gl;a.enable(a.SCISSOR_TEST),a.scissor(e,r,n,i),t.clear({color:[0,0,0,0],depth:1})}function p(t,e,r,n,i,a){var o=a.key;r.drawCompleted||(function(t){t.read({x:0,y:0,width:1,height:1,data:u})}(t),r.drawCompleted=!0),function s(l){var u=Math.min(n,i-l*n);0===l&&(window.cancelAnimationFrame(r.currentRafs[o]),delete r.currentRafs[o],h(t,a.scissorX,a.scissorY,a.scissorWidth,a.viewBoxSize[1])),r.clearOnly||(a.count=2*u,a.offset=2*l*n,e(a),l*n+u<i&&(r.currentRafs[o]=window.requestAnimationFrame((function(){s(l+1)}))),r.drawCompleted=!1)}(0)}function d(t,e){for(var r=new Array(256),n=0;n<256;n++)r[n]=t(n/255).concat(e);return r}function v(t,e){return(t>>>8*e)%256/255}function g(t,e,r){for(var n=new Array(8*e),i=0,a=0;a<e;a++)for(var o=0;o<2;o++)for(var s=0;s<4;s++){var l=4*t+s,u=r[64*a+l];63===l&&0===o&&(u*=-1),n[i++]=u}return n}function y(t){var e=\"0\"+t;return e.substr(e.length-2)}function m(t){return t<o?\"p\"+y(t+1)+\"_\"+y(t+4):\"colors\"}function x(t,e,r,n,i,a,o,l,u,c,f,h,p,d){for(var v=[[],[]],g=0;g<64;g++)v[0][g]=g===i?1:0,v[1][g]=g===a?1:0;o*=d,l*=d,u*=d,c*=d;var y=t.lines.canvasOverdrag*d,m=t.domain,x=t.canvasWidth*d,b=t.canvasHeight*d,_=t.pad.l*d,w=t.pad.b*d,T=t.layoutHeight*d,k=t.layoutWidth*d,A=t.deselectedLines.color,M=t.deselectedLines.opacity;return s.extendFlat({key:f,resolution:[x,b],viewBoxPos:[o+y,l],viewBoxSize:[u,c],i0:i,i1:a,dim0A:v[0].slice(0,16),dim0B:v[0].slice(16,32),dim0C:v[0].slice(32,48),dim0D:v[0].slice(48,64),dim1A:v[1].slice(0,16),dim1B:v[1].slice(16,32),dim1C:v[1].slice(32,48),dim1D:v[1].slice(48,64),drwLayer:h,contextColor:[A[0]/255,A[1]/255,A[2]/255,\"auto\"!==M?A[3]*M:Math.max(1/255,Math.pow(1/t.lines.color.length,1/3))],scissorX:(n===e?0:o+y)+(_-y)+k*m.x[0],scissorWidth:(n===r?x-o+y:u+.5)+(n===e?o+y:0),scissorY:l+w+T*m.y[0],scissorHeight:c,viewportX:_-y+k*m.x[0],viewportY:w+T*m.y[0],viewportWidth:x,viewportHeight:b},p)}function b(t){var e=2047,r=Math.max(0,Math.floor(t[0]*e),0),n=Math.min(e,Math.ceil(t[1]*e),e);return[Math.min(r,n),Math.max(r,n)]}t.exports=function(t,e){var r,n,u,y,_,w=e.context,T=e.pick,k=e.regl,A=k._gl,M=A.getParameter(A.ALIASED_LINE_WIDTH_RANGE),S=Math.max(M[0],Math.min(M[1],e.viewModel.plotGlPixelRatio)),E={currentRafs:{},drawCompleted:!0,clearOnly:!1},L=function(t){for(var e={},r=0;r<=o;r+=4)e[m(r)]=t.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array(0)});return e}(k),C=k.texture(f),P=[];I(e);var O=k({profile:!1,blend:{enable:w,func:{srcRGB:\"src alpha\",dstRGB:\"one minus src 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I(t){r=t.model,n=t.viewModel,u=n.dimensions.slice(),y=u[0]?u[0].values.length:0;var e=r.lines,i=T?e.color.map((function(t,r){return r/e.color.length})):e.color,a=function(t,e,r){for(var n,i=new Array(t*(o+4)),a=0,s=0;s<t;s++){for(var u=0;u<o;u++)i[a++]=u<e.length?e[u].paddedUnitValues[s]:.5;i[a++]=v(s,2),i[a++]=v(s,1),i[a++]=v(s,0),i[a++]=(n=r[s],Math.max(l,Math.min(.999999,n)))}return i}(y,u,i);!function(t,e,r){for(var n=0;n<=o;n+=4)t[m(n)](g(n/4,e,r))}(L,y,a),w||T||(C=k.texture(s.extendFlat({data:d(r.unitToColor,255)},f)))}return{render:function(t,e,n){var i,a,o,s=t.length,l=1/0,c=-1/0;for(i=0;i<s;i++)t[i].dim0.canvasX<l&&(l=t[i].dim0.canvasX,a=i),t[i].dim1.canvasX>c&&(c=t[i].dim1.canvasX,o=i);0===s&&h(k,0,0,r.canvasWidth,r.canvasHeight);var f=function(t){var e,r,n,i=[[],[]];for(n=0;n<64;n++){var a=!t&&n<u.length?u[n].brush.filter.getBounds():[-1/0,1/0];i[0][n]=a[0],i[1][n]=a[1]}var o=new Array(16384);for(e=0;e<16384;e++)o[e]=255;if(!t)for(e=0;e<u.length;e++){var s=e%8,l=(e-s)/8,c=Math.pow(2,s),f=u[e].brush.filter.get();if(!(f.length<2)){var h=b(f[0])[1];for(r=1;r<f.length;r++){var p=b(f[r]);for(n=h+1;n<p[0];n++)o[8*n+l]&=~c;h=Math.max(h,p[1])}}}var d={shape:[8,2048],format:\"alpha\",type:\"uint8\",mag:\"nearest\",min:\"nearest\",data:o};return _?_(d):_=k.texture(d),{maskTexture:_,maskHeight:2048,loA:i[0].slice(0,16),loB:i[0].slice(16,32),loC:i[0].slice(32,48),loD:i[0].slice(48,64),hiA:i[1].slice(0,16),hiB:i[1].slice(16,32),hiC:i[1].slice(32,48),hiD:i[1].slice(48,64)}}(w);for(i=0;i<s;i++){var d=t[i],v=d.dim0.crossfilterDimensionIndex,g=d.dim1.crossfilterDimensionIndex,m=d.canvasX,A=d.canvasY,M=m+d.panelSizeX,S=d.plotGlPixelRatio;if(e||!P[v]||P[v][0]!==m||P[v][1]!==M){P[v]=[m,M];var L=x(r,a,o,i,v,g,m,A,d.panelSizeX,d.panelSizeY,d.dim0.crossfilterDimensionIndex,w?0:T?2:1,f,S);E.clearOnly=n;var C=e?r.lines.blockLineCount:y;p(k,O,E,C,y,L)}}},readPixel:function(t,e){return k.read({x:t,y:e,width:1,height:1,data:c}),c},readPixels:function(t,e,r,n){var i=new Uint8Array(4*r*n);return k.read({x:t,y:e,width:r,height:n,data:i}),i},destroy:function(){for(var e in t.style[\"pointer-events\"]=\"none\",C.destroy(),_&&_.destroy(),L)L[e].destroy()},update:I}}},94397:function(t){\"use strict\";t.exports=function(t,e,r,n){var i,a;for(n||(n=1/0),i=0;i<e.length;i++)(a=e[i]).visible&&(n=Math.min(n,a[r].length));for(n===1/0&&(n=0),t._length=n,i=0;i<e.length;i++)(a=e[i]).visible&&(a._length=n);return n}},17171:function(t,e,r){\"use strict\";var n=r(39898),i=r(71828),a=i.numberFormat,o=r(36652),s=r(89298),l=i.strRotate,u=i.strTranslate,c=r(63893),f=r(91424),h=r(21081),p=r(28984),d=p.keyFun,v=p.repeat,g=p.unwrap,y=r(1602),m=r(25706),x=r(57920),b=r(83398);function _(t,e,r){return i.aggNums(t,null,e,r)}function w(t,e){return k(_(Math.min,t,e),_(Math.max,t,e))}function T(t){var e=t.range;return e?k(e[0],e[1]):w(t.values,t._length)}function k(t,e){return!isNaN(t)&&isFinite(t)||(t=0),!isNaN(e)&&isFinite(e)||(e=0),t===e&&(0===t?(t-=1,e+=1):(t*=.9,e*=1.1)),[t,e]}function A(t,e,r,i,o){var s,l,u=T(r);return i?n.scale.ordinal().domain(i.map((s=a(r.tickformat),l=o,l?function(t,e){var r=l[e];return null==r?s(t):r}:s))).range(i.map((function(r){var n=(r-u[0])/(u[1]-u[0]);return t-e+n*(2*e-t)}))):n.scale.linear().domain(u).range([t-e,e])}function M(t){if(t.tickvals){var e=T(t);return n.scale.ordinal().domain(t.tickvals).range(t.tickvals.map((function(t){return(t-e[0])/(e[1]-e[0])})))}}function S(t){var e=t.map((function(t){return t[0]})),r=t.map((function(t){var e=o(t[1]);return n.rgb(\"rgb(\"+e[0]+\",\"+e[1]+\",\"+e[2]+\")\")})),i=\"rgb\".split(\"\").map((function(t){return n.scale.linear().clamp(!0).domain(e).range(r.map((i=t,function(t){return t[i]})));var i}));return function(t){return i.map((function(e){return e(t)}))}}function E(t){return t.dimensions.some((function(t){return t.brush.filterSpecified}))}function L(t,e,r){var a=g(e),s=a.trace,l=y.convertTypedArray(a.lineColor),u=s.line,c={color:o(s.unselected.line.color),opacity:s.unselected.line.opacity},f=h.extractOpts(u),p=f.reversescale?h.flipScale(a.cscale):a.cscale,d=s.domain,v=s.dimensions,x=t.width,b=s.labelangle,_=s.labelside,w=s.labelfont,k=s.tickfont,A=s.rangefont,M=i.extendDeepNoArrays({},u,{color:l.map(n.scale.linear().domain(T({values:l,range:[f.min,f.max],_length:s._length}))),blockLineCount:m.blockLineCount,canvasOverdrag:m.overdrag*m.canvasPixelRatio}),E=Math.floor(x*(d.x[1]-d.x[0])),L=Math.floor(t.height*(d.y[1]-d.y[0])),C=t.margin||{l:80,r:80,t:100,b:80},P=E,O=L;return{key:r,colCount:v.filter(y.isVisible).length,dimensions:v,tickDistance:m.tickDistance,unitToColor:S(p),lines:M,deselectedLines:c,labelAngle:b,labelSide:_,labelFont:w,tickFont:k,rangeFont:A,layoutWidth:x,layoutHeight:t.height,domain:d,translateX:d.x[0]*x,translateY:t.height-d.y[1]*t.height,pad:C,canvasWidth:P*m.canvasPixelRatio+2*M.canvasOverdrag,canvasHeight:O*m.canvasPixelRatio,width:P,height:O,canvasPixelRatio:m.canvasPixelRatio}}function C(t,e,r){var o=r.width,s=r.height,l=r.dimensions,u=r.canvasPixelRatio,c=function(t){return o*t/Math.max(1,r.colCount-1)},f=m.verticalPadding/s,h=function(t,e){return n.scale.linear().range([e,t-e])}(s,m.verticalPadding),p={key:r.key,xScale:c,model:r,inBrushDrag:!1},d={};return p.dimensions=l.filter(y.isVisible).map((function(o,l){var v=function(t,e){return n.scale.linear().domain(T(t)).range([e,1-e])}(o,f),g=d[o.label];d[o.label]=(g||0)+1;var b=o.label+(g?\"__\"+g:\"\"),_=o.constraintrange,w=_&&_.length;w&&!Array.isArray(_[0])&&(_=[_]);var k=w?_.map((function(t){return t.map(v)})):[[-1/0,1/0]],S=o.values;S.length>o._length&&(S=S.slice(0,o._length));var L,C=o.tickvals;function P(t,e){return{val:t,text:L[e]}}function O(t,e){return t.val-e.val}if(Array.isArray(C)&&C.length){L=o.ticktext,Array.isArray(L)&&L.length?L.length>C.length?L=L.slice(0,C.length):C.length>L.length&&(C=C.slice(0,L.length)):L=C.map(a(o.tickformat));for(var I=1;I<C.length;I++)if(C[I]<C[I-1]){for(var D=C.map(P).sort(O),z=0;z<C.length;z++)C[z]=D[z].val,L[z]=D[z].text;break}}else C=void 0;return S=y.convertTypedArray(S),{key:b,label:o.label,tickFormat:o.tickformat,tickvals:C,ticktext:L,ordinal:y.isOrdinal(o),multiselect:o.multiselect,xIndex:l,crossfilterDimensionIndex:l,visibleIndex:o._index,height:s,values:S,paddedUnitValues:S.map(v),unitTickvals:C&&C.map(v),xScale:c,x:c(l),canvasX:c(l)*u,unitToPaddedPx:h,domainScale:A(s,m.verticalPadding,o,C,L),ordinalScale:M(o),parent:p,model:r,brush:x.makeBrush(t,w,k,(function(){t.linePickActive(!1)}),(function(){var e=p;e.focusLayer&&e.focusLayer.render(e.panels,!0);var r=E(e);!t.contextShown()&&r?(e.contextLayer&&e.contextLayer.render(e.panels,!0),t.contextShown(!0)):t.contextShown()&&!r&&(e.contextLayer&&e.contextLayer.render(e.panels,!0,!0),t.contextShown(!1))}),(function(r){if(p.focusLayer.render(p.panels,!0),p.pickLayer&&p.pickLayer.render(p.panels,!0),t.linePickActive(!0),e&&e.filterChanged){var n=v.invert,a=r.map((function(t){return t.map(n).sort(i.sorterAsc)})).sort((function(t,e){return t[0]-e[0]}));e.filterChanged(p.key,o._index,a)}}))}})),p}function P(t){t.classed(m.cn.axisExtentText,!0).attr(\"text-anchor\",\"middle\").style(\"cursor\",\"default\")}function O(t,e){var r=\"top\"===e?1:-1,n=t*Math.PI/180;return{dir:r,dx:Math.sin(n),dy:Math.cos(n),degrees:t}}function I(t,e,r){for(var n=e.panels||(e.panels=[]),i=t.data(),a=0;a<i.length-1;a++){var o=n[a]||(n[a]={}),s=i[a],l=i[a+1];o.dim0=s,o.dim1=l,o.canvasX=s.canvasX,o.panelSizeX=l.canvasX-s.canvasX,o.panelSizeY=e.model.canvasHeight,o.y=0,o.canvasY=0,o.plotGlPixelRatio=r}}function D(t,e){return s.tickText(t._ax,e,!1).text}function z(t,e){if(t.ordinal)return\"\";var r=t.domainScale.domain(),n=r[e?r.length-1:0];return D(t.model.dimensions[t.visibleIndex],n)}t.exports=function(t,e,r,a){var o=t._context.staticPlot,h=t._fullLayout,p=h._toppaper,_=h._glcontainer,T=t._context.plotGlPixelRatio,A=t._fullLayout.paper_bgcolor;!function(t){for(var e=0;e<t.length;e++)for(var r=0;r<t[e].length;r++)for(var n=t[e][r].trace,i=n.dimensions,a=0;a<i.length;a++){var o=i[a].values,l=i[a]._ax;l&&(l.range?l.range=k(l.range[0],l.range[1]):l.range=w(o,n._length),l.dtick||(l.dtick=.01*(Math.abs(l.range[1]-l.range[0])||1)),l.tickformat=i[a].tickformat,s.calcTicks(l),l.cleanRange())}}(e);var M,S,R=(M=!0,S=!1,{linePickActive:function(t){return arguments.length?M=!!t:M},contextShown:function(t){return arguments.length?S=!!t:S}}),F=e.filter((function(t){return g(t).trace.visible})).map(L.bind(0,r)).map(C.bind(0,R,a));_.each((function(t,e){return i.extendFlat(t,F[e])}));var B=_.selectAll(\".gl-canvas\").each((function(t){t.viewModel=F[0],t.viewModel.plotGlPixelRatio=T,t.viewModel.paperColor=A,t.model=t.viewModel?t.viewModel.model:null})),N=null;B.filter((function(t){return t.pick})).style(\"pointer-events\",o?\"none\":\"auto\").on(\"mousemove\",(function(t){if(R.linePickActive()&&t.lineLayer&&a&&a.hover){var e=n.event,r=this.width,i=this.height,o=n.mouse(this),s=o[0],l=o[1];if(s<0||l<0||s>=r||l>=i)return;var u=t.lineLayer.readPixel(s,i-1-l),c=0!==u[3],f=c?u[2]+256*(u[1]+256*u[0]):null,h={x:s,y:l,clientX:e.clientX,clientY:e.clientY,dataIndex:t.model.key,curveNumber:f};f!==N&&(c?a.hover(h):a.unhover&&a.unhover(h),N=f)}})),B.style(\"opacity\",(function(t){return t.pick?0:1})),p.style(\"background\",\"rgba(255, 255, 255, 0)\");var j=p.selectAll(\".\"+m.cn.parcoords).data(F,d);j.exit().remove(),j.enter().append(\"g\").classed(m.cn.parcoords,!0).style(\"shape-rendering\",\"crispEdges\").style(\"pointer-events\",\"none\"),j.attr(\"transform\",(function(t){return u(t.model.translateX,t.model.translateY)}));var U=j.selectAll(\".\"+m.cn.parcoordsControlView).data(v,d);U.enter().append(\"g\").classed(m.cn.parcoordsControlView,!0),U.attr(\"transform\",(function(t){return u(t.model.pad.l,t.model.pad.t)}));var V=U.selectAll(\".\"+m.cn.yAxis).data((function(t){return 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e=t.model.height/t.model.tickDistance,r=t.domainScale,i=r.domain();n.select(this).call(n.svg.axis().orient(\"left\").tickSize(4).outerTickSize(2).ticks(e,t.tickFormat).tickValues(t.ordinal?i:null).tickFormat((function(e){return y.isOrdinal(t)?e:D(t.model.dimensions[t.visibleIndex],e)})).scale(r)),f.font(q.selectAll(\"text\"),t.model.tickFont)})),q.selectAll(\".domain, .tick>line\").attr(\"fill\",\"none\").attr(\"stroke\",\"black\").attr(\"stroke-opacity\",.25).attr(\"stroke-width\",\"1px\"),q.selectAll(\"text\").style(\"text-shadow\",c.makeTextShadow(A)).style(\"cursor\",\"default\");var G=H.selectAll(\".\"+m.cn.axisHeading).data(v,d);G.enter().append(\"g\").classed(m.cn.axisHeading,!0);var Z=G.selectAll(\".\"+m.cn.axisTitle).data(v,d);Z.enter().append(\"text\").classed(m.cn.axisTitle,!0).attr(\"text-anchor\",\"middle\").style(\"cursor\",\"ew-resize\").style(\"pointer-events\",o?\"none\":\"auto\"),Z.text((function(t){return t.label})).each((function(e){var 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J=Y.selectAll(\".\"+m.cn.axisExtentBottom).data(v,d);J.enter().append(\"g\").classed(m.cn.axisExtentBottom,!0),J.attr(\"transform\",(function(t){return u(0,t.model.height+m.axisExtentOffset)}));var K=J.selectAll(\".\"+m.cn.axisExtentBottomText).data(v,d);K.enter().append(\"text\").classed(m.cn.axisExtentBottomText,!0).attr(\"dy\",\"0.75em\").call(P),K.text((function(t){return z(t,!1)})).each((function(t){f.font(n.select(this),t.model.rangeFont)})),x.ensureAxisBrush(H,A,t)}},21341:function(t,e,r){\"use strict\";var n=r(17171),i=r(79749),a=r(1602).isVisible,o={};function s(t,e,r){var n=e.indexOf(r),i=t.indexOf(n);return-1===i&&(i+=e.length),i}(t.exports=function(t,e){var r=t._fullLayout;if(i(t,[],o)){var l={},u={},c={},f={},h=r._size;e.forEach((function(e,r){var n=e[0].trace;c[r]=n.index;var i=f[r]=n._fullInput.index;l[r]=t.data[i].dimensions,u[r]=t.data[i].dimensions.slice()})),n(t,e,{width:h.w,height:h.h,margin:{t:h.t,r:h.r,b:h.b,l:h.l}},{filterChanged:function(e,n,i){var a=u[e][n],o=i.map((function(t){return t.slice()})),s=\"dimensions[\"+n+\"].constraintrange\",l=r._tracePreGUI[t._fullData[c[e]]._fullInput.uid];if(void 0===l[s]){var h=a.constraintrange;l[s]=h||null}var p=t._fullData[c[e]].dimensions[n];o.length?(1===o.length&&(o=o[0]),a.constraintrange=o,p.constraintrange=o.slice(),o=[o]):(delete a.constraintrange,delete p.constraintrange,o=null);var d={};d[s]=o,t.emit(\"plotly_restyle\",[d,[f[e]]])},hover:function(e){t.emit(\"plotly_hover\",e)},unhover:function(e){t.emit(\"plotly_unhover\",e)},axesMoved:function(e,r){var n=function(t,e){return function(r,n){return s(t,e,r)-s(t,e,n)}}(r,u[e].filter(a));l[e].sort(n),u[e].filter((function(t){return!a(t)})).sort((function(t){return u[e].indexOf(t)})).forEach((function(t){l[e].splice(l[e].indexOf(t),1),l[e].splice(u[e].indexOf(t),0,t)})),t.emit(\"plotly_restyle\",[{dimensions:[l[e]]},[f[e]]])}})}}).reglPrecompiled=o},34e3:function(t,e,r){\"use strict\";var n=r(9012),i=r(27670).Y,a=r(41940),o=r(22399),s=r(5386).fF,l=r(5386).si,u=r(1426).extendFlat,c=r(79952).u,f=a({editType:\"plot\",arrayOk:!0,colorEditType:\"plot\"});t.exports={labels:{valType:\"data_array\",editType:\"calc\"},label0:{valType:\"number\",dflt:0,editType:\"calc\"},dlabel:{valType:\"number\",dflt:1,editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc\"},marker:{colors:{valType:\"data_array\",editType:\"calc\"},line:{color:{valType:\"color\",dflt:o.defaultLine,arrayOk:!0,editType:\"style\"},width:{valType:\"number\",min:0,dflt:0,arrayOk:!0,editType:\"style\"},editType:\"calc\"},pattern:c,editType:\"calc\"},text:{valType:\"data_array\",editType:\"plot\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"style\"},scalegroup:{valType:\"string\",dflt:\"\",editType:\"calc\"},textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"value\",\"percent\"],extras:[\"none\"],editType:\"calc\"},hoverinfo:u({},n.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:s({},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),texttemplate:l({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),textposition:{valType:\"enumerated\",values:[\"inside\",\"outside\",\"auto\",\"none\"],dflt:\"auto\",arrayOk:!0,editType:\"plot\"},textfont:u({},f,{}),insidetextorientation:{valType:\"enumerated\",values:[\"horizontal\",\"radial\",\"tangential\",\"auto\"],dflt:\"auto\",editType:\"plot\"},insidetextfont:u({},f,{}),outsidetextfont:u({},f,{}),automargin:{valType:\"boolean\",dflt:!1,editType:\"plot\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"plot\"},font:u({},f,{}),position:{valType:\"enumerated\",values:[\"top 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n=r(74875);e.name=\"pie\",e.plot=function(t,r,i,a){n.plotBasePlot(e.name,t,r,i,a)},e.clean=function(t,r,i,a){n.cleanBasePlot(e.name,t,r,i,a)}},32354:function(t,e,r){\"use strict\";var n=r(92770),i=r(84267),a=r(7901),o={};function s(t){return function(e,r){return!!e&&!!(e=i(e)).isValid()&&(e=a.addOpacity(e,e.getAlpha()),t[r]||(t[r]=e),e)}}function l(t,e){var r,n=JSON.stringify(t),a=e[n];if(!a){for(a=t.slice(),r=0;r<t.length;r++)a.push(i(t[r]).lighten(20).toHexString());for(r=0;r<t.length;r++)a.push(i(t[r]).darken(20).toHexString());e[n]=a}return a}t.exports={calc:function(t,e){var r,i,a=[],o=t._fullLayout,l=o.hiddenlabels||[],u=e.labels,c=e.marker.colors||[],f=e.values,h=e._length,p=e._hasValues&&h;if(e.dlabel)for(u=new Array(h),r=0;r<h;r++)u[r]=String(e.label0+r*e.dlabel);var d={},v=s(o[\"_\"+e.type+\"colormap\"]),g=0,y=!1;for(r=0;r<h;r++){var m,x,b;if(p){if(m=f[r],!n(m))continue;m=+m}else m=1;void 0!==(x=u[r])&&\"\"!==x||(x=r);var _=d[x=String(x)];void 0===_?(d[x]=a.length,(b=-1!==l.indexOf(x))||(g+=m),a.push({v:m,label:x,color:v(c[r],x),i:r,pts:[r],hidden:b})):(y=!0,(i=a[_]).v+=m,i.pts.push(r),i.hidden||(g+=m),!1===i.color&&c[r]&&(i.color=v(c[r],x)))}return a=a.filter((function(t){return t.v>=0})),(\"funnelarea\"===e.type?y:e.sort)&&a.sort((function(t,e){return e.v-t.v})),a[0]&&(a[0].vTotal=g),a},crossTraceCalc:function(t,e){var r=(e||{}).type;r||(r=\"pie\");var n=t._fullLayout,i=t.calcdata,a=n[r+\"colorway\"],s=n[\"_\"+r+\"colormap\"];n[\"extend\"+r+\"colors\"]&&(a=l(a,o));for(var u=0,c=0;c<i.length;c++){var f=i[c];if(f[0].trace.type===r)for(var h=0;h<f.length;h++){var p=f[h];!1===p.color&&(s[p.label]?p.color=s[p.label]:(s[p.label]=p.color=a[u%a.length],u++))}}},makePullColorFn:s,generateExtendedColors:l}},37434:function(t,e,r){\"use strict\";var n=r(92770),i=r(71828),a=r(34e3),o=r(27670).c,s=r(90769).handleText,l=r(71828).coercePattern;function u(t,e){var r=Array.isArray(t),a=i.isArrayOrTypedArray(e),o=Math.min(r?t.length:1/0,a?e.length:1/0);if(isFinite(o)||(o=0),o&&a){for(var s,l=0;l<o;l++){var u=e[l];if(n(u)&&u>0){s=!0;break}}s||(o=0)}return{hasLabels:r,hasValues:a,len:o}}function c(t,e,r,n,i){n(\"marker.line.width\")&&n(\"marker.line.color\",i?void 0:r.paper_bgcolor);var a=n(\"marker.colors\");l(n,\"marker.pattern\",a),t.marker&&!e.marker.pattern.fgcolor&&(e.marker.pattern.fgcolor=t.marker.colors),e.marker.pattern.bgcolor||(e.marker.pattern.bgcolor=r.paper_bgcolor)}t.exports={handleLabelsAndValues:u,handleMarkerDefaults:c,supplyDefaults:function(t,e,r,n){function l(r,n){return i.coerce(t,e,a,r,n)}var f=u(l(\"labels\"),l(\"values\")),h=f.len;if(e._hasLabels=f.hasLabels,e._hasValues=f.hasValues,!e._hasLabels&&e._hasValues&&(l(\"label0\"),l(\"dlabel\")),h){e._length=h,c(t,e,n,l,!0),l(\"scalegroup\");var p,d=l(\"text\"),v=l(\"texttemplate\");if(v||(p=l(\"textinfo\",Array.isArray(d)?\"text+percent\":\"percent\")),l(\"hovertext\"),l(\"hovertemplate\"),v||p&&\"none\"!==p){var g=l(\"textposition\");s(t,e,n,l,g,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),(Array.isArray(g)||\"auto\"===g||\"outside\"===g)&&l(\"automargin\"),(\"inside\"===g||\"auto\"===g||Array.isArray(g))&&l(\"insidetextorientation\")}o(e,n,l);var y=l(\"hole\");if(l(\"title.text\")){var m=l(\"title.position\",y?\"middle center\":\"top center\");y||\"middle center\"!==m||(e.title.position=\"top center\"),i.coerceFont(l,\"title.font\",n.font)}l(\"sort\"),l(\"direction\"),l(\"rotation\"),l(\"pull\")}else e.visible=!1}}},20007:function(t,e,r){\"use strict\";var n=r(23469).appendArrayMultiPointValues;t.exports=function(t,e){var r={curveNumber:e.index,pointNumbers:t.pts,data:e._input,fullData:e,label:t.label,color:t.color,value:t.v,percent:t.percent,text:t.text,bbox:t.bbox,v:t.v};return 1===t.pts.length&&(r.pointNumber=r.i=t.pts[0]),n(r,e,t.pts),\"funnelarea\"===e.type&&(delete r.v,delete r.i),r}},22209:function(t,e,r){\"use strict\";var n=r(91424),i=r(7901);t.exports=function(t,e,r,a){var o=r.marker.pattern;o&&o.shape?n.pointStyle(t,r,a,e):i.fill(t,e.color)}},53581:function(t,e,r){\"use strict\";var n=r(71828);function i(t){return-1!==t.indexOf(\"e\")?t.replace(/[.]?0+e/,\"e\"):-1!==t.indexOf(\".\")?t.replace(/[.]?0+$/,\"\"):t}e.formatPiePercent=function(t,e){var r=i((100*t).toPrecision(3));return n.numSeparate(r,e)+\"%\"},e.formatPieValue=function(t,e){var r=i(t.toPrecision(10));return n.numSeparate(r,e)},e.getFirstFilled=function(t,e){if(Array.isArray(t))for(var r=0;r<e.length;r++){var n=t[e[r]];if(n||0===n||\"\"===n)return n}},e.castOption=function(t,r){return Array.isArray(t)?e.getFirstFilled(t,r):t||void 0},e.getRotationAngle=function(t){return(\"auto\"===t?0:t)*Math.PI/180}},58810:function(t,e,r){\"use strict\";t.exports={attributes:r(34e3),supplyDefaults:r(37434).supplyDefaults,supplyLayoutDefaults:r(92097),layoutAttributes:r(92774),calc:r(32354).calc,crossTraceCalc:r(32354).crossTraceCalc,plot:r(14575).plot,style:r(68357),styleOne:r(63463),moduleType:\"trace\",name:\"pie\",basePlotModule:r(13584),categories:[\"pie-like\",\"pie\",\"showLegend\"],meta:{}}},92774:function(t){\"use strict\";t.exports={hiddenlabels:{valType:\"data_array\",editType:\"calc\"},piecolorway:{valType:\"colorlist\",editType:\"calc\"},extendpiecolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},92097:function(t,e,r){\"use strict\";var n=r(71828),i=r(92774);t.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"hiddenlabels\"),r(\"piecolorway\",e.colorway),r(\"extendpiecolors\")}},14575:function(t,e,r){\"use strict\";var n=r(39898),i=r(74875),a=r(30211),o=r(7901),s=r(91424),l=r(71828),u=l.strScale,c=l.strTranslate,f=r(63893),h=r(72597),p=h.recordMinTextSize,d=h.clearMinTextSize,v=r(97313).TEXTPAD,g=r(53581),y=r(20007),m=r(71828).isValidTextValue;function x(t,e,r){var i=r[0],o=i.cx,s=i.cy,u=i.trace,c=\"funnelarea\"===u.type;\"_hasHoverLabel\"in u||(u._hasHoverLabel=!1),\"_hasHoverEvent\"in u||(u._hasHoverEvent=!1),t.on(\"mouseover\",(function(t){var r=e._fullLayout,f=e._fullData[u.index];if(!e._dragging&&!1!==r.hovermode){var h=f.hoverinfo;if(Array.isArray(h)&&(h=a.castHoverinfo({hoverinfo:[g.castOption(h,t.pts)],_module:u._module},r,0)),\"all\"===h&&(h=\"label+text+value+percent+name\"),f.hovertemplate||\"none\"!==h&&\"skip\"!==h&&h){var p=t.rInscribed||0,d=o+t.pxmid[0]*(1-p),v=s+t.pxmid[1]*(1-p),m=r.separators,x=[];if(h&&-1!==h.indexOf(\"label\")&&x.push(t.label),t.text=g.castOption(f.hovertext||f.text,t.pts),h&&-1!==h.indexOf(\"text\")){var b=t.text;l.isValidTextValue(b)&&x.push(b)}t.value=t.v,t.valueLabel=g.formatPieValue(t.v,m),h&&-1!==h.indexOf(\"value\")&&x.push(t.valueLabel),t.percent=t.v/i.vTotal,t.percentLabel=g.formatPiePercent(t.percent,m),h&&-1!==h.indexOf(\"percent\")&&x.push(t.percentLabel);var _=f.hoverlabel,w=_.font,T=[];a.loneHover({trace:u,x0:d-p*i.r,x1:d+p*i.r,y:v,_x0:c?o+t.TL[0]:d-p*i.r,_x1:c?o+t.TR[0]:d+p*i.r,_y0:c?s+t.TL[1]:v-p*i.r,_y1:c?s+t.BL[1]:v+p*i.r,text:x.join(\"<br>\"),name:f.hovertemplate||-1!==h.indexOf(\"name\")?f.name:void 0,idealAlign:t.pxmid[0]<0?\"left\":\"right\",color:g.castOption(_.bgcolor,t.pts)||t.color,borderColor:g.castOption(_.bordercolor,t.pts),fontFamily:g.castOption(w.family,t.pts),fontSize:g.castOption(w.size,t.pts),fontColor:g.castOption(w.color,t.pts),nameLength:g.castOption(_.namelength,t.pts),textAlign:g.castOption(_.align,t.pts),hovertemplate:g.castOption(f.hovertemplate,t.pts),hovertemplateLabels:t,eventData:[y(t,f)]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:e,inOut_bbox:T}),t.bbox=T[0],u._hasHoverLabel=!0}u._hasHoverEvent=!0,e.emit(\"plotly_hover\",{points:[y(t,f)],event:n.event})}})),t.on(\"mouseout\",(function(t){var r=e._fullLayout,i=e._fullData[u.index],o=n.select(this).datum();u._hasHoverEvent&&(t.originalEvent=n.event,e.emit(\"plotly_unhover\",{points:[y(o,i)],event:n.event}),u._hasHoverEvent=!1),u._hasHoverLabel&&(a.loneUnhover(r._hoverlayer.node()),u._hasHoverLabel=!1)})),t.on(\"click\",(function(t){var r=e._fullLayout,i=e._fullData[u.index];e._dragging||!1===r.hovermode||(e._hoverdata=[y(t,i)],a.click(e,n.event))}))}function b(t,e,r){var n=g.castOption(t.insidetextfont.color,e.pts);!n&&t._input.textfont&&(n=g.castOption(t._input.textfont.color,e.pts));var i=g.castOption(t.insidetextfont.family,e.pts)||g.castOption(t.textfont.family,e.pts)||r.family,a=g.castOption(t.insidetextfont.size,e.pts)||g.castOption(t.textfont.size,e.pts)||r.size;return{color:n||o.contrast(e.color),family:i,size:a}}function _(t,e){for(var r,n,i=0;i<t.length;i++)if((n=(r=t[i][0]).trace).title.text){var a=n.title.text;n._meta&&(a=l.templateString(a,n._meta));var o=s.tester.append(\"text\").attr(\"data-notex\",1).text(a).call(s.font,n.title.font).call(f.convertToTspans,e),u=s.bBox(o.node(),!0);r.titleBox={width:u.width,height:u.height},o.remove()}}function w(t,e,r){var n=r.r||e.rpx1,i=e.rInscribed;if(e.startangle===e.stopangle)return{rCenter:1-i,scale:0,rotate:0,textPosAngle:0};var a,o=e.ring,s=1===o&&Math.abs(e.startangle-e.stopangle)===2*Math.PI,l=e.halfangle,u=e.midangle,c=r.trace.insidetextorientation,f=\"horizontal\"===c,h=\"tangential\"===c,p=\"radial\"===c,d=\"auto\"===c,v=[];if(!d){var g,y=function(r,i){if(function(t,e){var r=t.startangle,n=t.stopangle;return r>e&&e>n||r<e&&e<n}(e,r)){var s=Math.abs(r-e.startangle),l=Math.abs(r-e.stopangle),u=s<l?s:l;(a=\"tan\"===i?k(t,n,o,u,0):T(t,n,o,u,Math.PI/2)).textPosAngle=r,v.push(a)}};if(f||h){for(g=4;g>=-4;g-=2)y(Math.PI*g,\"tan\");for(g=4;g>=-4;g-=2)y(Math.PI*(g+1),\"tan\")}if(f||p){for(g=4;g>=-4;g-=2)y(Math.PI*(g+1.5),\"rad\");for(g=4;g>=-4;g-=2)y(Math.PI*(g+.5),\"rad\")}}if(s||d||f){var m=Math.sqrt(t.width*t.width+t.height*t.height);if((a={scale:i*n*2/m,rCenter:1-i,rotate:0}).textPosAngle=(e.startangle+e.stopangle)/2,a.scale>=1)return a;v.push(a)}(d||p)&&((a=T(t,n,o,l,u)).textPosAngle=(e.startangle+e.stopangle)/2,v.push(a)),(d||h)&&((a=k(t,n,o,l,u)).textPosAngle=(e.startangle+e.stopangle)/2,v.push(a));for(var x=0,b=0,_=0;_<v.length;_++){var w=v[_].scale;if(b<w&&(b=w,x=_),!d&&b>=1)break}return v[x]}function T(t,e,r,n,i){e=Math.max(0,e-2*v);var a=t.width/t.height,o=S(a,n,e,r);return{scale:2*o/t.height,rCenter:A(a,o/e),rotate:M(i)}}function k(t,e,r,n,i){e=Math.max(0,e-2*v);var a=t.height/t.width,o=S(a,n,e,r);return{scale:2*o/t.width,rCenter:A(a,o/e),rotate:M(i+Math.PI/2)}}function A(t,e){return Math.cos(e)-t*e}function M(t){return(180/Math.PI*t+720)%180-90}function S(t,e,r,n){var i=t+1/(2*Math.tan(e));return r*Math.min(1/(Math.sqrt(i*i+.5)+i),n/(Math.sqrt(t*t+n/2)+t))}function E(t,e){return t.v!==e.vTotal||e.trace.hole?Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2):1}function L(t,e){var r=e.pxmid[0],n=e.pxmid[1],i=t.width/2,a=t.height/2;return r<0&&(i*=-1),n<0&&(a*=-1),{scale:1,rCenter:1,rotate:0,x:i+Math.abs(a)*(i>0?1:-1)/2,y:a/(1+r*r/(n*n)),outside:!0}}function C(t,e){var r,n,i,a=t.trace,o={x:t.cx,y:t.cy},s={tx:0,ty:0};s.ty+=a.title.font.size,i=O(a),-1!==a.title.position.indexOf(\"top\")?(o.y-=(1+i)*t.r,s.ty-=t.titleBox.height):-1!==a.title.position.indexOf(\"bottom\")&&(o.y+=(1+i)*t.r);var l,u=t.r/(void 0===(l=t.trace.aspectratio)?1:l),c=e.w*(a.domain.x[1]-a.domain.x[0])/2;return-1!==a.title.position.indexOf(\"left\")?(c+=u,o.x-=(1+i)*u,s.tx+=t.titleBox.width/2):-1!==a.title.position.indexOf(\"center\")?c*=2:-1!==a.title.position.indexOf(\"right\")&&(c+=u,o.x+=(1+i)*u,s.tx-=t.titleBox.width/2),r=c/t.titleBox.width,n=P(t,e)/t.titleBox.height,{x:o.x,y:o.y,scale:Math.min(r,n),tx:s.tx,ty:s.ty}}function P(t,e){var r=t.trace,n=e.h*(r.domain.y[1]-r.domain.y[0]);return Math.min(t.titleBox.height,n/2)}function O(t){var e,r=t.pull;if(!r)return 0;if(Array.isArray(r))for(r=0,e=0;e<t.pull.length;e++)t.pull[e]>r&&(r=t.pull[e]);return r}function I(t,e){for(var r=[],n=0;n<t.length;n++){var i=t[n][0],a=i.trace,o=a.domain,s=e.w*(o.x[1]-o.x[0]),l=e.h*(o.y[1]-o.y[0]);a.title.text&&\"middle center\"!==a.title.position&&(l-=P(i,e));var u=s/2,c=l/2;\"funnelarea\"!==a.type||a.scalegroup||(c/=a.aspectratio),i.r=Math.min(u,c)/(1+O(a)),i.cx=e.l+e.w*(a.domain.x[1]+a.domain.x[0])/2,i.cy=e.t+e.h*(1-a.domain.y[0])-l/2,a.title.text&&-1!==a.title.position.indexOf(\"bottom\")&&(i.cy-=P(i,e)),a.scalegroup&&-1===r.indexOf(a.scalegroup)&&r.push(a.scalegroup)}!function(t,e){for(var r,n,i,a=0;a<e.length;a++){var o=1/0,s=e[a];for(n=0;n<t.length;n++)if((i=(r=t[n][0]).trace).scalegroup===s){var l;if(\"pie\"===i.type)l=r.r*r.r;else if(\"funnelarea\"===i.type){var u,c;i.aspectratio>1?c=(u=r.r)/i.aspectratio:u=(c=r.r)*i.aspectratio,l=(u*=(1+i.baseratio)/2)*c}o=Math.min(o,l/r.vTotal)}for(n=0;n<t.length;n++)if((i=(r=t[n][0]).trace).scalegroup===s){var f=o*r.vTotal;\"funnelarea\"===i.type&&(f/=(1+i.baseratio)/2,f/=i.aspectratio),r.r=Math.sqrt(f)}}}(t,r)}function D(t,e){return[t*Math.sin(e),-t*Math.cos(e)]}function z(t,e,r){var n=t._fullLayout,i=r.trace,a=i.texttemplate,o=i.textinfo;if(!a&&o&&\"none\"!==o){var s,u=o.split(\"+\"),c=function(t){return-1!==u.indexOf(t)},f=c(\"label\"),h=c(\"text\"),p=c(\"value\"),d=c(\"percent\"),v=n.separators;if(s=f?[e.label]:[],h){var y=g.getFirstFilled(i.text,e.pts);m(y)&&s.push(y)}p&&s.push(g.formatPieValue(e.v,v)),d&&s.push(g.formatPiePercent(e.v/r.vTotal,v)),e.text=s.join(\"<br>\")}if(a){var x=l.castOption(i,e.i,\"texttemplate\");if(x){var b=function(t){return{label:t.label,value:t.v,valueLabel:g.formatPieValue(t.v,n.separators),percent:t.v/r.vTotal,percentLabel:g.formatPiePercent(t.v/r.vTotal,n.separators),color:t.color,text:t.text,customdata:l.castOption(i,t.i,\"customdata\")}}(e),_=g.getFirstFilled(i.text,e.pts);(m(_)||\"\"===_)&&(b.text=_),e.text=l.texttemplateString(x,b,t._fullLayout._d3locale,b,i._meta||{})}else e.text=\"\"}}function R(t,e){var r=t.rotate*Math.PI/180,n=Math.cos(r),i=Math.sin(r),a=(e.left+e.right)/2,o=(e.top+e.bottom)/2;t.textX=a*n-o*i,t.textY=a*i+o*n,t.noCenter=!0}t.exports={plot:function(t,e){var r=t._context.staticPlot,a=t._fullLayout,h=a._size;d(\"pie\",a),_(e,t),I(e,h);var v=l.makeTraceGroups(a._pielayer,e,\"trace\").each((function(e){var d=n.select(this),v=e[0],y=v.trace;!function(t){var e,r,n,i=t[0],a=i.r,o=i.trace,s=g.getRotationAngle(o.rotation),l=2*Math.PI/i.vTotal,u=\"px0\",c=\"px1\";if(\"counterclockwise\"===o.direction){for(e=0;e<t.length&&t[e].hidden;e++);if(e===t.length)return;s+=l*t[e].v,l*=-1,u=\"px1\",c=\"px0\"}for(n=D(a,s),e=0;e<t.length;e++)(r=t[e]).hidden||(r[u]=n,r.startangle=s,s+=l*r.v/2,r.pxmid=D(a,s),r.midangle=s,n=D(a,s+=l*r.v/2),r.stopangle=s,r[c]=n,r.largeArc=r.v>i.vTotal/2?1:0,r.halfangle=Math.PI*Math.min(r.v/i.vTotal,.5),r.ring=1-o.hole,r.rInscribed=E(r,i))}(e),d.attr(\"stroke-linejoin\",\"round\"),d.each((function(){var m=n.select(this).selectAll(\"g.slice\").data(e);m.enter().append(\"g\").classed(\"slice\",!0),m.exit().remove();var _=[[[],[]],[[],[]]],T=!1;m.each((function(i,o){if(i.hidden)n.select(this).selectAll(\"path,g\").remove();else{i.pointNumber=i.i,i.curveNumber=y.index,_[i.pxmid[1]<0?0:1][i.pxmid[0]<0?0:1].push(i);var u=v.cx,c=v.cy,h=n.select(this),d=h.selectAll(\"path.surface\").data([i]);if(d.enter().append(\"path\").classed(\"surface\",!0).style({\"pointer-events\":r?\"none\":\"all\"}),h.call(x,t,e),y.pull){var m=+g.castOption(y.pull,i.pts)||0;m>0&&(u+=m*i.pxmid[0],c+=m*i.pxmid[1])}i.cxFinal=u,i.cyFinal=c;var k=y.hole;if(i.v===v.vTotal){var A=\"M\"+(u+i.px0[0])+\",\"+(c+i.px0[1])+P(i.px0,i.pxmid,!0,1)+P(i.pxmid,i.px0,!0,1)+\"Z\";k?d.attr(\"d\",\"M\"+(u+k*i.px0[0])+\",\"+(c+k*i.px0[1])+P(i.px0,i.pxmid,!1,k)+P(i.pxmid,i.px0,!1,k)+\"Z\"+A):d.attr(\"d\",A)}else{var M=P(i.px0,i.px1,!0,1);if(k){var S=1-k;d.attr(\"d\",\"M\"+(u+k*i.px1[0])+\",\"+(c+k*i.px1[1])+P(i.px1,i.px0,!1,k)+\"l\"+S*i.px0[0]+\",\"+S*i.px0[1]+M+\"Z\")}else d.attr(\"d\",\"M\"+u+\",\"+c+\"l\"+i.px0[0]+\",\"+i.px0[1]+M+\"Z\")}z(t,i,v);var E=g.castOption(y.textposition,i.pts),C=h.selectAll(\"g.slicetext\").data(i.text&&\"none\"!==E?[0]:[]);C.enter().append(\"g\").classed(\"slicetext\",!0),C.exit().remove(),C.each((function(){var r=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),h=l.ensureUniformFontSize(t,\"outside\"===E?function(t,e,r){return{color:g.castOption(t.outsidetextfont.color,e.pts)||g.castOption(t.textfont.color,e.pts)||r.color,family:g.castOption(t.outsidetextfont.family,e.pts)||g.castOption(t.textfont.family,e.pts)||r.family,size:g.castOption(t.outsidetextfont.size,e.pts)||g.castOption(t.textfont.size,e.pts)||r.size}}(y,i,a.font):b(y,i,a.font));r.text(i.text).attr({class:\"slicetext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,h).call(f.convertToTspans,t);var d,m=s.bBox(r.node());if(\"outside\"===E)d=L(m,i);else if(d=w(m,i,v),\"auto\"===E&&d.scale<1){var x=l.ensureUniformFontSize(t,y.outsidetextfont);r.call(s.font,x),d=L(m=s.bBox(r.node()),i)}var _=d.textPosAngle,k=void 0===_?i.pxmid:D(v.r,_);if(d.targetX=u+k[0]*d.rCenter+(d.x||0),d.targetY=c+k[1]*d.rCenter+(d.y||0),R(d,m),d.outside){var A=d.targetY;i.yLabelMin=A-m.height/2,i.yLabelMid=A,i.yLabelMax=A+m.height/2,i.labelExtraX=0,i.labelExtraY=0,T=!0}d.fontSize=h.size,p(y.type,d,a),e[o].transform=d,l.setTransormAndDisplay(r,d)}))}function P(t,e,r,n){var a=n*(e[0]-t[0]),o=n*(e[1]-t[1]);return\"a\"+n*v.r+\",\"+n*v.r+\" 0 \"+i.largeArc+(r?\" 1 \":\" 0 \")+a+\",\"+o}}));var k=n.select(this).selectAll(\"g.titletext\").data(y.title.text?[0]:[]);if(k.enter().append(\"g\").classed(\"titletext\",!0),k.exit().remove(),k.each((function(){var e,r=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),i=y.title.text;y._meta&&(i=l.templateString(i,y._meta)),r.text(i).attr({class:\"titletext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,y.title.font).call(f.convertToTspans,t),e=\"middle center\"===y.title.position?function(t){var 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t.link.label===i})).style(\"fill-opacity\",(function(t){return t.tinyColorAlpha})),r&&h(e,t).selectAll(u.sankeyNode).filter(g(t)).call(m)}function _(t,e){var r=t.hoverlabel||{},n=i.nestedProperty(r,e).get();return!Array.isArray(n)&&n}t.exports=function(t,e){for(var r=t._fullLayout,i=r._paper,h=r._size,v=0;v<t._fullData.length;v++)if(t._fullData[v].visible&&t._fullData[v].type===u.sankey&&!t._fullData[v]._viewInitial){var g=t._fullData[v].node;t._fullData[v]._viewInitial={node:{groups:g.groups.slice(),x:g.x.slice(),y:g.y.slice()}}}var w=c(t,\"source:\")+\" \",T=c(t,\"target:\")+\" \",k=c(t,\"concentration:\")+\" \",A=c(t,\"incoming flow count:\")+\" \",M=c(t,\"outgoing flow count:\")+\" \";o(t,i,e,{width:h.w,height:h.h,margin:{t:h.t,r:h.r,b:h.b,l:h.l}},{linkEvents:{hover:function(e,r,i){!1!==t._fullLayout.hovermode&&(n.select(e).call(x.bind(0,r,i,!0)),\"skip\"!==r.link.trace.link.hoverinfo&&(r.link.fullData=r.link.trace,t.emit(\"plotly_hover\",{event:n.event,points:[r.link]})))},follow:function(e,i){if(!1!==t._fullLayout.hovermode){var o=i.link.trace.link;if(\"none\"!==o.hoverinfo&&\"skip\"!==o.hoverinfo){for(var u=[],c=0,h=0;h<i.flow.links.length;h++){var v=i.flow.links[h];if(\"closest\"!==t._fullLayout.hovermode||i.link.pointNumber===v.pointNumber){i.link.pointNumber===v.pointNumber&&(c=h),v.fullData=v.trace,o=i.link.trace.link;var g=m(v),y={valueLabel:a(i.valueFormat)(v.value)+i.valueSuffix};u.push({x:g[0],y:g[1],name:y.valueLabel,text:[v.label||\"\",w+v.source.label,T+v.target.label,v.concentrationscale?k+a(\"%0.2f\")(v.flow.labelConcentration):\"\"].filter(f).join(\"<br>\"),color:_(o,\"bgcolor\")||l.addOpacity(v.color,1),borderColor:_(o,\"bordercolor\"),fontFamily:_(o,\"font.family\"),fontSize:_(o,\"font.size\"),fontColor:_(o,\"font.color\"),nameLength:_(o,\"namelength\"),textAlign:_(o,\"align\"),idealAlign:n.event.x<g[0]?\"right\":\"left\",hovertemplate:o.hovertemplate,hovertemplateLabels:y,eventData:[v]})}}s.loneHover(u,{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:t,anchorIndex:c}).each((function(){i.link.concentrationscale||p(this,.65),d(this)}))}}function m(t){var e,r;t.circular?(e=(t.circularPathData.leftInnerExtent+t.circularPathData.rightInnerExtent)/2,r=t.circularPathData.verticalFullExtent):(e=(t.source.x1+t.target.x0)/2,r=(t.y0+t.y1)/2);var n=[e,r];return\"v\"===t.trace.orientation&&n.reverse(),n[0]+=i.parent.translateX,n[1]+=i.parent.translateY,n}},unhover:function(e,i,a){!1!==t._fullLayout.hovermode&&(n.select(e).call(b.bind(0,i,a,!0)),\"skip\"!==i.link.trace.link.hoverinfo&&(i.link.fullData=i.link.trace,t.emit(\"plotly_unhover\",{event:n.event,points:[i.link]})),s.loneUnhover(r._hoverlayer.node()))},select:function(e,r){var i=r.link;i.originalEvent=n.event,t._hoverdata=[i],s.click(t,{target:!0})}},nodeEvents:{hover:function(e,r,i){!1!==t._fullLayout.hovermode&&(n.select(e).call(y,r,i),\"skip\"!==r.node.trace.node.hoverinfo&&(r.node.fullData=r.node.trace,t.emit(\"plotly_hover\",{event:n.event,points:[r.node]})))},follow:function(e,i){if(!1!==t._fullLayout.hovermode){var o=i.node.trace.node;if(\"none\"!==o.hoverinfo&&\"skip\"!==o.hoverinfo){var l=n.select(e).select(\".\"+u.nodeRect),c=t._fullLayout._paperdiv.node().getBoundingClientRect(),h=l.node().getBoundingClientRect(),v=h.left-2-c.left,g=h.right+2-c.left,y=h.top+h.height/4-c.top,m={valueLabel:a(i.valueFormat)(i.node.value)+i.valueSuffix};i.node.fullData=i.node.trace,t._fullLayout._calcInverseTransform(t);var x=t._fullLayout._invScaleX,b=t._fullLayout._invScaleY,w=s.loneHover({x0:x*v,x1:x*g,y:b*y,name:a(i.valueFormat)(i.node.value)+i.valueSuffix,text:[i.node.label,A+i.node.targetLinks.length,M+i.node.sourceLinks.length].filter(f).join(\"<br>\"),color:_(o,\"bgcolor\")||i.tinyColorHue,borderColor:_(o,\"bordercolor\"),fontFamily:_(o,\"font.family\"),fontSize:_(o,\"font.size\"),fontColor:_(o,\"font.color\"),nameLength:_(o,\"namelength\"),textAlign:_(o,\"align\"),idealAlign:\"left\",hovertemplate:o.hovertemplate,hovertemplateLabels:m,eventData:[i.node]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:t});p(w,.85),d(w)}}},unhover:function(e,i,a){!1!==t._fullLayout.hovermode&&(n.select(e).call(m,i,a),\"skip\"!==i.node.trace.node.hoverinfo&&(i.node.fullData=i.node.trace,t.emit(\"plotly_unhover\",{event:n.event,points:[i.node]})),s.loneUnhover(r._hoverlayer.node()))},select:function(e,r,i){var a=r.node;a.originalEvent=n.event,t._hoverdata=[a],n.select(e).call(m,r,i),s.click(t,{target:!0})}}})}},3393:function(t,e,r){\"use strict\";var n=r(49887),i=r(81684).k4,a=r(39898),o=r(30838),s=r(86781),l=r(85247),u=r(84267),c=r(7901),f=r(91424),h=r(71828),p=h.strTranslate,d=h.strRotate,v=r(28984),g=v.keyFun,y=v.repeat,m=v.unwrap,x=r(63893),b=r(73972),_=r(18783),w=_.CAP_SHIFT,T=_.LINE_SPACING;function k(t,e,r){var n,i=m(e),a=i.trace,c=a.domain,f=\"h\"===a.orientation,p=a.node.pad,d=a.node.thickness,v=t.width*(c.x[1]-c.x[0]),g=t.height*(c.y[1]-c.y[0]),y=i._nodes,x=i._links,b=i.circular;(n=b?s.sankeyCircular().circularLinkGap(0):o.sankey()).iterations(l.sankeyIterations).size(f?[v,g]:[g,v]).nodeWidth(d).nodePadding(p).nodeId((function(t){return t.pointNumber})).nodes(y).links(x);var _,w,T,k=n();for(var A in n.nodePadding()<p&&h.warn(\"node.pad was reduced to \",n.nodePadding(),\" to fit within the figure.\"),i._groupLookup){var M,S=parseInt(i._groupLookup[A]);for(_=0;_<k.nodes.length;_++)if(k.nodes[_].pointNumber===S){M=k.nodes[_];break}if(M){var E={pointNumber:parseInt(A),x0:M.x0,x1:M.x1,y0:M.y0,y1:M.y1,partOfGroup:!0,sourceLinks:[],targetLinks:[]};k.nodes.unshift(E),M.childrenNodes.unshift(E)}}if(function(){for(_=0;_<k.nodes.length;_++){var t,e,r=k.nodes[_],n={};for(w=0;w<r.targetLinks.length;w++)t=(e=r.targetLinks[w]).source.pointNumber+\":\"+e.target.pointNumber,n.hasOwnProperty(t)||(n[t]=[]),n[t].push(e);var i=Object.keys(n);for(w=0;w<i.length;w++){var a=n[t=i[w]],o=0,s={};for(T=0;T<a.length;T++)s[(e=a[T]).label]||(s[e.label]=0),s[e.label]+=e.value,o+=e.value;for(T=0;T<a.length;T++)(e=a[T]).flow={value:o,labelConcentration:s[e.label]/o,concentration:e.value/o,links:a},e.concentrationscale&&(e.color=u(e.concentrationscale(e.flow.labelConcentration)))}var l=0;for(w=0;w<r.sourceLinks.length;w++)l+=r.sourceLinks[w].value;for(w=0;w<r.sourceLinks.length;w++)(e=r.sourceLinks[w]).concentrationOut=e.value/l;var c=0;for(w=0;w<r.targetLinks.length;w++)c+=r.targetLinks[w].value;for(w=0;w<r.targetLinks.length;w++)(e=r.targetLinks[w]).concenrationIn=e.value/c}}(),a.node.x.length&&a.node.y.length){for(_=0;_<Math.min(a.node.x.length,a.node.y.length,k.nodes.length);_++)if(a.node.x[_]&&a.node.y[_]){var L=[a.node.x[_]*v,a.node.y[_]*g];k.nodes[_].x0=L[0]-d/2,k.nodes[_].x1=L[0]+d/2;var C=k.nodes[_].y1-k.nodes[_].y0;k.nodes[_].y0=L[1]-C/2,k.nodes[_].y1=L[1]+C/2}\"snap\"===a.arrangement&&function(t){var e,r,n=t.map((function(t,e){return{x0:t.x0,index:e}})).sort((function(t,e){return t.x0-e.x0})),i=[],a=-1,o=-1/0;for(_=0;_<n.length;_++){var s=t[n[_].index];s.x0>o+d&&(a+=1,e=s.x0),o=s.x0,i[a]||(i[a]=[]),i[a].push(s),r=e-s.x0,s.x0+=r,s.x1+=r}return i}(y=k.nodes).forEach((function(t){var e,r,n,i=0,a=t.length;for(t.sort((function(t,e){return t.y0-e.y0})),n=0;n<a;++n)(e=t[n]).y0>=i||(r=i-e.y0)>1e-6&&(e.y0+=r,e.y1+=r),i=e.y1+p})),n.update(k)}return{circular:b,key:r,trace:a,guid:h.randstr(),horizontal:f,width:v,height:g,nodePad:a.node.pad,nodeLineColor:a.node.line.color,nodeLineWidth:a.node.line.width,linkLineColor:a.link.line.color,linkLineWidth:a.link.line.width,linkArrowLength:a.link.arrowlen,valueFormat:a.valueformat,valueSuffix:a.valuesuffix,textFont:a.textfont,translateX:c.x[0]*t.width+t.margin.l,translateY:t.height-c.y[1]*t.height+t.margin.t,dragParallel:f?g:v,dragPerpendicular:f?v:g,arrangement:a.arrangement,sankey:n,graph:k,forceLayouts:{},interactionState:{dragInProgress:!1,hovered:!1}}}function A(t,e,r){var n=u(e.color),i=e.source.label+\"|\"+e.target.label+\"__\"+r;return e.trace=t.trace,e.curveNumber=t.trace.index,{circular:t.circular,key:i,traceId:t.key,pointNumber:e.pointNumber,link:e,tinyColorHue:c.tinyRGB(n),tinyColorAlpha:n.getAlpha(),linkPath:M,linkLineColor:t.linkLineColor,linkLineWidth:t.linkLineWidth,linkArrowLength:t.linkArrowLength,valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,parent:t,interactionState:t.interactionState,flow:e.flow}}function M(){return function(t){var e=t.linkArrowLength;if(t.link.circular)return function(t,e){var r=t.width/2,n=t.circularPathData;return\"top\"===t.circularLinkType?\"M \"+(n.targetX-e)+\" \"+(n.targetY+r)+\" L\"+(n.rightInnerExtent-e)+\" \"+(n.targetY+r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 1 \"+(n.rightFullExtent-r-e)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r-e)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 1 \"+(n.rightInnerExtent-e)+\" \"+(n.verticalFullExtent-r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 1 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 0 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+(n.rightInnerExtent-e)+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 0 \"+(n.rightFullExtent+r-e)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r-e)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 0 \"+(n.rightInnerExtent-e)+\" \"+(n.targetY-r)+\"L\"+(n.targetX-e)+\" \"+(n.targetY-r)+(e>0?\"L\"+n.targetX+\" \"+n.targetY:\"\")+\"Z\":\"M \"+(n.targetX-e)+\" \"+(n.targetY-r)+\" L\"+(n.rightInnerExtent-e)+\" \"+(n.targetY-r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 0 \"+(n.rightFullExtent-r-e)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r-e)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 0 \"+(n.rightInnerExtent-e)+\" \"+(n.verticalFullExtent+r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 0 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 1 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+(n.rightInnerExtent-e)+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 1 \"+(n.rightFullExtent+r-e)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r-e)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 1 \"+(n.rightInnerExtent-e)+\" \"+(n.targetY+r)+\"L\"+(n.targetX-e)+\" \"+(n.targetY+r)+(e>0?\"L\"+n.targetX+\" \"+n.targetY:\"\")+\"Z\"}(t.link,e);var r=Math.abs((t.link.target.x0-t.link.source.x1)/2);e>r&&(e=r);var n=t.link.source.x1,a=t.link.target.x0-e,o=i(n,a),s=o(.5),l=o(.5),u=t.link.y0-t.link.width/2,c=t.link.y0+t.link.width/2,f=t.link.y1-t.link.width/2,h=t.link.y1+t.link.width/2,p=\"M\"+n+\",\"+u,d=\"C\"+s+\",\"+u+\" \"+l+\",\"+f+\" \"+a+\",\"+f,v=\"C\"+l+\",\"+h+\" \"+s+\",\"+c+\" \"+n+\",\"+c,g=e>0?\"L\"+(a+e)+\",\"+(f+t.link.width/2):\"\";return p+d+(g+=\"L\"+a+\",\"+h)+v+\"Z\"}}function S(t,e){var r=u(e.color),n=l.nodePadAcross,i=t.nodePad/2;e.dx=e.x1-e.x0,e.dy=e.y1-e.y0;var a=e.dx,o=Math.max(.5,e.dy),s=\"node_\"+e.pointNumber;return e.group&&(s=h.randstr()),e.trace=t.trace,e.curveNumber=t.trace.index,{index:e.pointNumber,key:s,partOfGroup:e.partOfGroup||!1,group:e.group,traceId:t.key,trace:t.trace,node:e,nodePad:t.nodePad,nodeLineColor:t.nodeLineColor,nodeLineWidth:t.nodeLineWidth,textFont:t.textFont,size:t.horizontal?t.height:t.width,visibleWidth:Math.ceil(a),visibleHeight:o,zoneX:-n,zoneY:-i,zoneWidth:a+2*n,zoneHeight:o+2*i,labelY:t.horizontal?e.dy/2+1:e.dx/2+1,left:1===e.originalLayer,sizeAcross:t.width,forceLayouts:t.forceLayouts,horizontal:t.horizontal,darkBackground:r.getBrightness()<=128,tinyColorHue:c.tinyRGB(r),tinyColorAlpha:r.getAlpha(),valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,graph:t.graph,arrangement:t.arrangement,uniqueNodeLabelPathId:[t.guid,t.key,s].join(\"_\"),interactionState:t.interactionState,figure:t}}function E(t){t.attr(\"transform\",(function(t){return p(t.node.x0.toFixed(3),t.node.y0.toFixed(3))}))}function L(t){t.call(E)}function 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b=u<2||i[0]!==i[u-1]||o[0]!==o[u-1];b&&(\"tozerox\"===y||\"tonextx\"===y&&(p||\"h\"===d))?m.tozero=!0:(e.error_y||{}).visible||\"tonexty\"!==y&&\"tozeroy\"!==y&&(l.hasMarkers(e)||l.hasText(e))||(m.padded=!1,m.ppad=0),b&&(\"tozeroy\"===y||\"tonexty\"===y&&(p||\"v\"===d))?x.tozero=!0:\"tonextx\"!==y&&\"tozerox\"!==y||(x.padded=!1),f&&(e._extremes[f]=a.findExtremes(r,i,m)),h&&(e._extremes[h]=a.findExtremes(n,o,x))}function p(t,e){if(l.hasMarkers(t)){var r,n=t.marker,o=1.6*(t.marker.sizeref||1);if(r=\"area\"===t.marker.sizemode?function(t){return Math.max(Math.sqrt((t||0)/o),3)}:function(t){return Math.max((t||0)/o,3)},i.isArrayOrTypedArray(n.size)){var s={type:\"linear\"};a.setConvert(s);for(var u=s.makeCalcdata(t.marker,\"size\"),c=new Array(e),f=0;f<e;f++)c[f]=r(u[f]);return c}return r(n.size)}}function d(t,e){var r=v(e),n=t._firstScatter;n[r]||(n[r]=e.uid)}function v(t){var e=t.stackgroup;return t.xaxis+t.yaxis+t.type+(e?\"-\"+e:\"\")}function g(t,e,r,n){var i=t.stackgroup;if(i){var 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n=r(52075).hasColorscale,i=r(78803),a=r(34098);t.exports=function(t,e){a.hasLines(e)&&n(e,\"line\")&&i(t,e,{vals:e.line.color,containerStr:\"line\",cLetter:\"c\"}),a.hasMarkers(e)&&(n(e,\"marker\")&&i(t,e,{vals:e.marker.color,containerStr:\"marker\",cLetter:\"c\"}),n(e,\"marker.line\")&&i(t,e,{vals:e.marker.line.color,containerStr:\"marker.line\",cLetter:\"c\"}))}},47581:function(t){\"use strict\";t.exports={PTS_LINESONLY:20,minTolerance:.2,toleranceGrowth:10,maxScreensAway:20,eventDataKeys:[]}},72626:function(t,e,r){\"use strict\";var n=r(47761),i=r(11661).setGroupPositions;function a(t,e,r,n,i,a,o){i[n]=!0;var s={i:null,gap:!0,s:0};if(s[o]=r,t.splice(e,0,s),e&&r===t[e-1][o]){var l=t[e-1];s.s=l.s,s.i=l.i,s.gap=l.gap}else a&&(s.s=function(t,e,r,n){var i=t[e-1],a=t[e+1];return a?i?i.s+(a.s-i.s)*(r-i[n])/(a[n]-i[n]):a.s:i.s}(t,e,r,o));e||(t[0].t=t[1].t,t[0].trace=t[1].trace,delete t[1].t,delete 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n=r(82196),i=r(9012),a=r(5386).fF,o=r(5386).si,s=r(50693),l=r(1426).extendFlat,u=n.marker,c=n.line,f=u.line;t.exports={carpet:{valType:\"string\",editType:\"calc\"},a:{valType:\"data_array\",editType:\"calc\"},b:{valType:\"data_array\",editType:\"calc\"},mode:l({},n.mode,{dflt:\"markers\"}),text:l({},n.text,{}),texttemplate:o({editType:\"plot\"},{keys:[\"a\",\"b\",\"text\"]}),hovertext:l({},n.hovertext,{}),line:{color:c.color,width:c.width,dash:c.dash,backoff:c.backoff,shape:l({},c.shape,{values:[\"linear\",\"spline\"]}),smoothing:c.smoothing,editType:\"calc\"},connectgaps:n.connectgaps,fill:l({},n.fill,{values:[\"none\",\"toself\",\"tonext\"],dflt:\"none\"}),fillcolor:n.fillcolor,marker:l({symbol:u.symbol,opacity:u.opacity,maxdisplayed:u.maxdisplayed,angle:u.angle,angleref:u.angleref,standoff:u.standoff,size:u.size,sizeref:u.sizeref,sizemin:u.sizemin,sizemode:u.sizemode,line:l({width:f.width,editType:\"calc\"},s(\"marker.line\")),gradient:u.gradient,editType:\"calc\"},s(\"marker\")),textfont:n.textfont,textposition:n.textposition,selected:n.selected,unselected:n.unselected,hoverinfo:l({},i.hoverinfo,{flags:[\"a\",\"b\",\"text\",\"name\"]}),hoveron:n.hoveron,hovertemplate:a()}},34618:function(t,e,r){\"use 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r,n,i=e._length,o=e.marker,l={},u=s.isArrayOrTypedArray(o.symbol),f=s.isArrayOrTypedArray(o.angle),d=s.isArrayOrTypedArray(o.color),v=s.isArrayOrTypedArray(o.line.color),g=s.isArrayOrTypedArray(o.opacity),y=s.isArrayOrTypedArray(o.size),m=s.isArrayOrTypedArray(o.line.width);if(u||(n=p.isOpenSymbol(o.symbol)),u||d||v||g||f){l.symbols=new Array(i),l.angles=new Array(i),l.colors=new Array(i),l.borderColors=new Array(i);var x=o.symbol,b=o.angle,_=c(o,o.opacity,i),w=c(o.line,o.opacity,i);if(!Array.isArray(w[0])){var T=w;for(w=Array(i),r=0;r<i;r++)w[r]=T}if(!Array.isArray(_[0])){var k=_;for(_=Array(i),r=0;r<i;r++)_[r]=k}if(!Array.isArray(x)){var A=x;for(x=Array(i),r=0;r<i;r++)x[r]=A}if(!Array.isArray(b)){var M=b;for(b=Array(i),r=0;r<i;r++)b[r]=M}for(l.symbols=x,l.angles=b,l.colors=_,l.borderColors=w,r=0;r<i;r++)u&&(n=p.isOpenSymbol(o.symbol[r])),n&&(w[r]=_[r].slice(),_[r]=_[r].slice(),_[r][3]=0);for(l.opacity=e.opacity,l.markers=new Array(i),r=0;r<i;r++)l.markers[r]=E({mx:l.symbols[r],ma:l.angles[r]},e)}else n?(l.color=a(o.color,\"uint8\"),l.color[3]=0,l.borderColor=a(o.color,\"uint8\")):(l.color=a(o.color,\"uint8\"),l.borderColor=a(o.line.color,\"uint8\")),l.opacity=e.opacity*o.opacity,l.marker=E({mx:o.symbol,ma:o.angle},e);var S,L=h(e,1);if(y||m){var C,P=l.sizes=new Array(i),O=l.borderSizes=new Array(i),I=0;if(y){for(r=0;r<i;r++)P[r]=L(o.size[r]),I+=P[r];C=I/i}else for(S=L(o.size),r=0;r<i;r++)P[r]=S;if(m)for(r=0;r<i;r++)O[r]=o.line.width[r];else for(S=o.line.width,r=0;r<i;r++)O[r]=S;l.sizeAvg=C}else l.size=L(o&&o.size||10),l.borderSizes=L(o.line.width);return l}function b(t,e,r){var n=e.marker,i={};return r?(r.marker&&r.marker.symbol?i=x(0,s.extendFlat({},n,r.marker)):r.marker&&(r.marker.size&&(i.size=r.marker.size),r.marker.color&&(i.colors=r.marker.color),void 0!==r.marker.opacity&&(i.opacity=r.marker.opacity)),i):i}function _(t,e,r){var n={};if(!r)return n;if(r.textfont){var i={opacity:1,text:e.text,texttemplate:e.texttemplate,textposition:e.textposition,textfont:s.extendFlat({},e.textfont)};r.textfont&&s.extendFlat(i.textfont,r.textfont),n=m(t,i)}return n}function w(t,e,r){var n={capSize:2*e.width*r,lineWidth:e.thickness*r,color:e.color};return e.copy_ystyle&&(n=t.error_y),n}var T=d.SYMBOL_SDF_SIZE,k=d.SYMBOL_SIZE,A=d.SYMBOL_STROKE,M={},S=l.symbolFuncs[0](.05*k);function E(t,e){var r,n,a=t.mx;if(\"circle\"===a)return null;var o=l.symbolNumber(a),s=l.symbolFuncs[o%100],u=!!l.symbolNoDot[o%100],c=!!l.symbolNoFill[o%100],f=p.isDotSymbol(a);if(t.ma&&(a+=\"_\"+t.ma),M[a])return M[a];var h=l.getMarkerAngle(t,e);return r=f&&!u?s(1.1*k,h)+S:s(k,h),n=i(r,{w:T,h:T,viewBox:[-k,-k,k,k],stroke:c?A:-A}),M[a]=n,n||null}t.exports={style:function(t,e){var r,n={marker:void 0,markerSel:void 0,markerUnsel:void 0,line:void 0,fill:void 0,errorX:void 0,errorY:void 0,text:void 0,textSel:void 0,textUnsel:void 0},i=t._context.plotGlPixelRatio;if(!0!==e.visible)return n;if(f.hasText(e)&&(n.text=m(t,e),n.textSel=_(t,e,e.selected),n.textUnsel=_(t,e,e.unselected)),f.hasMarkers(e)&&(n.marker=x(0,e),n.markerSel=b(0,e,e.selected),n.markerUnsel=b(0,e,e.unselected),!e.unselected&&s.isArrayOrTypedArray(e.marker.opacity))){var a=e.marker.opacity;for(n.markerUnsel.opacity=new Array(a.length),r=0;r<a.length;r++)n.markerUnsel.opacity[r]=v*a[r]}if(f.hasLines(e)){n.line={overlay:!0,thickness:e.line.width*i,color:e.line.color,opacity:e.opacity};var o=(d.DASHES[e.line.dash]||[1]).slice();for(r=0;r<o.length;++r)o[r]*=e.line.width*i;n.line.dashes=o}return e.error_x&&e.error_x.visible&&(n.errorX=w(e,e.error_x,i)),e.error_y&&e.error_y.visible&&(n.errorY=w(e,e.error_y,i)),e.fill&&\"none\"!==e.fill&&(n.fill={closed:!0,fill:e.fillcolor,thickness:0}),n},markerStyle:x,markerSelection:b,linePositions:function(t,e,r){var n,i,a=r.length,o=a/2;if(f.hasLines(e)&&o)if(\"hv\"===e.line.shape){for(n=[],i=0;i<o-1;i++)isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN,NaN,NaN):(n.push(r[2*i],r[2*i+1]),isNaN(r[2*i+2])||isNaN(r[2*i+3])?n.push(NaN,NaN):n.push(r[2*i+2],r[2*i+1]));n.push(r[a-2],r[a-1])}else if(\"hvh\"===e.line.shape){for(n=[],i=0;i<o-1;i++)if(isNaN(r[2*i])||isNaN(r[2*i+1])||isNaN(r[2*i+2])||isNaN(r[2*i+3]))isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+1]),n.push(NaN,NaN);else{var s=(r[2*i]+r[2*i+2])/2;n.push(r[2*i],r[2*i+1],s,r[2*i+1],s,r[2*i+3])}n.push(r[a-2],r[a-1])}else if(\"vhv\"===e.line.shape){for(n=[],i=0;i<o-1;i++)if(isNaN(r[2*i])||isNaN(r[2*i+1])||isNaN(r[2*i+2])||isNaN(r[2*i+3]))isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+1]),n.push(NaN,NaN);else{var l=(r[2*i+1]+r[2*i+3])/2;n.push(r[2*i],r[2*i+1],r[2*i],l,r[2*i+2],l)}n.push(r[a-2],r[a-1])}else if(\"vh\"===e.line.shape){for(n=[],i=0;i<o-1;i++)isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN,NaN,NaN):(n.push(r[2*i],r[2*i+1]),isNaN(r[2*i+2])||isNaN(r[2*i+3])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+3]));n.push(r[a-2],r[a-1])}else n=r;var u=!1;for(i=0;i<n.length;i++)if(isNaN(n[i])){u=!0;break}var c=u||n.length>d.TOO_MANY_POINTS||f.hasMarkers(e)?\"rect\":\"round\";if(u&&e.connectgaps){var h=n[0],p=n[1];for(i=0;i<n.length;i+=2)isNaN(n[i])||isNaN(n[i+1])?(n[i]=h,n[i+1]=p):(h=n[i],p=n[i+1])}return{join:c,positions:n}},errorBarPositions:function(t,e,r,i,a){var s=o.getComponentMethod(\"errorbars\",\"makeComputeError\"),l=u.getFromId(t,e.xaxis,\"x\"),c=u.getFromId(t,e.yaxis,\"y\"),f=r.length/2,h={};function p(t,i){var a=i._id.charAt(0),o=e[\"error_\"+a];if(o&&o.visible&&(\"linear\"===i.type||\"log\"===i.type)){for(var l=s(o),u={x:0,y:1}[a],c={x:[0,1,2,3],y:[2,3,0,1]}[a],p=new Float64Array(4*f),d=1/0,v=-1/0,g=0,y=0;g<f;g++,y+=4){var m=t[g];if(n(m)){var x=r[2*g+u],b=l(m,g),_=b[0],w=b[1];if(n(_)&&n(w)){var T=m-_,k=m+w;p[y+c[0]]=x-i.c2l(T),p[y+c[1]]=i.c2l(k)-x,p[y+c[2]]=0,p[y+c[3]]=0,d=Math.min(d,m-_),v=Math.max(v,m+w)}}}h[a]={positions:r,errors:p,_bnds:[d,v]}}}return p(i,l),p(a,c),h},textPosition:function(t,e,r,n){var i,a=e._length,o={};if(f.hasMarkers(e)){var s=r.font,l=r.align,u=r.baseline;for(o.offset=new Array(a),i=0;i<a;i++){var c=n.sizes?n.sizes[i]:n.size,h=Array.isArray(s)?s[i].size:s.size,p=Array.isArray(l)?l.length>1?l[i]:l[0]:l,d=Array.isArray(u)?u.length>1?u[i]:u[0]:u,v=g[p],y=g[d],m=c?c/.8+1:0,x=-y*m-.5*y;o.offset[i]=[v*m/h,x/h]}}return o}}},47148:function(t,e,r){\"use strict\";var n=r(71828),i=r(73972),a=r(68645),o=r(42341),s=r(47581),l=r(34098),u=r(67513),c=r(73927),f=r(49508),h=r(11058),p=r(28908),d=r(82410);t.exports=function(t,e,r,v){function g(r,i){return n.coerce(t,e,o,r,i)}var y=!!t.marker&&a.isOpenSymbol(t.marker.symbol),m=l.isBubble(t),x=u(t,e,v,g);if(x){c(t,e,v,g),g(\"xhoverformat\"),g(\"yhoverformat\");var b=x<s.PTS_LINESONLY?\"lines+markers\":\"lines\";g(\"text\"),g(\"hovertext\"),g(\"hovertemplate\"),g(\"mode\",b),l.hasLines(e)&&(g(\"connectgaps\"),h(t,e,r,v,g),g(\"line.shape\")),l.hasMarkers(e)&&(f(t,e,r,v,g,{noAngleRef:!0,noStandOff:!0}),g(\"marker.line.width\",y||m?1:0)),l.hasText(e)&&(g(\"texttemplate\"),d(t,e,v,g));var _=(e.line||{}).color,w=(e.marker||{}).color;g(\"fill\"),\"none\"!==e.fill&&p(t,e,r,g);var T=i.getComponentMethod(\"errorbars\",\"supplyDefaults\");T(t,e,_||w||r,{axis:\"y\"}),T(t,e,_||w||r,{axis:\"x\",inherit:\"y\"}),n.coerceSelectionMarkerOpacity(e,g)}else e.visible=!1}},5345:function(t,e,r){\"use strict\";var n=r(71828),i=r(7901),a=r(37822).DESELECTDIM;t.exports={styleTextSelection:function(t){var e,r,o=t[0],s=o.trace,l=o.t,u=l._scene,c=l.index,f=u.selectBatch[c],h=u.unselectBatch[c],p=u.textOptions[c],d=u.textSelectedOptions[c]||{},v=u.textUnselectedOptions[c]||{},g=n.extendFlat({},p);if(f.length||h.length){var y=d.color,m=v.color,x=p.color,b=Array.isArray(x);for(g.color=new Array(s._length),e=0;e<f.length;e++)r=f[e],g.color[r]=y||(b?x[r]:x);for(e=0;e<h.length;e++){r=h[e];var _=b?x[r]:x;g.color[r]=m||(y?_:i.addOpacity(_,a))}}u.glText[c].update(g)}}},68101:function(t,e,r){\"use strict\";var n=r(8225);t.exports=function(t,e,r){var i=t.i;return\"x\"in t||(t.x=e._x[i]),\"y\"in t||(t.y=e._y[i]),n(t,e,r)}},68645:function(t,e,r){\"use strict\";var n=r(78232);e.isOpenSymbol=function(t){return\"string\"==typeof t?n.OPEN_RE.test(t):t%200>100},e.isDotSymbol=function(t){return\"string\"==typeof t?n.DOT_RE.test(t):t>200}},20794:function(t,e,r){\"use strict\";var n=r(73972),i=r(71828),a=r(34603);function o(t,e,r,o){var s=t.xa,l=t.ya,u=t.distance,c=t.dxy,f=t.index,h={pointNumber:f,x:e[f],y:r[f]};h.tx=Array.isArray(o.text)?o.text[f]:o.text,h.htx=Array.isArray(o.hovertext)?o.hovertext[f]:o.hovertext,h.data=Array.isArray(o.customdata)?o.customdata[f]:o.customdata,h.tp=Array.isArray(o.textposition)?o.textposition[f]:o.textposition;var p=o.textfont;p&&(h.ts=i.isArrayOrTypedArray(p.size)?p.size[f]:p.size,h.tc=Array.isArray(p.color)?p.color[f]:p.color,h.tf=Array.isArray(p.family)?p.family[f]:p.family);var d=o.marker;d&&(h.ms=i.isArrayOrTypedArray(d.size)?d.size[f]:d.size,h.mo=i.isArrayOrTypedArray(d.opacity)?d.opacity[f]:d.opacity,h.mx=i.isArrayOrTypedArray(d.symbol)?d.symbol[f]:d.symbol,h.ma=i.isArrayOrTypedArray(d.angle)?d.angle[f]:d.angle,h.mc=i.isArrayOrTypedArray(d.color)?d.color[f]:d.color);var v=d&&d.line;v&&(h.mlc=Array.isArray(v.color)?v.color[f]:v.color,h.mlw=i.isArrayOrTypedArray(v.width)?v.width[f]:v.width);var g=d&&d.gradient;g&&\"none\"!==g.type&&(h.mgt=Array.isArray(g.type)?g.type[f]:g.type,h.mgc=Array.isArray(g.color)?g.color[f]:g.color);var y=s.c2p(h.x,!0),m=l.c2p(h.y,!0),x=h.mrc||1,b=o.hoverlabel;b&&(h.hbg=Array.isArray(b.bgcolor)?b.bgcolor[f]:b.bgcolor,h.hbc=Array.isArray(b.bordercolor)?b.bordercolor[f]:b.bordercolor,h.hts=i.isArrayOrTypedArray(b.font.size)?b.font.size[f]:b.font.size,h.htc=Array.isArray(b.font.color)?b.font.color[f]:b.font.color,h.htf=Array.isArray(b.font.family)?b.font.family[f]:b.font.family,h.hnl=i.isArrayOrTypedArray(b.namelength)?b.namelength[f]:b.namelength);var _=o.hoverinfo;_&&(h.hi=Array.isArray(_)?_[f]:_);var w=o.hovertemplate;w&&(h.ht=Array.isArray(w)?w[f]:w);var T={};T[t.index]=h;var k=o._origX,A=o._origY,M=i.extendFlat({},t,{color:a(o,h),x0:y-x,x1:y+x,xLabelVal:k?k[f]:h.x,y0:m-x,y1:m+x,yLabelVal:A?A[f]:h.y,cd:T,distance:u,spikeDistance:c,hovertemplate:h.ht});return h.htx?M.text=h.htx:h.tx?M.text=h.tx:o.text&&(M.text=o.text),i.fillText(h,o,M),n.getComponentMethod(\"errorbars\",\"hoverInfo\")(h,o,M),M}t.exports={hoverPoints:function(t,e,r,n){var i,a,s,l,u,c,f,h,p,d,v=t.cd,g=v[0].t,y=v[0].trace,m=t.xa,x=t.ya,b=g.x,_=g.y,w=m.c2p(e),T=x.c2p(r),k=t.distance;if(g.tree){var A=m.p2c(w-k),M=m.p2c(w+k),S=x.p2c(T-k),E=x.p2c(T+k);i=\"x\"===n?g.tree.range(Math.min(A,M),Math.min(x._rl[0],x._rl[1]),Math.max(A,M),Math.max(x._rl[0],x._rl[1])):g.tree.range(Math.min(A,M),Math.min(S,E),Math.max(A,M),Math.max(S,E))}else i=g.ids;var L=k;if(\"x\"===n){var C=!!y.xperiodalignment,P=!!y.yperiodalignment;for(c=0;c<i.length;c++){if(l=b[a=i[c]],f=Math.abs(m.c2p(l)-w),C){var O=m.c2p(y._xStarts[a]),I=m.c2p(y._xEnds[a]);f=w>=Math.min(O,I)&&w<=Math.max(O,I)?0:1/0}if(f<L){if(L=f,u=_[a],h=x.c2p(u)-T,P){var D=x.c2p(y._yStarts[a]),z=x.c2p(y._yEnds[a]);h=T>=Math.min(D,z)&&T<=Math.max(D,z)?0:1/0}d=Math.sqrt(f*f+h*h),s=i[c]}}}else for(c=i.length-1;c>-1;c--)l=b[a=i[c]],u=_[a],f=m.c2p(l)-w,h=x.c2p(u)-T,(p=Math.sqrt(f*f+h*h))<L&&(L=d=p,s=a);return t.index=s,t.distance=L,t.dxy=d,void 0===s?[t]:[o(t,b,_,y)]},calcHover:o}},68868:function(t,e,r){\"use strict\";var n=r(72156);n.plot=r(26787),t.exports=n},26787:function(t,e,r){\"use strict\";var n=r(11870),i=r(46075),a=r(3593),o=r(42505),s=r(71828),l=r(64505).selectMode,u=r(79749),c=r(34098),f=r(68687),h=r(5345).styleTextSelection,p={};function d(t,e,r,n){var i=t._size,a=t.width*n,o=t.height*n,s=i.l*n,l=i.b*n,u=i.r*n,c=i.t*n,f=i.w*n,h=i.h*n;return[s+e.domain[0]*f,l+r.domain[0]*h,a-u-(1-e.domain[1])*f,o-c-(1-r.domain[1])*h]}(t.exports=function(t,e,r){if(r.length){var v,g,y=t._fullLayout,m=e._scene,x=e.xaxis,b=e.yaxis;if(m)if(u(t,[\"ANGLE_instanced_arrays\",\"OES_element_index_uint\"],p)){var 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n=r(5386).fF,i=r(5386).si,a=r(19316),o=r(82196),s=r(23585),l=r(9012),u=r(50693),c=r(1426).extendFlat,f=r(30962).overrideAll,h=r(23585),p=a.line,d=a.marker;t.exports=f({lon:a.lon,lat:a.lat,cluster:{enabled:{valType:\"boolean\"},maxzoom:c({},h.layers.maxzoom,{}),step:{valType:\"number\",arrayOk:!0,dflt:-1,min:-1},size:{valType:\"number\",arrayOk:!0,dflt:20,min:0},color:{valType:\"color\",arrayOk:!0},opacity:c({},d.opacity,{dflt:1})},mode:c({},o.mode,{dflt:\"markers\"}),text:c({},o.text,{}),texttemplate:i({editType:\"plot\"},{keys:[\"lat\",\"lon\",\"text\"]}),hovertext:c({},o.hovertext,{}),line:{color:p.color,width:p.width},connectgaps:o.connectgaps,marker:c({symbol:{valType:\"string\",dflt:\"circle\",arrayOk:!0},angle:{valType:\"number\",dflt:\"auto\",arrayOk:!0},allowoverlap:{valType:\"boolean\",dflt:!1},opacity:d.opacity,size:d.size,sizeref:d.sizeref,sizemin:d.sizemin,sizemode:d.sizemode},u(\"marker\")),fill:a.fill,fillcolor:o.fillcolor,textfont:s.layers.symbol.textfont,textposition:s.layers.symbol.textposition,below:{valType:\"string\"},selected:{marker:o.selected.marker},unselected:{marker:o.unselected.marker},hoverinfo:c({},l.hoverinfo,{flags:[\"lon\",\"lat\",\"text\",\"name\"]}),hovertemplate:n()},\"calc\",\"nested\")},15790:function(t,e,r){\"use 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r,a=e[0].trace,b=!0===a.visible&&0!==a._length,_=\"none\"!==a.fill,w=c.hasLines(a),T=c.hasMarkers(a),k=c.hasText(a),A=T&&\"circle\"===a.marker.symbol,M=T&&\"circle\"!==a.marker.symbol,S=a.cluster&&a.cluster.enabled,E=v(\"fill\"),L=v(\"line\"),C=v(\"circle\"),P=v(\"symbol\"),O={fill:E,line:L,circle:C,symbol:P};if(!b)return O;if((_||w)&&(r=o.calcTraceToLineCoords(e)),_&&(E.geojson=o.makePolygon(r),E.layout.visibility=\"visible\",i.extendFlat(E.paint,{\"fill-color\":a.fillcolor})),w&&(L.geojson=o.makeLine(r),L.layout.visibility=\"visible\",i.extendFlat(L.paint,{\"line-width\":a.line.width,\"line-color\":a.line.color,\"line-opacity\":a.opacity})),A){var I=function(t){var e,r,a,o,c=t[0].trace,f=c.marker,h=c.selectedpoints,p=i.isArrayOrTypedArray(f.color),d=i.isArrayOrTypedArray(f.size),v=i.isArrayOrTypedArray(f.opacity);function g(t){return c.opacity*t}p&&(r=s.hasColorscale(c,\"marker\")?s.makeColorScaleFuncFromTrace(f):i.identity),d&&(a=u(c)),v&&(o=function(t){return 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a.marker&&\"auto\"!==a.marker.angle&&i.extendFlat(P.layout,{\"icon-rotate\":{type:\"identity\",property:\"angle\"},\"icon-rotation-alignment\":\"map\"}),P.layout[\"icon-allow-overlap\"]=a.marker.allowoverlap,i.extendFlat(P.paint,{\"icon-opacity\":a.opacity*a.marker.opacity,\"icon-color\":a.marker.color})),k)){var D=(a.marker||{}).size,z=f(a.textposition,D);i.extendFlat(P.layout,{\"text-size\":a.textfont.size,\"text-anchor\":z.anchor,\"text-offset\":z.offset,\"text-font\":a.textfont.family.split(\", \")}),i.extendFlat(P.paint,{\"text-color\":a.textfont.color,\"text-opacity\":a.opacity})}return O}},76645:function(t,e,r){\"use strict\";var n=r(71828),i=r(34098),a=r(49508),o=r(11058),s=r(82410),l=r(28908),u=r(99181),c=[\"Metropolis Black Italic\",\"Metropolis Black\",\"Metropolis Bold Italic\",\"Metropolis Bold\",\"Metropolis Extra Bold Italic\",\"Metropolis Extra Bold\",\"Metropolis Extra Light Italic\",\"Metropolis Extra Light\",\"Metropolis Light Italic\",\"Metropolis Light\",\"Metropolis Medium Italic\",\"Metropolis Medium\",\"Metropolis Regular Italic\",\"Metropolis Regular\",\"Metropolis Semi Bold Italic\",\"Metropolis Semi Bold\",\"Metropolis Thin Italic\",\"Metropolis Thin\",\"Open Sans Bold Italic\",\"Open Sans Bold\",\"Open Sans Extra Bold Italic\",\"Open Sans Extra Bold\",\"Open Sans Italic\",\"Open Sans Light Italic\",\"Open Sans Light\",\"Open Sans Regular\",\"Open Sans Semibold Italic\",\"Open Sans Semibold\",\"Klokantech Noto Sans Bold\",\"Klokantech Noto Sans CJK Bold\",\"Klokantech Noto Sans CJK Regular\",\"Klokantech Noto Sans Italic\",\"Klokantech Noto Sans Regular\"];t.exports=function(t,e,r,f){function h(r,i){return n.coerce(t,e,u,r,i)}function p(r,i){return n.coerce2(t,e,u,r,i)}var d=function(t,e,r){var n=r(\"lon\")||[],i=r(\"lat\")||[],a=Math.min(n.length,i.length);return 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n=r(35948),i=r(20794).calcHover;t.exports={hoverPoints:function(t,e,r){var a=t.cd[0].trace,o=t.scene.matrixOptions.cdata,s=t.xa,l=t.ya,u=s.c2p(e),c=l.c2p(r),f=t.distance,h=n.getDimIndex(a,s),p=n.getDimIndex(a,l);if(!1===h||!1===p)return[t];for(var d,v,g=o[h],y=o[p],m=f,x=0;x<g.length;x++){var b=g[x],_=y[x],w=s.c2p(b)-u,T=l.c2p(_)-c,k=Math.sqrt(w*w+T*T);k<m&&(m=v=k,d=x)}return t.index=d,t.distance=m,t.dxy=v,void 0===d?[t]:[i(t,g,y,a)]}}},6419:function(t,e,r){\"use strict\";var n=r(65017);n.basePlotModule=r(16947),t.exports=n},79410:function(t,e,r){\"use strict\";var n=r(60487),i=r(71828),a=r(41675),o=r(64505).selectMode;function s(t,e){var r,s,l,u,c,f=t._fullLayout,h=f._size,p=e.trace,d=e.t,v=f._splomScenes[p.uid],g=v.matrixOptions,y=g.cdata,m=f._glcanvas.data()[0].regl,x=f.dragmode;if(0!==y.length){g.lower=p.showupperhalf,g.upper=p.showlowerhalf,g.diagonal=p.diagonal.visible;var b=p._visibleDims,_=y.length,w=v.viewOpts={};for(w.ranges=new Array(_),w.domains=new 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B=i.extendFlat({},g,v.unselectedOptions,w),N=i.extendFlat({},g,v.selectedOptions,w);v.matrix.update(B,N),P=!1}}else d.xpx=d.ypx=null;if(P){var j=i.extendFlat({},g,w);v.matrix.update(j,null)}}}t.exports=function(t,e,r){if(r.length)for(var n=0;n<r.length;n++)s(t,r[n][0])}},10164:function(t,e,r){\"use strict\";var n=r(71828);t.exports=function(t,e){var r=t._fullLayout,i=e.uid,a=r._splomScenes;a||(a=r._splomScenes={});var o={dirty:!0,selectBatch:[],unselectBatch:[]},s=a[e.uid];return s||((s=a[i]=n.extendFlat({},o,{matrix:!1,selectBatch:[],unselectBatch:[]})).draw=function(){s.matrix&&s.matrix.draw&&(s.selectBatch.length||s.unselectBatch.length?s.matrix.draw(s.unselectBatch,s.selectBatch):s.matrix.draw()),s.dirty=!1},s.destroy=function(){s.matrix&&s.matrix.destroy&&s.matrix.destroy(),s.matrixOptions=null,s.selectBatch=null,s.unselectBatch=null,s=null}),s.dirty||n.extendFlat(s,o),s}},8689:function(t,e,r){\"use strict\";var n=r(71828),i=n.pushUnique,a=r(34098),o=r(35948);t.exports=function(t,e){var r=t.cd,s=r[0].trace,l=r[0].t,u=t.scene,c=u.matrixOptions.cdata,f=t.xaxis,h=t.yaxis,p=[];if(!u)return p;var d=!a.hasMarkers(s)&&!a.hasText(s);if(!0!==s.visible||d)return p;var v=o.getDimIndex(s,f),g=o.getDimIndex(s,h);if(!1===v||!1===g)return p;var y=l.xpx[v],m=l.ypx[g],x=c[v],b=c[g],_=(t.scene.selectBatch||[]).slice(),w=[];if(!1!==e&&!e.degenerate)for(var T=0;T<x.length;T++)e.contains([y[T],m[T]],null,T,t)?(p.push({pointNumber:T,x:x[T],y:b[T]}),i(_,T)):-1!==_.indexOf(T)?i(_,T):w.push(T);var k=u.matrixOptions;return _.length||w.length?u.selectBatch.length||u.unselectBatch.length||u.matrix.update(u.unselectedOptions,n.extendFlat({},k,u.selectedOptions,u.viewOpts)):u.matrix.update(k,null),u.selectBatch=_,u.unselectBatch=w,p}},21850:function(t,e,r){\"use strict\";var n=r(50693),i=r(12663).axisHoverFormat,a=r(5386).fF,o=r(2418),s=r(9012),l=r(1426).extendFlat,u={x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},y:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},z:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},u:{valType:\"data_array\",editType:\"calc\"},v:{valType:\"data_array\",editType:\"calc\"},w:{valType:\"data_array\",editType:\"calc\"},starts:{x:{valType:\"data_array\",editType:\"calc\"},y:{valType:\"data_array\",editType:\"calc\"},z:{valType:\"data_array\",editType:\"calc\"},editType:\"calc\"},maxdisplayed:{valType:\"integer\",min:0,dflt:1e3,editType:\"calc\"},sizeref:{valType:\"number\",editType:\"calc\",min:0,dflt:1},text:{valType:\"string\",dflt:\"\",editType:\"calc\"},hovertext:{valType:\"string\",dflt:\"\",editType:\"calc\"},hovertemplate:a({editType:\"calc\"},{keys:[\"tubex\",\"tubey\",\"tubez\",\"tubeu\",\"tubev\",\"tubew\",\"norm\",\"divergence\"]}),uhoverformat:i(\"u\",1),vhoverformat:i(\"v\",1),whoverformat:i(\"w\",1),xhoverformat:i(\"x\"),yhoverformat:i(\"y\"),zhoverformat:i(\"z\"),showlegend:l({},s.showlegend,{dflt:!1})};l(u,n(\"\",{colorAttr:\"u/v/w 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L=function(){m=0,M=[],S=[],E=[]};(!m||m<M.length*S.length*E.length)&&L();var C=function(t){return\"x\"===t?v:\"y\"===t?g:y},P=function(t){return\"x\"===t?M:\"y\"===t?S:E},O=function(t){return t[m-1]<t[0]?-1:1},I=C(A[1]),D=C(A[3]),z=C(A[5]),R=P(A[1]).length,F=P(A[3]).length,B=P(A[5]).length,N=!1,j=function(t,e,r){return R*(F*t+e)+r},U=O(C(A[1])),V=O(C(A[3])),H=O(C(A[5]));for(e=0;e<B-1;e++){for(r=0;r<F-1;r++){for(i=0;i<R-1;i++){var q=j(e,r,i),G=j(e,r,i+1),Z=j(e,r+1,i),Y=j(e+1,r,i);if(I[q]*U<I[G]*U&&D[q]*V<D[Z]*V&&z[q]*H<z[Y]*H||(N=!0),N)break}if(N)break}if(N)break}return N&&(n.warn(\"Encountered arbitrary coordinates! 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y=n[c];r.xMax=Math.max(r.xMax,y),r.xMin=Math.min(r.xMin,y);var m=o[c];r.yMax=Math.max(r.yMax,m),r.yMin=Math.min(r.yMin,m);var x=l[c];r.zMax=Math.max(r.zMax,x),r.zMin=Math.min(r.zMin,x)}e._slen=u,e._normMax=f,e._xbnds=[r.xMin,r.xMax],e._ybnds=[r.yMin,r.yMax],e._zbnds=[r.zMin,r.zMax]},filter:s,processGrid:a}},90154:function(t,e,r){\"use strict\";var n=r(9330).gl_streamtube3d,i=n.createTubeMesh,a=r(71828),o=r(81697).parseColorScale,s=r(21081).extractOpts,l=r(90060),u={xaxis:0,yaxis:1,zaxis:2};function c(t,e){this.scene=t,this.uid=e,this.mesh=null,this.data=null}var f=c.prototype;function h(t){var e=t.length;return e>2?t.slice(1,e-1):2===e?[(t[0]+t[1])/2]:t}function p(t){var e=t.length;return 1===e?[.5,.5]:[t[1]-t[0],t[e-1]-t[e-2]]}function d(t,e){var r=t.fullSceneLayout,i=t.dataScale,c=e._len,f={};function d(t,e){var n=r[e],o=i[u[e]];return a.simpleMap(t,(function(t){return 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e.listPath(t,\"label\").join(\"/\")+\"/\"},e.formatValue=o.formatPieValue,e.formatPercent=function(t,e){var r=n.formatPercent(t,0);return\"0%\"===r&&(r=o.formatPiePercent(t,e)),r}},87619:function(t,e,r){\"use strict\";t.exports={moduleType:\"trace\",name:\"sunburst\",basePlotModule:r(66888),categories:[],animatable:!0,attributes:r(57564),layoutAttributes:r(2654),supplyDefaults:r(17094),supplyLayoutDefaults:r(57034),calc:r(52147).calc,crossTraceCalc:r(52147).crossTraceCalc,plot:r(24714).plot,style:r(29969).style,colorbar:r(4898),meta:{}}},2654:function(t){\"use strict\";t.exports={sunburstcolorway:{valType:\"colorlist\",editType:\"calc\"},extendsunburstcolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},57034:function(t,e,r){\"use strict\";var n=r(71828),i=r(2654);t.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"sunburstcolorway\",e.colorway),r(\"extendsunburstcolors\")}},24714:function(t,e,r){\"use strict\";var 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s,l=b.getPtId(t.parent);T.each((function(t){if(b.getPtId(t)===l)return s=t}));var u,c=s.children;c.forEach((function(t,e){if(b.getPtId(t)===r)return u=e}));var f=c.length,h=a(s.x0,s.x1);e={rpx0:I,rpx1:I,x0:h(u/f),x1:h((u+1)/f)}}return a(n,e)}(t);return function(t){return Z(e(t))}})),t.select(\"g.slicetext\").attr(\"opacity\",0)})).remove():T.exit().remove(),T.order();var X=null;if(_&&R){var J=b.getPtId(R);T.each((function(t){null===X&&b.getPtId(t)===J&&(X=t.x1)}))}var K=T;function $(t){var e=t.parent,r=F[b.getPtId(e)],n={};if(r){var i=e.children,o=i.indexOf(t),s=i.length,l=a(r.x0,r.x1);n.x0=l(o/s),n.x1=l(o/s)}else n.x0=n.x1=0;return n}_&&(K=K.transition().each(\"end\",(function(){var e=n.select(this);b.setSliceCursor(e,t,{hideOnRoot:!0,hideOnLeaves:!0,isTransitioning:!1})}))),K.each((function(i){var u=n.select(this),f=s.ensureSingle(u,\"path\",\"surface\",(function(t){t.style(\"pointer-events\",h?\"none\":\"all\")}));i.rpx0=q(i.y0),i.rpx1=q(i.y1),i.xmid=(i.x0+i.x1)/2,i.pxmid=G(i.rpx1,i.xmid),i.midangle=-(i.xmid-Math.PI/2),i.startangle=-(i.x0-Math.PI/2),i.stopangle=-(i.x1-Math.PI/2),i.halfangle=.5*Math.min(s.angleDelta(i.x0,i.x1)||Math.PI,Math.PI),i.ring=1-i.rpx0/i.rpx1,i.rInscribed=function(t){return 0===t.rpx0&&s.isFullCircle([t.x0,t.x1])?1:Math.max(0,Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2))}(i),_?f.transition().attrTween(\"d\",(function(t){var e=function(t){var e,r=F[b.getPtId(t)],n={x0:t.x0,x1:t.x1,rpx0:t.rpx0,rpx1:t.rpx1};if(r)e=r;else if(R)if(t.parent)if(X){var i=(t.x1>X?2*Math.PI:0)+V;e={x0:i,x1:i}}else e={rpx0:I,rpx1:I},s.extendFlat(e,$(t));else e={rpx0:0,rpx1:0};else e={x0:V,x1:V};return a(e,n)}(t);return function(t){return Z(e(t))}})):f.attr(\"d\",Z),u.call(m,S,t,r,{eventDataKeys:x.eventDataKeys,transitionTime:x.CLICK_TRANSITION_TIME,transitionEasing:x.CLICK_TRANSITION_EASING}).call(b.setSliceCursor,t,{hideOnRoot:!0,hideOnLeaves:!0,isTransitioning:t._transitioning}),f.call(g,i,A,t);var p=s.ensureSingle(u,\"g\",\"slicetext\"),w=s.ensureSingle(p,\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),T=s.ensureUniformFontSize(t,b.determineTextFont(A,i,y.font));w.text(e.formatSliceLabel(i,S,A,r,y)).classed(\"slicetext\",!0).attr(\"text-anchor\",\"middle\").call(o.font,T).call(l.convertToTspans,t);var M=o.bBox(w.node());i.transform=v(M,i,k),i.transform.targetX=Y(i),i.transform.targetY=W(i);var E=function(t,e){var r=t.transform;return d(r,e),r.fontSize=T.size,c(A.type,r,y),s.getTextTransform(r)};_?w.transition().attrTween(\"transform\",(function(t){var e=function(t){var e,r=F[b.getPtId(t)],n=t.transform;if(r)e=r;else if(e={rpx1:t.rpx1,transform:{textPosAngle:n.textPosAngle,scale:0,rotate:n.rotate,rCenter:n.rCenter,x:n.x,y:n.y}},R)if(t.parent)if(X){var i=t.x1>X?2*Math.PI:0;e.x0=e.x1=i}else s.extendFlat(e,$(t));else e.x0=e.x1=V;else e.x0=e.x1=V;var o=a(e.transform.textPosAngle,t.transform.textPosAngle),l=a(e.rpx1,t.rpx1),u=a(e.x0,t.x0),f=a(e.x1,t.x1),h=a(e.transform.scale,n.scale),p=a(e.transform.rotate,n.rotate),d=0===n.rCenter?3:0===e.transform.rCenter?1/3:1,v=a(e.transform.rCenter,n.rCenter);return function(t){var e=l(t),r=u(t),i=f(t),a=function(t){return v(Math.pow(t,d))}(t),s={pxmid:G(e,(r+i)/2),rpx1:e,transform:{textPosAngle:o(t),rCenter:a,x:n.x,y:n.y}};return c(A.type,n,y),{transform:{targetX:Y(s),targetY:W(s),scale:h(t),rotate:p(t),rCenter:a}}}}(t);return function(t){return E(e(t),M)}})):w.attr(\"transform\",E(i,M))}))}function w(t){return e=t.rpx1,r=t.transform.textPosAngle,[e*Math.sin(r),-e*Math.cos(r)];var e,r}e.plot=function(t,e,r,i){var a,o,s=t._fullLayout,l=s._sunburstlayer,u=!r,c=!s.uniformtext.mode&&b.hasTransition(r);f(\"sunburst\",s),(a=l.selectAll(\"g.trace.sunburst\").data(e,(function(t){return t[0].trace.uid}))).enter().append(\"g\").classed(\"trace\",!0).classed(\"sunburst\",!0).attr(\"stroke-linejoin\",\"round\"),a.order(),c?(i&&(o=i()),n.transition().duration(r.duration).ease(r.easing).each(\"end\",(function(){o&&o()})).each(\"interrupt\",(function(){o&&o()})).each((function(){l.selectAll(\"g.trace\").each((function(e){_(t,e,this,r)}))}))):(a.each((function(e){_(t,e,this,r)})),s.uniformtext.mode&&y(t,s._sunburstlayer.selectAll(\".trace\"),\"sunburst\")),u&&a.exit().remove()},e.formatSliceLabel=function(t,e,r,n,i){var a=r.texttemplate,o=r.textinfo;if(!(a||o&&\"none\"!==o))return\"\";var l=i.separators,u=n[0],c=t.data.data,f=u.hierarchy,h=b.isHierarchyRoot(t),p=b.getParent(f,t),d=b.getValue(t);if(!a){var v,g=o.split(\"+\"),y=function(t){return-1!==g.indexOf(t)},m=[];if(y(\"label\")&&c.label&&m.push(c.label),c.hasOwnProperty(\"v\")&&y(\"value\")&&m.push(b.formatValue(c.v,l)),!h){y(\"current path\")&&m.push(b.getPath(t.data));var x=0;y(\"percent parent\")&&x++,y(\"percent entry\")&&x++,y(\"percent root\")&&x++;var _=x>1;if(x){var w,T=function(t){v=b.formatPercent(w,l),_&&(v+=\" of \"+t),m.push(v)};y(\"percent parent\")&&!h&&(w=d/b.getValue(p),T(\"parent\")),y(\"percent entry\")&&(w=d/b.getValue(e),T(\"entry\")),y(\"percent root\")&&(w=d/b.getValue(f),T(\"root\"))}}return y(\"text\")&&(v=s.castOption(r,c.i,\"text\"),s.isValidTextValue(v)&&m.push(v)),m.join(\"<br>\")}var k=s.castOption(r,c.i,\"texttemplate\");if(!k)return\"\";var A={};c.label&&(A.label=c.label),c.hasOwnProperty(\"v\")&&(A.value=c.v,A.valueLabel=b.formatValue(c.v,l)),A.currentPath=b.getPath(t.data),h||(A.percentParent=d/b.getValue(p),A.percentParentLabel=b.formatPercent(A.percentParent,l),A.parent=b.getPtLabel(p)),A.percentEntry=d/b.getValue(e),A.percentEntryLabel=b.formatPercent(A.percentEntry,l),A.entry=b.getPtLabel(e),A.percentRoot=d/b.getValue(f),A.percentRootLabel=b.formatPercent(A.percentRoot,l),A.root=b.getPtLabel(f),c.hasOwnProperty(\"color\")&&(A.color=c.color);var M=s.castOption(r,c.i,\"text\");return(s.isValidTextValue(M)||\"\"===M)&&(A.text=M),A.customdata=s.castOption(r,c.i,\"customdata\"),s.texttemplateString(k,A,i._d3locale,A,r._meta||{})}},29969:function(t,e,r){\"use strict\";var n=r(39898),i=r(7901),a=r(71828),o=r(72597).resizeText,s=r(43467);function l(t,e,r,n){var 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f=t.exports=u(l({z:{valType:\"data_array\"},x:{valType:\"data_array\"},y:{valType:\"data_array\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertemplate:o(),xhoverformat:a(\"x\"),yhoverformat:a(\"y\"),zhoverformat:a(\"z\"),connectgaps:{valType:\"boolean\",dflt:!1,editType:\"calc\"},surfacecolor:{valType:\"data_array\"}},i(\"\",{colorAttr:\"z or 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n=r(78803);t.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:\"\",cLetter:\"c\"}):n(t,e,{vals:e.z,containerStr:\"\",cLetter:\"c\"})}},43768:function(t,e,r){\"use strict\";var n=r(9330).gl_surface3d,i=r(9330).ndarray,a=r(9330).ndarray_linear_interpolate.d2,o=r(824),s=r(43907),l=r(71828).isArrayOrTypedArray,u=r(81697).parseColorScale,c=r(78614),f=r(21081).extractOpts;function h(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],this.contourStart=[null,null,null],this.contourEnd=[null,null,null],this.contourSize=[0,0,0],this.minValues=[1/0,1/0,1/0],this.maxValues=[-1/0,-1/0,-1/0],this.dataScaleX=1,this.dataScaleY=1,this.refineData=!0,this.objectOffset=[0,0,0]}var p=h.prototype;p.getXat=function(t,e,r,n){var i=l(this.data.x)?l(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?i:n.d2l(i,0,r)},p.getYat=function(t,e,r,n){var i=l(this.data.y)?l(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 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A=[!0,!0,!0],M=[\"x\",\"y\",\"z\"];for(e=0;e<3;++e){var S=t.contours[M[e]];A[e]=S.highlight,w.showContour[e]=S.show||S.highlight,w.showContour[e]&&(w.contourProject[e]=[S.project.x,S.project.y,S.project.z],S.show?(this.showContour[e]=!0,w.levels[e]=m[e],p.highlightColor[e]=w.contourColor[e]=c(S.color),S.usecolormap?p.highlightTint[e]=w.contourTint[e]=0:p.highlightTint[e]=w.contourTint[e]=1,w.contourWidth[e]=S.width,this.contourStart[e]=S.start,this.contourEnd[e]=S.end,this.contourSize[e]=S.size):(this.showContour[e]=!1,this.contourStart[e]=null,this.contourEnd[e]=null,this.contourSize[e]=0),S.highlight&&(w.dynamicColor[e]=c(S.highlightcolor),w.dynamicWidth[e]=S.highlightwidth))}(function(t){var e=t[0].rgb,r=t[t.length-1].rgb;return e[0]===r[0]&&e[1]===r[1]&&e[2]===r[2]&&e[3]===r[3]})(d)&&(w.vertexColor=!0),w.objectOffset=this.objectOffset,w.coords=b,p.update(w),p.visible=t.visible,p.enableDynamic=A,p.enableHighlight=A,p.snapToData=!0,\"lighting\"in 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n=r(50215),i=r(1426).extendFlat,a=r(30962).overrideAll,o=r(41940),s=r(27670).Y,l=r(12663).descriptionOnlyNumbers;(t.exports=a({domain:s({name:\"table\",trace:!0}),columnwidth:{valType:\"number\",arrayOk:!0,dflt:null},columnorder:{valType:\"data_array\"},header:{values:{valType:\"data_array\",dflt:[]},format:{valType:\"data_array\",dflt:[],description:l(\"cell value\")},prefix:{valType:\"string\",arrayOk:!0,dflt:null},suffix:{valType:\"string\",arrayOk:!0,dflt:null},height:{valType:\"number\",dflt:28},align:i({},n.align,{arrayOk:!0}),line:{width:{valType:\"number\",arrayOk:!0,dflt:1},color:{valType:\"color\",arrayOk:!0,dflt:\"grey\"}},fill:{color:{valType:\"color\",arrayOk:!0,dflt:\"white\"}},font:i({},o({arrayOk:!0}))},cells:{values:{valType:\"data_array\",dflt:[]},format:{valType:\"data_array\",dflt:[],description:l(\"cell 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L=Math.max(o(e.header.line.width),o(e.cells.line.width)),C={key:e.uid+t._context.staticPlot,translateX:g.x[0]*t._fullLayout._size.w,translateY:t._fullLayout._size.h*(1-g.y[1]),size:t._fullLayout._size,width:y,maxLineWidth:L,height:m,columnOrder:M,groupHeight:m,rowBlocks:k,headerRowBlocks:T,scrollY:0,cells:i({},e.cells,{values:r}),headerCells:i({},e.header,{values:v}),gdColumns:v.map((function(t){return t[0]})),gdColumnsOriginalOrder:v.map((function(t){return t[0]})),prevPages:[0,0],scrollbarState:{scrollbarScrollInProgress:!1},columns:v.map((function(t,e){var r=A[t];return A[t]=(r||0)+1,{key:t+\"__\"+A[t],label:t,specIndex:e,xIndex:M[e],xScale:c,x:void 0,calcdata:void 0,columnWidth:S[e]}}))};return C.columns.forEach((function(t){t.calcdata=C,t.x=c(t)})),C}},56269:function(t,e,r){\"use strict\";var n=r(1426).extendFlat;e.splitToPanels=function(t){var e=[0,0],r=n({},t,{key:\"header\",type:\"header\",page:0,prevPages:e,currentRepaint:[null,null],dragHandle:!0,values:t.calcdata.headerCells.values[t.specIndex],rowBlocks:t.calcdata.headerRowBlocks,calcdata:n({},t.calcdata,{cells:t.calcdata.headerCells})});return[n({},t,{key:\"cells1\",type:\"cells\",page:0,prevPages:e,currentRepaint:[null,null],dragHandle:!1,values:t.calcdata.cells.values[t.specIndex],rowBlocks:t.calcdata.rowBlocks}),n({},t,{key:\"cells2\",type:\"cells\",page:1,prevPages:e,currentRepaint:[null,null],dragHandle:!1,values:t.calcdata.cells.values[t.specIndex],rowBlocks:t.calcdata.rowBlocks}),r]},e.splitToCells=function(t){var e=function(t){var e=t.rowBlocks[t.page],r=e?e.rows[0].rowIndex:0;return[r,e?r+e.rows.length:0]}(t);return(t.values||[]).slice(e[0],e[1]).map((function(r,n){return{keyWithinBlock:n+(\"string\"==typeof r&&r.match(/[<$&> 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a.indexOf(t)})),s=o.length;s<n;s++)o.push(s);e(\"columnorder\",o)}(e,s),s(\"cells.values\"),s(\"cells.format\"),s(\"cells.align\"),s(\"cells.prefix\"),s(\"cells.suffix\"),s(\"cells.height\"),s(\"cells.line.width\"),s(\"cells.line.color\"),s(\"cells.fill.color\"),n.coerceFont(s,\"cells.font\",n.extendFlat({},o.font)),e._length=null}},96595:function(t,e,r){\"use strict\";t.exports={attributes:r(44464),supplyDefaults:r(39754),calc:r(76333),plot:r(36736),moduleType:\"trace\",name:\"table\",basePlotModule:r(99469),categories:[\"noOpacity\"],meta:{}}},36736:function(t,e,r){\"use strict\";var n=r(49850),i=r(39898),a=r(71828).numberFormat,o=r(28984),s=r(91424),l=r(63893),u=r(71828).raiseToTop,c=r(71828).strTranslate,f=r(71828).cancelTransition,h=r(51018),p=r(56269),d=r(7901);function v(t){return Math.ceil(t.calcdata.maxLineWidth/2)}function g(t,e){return\"clip\"+t._fullLayout._uid+\"_scrollAreaBottomClip_\"+e.key}function y(t,e){return\"clip\"+t._fullLayout._uid+\"_columnBoundaryClippath_\"+e.calcdata.key+\"_\"+e.specIndex}function m(t){return[].concat.apply([],t.map((function(t){return t}))).map((function(t){return t.__data__}))}function x(t,e,r){var a=t.selectAll(\".\"+n.cn.scrollbarKit).data(o.repeat,o.keyFun);a.enter().append(\"g\").classed(n.cn.scrollbarKit,!0).style(\"shape-rendering\",\"geometricPrecision\"),a.each((function(t){var e=t.scrollbarState;e.totalHeight=function(t){var e=t.rowBlocks;return z(e,e.length-1)+(e.length?R(e[e.length-1],1/0):1)}(t),e.scrollableAreaHeight=t.groupHeight-S(t),e.currentlyVisibleHeight=Math.min(e.totalHeight,e.scrollableAreaHeight),e.ratio=e.currentlyVisibleHeight/e.totalHeight,e.barLength=Math.max(e.ratio*e.currentlyVisibleHeight,n.goldenRatio*n.scrollbarWidth),e.barWiggleRoom=e.currentlyVisibleHeight-e.barLength,e.wiggleRoom=Math.max(0,e.totalHeight-e.scrollableAreaHeight),e.topY=0===e.barWiggleRoom?0:t.scrollY/e.wiggleRoom*e.barWiggleRoom,e.bottomY=e.topY+e.barLength,e.dragMultiplier=e.wiggleRoom/e.barWiggleRoom})).attr(\"transform\",(function(t){var e=t.width+n.scrollbarWidth/2+n.scrollbarOffset;return c(e,S(t))}));var s=a.selectAll(\".\"+n.cn.scrollbar).data(o.repeat,o.keyFun);s.enter().append(\"g\").classed(n.cn.scrollbar,!0);var l=s.selectAll(\".\"+n.cn.scrollbarSlider).data(o.repeat,o.keyFun);l.enter().append(\"g\").classed(n.cn.scrollbarSlider,!0),l.attr(\"transform\",(function(t){return c(0,t.scrollbarState.topY||0)}));var u=l.selectAll(\".\"+n.cn.scrollbarGlyph).data(o.repeat,o.keyFun);u.enter().append(\"line\").classed(n.cn.scrollbarGlyph,!0).attr(\"stroke\",\"black\").attr(\"stroke-width\",n.scrollbarWidth).attr(\"stroke-linecap\",\"round\").attr(\"y1\",n.scrollbarWidth/2),u.attr(\"y2\",(function(t){return t.scrollbarState.barLength-n.scrollbarWidth/2})).attr(\"stroke-opacity\",(function(t){return t.columnDragInProgress||!t.scrollbarState.barWiggleRoom||r?0:.4})),u.transition().delay(0).duration(0),u.transition().delay(n.scrollbarHideDelay).duration(n.scrollbarHideDuration).attr(\"stroke-opacity\",0);var f=s.selectAll(\".\"+n.cn.scrollbarCaptureZone).data(o.repeat,o.keyFun);f.enter().append(\"line\").classed(n.cn.scrollbarCaptureZone,!0).attr(\"stroke\",\"white\").attr(\"stroke-opacity\",.01).attr(\"stroke-width\",n.scrollbarCaptureWidth).attr(\"stroke-linecap\",\"butt\").attr(\"y1\",0).on(\"mousedown\",(function(r){var n=i.event.y,a=this.getBoundingClientRect(),o=r.scrollbarState,s=n-a.top,l=i.scale.linear().domain([0,o.scrollableAreaHeight]).range([0,o.totalHeight]).clamp(!0);o.topY<=s&&s<=o.bottomY||L(e,t,null,l(s-o.barLength/2))(r)})).call(i.behavior.drag().origin((function(t){return i.event.stopPropagation(),t.scrollbarState.scrollbarScrollInProgress=!0,t})).on(\"drag\",L(e,t)).on(\"dragend\",(function(){}))),f.attr(\"y2\",(function(t){return t.scrollbarState.scrollableAreaHeight})),e._context.staticPlot&&(u.remove(),f.remove())}function b(t,e,r,a){var l=function(t){var e=t.selectAll(\".\"+n.cn.columnCells).data(o.repeat,o.keyFun);return e.enter().append(\"g\").classed(n.cn.columnCells,!0),e.exit().remove(),e}(r),u=function(t){var e=t.selectAll(\".\"+n.cn.columnCell).data(p.splitToCells,(function(t){return t.keyWithinBlock}));return e.enter().append(\"g\").classed(n.cn.columnCell,!0),e.exit().remove(),e}(l);!function(t){t.each((function(t,e){var r=t.calcdata.cells.font,n=t.column.specIndex,i={size:T(r.size,n,e),color:T(r.color,n,e),family:T(r.family,n,e)};t.rowNumber=t.key,t.align=T(t.calcdata.cells.align,n,e),t.cellBorderWidth=T(t.calcdata.cells.line.width,n,e),t.font=i}))}(u);var c=function(t){var e=t.selectAll(\".\"+n.cn.cellRect).data(o.repeat,(function(t){return t.keyWithinBlock}));return e.enter().append(\"rect\").classed(n.cn.cellRect,!0),e}(u);!function(t){t.attr(\"width\",(function(t){return t.column.columnWidth})).attr(\"stroke-width\",(function(t){return t.cellBorderWidth})).each((function(t){var e=i.select(this);d.stroke(e,T(t.calcdata.cells.line.color,t.column.specIndex,t.rowNumber)),d.fill(e,T(t.calcdata.cells.fill.color,t.column.specIndex,t.rowNumber))}))}(c);var f=function(t){var e=t.selectAll(\".\"+n.cn.cellTextHolder).data(o.repeat,(function(t){return t.keyWithinBlock}));return e.enter().append(\"g\").classed(n.cn.cellTextHolder,!0).style(\"shape-rendering\",\"geometricPrecision\"),e}(u),h=function(t){var e=t.selectAll(\".\"+n.cn.cellText).data(o.repeat,(function(t){return t.keyWithinBlock}));return e.enter().append(\"text\").classed(n.cn.cellText,!0).style(\"cursor\",(function(){return\"auto\"})).on(\"mousedown\",(function(){i.event.stopPropagation()})),e}(f);!function(t){t.each((function(t){s.font(i.select(this),t.font)}))}(h),_(h,e,a,t),D(u)}function _(t,e,r,o){t.text((function(t){var e=t.column.specIndex,r=t.rowNumber,i=t.value,o=\"string\"==typeof i,s=o&&i.match(/<br>/i),l=!o||s;t.mayHaveMarkup=o&&i.match(/[<&>]/);var u,c=\"string\"==typeof(u=i)&&u.match(n.latexCheck);t.latex=c;var f,h,p=c?\"\":T(t.calcdata.cells.prefix,e,r)||\"\",d=c?\"\":T(t.calcdata.cells.suffix,e,r)||\"\",v=c?null:T(t.calcdata.cells.format,e,r)||null,g=p+(v?a(v)(t.value):t.value)+d;if(t.wrappingNeeded=!t.wrapped&&!l&&!c&&(f=w(g)),t.cellHeightMayIncrease=s||c||t.mayHaveMarkup||(void 0===f?w(g):f),t.needsConvertToTspans=t.mayHaveMarkup||t.wrappingNeeded||t.latex,t.wrappingNeeded){var y=(\" 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k(t,e,r){t.transition().ease(n.releaseTransitionEase).duration(n.releaseTransitionDuration).attr(\"transform\",c(e.x,r))}function A(t){return\"cells\"===t.type}function M(t){return\"header\"===t.type}function S(t){return(t.rowBlocks.length?t.rowBlocks[0].auxiliaryBlocks:[]).reduce((function(t,e){return t+R(e,1/0)}),0)}function E(t,e,r){var n=m(e)[0];if(void 0!==n){var i=n.rowBlocks,a=n.calcdata,o=z(i,i.length),s=n.calcdata.groupHeight-S(n),l=a.scrollY=Math.max(0,Math.min(o-s,a.scrollY)),u=function(t,e,r){for(var n=[],i=0,a=0;a<t.length;a++){for(var o=t[a],s=o.rows,l=0,u=0;u<s.length;u++)l+=s[u].rowHeight;o.allRowsHeight=l,e<i+l&&e+r>i&&n.push(a),i+=l}return n}(i,l,s);1===u.length&&(u[0]===i.length-1?u.unshift(u[0]-1):u.push(u[0]+1)),u[0]%2&&u.reverse(),e.each((function(t,e){t.page=u[e],t.scrollY=l})),e.attr(\"transform\",(function(t){var e=z(t.rowBlocks,t.page)-t.scrollY;return c(0,e)})),t&&(C(t,r,e,u,n.prevPages,n,0),C(t,r,e,u,n.prevPages,n,1),x(r,t))}}function L(t,e,r,a){return function(o){var s=o.calcdata?o.calcdata:o,l=e.filter((function(t){return s.key===t.key})),u=r||s.scrollbarState.dragMultiplier,c=s.scrollY;s.scrollY=void 0===a?s.scrollY+u*i.event.dy:a;var f=l.selectAll(\".\"+n.cn.yColumn).selectAll(\".\"+n.cn.columnBlock).filter(A);return E(t,f,l),s.scrollY===c}}function C(t,e,r,n,i,a,o){n[o]!==i[o]&&(clearTimeout(a.currentRepaint[o]),a.currentRepaint[o]=setTimeout((function(){var a=r.filter((function(t,e){return e===o&&n[e]!==i[e]}));b(t,e,a,r),i[o]=n[o]})))}function P(t,e,r,a){return function(){var o=i.select(e.parentNode);o.each((function(t){var e=t.fragments;o.selectAll(\"tspan.line\").each((function(t,r){e[r].width=this.getComputedTextLength()}));var 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r=!t._context.staticPlot,a=t._fullLayout._paper.selectAll(\".\"+n.cn.table).data(e.map((function(e){var r=o.unwrap(e).trace;return h(t,r)})),o.keyFun);a.exit().remove(),a.enter().append(\"g\").classed(n.cn.table,!0).attr(\"overflow\",\"visible\").style(\"box-sizing\",\"content-box\").style(\"position\",\"absolute\").style(\"left\",0).style(\"overflow\",\"visible\").style(\"shape-rendering\",\"crispEdges\").style(\"pointer-events\",\"all\"),a.attr(\"width\",(function(t){return t.width+t.size.l+t.size.r})).attr(\"height\",(function(t){return t.height+t.size.t+t.size.b})).attr(\"transform\",(function(t){return c(t.translateX,t.translateY)}));var l=a.selectAll(\".\"+n.cn.tableControlView).data(o.repeat,o.keyFun),d=l.enter().append(\"g\").classed(n.cn.tableControlView,!0).style(\"box-sizing\",\"content-box\");if(r){var _=\"onwheel\"in document?\"wheel\":\"mousewheel\";d.on(\"mousemove\",(function(e){l.filter((function(t){return 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c=[\"\",\"0\",\"00\",\"000\",\"0000\",\"00000\",\"000000\",\"0000000\",\"00000000\",\"000000000\",\"0000000000\",\"00000000000\",\"000000000000\",\"0000000000000\",\"00000000000000\",\"000000000000000\",\"0000000000000000\",\"00000000000000000\",\"000000000000000000\",\"0000000000000000000\",\"00000000000000000000\",\"000000000000000000000\",\"0000000000000000000000\",\"00000000000000000000000\",\"000000000000000000000000\",\"0000000000000000000000000\"],f=[0,0,25,16,12,11,10,9,8,8,7,7,7,7,6,6,6,6,6,6,6,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5],h=[0,0,33554432,43046721,16777216,48828125,60466176,40353607,16777216,43046721,1e7,19487171,35831808,62748517,7529536,11390625,16777216,24137569,34012224,47045881,64e6,4084101,5153632,6436343,7962624,9765625,11881376,14348907,17210368,20511149,243e5,28629151,33554432,39135393,45435424,52521875,60466176];function p(t,e,r){r.negative=e.negative^t.negative;var n=t.length+e.length|0;r.length=n,n=n-1|0;var i=0|t.words[0],a=0|e.words[0],o=i*a,s=67108863&o,l=o/67108864|0;r.words[0]=s;for(var u=1;u<n;u++){for(var c=l>>>26,f=67108863&l,h=Math.min(u,e.length-1),p=Math.max(0,u-t.length+1);p<=h;p++){var d=u-p|0;c+=(o=(i=0|t.words[d])*(a=0|e.words[p])+f)/67108864|0,f=67108863&o}r.words[u]=0|f,l=0|c}return 0!==l?r.words[u]=0|l:r.length--,r.strip()}a.prototype.toString=function(t,e){var r;if(e=0|e||1,16===(t=t||10)||\"hex\"===t){r=\"\";for(var i=0,a=0,o=0;o<this.length;o++){var s=this.words[o],l=(16777215&(s<<i|a)).toString(16);r=0!=(a=s>>>24-i&16777215)||o!==this.length-1?c[6-l.length]+l+r:l+r,(i+=2)>=26&&(i-=26,o--)}for(0!==a&&(r=a.toString(16)+r);r.length%e!=0;)r=\"0\"+r;return 0!==this.negative&&(r=\"-\"+r),r}if(t===(0|t)&&t>=2&&t<=36){var u=f[t],p=h[t];r=\"\";var d=this.clone();for(d.negative=0;!d.isZero();){var v=d.modn(p).toString(t);r=(d=d.idivn(p)).isZero()?v+r:c[u-v.length]+v+r}for(this.isZero()&&(r=\"0\"+r);r.length%e!=0;)r=\"0\"+r;return 0!==this.negative&&(r=\"-\"+r),r}n(!1,\"Base 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32-Math.clz32(t)}:a.prototype._countBits=function(t){var e=t,r=0;return e>=4096&&(r+=13,e>>>=13),e>=64&&(r+=7,e>>>=7),e>=8&&(r+=4,e>>>=4),e>=2&&(r+=2,e>>>=2),r+e},a.prototype._zeroBits=function(t){if(0===t)return 26;var e=t,r=0;return 0==(8191&e)&&(r+=13,e>>>=13),0==(127&e)&&(r+=7,e>>>=7),0==(15&e)&&(r+=4,e>>>=4),0==(3&e)&&(r+=2,e>>>=2),0==(1&e)&&r++,r},a.prototype.bitLength=function(){var t=this.words[this.length-1],e=this._countBits(t);return 26*(this.length-1)+e},a.prototype.zeroBits=function(){if(this.isZero())return 0;for(var t=0,e=0;e<this.length;e++){var r=this._zeroBits(this.words[e]);if(t+=r,26!==r)break}return t},a.prototype.byteLength=function(){return Math.ceil(this.bitLength()/8)},a.prototype.toTwos=function(t){return 0!==this.negative?this.abs().inotn(t).iaddn(1):this.clone()},a.prototype.fromTwos=function(t){return this.testn(t-1)?this.notn(t).iaddn(1).ineg():this.clone()},a.prototype.isNeg=function(){return 0!==this.negative},a.prototype.neg=function(){return this.clone().ineg()},a.prototype.ineg=function(){return this.isZero()||(this.negative^=1),this},a.prototype.iuor=function(t){for(;this.length<t.length;)this.words[this.length++]=0;for(var e=0;e<t.length;e++)this.words[e]=this.words[e]|t.words[e];return this.strip()},a.prototype.ior=function(t){return n(0==(this.negative|t.negative)),this.iuor(t)},a.prototype.or=function(t){return this.length>t.length?this.clone().ior(t):t.clone().ior(this)},a.prototype.uor=function(t){return this.length>t.length?this.clone().iuor(t):t.clone().iuor(this)},a.prototype.iuand=function(t){var e;e=this.length>t.length?t:this;for(var r=0;r<e.length;r++)this.words[r]=this.words[r]&t.words[r];return this.length=e.length,this.strip()},a.prototype.iand=function(t){return n(0==(this.negative|t.negative)),this.iuand(t)},a.prototype.and=function(t){return this.length>t.length?this.clone().iand(t):t.clone().iand(this)},a.prototype.uand=function(t){return this.length>t.length?this.clone().iuand(t):t.clone().iuand(this)},a.prototype.iuxor=function(t){var e,r;this.length>t.length?(e=this,r=t):(e=t,r=this);for(var n=0;n<r.length;n++)this.words[n]=e.words[n]^r.words[n];if(this!==e)for(;n<e.length;n++)this.words[n]=e.words[n];return this.length=e.length,this.strip()},a.prototype.ixor=function(t){return n(0==(this.negative|t.negative)),this.iuxor(t)},a.prototype.xor=function(t){return this.length>t.length?this.clone().ixor(t):t.clone().ixor(this)},a.prototype.uxor=function(t){return this.length>t.length?this.clone().iuxor(t):t.clone().iuxor(this)},a.prototype.inotn=function(t){n(\"number\"==typeof t&&t>=0);var e=0|Math.ceil(t/26),r=t%26;this._expand(e),r>0&&e--;for(var i=0;i<e;i++)this.words[i]=67108863&~this.words[i];return r>0&&(this.words[i]=~this.words[i]&67108863>>26-r),this.strip()},a.prototype.notn=function(t){return this.clone().inotn(t)},a.prototype.setn=function(t,e){n(\"number\"==typeof t&&t>=0);var r=t/26|0,i=t%26;return this._expand(r+1),this.words[r]=e?this.words[r]|1<<i:this.words[r]&~(1<<i),this.strip()},a.prototype.iadd=function(t){var e,r,n;if(0!==this.negative&&0===t.negative)return this.negative=0,e=this.isub(t),this.negative^=1,this._normSign();if(0===this.negative&&0!==t.negative)return t.negative=0,e=this.isub(t),t.negative=1,e._normSign();this.length>t.length?(r=this,n=t):(r=t,n=this);for(var i=0,a=0;a<n.length;a++)e=(0|r.words[a])+(0|n.words[a])+i,this.words[a]=67108863&e,i=e>>>26;for(;0!==i&&a<r.length;a++)e=(0|r.words[a])+i,this.words[a]=67108863&e,i=e>>>26;if(this.length=r.length,0!==i)this.words[this.length]=i,this.length++;else if(r!==this)for(;a<r.length;a++)this.words[a]=r.words[a];return this},a.prototype.add=function(t){var e;return 0!==t.negative&&0===this.negative?(t.negative=0,e=this.sub(t),t.negative^=1,e):0===t.negative&&0!==this.negative?(this.negative=0,e=t.sub(this),this.negative=1,e):this.length>t.length?this.clone().iadd(t):t.clone().iadd(this)},a.prototype.isub=function(t){if(0!==t.negative){t.negative=0;var e=this.iadd(t);return t.negative=1,e._normSign()}if(0!==this.negative)return this.negative=0,this.iadd(t),this.negative=1,this._normSign();var r,n,i=this.cmp(t);if(0===i)return this.negative=0,this.length=1,this.words[0]=0,this;i>0?(r=this,n=t):(r=t,n=this);for(var a=0,o=0;o<n.length;o++)a=(e=(0|r.words[o])-(0|n.words[o])+a)>>26,this.words[o]=67108863&e;for(;0!==a&&o<r.length;o++)a=(e=(0|r.words[o])+a)>>26,this.words[o]=67108863&e;if(0===a&&o<r.length&&r!==this)for(;o<r.length;o++)this.words[o]=r.words[o];return this.length=Math.max(this.length,o),r!==this&&(this.negative=1),this.strip()},a.prototype.sub=function(t){return this.clone().isub(t)};var d=function(t,e,r){var n,i,a,o=t.words,s=e.words,l=r.words,u=0,c=0|o[0],f=8191&c,h=c>>>13,p=0|o[1],d=8191&p,v=p>>>13,g=0|o[2],y=8191&g,m=g>>>13,x=0|o[3],b=8191&x,_=x>>>13,w=0|o[4],T=8191&w,k=w>>>13,A=0|o[5],M=8191&A,S=A>>>13,E=0|o[6],L=8191&E,C=E>>>13,P=0|o[7],O=8191&P,I=P>>>13,D=0|o[8],z=8191&D,R=D>>>13,F=0|o[9],B=8191&F,N=F>>>13,j=0|s[0],U=8191&j,V=j>>>13,H=0|s[1],q=8191&H,G=H>>>13,Z=0|s[2],Y=8191&Z,W=Z>>>13,X=0|s[3],J=8191&X,K=X>>>13,$=0|s[4],Q=8191&$,tt=$>>>13,et=0|s[5],rt=8191&et,nt=et>>>13,it=0|s[6],at=8191&it,ot=it>>>13,st=0|s[7],lt=8191&st,ut=st>>>13,ct=0|s[8],ft=8191&ct,ht=ct>>>13,pt=0|s[9],dt=8191&pt,vt=pt>>>13;r.negative=t.negative^e.negative,r.length=19;var gt=(u+(n=Math.imul(f,U))|0)+((8191&(i=(i=Math.imul(f,V))+Math.imul(h,U)|0))<<13)|0;u=((a=Math.imul(h,V))+(i>>>13)|0)+(gt>>>26)|0,gt&=67108863,n=Math.imul(d,U),i=(i=Math.imul(d,V))+Math.imul(v,U)|0,a=Math.imul(v,V);var yt=(u+(n=n+Math.imul(f,q)|0)|0)+((8191&(i=(i=i+Math.imul(f,G)|0)+Math.imul(h,q)|0))<<13)|0;u=((a=a+Math.imul(h,G)|0)+(i>>>13)|0)+(yt>>>26)|0,yt&=67108863,n=Math.imul(y,U),i=(i=Math.imul(y,V))+Math.imul(m,U)|0,a=Math.imul(m,V),n=n+Math.imul(d,q)|0,i=(i=i+Math.imul(d,G)|0)+Math.imul(v,q)|0,a=a+Math.imul(v,G)|0;var mt=(u+(n=n+Math.imul(f,Y)|0)|0)+((8191&(i=(i=i+Math.imul(f,W)|0)+Math.imul(h,Y)|0))<<13)|0;u=((a=a+Math.imul(h,W)|0)+(i>>>13)|0)+(mt>>>26)|0,mt&=67108863,n=Math.imul(b,U),i=(i=Math.imul(b,V))+Math.imul(_,U)|0,a=Math.imul(_,V),n=n+Math.imul(y,q)|0,i=(i=i+Math.imul(y,G)|0)+Math.imul(m,q)|0,a=a+Math.imul(m,G)|0,n=n+Math.imul(d,Y)|0,i=(i=i+Math.imul(d,W)|0)+Math.imul(v,Y)|0,a=a+Math.imul(v,W)|0;var xt=(u+(n=n+Math.imul(f,J)|0)|0)+((8191&(i=(i=i+Math.imul(f,K)|0)+Math.imul(h,J)|0))<<13)|0;u=((a=a+Math.imul(h,K)|0)+(i>>>13)|0)+(xt>>>26)|0,xt&=67108863,n=Math.imul(T,U),i=(i=Math.imul(T,V))+Math.imul(k,U)|0,a=Math.imul(k,V),n=n+Math.imul(b,q)|0,i=(i=i+Math.imul(b,G)|0)+Math.imul(_,q)|0,a=a+Math.imul(_,G)|0,n=n+Math.imul(y,Y)|0,i=(i=i+Math.imul(y,W)|0)+Math.imul(m,Y)|0,a=a+Math.imul(m,W)|0,n=n+Math.imul(d,J)|0,i=(i=i+Math.imul(d,K)|0)+Math.imul(v,J)|0,a=a+Math.imul(v,K)|0;var bt=(u+(n=n+Math.imul(f,Q)|0)|0)+((8191&(i=(i=i+Math.imul(f,tt)|0)+Math.imul(h,Q)|0))<<13)|0;u=((a=a+Math.imul(h,tt)|0)+(i>>>13)|0)+(bt>>>26)|0,bt&=67108863,n=Math.imul(M,U),i=(i=Math.imul(M,V))+Math.imul(S,U)|0,a=Math.imul(S,V),n=n+Math.imul(T,q)|0,i=(i=i+Math.imul(T,G)|0)+Math.imul(k,q)|0,a=a+Math.imul(k,G)|0,n=n+Math.imul(b,Y)|0,i=(i=i+Math.imul(b,W)|0)+Math.imul(_,Y)|0,a=a+Math.imul(_,W)|0,n=n+Math.imul(y,J)|0,i=(i=i+Math.imul(y,K)|0)+Math.imul(m,J)|0,a=a+Math.imul(m,K)|0,n=n+Math.imul(d,Q)|0,i=(i=i+Math.imul(d,tt)|0)+Math.imul(v,Q)|0,a=a+Math.imul(v,tt)|0;var _t=(u+(n=n+Math.imul(f,rt)|0)|0)+((8191&(i=(i=i+Math.imul(f,nt)|0)+Math.imul(h,rt)|0))<<13)|0;u=((a=a+Math.imul(h,nt)|0)+(i>>>13)|0)+(_t>>>26)|0,_t&=67108863,n=Math.imul(L,U),i=(i=Math.imul(L,V))+Math.imul(C,U)|0,a=Math.imul(C,V),n=n+Math.imul(M,q)|0,i=(i=i+Math.imul(M,G)|0)+Math.imul(S,q)|0,a=a+Math.imul(S,G)|0,n=n+Math.imul(T,Y)|0,i=(i=i+Math.imul(T,W)|0)+Math.imul(k,Y)|0,a=a+Math.imul(k,W)|0,n=n+Math.imul(b,J)|0,i=(i=i+Math.imul(b,K)|0)+Math.imul(_,J)|0,a=a+Math.imul(_,K)|0,n=n+Math.imul(y,Q)|0,i=(i=i+Math.imul(y,tt)|0)+Math.imul(m,Q)|0,a=a+Math.imul(m,tt)|0,n=n+Math.imul(d,rt)|0,i=(i=i+Math.imul(d,nt)|0)+Math.imul(v,rt)|0,a=a+Math.imul(v,nt)|0;var wt=(u+(n=n+Math.imul(f,at)|0)|0)+((8191&(i=(i=i+Math.imul(f,ot)|0)+Math.imul(h,at)|0))<<13)|0;u=((a=a+Math.imul(h,ot)|0)+(i>>>13)|0)+(wt>>>26)|0,wt&=67108863,n=Math.imul(O,U),i=(i=Math.imul(O,V))+Math.imul(I,U)|0,a=Math.imul(I,V),n=n+Math.imul(L,q)|0,i=(i=i+Math.imul(L,G)|0)+Math.imul(C,q)|0,a=a+Math.imul(C,G)|0,n=n+Math.imul(M,Y)|0,i=(i=i+Math.imul(M,W)|0)+Math.imul(S,Y)|0,a=a+Math.imul(S,W)|0,n=n+Math.imul(T,J)|0,i=(i=i+Math.imul(T,K)|0)+Math.imul(k,J)|0,a=a+Math.imul(k,K)|0,n=n+Math.imul(b,Q)|0,i=(i=i+Math.imul(b,tt)|0)+Math.imul(_,Q)|0,a=a+Math.imul(_,tt)|0,n=n+Math.imul(y,rt)|0,i=(i=i+Math.imul(y,nt)|0)+Math.imul(m,rt)|0,a=a+Math.imul(m,nt)|0,n=n+Math.imul(d,at)|0,i=(i=i+Math.imul(d,ot)|0)+Math.imul(v,at)|0,a=a+Math.imul(v,ot)|0;var Tt=(u+(n=n+Math.imul(f,lt)|0)|0)+((8191&(i=(i=i+Math.imul(f,ut)|0)+Math.imul(h,lt)|0))<<13)|0;u=((a=a+Math.imul(h,ut)|0)+(i>>>13)|0)+(Tt>>>26)|0,Tt&=67108863,n=Math.imul(z,U),i=(i=Math.imul(z,V))+Math.imul(R,U)|0,a=Math.imul(R,V),n=n+Math.imul(O,q)|0,i=(i=i+Math.imul(O,G)|0)+Math.imul(I,q)|0,a=a+Math.imul(I,G)|0,n=n+Math.imul(L,Y)|0,i=(i=i+Math.imul(L,W)|0)+Math.imul(C,Y)|0,a=a+Math.imul(C,W)|0,n=n+Math.imul(M,J)|0,i=(i=i+Math.imul(M,K)|0)+Math.imul(S,J)|0,a=a+Math.imul(S,K)|0,n=n+Math.imul(T,Q)|0,i=(i=i+Math.imul(T,tt)|0)+Math.imul(k,Q)|0,a=a+Math.imul(k,tt)|0,n=n+Math.imul(b,rt)|0,i=(i=i+Math.imul(b,nt)|0)+Math.imul(_,rt)|0,a=a+Math.imul(_,nt)|0,n=n+Math.imul(y,at)|0,i=(i=i+Math.imul(y,ot)|0)+Math.imul(m,at)|0,a=a+Math.imul(m,ot)|0,n=n+Math.imul(d,lt)|0,i=(i=i+Math.imul(d,ut)|0)+Math.imul(v,lt)|0,a=a+Math.imul(v,ut)|0;var kt=(u+(n=n+Math.imul(f,ft)|0)|0)+((8191&(i=(i=i+Math.imul(f,ht)|0)+Math.imul(h,ft)|0))<<13)|0;u=((a=a+Math.imul(h,ht)|0)+(i>>>13)|0)+(kt>>>26)|0,kt&=67108863,n=Math.imul(B,U),i=(i=Math.imul(B,V))+Math.imul(N,U)|0,a=Math.imul(N,V),n=n+Math.imul(z,q)|0,i=(i=i+Math.imul(z,G)|0)+Math.imul(R,q)|0,a=a+Math.imul(R,G)|0,n=n+Math.imul(O,Y)|0,i=(i=i+Math.imul(O,W)|0)+Math.imul(I,Y)|0,a=a+Math.imul(I,W)|0,n=n+Math.imul(L,J)|0,i=(i=i+Math.imul(L,K)|0)+Math.imul(C,J)|0,a=a+Math.imul(C,K)|0,n=n+Math.imul(M,Q)|0,i=(i=i+Math.imul(M,tt)|0)+Math.imul(S,Q)|0,a=a+Math.imul(S,tt)|0,n=n+Math.imul(T,rt)|0,i=(i=i+Math.imul(T,nt)|0)+Math.imul(k,rt)|0,a=a+Math.imul(k,nt)|0,n=n+Math.imul(b,at)|0,i=(i=i+Math.imul(b,ot)|0)+Math.imul(_,at)|0,a=a+Math.imul(_,ot)|0,n=n+Math.imul(y,lt)|0,i=(i=i+Math.imul(y,ut)|0)+Math.imul(m,lt)|0,a=a+Math.imul(m,ut)|0,n=n+Math.imul(d,ft)|0,i=(i=i+Math.imul(d,ht)|0)+Math.imul(v,ft)|0,a=a+Math.imul(v,ht)|0;var At=(u+(n=n+Math.imul(f,dt)|0)|0)+((8191&(i=(i=i+Math.imul(f,vt)|0)+Math.imul(h,dt)|0))<<13)|0;u=((a=a+Math.imul(h,vt)|0)+(i>>>13)|0)+(At>>>26)|0,At&=67108863,n=Math.imul(B,q),i=(i=Math.imul(B,G))+Math.imul(N,q)|0,a=Math.imul(N,G),n=n+Math.imul(z,Y)|0,i=(i=i+Math.imul(z,W)|0)+Math.imul(R,Y)|0,a=a+Math.imul(R,W)|0,n=n+Math.imul(O,J)|0,i=(i=i+Math.imul(O,K)|0)+Math.imul(I,J)|0,a=a+Math.imul(I,K)|0,n=n+Math.imul(L,Q)|0,i=(i=i+Math.imul(L,tt)|0)+Math.imul(C,Q)|0,a=a+Math.imul(C,tt)|0,n=n+Math.imul(M,rt)|0,i=(i=i+Math.imul(M,nt)|0)+Math.imul(S,rt)|0,a=a+Math.imul(S,nt)|0,n=n+Math.imul(T,at)|0,i=(i=i+Math.imul(T,ot)|0)+Math.imul(k,at)|0,a=a+Math.imul(k,ot)|0,n=n+Math.imul(b,lt)|0,i=(i=i+Math.imul(b,ut)|0)+Math.imul(_,lt)|0,a=a+Math.imul(_,ut)|0,n=n+Math.imul(y,ft)|0,i=(i=i+Math.imul(y,ht)|0)+Math.imul(m,ft)|0,a=a+Math.imul(m,ht)|0;var Mt=(u+(n=n+Math.imul(d,dt)|0)|0)+((8191&(i=(i=i+Math.imul(d,vt)|0)+Math.imul(v,dt)|0))<<13)|0;u=((a=a+Math.imul(v,vt)|0)+(i>>>13)|0)+(Mt>>>26)|0,Mt&=67108863,n=Math.imul(B,Y),i=(i=Math.imul(B,W))+Math.imul(N,Y)|0,a=Math.imul(N,W),n=n+Math.imul(z,J)|0,i=(i=i+Math.imul(z,K)|0)+Math.imul(R,J)|0,a=a+Math.imul(R,K)|0,n=n+Math.imul(O,Q)|0,i=(i=i+Math.imul(O,tt)|0)+Math.imul(I,Q)|0,a=a+Math.imul(I,tt)|0,n=n+Math.imul(L,rt)|0,i=(i=i+Math.imul(L,nt)|0)+Math.imul(C,rt)|0,a=a+Math.imul(C,nt)|0,n=n+Math.imul(M,at)|0,i=(i=i+Math.imul(M,ot)|0)+Math.imul(S,at)|0,a=a+Math.imul(S,ot)|0,n=n+Math.imul(T,lt)|0,i=(i=i+Math.imul(T,ut)|0)+Math.imul(k,lt)|0,a=a+Math.imul(k,ut)|0,n=n+Math.imul(b,ft)|0,i=(i=i+Math.imul(b,ht)|0)+Math.imul(_,ft)|0,a=a+Math.imul(_,ht)|0;var St=(u+(n=n+Math.imul(y,dt)|0)|0)+((8191&(i=(i=i+Math.imul(y,vt)|0)+Math.imul(m,dt)|0))<<13)|0;u=((a=a+Math.imul(m,vt)|0)+(i>>>13)|0)+(St>>>26)|0,St&=67108863,n=Math.imul(B,J),i=(i=Math.imul(B,K))+Math.imul(N,J)|0,a=Math.imul(N,K),n=n+Math.imul(z,Q)|0,i=(i=i+Math.imul(z,tt)|0)+Math.imul(R,Q)|0,a=a+Math.imul(R,tt)|0,n=n+Math.imul(O,rt)|0,i=(i=i+Math.imul(O,nt)|0)+Math.imul(I,rt)|0,a=a+Math.imul(I,nt)|0,n=n+Math.imul(L,at)|0,i=(i=i+Math.imul(L,ot)|0)+Math.imul(C,at)|0,a=a+Math.imul(C,ot)|0,n=n+Math.imul(M,lt)|0,i=(i=i+Math.imul(M,ut)|0)+Math.imul(S,lt)|0,a=a+Math.imul(S,ut)|0,n=n+Math.imul(T,ft)|0,i=(i=i+Math.imul(T,ht)|0)+Math.imul(k,ft)|0,a=a+Math.imul(k,ht)|0;var Et=(u+(n=n+Math.imul(b,dt)|0)|0)+((8191&(i=(i=i+Math.imul(b,vt)|0)+Math.imul(_,dt)|0))<<13)|0;u=((a=a+Math.imul(_,vt)|0)+(i>>>13)|0)+(Et>>>26)|0,Et&=67108863,n=Math.imul(B,Q),i=(i=Math.imul(B,tt))+Math.imul(N,Q)|0,a=Math.imul(N,tt),n=n+Math.imul(z,rt)|0,i=(i=i+Math.imul(z,nt)|0)+Math.imul(R,rt)|0,a=a+Math.imul(R,nt)|0,n=n+Math.imul(O,at)|0,i=(i=i+Math.imul(O,ot)|0)+Math.imul(I,at)|0,a=a+Math.imul(I,ot)|0,n=n+Math.imul(L,lt)|0,i=(i=i+Math.imul(L,ut)|0)+Math.imul(C,lt)|0,a=a+Math.imul(C,ut)|0,n=n+Math.imul(M,ft)|0,i=(i=i+Math.imul(M,ht)|0)+Math.imul(S,ft)|0,a=a+Math.imul(S,ht)|0;var Lt=(u+(n=n+Math.imul(T,dt)|0)|0)+((8191&(i=(i=i+Math.imul(T,vt)|0)+Math.imul(k,dt)|0))<<13)|0;u=((a=a+Math.imul(k,vt)|0)+(i>>>13)|0)+(Lt>>>26)|0,Lt&=67108863,n=Math.imul(B,rt),i=(i=Math.imul(B,nt))+Math.imul(N,rt)|0,a=Math.imul(N,nt),n=n+Math.imul(z,at)|0,i=(i=i+Math.imul(z,ot)|0)+Math.imul(R,at)|0,a=a+Math.imul(R,ot)|0,n=n+Math.imul(O,lt)|0,i=(i=i+Math.imul(O,ut)|0)+Math.imul(I,lt)|0,a=a+Math.imul(I,ut)|0,n=n+Math.imul(L,ft)|0,i=(i=i+Math.imul(L,ht)|0)+Math.imul(C,ft)|0,a=a+Math.imul(C,ht)|0;var Ct=(u+(n=n+Math.imul(M,dt)|0)|0)+((8191&(i=(i=i+Math.imul(M,vt)|0)+Math.imul(S,dt)|0))<<13)|0;u=((a=a+Math.imul(S,vt)|0)+(i>>>13)|0)+(Ct>>>26)|0,Ct&=67108863,n=Math.imul(B,at),i=(i=Math.imul(B,ot))+Math.imul(N,at)|0,a=Math.imul(N,ot),n=n+Math.imul(z,lt)|0,i=(i=i+Math.imul(z,ut)|0)+Math.imul(R,lt)|0,a=a+Math.imul(R,ut)|0,n=n+Math.imul(O,ft)|0,i=(i=i+Math.imul(O,ht)|0)+Math.imul(I,ft)|0,a=a+Math.imul(I,ht)|0;var Pt=(u+(n=n+Math.imul(L,dt)|0)|0)+((8191&(i=(i=i+Math.imul(L,vt)|0)+Math.imul(C,dt)|0))<<13)|0;u=((a=a+Math.imul(C,vt)|0)+(i>>>13)|0)+(Pt>>>26)|0,Pt&=67108863,n=Math.imul(B,lt),i=(i=Math.imul(B,ut))+Math.imul(N,lt)|0,a=Math.imul(N,ut),n=n+Math.imul(z,ft)|0,i=(i=i+Math.imul(z,ht)|0)+Math.imul(R,ft)|0,a=a+Math.imul(R,ht)|0;var Ot=(u+(n=n+Math.imul(O,dt)|0)|0)+((8191&(i=(i=i+Math.imul(O,vt)|0)+Math.imul(I,dt)|0))<<13)|0;u=((a=a+Math.imul(I,vt)|0)+(i>>>13)|0)+(Ot>>>26)|0,Ot&=67108863,n=Math.imul(B,ft),i=(i=Math.imul(B,ht))+Math.imul(N,ft)|0,a=Math.imul(N,ht);var It=(u+(n=n+Math.imul(z,dt)|0)|0)+((8191&(i=(i=i+Math.imul(z,vt)|0)+Math.imul(R,dt)|0))<<13)|0;u=((a=a+Math.imul(R,vt)|0)+(i>>>13)|0)+(It>>>26)|0,It&=67108863;var Dt=(u+(n=Math.imul(B,dt))|0)+((8191&(i=(i=Math.imul(B,vt))+Math.imul(N,dt)|0))<<13)|0;return u=((a=Math.imul(N,vt))+(i>>>13)|0)+(Dt>>>26)|0,Dt&=67108863,l[0]=gt,l[1]=yt,l[2]=mt,l[3]=xt,l[4]=bt,l[5]=_t,l[6]=wt,l[7]=Tt,l[8]=kt,l[9]=At,l[10]=Mt,l[11]=St,l[12]=Et,l[13]=Lt,l[14]=Ct,l[15]=Pt,l[16]=Ot,l[17]=It,l[18]=Dt,0!==u&&(l[19]=u,r.length++),r};function v(t,e,r){return(new g).mulp(t,e,r)}function g(t,e){this.x=t,this.y=e}Math.imul||(d=p),a.prototype.mulTo=function(t,e){var r,n=this.length+t.length;return r=10===this.length&&10===t.length?d(this,t,e):n<63?p(this,t,e):n<1024?function(t,e,r){r.negative=e.negative^t.negative,r.length=t.length+e.length;for(var n=0,i=0,a=0;a<r.length-1;a++){var o=i;i=0;for(var s=67108863&n,l=Math.min(a,e.length-1),u=Math.max(0,a-t.length+1);u<=l;u++){var c=a-u,f=(0|t.words[c])*(0|e.words[u]),h=67108863&f;s=67108863&(h=h+s|0),i+=(o=(o=o+(f/67108864|0)|0)+(h>>>26)|0)>>>26,o&=67108863}r.words[a]=s,n=o,o=i}return 0!==n?r.words[a]=n:r.length--,r.strip()}(this,t,e):v(this,t,e),r},g.prototype.makeRBT=function(t){for(var e=new Array(t),r=a.prototype._countBits(t)-1,n=0;n<t;n++)e[n]=this.revBin(n,r,t);return e},g.prototype.revBin=function(t,e,r){if(0===t||t===r-1)return t;for(var n=0,i=0;i<e;i++)n|=(1&t)<<e-i-1,t>>=1;return n},g.prototype.permute=function(t,e,r,n,i,a){for(var o=0;o<a;o++)n[o]=e[t[o]],i[o]=r[t[o]]},g.prototype.transform=function(t,e,r,n,i,a){this.permute(a,t,e,r,n,i);for(var o=1;o<i;o<<=1)for(var s=o<<1,l=Math.cos(2*Math.PI/s),u=Math.sin(2*Math.PI/s),c=0;c<i;c+=s)for(var f=l,h=u,p=0;p<o;p++){var d=r[c+p],v=n[c+p],g=r[c+p+o],y=n[c+p+o],m=f*g-h*y;y=f*y+h*g,g=m,r[c+p]=d+g,n[c+p]=v+y,r[c+p+o]=d-g,n[c+p+o]=v-y,p!==s&&(m=l*f-u*h,h=l*h+u*f,f=m)}},g.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&r,i=0;for(r=r/2|0;r;r>>>=1)i++;return 1<<i+1+n},g.prototype.conjugate=function(t,e,r){if(!(r<=1))for(var n=0;n<r/2;n++){var i=t[n];t[n]=t[r-n-1],t[r-n-1]=i,i=e[n],e[n]=-e[r-n-1],e[r-n-1]=-i}},g.prototype.normalize13b=function(t,e){for(var r=0,n=0;n<e/2;n++){var i=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&i,r=i<67108864?0:i/67108864|0}return t},g.prototype.convert13b=function(t,e,r,i){for(var a=0,o=0;o<e;o++)a+=0|t[o],r[2*o]=8191&a,a>>>=13,r[2*o+1]=8191&a,a>>>=13;for(o=2*e;o<i;++o)r[o]=0;n(0===a),n(0==(-8192&a))},g.prototype.stub=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=0;return e},g.prototype.mulp=function(t,e,r){var n=2*this.guessLen13b(t.length,e.length),i=this.makeRBT(n),a=this.stub(n),o=new Array(n),s=new Array(n),l=new Array(n),u=new Array(n),c=new Array(n),f=new Array(n),h=r.words;h.length=n,this.convert13b(t.words,t.length,o,n),this.convert13b(e.words,e.length,u,n),this.transform(o,a,s,l,n,i),this.transform(u,a,c,f,n,i);for(var p=0;p<n;p++){var d=s[p]*c[p]-l[p]*f[p];l[p]=s[p]*f[p]+l[p]*c[p],s[p]=d}return this.conjugate(s,l,n),this.transform(s,l,h,a,n,i),this.conjugate(h,a,n),this.normalize13b(h,n),r.negative=t.negative^e.negative,r.length=t.length+e.length,r.strip()},a.prototype.mul=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),this.mulTo(t,e)},a.prototype.mulf=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),v(this,t,e)},a.prototype.imul=function(t){return this.clone().mulTo(t,this)},a.prototype.imuln=function(t){n(\"number\"==typeof t),n(t<67108864);for(var e=0,r=0;r<this.length;r++){var i=(0|this.words[r])*t,a=(67108863&i)+(67108863&e);e>>=26,e+=i/67108864|0,e+=a>>>26,this.words[r]=67108863&a}return 0!==e&&(this.words[r]=e,this.length++),this},a.prototype.muln=function(t){return this.clone().imuln(t)},a.prototype.sqr=function(){return this.mul(this)},a.prototype.isqr=function(){return this.imul(this.clone())},a.prototype.pow=function(t){var e=function(t){for(var e=new Array(t.bitLength()),r=0;r<e.length;r++){var n=r/26|0,i=r%26;e[r]=(t.words[n]&1<<i)>>>i}return e}(t);if(0===e.length)return new a(1);for(var r=this,n=0;n<e.length&&0===e[n];n++,r=r.sqr());if(++n<e.length)for(var i=r.sqr();n<e.length;n++,i=i.sqr())0!==e[n]&&(r=r.mul(i));return r},a.prototype.iushln=function(t){n(\"number\"==typeof t&&t>=0);var e,r=t%26,i=(t-r)/26,a=67108863>>>26-r<<26-r;if(0!==r){var o=0;for(e=0;e<this.length;e++){var s=this.words[e]&a,l=(0|this.words[e])-s<<r;this.words[e]=l|o,o=s>>>26-r}o&&(this.words[e]=o,this.length++)}if(0!==i){for(e=this.length-1;e>=0;e--)this.words[e+i]=this.words[e];for(e=0;e<i;e++)this.words[e]=0;this.length+=i}return this.strip()},a.prototype.ishln=function(t){return n(0===this.negative),this.iushln(t)},a.prototype.iushrn=function(t,e,r){var i;n(\"number\"==typeof t&&t>=0),i=e?(e-e%26)/26:0;var a=t%26,o=Math.min((t-a)/26,this.length),s=67108863^67108863>>>a<<a,l=r;if(i-=o,i=Math.max(0,i),l){for(var u=0;u<o;u++)l.words[u]=this.words[u];l.length=o}if(0===o);else if(this.length>o)for(this.length-=o,u=0;u<this.length;u++)this.words[u]=this.words[u+o];else this.words[0]=0,this.length=1;var c=0;for(u=this.length-1;u>=0&&(0!==c||u>=i);u--){var f=0|this.words[u];this.words[u]=c<<26-a|f>>>a,c=f&s}return l&&0!==c&&(l.words[l.length++]=c),0===this.length&&(this.words[0]=0,this.length=1),this.strip()},a.prototype.ishrn=function(t,e,r){return n(0===this.negative),this.iushrn(t,e,r)},a.prototype.shln=function(t){return this.clone().ishln(t)},a.prototype.ushln=function(t){return this.clone().iushln(t)},a.prototype.shrn=function(t){return this.clone().ishrn(t)},a.prototype.ushrn=function(t){return this.clone().iushrn(t)},a.prototype.testn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26,i=1<<e;return!(this.length<=r||!(this.words[r]&i))},a.prototype.imaskn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,\"imaskn works only with positive numbers\"),this.length<=r)return this;if(0!==e&&r++,this.length=Math.min(r,this.length),0!==e){var i=67108863^67108863>>>e<<e;this.words[this.length-1]&=i}return this.strip()},a.prototype.maskn=function(t){return this.clone().imaskn(t)},a.prototype.iaddn=function(t){return n(\"number\"==typeof t),n(t<67108864),t<0?this.isubn(-t):0!==this.negative?1===this.length&&(0|this.words[0])<t?(this.words[0]=t-(0|this.words[0]),this.negative=0,this):(this.negative=0,this.isubn(t),this.negative=1,this):this._iaddn(t)},a.prototype._iaddn=function(t){this.words[0]+=t;for(var e=0;e<this.length&&this.words[e]>=67108864;e++)this.words[e]-=67108864,e===this.length-1?this.words[e+1]=1:this.words[e+1]++;return this.length=Math.max(this.length,e+1),this},a.prototype.isubn=function(t){if(n(\"number\"==typeof t),n(t<67108864),t<0)return this.iaddn(-t);if(0!==this.negative)return this.negative=0,this.iaddn(t),this.negative=1,this;if(this.words[0]-=t,1===this.length&&this.words[0]<0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e<this.length&&this.words[e]<0;e++)this.words[e]+=67108864,this.words[e+1]-=1;return this.strip()},a.prototype.addn=function(t){return this.clone().iaddn(t)},a.prototype.subn=function(t){return this.clone().isubn(t)},a.prototype.iabs=function(){return this.negative=0,this},a.prototype.abs=function(){return this.clone().iabs()},a.prototype._ishlnsubmul=function(t,e,r){var i,a,o=t.length+r;this._expand(o);var s=0;for(i=0;i<t.length;i++){a=(0|this.words[i+r])+s;var l=(0|t.words[i])*e;s=((a-=67108863&l)>>26)-(l/67108864|0),this.words[i+r]=67108863&a}for(;i<this.length-r;i++)s=(a=(0|this.words[i+r])+s)>>26,this.words[i+r]=67108863&a;if(0===s)return this.strip();for(n(-1===s),s=0,i=0;i<this.length;i++)s=(a=-(0|this.words[i])+s)>>26,this.words[i]=67108863&a;return this.negative=1,this.strip()},a.prototype._wordDiv=function(t,e){var r=(this.length,t.length),n=this.clone(),i=t,o=0|i.words[i.length-1];0!=(r=26-this._countBits(o))&&(i=i.ushln(r),n.iushln(r),o=0|i.words[i.length-1]);var s,l=n.length-i.length;if(\"mod\"!==e){(s=new a(null)).length=l+1,s.words=new Array(s.length);for(var u=0;u<s.length;u++)s.words[u]=0}var c=n.clone()._ishlnsubmul(i,1,l);0===c.negative&&(n=c,s&&(s.words[l]=1));for(var f=l-1;f>=0;f--){var h=67108864*(0|n.words[i.length+f])+(0|n.words[i.length+f-1]);for(h=Math.min(h/o|0,67108863),n._ishlnsubmul(i,h,f);0!==n.negative;)h--,n.negative=0,n._ishlnsubmul(i,1,f),n.isZero()||(n.negative^=1);s&&(s.words[f]=h)}return s&&s.strip(),n.strip(),\"div\"!==e&&0!==r&&n.iushrn(r),{div:s||null,mod:n}},a.prototype.divmod=function(t,e,r){return n(!t.isZero()),this.isZero()?{div:new a(0),mod:new a(0)}:0!==this.negative&&0===t.negative?(s=this.neg().divmod(t,e),\"mod\"!==e&&(i=s.div.neg()),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.iadd(t)),{div:i,mod:o}):0===this.negative&&0!==t.negative?(s=this.divmod(t.neg(),e),\"mod\"!==e&&(i=s.div.neg()),{div:i,mod:s.mod}):0!=(this.negative&t.negative)?(s=this.neg().divmod(t.neg(),e),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.isub(t)),{div:s.div,mod:o}):t.length>this.length||this.cmp(t)<0?{div:new a(0),mod:this}:1===t.length?\"div\"===e?{div:this.divn(t.words[0]),mod:null}:\"mod\"===e?{div:null,mod:new a(this.modn(t.words[0]))}:{div:this.divn(t.words[0]),mod:new a(this.modn(t.words[0]))}:this._wordDiv(t,e);var i,o,s},a.prototype.div=function(t){return this.divmod(t,\"div\",!1).div},a.prototype.mod=function(t){return this.divmod(t,\"mod\",!1).mod},a.prototype.umod=function(t){return this.divmod(t,\"mod\",!0).mod},a.prototype.divRound=function(t){var e=this.divmod(t);if(e.mod.isZero())return e.div;var r=0!==e.div.negative?e.mod.isub(t):e.mod,n=t.ushrn(1),i=t.andln(1),a=r.cmp(n);return a<0||1===i&&0===a?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},a.prototype.modn=function(t){n(t<=67108863);for(var e=(1<<26)%t,r=0,i=this.length-1;i>=0;i--)r=(e*r+(0|this.words[i]))%t;return r},a.prototype.idivn=function(t){n(t<=67108863);for(var e=0,r=this.length-1;r>=0;r--){var i=(0|this.words[r])+67108864*e;this.words[r]=i/t|0,e=i%t}return this.strip()},a.prototype.divn=function(t){return this.clone().idivn(t)},a.prototype.egcd=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i=new a(1),o=new a(0),s=new a(0),l=new a(1),u=0;e.isEven()&&r.isEven();)e.iushrn(1),r.iushrn(1),++u;for(var c=r.clone(),f=e.clone();!e.isZero();){for(var h=0,p=1;0==(e.words[0]&p)&&h<26;++h,p<<=1);if(h>0)for(e.iushrn(h);h-- >0;)(i.isOdd()||o.isOdd())&&(i.iadd(c),o.isub(f)),i.iushrn(1),o.iushrn(1);for(var d=0,v=1;0==(r.words[0]&v)&&d<26;++d,v<<=1);if(d>0)for(r.iushrn(d);d-- >0;)(s.isOdd()||l.isOdd())&&(s.iadd(c),l.isub(f)),s.iushrn(1),l.iushrn(1);e.cmp(r)>=0?(e.isub(r),i.isub(s),o.isub(l)):(r.isub(e),s.isub(i),l.isub(o))}return{a:s,b:l,gcd:r.iushln(u)}},a.prototype._invmp=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i,o=new a(1),s=new a(0),l=r.clone();e.cmpn(1)>0&&r.cmpn(1)>0;){for(var u=0,c=1;0==(e.words[0]&c)&&u<26;++u,c<<=1);if(u>0)for(e.iushrn(u);u-- >0;)o.isOdd()&&o.iadd(l),o.iushrn(1);for(var f=0,h=1;0==(r.words[0]&h)&&f<26;++f,h<<=1);if(f>0)for(r.iushrn(f);f-- >0;)s.isOdd()&&s.iadd(l),s.iushrn(1);e.cmp(r)>=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(i=0===e.cmpn(1)?o:s).cmpn(0)<0&&i.iadd(t),i},a.prototype.gcd=function(t){if(this.isZero())return t.abs();if(t.isZero())return this.abs();var e=this.clone(),r=t.clone();e.negative=0,r.negative=0;for(var n=0;e.isEven()&&r.isEven();n++)e.iushrn(1),r.iushrn(1);for(;;){for(;e.isEven();)e.iushrn(1);for(;r.isEven();)r.iushrn(1);var i=e.cmp(r);if(i<0){var a=e;e=r,r=a}else if(0===i||0===r.cmpn(1))break;e.isub(r)}return r.iushln(n)},a.prototype.invm=function(t){return this.egcd(t).a.umod(t)},a.prototype.isEven=function(){return 0==(1&this.words[0])},a.prototype.isOdd=function(){return 1==(1&this.words[0])},a.prototype.andln=function(t){return this.words[0]&t},a.prototype.bincn=function(t){n(\"number\"==typeof t);var e=t%26,r=(t-e)/26,i=1<<e;if(this.length<=r)return this._expand(r+1),this.words[r]|=i,this;for(var a=i,o=r;0!==a&&o<this.length;o++){var s=0|this.words[o];a=(s+=a)>>>26,s&=67108863,this.words[o]=s}return 0!==a&&(this.words[o]=a,this.length++),this},a.prototype.isZero=function(){return 1===this.length&&0===this.words[0]},a.prototype.cmpn=function(t){var e,r=t<0;if(0!==this.negative&&!r)return-1;if(0===this.negative&&r)return 1;if(this.strip(),this.length>1)e=1;else{r&&(t=-t),n(t<=67108863,\"Number is too big\");var i=0|this.words[0];e=i===t?0:i<t?-1:1}return 0!==this.negative?0|-e:e},a.prototype.cmp=function(t){if(0!==this.negative&&0===t.negative)return-1;if(0===this.negative&&0!==t.negative)return 1;var e=this.ucmp(t);return 0!==this.negative?0|-e:e},a.prototype.ucmp=function(t){if(this.length>t.length)return 1;if(this.length<t.length)return-1;for(var e=0,r=this.length-1;r>=0;r--){var n=0|this.words[r],i=0|t.words[r];if(n!==i){n<i?e=-1:n>i&&(e=1);break}}return e},a.prototype.gtn=function(t){return 1===this.cmpn(t)},a.prototype.gt=function(t){return 1===this.cmp(t)},a.prototype.gten=function(t){return this.cmpn(t)>=0},a.prototype.gte=function(t){return this.cmp(t)>=0},a.prototype.ltn=function(t){return-1===this.cmpn(t)},a.prototype.lt=function(t){return-1===this.cmp(t)},a.prototype.lten=function(t){return this.cmpn(t)<=0},a.prototype.lte=function(t){return this.cmp(t)<=0},a.prototype.eqn=function(t){return 0===this.cmpn(t)},a.prototype.eq=function(t){return 0===this.cmp(t)},a.red=function(t){return new T(t)},a.prototype.toRed=function(t){return n(!this.red,\"Already a number in reduction context\"),n(0===this.negative,\"red works only with positives\"),t.convertTo(this)._forceRed(t)},a.prototype.fromRed=function(){return n(this.red,\"fromRed works only with numbers in reduction context\"),this.red.convertFrom(this)},a.prototype._forceRed=function(t){return this.red=t,this},a.prototype.forceRed=function(t){return n(!this.red,\"Already a number in reduction context\"),this._forceRed(t)},a.prototype.redAdd=function(t){return n(this.red,\"redAdd works only with red numbers\"),this.red.add(this,t)},a.prototype.redIAdd=function(t){return n(this.red,\"redIAdd works only with red numbers\"),this.red.iadd(this,t)},a.prototype.redSub=function(t){return n(this.red,\"redSub works only with red numbers\"),this.red.sub(this,t)},a.prototype.redISub=function(t){return n(this.red,\"redISub works only with red numbers\"),this.red.isub(this,t)},a.prototype.redShl=function(t){return n(this.red,\"redShl works only with red numbers\"),this.red.shl(this,t)},a.prototype.redMul=function(t){return n(this.red,\"redMul works only with red numbers\"),this.red._verify2(this,t),this.red.mul(this,t)},a.prototype.redIMul=function(t){return n(this.red,\"redMul works only with red numbers\"),this.red._verify2(this,t),this.red.imul(this,t)},a.prototype.redSqr=function(){return n(this.red,\"redSqr works only with red numbers\"),this.red._verify1(this),this.red.sqr(this)},a.prototype.redISqr=function(){return n(this.red,\"redISqr works only with red numbers\"),this.red._verify1(this),this.red.isqr(this)},a.prototype.redSqrt=function(){return n(this.red,\"redSqrt works only with red numbers\"),this.red._verify1(this),this.red.sqrt(this)},a.prototype.redInvm=function(){return n(this.red,\"redInvm works only with red numbers\"),this.red._verify1(this),this.red.invm(this)},a.prototype.redNeg=function(){return n(this.red,\"redNeg works only with red numbers\"),this.red._verify1(this),this.red.neg(this)},a.prototype.redPow=function(t){return n(this.red&&!t.red,\"redPow(normalNum)\"),this.red._verify1(this),this.red.pow(this,t)};var y={k256:null,p224:null,p192:null,p25519:null};function m(t,e){this.name=t,this.p=new a(e,16),this.n=this.p.bitLength(),this.k=new a(1).iushln(this.n).isub(this.p),this.tmp=this._tmp()}function x(){m.call(this,\"k256\",\"ffffffff ffffffff ffffffff ffffffff ffffffff ffffffff fffffffe fffffc2f\")}function b(){m.call(this,\"p224\",\"ffffffff ffffffff ffffffff ffffffff 00000000 00000000 00000001\")}function _(){m.call(this,\"p192\",\"ffffffff ffffffff ffffffff fffffffe ffffffff ffffffff\")}function w(){m.call(this,\"25519\",\"7fffffffffffffff ffffffffffffffff ffffffffffffffff ffffffffffffffed\")}function T(t){if(\"string\"==typeof t){var e=a._prime(t);this.m=e.p,this.prime=e}else n(t.gtn(1),\"modulus must be greater than 1\"),this.m=t,this.prime=null}function k(t){T.call(this,t),this.shift=this.m.bitLength(),this.shift%26!=0&&(this.shift+=26-this.shift%26),this.r=new a(1).iushln(this.shift),this.r2=this.imod(this.r.sqr()),this.rinv=this.r._invmp(this.m),this.minv=this.rinv.mul(this.r).isubn(1).div(this.m),this.minv=this.minv.umod(this.r),this.minv=this.r.sub(this.minv)}m.prototype._tmp=function(){var t=new a(null);return t.words=new Array(Math.ceil(this.n/13)),t},m.prototype.ireduce=function(t){var e,r=t;do{this.split(r,this.tmp),e=(r=(r=this.imulK(r)).iadd(this.tmp)).bitLength()}while(e>this.n);var n=e<this.n?-1:r.ucmp(this.p);return 0===n?(r.words[0]=0,r.length=1):n>0?r.isub(this.p):void 0!==r.strip?r.strip():r._strip(),r},m.prototype.split=function(t,e){t.iushrn(this.n,0,e)},m.prototype.imulK=function(t){return t.imul(this.k)},i(x,m),x.prototype.split=function(t,e){for(var r=4194303,n=Math.min(t.length,9),i=0;i<n;i++)e.words[i]=t.words[i];if(e.length=n,t.length<=9)return t.words[0]=0,void(t.length=1);var a=t.words[9];for(e.words[e.length++]=a&r,i=10;i<t.length;i++){var o=0|t.words[i];t.words[i-10]=(o&r)<<4|a>>>22,a=o}a>>>=22,t.words[i-10]=a,0===a&&t.length>10?t.length-=10:t.length-=9},x.prototype.imulK=function(t){t.words[t.length]=0,t.words[t.length+1]=0,t.length+=2;for(var e=0,r=0;r<t.length;r++){var n=0|t.words[r];e+=977*n,t.words[r]=67108863&e,e=64*n+(e/67108864|0)}return 0===t.words[t.length-1]&&(t.length--,0===t.words[t.length-1]&&t.length--),t},i(b,m),i(_,m),i(w,m),w.prototype.imulK=function(t){for(var e=0,r=0;r<t.length;r++){var n=19*(0|t.words[r])+e,i=67108863&n;n>>>=26,t.words[r]=i,e=n}return 0!==e&&(t.words[t.length++]=e),t},a._prime=function(t){if(y[t])return y[t];var e;if(\"k256\"===t)e=new x;else if(\"p224\"===t)e=new b;else if(\"p192\"===t)e=new _;else{if(\"p25519\"!==t)throw new Error(\"Unknown prime \"+t);e=new w}return y[t]=e,e},T.prototype._verify1=function(t){n(0===t.negative,\"red works only with positives\"),n(t.red,\"red works only with red numbers\")},T.prototype._verify2=function(t,e){n(0==(t.negative|e.negative),\"red works only with positives\"),n(t.red&&t.red===e.red,\"red works only with red numbers\")},T.prototype.imod=function(t){return this.prime?this.prime.ireduce(t)._forceRed(this):t.umod(this.m)._forceRed(this)},T.prototype.neg=function(t){return t.isZero()?t.clone():this.m.sub(t)._forceRed(this)},T.prototype.add=function(t,e){this._verify2(t,e);var r=t.add(e);return r.cmp(this.m)>=0&&r.isub(this.m),r._forceRed(this)},T.prototype.iadd=function(t,e){this._verify2(t,e);var r=t.iadd(e);return r.cmp(this.m)>=0&&r.isub(this.m),r},T.prototype.sub=function(t,e){this._verify2(t,e);var r=t.sub(e);return r.cmpn(0)<0&&r.iadd(this.m),r._forceRed(this)},T.prototype.isub=function(t,e){this._verify2(t,e);var r=t.isub(e);return r.cmpn(0)<0&&r.iadd(this.m),r},T.prototype.shl=function(t,e){return this._verify1(t),this.imod(t.ushln(e))},T.prototype.imul=function(t,e){return this._verify2(t,e),this.imod(t.imul(e))},T.prototype.mul=function(t,e){return this._verify2(t,e),this.imod(t.mul(e))},T.prototype.isqr=function(t){return this.imul(t,t.clone())},T.prototype.sqr=function(t){return this.mul(t,t)},T.prototype.sqrt=function(t){if(t.isZero())return t.clone();var e=this.m.andln(3);if(n(e%2==1),3===e){var r=this.m.add(new a(1)).iushrn(2);return this.pow(t,r)}for(var i=this.m.subn(1),o=0;!i.isZero()&&0===i.andln(1);)o++,i.iushrn(1);n(!i.isZero());var s=new a(1).toRed(this),l=s.redNeg(),u=this.m.subn(1).iushrn(1),c=this.m.bitLength();for(c=new a(2*c*c).toRed(this);0!==this.pow(c,u).cmp(l);)c.redIAdd(l);for(var f=this.pow(c,i),h=this.pow(t,i.addn(1).iushrn(1)),p=this.pow(t,i),d=o;0!==p.cmp(s);){for(var v=p,g=0;0!==v.cmp(s);g++)v=v.redSqr();n(g<d);var y=this.pow(f,new a(1).iushln(d-g-1));h=h.redMul(y),f=y.redSqr(),p=p.redMul(f),d=g}return h},T.prototype.invm=function(t){var e=t._invmp(this.m);return 0!==e.negative?(e.negative=0,this.imod(e).redNeg()):this.imod(e)},T.prototype.pow=function(t,e){if(e.isZero())return new a(1).toRed(this);if(0===e.cmpn(1))return t.clone();var r=new Array(16);r[0]=new a(1).toRed(this),r[1]=t;for(var n=2;n<r.length;n++)r[n]=this.mul(r[n-1],t);var i=r[0],o=0,s=0,l=e.bitLength()%26;for(0===l&&(l=26),n=e.length-1;n>=0;n--){for(var u=e.words[n],c=l-1;c>=0;c--){var 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s=(o=a.left=r(o)).right=r(o.right),a.left=s.right,o.right=s.left,s.right=a,s.left=o,s._color=a._color,a._color=1,o._color=1,e._color=1,i(a),i(o),i(s),l>1&&((u=t[l-2]).right===a?u.right=s:u.left=s),void(t[l-1]=s);if(1===o._color){if(0===a._color)return a._color=1,void(a.left=n(0,o));a.left=n(0,o);continue}var u;o=r(o),a.left=o.right,o.right=a,o._color=a._color,a._color=0,i(a),i(o),l>1&&((u=t[l-2]).right===a?u.right=o:u.left=o),t[l-1]=o,t[l]=a,l+1<t.length?t[l+1]=e:t.push(e),l+=2}}}(o),p.left===s?p.left=null:p.right=null,new a(this.tree._compare,o[0])},Object.defineProperty(f,\"key\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].key},enumerable:!0}),Object.defineProperty(f,\"value\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].value},enumerable:!0}),Object.defineProperty(f,\"index\",{get:function(){var t=0,e=this._stack;if(0===e.length){var r=this.tree.root;return r?r._count:0}e[e.length-1].left&&(t=e[e.length-1].left._count);for(var n=e.length-2;n>=0;--n)e[n+1]===e[n].right&&(++t,e[n].left&&(t+=e[n].left._count));return t},enumerable:!0}),f.next=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.right)for(e=e.right;e;)t.push(e),e=e.left;else for(t.pop();t.length>0&&t[t.length-1].right===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(f,\"hasNext\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].right)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].left===t[e])return!0;return!1}}),f.update=function(t){var r=this._stack;if(0===r.length)throw new Error(\"Can't update empty node!\");var n=new Array(r.length),i=r[r.length-1];n[n.length-1]=new e(i._color,i.key,t,i.left,i.right,i._count);for(var o=r.length-2;o>=0;--o)(i=r[o]).left===r[o+1]?n[o]=new e(i._color,i.key,i.value,n[o+1],i.right,i._count):n[o]=new e(i._color,i.key,i.value,i.left,n[o+1],i._count);return new a(this.tree._compare,n[0])},f.prev=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.left)for(e=e.left;e;)t.push(e),e=e.right;else for(t.pop();t.length>0&&t[t.length-1].left===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(f,\"hasPrev\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].left)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].right===t[e])return!0;return!1}})},7453:function(t,e,r){\"use strict\";t.exports=function(t,e){var r=new c(t);return r.update(e),r};var n=r(9557),i=r(1681),a=r(1011),o=r(2864),s=r(8468),l=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]);function u(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function c(t){this.gl=t,this.pixelRatio=1,this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.autoTicks=!0,this.tickSpacing=[1,1,1],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickAlign=[\"auto\",\"auto\",\"auto\"],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[10,10,10],this.lastCubeProps={cubeEdges:[0,0,0],axis:[0,0,0]},this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=\"sans-serif\",this.labelSize=[20,20,20],this.labelAngle=[0,0,0],this.labelAlign=[\"auto\",\"auto\",\"auto\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[10,10,10],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[0,0,0],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!1,!1,!1],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._firstInit=!0,this._text=null,this._lines=null,this._background=a(t)}var f=c.prototype;function h(){this.primalOffset=[0,0,0],this.primalMinor=[0,0,0],this.mirrorOffset=[0,0,0],this.mirrorMinor=[0,0,0]}f.update=function(t){function e(e,r,n){if(n in t){var i,a=t[n],o=this[n];(e?Array.isArray(a)&&Array.isArray(a[0]):Array.isArray(a))?this[n]=i=[r(a[0]),r(a[1]),r(a[2])]:this[n]=i=[r(a),r(a),r(a)];for(var s=0;s<3;++s)if(i[s]!==o[s])return!0}return!1}t=t||{};var r,a=e.bind(this,!1,Number),o=e.bind(this,!1,Boolean),l=e.bind(this,!1,String),u=e.bind(this,!0,(function(t){if(Array.isArray(t)){if(3===t.length)return[+t[0],+t[1],+t[2],1];if(4===t.length)return[+t[0],+t[1],+t[2],+t[3]]}return[0,0,0,1]})),c=!1,f=!1;if(\"bounds\"in t)for(var h=t.bounds,p=0;p<2;++p)for(var d=0;d<3;++d)h[p][d]!==this.bounds[p][d]&&(f=!0),this.bounds[p][d]=h[p][d];if(\"ticks\"in t)for(r=t.ticks,c=!0,this.autoTicks=!1,p=0;p<3;++p)this.tickSpacing[p]=0;else a(\"tickSpacing\")&&(this.autoTicks=!0,f=!0);if(this._firstInit&&(\"ticks\"in t||\"tickSpacing\"in t||(this.autoTicks=!0),f=!0,c=!0,this._firstInit=!1),f&&this.autoTicks&&(r=s.create(this.bounds,this.tickSpacing),c=!0),c){for(p=0;p<3;++p)r[p].sort((function(t,e){return t.x-e.x}));s.equal(r,this.ticks)?c=!1:this.ticks=r}o(\"tickEnable\"),l(\"tickFont\")&&(c=!0),a(\"tickSize\"),a(\"tickAngle\"),a(\"tickPad\"),u(\"tickColor\");var v=l(\"labels\");l(\"labelFont\")&&(v=!0),o(\"labelEnable\"),a(\"labelSize\"),a(\"labelPad\"),u(\"labelColor\"),o(\"lineEnable\"),o(\"lineMirror\"),a(\"lineWidth\"),u(\"lineColor\"),o(\"lineTickEnable\"),o(\"lineTickMirror\"),a(\"lineTickLength\"),a(\"lineTickWidth\"),u(\"lineTickColor\"),o(\"gridEnable\"),a(\"gridWidth\"),u(\"gridColor\"),o(\"zeroEnable\"),u(\"zeroLineColor\"),a(\"zeroLineWidth\"),o(\"backgroundEnable\"),u(\"backgroundColor\"),this._text?this._text&&(v||c)&&this._text.update(this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont):this._text=n(this.gl,this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont),this._lines&&c&&(this._lines.dispose(),this._lines=null),this._lines||(this._lines=i(this.gl,this.bounds,this.ticks))};var p=[new h,new h,new h];function d(t,e,r,n,i){for(var a=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,u=n[e],c=0;c<3;++c)if(e!==c){var f=a,h=s,p=o,d=l;u&1<<c&&(f=s,h=a,p=l,d=o),f[c]=r[0][c],h[c]=r[1][c],i[c]>0?(p[c]=-1,d[c]=0):(p[c]=0,d[c]=1)}}var v=[0,0,0],g={model:l,view:l,projection:l,_ortho:!1};f.isOpaque=function(){return!0},f.isTransparent=function(){return!1},f.drawTransparent=function(t){};var y=[0,0,0],m=[0,0,0],x=[0,0,0];f.draw=function(t){t=t||g;for(var e=this.gl,r=t.model||l,n=t.view||l,i=t.projection||l,a=this.bounds,s=t._ortho||!1,c=o(r,n,i,a,s),f=c.cubeEdges,h=c.axis,b=n[12],_=n[13],w=n[14],T=n[15],k=(s?2:1)*this.pixelRatio*(i[3]*b+i[7]*_+i[11]*w+i[15]*T)/e.drawingBufferHeight,A=0;A<3;++A)this.lastCubeProps.cubeEdges[A]=f[A],this.lastCubeProps.axis[A]=h[A];var M=p;for(A=0;A<3;++A)d(p[A],A,this.bounds,f,h);e=this.gl;var S,E,L,C=v;for(A=0;A<3;++A)this.backgroundEnable[A]?C[A]=h[A]:C[A]=0;for(this._background.draw(r,n,i,a,C,this.backgroundColor),this._lines.bind(r,n,i,this),A=0;A<3;++A){var P=[0,0,0];h[A]>0?P[A]=a[1][A]:P[A]=a[0][A];for(var O=0;O<2;++O){var I=(A+1+O)%3,D=(A+1+(1^O))%3;this.gridEnable[I]&&this._lines.drawGrid(I,D,this.bounds,P,this.gridColor[I],this.gridWidth[I]*this.pixelRatio)}for(O=0;O<2;++O)I=(A+1+O)%3,D=(A+1+(1^O))%3,this.zeroEnable[D]&&Math.min(a[0][D],a[1][D])<=0&&Math.max(a[0][D],a[1][D])>=0&&this._lines.drawZero(I,D,this.bounds,P,this.zeroLineColor[D],this.zeroLineWidth[D]*this.pixelRatio)}for(A=0;A<3;++A){this.lineEnable[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].primalOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio),this.lineMirror[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].mirrorOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio);var z=u(y,M[A].primalMinor),R=u(m,M[A].mirrorMinor),F=this.lineTickLength;for(O=0;O<3;++O){var B=k/r[5*O];z[O]*=F[O]*B,R[O]*=F[O]*B}this.lineTickEnable[A]&&this._lines.drawAxisTicks(A,M[A].primalOffset,z,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio),this.lineTickMirror[A]&&this._lines.drawAxisTicks(A,M[A].mirrorOffset,R,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio)}function N(t){(L=[0,0,0])[t]=1}function j(t,e,r){var n=(t+1)%3,i=(t+2)%3,a=e[n],o=e[i],s=r[n],l=r[i];a>0&&l>0||a>0&&l<0||a<0&&l>0||a<0&&l<0?N(n):(o>0&&s>0||o>0&&s<0||o<0&&s>0||o<0&&s<0)&&N(i)}for(this._lines.unbind(),this._text.bind(r,n,i,this.pixelRatio),A=0;A<3;++A){var U=M[A].primalMinor,V=M[A].mirrorMinor,H=u(x,M[A].primalOffset);for(O=0;O<3;++O)this.lineTickEnable[A]&&(H[O]+=k*U[O]*Math.max(this.lineTickLength[O],0)/r[5*O]);var q=[0,0,0];if(q[A]=1,this.tickEnable[A]){for(-3600===this.tickAngle[A]?(this.tickAngle[A]=0,this.tickAlign[A]=\"auto\"):this.tickAlign[A]=-1,E=1,\"auto\"===(S=[this.tickAlign[A],.5,E])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),L=[0,0,0],j(A,U,V),O=0;O<3;++O)H[O]+=k*U[O]*this.tickPad[O]/r[5*O];this._text.drawTicks(A,this.tickSize[A],this.tickAngle[A],H,this.tickColor[A],q,L,S)}if(this.labelEnable[A]){for(E=0,L=[0,0,0],this.labels[A].length>4&&(N(A),E=1),\"auto\"===(S=[this.labelAlign[A],.5,E])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),O=0;O<3;++O)H[O]+=k*U[O]*this.labelPad[O]/r[5*O];H[A]+=.5*(a[0][A]+a[1][A]),this._text.drawLabel(A,this.labelSize[A],this.labelAngle[A],H,this.labelColor[A],[0,0,0],L,S)}}this._text.unbind()},f.dispose=function(){this._text.dispose(),this._lines.dispose(),this._background.dispose(),this._lines=null,this._text=null,this._background=null,this.gl=null}},1011:function(t,e,r){\"use strict\";t.exports=function(t){for(var e=[],r=[],s=0,l=0;l<3;++l)for(var u=(l+1)%3,c=(l+2)%3,f=[0,0,0],h=[0,0,0],p=-1;p<=1;p+=2){r.push(s,s+2,s+1,s+1,s+2,s+3),f[l]=p,h[l]=p;for(var d=-1;d<=1;d+=2){f[u]=d;for(var v=-1;v<=1;v+=2)f[c]=v,e.push(f[0],f[1],f[2],h[0],h[1],h[2]),s+=1}var g=u;u=c,c=g}var y=n(t,new Float32Array(e)),m=n(t,new Uint16Array(r),t.ELEMENT_ARRAY_BUFFER),x=i(t,[{buffer:y,type:t.FLOAT,size:3,offset:0,stride:24},{buffer:y,type:t.FLOAT,size:3,offset:12,stride:24}],m),b=a(t);return b.attributes.position.location=0,b.attributes.normal.location=1,new o(t,y,x,b)};var n=r(5827),i=r(2944),a=r(1943).bg;function o(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n}var s=o.prototype;s.draw=function(t,e,r,n,i,a){for(var o=!1,s=0;s<3;++s)o=o||i[s];if(o){var l=this.gl;l.enable(l.POLYGON_OFFSET_FILL),l.polygonOffset(1,2),this.shader.bind(),this.shader.uniforms={model:t,view:e,projection:r,bounds:n,enable:i,colors:a},this.vao.bind(),this.vao.draw(this.gl.TRIANGLES,36),this.vao.unbind(),l.disable(l.POLYGON_OFFSET_FILL)}},s.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},2864:function(t,e,r){\"use strict\";t.exports=function(t,e,r,a,p){i(s,e,t),i(s,r,s);for(var m=0,x=0;x<2;++x){c[2]=a[x][2];for(var b=0;b<2;++b){c[1]=a[b][1];for(var _=0;_<2;++_)c[0]=a[_][0],h(l[m],c,s),m+=1}}var w=-1;for(x=0;x<8;++x){for(var T=l[x][3],k=0;k<3;++k)u[x][k]=l[x][k]/T;p&&(u[x][2]*=-1),T<0&&(w<0||u[x][2]<u[w][2])&&(w=x)}if(w<0){w=0;for(var A=0;A<3;++A){for(var M=(A+2)%3,S=(A+1)%3,E=-1,L=-1,C=0;C<2;++C){var P=(I=C<<A)+(C<<M)+(1-C<<S),O=I+(1-C<<M)+(C<<S);o(u[I],u[P],u[O],f)<0||(C?E=1:L=1)}if(E<0||L<0)L>E&&(w|=1<<A);else{for(C=0;C<2;++C){P=(I=C<<A)+(C<<M)+(1-C<<S),O=I+(1-C<<M)+(C<<S);var I,D=d([l[I],l[P],l[O],l[I+(1<<M)+(1<<S)]]);C?E=D:L=D}L>E&&(w|=1<<A)}}}var z=7^w,R=-1;for(x=0;x<8;++x)x!==w&&x!==z&&(R<0||u[R][1]>u[x][1])&&(R=x);var F=-1;for(x=0;x<3;++x)(N=R^1<<x)!==w&&N!==z&&(F<0&&(F=N),(S=u[N])[0]<u[F][0]&&(F=N));var B=-1;for(x=0;x<3;++x){var N;(N=R^1<<x)!==w&&N!==z&&N!==F&&(B<0&&(B=N),(S=u[N])[0]>u[B][0]&&(B=N))}var j=v;j[0]=j[1]=j[2]=0,j[n.log2(F^R)]=R&F,j[n.log2(R^B)]=R&B;var U=7^B;U===w||U===z?(U=7^F,j[n.log2(B^U)]=U&B):j[n.log2(F^U)]=U&F;var V=g,H=w;for(A=0;A<3;++A)V[A]=H&1<<A?-1:1;return y};var n=r(2288),i=r(104),a=r(4670),o=r(417),s=new Array(16),l=new Array(8),u=new Array(8),c=new Array(3),f=[0,0,0];function h(t,e,r){for(var n=0;n<4;++n){t[n]=r[12+n];for(var i=0;i<3;++i)t[n]+=e[i]*r[4*i+n]}}!function(){for(var t=0;t<8;++t)l[t]=[1,1,1,1],u[t]=[1,1,1]}();var p=[[0,0,1,0,0],[0,0,-1,1,0],[0,-1,0,1,0],[0,1,0,1,0],[-1,0,0,1,0],[1,0,0,1,0]];function d(t){for(var e=0;e<p.length;++e)if((t=a.positive(t,p[e])).length<3)return 0;var r=t[0],n=r[0]/r[3],i=r[1]/r[3],o=0;for(e=1;e+1<t.length;++e){var s=t[e],l=t[e+1],u=s[0]/s[3]-n,c=s[1]/s[3]-i,f=l[0]/l[3]-n,h=l[1]/l[3]-i;o+=Math.abs(u*h-c*f)}return o}var v=[1,1,1],g=[0,0,0],y={cubeEdges:v,axis:g}},1681:function(t,e,r){\"use strict\";t.exports=function(t,e,r){var o=[],s=[0,0,0],l=[0,0,0],u=[0,0,0],c=[0,0,0];o.push(0,0,1,0,1,1,0,0,-1,0,0,-1,0,1,1,0,1,-1);for(var f=0;f<3;++f){for(var h=o.length/3|0,d=0;d<r[f].length;++d){var v=+r[f][d].x;o.push(v,0,1,v,1,1,v,0,-1,v,0,-1,v,1,1,v,1,-1)}var g=o.length/3|0;s[f]=h,l[f]=g-h,h=o.length/3|0;for(var y=0;y<r[f].length;++y)v=+r[f][y].x,o.push(v,0,1,v,1,1,v,0,-1,v,0,-1,v,1,1,v,1,-1);g=o.length/3|0,u[f]=h,c[f]=g-h}var m=n(t,new Float32Array(o)),x=i(t,[{buffer:m,type:t.FLOAT,size:3,stride:0,offset:0}]),b=a(t);return b.attributes.position.location=0,new p(t,m,x,b,l,s,c,u)};var n=r(5827),i=r(2944),a=r(1943).j,o=[0,0,0],s=[0,0,0],l=[0,0,0],u=[0,0,0],c=[1,1];function f(t){return t[0]=t[1]=t[2]=0,t}function h(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function p(t,e,r,n,i,a,o,s){this.gl=t,this.vertBuffer=e,this.vao=r,this.shader=n,this.tickCount=i,this.tickOffset=a,this.gridCount=o,this.gridOffset=s}var d=p.prototype;d.bind=function(t,e,r){this.shader.bind(),this.shader.uniforms.model=t,this.shader.uniforms.view=e,this.shader.uniforms.projection=r,c[0]=this.gl.drawingBufferWidth,c[1]=this.gl.drawingBufferHeight,this.shader.uniforms.screenShape=c,this.vao.bind()},d.unbind=function(){this.vao.unbind()},d.drawAxisLine=function(t,e,r,n,i){var a=f(s);this.shader.uniforms.majorAxis=s,a[t]=e[1][t]-e[0][t],this.shader.uniforms.minorAxis=a;var o,c=h(u,r);c[t]+=e[0][t],this.shader.uniforms.offset=c,this.shader.uniforms.lineWidth=i,this.shader.uniforms.color=n,(o=f(l))[(t+2)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6),(o=f(l))[(t+1)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6)},d.drawAxisTicks=function(t,e,r,n,i){if(this.tickCount[t]){var a=f(o);a[t]=1,this.shader.uniforms.majorAxis=a,this.shader.uniforms.offset=e,this.shader.uniforms.minorAxis=r,this.shader.uniforms.color=n,this.shader.uniforms.lineWidth=i;var s=f(l);s[t]=1,this.shader.uniforms.screenAxis=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t])}},d.drawGrid=function(t,e,r,n,i,a){if(this.gridCount[t]){var c=f(s);c[e]=r[1][e]-r[0][e],this.shader.uniforms.minorAxis=c;var p=h(u,n);p[e]+=r[0][e],this.shader.uniforms.offset=p;var d=f(o);d[t]=1,this.shader.uniforms.majorAxis=d;var v=f(l);v[t]=1,this.shader.uniforms.screenAxis=v,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,this.gridCount[t],this.gridOffset[t])}},d.drawZero=function(t,e,r,n,i,a){var o=f(s);this.shader.uniforms.majorAxis=o,o[t]=r[1][t]-r[0][t],this.shader.uniforms.minorAxis=o;var c=h(u,n);c[t]+=r[0][t],this.shader.uniforms.offset=c;var p=f(l);p[e]=1,this.shader.uniforms.screenAxis=p,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,6)},d.dispose=function(){this.vao.dispose(),this.vertBuffer.dispose(),this.shader.dispose()}},1943:function(t,e,r){\"use strict\";var n=r(6832),i=r(5158),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, majorAxis, minorAxis, screenAxis;\\nuniform float lineWidth;\\nuniform vec2 screenShape;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nvoid main() {\\n  vec3 major = position.x * majorAxis;\\n  vec3 minor = position.y * minorAxis;\\n\\n  vec3 vPosition = major + minor + offset;\\n  vec3 pPosition = project(vPosition);\\n  vec3 offset = project(vPosition + screenAxis * position.z);\\n\\n  vec2 screen = normalize((offset - pPosition).xy * screenShape) / screenShape;\\n\\n  gl_Position = vec4(pPosition + vec3(0.5 * screen * lineWidth, 0), 1.0);\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);e.j=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"}])};var s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, axis, alignDir, alignOpt;\\nuniform float scale, angle, pixelScale;\\nuniform vec2 resolution;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nfloat computeViewAngle(vec3 a, vec3 b) {\\n  vec3 A = project(a);\\n  vec3 B = project(b);\\n\\n  return atan(\\n    (B.y - A.y) * resolution.y,\\n    (B.x - A.x) * resolution.x\\n  );\\n}\\n\\nconst float PI = 3.141592;\\nconst float TWO_PI = 2.0 * PI;\\nconst float HALF_PI = 0.5 * PI;\\nconst float ONE_AND_HALF_PI = 1.5 * PI;\\n\\nint option = int(floor(alignOpt.x + 0.001));\\nfloat hv_ratio =       alignOpt.y;\\nbool enableAlign =    (alignOpt.z != 0.0);\\n\\nfloat mod_angle(float a) {\\n  return mod(a, PI);\\n}\\n\\nfloat positive_angle(float a) {\\n  return mod_angle((a < 0.0) ?\\n    a + TWO_PI :\\n    a\\n  );\\n}\\n\\nfloat look_upwards(float a) {\\n  float b = positive_angle(a);\\n  return ((b > HALF_PI) && (b <= ONE_AND_HALF_PI)) ?\\n    b - PI :\\n    b;\\n}\\n\\nfloat look_horizontal_or_vertical(float a, float ratio) {\\n  // ratio controls the ratio between being horizontal to (vertical + horizontal)\\n  // if ratio is set to 0.5 then it is 50%, 50%.\\n  // when using a higher ratio e.g. 0.75 the result would\\n  // likely be more horizontal than vertical.\\n\\n  float b = positive_angle(a);\\n\\n  return\\n    (b < (      ratio) * HALF_PI) ? 0.0 :\\n    (b < (2.0 - ratio) * HALF_PI) ? -HALF_PI :\\n    (b < (2.0 + ratio) * HALF_PI) ? 0.0 :\\n    (b < (4.0 - ratio) * HALF_PI) ? HALF_PI :\\n                                    0.0;\\n}\\n\\nfloat roundTo(float a, float b) {\\n  return float(b * floor((a + 0.5 * b) / b));\\n}\\n\\nfloat look_round_n_directions(float a, int n) {\\n  float b = positive_angle(a);\\n  float div = TWO_PI / float(n);\\n  float c = roundTo(b, div);\\n  return look_upwards(c);\\n}\\n\\nfloat applyAlignOption(float rawAngle, float delta) {\\n  return\\n    (option >  2) ? look_round_n_directions(rawAngle + delta, option) :       // option 3-n: round to n directions\\n    (option == 2) ? look_horizontal_or_vertical(rawAngle + delta, hv_ratio) : // horizontal or vertical\\n    (option == 1) ? rawAngle + delta :       // use free angle, and flip to align with one direction of the axis\\n    (option == 0) ? look_upwards(rawAngle) : // use free angle, and stay upwards\\n    (option ==-1) ? 0.0 :                    // useful for backward compatibility, all texts remains horizontal\\n                    rawAngle;                // otherwise return back raw input angle\\n}\\n\\nbool isAxisTitle = (axis.x == 0.0) &&\\n                   (axis.y == 0.0) &&\\n                   (axis.z == 0.0);\\n\\nvoid main() {\\n  //Compute world offset\\n  float axisDistance = position.z;\\n  vec3 dataPosition = axisDistance * axis + offset;\\n\\n  float beta = angle; // i.e. user defined attributes for each tick\\n\\n  float axisAngle;\\n  float clipAngle;\\n  float flip;\\n\\n  if (enableAlign) {\\n    axisAngle = (isAxisTitle) ? HALF_PI :\\n                      computeViewAngle(dataPosition, dataPosition + axis);\\n    clipAngle = computeViewAngle(dataPosition, dataPosition + alignDir);\\n\\n    axisAngle += (sin(axisAngle) < 0.0) ? PI : 0.0;\\n    clipAngle += (sin(clipAngle) < 0.0) ? PI : 0.0;\\n\\n    flip = (dot(vec2(cos(axisAngle), sin(axisAngle)),\\n                vec2(sin(clipAngle),-cos(clipAngle))) > 0.0) ? 1.0 : 0.0;\\n\\n    beta += applyAlignOption(clipAngle, flip * PI);\\n  }\\n\\n  //Compute plane offset\\n  vec2 planeCoord = position.xy * pixelScale;\\n\\n  mat2 planeXform = scale * mat2(\\n     cos(beta), sin(beta),\\n    -sin(beta), cos(beta)\\n  );\\n\\n  vec2 viewOffset = 2.0 * planeXform * planeCoord / resolution;\\n\\n  //Compute clip position\\n  vec3 clipPosition = project(dataPosition);\\n\\n  //Apply text offset in clip coordinates\\n  clipPosition += vec3(viewOffset, 0.0);\\n\\n  //Done\\n  gl_Position = vec4(clipPosition, 1.0);\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);e.f=function(t){return i(t,s,l,null,[{name:\"position\",type:\"vec3\"}])};var u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec3 normal;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 enable;\\nuniform vec3 bounds[2];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n\\n  vec3 signAxis = sign(bounds[1] - bounds[0]);\\n\\n  vec3 realNormal = signAxis * normal;\\n\\n  if(dot(realNormal, enable) > 0.0) {\\n    vec3 minRange = min(bounds[0], bounds[1]);\\n    vec3 maxRange = max(bounds[0], bounds[1]);\\n    vec3 nPosition = mix(minRange, maxRange, 0.5 * (position + 1.0));\\n    gl_Position = projection * view * model * vec4(nPosition, 1.0);\\n  } else {\\n    gl_Position = vec4(0,0,0,0);\\n  }\\n\\n  colorChannel = abs(realNormal);\\n}\"]),c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 colors[3];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n  gl_FragColor = colorChannel.x * colors[0] +\\n                 colorChannel.y * colors[1] +\\n                 colorChannel.z * colors[2];\\n}\"]);e.bg=function(t){return i(t,u,c,null,[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}])}},9557:function(t,e,r){\"use strict\";t.exports=function(t,e,r,i,o,l){var u=n(t),f=a(t,[{buffer:u,size:3}]),h=s(t);h.attributes.position.location=0;var p=new c(t,h,u,f);return p.update(e,r,i,o,l),p};var n=r(5827),a=r(2944),o=r(875),s=r(1943).f,l=window||i.global||{},u=l.__TEXT_CACHE||{};function c(t,e,r,n){this.gl=t,this.shader=e,this.buffer=r,this.vao=n,this.tickOffset=this.tickCount=this.labelOffset=this.labelCount=null}l.__TEXT_CACHE={};var f=c.prototype,h=[0,0];f.bind=function(t,e,r,n){this.vao.bind(),this.shader.bind();var i=this.shader.uniforms;i.model=t,i.view=e,i.projection=r,i.pixelScale=n,h[0]=this.gl.drawingBufferWidth,h[1]=this.gl.drawingBufferHeight,this.shader.uniforms.resolution=h},f.unbind=function(){this.vao.unbind()},f.update=function(t,e,r,n,i){var a=[];function s(t,e,r,n,i,s){var l=u[r];l||(l=u[r]={});var c=l[e];c||(c=l[e]=function(t,e){try{return o(t,e)}catch(e){return console.warn('error vectorizing text:\"'+t+'\" error:',e),{cells:[],positions:[]}}}(e,{triangles:!0,font:r,textAlign:\"center\",textBaseline:\"middle\",lineSpacing:i,styletags:s}));for(var f=(n||12)/12,h=c.positions,p=c.cells,d=0,v=p.length;d<v;++d)for(var g=p[d],y=2;y>=0;--y){var m=h[g[y]];a.push(f*m[0],-f*m[1],t)}}for(var l=[0,0,0],c=[0,0,0],f=[0,0,0],h=[0,0,0],p={breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},d=0;d<3;++d){f[d]=a.length/3|0,s(.5*(t[0][d]+t[1][d]),e[d],r[d],12,1.25,p),h[d]=(a.length/3|0)-f[d],l[d]=a.length/3|0;for(var v=0;v<n[d].length;++v)n[d][v].text&&s(n[d][v].x,n[d][v].text,n[d][v].font||i,n[d][v].fontSize||12,1.25,p);c[d]=(a.length/3|0)-l[d]}this.buffer.update(a),this.tickOffset=l,this.tickCount=c,this.labelOffset=f,this.labelCount=h},f.drawTicks=function(t,e,r,n,i,a,o,s){this.tickCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t]))},f.drawLabel=function(t,e,r,n,i,a,o,s){this.labelCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.labelCount[t],this.labelOffset[t]))},f.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()}},8468:function(t,e){\"use strict\";function r(t,e){var r=t+\"\",n=r.indexOf(\".\"),i=0;n>=0&&(i=r.length-n-1);var a=Math.pow(10,i),o=Math.round(t*e*a),s=o+\"\";if(s.indexOf(\"e\")>=0)return s;var l=o/a,u=o%a;o<0?(l=0|-Math.ceil(l),u=0|-u):(l=0|Math.floor(l),u|=0);var c=\"\"+l;if(o<0&&(c=\"-\"+c),i){for(var f=\"\"+u;f.length<i;)f=\"0\"+f;return c+\".\"+f}return c}e.create=function(t,e){for(var n=[],i=0;i<3;++i){for(var a=[],o=(t[0][i],t[1][i],0);o*e[i]<=t[1][i];++o)a.push({x:o*e[i],text:r(e[i],o)});for(o=-1;o*e[i]>=t[0][i];--o)a.push({x:o*e[i],text:r(e[i],o)});n.push(a)}return n},e.equal=function(t,e){for(var r=0;r<3;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n<t[r].length;++n){var i=t[r][n],a=e[r][n];if(i.x!==a.x||i.text!==a.text||i.font!==a.font||i.fontColor!==a.fontColor||i.fontSize!==a.fontSize||i.dx!==a.dx||i.dy!==a.dy)return!1}}return!0}},2771:function(t,e,r){\"use strict\";t.exports=function(t,e,r,l,f){var h=e.model||u,p=e.view||u,y=e.projection||u,m=e._ortho||!1,x=t.bounds,b=(f=f||a(h,p,y,x,m)).axis;o(c,p,h),o(c,y,c);for(var _=v,w=0;w<3;++w)_[w].lo=1/0,_[w].hi=-1/0,_[w].pixelsPerDataUnit=1/0;var T=n(s(c,c));s(c,c);for(var k=0;k<3;++k){var A=(k+1)%3,M=(k+2)%3,S=g;t:for(w=0;w<2;++w){var E=[];if(b[k]<0!=!!w){S[k]=x[w][k];for(var L=0;L<2;++L){S[A]=x[L^w][A];for(var C=0;C<2;++C)S[M]=x[C^L^w][M],E.push(S.slice())}var P=m?5:4;for(L=P;L===P;++L){if(0===E.length)continue t;E=i.positive(E,T[L])}for(L=0;L<E.length;++L){M=E[L];var O=d(g,c,M,r,l);for(C=0;C<3;++C)_[C].lo=Math.min(_[C].lo,M[C]),_[C].hi=Math.max(_[C].hi,M[C]),C!==k&&(_[C].pixelsPerDataUnit=Math.min(_[C].pixelsPerDataUnit,Math.abs(O[C])))}}}}return _};var n=r(5795),i=r(4670),a=r(2864),o=r(104),s=r(2142),l=r(6342),u=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),c=new Float32Array(16);function f(t,e,r){this.lo=t,this.hi=e,this.pixelsPerDataUnit=r}var h=[0,0,0,1],p=[0,0,0,1];function d(t,e,r,n,i){for(var a=0;a<3;++a){for(var o=h,s=p,u=0;u<3;++u)s[u]=o[u]=r[u];s[3]=o[3]=1,s[a]+=1,l(s,s,e),s[3]<0&&(t[a]=1/0),o[a]-=1,l(o,o,e),o[3]<0&&(t[a]=1/0);var c=(o[0]/o[3]-s[0]/s[3])*n,f=(o[1]/o[3]-s[1]/s[3])*i;t[a]=.25*Math.sqrt(c*c+f*f)}return t}var v=[new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0)],g=[0,0,0]},5827:function(t,e,r){\"use strict\";var n=r(5306),i=r(7498),a=r(5050),o=[\"uint8\",\"uint8_clamped\",\"uint16\",\"uint32\",\"int8\",\"int16\",\"int32\",\"float32\"];function s(t,e,r,n,i){this.gl=t,this.type=e,this.handle=r,this.length=n,this.usage=i}var l=s.prototype;function u(t,e,r,n,i,a){var o=i.length*i.BYTES_PER_ELEMENT;if(a<0)return t.bufferData(e,i,n),o;if(o+a>r)throw new Error(\"gl-buffer: If resizing buffer, must not specify offset\");return t.bufferSubData(e,a,i),r}function c(t,e){for(var r=n.malloc(t.length,e),i=t.length,a=0;a<i;++a)r[a]=t[a];return r}l.bind=function(){this.gl.bindBuffer(this.type,this.handle)},l.unbind=function(){this.gl.bindBuffer(this.type,null)},l.dispose=function(){this.gl.deleteBuffer(this.handle)},l.update=function(t,e){if(\"number\"!=typeof e&&(e=-1),this.bind(),\"object\"==typeof t&&void 0!==t.shape){var r=t.dtype;if(o.indexOf(r)<0&&(r=\"float32\"),this.type===this.gl.ELEMENT_ARRAY_BUFFER&&(r=gl.getExtension(\"OES_element_index_uint\")&&\"uint16\"!==r?\"uint32\":\"uint16\"),r===t.dtype&&function(t,e){for(var r=1,n=e.length-1;n>=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&&t.data.length===t.shape[0]?this.length=u(this.gl,this.type,this.length,this.usage,t.data,e):this.length=u(this.gl,this.type,this.length,this.usage,t.data.subarray(t.offset,t.shape[0]),e);else{var s=n.malloc(t.size,r),l=a(s,t.shape);i.assign(l,t),this.length=u(this.gl,this.type,this.length,this.usage,e<0?s:s.subarray(0,t.size),e),n.free(s)}}else if(Array.isArray(t)){var f;f=this.type===this.gl.ELEMENT_ARRAY_BUFFER?c(t,\"uint16\"):c(t,\"float32\"),this.length=u(this.gl,this.type,this.length,this.usage,e<0?f:f.subarray(0,t.length),e),n.free(f)}else if(\"object\"==typeof t&&\"number\"==typeof t.length)this.length=u(this.gl,this.type,this.length,this.usage,t,e);else{if(\"number\"!=typeof t&&void 0!==t)throw new Error(\"gl-buffer: Invalid data type\");if(e>=0)throw new Error(\"gl-buffer: Cannot specify offset when resizing buffer\");(t|=0)<=0&&(t=1),this.gl.bufferData(this.type,0|t,this.usage),this.length=t}},t.exports=function(t,e,r,n){if(r=r||t.ARRAY_BUFFER,n=n||t.DYNAMIC_DRAW,r!==t.ARRAY_BUFFER&&r!==t.ELEMENT_ARRAY_BUFFER)throw new Error(\"gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER\");if(n!==t.DYNAMIC_DRAW&&n!==t.STATIC_DRAW&&n!==t.STREAM_DRAW)throw new Error(\"gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW\");var i=t.createBuffer(),a=new s(t,r,i,0,n);return a.update(e),a}},1140:function(t,e,r){\"use strict\";var n=r(2858);t.exports=function(t,e){var r=t.positions,i=t.vectors,a={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&&(e[0]=[0,0,0],e[1]=[0,0,0]),a;for(var o=0,s=1/0,l=-1/0,u=1/0,c=-1/0,f=1/0,h=-1/0,p=null,d=null,v=[],g=1/0,y=!1,m=0;m<r.length;m++){var x=r[m];s=Math.min(x[0],s),l=Math.max(x[0],l),u=Math.min(x[1],u),c=Math.max(x[1],c),f=Math.min(x[2],f),h=Math.max(x[2],h);var b=i[m];if(n.length(b)>o&&(o=n.length(b)),m){var _=2*n.distance(p,x)/(n.length(d)+n.length(b));_?(g=Math.min(g,_),y=!1):y=!0}y||(p=x,d=b),v.push(b)}var w=[s,u,f],T=[l,c,h];e&&(e[0]=w,e[1]=T),0===o&&(o=1);var k=1/o;isFinite(g)||(g=1),a.vectorScale=g;var A=t.coneSize||.5;t.absoluteConeSize&&(A=t.absoluteConeSize*k),a.coneScale=A,m=0;for(var M=0;m<r.length;m++)for(var S=(x=r[m])[0],E=x[1],L=x[2],C=v[m],P=n.length(C)*k,O=0;O<8;O++){a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vertexIntensity.push(P,P,P),a.vertexIntensity.push(P,P,P);var I=a.positions.length;a.cells.push([I-6,I-5,I-4],[I-3,I-2,I-1])}return a};var i=r(7234);t.exports.createMesh=r(5028),t.exports.createConeMesh=function(e,r){return t.exports.createMesh(e,r,{shaders:i,traceType:\"cone\"})}},5028:function(t,e,r){\"use strict\";var n=r(5158),i=r(5827),a=r(2944),o=r(8931),s=r(104),l=r(7437),u=r(5050),c=r(9156),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e,r,n,i,a,o,s,l,u,c){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.pickShader=n,this.trianglePositions=i,this.triangleVectors=a,this.triangleColors=s,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=u,this.triangleCount=0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.traceType=c,this.tubeScale=1,this.coneScale=2,this.vectorScale=1,this.coneOffset=.25,this._model=f,this._view=f,this._projection=f,this._resolution=[1,1]}var p=h.prototype;p.isOpaque=function(){return this.opacity>=1},p.isTransparent=function(){return this.opacity<1},p.pickSlots=1,p.setPickBase=function(t){this.pickId=t},p.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),\"opacity\"in t&&(this.opacity=t.opacity),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),void 0!==t.tubeScale&&(this.tubeScale=t.tubeScale),void 0!==t.vectorScale&&(this.vectorScale=t.vectorScale),void 0!==t.coneScale&&(this.coneScale=t.coneScale),void 0!==t.coneOffset&&(this.coneOffset=t.coneOffset),t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t){for(var e=c({colormap:t,nshades:256,format:\"rgba\"}),r=new Uint8Array(1024),n=0;n<256;++n){for(var i=e[n],a=0;a<3;++a)r[4*n+a]=i[a];r[4*n+3]=255*i[3]}return u(r,[256,256,4],[4,0,1])}(t.colormap)),this.texture.generateMipmap());var r=t.cells,n=t.positions,i=t.vectors;if(n&&r&&i){var a=[],o=[],s=[],l=[],f=[];this.cells=r,this.positions=n,this.vectors=i;var h=t.meshColor||[1,1,1,1],p=t.vertexIntensity,d=1/0,v=-1/0;if(p)if(t.vertexIntensityBounds)d=+t.vertexIntensityBounds[0],v=+t.vertexIntensityBounds[1];else for(var g=0;g<p.length;++g){var y=p[g];d=Math.min(d,y),v=Math.max(v,y)}else for(g=0;g<n.length;++g)y=n[g][2],d=Math.min(d,y),v=Math.max(v,y);for(this.intensity=p||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],g=0;g<n.length;++g)for(var m=n[g],x=0;x<3;++x)!isNaN(m[x])&&isFinite(m[x])&&(this.bounds[0][x]=Math.min(this.bounds[0][x],m[x]),this.bounds[1][x]=Math.max(this.bounds[1][x],m[x]));var b=0;t:for(g=0;g<r.length;++g){var _=r[g];if(3===_.length){for(x=0;x<3;++x){m=n[T=_[x]];for(var w=0;w<3;++w)if(isNaN(m[w])||!isFinite(m[w]))continue t}for(x=0;x<3;++x){var T;m=n[T=_[2-x]],a.push(m[0],m[1],m[2],m[3]);var k=i[T];o.push(k[0],k[1],k[2],k[3]||0);var A,M=h;3===M.length?s.push(M[0],M[1],M[2],1):s.push(M[0],M[1],M[2],M[3]),A=p?[(p[T]-d)/(v-d),0]:[(m[2]-d)/(v-d),0],l.push(A[0],A[1]),f.push(g)}b+=1}}this.triangleCount=b,this.trianglePositions.update(a),this.triangleVectors.update(o),this.triangleColors.update(s),this.triangleUVs.update(l),this.triangleIds.update(new Uint32Array(f))}},p.drawTransparent=p.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var u={model:r,view:n,projection:i,inverseModel:f.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],opacity:this.opacity,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,texture:0};u.inverseModel=l(u.inverseModel,u.model),e.disable(e.CULL_FACE),this.texture.bind(0);var c=new Array(16);for(s(c,u.view,u.model),s(c,u.projection,c),l(c,c),o=0;o<3;++o)u.eyePosition[o]=c[12+o]/c[15];var h=c[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*c[4*o+3];for(o=0;o<3;++o){for(var p=c[12+o],d=0;d<3;++d)p+=c[4*d+o]*this.lightPosition[d];u.lightPosition[o]=p/h}if(this.triangleCount>0){var v=this.triShader;v.bind(),v.uniforms=u,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},p.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s={model:r,view:n,projection:i,clipBounds:a,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind())},p.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions[r[1]].slice(0,3),i={position:n,dataCoordinate:n,index:Math.floor(r[1]/48)};return\"cone\"===this.traceType?i.index=Math.floor(r[1]/48):\"streamtube\"===this.traceType&&(i.intensity=this.intensity[r[1]],i.velocity=this.vectors[r[1]].slice(0,3),i.divergence=this.vectors[r[1]][3],i.index=e),i},p.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.pickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleVectors.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleIds.dispose()},t.exports=function(t,e,r){var s=r.shaders;1===arguments.length&&(t=(e=t).gl);var l=function(t,e){var r=n(t,e.meshShader.vertex,e.meshShader.fragment,null,e.meshShader.attributes);return r.attributes.position.location=0,r.attributes.color.location=2,r.attributes.uv.location=3,r.attributes.vector.location=4,r}(t,s),c=function(t,e){var r=n(t,e.pickShader.vertex,e.pickShader.fragment,null,e.pickShader.attributes);return r.attributes.position.location=0,r.attributes.id.location=1,r.attributes.vector.location=4,r}(t,s),f=o(t,u(new Uint8Array([255,255,255,255]),[1,1,4]));f.generateMipmap(),f.minFilter=t.LINEAR_MIPMAP_LINEAR,f.magFilter=t.LINEAR;var p=i(t),d=i(t),v=i(t),g=i(t),y=i(t),m=new h(t,f,l,c,p,d,y,v,g,a(t,[{buffer:p,type:t.FLOAT,size:4},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:v,type:t.FLOAT,size:4},{buffer:g,type:t.FLOAT,size:2},{buffer:d,type:t.FLOAT,size:4}]),r.traceType||\"cone\");return m.update(e),m}},7234:function(t,e,r){var n=r(6832),i=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec3 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, coneScale, coneOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * conePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(conePosition, 1.0);\\n  vec4 t_position  = view * conePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = conePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float vectorScale, coneScale, coneOffset;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector.xyz), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n  gl_Position = projection * view * conePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);e.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec3\"}]},e.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec3\"}]}},1950:function(t){t.exports={0:\"NONE\",1:\"ONE\",2:\"LINE_LOOP\",3:\"LINE_STRIP\",4:\"TRIANGLES\",5:\"TRIANGLE_STRIP\",6:\"TRIANGLE_FAN\",256:\"DEPTH_BUFFER_BIT\",512:\"NEVER\",513:\"LESS\",514:\"EQUAL\",515:\"LEQUAL\",516:\"GREATER\",517:\"NOTEQUAL\",518:\"GEQUAL\",519:\"ALWAYS\",768:\"SRC_COLOR\",769:\"ONE_MINUS_SRC_COLOR\",770:\"SRC_ALPHA\",771:\"ONE_MINUS_SRC_ALPHA\",772:\"DST_ALPHA\",773:\"ONE_MINUS_DST_ALPHA\",774:\"DST_COLOR\",775:\"ONE_MINUS_DST_COLOR\",776:\"SRC_ALPHA_SATURATE\",1024:\"STENCIL_BUFFER_BIT\",1028:\"FRONT\",1029:\"BACK\",1032:\"FRONT_AND_BACK\",1280:\"INVALID_ENUM\",1281:\"INVALID_VALUE\",1282:\"INVALID_OPERATION\",1285:\"OUT_OF_MEMORY\",1286:\"INVALID_FRAMEBUFFER_OPERATION\",2304:\"CW\",2305:\"CCW\",2849:\"LINE_WIDTH\",2884:\"CULL_FACE\",2885:\"CULL_FACE_MODE\",2886:\"FRONT_FACE\",2928:\"DEPTH_RANGE\",2929:\"DEPTH_TEST\",2930:\"DEPTH_WRITEMASK\",2931:\"DEPTH_CLEAR_VALUE\",2932:\"DEPTH_FUNC\",2960:\"STENCIL_TEST\",2961:\"STENCIL_CLEAR_VALUE\",2962:\"STENCIL_FUNC\",2963:\"STENCIL_VALUE_MASK\",2964:\"STENCIL_FAIL\",2965:\"STENCIL_PASS_DEPTH_FAIL\",2966:\"STENCIL_PASS_DEPTH_PASS\",2967:\"STENCIL_REF\",2968:\"STENCIL_WRITEMASK\",2978:\"VIEWPORT\",3024:\"DITHER\",3042:\"BLEND\",3088:\"SCISSOR_BOX\",3089:\"SCISSOR_TEST\",3106:\"COLOR_CLEAR_VALUE\",3107:\"COLOR_WRITEMASK\",3317:\"UNPACK_ALIGNMENT\",3333:\"PACK_ALIGNMENT\",3379:\"MAX_TEXTURE_SIZE\",3386:\"MAX_VIEWPORT_DIMS\",3408:\"SUBPIXEL_BITS\",3410:\"RED_BITS\",3411:\"GREEN_BITS\",3412:\"BLUE_BITS\",3413:\"ALPHA_BITS\",3414:\"DEPTH_BITS\",3415:\"STENCIL_BITS\",3553:\"TEXTURE_2D\",4352:\"DONT_CARE\",4353:\"FASTEST\",4354:\"NICEST\",5120:\"BYTE\",5121:\"UNSIGNED_BYTE\",5122:\"SHORT\",5123:\"UNSIGNED_SHORT\",5124:\"INT\",5125:\"UNSIGNED_INT\",5126:\"FLOAT\",5386:\"INVERT\",5890:\"TEXTURE\",6401:\"STENCIL_INDEX\",6402:\"DEPTH_COMPONENT\",6406:\"ALPHA\",6407:\"RGB\",6408:\"RGBA\",6409:\"LUMINANCE\",6410:\"LUMINANCE_ALPHA\",7680:\"KEEP\",7681:\"REPLACE\",7682:\"INCR\",7683:\"DECR\",7936:\"VENDOR\",7937:\"RENDERER\",7938:\"VERSION\",9728:\"NEAREST\",9729:\"LINEAR\",9984:\"NEAREST_MIPMAP_NEAREST\",9985:\"LINEAR_MIPMAP_NEAREST\",9986:\"NEAREST_MIPMAP_LINEAR\",9987:\"LINEAR_MIPMAP_LINEAR\",10240:\"TEXTURE_MAG_FILTER\",10241:\"TEXTURE_MIN_FILTER\",10242:\"TEXTURE_WRAP_S\",10243:\"TEXTURE_WRAP_T\",10497:\"REPEAT\",10752:\"POLYGON_OFFSET_UNITS\",16384:\"COLOR_BUFFER_BIT\",32769:\"CONSTANT_COLOR\",32770:\"ONE_MINUS_CONSTANT_COLOR\",32771:\"CONSTANT_ALPHA\",32772:\"ONE_MINUS_CONSTANT_ALPHA\",32773:\"BLEND_COLOR\",32774:\"FUNC_ADD\",32777:\"BLEND_EQUATION_RGB\",32778:\"FUNC_SUBTRACT\",32779:\"FUNC_REVERSE_SUBTRACT\",32819:\"UNSIGNED_SHORT_4_4_4_4\",32820:\"UNSIGNED_SHORT_5_5_5_1\",32823:\"POLYGON_OFFSET_FILL\",32824:\"POLYGON_OFFSET_FACTOR\",32854:\"RGBA4\",32855:\"RGB5_A1\",32873:\"TEXTURE_BINDING_2D\",32926:\"SAMPLE_ALPHA_TO_COVERAGE\",32928:\"SAMPLE_COVERAGE\",32936:\"SAMPLE_BUFFERS\",32937:\"SAMPLES\",32938:\"SAMPLE_COVERAGE_VALUE\",32939:\"SAMPLE_COVERAGE_INVERT\",32968:\"BLEND_DST_RGB\",32969:\"BLEND_SRC_RGB\",32970:\"BLEND_DST_ALPHA\",32971:\"BLEND_SRC_ALPHA\",33071:\"CLAMP_TO_EDGE\",33170:\"GENERATE_MIPMAP_HINT\",33189:\"DEPTH_COMPONENT16\",33306:\"DEPTH_STENCIL_ATTACHMENT\",33635:\"UNSIGNED_SHORT_5_6_5\",33648:\"MIRRORED_REPEAT\",33901:\"ALIASED_POINT_SIZE_RANGE\",33902:\"ALIASED_LINE_WIDTH_RANGE\",33984:\"TEXTURE0\",33985:\"TEXTURE1\",33986:\"TEXTURE2\",33987:\"TEXTURE3\",33988:\"TEXTURE4\",33989:\"TEXTURE5\",33990:\"TEXTURE6\",33991:\"TEXTURE7\",33992:\"TEXTURE8\",33993:\"TEXTURE9\",33994:\"TEXTURE10\",33995:\"TEXTURE11\",33996:\"TEXTURE12\",33997:\"TEXTURE13\",33998:\"TEXTURE14\",33999:\"TEXTURE15\",34e3:\"TEXTURE16\",34001:\"TEXTURE17\",34002:\"TEXTURE18\",34003:\"TEXTURE19\",34004:\"TEXTURE20\",34005:\"TEXTURE21\",34006:\"TEXTURE22\",34007:\"TEXTURE23\",34008:\"TEXTURE24\",34009:\"TEXTURE25\",34010:\"TEXTURE26\",34011:\"TEXTURE27\",34012:\"TEXTURE28\",34013:\"TEXTURE29\",34014:\"TEXTURE30\",34015:\"TEXTURE31\",34016:\"ACTIVE_TEXTURE\",34024:\"MAX_RENDERBUFFER_SIZE\",34041:\"DEPTH_STENCIL\",34055:\"INCR_WRAP\",34056:\"DECR_WRAP\",34067:\"TEXTURE_CUBE_MAP\",34068:\"TEXTURE_BINDING_CUBE_MAP\",34069:\"TEXTURE_CUBE_MAP_POSITIVE_X\",34070:\"TEXTURE_CUBE_MAP_NEGATIVE_X\",34071:\"TEXTURE_CUBE_MAP_POSITIVE_Y\",34072:\"TEXTURE_CUBE_MAP_NEGATIVE_Y\",34073:\"TEXTURE_CUBE_MAP_POSITIVE_Z\",34074:\"TEXTURE_CUBE_MAP_NEGATIVE_Z\",34076:\"MAX_CUBE_MAP_TEXTURE_SIZE\",34338:\"VERTEX_ATTRIB_ARRAY_ENABLED\",34339:\"VERTEX_ATTRIB_ARRAY_SIZE\",34340:\"VERTEX_ATTRIB_ARRAY_STRIDE\",34341:\"VERTEX_ATTRIB_ARRAY_TYPE\",34342:\"CURRENT_VERTEX_ATTRIB\",34373:\"VERTEX_ATTRIB_ARRAY_POINTER\",34466:\"NUM_COMPRESSED_TEXTURE_FORMATS\",34467:\"COMPRESSED_TEXTURE_FORMATS\",34660:\"BUFFER_SIZE\",34661:\"BUFFER_USAGE\",34816:\"STENCIL_BACK_FUNC\",34817:\"STENCIL_BACK_FAIL\",34818:\"STENCIL_BACK_PASS_DEPTH_FAIL\",34819:\"STENCIL_BACK_PASS_DEPTH_PASS\",34877:\"BLEND_EQUATION_ALPHA\",34921:\"MAX_VERTEX_ATTRIBS\",34922:\"VERTEX_ATTRIB_ARRAY_NORMALIZED\",34930:\"MAX_TEXTURE_IMAGE_UNITS\",34962:\"ARRAY_BUFFER\",34963:\"ELEMENT_ARRAY_BUFFER\",34964:\"ARRAY_BUFFER_BINDING\",34965:\"ELEMENT_ARRAY_BUFFER_BINDING\",34975:\"VERTEX_ATTRIB_ARRAY_BUFFER_BINDING\",35040:\"STREAM_DRAW\",35044:\"STATIC_DRAW\",35048:\"DYNAMIC_DRAW\",35632:\"FRAGMENT_SHADER\",35633:\"VERTEX_SHADER\",35660:\"MAX_VERTEX_TEXTURE_IMAGE_UNITS\",35661:\"MAX_COMBINED_TEXTURE_IMAGE_UNITS\",35663:\"SHADER_TYPE\",35664:\"FLOAT_VEC2\",35665:\"FLOAT_VEC3\",35666:\"FLOAT_VEC4\",35667:\"INT_VEC2\",35668:\"INT_VEC3\",35669:\"INT_VEC4\",35670:\"BOOL\",35671:\"BOOL_VEC2\",35672:\"BOOL_VEC3\",35673:\"BOOL_VEC4\",35674:\"FLOAT_MAT2\",35675:\"FLOAT_MAT3\",35676:\"FLOAT_MAT4\",35678:\"SAMPLER_2D\",35680:\"SAMPLER_CUBE\",35712:\"DELETE_STATUS\",35713:\"COMPILE_STATUS\",35714:\"LINK_STATUS\",35715:\"VALIDATE_STATUS\",35716:\"INFO_LOG_LENGTH\",35717:\"ATTACHED_SHADERS\",35718:\"ACTIVE_UNIFORMS\",35719:\"ACTIVE_UNIFORM_MAX_LENGTH\",35720:\"SHADER_SOURCE_LENGTH\",35721:\"ACTIVE_ATTRIBUTES\",35722:\"ACTIVE_ATTRIBUTE_MAX_LENGTH\",35724:\"SHADING_LANGUAGE_VERSION\",35725:\"CURRENT_PROGRAM\",36003:\"STENCIL_BACK_REF\",36004:\"STENCIL_BACK_VALUE_MASK\",36005:\"STENCIL_BACK_WRITEMASK\",36006:\"FRAMEBUFFER_BINDING\",36007:\"RENDERBUFFER_BINDING\",36048:\"FRAMEBUFFER_ATTACHMENT_OBJECT_TYPE\",36049:\"FRAMEBUFFER_ATTACHMENT_OBJECT_NAME\",36050:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_LEVEL\",36051:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_CUBE_MAP_FACE\",36053:\"FRAMEBUFFER_COMPLETE\",36054:\"FRAMEBUFFER_INCOMPLETE_ATTACHMENT\",36055:\"FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT\",36057:\"FRAMEBUFFER_INCOMPLETE_DIMENSIONS\",36061:\"FRAMEBUFFER_UNSUPPORTED\",36064:\"COLOR_ATTACHMENT0\",36096:\"DEPTH_ATTACHMENT\",36128:\"STENCIL_ATTACHMENT\",36160:\"FRAMEBUFFER\",36161:\"RENDERBUFFER\",36162:\"RENDERBUFFER_WIDTH\",36163:\"RENDERBUFFER_HEIGHT\",36164:\"RENDERBUFFER_INTERNAL_FORMAT\",36168:\"STENCIL_INDEX8\",36176:\"RENDERBUFFER_RED_SIZE\",36177:\"RENDERBUFFER_GREEN_SIZE\",36178:\"RENDERBUFFER_BLUE_SIZE\",36179:\"RENDERBUFFER_ALPHA_SIZE\",36180:\"RENDERBUFFER_DEPTH_SIZE\",36181:\"RENDERBUFFER_STENCIL_SIZE\",36194:\"RGB565\",36336:\"LOW_FLOAT\",36337:\"MEDIUM_FLOAT\",36338:\"HIGH_FLOAT\",36339:\"LOW_INT\",36340:\"MEDIUM_INT\",36341:\"HIGH_INT\",36346:\"SHADER_COMPILER\",36347:\"MAX_VERTEX_UNIFORM_VECTORS\",36348:\"MAX_VARYING_VECTORS\",36349:\"MAX_FRAGMENT_UNIFORM_VECTORS\",37440:\"UNPACK_FLIP_Y_WEBGL\",37441:\"UNPACK_PREMULTIPLY_ALPHA_WEBGL\",37442:\"CONTEXT_LOST_WEBGL\",37443:\"UNPACK_COLORSPACE_CONVERSION_WEBGL\",37444:\"BROWSER_DEFAULT_WEBGL\"}},6603:function(t,e,r){var n=r(1950);t.exports=function(t){return n[t]}},3110:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl,r=n(e),o=i(e,[{buffer:r,type:e.FLOAT,size:3,offset:0,stride:40},{buffer:r,type:e.FLOAT,size:4,offset:12,stride:40},{buffer:r,type:e.FLOAT,size:3,offset:28,stride:40}]),l=a(e);l.attributes.position.location=0,l.attributes.color.location=1,l.attributes.offset.location=2;var u=new s(e,r,o,l);return u.update(t),u};var n=r(5827),i=r(2944),a=r(7667),o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.shader=n,this.buffer=e,this.vao=r,this.pixelRatio=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lineWidth=[1,1,1],this.capSize=[10,10,10],this.lineCount=[0,0,0],this.lineOffset=[0,0,0],this.opacity=1,this.hasAlpha=!1}var l=s.prototype;function u(t,e){for(var r=0;r<3;++r)t[0][r]=Math.min(t[0][r],e[r]),t[1][r]=Math.max(t[1][r],e[r])}l.isOpaque=function(){return!this.hasAlpha},l.isTransparent=function(){return this.hasAlpha},l.drawTransparent=l.draw=function(t){var e=this.gl,r=this.shader.uniforms;this.shader.bind();var n=r.view=t.view||o,i=r.projection=t.projection||o;r.model=t.model||o,r.clipBounds=this.clipBounds,r.opacity=this.opacity;var a=n[12],s=n[13],l=n[14],u=n[15],c=(t._ortho?2:1)*this.pixelRatio*(i[3]*a+i[7]*s+i[11]*l+i[15]*u)/e.drawingBufferHeight;this.vao.bind();for(var f=0;f<3;++f)e.lineWidth(this.lineWidth[f]*this.pixelRatio),r.capSize=this.capSize[f]*c,this.lineCount[f]&&e.drawArrays(e.LINES,this.lineOffset[f],this.lineCount[f]);this.vao.unbind()};var c=function(){for(var t=new Array(3),e=0;e<3;++e){for(var r=[],n=1;n<=2;++n)for(var i=-1;i<=1;i+=2){var a=[0,0,0];a[(n+e)%3]=i,r.push(a)}t[e]=r}return t}();function f(t,e,r,n){for(var i=c[n],a=0;a<i.length;++a){var o=i[a];t.push(e[0],e[1],e[2],r[0],r[1],r[2],r[3],o[0],o[1],o[2])}return i.length}l.update=function(t){\"lineWidth\"in(t=t||{})&&(this.lineWidth=t.lineWidth,Array.isArray(this.lineWidth)||(this.lineWidth=[this.lineWidth,this.lineWidth,this.lineWidth])),\"capSize\"in t&&(this.capSize=t.capSize,Array.isArray(this.capSize)||(this.capSize=[this.capSize,this.capSize,this.capSize])),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var e=t.color||[[0,0,0],[0,0,0],[0,0,0]],r=t.position,n=t.error;if(Array.isArray(e[0])||(e=[e,e,e]),r&&n){var i=[],a=r.length,o=0;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.lineCount=[0,0,0];for(var s=0;s<3;++s){this.lineOffset[s]=o;t:for(var l=0;l<a;++l){for(var c=r[l],h=0;h<3;++h)if(isNaN(c[h])||!isFinite(c[h]))continue t;var p,d=n[l],v=e[s];Array.isArray(v[0])&&(v=e[l]),3===v.length?v=[v[0],v[1],v[2],1]:4===v.length&&(v=[v[0],v[1],v[2],v[3]],!this.hasAlpha&&v[3]<1&&(this.hasAlpha=!0)),isNaN(d[0][s])||isNaN(d[1][s])||(d[0][s]<0&&((p=c.slice())[s]+=d[0][s],i.push(c[0],c[1],c[2],v[0],v[1],v[2],v[3],0,0,0,p[0],p[1],p[2],v[0],v[1],v[2],v[3],0,0,0),u(this.bounds,p),o+=2+f(i,p,v,s)),d[1][s]>0&&((p=c.slice())[s]+=d[1][s],i.push(c[0],c[1],c[2],v[0],v[1],v[2],v[3],0,0,0,p[0],p[1],p[2],v[0],v[1],v[2],v[3],0,0,0),u(this.bounds,p),o+=2+f(i,p,v,s)))}this.lineCount[s]=o-this.lineOffset[s]}this.buffer.update(i)}},l.dispose=function(){this.shader.dispose(),this.buffer.dispose(),this.vao.dispose()}},7667:function(t,e,r){\"use strict\";var n=r(6832),i=r(5158),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, offset;\\nattribute vec4 color;\\nuniform mat4 model, view, projection;\\nuniform float capSize;\\nvarying vec4 fragColor;\\nvarying vec3 fragPosition;\\n\\nvoid main() {\\n  vec4 worldPosition  = model * vec4(position, 1.0);\\n  worldPosition       = (worldPosition / worldPosition.w) + vec4(capSize * offset, 0.0);\\n  gl_Position         = projection * view * worldPosition;\\n  fragColor           = color;\\n  fragPosition        = position;\\n}\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float opacity;\\nvarying vec3 fragPosition;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], fragPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  gl_FragColor = opacity * fragColor;\\n}\"]);t.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"offset\",type:\"vec3\"}])}},4234:function(t,e,r){\"use strict\";var n=r(8931);t.exports=function(t,e,r,n){i||(i=t.FRAMEBUFFER_UNSUPPORTED,a=t.FRAMEBUFFER_INCOMPLETE_ATTACHMENT,o=t.FRAMEBUFFER_INCOMPLETE_DIMENSIONS,s=t.FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT);var u=t.getExtension(\"WEBGL_draw_buffers\");if(!l&&u&&function(t,e){var r=t.getParameter(e.MAX_COLOR_ATTACHMENTS_WEBGL);l=new Array(r+1);for(var n=0;n<=r;++n){for(var i=new Array(r),a=0;a<n;++a)i[a]=t.COLOR_ATTACHMENT0+a;for(a=n;a<r;++a)i[a]=t.NONE;l[n]=i}}(t,u),Array.isArray(e)&&(n=r,r=0|e[1],e=0|e[0]),\"number\"!=typeof e)throw new Error(\"gl-fbo: Missing shape parameter\");var c=t.getParameter(t.MAX_RENDERBUFFER_SIZE);if(e<0||e>c||r<0||r>c)throw new Error(\"gl-fbo: Parameters are too large for FBO\");var f=1;if(\"color\"in(n=n||{})){if((f=Math.max(0|n.color,0))<0)throw new Error(\"gl-fbo: Must specify a nonnegative number of colors\");if(f>1){if(!u)throw new Error(\"gl-fbo: Multiple draw buffer extension not supported\");if(f>t.getParameter(u.MAX_COLOR_ATTACHMENTS_WEBGL))throw new Error(\"gl-fbo: Context does not support \"+f+\" draw buffers\")}}var h=t.UNSIGNED_BYTE,p=t.getExtension(\"OES_texture_float\");if(n.float&&f>0){if(!p)throw new Error(\"gl-fbo: Context does not support floating point textures\");h=t.FLOAT}else n.preferFloat&&f>0&&p&&(h=t.FLOAT);var v=!0;\"depth\"in n&&(v=!!n.depth);var g=!1;return\"stencil\"in n&&(g=!!n.stencil),new d(t,e,r,h,f,v,g,u)};var i,a,o,s,l=null;function u(t){return[t.getParameter(t.FRAMEBUFFER_BINDING),t.getParameter(t.RENDERBUFFER_BINDING),t.getParameter(t.TEXTURE_BINDING_2D)]}function c(t,e){t.bindFramebuffer(t.FRAMEBUFFER,e[0]),t.bindRenderbuffer(t.RENDERBUFFER,e[1]),t.bindTexture(t.TEXTURE_2D,e[2])}function f(t){switch(t){case i:throw new Error(\"gl-fbo: Framebuffer unsupported\");case a:throw new Error(\"gl-fbo: Framebuffer incomplete attachment\");case o:throw new Error(\"gl-fbo: Framebuffer incomplete dimensions\");case s:throw new Error(\"gl-fbo: Framebuffer incomplete missing attachment\");default:throw new Error(\"gl-fbo: Framebuffer failed for unspecified reason\")}}function h(t,e,r,i,a,o){if(!i)return null;var s=n(t,e,r,a,i);return s.magFilter=t.NEAREST,s.minFilter=t.NEAREST,s.mipSamples=1,s.bind(),t.framebufferTexture2D(t.FRAMEBUFFER,o,t.TEXTURE_2D,s.handle,0),s}function p(t,e,r,n,i){var a=t.createRenderbuffer();return t.bindRenderbuffer(t.RENDERBUFFER,a),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,i,t.RENDERBUFFER,a),a}function d(t,e,r,n,i,a,o,s){this.gl=t,this._shape=[0|e,0|r],this._destroyed=!1,this._ext=s,this.color=new Array(i);for(var d=0;d<i;++d)this.color[d]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=a,this._useStencil=o;var v=this,g=[0|e,0|r];Object.defineProperties(g,{0:{get:function(){return v._shape[0]},set:function(t){return v.width=t}},1:{get:function(){return v._shape[1]},set:function(t){return v.height=t}}}),this._shapeVector=g,function(t){var e=u(t.gl),r=t.gl,n=t.handle=r.createFramebuffer(),i=t._shape[0],a=t._shape[1],o=t.color.length,s=t._ext,d=t._useStencil,v=t._useDepth,g=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,n);for(var y=0;y<o;++y)t.color[y]=h(r,i,a,g,r.RGBA,r.COLOR_ATTACHMENT0+y);0===o?(t._color_rb=p(r,i,a,r.RGBA4,r.COLOR_ATTACHMENT0),s&&s.drawBuffersWEBGL(l[0])):o>1&&s.drawBuffersWEBGL(l[o]);var m=r.getExtension(\"WEBGL_depth_texture\");m?d?t.depth=h(r,i,a,m.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):v&&(t.depth=h(r,i,a,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):v&&d?t._depth_rb=p(r,i,a,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):v?t._depth_rb=p(r,i,a,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):d&&(t._depth_rb=p(r,i,a,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var x=r.checkFramebufferStatus(r.FRAMEBUFFER);if(x!==r.FRAMEBUFFER_COMPLETE){for(t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&&(t.depth.dispose(),t.depth=null),t._depth_rb&&(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null),y=0;y<t.color.length;++y)t.color[y].dispose(),t.color[y]=null;t._color_rb&&(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),c(r,e),f(x)}c(r,e)}(this)}var v=d.prototype;function g(t,e,r){if(t._destroyed)throw new Error(\"gl-fbo: Can't resize destroyed FBO\");if(t._shape[0]!==e||t._shape[1]!==r){var n=t.gl,i=n.getParameter(n.MAX_RENDERBUFFER_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-fbo: Can't resize FBO, invalid dimensions\");t._shape[0]=e,t._shape[1]=r;for(var a=u(n),o=0;o<t.color.length;++o)t.color[o].shape=t._shape;t._color_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._color_rb),n.renderbufferStorage(n.RENDERBUFFER,n.RGBA4,t._shape[0],t._shape[1])),t.depth&&(t.depth.shape=t._shape),t._depth_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._depth_rb),t._useDepth&&t._useStencil?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_STENCIL,t._shape[0],t._shape[1]):t._useDepth?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_COMPONENT16,t._shape[0],t._shape[1]):t._useStencil&&n.renderbufferStorage(n.RENDERBUFFER,n.STENCIL_INDEX,t._shape[0],t._shape[1])),n.bindFramebuffer(n.FRAMEBUFFER,t.handle);var s=n.checkFramebufferStatus(n.FRAMEBUFFER);s!==n.FRAMEBUFFER_COMPLETE&&(t.dispose(),c(n,a),f(s)),c(n,a)}}Object.defineProperties(v,{shape:{get:function(){return this._destroyed?[0,0]:this._shapeVector},set:function(t){if(Array.isArray(t)||(t=[0|t,0|t]),2!==t.length)throw new Error(\"gl-fbo: Shape vector must be length 2\");var e=0|t[0],r=0|t[1];return g(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return g(this,t|=0,this._shape[1]),t},enumerable:!1},height:{get:function(){return this._destroyed?0:this._shape[1]},set:function(t){return t|=0,g(this,this._shape[0],t),t},enumerable:!1}}),v.bind=function(){if(!this._destroyed){var t=this.gl;t.bindFramebuffer(t.FRAMEBUFFER,this.handle),t.viewport(0,0,this._shape[0],this._shape[1])}},v.dispose=function(){if(!this._destroyed){this._destroyed=!0;var t=this.gl;t.deleteFramebuffer(this.handle),this.handle=null,this.depth&&(this.depth.dispose(),this.depth=null),this._depth_rb&&(t.deleteRenderbuffer(this._depth_rb),this._depth_rb=null);for(var e=0;e<this.color.length;++e)this.color[e].dispose(),this.color[e]=null;this._color_rb&&(t.deleteRenderbuffer(this._color_rb),this._color_rb=null)}}},3530:function(t,e,r){var n=r(8974).sprintf,i=r(6603),a=r(9365),o=r(8008);t.exports=function(t,e,r){\"use strict\";var s=a(e)||\"of unknown name (see npm glsl-shader-name)\",l=\"unknown type\";void 0!==r&&(l=r===i.FRAGMENT_SHADER?\"fragment\":\"vertex\");for(var u=n(\"Error compiling %s shader %s:\\n\",l,s),c=n(\"%s%s\",u,t),f=t.split(\"\\n\"),h={},p=0;p<f.length;p++){var d=f[p];if(\"\"!==d&&\"\\0\"!==d){var v=parseInt(d.split(\":\")[2]);if(isNaN(v))throw new Error(n(\"Could not parse error: %s\",d));h[v]=d}}var g=o(e).split(\"\\n\");for(p=0;p<g.length;p++)if((h[p+3]||h[p+2]||h[p+1])&&(u+=g[p]+\"\\n\",h[p+1])){var y=h[p+1];y=y.substr(y.split(\":\",3).join(\":\").length+1).trim(),u+=n(\"^^^ %s\\n\\n\",y)}return{long:u.trim(),short:c.trim()}}},6386:function(t,e,r){\"use strict\";t.exports=function(t,e){var r=t.gl,n=new u(t,o(r,l.vertex,l.fragment),o(r,l.pickVertex,l.pickFragment),s(r),s(r),s(r),s(r));return n.update(e),t.addObject(n),n};var n=r(5070),i=r(9560),a=r(5306),o=r(5158),s=r(5827),l=r(1292);function u(t,e,r,n,i,a,o){this.plot=t,this.shader=e,this.pickShader=r,this.positionBuffer=n,this.weightBuffer=i,this.colorBuffer=a,this.idBuffer=o,this.xData=[],this.yData=[],this.shape=[0,0],this.bounds=[1/0,1/0,-1/0,-1/0],this.pickOffset=0}var c,f=u.prototype,h=[0,0,1,0,0,1,1,0,1,1,0,1];f.draw=(c=[1,0,0,0,1,0,0,0,1],function(){var t=this.plot,e=this.shader,r=this.bounds,n=this.numVertices;if(!(n<=0)){var i=t.gl,a=t.dataBox,o=r[2]-r[0],s=r[3]-r[1],l=a[2]-a[0],u=a[3]-a[1];c[0]=2*o/l,c[4]=2*s/u,c[6]=2*(r[0]-a[0])/l-1,c[7]=2*(r[1]-a[1])/u-1,e.bind();var f=e.uniforms;f.viewTransform=c,f.shape=this.shape;var h=e.attributes;this.positionBuffer.bind(),h.position.pointer(),this.weightBuffer.bind(),h.weight.pointer(i.UNSIGNED_BYTE,!1),this.colorBuffer.bind(),h.color.pointer(i.UNSIGNED_BYTE,!0),i.drawArrays(i.TRIANGLES,0,n)}}),f.drawPick=function(){var t=[1,0,0,0,1,0,0,0,1],e=[0,0,0,0];return function(r){var n=this.plot,i=this.pickShader,a=this.bounds,o=this.numVertices;if(!(o<=0)){var s=n.gl,l=n.dataBox,u=a[2]-a[0],c=a[3]-a[1],f=l[2]-l[0],h=l[3]-l[1];t[0]=2*u/f,t[4]=2*c/h,t[6]=2*(a[0]-l[0])/f-1,t[7]=2*(a[1]-l[1])/h-1;for(var p=0;p<4;++p)e[p]=r>>8*p&255;this.pickOffset=r,i.bind();var d=i.uniforms;d.viewTransform=t,d.pickOffset=e,d.shape=this.shape;var v=i.attributes;return this.positionBuffer.bind(),v.position.pointer(),this.weightBuffer.bind(),v.weight.pointer(s.UNSIGNED_BYTE,!1),this.idBuffer.bind(),v.pickId.pointer(s.UNSIGNED_BYTE,!1),s.drawArrays(s.TRIANGLES,0,o),r+this.shape[0]*this.shape[1]}}}(),f.pick=function(t,e,r){var n=this.pickOffset,i=this.shape[0]*this.shape[1];if(r<n||r>=n+i)return null;var a=r-n,o=this.xData,s=this.yData;return{object:this,pointId:a,dataCoord:[o[a%this.shape[0]],s[a/this.shape[0]|0]]}},f.update=function(t){var e=(t=t||{}).shape||[0,0],r=t.x||i(e[0]),o=t.y||i(e[1]),s=t.z||new Float32Array(e[0]*e[1]),l=!1!==t.zsmooth;this.xData=r,this.yData=o;var u,c,f,p,d=t.colorLevels||[0],v=t.colorValues||[0,0,0,1],g=d.length,y=this.bounds;l?(u=y[0]=r[0],c=y[1]=o[0],f=y[2]=r[r.length-1],p=y[3]=o[o.length-1]):(u=y[0]=r[0]+(r[1]-r[0])/2,c=y[1]=o[0]+(o[1]-o[0])/2,f=y[2]=r[r.length-1]+(r[r.length-1]-r[r.length-2])/2,p=y[3]=o[o.length-1]+(o[o.length-1]-o[o.length-2])/2);var m=1/(f-u),x=1/(p-c),b=e[0],_=e[1];this.shape=[b,_];var w=(l?(b-1)*(_-1):b*_)*(h.length>>>1);this.numVertices=w;for(var T=a.mallocUint8(4*w),k=a.mallocFloat32(2*w),A=a.mallocUint8(2*w),M=a.mallocUint32(w),S=0,E=l?b-1:b,L=l?_-1:_,C=0;C<L;++C){var P,O;l?(P=x*(o[C]-c),O=x*(o[C+1]-c)):(P=C<_-1?x*(o[C]-(o[C+1]-o[C])/2-c):x*(o[C]-(o[C]-o[C-1])/2-c),O=C<_-1?x*(o[C]+(o[C+1]-o[C])/2-c):x*(o[C]+(o[C]-o[C-1])/2-c));for(var I=0;I<E;++I){var D,z;l?(D=m*(r[I]-u),z=m*(r[I+1]-u)):(D=I<b-1?m*(r[I]-(r[I+1]-r[I])/2-u):m*(r[I]-(r[I]-r[I-1])/2-u),z=I<b-1?m*(r[I]+(r[I+1]-r[I])/2-u):m*(r[I]+(r[I]-r[I-1])/2-u));for(var R=0;R<h.length;R+=2){var F,B,N,j,U=h[R],V=h[R+1],H=s[l?(C+V)*b+(I+U):C*b+I],q=n.le(d,H);if(q<0)F=v[0],B=v[1],N=v[2],j=v[3];else if(q===g-1)F=v[4*g-4],B=v[4*g-3],N=v[4*g-2],j=v[4*g-1];else{var G=(H-d[q])/(d[q+1]-d[q]),Z=1-G,Y=4*q,W=4*(q+1);F=Z*v[Y]+G*v[W],B=Z*v[Y+1]+G*v[W+1],N=Z*v[Y+2]+G*v[W+2],j=Z*v[Y+3]+G*v[W+3]}T[4*S]=255*F,T[4*S+1]=255*B,T[4*S+2]=255*N,T[4*S+3]=255*j,k[2*S]=.5*D+.5*z,k[2*S+1]=.5*P+.5*O,A[2*S]=U,A[2*S+1]=V,M[S]=C*b+I,S+=1}}}this.positionBuffer.update(k),this.weightBuffer.update(A),this.colorBuffer.update(T),this.idBuffer.update(M),a.free(k),a.free(T),a.free(A),a.free(M)},f.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBuffer.dispose(),this.weightBuffer.dispose(),this.colorBuffer.dispose(),this.idBuffer.dispose(),this.plot.removeObject(this)}},1292:function(t,e,r){\"use strict\";var n=r(6832);t.exports={fragment:n([\"precision lowp float;\\n#define GLSLIFY 1\\nvarying vec4 fragColor;\\nvoid main() {\\n  gl_FragColor = vec4(fragColor.rgb * fragColor.a, fragColor.a);\\n}\\n\"]),vertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 color;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  fragColor = color;\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"]),pickFragment:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nuniform vec2 shape;\\nuniform vec4 pickOffset;\\n\\nvoid main() {\\n  vec2 d = step(.5, vWeight);\\n  vec4 id = fragId + pickOffset;\\n  id.x += d.x + d.y*shape.x;\\n\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  gl_FragColor = id/255.;\\n}\\n\"]),pickVertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nvoid main() {\\n  vWeight = weight;\\n\\n  fragId = pickId;\\n\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"])}},248:function(t,e,r){var n=r(6832),i=r(5158),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, nextPosition;\\nattribute float arcLength, lineWidth;\\nattribute vec4 color;\\n\\nuniform vec2 screenShape;\\nuniform float pixelRatio;\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 fragColor;\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  vec4 startPoint = project(position);\\n  vec4 endPoint   = project(nextPosition);\\n\\n  vec2 A = startPoint.xy / startPoint.w;\\n  vec2 B =   endPoint.xy /   endPoint.w;\\n\\n  float clipAngle = atan(\\n    (B.y - A.y) * screenShape.y,\\n    (B.x - A.x) * screenShape.x\\n  );\\n\\n  vec2 offset = 0.5 * pixelRatio * lineWidth * vec2(\\n    sin(clipAngle),\\n    -cos(clipAngle)\\n  ) / screenShape;\\n\\n  gl_Position = vec4(startPoint.xy + startPoint.w * offset, startPoint.zw);\\n\\n  worldPosition = position;\\n  pixelArcLength = arcLength;\\n  fragColor = color;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3      clipBounds[2];\\nuniform sampler2D dashTexture;\\nuniform float     dashScale;\\nuniform float     opacity;\\n\\nvarying vec3    worldPosition;\\nvarying float   pixelArcLength;\\nvarying vec4    fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], worldPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  float dashWeight = texture2D(dashTexture, vec2(dashScale * pixelArcLength, 0)).r;\\n  if(dashWeight < 0.5) {\\n    discard;\\n  }\\n  gl_FragColor = fragColor * opacity;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\n#define FLOAT_MAX  1.70141184e38\\n#define FLOAT_MIN  1.17549435e-38\\n\\n// https://github.com/mikolalysenko/glsl-read-float/blob/master/index.glsl\\nvec4 packFloat(float v) {\\n  float av = abs(v);\\n\\n  //Handle special cases\\n  if(av < FLOAT_MIN) {\\n    return vec4(0.0, 0.0, 0.0, 0.0);\\n  } else if(v > FLOAT_MAX) {\\n    return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\\n  } else if(v < -FLOAT_MAX) {\\n    return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\\n  }\\n\\n  vec4 c = vec4(0,0,0,0);\\n\\n  //Compute exponent and mantissa\\n  float e = floor(log2(av));\\n  float m = av * pow(2.0, -e) - 1.0;\\n\\n  //Unpack mantissa\\n  c[1] = floor(128.0 * m);\\n  m -= c[1] / 128.0;\\n  c[2] = floor(32768.0 * m);\\n  m -= c[2] / 32768.0;\\n  c[3] = floor(8388608.0 * m);\\n\\n  //Unpack exponent\\n  float ebias = e + 127.0;\\n  c[0] = floor(ebias / 2.0);\\n  ebias -= c[0] * 2.0;\\n  c[1] += floor(ebias) * 128.0;\\n\\n  //Unpack sign bit\\n  c[0] += 128.0 * step(0.0, -v);\\n\\n  //Scale back to range\\n  return c / 255.0;\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform float pickId;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], worldPosition)) discard;\\n\\n  gl_FragColor = vec4(pickId/255.0, packFloat(pixelArcLength).xyz);\\n}\"]),l=[{name:\"position\",type:\"vec3\"},{name:\"nextPosition\",type:\"vec3\"},{name:\"arcLength\",type:\"float\"},{name:\"lineWidth\",type:\"float\"},{name:\"color\",type:\"vec4\"}];e.createShader=function(t){return i(t,a,o,null,l)},e.createPickShader=function(t){return i(t,a,s,null,l)}},6086:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl||t.scene&&t.scene.gl,r=f(e);r.attributes.position.location=0,r.attributes.nextPosition.location=1,r.attributes.arcLength.location=2,r.attributes.lineWidth.location=3,r.attributes.color.location=4;var o=h(e);o.attributes.position.location=0,o.attributes.nextPosition.location=1,o.attributes.arcLength.location=2,o.attributes.lineWidth.location=3,o.attributes.color.location=4;for(var s=n(e),l=i(e,[{buffer:s,size:3,offset:0,stride:48},{buffer:s,size:3,offset:12,stride:48},{buffer:s,size:1,offset:24,stride:48},{buffer:s,size:1,offset:28,stride:48},{buffer:s,size:4,offset:32,stride:48}]),c=u(new Array(1024),[256,1,4]),p=0;p<1024;++p)c.data[p]=255;var d=a(e,c);d.wrap=e.REPEAT;var v=new y(e,r,o,s,l,d);return v.update(t),v};var n=r(5827),i=r(2944),a=r(8931),o=new Uint8Array(4),s=new Float32Array(o.buffer),l=r(5070),u=r(5050),c=r(248),f=c.createShader,h=c.createPickShader,p=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function d(t,e){for(var r=0,n=0;n<3;++n){var i=t[n]-e[n];r+=i*i}return Math.sqrt(r)}function v(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r<3;++r)e[0][r]=Math.max(t[0][r],e[0][r]),e[1][r]=Math.min(t[1][r],e[1][r]);return e}function g(t,e,r,n){this.arcLength=t,this.position=e,this.index=r,this.dataCoordinate=n}function y(t,e,r,n,i,a){this.gl=t,this.shader=e,this.pickShader=r,this.buffer=n,this.vao=i,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.points=[],this.arcLength=[],this.vertexCount=0,this.bounds=[[0,0,0],[0,0,0]],this.pickId=0,this.lineWidth=1,this.texture=a,this.dashScale=1,this.opacity=1,this.hasAlpha=!1,this.dirty=!0,this.pixelRatio=1}var m=y.prototype;m.isTransparent=function(){return this.hasAlpha},m.isOpaque=function(){return!this.hasAlpha},m.pickSlots=1,m.setPickBase=function(t){this.pickId=t},m.drawTransparent=m.draw=function(t){if(this.vertexCount){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,clipBounds:v(this.clipBounds),dashTexture:this.texture.bind(),dashScale:this.dashScale/this.arcLength[this.arcLength.length-1],opacity:this.opacity,screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},m.drawPick=function(t){if(this.vertexCount){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,pickId:this.pickId,clipBounds:v(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},m.update=function(t){var e,r;this.dirty=!0;var n=!!t.connectGaps;\"dashScale\"in t&&(this.dashScale=t.dashScale),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var i=[],a=[],o=[],s=0,c=0,f=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],h=t.position||t.positions;if(h){var p=t.color||t.colors||[0,0,0,1],v=t.lineWidth||1,g=!1;t:for(e=1;e<h.length;++e){var y,m,x,b=h[e-1],_=h[e];for(a.push(s),o.push(b.slice()),r=0;r<3;++r){if(isNaN(b[r])||isNaN(_[r])||!isFinite(b[r])||!isFinite(_[r])){if(!n&&i.length>0){for(var w=0;w<24;++w)i.push(i[i.length-12]);c+=2,g=!0}continue t}f[0][r]=Math.min(f[0][r],b[r],_[r]),f[1][r]=Math.max(f[1][r],b[r],_[r])}Array.isArray(p[0])?(y=p.length>e-1?p[e-1]:p.length>0?p[p.length-1]:[0,0,0,1],m=p.length>e?p[e]:p.length>0?p[p.length-1]:[0,0,0,1]):y=m=p,3===y.length&&(y=[y[0],y[1],y[2],1]),3===m.length&&(m=[m[0],m[1],m[2],1]),!this.hasAlpha&&y[3]<1&&(this.hasAlpha=!0),x=Array.isArray(v)?v.length>e-1?v[e-1]:v.length>0?v[v.length-1]:[0,0,0,1]:v;var T=s;if(s+=d(b,_),g){for(r=0;r<2;++r)i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,y[0],y[1],y[2],y[3]);c+=2,g=!1}i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,y[0],y[1],y[2],y[3],b[0],b[1],b[2],_[0],_[1],_[2],T,-x,y[0],y[1],y[2],y[3],_[0],_[1],_[2],b[0],b[1],b[2],s,-x,m[0],m[1],m[2],m[3],_[0],_[1],_[2],b[0],b[1],b[2],s,x,m[0],m[1],m[2],m[3]),c+=4}}if(this.buffer.update(i),a.push(s),o.push(h[h.length-1].slice()),this.bounds=f,this.vertexCount=c,this.points=o,this.arcLength=a,\"dashes\"in t){var k=t.dashes.slice();for(k.unshift(0),e=1;e<k.length;++e)k[e]=k[e-1]+k[e];var A=u(new Array(1024),[256,1,4]);for(e=0;e<256;++e){for(r=0;r<4;++r)A.set(e,0,r,0);1&l.le(k,k[k.length-1]*e/255)?A.set(e,0,0,0):A.set(e,0,0,255)}this.texture.setPixels(A)}},m.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()},m.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=function(t,e,r,n){return o[0]=0,o[1]=r,o[2]=e,o[3]=t,s[0]}(t.value[0],t.value[1],t.value[2]),r=l.le(this.arcLength,e);if(r<0)return null;if(r===this.arcLength.length-1)return new g(this.arcLength[this.arcLength.length-1],this.points[this.points.length-1].slice(),r);for(var n=this.points[r],i=this.points[Math.min(r+1,this.points.length-1)],a=(e-this.arcLength[r])/(this.arcLength[r+1]-this.arcLength[r]),u=1-a,c=[0,0,0],f=0;f<3;++f)c[f]=u*n[f]+a*i[f];var h=Math.min(a<.5?r:r+1,this.points.length-1);return new g(e,c,h,this.points[h])}},7332:function(t){t.exports=function(t){var e=new Float32Array(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e}},9823:function(t){t.exports=function(){var t=new Float32Array(16);return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},7787:function(t){t.exports=function(t){var e=t[0],r=t[1],n=t[2],i=t[3],a=t[4],o=t[5],s=t[6],l=t[7],u=t[8],c=t[9],f=t[10],h=t[11],p=t[12],d=t[13],v=t[14],g=t[15];return(e*o-r*a)*(f*g-h*v)-(e*s-n*a)*(c*g-h*d)+(e*l-i*a)*(c*v-f*d)+(r*s-n*o)*(u*g-h*p)-(r*l-i*o)*(u*v-f*p)+(n*l-i*s)*(u*d-c*p)}},5950:function(t){t.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=r+r,s=n+n,l=i+i,u=r*o,c=n*o,f=n*s,h=i*o,p=i*s,d=i*l,v=a*o,g=a*s,y=a*l;return t[0]=1-f-d,t[1]=c+y,t[2]=h-g,t[3]=0,t[4]=c-y,t[5]=1-u-d,t[6]=p+v,t[7]=0,t[8]=h+g,t[9]=p-v,t[10]=1-u-f,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},7280:function(t){t.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=n+n,l=i+i,u=a+a,c=n*s,f=n*l,h=n*u,p=i*l,d=i*u,v=a*u,g=o*s,y=o*l,m=o*u;return t[0]=1-(p+v),t[1]=f+m,t[2]=h-y,t[3]=0,t[4]=f-m,t[5]=1-(c+v),t[6]=d+g,t[7]=0,t[8]=h+y,t[9]=d-g,t[10]=1-(c+p),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}},9947:function(t){t.exports=function(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},7437:function(t){t.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=e[4],s=e[5],l=e[6],u=e[7],c=e[8],f=e[9],h=e[10],p=e[11],d=e[12],v=e[13],g=e[14],y=e[15],m=r*s-n*o,x=r*l-i*o,b=r*u-a*o,_=n*l-i*s,w=n*u-a*s,T=i*u-a*l,k=c*v-f*d,A=c*g-h*d,M=c*y-p*d,S=f*g-h*v,E=f*y-p*v,L=h*y-p*g,C=m*L-x*E+b*S+_*M-w*A+T*k;return C?(C=1/C,t[0]=(s*L-l*E+u*S)*C,t[1]=(i*E-n*L-a*S)*C,t[2]=(v*T-g*w+y*_)*C,t[3]=(h*w-f*T-p*_)*C,t[4]=(l*M-o*L-u*A)*C,t[5]=(r*L-i*M+a*A)*C,t[6]=(g*b-d*T-y*x)*C,t[7]=(c*T-h*b+p*x)*C,t[8]=(o*E-s*M+u*k)*C,t[9]=(n*M-r*E-a*k)*C,t[10]=(d*w-v*b+y*m)*C,t[11]=(f*b-c*w-p*m)*C,t[12]=(s*A-o*S-l*k)*C,t[13]=(r*S-n*A+i*k)*C,t[14]=(v*x-d*_-g*m)*C,t[15]=(c*_-f*x+h*m)*C,t):null}},3012:function(t,e,r){var n=r(9947);t.exports=function(t,e,r,i){var a,o,s,l,u,c,f,h,p,d,v=e[0],g=e[1],y=e[2],m=i[0],x=i[1],b=i[2],_=r[0],w=r[1],T=r[2];return Math.abs(v-_)<1e-6&&Math.abs(g-w)<1e-6&&Math.abs(y-T)<1e-6?n(t):(f=v-_,h=g-w,p=y-T,a=x*(p*=d=1/Math.sqrt(f*f+h*h+p*p))-b*(h*=d),o=b*(f*=d)-m*p,s=m*h-x*f,(d=Math.sqrt(a*a+o*o+s*s))?(a*=d=1/d,o*=d,s*=d):(a=0,o=0,s=0),l=h*s-p*o,u=p*a-f*s,c=f*o-h*a,(d=Math.sqrt(l*l+u*u+c*c))?(l*=d=1/d,u*=d,c*=d):(l=0,u=0,c=0),t[0]=a,t[1]=l,t[2]=f,t[3]=0,t[4]=o,t[5]=u,t[6]=h,t[7]=0,t[8]=s,t[9]=c,t[10]=p,t[11]=0,t[12]=-(a*v+o*g+s*y),t[13]=-(l*v+u*g+c*y),t[14]=-(f*v+h*g+p*y),t[15]=1,t)}},104:function(t){t.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],u=e[6],c=e[7],f=e[8],h=e[9],p=e[10],d=e[11],v=e[12],g=e[13],y=e[14],m=e[15],x=r[0],b=r[1],_=r[2],w=r[3];return t[0]=x*n+b*s+_*f+w*v,t[1]=x*i+b*l+_*h+w*g,t[2]=x*a+b*u+_*p+w*y,t[3]=x*o+b*c+_*d+w*m,x=r[4],b=r[5],_=r[6],w=r[7],t[4]=x*n+b*s+_*f+w*v,t[5]=x*i+b*l+_*h+w*g,t[6]=x*a+b*u+_*p+w*y,t[7]=x*o+b*c+_*d+w*m,x=r[8],b=r[9],_=r[10],w=r[11],t[8]=x*n+b*s+_*f+w*v,t[9]=x*i+b*l+_*h+w*g,t[10]=x*a+b*u+_*p+w*y,t[11]=x*o+b*c+_*d+w*m,x=r[12],b=r[13],_=r[14],w=r[15],t[12]=x*n+b*s+_*f+w*v,t[13]=x*i+b*l+_*h+w*g,t[14]=x*a+b*u+_*p+w*y,t[15]=x*o+b*c+_*d+w*m,t}},5268:function(t){t.exports=function(t,e,r,n,i,a,o){var s=1/(e-r),l=1/(n-i),u=1/(a-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*u,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(o+a)*u,t[15]=1,t}},1120:function(t){t.exports=function(t,e,r,n,i){var a=1/Math.tan(e/2),o=1/(n-i);return t[0]=a/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=a,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=(i+n)*o,t[11]=-1,t[12]=0,t[13]=0,t[14]=2*i*n*o,t[15]=0,t}},4422:function(t){t.exports=function(t,e,r,n){var i,a,o,s,l,u,c,f,h,p,d,v,g,y,m,x,b,_,w,T,k,A,M,S,E=n[0],L=n[1],C=n[2],P=Math.sqrt(E*E+L*L+C*C);return Math.abs(P)<1e-6?null:(E*=P=1/P,L*=P,C*=P,i=Math.sin(r),o=1-(a=Math.cos(r)),s=e[0],l=e[1],u=e[2],c=e[3],f=e[4],h=e[5],p=e[6],d=e[7],v=e[8],g=e[9],y=e[10],m=e[11],x=E*E*o+a,b=L*E*o+C*i,_=C*E*o-L*i,w=E*L*o-C*i,T=L*L*o+a,k=C*L*o+E*i,A=E*C*o+L*i,M=L*C*o-E*i,S=C*C*o+a,t[0]=s*x+f*b+v*_,t[1]=l*x+h*b+g*_,t[2]=u*x+p*b+y*_,t[3]=c*x+d*b+m*_,t[4]=s*w+f*T+v*k,t[5]=l*w+h*T+g*k,t[6]=u*w+p*T+y*k,t[7]=c*w+d*T+m*k,t[8]=s*A+f*M+v*S,t[9]=l*A+h*M+g*S,t[10]=u*A+p*M+y*S,t[11]=c*A+d*M+m*S,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t)}},6109:function(t){t.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[4],o=e[5],s=e[6],l=e[7],u=e[8],c=e[9],f=e[10],h=e[11];return e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[4]=a*i+u*n,t[5]=o*i+c*n,t[6]=s*i+f*n,t[7]=l*i+h*n,t[8]=u*i-a*n,t[9]=c*i-o*n,t[10]=f*i-s*n,t[11]=h*i-l*n,t}},7115:function(t){t.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],u=e[8],c=e[9],f=e[10],h=e[11];return e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[0]=a*i-u*n,t[1]=o*i-c*n,t[2]=s*i-f*n,t[3]=l*i-h*n,t[8]=a*n+u*i,t[9]=o*n+c*i,t[10]=s*n+f*i,t[11]=l*n+h*i,t}},5240:function(t){t.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],u=e[4],c=e[5],f=e[6],h=e[7];return e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[0]=a*i+u*n,t[1]=o*i+c*n,t[2]=s*i+f*n,t[3]=l*i+h*n,t[4]=u*i-a*n,t[5]=c*i-o*n,t[6]=f*i-s*n,t[7]=h*i-l*n,t}},3668:function(t){t.exports=function(t,e,r){var n=r[0],i=r[1],a=r[2];return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*i,t[5]=e[5]*i,t[6]=e[6]*i,t[7]=e[7]*i,t[8]=e[8]*a,t[9]=e[9]*a,t[10]=e[10]*a,t[11]=e[11]*a,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},998:function(t){t.exports=function(t,e,r){var n,i,a,o,s,l,u,c,f,h,p,d,v=r[0],g=r[1],y=r[2];return e===t?(t[12]=e[0]*v+e[4]*g+e[8]*y+e[12],t[13]=e[1]*v+e[5]*g+e[9]*y+e[13],t[14]=e[2]*v+e[6]*g+e[10]*y+e[14],t[15]=e[3]*v+e[7]*g+e[11]*y+e[15]):(n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],u=e[6],c=e[7],f=e[8],h=e[9],p=e[10],d=e[11],t[0]=n,t[1]=i,t[2]=a,t[3]=o,t[4]=s,t[5]=l,t[6]=u,t[7]=c,t[8]=f,t[9]=h,t[10]=p,t[11]=d,t[12]=n*v+s*g+f*y+e[12],t[13]=i*v+l*g+h*y+e[13],t[14]=a*v+u*g+p*y+e[14],t[15]=o*v+c*g+d*y+e[15]),t}},2142:function(t){t.exports=function(t,e){if(t===e){var r=e[1],n=e[2],i=e[3],a=e[6],o=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=r,t[6]=e[9],t[7]=e[13],t[8]=n,t[9]=a,t[11]=e[14],t[12]=i,t[13]=o,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},4340:function(t,e,r){\"use strict\";var n=r(957),i=r(7309);function a(t,e){for(var r=[0,0,0,0],n=0;n<4;++n)for(var i=0;i<4;++i)r[i]+=t[4*n+i]*e[n];return r}function o(t,e,r,n,i){for(var o=a(n,a(r,a(e,[t[0],t[1],t[2],1]))),s=0;s<3;++s)o[s]/=o[3];return[.5*i[0]*(1+o[0]),.5*i[1]*(1-o[1])]}function s(t,e){for(var r=[0,0,0],n=0;n<t.length;++n)for(var i=t[n],a=e[n],o=0;o<3;++o)r[o]+=a*i[o];return r}t.exports=function(t,e,r,a,l,u){if(1===t.length)return[0,t[0].slice()];for(var c=new Array(t.length),f=0;f<t.length;++f)c[f]=o(t[f],r,a,l,u);var h=0,p=1/0;for(f=0;f<c.length;++f){for(var d=0,v=0;v<2;++v)d+=Math.pow(c[f][v]-e[v],2);d<p&&(p=d,h=f)}var g=function(t,e){if(2===t.length){for(var r=0,a=0,o=0;o<2;++o)r+=Math.pow(e[o]-t[0][o],2),a+=Math.pow(e[o]-t[1][o],2);return(r=Math.sqrt(r))+(a=Math.sqrt(a))<1e-6?[1,0]:[a/(r+a),r/(a+r)]}if(3===t.length){var s=[0,0];return i(t[0],t[1],t[2],e,s),n(t,s)}return[]}(c,e),y=0;for(f=0;f<3;++f){if(g[f]<-.001||g[f]>1.0001)return null;y+=g[f]}return Math.abs(y-1)>.001?null:[h,s(t,g),g]}},2056:function(t,e,r){var n=r(6832),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, normal;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model\\n           , view\\n           , projection\\n           , inverseModel;\\nuniform vec3 eyePosition\\n           , lightPosition;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  gl_Position      = project(position);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * vec4(position , 1.0);\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal  = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  f_color          = color;\\n  f_data           = position;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\n//#pragma glslify: beckmann = require(glsl-specular-beckmann) // used in gl-surface3d\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness\\n            , fresnel\\n            , kambient\\n            , kdiffuse\\n            , kspecular;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (f_color.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], f_data)\\n  ) discard;\\n\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  //float specular = max(0.0, beckmann(L, V, N, roughness)); // used in gl-surface3d\\n\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = vec4(f_color.rgb, 1.0) * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * f_color.a;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_color = color;\\n  f_data  = position;\\n  f_uv    = uv;\\n}\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_data)) discard;\\n\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\nattribute float pointSize;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0 ,0.0 ,0.0);\\n  } else {\\n    gl_Position = projection * view * model * vec4(position, 1.0);\\n  }\\n  gl_PointSize = pointSize;\\n  f_color = color;\\n  f_uv = uv;\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  vec2 pointR = gl_PointCoord.xy - vec2(0.5, 0.5);\\n  if(dot(pointR, pointR) > 0.25) {\\n    discard;\\n  }\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_id        = id;\\n  f_position  = position;\\n}\"]),f=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]),h=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3  position;\\nattribute float pointSize;\\nattribute vec4  id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0, 0.0, 0.0);\\n  } else {\\n    gl_Position  = projection * view * model * vec4(position, 1.0);\\n    gl_PointSize = pointSize;\\n  }\\n  f_id         = id;\\n  f_position   = position;\\n}\"]),p=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n}\"]),d=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec3 contourColor;\\n\\nvoid main() {\\n  gl_FragColor = vec4(contourColor, 1.0);\\n}\\n\"]);e.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},e.wireShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},e.pointShader={vertex:l,fragment:u,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"pointSize\",type:\"float\"}]},e.pickShader={vertex:c,fragment:f,attributes:[{name:\"position\",type:\"vec3\"},{name:\"id\",type:\"vec4\"}]},e.pointPickShader={vertex:h,fragment:f,attributes:[{name:\"position\",type:\"vec3\"},{name:\"pointSize\",type:\"float\"},{name:\"id\",type:\"vec4\"}]},e.contourShader={vertex:p,fragment:d,attributes:[{name:\"position\",type:\"vec3\"}]}},8116:function(t,e,r){\"use strict\";var n=r(5158),i=r(5827),a=r(2944),o=r(8931),s=r(115),l=r(104),u=r(7437),c=r(5050),f=r(9156),h=r(7212),p=r(5306),d=r(2056),v=r(4340),g=d.meshShader,y=d.wireShader,m=d.pointShader,x=d.pickShader,b=d.pointPickShader,_=d.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function T(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v,g,y,m,x,b,_,T,k,A,M,S){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.lineShader=n,this.pointShader=i,this.pickShader=a,this.pointPickShader=o,this.contourShader=s,this.trianglePositions=l,this.triangleColors=c,this.triangleNormals=h,this.triangleUVs=f,this.triangleIds=u,this.triangleVAO=p,this.triangleCount=0,this.lineWidth=1,this.edgePositions=d,this.edgeColors=g,this.edgeUVs=y,this.edgeIds=v,this.edgeVAO=m,this.edgeCount=0,this.pointPositions=x,this.pointColors=_,this.pointUVs=T,this.pointSizes=k,this.pointIds=b,this.pointVAO=A,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=M,this.contourVAO=S,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickVertex=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.hasAlpha=!1,this.opacityscale=!1,this._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var k=T.prototype;function A(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}function M(t){var e=n(t,m.vertex,m.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.pointSize.location=4,e}function S(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function E(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function L(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e}k.isOpaque=function(){return!this.hasAlpha},k.isTransparent=function(){return this.hasAlpha},k.pickSlots=1,k.setPickBase=function(t){this.pickId=t},k.highlight=function(t){if(t&&this.contourEnable){for(var e=h(this.cells,this.intensity,t.intensity),r=e.cells,n=e.vertexIds,i=e.vertexWeights,a=r.length,o=p.mallocFloat32(6*a),s=0,l=0;l<a;++l)for(var u=r[l],c=0;c<2;++c){var f=u[0];2===u.length&&(f=u[c]);for(var d=n[f][0],v=n[f][1],g=i[f],y=1-g,m=this.positions[d],x=this.positions[v],b=0;b<3;++b)o[s++]=g*m[b]+y*x[b]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),p.free(o)}else this.contourCount=0},k.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"contourEnable\"in t&&(this.contourEnable=t.contourEnable),\"contourColor\"in t&&(this.contourColor=t.contourColor),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=t.opacity,this.opacity<1&&(this.hasAlpha=!0)),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale,this.hasAlpha=!0),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t,e){for(var r=f({colormap:t,nshades:256,format:\"rgba\"}),n=new Uint8Array(1024),i=0;i<256;++i){for(var a=r[i],o=0;o<3;++o)n[4*i+o]=a[o];n[4*i+3]=e?255*A(i/255,e):255*a[3]}return c(n,[256,256,4],[4,0,1])}(t.colormap,this.opacityscale)),this.texture.generateMipmap());var r=t.cells,n=t.positions;if(n&&r){var i=[],a=[],l=[],u=[],h=[],p=[],d=[],v=[],g=[],y=[],m=[],x=[],b=[],_=[];this.cells=r,this.positions=n;var w=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,M=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&&!T&&(T=s.faceNormals(r,n,M)),T||w||(w=s.vertexNormals(r,n,k));var S=t.vertexColors,E=t.cellColors,L=t.meshColor||[1,1,1,1],C=t.vertexUVs,P=t.vertexIntensity,O=t.cellUVs,I=t.cellIntensity,D=1/0,z=-1/0;if(!C&&!O)if(P)if(t.vertexIntensityBounds)D=+t.vertexIntensityBounds[0],z=+t.vertexIntensityBounds[1];else for(var R=0;R<P.length;++R){var F=P[R];D=Math.min(D,F),z=Math.max(z,F)}else if(I)if(t.cellIntensityBounds)D=+t.cellIntensityBounds[0],z=+t.cellIntensityBounds[1];else for(R=0;R<I.length;++R)F=I[R],D=Math.min(D,F),z=Math.max(z,F);else for(R=0;R<n.length;++R)F=n[R][2],D=Math.min(D,F),z=Math.max(z,F);this.intensity=P||I||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.pickVertex=!(I||E);var B=t.pointSizes,N=t.pointSize||1;for(this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],R=0;R<n.length;++R)for(var j=n[R],U=0;U<3;++U)!isNaN(j[U])&&isFinite(j[U])&&(this.bounds[0][U]=Math.min(this.bounds[0][U],j[U]),this.bounds[1][U]=Math.max(this.bounds[1][U],j[U]));var V=0,H=0,q=0;t:for(R=0;R<r.length;++R){var G=r[R];switch(G.length){case 1:for(j=n[Y=G[0]],U=0;U<3;++U)if(isNaN(j[U])||!isFinite(j[U]))continue t;y.push(j[0],j[1],j[2]),W=S?S[Y]:E?E[R]:L,this.opacityscale&&P?a.push(W[0],W[1],W[2],this.opacity*A((P[Y]-D)/(z-D),this.opacityscale)):3===W.length?m.push(W[0],W[1],W[2],this.opacity):(m.push(W[0],W[1],W[2],W[3]*this.opacity),W[3]<1&&(this.hasAlpha=!0)),X=C?C[Y]:P?[(P[Y]-D)/(z-D),0]:O?O[R]:I?[(I[R]-D)/(z-D),0]:[(j[2]-D)/(z-D),0],x.push(X[0],X[1]),B?b.push(B[Y]):b.push(N),_.push(R),q+=1;break;case 2:for(U=0;U<2;++U){j=n[Y=G[U]];for(var Z=0;Z<3;++Z)if(isNaN(j[Z])||!isFinite(j[Z]))continue t}for(U=0;U<2;++U)j=n[Y=G[U]],p.push(j[0],j[1],j[2]),W=S?S[Y]:E?E[R]:L,this.opacityscale&&P?a.push(W[0],W[1],W[2],this.opacity*A((P[Y]-D)/(z-D),this.opacityscale)):3===W.length?d.push(W[0],W[1],W[2],this.opacity):(d.push(W[0],W[1],W[2],W[3]*this.opacity),W[3]<1&&(this.hasAlpha=!0)),X=C?C[Y]:P?[(P[Y]-D)/(z-D),0]:O?O[R]:I?[(I[R]-D)/(z-D),0]:[(j[2]-D)/(z-D),0],v.push(X[0],X[1]),g.push(R);H+=1;break;case 3:for(U=0;U<3;++U)for(j=n[Y=G[U]],Z=0;Z<3;++Z)if(isNaN(j[Z])||!isFinite(j[Z]))continue t;for(U=0;U<3;++U){var Y,W,X,J;j=n[Y=G[2-U]],i.push(j[0],j[1],j[2]),(W=S?S[Y]:E?E[R]:L)?this.opacityscale&&P?a.push(W[0],W[1],W[2],this.opacity*A((P[Y]-D)/(z-D),this.opacityscale)):3===W.length?a.push(W[0],W[1],W[2],this.opacity):(a.push(W[0],W[1],W[2],W[3]*this.opacity),W[3]<1&&(this.hasAlpha=!0)):a.push(.5,.5,.5,1),X=C?C[Y]:P?[(P[Y]-D)/(z-D),0]:O?O[R]:I?[(I[R]-D)/(z-D),0]:[(j[2]-D)/(z-D),0],u.push(X[0],X[1]),J=w?w[Y]:T[R],l.push(J[0],J[1],J[2]),h.push(R)}V+=1}}this.pointCount=q,this.edgeCount=H,this.triangleCount=V,this.pointPositions.update(y),this.pointColors.update(m),this.pointUVs.update(x),this.pointSizes.update(b),this.pointIds.update(new Uint32Array(_)),this.edgePositions.update(p),this.edgeColors.update(d),this.edgeUVs.update(v),this.edgeIds.update(new Uint32Array(g)),this.trianglePositions.update(i),this.triangleColors.update(a),this.triangleUVs.update(u),this.triangleNormals.update(l),this.triangleIds.update(new Uint32Array(h))}},k.drawTransparent=k.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var s={model:r,view:n,projection:i,inverseModel:w.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],contourColor:this.contourColor,texture:0};s.inverseModel=u(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var c=new Array(16);for(l(c,s.view,s.model),l(c,s.projection,c),u(c,c),o=0;o<3;++o)s.eyePosition[o]=c[12+o]/c[15];var f,h=c[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*c[4*o+3];for(o=0;o<3;++o){for(var p=c[12+o],d=0;d<3;++d)p+=c[4*d+o]*this.lightPosition[d];s.lightPosition[o]=p/h}this.triangleCount>0&&((f=this.triShader).bind(),f.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&this.lineWidth>0&&((f=this.lineShader).bind(),f.uniforms=s,this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0&&((f=this.pointShader).bind(),f.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind()),this.contourEnable&&this.contourCount>0&&this.contourLineWidth>0&&((f=this.contourShader).bind(),f.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},k.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s,l={model:r,view:n,projection:i,clipBounds:a,pickId:this.pickId/255};(s=this.pickShader).bind(),s.uniforms=l,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0&&((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},k.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;for(var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions,i=new Array(r.length),a=0;a<r.length;++a)i[a]=n[r[a]];var o=t.coord[0],s=t.coord[1];if(!this.pickVertex){var l=this.positions[r[0]],u=this.positions[r[1]],c=this.positions[r[2]],f=[(l[0]+u[0]+c[0])/3,(l[1]+u[1]+c[1])/3,(l[2]+u[2]+c[2])/3];return{_cellCenter:!0,position:[o,s],index:e,cell:r,cellId:e,intensity:this.intensity[e],dataCoordinate:f}}var h=v(i,[o*this.pixelRatio,this._resolution[1]-s*this.pixelRatio],this._model,this._view,this._projection,this._resolution);if(!h)return null;var p=h[2],d=0;for(a=0;a<r.length;++a)d+=p[a]*this.intensity[r[a]];return{position:h[1],index:r[h[0]],cell:r,cellId:e,intensity:d,dataCoordinate:this.positions[r[h[0]]]}},k.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.lineShader.dispose(),this.pointShader.dispose(),this.pickShader.dispose(),this.pointPickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleNormals.dispose(),this.triangleIds.dispose(),this.edgeVAO.dispose(),this.edgePositions.dispose(),this.edgeColors.dispose(),this.edgeUVs.dispose(),this.edgeIds.dispose(),this.pointVAO.dispose(),this.pointPositions.dispose(),this.pointColors.dispose(),this.pointUVs.dispose(),this.pointSizes.dispose(),this.pointIds.dispose(),this.contourVAO.dispose(),this.contourPositions.dispose(),this.contourShader.dispose()},t.exports=function(t,e){if(1===arguments.length&&(t=(e=t).gl),!(t.getExtension(\"OES_standard_derivatives\")||t.getExtension(\"MOZ_OES_standard_derivatives\")||t.getExtension(\"WEBKIT_OES_standard_derivatives\")))throw new Error(\"derivatives not supported\");var r=function(t){var e=n(t,g.vertex,g.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.normal.location=4,e}(t),s=function(t){var e=n(t,y.vertex,y.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}(t),l=M(t),u=S(t),f=E(t),h=L(t),p=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));p.generateMipmap(),p.minFilter=t.LINEAR_MIPMAP_LINEAR,p.magFilter=t.LINEAR;var d=i(t),v=i(t),m=i(t),x=i(t),b=i(t),_=a(t,[{buffer:d,type:t.FLOAT,size:3},{buffer:b,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:v,type:t.FLOAT,size:4},{buffer:m,type:t.FLOAT,size:2},{buffer:x,type:t.FLOAT,size:3}]),w=i(t),k=i(t),A=i(t),C=i(t),P=a(t,[{buffer:w,type:t.FLOAT,size:3},{buffer:C,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:k,type:t.FLOAT,size:4},{buffer:A,type:t.FLOAT,size:2}]),O=i(t),I=i(t),D=i(t),z=i(t),R=i(t),F=a(t,[{buffer:O,type:t.FLOAT,size:3},{buffer:R,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:I,type:t.FLOAT,size:4},{buffer:D,type:t.FLOAT,size:2},{buffer:z,type:t.FLOAT,size:1}]),B=i(t),N=new T(t,p,r,s,l,u,f,h,d,b,v,m,x,_,w,C,k,A,P,O,R,I,D,z,F,B,a(t,[{buffer:B,type:t.FLOAT,size:3}]));return N.update(e),N}},4554:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new o(t,n(e,[0,0,0,1,1,0,1,1]),i(e,a.boxVert,a.lineFrag))};var n=r(5827),i=r(5158),a=r(2709);function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,u=o.prototype;u.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},u.drawBox=(s=[0,0],l=[0,0],function(t,e,r,n,i){var a=this.plot,o=this.shader,u=a.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,o.uniforms.lo=s,o.uniforms.hi=l,o.uniforms.color=i,u.drawArrays(u.TRIANGLE_STRIP,0,4)}),u.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},3016:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new s(t,n(e),i(e,o.gridVert,o.gridFrag),i(e,o.tickVert,o.gridFrag))};var n=r(5827),i=r(5158),a=r(5070),o=r(2709);function s(t,e,r,n){this.plot=t,this.vbo=e,this.shader=r,this.tickShader=n,this.ticks=[[],[]]}function l(t,e){return t-e}var u,c,f,h,p,d=s.prototype;d.draw=(u=[0,0],c=[0,0],f=[0,0],function(){for(var t=this.plot,e=this.vbo,r=this.shader,n=this.ticks,i=t.gl,a=t._tickBounds,o=t.dataBox,s=t.viewBox,l=t.gridLineWidth,h=t.gridLineColor,p=t.gridLineEnable,d=t.pixelRatio,v=0;v<2;++v){var g=a[v],y=a[v+2]-g,m=.5*(o[v+2]+o[v]),x=o[v+2]-o[v];c[v]=2*y/x,u[v]=2*(g-m)/x}r.bind(),e.bind(),r.attributes.dataCoord.pointer(),r.uniforms.dataShift=u,r.uniforms.dataScale=c;var b=0;for(v=0;v<2;++v){f[0]=f[1]=0,f[v]=1,r.uniforms.dataAxis=f,r.uniforms.lineWidth=l[v]/(s[v+2]-s[v])*d,r.uniforms.color=h[v];var _=6*n[v].length;p[v]&&_&&i.drawArrays(i.TRIANGLES,b,_),b+=_}}),d.drawTickMarks=function(){var t=[0,0],e=[0,0],r=[1,0],n=[0,1],i=[0,0],o=[0,0];return function(){for(var s=this.plot,u=this.vbo,c=this.tickShader,f=this.ticks,h=s.gl,p=s._tickBounds,d=s.dataBox,v=s.viewBox,g=s.pixelRatio,y=s.screenBox,m=y[2]-y[0],x=y[3]-y[1],b=v[2]-v[0],_=v[3]-v[1],w=0;w<2;++w){var T=p[w],k=p[w+2]-T,A=.5*(d[w+2]+d[w]),M=d[w+2]-d[w];e[w]=2*k/M,t[w]=2*(T-A)/M}e[0]*=b/m,t[0]*=b/m,e[1]*=_/x,t[1]*=_/x,c.bind(),u.bind(),c.attributes.dataCoord.pointer();var S=c.uniforms;S.dataShift=t,S.dataScale=e;var E=s.tickMarkLength,L=s.tickMarkWidth,C=s.tickMarkColor,P=6*f[0].length,O=Math.min(a.ge(f[0],(d[0]-p[0])/(p[2]-p[0]),l),f[0].length),I=Math.min(a.gt(f[0],(d[2]-p[0])/(p[2]-p[0]),l),f[0].length),D=0+6*O,z=6*Math.max(0,I-O),R=Math.min(a.ge(f[1],(d[1]-p[1])/(p[3]-p[1]),l),f[1].length),F=Math.min(a.gt(f[1],(d[3]-p[1])/(p[3]-p[1]),l),f[1].length),B=P+6*R,N=6*Math.max(0,F-R);i[0]=2*(v[0]-E[1])/m-1,i[1]=(v[3]+v[1])/x-1,o[0]=E[1]*g/m,o[1]=L[1]*g/x,N&&(S.color=C[1],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(v[2]+v[0])/m-1,i[1]=2*(v[1]-E[0])/x-1,o[0]=L[0]*g/m,o[1]=E[0]*g/x,z&&(S.color=C[0],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,D,z)),i[0]=2*(v[2]+E[3])/m-1,i[1]=(v[3]+v[1])/x-1,o[0]=E[3]*g/m,o[1]=L[3]*g/x,N&&(S.color=C[3],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(v[2]+v[0])/m-1,i[1]=2*(v[3]+E[2])/x-1,o[0]=L[2]*g/m,o[1]=E[2]*g/x,z&&(S.color=C[2],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,D,z))}}(),d.update=(h=[1,1,-1,-1,1,-1],p=[1,-1,1,1,-1,-1],function(t){for(var e=t.ticks,r=t.bounds,n=new Float32Array(18*(e[0].length+e[1].length)),i=(this.plot.zeroLineEnable,0),a=[[],[]],o=0;o<2;++o)for(var s=a[o],l=e[o],u=r[o],c=r[o+2],f=0;f<l.length;++f){var d=(l[f].x-u)/(c-u);s.push(d);for(var v=0;v<6;++v)n[i++]=d,n[i++]=h[v],n[i++]=p[v]}this.ticks=a,this.vbo.update(n)}),d.dispose=function(){this.vbo.dispose(),this.shader.dispose(),this.tickShader.dispose()}},1154:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new o(t,n(e,[-1,-1,-1,1,1,-1,1,1]),i(e,a.lineVert,a.lineFrag))};var n=r(5827),i=r(5158),a=r(2709);function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,u=o.prototype;u.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},u.drawLine=(s=[0,0],l=[0,0],function(t,e,r,n,i,a){var o=this.plot,u=this.shader,c=o.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,u.uniforms.start=s,u.uniforms.end=l,u.uniforms.width=i*o.pixelRatio,u.uniforms.color=a,c.drawArrays(c.TRIANGLE_STRIP,0,4)}),u.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},2709:function(t,e,r){\"use strict\";var n=r(6832),i=n([\"precision lowp float;\\n#define GLSLIFY 1\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = vec4(color.xyz * color.w, color.w);\\n}\\n\"]);t.exports={lineVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 start, end;\\nuniform float width;\\n\\nvec2 perp(vec2 v) {\\n  return vec2(v.y, -v.x);\\n}\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  vec2 delta = normalize(perp(start - end));\\n  vec2 offset = mix(start, end, 0.5 * (coord.y+1.0));\\n  gl_Position = vec4(screen(offset + 0.5 * width * delta * coord.x), 0, 1);\\n}\\n\"]),lineFrag:i,textVert:n([\"#define GLSLIFY 1\\nattribute vec3 textCoordinate;\\n\\nuniform vec2 dataScale, dataShift, dataAxis, screenOffset, textScale;\\nuniform float angle;\\n\\nvoid main() {\\n  float dataOffset  = textCoordinate.z;\\n  vec2 glyphOffset  = textCoordinate.xy;\\n  mat2 glyphMatrix = mat2(cos(angle), sin(angle), -sin(angle), cos(angle));\\n  vec2 screenCoordinate = dataAxis * (dataScale * dataOffset + dataShift) +\\n    glyphMatrix * glyphOffset * textScale + screenOffset;\\n  gl_Position = vec4(screenCoordinate, 0, 1);\\n}\\n\"]),textFrag:i,gridVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale;\\nuniform float lineWidth;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  pos += 10.0 * dataCoord.y * vec2(dataAxis.y, -dataAxis.x) + dataCoord.z * lineWidth;\\n  gl_Position = vec4(pos, 0, 1);\\n}\\n\"]),gridFrag:i,boxVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 lo, hi;\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  gl_Position = vec4(screen(mix(lo, hi, coord)), 0, 1);\\n}\\n\"]),tickVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale, screenOffset, tickScale;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  gl_Position = vec4(pos + tickScale*dataCoord.yz + screenOffset, 0, 1);\\n}\\n\"])}},5613:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new l(t,n(e),i(e,s.textVert,s.textFrag))};var n=r(5827),i=r(5158),a=r(6946),o=r(5070),s=r(2709);function l(t,e,r){this.plot=t,this.vbo=e,this.shader=r,this.tickOffset=[[],[]],this.tickX=[[],[]],this.labelOffset=[0,0],this.labelCount=[0,0]}var u,c,f,h,p,d,v=l.prototype;v.drawTicks=(u=[0,0],c=[0,0],f=[0,0],function(t){var e=this.plot,r=this.shader,n=this.tickX[t],i=this.tickOffset[t],a=e.gl,s=e.viewBox,l=e.dataBox,h=e.screenBox,p=e.pixelRatio,d=e.tickEnable,v=e.tickPad,g=e.tickColor,y=e.tickAngle,m=e.labelEnable,x=e.labelPad,b=e.labelColor,_=e.labelAngle,w=this.labelOffset[t],T=this.labelCount[t],k=o.lt(n,l[t]),A=o.le(n,l[t+2]);u[0]=u[1]=0,u[t]=1,c[t]=(s[2+t]+s[t])/(h[2+t]-h[t])-1;var M=2/h[2+(1^t)]-h[1^t];c[1^t]=M*s[1^t]-1,d[t]&&(c[1^t]-=M*p*v[t],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=u,r.uniforms.screenOffset=c,r.uniforms.color=g[t],r.uniforms.angle=y[t],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),m[t]&&T&&(c[1^t]-=M*p*x[t],r.uniforms.dataAxis=f,r.uniforms.screenOffset=c,r.uniforms.color=b[t],r.uniforms.angle=_[t],a.drawArrays(a.TRIANGLES,w,T)),c[1^t]=M*s[2+(1^t)]-1,d[t+2]&&(c[1^t]+=M*p*v[t+2],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=u,r.uniforms.screenOffset=c,r.uniforms.color=g[t+2],r.uniforms.angle=y[t+2],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),m[t+2]&&T&&(c[1^t]+=M*p*x[t+2],r.uniforms.dataAxis=f,r.uniforms.screenOffset=c,r.uniforms.color=b[t+2],r.uniforms.angle=_[t+2],a.drawArrays(a.TRIANGLES,w,T))}),v.drawTitle=function(){var t=[0,0],e=[0,0];return function(){var r=this.plot,n=this.shader,i=r.gl,a=r.screenBox,o=r.titleCenter,s=r.titleAngle,l=r.titleColor,u=r.pixelRatio;if(this.titleCount){for(var c=0;c<2;++c)e[c]=2*(o[c]*u-a[c])/(a[2+c]-a[c])-1;n.bind(),n.uniforms.dataAxis=t,n.uniforms.screenOffset=e,n.uniforms.angle=s,n.uniforms.color=l,i.drawArrays(i.TRIANGLES,this.titleOffset,this.titleCount)}}}(),v.bind=(h=[0,0],p=[0,0],d=[0,0],function(){var t=this.plot,e=this.shader,r=t._tickBounds,n=t.dataBox,i=t.screenBox,a=t.viewBox;e.bind();for(var o=0;o<2;++o){var s=r[o],l=r[o+2]-s,u=.5*(n[o+2]+n[o]),c=n[o+2]-n[o],f=a[o],v=a[o+2]-f,g=i[o],y=i[o+2]-g;p[o]=2*l/c*v/y,h[o]=2*(s-u)/c*v/y}d[1]=2*t.pixelRatio/(i[3]-i[1]),d[0]=d[1]*(i[3]-i[1])/(i[2]-i[0]),e.uniforms.dataScale=p,e.uniforms.dataShift=h,e.uniforms.textScale=d,this.vbo.bind(),e.attributes.textCoordinate.pointer()}),v.update=function(t){var e,r,n,i,o,s=[],l=t.ticks,u=t.bounds;for(o=0;o<2;++o){var c=[Math.floor(s.length/3)],f=[-1/0],h=l[o];for(e=0;e<h.length;++e){var p=h[e],d=p.x,v=p.text,g=p.font||\"sans-serif\";i=p.fontSize||12;for(var y=1/(u[o+2]-u[o]),m=u[o],x=v.split(\"\\n\"),b=0;b<x.length;b++)for(n=a(g,x[b]).data,r=0;r<n.length;r+=2)s.push(n[r]*i,-n[r+1]*i-b*i*1.2,(d-m)*y);c.push(Math.floor(s.length/3)),f.push(d)}this.tickOffset[o]=c,this.tickX[o]=f}for(o=0;o<2;++o){for(this.labelOffset[o]=Math.floor(s.length/3),n=a(t.labelFont[o],t.labels[o],{textAlign:\"center\"}).data,i=t.labelSize[o],e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.labelCount[o]=Math.floor(s.length/3)-this.labelOffset[o]}for(this.titleOffset=Math.floor(s.length/3),n=a(t.titleFont,t.title).data,i=t.titleSize,e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.titleCount=Math.floor(s.length/3)-this.titleOffset,this.vbo.update(s)},v.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},2117:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl,r=new l(e,n(e,[e.drawingBufferWidth,e.drawingBufferHeight]));return r.grid=i(r),r.text=a(r),r.line=o(r),r.box=s(r),r.update(t),r};var n=r(2611),i=r(3016),a=r(5613),o=r(1154),s=r(4554);function l(t,e){this.gl=t,this.pickBuffer=e,this.screenBox=[0,0,t.drawingBufferWidth,t.drawingBufferHeight],this.viewBox=[0,0,0,0],this.dataBox=[-10,-10,10,10],this.gridLineEnable=[!0,!0],this.gridLineWidth=[1,1],this.gridLineColor=[[0,0,0,1],[0,0,0,1]],this.pixelRatio=1,this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickEnable=[!0,!0,!0,!0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[15,15,15,15],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelEnable=[!0,!0,!0,!0],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.titleCenter=[0,0],this.titleEnable=!0,this.titleAngle=0,this.titleColor=[0,0,0,1],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[4,4],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderLineEnable=[!0,!0,!0,!0],this.borderLineWidth=[2,2,2,2],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.grid=null,this.text=null,this.line=null,this.box=null,this.objects=[],this.overlays=[],this._tickBounds=[1/0,1/0,-1/0,-1/0],this.static=!1,this.dirty=!1,this.pickDirty=!1,this.pickDelay=120,this.pickRadius=10,this._pickTimeout=null,this._drawPick=this.drawPick.bind(this),this._depthCounter=0}var u=l.prototype;function c(t){for(var e=t.slice(),r=0;r<e.length;++r)e[r]=e[r].slice();return e}function f(t,e){return t.x-e.x}u.setDirty=function(){this.dirty=this.pickDirty=!0},u.setOverlayDirty=function(){this.dirty=!0},u.nextDepthValue=function(){return this._depthCounter++/65536},u.draw=function(){var t=this.gl,e=this.screenBox,r=this.viewBox,n=this.dataBox,i=this.pixelRatio,a=this.grid,o=this.line,s=this.text,l=this.objects;if(this._depthCounter=0,this.pickDirty&&(this._pickTimeout&&clearTimeout(this._pickTimeout),this.pickDirty=!1,this._pickTimeout=setTimeout(this._drawPick,this.pickDelay)),this.dirty){if(this.dirty=!1,t.bindFramebuffer(t.FRAMEBUFFER,null),t.enable(t.SCISSOR_TEST),t.disable(t.DEPTH_TEST),t.depthFunc(t.LESS),t.depthMask(!1),t.enable(t.BLEND),t.blendEquation(t.FUNC_ADD,t.FUNC_ADD),t.blendFunc(t.ONE,t.ONE_MINUS_SRC_ALPHA),this.borderColor){t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]);var u=this.borderColor;t.clearColor(u[0]*u[3],u[1]*u[3],u[2]*u[3],u[3]),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT)}t.scissor(r[0],r[1],r[2]-r[0],r[3]-r[1]),t.viewport(r[0],r[1],r[2]-r[0],r[3]-r[1]);var c=this.backgroundColor;t.clearColor(c[0]*c[3],c[1]*c[3],c[2]*c[3],c[3]),t.clear(t.COLOR_BUFFER_BIT),a.draw();var f=this.zeroLineEnable,h=this.zeroLineColor,p=this.zeroLineWidth;if(f[0]||f[1]){o.bind();for(var d=0;d<2;++d)if(f[d]&&n[d]<=0&&n[d+2]>=0){var v=e[d]-n[d]*(e[d+2]-e[d])/(n[d+2]-n[d]);0===d?o.drawLine(v,e[1],v,e[3],p[d],h[d]):o.drawLine(e[0],v,e[2],v,p[d],h[d])}}for(d=0;d<l.length;++d)l[d].draw();t.viewport(e[0],e[1],e[2]-e[0],e[3]-e[1]),t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]),this.grid.drawTickMarks(),o.bind();var g=this.borderLineEnable,y=this.borderLineWidth,m=this.borderLineColor;for(g[1]&&o.drawLine(r[0],r[1]-.5*y[1]*i,r[0],r[3]+.5*y[3]*i,y[1],m[1]),g[0]&&o.drawLine(r[0]-.5*y[0]*i,r[1],r[2]+.5*y[2]*i,r[1],y[0],m[0]),g[3]&&o.drawLine(r[2],r[1]-.5*y[1]*i,r[2],r[3]+.5*y[3]*i,y[3],m[3]),g[2]&&o.drawLine(r[0]-.5*y[0]*i,r[3],r[2]+.5*y[2]*i,r[3],y[2],m[2]),s.bind(),d=0;d<2;++d)s.drawTicks(d);this.titleEnable&&s.drawTitle();var x=this.overlays;for(d=0;d<x.length;++d)x[d].draw();t.disable(t.SCISSOR_TEST),t.disable(t.BLEND),t.depthMask(!0)}},u.drawPick=function(){if(!this.static){var t=this.pickBuffer;this.gl,this._pickTimeout=null,t.begin();for(var e=1,r=this.objects,n=0;n<r.length;++n)e=r[n].drawPick(e);t.end()}},u.pick=function(t,e){if(!this.static){var r=this.pixelRatio,n=this.pickPixelRatio,i=this.viewBox,a=0|Math.round((t-i[0]/r)*n),o=0|Math.round((e-i[1]/r)*n),s=this.pickBuffer.query(a,o,this.pickRadius);if(!s)return null;for(var l=s.id+(s.value[0]<<8)+(s.value[1]<<16)+(s.value[2]<<24),u=this.objects,c=0;c<u.length;++c){var f=u[c].pick(a,o,l);if(f)return f}return null}},u.setScreenBox=function(t){var e=this.screenBox,r=this.pixelRatio;e[0]=0|Math.round(t[0]*r),e[1]=0|Math.round(t[1]*r),e[2]=0|Math.round(t[2]*r),e[3]=0|Math.round(t[3]*r),this.setDirty()},u.setDataBox=function(t){var e=this.dataBox;(e[0]!==t[0]||e[1]!==t[1]||e[2]!==t[2]||e[3]!==t[3])&&(e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],this.setDirty())},u.setViewBox=function(t){var e=this.pixelRatio,r=this.viewBox;r[0]=0|Math.round(t[0]*e),r[1]=0|Math.round(t[1]*e),r[2]=0|Math.round(t[2]*e),r[3]=0|Math.round(t[3]*e);var n=this.pickPixelRatio;this.pickBuffer.shape=[0|Math.round((t[2]-t[0])*n),0|Math.round((t[3]-t[1])*n)],this.setDirty()},u.update=function(t){t=t||{};var e=this.gl;this.pixelRatio=t.pixelRatio||1;var r=this.pixelRatio;this.pickPixelRatio=Math.max(r,1),this.setScreenBox(t.screenBox||[0,0,e.drawingBufferWidth/r,e.drawingBufferHeight/r]),this.screenBox,this.setViewBox(t.viewBox||[.125*(this.screenBox[2]-this.screenBox[0])/r,.125*(this.screenBox[3]-this.screenBox[1])/r,.875*(this.screenBox[2]-this.screenBox[0])/r,.875*(this.screenBox[3]-this.screenBox[1])/r]);var n=this.viewBox,i=(n[2]-n[0])/(n[3]-n[1]);this.setDataBox(t.dataBox||[-10,-10/i,10,10/i]),this.borderColor=!1!==t.borderColor&&(t.borderColor||[0,0,0,0]).slice(),this.backgroundColor=(t.backgroundColor||[0,0,0,0]).slice(),this.gridLineEnable=(t.gridLineEnable||[!0,!0]).slice(),this.gridLineWidth=(t.gridLineWidth||[1,1]).slice(),this.gridLineColor=c(t.gridLineColor||[[.5,.5,.5,1],[.5,.5,.5,1]]),this.zeroLineEnable=(t.zeroLineEnable||[!0,!0]).slice(),this.zeroLineWidth=(t.zeroLineWidth||[4,4]).slice(),this.zeroLineColor=c(t.zeroLineColor||[[0,0,0,1],[0,0,0,1]]),this.tickMarkLength=(t.tickMarkLength||[0,0,0,0]).slice(),this.tickMarkWidth=(t.tickMarkWidth||[0,0,0,0]).slice(),this.tickMarkColor=c(t.tickMarkColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.titleCenter=(t.titleCenter||[.5*(n[0]+n[2])/r,(n[3]+120)/r]).slice(),this.titleEnable=!(\"titleEnable\"in t)||!!t.titleEnable,this.titleAngle=t.titleAngle||0,this.titleColor=(t.titleColor||[0,0,0,1]).slice(),this.labelPad=(t.labelPad||[15,15,15,15]).slice(),this.labelAngle=(t.labelAngle||[0,Math.PI/2,0,3*Math.PI/2]).slice(),this.labelEnable=(t.labelEnable||[!0,!0,!0,!0]).slice(),this.labelColor=c(t.labelColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.tickPad=(t.tickPad||[15,15,15,15]).slice(),this.tickAngle=(t.tickAngle||[0,0,0,0]).slice(),this.tickEnable=(t.tickEnable||[!0,!0,!0,!0]).slice(),this.tickColor=c(t.tickColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.borderLineEnable=(t.borderLineEnable||[!0,!0,!0,!0]).slice(),this.borderLineWidth=(t.borderLineWidth||[2,2,2,2]).slice(),this.borderLineColor=c(t.borderLineColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);var a=t.ticks||[[],[]],o=this._tickBounds;o[0]=o[1]=1/0,o[2]=o[3]=-1/0;for(var s=0;s<2;++s){var l=a[s].slice(0);0!==l.length&&(l.sort(f),o[s]=Math.min(o[s],l[0].x),o[s+2]=Math.max(o[s+2],l[l.length-1].x))}this.grid.update({bounds:o,ticks:a}),this.text.update({bounds:o,ticks:a,labels:t.labels||[\"x\",\"y\"],labelSize:t.labelSize||[12,12],labelFont:t.labelFont||[\"sans-serif\",\"sans-serif\"],title:t.title||\"\",titleSize:t.titleSize||18,titleFont:t.titleFont||\"sans-serif\"}),this.static=!!t.static,this.setDirty()},u.dispose=function(){this.box.dispose(),this.grid.dispose(),this.text.dispose(),this.line.dispose();for(var t=this.objects.length-1;t>=0;--t)this.objects[t].dispose();for(this.objects.length=0,t=this.overlays.length-1;t>=0;--t)this.overlays[t].dispose();this.overlays.length=0,this.gl=null},u.addObject=function(t){this.objects.indexOf(t)<0&&(this.objects.push(t),this.setDirty())},u.removeObject=function(t){for(var e=this.objects,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setDirty();break}},u.addOverlay=function(t){this.overlays.indexOf(t)<0&&(this.overlays.push(t),this.setOverlayDirty())},u.removeOverlay=function(t){for(var e=this.overlays,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setOverlayDirty();break}}},4296:function(t,e,r){\"use strict\";t.exports=function(t,e){t=t||document.body;var r=[.01,1/0];\"distanceLimits\"in(e=e||{})&&(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]),\"zoomMin\"in e&&(r[0]=e.zoomMin),\"zoomMax\"in e&&(r[1]=e.zoomMax);var u=i({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||\"orbit\",distanceLimits:r}),c=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],f=0,h=t.clientWidth,p=t.clientHeight,d={keyBindingMode:\"rotate\",enableWheel:!0,view:u,element:t,delay:e.delay||16,rotateSpeed:e.rotateSpeed||1,zoomSpeed:e.zoomSpeed||1,translateSpeed:e.translateSpeed||1,flipX:!!e.flipX,flipY:!!e.flipY,modes:u.modes,_ortho:e._ortho||e.projection&&\"orthographic\"===e.projection.type||!1,tick:function(){var e=n(),r=this.delay,i=e-2*r;u.idle(e-r),u.recalcMatrix(i),u.flush(e-(100+2*r));for(var a=!0,o=u.computedMatrix,s=0;s<16;++s)a=a&&c[s]===o[s],c[s]=o[s];var l=t.clientWidth===h&&t.clientHeight===p;return h=t.clientWidth,p=t.clientHeight,a?!l:(f=Math.exp(u.computedRadius[0]),!0)},lookAt:function(t,e,r){u.lookAt(u.lastT(),t,e,r)},rotate:function(t,e,r){u.rotate(u.lastT(),t,e,r)},pan:function(t,e,r){u.pan(u.lastT(),t,e,r)},translate:function(t,e,r){u.translate(u.lastT(),t,e,r)}};return Object.defineProperties(d,{matrix:{get:function(){return u.computedMatrix},set:function(t){return u.setMatrix(u.lastT(),t),u.computedMatrix},enumerable:!0},mode:{get:function(){return u.getMode()},set:function(t){var e=u.computedUp.slice(),r=u.computedEye.slice(),i=u.computedCenter.slice();if(u.setMode(t),\"turntable\"===t){var a=n();u._active.lookAt(a,r,i,e),u._active.lookAt(a+500,r,i,[0,0,1]),u._active.flush(a)}return u.getMode()},enumerable:!0},center:{get:function(){return u.computedCenter},set:function(t){return u.lookAt(u.lastT(),null,t),u.computedCenter},enumerable:!0},eye:{get:function(){return u.computedEye},set:function(t){return u.lookAt(u.lastT(),t),u.computedEye},enumerable:!0},up:{get:function(){return u.computedUp},set:function(t){return u.lookAt(u.lastT(),null,null,t),u.computedUp},enumerable:!0},distance:{get:function(){return f},set:function(t){return u.setDistance(u.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return u.getDistanceLimits(r)},set:function(t){return u.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener(\"contextmenu\",(function(t){return t.preventDefault(),!1})),d._lastX=-1,d._lastY=-1,d._lastMods={shift:!1,control:!1,alt:!1,meta:!1},d.enableMouseListeners=function(){function e(e,r,i,a){var o=d.keyBindingMode;if(!1!==o){var s=\"rotate\"===o,l=\"pan\"===o,c=\"zoom\"===o,h=!!a.control,p=!!a.alt,v=!!a.shift,g=!!(1&e),y=!!(2&e),m=!!(4&e),x=1/t.clientHeight,b=x*(r-d._lastX),_=x*(i-d._lastY),w=d.flipX?1:-1,T=d.flipY?1:-1,k=Math.PI*d.rotateSpeed,A=n();if(-1!==d._lastX&&-1!==d._lastY&&((s&&g&&!h&&!p&&!v||g&&!h&&!p&&v)&&u.rotate(A,w*k*b,-T*k*_,0),(l&&g&&!h&&!p&&!v||y||g&&h&&!p&&!v)&&u.pan(A,-d.translateSpeed*b*f,d.translateSpeed*_*f,0),c&&g&&!h&&!p&&!v||m||g&&!h&&p&&!v)){var M=-d.zoomSpeed*_/window.innerHeight*(A-u.lastT())*100;u.pan(A,0,0,f*(Math.exp(M)-1))}return d._lastX=r,d._lastY=i,d._lastMods=a,!0}}d.mouseListener=a(t,e),t.addEventListener(\"touchstart\",(function(r){var n=s(r.changedTouches[0],t);e(0,n[0],n[1],d._lastMods),e(1,n[0],n[1],d._lastMods)}),!!l&&{passive:!0}),t.addEventListener(\"touchmove\",(function(r){var n=s(r.changedTouches[0],t);e(1,n[0],n[1],d._lastMods),r.preventDefault()}),!!l&&{passive:!1}),t.addEventListener(\"touchend\",(function(t){e(0,d._lastX,d._lastY,d._lastMods)}),!!l&&{passive:!0}),d.wheelListener=o(t,(function(t,e){if(!1!==d.keyBindingMode&&d.enableWheel){var r=d.flipX?1:-1,i=d.flipY?1:-1,a=n();if(Math.abs(t)>Math.abs(e))u.rotate(a,0,0,-t*r*Math.PI*d.rotateSpeed/window.innerWidth);else if(!d._ortho){var o=-d.zoomSpeed*i*e/window.innerHeight*(a-u.lastT())/20;u.pan(a,0,0,f*(Math.exp(o)-1))}}}),!0)},d.enableMouseListeners(),d};var n=r(8161),i=r(1152),a=r(6145),o=r(6475),s=r(2565),l=r(5233)},8245:function(t,e,r){var n=r(6832),i=r(5158),a=n([\"precision mediump float;\\n#define GLSLIFY 1\\nattribute vec2 position;\\nvarying vec2 uv;\\nvoid main() {\\n  uv = position;\\n  gl_Position = vec4(position, 0, 1);\\n}\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D accumBuffer;\\nvarying vec2 uv;\\n\\nvoid main() {\\n  vec4 accum = texture2D(accumBuffer, 0.5 * (uv + 1.0));\\n  gl_FragColor = min(vec4(1,1,1,1), accum);\\n}\"]);t.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec2\"}])}},1059:function(t,e,r){\"use strict\";var n=r(4296),i=r(7453),a=r(2771),o=r(6496),s=r(2611),l=r(4234),u=r(8126),c=r(6145),f=r(1120),h=r(5268),p=r(8245),d=r(2321)({tablet:!0,featureDetect:!0});function v(){this.mouse=[-1,-1],this.screen=null,this.distance=1/0,this.index=null,this.dataCoordinate=null,this.dataPosition=null,this.object=null,this.data=null}function g(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e<0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}return e>0?(r=Math.round(Math.pow(10,e)),Math.ceil(t/r)*r):Math.ceil(t)}function y(t){return\"boolean\"!=typeof t||t}t.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;e||(e=document.createElement(\"canvas\"),t.container?t.container.appendChild(e):document.body.appendChild(e));var r=t.gl;if(r||(t.glOptions&&(d=!!t.glOptions.preserveDrawingBuffer),r=function(t,e){var r=null;try{(r=t.getContext(\"webgl\",e))||(r=t.getContext(\"experimental-webgl\",e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:d})),!r)throw new Error(\"webgl not supported\");var m=t.bounds||[[-10,-10,-10],[10,10,10]],x=new v,b=l(r,r.drawingBufferWidth,r.drawingBufferHeight,{preferFloat:!d}),_=p(r),w=t.cameraObject&&!0===t.cameraObject._ortho||t.camera.projection&&\"orthographic\"===t.camera.projection.type||!1,T={eye:t.camera.eye||[2,0,0],center:t.camera.center||[0,0,0],up:t.camera.up||[0,1,0],zoomMin:t.camera.zoomMax||.1,zoomMax:t.camera.zoomMin||100,mode:t.camera.mode||\"turntable\",_ortho:w},k=t.axes||{},A=i(r,k);A.enable=!k.disable;var M=t.spikes||{},S=o(r,M),E=[],L=[],C=[],P=[],O=!0,I=!0,D={view:null,projection:new Array(16),model:new Array(16),_ortho:!1},z=(I=!0,[r.drawingBufferWidth,r.drawingBufferHeight]),R=t.cameraObject||n(e,T),F={gl:r,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:x,camera:R,axes:A,axesPixels:null,spikes:S,bounds:m,objects:E,shape:z,aspect:t.aspectRatio||[1,1,1],pickRadius:t.pickRadius||10,zNear:t.zNear||.01,zFar:t.zFar||1e3,fovy:t.fovy||Math.PI/4,clearColor:t.clearColor||[0,0,0,0],autoResize:y(t.autoResize),autoBounds:y(t.autoBounds),autoScale:!!t.autoScale,autoCenter:y(t.autoCenter),clipToBounds:y(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:D,oncontextloss:null,mouseListener:null,_stopped:!1,getAspectratio:function(){return{x:this.aspect[0],y:this.aspect[1],z:this.aspect[2]}},setAspectratio:function(t){this.aspect[0]=t.x,this.aspect[1]=t.y,this.aspect[2]=t.z,I=!0},setBounds:function(t,e){this.bounds[0][t]=e.min,this.bounds[1][t]=e.max},setClearColor:function(t){this.clearColor=t},clearRGBA:function(){this.gl.clearColor(this.clearColor[0],this.clearColor[1],this.clearColor[2],this.clearColor[3]),this.gl.clear(this.gl.COLOR_BUFFER_BIT|this.gl.DEPTH_BUFFER_BIT)}},B=[r.drawingBufferWidth/F.pixelRatio|0,r.drawingBufferHeight/F.pixelRatio|0];function N(){if(!F._stopped&&F.autoResize){var t=e.parentNode,r=1,n=1;t&&t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var i=0|Math.ceil(r*F.pixelRatio),a=0|Math.ceil(n*F.pixelRatio);if(i!==e.width||a!==e.height){e.width=i,e.height=a;var o=e.style;o.position=o.position||\"absolute\",o.left=\"0px\",o.top=\"0px\",o.width=r+\"px\",o.height=n+\"px\",O=!0}}}function j(){for(var t=E.length,e=P.length,n=0;n<e;++n)C[n]=0;t:for(n=0;n<t;++n){var i=E[n],a=i.pickSlots;if(a){for(var o=0;o<e;++o)if(C[o]+a<255){L[n]=o,i.setPickBase(C[o]+1),C[o]+=a;continue t}var l=s(r,z);L[n]=e,P.push(l),C.push(a),i.setPickBase(1),e+=1}else L[n]=-1}for(;e>0&&0===C[e-1];)C.pop(),P.pop().dispose()}function U(){if(F.contextLost)return!0;r.isContextLost()&&(F.contextLost=!0,F.mouseListener.enabled=!1,F.selection.object=null,F.oncontextloss&&F.oncontextloss())}F.autoResize&&N(),window.addEventListener(\"resize\",N),F.update=function(t){F._stopped||(t=t||{},O=!0,I=!0)},F.add=function(t){F._stopped||(t.axes=A,E.push(t),L.push(-1),O=!0,I=!0,j())},F.remove=function(t){if(!F._stopped){var e=E.indexOf(t);e<0||(E.splice(e,1),L.pop(),O=!0,I=!0,j())}},F.dispose=function(){if(!F._stopped&&(F._stopped=!0,window.removeEventListener(\"resize\",N),e.removeEventListener(\"webglcontextlost\",U),F.mouseListener.enabled=!1,!F.contextLost)){A.dispose(),S.dispose();for(var t=0;t<E.length;++t)E[t].dispose();for(b.dispose(),t=0;t<P.length;++t)P[t].dispose();_.dispose(),r=null,A=null,S=null,E=[]}},F._mouseRotating=!1,F._prevButtons=0,F.enableMouseListeners=function(){F.mouseListener=c(e,(function(t,e,r){if(!F._stopped){var n=P.length,i=E.length,a=x.object;x.distance=1/0,x.mouse[0]=e,x.mouse[1]=r,x.object=null,x.screen=null,x.dataCoordinate=x.dataPosition=null;var o=!1;if(t&&F._prevButtons)F._mouseRotating=!0;else{F._mouseRotating&&(I=!0),F._mouseRotating=!1;for(var s=0;s<n;++s){var l=P[s].query(e,B[1]-r-1,F.pickRadius);if(l){if(l.distance>x.distance)continue;for(var u=0;u<i;++u){var c=E[u];if(L[u]===s){var f=c.pick(l);f&&(x.buttons=t,x.screen=l.coord,x.distance=l.distance,x.object=c,x.index=f.distance,x.dataPosition=f.position,x.dataCoordinate=f.dataCoordinate,x.data=f,o=!0)}}}}}a&&a!==x.object&&(a.highlight&&a.highlight(null),O=!0),x.object&&(x.object.highlight&&x.object.highlight(x.data),O=!0),(o=o||x.object!==a)&&F.onselect&&F.onselect(x),1&t&&!(1&F._prevButtons)&&F.onclick&&F.onclick(x),F._prevButtons=t}}))},e.addEventListener(\"webglcontextlost\",U);var V=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],H=[V[0].slice(),V[1].slice()];function q(){if(!U()){N();var t=F.camera.tick();D.view=F.camera.matrix,O=O||t,I=I||t,A.pixelRatio=F.pixelRatio,S.pixelRatio=F.pixelRatio;var e=E.length,n=V[0],i=V[1];n[0]=n[1]=n[2]=1/0,i[0]=i[1]=i[2]=-1/0;for(var o=0;o<e;++o){(C=E[o]).pixelRatio=F.pixelRatio,C.axes=F.axes,O=O||!!C.dirty,I=I||!!C.dirty;var s=C.bounds;if(s)for(var l=s[0],c=s[1],p=0;p<3;++p)n[p]=Math.min(n[p],l[p]),i[p]=Math.max(i[p],c[p])}var d=F.bounds;if(F.autoBounds)for(p=0;p<3;++p){if(i[p]<n[p])n[p]=-1,i[p]=1;else{n[p]===i[p]&&(n[p]-=1,i[p]+=1);var v=.05*(i[p]-n[p]);n[p]=n[p]-v,i[p]=i[p]+v}d[0][p]=n[p],d[1][p]=i[p]}var y=!1;for(p=0;p<3;++p)y=y||H[0][p]!==d[0][p]||H[1][p]!==d[1][p],H[0][p]=d[0][p],H[1][p]=d[1][p];if(I=I||y,O=O||y){if(y){var m=[0,0,0];for(o=0;o<3;++o)m[o]=g((d[1][o]-d[0][o])/10);A.autoTicks?A.update({bounds:d,tickSpacing:m}):A.update({bounds:d})}var T=r.drawingBufferWidth,k=r.drawingBufferHeight;for(z[0]=T,z[1]=k,B[0]=0|Math.max(T/F.pixelRatio,1),B[1]=0|Math.max(k/F.pixelRatio,1),function(t,e){var r=t.bounds,n=t.cameraParams,i=n.projection,a=n.model,o=t.gl.drawingBufferWidth,s=t.gl.drawingBufferHeight,l=t.zNear,u=t.zFar,c=t.fovy,p=o/s;e?(h(i,-p,p,-1,1,l,u),n._ortho=!0):(f(i,c,p,l,u),n._ortho=!1);for(var d=0;d<16;++d)a[d]=0;a[15]=1;var v=0;for(d=0;d<3;++d)v=Math.max(v,r[1][d]-r[0][d]);for(d=0;d<3;++d)t.autoScale?a[5*d]=t.aspect[d]/(r[1][d]-r[0][d]):a[5*d]=1/v,t.autoCenter&&(a[12+d]=.5*-a[5*d]*(r[0][d]+r[1][d]))}(F,w),o=0;o<e;++o)(C=E[o]).axesBounds=d,F.clipToBounds&&(C.clipBounds=d);x.object&&(F.snapToData?S.position=x.dataCoordinate:S.position=x.dataPosition,S.bounds=d),I&&(I=!1,function(){if(!U()){r.colorMask(!0,!0,!0,!0),r.depthMask(!0),r.disable(r.BLEND),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL);for(var t=E.length,e=P.length,n=0;n<e;++n){var i=P[n];i.shape=B,i.begin();for(var a=0;a<t;++a)if(L[a]===n){var o=E[a];o.drawPick&&(o.pixelRatio=1,o.drawPick(D))}i.end()}}}()),F.axesPixels=a(F.axes,D,T,k),F.onrender&&F.onrender(),r.bindFramebuffer(r.FRAMEBUFFER,null),r.viewport(0,0,T,k),F.clearRGBA(),r.depthMask(!0),r.colorMask(!0,!0,!0,!0),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL),r.disable(r.BLEND),r.disable(r.CULL_FACE);var M=!1;for(A.enable&&(M=M||A.isTransparent(),A.draw(D)),S.axes=A,x.object&&S.draw(D),r.disable(r.CULL_FACE),o=0;o<e;++o)(C=E[o]).axes=A,C.pixelRatio=F.pixelRatio,C.isOpaque&&C.isOpaque()&&C.draw(D),C.isTransparent&&C.isTransparent()&&(M=!0);if(M){for(b.shape=z,b.bind(),r.clear(r.DEPTH_BUFFER_BIT),r.colorMask(!1,!1,!1,!1),r.depthMask(!0),r.depthFunc(r.LESS),A.enable&&A.isTransparent()&&A.drawTransparent(D),o=0;o<e;++o)(C=E[o]).isOpaque&&C.isOpaque()&&C.draw(D);for(r.enable(r.BLEND),r.blendEquation(r.FUNC_ADD),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.colorMask(!0,!0,!0,!0),r.depthMask(!1),r.clearColor(0,0,0,0),r.clear(r.COLOR_BUFFER_BIT),A.isTransparent()&&A.drawTransparent(D),o=0;o<e;++o){var C;(C=E[o]).isTransparent&&C.isTransparent()&&C.drawTransparent(D)}r.bindFramebuffer(r.FRAMEBUFFER,null),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.disable(r.DEPTH_TEST),_.bind(),b.color[0].bind(0),_.uniforms.accumBuffer=0,u(r),r.disable(r.BLEND)}for(O=!1,o=0;o<e;++o)E[o].dirty=!1}}}return F.enableMouseListeners(),function t(){F._stopped||F.contextLost||(q(),requestAnimationFrame(t))}(),F.redraw=function(){F._stopped||(O=!0,q())},F},createCamera:n}},8023:function(t,e,r){var n=r(6832);e.pointVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform float pointCloud;\\n\\nhighp float rand(vec2 co) {\\n  highp float a = 12.9898;\\n  highp float b = 78.233;\\n  highp float c = 43758.5453;\\n  highp float d = dot(co.xy, vec2(a, b));\\n  highp float e = mod(d, 3.14);\\n  return fract(sin(e) * c);\\n}\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n    // if we don't jitter the point size a bit, overall point cloud\\n    // saturation 'jumps' on zooming, which is disturbing and confusing\\n  gl_PointSize = pointSize * ((19.5 + rand(position)) / 20.0);\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    // get the same square surface as circle would be\\n    gl_PointSize *= 0.886;\\n  }\\n}\"]),e.pointFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color, borderColor;\\nuniform float centerFraction;\\nuniform float pointCloud;\\n\\nvoid main() {\\n  float radius;\\n  vec4 baseColor;\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    if(centerFraction == 1.0) {\\n      gl_FragColor = color;\\n    } else {\\n      gl_FragColor = mix(borderColor, color, centerFraction);\\n    }\\n  } else {\\n    radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n    if(radius > 1.0) {\\n      discard;\\n    }\\n    baseColor = mix(borderColor, color, step(radius, centerFraction));\\n    gl_FragColor = vec4(baseColor.rgb * baseColor.a, baseColor.a);\\n  }\\n}\\n\"]),e.pickVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform vec4 pickOffset;\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n  gl_PointSize = pointSize;\\n\\n  vec4 id = pickId + pickOffset;\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  fragId = id;\\n}\\n\"]),e.pickFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  float radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n  if(radius > 1.0) {\\n    discard;\\n  }\\n  gl_FragColor = fragId / 255.0;\\n}\\n\"])},8271:function(t,e,r){\"use strict\";var n=r(5158),i=r(5827),a=r(5306),o=r(8023);function s(t,e,r,n,i){this.plot=t,this.offsetBuffer=e,this.pickBuffer=r,this.shader=n,this.pickShader=i,this.sizeMin=.5,this.sizeMinCap=2,this.sizeMax=20,this.areaRatio=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.blend=!1,this.pickOffset=0,this.points=null}t.exports=function(t,e){var r=t.gl,a=new s(t,i(r),i(r),n(r,o.pointVertex,o.pointFragment),n(r,o.pickVertex,o.pickFragment));return a.update(e),t.addObject(a),a};var l,u,c=s.prototype;c.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.offsetBuffer.dispose(),this.pickBuffer.dispose(),this.plot.removeObject(this)},c.update=function(t){var e;function r(e,r){return e in t?t[e]:r}t=t||{},this.sizeMin=r(\"sizeMin\",.5),this.sizeMax=r(\"sizeMax\",20),this.color=r(\"color\",[1,0,0,1]).slice(),this.areaRatio=r(\"areaRatio\",1),this.borderColor=r(\"borderColor\",[0,0,0,1]).slice(),this.blend=r(\"blend\",!1);var n=t.positions.length>>>1,i=t.positions instanceof Float32Array,o=t.idToIndex instanceof Int32Array&&t.idToIndex.length>=n,s=t.positions,l=i?s:a.mallocFloat32(s.length),u=o?t.idToIndex:a.mallocInt32(n);if(i||l.set(s),!o)for(l.set(s),e=0;e<n;e++)u[e]=e;this.points=s,this.offsetBuffer.update(l),this.pickBuffer.update(u),i||a.free(l),o||a.free(u),this.pointCount=n,this.pickOffset=0},c.unifiedDraw=(l=[1,0,0,0,1,0,0,0,1],u=[0,0,0,0],function(t){var e=void 0!==t,r=e?this.pickShader:this.shader,n=this.plot.gl,i=this.plot.dataBox;if(0===this.pointCount)return t;var a=i[2]-i[0],o=i[3]-i[1],s=function(t,e){var r,n=0,i=t.length>>>1;for(r=0;r<i;r++){var a=t[2*r],o=t[2*r+1];a>=e[0]&&a<=e[2]&&o>=e[1]&&o<=e[3]&&n++}return n}(this.points,i),c=this.plot.pickPixelRatio*Math.max(Math.min(this.sizeMinCap,this.sizeMin),Math.min(this.sizeMax,this.sizeMax/Math.pow(s,.33333)));l[0]=2/a,l[4]=2/o,l[6]=-2*i[0]/a-1,l[7]=-2*i[1]/o-1,this.offsetBuffer.bind(),r.bind(),r.attributes.position.pointer(),r.uniforms.matrix=l,r.uniforms.color=this.color,r.uniforms.borderColor=this.borderColor,r.uniforms.pointCloud=c<5,r.uniforms.pointSize=c,r.uniforms.centerFraction=Math.min(1,Math.max(0,Math.sqrt(1-this.areaRatio))),e&&(u[0]=255&t,u[1]=t>>8&255,u[2]=t>>16&255,u[3]=t>>24&255,this.pickBuffer.bind(),r.attributes.pickId.pointer(n.UNSIGNED_BYTE),r.uniforms.pickOffset=u,this.pickOffset=t);var f=n.getParameter(n.BLEND),h=n.getParameter(n.DITHER);return f&&!this.blend&&n.disable(n.BLEND),h&&n.disable(n.DITHER),n.drawArrays(n.POINTS,0,this.pointCount),f&&!this.blend&&n.enable(n.BLEND),h&&n.enable(n.DITHER),t+this.pointCount}),c.draw=c.unifiedDraw,c.drawPick=c.unifiedDraw,c.pick=function(t,e,r){var n=this.pickOffset,i=this.pointCount;if(r<n||r>=n+i)return null;var a=r-n,o=this.points;return{object:this,pointId:a,dataCoord:[o[2*a],o[2*a+1]]}}},6093:function(t){t.exports=function(t,e,r,n){var i,a,o,s,l,u=e[0],c=e[1],f=e[2],h=e[3],p=r[0],d=r[1],v=r[2],g=r[3];return(a=u*p+c*d+f*v+h*g)<0&&(a=-a,p=-p,d=-d,v=-v,g=-g),1-a>1e-6?(i=Math.acos(a),o=Math.sin(i),s=Math.sin((1-n)*i)/o,l=Math.sin(n*i)/o):(s=1-n,l=n),t[0]=s*u+l*p,t[1]=s*c+l*d,t[2]=s*f+l*v,t[3]=s*h+l*g,t}},8240:function(t){\"use strict\";t.exports=function(t){return t||0===t?t.toString():\"\"}},4123:function(t,e,r){\"use strict\";var n=r(875);t.exports=function(t,e,r){var a=i[e];if(a||(a=i[e]={}),t in a)return a[t];var o={textAlign:\"center\",textBaseline:\"middle\",lineHeight:1,font:e,lineSpacing:1.25,styletags:{breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},triangles:!0},s=n(t,o);o.triangles=!1;var l,u,c=n(t,o);if(r&&1!==r){for(l=0;l<s.positions.length;++l)for(u=0;u<s.positions[l].length;++u)s.positions[l][u]/=r;for(l=0;l<c.positions.length;++l)for(u=0;u<c.positions[l].length;++u)c.positions[l][u]/=r}var f=[[1/0,1/0],[-1/0,-1/0]],h=c.positions.length;for(l=0;l<h;++l){var p=c.positions[l];for(u=0;u<2;++u)f[0][u]=Math.min(f[0][u],p[u]),f[1][u]=Math.max(f[1][u],p[u])}return a[t]=[s,c,f]};var i={}},9282:function(t,e,r){var n=r(5158),i=r(6832),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform vec4 highlightId;\\nuniform float highlightScale;\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = 1.0;\\n    if(distance(highlightId, id) < 0.0001) {\\n      scale = highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1);\\n    vec4 viewPosition = view * worldPosition;\\n    viewPosition = viewPosition / viewPosition.w;\\n    vec4 clipPosition = projection * (viewPosition + scale * vec4(glyph.x, -glyph.y, 0, 0));\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float highlightScale, pixelRatio;\\nuniform vec4 highlightId;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = pixelRatio;\\n    if(distance(highlightId.bgr, id.bgr) < 0.001) {\\n      scale *= highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1.0);\\n    vec4 viewPosition = view * worldPosition;\\n    vec4 clipPosition = projection * viewPosition;\\n    clipPosition /= clipPosition.w;\\n\\n    gl_Position = clipPosition + vec4(screenSize * scale * vec2(glyph.x, -glyph.y), 0.0, 0.0);\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform float highlightScale;\\nuniform vec4 highlightId;\\nuniform vec3 axes[2];\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float scale, pixelRatio;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float lscale = pixelRatio * scale;\\n    if(distance(highlightId, id) < 0.0001) {\\n      lscale *= highlightScale;\\n    }\\n\\n    vec4 clipCenter   = projection * view * model * vec4(position, 1);\\n    vec3 dataPosition = position + 0.5*lscale*(axes[0] * glyph.x + axes[1] * glyph.y) * clipCenter.w * screenSize.y;\\n    vec4 clipPosition = projection * view * model * vec4(dataPosition, 1);\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = dataPosition;\\n  }\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float opacity;\\n\\nvarying vec4 interpColor;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (\\n    outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate) ||\\n    interpColor.a * opacity == 0.\\n  ) discard;\\n  gl_FragColor = interpColor * opacity;\\n}\\n\"]),u=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float pickGroup;\\n\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate)) discard;\\n\\n  gl_FragColor = vec4(pickGroup, pickId.bgr);\\n}\"]),c=[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"glyph\",type:\"vec2\"},{name:\"id\",type:\"vec4\"}],f={vertex:a,fragment:l,attributes:c},h={vertex:o,fragment:l,attributes:c},p={vertex:s,fragment:l,attributes:c},d={vertex:a,fragment:u,attributes:c},v={vertex:o,fragment:u,attributes:c},g={vertex:s,fragment:u,attributes:c};function y(t,e){var r=n(t,e),i=r.attributes;return i.position.location=0,i.color.location=1,i.glyph.location=2,i.id.location=3,r}e.createPerspective=function(t){return y(t,f)},e.createOrtho=function(t){return y(t,h)},e.createProject=function(t){return y(t,p)},e.createPickPerspective=function(t){return y(t,d)},e.createPickOrtho=function(t){return y(t,v)},e.createPickProject=function(t){return y(t,g)}},2182:function(t,e,r){\"use strict\";var n=r(3596),i=r(5827),a=r(2944),o=r(5306),s=r(104),l=r(9282),u=r(4123),c=r(8240),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e){var r=t[0],n=t[1],i=t[2],a=t[3];return t[0]=e[0]*r+e[4]*n+e[8]*i+e[12]*a,t[1]=e[1]*r+e[5]*n+e[9]*i+e[13]*a,t[2]=e[2]*r+e[6]*n+e[10]*i+e[14]*a,t[3]=e[3]*r+e[7]*n+e[11]*i+e[15]*a,t}function p(t,e,r,n){return h(n,n),h(n,n),h(n,n)}function d(t,e){this.index=t,this.dataCoordinate=this.position=e}function v(t){return!0===t||t>1?1:t}function g(t,e,r,n,i,a,o,s,l,u,c,f){this.gl=t,this.pixelRatio=1,this.shader=e,this.orthoShader=r,this.projectShader=n,this.pointBuffer=i,this.colorBuffer=a,this.glyphBuffer=o,this.idBuffer=s,this.vao=l,this.vertexCount=0,this.lineVertexCount=0,this.opacity=1,this.hasAlpha=!1,this.lineWidth=0,this.projectScale=[2/3,2/3,2/3],this.projectOpacity=[1,1,1],this.projectHasAlpha=!1,this.pickId=0,this.pickPerspectiveShader=u,this.pickOrthoShader=c,this.pickProjectShader=f,this.points=[],this._selectResult=new d(0,[0,0,0]),this.useOrtho=!0,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.axesProject=[!0,!0,!0],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.highlightId=[1,1,1,1],this.highlightScale=2,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.dirty=!0}t.exports=function(t){var e=t.gl,r=l.createPerspective(e),n=l.createOrtho(e),o=l.createProject(e),s=l.createPickPerspective(e),u=l.createPickOrtho(e),c=l.createPickProject(e),f=i(e),h=i(e),p=i(e),d=i(e),v=new g(e,r,n,o,f,h,p,d,a(e,[{buffer:f,size:3,type:e.FLOAT},{buffer:h,size:4,type:e.FLOAT},{buffer:p,size:2,type:e.FLOAT},{buffer:d,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),s,u,c);return v.update(t),v};var y=g.prototype;y.pickSlots=1,y.setPickBase=function(t){this.pickId=t},y.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&this.projectHasAlpha)return!0;return!1},y.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&!this.projectHasAlpha)return!0;return!1};var m=[0,0],x=[0,0,0],b=[0,0,0],_=[0,0,0,1],w=[0,0,0,1],T=f.slice(),k=[0,0,0],A=[[0,0,0],[0,0,0]];function M(t){return t[0]=t[1]=t[2]=0,t}function S(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function E(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}var L=[[-1e8,-1e8,-1e8],[1e8,1e8,1e8]];function C(t,e,r,n,i,a,o){var l=r.gl;if((a===r.projectHasAlpha||o)&&function(t,e,r,n){var i,a=e.axesProject,o=e.gl,l=t.uniforms,u=r.model||f,c=r.view||f,h=r.projection||f,d=e.axesBounds,v=function(t){for(var e=A,r=0;r<2;++r)for(var n=0;n<3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);i=e.axes&&e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],m[0]=2/o.drawingBufferWidth,m[1]=2/o.drawingBufferHeight,t.bind(),l.view=c,l.projection=h,l.screenSize=m,l.highlightId=e.highlightId,l.highlightScale=e.highlightScale,l.clipBounds=v,l.pickGroup=e.pickId/255,l.pixelRatio=n;for(var g=0;g<3;++g)if(a[g]){l.scale=e.projectScale[g],l.opacity=e.projectOpacity[g];for(var y=T,L=0;L<16;++L)y[L]=0;for(L=0;L<4;++L)y[5*L]=1;y[5*g]=0,i[g]<0?y[12+g]=d[0][g]:y[12+g]=d[1][g],s(y,u,y),l.model=y;var C=(g+1)%3,P=(g+2)%3,O=M(x),I=M(b);O[C]=1,I[P]=1;var D=p(0,0,0,S(_,O)),z=p(0,0,0,S(w,I));if(Math.abs(D[1])>Math.abs(z[1])){var R=D;D=z,z=R,R=O,O=I,I=R;var F=C;C=P,P=F}D[0]<0&&(O[C]=-1),z[1]>0&&(I[P]=-1);var B=0,N=0;for(L=0;L<4;++L)B+=Math.pow(u[4*C+L],2),N+=Math.pow(u[4*P+L],2);O[C]/=Math.sqrt(B),I[P]/=Math.sqrt(N),l.axes[0]=O,l.axes[1]=I,l.fragClipBounds[0]=E(k,v[0],g,-1e8),l.fragClipBounds[1]=E(k,v[1],g,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth>0&&(o.lineWidth(e.lineWidth*n),e.vao.draw(o.LINES,e.lineVertexCount,e.vertexCount)),e.vao.unbind()}}(e,r,n,i),a===r.hasAlpha||o){t.bind();var u=t.uniforms;u.model=n.model||f,u.view=n.view||f,u.projection=n.projection||f,m[0]=2/l.drawingBufferWidth,m[1]=2/l.drawingBufferHeight,u.screenSize=m,u.highlightId=r.highlightId,u.highlightScale=r.highlightScale,u.fragClipBounds=L,u.clipBounds=r.axes.bounds,u.opacity=r.opacity,u.pickGroup=r.pickId/255,u.pixelRatio=i,r.vao.bind(),r.vao.draw(l.TRIANGLES,r.vertexCount),r.lineWidth>0&&(l.lineWidth(r.lineWidth*i),r.vao.draw(l.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function P(t,e,r,i){var a;a=Array.isArray(t)?e<t.length?t[e]:void 0:t,a=c(a);var o=!0;n(a)&&(a=\"▼\",o=!1);var s=u(a,r,i);return{mesh:s[0],lines:s[1],bounds:s[2],visible:o}}y.draw=function(t){C(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!1,!1)},y.drawTransparent=function(t){C(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!0,!1)},y.drawPick=function(t){C(this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader,this.pickProjectShader,this,t,1,!0,!0)},y.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[2]+(t.value[1]<<8)+(t.value[0]<<16);if(e>=this.pointCount||e<0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var i=0;i<3;++i)n.position[i]=n.dataCoordinate[i]=r[i];return n},y.highlight=function(t){if(t){var e=t.index,r=255&e,n=e>>8&255,i=e>>16&255;this.highlightId=[r/255,n/255,i/255,0]}else this.highlightId=[1,1,1,1]},y.update=function(t){if(\"perspective\"in(t=t||{})&&(this.useOrtho=!t.perspective),\"orthographic\"in t&&(this.useOrtho=!!t.orthographic),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"project\"in t)if(Array.isArray(t.project))this.axesProject=t.project;else{var e=!!t.project;this.axesProject=[e,e,e]}if(\"projectScale\"in t)if(Array.isArray(t.projectScale))this.projectScale=t.projectScale.slice();else{var r=+t.projectScale;this.projectScale=[r,r,r]}if(this.projectHasAlpha=!1,\"projectOpacity\"in t){Array.isArray(t.projectOpacity)?this.projectOpacity=t.projectOpacity.slice():(r=+t.projectOpacity,this.projectOpacity=[r,r,r]);for(var n=0;n<3;++n)this.projectOpacity[n]=v(this.projectOpacity[n]),this.projectOpacity[n]<1&&(this.projectHasAlpha=!0)}this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=v(t.opacity),this.opacity<1&&(this.hasAlpha=!0)),this.dirty=!0;var i,a,s=t.position,l=t.font||\"normal\",u=t.alignment||[0,0];if(2===u.length)i=u[0],a=u[1];else for(i=[],a=[],n=0;n<u.length;++n)i[n]=u[n][0],a[n]=u[n][1];var c=[1/0,1/0,1/0],f=[-1/0,-1/0,-1/0],h=t.glyph,p=t.color,d=t.size,g=t.angle,y=t.lineColor,m=-1,x=0,b=0,_=0;if(s.length){_=s.length;t:for(n=0;n<_;++n){for(var w=s[n],T=0;T<3;++T)if(isNaN(w[T])||!isFinite(w[T]))continue t;var k=(N=P(h,n,l,this.pixelRatio)).mesh,A=N.lines,M=N.bounds;x+=3*k.cells.length,b+=2*A.edges.length}}var S=x+b,E=o.mallocFloat(3*S),L=o.mallocFloat(4*S),C=o.mallocFloat(2*S),O=o.mallocUint32(S);if(S>0){var I=0,D=x,z=[0,0,0,1],R=[0,0,0,1],F=Array.isArray(p)&&Array.isArray(p[0]),B=Array.isArray(y)&&Array.isArray(y[0]);t:for(n=0;n<_;++n){for(m+=1,w=s[n],T=0;T<3;++T){if(isNaN(w[T])||!isFinite(w[T]))continue t;f[T]=Math.max(f[T],w[T]),c[T]=Math.min(c[T],w[T])}k=(N=P(h,n,l,this.pixelRatio)).mesh,A=N.lines,M=N.bounds;var N,j=N.visible;if(j)if(Array.isArray(p)){if(3===(U=F?n<p.length?p[n]:[0,0,0,0]:p).length){for(T=0;T<3;++T)z[T]=U[T];z[3]=1}else if(4===U.length){for(T=0;T<4;++T)z[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else z[0]=z[1]=z[2]=0,z[3]=1;else z=[1,1,1,0];if(j)if(Array.isArray(y)){var U;if(3===(U=B?n<y.length?y[n]:[0,0,0,0]:y).length){for(T=0;T<3;++T)R[T]=U[T];R[T]=1}else if(4===U.length){for(T=0;T<4;++T)R[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else R[0]=R[1]=R[2]=0,R[3]=1;else R=[1,1,1,0];var V=.5;j?Array.isArray(d)?V=n<d.length?+d[n]:12:d?V=+d:this.useOrtho&&(V=12):V=0;var H=0;Array.isArray(g)?H=n<g.length?+g[n]:0:g&&(H=+g);var q=Math.cos(H),G=Math.sin(H);for(w=s[n],T=0;T<3;++T)f[T]=Math.max(f[T],w[T]),c[T]=Math.min(c[T],w[T]);var Z=i,Y=a;Z=0,Array.isArray(i)?Z=n<i.length?i[n]:0:i&&(Z=i),Y=0,Array.isArray(a)?Y=n<a.length?a[n]:0:a&&(Y=a);var W=[Z*=Z>0?1-M[0][0]:Z<0?1+M[1][0]:1,Y*=Y>0?1-M[0][1]:Y<0?1+M[1][1]:1],X=k.cells||[],J=k.positions||[];for(T=0;T<X.length;++T)for(var K=X[T],$=0;$<3;++$){for(var Q=0;Q<3;++Q)E[3*I+Q]=w[Q];for(Q=0;Q<4;++Q)L[4*I+Q]=z[Q];O[I]=m;var tt=J[K[$]];C[2*I]=V*(q*tt[0]-G*tt[1]+W[0]),C[2*I+1]=V*(G*tt[0]+q*tt[1]+W[1]),I+=1}for(X=A.edges,J=A.positions,T=0;T<X.length;++T)for(K=X[T],$=0;$<2;++$){for(Q=0;Q<3;++Q)E[3*D+Q]=w[Q];for(Q=0;Q<4;++Q)L[4*D+Q]=R[Q];O[D]=m,tt=J[K[$]],C[2*D]=V*(q*tt[0]-G*tt[1]+W[0]),C[2*D+1]=V*(G*tt[0]+q*tt[1]+W[1]),D+=1}}}this.bounds=[c,f],this.points=s,this.pointCount=s.length,this.vertexCount=x,this.lineVertexCount=b,this.pointBuffer.update(E),this.colorBuffer.update(L),this.glyphBuffer.update(C),this.idBuffer.update(O),o.free(E),o.free(L),o.free(C),o.free(O)},y.dispose=function(){this.shader.dispose(),this.orthoShader.dispose(),this.pickPerspectiveShader.dispose(),this.pickOrthoShader.dispose(),this.vao.dispose(),this.pointBuffer.dispose(),this.colorBuffer.dispose(),this.glyphBuffer.dispose(),this.idBuffer.dispose()}},1884:function(t,e,r){\"use strict\";var n=r(6832);e.boxVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 vertex;\\n\\nuniform vec2 cornerA, cornerB;\\n\\nvoid main() {\\n  gl_Position = vec4(mix(cornerA, cornerB, vertex), 0, 1);\\n}\\n\"]),e.boxFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\n\\nvoid main() {\\n  gl_FragColor = color;\\n}\\n\"])},6623:function(t,e,r){\"use strict\";var n=r(5158),i=r(5827),a=r(1884);function o(t,e,r){this.plot=t,this.boxBuffer=e,this.boxShader=r,this.enabled=!0,this.selectBox=[1/0,1/0,-1/0,-1/0],this.borderColor=[0,0,0,1],this.innerFill=!1,this.innerColor=[0,0,0,.25],this.outerFill=!0,this.outerColor=[0,0,0,.5],this.borderWidth=10}t.exports=function(t,e){var r=t.gl,s=new o(t,i(r,[0,0,0,1,1,0,1,1]),n(r,a.boxVertex,a.boxFragment));return s.update(e),t.addOverlay(s),s};var s=o.prototype;s.draw=function(){if(this.enabled){var t=this.plot,e=this.selectBox,r=this.borderWidth,n=(this.innerFill,this.innerColor),i=(this.outerFill,this.outerColor),a=this.borderColor,o=t.box,s=t.screenBox,l=t.dataBox,u=t.viewBox,c=t.pixelRatio,f=(e[0]-l[0])*(u[2]-u[0])/(l[2]-l[0])+u[0],h=(e[1]-l[1])*(u[3]-u[1])/(l[3]-l[1])+u[1],p=(e[2]-l[0])*(u[2]-u[0])/(l[2]-l[0])+u[0],d=(e[3]-l[1])*(u[3]-u[1])/(l[3]-l[1])+u[1];if(f=Math.max(f,u[0]),h=Math.max(h,u[1]),p=Math.min(p,u[2]),d=Math.min(d,u[3]),!(p<f||d<h)){o.bind();var v=s[2]-s[0],g=s[3]-s[1];if(this.outerFill&&(o.drawBox(0,0,v,h,i),o.drawBox(0,h,f,d,i),o.drawBox(0,d,v,g,i),o.drawBox(p,h,v,d,i)),this.innerFill&&o.drawBox(f,h,p,d,n),r>0){var y=r*c;o.drawBox(f-y,h-y,p+y,h+y,a),o.drawBox(f-y,d-y,p+y,d+y,a),o.drawBox(f-y,h-y,f+y,d+y,a),o.drawBox(p-y,h-y,p+y,d+y,a)}}}},s.update=function(t){t=t||{},this.innerFill=!!t.innerFill,this.outerFill=!!t.outerFill,this.innerColor=(t.innerColor||[0,0,0,.5]).slice(),this.outerColor=(t.outerColor||[0,0,0,.5]).slice(),this.borderColor=(t.borderColor||[0,0,0,1]).slice(),this.borderWidth=t.borderWidth||0,this.selectBox=(t.selectBox||this.selectBox).slice()},s.dispose=function(){this.boxBuffer.dispose(),this.boxShader.dispose(),this.plot.removeOverlay(this)}},2611:function(t,e,r){\"use strict\";t.exports=function(t,e){var r=e[0],a=e[1];return new l(t,n(t,r,a,{}),i.mallocUint8(r*a*4))};var n=r(4234),i=r(5306),a=r(5050),o=r(2288).nextPow2;function s(t,e,r,n,i){this.coord=[t,e],this.id=r,this.value=n,this.distance=i}function l(t,e,r){this.gl=t,this.fbo=e,this.buffer=r,this._readTimeout=null;var 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h=u,p=c,d=0;d<3;++d)i&&i[d]<0?(h[d]=this.bounds[0][d],p[d]=this.bounds[1][d]):(h[d]=this.bounds[1][d],p[d]=this.bounds[0][d]);for(f[0]=e.drawingBufferWidth,f[1]=e.drawingBufferHeight,n.uniforms.model=a,n.uniforms.view=s,n.uniforms.projection=l,n.uniforms.coordinates=[this.position,h,p],n.uniforms.colors=this.colors,n.uniforms.screenShape=f,d=0;d<3;++d)n.uniforms.lineWidth=this.lineWidth[d]*this.pixelRatio,this.enabled[d]&&(r.draw(e.TRIANGLES,6,6*d),this.drawSides[d]&&r.draw(e.TRIANGLES,12,18+12*d));r.unbind()},l.update=function(t){t&&(\"bounds\"in t&&(this.bounds=t.bounds),\"position\"in t&&(this.position=t.position),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"colors\"in t&&(this.colors=t.colors),\"enabled\"in t&&(this.enabled=t.enabled),\"drawSides\"in t&&(this.drawSides=t.drawSides))},l.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},9578:function(t,e,r){var n=r(6832),i=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, tubeScale;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * tubePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(tubePosition, 1.0);\\n  vec4 t_position  = view * tubePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = tubePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float tubeScale;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  gl_Position = projection * view * tubePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);e.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec4\"}]},e.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec4\"}]}},7307:function(t,e,r){\"use strict\";var n=r(2858),i=r(4020),a=[\"xyz\",\"xzy\",\"yxz\",\"yzx\",\"zxy\",\"zyx\"],o=function(t,e){var r,n=t.length;for(r=0;r<n;r++){var i=t[r];if(i===e)return r;if(i>e)return r-1}return r},s=function(t,e,r){return t<e?e:t>r?r:t},l=function(t){var e=1/0;t.sort((function(t,e){return t-e}));for(var r=t.length,n=1;n<r;n++){var i=Math.abs(t[n]-t[n-1]);i<e&&(e=i)}return e};t.exports=function(t,e){var r=t.startingPositions,u=t.maxLength||1e3,c=t.tubeSize||1,f=t.absoluteTubeSize,h=t.gridFill||\"+x+y+z\",p={};-1!==h.indexOf(\"-x\")&&(p.reversedX=!0),-1!==h.indexOf(\"-y\")&&(p.reversedY=!0),-1!==h.indexOf(\"-z\")&&(p.reversedZ=!0),p.filled=a.indexOf(h.replace(/-/g,\"\").replace(/\\+/g,\"\"));var d=t.getVelocity||function(e){return function(t,e,r){var i=e.vectors,a=e.meshgrid,l=t[0],u=t[1],c=t[2],f=a[0].length,h=a[1].length,p=a[2].length,d=o(a[0],l),v=o(a[1],u),g=o(a[2],c),y=d+1,m=v+1,x=g+1;if(d=s(d,0,f-1),y=s(y,0,f-1),v=s(v,0,h-1),m=s(m,0,h-1),g=s(g,0,p-1),x=s(x,0,p-1),d<0||v<0||g<0||y>f-1||m>h-1||x>p-1)return n.create();var b,_,w,T,k,A,M=a[0][d],S=a[0][y],E=a[1][v],L=a[1][m],C=a[2][g],P=(l-M)/(S-M),O=(u-E)/(L-E),I=(c-C)/(a[2][x]-C);switch(isFinite(P)||(P=.5),isFinite(O)||(O=.5),isFinite(I)||(I=.5),r.reversedX&&(d=f-1-d,y=f-1-y),r.reversedY&&(v=h-1-v,m=h-1-m),r.reversedZ&&(g=p-1-g,x=p-1-x),r.filled){case 5:k=g,A=x,w=v*p,T=m*p,b=d*p*h,_=y*p*h;break;case 4:k=g,A=x,b=d*p,_=y*p,w=v*p*f,T=m*p*f;break;case 3:w=v,T=m,k=g*h,A=x*h,b=d*h*p,_=y*h*p;break;case 2:w=v,T=m,b=d*h,_=y*h,k=g*h*f,A=x*h*f;break;case 1:b=d,_=y,k=g*f,A=x*f,w=v*f*p,T=m*f*p;break;default:b=d,_=y,w=v*f,T=m*f,k=g*f*h,A=x*f*h}var D=i[b+w+k],z=i[b+w+A],R=i[b+T+k],F=i[b+T+A],B=i[_+w+k],N=i[_+w+A],j=i[_+T+k],U=i[_+T+A],V=n.create(),H=n.create(),q=n.create(),G=n.create();n.lerp(V,D,B,P),n.lerp(H,z,N,P),n.lerp(q,R,j,P),n.lerp(G,F,U,P);var Z=n.create(),Y=n.create();n.lerp(Z,V,q,O),n.lerp(Y,H,G,O);var W=n.create();return n.lerp(W,Z,Y,I),W}(e,t,p)},v=t.getDivergence||function(t,e){var r=n.create(),i=1e-4;n.add(r,t,[i,0,0]);var a=d(r);n.subtract(a,a,e),n.scale(a,a,1/i),n.add(r,t,[0,i,0]);var o=d(r);n.subtract(o,o,e),n.scale(o,o,1/i),n.add(r,t,[0,0,i]);var s=d(r);return n.subtract(s,s,e),n.scale(s,s,1/i),n.add(r,a,o),n.add(r,r,s),r},g=[],y=e[0][0],m=e[0][1],x=e[0][2],b=e[1][0],_=e[1][1],w=e[1][2],T=function(t){var e=t[0],r=t[1],n=t[2];return!(e<y||e>b||r<m||r>_||n<x||n>w)},k=10*n.distance(e[0],e[1])/u,A=k*k,M=1,S=0,E=r.length;E>1&&(M=function(t){for(var e=[],r=[],n=[],i={},a={},o={},s=t.length,u=0;u<s;u++){var c=t[u],f=c[0],h=c[1],p=c[2];i[f]||(e.push(f),i[f]=!0),a[h]||(r.push(h),a[h]=!0),o[p]||(n.push(p),o[p]=!0)}var d=l(e),v=l(r),g=l(n),y=Math.min(d,v,g);return isFinite(y)?y:1}(r));for(var L=0;L<E;L++){var C=n.create();n.copy(C,r[L]);var P=[C],O=[],I=d(C),D=C;O.push(I);var z=[],R=v(C,I),F=n.length(R);isFinite(F)&&F>S&&(S=F),z.push(F),g.push({points:P,velocities:O,divergences:z});for(var B=0;B<100*u&&P.length<u&&T(C);){B++;var N=n.clone(I),j=n.squaredLength(N);if(0===j)break;j>A&&n.scale(N,N,k/Math.sqrt(j)),n.add(N,N,C),I=d(N),n.squaredDistance(D,N)-A>-1e-4*A&&(P.push(N),D=N,O.push(I),R=v(N,I),F=n.length(R),isFinite(F)&&F>S&&(S=F),z.push(F)),C=N}}var U=function(t,e,r,a){for(var o=0,s=0;s<t.length;s++)for(var l=t[s].velocities,u=0;u<l.length;u++)o=Math.max(o,n.length(l[u]));var c=t.map((function(t){return function(t,e,r,a){for(var o=t.points,s=t.velocities,l=t.divergences,u=[],c=[],f=[],h=[],p=[],d=[],v=0,g=0,y=i.create(),m=i.create(),x=0;x<o.length;x++){var b=o[x],_=s[x],w=l[x];0===e&&(w=.05*r),g=n.length(_)/a,y=i.create(),n.copy(y,_),y[3]=w;for(var T=0;T<8;T++)p[T]=[b[0],b[1],b[2],T];if(h.length>0)for(T=0;T<8;T++){var k=(T+1)%8;u.push(h[T],p[T],p[k],p[k],h[k],h[T]),f.push(m,y,y,y,m,m),d.push(v,g,g,g,v,v);var A=u.length;c.push([A-6,A-5,A-4],[A-3,A-2,A-1])}var M=h;h=p,p=M;var S=m;m=y,y=S;var E=v;v=g,g=E}return{positions:u,cells:c,vectors:f,vertexIntensity:d}}(t,r,a,o)})),f=[],h=[],p=[],d=[];for(s=0;s<c.length;s++){var v=c[s],g=f.length;for(f=f.concat(v.positions),p=p.concat(v.vectors),d=d.concat(v.vertexIntensity),u=0;u<v.cells.length;u++){var y=v.cells[u],m=[];h.push(m);for(var x=0;x<y.length;x++)m.push(y[x]+g)}}return{positions:f,cells:h,vectors:p,vertexIntensity:d,colormap:e}}(g,t.colormap,S,M);return f?U.tubeScale=f:(0===S&&(S=1),U.tubeScale=.5*c*M/S),U};var u=r(9578),c=r(1140).createMesh;t.exports.createTubeMesh=function(t,e){return c(t,e,{shaders:u,traceType:\"streamtube\"})}},9054:function(t,e,r){var n=r(5158),i=r(6832),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute vec3 f;\\nattribute vec3 normal;\\n\\nuniform vec3 objectOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 lightPosition, eyePosition;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 localCoordinate = vec3(uv.zw, f.x);\\n  worldCoordinate = objectOffset + localCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n  vec4 clipPosition = projection * view * worldPosition;\\n  gl_Position = clipPosition;\\n  kill = f.y;\\n  value = f.z;\\n  planeCoordinate = uv.xy;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * worldPosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  lightDirection = lightPosition - cameraCoordinate.xyz;\\n  eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  surfaceNormal  = normalize((vec4(normal,0) * inverseModel).xyz);\\n}\\n\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat beckmannSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness) {\\n  return beckmannDistribution(dot(surfaceNormal, normalize(lightDirection + viewDirection)), roughness);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 lowerBound, upperBound;\\nuniform float contourTint;\\nuniform vec4 contourColor;\\nuniform sampler2D colormap;\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform float vertexColor;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  if (\\n    kill > 0.0 ||\\n    vColor.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], worldCoordinate)\\n  ) discard;\\n\\n  vec3 N = normalize(surfaceNormal);\\n  vec3 V = normalize(eyeDirection);\\n  vec3 L = normalize(lightDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = max(beckmannSpecular(L, V, N, roughness), 0.);\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  //decide how to interpolate color — in vertex or in fragment\\n  vec4 surfaceColor =\\n    step(vertexColor, .5) * texture2D(colormap, vec2(value, value)) +\\n    step(.5, vertexColor) * vColor;\\n\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = mix(litColor, contourColor, contourTint) * opacity;\\n}\\n\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute float f;\\n\\nuniform vec3 objectOffset;\\nuniform mat3 permutation;\\nuniform mat4 model, view, projection;\\nuniform float height, zOffset;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 dataCoordinate = permutation * vec3(uv.xy, height);\\n  worldCoordinate = objectOffset + dataCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n\\n  vec4 clipPosition = projection * view * worldPosition;\\n  clipPosition.z += zOffset;\\n\\n  gl_Position = clipPosition;\\n  value = f + objectOffset.z;\\n  kill = -1.0;\\n  planeCoordinate = uv.zw;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Don't do lighting for contours\\n  surfaceNormal   = vec3(1,0,0);\\n  eyeDirection    = vec3(0,1,0);\\n  lightDirection  = vec3(0,0,1);\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec2 shape;\\nuniform vec3 clipBounds[2];\\nuniform float pickId;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 surfaceNormal;\\n\\nvec2 splitFloat(float v) {\\n  float vh = 255.0 * v;\\n  float upper = floor(vh);\\n  float lower = fract(vh);\\n  return vec2(upper / 255.0, floor(lower * 16.0) / 16.0);\\n}\\n\\nvoid main() {\\n  if ((kill > 0.0) ||\\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) discard;\\n\\n  vec2 ux = splitFloat(planeCoordinate.x / shape.x);\\n  vec2 uy = splitFloat(planeCoordinate.y / shape.y);\\n  gl_FragColor = vec4(pickId, ux.x, uy.x, ux.y + (uy.y/16.0));\\n}\\n\"]);e.createShader=function(t){var e=n(t,a,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},e.createPickShader=function(t){var e=n(t,a,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},e.createContourShader=function(t){var e=n(t,s,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},e.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},3754:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl,r=m(e),n=b(e),s=x(e),l=_(e),u=i(e),c=a(e,[{buffer:u,size:4,stride:w,offset:0},{buffer:u,size:3,stride:w,offset:16},{buffer:u,size:3,stride:w,offset:28}]),f=i(e),h=a(e,[{buffer:f,size:4,stride:20,offset:0},{buffer:f,size:1,stride:20,offset:16}]),p=i(e),d=a(e,[{buffer:p,size:2,type:e.FLOAT}]),v=o(e,1,S,e.RGBA,e.UNSIGNED_BYTE);v.minFilter=e.LINEAR,v.magFilter=e.LINEAR;var g=new E(e,[0,0],[[0,0,0],[0,0,0]],r,n,u,c,v,s,l,f,h,p,d,[0,0,0]),y={levels:[[],[],[]]};for(var T in t)y[T]=t[T];return y.colormap=y.colormap||\"jet\",g.update(y),g};var n=r(2288),i=r(5827),a=r(2944),o=r(8931),s=r(5306),l=r(9156),u=r(7498),c=r(7382),f=r(5050),h=r(4162),p=r(104),d=r(7437),v=r(5070),g=r(9144),y=r(9054),m=y.createShader,x=y.createContourShader,b=y.createPickShader,_=y.createPickContourShader,w=40,T=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],k=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],A=[[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0]];function M(t,e,r,n,i){this.position=t,this.index=e,this.uv=r,this.level=n,this.dataCoordinate=i}!function(){for(var t=0;t<3;++t){var e=A[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();var S=256;function E(t,e,r,n,i,a,o,l,u,c,h,p,d,v,g){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=g,this.intensityBounds=[],this._shader=n,this._pickShader=i,this._coordinateBuffer=a,this._vao=o,this._colorMap=l,this._contourShader=u,this._contourPickShader=c,this._contourBuffer=h,this._contourVAO=p,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new M([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=d,this._dynamicVAO=v,this._dynamicOffsets=[0,0,0],this._dynamicCounts=[0,0,0],this.contourWidth=[1,1,1],this.contourLevels=[[1],[1],[1]],this.contourTint=[0,0,0],this.contourColor=[[.5,.5,.5,1],[.5,.5,.5,1],[.5,.5,.5,1]],this.showContour=!0,this.showSurface=!0,this.enableHighlight=[!0,!0,!0],this.highlightColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.highlightTint=[1,1,1],this.highlightLevel=[-1,-1,-1],this.enableDynamic=[!0,!0,!0],this.dynamicLevel=[NaN,NaN,NaN],this.dynamicColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.dynamicTint=[1,1,1],this.dynamicWidth=[1,1,1],this.axesBounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.surfaceProject=[!1,!1,!1],this.contourProject=[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],this.colorBounds=[!1,!1],this._field=[f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0])],this.pickId=1,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.snapToData=!1,this.pixelRatio=1,this.opacity=1,this.lightPosition=[10,1e4,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.vertexColor=0,this.dirty=!0}var L=E.prototype;L.genColormap=function(t,e){var r=!1,n=c([l({colormap:t,nshades:S,format:\"rgba\"}).map((function(t,n){var i=e?function(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}(n/255,e):t[3];return i<1&&(r=!0),[t[0],t[1],t[2],255*i]}))]);return u.divseq(n,255),this.hasAlphaScale=r,n},L.isTransparent=function(){return this.opacity<1||this.hasAlphaScale},L.isOpaque=function(){return!this.isTransparent()},L.pickSlots=1,L.setPickBase=function(t){this.pickId=t};var C=[0,0,0],P={showSurface:!1,showContour:!1,projections:[T.slice(),T.slice(),T.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function O(t,e){var r,n,i,a=e.axes&&e.axes.lastCubeProps.axis||C,o=e.showSurface,s=e.showContour;for(r=0;r<3;++r)for(o=o||e.surfaceProject[r],n=0;n<3;++n)s=s||e.contourProject[r][n];for(r=0;r<3;++r){var l=P.projections[r];for(n=0;n<16;++n)l[n]=0;for(n=0;n<4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(a[r]>0)][r],p(l,t.model,l);var u=P.clipBounds[r];for(i=0;i<2;++i)for(n=0;n<3;++n)u[i][n]=t.clipBounds[i][n];u[0][r]=-1e8,u[1][r]=1e8}return P.showSurface=o,P.showContour=s,P}var I={model:T,view:T,projection:T,inverseModel:T.slice(),lowerBound:[0,0,0],upperBound:[0,0,0],colorMap:0,clipBounds:[[0,0,0],[0,0,0]],height:0,contourTint:0,contourColor:[0,0,0,1],permutation:[1,0,0,0,1,0,0,0,1],zOffset:-1e-4,objectOffset:[0,0,0],kambient:1,kdiffuse:1,kspecular:1,lightPosition:[1e3,1e3,1e3],eyePosition:[0,0,0],roughness:1,fresnel:1,opacity:1,vertexColor:0},D=T.slice(),z=[1,0,0,0,1,0,0,0,1];function R(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=I;n.model=t.model||T,n.view=t.view||T,n.projection=t.projection||T,n.lowerBound=[this.bounds[0][0],this.bounds[0][1],this.colorBounds[0]||this.bounds[0][2]],n.upperBound=[this.bounds[1][0],this.bounds[1][1],this.colorBounds[1]||this.bounds[1][2]],n.objectOffset=this.objectOffset,n.contourColor=this.contourColor[0],n.inverseModel=d(n.inverseModel,n.model);for(var i=0;i<2;++i)for(var a=n.clipBounds[i],o=0;o<3;++o)a[o]=Math.min(Math.max(this.clipBounds[i][o],-1e8),1e8);n.kambient=this.ambientLight,n.kdiffuse=this.diffuseLight,n.kspecular=this.specularLight,n.roughness=this.roughness,n.fresnel=this.fresnel,n.opacity=this.opacity,n.height=0,n.permutation=z,n.vertexColor=this.vertexColor;var s=D;for(p(s,n.view,n.model),p(s,n.projection,s),d(s,s),i=0;i<3;++i)n.eyePosition[i]=s[12+i]/s[15];var l=s[15];for(i=0;i<3;++i)l+=this.lightPosition[i]*s[4*i+3];for(i=0;i<3;++i){var u=s[12+i];for(o=0;o<3;++o)u+=s[4*o+i]*this.lightPosition[o];n.lightPosition[i]=u/l}var c=O(n,this);if(c.showSurface){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&&this._vertexCount&&this._vao.draw(r.TRIANGLES,this._vertexCount),i=0;i<3;++i)this.surfaceProject[i]&&this.vertexCount&&(this._shader.uniforms.model=c.projections[i],this._shader.uniforms.clipBounds=c.clipBounds[i],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(c.showContour){var f=this._contourShader;n.kambient=1,n.kdiffuse=0,n.kspecular=0,n.opacity=1,f.bind(),f.uniforms=n;var h=this._contourVAO;for(h.bind(),i=0;i<3;++i)for(f.uniforms.permutation=A[i],r.lineWidth(this.contourWidth[i]*this.pixelRatio),o=0;o<this.contourLevels[i].length;++o)o===this.highlightLevel[i]?(f.uniforms.contourColor=this.highlightColor[i],f.uniforms.contourTint=this.highlightTint[i]):0!==o&&o-1!==this.highlightLevel[i]||(f.uniforms.contourColor=this.contourColor[i],f.uniforms.contourTint=this.contourTint[i]),this._contourCounts[i][o]&&(f.uniforms.height=this.contourLevels[i][o],h.draw(r.LINES,this._contourCounts[i][o],this._contourOffsets[i][o]));for(i=0;i<3;++i)for(f.uniforms.model=c.projections[i],f.uniforms.clipBounds=c.clipBounds[i],o=0;o<3;++o)if(this.contourProject[i][o]){f.uniforms.permutation=A[o],r.lineWidth(this.contourWidth[o]*this.pixelRatio);for(var v=0;v<this.contourLevels[o].length;++v)v===this.highlightLevel[o]?(f.uniforms.contourColor=this.highlightColor[o],f.uniforms.contourTint=this.highlightTint[o]):0!==v&&v-1!==this.highlightLevel[o]||(f.uniforms.contourColor=this.contourColor[o],f.uniforms.contourTint=this.contourTint[o]),this._contourCounts[o][v]&&(f.uniforms.height=this.contourLevels[o][v],h.draw(r.LINES,this._contourCounts[o][v],this._contourOffsets[o][v]))}for(h.unbind(),(h=this._dynamicVAO).bind(),i=0;i<3;++i)if(0!==this._dynamicCounts[i])for(f.uniforms.model=n.model,f.uniforms.clipBounds=n.clipBounds,f.uniforms.permutation=A[i],r.lineWidth(this.dynamicWidth[i]*this.pixelRatio),f.uniforms.contourColor=this.dynamicColor[i],f.uniforms.contourTint=this.dynamicTint[i],f.uniforms.height=this.dynamicLevel[i],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]),o=0;o<3;++o)this.contourProject[o][i]&&(f.uniforms.model=c.projections[o],f.uniforms.clipBounds=c.clipBounds[o],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]));h.unbind()}}L.draw=function(t){return R.call(this,t,!1)},L.drawTransparent=function(t){return R.call(this,t,!0)};var F={model:T,view:T,projection:T,inverseModel:T,clipBounds:[[0,0,0],[0,0,0]],height:0,shape:[0,0],pickId:0,lowerBound:[0,0,0],upperBound:[0,0,0],zOffset:0,objectOffset:[0,0,0],permutation:[1,0,0,0,1,0,0,0,1],lightPosition:[0,0,0],eyePosition:[0,0,0]};function B(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function N(t){return Array.isArray(t)?3===t.length?[t[0],t[1],t[2],1]:[t[0],t[1],t[2],t[3]]:[0,0,0,1]}function j(t){if(Array.isArray(t)){if(Array.isArray(t))return[N(t[0]),N(t[1]),N(t[2])];var e=N(t);return[e.slice(),e.slice(),e.slice()]}}L.drawPick=function(t){t=t||{};var e=this.gl;e.disable(e.CULL_FACE);var r=F;r.model=t.model||T,r.view=t.view||T,r.projection=t.projection||T,r.shape=this._field[2].shape,r.pickId=this.pickId/255,r.lowerBound=this.bounds[0],r.upperBound=this.bounds[1],r.objectOffset=this.objectOffset,r.permutation=z;for(var n=0;n<2;++n)for(var i=r.clipBounds[n],a=0;a<3;++a)i[a]=Math.min(Math.max(this.clipBounds[n][a],-1e8),1e8);var o=O(r,this);if(o.showSurface){for(this._pickShader.bind(),this._pickShader.uniforms=r,this._vao.bind(),this._vao.draw(e.TRIANGLES,this._vertexCount),n=0;n<3;++n)this.surfaceProject[n]&&(this._pickShader.uniforms.model=o.projections[n],this._pickShader.uniforms.clipBounds=o.clipBounds[n],this._vao.draw(e.TRIANGLES,this._vertexCount));this._vao.unbind()}if(o.showContour){var s=this._contourPickShader;s.bind(),s.uniforms=r;var l=this._contourVAO;for(l.bind(),a=0;a<3;++a)for(e.lineWidth(this.contourWidth[a]*this.pixelRatio),s.uniforms.permutation=A[a],n=0;n<this.contourLevels[a].length;++n)this._contourCounts[a][n]&&(s.uniforms.height=this.contourLevels[a][n],l.draw(e.LINES,this._contourCounts[a][n],this._contourOffsets[a][n]));for(n=0;n<3;++n)for(s.uniforms.model=o.projections[n],s.uniforms.clipBounds=o.clipBounds[n],a=0;a<3;++a)if(this.contourProject[n][a]){s.uniforms.permutation=A[a],e.lineWidth(this.contourWidth[a]*this.pixelRatio);for(var u=0;u<this.contourLevels[a].length;++u)this._contourCounts[a][u]&&(s.uniforms.height=this.contourLevels[a][u],l.draw(e.LINES,this._contourCounts[a][u],this._contourOffsets[a][u]))}l.unbind()}},L.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=this._field[2].shape,r=this._pickResult,n=e[0]*(t.value[0]+(t.value[2]>>4)/16)/255,i=Math.floor(n),a=n-i,o=e[1]*(t.value[1]+(15&t.value[2])/16)/255,s=Math.floor(o),l=o-s;i+=1,s+=1;var u=r.position;u[0]=u[1]=u[2]=0;for(var c=0;c<2;++c)for(var f=c?a:1-a,h=0;h<2;++h)for(var p=i+c,d=s+h,g=f*(h?l:1-l),y=0;y<3;++y)u[y]+=this._field[y].get(p,d)*g;for(var m=this._pickResult.level,x=0;x<3;++x)if(m[x]=v.le(this.contourLevels[x],u[x]),m[x]<0)this.contourLevels[x].length>0&&(m[x]=0);else if(m[x]<this.contourLevels[x].length-1){var b=this.contourLevels[x][m[x]],_=this.contourLevels[x][m[x]+1];Math.abs(b-u[x])>Math.abs(_-u[x])&&(m[x]+=1)}for(r.index[0]=a<.5?i:i+1,r.index[1]=l<.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],y=0;y<3;++y)r.dataCoordinate[y]=this._field[y].get(r.index[0],r.index[1]);return r},L.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();u.assign(t.lo(1,1).hi(r[0],r[1]),e),u.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),u.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),u.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),u.assign(t.lo(n[0]-1,1).hi(1,r[1]),e.lo(r[0]-1)),t.set(0,0,e.get(0,0)),t.set(0,n[1]-1,e.get(0,r[1]-1)),t.set(n[0]-1,0,e.get(r[0]-1,0)),t.set(n[0]-1,n[1]-1,e.get(r[0]-1,r[1]-1))},L.update=function(t){t=t||{},this.objectOffset=t.objectOffset||this.objectOffset,this.dirty=!0,\"contourWidth\"in t&&(this.contourWidth=B(t.contourWidth,Number)),\"showContour\"in t&&(this.showContour=B(t.showContour,Boolean)),\"showSurface\"in t&&(this.showSurface=!!t.showSurface),\"contourTint\"in t&&(this.contourTint=B(t.contourTint,Boolean)),\"contourColor\"in t&&(this.contourColor=j(t.contourColor)),\"contourProject\"in t&&(this.contourProject=B(t.contourProject,(function(t){return B(t,Boolean)}))),\"surfaceProject\"in t&&(this.surfaceProject=t.surfaceProject),\"dynamicColor\"in t&&(this.dynamicColor=j(t.dynamicColor)),\"dynamicTint\"in t&&(this.dynamicTint=B(t.dynamicTint,Number)),\"dynamicWidth\"in t&&(this.dynamicWidth=B(t.dynamicWidth,Number)),\"opacity\"in t&&(this.opacity=t.opacity),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale),\"colorBounds\"in t&&(this.colorBounds=t.colorBounds),\"vertexColor\"in t&&(this.vertexColor=t.vertexColor?1:0),\"colormap\"in t&&this._colorMap.setPixels(this.genColormap(t.colormap,this.opacityscale));var e=t.field||t.coords&&t.coords[2]||null,r=!1;if(e||(e=this._field[2].shape[0]||this._field[2].shape[2]?this._field[2].lo(1,1).hi(this._field[2].shape[0]-2,this._field[2].shape[1]-2):this._field[2].hi(0,0)),\"field\"in t||\"coords\"in t){var i=(e.shape[0]+2)*(e.shape[1]+2);i>this._field[2].data.length&&(s.freeFloat(this._field[2].data),this._field[2].data=s.mallocFloat(n.nextPow2(i))),this._field[2]=f(this._field[2].data,[e.shape[0]+2,e.shape[1]+2]),this.padField(this._field[2],e),this.shape=e.shape.slice();for(var a=this.shape,o=0;o<2;++o)this._field[2].size>this._field[o].data.length&&(s.freeFloat(this._field[o].data),this._field[o].data=s.mallocFloat(this._field[2].size)),this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2]);if(t.coords){var l=t.coords;if(!Array.isArray(l)||3!==l.length)throw new Error(\"gl-surface: invalid coordinates for x/y\");for(o=0;o<2;++o){var u=l[o];for(y=0;y<2;++y)if(u.shape[y]!==a[y])throw new Error(\"gl-surface: coords have incorrect shape\");this.padField(this._field[o],u)}}else if(t.ticks){var c=t.ticks;if(!Array.isArray(c)||2!==c.length)throw new Error(\"gl-surface: invalid ticks\");for(o=0;o<2;++o){var p=c[o];if((Array.isArray(p)||p.length)&&(p=f(p)),p.shape[0]!==a[o])throw new Error(\"gl-surface: invalid tick length\");var d=f(p.data,a);d.stride[o]=p.stride[0],d.stride[1^o]=0,this.padField(this._field[o],d)}}else{for(o=0;o<2;++o){var v=[0,0];v[o]=1,this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2],v,0)}this._field[0].set(0,0,0);for(var y=0;y<a[0];++y)this._field[0].set(y+1,0,y);for(this._field[0].set(a[0]+1,0,a[0]-1),this._field[1].set(0,0,0),y=0;y<a[1];++y)this._field[1].set(0,y+1,y);this._field[1].set(0,a[1]+1,a[1]-1)}var m=this._field,x=f(s.mallocFloat(3*m[2].size*2),[3,a[0]+2,a[1]+2,2]);for(o=0;o<3;++o)g(x.pick(o),m[o],\"mirror\");var b=f(s.mallocFloat(3*m[2].size),[a[0]+2,a[1]+2,3]);for(o=0;o<a[0]+2;++o)for(y=0;y<a[1]+2;++y){var _=x.get(0,o,y,0),w=x.get(0,o,y,1),T=x.get(1,o,y,0),A=x.get(1,o,y,1),M=x.get(2,o,y,0),S=x.get(2,o,y,1),E=T*S-A*M,L=M*w-S*_,C=_*A-w*T,P=Math.sqrt(E*E+L*L+C*C);P<1e-8?(P=Math.max(Math.abs(E),Math.abs(L),Math.abs(C)))<1e-8?(C=1,L=E=0,P=1):P=1/P:P=1/Math.sqrt(P),b.set(o,y,0,E*P),b.set(o,y,1,L*P),b.set(o,y,2,C*P)}s.free(x.data);var O=[1/0,1/0,1/0],I=[-1/0,-1/0,-1/0],D=1/0,z=-1/0,R=(a[0]-1)*(a[1]-1)*6,F=s.mallocFloat(n.nextPow2(10*R)),N=0,U=0;for(o=0;o<a[0]-1;++o)t:for(y=0;y<a[1]-1;++y){for(var V=0;V<2;++V)for(var H=0;H<2;++H)for(var q=0;q<3;++q){var G=this._field[q].get(1+o+V,1+y+H);if(isNaN(G)||!isFinite(G))continue t}for(q=0;q<6;++q){var Z=o+k[q][0],Y=y+k[q][1],W=this._field[0].get(Z+1,Y+1),X=this._field[1].get(Z+1,Y+1);G=this._field[2].get(Z+1,Y+1),E=b.get(Z+1,Y+1,0),L=b.get(Z+1,Y+1,1),C=b.get(Z+1,Y+1,2),t.intensity&&(J=t.intensity.get(Z,Y));var J=t.intensity?t.intensity.get(Z,Y):G+this.objectOffset[2];F[N++]=Z,F[N++]=Y,F[N++]=W,F[N++]=X,F[N++]=G,F[N++]=0,F[N++]=J,F[N++]=E,F[N++]=L,F[N++]=C,O[0]=Math.min(O[0],W+this.objectOffset[0]),O[1]=Math.min(O[1],X+this.objectOffset[1]),O[2]=Math.min(O[2],G+this.objectOffset[2]),D=Math.min(D,J),I[0]=Math.max(I[0],W+this.objectOffset[0]),I[1]=Math.max(I[1],X+this.objectOffset[1]),I[2]=Math.max(I[2],G+this.objectOffset[2]),z=Math.max(z,J),U+=1}}for(t.intensityBounds&&(D=+t.intensityBounds[0],z=+t.intensityBounds[1]),o=6;o<N;o+=10)F[o]=(F[o]-D)/(z-D);this._vertexCount=U,this._coordinateBuffer.update(F.subarray(0,N)),s.freeFloat(F),s.free(b.data),this.bounds=[O,I],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===D&&this.intensityBounds[1]===z||(r=!0),this.intensityBounds=[D,z]}if(\"levels\"in t){var K=t.levels;for(K=Array.isArray(K[0])?K.slice():[[],[],K],o=0;o<3;++o)K[o]=K[o].slice(),K[o].sort((function(t,e){return t-e}));for(o=0;o<3;++o)for(y=0;y<K[o].length;++y)K[o][y]-=this.objectOffset[o];t:for(o=0;o<3;++o){if(K[o].length!==this.contourLevels[o].length){r=!0;break}for(y=0;y<K[o].length;++y)if(K[o][y]!==this.contourLevels[o][y]){r=!0;break t}}this.contourLevels=K}if(r){m=this._field,a=this.shape;for(var $=[],Q=0;Q<3;++Q){var tt=this.contourLevels[Q],et=[],rt=[],nt=[0,0,0];for(o=0;o<tt.length;++o){var it=h(this._field[Q],tt[o]);et.push($.length/5|0),U=0;t:for(y=0;y<it.cells.length;++y){var at=it.cells[y];for(q=0;q<2;++q){var ot=it.positions[at[q]],st=ot[0],lt=0|Math.floor(st),ut=st-lt,ct=ot[1],ft=0|Math.floor(ct),ht=ct-ft,pt=!1;e:for(var dt=0;dt<3;++dt){nt[dt]=0;var vt=(Q+dt+1)%3;for(V=0;V<2;++V){var gt=V?ut:1-ut;for(Z=0|Math.min(Math.max(lt+V,0),a[0]),H=0;H<2;++H){var yt=H?ht:1-ht;if(Y=0|Math.min(Math.max(ft+H,0),a[1]),G=dt<2?this._field[vt].get(Z,Y):(this.intensity.get(Z,Y)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(G)||isNaN(G)){pt=!0;break e}var mt=gt*yt;nt[dt]+=mt*G}}}if(pt){if(q>0){for(var xt=0;xt<5;++xt)$.pop();U-=1}continue t}$.push(nt[0],nt[1],ot[0],ot[1],nt[2]),U+=1}}rt.push(U)}this._contourOffsets[Q]=et,this._contourCounts[Q]=rt}var bt=s.mallocFloat($.length);for(o=0;o<$.length;++o)bt[o]=$[o];this._contourBuffer.update(bt),s.freeFloat(bt)}},L.dispose=function(){this._shader.dispose(),this._vao.dispose(),this._coordinateBuffer.dispose(),this._colorMap.dispose(),this._contourBuffer.dispose(),this._contourVAO.dispose(),this._contourShader.dispose(),this._contourPickShader.dispose(),this._dynamicBuffer.dispose(),this._dynamicVAO.dispose();for(var t=0;t<3;++t)s.freeFloat(this._field[t].data)},L.highlight=function(t){var e,r;if(!t)return this._dynamicCounts=[0,0,0],this.dyanamicLevel=[NaN,NaN,NaN],void(this.highlightLevel=[-1,-1,-1]);for(e=0;e<3;++e)this.enableHighlight[e]?this.highlightLevel[e]=t.level[e]:this.highlightLevel[e]=-1;for(r=this.snapToData?t.dataCoordinate:t.position,e=0;e<3;++e)r[e]-=this.objectOffset[e];if(this.enableDynamic[0]&&r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&&r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&&r[2]!==this.dynamicLevel[2]){for(var n=0,i=this.shape,a=s.mallocFloat(12*i[0]*i[1]),o=0;o<3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var l=(o+1)%3,u=(o+2)%3,c=this._field[o],f=this._field[l],p=this._field[u],d=h(c,r[o]),v=d.cells,g=d.positions;for(this._dynamicOffsets[o]=n,e=0;e<v.length;++e)for(var y=v[e],m=0;m<2;++m){var x=g[y[m]],b=+x[0],_=0|b,w=0|Math.min(_+1,i[0]),T=b-_,k=1-T,A=+x[1],M=0|A,S=0|Math.min(M+1,i[1]),E=A-M,L=1-E,C=k*L,P=k*E,O=T*L,I=T*E,D=C*f.get(_,M)+P*f.get(_,S)+O*f.get(w,M)+I*f.get(w,S),z=C*p.get(_,M)+P*p.get(_,S)+O*p.get(w,M)+I*p.get(w,S);if(isNaN(D)||isNaN(z)){m&&(n-=1);break}a[2*n+0]=D,a[2*n+1]=z,n+=1}this._dynamicCounts[o]=n-this._dynamicOffsets[o]}else this.dynamicLevel[o]=NaN,this._dynamicCounts[o]=0;this._dynamicBuffer.update(a.subarray(0,2*n)),s.freeFloat(a)}}},8931:function(t,e,r){\"use strict\";var n=r(5050),i=r(7498),a=r(5306);t.exports=function(t){if(arguments.length<=1)throw new Error(\"gl-texture2d: Missing arguments for texture2d constructor\");if(o||function(t){o=[t.LINEAR,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_NEAREST],s=[t.NEAREST,t.LINEAR,t.NEAREST_MIPMAP_NEAREST,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_LINEAR],l=[t.REPEAT,t.CLAMP_TO_EDGE,t.MIRRORED_REPEAT]}(t),\"number\"==typeof arguments[1])return g(t,arguments[1],arguments[2],arguments[3]||t.RGBA,arguments[4]||t.UNSIGNED_BYTE);if(Array.isArray(arguments[1]))return g(t,0|arguments[1][0],0|arguments[1][1],arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(\"object\"==typeof arguments[1]){var e=arguments[1],r=u(e)?e:e.raw;if(r)return function(t,e,r,n,i,a){var o=v(t);return t.texImage2D(t.TEXTURE_2D,0,i,i,a,e),new h(t,o,r,n,i,a)}(t,r,0|e.width,0|e.height,arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(e.shape&&e.data&&e.stride)return function(t,e){var r=e.dtype,o=e.shape.slice(),s=t.getParameter(t.MAX_TEXTURE_SIZE);if(o[0]<0||o[0]>s||o[1]<0||o[1]>s)throw new Error(\"gl-texture2d: Invalid texture size\");var l=d(o,e.stride.slice()),u=0;\"float32\"===r?u=t.FLOAT:\"float64\"===r?(u=t.FLOAT,l=!1,r=\"float32\"):\"uint8\"===r?u=t.UNSIGNED_BYTE:(u=t.UNSIGNED_BYTE,l=!1,r=\"uint8\");var f,p,g=0;if(2===o.length)g=t.LUMINANCE,o=[o[0],o[1],1],e=n(e.data,o,[e.stride[0],e.stride[1],1],e.offset);else{if(3!==o.length)throw new Error(\"gl-texture2d: Invalid shape for texture\");if(1===o[2])g=t.ALPHA;else if(2===o[2])g=t.LUMINANCE_ALPHA;else if(3===o[2])g=t.RGB;else{if(4!==o[2])throw new Error(\"gl-texture2d: Invalid shape for pixel coords\");g=t.RGBA}}u!==t.FLOAT||t.getExtension(\"OES_texture_float\")||(u=t.UNSIGNED_BYTE,l=!1);var y=e.size;if(l)f=0===e.offset&&e.data.length===y?e.data:e.data.subarray(e.offset,e.offset+y);else{var m=[o[2],o[2]*o[0],1];p=a.malloc(y,r);var x=n(p,o,m,0);\"float32\"!==r&&\"float64\"!==r||u!==t.UNSIGNED_BYTE?i.assign(x,e):c(x,e),f=p.subarray(0,y)}var b=v(t);return t.texImage2D(t.TEXTURE_2D,0,g,o[0],o[1],0,g,u,f),l||a.free(p),new h(t,b,o[0],o[1],g,u)}(t,e)}throw new Error(\"gl-texture2d: Invalid arguments for texture2d constructor\")};var o=null,s=null,l=null;function u(t){return\"undefined\"!=typeof HTMLCanvasElement&&t instanceof HTMLCanvasElement||\"undefined\"!=typeof HTMLImageElement&&t instanceof HTMLImageElement||\"undefined\"!=typeof HTMLVideoElement&&t instanceof HTMLVideoElement||\"undefined\"!=typeof ImageData&&t instanceof ImageData}var c=function(t,e){i.muls(t,e,255)};function f(t,e,r){var n=t.gl,i=n.getParameter(n.MAX_TEXTURE_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-texture2d: Invalid texture size\");return t._shape=[e,r],t.bind(),n.texImage2D(n.TEXTURE_2D,0,t.format,e,r,0,t.format,t.type,null),t._mipLevels=[0],t}function h(t,e,r,n,i,a){this.gl=t,this.handle=e,this.format=i,this.type=a,this._shape=[r,n],this._mipLevels=[0],this._magFilter=t.NEAREST,this._minFilter=t.NEAREST,this._wrapS=t.CLAMP_TO_EDGE,this._wrapT=t.CLAMP_TO_EDGE,this._anisoSamples=1;var o=this,s=[this._wrapS,this._wrapT];Object.defineProperties(s,[{get:function(){return o._wrapS},set:function(t){return o.wrapS=t}},{get:function(){return o._wrapT},set:function(t){return o.wrapT=t}}]),this._wrapVector=s;var l=[this._shape[0],this._shape[1]];Object.defineProperties(l,[{get:function(){return o._shape[0]},set:function(t){return o.width=t}},{get:function(){return o._shape[1]},set:function(t){return o.height=t}}]),this._shapeVector=l}var p=h.prototype;function d(t,e){return 3===t.length?1===e[2]&&e[1]===t[0]*t[2]&&e[0]===t[2]:1===e[0]&&e[1]===t[0]}function v(t){var e=t.createTexture();return t.bindTexture(t.TEXTURE_2D,e),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_S,t.CLAMP_TO_EDGE),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_T,t.CLAMP_TO_EDGE),e}function g(t,e,r,n,i){var a=t.getParameter(t.MAX_TEXTURE_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-texture2d: Invalid texture shape\");if(i===t.FLOAT&&!t.getExtension(\"OES_texture_float\"))throw new Error(\"gl-texture2d: Floating point textures not supported on this platform\");var o=v(t);return t.texImage2D(t.TEXTURE_2D,0,n,e,r,0,n,i,null),new h(t,o,e,r,n,i)}Object.defineProperties(p,{minFilter:{get:function(){return this._minFilter},set:function(t){this.bind();var 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n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],u=e[8],c=e[9],f=e[10],h=e[11];return e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[0]=a*i-u*n,t[1]=o*i-c*n,t[2]=s*i-f*n,t[3]=l*i-h*n,t[8]=a*n+u*i,t[9]=o*n+c*i,t[10]=s*n+f*i,t[11]=l*n+h*i,t}},15692:function(t){t.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],u=e[4],c=e[5],f=e[6],h=e[7];return e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[0]=a*i+u*n,t[1]=o*i+c*n,t[2]=s*i+f*n,t[3]=l*i+h*n,t[4]=u*i-a*n,t[5]=c*i-o*n,t[6]=f*i-s*n,t[7]=h*i-l*n,t}},10789:function(t){t.exports=function(t,e,r){var n=r[0],i=r[1],a=r[2];return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*i,t[5]=e[5]*i,t[6]=e[6]*i,t[7]=e[7]*i,t[8]=e[8]*a,t[9]=e[9]*a,t[10]=e[10]*a,t[11]=e[11]*a,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},6726:function(t){t.exports=function(t){return\"mat4(\"+t[0]+\", \"+t[1]+\", \"+t[2]+\", \"+t[3]+\", \"+t[4]+\", \"+t[5]+\", \"+t[6]+\", \"+t[7]+\", \"+t[8]+\", \"+t[9]+\", \"+t[10]+\", \"+t[11]+\", \"+t[12]+\", \"+t[13]+\", \"+t[14]+\", \"+t[15]+\")\"}},31283:function(t){t.exports=function(t,e,r){var n,i,a,o,s,l,u,c,f,h,p,d,v=r[0],g=r[1],y=r[2];return e===t?(t[12]=e[0]*v+e[4]*g+e[8]*y+e[12],t[13]=e[1]*v+e[5]*g+e[9]*y+e[13],t[14]=e[2]*v+e[6]*g+e[10]*y+e[14],t[15]=e[3]*v+e[7]*g+e[11]*y+e[15]):(n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],u=e[6],c=e[7],f=e[8],h=e[9],p=e[10],d=e[11],t[0]=n,t[1]=i,t[2]=a,t[3]=o,t[4]=s,t[5]=l,t[6]=u,t[7]=c,t[8]=f,t[9]=h,t[10]=p,t[11]=d,t[12]=n*v+s*g+f*y+e[12],t[13]=i*v+l*g+h*y+e[13],t[14]=a*v+u*g+p*y+e[14],t[15]=o*v+c*g+d*y+e[15]),t}},88654:function(t){t.exports=function(t,e){if(t===e){var r=e[1],n=e[2],i=e[3],a=e[6],o=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=r,t[6]=e[9],t[7]=e[13],t[8]=n,t[9]=a,t[11]=e[14],t[12]=i,t[13]=o,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},42505:function(t,e,r){\"use strict\";var n=r(72791),i=r(71299),a=r(98580),o=r(12018),s=r(83522),l=r(25075),u=r(68016),c=r(58404),f=r(18863),h=r(10973),p=r(25677),d=r(75686),v=r(53545),g=r(56131),y=r(32879),m=r(30120),x=r(13547).nextPow2,b=new s,_=!1;if(document.body){var w=document.body.appendChild(document.createElement(\"div\"));w.style.font=\"italic small-caps bold condensed 16px/2 cursive\",getComputedStyle(w).fontStretch&&(_=!0),document.body.removeChild(w)}var T=function(t){!function(t){return\"function\"==typeof t&&t._gl&&t.prop&&t.texture&&t.buffer}(t)?this.gl=o(t):(t={regl:t},this.gl=t.regl._gl),this.shader=b.get(this.gl),this.shader?this.regl=this.shader.regl:this.regl=t.regl||a({gl:this.gl}),this.charBuffer=this.regl.buffer({type:\"uint8\",usage:\"stream\"}),this.sizeBuffer=this.regl.buffer({type:\"float\",usage:\"stream\"}),this.shader||(this.shader=this.createShader(),b.set(this.gl,this.shader)),this.batch=[],this.fontSize=[],this.font=[],this.fontAtlas=[],this.draw=this.shader.draw.bind(this),this.render=function(){this.regl._refresh(),this.draw(this.batch)},this.canvas=this.gl.canvas,this.update(h(t)?t:{})};T.prototype.createShader=function(){var t=this.regl,e=t({blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst 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float fontSize, charStep, em, align, baseline;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform vec4 color;\\n\\t\\t\\tuniform vec2 atlasSize, atlasDim, scale, translate, positionOffset;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 offset = floor(em * (vec2(align + charOffset, baseline)\\n\\t\\t\\t\\t\\t+ vec2(positionOffset.x, -positionOffset.y)))\\n\\t\\t\\t\\t\\t/ (viewport.zw * scale.xy);\\n\\n\\t\\t\\t\\tvec2 position = (position + translate) * scale;\\n\\t\\t\\t\\tposition += offset * scale;\\n\\n\\t\\t\\t\\tcharCoord = position * viewport.zw + viewport.xy;\\n\\n\\t\\t\\t\\tgl_Position = vec4(position * 2. - 1., 0, 1);\\n\\n\\t\\t\\t\\tgl_PointSize = charStep;\\n\\n\\t\\t\\t\\tcharId.x = mod(char, atlasDim.x);\\n\\t\\t\\t\\tcharId.y = floor(char / atlasDim.x);\\n\\n\\t\\t\\t\\tcharWidth = width * em;\\n\\n\\t\\t\\t\\tfontColor = color / 255.;\\n\\t\\t\\t}\",frag:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tuniform float fontSize, charStep, opacity;\\n\\t\\t\\tuniform vec2 atlasSize;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform sampler2D atlas;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\n\\t\\t\\tfloat lightness(vec4 color) {\\n\\t\\t\\t\\treturn color.r * 0.299 + color.g * 0.587 + color.b * 0.114;\\n\\t\\t\\t}\\n\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 uv = gl_FragCoord.xy - charCoord + charStep * .5;\\n\\t\\t\\t\\tfloat halfCharStep = floor(charStep * .5 + .5);\\n\\n\\t\\t\\t\\t// invert y and shift by 1px (FF expecially needs that)\\n\\t\\t\\t\\tuv.y = charStep - uv.y;\\n\\n\\t\\t\\t\\t// ignore points outside of character bounding box\\n\\t\\t\\t\\tfloat halfCharWidth = ceil(charWidth * .5);\\n\\t\\t\\t\\tif (floor(uv.x) > halfCharStep + halfCharWidth ||\\n\\t\\t\\t\\t\\tfloor(uv.x) < halfCharStep - halfCharWidth) return;\\n\\n\\t\\t\\t\\tuv += charId * charStep;\\n\\t\\t\\t\\tuv = uv / atlasSize;\\n\\n\\t\\t\\t\\tvec4 color = fontColor;\\n\\t\\t\\t\\tvec4 mask = texture2D(atlas, uv);\\n\\n\\t\\t\\t\\tfloat maskY = lightness(mask);\\n\\t\\t\\t\\t// float colorY = lightness(color);\\n\\t\\t\\t\\tcolor.a *= maskY;\\n\\t\\t\\t\\tcolor.a *= opacity;\\n\\n\\t\\t\\t\\t// color.a += .1;\\n\\n\\t\\t\\t\\t// antialiasing, see yiq color space y-channel formula\\n\\t\\t\\t\\t// color.rgb += (1. - color.rgb) * (1. - mask.rgb);\\n\\n\\t\\t\\t\\tgl_FragColor = color;\\n\\t\\t\\t}\"});return{regl:t,draw:e,atlas:{}}},T.prototype.update=function(t){var e=this;if(\"string\"==typeof t)t={text:t};else if(!t)return;null!=(t=i(t,{position:\"position positions coord coords coordinates\",font:\"font fontFace fontface typeface cssFont css-font family fontFamily\",fontSize:\"fontSize fontsize size font-size\",text:\"text texts chars characters value values symbols\",align:\"align alignment textAlign textbaseline\",baseline:\"baseline textBaseline textbaseline\",direction:\"dir direction textDirection\",color:\"color colour fill fill-color fillColor textColor textcolor\",kerning:\"kerning kern\",range:\"range dataBox\",viewport:\"vp viewport viewBox viewbox viewPort\",opacity:\"opacity alpha transparency visible visibility opaque\",offset:\"offset positionOffset padding shift indent indentation\"},!0)).opacity&&(Array.isArray(t.opacity)?this.opacity=t.opacity.map((function(t){return parseFloat(t)})):this.opacity=parseFloat(t.opacity)),null!=t.viewport&&(this.viewport=f(t.viewport),this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null==this.viewport&&(this.viewport={x:0,y:0,width:this.gl.drawingBufferWidth,height:this.gl.drawingBufferHeight},this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null!=t.kerning&&(this.kerning=t.kerning),null!=t.offset&&(\"number\"==typeof t.offset&&(t.offset=[t.offset,0]),this.positionOffset=m(t.offset)),t.direction&&(this.direction=t.direction),t.range&&(this.range=t.range,this.scale=[1/(t.range[2]-t.range[0]),1/(t.range[3]-t.range[1])],this.translate=[-t.range[0],-t.range[1]]),t.scale&&(this.scale=t.scale),t.translate&&(this.translate=t.translate),this.scale||(this.scale=[1/this.viewport.width,1/this.viewport.height]),this.translate||(this.translate=[0,0]),this.font.length||t.font||(t.font=T.baseFontSize+\"px sans-serif\");var r,a=!1,o=!1;if(t.font&&(Array.isArray(t.font)?t.font:[t.font]).forEach((function(t,r){if(\"string\"==typeof t)try{t=n.parse(t)}catch(e){t=n.parse(T.baseFontSize+\"px \"+t)}else t=n.parse(n.stringify(t));var i=n.stringify({size:T.baseFontSize,family:t.family,stretch:_?t.stretch:void 0,variant:t.variant,weight:t.weight,style:t.style}),s=p(t.size),l=Math.round(s[0]*d(s[1]));if(l!==e.fontSize[r]&&(o=!0,e.fontSize[r]=l),!(e.font[r]&&i==e.font[r].baseString||(a=!0,e.font[r]=T.fonts[i],e.font[r]))){var u=t.family.join(\", \"),c=[t.style];t.style!=t.variant&&c.push(t.variant),t.variant!=t.weight&&c.push(t.weight),_&&t.weight!=t.stretch&&c.push(t.stretch),e.font[r]={baseString:i,family:u,weight:t.weight,stretch:t.stretch,style:t.style,variant:t.variant,width:{},kerning:{},metrics:y(u,{origin:\"top\",fontSize:T.baseFontSize,fontStyle:c.join(\" \")})},T.fonts[i]=e.font[r]}})),(a||o)&&this.font.forEach((function(r,i){var a=n.stringify({size:e.fontSize[i],family:r.family,stretch:_?r.stretch:void 0,variant:r.variant,weight:r.weight,style:r.style});if(e.fontAtlas[i]=e.shader.atlas[a],!e.fontAtlas[i]){var o=r.metrics;e.shader.atlas[a]=e.fontAtlas[i]={fontString:a,step:2*Math.ceil(e.fontSize[i]*o.bottom*.5),em:e.fontSize[i],cols:0,rows:0,height:0,width:0,chars:[],ids:{},texture:e.regl.texture()}}null==t.text&&(t.text=e.text)})),\"string\"==typeof t.text&&t.position&&t.position.length>2){for(var 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Math.atan2(this.y-t.y,this.x-t.x)},angleWith:function(t){return this.angleWithSep(t.x,t.y)},angleWithSep:function(t,e){return Math.atan2(this.x*e-this.y*t,this.x*t+this.y*e)},_matMult:function(t){var e=t[0]*this.x+t[1]*this.y,r=t[2]*this.x+t[3]*this.y;return this.x=e,this.y=r,this},_add:function(t){return this.x+=t.x,this.y+=t.y,this},_sub:function(t){return this.x-=t.x,this.y-=t.y,this},_mult:function(t){return this.x*=t,this.y*=t,this},_div:function(t){return this.x/=t,this.y/=t,this},_multByPoint:function(t){return this.x*=t.x,this.y*=t.y,this},_divByPoint:function(t){return this.x/=t.x,this.y/=t.y,this},_unit:function(){return this._div(this.mag()),this},_perp:function(){var t=this.y;return this.y=this.x,this.x=-t,this},_rotate:function(t){var e=Math.cos(t),r=Math.sin(t),n=e*this.x-r*this.y,i=r*this.x+e*this.y;return this.x=n,this.y=i,this},_rotateAround:function(t,e){var r=Math.cos(t),n=Math.sin(t),i=e.x+r*(this.x-e.x)-n*(this.y-e.y),a=e.y+n*(this.x-e.x)+r*(this.y-e.y);return 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r.width=t.width,r.height=t.height,n.drawImage(t,0,0,t.width,t.height),n.getImageData(-e,-e,t.width+2*e,t.height+2*e)},resolveURL:function(t){return C||(C=self.document.createElement(\"a\")),C.href=t,C.href},hardwareConcurrency:self.navigator.hardwareConcurrency||4,get devicePixelRatio(){return self.devicePixelRatio},get prefersReducedMotion(){return!!self.matchMedia&&(null==P&&(P=self.matchMedia(\"(prefers-reduced-motion: reduce)\")),P.matches)}},B={API_URL:\"https://api.mapbox.com\",get EVENTS_URL(){return this.API_URL?0===this.API_URL.indexOf(\"https://api.mapbox.cn\")?\"https://events.mapbox.cn/events/v2\":0===this.API_URL.indexOf(\"https://api.mapbox.com\")?\"https://events.mapbox.com/events/v2\":null:null},FEEDBACK_URL:\"https://apps.mapbox.com/feedback\",REQUIRE_ACCESS_TOKEN:!0,ACCESS_TOKEN:null,MAX_PARALLEL_IMAGE_REQUESTS:16},N={supported:!1,testSupport:function(t){!j&&I&&(U?V(t):O=t)}},j=!1,U=!1;function V(t){var 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Date.now()>this._skuTokenExpiresAt},q.prototype.transformRequest=function(t,e){return this._transformRequestFn&&this._transformRequestFn(t,e)||{url:t}},q.prototype.normalizeStyleURL=function(t,e){if(!G(t))return t;var r=X(t);return r.path=\"/styles/v1\"+r.path,this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeGlyphsURL=function(t,e){if(!G(t))return t;var r=X(t);return r.path=\"/fonts/v1\"+r.path,this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeSourceURL=function(t,e){if(!G(t))return t;var r=X(t);return r.path=\"/v4/\"+r.authority+\".json\",r.params.push(\"secure\"),this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeSpriteURL=function(t,e,r,n){var i=X(t);return G(t)?(i.path=\"/styles/v1\"+i.path+\"/sprite\"+e+r,this._makeAPIURL(i,this._customAccessToken||n)):(i.path+=\"\"+e+r,J(i))},q.prototype.normalizeTileURL=function(t,e){if(this._isSkuTokenExpired()&&this._createSkuToken(),t&&!G(t))return t;var r=X(t),n=F.devicePixelRatio>=2||512===e?\"@2x\":\"\",i=N.supported?\".webp\":\"$1\";r.path=r.path.replace(/(\\.(png|jpg)\\d*)(?=$)/,\"\"+n+i),r.path=r.path.replace(/^.+\\/v4\\//,\"/\"),r.path=\"/v4\"+r.path;var a=this._customAccessToken||function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e].match(/^access_token=(.*)$/);if(n)return n[1]}return null}(r.params)||B.ACCESS_TOKEN;return B.REQUIRE_ACCESS_TOKEN&&a&&this._skuToken&&r.params.push(\"sku=\"+this._skuToken),this._makeAPIURL(r,a)},q.prototype.canonicalizeTileURL=function(t,e){var r=X(t);if(!r.path.match(/(^\\/v4\\/)/)||!r.path.match(/\\.[\\w]+$/))return t;var n=\"mapbox://tiles/\";n+=r.path.replace(\"/v4/\",\"\");var i=r.params;return e&&(i=i.filter((function(t){return!t.match(/^access_token=/)}))),i.length&&(n+=\"?\"+i.join(\"&\")),n},q.prototype.canonicalizeTileset=function(t,e){for(var r=!!e&&G(e),n=[],i=0,a=t.tiles||[];i<a.length;i+=1){var o=a[i];Y(o)?n.push(this.canonicalizeTileURL(o,r)):n.push(o)}return n},q.prototype._makeAPIURL=function(t,e){var r=\"See https://www.mapbox.com/api-documentation/#access-tokens-and-token-scopes\",n=X(B.API_URL);if(t.protocol=n.protocol,t.authority=n.authority,\"/\"!==n.path&&(t.path=\"\"+n.path+t.path),!B.REQUIRE_ACCESS_TOKEN)return J(t);if(!(e=e||B.ACCESS_TOKEN))throw new Error(\"An API access token is required to use Mapbox GL. \"+r);if(\"s\"===e[0])throw new Error(\"Use a public access token (pk.*) with Mapbox GL, not a secret access token (sk.*). \"+r);return t.params=t.params.filter((function(t){return-1===t.indexOf(\"access_token\")})),t.params.push(\"access_token=\"+e),J(t)};var Z=/^((https?:)?\\/\\/)?([^\\/]+\\.)?mapbox\\.c(n|om)(\\/|\\?|$)/i;function Y(t){return Z.test(t)}var W=/^(\\w+):\\/\\/([^/?]*)(\\/[^?]+)?\\??(.+)?/;function X(t){var e=t.match(W);if(!e)throw new Error(\"Unable to parse URL object\");return{protocol:e[1],authority:e[2],path:e[3]||\"/\",params:e[4]?e[4].split(\"&\"):[]}}function J(t){var e=t.params.length?\"?\"+t.params.join(\"&\"):\"\";return t.protocol+\"://\"+t.authority+t.path+e}var K=\"mapbox.eventData\";function $(t){if(!t)return null;var e,r=t.split(\".\");if(!r||3!==r.length)return null;try{return JSON.parse((e=r[1],decodeURIComponent(self.atob(e).split(\"\").map((function(t){return\"%\"+(\"00\"+t.charCodeAt(0).toString(16)).slice(-2)})).join(\"\"))))}catch(t){return null}}var Q=function(t){this.type=t,this.anonId=null,this.eventData={},this.queue=[],this.pendingRequest=null};Q.prototype.getStorageKey=function(t){var e,r,n=$(B.ACCESS_TOKEN);return e=n&&n.u?(r=n.u,self.btoa(encodeURIComponent(r).replace(/%([0-9A-F]{2})/g,(function(t,e){return String.fromCharCode(Number(\"0x\"+e))})))):B.ACCESS_TOKEN||\"\",t?K+\".\"+t+\":\"+e:K+\":\"+e},Q.prototype.fetchEventData=function(){var t=L(\"localStorage\"),e=this.getStorageKey(),r=this.getStorageKey(\"uuid\");if(t)try{var n=self.localStorage.getItem(e);n&&(this.eventData=JSON.parse(n));var 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r=this.queue.shift(),n=r.id,i=r.timestamp;n&&this.success[n]||(this.anonId||this.fetchEventData(),v(this.anonId)||(this.anonId=d()),this.postEvent(i,{skuToken:this.skuToken},(function(t){t||n&&(e.success[n]=!0)}),t))}},e}(Q),nt=function(t){function e(e){t.call(this,\"appUserTurnstile\"),this._customAccessToken=e}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.postTurnstileEvent=function(t,e){B.EVENTS_URL&&B.ACCESS_TOKEN&&Array.isArray(t)&&t.some((function(t){return G(t)||Y(t)}))&&this.queueRequest(Date.now(),e)},e.prototype.processRequests=function(t){var e=this;if(!this.pendingRequest&&0!==this.queue.length){this.anonId&&this.eventData.lastSuccess&&this.eventData.tokenU||this.fetchEventData();var r=$(B.ACCESS_TOKEN),n=r?r.u:B.ACCESS_TOKEN,i=n!==this.eventData.tokenU;v(this.anonId)||(this.anonId=d(),i=!0);var a=this.queue.shift();if(this.eventData.lastSuccess){var o=new Date(this.eventData.lastSuccess),s=new 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n(t){return(t=Math.round(t))<0?0:t>255?255:t}function i(t){return t<0?0:t>1?1:t}function a(t){return\"%\"===t[t.length-1]?n(parseFloat(t)/100*255):n(parseInt(t))}function o(t){return\"%\"===t[t.length-1]?i(parseFloat(t)/100):i(parseFloat(t))}function s(t,e,r){return r<0?r+=1:r>1&&(r-=1),6*r<1?t+(e-t)*r*6:2*r<1?e:3*r<2?t+(e-t)*(2/3-r)*6:t}try{e.parseCSSColor=function(t){var e,i=t.replace(/ /g,\"\").toLowerCase();if(i in r)return r[i].slice();if(\"#\"===i[0])return 4===i.length?(e=parseInt(i.substr(1),16))>=0&&e<=4095?[(3840&e)>>4|(3840&e)>>8,240&e|(240&e)>>4,15&e|(15&e)<<4,1]:null:7===i.length&&(e=parseInt(i.substr(1),16))>=0&&e<=16777215?[(16711680&e)>>16,(65280&e)>>8,255&e,1]:null;var l=i.indexOf(\"(\"),u=i.indexOf(\")\");if(-1!==l&&u+1===i.length){var c=i.substr(0,l),f=i.substr(l+1,u-(l+1)).split(\",\"),h=1;switch(c){case\"rgba\":if(4!==f.length)return null;h=o(f.pop());case\"rgb\":return 3!==f.length?null:[a(f[0]),a(f[1]),a(f[2]),h];case\"hsla\":if(4!==f.length)return 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se=function(t,e,r){this.sensitivity=t?e?\"variant\":\"case\":e?\"accent\":\"base\",this.locale=r,this.collator=new Intl.Collator(this.locale?this.locale:[],{sensitivity:this.sensitivity,usage:\"search\"})};se.prototype.compare=function(t,e){return this.collator.compare(t,e)},se.prototype.resolvedLocale=function(){return new Intl.Collator(this.locale?this.locale:[]).resolvedOptions().locale};var le=function(t,e,r,n,i){this.text=t,this.image=e,this.scale=r,this.fontStack=n,this.textColor=i},ue=function(t){this.sections=t};ue.fromString=function(t){return new ue([new le(t,null,null,null,null)])},ue.prototype.isEmpty=function(){return 0===this.sections.length||!this.sections.some((function(t){return 0!==t.text.length||t.image&&0!==t.image.name.length}))},ue.factory=function(t){return t instanceof ue?t:ue.fromString(t)},ue.prototype.toString=function(){return 0===this.sections.length?\"\":this.sections.map((function(t){return t.text})).join(\"\")},ue.prototype.serialize=function(){for(var t=[\"format\"],e=0,r=this.sections;e<r.length;e+=1){var n=r[e];if(n.image)t.push([\"image\",n.image.name]);else{t.push(n.text);var i={};n.fontStack&&(i[\"text-font\"]=[\"literal\",n.fontStack.split(\",\")]),n.scale&&(i[\"font-scale\"]=n.scale),n.textColor&&(i[\"text-color\"]=[\"rgba\"].concat(n.textColor.toArray())),t.push(i)}}return t};var ce=function(t){this.name=t.name,this.available=t.available};function fe(t,e,r,n){return\"number\"==typeof t&&t>=0&&t<=255&&\"number\"==typeof e&&e>=0&&e<=255&&\"number\"==typeof r&&r>=0&&r<=255?void 0===n||\"number\"==typeof n&&n>=0&&n<=1?null:\"Invalid rgba value [\"+[t,e,r,n].join(\", \")+\"]: 'a' must be between 0 and 1.\":\"Invalid rgba value [\"+(\"number\"==typeof n?[t,e,r,n]:[t,e,r]).join(\", \")+\"]: 'r', 'g', and 'b' must be between 0 and 255.\"}function he(t){if(null===t)return!0;if(\"string\"==typeof t)return!0;if(\"boolean\"==typeof t)return!0;if(\"number\"==typeof t)return!0;if(t instanceof oe)return!0;if(t instanceof se)return!0;if(t 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ve=function(t,e){this.type=t,this.value=e};ve.parse=function(t,e){if(2!==t.length)return e.error(\"'literal' expression requires exactly one argument, but found \"+(t.length-1)+\" instead.\");if(!he(t[1]))return e.error(\"invalid value\");var r=t[1],n=pe(r),i=e.expectedType;return\"array\"!==n.kind||0!==n.N||!i||\"array\"!==i.kind||\"number\"==typeof i.N&&0!==i.N||(n=i),new ve(n,r)},ve.prototype.evaluate=function(){return this.value},ve.prototype.eachChild=function(){},ve.prototype.outputDefined=function(){return!0},ve.prototype.serialize=function(){return\"array\"===this.type.kind||\"object\"===this.type.kind?[\"literal\",this.value]:this.value instanceof oe?[\"rgba\"].concat(this.value.toArray()):this.value instanceof ue?this.value.serialize():this.value};var ge=function(t){this.name=\"ExpressionEvaluationError\",this.message=t};ge.prototype.toJSON=function(){return this.message};var ye={string:qt,number:Ht,boolean:Gt,object:Yt},me=function(t,e){this.type=t,this.args=e};me.parse=function(t,e){if(t.length<2)return e.error(\"Expected at least one argument.\");var r,n=1,i=t[0];if(\"array\"===i){var a,o;if(t.length>2){var s=t[1];if(\"string\"!=typeof s||!(s in ye)||\"object\"===s)return e.error('The item type argument of \"array\" must be one of string, number, boolean',1);a=ye[s],n++}else a=Wt;if(t.length>3){if(null!==t[2]&&(\"number\"!=typeof t[2]||t[2]<0||t[2]!==Math.floor(t[2])))return e.error('The length argument to \"array\" must be a positive integer literal',2);o=t[2],n++}r=$t(a,o)}else r=ye[i];for(var l=[];n<t.length;n++){var u=e.parse(t[n],n,Wt);if(!u)return null;l.push(u)}return new me(r,l)},me.prototype.evaluate=function(t){for(var e=0;e<this.args.length;e++){var r=this.args[e].evaluate(t);if(!ee(this.type,pe(r)))return r;if(e===this.args.length-1)throw new ge(\"Expected value to be of type \"+Qt(this.type)+\", but found \"+Qt(pe(r))+\" instead.\")}return null},me.prototype.eachChild=function(t){this.args.forEach(t)},me.prototype.outputDefined=function(){return this.args.every((function(t){return t.outputDefined()}))},me.prototype.serialize=function(){var t=this.type,e=[t.kind];if(\"array\"===t.kind){var r=t.itemType;if(\"string\"===r.kind||\"number\"===r.kind||\"boolean\"===r.kind){e.push(r.kind);var n=t.N;(\"number\"==typeof n||this.args.length>1)&&e.push(n)}}return e.concat(this.args.map((function(t){return t.serialize()})))};var xe=function(t){this.type=Jt,this.sections=t};xe.parse=function(t,e){if(t.length<2)return e.error(\"Expected at least one argument.\");var r=t[1];if(!Array.isArray(r)&&\"object\"==typeof r)return e.error(\"First argument must be an image or text section.\");for(var n=[],i=!1,a=1;a<=t.length-1;++a){var o=t[a];if(i&&\"object\"==typeof o&&!Array.isArray(o)){i=!1;var s=null;if(o[\"font-scale\"]&&!(s=e.parse(o[\"font-scale\"],1,Ht)))return null;var l=null;if(o[\"text-font\"]&&!(l=e.parse(o[\"text-font\"],1,$t(qt))))return null;var u=null;if(o[\"text-color\"]&&!(u=e.parse(o[\"text-color\"],1,Zt)))return null;var c=n[n.length-1];c.scale=s,c.font=l,c.textColor=u}else{var f=e.parse(t[a],1,Wt);if(!f)return null;var h=f.type.kind;if(\"string\"!==h&&\"value\"!==h&&\"null\"!==h&&\"resolvedImage\"!==h)return e.error(\"Formatted text type must be 'string', 'value', 'image' or 'null'.\");i=!0,n.push({content:f,scale:null,font:null,textColor:null})}}return new xe(n)},xe.prototype.evaluate=function(t){return new ue(this.sections.map((function(e){var r=e.content.evaluate(t);return pe(r)===Kt?new le(\"\",r,null,null,null):new le(de(r),null,e.scale?e.scale.evaluate(t):null,e.font?e.font.evaluate(t).join(\",\"):null,e.textColor?e.textColor.evaluate(t):null)})))},xe.prototype.eachChild=function(t){for(var e=0,r=this.sections;e<r.length;e+=1){var n=r[e];t(n.content),n.scale&&t(n.scale),n.font&&t(n.font),n.textColor&&t(n.textColor)}},xe.prototype.outputDefined=function(){return!1},xe.prototype.serialize=function(){for(var t=[\"format\"],e=0,r=this.sections;e<r.length;e+=1){var n=r[e];t.push(n.content.serialize());var i={};n.scale&&(i[\"font-scale\"]=n.scale.serialize()),n.font&&(i[\"text-font\"]=n.font.serialize()),n.textColor&&(i[\"text-color\"]=n.textColor.serialize()),t.push(i)}return t};var be=function(t){this.type=Kt,this.input=t};be.parse=function(t,e){if(2!==t.length)return e.error(\"Expected two arguments.\");var r=e.parse(t[1],1,qt);return r?new be(r):e.error(\"No image name provided.\")},be.prototype.evaluate=function(t){var e=this.input.evaluate(t),r=ce.fromString(e);return r&&t.availableImages&&(r.available=t.availableImages.indexOf(e)>-1),r},be.prototype.eachChild=function(t){t(this.input)},be.prototype.outputDefined=function(){return!1},be.prototype.serialize=function(){return[\"image\",this.input.serialize()]};var 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a=Je(e,n),o=e[a],s=e[a+1],l=xr.interpolationFactor(this.interpolation,n,o,s),u=r[a].evaluate(t),c=r[a+1].evaluate(t);return\"interpolate\"===this.operator?Qe[this.type.kind.toLowerCase()](u,c,l):\"interpolate-hcl\"===this.operator?yr.reverse(yr.interpolate(yr.forward(u),yr.forward(c),l)):gr.reverse(gr.interpolate(gr.forward(u),gr.forward(c),l))},xr.prototype.eachChild=function(t){t(this.input);for(var e=0,r=this.outputs;e<r.length;e+=1)t(r[e])},xr.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))},xr.prototype.serialize=function(){var t;t=\"linear\"===this.interpolation.name?[\"linear\"]:\"exponential\"===this.interpolation.name?1===this.interpolation.base?[\"linear\"]:[\"exponential\",this.interpolation.base]:[\"cubic-bezier\"].concat(this.interpolation.controlPoints);for(var e=[this.operator,t,this.input.serialize()],r=0;r<this.labels.length;r++)e.push(this.labels[r],this.outputs[r].serialize());return e};var _r=function(t,e){this.type=t,this.args=e};_r.parse=function(t,e){if(t.length<2)return e.error(\"Expectected at least one argument.\");var r=null,n=e.expectedType;n&&\"value\"!==n.kind&&(r=n);for(var i=[],a=0,o=t.slice(1);a<o.length;a+=1){var s=o[a],l=e.parse(s,1+i.length,r,void 0,{typeAnnotation:\"omit\"});if(!l)return null;r=r||l.type,i.push(l)}var u=n&&i.some((function(t){return ee(n,t.type)}));return new _r(u?Wt:r,i)},_r.prototype.evaluate=function(t){for(var e,r=null,n=0,i=0,a=this.args;i<a.length&&(n++,(r=a[i].evaluate(t))&&r instanceof ce&&!r.available&&(e||(e=r.name),r=null,n===this.args.length&&(r=e)),null===r);i+=1);return r},_r.prototype.eachChild=function(t){this.args.forEach(t)},_r.prototype.outputDefined=function(){return this.args.every((function(t){return t.outputDefined()}))},_r.prototype.serialize=function(){var t=[\"coalesce\"];return this.eachChild((function(e){t.push(e.serialize())})),t};var wr=function(t,e){this.type=e.type,this.bindings=[].concat(t),this.result=e};wr.prototype.evaluate=function(t){return this.result.evaluate(t)},wr.prototype.eachChild=function(t){for(var e=0,r=this.bindings;e<r.length;e+=1)t(r[e][1]);t(this.result)},wr.parse=function(t,e){if(t.length<4)return e.error(\"Expected at least 3 arguments, but found \"+(t.length-1)+\" instead.\");for(var r=[],n=1;n<t.length-1;n+=2){var i=t[n];if(\"string\"!=typeof i)return e.error(\"Expected string, but found \"+typeof i+\" instead.\",n);if(/[^a-zA-Z0-9_]/.test(i))return e.error(\"Variable names must contain only alphanumeric characters or '_'.\",n);var a=e.parse(t[n+1],n+1);if(!a)return null;r.push([i,a])}var o=e.parse(t[t.length-1],t.length-1,e.expectedType,r);return o?new wr(r,o):null},wr.prototype.outputDefined=function(){return this.result.outputDefined()},wr.prototype.serialize=function(){for(var t=[\"let\"],e=0,r=this.bindings;e<r.length;e+=1){var n=r[e],i=n[0],a=n[1];t.push(i,a.serialize())}return 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kr=function(t,e){this.type=Gt,this.needle=t,this.haystack=e};kr.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Wt),n=e.parse(t[2],2,Wt);return r&&n?re(r.type,[Gt,qt,Ht,Vt,Wt])?new kr(r,n):e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Qt(r.type)+\" instead\"):null},kr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!r)return!1;if(!ne(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new ge(\"Expected first argument to be of type boolean, string, number or null, but found \"+Qt(pe(e))+\" instead.\");if(!ne(r,[\"string\",\"array\"]))throw new ge(\"Expected second argument to be of type array or string, but found \"+Qt(pe(r))+\" instead.\");return r.indexOf(e)>=0},kr.prototype.eachChild=function(t){t(this.needle),t(this.haystack)},kr.prototype.outputDefined=function(){return!0},kr.prototype.serialize=function(){return[\"in\",this.needle.serialize(),this.haystack.serialize()]};var Ar=function(t,e,r){this.type=Ht,this.needle=t,this.haystack=e,this.fromIndex=r};Ar.parse=function(t,e){if(t.length<=2||t.length>=5)return e.error(\"Expected 3 or 4 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Wt),n=e.parse(t[2],2,Wt);if(!r||!n)return null;if(!re(r.type,[Gt,qt,Ht,Vt,Wt]))return e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Qt(r.type)+\" instead\");if(4===t.length){var i=e.parse(t[3],3,Ht);return i?new Ar(r,n,i):null}return new Ar(r,n)},Ar.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!ne(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new ge(\"Expected first argument to be of type boolean, string, number or 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Er(r.type,r,n)},Er.prototype.evaluate=function(t){var e=this.input.evaluate(t),r=this.beginIndex.evaluate(t);if(!ne(e,[\"string\",\"array\"]))throw new ge(\"Expected first argument to be of type array or string, but found \"+Qt(pe(e))+\" instead.\");if(this.endIndex){var n=this.endIndex.evaluate(t);return e.slice(r,n)}return e.slice(r)},Er.prototype.eachChild=function(t){t(this.input),t(this.beginIndex),this.endIndex&&t(this.endIndex)},Er.prototype.outputDefined=function(){return!1},Er.prototype.serialize=function(){if(null!=this.endIndex&&void 0!==this.endIndex){var t=this.endIndex.serialize();return[\"slice\",this.input.serialize(),this.beginIndex.serialize(),t]}return[\"slice\",this.input.serialize(),this.beginIndex.serialize()]};var Or=Pr(\"==\",(function(t,e,r){return e===r}),Cr),Ir=Pr(\"!=\",(function(t,e,r){return e!==r}),(function(t,e,r,n){return!Cr(0,e,r,n)})),Dr=Pr(\"<\",(function(t,e,r){return e<r}),(function(t,e,r,n){return 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e=[],a=t.value,s=t.key;if(\"array\"!==Jr(a))return[new zt(s,a,\"array expected, \"+Jr(a)+\" found\")];if(2!==a.length)return[new zt(s,a,\"array length 2 expected, length \"+a.length+\" found\")];if(u){if(\"object\"!==Jr(a[0]))return[new zt(s,a,\"object expected, \"+Jr(a[0])+\" found\")];if(void 0===a[0].zoom)return[new zt(s,a,\"object stop key must have zoom\")];if(void 0===a[0].value)return[new zt(s,a,\"object stop key must have value\")];if(n&&n>Bt(a[0].zoom))return[new zt(s,a[0].zoom,\"stop zoom values must appear in ascending order\")];Bt(a[0].zoom)!==n&&(n=Bt(a[0].zoom),r=void 0,o={}),e=e.concat(dn({key:s+\"[0]\",value:a[0],valueSpec:{zoom:{}},style:t.style,styleSpec:t.styleSpec,objectElementValidators:{zoom:gn,value:h}}))}else e=e.concat(h({key:s+\"[0]\",value:a[0],valueSpec:{},style:t.style,styleSpec:t.styleSpec},a));return sn(Nt(a[1]))?e.concat([new zt(s+\"[1]\",a[1],\"expressions are not allowed in function 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t.length<=1?\"any\"!==r:\"==\"===r?Mn(t[1],t[2],\"==\"):\"!=\"===r?Ln(Mn(t[1],t[2],\"==\")):\"<\"===r||\">\"===r||\"<=\"===r||\">=\"===r?Mn(t[1],t[2],r):\"any\"===r?(e=t.slice(1),[\"any\"].concat(e.map(An))):\"all\"===r?[\"all\"].concat(t.slice(1).map(An)):\"none\"===r?[\"all\"].concat(t.slice(1).map(An).map(Ln)):\"in\"===r?Sn(t[1],t.slice(2)):\"!in\"===r?Ln(Sn(t[1],t.slice(2))):\"has\"===r?En(t[1]):\"!has\"===r?Ln(En(t[1])):\"within\"!==r||t}function Mn(t,e,r){switch(t){case\"$type\":return[\"filter-type-\"+r,e];case\"$id\":return[\"filter-id-\"+r,e];default:return[\"filter-\"+r,t,e]}}function Sn(t,e){if(0===e.length)return!1;switch(t){case\"$type\":return[\"filter-type-in\",[\"literal\",e]];case\"$id\":return[\"filter-id-in\",[\"literal\",e]];default:return e.length>200&&!e.some((function(t){return typeof t!=typeof e[0]}))?[\"filter-in-large\",t,[\"literal\",e.sort(Tn)]]:[\"filter-in-small\",t,[\"literal\",e]]}}function 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r=t.key,n=t.style,i=t.styleSpec,a=t.value,o=t.objectKey,s=i[e+\"_\"+t.layerType];if(!s)return[];var l=o.match(/^(.*)-transition$/);if(\"paint\"===e&&l&&s[l[1]]&&s[l[1]].transition)return Un({key:r,value:a,valueSpec:i.transition,style:n,styleSpec:i});var u,c=t.valueSpec||s[o];if(!c)return[new zt(r,a,'unknown property \"'+o+'\"')];if(\"string\"===Jr(a)&&Yr(c)&&!c.tokens&&(u=/^{([^}]+)}$/.exec(a)))return[new zt(r,a,'\"'+o+'\" does not support interpolation syntax\\nUse an identity property function instead: `{ \"type\": \"identity\", \"property\": '+JSON.stringify(u[1])+\" }`.\")];var f=[];return\"symbol\"===t.layerType&&(\"text-field\"===o&&n&&!n.glyphs&&f.push(new zt(r,a,'use of \"text-field\" requires a style \"glyphs\" property')),\"text-font\"===o&&Kr(Nt(a))&&\"identity\"===Bt(a.type)&&f.push(new zt(r,a,'\"text-font\" does not support identity 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h=i.sources&&i.sources[r.source],p=h&&Bt(h.type);h?\"vector\"===p&&\"raster\"===s?e.push(new zt(n,r.source,'layer \"'+r.id+'\" requires a raster source')):\"raster\"===p&&\"raster\"!==s?e.push(new zt(n,r.source,'layer \"'+r.id+'\" requires a vector source')):\"vector\"!==p||r[\"source-layer\"]?\"raster-dem\"===p&&\"hillshade\"!==s?e.push(new zt(n,r.source,\"raster-dem source can only be used with layer type 'hillshade'.\")):\"line\"!==s||!r.paint||!r.paint[\"line-gradient\"]||\"geojson\"===p&&h.lineMetrics||e.push(new zt(n,r,'layer \"'+r.id+'\" specifies a line-gradient, which requires a GeoJSON source with `lineMetrics` enabled.')):e.push(new zt(n,r,'layer \"'+r.id+'\" must specify a \"source-layer\"')):e.push(new zt(n,r.source,'source \"'+r.source+'\" not found'))}else e.push(new zt(n,r,'missing required property \"source\"'));return e=e.concat(dn({key:n,value:r,valueSpec:a.layer,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(){return[]},type:function(){return Un({key:n+\".type\",value:r.type,valueSpec:a.layer.type,style:t.style,styleSpec:t.styleSpec,object:r,objectKey:\"type\"})},filter:Cn,layout:function(t){return dn({layer:r,key:t.key,value:t.value,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(t){return Dn(Ft({layerType:s},t))}}})},paint:function(t){return dn({layer:r,key:t.key,value:t.value,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(t){return In(Ft({layerType:s},t))}}})}}})),e}function Rn(t){var e=t.value,r=t.key,n=Jr(e);return\"string\"!==n?[new zt(r,e,\"string expected, \"+n+\" found\")]:[]}var Fn={promoteId:function(t){var e=t.key,r=t.value;if(\"string\"===Jr(r))return Rn({key:e,value:r});var n=[];for(var i in r)n.push.apply(n,Rn({key:e+\".\"+i,value:r[i]}));return n}};function Bn(t){var e=t.value,r=t.key,n=t.styleSpec,i=t.style;if(!e.type)return[new zt(r,e,'\"type\" is required')];var a,o=Bt(e.type);switch(o){case\"vector\":case\"raster\":case\"raster-dem\":return dn({key:r,value:e,valueSpec:n[\"source_\"+o.replace(\"-\",\"_\")],style:t.style,styleSpec:n,objectElementValidators:Fn});case\"geojson\":if(a=dn({key:r,value:e,valueSpec:n.source_geojson,style:i,styleSpec:n,objectElementValidators:Fn}),e.cluster)for(var s in e.clusterProperties){var l=e.clusterProperties[s],u=l[0],c=l[1],f=\"string\"==typeof u?[u,[\"accumulated\"],[\"get\",s]]:u;a.push.apply(a,mn({key:r+\".\"+s+\".map\",value:c,expressionContext:\"cluster-map\"})),a.push.apply(a,mn({key:r+\".\"+s+\".reduce\",value:f,expressionContext:\"cluster-reduce\"}))}return a;case\"video\":return dn({key:r,value:e,valueSpec:n.source_video,style:i,styleSpec:n});case\"image\":return dn({key:r,value:e,valueSpec:n.source_image,style:i,styleSpec:n});case\"canvas\":return[new zt(r,null,\"Please use runtime APIs to add canvas sources, rather than including them in stylesheets.\",\"source.canvas\")];default:return xn({key:r+\".type\",value:e.type,valueSpec:{values:[\"vector\",\"raster\",\"raster-dem\",\"geojson\",\"video\",\"image\"]},style:i,styleSpec:n})}}function Nn(t){var e=t.value,r=t.styleSpec,n=r.light,i=t.style,a=[],o=Jr(e);if(void 0===e)return a;if(\"object\"!==o)return a.concat([new zt(\"light\",e,\"object expected, \"+o+\" found\")]);for(var s in e){var l=s.match(/^(.*)-transition$/);a=l&&n[l[1]]&&n[l[1]].transition?a.concat(Un({key:s,value:e[s],valueSpec:r.transition,style:i,styleSpec:r})):n[s]?a.concat(Un({key:s,value:e[s],valueSpec:n[s],style:i,styleSpec:r})):a.concat([new zt(s,e[s],'unknown property \"'+s+'\"')])}return a}var jn={\"*\":function(){return[]},array:vn,boolean:function(t){var e=t.value,r=t.key,n=Jr(e);return\"boolean\"!==n?[new zt(r,e,\"boolean expected, \"+n+\" found\")]:[]},number:gn,color:function(t){var e=t.key,r=t.value,n=Jr(r);return\"string\"!==n?[new zt(e,r,\"color 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o=i[$n+a],s=i[$n+a+1];n.push(o===s?null:i.subarray(o,s))}var l=i[$n+n.length],u=i[$n+n.length+1];this.keys=i.subarray(l,u),this.bboxes=i.subarray(u),this.insert=this._insertReadonly}else{this.d=e+2*r;for(var c=0;c<this.d*this.d;c++)n.push([]);this.keys=[],this.bboxes=[]}this.n=e,this.extent=t,this.padding=r,this.scale=e/t,this.uid=0;var f=r/e*t;this.min=-f,this.max=t+f}Qn.prototype.insert=function(t,e,r,n,i){this._forEachCell(e,r,n,i,this._insertCell,this.uid++),this.keys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(i)},Qn.prototype._insertReadonly=function(){throw\"Cannot insert into a GridIndex created from an ArrayBuffer.\"},Qn.prototype._insertCell=function(t,e,r,n,i,a){this.cells[i].push(a)},Qn.prototype.query=function(t,e,r,n,i){var a=this.min,o=this.max;if(t<=a&&e<=a&&o<=r&&o<=n&&!i)return Array.prototype.slice.call(this.keys);var s=[];return this._forEachCell(t,e,r,n,this._queryCell,s,{},i),s},Qn.prototype._queryCell=function(t,e,r,n,i,a,o,s){var l=this.cells[i];if(null!==l)for(var u=this.keys,c=this.bboxes,f=0;f<l.length;f++){var h=l[f];if(void 0===o[h]){var p=4*h;(s?s(c[p+0],c[p+1],c[p+2],c[p+3]):t<=c[p+2]&&e<=c[p+3]&&r>=c[p+0]&&n>=c[p+1])?(o[h]=!0,a.push(u[h])):o[h]=!1}}},Qn.prototype._forEachCell=function(t,e,r,n,i,a,o,s){for(var l=this._convertToCellCoord(t),u=this._convertToCellCoord(e),c=this._convertToCellCoord(r),f=this._convertToCellCoord(n),h=l;h<=c;h++)for(var p=u;p<=f;p++){var d=this.d*p+h;if((!s||s(this._convertFromCellCoord(h),this._convertFromCellCoord(p),this._convertFromCellCoord(h+1),this._convertFromCellCoord(p+1)))&&i.call(this,t,e,r,n,d,a,o,s))return}},Qn.prototype._convertFromCellCoord=function(t){return(t-this.padding)/this.scale},Qn.prototype._convertToCellCoord=function(t){return Math.max(0,Math.min(this.d-1,Math.floor(t*this.scale)+this.padding))},Qn.prototype.toArrayBuffer=function(){if(this.arrayBuffer)return this.arrayBuffer;for(var t=this.cells,e=$n+this.cells.length+1+1,r=0,n=0;n<this.cells.length;n++)r+=this.cells[n].length;var i=new Int32Array(e+r+this.keys.length+this.bboxes.length);i[0]=this.extent,i[1]=this.n,i[2]=this.padding;for(var a=e,o=0;o<t.length;o++){var s=t[o];i[$n+o]=a,i.set(s,a),a+=s.length}return i[$n+t.length]=a,i.set(this.keys,a),a+=this.keys.length,i[$n+t.length+1]=a,i.set(this.bboxes,a),a+=this.bboxes.length,i.buffer};var ti=self.ImageData,ei=self.ImageBitmap,ri={};function ni(t,e,r){void 0===r&&(r={}),Object.defineProperty(e,\"_classRegistryKey\",{value:t,writeable:!1}),ri[t]={klass:e,omit:r.omit||[],shallow:r.shallow||[]}}for(var ii in ni(\"Object\",Object),Kn.serialize=function(t,e){var r=t.toArrayBuffer();return e&&e.push(r),{buffer:r}},Kn.deserialize=function(t){return new Kn(t.buffer)},ni(\"Grid\",Kn),ni(\"Color\",oe),ni(\"Error\",Error),ni(\"ResolvedImage\",ce),ni(\"StylePropertyFunction\",hn),ni(\"StyleExpression\",on,{omit:[\"_evaluator\"]}),ni(\"ZoomDependentExpression\",cn),ni(\"ZoomConstantExpression\",un),ni(\"CompoundExpression\",Ae,{omit:[\"_evaluate\"]}),jr)jr[ii]._classRegistryKey||ni(\"Expression_\"+ii,jr[ii]);function ai(t){return t&&\"undefined\"!=typeof ArrayBuffer&&(t instanceof ArrayBuffer||t.constructor&&\"ArrayBuffer\"===t.constructor.name)}function oi(t){return ei&&t instanceof ei}function si(t,e){if(null==t||\"boolean\"==typeof t||\"number\"==typeof t||\"string\"==typeof t||t instanceof Boolean||t instanceof Number||t instanceof String||t instanceof Date||t instanceof RegExp)return t;if(ai(t)||oi(t))return e&&e.push(t),t;if(ArrayBuffer.isView(t)){var r=t;return e&&e.push(r.buffer),r}if(t instanceof ti)return e&&e.push(t.data.buffer),t;if(Array.isArray(t)){for(var n=[],i=0,a=t;i<a.length;i+=1){var o=a[i];n.push(si(o,e))}return n}if(\"object\"==typeof t){var s=t.constructor,l=s._classRegistryKey;if(!l)throw new Error(\"can't serialize object of unregistered class\");var u=s.serialize?s.serialize(t,e):{};if(!s.serialize){for(var c in t)if(t.hasOwnProperty(c)&&!(ri[l].omit.indexOf(c)>=0)){var f=t[c];u[c]=ri[l].shallow.indexOf(c)>=0?f:si(f,e)}t instanceof Error&&(u.message=t.message)}if(u.$name)throw new Error(\"$name property is reserved for worker serialization logic.\");return\"Object\"!==l&&(u.$name=l),u}throw new Error(\"can't serialize object of type \"+typeof t)}function li(t){if(null==t||\"boolean\"==typeof t||\"number\"==typeof t||\"string\"==typeof t||t instanceof Boolean||t instanceof Number||t instanceof String||t instanceof Date||t instanceof RegExp||ai(t)||oi(t)||ArrayBuffer.isView(t)||t instanceof ti)return t;if(Array.isArray(t))return t.map(li);if(\"object\"==typeof t){var e=t.$name||\"Object\",r=ri[e].klass;if(!r)throw new Error(\"can't deserialize unregistered class 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Aboriginal Syllabics\":function(t){return t>=5120&&t<=5759},Khmer:function(t){return t>=6016&&t<=6143},\"Unified Canadian Aboriginal Syllabics Extended\":function(t){return t>=6320&&t<=6399},\"General Punctuation\":function(t){return t>=8192&&t<=8303},\"Letterlike Symbols\":function(t){return t>=8448&&t<=8527},\"Number Forms\":function(t){return t>=8528&&t<=8591},\"Miscellaneous Technical\":function(t){return t>=8960&&t<=9215},\"Control Pictures\":function(t){return t>=9216&&t<=9279},\"Optical Character Recognition\":function(t){return t>=9280&&t<=9311},\"Enclosed Alphanumerics\":function(t){return t>=9312&&t<=9471},\"Geometric Shapes\":function(t){return t>=9632&&t<=9727},\"Miscellaneous Symbols\":function(t){return t>=9728&&t<=9983},\"Miscellaneous Symbols and Arrows\":function(t){return t>=11008&&t<=11263},\"CJK Radicals Supplement\":function(t){return t>=11904&&t<=12031},\"Kangxi Radicals\":function(t){return t>=12032&&t<=12255},\"Ideographic Description 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t&&t.indexOf(\"NetworkError\")>-1&&(Ti=_i),wi&&wi(t)};function Mi(){Si.fire(new Pt(\"pluginStateChange\",{pluginStatus:Ti,pluginURL:ki}))}var Si=new It,Ei=function(){return Ti},Li=function(){if(Ti!==mi||!ki)throw new Error(\"rtl-text-plugin cannot be downloaded unless a pluginURL is specified\");Ti=xi,Mi(),ki&&kt({url:ki},(function(t){t?Ai(t):(Ti=bi,Mi())}))},Ci={applyArabicShaping:null,processBidirectionalText:null,processStyledBidirectionalText:null,isLoaded:function(){return Ti===bi||null!=Ci.applyArabicShaping},isLoading:function(){return Ti===xi},setState:function(t){Ti=t.pluginStatus,ki=t.pluginURL},isParsed:function(){return null!=Ci.applyArabicShaping&&null!=Ci.processBidirectionalText&&null!=Ci.processStyledBidirectionalText},getPluginURL:function(){return ki}},Pi=function(t,e){this.zoom=t,e?(this.now=e.now,this.fadeDuration=e.fadeDuration,this.zoomHistory=e.zoomHistory,this.transition=e.transition):(this.now=0,this.fadeDuration=0,this.zoomHistory=new 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b(this._values[t].transition)},Di.prototype.setTransition=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new Ii(this._values[t].property)),this._values[t].transition=b(e)||void 0},Di.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i);var a=this.getTransition(n);void 0!==a&&(t[n+\"-transition\"]=a)}return t},Di.prototype.transitioned=function(t,e){for(var r=new Ri(this._properties),n=0,i=Object.keys(this._values);n<i.length;n+=1){var a=i[n];r._values[a]=this._values[a].transitioned(t,e._values[a])}return r},Di.prototype.untransitioned=function(){for(var t=new Ri(this._properties),e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e];t._values[n]=this._values[n].untransitioned()}return t};var zi=function(t,e,r,n,i){this.property=t,this.value=e,this.begin=i+n.delay||0,this.end=this.begin+n.duration||0,t.specification.transition&&(n.delay||n.duration)&&(this.prior=r)};zi.prototype.possiblyEvaluate=function(t,e,r){var n=t.now||0,i=this.value.possiblyEvaluate(t,e,r),a=this.prior;if(a){if(n>this.end)return this.prior=null,i;if(this.value.isDataDriven())return this.prior=null,i;if(n<this.begin)return a.possiblyEvaluate(t,e,r);var o=(n-this.begin)/(this.end-this.begin);return this.property.interpolate(a.possiblyEvaluate(t,e,r),i,function(t){if(t<=0)return 0;if(t>=1)return 1;var e=t*t,r=e*t;return 4*(t<.5?r:3*(t-e)+r-.75)}(o))}return i};var Ri=function(t){this._properties=t,this._values=Object.create(t.defaultTransitioningPropertyValues)};Ri.prototype.possiblyEvaluate=function(t,e,r){for(var n=new Ni(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n},Ri.prototype.hasTransition=function(){for(var t=0,e=Object.keys(this._values);t<e.length;t+=1){var r=e[t];if(this._values[r].prior)return!0}return!1};var Fi=function(t){this._properties=t,this._values=Object.create(t.defaultPropertyValues)};Fi.prototype.getValue=function(t){return b(this._values[t].value)},Fi.prototype.setValue=function(t,e){this._values[t]=new Oi(this._values[t].property,null===e?void 0:b(e))},Fi.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i)}return t},Fi.prototype.possiblyEvaluate=function(t,e,r){for(var n=new Ni(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n};var Bi=function(t,e,r){this.property=t,this.value=e,this.parameters=r};Bi.prototype.isConstant=function(){return\"constant\"===this.value.kind},Bi.prototype.constantOr=function(t){return\"constant\"===this.value.kind?this.value.value:t},Bi.prototype.evaluate=function(t,e,r,n){return this.property.evaluate(this.value,this.parameters,t,e,r,n)};var Ni=function(t){this._properties=t,this._values=Object.create(t.defaultPossiblyEvaluatedValues)};Ni.prototype.get=function(t){return this._values[t]};var ji=function(t){this.specification=t};ji.prototype.possiblyEvaluate=function(t,e){return t.expression.evaluate(e)},ji.prototype.interpolate=function(t,e,r){var n=Qe[this.specification.type];return n?n(t,e,r):t};var Ui=function(t,e){this.specification=t,this.overrides=e};Ui.prototype.possiblyEvaluate=function(t,e,r,n){return\"constant\"===t.expression.kind||\"camera\"===t.expression.kind?new Bi(this,{kind:\"constant\",value:t.expression.evaluate(e,null,{},r,n)},e):new Bi(this,t.expression,e)},Ui.prototype.interpolate=function(t,e,r){if(\"constant\"!==t.value.kind||\"constant\"!==e.value.kind)return t;if(void 0===t.value.value||void 0===e.value.value)return new Bi(this,{kind:\"constant\",value:void 0},t.parameters);var n=Qe[this.specification.type];return n?new Bi(this,{kind:\"constant\",value:n(t.value.value,e.value.value,r)},t.parameters):t},Ui.prototype.evaluate=function(t,e,r,n,i,a){return\"constant\"===t.kind?t.value:t.evaluate(e,r,n,i,a)};var Vi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0===t.value)return new Bi(this,{kind:\"constant\",value:void 0},e);if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n),a=\"resolvedImage\"===t.property.specification.type&&\"string\"!=typeof i?i.name:i,o=this._calculate(a,a,a,e);return new Bi(this,{kind:\"constant\",value:o},e)}if(\"camera\"===t.expression.kind){var s=this._calculate(t.expression.evaluate({zoom:e.zoom-1}),t.expression.evaluate({zoom:e.zoom}),t.expression.evaluate({zoom:e.zoom+1}),e);return new Bi(this,{kind:\"constant\",value:s},e)}return new Bi(this,t.expression,e)},e.prototype.evaluate=function(t,e,r,n,i,a){if(\"source\"===t.kind){var o=t.evaluate(e,r,n,i,a);return this._calculate(o,o,o,e)}return\"composite\"===t.kind?this._calculate(t.evaluate({zoom:Math.floor(e.zoom)-1},r,n),t.evaluate({zoom:Math.floor(e.zoom)},r,n),t.evaluate({zoom:Math.floor(e.zoom)+1},r,n),e):t.value},e.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},e.prototype.interpolate=function(t){return t},e}(Ui),Hi=function(t){this.specification=t};Hi.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0!==t.value){if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n);return this._calculate(i,i,i,e)}return this._calculate(t.expression.evaluate(new Pi(Math.floor(e.zoom-1),e)),t.expression.evaluate(new Pi(Math.floor(e.zoom),e)),t.expression.evaluate(new Pi(Math.floor(e.zoom+1),e)),e)}},Hi.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},Hi.prototype.interpolate=function(t){return t};var qi=function(t){this.specification=t};qi.prototype.possiblyEvaluate=function(t,e,r,n){return!!t.expression.evaluate(e,null,{},r,n)},qi.prototype.interpolate=function(){return!1};var Gi=function(t){for(var e in this.properties=t,this.defaultPropertyValues={},this.defaultTransitionablePropertyValues={},this.defaultTransitioningPropertyValues={},this.defaultPossiblyEvaluatedValues={},this.overridableProperties=[],t){var r=t[e];r.specification.overridable&&this.overridableProperties.push(e);var n=this.defaultPropertyValues[e]=new Oi(r,void 0),i=this.defaultTransitionablePropertyValues[e]=new Ii(r);this.defaultTransitioningPropertyValues[e]=i.untransitioned(),this.defaultPossiblyEvaluatedValues[e]=n.possiblyEvaluate({})}};ni(\"DataDrivenProperty\",Ui),ni(\"DataConstantProperty\",ji),ni(\"CrossFadedDataDrivenProperty\",Vi),ni(\"CrossFadedProperty\",Hi),ni(\"ColorRampProperty\",qi);var Zi=\"-transition\",Yi=function(t){function e(e,r){if(t.call(this),this.id=e.id,this.type=e.type,this._featureFilter={filter:function(){return!0},needGeometry:!1},\"custom\"!==e.type&&(this.metadata=e.metadata,this.minzoom=e.minzoom,this.maxzoom=e.maxzoom,\"background\"!==e.type&&(this.source=e.source,this.sourceLayer=e[\"source-layer\"],this.filter=e.filter),r.layout&&(this._unevaluatedLayout=new Fi(r.layout)),r.paint)){for(var n in this._transitionablePaint=new Di(r.paint),e.paint)this.setPaintProperty(n,e.paint[n],{validate:!1});for(var i in e.layout)this.setLayoutProperty(i,e.layout[i],{validate:!1});this._transitioningPaint=this._transitionablePaint.untransitioned(),this.paint=new Ni(r.paint)}}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getCrossfadeParameters=function(){return this._crossfadeParameters},e.prototype.getLayoutProperty=function(t){return\"visibility\"===t?this.visibility:this._unevaluatedLayout.getValue(t)},e.prototype.setLayoutProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n=\"layers.\"+this.id+\".layout.\"+t;if(this._validate(Xn,n,t,e,r))return}\"visibility\"!==t?this._unevaluatedLayout.setValue(t,e):this.visibility=e},e.prototype.getPaintProperty=function(t){return y(t,Zi)?this._transitionablePaint.getTransition(t.slice(0,-11)):this._transitionablePaint.getValue(t)},e.prototype.setPaintProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n=\"layers.\"+this.id+\".paint.\"+t;if(this._validate(Wn,n,t,e,r))return!1}if(y(t,Zi))return this._transitionablePaint.setTransition(t.slice(0,-11),e||void 0),!1;var i=this._transitionablePaint._values[t],a=\"cross-faded-data-driven\"===i.property.specification[\"property-type\"],o=i.value.isDataDriven(),s=i.value;this._transitionablePaint.setValue(t,e),this._handleSpecialPaintPropertyUpdate(t);var l=this._transitionablePaint._values[t].value;return l.isDataDriven()||o||a||this._handleOverridablePaintPropertyUpdate(t,s,l)},e.prototype._handleSpecialPaintPropertyUpdate=function(t){},e.prototype._handleOverridablePaintPropertyUpdate=function(t,e,r){return!1},e.prototype.isHidden=function(t){return!!(this.minzoom&&t<this.minzoom)||!!(this.maxzoom&&t>=this.maxzoom)||\"none\"===this.visibility},e.prototype.updateTransitions=function(t){this._transitioningPaint=this._transitionablePaint.transitioned(t,this._transitioningPaint)},e.prototype.hasTransition=function(){return this._transitioningPaint.hasTransition()},e.prototype.recalculate=function(t,e){t.getCrossfadeParameters&&(this._crossfadeParameters=t.getCrossfadeParameters()),this._unevaluatedLayout&&(this.layout=this._unevaluatedLayout.possiblyEvaluate(t,void 0,e)),this.paint=this._transitioningPaint.possiblyEvaluate(t,void 0,e)},e.prototype.serialize=function(){var t={id:this.id,type:this.type,source:this.source,\"source-layer\":this.sourceLayer,metadata:this.metadata,minzoom:this.minzoom,maxzoom:this.maxzoom,filter:this.filter,layout:this._unevaluatedLayout&&this._unevaluatedLayout.serialize(),paint:this._transitionablePaint&&this._transitionablePaint.serialize()};return this.visibility&&(t.layout=t.layout||{},t.layout.visibility=this.visibility),x(t,(function(t,e){return!(void 0===t||\"layout\"===e&&!Object.keys(t).length||\"paint\"===e&&!Object.keys(t).length)}))},e.prototype._validate=function(t,e,r,n,i){return void 0===i&&(i={}),(!i||!1!==i.validate)&&Jn(this,t.call(Zn,{key:e,layerType:this.type,objectKey:r,value:n,styleSpec:Dt,style:{glyphs:!0,sprite:!0}}))},e.prototype.is3D=function(){return!1},e.prototype.isTileClipped=function(){return!1},e.prototype.hasOffscreenPass=function(){return!1},e.prototype.resize=function(){},e.prototype.isStateDependent=function(){for(var t in this.paint._values){var e=this.paint.get(t);if(e instanceof Bi&&Yr(e.property.specification)&&(\"source\"===e.value.kind||\"composite\"===e.value.kind)&&e.value.isStateDependent)return!0}return!1},e}(It),Wi={Int8:Int8Array,Uint8:Uint8Array,Int16:Int16Array,Uint16:Uint16Array,Int32:Int32Array,Uint32:Uint32Array,Float32:Float32Array},Xi=function(t,e){this._structArray=t,this._pos1=e*this.size,this._pos2=this._pos1/2,this._pos4=this._pos1/4,this._pos8=this._pos1/8},Ji=function(){this.isTransferred=!1,this.capacity=-1,this.resize(0)};function Ki(t,e){void 0===e&&(e=1);var r=0,n=0;return{members:t.map((function(t){var i,a=(i=t.type,Wi[i].BYTES_PER_ELEMENT),o=r=$i(r,Math.max(e,a)),s=t.components||1;return n=Math.max(n,a),r+=a*s,{name:t.name,type:t.type,components:s,offset:o}})),size:$i(r,Math.max(n,e)),alignment:e}}function $i(t,e){return Math.ceil(t/e)*e}Ji.serialize=function(t,e){return t._trim(),e&&(t.isTransferred=!0,e.push(t.arrayBuffer)),{length:t.length,arrayBuffer:t.arrayBuffer}},Ji.deserialize=function(t){var e=Object.create(this.prototype);return e.arrayBuffer=t.arrayBuffer,e.length=t.length,e.capacity=t.arrayBuffer.byteLength/e.bytesPerElement,e._refreshViews(),e},Ji.prototype._trim=function(){this.length!==this.capacity&&(this.capacity=this.length,this.arrayBuffer=this.arrayBuffer.slice(0,this.length*this.bytesPerElement),this._refreshViews())},Ji.prototype.clear=function(){this.length=0},Ji.prototype.resize=function(t){this.reserve(t),this.length=t},Ji.prototype.reserve=function(t){if(t>this.capacity){this.capacity=Math.max(t,Math.floor(5*this.capacity),128),this.arrayBuffer=new ArrayBuffer(this.capacity*this.bytesPerElement);var e=this.uint8;this._refreshViews(),e&&this.uint8.set(e)}},Ji.prototype._refreshViews=function(){throw new Error(\"_refreshViews() must be implemented by each concrete StructArray layout\")};var Qi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.int16[n+0]=e,this.int16[n+1]=r,t},e}(Ji);Qi.prototype.bytesPerElement=4,ni(\"StructArrayLayout2i4\",Qi);var ta=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new 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this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(Ji);ea.prototype.bytesPerElement=12,ni(\"StructArrayLayout2i4i12\",ea);var ra=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=4*t,l=8*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.uint8[l+4]=n,this.uint8[l+5]=i,this.uint8[l+6]=a,this.uint8[l+7]=o,t},e}(Ji);ra.prototype.bytesPerElement=8,ni(\"StructArrayLayout2i4ub8\",ra);var na=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,u){var c=this.length;return this.resize(c+1),this.emplace(c,t,e,r,n,i,a,o,s,l,u)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,u,c){var f=9*t,h=18*t;return this.uint16[f+0]=e,this.uint16[f+1]=r,this.uint16[f+2]=n,this.uint16[f+3]=i,this.uint16[f+4]=a,this.uint16[f+5]=o,this.uint16[f+6]=s,this.uint16[f+7]=l,this.uint8[h+16]=u,this.uint8[h+17]=c,t},e}(Ji);na.prototype.bytesPerElement=18,ni(\"StructArrayLayout8ui2ub18\",na);var ia=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,u,c,f){var h=this.length;return this.resize(h+1),this.emplace(h,t,e,r,n,i,a,o,s,l,u,c,f)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,u,c,f,h){var p=12*t;return this.int16[p+0]=e,this.int16[p+1]=r,this.int16[p+2]=n,this.int16[p+3]=i,this.uint16[p+4]=a,this.uint16[p+5]=o,this.uint16[p+6]=s,this.uint16[p+7]=l,this.int16[p+8]=u,this.int16[p+9]=c,this.int16[p+10]=f,this.int16[p+11]=h,t},e}(Ji);ia.prototype.bytesPerElement=24,ni(\"StructArrayLayout4i4ui4i24\",ia);var aa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.float32[i+0]=e,this.float32[i+1]=r,this.float32[i+2]=n,t},e}(Ji);aa.prototype.bytesPerElement=12,ni(\"StructArrayLayout3f12\",aa);var oa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.uint32[r+0]=e,t},e}(Ji);oa.prototype.bytesPerElement=4,ni(\"StructArrayLayout1ul4\",oa);var sa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l){var u=this.length;return this.resize(u+1),this.emplace(u,t,e,r,n,i,a,o,s,l)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,u){var c=10*t,f=5*t;return this.int16[c+0]=e,this.int16[c+1]=r,this.int16[c+2]=n,this.int16[c+3]=i,this.int16[c+4]=a,this.int16[c+5]=o,this.uint32[f+3]=s,this.uint16[c+8]=l,this.uint16[c+9]=u,t},e}(Ji);sa.prototype.bytesPerElement=20,ni(\"StructArrayLayout6i1ul2ui20\",sa);var la=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(Ji);la.prototype.bytesPerElement=12,ni(\"StructArrayLayout2i2i2i12\",la);var ua=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i){var a=this.length;return this.resize(a+1),this.emplace(a,t,e,r,n,i)},e.prototype.emplace=function(t,e,r,n,i,a){var o=4*t,s=8*t;return this.float32[o+0]=e,this.float32[o+1]=r,this.float32[o+2]=n,this.int16[s+6]=i,this.int16[s+7]=a,t},e}(Ji);ua.prototype.bytesPerElement=16,ni(\"StructArrayLayout2f1f2i16\",ua);var ca=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=12*t,o=3*t;return this.uint8[a+0]=e,this.uint8[a+1]=r,this.float32[o+1]=n,this.float32[o+2]=i,t},e}(Ji);ca.prototype.bytesPerElement=12,ni(\"StructArrayLayout2ub2f12\",ca);var fa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return 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this.int16[m+0]=e,this.int16[m+1]=r,this.uint16[m+2]=n,this.uint16[m+3]=i,this.uint32[x+2]=a,this.uint32[x+3]=o,this.uint32[x+4]=s,this.uint16[m+10]=l,this.uint16[m+11]=u,this.uint16[m+12]=c,this.float32[x+7]=f,this.float32[x+8]=h,this.uint8[b+36]=p,this.uint8[b+37]=d,this.uint8[b+38]=v,this.uint32[x+10]=g,this.int16[m+22]=y,t},e}(Ji);ha.prototype.bytesPerElement=48,ni(\"StructArrayLayout2i2ui3ul3ui2f3ub1ul1i48\",ha);var pa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v,g,y,m,x,b,_,w,T,k,A,M,S){var E=this.length;return this.resize(E+1),this.emplace(E,t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v,g,y,m,x,b,_,w,T,k,A,M,S)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v,g,y,m,x,b,_,w,T,k,A,M,S,E){var L=34*t,C=17*t;return this.int16[L+0]=e,this.int16[L+1]=r,this.int16[L+2]=n,this.int16[L+3]=i,this.int16[L+4]=a,this.int16[L+5]=o,this.int16[L+6]=s,this.int16[L+7]=l,this.uint16[L+8]=u,this.uint16[L+9]=c,this.uint16[L+10]=f,this.uint16[L+11]=h,this.uint16[L+12]=p,this.uint16[L+13]=d,this.uint16[L+14]=v,this.uint16[L+15]=g,this.uint16[L+16]=y,this.uint16[L+17]=m,this.uint16[L+18]=x,this.uint16[L+19]=b,this.uint16[L+20]=_,this.uint16[L+21]=w,this.uint16[L+22]=T,this.uint32[C+12]=k,this.float32[C+13]=A,this.float32[C+14]=M,this.float32[C+15]=S,this.float32[C+16]=E,t},e}(Ji);pa.prototype.bytesPerElement=68,ni(\"StructArrayLayout8i15ui1ul4f68\",pa);var da=function(t){function e(){t.apply(this,arguments)}return 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this.float32[a+0]=e,this.float32[a+1]=r,this.float32[a+2]=n,this.float32[a+3]=i,t},e}(Ji);ba.prototype.bytesPerElement=16,ni(\"StructArrayLayout4f16\",ba);var _a=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorPointX:{configurable:!0},anchorPointY:{configurable:!0},x1:{configurable:!0},y1:{configurable:!0},x2:{configurable:!0},y2:{configurable:!0},featureIndex:{configurable:!0},sourceLayerIndex:{configurable:!0},bucketIndex:{configurable:!0},anchorPoint:{configurable:!0}};return r.anchorPointX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorPointY.get=function(){return this._structArray.int16[this._pos2+1]},r.x1.get=function(){return this._structArray.int16[this._pos2+2]},r.y1.get=function(){return this._structArray.int16[this._pos2+3]},r.x2.get=function(){return this._structArray.int16[this._pos2+4]},r.y2.get=function(){return 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this._structArray.uint32[this._pos4+10]},r.crossTileID.set=function(t){this._structArray.uint32[this._pos4+10]=t},r.associatedIconIndex.get=function(){return this._structArray.int16[this._pos2+22]},Object.defineProperties(e.prototype,r),e}(Xi);Ta.prototype.size=48;var ka=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new Ta(this,t)},e}(ha);ni(\"PlacedSymbolArray\",ka);var Aa=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorX:{configurable:!0},anchorY:{configurable:!0},rightJustifiedTextSymbolIndex:{configurable:!0},centerJustifiedTextSymbolIndex:{configurable:!0},leftJustifiedTextSymbolIndex:{configurable:!0},verticalPlacedTextSymbolIndex:{configurable:!0},placedIconSymbolIndex:{configurable:!0},verticalPlacedIconSymbolIndex:{configurable:!0},key:{configurable:!0},textBoxStartIndex:{configurable:!0},textBoxEndIndex:{configurable:!0},verticalTextBoxStartIndex:{configurable:!0},verticalTextBoxEndIndex:{configurable:!0},iconBoxStartIndex:{configurable:!0},iconBoxEndIndex:{configurable:!0},verticalIconBoxStartIndex:{configurable:!0},verticalIconBoxEndIndex:{configurable:!0},featureIndex:{configurable:!0},numHorizontalGlyphVertices:{configurable:!0},numVerticalGlyphVertices:{configurable:!0},numIconVertices:{configurable:!0},numVerticalIconVertices:{configurable:!0},useRuntimeCollisionCircles:{configurable:!0},crossTileID:{configurable:!0},textBoxScale:{configurable:!0},textOffset0:{configurable:!0},textOffset1:{configurable:!0},collisionCircleDiameter:{configurable:!0}};return r.anchorX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorY.get=function(){return this._structArray.int16[this._pos2+1]},r.rightJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+2]},r.centerJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+3]},r.leftJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+4]},r.verticalPlacedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+5]},r.placedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+6]},r.verticalPlacedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+7]},r.key.get=function(){return this._structArray.uint16[this._pos2+8]},r.textBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+9]},r.textBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+10]},r.verticalTextBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+11]},r.verticalTextBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+12]},r.iconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+13]},r.iconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+14]},r.verticalIconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+15]},r.verticalIconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+16]},r.featureIndex.get=function(){return this._structArray.uint16[this._pos2+17]},r.numHorizontalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+18]},r.numVerticalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+19]},r.numIconVertices.get=function(){return this._structArray.uint16[this._pos2+20]},r.numVerticalIconVertices.get=function(){return this._structArray.uint16[this._pos2+21]},r.useRuntimeCollisionCircles.get=function(){return 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t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){this.current!==t&&(this.current=t,this.gl.uniform1i(this.location,t))},e}(Ga),Ya=function(t){function e(e,r){t.call(this,e,r),this.current=0}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){this.current!==t&&(this.current=t,this.gl.uniform1f(this.location,t))},e}(Ga),Wa=function(t){function e(e,r){t.call(this,e,r),this.current=[0,0]}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){t[0]===this.current[0]&&t[1]===this.current[1]||(this.current=t,this.gl.uniform2f(this.location,t[0],t[1]))},e}(Ga),Xa=function(t){function e(e,r){t.call(this,e,r),this.current=[0,0,0]}return 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Float32Array(16),Qa=function(t){function e(e,r){t.call(this,e,r),this.current=$a}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){if(t[12]!==this.current[12]||t[0]!==this.current[0])return this.current=t,void this.gl.uniformMatrix4fv(this.location,!1,t);for(var e=1;e<16;e++)if(t[e]!==this.current[e]){this.current=t,this.gl.uniformMatrix4fv(this.location,!1,t);break}},e}(Ga);function to(t){return[Ia(255*t.r,255*t.g),Ia(255*t.b,255*t.a)]}var eo=function(t,e,r){this.value=t,this.uniformNames=e.map((function(t){return\"u_\"+t})),this.type=r};eo.prototype.setUniform=function(t,e,r){t.set(r.constantOr(this.value))},eo.prototype.getBinding=function(t,e,r){return\"color\"===this.type?new Ka(t,e):new Ya(t,e)};var ro=function(t,e){this.uniformNames=e.map((function(t){return\"u_\"+t})),this.patternFrom=null,this.patternTo=null,this.pixelRatioFrom=1,this.pixelRatioTo=1};ro.prototype.setConstantPatternPositions=function(t,e){this.pixelRatioFrom=e.pixelRatio,this.pixelRatioTo=t.pixelRatio,this.patternFrom=e.tlbr,this.patternTo=t.tlbr},ro.prototype.setUniform=function(t,e,r,n){var i=\"u_pattern_to\"===n?this.patternTo:\"u_pattern_from\"===n?this.patternFrom:\"u_pixel_ratio_to\"===n?this.pixelRatioTo:\"u_pixel_ratio_from\"===n?this.pixelRatioFrom:null;i&&t.set(i)},ro.prototype.getBinding=function(t,e,r){return\"u_pattern\"===r.substr(0,9)?new Ja(t,e):new Ya(t,e)};var no=function(t,e,r,n){this.expression=t,this.type=r,this.maxValue=0,this.paintVertexAttributes=e.map((function(t){return{name:\"a_\"+t,type:\"Float32\",components:\"color\"===r?2:1,offset:0}})),this.paintVertexArray=new n};no.prototype.populatePaintArray=function(t,e,r,n,i){var a=this.paintVertexArray.length,o=this.expression.evaluate(new Pi(0),e,{},n,[],i);this.paintVertexArray.resize(t),this._setPaintValue(a,t,o)},no.prototype.updatePaintArray=function(t,e,r,n){var i=this.expression.evaluate({zoom:0},r,n);this._setPaintValue(t,e,i)},no.prototype._setPaintValue=function(t,e,r){if(\"color\"===this.type)for(var n=to(r),i=t;i<e;i++)this.paintVertexArray.emplace(i,n[0],n[1]);else{for(var a=t;a<e;a++)this.paintVertexArray.emplace(a,r);this.maxValue=Math.max(this.maxValue,Math.abs(r))}},no.prototype.upload=function(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))},no.prototype.destroy=function(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()};var io=function(t,e,r,n,i,a){this.expression=t,this.uniformNames=e.map((function(t){return\"u_\"+t+\"_t\"})),this.type=r,this.useIntegerZoom=n,this.zoom=i,this.maxValue=0,this.paintVertexAttributes=e.map((function(t){return{name:\"a_\"+t,type:\"Float32\",components:\"color\"===r?4:2,offset:0}})),this.paintVertexArray=new a};io.prototype.populatePaintArray=function(t,e,r,n,i){var a=this.expression.evaluate(new Pi(this.zoom),e,{},n,[],i),o=this.expression.evaluate(new Pi(this.zoom+1),e,{},n,[],i),s=this.paintVertexArray.length;this.paintVertexArray.resize(t),this._setPaintValue(s,t,a,o)},io.prototype.updatePaintArray=function(t,e,r,n){var i=this.expression.evaluate({zoom:this.zoom},r,n),a=this.expression.evaluate({zoom:this.zoom+1},r,n);this._setPaintValue(t,e,i,a)},io.prototype._setPaintValue=function(t,e,r,n){if(\"color\"===this.type)for(var i=to(r),a=to(n),o=t;o<e;o++)this.paintVertexArray.emplace(o,i[0],i[1],a[0],a[1]);else{for(var s=t;s<e;s++)this.paintVertexArray.emplace(s,r,n);this.maxValue=Math.max(this.maxValue,Math.abs(r),Math.abs(n))}},io.prototype.upload=function(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))},io.prototype.destroy=function(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()},io.prototype.setUniform=function(t,e){var r=this.useIntegerZoom?Math.floor(e.zoom):e.zoom,n=u(this.expression.interpolationFactor(r,this.zoom,this.zoom+1),0,1);t.set(n)},io.prototype.getBinding=function(t,e,r){return new Ya(t,e)};var ao=function(t,e,r,n,i,a){this.expression=t,this.type=e,this.useIntegerZoom=r,this.zoom=n,this.layerId=a,this.zoomInPaintVertexArray=new i,this.zoomOutPaintVertexArray=new i};ao.prototype.populatePaintArray=function(t,e,r){var n=this.zoomInPaintVertexArray.length;this.zoomInPaintVertexArray.resize(t),this.zoomOutPaintVertexArray.resize(t),this._setPaintValues(n,t,e.patterns&&e.patterns[this.layerId],r)},ao.prototype.updatePaintArray=function(t,e,r,n,i){this._setPaintValues(t,e,r.patterns&&r.patterns[this.layerId],i)},ao.prototype._setPaintValues=function(t,e,r,n){if(n&&r){var i=r.min,a=r.mid,o=r.max,s=n[i],l=n[a],u=n[o];if(s&&l&&u)for(var c=t;c<e;c++)this.zoomInPaintVertexArray.emplace(c,l.tl[0],l.tl[1],l.br[0],l.br[1],s.tl[0],s.tl[1],s.br[0],s.br[1],l.pixelRatio,s.pixelRatio),this.zoomOutPaintVertexArray.emplace(c,l.tl[0],l.tl[1],l.br[0],l.br[1],u.tl[0],u.tl[1],u.br[0],u.br[1],l.pixelRatio,u.pixelRatio)}},ao.prototype.upload=function(t){this.zoomInPaintVertexArray&&this.zoomInPaintVertexArray.arrayBuffer&&this.zoomOutPaintVertexArray&&this.zoomOutPaintVertexArray.arrayBuffer&&(this.zoomInPaintVertexBuffer=t.createVertexBuffer(this.zoomInPaintVertexArray,Da.members,this.expression.isStateDependent),this.zoomOutPaintVertexBuffer=t.createVertexBuffer(this.zoomOutPaintVertexArray,Da.members,this.expression.isStateDependent))},ao.prototype.destroy=function(){this.zoomOutPaintVertexBuffer&&this.zoomOutPaintVertexBuffer.destroy(),this.zoomInPaintVertexBuffer&&this.zoomInPaintVertexBuffer.destroy()};var oo=function(t,e,r,n){this.binders={},this.layoutAttributes=n,this._buffers=[];var i=[];for(var a in t.paint._values)if(r(a)){var o=t.paint.get(a);if(o instanceof Bi&&Yr(o.property.specification)){var s=lo(a,t.type),l=o.value,u=o.property.specification.type,c=o.property.useIntegerZoom,f=o.property.specification[\"property-type\"],h=\"cross-faded\"===f||\"cross-faded-data-driven\"===f;if(\"constant\"===l.kind)this.binders[a]=h?new ro(l.value,s):new eo(l.value,s,u),i.push(\"/u_\"+a);else if(\"source\"===l.kind||h){var p=uo(a,u,\"source\");this.binders[a]=h?new ao(l,u,c,e,p,t.id):new no(l,s,u,p),i.push(\"/a_\"+a)}else{var d=uo(a,u,\"composite\");this.binders[a]=new io(l,s,u,c,e,d),i.push(\"/z_\"+a)}}}this.cacheKey=i.sort().join(\"\")};oo.prototype.getMaxValue=function(t){var e=this.binders[t];return e instanceof no||e instanceof io?e.maxValue:0},oo.prototype.populatePaintArrays=function(t,e,r,n,i){for(var a in this.binders){var o=this.binders[a];(o instanceof no||o instanceof io||o instanceof ao)&&o.populatePaintArray(t,e,r,n,i)}},oo.prototype.setConstantPatternPositions=function(t,e){for(var r in this.binders){var n=this.binders[r];n instanceof ro&&n.setConstantPatternPositions(t,e)}},oo.prototype.updatePaintArrays=function(t,e,r,n,i){var a=!1;for(var o in t)for(var s=0,l=e.getPositions(o);s<l.length;s+=1){var u=l[s],c=r.feature(u.index);for(var f in this.binders){var h=this.binders[f];if((h instanceof no||h instanceof io||h instanceof ao)&&!0===h.expression.isStateDependent){var p=n.paint.get(f);h.expression=p.value,h.updatePaintArray(u.start,u.end,c,t[o],i),a=!0}}}return a},oo.prototype.defines=function(){var t=[];for(var e in this.binders){var r=this.binders[e];(r instanceof eo||r instanceof ro)&&t.push.apply(t,r.uniformNames.map((function(t){return\"#define HAS_UNIFORM_\"+t})))}return t},oo.prototype.getPaintVertexBuffers=function(){return this._buffers},oo.prototype.getUniforms=function(t,e){var r=[];for(var n in this.binders){var i=this.binders[n];if(i instanceof eo||i instanceof ro||i instanceof io)for(var a=0,o=i.uniformNames;a<o.length;a+=1){var s=o[a];if(e[s]){var l=i.getBinding(t,e[s],s);r.push({name:s,property:n,binding:l})}}}return r},oo.prototype.setUniforms=function(t,e,r,n){for(var i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.name,l=o.property,u=o.binding;this.binders[l].setUniform(u,n,r.get(l),s)}},oo.prototype.updatePaintBuffers=function(t){for(var e in this._buffers=[],this.binders){var r=this.binders[e];if(t&&r instanceof ao){var n=2===t.fromScale?r.zoomInPaintVertexBuffer:r.zoomOutPaintVertexBuffer;n&&this._buffers.push(n)}else(r instanceof no||r instanceof io)&&r.paintVertexBuffer&&this._buffers.push(r.paintVertexBuffer)}},oo.prototype.upload=function(t){for(var e in this.binders){var r=this.binders[e];(r instanceof no||r instanceof io||r instanceof ao)&&r.upload(t)}this.updatePaintBuffers()},oo.prototype.destroy=function(){for(var t in this.binders){var e=this.binders[t];(e instanceof no||e instanceof io||e instanceof ao)&&e.destroy()}};var so=function(t,e,r,n){void 0===n&&(n=function(){return!0}),this.programConfigurations={};for(var i=0,a=e;i<a.length;i+=1){var o=a[i];this.programConfigurations[o.id]=new oo(o,r,n,t)}this.needsUpload=!1,this._featureMap=new ja,this._bufferOffset=0};function lo(t,e){return{\"text-opacity\":[\"opacity\"],\"icon-opacity\":[\"opacity\"],\"text-color\":[\"fill_color\"],\"icon-color\":[\"fill_color\"],\"text-halo-color\":[\"halo_color\"],\"icon-halo-color\":[\"halo_color\"],\"text-halo-blur\":[\"halo_blur\"],\"icon-halo-blur\":[\"halo_blur\"],\"text-halo-width\":[\"halo_width\"],\"icon-halo-width\":[\"halo_width\"],\"line-gap-width\":[\"gapwidth\"],\"line-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-extrusion-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"]}[t]||[t.replace(e+\"-\",\"\").replace(/-/g,\"_\")]}function uo(t,e,r){var n={color:{source:xa,composite:ba},number:{source:da,composite:xa}},i=function(t){return{\"line-pattern\":{source:na,composite:na},\"fill-pattern\":{source:na,composite:na},\"fill-extrusion-pattern\":{source:na,composite:na}}[t]}(t);return i&&i[r]||n[e][r]}so.prototype.populatePaintArrays=function(t,e,r,n,i,a){for(var o in this.programConfigurations)this.programConfigurations[o].populatePaintArrays(t,e,n,i,a);void 0!==e.id&&this._featureMap.add(e.id,r,this._bufferOffset,t),this._bufferOffset=t,this.needsUpload=!0},so.prototype.updatePaintArrays=function(t,e,r,n){for(var i=0,a=r;i<a.length;i+=1){var o=a[i];this.needsUpload=this.programConfigurations[o.id].updatePaintArrays(t,this._featureMap,e,o,n)||this.needsUpload}},so.prototype.get=function(t){return this.programConfigurations[t]},so.prototype.upload=function(t){if(this.needsUpload){for(var e in this.programConfigurations)this.programConfigurations[e].upload(t);this.needsUpload=!1}},so.prototype.destroy=function(){for(var t in this.programConfigurations)this.programConfigurations[t].destroy()},ni(\"ConstantBinder\",eo),ni(\"CrossFadedConstantBinder\",ro),ni(\"SourceExpressionBinder\",no),ni(\"CrossFadedCompositeBinder\",ao),ni(\"CompositeExpressionBinder\",io),ni(\"ProgramConfiguration\",oo,{omit:[\"_buffers\"]}),ni(\"ProgramConfigurationSet\",so);var co=8192;var fo,ho=(fo=15,{min:-1*Math.pow(2,fo-1),max:Math.pow(2,fo-1)-1});function po(t){for(var e=co/t.extent,r=t.loadGeometry(),n=0;n<r.length;n++)for(var i=r[n],a=0;a<i.length;a++){var o=i[a];o.x=Math.round(o.x*e),o.y=Math.round(o.y*e),(o.x<ho.min||o.x>ho.max||o.y<ho.min||o.y>ho.max)&&(w(\"Geometry exceeds allowed extent, reduce your vector tile buffer size\"),o.x=u(o.x,ho.min,ho.max),o.y=u(o.y,ho.min,ho.max))}return r}function vo(t,e,r,n,i){t.emplaceBack(2*e+(n+1)/2,2*r+(i+1)/2)}var go=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new Qi,this.indexArray=new fa,this.segments=new Oa,this.programConfigurations=new so(Pa,t.layers,t.zoom),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function yo(t,e){for(var r=0;r<t.length;r++)if(Mo(e,t[r]))return!0;for(var n=0;n<e.length;n++)if(Mo(t,e[n]))return!0;return!!_o(t,e)}function mo(t,e,r){return!!Mo(t,e)||!!To(e,t,r)}function xo(t,e){if(1===t.length)return Ao(e,t[0]);for(var r=0;r<e.length;r++)for(var n=e[r],i=0;i<n.length;i++)if(Mo(t,n[i]))return!0;for(var a=0;a<t.length;a++)if(Ao(e,t[a]))return!0;for(var o=0;o<e.length;o++)if(_o(t,e[o]))return!0;return!1}function bo(t,e,r){if(t.length>1){if(_o(t,e))return!0;for(var n=0;n<e.length;n++)if(To(e[n],t,r))return!0}for(var i=0;i<t.length;i++)if(To(t[i],e,r))return!0;return!1}function _o(t,e){if(0===t.length||0===e.length)return!1;for(var r=0;r<t.length-1;r++)for(var 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n=t.readVarint()>>3;e=1===n?t.readString():2===n?t.readFloat():3===n?t.readDouble():4===n?t.readVarint64():5===n?t.readVarint():6===n?t.readSVarint():7===n?t.readBoolean():null}return e}(r))}function Xs(t,e,r){if(3===t){var n=new Zs(r,r.readVarint()+r.pos);n.length&&(e[n.name]=n)}}Ys.prototype.feature=function(t){if(t<0||t>=this._features.length)throw new Error(\"feature index out of bounds\");this._pbf.pos=this._features[t];var e=this._pbf.readVarint()+this._pbf.pos;return new Vs(this._pbf,e,this.extent,this._keys,this._values)};var Js={VectorTile:function(t,e){this.layers=t.readFields(Xs,{},e)},VectorTileFeature:Vs,VectorTileLayer:Zs},Ks=Js.VectorTileFeature.types,$s=Math.pow(2,13);function Qs(t,e,r,n,i,a,o,s){t.emplaceBack(e,r,2*Math.floor(n*$s)+o,i*$s*2,a*$s*2,Math.round(s))}var tl=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new ea,this.indexArray=new fa,this.programConfigurations=new so(Us,t.layers,t.zoom),this.segments=new Oa,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function el(t,e){return t.x===e.x&&(t.x<0||t.x>co)||t.y===e.y&&(t.y<0||t.y>co)}tl.prototype.populate=function(t,e,r){this.features=[],this.hasPattern=zs(\"fill-extrusion\",this.layers,e);for(var n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.feature,s=a.id,l=a.index,u=a.sourceLayerIndex,c=this.layers[0]._featureFilter.needGeometry,f={type:o.type,id:s,properties:o.properties,geometry:c?po(o):[]};if(this.layers[0]._featureFilter.filter(new Pi(this.zoom),f,r)){var h={id:s,sourceLayerIndex:u,index:l,geometry:c?f.geometry:po(o),properties:o.properties,type:o.type,patterns:{}};void 0!==o.id&&(h.id=o.id),this.hasPattern?this.features.push(Rs(\"fill-extrusion\",this.layers,h,this.zoom,e)):this.addFeature(h,h.geometry,l,r,{}),e.featureIndex.insert(o,h.geometry,l,u,this.index,!0)}}},tl.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.features;n<i.length;n+=1){var a=i[n],o=a.geometry;this.addFeature(a,o,a.index,e,r)}},tl.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},tl.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},tl.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},tl.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Us),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},tl.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},tl.prototype.addFeature=function(t,e,r,n,i){for(var a=0,o=Is(e,500);a<o.length;a+=1){for(var s=o[a],l=0,u=0,c=s;u<c.length;u+=1)l+=c[u].length;for(var f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray),h=0,p=s;h<p.length;h+=1){var d=p[h];if(0!==d.length&&!((O=d).every((function(t){return t.x<0}))||O.every((function(t){return t.x>co}))||O.every((function(t){return t.y<0}))||O.every((function(t){return t.y>co}))))for(var v=0,g=0;g<d.length;g++){var y=d[g];if(g>=1){var m=d[g-1];if(!el(y,m)){f.vertexLength+4>Oa.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray));var x=y.sub(m)._perp()._unit(),b=m.dist(y);v+b>32768&&(v=0),Qs(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,0,v),Qs(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,1,v),v+=b,Qs(this.layoutVertexArray,m.x,m.y,x.x,x.y,0,0,v),Qs(this.layoutVertexArray,m.x,m.y,x.x,x.y,0,1,v);var _=f.vertexLength;this.indexArray.emplaceBack(_,_+2,_+1),this.indexArray.emplaceBack(_+1,_+2,_+3),f.vertexLength+=4,f.primitiveLength+=2}}}}if(f.vertexLength+l>Oa.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(l,this.layoutVertexArray,this.indexArray)),\"Polygon\"===Ks[t.type]){for(var w=[],T=[],k=f.vertexLength,A=0,M=s;A<M.length;A+=1){var S=M[A];if(0!==S.length){S!==s[0]&&T.push(w.length/2);for(var E=0;E<S.length;E++){var L=S[E];Qs(this.layoutVertexArray,L.x,L.y,0,0,1,1,0),w.push(L.x),w.push(L.y)}}}for(var C=es(w,T),P=0;P<C.length;P+=3)this.indexArray.emplaceBack(k+C[P],k+C[P+2],k+C[P+1]);f.primitiveLength+=C.length/3,f.vertexLength+=l}}var O;this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},ni(\"FillExtrusionBucket\",tl,{omit:[\"layers\",\"features\"]});var rl={paint:new Gi({\"fill-extrusion-opacity\":new ji(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-opacity\"]),\"fill-extrusion-color\":new Ui(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-color\"]),\"fill-extrusion-translate\":new ji(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-translate\"]),\"fill-extrusion-translate-anchor\":new ji(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-translate-anchor\"]),\"fill-extrusion-pattern\":new Vi(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-pattern\"]),\"fill-extrusion-height\":new Ui(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-height\"]),\"fill-extrusion-base\":new Ui(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-base\"]),\"fill-extrusion-vertical-gradient\":new ji(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-vertical-gradient\"])})},nl=function(t){function e(e){t.call(this,e,rl)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.createBucket=function(t){return new tl(t)},e.prototype.queryRadius=function(){return Lo(this.paint.get(\"fill-extrusion-translate\"))},e.prototype.is3D=function(){return!0},e.prototype.queryIntersectsFeature=function(t,e,r,n,i,o,s,l){var u=Co(t,this.paint.get(\"fill-extrusion-translate\"),this.paint.get(\"fill-extrusion-translate-anchor\"),o.angle,s),c=this.paint.get(\"fill-extrusion-height\").evaluate(e,r),f=this.paint.get(\"fill-extrusion-base\").evaluate(e,r),h=function(t,e,r,n){for(var i=[],o=0,s=t;o<s.length;o+=1){var l=s[o],u=[l.x,l.y,n,1];No(u,u,e),i.push(new a(u[0]/u[3],u[1]/u[3]))}return i}(u,l,0,0),p=function(t,e,r,n){for(var i=[],o=[],s=n[8]*e,l=n[9]*e,u=n[10]*e,c=n[11]*e,f=n[8]*r,h=n[9]*r,p=n[10]*r,d=n[11]*r,v=0,g=t;v<g.length;v+=1){for(var y=[],m=[],x=0,b=g[v];x<b.length;x+=1){var _=b[x],w=_.x,T=_.y,k=n[0]*w+n[4]*T+n[12],A=n[1]*w+n[5]*T+n[13],M=n[2]*w+n[6]*T+n[14],S=n[3]*w+n[7]*T+n[15],E=M+u,L=S+c,C=k+f,P=A+h,O=M+p,I=S+d,D=new a((k+s)/L,(A+l)/L);D.z=E/L,y.push(D);var z=new a(C/I,P/I);z.z=O/I,m.push(z)}i.push(y),o.push(m)}return[i,o]}(n,f,c,l);return function(t,e,r){var n=1/0;xo(r,e)&&(n=al(r,e[0]));for(var i=0;i<e.length;i++)for(var a=e[i],o=t[i],s=0;s<a.length-1;s++){var l=a[s],u=a[s+1],c=o[s],f=[l,u,o[s+1],c,l];yo(r,f)&&(n=Math.min(n,al(r,f)))}return n!==1/0&&n}(p[0],p[1],h)},e}(Yi);function il(t,e){return t.x*e.x+t.y*e.y}function al(t,e){if(1===t.length){for(var r,n=0,i=e[n++];!r||i.equals(r);)if(!(r=e[n++]))return 1/0;for(;n<e.length;n++){var a=e[n],o=t[0],s=r.sub(i),l=a.sub(i),u=o.sub(i),c=il(s,s),f=il(s,l),h=il(l,l),p=il(u,s),d=il(u,l),v=c*h-f*f,g=(h*p-f*d)/v,y=(c*d-f*p)/v,m=1-g-y,x=i.z*m+r.z*g+a.z*y;if(isFinite(x))return x}return 1/0}for(var b=1/0,_=0,w=e;_<w.length;_+=1){var T=w[_];b=Math.min(b,T.z)}return b}var ol=Ki([{name:\"a_pos_normal\",components:2,type:\"Int16\"},{name:\"a_data\",components:4,type:\"Uint8\"}],4).members,sl=Js.VectorTileFeature.types,ll=Math.cos(Math.PI/180*37.5),ul=Math.pow(2,14)/.5,cl=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.patternFeatures=[],this.layoutVertexArray=new ra,this.indexArray=new fa,this.programConfigurations=new so(ol,t.layers,t.zoom),this.segments=new Oa,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};cl.prototype.populate=function(t,e,r){this.hasPattern=zs(\"line\",this.layers,e);for(var n=this.layers[0].layout.get(\"line-sort-key\"),i=[],a=0,o=t;a<o.length;a+=1){var s=o[a],l=s.feature,u=s.id,c=s.index,f=s.sourceLayerIndex,h=this.layers[0]._featureFilter.needGeometry,p={type:l.type,id:u,properties:l.properties,geometry:h?po(l):[]};if(this.layers[0]._featureFilter.filter(new Pi(this.zoom),p,r)){h||(p.geometry=po(l));var d=n?n.evaluate(p,{},r):void 0,v={id:u,properties:l.properties,type:l.type,sourceLayerIndex:f,index:c,geometry:p.geometry,patterns:{},sortKey:d};i.push(v)}}n&&i.sort((function(t,e){return t.sortKey-e.sortKey}));for(var g=0,y=i;g<y.length;g+=1){var m=y[g],x=m,b=x.geometry,_=x.index,w=x.sourceLayerIndex;if(this.hasPattern){var T=Rs(\"line\",this.layers,m,this.zoom,e);this.patternFeatures.push(T)}else this.addFeature(m,b,_,r,{});var k=t[_].feature;e.featureIndex.insert(k,b,_,w,this.index)}},cl.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},cl.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.patternFeatures;n<i.length;n+=1){var a=i[n];this.addFeature(a,a.geometry,a.index,e,r)}},cl.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},cl.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},cl.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,ol),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},cl.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},cl.prototype.addFeature=function(t,e,r,n,i){for(var a=this.layers[0].layout,o=a.get(\"line-join\").evaluate(t,{}),s=a.get(\"line-cap\"),l=a.get(\"line-miter-limit\"),u=a.get(\"line-round-limit\"),c=0,f=e;c<f.length;c+=1){var h=f[c];this.addLine(h,t,o,s,l,u)}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},cl.prototype.addLine=function(t,e,r,n,i,a){if(this.distance=0,this.scaledDistance=0,this.totalDistance=0,e.properties&&e.properties.hasOwnProperty(\"mapbox_clip_start\")&&e.properties.hasOwnProperty(\"mapbox_clip_end\")){this.clipStart=+e.properties.mapbox_clip_start,this.clipEnd=+e.properties.mapbox_clip_end;for(var o=0;o<t.length-1;o++)this.totalDistance+=t[o].dist(t[o+1]);this.updateScaledDistance()}for(var s=\"Polygon\"===sl[e.type],l=t.length;l>=2&&t[l-1].equals(t[l-2]);)l--;for(var u=0;u<l-1&&t[u].equals(t[u+1]);)u++;if(!(l<(s?3:2))){\"bevel\"===r&&(i=1.05);var c,f=this.overscaling<=16?15*co/(512*this.overscaling):0,h=this.segments.prepareSegment(10*l,this.layoutVertexArray,this.indexArray),p=void 0,d=void 0,v=void 0,g=void 0;this.e1=this.e2=-1,s&&(c=t[l-2],g=t[u].sub(c)._unit()._perp());for(var y=u;y<l;y++)if(!(d=y===l-1?s?t[u+1]:void 0:t[y+1])||!t[y].equals(d)){g&&(v=g),c&&(p=c),c=t[y],g=d?d.sub(c)._unit()._perp():v;var m=(v=v||g).add(g);0===m.x&&0===m.y||m._unit();var x=v.x*g.x+v.y*g.y,b=m.x*g.x+m.y*g.y,_=0!==b?1/b:1/0,w=2*Math.sqrt(2-2*b),T=b<ll&&p&&d,k=v.x*g.y-v.y*g.x>0;if(T&&y>u){var A=c.dist(p);if(A>2*f){var M=c.sub(c.sub(p)._mult(f/A)._round());this.updateDistance(p,M),this.addCurrentVertex(M,v,0,0,h),p=M}}var S=p&&d,E=S?r:s?\"butt\":n;if(S&&\"round\"===E&&(_<a?E=\"miter\":_<=2&&(E=\"fakeround\")),\"miter\"===E&&_>i&&(E=\"bevel\"),\"bevel\"===E&&(_>2&&(E=\"flipbevel\"),_<i&&(E=\"miter\")),p&&this.updateDistance(p,c),\"miter\"===E)m._mult(_),this.addCurrentVertex(c,m,0,0,h);else if(\"flipbevel\"===E){if(_>100)m=g.mult(-1);else{var L=_*v.add(g).mag()/v.sub(g).mag();m._perp()._mult(L*(k?-1:1))}this.addCurrentVertex(c,m,0,0,h),this.addCurrentVertex(c,m.mult(-1),0,0,h)}else if(\"bevel\"===E||\"fakeround\"===E){var C=-Math.sqrt(_*_-1),P=k?C:0,O=k?0:C;if(p&&this.addCurrentVertex(c,v,P,O,h),\"fakeround\"===E)for(var I=Math.round(180*w/Math.PI/20),D=1;D<I;D++){var z=D/I;if(.5!==z){var R=z-.5;z+=z*R*(z-1)*((1.0904+x*(x*(3.55645-1.43519*x)-3.2452))*R*R+(.848013+x*(.215638*x-1.06021)))}var F=g.sub(v)._mult(z)._add(v)._unit()._mult(k?-1:1);this.addHalfVertex(c,F.x,F.y,!1,k,0,h)}d&&this.addCurrentVertex(c,g,-P,-O,h)}else if(\"butt\"===E)this.addCurrentVertex(c,m,0,0,h);else if(\"square\"===E){var B=p?1:-1;this.addCurrentVertex(c,m,B,B,h)}else\"round\"===E&&(p&&(this.addCurrentVertex(c,v,0,0,h),this.addCurrentVertex(c,v,1,1,h,!0)),d&&(this.addCurrentVertex(c,g,-1,-1,h,!0),this.addCurrentVertex(c,g,0,0,h)));if(T&&y<l-1){var N=c.dist(d);if(N>2*f){var j=c.add(d.sub(c)._mult(f/N)._round());this.updateDistance(c,j),this.addCurrentVertex(j,g,0,0,h),c=j}}}}},cl.prototype.addCurrentVertex=function(t,e,r,n,i,a){void 0===a&&(a=!1);var o=e.x+e.y*r,s=e.y-e.x*r,l=-e.x+e.y*n,u=-e.y-e.x*n;this.addHalfVertex(t,o,s,a,!1,r,i),this.addHalfVertex(t,l,u,a,!0,-n,i),this.distance>ul/2&&0===this.totalDistance&&(this.distance=0,this.addCurrentVertex(t,e,r,n,i,a))},cl.prototype.addHalfVertex=function(t,e,r,n,i,a,o){var s=t.x,l=t.y,u=.5*this.scaledDistance;this.layoutVertexArray.emplaceBack((s<<1)+(n?1:0),(l<<1)+(i?1:0),Math.round(63*e)+128,Math.round(63*r)+128,1+(0===a?0:a<0?-1:1)|(63&u)<<2,u>>6);var c=o.vertexLength++;this.e1>=0&&this.e2>=0&&(this.indexArray.emplaceBack(this.e1,this.e2,c),o.primitiveLength++),i?this.e2=c:this.e1=c},cl.prototype.updateScaledDistance=function(){this.scaledDistance=this.totalDistance>0?(this.clipStart+(this.clipEnd-this.clipStart)*this.distance/this.totalDistance)*(ul-1):this.distance},cl.prototype.updateDistance=function(t,e){this.distance+=t.dist(e),this.updateScaledDistance()},ni(\"LineBucket\",cl,{omit:[\"layers\",\"patternFeatures\"]});var fl=new Gi({\"line-cap\":new ji(Dt.layout_line[\"line-cap\"]),\"line-join\":new Ui(Dt.layout_line[\"line-join\"]),\"line-miter-limit\":new ji(Dt.layout_line[\"line-miter-limit\"]),\"line-round-limit\":new ji(Dt.layout_line[\"line-round-limit\"]),\"line-sort-key\":new Ui(Dt.layout_line[\"line-sort-key\"])}),hl={paint:new Gi({\"line-opacity\":new Ui(Dt.paint_line[\"line-opacity\"]),\"line-color\":new Ui(Dt.paint_line[\"line-color\"]),\"line-translate\":new ji(Dt.paint_line[\"line-translate\"]),\"line-translate-anchor\":new ji(Dt.paint_line[\"line-translate-anchor\"]),\"line-width\":new Ui(Dt.paint_line[\"line-width\"]),\"line-gap-width\":new Ui(Dt.paint_line[\"line-gap-width\"]),\"line-offset\":new Ui(Dt.paint_line[\"line-offset\"]),\"line-blur\":new Ui(Dt.paint_line[\"line-blur\"]),\"line-dasharray\":new Hi(Dt.paint_line[\"line-dasharray\"]),\"line-pattern\":new Vi(Dt.paint_line[\"line-pattern\"]),\"line-gradient\":new qi(Dt.paint_line[\"line-gradient\"])}),layout:fl},pl=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.possiblyEvaluate=function(e,r){return r=new Pi(Math.floor(r.zoom),{now:r.now,fadeDuration:r.fadeDuration,zoomHistory:r.zoomHistory,transition:r.transition}),t.prototype.possiblyEvaluate.call(this,e,r)},e.prototype.evaluate=function(e,r,n,i){return r=f({},r,{zoom:Math.floor(r.zoom)}),t.prototype.evaluate.call(this,e,r,n,i)},e}(Ui),dl=new pl(hl.paint.properties[\"line-width\"].specification);dl.useIntegerZoom=!0;var vl=function(t){function e(e){t.call(this,e,hl)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._handleSpecialPaintPropertyUpdate=function(t){\"line-gradient\"===t&&this._updateGradient()},e.prototype._updateGradient=function(){var t=this._transitionablePaint._values[\"line-gradient\"].value.expression;this.gradient=Jo(t,\"lineProgress\"),this.gradientTexture=null},e.prototype.recalculate=function(e,r){t.prototype.recalculate.call(this,e,r),this.paint._values[\"line-floorwidth\"]=dl.possiblyEvaluate(this._transitioningPaint._values[\"line-width\"].value,e)},e.prototype.createBucket=function(t){return new cl(t)},e.prototype.queryRadius=function(t){var e=t,r=gl(Eo(\"line-width\",this,e),Eo(\"line-gap-width\",this,e)),n=Eo(\"line-offset\",this,e);return r/2+Math.abs(n)+Lo(this.paint.get(\"line-translate\"))},e.prototype.queryIntersectsFeature=function(t,e,r,n,i,o,s){var l=Co(t,this.paint.get(\"line-translate\"),this.paint.get(\"line-translate-anchor\"),o.angle,s),u=s/2*gl(this.paint.get(\"line-width\").evaluate(e,r),this.paint.get(\"line-gap-width\").evaluate(e,r)),c=this.paint.get(\"line-offset\").evaluate(e,r);return c&&(n=function(t,e){for(var r=[],n=new a(0,0),i=0;i<t.length;i++){for(var o=t[i],s=[],l=0;l<o.length;l++){var u=o[l-1],c=o[l],f=o[l+1],h=0===l?n:c.sub(u)._unit()._perp(),p=l===o.length-1?n:f.sub(c)._unit()._perp(),d=h._add(p)._unit(),v=d.x*p.x+d.y*p.y;d._mult(1/v),s.push(d._mult(e)._add(c))}r.push(s)}return r}(n,c*s)),function(t,e,r){for(var n=0;n<e.length;n++){var i=e[n];if(t.length>=3)for(var a=0;a<i.length;a++)if(Mo(t,i[a]))return!0;if(bo(t,i,r))return!0}return!1}(l,n,u)},e.prototype.isTileClipped=function(){return!0},e}(Yi);function gl(t,e){return e>0?e+2*t:t}var 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Yl=3;function Wl(t,e,r){1===t&&r.readMessage(Xl,e)}function Xl(t,e,r){if(3===t){var n=r.readMessage(Jl,{}),i=n.id,a=n.bitmap,o=n.width,s=n.height,l=n.left,u=n.top,c=n.advance;e.push({id:i,bitmap:new Yo({width:o+2*Yl,height:s+2*Yl},a),metrics:{width:o,height:s,left:l,top:u,advance:c}})}}function Jl(t,e,r){1===t?e.id=r.readVarint():2===t?e.bitmap=r.readBytes():3===t?e.width=r.readVarint():4===t?e.height=r.readVarint():5===t?e.left=r.readSVarint():6===t?e.top=r.readSVarint():7===t&&(e.advance=r.readVarint())}var Kl=Yl;function $l(t){for(var e=0,r=0,n=0,i=t;n<i.length;n+=1){var a=i[n];e+=a.w*a.h,r=Math.max(r,a.w)}t.sort((function(t,e){return e.h-t.h}));for(var o=[{x:0,y:0,w:Math.max(Math.ceil(Math.sqrt(e/.95)),r),h:1/0}],s=0,l=0,u=0,c=t;u<c.length;u+=1)for(var f=c[u],h=o.length-1;h>=0;h--){var p=o[h];if(!(f.w>p.w||f.h>p.h)){if(f.x=p.x,f.y=p.y,l=Math.max(l,f.y+f.h),s=Math.max(s,f.x+f.w),f.w===p.w&&f.h===p.h){var d=o.pop();h<o.length&&(o[h]=d)}else 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t.dispatchRenderCallbacks(this.haveRenderCallbacks),t.updatedImages)this.patchUpdatedImage(this.iconPositions[r],t.getImage(r),e),this.patchUpdatedImage(this.patternPositions[r],t.getImage(r),e)},ru.prototype.patchUpdatedImage=function(t,e,r){if(t&&e&&t.version!==e.version){t.version=e.version;var n=t.tl,i=n[0],a=n[1];r.update(e.data,void 0,{x:i,y:a})}},ni(\"ImagePosition\",tu),ni(\"ImageAtlas\",ru);var nu={horizontal:1,vertical:2,horizontalOnly:3},iu=-17;var au=function(){this.scale=1,this.fontStack=\"\",this.imageName=null};au.forText=function(t,e){var r=new au;return r.scale=t||1,r.fontStack=e,r},au.forImage=function(t){var e=new au;return e.imageName=t,e};var ou=function(){this.text=\"\",this.sectionIndex=[],this.sections=[],this.imageSectionID=null};function su(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v){var g,y=ou.fromFeature(t,i);f===nu.vertical&&y.verticalizePunctuation();var m=Ci.processBidirectionalText,x=Ci.processStyledBidirectionalText;if(m&&1===y.sections.length){g=[];for(var b=0,_=m(y.toString(),vu(y,u,a,e,n,p,d));b<_.length;b+=1){var w=_[b],T=new ou;T.text=w,T.sections=y.sections;for(var k=0;k<w.length;k++)T.sectionIndex.push(0);g.push(T)}}else if(x){g=[];for(var A=0,M=x(y.text,y.sectionIndex,vu(y,u,a,e,n,p,d));A<M.length;A+=1){var S=M[A],E=new ou;E.text=S[0],E.sectionIndex=S[1],E.sections=y.sections,g.push(E)}}else g=function(t,e){for(var r=[],n=t.text,i=0,a=0,o=e;a<o.length;a+=1){var s=o[a];r.push(t.substring(i,s)),i=s}return i<n.length&&r.push(t.substring(i,n.length)),r}(y,vu(y,u,a,e,n,p,d));var L=[],C={positionedLines:L,text:y.toString(),top:c[1],bottom:c[1],left:c[0],right:c[0],writingMode:f,iconsInText:!1,verticalizable:!1};return function(t,e,r,n,i,a,o,s,l,u,c,f){for(var h=0,p=iu,d=0,v=0,g=\"right\"===s?1:\"left\"===s?0:.5,y=0,m=0,x=i;m<x.length;m+=1){var b=x[m];b.trim();var _=b.getMaxScale(),w=(_-1)*kl,T={positionedGlyphs:[],lineOffset:0};t.positionedLines[y]=T;var k=T.positionedGlyphs,A=0;if(b.length()){for(var M=0;M<b.length();M++){var S=b.getSection(M),E=b.getSectionIndex(M),L=b.getCharCode(M),C=0,P=null,O=null,I=null,D=kl,z=!(l===nu.horizontal||!c&&!hi(L)||c&&(lu[L]||di(L)));if(S.imageName){var R=n[S.imageName];if(!R)continue;I=S.imageName,t.iconsInText=t.iconsInText||!0,O=R.paddedRect;var F=R.displaySize;S.scale=S.scale*kl/f,P={width:F[0],height:F[1],left:Ql,top:-Kl,advance:z?F[1]:F[0]},C=w+(kl-F[1]*S.scale),D=P.advance;var B=z?F[0]*S.scale-kl*_:F[1]*S.scale-kl*_;B>0&&B>A&&(A=B)}else{var N=r[S.fontStack],j=N&&N[L];if(j&&j.rect)O=j.rect,P=j.metrics;else{var U=e[S.fontStack],V=U&&U[L];if(!V)continue;P=V.metrics}C=(_-S.scale)*kl}z?(t.verticalizable=!0,k.push({glyph:L,imageName:I,x:h,y:p+C,vertical:z,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:O}),h+=D*S.scale+u):(k.push({glyph:L,imageName:I,x:h,y:p+C,vertical:z,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:O}),h+=P.advance*S.scale+u)}if(0!==k.length){var H=h-u;d=Math.max(H,d),yu(k,0,k.length-1,g,A)}h=0;var q=a*_+A;T.lineOffset=Math.max(A,w),p+=q,v=Math.max(q,v),++y}else p+=a,++y}var G=p-iu,Z=gu(o),Y=Z.horizontalAlign,W=Z.verticalAlign;(function(t,e,r,n,i,a,o,s,l){var u=(e-r)*i,c=0;c=a!==o?-s*n-iu:(-n*l+.5)*o;for(var f=0,h=t;f<h.length;f+=1)for(var p=0,d=h[f].positionedGlyphs;p<d.length;p+=1){var v=d[p];v.x+=u,v.y+=c}})(t.positionedLines,g,Y,W,d,v,a,G,i.length),t.top+=-W*G,t.bottom=t.top+G,t.left+=-Y*d,t.right=t.left+d}(C,e,r,n,g,o,s,l,f,u,h,v),!function(t){for(var e=0,r=t;e<r.length;e+=1)if(0!==r[e].positionedGlyphs.length)return!1;return!0}(L)&&C}ou.fromFeature=function(t,e){for(var r=new ou,n=0;n<t.sections.length;n++){var i=t.sections[n];i.image?r.addImageSection(i):r.addTextSection(i,e)}return r},ou.prototype.length=function(){return this.text.length},ou.prototype.getSection=function(t){return this.sections[this.sectionIndex[t]]},ou.prototype.getSectionIndex=function(t){return this.sectionIndex[t]},ou.prototype.getCharCode=function(t){return this.text.charCodeAt(t)},ou.prototype.verticalizePunctuation=function(){this.text=function(t){for(var e=\"\",r=0;r<t.length;r++){var n=t.charCodeAt(r+1)||null,i=t.charCodeAt(r-1)||null;n&&pi(n)&&!Tl[t[r+1]]||i&&pi(i)&&!Tl[t[r-1]]||!Tl[t[r]]?e+=t[r]:e+=Tl[t[r]]}return e}(this.text)},ou.prototype.trim=function(){for(var t=0,e=0;e<this.text.length&&lu[this.text.charCodeAt(e)];e++)t++;for(var r=this.text.length,n=this.text.length-1;n>=0&&n>=t&&lu[this.text.charCodeAt(n)];n--)r--;this.text=this.text.substring(t,r),this.sectionIndex=this.sectionIndex.slice(t,r)},ou.prototype.substring=function(t,e){var r=new ou;return r.text=this.text.substring(t,e),r.sectionIndex=this.sectionIndex.slice(t,e),r.sections=this.sections,r},ou.prototype.toString=function(){return this.text},ou.prototype.getMaxScale=function(){var t=this;return this.sectionIndex.reduce((function(e,r){return Math.max(e,t.sections[r].scale)}),0)},ou.prototype.addTextSection=function(t,e){this.text+=t.text,this.sections.push(au.forText(t.scale,t.fontStack||e));for(var r=this.sections.length-1,n=0;n<t.text.length;++n)this.sectionIndex.push(r)},ou.prototype.addImageSection=function(t){var e=t.image?t.image.name:\"\";if(0!==e.length){var r=this.getNextImageSectionCharCode();r?(this.text+=String.fromCharCode(r),this.sections.push(au.forImage(e)),this.sectionIndex.push(this.sections.length-1)):w(\"Reached maximum number of images 6401\")}else w(\"Can't add FormattedSection with an empty image.\")},ou.prototype.getNextImageSectionCharCode=function(){return this.imageSectionID?this.imageSectionID>=63743?null:++this.imageSectionID:(this.imageSectionID=57344,this.imageSectionID)};var lu={9:!0,10:!0,11:!0,12:!0,13:!0,32:!0},uu={};function cu(t,e,r,n,i,a){if(e.imageName){var o=n[e.imageName];return o?o.displaySize[0]*e.scale*kl/a+i:0}var s=r[e.fontStack],l=s&&s[t];return l?l.metrics.advance*e.scale+i:0}function fu(t,e,r,n){var i=Math.pow(t-e,2);return n?t<e?i/2:2*i:i+Math.abs(r)*r}function hu(t,e,r){var n=0;return 10===t&&(n-=1e4),r&&(n+=150),40!==t&&65288!==t||(n+=50),41!==e&&65289!==e||(n+=50),n}function pu(t,e,r,n,i,a){for(var o=null,s=fu(e,r,i,a),l=0,u=n;l<u.length;l+=1){var c=u[l],f=fu(e-c.x,r,i,a)+c.badness;f<=s&&(o=c,s=f)}return{index:t,x:e,priorBreak:o,badness:s}}function du(t){return t?du(t.priorBreak).concat(t.index):[]}function vu(t,e,r,n,i,a,o){if(\"point\"!==a)return[];if(!t)return[];for(var s=[],l=function(t,e,r,n,i,a){for(var o=0,s=0;s<t.length();s++){var l=t.getSection(s);o+=cu(t.getCharCode(s),l,n,i,e,a)}return o/Math.max(1,Math.ceil(o/r))}(t,e,r,n,i,o),u=t.text.indexOf(\"​\")>=0,c=0,f=0;f<t.length();f++){var h=t.getSection(f),p=t.getCharCode(f);if(lu[p]||(c+=cu(p,h,n,i,e,o)),f<t.length()-1){var d=!((v=p)<11904||!(ci[\"Bopomofo Extended\"](v)||ci.Bopomofo(v)||ci[\"CJK Compatibility Forms\"](v)||ci[\"CJK Compatibility 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yu(t,e,r,n,i){if(n||i)for(var a=t[r],o=a.metrics.advance*a.scale,s=(t[r].x+o)*n,l=e;l<=r;l++)t[l].x-=s,t[l].y+=i}function mu(t,e,r,n,i,a){var o,s=t.image;if(s.content){var l=s.content,u=s.pixelRatio||1;o=[l[0]/u,l[1]/u,s.displaySize[0]-l[2]/u,s.displaySize[1]-l[3]/u]}var c,f,h,p,d=e.left*a,v=e.right*a;\"width\"===r||\"both\"===r?(p=i[0]+d-n[3],f=i[0]+v+n[1]):f=(p=i[0]+(d+v-s.displaySize[0])/2)+s.displaySize[0];var g=e.top*a,y=e.bottom*a;return\"height\"===r||\"both\"===r?(c=i[1]+g-n[0],h=i[1]+y+n[2]):h=(c=i[1]+(g+y-s.displaySize[1])/2)+s.displaySize[1],{image:s,top:c,right:f,bottom:h,left:p,collisionPadding:o}}uu[10]=!0,uu[32]=!0,uu[38]=!0,uu[40]=!0,uu[41]=!0,uu[43]=!0,uu[45]=!0,uu[47]=!0,uu[173]=!0,uu[183]=!0,uu[8203]=!0,uu[8208]=!0,uu[8211]=!0,uu[8231]=!0;var xu=function(t){function e(e,r,n,i){t.call(this,e,r),this.angle=n,void 0!==i&&(this.segment=i)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.clone=function(){return new 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Oa,this.collisionVertexArray=new ca};oc.prototype.upload=function(t){this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,this.layoutAttributes),this.indexBuffer=t.createIndexBuffer(this.indexArray),this.collisionVertexBuffer=t.createVertexBuffer(this.collisionVertexArray,xl.members,!0)},oc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.segments.destroy(),this.collisionVertexBuffer.destroy())},ni(\"CollisionBuffers\",oc);var sc=function(t){this.collisionBoxArray=t.collisionBoxArray,this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.pixelRatio=t.pixelRatio,this.sourceLayerIndex=t.sourceLayerIndex,this.hasPattern=!1,this.hasRTLText=!1,this.sortKeyRanges=[],this.collisionCircleArray=[],this.placementInvProjMatrix=Do([]),this.placementViewportMatrix=Do([]);var e=this.layers[0]._unevaluatedLayout._values;this.textSizeData=_u(this.zoom,e[\"text-size\"]),this.iconSizeData=_u(this.zoom,e[\"icon-size\"]);var r=this.layers[0].layout,n=r.get(\"symbol-sort-key\"),i=r.get(\"symbol-z-order\");this.sortFeaturesByKey=\"viewport-y\"!==i&&void 0!==n.constantOr(1);var a=\"viewport-y\"===i||\"auto\"===i&&!this.sortFeaturesByKey;this.sortFeaturesByY=a&&(r.get(\"text-allow-overlap\")||r.get(\"icon-allow-overlap\")||r.get(\"text-ignore-placement\")||r.get(\"icon-ignore-placement\")),\"point\"===r.get(\"symbol-placement\")&&(this.writingModes=r.get(\"text-writing-mode\").map((function(t){return nu[t]}))),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id})),this.sourceID=t.sourceID};sc.prototype.createArrays=function(){this.text=new ac(new so(yl.members,this.layers,this.zoom,(function(t){return/^text/.test(t)}))),this.icon=new ac(new so(yl.members,this.layers,this.zoom,(function(t){return/^icon/.test(t)}))),this.glyphOffsetArray=new Sa,this.lineVertexArray=new Ea,this.symbolInstances=new Ma},sc.prototype.calculateGlyphDependencies=function(t,e,r,n,i){for(var a=0;a<t.length;a++)if(e[t.charCodeAt(a)]=!0,(r||n)&&i){var o=Tl[t.charAt(a)];o&&(e[o.charCodeAt(0)]=!0)}},sc.prototype.populate=function(t,e,r){var n=this.layers[0],i=n.layout,a=i.get(\"text-font\"),o=i.get(\"text-field\"),s=i.get(\"icon-image\"),l=(\"constant\"!==o.value.kind||o.value.value instanceof ue&&!o.value.value.isEmpty()||o.value.value.toString().length>0)&&(\"constant\"!==a.value.kind||a.value.value.length>0),u=\"constant\"!==s.value.kind||!!s.value.value||Object.keys(s.parameters).length>0,c=i.get(\"symbol-sort-key\");if(this.features=[],l||u){for(var f=e.iconDependencies,h=e.glyphDependencies,p=e.availableImages,d=new Pi(this.zoom),v=0,g=t;v<g.length;v+=1){var y=g[v],m=y.feature,x=y.id,b=y.index,_=y.sourceLayerIndex,w=n._featureFilter.needGeometry,T={type:m.type,id:x,properties:m.properties,geometry:w?po(m):[]};if(n._featureFilter.filter(d,T,r)){w||(T.geometry=po(m));var k=void 0;if(l){var A=n.getValueAndResolveTokens(\"text-field\",T,r,p),M=ue.factory(A);ic(M)&&(this.hasRTLText=!0),(!this.hasRTLText||\"unavailable\"===Ei()||this.hasRTLText&&Ci.isParsed())&&(k=wl(M,n,T))}var S=void 0;if(u){var E=n.getValueAndResolveTokens(\"icon-image\",T,r,p);S=E instanceof ce?E:ce.fromString(E)}if(k||S){var L=this.sortFeaturesByKey?c.evaluate(T,{},r):void 0,C={id:x,text:k,icon:S,index:b,sourceLayerIndex:_,geometry:po(m),properties:m.properties,type:tc[m.type],sortKey:L};if(this.features.push(C),S&&(f[S.name]=!0),k){var P=a.evaluate(T,{},r).join(\",\"),O=\"map\"===i.get(\"text-rotation-alignment\")&&\"point\"!==i.get(\"symbol-placement\");this.allowVerticalPlacement=this.writingModes&&this.writingModes.indexOf(nu.vertical)>=0;for(var I=0,D=k.sections;I<D.length;I+=1){var z=D[I];if(z.image)f[z.image.name]=!0;else{var R=fi(k.toString()),F=z.fontStack||P,B=h[F]=h[F]||{};this.calculateGlyphDependencies(z.text,B,O,this.allowVerticalPlacement,R)}}}}}}\"line\"===i.get(\"symbol-placement\")&&(this.features=function(t){var e={},r={},n=[],i=0;function a(e){n.push(t[e]),i++}function o(t,e,i){var a=r[t];return delete r[t],r[e]=a,n[a].geometry[0].pop(),n[a].geometry[0]=n[a].geometry[0].concat(i[0]),a}function s(t,r,i){var a=e[r];return delete e[r],e[t]=a,n[a].geometry[0].shift(),n[a].geometry[0]=i[0].concat(n[a].geometry[0]),a}function l(t,e,r){var n=r?e[0][e[0].length-1]:e[0][0];return t+\":\"+n.x+\":\"+n.y}for(var u=0;u<t.length;u++){var c=t[u],f=c.geometry,h=c.text?c.text.toString():null;if(h){var p=l(h,f),d=l(h,f,!0);if(p in r&&d in e&&r[p]!==e[d]){var v=s(p,d,f),g=o(p,d,n[v].geometry);delete e[p],delete r[d],r[l(h,n[g].geometry,!0)]=g,n[v].geometry=null}else p in r?o(p,d,f):d in e?s(p,d,f):(a(u),e[p]=i-1,r[d]=i-1)}else a(u)}return n.filter((function(t){return t.geometry}))}(this.features)),this.sortFeaturesByKey&&this.features.sort((function(t,e){return t.sortKey-e.sortKey}))}},sc.prototype.update=function(t,e,r){this.stateDependentLayers.length&&(this.text.programConfigurations.updatePaintArrays(t,e,this.layers,r),this.icon.programConfigurations.updatePaintArrays(t,e,this.layers,r))},sc.prototype.isEmpty=function(){return 0===this.symbolInstances.length&&!this.hasRTLText},sc.prototype.uploadPending=function(){return!this.uploaded||this.text.programConfigurations.needsUpload||this.icon.programConfigurations.needsUpload},sc.prototype.upload=function(t){!this.uploaded&&this.hasDebugData()&&(this.textCollisionBox.upload(t),this.iconCollisionBox.upload(t)),this.text.upload(t,this.sortFeaturesByY,!this.uploaded,this.text.programConfigurations.needsUpload),this.icon.upload(t,this.sortFeaturesByY,!this.uploaded,this.icon.programConfigurations.needsUpload),this.uploaded=!0},sc.prototype.destroyDebugData=function(){this.textCollisionBox.destroy(),this.iconCollisionBox.destroy()},sc.prototype.destroy=function(){this.text.destroy(),this.icon.destroy(),this.hasDebugData()&&this.destroyDebugData()},sc.prototype.addToLineVertexArray=function(t,e){var r=this.lineVertexArray.length;if(void 0!==t.segment){for(var n=t.dist(e[t.segment+1]),i=t.dist(e[t.segment]),a={},o=t.segment+1;o<e.length;o++)a[o]={x:e[o].x,y:e[o].y,tileUnitDistanceFromAnchor:n},o<e.length-1&&(n+=e[o+1].dist(e[o]));for(var s=t.segment||0;s>=0;s--)a[s]={x:e[s].x,y:e[s].y,tileUnitDistanceFromAnchor:i},s>0&&(i+=e[s-1].dist(e[s]));for(var l=0;l<e.length;l++){var u=a[l];this.lineVertexArray.emplaceBack(u.x,u.y,u.tileUnitDistanceFromAnchor)}}return{lineStartIndex:r,lineLength:this.lineVertexArray.length-r}},sc.prototype.addSymbols=function(t,e,r,n,i,a,o,s,l,u,c,f){for(var h=t.indexArray,p=t.layoutVertexArray,d=t.segments.prepareSegment(4*e.length,p,h,a.sortKey),v=this.glyphOffsetArray.length,g=d.vertexLength,y=this.allowVerticalPlacement&&o===nu.vertical?Math.PI/2:0,m=a.text&&a.text.sections,x=0;x<e.length;x++){var b=e[x],_=b.tl,w=b.tr,T=b.bl,k=b.br,A=b.tex,M=b.pixelOffsetTL,S=b.pixelOffsetBR,E=b.minFontScaleX,L=b.minFontScaleY,C=b.glyphOffset,P=b.isSDF,O=b.sectionIndex,I=d.vertexLength,D=C[1];rc(p,s.x,s.y,_.x,D+_.y,A.x,A.y,r,P,M.x,M.y,E,L),rc(p,s.x,s.y,w.x,D+w.y,A.x+A.w,A.y,r,P,S.x,M.y,E,L),rc(p,s.x,s.y,T.x,D+T.y,A.x,A.y+A.h,r,P,M.x,S.y,E,L),rc(p,s.x,s.y,k.x,D+k.y,A.x+A.w,A.y+A.h,r,P,S.x,S.y,E,L),nc(t.dynamicLayoutVertexArray,s,y),h.emplaceBack(I,I+1,I+2),h.emplaceBack(I+1,I+2,I+3),d.vertexLength+=4,d.primitiveLength+=2,this.glyphOffsetArray.emplaceBack(C[0]),x!==e.length-1&&O===e[x+1].sectionIndex||t.programConfigurations.populatePaintArrays(p.length,a,a.index,{},f,m&&m[O])}t.placedSymbolArray.emplaceBack(s.x,s.y,v,this.glyphOffsetArray.length-v,g,l,u,s.segment,r?r[0]:0,r?r[1]:0,n[0],n[1],o,0,!1,0,c)},sc.prototype._addCollisionDebugVertex=function(t,e,r,n,i,a){return e.emplaceBack(0,0),t.emplaceBack(r.x,r.y,n,i,Math.round(a.x),Math.round(a.y))},sc.prototype.addCollisionDebugVertices=function(t,e,r,n,i,o,s){var l=i.segments.prepareSegment(4,i.layoutVertexArray,i.indexArray),u=l.vertexLength,c=i.layoutVertexArray,f=i.collisionVertexArray,h=s.anchorX,p=s.anchorY;this._addCollisionDebugVertex(c,f,o,h,p,new a(t,e)),this._addCollisionDebugVertex(c,f,o,h,p,new a(r,e)),this._addCollisionDebugVertex(c,f,o,h,p,new a(r,n)),this._addCollisionDebugVertex(c,f,o,h,p,new a(t,n)),l.vertexLength+=4;var d=i.indexArray;d.emplaceBack(u,u+1),d.emplaceBack(u+1,u+2),d.emplaceBack(u+2,u+3),d.emplaceBack(u+3,u),l.primitiveLength+=4},sc.prototype.addDebugCollisionBoxes=function(t,e,r,n){for(var i=t;i<e;i++){var a=this.collisionBoxArray.get(i),o=a.x1,s=a.y1,l=a.x2,u=a.y2;this.addCollisionDebugVertices(o,s,l,u,n?this.textCollisionBox:this.iconCollisionBox,a.anchorPoint,r)}},sc.prototype.generateCollisionDebugBuffers=function(){this.hasDebugData()&&this.destroyDebugData(),this.textCollisionBox=new oc(la,bl.members,ya),this.iconCollisionBox=new oc(la,bl.members,ya);for(var t=0;t<this.symbolInstances.length;t++){var e=this.symbolInstances.get(t);this.addDebugCollisionBoxes(e.textBoxStartIndex,e.textBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.verticalTextBoxStartIndex,e.verticalTextBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.iconBoxStartIndex,e.iconBoxEndIndex,e,!1),this.addDebugCollisionBoxes(e.verticalIconBoxStartIndex,e.verticalIconBoxEndIndex,e,!1)}},sc.prototype._deserializeCollisionBoxesForSymbol=function(t,e,r,n,i,a,o,s,l){for(var u={},c=e;c<r;c++){var f=t.get(c);u.textBox={x1:f.x1,y1:f.y1,x2:f.x2,y2:f.y2,anchorPointX:f.anchorPointX,anchorPointY:f.anchorPointY},u.textFeatureIndex=f.featureIndex;break}for(var h=n;h<i;h++){var p=t.get(h);u.verticalTextBox={x1:p.x1,y1:p.y1,x2:p.x2,y2:p.y2,anchorPointX:p.anchorPointX,anchorPointY:p.anchorPointY},u.verticalTextFeatureIndex=p.featureIndex;break}for(var d=a;d<o;d++){var v=t.get(d);u.iconBox={x1:v.x1,y1:v.y1,x2:v.x2,y2:v.y2,anchorPointX:v.anchorPointX,anchorPointY:v.anchorPointY},u.iconFeatureIndex=v.featureIndex;break}for(var g=s;g<l;g++){var y=t.get(g);u.verticalIconBox={x1:y.x1,y1:y.y1,x2:y.x2,y2:y.y2,anchorPointX:y.anchorPointX,anchorPointY:y.anchorPointY},u.verticalIconFeatureIndex=y.featureIndex;break}return u},sc.prototype.deserializeCollisionBoxes=function(t){this.collisionArrays=[];for(var e=0;e<this.symbolInstances.length;e++){var r=this.symbolInstances.get(e);this.collisionArrays.push(this._deserializeCollisionBoxesForSymbol(t,r.textBoxStartIndex,r.textBoxEndIndex,r.verticalTextBoxStartIndex,r.verticalTextBoxEndIndex,r.iconBoxStartIndex,r.iconBoxEndIndex,r.verticalIconBoxStartIndex,r.verticalIconBoxEndIndex))}},sc.prototype.hasTextData=function(){return this.text.segments.get().length>0},sc.prototype.hasIconData=function(){return this.icon.segments.get().length>0},sc.prototype.hasDebugData=function(){return this.textCollisionBox&&this.iconCollisionBox},sc.prototype.hasTextCollisionBoxData=function(){return this.hasDebugData()&&this.textCollisionBox.segments.get().length>0},sc.prototype.hasIconCollisionBoxData=function(){return this.hasDebugData()&&this.iconCollisionBox.segments.get().length>0},sc.prototype.addIndicesForPlacedSymbol=function(t,e){for(var r=t.placedSymbolArray.get(e),n=r.vertexStartIndex+4*r.numGlyphs,i=r.vertexStartIndex;i<n;i+=4)t.indexArray.emplaceBack(i,i+1,i+2),t.indexArray.emplaceBack(i+1,i+2,i+3)},sc.prototype.getSortedSymbolIndexes=function(t){if(this.sortedAngle===t&&void 0!==this.symbolInstanceIndexes)return this.symbolInstanceIndexes;for(var e=Math.sin(t),r=Math.cos(t),n=[],i=[],a=[],o=0;o<this.symbolInstances.length;++o){a.push(o);var s=this.symbolInstances.get(o);n.push(0|Math.round(e*s.anchorX+r*s.anchorY)),i.push(s.featureIndex)}return a.sort((function(t,e){return n[t]-n[e]||i[e]-i[t]})),a},sc.prototype.addToSortKeyRanges=function(t,e){var r=this.sortKeyRanges[this.sortKeyRanges.length-1];r&&r.sortKey===e?r.symbolInstanceEnd=t+1:this.sortKeyRanges.push({sortKey:e,symbolInstanceStart:t,symbolInstanceEnd:t+1})},sc.prototype.sortFeatures=function(t){var e=this;if(this.sortFeaturesByY&&this.sortedAngle!==t&&!(this.text.segments.get().length>1||this.icon.segments.get().length>1)){this.symbolInstanceIndexes=this.getSortedSymbolIndexes(t),this.sortedAngle=t,this.text.indexArray.clear(),this.icon.indexArray.clear(),this.featureSortOrder=[];for(var r=0,n=this.symbolInstanceIndexes;r<n.length;r+=1){var i=n[r],a=this.symbolInstances.get(i);this.featureSortOrder.push(a.featureIndex),[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t,r,n){t>=0&&n.indexOf(t)===r&&e.addIndicesForPlacedSymbol(e.text,t)})),a.verticalPlacedTextSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.text,a.verticalPlacedTextSymbolIndex),a.placedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.placedIconSymbolIndex),a.verticalPlacedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.verticalPlacedIconSymbolIndex)}this.text.indexBuffer&&this.text.indexBuffer.updateData(this.text.indexArray),this.icon.indexBuffer&&this.icon.indexBuffer.updateData(this.icon.indexArray)}},ni(\"SymbolBucket\",sc,{omit:[\"layers\",\"collisionBoxArray\",\"features\",\"compareText\"]}),sc.MAX_GLYPHS=65535,sc.addDynamicAttributes=nc;var lc=new Gi({\"symbol-placement\":new ji(Dt.layout_symbol[\"symbol-placement\"]),\"symbol-spacing\":new ji(Dt.layout_symbol[\"symbol-spacing\"]),\"symbol-avoid-edges\":new ji(Dt.layout_symbol[\"symbol-avoid-edges\"]),\"symbol-sort-key\":new Ui(Dt.layout_symbol[\"symbol-sort-key\"]),\"symbol-z-order\":new ji(Dt.layout_symbol[\"symbol-z-order\"]),\"icon-allow-overlap\":new ji(Dt.layout_symbol[\"icon-allow-overlap\"]),\"icon-ignore-placement\":new ji(Dt.layout_symbol[\"icon-ignore-placement\"]),\"icon-optional\":new ji(Dt.layout_symbol[\"icon-optional\"]),\"icon-rotation-alignment\":new ji(Dt.layout_symbol[\"icon-rotation-alignment\"]),\"icon-size\":new Ui(Dt.layout_symbol[\"icon-size\"]),\"icon-text-fit\":new ji(Dt.layout_symbol[\"icon-text-fit\"]),\"icon-text-fit-padding\":new ji(Dt.layout_symbol[\"icon-text-fit-padding\"]),\"icon-image\":new Ui(Dt.layout_symbol[\"icon-image\"]),\"icon-rotate\":new Ui(Dt.layout_symbol[\"icon-rotate\"]),\"icon-padding\":new ji(Dt.layout_symbol[\"icon-padding\"]),\"icon-keep-upright\":new ji(Dt.layout_symbol[\"icon-keep-upright\"]),\"icon-offset\":new Ui(Dt.layout_symbol[\"icon-offset\"]),\"icon-anchor\":new Ui(Dt.layout_symbol[\"icon-anchor\"]),\"icon-pitch-alignment\":new ji(Dt.layout_symbol[\"icon-pitch-alignment\"]),\"text-pitch-alignment\":new ji(Dt.layout_symbol[\"text-pitch-alignment\"]),\"text-rotation-alignment\":new ji(Dt.layout_symbol[\"text-rotation-alignment\"]),\"text-field\":new Ui(Dt.layout_symbol[\"text-field\"]),\"text-font\":new Ui(Dt.layout_symbol[\"text-font\"]),\"text-size\":new Ui(Dt.layout_symbol[\"text-size\"]),\"text-max-width\":new Ui(Dt.layout_symbol[\"text-max-width\"]),\"text-line-height\":new ji(Dt.layout_symbol[\"text-line-height\"]),\"text-letter-spacing\":new Ui(Dt.layout_symbol[\"text-letter-spacing\"]),\"text-justify\":new Ui(Dt.layout_symbol[\"text-justify\"]),\"text-radial-offset\":new Ui(Dt.layout_symbol[\"text-radial-offset\"]),\"text-variable-anchor\":new ji(Dt.layout_symbol[\"text-variable-anchor\"]),\"text-anchor\":new Ui(Dt.layout_symbol[\"text-anchor\"]),\"text-max-angle\":new ji(Dt.layout_symbol[\"text-max-angle\"]),\"text-writing-mode\":new ji(Dt.layout_symbol[\"text-writing-mode\"]),\"text-rotate\":new Ui(Dt.layout_symbol[\"text-rotate\"]),\"text-padding\":new ji(Dt.layout_symbol[\"text-padding\"]),\"text-keep-upright\":new ji(Dt.layout_symbol[\"text-keep-upright\"]),\"text-transform\":new Ui(Dt.layout_symbol[\"text-transform\"]),\"text-offset\":new Ui(Dt.layout_symbol[\"text-offset\"]),\"text-allow-overlap\":new ji(Dt.layout_symbol[\"text-allow-overlap\"]),\"text-ignore-placement\":new ji(Dt.layout_symbol[\"text-ignore-placement\"]),\"text-optional\":new ji(Dt.layout_symbol[\"text-optional\"])}),uc={paint:new Gi({\"icon-opacity\":new Ui(Dt.paint_symbol[\"icon-opacity\"]),\"icon-color\":new Ui(Dt.paint_symbol[\"icon-color\"]),\"icon-halo-color\":new Ui(Dt.paint_symbol[\"icon-halo-color\"]),\"icon-halo-width\":new Ui(Dt.paint_symbol[\"icon-halo-width\"]),\"icon-halo-blur\":new Ui(Dt.paint_symbol[\"icon-halo-blur\"]),\"icon-translate\":new ji(Dt.paint_symbol[\"icon-translate\"]),\"icon-translate-anchor\":new ji(Dt.paint_symbol[\"icon-translate-anchor\"]),\"text-opacity\":new Ui(Dt.paint_symbol[\"text-opacity\"]),\"text-color\":new Ui(Dt.paint_symbol[\"text-color\"],{runtimeType:Zt,getOverride:function(t){return t.textColor},hasOverride:function(t){return!!t.textColor}}),\"text-halo-color\":new Ui(Dt.paint_symbol[\"text-halo-color\"]),\"text-halo-width\":new Ui(Dt.paint_symbol[\"text-halo-width\"]),\"text-halo-blur\":new Ui(Dt.paint_symbol[\"text-halo-blur\"]),\"text-translate\":new ji(Dt.paint_symbol[\"text-translate\"]),\"text-translate-anchor\":new ji(Dt.paint_symbol[\"text-translate-anchor\"])}),layout:lc},cc=function(t){this.type=t.property.overrides?t.property.overrides.runtimeType:Vt,this.defaultValue=t};cc.prototype.evaluate=function(t){if(t.formattedSection){var e=this.defaultValue.property.overrides;if(e&&e.hasOverride(t.formattedSection))return e.getOverride(t.formattedSection)}return t.feature&&t.featureState?this.defaultValue.evaluate(t.feature,t.featureState):this.defaultValue.property.specification.default},cc.prototype.eachChild=function(t){this.defaultValue.isConstant()||t(this.defaultValue.value._styleExpression.expression)},cc.prototype.outputDefined=function(){return!1},cc.prototype.serialize=function(){return null},ni(\"FormatSectionOverride\",cc,{omit:[\"defaultValue\"]});var fc=function(t){function e(e){t.call(this,e,uc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.recalculate=function(e,r){if(t.prototype.recalculate.call(this,e,r),\"auto\"===this.layout.get(\"icon-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"icon-rotation-alignment\"]=\"map\":this.layout._values[\"icon-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"text-rotation-alignment\"]=\"map\":this.layout._values[\"text-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-pitch-alignment\")&&(this.layout._values[\"text-pitch-alignment\"]=this.layout.get(\"text-rotation-alignment\")),\"auto\"===this.layout.get(\"icon-pitch-alignment\")&&(this.layout._values[\"icon-pitch-alignment\"]=this.layout.get(\"icon-rotation-alignment\")),\"point\"===this.layout.get(\"symbol-placement\")){var n=this.layout.get(\"text-writing-mode\");if(n){for(var i=[],a=0,o=n;a<o.length;a+=1){var s=o[a];i.indexOf(s)<0&&i.push(s)}this.layout._values[\"text-writing-mode\"]=i}else this.layout._values[\"text-writing-mode\"]=[\"horizontal\"]}this._setPaintOverrides()},e.prototype.getValueAndResolveTokens=function(t,e,r,n){var i=this.layout.get(t).evaluate(e,{},r,n),a=this._unevaluatedLayout._values[t];return a.isDataDriven()||sn(a.value)||!i?i:function(t,e){return e.replace(/{([^{}]+)}/g,(function(e,r){return r in t?String(t[r]):\"\"}))}(e.properties,i)},e.prototype.createBucket=function(t){return new sc(t)},e.prototype.queryRadius=function(){return 0},e.prototype.queryIntersectsFeature=function(){return!1},e.prototype._setPaintOverrides=function(){for(var t=0,r=uc.paint.overridableProperties;t<r.length;t+=1){var n=r[t];if(e.hasPaintOverride(this.layout,n)){var i,a=this.paint.get(n),o=new cc(a),s=new on(o,a.property.specification);i=\"constant\"===a.value.kind||\"source\"===a.value.kind?new un(\"source\",s):new cn(\"composite\",s,a.value.zoomStops,a.value._interpolationType),this.paint._values[n]=new Bi(a.property,i,a.parameters)}}},e.prototype._handleOverridablePaintPropertyUpdate=function(t,r,n){return!(!this.layout||r.isDataDriven()||n.isDataDriven())&&e.hasPaintOverride(this.layout,t)},e.hasPaintOverride=function(t,e){var r=t.get(\"text-field\"),n=uc.paint.properties[e],i=!1,a=function(t){for(var e=0,r=t;e<r.length;e+=1){var a=r[e];if(n.overrides&&n.overrides.hasOverride(a))return void(i=!0)}};if(\"constant\"===r.value.kind&&r.value.value instanceof ue)a(r.value.value.sections);else if(\"source\"===r.value.kind){var o=function(t){if(!i)if(t instanceof ve&&pe(t.value)===Jt){var e=t.value;a(e.sections)}else t instanceof xe?a(t.sections):t.eachChild(o)},s=r.value;s._styleExpression&&o(s._styleExpression.expression)}return i},e}(Yi),hc={paint:new Gi({\"background-color\":new ji(Dt.paint_background[\"background-color\"]),\"background-pattern\":new Hi(Dt.paint_background[\"background-pattern\"]),\"background-opacity\":new ji(Dt.paint_background[\"background-opacity\"])})},pc=function(t){function e(e){t.call(this,e,hc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Yi),dc={paint:new Gi({\"raster-opacity\":new ji(Dt.paint_raster[\"raster-opacity\"]),\"raster-hue-rotate\":new ji(Dt.paint_raster[\"raster-hue-rotate\"]),\"raster-brightness-min\":new ji(Dt.paint_raster[\"raster-brightness-min\"]),\"raster-brightness-max\":new ji(Dt.paint_raster[\"raster-brightness-max\"]),\"raster-saturation\":new ji(Dt.paint_raster[\"raster-saturation\"]),\"raster-contrast\":new ji(Dt.paint_raster[\"raster-contrast\"]),\"raster-resampling\":new ji(Dt.paint_raster[\"raster-resampling\"]),\"raster-fade-duration\":new ji(Dt.paint_raster[\"raster-fade-duration\"])})},vc=function(t){function e(e){t.call(this,e,dc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Yi);var gc=function(t){function e(e){t.call(this,e,{}),this.implementation=e}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.is3D=function(){return\"3d\"===this.implementation.renderingMode},e.prototype.hasOffscreenPass=function(){return void 0!==this.implementation.prerender},e.prototype.recalculate=function(){},e.prototype.updateTransitions=function(){},e.prototype.hasTransition=function(){},e.prototype.serialize=function(){},e.prototype.onAdd=function(t){this.implementation.onAdd&&this.implementation.onAdd(t,t.painter.context.gl)},e.prototype.onRemove=function(t){this.implementation.onRemove&&this.implementation.onRemove(t,t.painter.context.gl)},e}(Yi),yc={circle:Uo,heatmap:Ko,hillshade:Qo,fill:js,\"fill-extrusion\":nl,line:vl,symbol:fc,background:pc,raster:vc};var mc=self.HTMLImageElement,xc=self.HTMLCanvasElement,bc=self.HTMLVideoElement,_c=self.ImageData,wc=self.ImageBitmap,Tc=function(t,e,r,n){this.context=t,this.format=r,this.texture=t.gl.createTexture(),this.update(e,n)};Tc.prototype.update=function(t,e,r){var n=t.width,i=t.height,a=!(this.size&&this.size[0]===n&&this.size[1]===i||r),o=this.context,s=o.gl;if(this.useMipmap=Boolean(e&&e.useMipmap),s.bindTexture(s.TEXTURE_2D,this.texture),o.pixelStoreUnpackFlipY.set(!1),o.pixelStoreUnpack.set(1),o.pixelStoreUnpackPremultiplyAlpha.set(this.format===s.RGBA&&(!e||!1!==e.premultiply)),a)this.size=[n,i],t instanceof mc||t instanceof xc||t instanceof bc||t instanceof _c||wc&&t instanceof wc?s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,s.UNSIGNED_BYTE,t):s.texImage2D(s.TEXTURE_2D,0,this.format,n,i,0,this.format,s.UNSIGNED_BYTE,t.data);else{var l=r||{x:0,y:0},u=l.x,c=l.y;t instanceof mc||t instanceof xc||t instanceof bc||t instanceof _c||wc&&t instanceof wc?s.texSubImage2D(s.TEXTURE_2D,0,u,c,s.RGBA,s.UNSIGNED_BYTE,t):s.texSubImage2D(s.TEXTURE_2D,0,u,c,n,i,s.RGBA,s.UNSIGNED_BYTE,t.data)}this.useMipmap&&this.isSizePowerOfTwo()&&s.generateMipmap(s.TEXTURE_2D)},Tc.prototype.bind=function(t,e,r){var n=this.context.gl;n.bindTexture(n.TEXTURE_2D,this.texture),r!==n.LINEAR_MIPMAP_NEAREST||this.isSizePowerOfTwo()||(r=n.LINEAR),t!==this.filter&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,t),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,r||t),this.filter=t),e!==this.wrap&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,e),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,e),this.wrap=e)},Tc.prototype.isSizePowerOfTwo=function(){return this.size[0]===this.size[1]&&Math.log(this.size[0])/Math.LN2%1==0},Tc.prototype.destroy=function(){this.context.gl.deleteTexture(this.texture),this.texture=null};var kc=function(t){var e=this;this._callback=t,this._triggered=!1,\"undefined\"!=typeof MessageChannel&&(this._channel=new MessageChannel,this._channel.port2.onmessage=function(){e._triggered=!1,e._callback()})};kc.prototype.trigger=function(){var t=this;this._triggered||(this._triggered=!0,this._channel?this._channel.port1.postMessage(!0):setTimeout((function(){t._triggered=!1,t._callback()}),0))},kc.prototype.remove=function(){delete this._channel,this._callback=function(){}};var Ac=function(t,e,r){this.target=t,this.parent=e,this.mapId=r,this.callbacks={},this.tasks={},this.taskQueue=[],this.cancelCallbacks={},g([\"receive\",\"process\"],this),this.invoker=new kc(this.process),this.target.addEventListener(\"message\",this.receive,!1),this.globalScope=A()?t:self};function Mc(t,e,r){var n=2*Math.PI*6378137/256/Math.pow(2,r);return[t*n-2*Math.PI*6378137/2,e*n-2*Math.PI*6378137/2]}Ac.prototype.send=function(t,e,r,n,i){var a=this;void 0===i&&(i=!1);var o=Math.round(1e18*Math.random()).toString(36).substring(0,10);r&&(this.callbacks[o]=r);var s=E(this.globalScope)?void 0:[];return this.target.postMessage({id:o,type:t,hasCallback:!!r,targetMapId:n,mustQueue:i,sourceMapId:this.mapId,data:si(e,s)},s),{cancel:function(){r&&delete a.callbacks[o],a.target.postMessage({id:o,type:\"<cancel>\",targetMapId:n,sourceMapId:a.mapId})}}},Ac.prototype.receive=function(t){var e=t.data,r=e.id;if(r&&(!e.targetMapId||this.mapId===e.targetMapId))if(\"<cancel>\"===e.type){delete this.tasks[r];var n=this.cancelCallbacks[r];delete this.cancelCallbacks[r],n&&n()}else A()||e.mustQueue?(this.tasks[r]=e,this.taskQueue.push(r),this.invoker.trigger()):this.processTask(r,e)},Ac.prototype.process=function(){if(this.taskQueue.length){var t=this.taskQueue.shift(),e=this.tasks[t];delete this.tasks[t],this.taskQueue.length&&this.invoker.trigger(),e&&this.processTask(t,e)}},Ac.prototype.processTask=function(t,e){var r=this;if(\"<response>\"===e.type){var n=this.callbacks[t];delete this.callbacks[t],n&&(e.error?n(li(e.error)):n(null,li(e.data)))}else{var i=!1,a=E(this.globalScope)?void 0:[],o=e.hasCallback?function(e,n){i=!0,delete r.cancelCallbacks[t],r.target.postMessage({id:t,type:\"<response>\",sourceMapId:r.mapId,error:e?si(e):null,data:si(n,a)},a)}:function(t){i=!0},s=null,l=li(e.data);if(this.parent[e.type])s=this.parent[e.type](e.sourceMapId,l,o);else if(this.parent.getWorkerSource){var u=e.type.split(\".\");s=this.parent.getWorkerSource(e.sourceMapId,u[0],l.source)[u[1]](l,o)}else o(new Error(\"Could not find function \"+e.type));!i&&s&&s.cancel&&(this.cancelCallbacks[t]=s.cancel)}},Ac.prototype.remove=function(){this.invoker.remove(),this.target.removeEventListener(\"message\",this.receive,!1)};var Sc=function(t,e){t&&(e?this.setSouthWest(t).setNorthEast(e):4===t.length?this.setSouthWest([t[0],t[1]]).setNorthEast([t[2],t[3]]):this.setSouthWest(t[0]).setNorthEast(t[1]))};Sc.prototype.setNorthEast=function(t){return this._ne=t instanceof Lc?new Lc(t.lng,t.lat):Lc.convert(t),this},Sc.prototype.setSouthWest=function(t){return this._sw=t instanceof Lc?new Lc(t.lng,t.lat):Lc.convert(t),this},Sc.prototype.extend=function(t){var e,r,n=this._sw,i=this._ne;if(t instanceof Lc)e=t,r=t;else{if(!(t instanceof Sc)){if(Array.isArray(t)){if(4===t.length||t.every(Array.isArray)){var a=t;return this.extend(Sc.convert(a))}var o=t;return this.extend(Lc.convert(o))}return this}if(e=t._sw,r=t._ne,!e||!r)return this}return n||i?(n.lng=Math.min(e.lng,n.lng),n.lat=Math.min(e.lat,n.lat),i.lng=Math.max(r.lng,i.lng),i.lat=Math.max(r.lat,i.lat)):(this._sw=new Lc(e.lng,e.lat),this._ne=new Lc(r.lng,r.lat)),this},Sc.prototype.getCenter=function(){return new Lc((this._sw.lng+this._ne.lng)/2,(this._sw.lat+this._ne.lat)/2)},Sc.prototype.getSouthWest=function(){return this._sw},Sc.prototype.getNorthEast=function(){return this._ne},Sc.prototype.getNorthWest=function(){return new Lc(this.getWest(),this.getNorth())},Sc.prototype.getSouthEast=function(){return new Lc(this.getEast(),this.getSouth())},Sc.prototype.getWest=function(){return this._sw.lng},Sc.prototype.getSouth=function(){return this._sw.lat},Sc.prototype.getEast=function(){return this._ne.lng},Sc.prototype.getNorth=function(){return this._ne.lat},Sc.prototype.toArray=function(){return[this._sw.toArray(),this._ne.toArray()]},Sc.prototype.toString=function(){return\"LngLatBounds(\"+this._sw.toString()+\", \"+this._ne.toString()+\")\"},Sc.prototype.isEmpty=function(){return!(this._sw&&this._ne)},Sc.prototype.contains=function(t){var e=Lc.convert(t),r=e.lng,n=e.lat,i=this._sw.lat<=n&&n<=this._ne.lat,a=this._sw.lng<=r&&r<=this._ne.lng;return this._sw.lng>this._ne.lng&&(a=this._sw.lng>=r&&r>=this._ne.lng),i&&a},Sc.convert=function(t){return!t||t instanceof Sc?t:new Sc(t)};var Ec=6371008.8,Lc=function(t,e){if(isNaN(t)||isNaN(e))throw new Error(\"Invalid LngLat object: (\"+t+\", \"+e+\")\");if(this.lng=+t,this.lat=+e,this.lat>90||this.lat<-90)throw new Error(\"Invalid LngLat latitude value: must be between -90 and 90\")};Lc.prototype.wrap=function(){return new Lc(c(this.lng,-180,180),this.lat)},Lc.prototype.toArray=function(){return[this.lng,this.lat]},Lc.prototype.toString=function(){return\"LngLat(\"+this.lng+\", \"+this.lat+\")\"},Lc.prototype.distanceTo=function(t){var e=Math.PI/180,r=this.lat*e,n=t.lat*e,i=Math.sin(r)*Math.sin(n)+Math.cos(r)*Math.cos(n)*Math.cos((t.lng-this.lng)*e);return Ec*Math.acos(Math.min(i,1))},Lc.prototype.toBounds=function(t){void 0===t&&(t=0);var e=360*t/40075017,r=e/Math.cos(Math.PI/180*this.lat);return new Sc(new Lc(this.lng-r,this.lat-e),new Lc(this.lng+r,this.lat+e))},Lc.convert=function(t){if(t instanceof Lc)return t;if(Array.isArray(t)&&(2===t.length||3===t.length))return new Lc(Number(t[0]),Number(t[1]));if(!Array.isArray(t)&&\"object\"==typeof t&&null!==t)return new Lc(Number(\"lng\"in t?t.lng:t.lon),Number(t.lat));throw new Error(\"`LngLatLike` argument must be specified as a LngLat instance, an object {lng: <lng>, lat: <lat>}, an object {lon: <lng>, lat: <lat>}, or an array of [<lng>, <lat>]\")};var Cc=2*Math.PI*Ec;function Pc(t){return Cc*Math.cos(t*Math.PI/180)}function Oc(t){return(180+t)/360}function Ic(t){return(180-180/Math.PI*Math.log(Math.tan(Math.PI/4+t*Math.PI/360)))/360}function Dc(t,e){return t/Pc(e)}function zc(t){var e=180-360*t;return 360/Math.PI*Math.atan(Math.exp(e*Math.PI/180))-90}var Rc=function(t,e,r){void 0===r&&(r=0),this.x=+t,this.y=+e,this.z=+r};Rc.fromLngLat=function(t,e){void 0===e&&(e=0);var r=Lc.convert(t);return new Rc(Oc(r.lng),Ic(r.lat),Dc(e,r.lat))},Rc.prototype.toLngLat=function(){return new Lc(360*this.x-180,zc(this.y))},Rc.prototype.toAltitude=function(){return t=this.z,e=this.y,t*Pc(zc(e));var t,e},Rc.prototype.meterInMercatorCoordinateUnits=function(){return 1/Cc*(t=zc(this.y),1/Math.cos(t*Math.PI/180));var t};var Fc=function(t,e,r){this.z=t,this.x=e,this.y=r,this.key=jc(0,t,t,e,r)};Fc.prototype.equals=function(t){return this.z===t.z&&this.x===t.x&&this.y===t.y},Fc.prototype.url=function(t,e){var r,n,i,a,o,s=(r=this.x,n=this.y,i=this.z,a=Mc(256*r,256*(n=Math.pow(2,i)-n-1),i),o=Mc(256*(r+1),256*(n+1),i),a[0]+\",\"+a[1]+\",\"+o[0]+\",\"+o[1]),l=function(t,e,r){for(var n,i=\"\",a=t;a>0;a--)i+=(e&(n=1<<a-1)?1:0)+(r&n?2:0);return i}(this.z,this.x,this.y);return t[(this.x+this.y)%t.length].replace(\"{prefix}\",(this.x%16).toString(16)+(this.y%16).toString(16)).replace(\"{z}\",String(this.z)).replace(\"{x}\",String(this.x)).replace(\"{y}\",String(\"tms\"===e?Math.pow(2,this.z)-this.y-1:this.y)).replace(\"{quadkey}\",l).replace(\"{bbox-epsg-3857}\",s)},Fc.prototype.getTilePoint=function(t){var e=Math.pow(2,this.z);return new a((t.x*e-this.x)*co,(t.y*e-this.y)*co)},Fc.prototype.toString=function(){return this.z+\"/\"+this.x+\"/\"+this.y};var Bc=function(t,e){this.wrap=t,this.canonical=e,this.key=jc(t,e.z,e.z,e.x,e.y)},Nc=function(t,e,r,n,i){this.overscaledZ=t,this.wrap=e,this.canonical=new Fc(r,+n,+i),this.key=jc(e,t,r,n,i)};function jc(t,e,r,n,i){(t*=2)<0&&(t=-1*t-1);var a=1<<r;return(a*a*t+a*i+n).toString(36)+r.toString(36)+e.toString(36)}Nc.prototype.equals=function(t){return this.overscaledZ===t.overscaledZ&&this.wrap===t.wrap&&this.canonical.equals(t.canonical)},Nc.prototype.scaledTo=function(t){var e=this.canonical.z-t;return t>this.canonical.z?new Nc(t,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y):new Nc(t,this.wrap,t,this.canonical.x>>e,this.canonical.y>>e)},Nc.prototype.calculateScaledKey=function(t,e){var r=this.canonical.z-t;return t>this.canonical.z?jc(this.wrap*+e,t,this.canonical.z,this.canonical.x,this.canonical.y):jc(this.wrap*+e,t,t,this.canonical.x>>r,this.canonical.y>>r)},Nc.prototype.isChildOf=function(t){if(t.wrap!==this.wrap)return!1;var e=this.canonical.z-t.canonical.z;return 0===t.overscaledZ||t.overscaledZ<this.overscaledZ&&t.canonical.x===this.canonical.x>>e&&t.canonical.y===this.canonical.y>>e},Nc.prototype.children=function(t){if(this.overscaledZ>=t)return[new Nc(this.overscaledZ+1,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y)];var e=this.canonical.z+1,r=2*this.canonical.x,n=2*this.canonical.y;return[new Nc(e,this.wrap,e,r,n),new Nc(e,this.wrap,e,r+1,n),new Nc(e,this.wrap,e,r,n+1),new Nc(e,this.wrap,e,r+1,n+1)]},Nc.prototype.isLessThan=function(t){return this.wrap<t.wrap||!(this.wrap>t.wrap)&&(this.overscaledZ<t.overscaledZ||!(this.overscaledZ>t.overscaledZ)&&(this.canonical.x<t.canonical.x||!(this.canonical.x>t.canonical.x)&&this.canonical.y<t.canonical.y))},Nc.prototype.wrapped=function(){return new Nc(this.overscaledZ,0,this.canonical.z,this.canonical.x,this.canonical.y)},Nc.prototype.unwrapTo=function(t){return new Nc(this.overscaledZ,t,this.canonical.z,this.canonical.x,this.canonical.y)},Nc.prototype.overscaleFactor=function(){return Math.pow(2,this.overscaledZ-this.canonical.z)},Nc.prototype.toUnwrapped=function(){return new Bc(this.wrap,this.canonical)},Nc.prototype.toString=function(){return this.overscaledZ+\"/\"+this.canonical.x+\"/\"+this.canonical.y},Nc.prototype.getTilePoint=function(t){return this.canonical.getTilePoint(new Rc(t.x-this.wrap,t.y))},ni(\"CanonicalTileID\",Fc),ni(\"OverscaledTileID\",Nc,{omit:[\"posMatrix\"]});var Uc=function(t,e,r){if(this.uid=t,e.height!==e.width)throw new RangeError(\"DEM tiles must be square\");if(r&&\"mapbox\"!==r&&\"terrarium\"!==r)return w('\"'+r+'\" is not a valid encoding type. Valid types include \"mapbox\" and \"terrarium\".');this.stride=e.height;var n=this.dim=e.height-2;this.data=new Uint32Array(e.data.buffer),this.encoding=r||\"mapbox\";for(var i=0;i<n;i++)this.data[this._idx(-1,i)]=this.data[this._idx(0,i)],this.data[this._idx(n,i)]=this.data[this._idx(n-1,i)],this.data[this._idx(i,-1)]=this.data[this._idx(i,0)],this.data[this._idx(i,n)]=this.data[this._idx(i,n-1)];this.data[this._idx(-1,-1)]=this.data[this._idx(0,0)],this.data[this._idx(n,-1)]=this.data[this._idx(n-1,0)],this.data[this._idx(-1,n)]=this.data[this._idx(0,n-1)],this.data[this._idx(n,n)]=this.data[this._idx(n-1,n-1)]};Uc.prototype.get=function(t,e){var r=new Uint8Array(this.data.buffer),n=4*this._idx(t,e);return(\"terrarium\"===this.encoding?this._unpackTerrarium:this._unpackMapbox)(r[n],r[n+1],r[n+2])},Uc.prototype.getUnpackVector=function(){return\"terrarium\"===this.encoding?[256,1,1/256,32768]:[6553.6,25.6,.1,1e4]},Uc.prototype._idx=function(t,e){if(t<-1||t>=this.dim+1||e<-1||e>=this.dim+1)throw new RangeError(\"out of range source coordinates for DEM data\");return(e+1)*this.stride+(t+1)},Uc.prototype._unpackMapbox=function(t,e,r){return(256*t*256+256*e+r)/10-1e4},Uc.prototype._unpackTerrarium=function(t,e,r){return 256*t+e+r/256-32768},Uc.prototype.getPixels=function(){return new Wo({width:this.stride,height:this.stride},new Uint8Array(this.data.buffer))},Uc.prototype.backfillBorder=function(t,e,r){if(this.dim!==t.dim)throw new Error(\"dem dimension mismatch\");var n=e*this.dim,i=e*this.dim+this.dim,a=r*this.dim,o=r*this.dim+this.dim;switch(e){case-1:n=i-1;break;case 1:i=n+1}switch(r){case-1:a=o-1;break;case 1:o=a+1}for(var s=-e*this.dim,l=-r*this.dim,u=a;u<o;u++)for(var c=n;c<i;c++)this.data[this._idx(c,u)]=t.data[this._idx(c+s,u+l)]},ni(\"DEMData\",Uc);var Vc=function(t){this._stringToNumber={},this._numberToString=[];for(var e=0;e<t.length;e++){var r=t[e];this._stringToNumber[r]=e,this._numberToString[e]=r}};Vc.prototype.encode=function(t){return this._stringToNumber[t]},Vc.prototype.decode=function(t){return this._numberToString[t]};var Hc=function(t,e,r,n,i){this.type=\"Feature\",this._vectorTileFeature=t,t._z=e,t._x=r,t._y=n,this.properties=t.properties,this.id=i},qc={geometry:{configurable:!0}};qc.geometry.get=function(){return void 0===this._geometry&&(this._geometry=this._vectorTileFeature.toGeoJSON(this._vectorTileFeature._x,this._vectorTileFeature._y,this._vectorTileFeature._z).geometry),this._geometry},qc.geometry.set=function(t){this._geometry=t},Hc.prototype.toJSON=function(){var t={geometry:this.geometry};for(var e in this)\"_geometry\"!==e&&\"_vectorTileFeature\"!==e&&(t[e]=this[e]);return t},Object.defineProperties(Hc.prototype,qc);var Gc=function(){this.state={},this.stateChanges={},this.deletedStates={}};Gc.prototype.updateState=function(t,e,r){var n=String(e);if(this.stateChanges[t]=this.stateChanges[t]||{},this.stateChanges[t][n]=this.stateChanges[t][n]||{},f(this.stateChanges[t][n],r),null===this.deletedStates[t])for(var i in this.deletedStates[t]={},this.state[t])i!==n&&(this.deletedStates[t][i]=null);else if(this.deletedStates[t]&&null===this.deletedStates[t][n])for(var a in this.deletedStates[t][n]={},this.state[t][n])r[a]||(this.deletedStates[t][n][a]=null);else for(var o in r)this.deletedStates[t]&&this.deletedStates[t][n]&&null===this.deletedStates[t][n][o]&&delete this.deletedStates[t][n][o]},Gc.prototype.removeFeatureState=function(t,e,r){if(null!==this.deletedStates[t]){var n=String(e);if(this.deletedStates[t]=this.deletedStates[t]||{},r&&void 0!==e)null!==this.deletedStates[t][n]&&(this.deletedStates[t][n]=this.deletedStates[t][n]||{},this.deletedStates[t][n][r]=null);else if(void 0!==e)if(this.stateChanges[t]&&this.stateChanges[t][n])for(r in this.deletedStates[t][n]={},this.stateChanges[t][n])this.deletedStates[t][n][r]=null;else this.deletedStates[t][n]=null;else this.deletedStates[t]=null}},Gc.prototype.getState=function(t,e){var r=String(e),n=this.state[t]||{},i=this.stateChanges[t]||{},a=f({},n[r],i[r]);if(null===this.deletedStates[t])return{};if(this.deletedStates[t]){var o=this.deletedStates[t][e];if(null===o)return{};for(var s in o)delete a[s]}return a},Gc.prototype.initializeTileState=function(t,e){t.setFeatureState(this.state,e)},Gc.prototype.coalesceChanges=function(t,e){var r={};for(var n in this.stateChanges){this.state[n]=this.state[n]||{};var i={};for(var a in this.stateChanges[n])this.state[n][a]||(this.state[n][a]={}),f(this.state[n][a],this.stateChanges[n][a]),i[a]=this.state[n][a];r[n]=i}for(var o in this.deletedStates){this.state[o]=this.state[o]||{};var s={};if(null===this.deletedStates[o])for(var l in this.state[o])s[l]={},this.state[o][l]={};else for(var u in this.deletedStates[o]){if(null===this.deletedStates[o][u])this.state[o][u]={};else for(var c=0,h=Object.keys(this.deletedStates[o][u]);c<h.length;c+=1){var p=h[c];delete this.state[o][u][p]}s[u]=this.state[o][u]}r[o]=r[o]||{},f(r[o],s)}if(this.stateChanges={},this.deletedStates={},0!==Object.keys(r).length)for(var d in t)t[d].setFeatureState(r,e)};var Zc=function(t,e){this.tileID=t,this.x=t.canonical.x,this.y=t.canonical.y,this.z=t.canonical.z,this.grid=new Kn(co,16,0),this.grid3D=new Kn(co,16,0),this.featureIndexArray=new Ca,this.promoteId=e};function Yc(t,e,r,n,i){return m(t,(function(t,a){var o=e instanceof Ni?e.get(a):null;return o&&o.evaluate?o.evaluate(r,n,i):o}))}function Wc(t){for(var e=1/0,r=1/0,n=-1/0,i=-1/0,a=0,o=t;a<o.length;a+=1){var s=o[a];e=Math.min(e,s.x),r=Math.min(r,s.y),n=Math.max(n,s.x),i=Math.max(i,s.y)}return{minX:e,minY:r,maxX:n,maxY:i}}function Xc(t,e){return e-t}Zc.prototype.insert=function(t,e,r,n,i,a){var o=this.featureIndexArray.length;this.featureIndexArray.emplaceBack(r,n,i);for(var s=a?this.grid3D:this.grid,l=0;l<e.length;l++){for(var u=e[l],c=[1/0,1/0,-1/0,-1/0],f=0;f<u.length;f++){var h=u[f];c[0]=Math.min(c[0],h.x),c[1]=Math.min(c[1],h.y),c[2]=Math.max(c[2],h.x),c[3]=Math.max(c[3],h.y)}c[0]<co&&c[1]<co&&c[2]>=0&&c[3]>=0&&s.insert(o,c[0],c[1],c[2],c[3])}},Zc.prototype.loadVTLayers=function(){return this.vtLayers||(this.vtLayers=new Js.VectorTile(new Sl(this.rawTileData)).layers,this.sourceLayerCoder=new Vc(this.vtLayers?Object.keys(this.vtLayers).sort():[\"_geojsonTileLayer\"])),this.vtLayers},Zc.prototype.query=function(t,e,r,n){var i=this;this.loadVTLayers();for(var o=t.params||{},s=co/t.tileSize/t.scale,l=wn(o.filter),u=t.queryGeometry,c=t.queryPadding*s,f=Wc(u),h=this.grid.query(f.minX-c,f.minY-c,f.maxX+c,f.maxY+c),p=Wc(t.cameraQueryGeometry),d=0,v=this.grid3D.query(p.minX-c,p.minY-c,p.maxX+c,p.maxY+c,(function(e,r,n,i){return function(t,e,r,n,i){for(var o=0,s=t;o<s.length;o+=1){var l=s[o];if(e<=l.x&&r<=l.y&&n>=l.x&&i>=l.y)return!0}var u=[new a(e,r),new a(e,i),new a(n,i),new a(n,r)];if(t.length>2)for(var c=0,f=u;c<f.length;c+=1)if(Mo(t,f[c]))return!0;for(var h=0;h<t.length-1;h++)if(So(t[h],t[h+1],u))return!0;return!1}(t.cameraQueryGeometry,e-c,r-c,n+c,i+c)}));d<v.length;d+=1){var g=v[d];h.push(g)}h.sort(Xc);for(var y,m={},x=function(a){var c=h[a];if(c!==y){y=c;var f=i.featureIndexArray.get(c),p=null;i.loadMatchingFeature(m,f.bucketIndex,f.sourceLayerIndex,f.featureIndex,l,o.layers,o.availableImages,e,r,n,(function(e,r,n){return p||(p=po(e)),r.queryIntersectsFeature(u,e,n,p,i.z,t.transform,s,t.pixelPosMatrix)}))}},b=0;b<h.length;b++)x(b);return m},Zc.prototype.loadMatchingFeature=function(t,e,r,n,i,a,o,s,l,u,c){var f=this.bucketLayerIDs[e];if(!a||function(t,e){for(var r=0;r<t.length;r++)if(e.indexOf(t[r])>=0)return!0;return!1}(a,f)){var h=this.sourceLayerCoder.decode(r),p=this.vtLayers[h].feature(n);if(i.filter(new Pi(this.tileID.overscaledZ),p))for(var d=this.getId(p,h),v=0;v<f.length;v++){var g=f[v];if(!(a&&a.indexOf(g)<0)){var y=s[g];if(y){var m={};void 0!==d&&u&&(m=u.getState(y.sourceLayer||\"_geojsonTileLayer\",d));var x=l[g];x.paint=Yc(x.paint,y.paint,p,m,o),x.layout=Yc(x.layout,y.layout,p,m,o);var b=!c||c(p,y,m);if(b){var _=new Hc(p,this.z,this.x,this.y,d);_.layer=x;var w=t[g];void 0===w&&(w=t[g]=[]),w.push({featureIndex:n,feature:_,intersectionZ:b})}}}}}},Zc.prototype.lookupSymbolFeatures=function(t,e,r,n,i,a,o,s){var l={};this.loadVTLayers();for(var u=wn(i),c=0,f=t;c<f.length;c+=1){var h=f[c];this.loadMatchingFeature(l,r,n,h,u,a,o,s,e)}return l},Zc.prototype.hasLayer=function(t){for(var e=0,r=this.bucketLayerIDs;e<r.length;e+=1)for(var n=0,i=r[e];n<i.length;n+=1)if(t===i[n])return!0;return!1},Zc.prototype.getId=function(t,e){var r=t.id;if(this.promoteId){var n=\"string\"==typeof this.promoteId?this.promoteId:this.promoteId[e];\"boolean\"==typeof(r=t.properties[n])&&(r=Number(r))}return r},ni(\"FeatureIndex\",Zc,{omit:[\"rawTileData\",\"sourceLayerCoder\"]});var Jc=function(t,e){this.tileID=t,this.uid=p(),this.uses=0,this.tileSize=e,this.buckets={},this.expirationTime=null,this.queryPadding=0,this.hasSymbolBuckets=!1,this.hasRTLText=!1,this.dependencies={},this.expiredRequestCount=0,this.state=\"loading\"};Jc.prototype.registerFadeDuration=function(t){var e=t+this.timeAdded;e<F.now()||this.fadeEndTime&&e<this.fadeEndTime||(this.fadeEndTime=e)},Jc.prototype.wasRequested=function(){return\"errored\"===this.state||\"loaded\"===this.state||\"reloading\"===this.state},Jc.prototype.loadVectorData=function(t,e,r){if(this.hasData()&&this.unloadVectorData(),this.state=\"loaded\",t){for(var n in t.featureIndex&&(this.latestFeatureIndex=t.featureIndex,t.rawTileData?(this.latestRawTileData=t.rawTileData,this.latestFeatureIndex.rawTileData=t.rawTileData):this.latestRawTileData&&(this.latestFeatureIndex.rawTileData=this.latestRawTileData)),this.collisionBoxArray=t.collisionBoxArray,this.buckets=function(t,e){var r={};if(!e)return r;for(var n=function(){var t=a[i],n=t.layerIds.map((function(t){return e.getLayer(t)})).filter(Boolean);if(0!==n.length){t.layers=n,t.stateDependentLayerIds&&(t.stateDependentLayers=t.stateDependentLayerIds.map((function(t){return n.filter((function(e){return e.id===t}))[0]})));for(var o=0,s=n;o<s.length;o+=1){var l=s[o];r[l.id]=t}}},i=0,a=t;i<a.length;i+=1)n();return r}(t.buckets,e.style),this.hasSymbolBuckets=!1,this.buckets){var i=this.buckets[n];if(i instanceof sc){if(this.hasSymbolBuckets=!0,!r)break;i.justReloaded=!0}}if(this.hasRTLText=!1,this.hasSymbolBuckets)for(var a in this.buckets){var o=this.buckets[a];if(o instanceof sc&&o.hasRTLText){this.hasRTLText=!0,Ci.isLoading()||Ci.isLoaded()||\"deferred\"!==Ei()||Li();break}}for(var s in this.queryPadding=0,this.buckets){var l=this.buckets[s];this.queryPadding=Math.max(this.queryPadding,e.style.getLayer(s).queryRadius(l))}t.imageAtlas&&(this.imageAtlas=t.imageAtlas),t.glyphAtlasImage&&(this.glyphAtlasImage=t.glyphAtlasImage)}else this.collisionBoxArray=new wa},Jc.prototype.unloadVectorData=function(){for(var t in this.buckets)this.buckets[t].destroy();this.buckets={},this.imageAtlasTexture&&this.imageAtlasTexture.destroy(),this.imageAtlas&&(this.imageAtlas=null),this.glyphAtlasTexture&&this.glyphAtlasTexture.destroy(),this.latestFeatureIndex=null,this.state=\"unloaded\"},Jc.prototype.getBucket=function(t){return this.buckets[t.id]},Jc.prototype.upload=function(t){for(var e in this.buckets){var r=this.buckets[e];r.uploadPending()&&r.upload(t)}var n=t.gl;this.imageAtlas&&!this.imageAtlas.uploaded&&(this.imageAtlasTexture=new Tc(t,this.imageAtlas.image,n.RGBA),this.imageAtlas.uploaded=!0),this.glyphAtlasImage&&(this.glyphAtlasTexture=new Tc(t,this.glyphAtlasImage,n.ALPHA),this.glyphAtlasImage=null)},Jc.prototype.prepare=function(t){this.imageAtlas&&this.imageAtlas.patchUpdatedImages(t,this.imageAtlasTexture)},Jc.prototype.queryRenderedFeatures=function(t,e,r,n,i,a,o,s,l,u){return this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData?this.latestFeatureIndex.query({queryGeometry:n,cameraQueryGeometry:i,scale:a,tileSize:this.tileSize,pixelPosMatrix:u,transform:s,params:o,queryPadding:this.queryPadding*l},t,e,r):{}},Jc.prototype.querySourceFeatures=function(t,e){var r=this.latestFeatureIndex;if(r&&r.rawTileData){var n=r.loadVTLayers(),i=e?e.sourceLayer:\"\",a=n._geojsonTileLayer||n[i];if(a)for(var o=wn(e&&e.filter),s=this.tileID.canonical,l=s.z,u=s.x,c=s.y,f={z:l,x:u,y:c},h=0;h<a.length;h++){var p=a.feature(h);if(o.filter(new Pi(this.tileID.overscaledZ),p)){var d=r.getId(p,i),v=new Hc(p,l,u,c,d);v.tile=f,t.push(v)}}}},Jc.prototype.hasData=function(){return\"loaded\"===this.state||\"reloading\"===this.state||\"expired\"===this.state},Jc.prototype.patternsLoaded=function(){return this.imageAtlas&&!!Object.keys(this.imageAtlas.patternPositions).length},Jc.prototype.setExpiryData=function(t){var e=this.expirationTime;if(t.cacheControl){var r=M(t.cacheControl);r[\"max-age\"]&&(this.expirationTime=Date.now()+1e3*r[\"max-age\"])}else t.expires&&(this.expirationTime=new Date(t.expires).getTime());if(this.expirationTime){var n=Date.now(),i=!1;if(this.expirationTime>n)i=!1;else if(e)if(this.expirationTime<e)i=!0;else{var a=this.expirationTime-e;a?this.expirationTime=n+Math.max(a,3e4):i=!0}else i=!0;i?(this.expiredRequestCount++,this.state=\"expired\"):this.expiredRequestCount=0}},Jc.prototype.getExpiryTimeout=function(){if(this.expirationTime)return this.expiredRequestCount?1e3*(1<<Math.min(this.expiredRequestCount-1,31)):Math.min(this.expirationTime-(new Date).getTime(),Math.pow(2,31)-1)},Jc.prototype.setFeatureState=function(t,e){if(this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData&&0!==Object.keys(t).length){var r=this.latestFeatureIndex.loadVTLayers();for(var n in this.buckets)if(e.style.hasLayer(n)){var i=this.buckets[n],a=i.layers[0].sourceLayer||\"_geojsonTileLayer\",o=r[a],s=t[a];if(o&&s&&0!==Object.keys(s).length){i.update(s,o,this.imageAtlas&&this.imageAtlas.patternPositions||{});var l=e&&e.style&&e.style.getLayer(n);l&&(this.queryPadding=Math.max(this.queryPadding,l.queryRadius(i)))}}}},Jc.prototype.holdingForFade=function(){return void 0!==this.symbolFadeHoldUntil},Jc.prototype.symbolFadeFinished=function(){return!this.symbolFadeHoldUntil||this.symbolFadeHoldUntil<F.now()},Jc.prototype.clearFadeHold=function(){this.symbolFadeHoldUntil=void 0},Jc.prototype.setHoldDuration=function(t){this.symbolFadeHoldUntil=F.now()+t},Jc.prototype.setDependencies=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1)r[i[n]]=!0;this.dependencies[t]=r},Jc.prototype.hasDependency=function(t,e){for(var r=0,n=t;r<n.length;r+=1){var i=n[r],a=this.dependencies[i];if(a)for(var o=0,s=e;o<s.length;o+=1)if(a[s[o]])return!0}return!1};var Kc=self.performance,$c=function(t){this._marks={start:[t.url,\"start\"].join(\"#\"),end:[t.url,\"end\"].join(\"#\"),measure:t.url.toString()},Kc.mark(this._marks.start)};$c.prototype.finish=function(){Kc.mark(this._marks.end);var t=Kc.getEntriesByName(this._marks.measure);return 0===t.length&&(Kc.measure(this._marks.measure,this._marks.start,this._marks.end),t=Kc.getEntriesByName(this._marks.measure),Kc.clearMarks(this._marks.start),Kc.clearMarks(this._marks.end),Kc.clearMeasures(this._marks.measure)),t},t.Actor=Ac,t.AlphaImage=Yo,t.CanonicalTileID=Fc,t.CollisionBoxArray=wa,t.Color=oe,t.DEMData=Uc,t.DataConstantProperty=ji,t.DictionaryCoder=Vc,t.EXTENT=co,t.ErrorEvent=Ot,t.EvaluationParameters=Pi,t.Event=Pt,t.Evented=It,t.FeatureIndex=Zc,t.FillBucket=Fs,t.FillExtrusionBucket=tl,t.ImageAtlas=ru,t.ImagePosition=tu,t.LineBucket=cl,t.LngLat=Lc,t.LngLatBounds=Sc,t.MercatorCoordinate=Rc,t.ONE_EM=kl,t.OverscaledTileID=Nc,t.Point=a,t.Point$1=a,t.Properties=Gi,t.Protobuf=Sl,t.RGBAImage=Wo,t.RequestManager=q,t.RequestPerformance=$c,t.ResourceType=xt,t.SegmentVector=Oa,t.SourceFeatureState=Gc,t.StructArrayLayout1ui2=ma,t.StructArrayLayout2f1f2i16=ua,t.StructArrayLayout2i4=Qi,t.StructArrayLayout3ui6=fa,t.StructArrayLayout4i8=ta,t.SymbolBucket=sc,t.Texture=Tc,t.Tile=Jc,t.Transitionable=Di,t.Uniform1f=Ya,t.Uniform1i=Za,t.Uniform2f=Wa,t.Uniform3f=Xa,t.Uniform4f=Ja,t.UniformColor=Ka,t.UniformMatrix4f=Qa,t.UnwrappedTileID=Bc,t.ValidationError=zt,t.WritingMode=nu,t.ZoomHistory=ui,t.add=function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t},t.addDynamicAttributes=nc,t.asyncAll=function(t,e,r){if(!t.length)return r(null,[]);var n=t.length,i=new Array(t.length),a=null;t.forEach((function(t,o){e(t,(function(t,e){t&&(a=t),i[o]=e,0==--n&&r(a,i)}))}))},t.bezier=s,t.bindAll=g,t.browser=F,t.cacheEntryPossiblyAdded=function(t){++yt>ct&&(t.getActor().send(\"enforceCacheSizeLimit\",ut),yt=0)},t.clamp=u,t.clearTileCache=function(t){var e=self.caches.delete(lt);t&&e.catch(t).then((function(){return t()}))},t.clipLine=Ou,t.clone=function(t){var e=new Io(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e},t.clone$1=b,t.clone$2=function(t){var e=new Io(3);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e},t.collisionCircleLayout=_l,t.config=B,t.create=function(){var t=new Io(16);return Io!=Float32Array&&(t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[11]=0,t[12]=0,t[13]=0,t[14]=0),t[0]=1,t[5]=1,t[10]=1,t[15]=1,t},t.create$1=function(){var t=new Io(9);return Io!=Float32Array&&(t[1]=0,t[2]=0,t[3]=0,t[5]=0,t[6]=0,t[7]=0),t[0]=1,t[4]=1,t[8]=1,t},t.create$2=function(){var t=new Io(4);return Io!=Float32Array&&(t[1]=0,t[2]=0),t[0]=1,t[3]=1,t},t.createCommonjsModule=e,t.createExpression=ln,t.createLayout=Ki,t.createStyleLayer=function(t){return\"custom\"===t.type?new gc(t):new yc[t.type](t)},t.cross=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=r[0],s=r[1],l=r[2];return t[0]=i*l-a*s,t[1]=a*o-n*l,t[2]=n*s-i*o,t},t.deepEqual=function t(e,r){if(Array.isArray(e)){if(!Array.isArray(r)||e.length!==r.length)return!1;for(var n=0;n<e.length;n++)if(!t(e[n],r[n]))return!1;return!0}if(\"object\"==typeof e&&null!==e&&null!==r){if(\"object\"!=typeof r)return!1;if(Object.keys(e).length!==Object.keys(r).length)return!1;for(var i in e)if(!t(e[i],r[i]))return!1;return!0}return e===r},t.dot=function(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]},t.dot$1=function(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]+t[3]*e[3]},t.ease=l,t.emitValidationErrors=Jn,t.endsWith=y,t.enforceCacheSizeLimit=function(t){ht(),tt&&tt.then((function(e){e.keys().then((function(r){for(var n=0;n<r.length-t;n++)e.delete(r[n])}))}))},t.evaluateSizeForFeature=wu,t.evaluateSizeForZoom=Tu,t.evaluateVariableOffset=Yu,t.evented=Si,t.extend=f,t.featureFilter=wn,t.filterObject=x,t.fromRotation=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=n,t[1]=r,t[2]=0,t[3]=-r,t[4]=n,t[5]=0,t[6]=0,t[7]=0,t[8]=1,t},t.getAnchorAlignment=gu,t.getAnchorJustification=Wu,t.getArrayBuffer=kt,t.getImage=Et,t.getJSON=function(t,e){return Tt(f(t,{type:\"json\"}),e)},t.getRTLTextPluginStatus=Ei,t.getReferrer=_t,t.getVideo=function(t,e){var r,n,i=self.document.createElement(\"video\");i.muted=!0,i.onloadstart=function(){e(null,i)};for(var a=0;a<t.length;a++){var 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c={},e.tags)c[f]=e.tags[f];c.mapbox_clip_start=i.start/i.size,c.mapbox_clip_end=i.end/i.size}var h={geometry:o,type:\"Polygon\"===a||\"MultiPolygon\"===a?3:\"LineString\"===a||\"MultiLineString\"===a?2:1,tags:c};null!==e.id&&(h.id=e.id),t.features.push(h)}}function wt(t,e,r,n,i,a){var o=n*n;if(n>0&&e.size<(i?o:n))r.numPoints+=e.length/3;else{for(var s=[],l=0;l<e.length;l+=3)(0===n||e[l+2]>o)&&(r.numSimplified++,s.push(e[l]),s.push(e[l+1])),r.numPoints++;i&&function(t,e){for(var r=0,n=0,i=t.length,a=i-2;n<i;a=n,n+=2)r+=(t[n]-t[a])*(t[n+1]+t[a+1]);if(r>0===e)for(n=0,i=t.length;n<i/2;n+=2){var o=t[n],s=t[n+1];t[n]=t[i-2-n],t[n+1]=t[i-1-n],t[i-2-n]=o,t[i-1-n]=s}}(s,a),t.push(s)}}function Tt(t,e){var r=(e=this.options=function(t,e){for(var r in e)t[r]=e[r];return t}(Object.create(this.options),e)).debug;if(r&&console.time(\"preprocess data\"),e.maxZoom<0||e.maxZoom>24)throw new Error(\"maxZoom should be in the 0-24 range\");if(e.promoteId&&e.generateId)throw new Error(\"promoteId and generateId cannot be used together.\");var n=function(t,e){var r=[];if(\"FeatureCollection\"===t.type)for(var n=0;n<t.features.length;n++)rt(r,t.features[n],e,n);else\"Feature\"===t.type?rt(r,t,e):rt(r,{geometry:t},e);return r}(t,e);this.tiles={},this.tileCoords=[],r&&(console.timeEnd(\"preprocess data\"),console.log(\"index: maxZoom: %d, maxPoints: %d\",e.indexMaxZoom,e.indexMaxPoints),console.time(\"generate tiles\"),this.stats={},this.total=0),(n=function(t,e){var r=e.buffer/e.extent,n=t,i=lt(t,1,-1-r,r,0,-1,2,e),a=lt(t,1,1-r,2+r,0,-1,2,e);return(i||a)&&(n=lt(t,1,-r,1+r,0,-1,2,e)||[],i&&(n=gt(i,1).concat(n)),a&&(n=n.concat(gt(a,-1)))),n}(n,e)).length&&this.splitTile(n,0,0,0),r&&(n.length&&console.log(\"features: %d, points: %d\",this.tiles[0].numFeatures,this.tiles[0].numPoints),console.timeEnd(\"generate tiles\"),console.log(\"tiles generated:\",this.total,JSON.stringify(this.stats)))}function kt(t,e,r){return 32*((1<<t)*r+e)+t}function At(t,e){var r=t.tileID.canonical;if(!this._geoJSONIndex)return e(null,null);var n=this._geoJSONIndex.getTile(r.z,r.x,r.y);if(!n)return e(null,null);var i=new g(n.features),a=_(i);0===a.byteOffset&&a.byteLength===a.buffer.byteLength||(a=new Uint8Array(a)),e(null,{vectorTile:i,rawData:a.buffer})}V.prototype.load=function(t){var e=this.options,r=e.log,n=e.minZoom,i=e.maxZoom,a=e.nodeSize;r&&console.time(\"total time\");var o=\"prepare \"+t.length+\" points\";r&&console.time(o),this.points=t;for(var s=[],l=0;l<t.length;l++)t[l].geometry&&s.push(q(t[l],l));this.trees[i+1]=new j(s,J,K,a,Float32Array),r&&console.timeEnd(o);for(var u=i;u>=n;u--){var c=+Date.now();s=this._cluster(s,u),this.trees[u]=new j(s,J,K,a,Float32Array),r&&console.log(\"z%d: %d clusters in %dms\",u,s.length,+Date.now()-c)}return r&&console.timeEnd(\"total time\"),this},V.prototype.getClusters=function(t,e){var r=((t[0]+180)%360+360)%360-180,n=Math.max(-90,Math.min(90,t[1])),i=180===t[2]?180:((t[2]+180)%360+360)%360-180,a=Math.max(-90,Math.min(90,t[3]));if(t[2]-t[0]>=360)r=-180,i=180;else if(r>i){var o=this.getClusters([r,n,180,a],e),s=this.getClusters([-180,n,i,a],e);return o.concat(s)}for(var l=this.trees[this._limitZoom(e)],u=[],c=0,f=l.range(Y(r),W(a),Y(i),W(n));c<f.length;c+=1){var h=f[c],p=l.points[h];u.push(p.numPoints?G(p):this.points[p.index])}return u},V.prototype.getChildren=function(t){var e=this._getOriginId(t),r=this._getOriginZoom(t),n=\"No cluster with the specified id.\",i=this.trees[r];if(!i)throw new Error(n);var a=i.points[e];if(!a)throw new Error(n);for(var o=this.options.radius/(this.options.extent*Math.pow(2,r-1)),s=[],l=0,u=i.within(a.x,a.y,o);l<u.length;l+=1){var c=u[l],f=i.points[c];f.parentId===t&&s.push(f.numPoints?G(f):this.points[f.index])}if(0===s.length)throw new Error(n);return s},V.prototype.getLeaves=function(t,e,r){e=e||10,r=r||0;var n=[];return this._appendLeaves(n,t,e,r,0),n},V.prototype.getTile=function(t,e,r){var n=this.trees[this._limitZoom(t)],i=Math.pow(2,t),a=this.options,o=a.extent,s=a.radius/o,l=(r-s)/i,u=(r+1+s)/i,c={features:[]};return this._addTileFeatures(n.range((e-s)/i,l,(e+1+s)/i,u),n.points,e,r,i,c),0===e&&this._addTileFeatures(n.range(1-s/i,l,1,u),n.points,i,r,i,c),e===i-1&&this._addTileFeatures(n.range(0,l,s/i,u),n.points,-1,r,i,c),c.features.length?c:null},V.prototype.getClusterExpansionZoom=function(t){for(var e=this._getOriginZoom(t)-1;e<=this.options.maxZoom;){var r=this.getChildren(t);if(e++,1!==r.length)break;t=r[0].properties.cluster_id}return e},V.prototype._appendLeaves=function(t,e,r,n,i){for(var a=0,o=this.getChildren(e);a<o.length;a+=1){var s=o[a],l=s.properties;if(l&&l.cluster?i+l.point_count<=n?i+=l.point_count:i=this._appendLeaves(t,l.cluster_id,r,n,i):i<n?i++:t.push(s),t.length===r)break}return i},V.prototype._addTileFeatures=function(t,e,r,n,i,a){for(var o=0,s=t;o<s.length;o+=1){var l=e[s[o]],u=l.numPoints,c={type:1,geometry:[[Math.round(this.options.extent*(l.x*i-r)),Math.round(this.options.extent*(l.y*i-n))]],tags:u?Z(l):this.points[l.index].properties},f=void 0;u?f=l.id:this.options.generateId?f=l.index:this.points[l.index].id&&(f=this.points[l.index].id),void 0!==f&&(c.id=f),a.features.push(c)}},V.prototype._limitZoom=function(t){return Math.max(this.options.minZoom,Math.min(t,this.options.maxZoom+1))},V.prototype._cluster=function(t,e){for(var r=[],n=this.options,i=n.radius,a=n.extent,o=n.reduce,s=i/(a*Math.pow(2,e)),l=0;l<t.length;l++){var u=t[l];if(!(u.zoom<=e)){u.zoom=e;for(var c=this.trees[e+1],f=c.within(u.x,u.y,s),h=u.numPoints||1,p=u.x*h,d=u.y*h,v=o&&h>1?this._map(u,!0):null,g=(l<<5)+(e+1)+this.points.length,y=0,m=f;y<m.length;y+=1){var x=m[y],b=c.points[x];if(!(b.zoom<=e)){b.zoom=e;var _=b.numPoints||1;p+=b.x*_,d+=b.y*_,h+=_,b.parentId=g,o&&(v||(v=this._map(u,!0)),o(v,this._map(b)))}}1===h?r.push(u):(u.parentId=g,r.push(H(p/h,d/h,g,h,v)))}}return r},V.prototype._getOriginId=function(t){return t-this.points.length>>5},V.prototype._getOriginZoom=function(t){return(t-this.points.length)%32},V.prototype._map=function(t,e){if(t.numPoints)return e?X({},t.properties):t.properties;var r=this.points[t.index].properties,n=this.options.map(r);return e&&n===r?X({},n):n},Tt.prototype.options={maxZoom:14,indexMaxZoom:5,indexMaxPoints:1e5,tolerance:3,extent:4096,buffer:64,lineMetrics:!1,promoteId:null,generateId:!1,debug:0},Tt.prototype.splitTile=function(t,e,r,n,i,a,o){for(var s=[t,e,r,n],l=this.options,u=l.debug;s.length;){n=s.pop(),r=s.pop(),e=s.pop(),t=s.pop();var c=1<<e,f=kt(e,r,n),h=this.tiles[f];if(!h&&(u>1&&console.time(\"creation\"),h=this.tiles[f]=bt(t,e,r,n,l),this.tileCoords.push({z:e,x:r,y:n}),u)){u>1&&(console.log(\"tile z%d-%d-%d (features: %d, points: %d, simplified: %d)\",e,r,n,h.numFeatures,h.numPoints,h.numSimplified),console.timeEnd(\"creation\"));var p=\"z\"+e;this.stats[p]=(this.stats[p]||0)+1,this.total++}if(h.source=t,i){if(e===l.maxZoom||e===i)continue;var d=1<<i-e;if(r!==Math.floor(a/d)||n!==Math.floor(o/d))continue}else if(e===l.indexMaxZoom||h.numPoints<=l.indexMaxPoints)continue;if(h.source=null,0!==t.length){u>1&&console.time(\"clipping\");var v,g,y,m,x,b,_=.5*l.buffer/l.extent,w=.5-_,T=.5+_,k=1+_;v=g=y=m=null,x=lt(t,c,r-_,r+T,0,h.minX,h.maxX,l),b=lt(t,c,r+w,r+k,0,h.minX,h.maxX,l),t=null,x&&(v=lt(x,c,n-_,n+T,1,h.minY,h.maxY,l),g=lt(x,c,n+w,n+k,1,h.minY,h.maxY,l),x=null),b&&(y=lt(b,c,n-_,n+T,1,h.minY,h.maxY,l),m=lt(b,c,n+w,n+k,1,h.minY,h.maxY,l),b=null),u>1&&console.timeEnd(\"clipping\"),s.push(v||[],e+1,2*r,2*n),s.push(g||[],e+1,2*r,2*n+1),s.push(y||[],e+1,2*r+1,2*n),s.push(m||[],e+1,2*r+1,2*n+1)}}},Tt.prototype.getTile=function(t,e,r){var n=this.options,i=n.extent,a=n.debug;if(t<0||t>24)return null;var o=1<<t,s=kt(t,e=(e%o+o)%o,r);if(this.tiles[s])return mt(this.tiles[s],i);a>1&&console.log(\"drilling down to z%d-%d-%d\",t,e,r);for(var l,u=t,c=e,f=r;!l&&u>0;)u--,c=Math.floor(c/2),f=Math.floor(f/2),l=this.tiles[kt(u,c,f)];return l&&l.source?(a>1&&console.log(\"found parent tile z%d-%d-%d\",u,c,f),a>1&&console.time(\"drilling down\"),this.splitTile(l.source,u,c,f,t,e,r),a>1&&console.timeEnd(\"drilling down\"),this.tiles[s]?mt(this.tiles[s],i):null):null};var Mt=function(e){function r(t,r,n,i){e.call(this,t,r,n,At),i&&(this.loadGeoJSON=i)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadData=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),this._pendingCallback=e,this._pendingLoadDataParams=t,this._state&&\"Idle\"!==this._state?this._state=\"NeedsLoadData\":(this._state=\"Coalescing\",this._loadData())},r.prototype._loadData=function(){var e=this;if(this._pendingCallback&&this._pendingLoadDataParams){var r=this._pendingCallback,n=this._pendingLoadDataParams;delete this._pendingCallback,delete this._pendingLoadDataParams;var i=!!(n&&n.request&&n.request.collectResourceTiming)&&new t.RequestPerformance(n.request);this.loadGeoJSON(n,(function(a,o){if(a||!o)return r(a);if(\"object\"!=typeof o)return r(new Error(\"Input data given to '\"+n.source+\"' is not a valid GeoJSON object.\"));f(o,!0);try{e._geoJSONIndex=n.cluster?new V(function(e){var r=e.superclusterOptions,n=e.clusterProperties;if(!n||!r)return r;for(var i={},a={},o={accumulated:null,zoom:0},s={properties:null},l=Object.keys(n),u=0,c=l;u<c.length;u+=1){var f=c[u],h=n[f],p=h[0],d=h[1],v=t.createExpression(d),g=t.createExpression(\"string\"==typeof p?[p,[\"accumulated\"],[\"get\",f]]:p);i[f]=v.value,a[f]=g.value}return r.map=function(t){s.properties=t;for(var e={},r=0,n=l;r<n.length;r+=1){var a=n[r];e[a]=i[a].evaluate(o,s)}return e},r.reduce=function(t,e){s.properties=e;for(var r=0,n=l;r<n.length;r+=1){var i=n[r];o.accumulated=t[i],t[i]=a[i].evaluate(o,s)}},r}(n)).load(o.features):function(t,e){return new Tt(t,e)}(o,n.geojsonVtOptions)}catch(a){return r(a)}e.loaded={};var s={};if(i){var l=i.finish();l&&(s.resourceTiming={},s.resourceTiming[n.source]=JSON.parse(JSON.stringify(l)))}r(null,s)}))}},r.prototype.coalesce=function(){\"Coalescing\"===this._state?this._state=\"Idle\":\"NeedsLoadData\"===this._state&&(this._state=\"Coalescing\",this._loadData())},r.prototype.reloadTile=function(t,r){var n=this.loaded,i=t.uid;return n&&n[i]?e.prototype.reloadTile.call(this,t,r):this.loadTile(t,r)},r.prototype.loadGeoJSON=function(e,r){if(e.request)t.getJSON(e.request,r);else{if(\"string\"!=typeof e.data)return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"));try{return r(null,JSON.parse(e.data))}catch(t){return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"))}}},r.prototype.removeSource=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),e()},r.prototype.getClusterExpansionZoom=function(t,e){try{e(null,this._geoJSONIndex.getClusterExpansionZoom(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterChildren=function(t,e){try{e(null,this._geoJSONIndex.getChildren(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterLeaves=function(t,e){try{e(null,this._geoJSONIndex.getLeaves(t.clusterId,t.limit,t.offset))}catch(t){e(t)}},r}(l);var St=function(e){var r=this;this.self=e,this.actor=new t.Actor(e,this),this.layerIndexes={},this.availableImages={},this.workerSourceTypes={vector:l,geojson:Mt},this.workerSources={},this.demWorkerSources={},this.self.registerWorkerSource=function(t,e){if(r.workerSourceTypes[t])throw new Error('Worker source with name \"'+t+'\" already registered.');r.workerSourceTypes[t]=e},this.self.registerRTLTextPlugin=function(e){if(t.plugin.isParsed())throw new Error(\"RTL text plugin already registered.\");t.plugin.applyArabicShaping=e.applyArabicShaping,t.plugin.processBidirectionalText=e.processBidirectionalText,t.plugin.processStyledBidirectionalText=e.processStyledBidirectionalText}};return St.prototype.setReferrer=function(t,e){this.referrer=e},St.prototype.setImages=function(t,e,r){for(var n in this.availableImages[t]=e,this.workerSources[t]){var i=this.workerSources[t][n];for(var a in i)i[a].availableImages=e}r()},St.prototype.setLayers=function(t,e,r){this.getLayerIndex(t).replace(e),r()},St.prototype.updateLayers=function(t,e,r){this.getLayerIndex(t).update(e.layers,e.removedIds),r()},St.prototype.loadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).loadTile(e,r)},St.prototype.loadDEMTile=function(t,e,r){this.getDEMWorkerSource(t,e.source).loadTile(e,r)},St.prototype.reloadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).reloadTile(e,r)},St.prototype.abortTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).abortTile(e,r)},St.prototype.removeTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).removeTile(e,r)},St.prototype.removeDEMTile=function(t,e){this.getDEMWorkerSource(t,e.source).removeTile(e)},St.prototype.removeSource=function(t,e,r){if(this.workerSources[t]&&this.workerSources[t][e.type]&&this.workerSources[t][e.type][e.source]){var n=this.workerSources[t][e.type][e.source];delete this.workerSources[t][e.type][e.source],void 0!==n.removeSource?n.removeSource(e,r):r()}},St.prototype.loadWorkerSource=function(t,e,r){try{this.self.importScripts(e.url),r()}catch(t){r(t.toString())}},St.prototype.syncRTLPluginState=function(e,r,n){try{t.plugin.setState(r);var i=t.plugin.getPluginURL();if(t.plugin.isLoaded()&&!t.plugin.isParsed()&&null!=i){this.self.importScripts(i);var a=t.plugin.isParsed();n(a?void 0:new Error(\"RTL Text Plugin failed to import scripts from \"+i),a)}}catch(t){n(t.toString())}},St.prototype.getAvailableImages=function(t){var e=this.availableImages[t];return e||(e=[]),e},St.prototype.getLayerIndex=function(t){var e=this.layerIndexes[t];return e||(e=this.layerIndexes[t]=new n),e},St.prototype.getWorkerSource=function(t,e,r){var n=this;if(this.workerSources[t]||(this.workerSources[t]={}),this.workerSources[t][e]||(this.workerSources[t][e]={}),!this.workerSources[t][e][r]){var i={send:function(e,r,i){n.actor.send(e,r,i,t)}};this.workerSources[t][e][r]=new this.workerSourceTypes[e](i,this.getLayerIndex(t),this.getAvailableImages(t))}return this.workerSources[t][e][r]},St.prototype.getDEMWorkerSource=function(t,e){return this.demWorkerSources[t]||(this.demWorkerSources[t]={}),this.demWorkerSources[t][e]||(this.demWorkerSources[t][e]=new c),this.demWorkerSources[t][e]},St.prototype.enforceCacheSizeLimit=function(e,r){t.enforceCacheSizeLimit(r)},\"undefined\"!=typeof WorkerGlobalScope&&void 0!==t.window&&t.window instanceof WorkerGlobalScope&&(t.window.worker=new St(t.window)),St})),n(0,(function(t){var e=t.createCommonjsModule((function(t){function e(t){return!r(t)}function r(t){return\"undefined\"!=typeof window&&\"undefined\"!=typeof 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t=document.createElement(\"canvas\");t.width=t.height=1;var e=t.getContext(\"2d\");if(!e)return!1;var r=e.getImageData(0,0,1,1);return r&&r.width===t.width}()?(r=t&&t.failIfMajorPerformanceCaveat,void 0===n[r]&&(n[r]=function(t){var r=function(t){var r=document.createElement(\"canvas\"),n=Object.create(e.webGLContextAttributes);return n.failIfMajorPerformanceCaveat=t,r.probablySupportsContext?r.probablySupportsContext(\"webgl\",n)||r.probablySupportsContext(\"experimental-webgl\",n):r.supportsContext?r.supportsContext(\"webgl\",n)||r.supportsContext(\"experimental-webgl\",n):r.getContext(\"webgl\",n)||r.getContext(\"experimental-webgl\",n)}(t);if(!r)return!1;var n=r.createShader(r.VERTEX_SHADER);return!(!n||r.isContextLost())&&(r.shaderSource(n,\"void main() {}\"),r.compileShader(n),!0===r.getShaderParameter(n,r.COMPILE_STATUS))}(r)),n[r]?void 0:\"insufficient WebGL support\"):\"insufficient Canvas/getImageData support\":\"insufficient ArrayBuffer support\":\"insufficient 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s=i([\"transform\",\"WebkitTransform\"]);r.setTransform=function(t,e){t.style[s]=e};var l=!1;try{var u=Object.defineProperty({},\"passive\",{get:function(){l=!0}});t.window.addEventListener(\"test\",u,u),t.window.removeEventListener(\"test\",u,u)}catch(t){l=!1}r.addEventListener=function(t,e,r,n){void 0===n&&(n={}),\"passive\"in n&&l?t.addEventListener(e,r,n):t.addEventListener(e,r,n.capture)},r.removeEventListener=function(t,e,r,n){void 0===n&&(n={}),\"passive\"in n&&l?t.removeEventListener(e,r,n):t.removeEventListener(e,r,n.capture)};var c=function(e){e.preventDefault(),e.stopPropagation(),t.window.removeEventListener(\"click\",c,!0)};function f(t){var e=t.userImage;return!!(e&&e.render&&e.render())&&(t.data.replace(new Uint8Array(e.data.buffer)),!0)}r.suppressClick=function(){t.window.addEventListener(\"click\",c,!0),t.window.setTimeout((function(){t.window.removeEventListener(\"click\",c,!0)}),0)},r.mousePos=function(e,r){var n=e.getBoundingClientRect();return new 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n=r[e],i=n.ids,a=n.callback;this._notify(i,a)}this.requestors=[]}},r.prototype.getImage=function(t){return this.images[t]},r.prototype.addImage=function(t,e){this._validate(t,e)&&(this.images[t]=e)},r.prototype._validate=function(e,r){var n=!0;return this._validateStretch(r.stretchX,r.data&&r.data.width)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchX\" value'))),n=!1),this._validateStretch(r.stretchY,r.data&&r.data.height)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchY\" value'))),n=!1),this._validateContent(r.content,r)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"content\" value'))),n=!1),n},r.prototype._validateStretch=function(t,e){if(!t)return!0;for(var r=0,n=0,i=t;n<i.length;n+=1){var 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s=this.images[o];s?n[o]={data:s.data.clone(),pixelRatio:s.pixelRatio,sdf:s.sdf,version:s.version,stretchX:s.stretchX,stretchY:s.stretchY,content:s.content,hasRenderCallback:Boolean(s.userImage&&s.userImage.render)}:t.warnOnce('Image \"'+o+'\" could not be loaded. Please make sure you have added the image with map.addImage() or a \"sprite\" property in your style. You can provide missing images by listening for the \"styleimagemissing\" map event.')}r(null,n)},r.prototype.getPixelSize=function(){var t=this.atlasImage;return{width:t.width,height:t.height}},r.prototype.getPattern=function(e){var r=this.patterns[e],n=this.getImage(e);if(!n)return null;if(r&&r.position.version===n.version)return r.position;if(r)r.position.version=n.version;else{var i={w:n.data.width+2,h:n.data.height+2,x:0,y:0},a=new t.ImagePosition(i,n);this.patterns[e]={bin:i,position:a}}return this._updatePatternAtlas(),this.patterns[e].position},r.prototype.bind=function(e){var r=e.gl;this.atlasTexture?this.dirty&&(this.atlasTexture.update(this.atlasImage),this.dirty=!1):this.atlasTexture=new t.Texture(e,this.atlasImage,r.RGBA),this.atlasTexture.bind(r.LINEAR,r.CLAMP_TO_EDGE)},r.prototype._updatePatternAtlas=function(){var e=[];for(var r in this.patterns)e.push(this.patterns[r].bin);var n=t.potpack(e),i=n.w,a=n.h,o=this.atlasImage;for(var s in o.resize({width:i||1,height:a||1}),this.patterns){var l=this.patterns[s].bin,u=l.x+1,c=l.y+1,f=this.images[s].data,h=f.width,p=f.height;t.RGBAImage.copy(f,o,{x:0,y:0},{x:u,y:c},{width:h,height:p}),t.RGBAImage.copy(f,o,{x:0,y:p-1},{x:u,y:c-1},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:u,y:c+p},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:h-1,y:0},{x:u-1,y:c},{width:1,height:p}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:u+h,y:c},{width:1,height:p})}this.dirty=!0},r.prototype.beginFrame=function(){this.callbackDispatchedThisFrame={}},r.prototype.dispatchRenderCallbacks=function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e];if(!this.callbackDispatchedThisFrame[n]){this.callbackDispatchedThisFrame[n]=!0;var i=this.images[n];f(i)&&this.updateImage(n,i)}}},r}(t.Evented);var p=g,d=g,v=1e20;function g(t,e,r,n,i,a){this.fontSize=t||24,this.buffer=void 0===e?3:e,this.cutoff=n||.25,this.fontFamily=i||\"sans-serif\",this.fontWeight=a||\"normal\",this.radius=r||8;var o=this.size=this.fontSize+2*this.buffer;this.canvas=document.createElement(\"canvas\"),this.canvas.width=this.canvas.height=o,this.ctx=this.canvas.getContext(\"2d\"),this.ctx.font=this.fontWeight+\" \"+this.fontSize+\"px \"+this.fontFamily,this.ctx.textBaseline=\"middle\",this.ctx.fillStyle=\"black\",this.gridOuter=new Float64Array(o*o),this.gridInner=new Float64Array(o*o),this.f=new Float64Array(o),this.d=new Float64Array(o),this.z=new Float64Array(o+1),this.v=new Int16Array(o),this.middle=Math.round(o/2*(navigator.userAgent.indexOf(\"Gecko/\")>=0?1.2:1))}function y(t,e,r,n,i,a,o){for(var s=0;s<e;s++){for(var l=0;l<r;l++)n[l]=t[l*e+s];for(m(n,i,a,o,r),l=0;l<r;l++)t[l*e+s]=i[l]}for(l=0;l<r;l++){for(s=0;s<e;s++)n[s]=t[l*e+s];for(m(n,i,a,o,e),s=0;s<e;s++)t[l*e+s]=Math.sqrt(i[s])}}function m(t,e,r,n,i){r[0]=0,n[0]=-v,n[1]=+v;for(var a=1,o=0;a<i;a++){for(var s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);s<=n[o];)o--,s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);r[++o]=a,n[o]=s,n[o+1]=+v}for(a=0,o=0;a<i;a++){for(;n[o+1]<a;)o++;e[a]=(a-r[o])*(a-r[o])+t[r[o]]}}g.prototype.draw=function(t){this.ctx.clearRect(0,0,this.size,this.size),this.ctx.fillText(t,this.buffer,this.middle);for(var e=this.ctx.getImageData(0,0,this.size,this.size),r=new Uint8ClampedArray(this.size*this.size),n=0;n<this.size*this.size;n++){var i=e.data[4*n+3]/255;this.gridOuter[n]=1===i?0:0===i?v:Math.pow(Math.max(0,.5-i),2),this.gridInner[n]=1===i?v:0===i?0:Math.pow(Math.max(0,i-.5),2)}for(y(this.gridOuter,this.size,this.size,this.f,this.d,this.v,this.z),y(this.gridInner,this.size,this.size,this.f,this.d,this.v,this.z),n=0;n<this.size*this.size;n++){var a=this.gridOuter[n]-this.gridInner[n];r[n]=Math.max(0,Math.min(255,Math.round(255-255*(a/this.radius+this.cutoff))))}return r},p.default=d;var x=function(t,e){this.requestManager=t,this.localIdeographFontFamily=e,this.entries={}};x.prototype.setURL=function(t){this.url=t},x.prototype.getGlyphs=function(e,r){var n=this,i=[];for(var a in e)for(var o=0,s=e[a];o<s.length;o+=1){var l=s[o];i.push({stack:a,id:l})}t.asyncAll(i,(function(t,e){var r=t.stack,i=t.id,a=n.entries[r];a||(a=n.entries[r]={glyphs:{},requests:{},ranges:{}});var o=a.glyphs[i];if(void 0===o){if(o=n._tinySDF(a,r,i))return a.glyphs[i]=o,void e(null,{stack:r,id:i,glyph:o});var s=Math.floor(i/256);if(256*s>65535)e(new Error(\"glyphs > 65535 not supported\"));else if(a.ranges[s])e(null,{stack:r,id:i,glyph:o});else{var l=a.requests[s];l||(l=a.requests[s]=[],x.loadGlyphRange(r,s,n.url,n.requestManager,(function(t,e){if(e){for(var r in e)n._doesCharSupportLocalGlyph(+r)||(a.glyphs[+r]=e[+r]);a.ranges[s]=!0}for(var i=0,o=l;i<o.length;i+=1)(0,o[i])(t,e);delete a.requests[s]}))),l.push((function(t,n){t?e(t):n&&e(null,{stack:r,id:i,glyph:n[i]||null})}))}}else e(null,{stack:r,id:i,glyph:o})}),(function(t,e){if(t)r(t);else if(e){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.stack,l=o.id,u=o.glyph;(n[s]||(n[s]={}))[l]=u&&{id:u.id,bitmap:u.bitmap.clone(),metrics:u.metrics}}r(null,n)}}))},x.prototype._doesCharSupportLocalGlyph=function(e){return!!this.localIdeographFontFamily&&(t.isChar[\"CJK Unified Ideographs\"](e)||t.isChar[\"Hangul Syllables\"](e)||t.isChar.Hiragana(e)||t.isChar.Katakana(e))},x.prototype._tinySDF=function(e,r,n){var i=this.localIdeographFontFamily;if(i&&this._doesCharSupportLocalGlyph(n)){var a=e.tinySDF;if(!a){var o=\"400\";/bold/i.test(r)?o=\"900\":/medium/i.test(r)?o=\"500\":/light/i.test(r)&&(o=\"200\"),a=e.tinySDF=new x.TinySDF(24,3,8,.25,i,o)}return{id:n,bitmap:new t.AlphaImage({width:30,height:30},a.draw(String.fromCharCode(n))),metrics:{width:24,height:24,left:0,top:-8,advance:24}}}},x.loadGlyphRange=function(e,r,n,i,a){var o=256*r,s=o+255,l=i.transformRequest(i.normalizeGlyphsURL(n).replace(\"{fontstack}\",e).replace(\"{range}\",o+\"-\"+s),t.ResourceType.Glyphs);t.getArrayBuffer(l,(function(e,r){if(e)a(e);else if(r){for(var n={},i=0,o=t.parseGlyphPBF(r);i<o.length;i+=1){var s=o[i];n[s.id]=s}a(null,n)}}))},x.TinySDF=p;var b=function(){this.specification=t.styleSpec.light.position};b.prototype.possiblyEvaluate=function(e,r){return t.sphericalToCartesian(e.expression.evaluate(r))},b.prototype.interpolate=function(e,r,n){return{x:t.number(e.x,r.x,n),y:t.number(e.y,r.y,n),z:t.number(e.z,r.z,n)}};var _=new t.Properties({anchor:new t.DataConstantProperty(t.styleSpec.light.anchor),position:new b,color:new t.DataConstantProperty(t.styleSpec.light.color),intensity:new t.DataConstantProperty(t.styleSpec.light.intensity)}),w=\"-transition\",T=function(e){function r(r){e.call(this),this._transitionable=new t.Transitionable(_),this.setLight(r),this._transitioning=this._transitionable.untransitioned()}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getLight=function(){return this._transitionable.serialize()},r.prototype.setLight=function(e,r){if(void 0===r&&(r={}),!this._validate(t.validateLight,e,r))for(var n in e){var i=e[n];t.endsWith(n,w)?this._transitionable.setTransition(n.slice(0,-11),i):this._transitionable.setValue(n,i)}},r.prototype.updateTransitions=function(t){this._transitioning=this._transitionable.transitioned(t,this._transitioning)},r.prototype.hasTransition=function(){return this._transitioning.hasTransition()},r.prototype.recalculate=function(t){this.properties=this._transitioning.possiblyEvaluate(t)},r.prototype._validate=function(e,r,n){return(!n||!1!==n.validate)&&t.emitValidationErrors(this,e.call(t.validateStyle,t.extend({value:r,style:{glyphs:!0,sprite:!0},styleSpec:t.styleSpec})))},r}(t.Evented),k=function(t,e){this.width=t,this.height=e,this.nextRow=0,this.data=new Uint8Array(this.width*this.height),this.dashEntry={}};k.prototype.getDash=function(t,e){var r=t.join(\",\")+String(e);return this.dashEntry[r]||(this.dashEntry[r]=this.addDash(t,e)),this.dashEntry[r]},k.prototype.getDashRanges=function(t,e,r){var n=[],i=t.length%2==1?-t[t.length-1]*r:0,a=t[0]*r,o=!0;n.push({left:i,right:a,isDash:o,zeroLength:0===t[0]});for(var s=t[0],l=1;l<t.length;l++){o=!o;var u=t[l];i=s*r,a=(s+=u)*r,n.push({left:i,right:a,isDash:o,zeroLength:0===u})}return n},k.prototype.addRoundDash=function(t,e,r){for(var n=e/2,i=-r;i<=r;i++)for(var a=this.nextRow+r+i,o=this.width*a,s=0,l=t[s],u=0;u<this.width;u++){u/l.right>1&&(l=t[++s]);var c=Math.abs(u-l.left),f=Math.abs(u-l.right),h=Math.min(c,f),p=void 0,d=i/r*(n+1);if(l.isDash){var v=n-Math.abs(d);p=Math.sqrt(h*h+v*v)}else p=n-Math.sqrt(h*h+d*d);this.data[o+u]=Math.max(0,Math.min(255,p+128))}},k.prototype.addRegularDash=function(t){for(var e=t.length-1;e>=0;--e){var r=t[e],n=t[e+1];r.zeroLength?t.splice(e,1):n&&n.isDash===r.isDash&&(n.left=r.left,t.splice(e,1))}var i=t[0],a=t[t.length-1];i.isDash===a.isDash&&(i.left=a.left-this.width,a.right=i.right+this.width);for(var o=this.width*this.nextRow,s=0,l=t[s],u=0;u<this.width;u++){u/l.right>1&&(l=t[++s]);var c=Math.abs(u-l.left),f=Math.abs(u-l.right),h=Math.min(c,f),p=l.isDash?h:-h;this.data[o+u]=Math.max(0,Math.min(255,p+128))}},k.prototype.addDash=function(e,r){var n=r?7:0,i=2*n+1;if(this.nextRow+i>this.height)return t.warnOnce(\"LineAtlas out of space\"),null;for(var a=0,o=0;o<e.length;o++)a+=e[o];if(0!==a){var s=this.width/a,l=this.getDashRanges(e,this.width,s);r?this.addRoundDash(l,s,n):this.addRegularDash(l)}var u={y:(this.nextRow+n+.5)/this.height,height:2*n/this.height,width:a};return this.nextRow+=i,this.dirty=!0,u},k.prototype.bind=function(t){var e=t.gl;this.texture?(e.bindTexture(e.TEXTURE_2D,this.texture),this.dirty&&(this.dirty=!1,e.texSubImage2D(e.TEXTURE_2D,0,0,0,this.width,this.height,e.ALPHA,e.UNSIGNED_BYTE,this.data))):(this.texture=e.createTexture(),e.bindTexture(e.TEXTURE_2D,this.texture),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,e.LINEAR),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,e.LINEAR),e.texImage2D(e.TEXTURE_2D,0,e.ALPHA,this.width,this.height,0,e.ALPHA,e.UNSIGNED_BYTE,this.data))};var A=function e(r,n){this.workerPool=r,this.actors=[],this.currentActor=0,this.id=t.uniqueId();for(var i=this.workerPool.acquire(this.id),a=0;a<i.length;a++){var o=i[a],s=new e.Actor(o,n,this.id);s.name=\"Worker \"+a,this.actors.push(s)}};function M(e,r,n){var i=function(i,a){if(i)return n(i);if(a){var o=t.pick(t.extend(a,e),[\"tiles\",\"minzoom\",\"maxzoom\",\"attribution\",\"mapbox_logo\",\"bounds\",\"scheme\",\"tileSize\",\"encoding\"]);a.vector_layers&&(o.vectorLayers=a.vector_layers,o.vectorLayerIds=o.vectorLayers.map((function(t){return t.id}))),o.tiles=r.canonicalizeTileset(o,e.url),n(null,o)}};return e.url?t.getJSON(r.transformRequest(r.normalizeSourceURL(e.url),t.ResourceType.Source),i):t.browser.frame((function(){return i(null,e)}))}A.prototype.broadcast=function(e,r,n){n=n||function(){},t.asyncAll(this.actors,(function(t,n){t.send(e,r,n)}),n)},A.prototype.getActor=function(){return this.currentActor=(this.currentActor+1)%this.actors.length,this.actors[this.currentActor]},A.prototype.remove=function(){this.actors.forEach((function(t){t.remove()})),this.actors=[],this.workerPool.release(this.id)},A.Actor=t.Actor;var S=function(e,r,n){this.bounds=t.LngLatBounds.convert(this.validateBounds(e)),this.minzoom=r||0,this.maxzoom=n||24};S.prototype.validateBounds=function(t){return Array.isArray(t)&&4===t.length?[Math.max(-180,t[0]),Math.max(-90,t[1]),Math.min(180,t[2]),Math.min(90,t[3])]:[-180,-90,180,90]},S.prototype.contains=function(e){var r=Math.pow(2,e.z),n=Math.floor(t.mercatorXfromLng(this.bounds.getWest())*r),i=Math.floor(t.mercatorYfromLat(this.bounds.getNorth())*r),a=Math.ceil(t.mercatorXfromLng(this.bounds.getEast())*r),o=Math.ceil(t.mercatorYfromLat(this.bounds.getSouth())*r);return e.x>=n&&e.x<a&&e.y>=i&&e.y<o};var E=function(e){function r(r,n,i,a){if(e.call(this),this.id=r,this.dispatcher=i,this.type=\"vector\",this.minzoom=0,this.maxzoom=22,this.scheme=\"xyz\",this.tileSize=512,this.reparseOverscaled=!0,this.isTileClipped=!0,this._loaded=!1,t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\",\"promoteId\"])),this._options=t.extend({type:\"vector\"},n),this._collectResourceTiming=n.collectResourceTiming,512!==this.tileSize)throw new Error(\"vector tile sources must have a tileSize of 512\");this.setEventedParent(a)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new S(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles,e.map._requestManager._customAccessToken),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken,e.map._requestManager._customAccessToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme)),i={request:this.map._requestManager.transformRequest(n,t.ResourceType.Tile),uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,tileSize:this.tileSize*e.tileID.overscaleFactor(),type:this.type,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};function a(n,i){return delete e.request,e.aborted?r(null):n&&404!==n.status?r(n):(i&&i.resourceTiming&&(e.resourceTiming=i.resourceTiming),this.map._refreshExpiredTiles&&i&&e.setExpiryData(i),e.loadVectorData(i,this.map.painter),t.cacheEntryPossiblyAdded(this.dispatcher),r(null),void(e.reloadCallback&&(this.loadTile(e,e.reloadCallback),e.reloadCallback=null)))}i.request.collectResourceTiming=this._collectResourceTiming,e.actor&&\"expired\"!==e.state?\"loading\"===e.state?e.reloadCallback=r:e.request=e.actor.send(\"reloadTile\",i,a.bind(this)):(e.actor=this.dispatcher.getActor(),e.request=e.actor.send(\"loadTile\",i,a.bind(this)))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.actor&&t.actor.send(\"abortTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.unloadTile=function(t){t.unloadVectorData(),t.actor&&t.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.hasTransition=function(){return!1},r}(t.Evented),L=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.dispatcher=i,this.setEventedParent(a),this.type=\"raster\",this.minzoom=0,this.maxzoom=22,this.roundZoom=!0,this.scheme=\"xyz\",this.tileSize=512,this._loaded=!1,this._options=t.extend({type:\"raster\"},n),t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\"]))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new S(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.loadTile=function(e,r){var n=this,i=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);e.request=t.getImage(this.map._requestManager.transformRequest(i,t.ResourceType.Tile),(function(i,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(i)e.state=\"errored\",r(i);else if(a){n.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=n.map.painter.context,s=o.gl;e.texture=n.map.painter.getTileTexture(a.width),e.texture?e.texture.update(a,{useMipmap:!0}):(e.texture=new t.Texture(o,a,s.RGBA,{useMipmap:!0}),e.texture.bind(s.LINEAR,s.CLAMP_TO_EDGE,s.LINEAR_MIPMAP_NEAREST),o.extTextureFilterAnisotropic&&s.texParameterf(s.TEXTURE_2D,o.extTextureFilterAnisotropic.TEXTURE_MAX_ANISOTROPY_EXT,o.extTextureFilterAnisotropicMax)),e.state=\"loaded\",t.cacheEntryPossiblyAdded(n.dispatcher),r(null)}}))},r.prototype.abortTile=function(t,e){t.request&&(t.request.cancel(),delete t.request),e()},r.prototype.unloadTile=function(t,e){t.texture&&this.map.painter.saveTileTexture(t.texture),e()},r.prototype.hasTransition=function(){return!1},r}(t.Evented),C=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),this.type=\"raster-dem\",this.maxzoom=22,this._options=t.extend({type:\"raster-dem\"},n),this.encoding=n.encoding||\"mapbox\"}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.serialize=function(){return{type:\"raster-dem\",url:this.url,tileSize:this.tileSize,tiles:this.tiles,bounds:this.bounds,encoding:this.encoding}},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);function i(t,n){t&&(e.state=\"errored\",r(t)),n&&(e.dem=n,e.needsHillshadePrepare=!0,e.state=\"loaded\",r(null))}e.request=t.getImage(this.map._requestManager.transformRequest(n,t.ResourceType.Tile),function(n,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(n)e.state=\"errored\",r(n);else if(a){this.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=t.window.ImageBitmap&&a instanceof t.window.ImageBitmap&&t.offscreenCanvasSupported()?a:t.browser.getImageData(a,1),s={uid:e.uid,coord:e.tileID,source:this.id,rawImageData:o,encoding:this.encoding};e.actor&&\"expired\"!==e.state||(e.actor=this.dispatcher.getActor(),e.actor.send(\"loadDEMTile\",s,i.bind(this)))}}.bind(this)),e.neighboringTiles=this._getNeighboringTiles(e.tileID)},r.prototype._getNeighboringTiles=function(e){var r=e.canonical,n=Math.pow(2,r.z),i=(r.x-1+n)%n,a=0===r.x?e.wrap-1:e.wrap,o=(r.x+1+n)%n,s=r.x+1===n?e.wrap+1:e.wrap,l={};return l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y).key]={backfilled:!1},r.y>0&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y-1).key]={backfilled:!1}),r.y+1<n&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y+1).key]={backfilled:!1}),l},r.prototype.unloadTile=function(t){t.demTexture&&this.map.painter.saveTileTexture(t.demTexture),t.fbo&&(t.fbo.destroy(),delete t.fbo),t.dem&&delete t.dem,delete t.neighboringTiles,t.state=\"unloaded\",t.actor&&t.actor.send(\"removeDEMTile\",{uid:t.uid,source:this.id})},r}(L),P=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.type=\"geojson\",this.minzoom=0,this.maxzoom=18,this.tileSize=512,this.isTileClipped=!0,this.reparseOverscaled=!0,this._removed=!1,this._loaded=!1,this.actor=i.getActor(),this.setEventedParent(a),this._data=n.data,this._options=t.extend({},n),this._collectResourceTiming=n.collectResourceTiming,this._resourceTiming=[],void 0!==n.maxzoom&&(this.maxzoom=n.maxzoom),n.type&&(this.type=n.type),n.attribution&&(this.attribution=n.attribution),this.promoteId=n.promoteId;var o=t.EXTENT/this.tileSize;this.workerOptions=t.extend({source:this.id,cluster:n.cluster||!1,geojsonVtOptions:{buffer:(void 0!==n.buffer?n.buffer:128)*o,tolerance:(void 0!==n.tolerance?n.tolerance:.375)*o,extent:t.EXTENT,maxZoom:this.maxzoom,lineMetrics:n.lineMetrics||!1,generateId:n.generateId||!1},superclusterOptions:{maxZoom:void 0!==n.clusterMaxZoom?Math.min(n.clusterMaxZoom,this.maxzoom-1):this.maxzoom-1,extent:t.EXTENT,radius:(n.clusterRadius||50)*o,log:!1,generateId:n.generateId||!1},clusterProperties:n.clusterProperties},n.workerOptions)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(r){if(r)e.fire(new t.ErrorEvent(r));else{var n={dataType:\"source\",sourceDataType:\"metadata\"};e._collectResourceTiming&&e._resourceTiming&&e._resourceTiming.length>0&&(n.resourceTiming=e._resourceTiming,e._resourceTiming=[]),e.fire(new t.Event(\"data\",n))}}))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setData=function(e){var r=this;return this._data=e,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(e){if(e)r.fire(new t.ErrorEvent(e));else{var n={dataType:\"source\",sourceDataType:\"content\"};r._collectResourceTiming&&r._resourceTiming&&r._resourceTiming.length>0&&(n.resourceTiming=r._resourceTiming,r._resourceTiming=[]),r.fire(new t.Event(\"data\",n))}})),this},r.prototype.getClusterExpansionZoom=function(t,e){return this.actor.send(\"geojson.getClusterExpansionZoom\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterChildren=function(t,e){return this.actor.send(\"geojson.getClusterChildren\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterLeaves=function(t,e,r,n){return this.actor.send(\"geojson.getClusterLeaves\",{source:this.id,clusterId:t,limit:e,offset:r},n),this},r.prototype._updateWorkerData=function(e){var r=this;this._loaded=!1;var n=t.extend({},this.workerOptions),i=this._data;\"string\"==typeof i?(n.request=this.map._requestManager.transformRequest(t.browser.resolveURL(i),t.ResourceType.Source),n.request.collectResourceTiming=this._collectResourceTiming):n.data=JSON.stringify(i),this.actor.send(this.type+\".loadData\",n,(function(t,i){r._removed||i&&i.abandoned||(r._loaded=!0,i&&i.resourceTiming&&i.resourceTiming[r.id]&&(r._resourceTiming=i.resourceTiming[r.id].slice(0)),r.actor.send(r.type+\".coalesce\",{source:n.source},null),e(t))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.loadTile=function(e,r){var n=this,i=e.actor?\"reloadTile\":\"loadTile\";e.actor=this.actor;var a={type:this.type,uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,maxZoom:this.maxzoom,tileSize:this.tileSize,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};e.request=this.actor.send(i,a,(function(t,a){return delete e.request,e.unloadVectorData(),e.aborted?r(null):t?r(t):(e.loadVectorData(a,n.map.painter,\"reloadTile\"===i),r(null))}))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.aborted=!0},r.prototype.unloadTile=function(t){t.unloadVectorData(),this.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id})},r.prototype.onRemove=function(){this._removed=!0,this.actor.send(\"removeSource\",{type:this.type,source:this.id})},r.prototype.serialize=function(){return t.extend({},this._options,{type:this.type,data:this._data})},r.prototype.hasTransition=function(){return!1},r}(t.Evented),O=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2},{name:\"a_texture_pos\",type:\"Int16\",components:2}]),I=function(e){function r(t,r,n,i){e.call(this),this.id=t,this.dispatcher=n,this.coordinates=r.coordinates,this.type=\"image\",this.minzoom=0,this.maxzoom=22,this.tileSize=512,this.tiles={},this._loaded=!1,this.setEventedParent(i),this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(e,r){var n=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this.url=this.options.url,t.getImage(this.map._requestManager.transformRequest(this.url,t.ResourceType.Image),(function(i,a){n._loaded=!0,i?n.fire(new t.ErrorEvent(i)):a&&(n.image=a,e&&(n.coordinates=e),r&&r(),n._finishLoading())}))},r.prototype.loaded=function(){return this._loaded},r.prototype.updateImage=function(t){var e=this;return this.image&&t.url?(this.options.url=t.url,this.load(t.coordinates,(function(){e.texture=null})),this):this},r.prototype._finishLoading=function(){this.map&&(this.setCoordinates(this.coordinates),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setCoordinates=function(e){var r=this;this.coordinates=e;var n=e.map(t.MercatorCoordinate.fromLngLat);this.tileID=function(e){for(var r=1/0,n=1/0,i=-1/0,a=-1/0,o=0,s=e;o<s.length;o+=1){var l=s[o];r=Math.min(r,l.x),n=Math.min(n,l.y),i=Math.max(i,l.x),a=Math.max(a,l.y)}var u=i-r,c=a-n,f=Math.max(u,c),h=Math.max(0,Math.floor(-Math.log(f)/Math.LN2)),p=Math.pow(2,h);return new t.CanonicalTileID(h,Math.floor((r+i)/2*p),Math.floor((n+a)/2*p))}(n),this.minzoom=this.maxzoom=this.tileID.z;var i=n.map((function(t){return r.tileID.getTilePoint(t)._round()}));return this._boundsArray=new t.StructArrayLayout4i8,this._boundsArray.emplaceBack(i[0].x,i[0].y,0,0),this._boundsArray.emplaceBack(i[1].x,i[1].y,t.EXTENT,0),this._boundsArray.emplaceBack(i[3].x,i[3].y,0,t.EXTENT),this._boundsArray.emplaceBack(i[2].x,i[2].y,t.EXTENT,t.EXTENT),this.boundsBuffer&&(this.boundsBuffer.destroy(),delete this.boundsBuffer),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})),this},r.prototype.prepare=function(){if(0!==Object.keys(this.tiles).length&&this.image){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,O.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture||(this.texture=new t.Texture(e,this.image,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.loadTile=function(t,e){this.tileID&&this.tileID.equals(t.tileID.canonical)?(this.tiles[String(t.tileID.wrap)]=t,t.buckets={},e(null)):(t.state=\"errored\",e(null))},r.prototype.serialize=function(){return{type:\"image\",url:this.options.url,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return!1},r}(t.Evented);var D=function(e){function r(t,r,n,i){e.call(this,t,r,n,i),this.roundZoom=!0,this.type=\"video\",this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1;var r=this.options;this.urls=[];for(var n=0,i=r.urls;n<i.length;n+=1){var a=i[n];this.urls.push(this.map._requestManager.transformRequest(a,t.ResourceType.Source).url)}t.getVideo(this.urls,(function(r,n){e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(e.video=n,e.video.loop=!0,e.video.addEventListener(\"playing\",(function(){e.map.triggerRepaint()})),e.map&&e.video.play(),e._finishLoading())}))},r.prototype.pause=function(){this.video&&this.video.pause()},r.prototype.play=function(){this.video&&this.video.play()},r.prototype.seek=function(e){if(this.video){var r=this.video.seekable;e<r.start(0)||e>r.end(0)?this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+this.id,null,\"Playback for this video can be set only between the \"+r.start(0)+\" and \"+r.end(0)+\"-second mark.\"))):this.video.currentTime=e}},r.prototype.getVideo=function(){return this.video},r.prototype.onAdd=function(t){this.map||(this.map=t,this.load(),this.video&&(this.video.play(),this.setCoordinates(this.coordinates)))},r.prototype.prepare=function(){if(!(0===Object.keys(this.tiles).length||this.video.readyState<2)){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,O.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?this.video.paused||(this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE),r.texSubImage2D(r.TEXTURE_2D,0,0,0,r.RGBA,r.UNSIGNED_BYTE,this.video)):(this.texture=new t.Texture(e,this.video,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"video\",urls:this.urls,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this.video&&!this.video.paused},r}(I),z=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),n.coordinates?Array.isArray(n.coordinates)&&4===n.coordinates.length&&!n.coordinates.some((function(t){return!Array.isArray(t)||2!==t.length||t.some((function(t){return\"number\"!=typeof t}))}))||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"coordinates\" property must be an array of 4 longitude/latitude array pairs'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"coordinates\"'))),n.animate&&\"boolean\"!=typeof n.animate&&this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'optional \"animate\" property must be a boolean value'))),n.canvas?\"string\"==typeof n.canvas||n.canvas instanceof t.window.HTMLCanvasElement||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"canvas\" must be either a string representing the ID of the canvas element from which to read, or an HTMLCanvasElement instance'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"canvas\"'))),this.options=n,this.animate=void 0===n.animate||n.animate}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){this._loaded=!0,this.canvas||(this.canvas=this.options.canvas instanceof t.window.HTMLCanvasElement?this.options.canvas:t.window.document.getElementById(this.options.canvas)),this.width=this.canvas.width,this.height=this.canvas.height,this._hasInvalidDimensions()?this.fire(new t.ErrorEvent(new Error(\"Canvas dimensions cannot be less than or equal to zero.\"))):(this.play=function(){this._playing=!0,this.map.triggerRepaint()},this.pause=function(){this._playing&&(this.prepare(),this._playing=!1)},this._finishLoading())},r.prototype.getCanvas=function(){return this.canvas},r.prototype.onAdd=function(t){this.map=t,this.load(),this.canvas&&this.animate&&this.play()},r.prototype.onRemove=function(){this.pause()},r.prototype.prepare=function(){var e=!1;if(this.canvas.width!==this.width&&(this.width=this.canvas.width,e=!0),this.canvas.height!==this.height&&(this.height=this.canvas.height,e=!0),!this._hasInvalidDimensions()&&0!==Object.keys(this.tiles).length){var r=this.map.painter.context,n=r.gl;for(var i in this.boundsBuffer||(this.boundsBuffer=r.createVertexBuffer(this._boundsArray,O.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?(e||this._playing)&&this.texture.update(this.canvas,{premultiply:!0}):this.texture=new t.Texture(r,this.canvas,n.RGBA,{premultiply:!0}),this.tiles){var a=this.tiles[i];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"canvas\",coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this._playing},r.prototype._hasInvalidDimensions=function(){for(var t=0,e=[this.canvas.width,this.canvas.height];t<e.length;t+=1){var r=e[t];if(isNaN(r)||r<=0)return!0}return!1},r}(I),R={vector:E,raster:L,\"raster-dem\":C,geojson:P,video:D,image:I,canvas:z};function F(e,r){var n=t.identity([]);return t.translate(n,n,[1,1,0]),t.scale(n,n,[.5*e.width,.5*e.height,1]),t.multiply(n,n,e.calculatePosMatrix(r.toUnwrapped()))}function B(t,e,r,n,i,a){var o=function(t,e,r){if(t)for(var n=0,i=t;n<i.length;n+=1){var a=e[i[n]];if(a&&a.source===r&&\"fill-extrusion\"===a.type)return!0}else for(var o in e){var s=e[o];if(s.source===r&&\"fill-extrusion\"===s.type)return!0}return!1}(i&&i.layers,e,t.id),s=a.maxPitchScaleFactor(),l=t.tilesIn(n,s,o);l.sort(N);for(var u=[],c=0,f=l;c<f.length;c+=1){var h=f[c];u.push({wrappedTileID:h.tileID.wrapped().key,queryResults:h.tile.queryRenderedFeatures(e,r,t._state,h.queryGeometry,h.cameraQueryGeometry,h.scale,i,a,s,F(t.transform,h.tileID))})}var p=function(t){for(var e={},r={},n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.queryResults,s=a.wrappedTileID,l=r[s]=r[s]||{};for(var u in o)for(var c=o[u],f=l[u]=l[u]||{},h=e[u]=e[u]||[],p=0,d=c;p<d.length;p+=1){var v=d[p];f[v.featureIndex]||(f[v.featureIndex]=!0,h.push(v))}}return e}(u);for(var d in p)p[d].forEach((function(e){var r=e.feature,n=t.getFeatureState(r.layer[\"source-layer\"],r.id);r.source=r.layer.source,r.layer[\"source-layer\"]&&(r.sourceLayer=r.layer[\"source-layer\"]),r.state=n}));return p}function N(t,e){var r=t.tileID,n=e.tileID;return r.overscaledZ-n.overscaledZ||r.canonical.y-n.canonical.y||r.wrap-n.wrap||r.canonical.x-n.canonical.x}var j=function(t,e){this.max=t,this.onRemove=e,this.reset()};j.prototype.reset=function(){for(var t in this.data)for(var e=0,r=this.data[t];e<r.length;e+=1){var n=r[e];n.timeout&&clearTimeout(n.timeout),this.onRemove(n.value)}return this.data={},this.order=[],this},j.prototype.add=function(t,e,r){var n=this,i=t.wrapped().key;void 0===this.data[i]&&(this.data[i]=[]);var a={value:e,timeout:void 0};if(void 0!==r&&(a.timeout=setTimeout((function(){n.remove(t,a)}),r)),this.data[i].push(a),this.order.push(i),this.order.length>this.max){var o=this._getAndRemoveByKey(this.order[0]);o&&this.onRemove(o)}return this},j.prototype.has=function(t){return t.wrapped().key in this.data},j.prototype.getAndRemove=function(t){return this.has(t)?this._getAndRemoveByKey(t.wrapped().key):null},j.prototype._getAndRemoveByKey=function(t){var e=this.data[t].shift();return e.timeout&&clearTimeout(e.timeout),0===this.data[t].length&&delete this.data[t],this.order.splice(this.order.indexOf(t),1),e.value},j.prototype.getByKey=function(t){var e=this.data[t];return e?e[0].value:null},j.prototype.get=function(t){return this.has(t)?this.data[t.wrapped().key][0].value:null},j.prototype.remove=function(t,e){if(!this.has(t))return this;var r=t.wrapped().key,n=void 0===e?0:this.data[r].indexOf(e),i=this.data[r][n];return this.data[r].splice(n,1),i.timeout&&clearTimeout(i.timeout),0===this.data[r].length&&delete this.data[r],this.onRemove(i.value),this.order.splice(this.order.indexOf(r),1),this},j.prototype.setMaxSize=function(t){for(this.max=t;this.order.length>this.max;){var e=this._getAndRemoveByKey(this.order[0]);e&&this.onRemove(e)}return this},j.prototype.filter=function(t){var e=[];for(var r in this.data)for(var n=0,i=this.data[r];n<i.length;n+=1){var a=i[n];t(a.value)||e.push(a)}for(var o=0,s=e;o<s.length;o+=1){var l=s[o];this.remove(l.value.tileID,l)}};var U=function(t,e,r){this.context=t;var n=t.gl;this.buffer=n.createBuffer(),this.dynamicDraw=Boolean(r),this.context.unbindVAO(),t.bindElementBuffer.set(this.buffer),n.bufferData(n.ELEMENT_ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?n.DYNAMIC_DRAW:n.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};U.prototype.bind=function(){this.context.bindElementBuffer.set(this.buffer)},U.prototype.updateData=function(t){var e=this.context.gl;this.context.unbindVAO(),this.bind(),e.bufferSubData(e.ELEMENT_ARRAY_BUFFER,0,t.arrayBuffer)},U.prototype.destroy=function(){var t=this.context.gl;this.buffer&&(t.deleteBuffer(this.buffer),delete this.buffer)};var V={Int8:\"BYTE\",Uint8:\"UNSIGNED_BYTE\",Int16:\"SHORT\",Uint16:\"UNSIGNED_SHORT\",Int32:\"INT\",Uint32:\"UNSIGNED_INT\",Float32:\"FLOAT\"},H=function(t,e,r,n){this.length=e.length,this.attributes=r,this.itemSize=e.bytesPerElement,this.dynamicDraw=n,this.context=t;var i=t.gl;this.buffer=i.createBuffer(),t.bindVertexBuffer.set(this.buffer),i.bufferData(i.ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?i.DYNAMIC_DRAW:i.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};H.prototype.bind=function(){this.context.bindVertexBuffer.set(this.buffer)},H.prototype.updateData=function(t){var e=this.context.gl;this.bind(),e.bufferSubData(e.ARRAY_BUFFER,0,t.arrayBuffer)},H.prototype.enableAttributes=function(t,e){for(var r=0;r<this.attributes.length;r++){var n=this.attributes[r],i=e.attributes[n.name];void 0!==i&&t.enableVertexAttribArray(i)}},H.prototype.setVertexAttribPointers=function(t,e,r){for(var n=0;n<this.attributes.length;n++){var i=this.attributes[n],a=e.attributes[i.name];void 0!==a&&t.vertexAttribPointer(a,i.components,t[V[i.type]],!1,this.itemSize,i.offset+this.itemSize*(r||0))}},H.prototype.destroy=function(){var t=this.context.gl;this.buffer&&(t.deleteBuffer(this.buffer),delete this.buffer)};var q=function(t){this.gl=t.gl,this.default=this.getDefault(),this.current=this.default,this.dirty=!1};q.prototype.get=function(){return this.current},q.prototype.set=function(t){},q.prototype.getDefault=function(){return this.default},q.prototype.setDefault=function(){this.set(this.default)};var G=function(e){function r(){e.apply(this,arguments)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getDefault=function(){return t.Color.transparent},r.prototype.set=function(t){var e=this.current;(t.r!==e.r||t.g!==e.g||t.b!==e.b||t.a!==e.a||this.dirty)&&(this.gl.clearColor(t.r,t.g,t.b,t.a),this.current=t,this.dirty=!1)},r}(q),Z=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return 1},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.clearDepth(t),this.current=t,this.dirty=!1)},e}(q),Y=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return 0},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.clearStencil(t),this.current=t,this.dirty=!1)},e}(q),W=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return[!0,!0,!0,!0]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||t[2]!==e[2]||t[3]!==e[3]||this.dirty)&&(this.gl.colorMask(t[0],t[1],t[2],t[3]),this.current=t,this.dirty=!1)},e}(q),X=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return!0},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.depthMask(t),this.current=t,this.dirty=!1)},e}(q),J=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return 255},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.stencilMask(t),this.current=t,this.dirty=!1)},e}(q),K=function(t){function e(){t.apply(this,arguments)}return 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t=this.gl;return[t.ONE,t.ZERO]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||this.dirty)&&(this.gl.blendFunc(t[0],t[1]),this.current=t,this.dirty=!1)},e}(q),at=function(e){function r(){e.apply(this,arguments)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getDefault=function(){return t.Color.transparent},r.prototype.set=function(t){var e=this.current;(t.r!==e.r||t.g!==e.g||t.b!==e.b||t.a!==e.a||this.dirty)&&(this.gl.blendColor(t.r,t.g,t.b,t.a),this.current=t,this.dirty=!1)},r}(q),ot=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return this.gl.FUNC_ADD},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.blendEquation(t),this.current=t,this.dirty=!1)},e}(q),st=function(t){function e(){t.apply(this,arguments)}return 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e=this.current;(t[0]!==e[0]||t[1]!==e[1]||t[2]!==e[2]||t[3]!==e[3]||this.dirty)&&(this.gl.viewport(t[0],t[1],t[2],t[3]),this.current=t,this.dirty=!1)},e}(q),pt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindFramebuffer(e.FRAMEBUFFER,t),this.current=t,this.dirty=!1}},e}(q),dt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindRenderbuffer(e.RENDERBUFFER,t),this.current=t,this.dirty=!1}},e}(q),vt=function(t){function e(){t.apply(this,arguments)}return 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e(e){t.call(this,e),this.vao=e.extVertexArrayObject}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){this.vao&&(t!==this.current||this.dirty)&&(this.vao.bindVertexArrayOES(t),this.current=t,this.dirty=!1)},e}(q),xt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return 4},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_ALIGNMENT,t),this.current=t,this.dirty=!1}},e}(q),bt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_PREMULTIPLY_ALPHA_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),_t=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_FLIP_Y_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),wt=function(t){function e(e,r){t.call(this,e),this.context=e,this.parent=r}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return null},e}(q),Tt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.setDirty=function(){this.dirty=!0},e.prototype.set=function(t){if(t!==this.current||this.dirty){this.context.bindFramebuffer.set(this.parent);var e=this.gl;e.framebufferTexture2D(e.FRAMEBUFFER,e.COLOR_ATTACHMENT0,e.TEXTURE_2D,t,0),this.current=t,this.dirty=!1}},e}(wt),kt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){if(t!==this.current||this.dirty){this.context.bindFramebuffer.set(this.parent);var e=this.gl;e.framebufferRenderbuffer(e.FRAMEBUFFER,e.DEPTH_ATTACHMENT,e.RENDERBUFFER,t),this.current=t,this.dirty=!1}},e}(wt),At=function(t,e,r,n){this.context=t,this.width=e,this.height=r;var i=t.gl,a=this.framebuffer=i.createFramebuffer();this.colorAttachment=new Tt(t,a),n&&(this.depthAttachment=new kt(t,a))};At.prototype.destroy=function(){var t=this.context.gl,e=this.colorAttachment.get();if(e&&t.deleteTexture(e),this.depthAttachment){var r=this.depthAttachment.get();r&&t.deleteRenderbuffer(r)}t.deleteFramebuffer(this.framebuffer)};var Mt=function(t,e,r){this.func=t,this.mask=e,this.range=r};Mt.ReadOnly=!1,Mt.ReadWrite=!0,Mt.disabled=new Mt(519,Mt.ReadOnly,[0,1]);var St=7680,Et=function(t,e,r,n,i,a){this.test=t,this.ref=e,this.mask=r,this.fail=n,this.depthFail=i,this.pass=a};Et.disabled=new Et({func:519,mask:0},0,0,St,St,St);var Lt=function(t,e,r){this.blendFunction=t,this.blendColor=e,this.mask=r};Lt.Replace=[1,0],Lt.disabled=new Lt(Lt.Replace,t.Color.transparent,[!1,!1,!1,!1]),Lt.unblended=new Lt(Lt.Replace,t.Color.transparent,[!0,!0,!0,!0]),Lt.alphaBlended=new Lt([1,771],t.Color.transparent,[!0,!0,!0,!0]);var Ct=function(t,e,r){this.enable=t,this.mode=e,this.frontFace=r};Ct.disabled=new Ct(!1,1029,2305),Ct.backCCW=new Ct(!0,1029,2305);var Pt=function(t){this.gl=t,this.extVertexArrayObject=this.gl.getExtension(\"OES_vertex_array_object\"),this.clearColor=new G(this),this.clearDepth=new Z(this),this.clearStencil=new Y(this),this.colorMask=new W(this),this.depthMask=new X(this),this.stencilMask=new J(this),this.stencilFunc=new K(this),this.stencilOp=new $(this),this.stencilTest=new Q(this),this.depthRange=new tt(this),this.depthTest=new et(this),this.depthFunc=new rt(this),this.blend=new nt(this),this.blendFunc=new it(this),this.blendColor=new at(this),this.blendEquation=new ot(this),this.cullFace=new st(this),this.cullFaceSide=new lt(this),this.frontFace=new ut(this),this.program=new ct(this),this.activeTexture=new ft(this),this.viewport=new ht(this),this.bindFramebuffer=new pt(this),this.bindRenderbuffer=new dt(this),this.bindTexture=new vt(this),this.bindVertexBuffer=new gt(this),this.bindElementBuffer=new yt(this),this.bindVertexArrayOES=this.extVertexArrayObject&&new mt(this),this.pixelStoreUnpack=new xt(this),this.pixelStoreUnpackPremultiplyAlpha=new bt(this),this.pixelStoreUnpackFlipY=new _t(this),this.extTextureFilterAnisotropic=t.getExtension(\"EXT_texture_filter_anisotropic\")||t.getExtension(\"MOZ_EXT_texture_filter_anisotropic\")||t.getExtension(\"WEBKIT_EXT_texture_filter_anisotropic\"),this.extTextureFilterAnisotropic&&(this.extTextureFilterAnisotropicMax=t.getParameter(this.extTextureFilterAnisotropic.MAX_TEXTURE_MAX_ANISOTROPY_EXT)),this.extTextureHalfFloat=t.getExtension(\"OES_texture_half_float\"),this.extTextureHalfFloat&&(t.getExtension(\"OES_texture_half_float_linear\"),this.extRenderToTextureHalfFloat=t.getExtension(\"EXT_color_buffer_half_float\")),this.extTimerQuery=t.getExtension(\"EXT_disjoint_timer_query\")};Pt.prototype.setDefault=function(){this.unbindVAO(),this.clearColor.setDefault(),this.clearDepth.setDefault(),this.clearStencil.setDefault(),this.colorMask.setDefault(),this.depthMask.setDefault(),this.stencilMask.setDefault(),this.stencilFunc.setDefault(),this.stencilOp.setDefault(),this.stencilTest.setDefault(),this.depthRange.setDefault(),this.depthTest.setDefault(),this.depthFunc.setDefault(),this.blend.setDefault(),this.blendFunc.setDefault(),this.blendColor.setDefault(),this.blendEquation.setDefault(),this.cullFace.setDefault(),this.cullFaceSide.setDefault(),this.frontFace.setDefault(),this.program.setDefault(),this.activeTexture.setDefault(),this.bindFramebuffer.setDefault(),this.pixelStoreUnpack.setDefault(),this.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.pixelStoreUnpackFlipY.setDefault()},Pt.prototype.setDirty=function(){this.clearColor.dirty=!0,this.clearDepth.dirty=!0,this.clearStencil.dirty=!0,this.colorMask.dirty=!0,this.depthMask.dirty=!0,this.stencilMask.dirty=!0,this.stencilFunc.dirty=!0,this.stencilOp.dirty=!0,this.stencilTest.dirty=!0,this.depthRange.dirty=!0,this.depthTest.dirty=!0,this.depthFunc.dirty=!0,this.blend.dirty=!0,this.blendFunc.dirty=!0,this.blendColor.dirty=!0,this.blendEquation.dirty=!0,this.cullFace.dirty=!0,this.cullFaceSide.dirty=!0,this.frontFace.dirty=!0,this.program.dirty=!0,this.activeTexture.dirty=!0,this.viewport.dirty=!0,this.bindFramebuffer.dirty=!0,this.bindRenderbuffer.dirty=!0,this.bindTexture.dirty=!0,this.bindVertexBuffer.dirty=!0,this.bindElementBuffer.dirty=!0,this.extVertexArrayObject&&(this.bindVertexArrayOES.dirty=!0),this.pixelStoreUnpack.dirty=!0,this.pixelStoreUnpackPremultiplyAlpha.dirty=!0,this.pixelStoreUnpackFlipY.dirty=!0},Pt.prototype.createIndexBuffer=function(t,e){return new U(this,t,e)},Pt.prototype.createVertexBuffer=function(t,e,r){return new H(this,t,e,r)},Pt.prototype.createRenderbuffer=function(t,e,r){var n=this.gl,i=n.createRenderbuffer();return this.bindRenderbuffer.set(i),n.renderbufferStorage(n.RENDERBUFFER,t,e,r),this.bindRenderbuffer.set(null),i},Pt.prototype.createFramebuffer=function(t,e,r){return new At(this,t,e,r)},Pt.prototype.clear=function(t){var e=t.color,r=t.depth,n=this.gl,i=0;e&&(i|=n.COLOR_BUFFER_BIT,this.clearColor.set(e),this.colorMask.set([!0,!0,!0,!0])),void 0!==r&&(i|=n.DEPTH_BUFFER_BIT,this.depthRange.set([0,1]),this.clearDepth.set(r),this.depthMask.set(!0)),n.clear(i)},Pt.prototype.setCullFace=function(t){!1===t.enable?this.cullFace.set(!1):(this.cullFace.set(!0),this.cullFaceSide.set(t.mode),this.frontFace.set(t.frontFace))},Pt.prototype.setDepthMode=function(t){t.func!==this.gl.ALWAYS||t.mask?(this.depthTest.set(!0),this.depthFunc.set(t.func),this.depthMask.set(t.mask),this.depthRange.set(t.range)):this.depthTest.set(!1)},Pt.prototype.setStencilMode=function(t){t.test.func!==this.gl.ALWAYS||t.mask?(this.stencilTest.set(!0),this.stencilMask.set(t.mask),this.stencilOp.set([t.fail,t.depthFail,t.pass]),this.stencilFunc.set({func:t.test.func,ref:t.ref,mask:t.test.mask})):this.stencilTest.set(!1)},Pt.prototype.setColorMode=function(e){t.deepEqual(e.blendFunction,Lt.Replace)?this.blend.set(!1):(this.blend.set(!0),this.blendFunc.set(e.blendFunction),this.blendColor.set(e.blendColor)),this.colorMask.set(e.mask)},Pt.prototype.unbindVAO=function(){this.extVertexArrayObject&&this.bindVertexArrayOES.set(null)};var Ot=function(e){function r(r,n,i){var a=this;e.call(this),this.id=r,this.dispatcher=i,this.on(\"data\",(function(t){\"source\"===t.dataType&&\"metadata\"===t.sourceDataType&&(a._sourceLoaded=!0),a._sourceLoaded&&!a._paused&&\"source\"===t.dataType&&\"content\"===t.sourceDataType&&(a.reload(),a.transform&&a.update(a.transform))})),this.on(\"error\",(function(){a._sourceErrored=!0})),this._source=function(e,r,n,i){var a=new R[r.type](e,r,n,i);if(a.id!==e)throw new Error(\"Expected Source id to be \"+e+\" instead of \"+a.id);return t.bindAll([\"load\",\"abort\",\"unload\",\"serialize\",\"prepare\"],a),a}(r,n,i,this),this._tiles={},this._cache=new j(0,this._unloadTile.bind(this)),this._timers={},this._cacheTimers={},this._maxTileCacheSize=null,this._loadedParentTiles={},this._coveredTiles={},this._state=new t.SourceFeatureState}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.onAdd=function(t){this.map=t,this._maxTileCacheSize=t?t._maxTileCacheSize:null,this._source&&this._source.onAdd&&this._source.onAdd(t)},r.prototype.onRemove=function(t){this._source&&this._source.onRemove&&this._source.onRemove(t)},r.prototype.loaded=function(){if(this._sourceErrored)return!0;if(!this._sourceLoaded)return!1;if(!this._source.loaded())return!1;for(var t in this._tiles){var e=this._tiles[t];if(\"loaded\"!==e.state&&\"errored\"!==e.state)return!1}return!0},r.prototype.getSource=function(){return this._source},r.prototype.pause=function(){this._paused=!0},r.prototype.resume=function(){if(this._paused){var t=this._shouldReloadOnResume;this._paused=!1,this._shouldReloadOnResume=!1,t&&this.reload(),this.transform&&this.update(this.transform)}},r.prototype._loadTile=function(t,e){return this._source.loadTile(t,e)},r.prototype._unloadTile=function(t){if(this._source.unloadTile)return this._source.unloadTile(t,(function(){}))},r.prototype._abortTile=function(t){if(this._source.abortTile)return this._source.abortTile(t,(function(){}))},r.prototype.serialize=function(){return this._source.serialize()},r.prototype.prepare=function(t){for(var e in this._source.prepare&&this._source.prepare(),this._state.coalesceChanges(this._tiles,this.map?this.map.painter:null),this._tiles){var r=this._tiles[e];r.upload(t),r.prepare(this.map.style.imageManager)}},r.prototype.getIds=function(){return t.values(this._tiles).map((function(t){return t.tileID})).sort(It).map((function(t){return t.key}))},r.prototype.getRenderableIds=function(e){var r=this,n=[];for(var i in this._tiles)this._isIdRenderable(i,e)&&n.push(this._tiles[i]);return e?n.sort((function(e,n){var i=e.tileID,a=n.tileID,o=new t.Point(i.canonical.x,i.canonical.y)._rotate(r.transform.angle),s=new t.Point(a.canonical.x,a.canonical.y)._rotate(r.transform.angle);return i.overscaledZ-a.overscaledZ||s.y-o.y||s.x-o.x})).map((function(t){return t.tileID.key})):n.map((function(t){return t.tileID})).sort(It).map((function(t){return t.key}))},r.prototype.hasRenderableParent=function(t){var e=this.findLoadedParent(t,0);return!!e&&this._isIdRenderable(e.tileID.key)},r.prototype._isIdRenderable=function(t,e){return this._tiles[t]&&this._tiles[t].hasData()&&!this._coveredTiles[t]&&(e||!this._tiles[t].holdingForFade())},r.prototype.reload=function(){if(this._paused)this._shouldReloadOnResume=!0;else for(var t in this._cache.reset(),this._tiles)\"errored\"!==this._tiles[t].state&&this._reloadTile(t,\"reloading\")},r.prototype._reloadTile=function(t,e){var r=this._tiles[t];r&&(\"loading\"!==r.state&&(r.state=e),this._loadTile(r,this._tileLoaded.bind(this,r,t,e)))},r.prototype._tileLoaded=function(e,r,n,i){if(i)return e.state=\"errored\",void(404!==i.status?this._source.fire(new t.ErrorEvent(i,{tile:e})):this.update(this.transform));e.timeAdded=t.browser.now(),\"expired\"===n&&(e.refreshedUponExpiration=!0),this._setTileReloadTimer(r,e),\"raster-dem\"===this.getSource().type&&e.dem&&this._backfillDEM(e),this._state.initializeTileState(e,this.map?this.map.painter:null),this._source.fire(new t.Event(\"data\",{dataType:\"source\",tile:e,coord:e.tileID}))},r.prototype._backfillDEM=function(t){for(var e=this.getRenderableIds(),r=0;r<e.length;r++){var n=e[r];if(t.neighboringTiles&&t.neighboringTiles[n]){var i=this.getTileByID(n);a(t,i),a(i,t)}}function a(t,e){t.needsHillshadePrepare=!0;var r=e.tileID.canonical.x-t.tileID.canonical.x,n=e.tileID.canonical.y-t.tileID.canonical.y,i=Math.pow(2,t.tileID.canonical.z),a=e.tileID.key;0===r&&0===n||Math.abs(n)>1||(Math.abs(r)>1&&(1===Math.abs(r+i)?r+=i:1===Math.abs(r-i)&&(r-=i)),e.dem&&t.dem&&(t.dem.backfillBorder(e.dem,r,n),t.neighboringTiles&&t.neighboringTiles[a]&&(t.neighboringTiles[a].backfilled=!0)))}},r.prototype.getTile=function(t){return this.getTileByID(t.key)},r.prototype.getTileByID=function(t){return this._tiles[t]},r.prototype._retainLoadedChildren=function(t,e,r,n){for(var i in this._tiles){var a=this._tiles[i];if(!(n[i]||!a.hasData()||a.tileID.overscaledZ<=e||a.tileID.overscaledZ>r)){for(var o=a.tileID;a&&a.tileID.overscaledZ>e+1;){var s=a.tileID.scaledTo(a.tileID.overscaledZ-1);(a=this._tiles[s.key])&&a.hasData()&&(o=s)}for(var l=o;l.overscaledZ>e;)if(t[(l=l.scaledTo(l.overscaledZ-1)).key]){n[o.key]=o;break}}}},r.prototype.findLoadedParent=function(t,e){if(t.key in this._loadedParentTiles){var r=this._loadedParentTiles[t.key];return r&&r.tileID.overscaledZ>=e?r:null}for(var n=t.overscaledZ-1;n>=e;n--){var i=t.scaledTo(n),a=this._getLoadedTile(i);if(a)return a}},r.prototype._getLoadedTile=function(t){var e=this._tiles[t.key];return e&&e.hasData()?e:this._cache.getByKey(t.wrapped().key)},r.prototype.updateCacheSize=function(t){var e=(Math.ceil(t.width/this._source.tileSize)+1)*(Math.ceil(t.height/this._source.tileSize)+1),r=Math.floor(5*e),n=\"number\"==typeof this._maxTileCacheSize?Math.min(this._maxTileCacheSize,r):r;this._cache.setMaxSize(n)},r.prototype.handleWrapJump=function(t){var e=(t-(void 0===this._prevLng?t:this._prevLng))/360,r=Math.round(e);if(this._prevLng=t,r){var n={};for(var i in this._tiles){var a=this._tiles[i];a.tileID=a.tileID.unwrapTo(a.tileID.wrap+r),n[a.tileID.key]=a}for(var o in this._tiles=n,this._timers)clearTimeout(this._timers[o]),delete this._timers[o];for(var s in this._tiles){var l=this._tiles[s];this._setTileReloadTimer(s,l)}}},r.prototype.update=function(e){var n=this;if(this.transform=e,this._sourceLoaded&&!this._paused){var i;this.updateCacheSize(e),this.handleWrapJump(this.transform.center.lng),this._coveredTiles={},this.used?this._source.tileID?i=e.getVisibleUnwrappedCoordinates(this._source.tileID).map((function(e){return new t.OverscaledTileID(e.canonical.z,e.wrap,e.canonical.z,e.canonical.x,e.canonical.y)})):(i=e.coveringTiles({tileSize:this._source.tileSize,minzoom:this._source.minzoom,maxzoom:this._source.maxzoom,roundZoom:this._source.roundZoom,reparseOverscaled:this._source.reparseOverscaled}),this._source.hasTile&&(i=i.filter((function(t){return n._source.hasTile(t)})))):i=[];var a=e.coveringZoomLevel(this._source),o=Math.max(a-r.maxOverzooming,this._source.minzoom),s=Math.max(a+r.maxUnderzooming,this._source.minzoom),l=this._updateRetainedTiles(i,a);if(Dt(this._source.type)){for(var u={},c={},f=0,h=Object.keys(l);f<h.length;f+=1){var p=h[f],d=l[p],v=this._tiles[p];if(v&&!(v.fadeEndTime&&v.fadeEndTime<=t.browser.now())){var g=this.findLoadedParent(d,o);g&&(this._addTile(g.tileID),u[g.tileID.key]=g.tileID),c[p]=d}}for(var y in this._retainLoadedChildren(c,a,s,l),u)l[y]||(this._coveredTiles[y]=!0,l[y]=u[y])}for(var m in l)this._tiles[m].clearFadeHold();for(var x=0,b=t.keysDifference(this._tiles,l);x<b.length;x+=1){var _=b[x],w=this._tiles[_];w.hasSymbolBuckets&&!w.holdingForFade()?w.setHoldDuration(this.map._fadeDuration):w.hasSymbolBuckets&&!w.symbolFadeFinished()||this._removeTile(_)}this._updateLoadedParentTileCache()}},r.prototype.releaseSymbolFadeTiles=function(){for(var t in this._tiles)this._tiles[t].holdingForFade()&&this._removeTile(t)},r.prototype._updateRetainedTiles=function(t,e){for(var n={},i={},a=Math.max(e-r.maxOverzooming,this._source.minzoom),o=Math.max(e+r.maxUnderzooming,this._source.minzoom),s={},l=0,u=t;l<u.length;l+=1){var c=u[l],f=this._addTile(c);n[c.key]=c,f.hasData()||e<this._source.maxzoom&&(s[c.key]=c)}this._retainLoadedChildren(s,e,o,n);for(var h=0,p=t;h<p.length;h+=1){var d=p[h],v=this._tiles[d.key];if(!v.hasData()){if(e+1>this._source.maxzoom){var g=d.children(this._source.maxzoom)[0],y=this.getTile(g);if(y&&y.hasData()){n[g.key]=g;continue}}else{var m=d.children(this._source.maxzoom);if(n[m[0].key]&&n[m[1].key]&&n[m[2].key]&&n[m[3].key])continue}for(var x=v.wasRequested(),b=d.overscaledZ-1;b>=a;--b){var _=d.scaledTo(b);if(i[_.key])break;if(i[_.key]=!0,!(v=this.getTile(_))&&x&&(v=this._addTile(_)),v&&(n[_.key]=_,x=v.wasRequested(),v.hasData()))break}}}return n},r.prototype._updateLoadedParentTileCache=function(){for(var t in this._loadedParentTiles={},this._tiles){for(var e=[],r=void 0,n=this._tiles[t].tileID;n.overscaledZ>0;){if(n.key in this._loadedParentTiles){r=this._loadedParentTiles[n.key];break}e.push(n.key);var i=n.scaledTo(n.overscaledZ-1);if(r=this._getLoadedTile(i))break;n=i}for(var a=0,o=e;a<o.length;a+=1){var s=o[a];this._loadedParentTiles[s]=r}}},r.prototype._addTile=function(e){var r=this._tiles[e.key];if(r)return r;(r=this._cache.getAndRemove(e))&&(this._setTileReloadTimer(e.key,r),r.tileID=e,this._state.initializeTileState(r,this.map?this.map.painter:null),this._cacheTimers[e.key]&&(clearTimeout(this._cacheTimers[e.key]),delete this._cacheTimers[e.key],this._setTileReloadTimer(e.key,r)));var n=Boolean(r);return n||(r=new t.Tile(e,this._source.tileSize*e.overscaleFactor()),this._loadTile(r,this._tileLoaded.bind(this,r,e.key,r.state))),r?(r.uses++,this._tiles[e.key]=r,n||this._source.fire(new t.Event(\"dataloading\",{tile:r,coord:r.tileID,dataType:\"source\"})),r):null},r.prototype._setTileReloadTimer=function(t,e){var r=this;t in this._timers&&(clearTimeout(this._timers[t]),delete this._timers[t]);var n=e.getExpiryTimeout();n&&(this._timers[t]=setTimeout((function(){r._reloadTile(t,\"expired\"),delete r._timers[t]}),n))},r.prototype._removeTile=function(t){var e=this._tiles[t];e&&(e.uses--,delete this._tiles[t],this._timers[t]&&(clearTimeout(this._timers[t]),delete this._timers[t]),e.uses>0||(e.hasData()&&\"reloading\"!==e.state?this._cache.add(e.tileID,e,e.getExpiryTimeout()):(e.aborted=!0,this._abortTile(e),this._unloadTile(e))))},r.prototype.clearTiles=function(){for(var t in this._shouldReloadOnResume=!1,this._paused=!1,this._tiles)this._removeTile(t);this._cache.reset()},r.prototype.tilesIn=function(e,r,n){var i=this,a=[],o=this.transform;if(!o)return a;for(var s=n?o.getCameraQueryGeometry(e):e,l=e.map((function(t){return o.pointCoordinate(t)})),u=s.map((function(t){return o.pointCoordinate(t)})),c=this.getIds(),f=1/0,h=1/0,p=-1/0,d=-1/0,v=0,g=u;v<g.length;v+=1){var y=g[v];f=Math.min(f,y.x),h=Math.min(h,y.y),p=Math.max(p,y.x),d=Math.max(d,y.y)}for(var m=function(e){var n=i._tiles[c[e]];if(!n.holdingForFade()){var s=n.tileID,v=Math.pow(2,o.zoom-n.tileID.overscaledZ),g=r*n.queryPadding*t.EXTENT/n.tileSize/v,y=[s.getTilePoint(new t.MercatorCoordinate(f,h)),s.getTilePoint(new t.MercatorCoordinate(p,d))];if(y[0].x-g<t.EXTENT&&y[0].y-g<t.EXTENT&&y[1].x+g>=0&&y[1].y+g>=0){var m=l.map((function(t){return s.getTilePoint(t)})),x=u.map((function(t){return s.getTilePoint(t)}));a.push({tile:n,tileID:s,queryGeometry:m,cameraQueryGeometry:x,scale:v})}}},x=0;x<c.length;x++)m(x);return a},r.prototype.getVisibleCoordinates=function(t){for(var e=this,r=this.getRenderableIds(t).map((function(t){return e._tiles[t].tileID})),n=0,i=r;n<i.length;n+=1){var a=i[n];a.posMatrix=this.transform.calculatePosMatrix(a.toUnwrapped())}return r},r.prototype.hasTransition=function(){if(this._source.hasTransition())return!0;if(Dt(this._source.type))for(var e in this._tiles){var r=this._tiles[e];if(void 0!==r.fadeEndTime&&r.fadeEndTime>=t.browser.now())return!0}return!1},r.prototype.setFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.updateState(t,e,r)},r.prototype.removeFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.removeFeatureState(t,e,r)},r.prototype.getFeatureState=function(t,e){return t=t||\"_geojsonTileLayer\",this._state.getState(t,e)},r.prototype.setDependencies=function(t,e,r){var n=this._tiles[t];n&&n.setDependencies(e,r)},r.prototype.reloadTilesForDependencies=function(t,e){for(var r in this._tiles)this._tiles[r].hasDependency(t,e)&&this._reloadTile(r,\"reloading\");this._cache.filter((function(r){return!r.hasDependency(t,e)}))},r}(t.Evented);function It(t,e){var r=Math.abs(2*t.wrap)-+(t.wrap<0),n=Math.abs(2*e.wrap)-+(e.wrap<0);return t.overscaledZ-e.overscaledZ||n-r||e.canonical.y-t.canonical.y||e.canonical.x-t.canonical.x}function Dt(t){return\"raster\"===t||\"image\"===t||\"video\"===t}function zt(){return new t.window.Worker(na.workerUrl)}Ot.maxOverzooming=10,Ot.maxUnderzooming=3;var Rt=\"mapboxgl_preloaded_worker_pool\",Ft=function(){this.active={}};Ft.prototype.acquire=function(t){if(!this.workers)for(this.workers=[];this.workers.length<Ft.workerCount;)this.workers.push(new zt);return this.active[t]=!0,this.workers.slice()},Ft.prototype.release=function(t){delete this.active[t],0===this.numActive()&&(this.workers.forEach((function(t){t.terminate()})),this.workers=null)},Ft.prototype.isPreloaded=function(){return!!this.active[Rt]},Ft.prototype.numActive=function(){return Object.keys(this.active).length};var Bt,Nt=Math.floor(t.browser.hardwareConcurrency/2);function jt(){return Bt||(Bt=new Ft),Bt}function Ut(e,r){var n={};for(var i in e)\"ref\"!==i&&(n[i]=e[i]);return t.refProperties.forEach((function(t){t in r&&(n[t]=r[t])})),n}function Vt(t){t=t.slice();for(var e=Object.create(null),r=0;r<t.length;r++)e[t[r].id]=t[r];for(var n=0;n<t.length;n++)\"ref\"in t[n]&&(t[n]=Ut(t[n],e[t[n].ref]));return t}Ft.workerCount=Math.max(Math.min(Nt,6),1);var Ht={setStyle:\"setStyle\",addLayer:\"addLayer\",removeLayer:\"removeLayer\",setPaintProperty:\"setPaintProperty\",setLayoutProperty:\"setLayoutProperty\",setFilter:\"setFilter\",addSource:\"addSource\",removeSource:\"removeSource\",setGeoJSONSourceData:\"setGeoJSONSourceData\",setLayerZoomRange:\"setLayerZoomRange\",setLayerProperty:\"setLayerProperty\",setCenter:\"setCenter\",setZoom:\"setZoom\",setBearing:\"setBearing\",setPitch:\"setPitch\",setSprite:\"setSprite\",setGlyphs:\"setGlyphs\",setTransition:\"setTransition\",setLight:\"setLight\"};function qt(t,e,r){r.push({command:Ht.addSource,args:[t,e[t]]})}function Gt(t,e,r){e.push({command:Ht.removeSource,args:[t]}),r[t]=!0}function Zt(t,e,r,n){Gt(t,r,n),qt(t,e,r)}function Yt(e,r,n){var i;for(i in e[n])if(e[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;for(i in r[n])if(r[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;return!0}function Wt(e,r,n,i,a,o){var s;for(s in r=r||{},e=e||{})e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}));for(s in r)r.hasOwnProperty(s)&&!e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}))}function Xt(t){return t.id}function Jt(t,e){return t[e.id]=e,t}function Kt(e,r){if(!e)return[{command:Ht.setStyle,args:[r]}];var n=[];try{if(!t.deepEqual(e.version,r.version))return[{command:Ht.setStyle,args:[r]}];t.deepEqual(e.center,r.center)||n.push({command:Ht.setCenter,args:[r.center]}),t.deepEqual(e.zoom,r.zoom)||n.push({command:Ht.setZoom,args:[r.zoom]}),t.deepEqual(e.bearing,r.bearing)||n.push({command:Ht.setBearing,args:[r.bearing]}),t.deepEqual(e.pitch,r.pitch)||n.push({command:Ht.setPitch,args:[r.pitch]}),t.deepEqual(e.sprite,r.sprite)||n.push({command:Ht.setSprite,args:[r.sprite]}),t.deepEqual(e.glyphs,r.glyphs)||n.push({command:Ht.setGlyphs,args:[r.glyphs]}),t.deepEqual(e.transition,r.transition)||n.push({command:Ht.setTransition,args:[r.transition]}),t.deepEqual(e.light,r.light)||n.push({command:Ht.setLight,args:[r.light]});var i={},a=[];!function(e,r,n,i){var a;for(a in r=r||{},e=e||{})e.hasOwnProperty(a)&&(r.hasOwnProperty(a)||Gt(a,n,i));for(a in r)r.hasOwnProperty(a)&&(e.hasOwnProperty(a)?t.deepEqual(e[a],r[a])||(\"geojson\"===e[a].type&&\"geojson\"===r[a].type&&Yt(e,r,a)?n.push({command:Ht.setGeoJSONSourceData,args:[a,r[a].data]}):Zt(a,r,n,i)):qt(a,r,n))}(e.sources,r.sources,a,i);var o=[];e.layers&&e.layers.forEach((function(t){i[t.source]?n.push({command:Ht.removeLayer,args:[t.id]}):o.push(t)})),n=n.concat(a),function(e,r,n){r=r||[];var i,a,o,s,l,u,c,f=(e=e||[]).map(Xt),h=r.map(Xt),p=e.reduce(Jt,{}),d=r.reduce(Jt,{}),v=f.slice(),g=Object.create(null);for(i=0,a=0;i<f.length;i++)o=f[i],d.hasOwnProperty(o)?a++:(n.push({command:Ht.removeLayer,args:[o]}),v.splice(v.indexOf(o,a),1));for(i=0,a=0;i<h.length;i++)o=h[h.length-1-i],v[v.length-1-i]!==o&&(p.hasOwnProperty(o)?(n.push({command:Ht.removeLayer,args:[o]}),v.splice(v.lastIndexOf(o,v.length-a),1)):a++,u=v[v.length-i],n.push({command:Ht.addLayer,args:[d[o],u]}),v.splice(v.length-i,0,o),g[o]=!0);for(i=0;i<h.length;i++)if(s=p[o=h[i]],l=d[o],!g[o]&&!t.deepEqual(s,l))if(t.deepEqual(s.source,l.source)&&t.deepEqual(s[\"source-layer\"],l[\"source-layer\"])&&t.deepEqual(s.type,l.type)){for(c in Wt(s.layout,l.layout,n,o,null,Ht.setLayoutProperty),Wt(s.paint,l.paint,n,o,null,Ht.setPaintProperty),t.deepEqual(s.filter,l.filter)||n.push({command:Ht.setFilter,args:[o,l.filter]}),t.deepEqual(s.minzoom,l.minzoom)&&t.deepEqual(s.maxzoom,l.maxzoom)||n.push({command:Ht.setLayerZoomRange,args:[o,l.minzoom,l.maxzoom]}),s)s.hasOwnProperty(c)&&\"layout\"!==c&&\"paint\"!==c&&\"filter\"!==c&&\"metadata\"!==c&&\"minzoom\"!==c&&\"maxzoom\"!==c&&(0===c.indexOf(\"paint.\")?Wt(s[c],l[c],n,o,c.slice(6),Ht.setPaintProperty):t.deepEqual(s[c],l[c])||n.push({command:Ht.setLayerProperty,args:[o,c,l[c]]}));for(c in l)l.hasOwnProperty(c)&&!s.hasOwnProperty(c)&&\"layout\"!==c&&\"paint\"!==c&&\"filter\"!==c&&\"metadata\"!==c&&\"minzoom\"!==c&&\"maxzoom\"!==c&&(0===c.indexOf(\"paint.\")?Wt(s[c],l[c],n,o,c.slice(6),Ht.setPaintProperty):t.deepEqual(s[c],l[c])||n.push({command:Ht.setLayerProperty,args:[o,c,l[c]]}))}else n.push({command:Ht.removeLayer,args:[o]}),u=v[v.lastIndexOf(o)+1],n.push({command:Ht.addLayer,args:[l,u]})}(o,r.layers,n)}catch(t){console.warn(\"Unable to compute style diff:\",t),n=[{command:Ht.setStyle,args:[r]}]}return n}var $t=function(t,e){this.reset(t,e)};$t.prototype.reset=function(t,e){this.points=t||[],this._distances=[0];for(var r=1;r<this.points.length;r++)this._distances[r]=this._distances[r-1]+this.points[r].dist(this.points[r-1]);this.length=this._distances[this._distances.length-1],this.padding=Math.min(e||0,.5*this.length),this.paddedLength=this.length-2*this.padding},$t.prototype.lerp=function(e){if(1===this.points.length)return this.points[0];e=t.clamp(e,0,1);for(var r=1,n=this._distances[r],i=e*this.paddedLength+this.padding;n<i&&r<this._distances.length;)n=this._distances[++r];var a=r-1,o=this._distances[a],s=n-o,l=s>0?(i-o)/s:0;return this.points[a].mult(1-l).add(this.points[r].mult(l))};var Qt=function(t,e,r){var n=this.boxCells=[],i=this.circleCells=[];this.xCellCount=Math.ceil(t/r),this.yCellCount=Math.ceil(e/r);for(var a=0;a<this.xCellCount*this.yCellCount;a++)n.push([]),i.push([]);this.circleKeys=[],this.boxKeys=[],this.bboxes=[],this.circles=[],this.width=t,this.height=e,this.xScale=this.xCellCount/t,this.yScale=this.yCellCount/e,this.boxUid=0,this.circleUid=0};function te(e,r,n,i,a){var o=t.create();return r?(t.scale(o,o,[1/a,1/a,1]),n||t.rotateZ(o,o,i.angle)):t.multiply(o,i.labelPlaneMatrix,e),o}function ee(e,r,n,i,a){if(r){var o=t.clone(e);return t.scale(o,o,[a,a,1]),n||t.rotateZ(o,o,-i.angle),o}return i.glCoordMatrix}function re(e,r){var n=[e.x,e.y,0,1];pe(n,n,r);var i=n[3];return{point:new t.Point(n[0]/i,n[1]/i),signedDistanceFromCamera:i}}function ne(t,e){return.5+t/e*.5}function ie(t,e){var r=t[0]/t[3],n=t[1]/t[3];return r>=-e[0]&&r<=e[0]&&n>=-e[1]&&n<=e[1]}function ae(e,r,n,i,a,o,s,l){var u=i?e.textSizeData:e.iconSizeData,c=t.evaluateSizeForZoom(u,n.transform.zoom),f=[256/n.width*2+1,256/n.height*2+1],h=i?e.text.dynamicLayoutVertexArray:e.icon.dynamicLayoutVertexArray;h.clear();for(var p=e.lineVertexArray,d=i?e.text.placedSymbolArray:e.icon.placedSymbolArray,v=n.transform.width/n.transform.height,g=!1,y=0;y<d.length;y++){var m=d.get(y);if(m.hidden||m.writingMode===t.WritingMode.vertical&&!g)he(m.numGlyphs,h);else{g=!1;var x=[m.anchorX,m.anchorY,0,1];if(t.transformMat4(x,x,r),ie(x,f)){var b=x[3],_=ne(n.transform.cameraToCenterDistance,b),w=t.evaluateSizeForFeature(u,c,m),T=s?w/_:w*_,k=new t.Point(m.anchorX,m.anchorY),A=re(k,a).point,M={},S=le(m,T,!1,l,r,a,o,e.glyphOffsetArray,p,h,A,k,M,v);g=S.useVertical,(S.notEnoughRoom||g||S.needsFlipping&&le(m,T,!0,l,r,a,o,e.glyphOffsetArray,p,h,A,k,M,v).notEnoughRoom)&&he(m.numGlyphs,h)}else he(m.numGlyphs,h)}}i?e.text.dynamicLayoutVertexBuffer.updateData(h):e.icon.dynamicLayoutVertexBuffer.updateData(h)}function oe(t,e,r,n,i,a,o,s,l,u,c){var f=s.glyphStartIndex+s.numGlyphs,h=s.lineStartIndex,p=s.lineStartIndex+s.lineLength,d=e.getoffsetX(s.glyphStartIndex),v=e.getoffsetX(f-1),g=ce(t*d,r,n,i,a,o,s.segment,h,p,l,u,c);if(!g)return null;var y=ce(t*v,r,n,i,a,o,s.segment,h,p,l,u,c);return y?{first:g,last:y}:null}function se(e,r,n,i){return e===t.WritingMode.horizontal&&Math.abs(n.y-r.y)>Math.abs(n.x-r.x)*i?{useVertical:!0}:(e===t.WritingMode.vertical?r.y<n.y:r.x>n.x)?{needsFlipping:!0}:null}function le(e,r,n,i,a,o,s,l,u,c,f,h,p,d){var v,g=r/24,y=e.lineOffsetX*g,m=e.lineOffsetY*g;if(e.numGlyphs>1){var x=e.glyphStartIndex+e.numGlyphs,b=e.lineStartIndex,_=e.lineStartIndex+e.lineLength,w=oe(g,l,y,m,n,f,h,e,u,o,p);if(!w)return{notEnoughRoom:!0};var T=re(w.first.point,s).point,k=re(w.last.point,s).point;if(i&&!n){var A=se(e.writingMode,T,k,d);if(A)return A}v=[w.first];for(var M=e.glyphStartIndex+1;M<x-1;M++)v.push(ce(g*l.getoffsetX(M),y,m,n,f,h,e.segment,b,_,u,o,p));v.push(w.last)}else{if(i&&!n){var S=re(h,a).point,E=e.lineStartIndex+e.segment+1,L=new t.Point(u.getx(E),u.gety(E)),C=re(L,a),P=C.signedDistanceFromCamera>0?C.point:ue(h,L,S,1,a),O=se(e.writingMode,S,P,d);if(O)return O}var I=ce(g*l.getoffsetX(e.glyphStartIndex),y,m,n,f,h,e.segment,e.lineStartIndex,e.lineStartIndex+e.lineLength,u,o,p);if(!I)return{notEnoughRoom:!0};v=[I]}for(var D=0,z=v;D<z.length;D+=1){var R=z[D];t.addDynamicAttributes(c,R.point,R.angle)}return{}}function ue(t,e,r,n,i){var a=re(t.add(t.sub(e)._unit()),i).point,o=r.sub(a);return r.add(o._mult(n/o.mag()))}function ce(e,r,n,i,a,o,s,l,u,c,f,h){var p=i?e-r:e+r,d=p>0?1:-1,v=0;i&&(d*=-1,v=Math.PI),d<0&&(v+=Math.PI);for(var g=d>0?l+s:l+s+1,y=a,m=a,x=0,b=0,_=Math.abs(p),w=[];x+b<=_;){if((g+=d)<l||g>=u)return null;if(m=y,w.push(y),void 0===(y=h[g])){var T=new t.Point(c.getx(g),c.gety(g)),k=re(T,f);if(k.signedDistanceFromCamera>0)y=h[g]=k.point;else{var A=g-d;y=ue(0===x?o:new t.Point(c.getx(A),c.gety(A)),T,m,_-x+1,f)}}x+=b,b=m.dist(y)}var M=(_-x)/b,S=y.sub(m),E=S.mult(M)._add(m);E._add(S._unit()._perp()._mult(n*d));var L=v+Math.atan2(y.y-m.y,y.x-m.x);return w.push(E),{point:E,angle:L,path:w}}Qt.prototype.keysLength=function(){return this.boxKeys.length+this.circleKeys.length},Qt.prototype.insert=function(t,e,r,n,i){this._forEachCell(e,r,n,i,this._insertBoxCell,this.boxUid++),this.boxKeys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(i)},Qt.prototype.insertCircle=function(t,e,r,n){this._forEachCell(e-n,r-n,e+n,r+n,this._insertCircleCell,this.circleUid++),this.circleKeys.push(t),this.circles.push(e),this.circles.push(r),this.circles.push(n)},Qt.prototype._insertBoxCell=function(t,e,r,n,i,a){this.boxCells[i].push(a)},Qt.prototype._insertCircleCell=function(t,e,r,n,i,a){this.circleCells[i].push(a)},Qt.prototype._query=function(t,e,r,n,i,a){if(r<0||t>this.width||n<0||e>this.height)return!i&&[];var o=[];if(t<=0&&e<=0&&this.width<=r&&this.height<=n){if(i)return!0;for(var s=0;s<this.boxKeys.length;s++)o.push({key:this.boxKeys[s],x1:this.bboxes[4*s],y1:this.bboxes[4*s+1],x2:this.bboxes[4*s+2],y2:this.bboxes[4*s+3]});for(var l=0;l<this.circleKeys.length;l++){var u=this.circles[3*l],c=this.circles[3*l+1],f=this.circles[3*l+2];o.push({key:this.circleKeys[l],x1:u-f,y1:c-f,x2:u+f,y2:c+f})}return a?o.filter(a):o}var h={hitTest:i,seenUids:{box:{},circle:{}}};return this._forEachCell(t,e,r,n,this._queryCell,o,h,a),i?o.length>0:o},Qt.prototype._queryCircle=function(t,e,r,n,i){var a=t-r,o=t+r,s=e-r,l=e+r;if(o<0||a>this.width||l<0||s>this.height)return!n&&[];var u=[],c={hitTest:n,circle:{x:t,y:e,radius:r},seenUids:{box:{},circle:{}}};return this._forEachCell(a,s,o,l,this._queryCellCircle,u,c,i),n?u.length>0:u},Qt.prototype.query=function(t,e,r,n,i){return this._query(t,e,r,n,!1,i)},Qt.prototype.hitTest=function(t,e,r,n,i){return this._query(t,e,r,n,!0,i)},Qt.prototype.hitTestCircle=function(t,e,r,n){return this._queryCircle(t,e,r,!0,n)},Qt.prototype._queryCell=function(t,e,r,n,i,a,o,s){var l=o.seenUids,u=this.boxCells[i];if(null!==u)for(var c=this.bboxes,f=0,h=u;f<h.length;f+=1){var p=h[f];if(!l.box[p]){l.box[p]=!0;var d=4*p;if(t<=c[d+2]&&e<=c[d+3]&&r>=c[d+0]&&n>=c[d+1]&&(!s||s(this.boxKeys[p]))){if(o.hitTest)return a.push(!0),!0;a.push({key:this.boxKeys[p],x1:c[d],y1:c[d+1],x2:c[d+2],y2:c[d+3]})}}}var v=this.circleCells[i];if(null!==v)for(var g=this.circles,y=0,m=v;y<m.length;y+=1){var x=m[y];if(!l.circle[x]){l.circle[x]=!0;var b=3*x;if(this._circleAndRectCollide(g[b],g[b+1],g[b+2],t,e,r,n)&&(!s||s(this.circleKeys[x]))){if(o.hitTest)return a.push(!0),!0;var _=g[b],w=g[b+1],T=g[b+2];a.push({key:this.circleKeys[x],x1:_-T,y1:w-T,x2:_+T,y2:w+T})}}}},Qt.prototype._queryCellCircle=function(t,e,r,n,i,a,o,s){var l=o.circle,u=o.seenUids,c=this.boxCells[i];if(null!==c)for(var f=this.bboxes,h=0,p=c;h<p.length;h+=1){var d=p[h];if(!u.box[d]){u.box[d]=!0;var v=4*d;if(this._circleAndRectCollide(l.x,l.y,l.radius,f[v+0],f[v+1],f[v+2],f[v+3])&&(!s||s(this.boxKeys[d])))return a.push(!0),!0}}var g=this.circleCells[i];if(null!==g)for(var y=this.circles,m=0,x=g;m<x.length;m+=1){var b=x[m];if(!u.circle[b]){u.circle[b]=!0;var _=3*b;if(this._circlesCollide(y[_],y[_+1],y[_+2],l.x,l.y,l.radius)&&(!s||s(this.circleKeys[b])))return a.push(!0),!0}}},Qt.prototype._forEachCell=function(t,e,r,n,i,a,o,s){for(var l=this._convertToXCellCoord(t),u=this._convertToYCellCoord(e),c=this._convertToXCellCoord(r),f=this._convertToYCellCoord(n),h=l;h<=c;h++)for(var p=u;p<=f;p++){var d=this.xCellCount*p+h;if(i.call(this,t,e,r,n,d,a,o,s))return}},Qt.prototype._convertToXCellCoord=function(t){return Math.max(0,Math.min(this.xCellCount-1,Math.floor(t*this.xScale)))},Qt.prototype._convertToYCellCoord=function(t){return Math.max(0,Math.min(this.yCellCount-1,Math.floor(t*this.yScale)))},Qt.prototype._circlesCollide=function(t,e,r,n,i,a){var o=n-t,s=i-e,l=r+a;return l*l>o*o+s*s},Qt.prototype._circleAndRectCollide=function(t,e,r,n,i,a,o){var s=(a-n)/2,l=Math.abs(t-(n+s));if(l>s+r)return!1;var u=(o-i)/2,c=Math.abs(e-(i+u));if(c>u+r)return!1;if(l<=s||c<=u)return!0;var f=l-s,h=c-u;return f*f+h*h<=r*r};var fe=new Float32Array([-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0]);function he(t,e){for(var r=0;r<t;r++){var n=e.length;e.resize(n+4),e.float32.set(fe,3*n)}}function pe(t,e,r){var n=e[0],i=e[1];return t[0]=r[0]*n+r[4]*i+r[12],t[1]=r[1]*n+r[5]*i+r[13],t[3]=r[3]*n+r[7]*i+r[15],t}var de=100,ve=function(t,e,r){void 0===e&&(e=new Qt(t.width+200,t.height+200,25)),void 0===r&&(r=new Qt(t.width+200,t.height+200,25)),this.transform=t,this.grid=e,this.ignoredGrid=r,this.pitchfactor=Math.cos(t._pitch)*t.cameraToCenterDistance,this.screenRightBoundary=t.width+de,this.screenBottomBoundary=t.height+de,this.gridRightBoundary=t.width+200,this.gridBottomBoundary=t.height+200};function ge(e,r,n){return r*(t.EXTENT/(e.tileSize*Math.pow(2,n-e.tileID.overscaledZ)))}ve.prototype.placeCollisionBox=function(t,e,r,n,i){var a=this.projectAndGetPerspectiveRatio(n,t.anchorPointX,t.anchorPointY),o=r*a.perspectiveRatio,s=t.x1*o+a.point.x,l=t.y1*o+a.point.y,u=t.x2*o+a.point.x,c=t.y2*o+a.point.y;return!this.isInsideGrid(s,l,u,c)||!e&&this.grid.hitTest(s,l,u,c,i)?{box:[],offscreen:!1}:{box:[s,l,u,c],offscreen:this.isOffscreen(s,l,u,c)}},ve.prototype.placeCollisionCircles=function(e,r,n,i,a,o,s,l,u,c,f,h,p){var d=[],v=new t.Point(r.anchorX,r.anchorY),g=re(v,o),y=ne(this.transform.cameraToCenterDistance,g.signedDistanceFromCamera),m=(c?a/y:a*y)/t.ONE_EM,x=re(v,s).point,b=oe(m,i,r.lineOffsetX*m,r.lineOffsetY*m,!1,x,v,r,n,s,{}),_=!1,w=!1,T=!0;if(b){for(var k=.5*h*y+p,A=new t.Point(-100,-100),M=new t.Point(this.screenRightBoundary,this.screenBottomBoundary),S=new $t,E=b.first,L=b.last,C=[],P=E.path.length-1;P>=1;P--)C.push(E.path[P]);for(var O=1;O<L.path.length;O++)C.push(L.path[O]);var I=2.5*k;if(l){var D=C.map((function(t){return re(t,l)}));C=D.some((function(t){return t.signedDistanceFromCamera<=0}))?[]:D.map((function(t){return t.point}))}var z=[];if(C.length>0){for(var R=C[0].clone(),F=C[0].clone(),B=1;B<C.length;B++)R.x=Math.min(R.x,C[B].x),R.y=Math.min(R.y,C[B].y),F.x=Math.max(F.x,C[B].x),F.y=Math.max(F.y,C[B].y);z=R.x>=A.x&&F.x<=M.x&&R.y>=A.y&&F.y<=M.y?[C]:F.x<A.x||R.x>M.x||F.y<A.y||R.y>M.y?[]:t.clipLine([C],A.x,A.y,M.x,M.y)}for(var N=0,j=z;N<j.length;N+=1){var U=j[N];S.reset(U,.25*k);var V;V=S.length<=.5*k?1:Math.ceil(S.paddedLength/I)+1;for(var H=0;H<V;H++){var q=H/Math.max(V-1,1),G=S.lerp(q),Z=G.x+de,Y=G.y+de;d.push(Z,Y,k,0);var W=Z-k,X=Y-k,J=Z+k,K=Y+k;if(T=T&&this.isOffscreen(W,X,J,K),w=w||this.isInsideGrid(W,X,J,K),!e&&this.grid.hitTestCircle(Z,Y,k,f)&&(_=!0,!u))return{circles:[],offscreen:!1,collisionDetected:_}}}}return{circles:!u&&_||!w?[]:d,offscreen:T,collisionDetected:_}},ve.prototype.queryRenderedSymbols=function(e){if(0===e.length||0===this.grid.keysLength()&&0===this.ignoredGrid.keysLength())return{};for(var r=[],n=1/0,i=1/0,a=-1/0,o=-1/0,s=0,l=e;s<l.length;s+=1){var u=l[s],c=new t.Point(u.x+de,u.y+de);n=Math.min(n,c.x),i=Math.min(i,c.y),a=Math.max(a,c.x),o=Math.max(o,c.y),r.push(c)}for(var f={},h={},p=0,d=this.grid.query(n,i,a,o).concat(this.ignoredGrid.query(n,i,a,o));p<d.length;p+=1){var v=d[p],g=v.key;if(void 0===f[g.bucketInstanceId]&&(f[g.bucketInstanceId]={}),!f[g.bucketInstanceId][g.featureIndex]){var y=[new t.Point(v.x1,v.y1),new t.Point(v.x2,v.y1),new t.Point(v.x2,v.y2),new t.Point(v.x1,v.y2)];t.polygonIntersectsPolygon(r,y)&&(f[g.bucketInstanceId][g.featureIndex]=!0,void 0===h[g.bucketInstanceId]&&(h[g.bucketInstanceId]=[]),h[g.bucketInstanceId].push(g.featureIndex))}}return h},ve.prototype.insertCollisionBox=function(t,e,r,n,i){var a={bucketInstanceId:r,featureIndex:n,collisionGroupID:i};(e?this.ignoredGrid:this.grid).insert(a,t[0],t[1],t[2],t[3])},ve.prototype.insertCollisionCircles=function(t,e,r,n,i){for(var a=e?this.ignoredGrid:this.grid,o={bucketInstanceId:r,featureIndex:n,collisionGroupID:i},s=0;s<t.length;s+=4)a.insertCircle(o,t[s],t[s+1],t[s+2])},ve.prototype.projectAndGetPerspectiveRatio=function(e,r,n){var i=[r,n,0,1];return pe(i,i,e),{point:new t.Point((i[0]/i[3]+1)/2*this.transform.width+de,(-i[1]/i[3]+1)/2*this.transform.height+de),perspectiveRatio:.5+this.transform.cameraToCenterDistance/i[3]*.5}},ve.prototype.isOffscreen=function(t,e,r,n){return r<de||t>=this.screenRightBoundary||n<de||e>this.screenBottomBoundary},ve.prototype.isInsideGrid=function(t,e,r,n){return r>=0&&t<this.gridRightBoundary&&n>=0&&e<this.gridBottomBoundary},ve.prototype.getViewportMatrix=function(){var e=t.identity([]);return t.translate(e,e,[-100,-100,0]),e};var ye=function(t,e,r,n){this.opacity=t?Math.max(0,Math.min(1,t.opacity+(t.placed?e:-e))):n&&r?1:0,this.placed=r};ye.prototype.isHidden=function(){return 0===this.opacity&&!this.placed};var me=function(t,e,r,n,i){this.text=new ye(t?t.text:null,e,r,i),this.icon=new ye(t?t.icon:null,e,n,i)};me.prototype.isHidden=function(){return this.text.isHidden()&&this.icon.isHidden()};var xe=function(t,e,r){this.text=t,this.icon=e,this.skipFade=r},be=function(){this.invProjMatrix=t.create(),this.viewportMatrix=t.create(),this.circles=[]},_e=function(t,e,r,n,i){this.bucketInstanceId=t,this.featureIndex=e,this.sourceLayerIndex=r,this.bucketIndex=n,this.tileID=i},we=function(t){this.crossSourceCollisions=t,this.maxGroupID=0,this.collisionGroups={}};function Te(e,r,n,i,a){var o=t.getAnchorAlignment(e),s=-(o.horizontalAlign-.5)*r,l=-(o.verticalAlign-.5)*n,u=t.evaluateVariableOffset(e,i);return new t.Point(s+u[0]*a,l+u[1]*a)}function ke(e,r,n,i,a,o){var s=e.x1,l=e.x2,u=e.y1,c=e.y2,f=e.anchorPointX,h=e.anchorPointY,p=new t.Point(r,n);return i&&p._rotate(a?o:-o),{x1:s+p.x,y1:u+p.y,x2:l+p.x,y2:c+p.y,anchorPointX:f,anchorPointY:h}}we.prototype.get=function(t){if(this.crossSourceCollisions)return{ID:0,predicate:null};if(!this.collisionGroups[t]){var e=++this.maxGroupID;this.collisionGroups[t]={ID:e,predicate:function(t){return t.collisionGroupID===e}}}return this.collisionGroups[t]};var Ae=function(t,e,r,n){this.transform=t.clone(),this.collisionIndex=new ve(this.transform),this.placements={},this.opacities={},this.variableOffsets={},this.stale=!1,this.commitTime=0,this.fadeDuration=e,this.retainedQueryData={},this.collisionGroups=new we(r),this.collisionCircleArrays={},this.prevPlacement=n,n&&(n.prevPlacement=void 0),this.placedOrientations={}};function Me(t,e,r,n,i){t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0)}Ae.prototype.getBucketParts=function(e,r,n,i){var a=n.getBucket(r),o=n.latestFeatureIndex;if(a&&o&&r.id===a.layerIds[0]){var s=n.collisionBoxArray,l=a.layers[0].layout,u=Math.pow(2,this.transform.zoom-n.tileID.overscaledZ),c=n.tileSize/t.EXTENT,f=this.transform.calculatePosMatrix(n.tileID.toUnwrapped()),h=\"map\"===l.get(\"text-pitch-alignment\"),p=\"map\"===l.get(\"text-rotation-alignment\"),d=ge(n,1,this.transform.zoom),v=te(f,h,p,this.transform,d),g=null;if(h){var y=ee(f,h,p,this.transform,d);g=t.multiply([],this.transform.labelPlaneMatrix,y)}this.retainedQueryData[a.bucketInstanceId]=new _e(a.bucketInstanceId,o,a.sourceLayerIndex,a.index,n.tileID);var m={bucket:a,layout:l,posMatrix:f,textLabelPlaneMatrix:v,labelToScreenMatrix:g,scale:u,textPixelRatio:c,holdingForFade:n.holdingForFade(),collisionBoxArray:s,partiallyEvaluatedTextSize:t.evaluateSizeForZoom(a.textSizeData,this.transform.zoom),collisionGroup:this.collisionGroups.get(a.sourceID)};if(i)for(var x=0,b=a.sortKeyRanges;x<b.length;x+=1){var _=b[x],w=_.sortKey,T=_.symbolInstanceStart,k=_.symbolInstanceEnd;e.push({sortKey:w,symbolInstanceStart:T,symbolInstanceEnd:k,parameters:m})}else e.push({symbolInstanceStart:0,symbolInstanceEnd:a.symbolInstances.length,parameters:m})}},Ae.prototype.attemptAnchorPlacement=function(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d){var v,g=[f.textOffset0,f.textOffset1],y=Te(t,r,n,g,i),m=this.collisionIndex.placeCollisionBox(ke(e,y.x,y.y,a,o,this.transform.angle),c,s,l,u.predicate);if(!d||0!==this.collisionIndex.placeCollisionBox(ke(d,y.x,y.y,a,o,this.transform.angle),c,s,l,u.predicate).box.length)return m.box.length>0?(this.prevPlacement&&this.prevPlacement.variableOffsets[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID].text&&(v=this.prevPlacement.variableOffsets[f.crossTileID].anchor),this.variableOffsets[f.crossTileID]={textOffset:g,width:r,height:n,anchor:t,textBoxScale:i,prevAnchor:v},this.markUsedJustification(h,t,f,p),h.allowVerticalPlacement&&(this.markUsedOrientation(h,p,f),this.placedOrientations[f.crossTileID]=p),{shift:y,placedGlyphBoxes:m}):void 0},Ae.prototype.placeLayerBucketPart=function(e,r,n){var i=this,a=e.parameters,o=a.bucket,s=a.layout,l=a.posMatrix,u=a.textLabelPlaneMatrix,c=a.labelToScreenMatrix,f=a.textPixelRatio,h=a.holdingForFade,p=a.collisionBoxArray,d=a.partiallyEvaluatedTextSize,v=a.collisionGroup,g=s.get(\"text-optional\"),y=s.get(\"icon-optional\"),m=s.get(\"text-allow-overlap\"),x=s.get(\"icon-allow-overlap\"),b=\"map\"===s.get(\"text-rotation-alignment\"),_=\"map\"===s.get(\"text-pitch-alignment\"),w=\"none\"!==s.get(\"icon-text-fit\"),T=\"viewport-y\"===s.get(\"symbol-z-order\"),k=m&&(x||!o.hasIconData()||y),A=x&&(m||!o.hasTextData()||g);!o.collisionArrays&&p&&o.deserializeCollisionBoxes(p);var M=function(e,a){if(!r[e.crossTileID])if(h)i.placements[e.crossTileID]=new xe(!1,!1,!1);else{var p,T=!1,M=!1,S=!0,E=null,L={box:null,offscreen:null},C={box:null,offscreen:null},P=null,O=null,I=0,D=0,z=0;a.textFeatureIndex?I=a.textFeatureIndex:e.useRuntimeCollisionCircles&&(I=e.featureIndex),a.verticalTextFeatureIndex&&(D=a.verticalTextFeatureIndex);var R=a.textBox;if(R){var F=function(r){var n=t.WritingMode.horizontal;if(o.allowVerticalPlacement&&!r&&i.prevPlacement){var a=i.prevPlacement.placedOrientations[e.crossTileID];a&&(i.placedOrientations[e.crossTileID]=a,n=a,i.markUsedOrientation(o,n,e))}return n},B=function(r,n){if(o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&a.verticalTextBox)for(var i=0,s=o.writingModes;i<s.length&&(s[i]===t.WritingMode.vertical?(L=n(),C=L):L=r(),!(L&&L.box&&L.box.length));i+=1);else L=r()};if(s.get(\"text-variable-anchor\")){var N=s.get(\"text-variable-anchor\");if(i.prevPlacement&&i.prevPlacement.variableOffsets[e.crossTileID]){var j=i.prevPlacement.variableOffsets[e.crossTileID];N.indexOf(j.anchor)>0&&(N=N.filter((function(t){return t!==j.anchor}))).unshift(j.anchor)}var U=function(t,r,n){for(var a=t.x2-t.x1,s=t.y2-t.y1,u=e.textBoxScale,c=w&&!x?r:null,h={box:[],offscreen:!1},p=m?2*N.length:N.length,d=0;d<p;++d){var g=N[d%N.length],y=d>=N.length,k=i.attemptAnchorPlacement(g,t,a,s,u,b,_,f,l,v,y,e,o,n,c);if(k&&(h=k.placedGlyphBoxes)&&h.box&&h.box.length){T=!0,E=k.shift;break}}return h};B((function(){return U(R,a.iconBox,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox,n=L&&L.box&&L.box.length;return o.allowVerticalPlacement&&!n&&e.numVerticalGlyphVertices>0&&r?U(r,a.verticalIconBox,t.WritingMode.vertical):{box:null,offscreen:null}})),L&&(T=L.box,S=L.offscreen);var V=F(L&&L.box);if(!T&&i.prevPlacement){var H=i.prevPlacement.variableOffsets[e.crossTileID];H&&(i.variableOffsets[e.crossTileID]=H,i.markUsedJustification(o,H.anchor,e,V))}}else{var q=function(t,r){var n=i.collisionIndex.placeCollisionBox(t,m,f,l,v.predicate);return n&&n.box&&n.box.length&&(i.markUsedOrientation(o,r,e),i.placedOrientations[e.crossTileID]=r),n};B((function(){return q(R,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox;return o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&r?q(r,t.WritingMode.vertical):{box:null,offscreen:null}})),F(L&&L.box&&L.box.length)}}if(T=(p=L)&&p.box&&p.box.length>0,S=p&&p.offscreen,e.useRuntimeCollisionCircles){var G=o.text.placedSymbolArray.get(e.centerJustifiedTextSymbolIndex),Z=t.evaluateSizeForFeature(o.textSizeData,d,G),Y=s.get(\"text-padding\"),W=e.collisionCircleDiameter;P=i.collisionIndex.placeCollisionCircles(m,G,o.lineVertexArray,o.glyphOffsetArray,Z,l,u,c,n,_,v.predicate,W,Y),T=m||P.circles.length>0&&!P.collisionDetected,S=S&&P.offscreen}if(a.iconFeatureIndex&&(z=a.iconFeatureIndex),a.iconBox){var X=function(t){var e=w&&E?ke(t,E.x,E.y,b,_,i.transform.angle):t;return i.collisionIndex.placeCollisionBox(e,x,f,l,v.predicate)};M=C&&C.box&&C.box.length&&a.verticalIconBox?(O=X(a.verticalIconBox)).box.length>0:(O=X(a.iconBox)).box.length>0,S=S&&O.offscreen}var J=g||0===e.numHorizontalGlyphVertices&&0===e.numVerticalGlyphVertices,K=y||0===e.numIconVertices;if(J||K?K?J||(M=M&&T):T=M&&T:M=T=M&&T,T&&p&&p.box&&(C&&C.box&&D?i.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,D,v.ID):i.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,I,v.ID)),M&&O&&i.collisionIndex.insertCollisionBox(O.box,s.get(\"icon-ignore-placement\"),o.bucketInstanceId,z,v.ID),P&&(T&&i.collisionIndex.insertCollisionCircles(P.circles,s.get(\"text-ignore-placement\"),o.bucketInstanceId,I,v.ID),n)){var $=o.bucketInstanceId,Q=i.collisionCircleArrays[$];void 0===Q&&(Q=i.collisionCircleArrays[$]=new be);for(var tt=0;tt<P.circles.length;tt+=4)Q.circles.push(P.circles[tt+0]),Q.circles.push(P.circles[tt+1]),Q.circles.push(P.circles[tt+2]),Q.circles.push(P.collisionDetected?1:0)}i.placements[e.crossTileID]=new xe(T||k,M||A,S||o.justReloaded),r[e.crossTileID]=!0}};if(T)for(var S=o.getSortedSymbolIndexes(this.transform.angle),E=S.length-1;E>=0;--E){var L=S[E];M(o.symbolInstances.get(L),o.collisionArrays[L])}else for(var C=e.symbolInstanceStart;C<e.symbolInstanceEnd;C++)M(o.symbolInstances.get(C),o.collisionArrays[C]);if(n&&o.bucketInstanceId in this.collisionCircleArrays){var P=this.collisionCircleArrays[o.bucketInstanceId];t.invert(P.invProjMatrix,l),P.viewportMatrix=this.collisionIndex.getViewportMatrix()}o.justReloaded=!1},Ae.prototype.markUsedJustification=function(e,r,n,i){var a,o={left:n.leftJustifiedTextSymbolIndex,center:n.centerJustifiedTextSymbolIndex,right:n.rightJustifiedTextSymbolIndex};a=i===t.WritingMode.vertical?n.verticalPlacedTextSymbolIndex:o[t.getAnchorJustification(r)];for(var s=0,l=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex,n.verticalPlacedTextSymbolIndex];s<l.length;s+=1){var u=l[s];u>=0&&(e.text.placedSymbolArray.get(u).crossTileID=a>=0&&u!==a?0:n.crossTileID)}},Ae.prototype.markUsedOrientation=function(e,r,n){for(var i=r===t.WritingMode.horizontal||r===t.WritingMode.horizontalOnly?r:0,a=r===t.WritingMode.vertical?r:0,o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex];o<s.length;o+=1){var l=s[o];e.text.placedSymbolArray.get(l).placedOrientation=i}n.verticalPlacedTextSymbolIndex&&(e.text.placedSymbolArray.get(n.verticalPlacedTextSymbolIndex).placedOrientation=a)},Ae.prototype.commit=function(t){this.commitTime=t,this.zoomAtLastRecencyCheck=this.transform.zoom;var e=this.prevPlacement,r=!1;this.prevZoomAdjustment=e?e.zoomAdjustment(this.transform.zoom):0;var n=e?e.symbolFadeChange(t):1,i=e?e.opacities:{},a=e?e.variableOffsets:{},o=e?e.placedOrientations:{};for(var s in this.placements){var l=this.placements[s],u=i[s];u?(this.opacities[s]=new me(u,n,l.text,l.icon),r=r||l.text!==u.text.placed||l.icon!==u.icon.placed):(this.opacities[s]=new me(null,n,l.text,l.icon,l.skipFade),r=r||l.text||l.icon)}for(var c in i){var f=i[c];if(!this.opacities[c]){var h=new me(f,n,!1,!1);h.isHidden()||(this.opacities[c]=h,r=r||f.text.placed||f.icon.placed)}}for(var p in a)this.variableOffsets[p]||!this.opacities[p]||this.opacities[p].isHidden()||(this.variableOffsets[p]=a[p]);for(var d in o)this.placedOrientations[d]||!this.opacities[d]||this.opacities[d].isHidden()||(this.placedOrientations[d]=o[d]);r?this.lastPlacementChangeTime=t:\"number\"!=typeof this.lastPlacementChangeTime&&(this.lastPlacementChangeTime=e?e.lastPlacementChangeTime:t)},Ae.prototype.updateLayerOpacities=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1){var a=i[n],o=a.getBucket(t);o&&a.latestFeatureIndex&&t.id===o.layerIds[0]&&this.updateBucketOpacities(o,r,a.collisionBoxArray)}},Ae.prototype.updateBucketOpacities=function(e,r,n){var i=this;e.hasTextData()&&e.text.opacityVertexArray.clear(),e.hasIconData()&&e.icon.opacityVertexArray.clear(),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexArray.clear(),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexArray.clear();var a=e.layers[0].layout,o=new me(null,0,!1,!1,!0),s=a.get(\"text-allow-overlap\"),l=a.get(\"icon-allow-overlap\"),u=a.get(\"text-variable-anchor\"),c=\"map\"===a.get(\"text-rotation-alignment\"),f=\"map\"===a.get(\"text-pitch-alignment\"),h=\"none\"!==a.get(\"icon-text-fit\"),p=new me(null,0,s&&(l||!e.hasIconData()||a.get(\"icon-optional\")),l&&(s||!e.hasTextData()||a.get(\"text-optional\")),!0);!e.collisionArrays&&n&&(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData())&&e.deserializeCollisionBoxes(n);for(var d=function(t,e,r){for(var n=0;n<e/4;n++)t.opacityVertexArray.emplaceBack(r)},v=function(n){var a=e.symbolInstances.get(n),s=a.numHorizontalGlyphVertices,l=a.numVerticalGlyphVertices,v=a.crossTileID,g=r[v],y=i.opacities[v];g?y=o:y||(y=p,i.opacities[v]=y),r[v]=!0;var m=s>0||l>0,x=a.numIconVertices>0,b=i.placedOrientations[a.crossTileID],_=b===t.WritingMode.vertical,w=b===t.WritingMode.horizontal||b===t.WritingMode.horizontalOnly;if(m){var T=De(y.text),k=_?ze:T;d(e.text,s,k);var A=w?ze:T;d(e.text,l,A);var M=y.text.isHidden();[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t){t>=0&&(e.text.placedSymbolArray.get(t).hidden=M||_?1:0)})),a.verticalPlacedTextSymbolIndex>=0&&(e.text.placedSymbolArray.get(a.verticalPlacedTextSymbolIndex).hidden=M||w?1:0);var S=i.variableOffsets[a.crossTileID];S&&i.markUsedJustification(e,S.anchor,a,b);var E=i.placedOrientations[a.crossTileID];E&&(i.markUsedJustification(e,\"left\",a,E),i.markUsedOrientation(e,E,a))}if(x){var L=De(y.icon),C=!(h&&a.verticalPlacedIconSymbolIndex&&_);if(a.placedIconSymbolIndex>=0){var P=C?L:ze;d(e.icon,a.numIconVertices,P),e.icon.placedSymbolArray.get(a.placedIconSymbolIndex).hidden=y.icon.isHidden()}if(a.verticalPlacedIconSymbolIndex>=0){var O=C?ze:L;d(e.icon,a.numVerticalIconVertices,O),e.icon.placedSymbolArray.get(a.verticalPlacedIconSymbolIndex).hidden=y.icon.isHidden()}}if(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData()){var I=e.collisionArrays[n];if(I){var D=new t.Point(0,0);if(I.textBox||I.verticalTextBox){var z=!0;if(u){var R=i.variableOffsets[v];R?(D=Te(R.anchor,R.width,R.height,R.textOffset,R.textBoxScale),c&&D._rotate(f?i.transform.angle:-i.transform.angle)):z=!1}I.textBox&&Me(e.textCollisionBox.collisionVertexArray,y.text.placed,!z||_,D.x,D.y),I.verticalTextBox&&Me(e.textCollisionBox.collisionVertexArray,y.text.placed,!z||w,D.x,D.y)}var F=Boolean(!w&&I.verticalIconBox);I.iconBox&&Me(e.iconCollisionBox.collisionVertexArray,y.icon.placed,F,h?D.x:0,h?D.y:0),I.verticalIconBox&&Me(e.iconCollisionBox.collisionVertexArray,y.icon.placed,!F,h?D.x:0,h?D.y:0)}}},g=0;g<e.symbolInstances.length;g++)v(g);if(e.sortFeatures(this.transform.angle),this.retainedQueryData[e.bucketInstanceId]&&(this.retainedQueryData[e.bucketInstanceId].featureSortOrder=e.featureSortOrder),e.hasTextData()&&e.text.opacityVertexBuffer&&e.text.opacityVertexBuffer.updateData(e.text.opacityVertexArray),e.hasIconData()&&e.icon.opacityVertexBuffer&&e.icon.opacityVertexBuffer.updateData(e.icon.opacityVertexArray),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexBuffer&&e.iconCollisionBox.collisionVertexBuffer.updateData(e.iconCollisionBox.collisionVertexArray),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexBuffer&&e.textCollisionBox.collisionVertexBuffer.updateData(e.textCollisionBox.collisionVertexArray),e.bucketInstanceId in this.collisionCircleArrays){var y=this.collisionCircleArrays[e.bucketInstanceId];e.placementInvProjMatrix=y.invProjMatrix,e.placementViewportMatrix=y.viewportMatrix,e.collisionCircleArray=y.circles,delete this.collisionCircleArrays[e.bucketInstanceId]}},Ae.prototype.symbolFadeChange=function(t){return 0===this.fadeDuration?1:(t-this.commitTime)/this.fadeDuration+this.prevZoomAdjustment},Ae.prototype.zoomAdjustment=function(t){return Math.max(0,(this.transform.zoom-t)/1.5)},Ae.prototype.hasTransitions=function(t){return this.stale||t-this.lastPlacementChangeTime<this.fadeDuration},Ae.prototype.stillRecent=function(t,e){var r=this.zoomAtLastRecencyCheck===e?1-this.zoomAdjustment(e):1;return this.zoomAtLastRecencyCheck=e,this.commitTime+this.fadeDuration*r>t},Ae.prototype.setStale=function(){this.stale=!0};var Se=Math.pow(2,25),Ee=Math.pow(2,24),Le=Math.pow(2,17),Ce=Math.pow(2,16),Pe=Math.pow(2,9),Oe=Math.pow(2,8),Ie=Math.pow(2,1);function De(t){if(0===t.opacity&&!t.placed)return 0;if(1===t.opacity&&t.placed)return 4294967295;var e=t.placed?1:0,r=Math.floor(127*t.opacity);return r*Se+e*Ee+r*Le+e*Ce+r*Pe+e*Oe+r*Ie+e}var ze=0,Re=function(t){this._sortAcrossTiles=\"viewport-y\"!==t.layout.get(\"symbol-z-order\")&&void 0!==t.layout.get(\"symbol-sort-key\").constantOr(1),this._currentTileIndex=0,this._currentPartIndex=0,this._seenCrossTileIDs={},this._bucketParts=[]};Re.prototype.continuePlacement=function(t,e,r,n,i){for(var a=this._bucketParts;this._currentTileIndex<t.length;){var o=t[this._currentTileIndex];if(e.getBucketParts(a,n,o,this._sortAcrossTiles),this._currentTileIndex++,i())return!0}for(this._sortAcrossTiles&&(this._sortAcrossTiles=!1,a.sort((function(t,e){return t.sortKey-e.sortKey})));this._currentPartIndex<a.length;){var s=a[this._currentPartIndex];if(e.placeLayerBucketPart(s,this._seenCrossTileIDs,r),this._currentPartIndex++,i())return!0}return!1};var Fe=function(t,e,r,n,i,a,o){this.placement=new Ae(t,i,a,o),this._currentPlacementIndex=e.length-1,this._forceFullPlacement=r,this._showCollisionBoxes=n,this._done=!1};Fe.prototype.isDone=function(){return this._done},Fe.prototype.continuePlacement=function(e,r,n){for(var i=this,a=t.browser.now(),o=function(){var e=t.browser.now()-a;return!i._forceFullPlacement&&e>2};this._currentPlacementIndex>=0;){var s=r[e[this._currentPlacementIndex]],l=this.placement.collisionIndex.transform.zoom;if(\"symbol\"===s.type&&(!s.minzoom||s.minzoom<=l)&&(!s.maxzoom||s.maxzoom>l)){if(this._inProgressLayer||(this._inProgressLayer=new Re(s)),this._inProgressLayer.continuePlacement(n[s.source],this.placement,this._showCollisionBoxes,s,o))return;delete this._inProgressLayer}this._currentPlacementIndex--}this._done=!0},Fe.prototype.commit=function(t){return this.placement.commit(t),this.placement};var Be=512/t.EXTENT/2,Ne=function(t,e,r){this.tileID=t,this.indexedSymbolInstances={},this.bucketInstanceId=r;for(var n=0;n<e.length;n++){var i=e.get(n),a=i.key;this.indexedSymbolInstances[a]||(this.indexedSymbolInstances[a]=[]),this.indexedSymbolInstances[a].push({crossTileID:i.crossTileID,coord:this.getScaledCoordinates(i,t)})}};Ne.prototype.getScaledCoordinates=function(e,r){var n=r.canonical.z-this.tileID.canonical.z,i=Be/Math.pow(2,n);return{x:Math.floor((r.canonical.x*t.EXTENT+e.anchorX)*i),y:Math.floor((r.canonical.y*t.EXTENT+e.anchorY)*i)}},Ne.prototype.findMatches=function(t,e,r){for(var n=this.tileID.canonical.z<e.canonical.z?1:Math.pow(2,this.tileID.canonical.z-e.canonical.z),i=0;i<t.length;i++){var a=t.get(i);if(!a.crossTileID){var o=this.indexedSymbolInstances[a.key];if(o)for(var s=this.getScaledCoordinates(a,e),l=0,u=o;l<u.length;l+=1){var c=u[l];if(Math.abs(c.coord.x-s.x)<=n&&Math.abs(c.coord.y-s.y)<=n&&!r[c.crossTileID]){r[c.crossTileID]=!0,a.crossTileID=c.crossTileID;break}}}}};var je=function(){this.maxCrossTileID=0};je.prototype.generate=function(){return++this.maxCrossTileID};var Ue=function(){this.indexes={},this.usedCrossTileIDs={},this.lng=0};Ue.prototype.handleWrapJump=function(t){var e=Math.round((t-this.lng)/360);if(0!==e)for(var r in this.indexes){var n=this.indexes[r],i={};for(var a in n){var o=n[a];o.tileID=o.tileID.unwrapTo(o.tileID.wrap+e),i[o.tileID.key]=o}this.indexes[r]=i}this.lng=t},Ue.prototype.addBucket=function(t,e,r){if(this.indexes[t.overscaledZ]&&this.indexes[t.overscaledZ][t.key]){if(this.indexes[t.overscaledZ][t.key].bucketInstanceId===e.bucketInstanceId)return!1;this.removeBucketCrossTileIDs(t.overscaledZ,this.indexes[t.overscaledZ][t.key])}for(var n=0;n<e.symbolInstances.length;n++)e.symbolInstances.get(n).crossTileID=0;this.usedCrossTileIDs[t.overscaledZ]||(this.usedCrossTileIDs[t.overscaledZ]={});var i=this.usedCrossTileIDs[t.overscaledZ];for(var a in this.indexes){var o=this.indexes[a];if(Number(a)>t.overscaledZ)for(var s in o){var l=o[s];l.tileID.isChildOf(t)&&l.findMatches(e.symbolInstances,t,i)}else{var u=o[t.scaledTo(Number(a)).key];u&&u.findMatches(e.symbolInstances,t,i)}}for(var c=0;c<e.symbolInstances.length;c++){var f=e.symbolInstances.get(c);f.crossTileID||(f.crossTileID=r.generate(),i[f.crossTileID]=!0)}return void 0===this.indexes[t.overscaledZ]&&(this.indexes[t.overscaledZ]={}),this.indexes[t.overscaledZ][t.key]=new Ne(t,e.symbolInstances,e.bucketInstanceId),!0},Ue.prototype.removeBucketCrossTileIDs=function(t,e){for(var r in e.indexedSymbolInstances)for(var n=0,i=e.indexedSymbolInstances[r];n<i.length;n+=1){var a=i[n];delete this.usedCrossTileIDs[t][a.crossTileID]}},Ue.prototype.removeStaleBuckets=function(t){var e=!1;for(var r in this.indexes){var n=this.indexes[r];for(var i in n)t[n[i].bucketInstanceId]||(this.removeBucketCrossTileIDs(r,n[i]),delete n[i],e=!0)}return e};var Ve=function(){this.layerIndexes={},this.crossTileIDs=new je,this.maxBucketInstanceId=0,this.bucketsInCurrentPlacement={}};Ve.prototype.addLayer=function(t,e,r){var n=this.layerIndexes[t.id];void 0===n&&(n=this.layerIndexes[t.id]=new Ue);var i=!1,a={};n.handleWrapJump(r);for(var o=0,s=e;o<s.length;o+=1){var l=s[o],u=l.getBucket(t);u&&t.id===u.layerIds[0]&&(u.bucketInstanceId||(u.bucketInstanceId=++this.maxBucketInstanceId),n.addBucket(l.tileID,u,this.crossTileIDs)&&(i=!0),a[u.bucketInstanceId]=!0)}return n.removeStaleBuckets(a)&&(i=!0),i},Ve.prototype.pruneUnusedLayers=function(t){var e={};for(var r in t.forEach((function(t){e[t]=!0})),this.layerIndexes)e[r]||delete this.layerIndexes[r]};var He=function(e,r){return t.emitValidationErrors(e,r&&r.filter((function(t){return\"source.canvas\"!==t.identifier})))},qe=t.pick(Ht,[\"addLayer\",\"removeLayer\",\"setPaintProperty\",\"setLayoutProperty\",\"setFilter\",\"addSource\",\"removeSource\",\"setLayerZoomRange\",\"setLight\",\"setTransition\",\"setGeoJSONSourceData\"]),Ge=t.pick(Ht,[\"setCenter\",\"setZoom\",\"setBearing\",\"setPitch\"]),Ze=function(){var e={},r=t.styleSpec.$version;for(var n in t.styleSpec.$root){var i=t.styleSpec.$root[n];if(i.required){var a;null!=(a=\"version\"===n?r:\"array\"===i.type?[]:{})&&(e[n]=a)}}return e}(),Ye=function(e){function r(n,i){var a=this;void 0===i&&(i={}),e.call(this),this.map=n,this.dispatcher=new A(jt(),this),this.imageManager=new h,this.imageManager.setEventedParent(this),this.glyphManager=new x(n._requestManager,i.localIdeographFontFamily),this.lineAtlas=new k(256,512),this.crossTileSymbolIndex=new Ve,this._layers={},this._serializedLayers={},this._order=[],this.sourceCaches={},this.zoomHistory=new t.ZoomHistory,this._loaded=!1,this._availableImages=[],this._resetUpdates(),this.dispatcher.broadcast(\"setReferrer\",t.getReferrer());var o=this;this._rtlTextPluginCallback=r.registerForPluginStateChange((function(e){var r={pluginStatus:e.pluginStatus,pluginURL:e.pluginURL};o.dispatcher.broadcast(\"syncRTLPluginState\",r,(function(e,r){if(t.triggerPluginCompletionEvent(e),r&&r.every((function(t){return t})))for(var n in o.sourceCaches)o.sourceCaches[n].reload()}))})),this.on(\"data\",(function(t){if(\"source\"===t.dataType&&\"metadata\"===t.sourceDataType){var e=a.sourceCaches[t.sourceId];if(e){var r=e.getSource();if(r&&r.vectorLayerIds)for(var n in a._layers){var i=a._layers[n];i.source===r.id&&a._validateLayer(i)}}}}))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadURL=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"}));var i=\"boolean\"==typeof r.validate?r.validate:!t.isMapboxURL(e);e=this.map._requestManager.normalizeStyleURL(e,r.accessToken);var a=this.map._requestManager.transformRequest(e,t.ResourceType.Style);this._request=t.getJSON(a,(function(e,r){n._request=null,e?n.fire(new t.ErrorEvent(e)):r&&n._load(r,i)}))},r.prototype.loadJSON=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._request=t.browser.frame((function(){n._request=null,n._load(e,!1!==r.validate)}))},r.prototype.loadEmpty=function(){this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._load(Ze,!1)},r.prototype._load=function(e,r){if(!r||!He(this,t.validateStyle(e))){for(var n in this._loaded=!0,this.stylesheet=e,e.sources)this.addSource(n,e.sources[n],{validate:!1});e.sprite?this._loadSprite(e.sprite):this.imageManager.setLoaded(!0),this.glyphManager.setURL(e.glyphs);var i=Vt(this.stylesheet.layers);this._order=i.map((function(t){return t.id})),this._layers={},this._serializedLayers={};for(var a=0,o=i;a<o.length;a+=1){var s=o[a];(s=t.createStyleLayer(s)).setEventedParent(this,{layer:{id:s.id}}),this._layers[s.id]=s,this._serializedLayers[s.id]=s.serialize()}this.dispatcher.broadcast(\"setLayers\",this._serializeLayers(this._order)),this.light=new T(this.stylesheet.light),this.fire(new t.Event(\"data\",{dataType:\"style\"})),this.fire(new t.Event(\"style.load\"))}},r.prototype._loadSprite=function(e){var r=this;this._spriteRequest=function(e,r,n){var i,a,o,s=t.browser.devicePixelRatio>1?\"@2x\":\"\",l=t.getJSON(r.transformRequest(r.normalizeSpriteURL(e,s,\".json\"),t.ResourceType.SpriteJSON),(function(t,e){l=null,o||(o=t,i=e,c())})),u=t.getImage(r.transformRequest(r.normalizeSpriteURL(e,s,\".png\"),t.ResourceType.SpriteImage),(function(t,e){u=null,o||(o=t,a=e,c())}));function c(){if(o)n(o);else if(i&&a){var e=t.browser.getImageData(a),r={};for(var s in i){var l=i[s],u=l.width,c=l.height,f=l.x,h=l.y,p=l.sdf,d=l.pixelRatio,v=l.stretchX,g=l.stretchY,y=l.content,m=new t.RGBAImage({width:u,height:c});t.RGBAImage.copy(e,m,{x:f,y:h},{x:0,y:0},{width:u,height:c}),r[s]={data:m,pixelRatio:d,sdf:p,stretchX:v,stretchY:g,content:y}}n(null,r)}}return{cancel:function(){l&&(l.cancel(),l=null),u&&(u.cancel(),u=null)}}}(e,this.map._requestManager,(function(e,n){if(r._spriteRequest=null,e)r.fire(new t.ErrorEvent(e));else if(n)for(var i in n)r.imageManager.addImage(i,n[i]);r.imageManager.setLoaded(!0),r._availableImages=r.imageManager.listImages(),r.dispatcher.broadcast(\"setImages\",r._availableImages),r.fire(new t.Event(\"data\",{dataType:\"style\"}))}))},r.prototype._validateLayer=function(e){var r=this.sourceCaches[e.source];if(r){var n=e.sourceLayer;if(n){var i=r.getSource();(\"geojson\"===i.type||i.vectorLayerIds&&-1===i.vectorLayerIds.indexOf(n))&&this.fire(new t.ErrorEvent(new Error('Source layer \"'+n+'\" does not exist on source \"'+i.id+'\" as specified by style layer \"'+e.id+'\"')))}}},r.prototype.loaded=function(){if(!this._loaded)return!1;if(Object.keys(this._updatedSources).length)return!1;for(var t in this.sourceCaches)if(!this.sourceCaches[t].loaded())return!1;return!!this.imageManager.isLoaded()},r.prototype._serializeLayers=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=this._layers[i];\"custom\"!==a.type&&e.push(a.serialize())}return e},r.prototype.hasTransitions=function(){if(this.light&&this.light.hasTransition())return!0;for(var t in this.sourceCaches)if(this.sourceCaches[t].hasTransition())return!0;for(var e in this._layers)if(this._layers[e].hasTransition())return!0;return!1},r.prototype._checkLoaded=function(){if(!this._loaded)throw new Error(\"Style is not done loading\")},r.prototype.update=function(e){if(this._loaded){var r=this._changed;if(this._changed){var n=Object.keys(this._updatedLayers),i=Object.keys(this._removedLayers);for(var a in(n.length||i.length)&&this._updateWorkerLayers(n,i),this._updatedSources){var o=this._updatedSources[a];\"reload\"===o?this._reloadSource(a):\"clear\"===o&&this._clearSource(a)}for(var s in this._updateTilesForChangedImages(),this._updatedPaintProps)this._layers[s].updateTransitions(e);this.light.updateTransitions(e),this._resetUpdates()}for(var l in this.sourceCaches)this.sourceCaches[l].used=!1;for(var u=0,c=this._order;u<c.length;u+=1){var f=c[u],h=this._layers[f];h.recalculate(e,this._availableImages),!h.isHidden(e.zoom)&&h.source&&(this.sourceCaches[h.source].used=!0)}this.light.recalculate(e),this.z=e.zoom,r&&this.fire(new t.Event(\"data\",{dataType:\"style\"}))}},r.prototype._updateTilesForChangedImages=function(){var t=Object.keys(this._changedImages);if(t.length){for(var e in this.sourceCaches)this.sourceCaches[e].reloadTilesForDependencies([\"icons\",\"patterns\"],t);this._changedImages={}}},r.prototype._updateWorkerLayers=function(t,e){this.dispatcher.broadcast(\"updateLayers\",{layers:this._serializeLayers(t),removedIds:e})},r.prototype._resetUpdates=function(){this._changed=!1,this._updatedLayers={},this._removedLayers={},this._updatedSources={},this._updatedPaintProps={},this._changedImages={}},r.prototype.setState=function(e){var r=this;if(this._checkLoaded(),He(this,t.validateStyle(e)))return!1;(e=t.clone$1(e)).layers=Vt(e.layers);var n=Kt(this.serialize(),e).filter((function(t){return!(t.command in Ge)}));if(0===n.length)return!1;var i=n.filter((function(t){return!(t.command in qe)}));if(i.length>0)throw new Error(\"Unimplemented: \"+i.map((function(t){return t.command})).join(\", \")+\".\");return n.forEach((function(t){\"setTransition\"!==t.command&&r[t.command].apply(r,t.args)})),this.stylesheet=e,!0},r.prototype.addImage=function(e,r){if(this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"An image with this name already exists.\")));this.imageManager.addImage(e,r),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.updateImage=function(t,e){this.imageManager.updateImage(t,e)},r.prototype.getImage=function(t){return this.imageManager.getImage(t)},r.prototype.removeImage=function(e){if(!this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"No image with this name exists.\")));this.imageManager.removeImage(e),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.listImages=function(){return this._checkLoaded(),this.imageManager.listImages()},r.prototype.addSource=function(e,r,n){var i=this;if(void 0===n&&(n={}),this._checkLoaded(),void 0!==this.sourceCaches[e])throw new Error(\"There is already a source with this ID\");if(!r.type)throw new Error(\"The type property must be defined, but the only the following properties were given: \"+Object.keys(r).join(\", \")+\".\");if(!([\"vector\",\"raster\",\"geojson\",\"video\",\"image\"].indexOf(r.type)>=0&&this._validate(t.validateStyle.source,\"sources.\"+e,r,null,n))){this.map&&this.map._collectResourceTiming&&(r.collectResourceTiming=!0);var a=this.sourceCaches[e]=new Ot(e,r,this.dispatcher);a.style=this,a.setEventedParent(this,(function(){return{isSourceLoaded:i.loaded(),source:a.serialize(),sourceId:e}})),a.onAdd(this.map),this._changed=!0}},r.prototype.removeSource=function(e){if(this._checkLoaded(),void 0===this.sourceCaches[e])throw new Error(\"There is no source with this ID\");for(var r in this._layers)if(this._layers[r].source===e)return this.fire(new t.ErrorEvent(new Error('Source \"'+e+'\" cannot be removed while layer \"'+r+'\" is using it.')));var n=this.sourceCaches[e];delete this.sourceCaches[e],delete this._updatedSources[e],n.fire(new t.Event(\"data\",{sourceDataType:\"metadata\",dataType:\"source\",sourceId:e})),n.setEventedParent(null),n.clearTiles(),n.onRemove&&n.onRemove(this.map),this._changed=!0},r.prototype.setGeoJSONSourceData=function(t,e){this._checkLoaded(),this.sourceCaches[t].getSource().setData(e),this._changed=!0},r.prototype.getSource=function(t){return this.sourceCaches[t]&&this.sourceCaches[t].getSource()},r.prototype.addLayer=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=e.id;if(this.getLayer(i))this.fire(new t.ErrorEvent(new Error('Layer with id \"'+i+'\" already exists on this map')));else{var a;if(\"custom\"===e.type){if(He(this,t.validateCustomStyleLayer(e)))return;a=t.createStyleLayer(e)}else{if(\"object\"==typeof e.source&&(this.addSource(i,e.source),e=t.clone$1(e),e=t.extend(e,{source:i})),this._validate(t.validateStyle.layer,\"layers.\"+i,e,{arrayIndex:-1},n))return;a=t.createStyleLayer(e),this._validateLayer(a),a.setEventedParent(this,{layer:{id:i}}),this._serializedLayers[a.id]=a.serialize()}var o=r?this._order.indexOf(r):this._order.length;if(r&&-1===o)this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.')));else{if(this._order.splice(o,0,i),this._layerOrderChanged=!0,this._layers[i]=a,this._removedLayers[i]&&a.source&&\"custom\"!==a.type){var s=this._removedLayers[i];delete this._removedLayers[i],s.type!==a.type?this._updatedSources[a.source]=\"clear\":(this._updatedSources[a.source]=\"reload\",this.sourceCaches[a.source].pause())}this._updateLayer(a),a.onAdd&&a.onAdd(this.map)}}},r.prototype.moveLayer=function(e,r){if(this._checkLoaded(),this._changed=!0,this._layers[e]){if(e!==r){var n=this._order.indexOf(e);this._order.splice(n,1);var i=r?this._order.indexOf(r):this._order.length;r&&-1===i?this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.'))):(this._order.splice(i,0,e),this._layerOrderChanged=!0)}}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be moved.\")))},r.prototype.removeLayer=function(e){this._checkLoaded();var r=this._layers[e];if(r){r.setEventedParent(null);var n=this._order.indexOf(e);this._order.splice(n,1),this._layerOrderChanged=!0,this._changed=!0,this._removedLayers[e]=r,delete this._layers[e],delete this._serializedLayers[e],delete this._updatedLayers[e],delete this._updatedPaintProps[e],r.onRemove&&r.onRemove(this.map)}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be removed.\")))},r.prototype.getLayer=function(t){return this._layers[t]},r.prototype.hasLayer=function(t){return t in this._layers},r.prototype.setLayerZoomRange=function(e,r,n){this._checkLoaded();var i=this.getLayer(e);i?i.minzoom===r&&i.maxzoom===n||(null!=r&&(i.minzoom=r),null!=n&&(i.maxzoom=n),this._updateLayer(i)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot have zoom extent.\")))},r.prototype.setFilter=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=this.getLayer(e);if(i){if(!t.deepEqual(i.filter,r))return null==r?(i.filter=void 0,void this._updateLayer(i)):void(this._validate(t.validateStyle.filter,\"layers.\"+i.id+\".filter\",r,null,n)||(i.filter=t.clone$1(r),this._updateLayer(i)))}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be filtered.\")))},r.prototype.getFilter=function(e){return t.clone$1(this.getLayer(e).filter)},r.prototype.setLayoutProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getLayoutProperty(r),n)||(a.setLayoutProperty(r,n,i),this._updateLayer(a)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getLayoutProperty=function(e,r){var n=this.getLayer(e);if(n)return n.getLayoutProperty(r);this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style.\")))},r.prototype.setPaintProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getPaintProperty(r),n)||(a.setPaintProperty(r,n,i)&&this._updateLayer(a),this._changed=!0,this._updatedPaintProps[e]=!0):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getPaintProperty=function(t,e){return this.getLayer(t).getPaintProperty(e)},r.prototype.setFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=e.sourceLayer,a=this.sourceCaches[n];if(void 0!==a){var o=a.getSource().type;\"geojson\"===o&&i?this.fire(new t.ErrorEvent(new Error(\"GeoJSON sources cannot have a sourceLayer parameter.\"))):\"vector\"!==o||i?(void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),a.setFeatureState(i,e.id,r)):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.removeFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=this.sourceCaches[n];if(void 0!==i){var a=i.getSource().type,o=\"vector\"===a?e.sourceLayer:void 0;\"vector\"!==a||o?r&&\"string\"!=typeof e.id&&\"number\"!=typeof e.id?this.fire(new t.ErrorEvent(new Error(\"A feature id is requred to remove its specific state property.\"))):i.removeFeatureState(o,e.id,r):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.getFeatureState=function(e){this._checkLoaded();var r=e.source,n=e.sourceLayer,i=this.sourceCaches[r];if(void 0!==i){if(\"vector\"!==i.getSource().type||n)return void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),i.getFeatureState(n,e.id);this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+r+\"' does not exist in the map's style.\")))},r.prototype.getTransition=function(){return t.extend({duration:300,delay:0},this.stylesheet&&this.stylesheet.transition)},r.prototype.serialize=function(){return t.filterObject({version:this.stylesheet.version,name:this.stylesheet.name,metadata:this.stylesheet.metadata,light:this.stylesheet.light,center:this.stylesheet.center,zoom:this.stylesheet.zoom,bearing:this.stylesheet.bearing,pitch:this.stylesheet.pitch,sprite:this.stylesheet.sprite,glyphs:this.stylesheet.glyphs,transition:this.stylesheet.transition,sources:t.mapObject(this.sourceCaches,(function(t){return t.serialize()})),layers:this._serializeLayers(this._order)},(function(t){return void 0!==t}))},r.prototype._updateLayer=function(t){this._updatedLayers[t.id]=!0,t.source&&!this._updatedSources[t.source]&&\"raster\"!==this.sourceCaches[t.source].getSource().type&&(this._updatedSources[t.source]=\"reload\",this.sourceCaches[t.source].pause()),this._changed=!0},r.prototype._flattenAndSortRenderedFeatures=function(t){for(var e=this,r=function(t){return\"fill-extrusion\"===e._layers[t].type},n={},i=[],a=this._order.length-1;a>=0;a--){var o=this._order[a];if(r(o)){n[o]=a;for(var s=0,l=t;s<l.length;s+=1){var u=l[s][o];if(u)for(var c=0,f=u;c<f.length;c+=1){var h=f[c];i.push(h)}}}}i.sort((function(t,e){return e.intersectionZ-t.intersectionZ}));for(var p=[],d=this._order.length-1;d>=0;d--){var v=this._order[d];if(r(v))for(var g=i.length-1;g>=0;g--){var y=i[g].feature;if(n[y.layer.id]<d)break;p.push(y),i.pop()}else for(var m=0,x=t;m<x.length;m+=1){var b=x[m][v];if(b)for(var _=0,w=b;_<w.length;_+=1){var T=w[_];p.push(T.feature)}}}return p},r.prototype.queryRenderedFeatures=function(e,r,n){r&&r.filter&&this._validate(t.validateStyle.filter,\"queryRenderedFeatures.filter\",r.filter,null,r);var i={};if(r&&r.layers){if(!Array.isArray(r.layers))return this.fire(new t.ErrorEvent(new Error(\"parameters.layers must be an Array.\"))),[];for(var a=0,o=r.layers;a<o.length;a+=1){var s=o[a],l=this._layers[s];if(!l)return this.fire(new t.ErrorEvent(new Error(\"The layer '\"+s+\"' does not exist in the map's style and cannot be queried for features.\"))),[];i[l.source]=!0}}var u=[];for(var c in r.availableImages=this._availableImages,this.sourceCaches)r.layers&&!i[c]||u.push(B(this.sourceCaches[c],this._layers,this._serializedLayers,e,r,n));return this.placement&&u.push(function(t,e,r,n,i,a,o){for(var s={},l=a.queryRenderedSymbols(n),u=[],c=0,f=Object.keys(l).map(Number);c<f.length;c+=1){var h=f[c];u.push(o[h])}u.sort(N);for(var p=function(){var r=v[d],n=r.featureIndex.lookupSymbolFeatures(l[r.bucketInstanceId],e,r.bucketIndex,r.sourceLayerIndex,i.filter,i.layers,i.availableImages,t);for(var a in n){var o=s[a]=s[a]||[],u=n[a];u.sort((function(t,e){var n=r.featureSortOrder;if(n){var i=n.indexOf(t.featureIndex);return n.indexOf(e.featureIndex)-i}return e.featureIndex-t.featureIndex}));for(var c=0,f=u;c<f.length;c+=1){var h=f[c];o.push(h)}}},d=0,v=u;d<v.length;d+=1)p();var g=function(e){s[e].forEach((function(n){var i=n.feature,a=t[e],o=r[a.source].getFeatureState(i.layer[\"source-layer\"],i.id);i.source=i.layer.source,i.layer[\"source-layer\"]&&(i.sourceLayer=i.layer[\"source-layer\"]),i.state=o}))};for(var y in s)g(y);return s}(this._layers,this._serializedLayers,this.sourceCaches,e,r,this.placement.collisionIndex,this.placement.retainedQueryData)),this._flattenAndSortRenderedFeatures(u)},r.prototype.querySourceFeatures=function(e,r){r&&r.filter&&this._validate(t.validateStyle.filter,\"querySourceFeatures.filter\",r.filter,null,r);var n=this.sourceCaches[e];return n?function(t,e){for(var r=t.getRenderableIds().map((function(e){return t.getTileByID(e)})),n=[],i={},a=0;a<r.length;a++){var o=r[a],s=o.tileID.canonical.key;i[s]||(i[s]=!0,o.querySourceFeatures(n,e))}return n}(n,r):[]},r.prototype.addSourceType=function(t,e,n){return r.getSourceType(t)?n(new Error('A source type called \"'+t+'\" already exists.')):(r.setSourceType(t,e),e.workerSourceURL?void this.dispatcher.broadcast(\"loadWorkerSource\",{name:t,url:e.workerSourceURL},n):n(null,null))},r.prototype.getLight=function(){return this.light.getLight()},r.prototype.setLight=function(e,r){void 0===r&&(r={}),this._checkLoaded();var n=this.light.getLight(),i=!1;for(var a in e)if(!t.deepEqual(e[a],n[a])){i=!0;break}if(i){var o={now:t.browser.now(),transition:t.extend({duration:300,delay:0},this.stylesheet.transition)};this.light.setLight(e,r),this.light.updateTransitions(o)}},r.prototype._validate=function(e,r,n,i,a){return void 0===a&&(a={}),(!a||!1!==a.validate)&&He(this,e.call(t.validateStyle,t.extend({key:r,style:this.serialize(),value:n,styleSpec:t.styleSpec},i)))},r.prototype._remove=function(){for(var e in this._request&&(this._request.cancel(),this._request=null),this._spriteRequest&&(this._spriteRequest.cancel(),this._spriteRequest=null),t.evented.off(\"pluginStateChange\",this._rtlTextPluginCallback),this._layers)this._layers[e].setEventedParent(null);for(var r in this.sourceCaches)this.sourceCaches[r].clearTiles(),this.sourceCaches[r].setEventedParent(null);this.imageManager.setEventedParent(null),this.setEventedParent(null),this.dispatcher.remove()},r.prototype._clearSource=function(t){this.sourceCaches[t].clearTiles()},r.prototype._reloadSource=function(t){this.sourceCaches[t].resume(),this.sourceCaches[t].reload()},r.prototype._updateSources=function(t){for(var e in this.sourceCaches)this.sourceCaches[e].update(t)},r.prototype._generateCollisionBoxes=function(){for(var t in this.sourceCaches)this._reloadSource(t)},r.prototype._updatePlacement=function(e,r,n,i,a){void 0===a&&(a=!1);for(var o=!1,s=!1,l={},u=0,c=this._order;u<c.length;u+=1){var f=c[u],h=this._layers[f];if(\"symbol\"===h.type){if(!l[h.source]){var p=this.sourceCaches[h.source];l[h.source]=p.getRenderableIds(!0).map((function(t){return p.getTileByID(t)})).sort((function(t,e){return e.tileID.overscaledZ-t.tileID.overscaledZ||(t.tileID.isLessThan(e.tileID)?-1:1)}))}var d=this.crossTileSymbolIndex.addLayer(h,l[h.source],e.center.lng);o=o||d}}if(this.crossTileSymbolIndex.pruneUnusedLayers(this._order),((a=a||this._layerOrderChanged||0===n)||!this.pauseablePlacement||this.pauseablePlacement.isDone()&&!this.placement.stillRecent(t.browser.now(),e.zoom))&&(this.pauseablePlacement=new Fe(e,this._order,a,r,n,i,this.placement),this._layerOrderChanged=!1),this.pauseablePlacement.isDone()?this.placement.setStale():(this.pauseablePlacement.continuePlacement(this._order,this._layers,l),this.pauseablePlacement.isDone()&&(this.placement=this.pauseablePlacement.commit(t.browser.now()),s=!0),o&&this.pauseablePlacement.placement.setStale()),s||o)for(var v=0,g=this._order;v<g.length;v+=1){var y=g[v],m=this._layers[y];\"symbol\"===m.type&&this.placement.updateLayerOpacities(m,l[m.source])}return!this.pauseablePlacement.isDone()||this.placement.hasTransitions(t.browser.now())},r.prototype._releaseSymbolFadeTiles=function(){for(var t in this.sourceCaches)this.sourceCaches[t].releaseSymbolFadeTiles()},r.prototype.getImages=function(t,e,r){this.imageManager.getImages(e.icons,r),this._updateTilesForChangedImages();var n=this.sourceCaches[e.source];n&&n.setDependencies(e.tileID.key,e.type,e.icons)},r.prototype.getGlyphs=function(t,e,r){this.glyphManager.getGlyphs(e.stacks,r)},r.prototype.getResource=function(e,r,n){return t.makeRequest(r,n)},r}(t.Evented);Ye.getSourceType=function(t){return R[t]},Ye.setSourceType=function(t,e){R[t]=e},Ye.registerForPluginStateChange=t.registerForPluginStateChange;var We=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2}]),Xe=_r(\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\",\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\\nvec2 unpack_float(const float packedValue) {int packedIntValue=int(packedValue);int v0=packedIntValue/256;return vec2(v0,packedIntValue-v0*256);}vec2 unpack_opacity(const float packedOpacity) {int intOpacity=int(packedOpacity)/2;return vec2(float(intOpacity)/127.0,mod(packedOpacity,2.0));}vec4 decode_color(const vec2 encodedColor) {return vec4(unpack_float(encodedColor[0])/255.0,unpack_float(encodedColor[1])/255.0\\n);}float unpack_mix_vec2(const vec2 packedValue,const float t) {return mix(packedValue[0],packedValue[1],t);}vec4 unpack_mix_color(const vec4 packedColors,const float t) {vec4 minColor=decode_color(vec2(packedColors[0],packedColors[1]));vec4 maxColor=decode_color(vec2(packedColors[2],packedColors[3]));return mix(minColor,maxColor,t);}vec2 get_pattern_pos(const vec2 pixel_coord_upper,const vec2 pixel_coord_lower,const vec2 pattern_size,const float tile_units_to_pixels,const vec2 pos) {vec2 offset=mod(mod(mod(pixel_coord_upper,pattern_size)*256.0,pattern_size)*256.0+pixel_coord_lower,pattern_size);return (tile_units_to_pixels*pos+offset)/pattern_size;}\"),Je=_r(\"uniform vec4 u_color;uniform float u_opacity;void main() {gl_FragColor=u_color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),Ke=_r(\"uniform vec2 u_pattern_tl_a;uniform vec2 u_pattern_br_a;uniform vec2 u_pattern_tl_b;uniform vec2 u_pattern_br_b;uniform vec2 u_texsize;uniform float u_mix;uniform float u_opacity;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(u_pattern_tl_a/u_texsize,u_pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(u_pattern_tl_b/u_texsize,u_pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_mix)*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pattern_size_a;uniform vec2 u_pattern_size_b;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_scale_a;uniform float u_scale_b;uniform float u_tile_units_to_pixels;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_a*u_pattern_size_a,u_tile_units_to_pixels,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_b*u_pattern_size_b,u_tile_units_to_pixels,a_pos);}\"),$e=_r(\"varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=v_data.xy;float extrude_length=length(extrude);lowp float antialiasblur=v_data.z;float antialiased_blur=-max(blur,antialiasblur);float opacity_t=smoothstep(0.0,antialiased_blur,extrude_length-1.0);float color_t=stroke_width < 0.01 ? 0.0 : smoothstep(antialiased_blur,0.0,extrude_length-radius/(radius+stroke_width));gl_FragColor=opacity_t*mix(color*opacity,stroke_color*stroke_opacity,color_t);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform bool u_scale_with_map;uniform bool u_pitch_with_map;uniform vec2 u_extrude_scale;uniform lowp float u_device_pixel_ratio;uniform highp float u_camera_to_center_distance;attribute vec2 a_pos;varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main(void) {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=vec2(mod(a_pos,2.0)*2.0-1.0);vec2 circle_center=floor(a_pos*0.5);if (u_pitch_with_map) {vec2 corner_position=circle_center;if (u_scale_with_map) {corner_position+=extrude*(radius+stroke_width)*u_extrude_scale;} else {vec4 projected_center=u_matrix*vec4(circle_center,0,1);corner_position+=extrude*(radius+stroke_width)*u_extrude_scale*(projected_center.w/u_camera_to_center_distance);}gl_Position=u_matrix*vec4(corner_position,0,1);} else {gl_Position=u_matrix*vec4(circle_center,0,1);if (u_scale_with_map) {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*u_camera_to_center_distance;} else {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*gl_Position.w;}}lowp float antialiasblur=1.0/u_device_pixel_ratio/(radius+stroke_width);v_data=vec3(extrude.x,extrude.y,antialiasblur);}\"),Qe=_r(\"void main() {gl_FragColor=vec4(1.0);}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),tr=_r(\"uniform highp float u_intensity;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main() {\\n#pragma mapbox: initialize highp float weight\\nfloat d=-0.5*3.0*3.0*dot(v_extrude,v_extrude);float val=weight*u_intensity*GAUSS_COEF*exp(d);gl_FragColor=vec4(val,1.0,1.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform float u_extrude_scale;uniform float u_opacity;uniform float u_intensity;attribute vec2 a_pos;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#pragma mapbox: define mediump float radius\\nconst highp float ZERO=1.0/255.0/16.0;\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main(void) {\\n#pragma mapbox: initialize highp float weight\\n#pragma mapbox: initialize mediump float radius\\nvec2 unscaled_extrude=vec2(mod(a_pos,2.0)*2.0-1.0);float S=sqrt(-2.0*log(ZERO/weight/u_intensity/GAUSS_COEF))/3.0;v_extrude=S*unscaled_extrude;vec2 extrude=v_extrude*radius*u_extrude_scale;vec4 pos=vec4(floor(a_pos*0.5)+extrude,0,1);gl_Position=u_matrix*pos;}\"),er=_r(\"uniform sampler2D u_image;uniform sampler2D u_color_ramp;uniform float u_opacity;varying vec2 v_pos;void main() {float t=texture2D(u_image,v_pos).r;vec4 color=texture2D(u_color_ramp,vec2(t,0.5));gl_FragColor=color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(0.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;attribute vec2 a_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos*u_world,0,1);v_pos.x=a_pos.x;v_pos.y=1.0-a_pos.y;}\"),rr=_r(\"varying float v_placed;varying float v_notUsed;void main() {float alpha=0.5;gl_FragColor=vec4(1.0,0.0,0.0,1.0)*alpha;if (v_placed > 0.5) {gl_FragColor=vec4(0.0,0.0,1.0,0.5)*alpha;}if (v_notUsed > 0.5) {gl_FragColor*=.1;}}\",\"attribute vec2 a_pos;attribute vec2 a_anchor_pos;attribute vec2 a_extrude;attribute vec2 a_placed;attribute vec2 a_shift;uniform mat4 u_matrix;uniform vec2 u_extrude_scale;uniform float u_camera_to_center_distance;varying float v_placed;varying float v_notUsed;void main() {vec4 projectedPoint=u_matrix*vec4(a_anchor_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);gl_Position=u_matrix*vec4(a_pos,0.0,1.0);gl_Position.xy+=(a_extrude+a_shift)*u_extrude_scale*gl_Position.w*collision_perspective_ratio;v_placed=a_placed.x;v_notUsed=a_placed.y;}\"),nr=_r(\"varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;void main() {float alpha=0.5*min(v_perspective_ratio,1.0);float stroke_radius=0.9*max(v_perspective_ratio,1.0);float distance_to_center=length(v_extrude);float distance_to_edge=abs(distance_to_center-v_radius);float opacity_t=smoothstep(-stroke_radius,0.0,-distance_to_edge);vec4 color=mix(vec4(0.0,0.0,1.0,0.5),vec4(1.0,0.0,0.0,1.0),v_collision);gl_FragColor=color*alpha*opacity_t;}\",\"attribute vec2 a_pos;attribute float a_radius;attribute vec2 a_flags;uniform mat4 u_matrix;uniform mat4 u_inv_matrix;uniform vec2 u_viewport_size;uniform float u_camera_to_center_distance;varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;vec3 toTilePosition(vec2 screenPos) {vec4 rayStart=u_inv_matrix*vec4(screenPos,-1.0,1.0);vec4 rayEnd  =u_inv_matrix*vec4(screenPos, 1.0,1.0);rayStart.xyz/=rayStart.w;rayEnd.xyz  /=rayEnd.w;highp float t=(0.0-rayStart.z)/(rayEnd.z-rayStart.z);return mix(rayStart.xyz,rayEnd.xyz,t);}void main() {vec2 quadCenterPos=a_pos;float radius=a_radius;float collision=a_flags.x;float vertexIdx=a_flags.y;vec2 quadVertexOffset=vec2(mix(-1.0,1.0,float(vertexIdx >=2.0)),mix(-1.0,1.0,float(vertexIdx >=1.0 && vertexIdx <=2.0)));vec2 quadVertexExtent=quadVertexOffset*radius;vec3 tilePos=toTilePosition(quadCenterPos);vec4 clipPos=u_matrix*vec4(tilePos,1.0);highp float camera_to_anchor_distance=clipPos.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);float padding_factor=1.2;v_radius=radius;v_extrude=quadVertexExtent*padding_factor;v_perspective_ratio=collision_perspective_ratio;v_collision=collision;gl_Position=vec4(clipPos.xyz/clipPos.w,1.0)+vec4(quadVertexExtent*padding_factor/u_viewport_size*2.0,0.0,0.0);}\"),ir=_r(\"uniform highp vec4 u_color;uniform sampler2D u_overlay;varying vec2 v_uv;void main() {vec4 overlay_color=texture2D(u_overlay,v_uv);gl_FragColor=mix(u_color,overlay_color,overlay_color.a);}\",\"attribute vec2 a_pos;varying vec2 v_uv;uniform mat4 u_matrix;uniform float u_overlay_scale;void main() {v_uv=a_pos/8192.0;gl_Position=u_matrix*vec4(a_pos*u_overlay_scale,0,1);}\"),ar=_r(\"#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_FragColor=color*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);}\"),or=_r(\"varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=outline_color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;uniform vec2 u_world;varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),sr=_r(\"uniform vec2 u_texsize;uniform sampler2D u_image;uniform float u_fade;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);float dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=mix(color1,color2,u_fade)*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;gl_Position=u_matrix*vec4(a_pos,0,1);vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,a_pos);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),lr=_r(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_fade)*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileZoomRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileZoomRatio,a_pos);}\"),ur=_r(\"varying vec4 v_color;void main() {gl_FragColor=v_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;uniform float u_vertical_gradient;uniform lowp float u_opacity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec4 v_color;\\n#pragma mapbox: define highp float base\\n#pragma mapbox: define highp float height\\n#pragma mapbox: define highp vec4 color\\nvoid main() {\\n#pragma mapbox: initialize highp float base\\n#pragma mapbox: initialize highp float height\\n#pragma mapbox: initialize highp vec4 color\\nvec3 normal=a_normal_ed.xyz;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);gl_Position=u_matrix*vec4(a_pos,t > 0.0 ? height : base,1);float colorvalue=color.r*0.2126+color.g*0.7152+color.b*0.0722;v_color=vec4(0.0,0.0,0.0,1.0);vec4 ambientlight=vec4(0.03,0.03,0.03,1.0);color+=ambientlight;float directional=clamp(dot(normal/16384.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((1.0-colorvalue+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_color.r+=clamp(color.r*directional*u_lightcolor.r,mix(0.0,0.3,1.0-u_lightcolor.r),1.0);v_color.g+=clamp(color.g*directional*u_lightcolor.g,mix(0.0,0.3,1.0-u_lightcolor.g),1.0);v_color.b+=clamp(color.b*directional*u_lightcolor.b,mix(0.0,0.3,1.0-u_lightcolor.b),1.0);v_color*=u_opacity;}\"),cr=_r(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);vec4 mixedColor=mix(color1,color2,u_fade);gl_FragColor=mixedColor*v_lighting;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_height_factor;uniform vec3 u_scale;uniform float u_vertical_gradient;uniform lowp float u_opacity;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec3 normal=a_normal_ed.xyz;float edgedistance=a_normal_ed.w;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);float z=t > 0.0 ? height : base;gl_Position=u_matrix*vec4(a_pos,z,1);vec2 pos=normal.x==1.0 && normal.y==0.0 && normal.z==16384.0\\n? a_pos\\n: vec2(edgedistance,z*u_height_factor);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,pos);v_lighting=vec4(0.0,0.0,0.0,1.0);float directional=clamp(dot(normal/16383.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((0.5+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_lighting.rgb+=clamp(directional*u_lightcolor,mix(vec3(0.0),vec3(0.3),1.0-u_lightcolor),vec3(1.0));v_lighting*=u_opacity;}\"),fr=_r(\"#ifdef GL_ES\\nprecision highp float;\\n#endif\\nuniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_dimension;uniform float u_zoom;uniform float u_maxzoom;uniform vec4 u_unpack;float getElevation(vec2 coord,float bias) {vec4 data=texture2D(u_image,coord)*255.0;data.a=-1.0;return dot(data,u_unpack)/4.0;}void main() {vec2 epsilon=1.0/u_dimension;float a=getElevation(v_pos+vec2(-epsilon.x,-epsilon.y),0.0);float b=getElevation(v_pos+vec2(0,-epsilon.y),0.0);float c=getElevation(v_pos+vec2(epsilon.x,-epsilon.y),0.0);float d=getElevation(v_pos+vec2(-epsilon.x,0),0.0);float e=getElevation(v_pos,0.0);float f=getElevation(v_pos+vec2(epsilon.x,0),0.0);float g=getElevation(v_pos+vec2(-epsilon.x,epsilon.y),0.0);float h=getElevation(v_pos+vec2(0,epsilon.y),0.0);float i=getElevation(v_pos+vec2(epsilon.x,epsilon.y),0.0);float exaggeration=u_zoom < 2.0 ? 0.4 : u_zoom < 4.5 ? 0.35 : 0.3;vec2 deriv=vec2((c+f+f+i)-(a+d+d+g),(g+h+h+i)-(a+b+b+c))/ pow(2.0,(u_zoom-u_maxzoom)*exaggeration+19.2562-u_zoom);gl_FragColor=clamp(vec4(deriv.x/2.0+0.5,deriv.y/2.0+0.5,1.0,1.0),0.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_dimension;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);highp vec2 epsilon=1.0/u_dimension;float scale=(u_dimension.x-2.0)/u_dimension.x;v_pos=(a_texture_pos/8192.0)*scale+epsilon;}\"),hr=_r(\"uniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_latrange;uniform vec2 u_light;uniform vec4 u_shadow;uniform vec4 u_highlight;uniform vec4 u_accent;\\n#define PI 3.141592653589793\\nvoid main() {vec4 pixel=texture2D(u_image,v_pos);vec2 deriv=((pixel.rg*2.0)-1.0);float scaleFactor=cos(radians((u_latrange[0]-u_latrange[1])*(1.0-v_pos.y)+u_latrange[1]));float slope=atan(1.25*length(deriv)/scaleFactor);float aspect=deriv.x !=0.0 ? atan(deriv.y,-deriv.x) : PI/2.0*(deriv.y > 0.0 ? 1.0 :-1.0);float intensity=u_light.x;float azimuth=u_light.y+PI;float base=1.875-intensity*1.75;float maxValue=0.5*PI;float scaledSlope=intensity !=0.5 ? ((pow(base,slope)-1.0)/(pow(base,maxValue)-1.0))*maxValue : slope;float accent=cos(scaledSlope);vec4 accent_color=(1.0-accent)*u_accent*clamp(intensity*2.0,0.0,1.0);float shade=abs(mod((aspect+azimuth)/PI+0.5,2.0)-1.0);vec4 shade_color=mix(u_shadow,u_highlight,shade)*sin(scaledSlope)*clamp(intensity*2.0,0.0,1.0);gl_FragColor=accent_color*(1.0-shade_color.a)+shade_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos=a_texture_pos/8192.0;}\"),pr=_r(\"uniform lowp float u_device_pixel_ratio;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform vec2 u_units_to_pixels;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_linesofar;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),dr=_r(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);vec4 color=texture2D(u_image,vec2(v_lineprogress,0.5));gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define MAX_LINE_DISTANCE 32767.0\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_lineprogress=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0/MAX_LINE_DISTANCE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),vr=_r(\"uniform lowp float u_device_pixel_ratio;uniform vec2 u_texsize;uniform float u_fade;uniform mediump vec3 u_scale;uniform sampler2D u_image;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;vec2 pattern_size_a=vec2(display_size_a.x*fromScale/tileZoomRatio,display_size_a.y);vec2 pattern_size_b=vec2(display_size_b.x*toScale/tileZoomRatio,display_size_b.y);float aspect_a=display_size_a.y/v_width;float aspect_b=display_size_b.y/v_width;float dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float x_a=mod(v_linesofar/pattern_size_a.x*aspect_a,1.0);float x_b=mod(v_linesofar/pattern_size_b.x*aspect_b,1.0);float y=0.5*v_normal.y+0.5;vec2 texel_size=1.0/u_texsize;vec2 pos_a=mix(pattern_tl_a*texel_size-texel_size,pattern_br_a*texel_size+texel_size,vec2(x_a,y));vec2 pos_b=mix(pattern_tl_b*texel_size-texel_size,pattern_br_b*texel_size+texel_size,vec2(x_b,y));vec4 color=mix(texture2D(u_image,pos_a),texture2D(u_image,pos_b),u_fade);gl_FragColor=color*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform vec2 u_units_to_pixels;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_linesofar=a_linesofar;v_width2=vec2(outset,inset);v_width=floorwidth;}\"),gr=_r(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;uniform float u_sdfgamma;uniform float u_mix;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float sdfdist_a=texture2D(u_image,v_tex_a).a;float sdfdist_b=texture2D(u_image,v_tex_b).a;float sdfdist=mix(sdfdist_a,sdfdist_b,u_mix);alpha*=smoothstep(0.5-u_sdfgamma/floorwidth,0.5+u_sdfgamma/floorwidth,sdfdist);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_patternscale_a;uniform float u_tex_y_a;uniform vec2 u_patternscale_b;uniform float u_tex_y_b;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_tex_a=vec2(a_linesofar*u_patternscale_a.x/floorwidth,normal.y*u_patternscale_a.y+u_tex_y_a);v_tex_b=vec2(a_linesofar*u_patternscale_b.x/floorwidth,normal.y*u_patternscale_b.y+u_tex_y_b);v_width2=vec2(outset,inset);}\"),yr=_r(\"uniform float u_fade_t;uniform float u_opacity;uniform sampler2D u_image0;uniform sampler2D u_image1;varying vec2 v_pos0;varying vec2 v_pos1;uniform float u_brightness_low;uniform float u_brightness_high;uniform float u_saturation_factor;uniform float u_contrast_factor;uniform vec3 u_spin_weights;void main() {vec4 color0=texture2D(u_image0,v_pos0);vec4 color1=texture2D(u_image1,v_pos1);if (color0.a > 0.0) {color0.rgb=color0.rgb/color0.a;}if (color1.a > 0.0) {color1.rgb=color1.rgb/color1.a;}vec4 color=mix(color0,color1,u_fade_t);color.a*=u_opacity;vec3 rgb=color.rgb;rgb=vec3(dot(rgb,u_spin_weights.xyz),dot(rgb,u_spin_weights.zxy),dot(rgb,u_spin_weights.yzx));float average=(color.r+color.g+color.b)/3.0;rgb+=(average-rgb)*u_saturation_factor;rgb=(rgb-0.5)*u_contrast_factor+0.5;vec3 u_high_vec=vec3(u_brightness_low,u_brightness_low,u_brightness_low);vec3 u_low_vec=vec3(u_brightness_high,u_brightness_high,u_brightness_high);gl_FragColor=vec4(mix(u_high_vec,u_low_vec,rgb)*color.a,color.a);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_tl_parent;uniform float u_scale_parent;uniform float u_buffer_scale;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos0;varying vec2 v_pos1;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos0=(((a_texture_pos/8192.0)-0.5)/u_buffer_scale )+0.5;v_pos1=(v_pos0*u_scale_parent)+u_tl_parent;}\"),mr=_r(\"uniform sampler2D u_texture;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nlowp float alpha=opacity*v_fade_opacity;gl_FragColor=texture2D(u_texture,v_tex)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform highp float u_camera_to_center_distance;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform float u_fade_change;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform vec2 u_texsize;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;vec2 a_minFontScale=a_pixeloffset.zw/256.0;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*max(a_minFontScale,fontScale)+a_pxoffset/16.0),0.0,1.0);v_tex=a_tex/u_texsize;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;v_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));}\"),xr=_r(\"#define SDF_PX 8.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;uniform bool u_is_text;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat EDGE_GAMMA=0.105/u_device_pixel_ratio;vec2 tex=v_data0.xy;float gamma_scale=v_data1.x;float size=v_data1.y;float fade_opacity=v_data1[2];float fontScale=u_is_text ? size/24.0 : size;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale+a_pxoffset),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0=a_tex/u_texsize;v_data1=vec3(gamma_scale,size,interpolated_fade_opacity);}\"),br=_r(\"#define SDF_PX 8.0\\n#define SDF 1.0\\n#define ICON 0.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform sampler2D u_texture_icon;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat fade_opacity=v_data1[2];if (v_data1.w==ICON) {vec2 tex_icon=v_data0.zw;lowp float alpha=opacity*fade_opacity;gl_FragColor=texture2D(u_texture_icon,tex_icon)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\nreturn;}vec2 tex=v_data0.xy;float EDGE_GAMMA=0.105/u_device_pixel_ratio;float gamma_scale=v_data1.x;float size=v_data1.y;float fontScale=size/24.0;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;uniform vec2 u_texsize_icon;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);float is_sdf=a_size[0]-2.0*a_size_min;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=size/24.0;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0.xy=a_tex/u_texsize;v_data0.zw=a_tex/u_texsize_icon;v_data1=vec4(gamma_scale,size,interpolated_fade_opacity,is_sdf);}\");function _r(t,e){var r=/#pragma mapbox: ([\\w]+) ([\\w]+) ([\\w]+) ([\\w]+)/g,n={};return{fragmentSource:t=t.replace(r,(function(t,e,r,i,a){return n[a]=!0,\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nvarying \"+r+\" \"+i+\" \"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"\\n#ifdef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\"})),vertexSource:e=e.replace(r,(function(t,e,r,i,a){var o=\"float\"===i?\"vec2\":\"vec4\",s=a.match(/color/)?\"color\":o;return n[a]?\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nuniform lowp float u_\"+a+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+a+\";\\nvarying \"+r+\" \"+i+\" \"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+a+\" = a_\"+a+\";\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+a+\" = unpack_mix_\"+s+\"(a_\"+a+\", u_\"+a+\"_t);\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nuniform lowp float u_\"+a+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = a_\"+a+\";\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = unpack_mix_\"+s+\"(a_\"+a+\", u_\"+a+\"_t);\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\"}))}}var wr=Object.freeze({__proto__:null,prelude:Xe,background:Je,backgroundPattern:Ke,circle:$e,clippingMask:Qe,heatmap:tr,heatmapTexture:er,collisionBox:rr,collisionCircle:nr,debug:ir,fill:ar,fillOutline:or,fillOutlinePattern:sr,fillPattern:lr,fillExtrusion:ur,fillExtrusionPattern:cr,hillshadePrepare:fr,hillshade:hr,line:pr,lineGradient:dr,linePattern:vr,lineSDF:gr,raster:yr,symbolIcon:mr,symbolSDF:xr,symbolTextAndIcon:br}),Tr=function(){this.boundProgram=null,this.boundLayoutVertexBuffer=null,this.boundPaintVertexBuffers=[],this.boundIndexBuffer=null,this.boundVertexOffset=null,this.boundDynamicVertexBuffer=null,this.vao=null};Tr.prototype.bind=function(t,e,r,n,i,a,o,s){this.context=t;for(var l=this.boundPaintVertexBuffers.length!==n.length,u=0;!l&&u<n.length;u++)this.boundPaintVertexBuffers[u]!==n[u]&&(l=!0);var c=!this.vao||this.boundProgram!==e||this.boundLayoutVertexBuffer!==r||l||this.boundIndexBuffer!==i||this.boundVertexOffset!==a||this.boundDynamicVertexBuffer!==o||this.boundDynamicVertexBuffer2!==s;!t.extVertexArrayObject||c?this.freshBind(e,r,n,i,a,o,s):(t.bindVertexArrayOES.set(this.vao),o&&o.bind(),i&&i.dynamicDraw&&i.bind(),s&&s.bind())},Tr.prototype.freshBind=function(t,e,r,n,i,a,o){var s,l=t.numAttributes,u=this.context,c=u.gl;if(u.extVertexArrayObject)this.vao&&this.destroy(),this.vao=u.extVertexArrayObject.createVertexArrayOES(),u.bindVertexArrayOES.set(this.vao),s=0,this.boundProgram=t,this.boundLayoutVertexBuffer=e,this.boundPaintVertexBuffers=r,this.boundIndexBuffer=n,this.boundVertexOffset=i,this.boundDynamicVertexBuffer=a,this.boundDynamicVertexBuffer2=o;else{s=u.currentNumAttributes||0;for(var f=l;f<s;f++)c.disableVertexAttribArray(f)}e.enableAttributes(c,t);for(var h=0,p=r;h<p.length;h+=1)p[h].enableAttributes(c,t);a&&a.enableAttributes(c,t),o&&o.enableAttributes(c,t),e.bind(),e.setVertexAttribPointers(c,t,i);for(var d=0,v=r;d<v.length;d+=1){var g=v[d];g.bind(),g.setVertexAttribPointers(c,t,i)}a&&(a.bind(),a.setVertexAttribPointers(c,t,i)),n&&n.bind(),o&&(o.bind(),o.setVertexAttribPointers(c,t,i)),u.currentNumAttributes=l},Tr.prototype.destroy=function(){this.vao&&(this.context.extVertexArrayObject.deleteVertexArrayOES(this.vao),this.vao=null)};var kr=function(t,e,r,n,i){var a=t.gl;this.program=a.createProgram();var o=r?r.defines():[];i&&o.push(\"#define OVERDRAW_INSPECTOR;\");var s=o.concat(Xe.fragmentSource,e.fragmentSource).join(\"\\n\"),l=o.concat(Xe.vertexSource,e.vertexSource).join(\"\\n\"),u=a.createShader(a.FRAGMENT_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(u,s),a.compileShader(u),a.attachShader(this.program,u);var c=a.createShader(a.VERTEX_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(c,l),a.compileShader(c),a.attachShader(this.program,c);for(var f=r?r.layoutAttributes:[],h=0;h<f.length;h++)a.bindAttribLocation(this.program,h,f[h].name);a.linkProgram(this.program),a.deleteShader(c),a.deleteShader(u),this.numAttributes=a.getProgramParameter(this.program,a.ACTIVE_ATTRIBUTES),this.attributes={};for(var p={},d=0;d<this.numAttributes;d++){var v=a.getActiveAttrib(this.program,d);v&&(this.attributes[v.name]=a.getAttribLocation(this.program,v.name))}for(var g=a.getProgramParameter(this.program,a.ACTIVE_UNIFORMS),y=0;y<g;y++){var m=a.getActiveUniform(this.program,y);m&&(p[m.name]=a.getUniformLocation(this.program,m.name))}this.fixedUniforms=n(t,p),this.binderUniforms=r?r.getUniforms(t,p):[]}}};function Ar(t,e,r){var n=1/ge(r,1,e.transform.tileZoom),i=Math.pow(2,r.tileID.overscaledZ),a=r.tileSize*Math.pow(2,e.transform.tileZoom)/i,o=a*(r.tileID.canonical.x+r.tileID.wrap*i),s=a*r.tileID.canonical.y;return{u_image:0,u_texsize:r.imageAtlasTexture.size,u_scale:[n,t.fromScale,t.toScale],u_fade:t.t,u_pixel_coord_upper:[o>>16,s>>16],u_pixel_coord_lower:[65535&o,65535&s]}}kr.prototype.draw=function(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v){var g,y=t.gl;if(!this.failedToCreate){for(var m in t.program.set(this.program),t.setDepthMode(r),t.setStencilMode(n),t.setColorMode(i),t.setCullFace(a),this.fixedUniforms)this.fixedUniforms[m].set(o[m]);p&&p.setUniforms(t,this.binderUniforms,f,{zoom:h});for(var x=(g={},g[y.LINES]=2,g[y.TRIANGLES]=3,g[y.LINE_STRIP]=1,g)[e],b=0,_=c.get();b<_.length;b+=1){var w=_[b],T=w.vaos||(w.vaos={});(T[s]||(T[s]=new Tr)).bind(t,this,l,p?p.getPaintVertexBuffers():[],u,w.vertexOffset,d,v),y.drawElements(e,w.primitiveLength*x,y.UNSIGNED_SHORT,w.primitiveOffset*x*2)}}};var Mr=function(e,r,n,i){var a=r.style.light,o=a.properties.get(\"position\"),s=[o.x,o.y,o.z],l=t.create$1();\"viewport\"===a.properties.get(\"anchor\")&&t.fromRotation(l,-r.transform.angle),t.transformMat3(s,s,l);var u=a.properties.get(\"color\");return{u_matrix:e,u_lightpos:s,u_lightintensity:a.properties.get(\"intensity\"),u_lightcolor:[u.r,u.g,u.b],u_vertical_gradient:+n,u_opacity:i}},Sr=function(e,r,n,i,a,o,s){return t.extend(Mr(e,r,n,i),Ar(o,r,s),{u_height_factor:-Math.pow(2,a.overscaledZ)/s.tileSize/8})},Er=function(t){return{u_matrix:t}},Lr=function(e,r,n,i){return t.extend(Er(e),Ar(n,r,i))},Cr=function(t,e){return{u_matrix:t,u_world:e}},Pr=function(e,r,n,i,a){return t.extend(Lr(e,r,n,i),{u_world:a})},Or=function(e,r,n,i){var a,o,s=e.transform;if(\"map\"===i.paint.get(\"circle-pitch-alignment\")){var l=ge(n,1,s.zoom);a=!0,o=[l,l]}else a=!1,o=s.pixelsToGLUnits;return{u_camera_to_center_distance:s.cameraToCenterDistance,u_scale_with_map:+(\"map\"===i.paint.get(\"circle-pitch-scale\")),u_matrix:e.translatePosMatrix(r.posMatrix,n,i.paint.get(\"circle-translate\"),i.paint.get(\"circle-translate-anchor\")),u_pitch_with_map:+a,u_device_pixel_ratio:t.browser.devicePixelRatio,u_extrude_scale:o}},Ir=function(t,e,r){var n=ge(r,1,e.zoom),i=Math.pow(2,e.zoom-r.tileID.overscaledZ),a=r.tileID.overscaleFactor();return{u_matrix:t,u_camera_to_center_distance:e.cameraToCenterDistance,u_pixels_to_tile_units:n,u_extrude_scale:[e.pixelsToGLUnits[0]/(n*i),e.pixelsToGLUnits[1]/(n*i)],u_overscale_factor:a}},Dr=function(t,e,r){return{u_matrix:t,u_inv_matrix:e,u_camera_to_center_distance:r.cameraToCenterDistance,u_viewport_size:[r.width,r.height]}},zr=function(t,e,r){return void 0===r&&(r=1),{u_matrix:t,u_color:e,u_overlay:0,u_overlay_scale:r}},Rr=function(t){return{u_matrix:t}},Fr=function(t,e,r,n){return{u_matrix:t,u_extrude_scale:ge(e,1,r),u_intensity:n}},Br=function(e,r,n,i){var a=t.create();t.ortho(a,0,e.width,e.height,0,0,1);var o=e.context.gl;return{u_matrix:a,u_world:[o.drawingBufferWidth,o.drawingBufferHeight],u_image:n,u_color_ramp:i,u_opacity:r.paint.get(\"heatmap-opacity\")}},Nr=function(e,r,n){var i=n.paint.get(\"hillshade-shadow-color\"),a=n.paint.get(\"hillshade-highlight-color\"),o=n.paint.get(\"hillshade-accent-color\"),s=n.paint.get(\"hillshade-illumination-direction\")*(Math.PI/180);\"viewport\"===n.paint.get(\"hillshade-illumination-anchor\")&&(s-=e.transform.angle);var l,u,c,f=!e.options.moving;return{u_matrix:e.transform.calculatePosMatrix(r.tileID.toUnwrapped(),f),u_image:0,u_latrange:(l=r.tileID,u=Math.pow(2,l.canonical.z),c=l.canonical.y,[new t.MercatorCoordinate(0,c/u).toLngLat().lat,new t.MercatorCoordinate(0,(c+1)/u).toLngLat().lat]),u_light:[n.paint.get(\"hillshade-exaggeration\"),s],u_shadow:i,u_highlight:a,u_accent:o}},jr=function(e,r,n){var i=r.stride,a=t.create();return t.ortho(a,0,t.EXTENT,-t.EXTENT,0,0,1),t.translate(a,a,[0,-t.EXTENT,0]),{u_matrix:a,u_image:1,u_dimension:[i,i],u_zoom:e.overscaledZ,u_maxzoom:n,u_unpack:r.getUnpackVector()}};var Ur=function(e,r,n){var i=e.transform;return{u_matrix:Zr(e,r,n),u_ratio:1/ge(r,1,i.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_units_to_pixels:[1/i.pixelsToGLUnits[0],1/i.pixelsToGLUnits[1]]}},Vr=function(e,r,n){return t.extend(Ur(e,r,n),{u_image:0})},Hr=function(e,r,n,i){var a=e.transform,o=Gr(r,a);return{u_matrix:Zr(e,r,n),u_texsize:r.imageAtlasTexture.size,u_ratio:1/ge(r,1,a.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_image:0,u_scale:[o,i.fromScale,i.toScale],u_fade:i.t,u_units_to_pixels:[1/a.pixelsToGLUnits[0],1/a.pixelsToGLUnits[1]]}},qr=function(e,r,n,i,a){var o=e.transform,s=e.lineAtlas,l=Gr(r,o),u=\"round\"===n.layout.get(\"line-cap\"),c=s.getDash(i.from,u),f=s.getDash(i.to,u),h=c.width*a.fromScale,p=f.width*a.toScale;return t.extend(Ur(e,r,n),{u_patternscale_a:[l/h,-c.height/2],u_patternscale_b:[l/p,-f.height/2],u_sdfgamma:s.width/(256*Math.min(h,p)*t.browser.devicePixelRatio)/2,u_image:0,u_tex_y_a:c.y,u_tex_y_b:f.y,u_mix:a.t})};function Gr(t,e){return 1/ge(t,1,e.tileZoom)}function Zr(t,e,r){return t.translatePosMatrix(e.tileID.posMatrix,e,r.paint.get(\"line-translate\"),r.paint.get(\"line-translate-anchor\"))}var Yr=function(t,e,r,n,i){return{u_matrix:t,u_tl_parent:e,u_scale_parent:r,u_buffer_scale:1,u_fade_t:n.mix,u_opacity:n.opacity*i.paint.get(\"raster-opacity\"),u_image0:0,u_image1:1,u_brightness_low:i.paint.get(\"raster-brightness-min\"),u_brightness_high:i.paint.get(\"raster-brightness-max\"),u_saturation_factor:(o=i.paint.get(\"raster-saturation\"),o>0?1-1/(1.001-o):-o),u_contrast_factor:(a=i.paint.get(\"raster-contrast\"),a>0?1/(1-a):1+a),u_spin_weights:Wr(i.paint.get(\"raster-hue-rotate\"))};var a,o};function Wr(t){t*=Math.PI/180;var e=Math.sin(t),r=Math.cos(t);return[(2*r+1)/3,(-Math.sqrt(3)*e-r+1)/3,(Math.sqrt(3)*e-r+1)/3]}var Xr,Jr=function(t,e,r,n,i,a,o,s,l,u){var c=i.transform;return{u_is_size_zoom_constant:+(\"constant\"===t||\"source\"===t),u_is_size_feature_constant:+(\"constant\"===t||\"camera\"===t),u_size_t:e?e.uSizeT:0,u_size:e?e.uSize:0,u_camera_to_center_distance:c.cameraToCenterDistance,u_pitch:c.pitch/360*2*Math.PI,u_rotate_symbol:+r,u_aspect_ratio:c.width/c.height,u_fade_change:i.options.fadeDuration?i.symbolFadeChange:1,u_matrix:a,u_label_plane_matrix:o,u_coord_matrix:s,u_is_text:+l,u_pitch_with_map:+n,u_texsize:u,u_texture:0}},Kr=function(e,r,n,i,a,o,s,l,u,c,f){var h=a.transform;return t.extend(Jr(e,r,n,i,a,o,s,l,u,c),{u_gamma_scale:i?Math.cos(h._pitch)*h.cameraToCenterDistance:1,u_device_pixel_ratio:t.browser.devicePixelRatio,u_is_halo:+f})},$r=function(e,r,n,i,a,o,s,l,u,c){return t.extend(Kr(e,r,n,i,a,o,s,l,!0,u,!0),{u_texsize_icon:c,u_texture_icon:1})},Qr=function(t,e,r){return{u_matrix:t,u_opacity:e,u_color:r}},tn=function(e,r,n,i,a,o){return t.extend(function(t,e,r,n){var i=r.imageManager.getPattern(t.from.toString()),a=r.imageManager.getPattern(t.to.toString()),o=r.imageManager.getPixelSize(),s=o.width,l=o.height,u=Math.pow(2,n.tileID.overscaledZ),c=n.tileSize*Math.pow(2,r.transform.tileZoom)/u,f=c*(n.tileID.canonical.x+n.tileID.wrap*u),h=c*n.tileID.canonical.y;return{u_image:0,u_pattern_tl_a:i.tl,u_pattern_br_a:i.br,u_pattern_tl_b:a.tl,u_pattern_br_b:a.br,u_texsize:[s,l],u_mix:e.t,u_pattern_size_a:i.displaySize,u_pattern_size_b:a.displaySize,u_scale_a:e.fromScale,u_scale_b:e.toScale,u_tile_units_to_pixels:1/ge(n,1,r.transform.tileZoom),u_pixel_coord_upper:[f>>16,h>>16],u_pixel_coord_lower:[65535&f,65535&h]}}(i,o,n,a),{u_matrix:e,u_opacity:r})},en={fillExtrusion:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fillExtrusionPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_height_factor:new t.Uniform1f(e,r.u_height_factor),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fill:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},fillPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},fillOutline:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world)}},fillOutlinePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},circle:function(e,r){return{u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_scale_with_map:new t.Uniform1i(e,r.u_scale_with_map),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},collisionBox:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pixels_to_tile_units:new t.Uniform1f(e,r.u_pixels_to_tile_units),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_overscale_factor:new t.Uniform1f(e,r.u_overscale_factor)}},collisionCircle:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_inv_matrix:new t.UniformMatrix4f(e,r.u_inv_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_viewport_size:new t.Uniform2f(e,r.u_viewport_size)}},debug:function(e,r){return{u_color:new t.UniformColor(e,r.u_color),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_overlay:new t.Uniform1i(e,r.u_overlay),u_overlay_scale:new t.Uniform1f(e,r.u_overlay_scale)}},clippingMask:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmap:function(e,r){return{u_extrude_scale:new t.Uniform1f(e,r.u_extrude_scale),u_intensity:new t.Uniform1f(e,r.u_intensity),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmapTexture:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_color_ramp:new t.Uniform1i(e,r.u_color_ramp),u_opacity:new t.Uniform1f(e,r.u_opacity)}},hillshade:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_latrange:new t.Uniform2f(e,r.u_latrange),u_light:new t.Uniform2f(e,r.u_light),u_shadow:new t.UniformColor(e,r.u_shadow),u_highlight:new t.UniformColor(e,r.u_highlight),u_accent:new t.UniformColor(e,r.u_accent)}},hillshadePrepare:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_dimension:new t.Uniform2f(e,r.u_dimension),u_zoom:new t.Uniform1f(e,r.u_zoom),u_maxzoom:new t.Uniform1f(e,r.u_maxzoom),u_unpack:new t.Uniform4f(e,r.u_unpack)}},line:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels)}},lineGradient:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_image:new t.Uniform1i(e,r.u_image)}},linePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_texsize:new t.Uniform2f(e,r.u_texsize),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_image:new t.Uniform1i(e,r.u_image),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},lineSDF:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_patternscale_a:new t.Uniform2f(e,r.u_patternscale_a),u_patternscale_b:new t.Uniform2f(e,r.u_patternscale_b),u_sdfgamma:new t.Uniform1f(e,r.u_sdfgamma),u_image:new t.Uniform1i(e,r.u_image),u_tex_y_a:new t.Uniform1f(e,r.u_tex_y_a),u_tex_y_b:new t.Uniform1f(e,r.u_tex_y_b),u_mix:new t.Uniform1f(e,r.u_mix)}},raster:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_tl_parent:new t.Uniform2f(e,r.u_tl_parent),u_scale_parent:new t.Uniform1f(e,r.u_scale_parent),u_buffer_scale:new t.Uniform1f(e,r.u_buffer_scale),u_fade_t:new t.Uniform1f(e,r.u_fade_t),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image0:new t.Uniform1i(e,r.u_image0),u_image1:new t.Uniform1i(e,r.u_image1),u_brightness_low:new t.Uniform1f(e,r.u_brightness_low),u_brightness_high:new t.Uniform1f(e,r.u_brightness_high),u_saturation_factor:new t.Uniform1f(e,r.u_saturation_factor),u_contrast_factor:new t.Uniform1f(e,r.u_contrast_factor),u_spin_weights:new t.Uniform3f(e,r.u_spin_weights)}},symbolIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture)}},symbolSDF:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},symbolTextAndIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texsize_icon:new t.Uniform2f(e,r.u_texsize_icon),u_texture:new t.Uniform1i(e,r.u_texture),u_texture_icon:new t.Uniform1i(e,r.u_texture_icon),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},background:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_color:new t.UniformColor(e,r.u_color)}},backgroundPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image:new t.Uniform1i(e,r.u_image),u_pattern_tl_a:new t.Uniform2f(e,r.u_pattern_tl_a),u_pattern_br_a:new t.Uniform2f(e,r.u_pattern_br_a),u_pattern_tl_b:new t.Uniform2f(e,r.u_pattern_tl_b),u_pattern_br_b:new t.Uniform2f(e,r.u_pattern_br_b),u_texsize:new t.Uniform2f(e,r.u_texsize),u_mix:new t.Uniform1f(e,r.u_mix),u_pattern_size_a:new t.Uniform2f(e,r.u_pattern_size_a),u_pattern_size_b:new t.Uniform2f(e,r.u_pattern_size_b),u_scale_a:new t.Uniform1f(e,r.u_scale_a),u_scale_b:new t.Uniform1f(e,r.u_scale_b),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_tile_units_to_pixels:new t.Uniform1f(e,r.u_tile_units_to_pixels)}}};function rn(e,r,n,i,a,o,s){for(var l=e.context,u=l.gl,c=e.useProgram(\"collisionBox\"),f=[],h=0,p=0,d=0;d<i.length;d++){var v=i[d],g=r.getTile(v),y=g.getBucket(n);if(y){var m=v.posMatrix;0===a[0]&&0===a[1]||(m=e.translatePosMatrix(v.posMatrix,g,a,o));var x=s?y.textCollisionBox:y.iconCollisionBox,b=y.collisionCircleArray;if(b.length>0){var _=t.create(),w=m;t.mul(_,y.placementInvProjMatrix,e.transform.glCoordMatrix),t.mul(_,_,y.placementViewportMatrix),f.push({circleArray:b,circleOffset:p,transform:w,invTransform:_}),p=h+=b.length/4}x&&c.draw(l,u.LINES,Mt.disabled,Et.disabled,e.colorModeForRenderPass(),Ct.disabled,Ir(m,e.transform,g),n.id,x.layoutVertexBuffer,x.indexBuffer,x.segments,null,e.transform.zoom,null,null,x.collisionVertexBuffer)}}if(s&&f.length){var T=e.useProgram(\"collisionCircle\"),k=new t.StructArrayLayout2f1f2i16;k.resize(4*h),k._trim();for(var A=0,M=0,S=f;M<S.length;M+=1)for(var E=S[M],L=0;L<E.circleArray.length/4;L++){var C=4*L,P=E.circleArray[C+0],O=E.circleArray[C+1],I=E.circleArray[C+2],D=E.circleArray[C+3];k.emplace(A++,P,O,I,D,0),k.emplace(A++,P,O,I,D,1),k.emplace(A++,P,O,I,D,2),k.emplace(A++,P,O,I,D,3)}(!Xr||Xr.length<2*h)&&(Xr=function(e){var r=2*e,n=new t.StructArrayLayout3ui6;n.resize(r),n._trim();for(var i=0;i<r;i++){var a=6*i;n.uint16[a+0]=4*i+0,n.uint16[a+1]=4*i+1,n.uint16[a+2]=4*i+2,n.uint16[a+3]=4*i+2,n.uint16[a+4]=4*i+3,n.uint16[a+5]=4*i+0}return n}(h));for(var z=l.createIndexBuffer(Xr,!0),R=l.createVertexBuffer(k,t.collisionCircleLayout.members,!0),F=0,B=f;F<B.length;F+=1){var N=B[F],j=Dr(N.transform,N.invTransform,e.transform);T.draw(l,u.TRIANGLES,Mt.disabled,Et.disabled,e.colorModeForRenderPass(),Ct.disabled,j,n.id,R,z,t.SegmentVector.simpleSegment(0,2*N.circleOffset,N.circleArray.length,N.circleArray.length/2),null,e.transform.zoom,null,null,null)}R.destroy(),z.destroy()}}var nn=t.identity(new Float32Array(16));function an(e,r,n,i,a,o){var s=t.getAnchorAlignment(e),l=-(s.horizontalAlign-.5)*r,u=-(s.verticalAlign-.5)*n,c=t.evaluateVariableOffset(e,i);return new t.Point((l/a+c[0])*o,(u/a+c[1])*o)}function on(e,r,n,i,a,o,s,l,u,c,f){var h=e.text.placedSymbolArray,p=e.text.dynamicLayoutVertexArray,d=e.icon.dynamicLayoutVertexArray,v={};p.clear();for(var g=0;g<h.length;g++){var y=h.get(g),m=e.allowVerticalPlacement&&!y.placedOrientation,x=y.hidden||!y.crossTileID||m?null:i[y.crossTileID];if(x){var b=new t.Point(y.anchorX,y.anchorY),_=re(b,n?l:s),w=ne(o.cameraToCenterDistance,_.signedDistanceFromCamera),T=a.evaluateSizeForFeature(e.textSizeData,c,y)*w/t.ONE_EM;n&&(T*=e.tilePixelRatio/u);for(var k=x.width,A=x.height,M=an(x.anchor,k,A,x.textOffset,x.textBoxScale,T),S=n?re(b.add(M),s).point:_.point.add(r?M.rotate(-o.angle):M),E=e.allowVerticalPlacement&&y.placedOrientation===t.WritingMode.vertical?Math.PI/2:0,L=0;L<y.numGlyphs;L++)t.addDynamicAttributes(p,S,E);f&&y.associatedIconIndex>=0&&(v[y.associatedIconIndex]={shiftedAnchor:S,angle:E})}else he(y.numGlyphs,p)}if(f){d.clear();for(var C=e.icon.placedSymbolArray,P=0;P<C.length;P++){var O=C.get(P);if(O.hidden)he(O.numGlyphs,d);else{var I=v[P];if(I)for(var D=0;D<O.numGlyphs;D++)t.addDynamicAttributes(d,I.shiftedAnchor,I.angle);else he(O.numGlyphs,d)}}e.icon.dynamicLayoutVertexBuffer.updateData(d)}e.text.dynamicLayoutVertexBuffer.updateData(p)}function sn(t,e,r){return r.iconsInText&&e?\"symbolTextAndIcon\":t?\"symbolSDF\":\"symbolIcon\"}function ln(e,r,n,i,a,o,s,l,u,c,f,h){for(var p=e.context,d=p.gl,v=e.transform,g=\"map\"===l,y=\"map\"===u,m=g&&\"point\"!==n.layout.get(\"symbol-placement\"),x=g&&!y&&!m,b=void 0!==n.layout.get(\"symbol-sort-key\").constantOr(1),_=e.depthModeForSublayer(0,Mt.ReadOnly),w=n.layout.get(\"text-variable-anchor\"),T=[],k=0,A=i;k<A.length;k+=1){var M=A[k],S=r.getTile(M),E=S.getBucket(n);if(E){var L=a?E.text:E.icon;if(L&&L.segments.get().length){var C=L.programConfigurations.get(n.id),P=a||E.sdfIcons,O=a?E.textSizeData:E.iconSizeData,I=y||0!==v.pitch,D=e.useProgram(sn(P,a,E),C),z=t.evaluateSizeForZoom(O,v.zoom),R=void 0,F=[0,0],B=void 0,N=void 0,j=null,U=void 0;if(a){if(B=S.glyphAtlasTexture,N=d.LINEAR,R=S.glyphAtlasTexture.size,E.iconsInText){F=S.imageAtlasTexture.size,j=S.imageAtlasTexture;var V=\"composite\"===O.kind||\"camera\"===O.kind;U=I||e.options.rotating||e.options.zooming||V?d.LINEAR:d.NEAREST}}else{var H=1!==n.layout.get(\"icon-size\").constantOr(0)||E.iconsNeedLinear;B=S.imageAtlasTexture,N=P||e.options.rotating||e.options.zooming||H||I?d.LINEAR:d.NEAREST,R=S.imageAtlasTexture.size}var q=ge(S,1,e.transform.zoom),G=te(M.posMatrix,y,g,e.transform,q),Z=ee(M.posMatrix,y,g,e.transform,q),Y=w&&E.hasTextData(),W=\"none\"!==n.layout.get(\"icon-text-fit\")&&Y&&E.hasIconData();m&&ae(E,M.posMatrix,e,a,G,Z,y,c);var X=e.translatePosMatrix(M.posMatrix,S,o,s),J=m||a&&w||W?nn:G,K=e.translatePosMatrix(Z,S,o,s,!0),$=P&&0!==n.paint.get(a?\"text-halo-width\":\"icon-halo-width\").constantOr(1),Q={program:D,buffers:L,uniformValues:P?E.iconsInText?$r(O.kind,z,x,y,e,X,J,K,R,F):Kr(O.kind,z,x,y,e,X,J,K,a,R,!0):Jr(O.kind,z,x,y,e,X,J,K,a,R),atlasTexture:B,atlasTextureIcon:j,atlasInterpolation:N,atlasInterpolationIcon:U,isSDF:P,hasHalo:$};if(b)for(var tt=0,et=L.segments.get();tt<et.length;tt+=1){var rt=et[tt];T.push({segments:new t.SegmentVector([rt]),sortKey:rt.sortKey,state:Q})}else T.push({segments:L.segments,sortKey:0,state:Q})}}}b&&T.sort((function(t,e){return t.sortKey-e.sortKey}));for(var nt=0,it=T;nt<it.length;nt+=1){var at=it[nt],ot=at.state;if(p.activeTexture.set(d.TEXTURE0),ot.atlasTexture.bind(ot.atlasInterpolation,d.CLAMP_TO_EDGE),ot.atlasTextureIcon&&(p.activeTexture.set(d.TEXTURE1),ot.atlasTextureIcon&&ot.atlasTextureIcon.bind(ot.atlasInterpolationIcon,d.CLAMP_TO_EDGE)),ot.isSDF){var st=ot.uniformValues;ot.hasHalo&&(st.u_is_halo=1,un(ot.buffers,at.segments,n,e,ot.program,_,f,h,st)),st.u_is_halo=0}un(ot.buffers,at.segments,n,e,ot.program,_,f,h,ot.uniformValues)}}function un(t,e,r,n,i,a,o,s,l){var u=n.context,c=u.gl;i.draw(u,c.TRIANGLES,a,o,s,Ct.disabled,l,r.id,t.layoutVertexBuffer,t.indexBuffer,e,r.paint,n.transform.zoom,t.programConfigurations.get(r.id),t.dynamicLayoutVertexBuffer,t.opacityVertexBuffer)}function cn(t,e,r,n,i,a,o){var s,l,u,c,f,h=t.context.gl,p=r.paint.get(\"fill-pattern\"),d=p&&p.constantOr(1),v=r.getCrossfadeParameters();o?(l=d&&!r.getPaintProperty(\"fill-outline-color\")?\"fillOutlinePattern\":\"fillOutline\",s=h.LINES):(l=d?\"fillPattern\":\"fill\",s=h.TRIANGLES);for(var g=0,y=n;g<y.length;g+=1){var m=y[g],x=e.getTile(m);if(!d||x.patternsLoaded()){var b=x.getBucket(r);if(b){var _=b.programConfigurations.get(r.id),w=t.useProgram(l,_);d&&(t.context.activeTexture.set(h.TEXTURE0),x.imageAtlasTexture.bind(h.LINEAR,h.CLAMP_TO_EDGE),_.updatePaintBuffers(v));var T=p.constantOr(null);if(T&&x.imageAtlas){var k=x.imageAtlas,A=k.patternPositions[T.to.toString()],M=k.patternPositions[T.from.toString()];A&&M&&_.setConstantPatternPositions(A,M)}var S=t.translatePosMatrix(m.posMatrix,x,r.paint.get(\"fill-translate\"),r.paint.get(\"fill-translate-anchor\"));if(o){c=b.indexBuffer2,f=b.segments2;var E=[h.drawingBufferWidth,h.drawingBufferHeight];u=\"fillOutlinePattern\"===l&&d?Pr(S,t,v,x,E):Cr(S,E)}else c=b.indexBuffer,f=b.segments,u=d?Lr(S,t,v,x):Er(S);w.draw(t.context,s,i,t.stencilModeForClipping(m),a,Ct.disabled,u,r.id,b.layoutVertexBuffer,c,f,r.paint,t.transform.zoom,_)}}}}function fn(t,e,r,n,i,a,o){for(var s=t.context,l=s.gl,u=r.paint.get(\"fill-extrusion-pattern\"),c=u.constantOr(1),f=r.getCrossfadeParameters(),h=r.paint.get(\"fill-extrusion-opacity\"),p=0,d=n;p<d.length;p+=1){var v=d[p],g=e.getTile(v),y=g.getBucket(r);if(y){var m=y.programConfigurations.get(r.id),x=t.useProgram(c?\"fillExtrusionPattern\":\"fillExtrusion\",m);c&&(t.context.activeTexture.set(l.TEXTURE0),g.imageAtlasTexture.bind(l.LINEAR,l.CLAMP_TO_EDGE),m.updatePaintBuffers(f));var b=u.constantOr(null);if(b&&g.imageAtlas){var _=g.imageAtlas,w=_.patternPositions[b.to.toString()],T=_.patternPositions[b.from.toString()];w&&T&&m.setConstantPatternPositions(w,T)}var k=t.translatePosMatrix(v.posMatrix,g,r.paint.get(\"fill-extrusion-translate\"),r.paint.get(\"fill-extrusion-translate-anchor\")),A=r.paint.get(\"fill-extrusion-vertical-gradient\"),M=c?Sr(k,t,A,h,v,f,g):Mr(k,t,A,h);x.draw(s,s.gl.TRIANGLES,i,a,o,Ct.backCCW,M,r.id,y.layoutVertexBuffer,y.indexBuffer,y.segments,r.paint,t.transform.zoom,m)}}}function hn(t,e,r,n,i,a){var o=t.context,s=o.gl,l=e.fbo;if(l){var u=t.useProgram(\"hillshade\");o.activeTexture.set(s.TEXTURE0),s.bindTexture(s.TEXTURE_2D,l.colorAttachment.get());var c=Nr(t,e,r);u.draw(o,s.TRIANGLES,n,i,a,Ct.disabled,c,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}}function pn(e,r,n,i,a,o,s){var l=e.context,u=l.gl,c=r.dem;if(c&&c.data){var f=c.dim,h=c.stride,p=c.getPixels();if(l.activeTexture.set(u.TEXTURE1),l.pixelStoreUnpackPremultiplyAlpha.set(!1),r.demTexture=r.demTexture||e.getTileTexture(h),r.demTexture){var d=r.demTexture;d.update(p,{premultiply:!1}),d.bind(u.NEAREST,u.CLAMP_TO_EDGE)}else r.demTexture=new t.Texture(l,p,u.RGBA,{premultiply:!1}),r.demTexture.bind(u.NEAREST,u.CLAMP_TO_EDGE);l.activeTexture.set(u.TEXTURE0);var v=r.fbo;if(!v){var g=new t.Texture(l,{width:f,height:f,data:null},u.RGBA);g.bind(u.LINEAR,u.CLAMP_TO_EDGE),(v=r.fbo=l.createFramebuffer(f,f,!0)).colorAttachment.set(g.texture)}l.bindFramebuffer.set(v.framebuffer),l.viewport.set([0,0,f,f]),e.useProgram(\"hillshadePrepare\").draw(l,u.TRIANGLES,a,o,s,Ct.disabled,jr(r.tileID,c,i),n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments),r.needsHillshadePrepare=!1}}function dn(e,r,n,i,a){var o=i.paint.get(\"raster-fade-duration\");if(o>0){var s=t.browser.now(),l=(s-e.timeAdded)/o,u=r?(s-r.timeAdded)/o:-1,c=n.getSource(),f=a.coveringZoomLevel({tileSize:c.tileSize,roundZoom:c.roundZoom}),h=!r||Math.abs(r.tileID.overscaledZ-f)>Math.abs(e.tileID.overscaledZ-f),p=h&&e.refreshedUponExpiration?1:t.clamp(h?l:1-u,0,1);return e.refreshedUponExpiration&&l>=1&&(e.refreshedUponExpiration=!1),r?{opacity:1,mix:1-p}:{opacity:p,mix:0}}return{opacity:1,mix:0}}var vn=new t.Color(1,0,0,1),gn=new t.Color(0,1,0,1),yn=new t.Color(0,0,1,1),mn=new t.Color(1,0,1,1),xn=new t.Color(0,1,1,1);function bn(t){var e=t.transform.padding;_n(t,t.transform.height-(e.top||0),3,vn),_n(t,e.bottom||0,3,gn),wn(t,e.left||0,3,yn),wn(t,t.transform.width-(e.right||0),3,mn);var r=t.transform.centerPoint;!function(t,e,r,n){var i=20,a=2;Tn(t,e-a/2,r-i/2,a,i,n),Tn(t,e-i/2,r-a/2,i,a,n)}(t,r.x,t.transform.height-r.y,xn)}function _n(t,e,r,n){Tn(t,0,e+r/2,t.transform.width,r,n)}function wn(t,e,r,n){Tn(t,e-r/2,0,r,t.transform.height,n)}function Tn(e,r,n,i,a,o){var s=e.context,l=s.gl;l.enable(l.SCISSOR_TEST),l.scissor(r*t.browser.devicePixelRatio,n*t.browser.devicePixelRatio,i*t.browser.devicePixelRatio,a*t.browser.devicePixelRatio),s.clear({color:o}),l.disable(l.SCISSOR_TEST)}function kn(e,r,n){var i=e.context,a=i.gl,o=n.posMatrix,s=e.useProgram(\"debug\"),l=Mt.disabled,u=Et.disabled,c=e.colorModeForRenderPass(),f=\"$debug\";i.activeTexture.set(a.TEXTURE0),e.emptyTexture.bind(a.LINEAR,a.CLAMP_TO_EDGE),s.draw(i,a.LINE_STRIP,l,u,c,Ct.disabled,zr(o,t.Color.red),f,e.debugBuffer,e.tileBorderIndexBuffer,e.debugSegments);var h=r.getTileByID(n.key).latestRawTileData,p=h&&h.byteLength||0,d=Math.floor(p/1024),v=r.getTile(n).tileSize,g=512/Math.min(v,512)*(n.overscaledZ/e.transform.zoom)*.5,y=n.canonical.toString();n.overscaledZ!==n.canonical.z&&(y+=\" => \"+n.overscaledZ),function(t,e){t.initDebugOverlayCanvas();var r=t.debugOverlayCanvas,n=t.context.gl,i=t.debugOverlayCanvas.getContext(\"2d\");i.clearRect(0,0,r.width,r.height),i.shadowColor=\"white\",i.shadowBlur=2,i.lineWidth=1.5,i.strokeStyle=\"white\",i.textBaseline=\"top\",i.font=\"bold 36px Open Sans, sans-serif\",i.fillText(e,5,5),i.strokeText(e,5,5),t.debugOverlayTexture.update(r),t.debugOverlayTexture.bind(n.LINEAR,n.CLAMP_TO_EDGE)}(e,y+\" \"+d+\"kb\"),s.draw(i,a.TRIANGLES,l,u,Lt.alphaBlended,Ct.disabled,zr(o,t.Color.transparent,g),f,e.debugBuffer,e.quadTriangleIndexBuffer,e.debugSegments)}var An={symbol:function(e,r,n,i,a){if(\"translucent\"===e.renderPass){var o=Et.disabled,s=e.colorModeForRenderPass();n.layout.get(\"text-variable-anchor\")&&function(e,r,n,i,a,o,s){for(var l=r.transform,u=\"map\"===a,c=\"map\"===o,f=0,h=e;f<h.length;f+=1){var p=h[f],d=i.getTile(p),v=d.getBucket(n);if(v&&v.text&&v.text.segments.get().length){var g=v.textSizeData,y=t.evaluateSizeForZoom(g,l.zoom),m=ge(d,1,r.transform.zoom),x=te(p.posMatrix,c,u,r.transform,m),b=\"none\"!==n.layout.get(\"icon-text-fit\")&&v.hasIconData();if(y){var _=Math.pow(2,l.zoom-d.tileID.overscaledZ);on(v,u,c,s,t.symbolSize,l,x,p.posMatrix,_,y,b)}}}}(i,e,n,r,n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),a),0!==n.paint.get(\"icon-opacity\").constantOr(1)&&ln(e,r,n,i,!1,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),n.layout.get(\"icon-rotation-alignment\"),n.layout.get(\"icon-pitch-alignment\"),n.layout.get(\"icon-keep-upright\"),o,s),0!==n.paint.get(\"text-opacity\").constantOr(1)&&ln(e,r,n,i,!0,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),n.layout.get(\"text-keep-upright\"),o,s),r.map.showCollisionBoxes&&(rn(e,r,n,i,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),!0),rn(e,r,n,i,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),!1))}},circle:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"circle-opacity\"),o=n.paint.get(\"circle-stroke-width\"),s=n.paint.get(\"circle-stroke-opacity\"),l=void 0!==n.layout.get(\"circle-sort-key\").constantOr(1);if(0!==a.constantOr(1)||0!==o.constantOr(1)&&0!==s.constantOr(1)){for(var u=e.context,c=u.gl,f=e.depthModeForSublayer(0,Mt.ReadOnly),h=Et.disabled,p=e.colorModeForRenderPass(),d=[],v=0;v<i.length;v++){var g=i[v],y=r.getTile(g),m=y.getBucket(n);if(m){var x=m.programConfigurations.get(n.id),b={programConfiguration:x,program:e.useProgram(\"circle\",x),layoutVertexBuffer:m.layoutVertexBuffer,indexBuffer:m.indexBuffer,uniformValues:Or(e,g,y,n)};if(l)for(var _=0,w=m.segments.get();_<w.length;_+=1){var T=w[_];d.push({segments:new t.SegmentVector([T]),sortKey:T.sortKey,state:b})}else d.push({segments:m.segments,sortKey:0,state:b})}}l&&d.sort((function(t,e){return t.sortKey-e.sortKey}));for(var k=0,A=d;k<A.length;k+=1){var M=A[k],S=M.state,E=S.programConfiguration,L=S.program,C=S.layoutVertexBuffer,P=S.indexBuffer,O=S.uniformValues,I=M.segments;L.draw(u,c.TRIANGLES,f,h,p,Ct.disabled,O,n.id,C,P,I,n.paint,e.transform.zoom,E)}}}},heatmap:function(e,r,n,i){if(0!==n.paint.get(\"heatmap-opacity\"))if(\"offscreen\"===e.renderPass){var a=e.context,o=a.gl,s=Et.disabled,l=new Lt([o.ONE,o.ONE],t.Color.transparent,[!0,!0,!0,!0]);(function(t,e,r){var n=t.gl;t.activeTexture.set(n.TEXTURE1),t.viewport.set([0,0,e.width/4,e.height/4]);var i=r.heatmapFbo;if(i)n.bindTexture(n.TEXTURE_2D,i.colorAttachment.get()),t.bindFramebuffer.set(i.framebuffer);else{var a=n.createTexture();n.bindTexture(n.TEXTURE_2D,a),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,n.LINEAR),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,n.LINEAR),i=r.heatmapFbo=t.createFramebuffer(e.width/4,e.height/4,!1),function(t,e,r,n){var i=t.gl,a=t.extRenderToTextureHalfFloat?t.extTextureHalfFloat.HALF_FLOAT_OES:i.UNSIGNED_BYTE;i.texImage2D(i.TEXTURE_2D,0,i.RGBA,e.width/4,e.height/4,0,i.RGBA,a,null),n.colorAttachment.set(r)}(t,e,a,i)}})(a,e,n),a.clear({color:t.Color.transparent});for(var u=0;u<i.length;u++){var c=i[u];if(!r.hasRenderableParent(c)){var f=r.getTile(c),h=f.getBucket(n);if(h){var p=h.programConfigurations.get(n.id),d=e.useProgram(\"heatmap\",p),v=e.transform.zoom;d.draw(a,o.TRIANGLES,Mt.disabled,s,l,Ct.disabled,Fr(c.posMatrix,f,v,n.paint.get(\"heatmap-intensity\")),n.id,h.layoutVertexBuffer,h.indexBuffer,h.segments,n.paint,e.transform.zoom,p)}}}a.viewport.set([0,0,e.width,e.height])}else\"translucent\"===e.renderPass&&(e.context.setColorMode(e.colorModeForRenderPass()),function(e,r){var n=e.context,i=n.gl,a=r.heatmapFbo;if(a){n.activeTexture.set(i.TEXTURE0),i.bindTexture(i.TEXTURE_2D,a.colorAttachment.get()),n.activeTexture.set(i.TEXTURE1);var o=r.colorRampTexture;o||(o=r.colorRampTexture=new t.Texture(n,r.colorRamp,i.RGBA)),o.bind(i.LINEAR,i.CLAMP_TO_EDGE),e.useProgram(\"heatmapTexture\").draw(n,i.TRIANGLES,Mt.disabled,Et.disabled,e.colorModeForRenderPass(),Ct.disabled,Br(e,r,0,1),r.id,e.viewportBuffer,e.quadTriangleIndexBuffer,e.viewportSegments,r.paint,e.transform.zoom)}}(e,n))},line:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"line-opacity\"),o=n.paint.get(\"line-width\");if(0!==a.constantOr(1)&&0!==o.constantOr(1)){var s=e.depthModeForSublayer(0,Mt.ReadOnly),l=e.colorModeForRenderPass(),u=n.paint.get(\"line-dasharray\"),c=n.paint.get(\"line-pattern\"),f=c.constantOr(1),h=n.paint.get(\"line-gradient\"),p=n.getCrossfadeParameters(),d=f?\"linePattern\":u?\"lineSDF\":h?\"lineGradient\":\"line\",v=e.context,g=v.gl,y=!0;if(h){v.activeTexture.set(g.TEXTURE0);var m=n.gradientTexture;if(!n.gradient)return;m||(m=n.gradientTexture=new t.Texture(v,n.gradient,g.RGBA)),m.bind(g.LINEAR,g.CLAMP_TO_EDGE)}for(var x=0,b=i;x<b.length;x+=1){var _=b[x],w=r.getTile(_);if(!f||w.patternsLoaded()){var T=w.getBucket(n);if(T){var k=T.programConfigurations.get(n.id),A=e.context.program.get(),M=e.useProgram(d,k),S=y||M.program!==A,E=c.constantOr(null);if(E&&w.imageAtlas){var L=w.imageAtlas,C=L.patternPositions[E.to.toString()],P=L.patternPositions[E.from.toString()];C&&P&&k.setConstantPatternPositions(C,P)}var O=f?Hr(e,w,n,p):u?qr(e,w,n,u,p):h?Vr(e,w,n):Ur(e,w,n);f?(v.activeTexture.set(g.TEXTURE0),w.imageAtlasTexture.bind(g.LINEAR,g.CLAMP_TO_EDGE),k.updatePaintBuffers(p)):u&&(S||e.lineAtlas.dirty)&&(v.activeTexture.set(g.TEXTURE0),e.lineAtlas.bind(v)),M.draw(v,g.TRIANGLES,s,e.stencilModeForClipping(_),l,Ct.disabled,O,n.id,T.layoutVertexBuffer,T.indexBuffer,T.segments,n.paint,e.transform.zoom,k),y=!1}}}}}},fill:function(e,r,n,i){var a=n.paint.get(\"fill-color\"),o=n.paint.get(\"fill-opacity\");if(0!==o.constantOr(1)){var s=e.colorModeForRenderPass(),l=n.paint.get(\"fill-pattern\"),u=e.opaquePassEnabledForLayer()&&!l.constantOr(1)&&1===a.constantOr(t.Color.transparent).a&&1===o.constantOr(0)?\"opaque\":\"translucent\";if(e.renderPass===u){var c=e.depthModeForSublayer(1,\"opaque\"===e.renderPass?Mt.ReadWrite:Mt.ReadOnly);cn(e,r,n,i,c,s,!1)}if(\"translucent\"===e.renderPass&&n.paint.get(\"fill-antialias\")){var f=e.depthModeForSublayer(n.getPaintProperty(\"fill-outline-color\")?2:0,Mt.ReadOnly);cn(e,r,n,i,f,s,!0)}}},\"fill-extrusion\":function(t,e,r,n){var i=r.paint.get(\"fill-extrusion-opacity\");if(0!==i&&\"translucent\"===t.renderPass){var a=new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D);if(1!==i||r.paint.get(\"fill-extrusion-pattern\").constantOr(1))fn(t,e,r,n,a,Et.disabled,Lt.disabled),fn(t,e,r,n,a,t.stencilModeFor3D(),t.colorModeForRenderPass());else{var o=t.colorModeForRenderPass();fn(t,e,r,n,a,Et.disabled,o)}}},hillshade:function(t,e,r,n){if(\"offscreen\"===t.renderPass||\"translucent\"===t.renderPass){for(var i=t.context,a=e.getSource().maxzoom,o=t.depthModeForSublayer(0,Mt.ReadOnly),s=t.colorModeForRenderPass(),l=\"translucent\"===t.renderPass?t.stencilConfigForOverlap(n):[{},n],u=l[0],c=0,f=l[1];c<f.length;c+=1){var h=f[c],p=e.getTile(h);p.needsHillshadePrepare&&\"offscreen\"===t.renderPass?pn(t,p,r,a,o,Et.disabled,s):\"translucent\"===t.renderPass&&hn(t,p,r,o,u[h.overscaledZ],s)}i.viewport.set([0,0,t.width,t.height])}},raster:function(t,e,r,n){if(\"translucent\"===t.renderPass&&0!==r.paint.get(\"raster-opacity\")&&n.length)for(var i=t.context,a=i.gl,o=e.getSource(),s=t.useProgram(\"raster\"),l=t.colorModeForRenderPass(),u=o instanceof I?[{},n]:t.stencilConfigForOverlap(n),c=u[0],f=u[1],h=f[f.length-1].overscaledZ,p=!t.options.moving,d=0,v=f;d<v.length;d+=1){var g=v[d],y=t.depthModeForSublayer(g.overscaledZ-h,1===r.paint.get(\"raster-opacity\")?Mt.ReadWrite:Mt.ReadOnly,a.LESS),m=e.getTile(g),x=t.transform.calculatePosMatrix(g.toUnwrapped(),p);m.registerFadeDuration(r.paint.get(\"raster-fade-duration\"));var b=e.findLoadedParent(g,0),_=dn(m,b,e,r,t.transform),w=void 0,T=void 0,k=\"nearest\"===r.paint.get(\"raster-resampling\")?a.NEAREST:a.LINEAR;i.activeTexture.set(a.TEXTURE0),m.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),i.activeTexture.set(a.TEXTURE1),b?(b.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),w=Math.pow(2,b.tileID.overscaledZ-m.tileID.overscaledZ),T=[m.tileID.canonical.x*w%1,m.tileID.canonical.y*w%1]):m.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST);var A=Yr(x,T||[0,0],w||1,_,r);o instanceof I?s.draw(i,a.TRIANGLES,y,Et.disabled,l,Ct.disabled,A,r.id,o.boundsBuffer,t.quadTriangleIndexBuffer,o.boundsSegments):s.draw(i,a.TRIANGLES,y,c[g.overscaledZ],l,Ct.disabled,A,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}},background:function(t,e,r){var n=r.paint.get(\"background-color\"),i=r.paint.get(\"background-opacity\");if(0!==i){var a=t.context,o=a.gl,s=t.transform,l=s.tileSize,u=r.paint.get(\"background-pattern\");if(!t.isPatternMissing(u)){var c=!u&&1===n.a&&1===i&&t.opaquePassEnabledForLayer()?\"opaque\":\"translucent\";if(t.renderPass===c){var f=Et.disabled,h=t.depthModeForSublayer(0,\"opaque\"===c?Mt.ReadWrite:Mt.ReadOnly),p=t.colorModeForRenderPass(),d=t.useProgram(u?\"backgroundPattern\":\"background\"),v=s.coveringTiles({tileSize:l});u&&(a.activeTexture.set(o.TEXTURE0),t.imageManager.bind(t.context));for(var g=r.getCrossfadeParameters(),y=0,m=v;y<m.length;y+=1){var x=m[y],b=t.transform.calculatePosMatrix(x.toUnwrapped()),_=u?tn(b,i,t,u,{tileID:x,tileSize:l},g):Qr(b,i,n);d.draw(a,o.TRIANGLES,h,f,p,Ct.disabled,_,r.id,t.tileExtentBuffer,t.quadTriangleIndexBuffer,t.tileExtentSegments)}}}}},debug:function(t,e,r){for(var n=0;n<r.length;n++)kn(t,e,r[n])},custom:function(t,e,r){var n=t.context,i=r.implementation;if(\"offscreen\"===t.renderPass){var a=i.prerender;a&&(t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),a.call(i,n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState())}else if(\"translucent\"===t.renderPass){t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),n.setStencilMode(Et.disabled);var o=\"3d\"===i.renderingMode?new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D):t.depthModeForSublayer(0,Mt.ReadOnly);n.setDepthMode(o),i.render(n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState(),n.bindFramebuffer.set(null)}}},Mn=function(t,e){this.context=new Pt(t),this.transform=e,this._tileTextures={},this.setup(),this.numSublayers=Ot.maxUnderzooming+Ot.maxOverzooming+1,this.depthEpsilon=1/Math.pow(2,16),this.crossTileSymbolIndex=new Ve,this.gpuTimers={}};Mn.prototype.resize=function(e,r){if(this.width=e*t.browser.devicePixelRatio,this.height=r*t.browser.devicePixelRatio,this.context.viewport.set([0,0,this.width,this.height]),this.style)for(var n=0,i=this.style._order;n<i.length;n+=1){var a=i[n];this.style._layers[a].resize()}},Mn.prototype.setup=function(){var e=this.context,r=new t.StructArrayLayout2i4;r.emplaceBack(0,0),r.emplaceBack(t.EXTENT,0),r.emplaceBack(0,t.EXTENT),r.emplaceBack(t.EXTENT,t.EXTENT),this.tileExtentBuffer=e.createVertexBuffer(r,We.members),this.tileExtentSegments=t.SegmentVector.simpleSegment(0,0,4,2);var n=new t.StructArrayLayout2i4;n.emplaceBack(0,0),n.emplaceBack(t.EXTENT,0),n.emplaceBack(0,t.EXTENT),n.emplaceBack(t.EXTENT,t.EXTENT),this.debugBuffer=e.createVertexBuffer(n,We.members),this.debugSegments=t.SegmentVector.simpleSegment(0,0,4,5);var i=new t.StructArrayLayout4i8;i.emplaceBack(0,0,0,0),i.emplaceBack(t.EXTENT,0,t.EXTENT,0),i.emplaceBack(0,t.EXTENT,0,t.EXTENT),i.emplaceBack(t.EXTENT,t.EXTENT,t.EXTENT,t.EXTENT),this.rasterBoundsBuffer=e.createVertexBuffer(i,O.members),this.rasterBoundsSegments=t.SegmentVector.simpleSegment(0,0,4,2);var a=new t.StructArrayLayout2i4;a.emplaceBack(0,0),a.emplaceBack(1,0),a.emplaceBack(0,1),a.emplaceBack(1,1),this.viewportBuffer=e.createVertexBuffer(a,We.members),this.viewportSegments=t.SegmentVector.simpleSegment(0,0,4,2);var o=new t.StructArrayLayout1ui2;o.emplaceBack(0),o.emplaceBack(1),o.emplaceBack(3),o.emplaceBack(2),o.emplaceBack(0),this.tileBorderIndexBuffer=e.createIndexBuffer(o);var s=new t.StructArrayLayout3ui6;s.emplaceBack(0,1,2),s.emplaceBack(2,1,3),this.quadTriangleIndexBuffer=e.createIndexBuffer(s),this.emptyTexture=new t.Texture(e,{width:1,height:1,data:new Uint8Array([0,0,0,0])},e.gl.RGBA);var l=this.context.gl;this.stencilClearMode=new Et({func:l.ALWAYS,mask:0},0,255,l.ZERO,l.ZERO,l.ZERO)},Mn.prototype.clearStencil=function(){var e=this.context,r=e.gl;this.nextStencilID=1,this.currentStencilSource=void 0;var n=t.create();t.ortho(n,0,this.width,this.height,0,0,1),t.scale(n,n,[r.drawingBufferWidth,r.drawingBufferHeight,0]),this.useProgram(\"clippingMask\").draw(e,r.TRIANGLES,Mt.disabled,this.stencilClearMode,Lt.disabled,Ct.disabled,Rr(n),\"$clipping\",this.viewportBuffer,this.quadTriangleIndexBuffer,this.viewportSegments)},Mn.prototype._renderTileClippingMasks=function(t,e){if(this.currentStencilSource!==t.source&&t.isTileClipped()&&e&&e.length){this.currentStencilSource=t.source;var r=this.context,n=r.gl;this.nextStencilID+e.length>256&&this.clearStencil(),r.setColorMode(Lt.disabled),r.setDepthMode(Mt.disabled);var i=this.useProgram(\"clippingMask\");this._tileClippingMaskIDs={};for(var a=0,o=e;a<o.length;a+=1){var s=o[a],l=this._tileClippingMaskIDs[s.key]=this.nextStencilID++;i.draw(r,n.TRIANGLES,Mt.disabled,new Et({func:n.ALWAYS,mask:0},l,255,n.KEEP,n.KEEP,n.REPLACE),Lt.disabled,Ct.disabled,Rr(s.posMatrix),\"$clipping\",this.tileExtentBuffer,this.quadTriangleIndexBuffer,this.tileExtentSegments)}}},Mn.prototype.stencilModeFor3D=function(){this.currentStencilSource=void 0,this.nextStencilID+1>256&&this.clearStencil();var t=this.nextStencilID++,e=this.context.gl;return new Et({func:e.NOTEQUAL,mask:255},t,255,e.KEEP,e.KEEP,e.REPLACE)},Mn.prototype.stencilModeForClipping=function(t){var e=this.context.gl;return new Et({func:e.EQUAL,mask:255},this._tileClippingMaskIDs[t.key],0,e.KEEP,e.KEEP,e.REPLACE)},Mn.prototype.stencilConfigForOverlap=function(t){var e,r=this.context.gl,n=t.sort((function(t,e){return e.overscaledZ-t.overscaledZ})),i=n[n.length-1].overscaledZ,a=n[0].overscaledZ-i+1;if(a>1){this.currentStencilSource=void 0,this.nextStencilID+a>256&&this.clearStencil();for(var o={},s=0;s<a;s++)o[s+i]=new Et({func:r.GEQUAL,mask:255},s+this.nextStencilID,255,r.KEEP,r.KEEP,r.REPLACE);return this.nextStencilID+=a,[o,n]}return[(e={},e[i]=Et.disabled,e),n]},Mn.prototype.colorModeForRenderPass=function(){var e=this.context.gl;if(this._showOverdrawInspector){var r=1/8;return new Lt([e.CONSTANT_COLOR,e.ONE],new t.Color(r,r,r,0),[!0,!0,!0,!0])}return\"opaque\"===this.renderPass?Lt.unblended:Lt.alphaBlended},Mn.prototype.depthModeForSublayer=function(t,e,r){if(!this.opaquePassEnabledForLayer())return Mt.disabled;var n=1-((1+this.currentLayer)*this.numSublayers+t)*this.depthEpsilon;return new Mt(r||this.context.gl.LEQUAL,e,[n,n])},Mn.prototype.opaquePassEnabledForLayer=function(){return this.currentLayer<this.opaquePassCutoff},Mn.prototype.render=function(e,r){var n=this;this.style=e,this.options=r,this.lineAtlas=e.lineAtlas,this.imageManager=e.imageManager,this.glyphManager=e.glyphManager,this.symbolFadeChange=e.placement.symbolFadeChange(t.browser.now()),this.imageManager.beginFrame();var i=this.style._order,a=this.style.sourceCaches;for(var o in a){var s=a[o];s.used&&s.prepare(this.context)}var l,u,c={},f={},h={};for(var p in a){var d=a[p];c[p]=d.getVisibleCoordinates(),f[p]=c[p].slice().reverse(),h[p]=d.getVisibleCoordinates(!0).reverse()}this.opaquePassCutoff=1/0;for(var v=0;v<i.length;v++){var g=i[v];if(this.style._layers[g].is3D()){this.opaquePassCutoff=v;break}}this.renderPass=\"offscreen\";for(var y=0,m=i;y<m.length;y+=1){var x=m[y],b=this.style._layers[x];if(b.hasOffscreenPass()&&!b.isHidden(this.transform.zoom)){var _=f[b.source];(\"custom\"===b.type||_.length)&&this.renderLayer(this,a[b.source],b,_)}}for(this.context.bindFramebuffer.set(null),this.context.clear({color:r.showOverdrawInspector?t.Color.black:t.Color.transparent,depth:1}),this.clearStencil(),this._showOverdrawInspector=r.showOverdrawInspector,this.depthRangeFor3D=[0,1-(e._order.length+2)*this.numSublayers*this.depthEpsilon],this.renderPass=\"opaque\",this.currentLayer=i.length-1;this.currentLayer>=0;this.currentLayer--){var w=this.style._layers[i[this.currentLayer]],T=a[w.source],k=c[w.source];this._renderTileClippingMasks(w,k),this.renderLayer(this,T,w,k)}for(this.renderPass=\"translucent\",this.currentLayer=0;this.currentLayer<i.length;this.currentLayer++){var A=this.style._layers[i[this.currentLayer]],M=a[A.source],S=(\"symbol\"===A.type?h:f)[A.source];this._renderTileClippingMasks(A,c[A.source]),this.renderLayer(this,M,A,S)}this.options.showTileBoundaries&&(t.values(this.style._layers).forEach((function(t){t.source&&!t.isHidden(n.transform.zoom)&&(t.source!==(u&&u.id)&&(u=n.style.sourceCaches[t.source]),(!l||l.getSource().maxzoom<u.getSource().maxzoom)&&(l=u))})),l&&An.debug(this,l,l.getVisibleCoordinates())),this.options.showPadding&&bn(this),this.context.setDefault()},Mn.prototype.renderLayer=function(t,e,r,n){r.isHidden(this.transform.zoom)||(\"background\"===r.type||\"custom\"===r.type||n.length)&&(this.id=r.id,this.gpuTimingStart(r),An[r.type](t,e,r,n,this.style.placement.variableOffsets),this.gpuTimingEnd())},Mn.prototype.gpuTimingStart=function(t){if(this.options.gpuTiming){var e=this.context.extTimerQuery,r=this.gpuTimers[t.id];r||(r=this.gpuTimers[t.id]={calls:0,cpuTime:0,query:e.createQueryEXT()}),r.calls++,e.beginQueryEXT(e.TIME_ELAPSED_EXT,r.query)}},Mn.prototype.gpuTimingEnd=function(){if(this.options.gpuTiming){var t=this.context.extTimerQuery;t.endQueryEXT(t.TIME_ELAPSED_EXT)}},Mn.prototype.collectGpuTimers=function(){var t=this.gpuTimers;return this.gpuTimers={},t},Mn.prototype.queryGpuTimers=function(t){var e={};for(var r in t){var n=t[r],i=this.context.extTimerQuery,a=i.getQueryObjectEXT(n.query,i.QUERY_RESULT_EXT)/1e6;i.deleteQueryEXT(n.query),e[r]=a}return e},Mn.prototype.translatePosMatrix=function(e,r,n,i,a){if(!n[0]&&!n[1])return e;var o=a?\"map\"===i?this.transform.angle:0:\"viewport\"===i?-this.transform.angle:0;if(o){var s=Math.sin(o),l=Math.cos(o);n=[n[0]*l-n[1]*s,n[0]*s+n[1]*l]}var u=[a?n[0]:ge(r,n[0],this.transform.zoom),a?n[1]:ge(r,n[1],this.transform.zoom),0],c=new Float32Array(16);return t.translate(c,e,u),c},Mn.prototype.saveTileTexture=function(t){var e=this._tileTextures[t.size[0]];e?e.push(t):this._tileTextures[t.size[0]]=[t]},Mn.prototype.getTileTexture=function(t){var e=this._tileTextures[t];return e&&e.length>0?e.pop():null},Mn.prototype.isPatternMissing=function(t){if(!t)return!1;if(!t.from||!t.to)return!0;var e=this.imageManager.getPattern(t.from.toString()),r=this.imageManager.getPattern(t.to.toString());return!e||!r},Mn.prototype.useProgram=function(t,e){this.cache=this.cache||{};var r=\"\"+t+(e?e.cacheKey:\"\")+(this._showOverdrawInspector?\"/overdraw\":\"\");return this.cache[r]||(this.cache[r]=new kr(this.context,wr[t],e,en[t],this._showOverdrawInspector)),this.cache[r]},Mn.prototype.setCustomLayerDefaults=function(){this.context.unbindVAO(),this.context.cullFace.setDefault(),this.context.activeTexture.setDefault(),this.context.pixelStoreUnpack.setDefault(),this.context.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.context.pixelStoreUnpackFlipY.setDefault()},Mn.prototype.setBaseState=function(){var t=this.context.gl;this.context.cullFace.set(!1),this.context.viewport.set([0,0,this.width,this.height]),this.context.blendEquation.set(t.FUNC_ADD)},Mn.prototype.initDebugOverlayCanvas=function(){if(null==this.debugOverlayCanvas){this.debugOverlayCanvas=t.window.document.createElement(\"canvas\"),this.debugOverlayCanvas.width=512,this.debugOverlayCanvas.height=512;var e=this.context.gl;this.debugOverlayTexture=new t.Texture(this.context,this.debugOverlayCanvas,e.RGBA)}},Mn.prototype.destroy=function(){this.emptyTexture.destroy(),this.debugOverlayTexture&&this.debugOverlayTexture.destroy()};var Sn=function(t,e){this.points=t,this.planes=e};Sn.fromInvProjectionMatrix=function(e,r,n){var i=Math.pow(2,n),a=[[-1,1,-1,1],[1,1,-1,1],[1,-1,-1,1],[-1,-1,-1,1],[-1,1,1,1],[1,1,1,1],[1,-1,1,1],[-1,-1,1,1]].map((function(r){return t.transformMat4([],r,e)})).map((function(e){return t.scale$1([],e,1/e[3]/r*i)})),o=[[0,1,2],[6,5,4],[0,3,7],[2,1,5],[3,2,6],[0,4,5]].map((function(e){var r=t.sub([],a[e[0]],a[e[1]]),n=t.sub([],a[e[2]],a[e[1]]),i=t.normalize([],t.cross([],r,n)),o=-t.dot(i,a[e[1]]);return i.concat(o)}));return new Sn(a,o)};var En=function(e,r){this.min=e,this.max=r,this.center=t.scale$2([],t.add([],this.min,this.max),.5)};En.prototype.quadrant=function(e){for(var r=[e%2==0,e<2],n=t.clone$2(this.min),i=t.clone$2(this.max),a=0;a<r.length;a++)n[a]=r[a]?this.min[a]:this.center[a],i[a]=r[a]?this.center[a]:this.max[a];return i[2]=this.max[2],new En(n,i)},En.prototype.distanceX=function(t){return Math.max(Math.min(this.max[0],t[0]),this.min[0])-t[0]},En.prototype.distanceY=function(t){return Math.max(Math.min(this.max[1],t[1]),this.min[1])-t[1]},En.prototype.intersects=function(e){for(var r=[[this.min[0],this.min[1],0,1],[this.max[0],this.min[1],0,1],[this.max[0],this.max[1],0,1],[this.min[0],this.max[1],0,1]],n=!0,i=0;i<e.planes.length;i++){for(var a=e.planes[i],o=0,s=0;s<r.length;s++)o+=t.dot$1(a,r[s])>=0;if(0===o)return 0;o!==r.length&&(n=!1)}if(n)return 2;for(var l=0;l<3;l++){for(var u=Number.MAX_VALUE,c=-Number.MAX_VALUE,f=0;f<e.points.length;f++){var h=e.points[f][l]-this.min[l];u=Math.min(u,h),c=Math.max(c,h)}if(c<0||u>this.max[l]-this.min[l])return 0}return 1};var Ln=function(t,e,r,n){if(void 0===t&&(t=0),void 0===e&&(e=0),void 0===r&&(r=0),void 0===n&&(n=0),isNaN(t)||t<0||isNaN(e)||e<0||isNaN(r)||r<0||isNaN(n)||n<0)throw new Error(\"Invalid value for edge-insets, top, bottom, left and right must all be numbers\");this.top=t,this.bottom=e,this.left=r,this.right=n};Ln.prototype.interpolate=function(e,r,n){return null!=r.top&&null!=e.top&&(this.top=t.number(e.top,r.top,n)),null!=r.bottom&&null!=e.bottom&&(this.bottom=t.number(e.bottom,r.bottom,n)),null!=r.left&&null!=e.left&&(this.left=t.number(e.left,r.left,n)),null!=r.right&&null!=e.right&&(this.right=t.number(e.right,r.right,n)),this},Ln.prototype.getCenter=function(e,r){var n=t.clamp((this.left+e-this.right)/2,0,e),i=t.clamp((this.top+r-this.bottom)/2,0,r);return new t.Point(n,i)},Ln.prototype.equals=function(t){return this.top===t.top&&this.bottom===t.bottom&&this.left===t.left&&this.right===t.right},Ln.prototype.clone=function(){return new Ln(this.top,this.bottom,this.left,this.right)},Ln.prototype.toJSON=function(){return{top:this.top,bottom:this.bottom,left:this.left,right:this.right}};var Cn=function(e,r,n,i,a){this.tileSize=512,this.maxValidLatitude=85.051129,this._renderWorldCopies=void 0===a||a,this._minZoom=e||0,this._maxZoom=r||22,this._minPitch=null==n?0:n,this._maxPitch=null==i?60:i,this.setMaxBounds(),this.width=0,this.height=0,this._center=new t.LngLat(0,0),this.zoom=0,this.angle=0,this._fov=.6435011087932844,this._pitch=0,this._unmodified=!0,this._edgeInsets=new Ln,this._posMatrixCache={},this._alignedPosMatrixCache={}},Pn={minZoom:{configurable:!0},maxZoom:{configurable:!0},minPitch:{configurable:!0},maxPitch:{configurable:!0},renderWorldCopies:{configurable:!0},worldSize:{configurable:!0},centerOffset:{configurable:!0},size:{configurable:!0},bearing:{configurable:!0},pitch:{configurable:!0},fov:{configurable:!0},zoom:{configurable:!0},center:{configurable:!0},padding:{configurable:!0},centerPoint:{configurable:!0},unmodified:{configurable:!0},point:{configurable:!0}};Cn.prototype.clone=function(){var t=new Cn(this._minZoom,this._maxZoom,this._minPitch,this.maxPitch,this._renderWorldCopies);return t.tileSize=this.tileSize,t.latRange=this.latRange,t.width=this.width,t.height=this.height,t._center=this._center,t.zoom=this.zoom,t.angle=this.angle,t._fov=this._fov,t._pitch=this._pitch,t._unmodified=this._unmodified,t._edgeInsets=this._edgeInsets.clone(),t._calcMatrices(),t},Pn.minZoom.get=function(){return this._minZoom},Pn.minZoom.set=function(t){this._minZoom!==t&&(this._minZoom=t,this.zoom=Math.max(this.zoom,t))},Pn.maxZoom.get=function(){return this._maxZoom},Pn.maxZoom.set=function(t){this._maxZoom!==t&&(this._maxZoom=t,this.zoom=Math.min(this.zoom,t))},Pn.minPitch.get=function(){return this._minPitch},Pn.minPitch.set=function(t){this._minPitch!==t&&(this._minPitch=t,this.pitch=Math.max(this.pitch,t))},Pn.maxPitch.get=function(){return this._maxPitch},Pn.maxPitch.set=function(t){this._maxPitch!==t&&(this._maxPitch=t,this.pitch=Math.min(this.pitch,t))},Pn.renderWorldCopies.get=function(){return this._renderWorldCopies},Pn.renderWorldCopies.set=function(t){void 0===t?t=!0:null===t&&(t=!1),this._renderWorldCopies=t},Pn.worldSize.get=function(){return this.tileSize*this.scale},Pn.centerOffset.get=function(){return this.centerPoint._sub(this.size._div(2))},Pn.size.get=function(){return new t.Point(this.width,this.height)},Pn.bearing.get=function(){return-this.angle/Math.PI*180},Pn.bearing.set=function(e){var r=-t.wrap(e,-180,180)*Math.PI/180;this.angle!==r&&(this._unmodified=!1,this.angle=r,this._calcMatrices(),this.rotationMatrix=t.create$2(),t.rotate(this.rotationMatrix,this.rotationMatrix,this.angle))},Pn.pitch.get=function(){return this._pitch/Math.PI*180},Pn.pitch.set=function(e){var r=t.clamp(e,this.minPitch,this.maxPitch)/180*Math.PI;this._pitch!==r&&(this._unmodified=!1,this._pitch=r,this._calcMatrices())},Pn.fov.get=function(){return this._fov/Math.PI*180},Pn.fov.set=function(t){t=Math.max(.01,Math.min(60,t)),this._fov!==t&&(this._unmodified=!1,this._fov=t/180*Math.PI,this._calcMatrices())},Pn.zoom.get=function(){return this._zoom},Pn.zoom.set=function(t){var e=Math.min(Math.max(t,this.minZoom),this.maxZoom);this._zoom!==e&&(this._unmodified=!1,this._zoom=e,this.scale=this.zoomScale(e),this.tileZoom=Math.floor(e),this.zoomFraction=e-this.tileZoom,this._constrain(),this._calcMatrices())},Pn.center.get=function(){return this._center},Pn.center.set=function(t){t.lat===this._center.lat&&t.lng===this._center.lng||(this._unmodified=!1,this._center=t,this._constrain(),this._calcMatrices())},Pn.padding.get=function(){return this._edgeInsets.toJSON()},Pn.padding.set=function(t){this._edgeInsets.equals(t)||(this._unmodified=!1,this._edgeInsets.interpolate(this._edgeInsets,t,1),this._calcMatrices())},Pn.centerPoint.get=function(){return this._edgeInsets.getCenter(this.width,this.height)},Cn.prototype.isPaddingEqual=function(t){return this._edgeInsets.equals(t)},Cn.prototype.interpolatePadding=function(t,e,r){this._unmodified=!1,this._edgeInsets.interpolate(t,e,r),this._constrain(),this._calcMatrices()},Cn.prototype.coveringZoomLevel=function(t){var e=(t.roundZoom?Math.round:Math.floor)(this.zoom+this.scaleZoom(this.tileSize/t.tileSize));return Math.max(0,e)},Cn.prototype.getVisibleUnwrappedCoordinates=function(e){var r=[new t.UnwrappedTileID(0,e)];if(this._renderWorldCopies)for(var n=this.pointCoordinate(new t.Point(0,0)),i=this.pointCoordinate(new t.Point(this.width,0)),a=this.pointCoordinate(new t.Point(this.width,this.height)),o=this.pointCoordinate(new t.Point(0,this.height)),s=Math.floor(Math.min(n.x,i.x,a.x,o.x)),l=Math.floor(Math.max(n.x,i.x,a.x,o.x)),u=s-1;u<=l+1;u++)0!==u&&r.push(new t.UnwrappedTileID(u,e));return r},Cn.prototype.coveringTiles=function(e){var r=this.coveringZoomLevel(e),n=r;if(void 0!==e.minzoom&&r<e.minzoom)return[];void 0!==e.maxzoom&&r>e.maxzoom&&(r=e.maxzoom);var i=t.MercatorCoordinate.fromLngLat(this.center),a=Math.pow(2,r),o=[a*i.x,a*i.y,0],s=Sn.fromInvProjectionMatrix(this.invProjMatrix,this.worldSize,r),l=e.minzoom||0;this.pitch<=60&&this._edgeInsets.top<.1&&(l=r);var u=function(t){return{aabb:new En([t*a,0,0],[(t+1)*a,a,0]),zoom:0,x:0,y:0,wrap:t,fullyVisible:!1}},c=[],f=[],h=r,p=e.reparseOverscaled?n:r;if(this._renderWorldCopies)for(var d=1;d<=3;d++)c.push(u(-d)),c.push(u(d));for(c.push(u(0));c.length>0;){var v=c.pop(),g=v.x,y=v.y,m=v.fullyVisible;if(!m){var x=v.aabb.intersects(s);if(0===x)continue;m=2===x}var b=v.aabb.distanceX(o),_=v.aabb.distanceY(o),w=Math.max(Math.abs(b),Math.abs(_)),T=3+(1<<h-v.zoom)-2;if(v.zoom===h||w>T&&v.zoom>=l)f.push({tileID:new t.OverscaledTileID(v.zoom===h?p:v.zoom,v.wrap,v.zoom,g,y),distanceSq:t.sqrLen([o[0]-.5-g,o[1]-.5-y])});else for(var k=0;k<4;k++){var A=(g<<1)+k%2,M=(y<<1)+(k>>1);c.push({aabb:v.aabb.quadrant(k),zoom:v.zoom+1,x:A,y:M,wrap:v.wrap,fullyVisible:m})}}return f.sort((function(t,e){return t.distanceSq-e.distanceSq})).map((function(t){return t.tileID}))},Cn.prototype.resize=function(t,e){this.width=t,this.height=e,this.pixelsToGLUnits=[2/t,-2/e],this._constrain(),this._calcMatrices()},Pn.unmodified.get=function(){return this._unmodified},Cn.prototype.zoomScale=function(t){return Math.pow(2,t)},Cn.prototype.scaleZoom=function(t){return Math.log(t)/Math.LN2},Cn.prototype.project=function(e){var r=t.clamp(e.lat,-this.maxValidLatitude,this.maxValidLatitude);return new t.Point(t.mercatorXfromLng(e.lng)*this.worldSize,t.mercatorYfromLat(r)*this.worldSize)},Cn.prototype.unproject=function(e){return new t.MercatorCoordinate(e.x/this.worldSize,e.y/this.worldSize).toLngLat()},Pn.point.get=function(){return this.project(this.center)},Cn.prototype.setLocationAtPoint=function(e,r){var n=this.pointCoordinate(r),i=this.pointCoordinate(this.centerPoint),a=this.locationCoordinate(e),o=new t.MercatorCoordinate(a.x-(n.x-i.x),a.y-(n.y-i.y));this.center=this.coordinateLocation(o),this._renderWorldCopies&&(this.center=this.center.wrap())},Cn.prototype.locationPoint=function(t){return this.coordinatePoint(this.locationCoordinate(t))},Cn.prototype.pointLocation=function(t){return this.coordinateLocation(this.pointCoordinate(t))},Cn.prototype.locationCoordinate=function(e){return t.MercatorCoordinate.fromLngLat(e)},Cn.prototype.coordinateLocation=function(t){return t.toLngLat()},Cn.prototype.pointCoordinate=function(e){var r=[e.x,e.y,0,1],n=[e.x,e.y,1,1];t.transformMat4(r,r,this.pixelMatrixInverse),t.transformMat4(n,n,this.pixelMatrixInverse);var i=r[3],a=n[3],o=r[0]/i,s=n[0]/a,l=r[1]/i,u=n[1]/a,c=r[2]/i,f=n[2]/a,h=c===f?0:(0-c)/(f-c);return new t.MercatorCoordinate(t.number(o,s,h)/this.worldSize,t.number(l,u,h)/this.worldSize)},Cn.prototype.coordinatePoint=function(e){var r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix),new t.Point(r[0]/r[3],r[1]/r[3])},Cn.prototype.getBounds=function(){return(new t.LngLatBounds).extend(this.pointLocation(new t.Point(0,0))).extend(this.pointLocation(new t.Point(this.width,0))).extend(this.pointLocation(new t.Point(this.width,this.height))).extend(this.pointLocation(new t.Point(0,this.height)))},Cn.prototype.getMaxBounds=function(){return this.latRange&&2===this.latRange.length&&this.lngRange&&2===this.lngRange.length?new t.LngLatBounds([this.lngRange[0],this.latRange[0]],[this.lngRange[1],this.latRange[1]]):null},Cn.prototype.setMaxBounds=function(t){t?(this.lngRange=[t.getWest(),t.getEast()],this.latRange=[t.getSouth(),t.getNorth()],this._constrain()):(this.lngRange=null,this.latRange=[-this.maxValidLatitude,this.maxValidLatitude])},Cn.prototype.calculatePosMatrix=function(e,r){void 0===r&&(r=!1);var n=e.key,i=r?this._alignedPosMatrixCache:this._posMatrixCache;if(i[n])return i[n];var a=e.canonical,o=this.worldSize/this.zoomScale(a.z),s=a.x+Math.pow(2,a.z)*e.wrap,l=t.identity(new Float64Array(16));return t.translate(l,l,[s*o,a.y*o,0]),t.scale(l,l,[o/t.EXTENT,o/t.EXTENT,1]),t.multiply(l,r?this.alignedProjMatrix:this.projMatrix,l),i[n]=new Float32Array(l),i[n]},Cn.prototype.customLayerMatrix=function(){return this.mercatorMatrix.slice()},Cn.prototype._constrain=function(){if(this.center&&this.width&&this.height&&!this._constraining){this._constraining=!0;var e,r,n,i,a=-90,o=90,s=-180,l=180,u=this.size,c=this._unmodified;if(this.latRange){var f=this.latRange;a=t.mercatorYfromLat(f[1])*this.worldSize,e=(o=t.mercatorYfromLat(f[0])*this.worldSize)-a<u.y?u.y/(o-a):0}if(this.lngRange){var h=this.lngRange;s=t.mercatorXfromLng(h[0])*this.worldSize,r=(l=t.mercatorXfromLng(h[1])*this.worldSize)-s<u.x?u.x/(l-s):0}var p=this.point,d=Math.max(r||0,e||0);if(d)return this.center=this.unproject(new t.Point(r?(l+s)/2:p.x,e?(o+a)/2:p.y)),this.zoom+=this.scaleZoom(d),this._unmodified=c,void(this._constraining=!1);if(this.latRange){var v=p.y,g=u.y/2;v-g<a&&(i=a+g),v+g>o&&(i=o-g)}if(this.lngRange){var y=p.x,m=u.x/2;y-m<s&&(n=s+m),y+m>l&&(n=l-m)}void 0===n&&void 0===i||(this.center=this.unproject(new t.Point(void 0!==n?n:p.x,void 0!==i?i:p.y))),this._unmodified=c,this._constraining=!1}},Cn.prototype._calcMatrices=function(){if(this.height){var e=this._fov/2,r=this.centerOffset;this.cameraToCenterDistance=.5/Math.tan(e)*this.height;var n=Math.PI/2+this._pitch,i=this._fov*(.5+r.y/this.height),a=Math.sin(i)*this.cameraToCenterDistance/Math.sin(t.clamp(Math.PI-n-i,.01,Math.PI-.01)),o=this.point,s=o.x,l=o.y,u=1.01*(Math.cos(Math.PI/2-this._pitch)*a+this.cameraToCenterDistance),c=this.height/50,f=new Float64Array(16);t.perspective(f,this._fov,this.width/this.height,c,u),f[8]=2*-r.x/this.width,f[9]=2*r.y/this.height,t.scale(f,f,[1,-1,1]),t.translate(f,f,[0,0,-this.cameraToCenterDistance]),t.rotateX(f,f,this._pitch),t.rotateZ(f,f,this.angle),t.translate(f,f,[-s,-l,0]),this.mercatorMatrix=t.scale([],f,[this.worldSize,this.worldSize,this.worldSize]),t.scale(f,f,[1,1,t.mercatorZfromAltitude(1,this.center.lat)*this.worldSize,1]),this.projMatrix=f,this.invProjMatrix=t.invert([],this.projMatrix);var h=this.width%2/2,p=this.height%2/2,d=Math.cos(this.angle),v=Math.sin(this.angle),g=s-Math.round(s)+d*h+v*p,y=l-Math.round(l)+d*p+v*h,m=new Float64Array(f);if(t.translate(m,m,[g>.5?g-1:g,y>.5?y-1:y,0]),this.alignedProjMatrix=m,f=t.create(),t.scale(f,f,[this.width/2,-this.height/2,1]),t.translate(f,f,[1,-1,0]),this.labelPlaneMatrix=f,f=t.create(),t.scale(f,f,[1,-1,1]),t.translate(f,f,[-1,-1,0]),t.scale(f,f,[2/this.width,2/this.height,1]),this.glCoordMatrix=f,this.pixelMatrix=t.multiply(new Float64Array(16),this.labelPlaneMatrix,this.projMatrix),!(f=t.invert(new Float64Array(16),this.pixelMatrix)))throw new Error(\"failed to invert matrix\");this.pixelMatrixInverse=f,this._posMatrixCache={},this._alignedPosMatrixCache={}}},Cn.prototype.maxPitchScaleFactor=function(){if(!this.pixelMatrixInverse)return 1;var e=this.pointCoordinate(new t.Point(0,0)),r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix)[3]/this.cameraToCenterDistance},Cn.prototype.getCameraPoint=function(){var e=this._pitch,r=Math.tan(e)*(this.cameraToCenterDistance||1);return this.centerPoint.add(new t.Point(0,r))},Cn.prototype.getCameraQueryGeometry=function(e){var r=this.getCameraPoint();if(1===e.length)return[e[0],r];for(var n=r.x,i=r.y,a=r.x,o=r.y,s=0,l=e;s<l.length;s+=1){var u=l[s];n=Math.min(n,u.x),i=Math.min(i,u.y),a=Math.max(a,u.x),o=Math.max(o,u.y)}return[new t.Point(n,i),new t.Point(a,i),new t.Point(a,o),new t.Point(n,o),new t.Point(n,i)]},Object.defineProperties(Cn.prototype,Pn);var On=function(e){var r,n,i,a,o;this._hashName=e&&encodeURIComponent(e),t.bindAll([\"_getCurrentHash\",\"_onHashChange\",\"_updateHash\"],this),this._updateHash=(r=this._updateHashUnthrottled.bind(this),n=300,i=!1,a=null,o=function(){a=null,i&&(r(),a=setTimeout(o,n),i=!1)},function(){return i=!0,a||o(),a})};On.prototype.addTo=function(e){return this._map=e,t.window.addEventListener(\"hashchange\",this._onHashChange,!1),this._map.on(\"moveend\",this._updateHash),this},On.prototype.remove=function(){return t.window.removeEventListener(\"hashchange\",this._onHashChange,!1),this._map.off(\"moveend\",this._updateHash),clearTimeout(this._updateHash()),delete this._map,this},On.prototype.getHashString=function(e){var r=this._map.getCenter(),n=Math.round(100*this._map.getZoom())/100,i=Math.ceil((n*Math.LN2+Math.log(512/360/.5))/Math.LN10),a=Math.pow(10,i),o=Math.round(r.lng*a)/a,s=Math.round(r.lat*a)/a,l=this._map.getBearing(),u=this._map.getPitch(),c=\"\";if(c+=e?\"/\"+o+\"/\"+s+\"/\"+n:n+\"/\"+s+\"/\"+o,(l||u)&&(c+=\"/\"+Math.round(10*l)/10),u&&(c+=\"/\"+Math.round(u)),this._hashName){var f=this._hashName,h=!1,p=t.window.location.hash.slice(1).split(\"&\").map((function(t){var e=t.split(\"=\")[0];return e===f?(h=!0,e+\"=\"+c):t})).filter((function(t){return t}));return h||p.push(f+\"=\"+c),\"#\"+p.join(\"&\")}return\"#\"+c},On.prototype._getCurrentHash=function(){var e,r=this,n=t.window.location.hash.replace(\"#\",\"\");return this._hashName?(n.split(\"&\").map((function(t){return t.split(\"=\")})).forEach((function(t){t[0]===r._hashName&&(e=t)})),(e&&e[1]||\"\").split(\"/\")):n.split(\"/\")},On.prototype._onHashChange=function(){var t=this._getCurrentHash();if(t.length>=3&&!t.some((function(t){return isNaN(t)}))){var e=this._map.dragRotate.isEnabled()&&this._map.touchZoomRotate.isEnabled()?+(t[3]||0):this._map.getBearing();return this._map.jumpTo({center:[+t[2],+t[1]],zoom:+t[0],bearing:e,pitch:+(t[4]||0)}),!0}return!1},On.prototype._updateHashUnthrottled=function(){var e=this.getHashString();try{t.window.history.replaceState(t.window.history.state,\"\",e)}catch(t){}};var In={linearity:.3,easing:t.bezier(0,0,.3,1)},Dn=t.extend({deceleration:2500,maxSpeed:1400},In),zn=t.extend({deceleration:20,maxSpeed:1400},In),Rn=t.extend({deceleration:1e3,maxSpeed:360},In),Fn=t.extend({deceleration:1e3,maxSpeed:90},In),Bn=function(t){this._map=t,this.clear()};function Nn(t,e){(!t.duration||t.duration<e.duration)&&(t.duration=e.duration,t.easing=e.easing)}function jn(e,r,n){var i=n.maxSpeed,a=n.linearity,o=n.deceleration,s=t.clamp(e*a/(r/1e3),-i,i),l=Math.abs(s)/(o*a);return{easing:n.easing,duration:1e3*l,amount:s*(l/2)}}Bn.prototype.clear=function(){this._inertiaBuffer=[]},Bn.prototype.record=function(e){this._drainInertiaBuffer(),this._inertiaBuffer.push({time:t.browser.now(),settings:e})},Bn.prototype._drainInertiaBuffer=function(){for(var e=this._inertiaBuffer,r=t.browser.now();e.length>0&&r-e[0].time>160;)e.shift()},Bn.prototype._onMoveEnd=function(e){if(this._drainInertiaBuffer(),!(this._inertiaBuffer.length<2)){for(var r={zoom:0,bearing:0,pitch:0,pan:new t.Point(0,0),pinchAround:void 0,around:void 0},n=0,i=this._inertiaBuffer;n<i.length;n+=1){var a=i[n].settings;r.zoom+=a.zoomDelta||0,r.bearing+=a.bearingDelta||0,r.pitch+=a.pitchDelta||0,a.panDelta&&r.pan._add(a.panDelta),a.around&&(r.around=a.around),a.pinchAround&&(r.pinchAround=a.pinchAround)}var o=this._inertiaBuffer[this._inertiaBuffer.length-1].time-this._inertiaBuffer[0].time,s={};if(r.pan.mag()){var l=jn(r.pan.mag(),o,t.extend({},Dn,e||{}));s.offset=r.pan.mult(l.amount/r.pan.mag()),s.center=this._map.transform.center,Nn(s,l)}if(r.zoom){var u=jn(r.zoom,o,zn);s.zoom=this._map.transform.zoom+u.amount,Nn(s,u)}if(r.bearing){var c=jn(r.bearing,o,Rn);s.bearing=this._map.transform.bearing+t.clamp(c.amount,-179,179),Nn(s,c)}if(r.pitch){var f=jn(r.pitch,o,Fn);s.pitch=this._map.transform.pitch+f.amount,Nn(s,f)}if(s.zoom||s.bearing){var h=void 0===r.pinchAround?r.around:r.pinchAround;s.around=h?this._map.unproject(h):this._map.getCenter()}return this.clear(),t.extend(s,{noMoveStart:!0})}};var Un=function(e){function n(n,i,a,o){void 0===o&&(o={});var s=r.mousePos(i.getCanvasContainer(),a),l=i.unproject(s);e.call(this,n,t.extend({point:s,lngLat:l,originalEvent:a},o)),this._defaultPrevented=!1,this.target=i}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Vn=function(e){function n(n,i,a){var o=\"touchend\"===n?a.changedTouches:a.touches,s=r.touchPos(i.getCanvasContainer(),o),l=s.map((function(t){return i.unproject(t)})),u=s.reduce((function(t,e,r,n){return t.add(e.div(n.length))}),new t.Point(0,0)),c=i.unproject(u);e.call(this,n,{points:s,point:u,lngLats:l,lngLat:c,originalEvent:a}),this._defaultPrevented=!1}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Hn=function(t){function e(e,r,n){t.call(this,e,{originalEvent:n}),this._defaultPrevented=!1}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={defaultPrevented:{configurable:!0}};return e.prototype.preventDefault=function(){this._defaultPrevented=!0},r.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(e.prototype,r),e}(t.Event),qn=function(t,e){this._map=t,this._clickTolerance=e.clickTolerance};qn.prototype.reset=function(){delete this._mousedownPos},qn.prototype.wheel=function(t){return this._firePreventable(new Hn(t.type,this._map,t))},qn.prototype.mousedown=function(t,e){return this._mousedownPos=e,this._firePreventable(new Un(t.type,this._map,t))},qn.prototype.mouseup=function(t){this._map.fire(new Un(t.type,this._map,t))},qn.prototype.click=function(t,e){this._mousedownPos&&this._mousedownPos.dist(e)>=this._clickTolerance||this._map.fire(new Un(t.type,this._map,t))},qn.prototype.dblclick=function(t){return this._firePreventable(new Un(t.type,this._map,t))},qn.prototype.mouseover=function(t){this._map.fire(new Un(t.type,this._map,t))},qn.prototype.mouseout=function(t){this._map.fire(new Un(t.type,this._map,t))},qn.prototype.touchstart=function(t){return this._firePreventable(new Vn(t.type,this._map,t))},qn.prototype.touchmove=function(t){this._map.fire(new Vn(t.type,this._map,t))},qn.prototype.touchend=function(t){this._map.fire(new Vn(t.type,this._map,t))},qn.prototype.touchcancel=function(t){this._map.fire(new Vn(t.type,this._map,t))},qn.prototype._firePreventable=function(t){if(this._map.fire(t),t.defaultPrevented)return{}},qn.prototype.isEnabled=function(){return!0},qn.prototype.isActive=function(){return!1},qn.prototype.enable=function(){},qn.prototype.disable=function(){};var Gn=function(t){this._map=t};Gn.prototype.reset=function(){this._delayContextMenu=!1,delete this._contextMenuEvent},Gn.prototype.mousemove=function(t){this._map.fire(new Un(t.type,this._map,t))},Gn.prototype.mousedown=function(){this._delayContextMenu=!0},Gn.prototype.mouseup=function(){this._delayContextMenu=!1,this._contextMenuEvent&&(this._map.fire(new Un(\"contextmenu\",this._map,this._contextMenuEvent)),delete this._contextMenuEvent)},Gn.prototype.contextmenu=function(t){this._delayContextMenu?this._contextMenuEvent=t:this._map.fire(new Un(t.type,this._map,t)),this._map.listens(\"contextmenu\")&&t.preventDefault()},Gn.prototype.isEnabled=function(){return!0},Gn.prototype.isActive=function(){return!1},Gn.prototype.enable=function(){},Gn.prototype.disable=function(){};var Zn=function(t,e){this._map=t,this._el=t.getCanvasContainer(),this._container=t.getContainer(),this._clickTolerance=e.clickTolerance||1};function Yn(t,e){for(var r={},n=0;n<t.length;n++)r[t[n].identifier]=e[n];return r}Zn.prototype.isEnabled=function(){return!!this._enabled},Zn.prototype.isActive=function(){return!!this._active},Zn.prototype.enable=function(){this.isEnabled()||(this._enabled=!0)},Zn.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},Zn.prototype.mousedown=function(t,e){this.isEnabled()&&t.shiftKey&&0===t.button&&(r.disableDrag(),this._startPos=this._lastPos=e,this._active=!0)},Zn.prototype.mousemoveWindow=function(t,e){if(this._active){var n=e;if(!(this._lastPos.equals(n)||!this._box&&n.dist(this._startPos)<this._clickTolerance)){var i=this._startPos;this._lastPos=n,this._box||(this._box=r.create(\"div\",\"mapboxgl-boxzoom\",this._container),this._container.classList.add(\"mapboxgl-crosshair\"),this._fireEvent(\"boxzoomstart\",t));var a=Math.min(i.x,n.x),o=Math.max(i.x,n.x),s=Math.min(i.y,n.y),l=Math.max(i.y,n.y);r.setTransform(this._box,\"translate(\"+a+\"px,\"+s+\"px)\"),this._box.style.width=o-a+\"px\",this._box.style.height=l-s+\"px\"}}},Zn.prototype.mouseupWindow=function(e,n){var i=this;if(this._active&&0===e.button){var a=this._startPos,o=n;if(this.reset(),r.suppressClick(),a.x!==o.x||a.y!==o.y)return this._map.fire(new t.Event(\"boxzoomend\",{originalEvent:e})),{cameraAnimation:function(t){return t.fitScreenCoordinates(a,o,i._map.getBearing(),{linear:!0})}};this._fireEvent(\"boxzoomcancel\",e)}},Zn.prototype.keydown=function(t){this._active&&27===t.keyCode&&(this.reset(),this._fireEvent(\"boxzoomcancel\",t))},Zn.prototype.reset=function(){this._active=!1,this._container.classList.remove(\"mapboxgl-crosshair\"),this._box&&(r.remove(this._box),this._box=null),r.enableDrag(),delete this._startPos,delete this._lastPos},Zn.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,{originalEvent:r}))};var Wn=function(t){this.reset(),this.numTouches=t.numTouches};Wn.prototype.reset=function(){delete this.centroid,delete this.startTime,delete this.touches,this.aborted=!1},Wn.prototype.touchstart=function(e,r,n){(this.centroid||n.length>this.numTouches)&&(this.aborted=!0),this.aborted||(void 0===this.startTime&&(this.startTime=e.timeStamp),n.length===this.numTouches&&(this.centroid=function(e){for(var r=new t.Point(0,0),n=0,i=e;n<i.length;n+=1){var a=i[n];r._add(a)}return r.div(e.length)}(r),this.touches=Yn(n,r)))},Wn.prototype.touchmove=function(t,e,r){if(!this.aborted&&this.centroid){var n=Yn(r,e);for(var i in this.touches){var a=this.touches[i],o=n[i];(!o||o.dist(a)>30)&&(this.aborted=!0)}}},Wn.prototype.touchend=function(t,e,r){if((!this.centroid||t.timeStamp-this.startTime>500)&&(this.aborted=!0),0===r.length){var n=!this.aborted&&this.centroid;if(this.reset(),n)return n}};var Xn=function(t){this.singleTap=new Wn(t),this.numTaps=t.numTaps,this.reset()};Xn.prototype.reset=function(){this.lastTime=1/0,delete this.lastTap,this.count=0,this.singleTap.reset()},Xn.prototype.touchstart=function(t,e,r){this.singleTap.touchstart(t,e,r)},Xn.prototype.touchmove=function(t,e,r){this.singleTap.touchmove(t,e,r)},Xn.prototype.touchend=function(t,e,r){var n=this.singleTap.touchend(t,e,r);if(n){var i=t.timeStamp-this.lastTime<500,a=!this.lastTap||this.lastTap.dist(n)<30;if(i&&a||this.reset(),this.count++,this.lastTime=t.timeStamp,this.lastTap=n,this.count===this.numTaps)return this.reset(),n}};var Jn=function(){this._zoomIn=new Xn({numTouches:1,numTaps:2}),this._zoomOut=new Xn({numTouches:2,numTaps:1}),this.reset()};Jn.prototype.reset=function(){this._active=!1,this._zoomIn.reset(),this._zoomOut.reset()},Jn.prototype.touchstart=function(t,e,r){this._zoomIn.touchstart(t,e,r),this._zoomOut.touchstart(t,e,r)},Jn.prototype.touchmove=function(t,e,r){this._zoomIn.touchmove(t,e,r),this._zoomOut.touchmove(t,e,r)},Jn.prototype.touchend=function(t,e,r){var n=this,i=this._zoomIn.touchend(t,e,r),a=this._zoomOut.touchend(t,e,r);return i?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()+1,around:e.unproject(i)},{originalEvent:t})}}):a?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()-1,around:e.unproject(a)},{originalEvent:t})}}):void 0},Jn.prototype.touchcancel=function(){this.reset()},Jn.prototype.enable=function(){this._enabled=!0},Jn.prototype.disable=function(){this._enabled=!1,this.reset()},Jn.prototype.isEnabled=function(){return this._enabled},Jn.prototype.isActive=function(){return this._active};var Kn=function(t){this.reset(),this._clickTolerance=t.clickTolerance||1};Kn.prototype.reset=function(){this._active=!1,this._moved=!1,delete this._lastPoint,delete this._eventButton},Kn.prototype._correctButton=function(t,e){return!1},Kn.prototype._move=function(t,e){return{}},Kn.prototype.mousedown=function(t,e){if(!this._lastPoint){var n=r.mouseButton(t);this._correctButton(t,n)&&(this._lastPoint=e,this._eventButton=n)}},Kn.prototype.mousemoveWindow=function(t,e){var r=this._lastPoint;if(r&&(t.preventDefault(),this._moved||!(e.dist(r)<this._clickTolerance)))return this._moved=!0,this._lastPoint=e,this._move(r,e)},Kn.prototype.mouseupWindow=function(t){r.mouseButton(t)===this._eventButton&&(this._moved&&r.suppressClick(),this.reset())},Kn.prototype.enable=function(){this._enabled=!0},Kn.prototype.disable=function(){this._enabled=!1,this.reset()},Kn.prototype.isEnabled=function(){return this._enabled},Kn.prototype.isActive=function(){return this._active};var $n=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.mousedown=function(e,r){t.prototype.mousedown.call(this,e,r),this._lastPoint&&(this._active=!0)},e.prototype._correctButton=function(t,e){return 0===e&&!t.ctrlKey},e.prototype._move=function(t,e){return{around:e,panDelta:e.sub(t)}},e}(Kn),Qn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=.8*(e.x-t.x);if(r)return this._active=!0,{bearingDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Kn),ti=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=-.5*(e.y-t.y);if(r)return this._active=!0,{pitchDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Kn),ei=function(t){this._minTouches=1,this._clickTolerance=t.clickTolerance||1,this.reset()};ei.prototype.reset=function(){this._active=!1,this._touches={},this._sum=new t.Point(0,0)},ei.prototype.touchstart=function(t,e,r){return this._calculateTransform(t,e,r)},ei.prototype.touchmove=function(t,e,r){if(this._active)return t.preventDefault(),this._calculateTransform(t,e,r)},ei.prototype.touchend=function(t,e,r){this._calculateTransform(t,e,r),this._active&&r.length<this._minTouches&&this.reset()},ei.prototype.touchcancel=function(){this.reset()},ei.prototype._calculateTransform=function(e,r,n){n.length>0&&(this._active=!0);var i=Yn(n,r),a=new t.Point(0,0),o=new t.Point(0,0),s=0;for(var l in i){var u=i[l],c=this._touches[l];c&&(a._add(u),o._add(u.sub(c)),s++,i[l]=u)}if(this._touches=i,!(s<this._minTouches)&&o.mag()){var f=o.div(s);if(this._sum._add(f),!(this._sum.mag()<this._clickTolerance))return{around:a.div(s),panDelta:f}}},ei.prototype.enable=function(){this._enabled=!0},ei.prototype.disable=function(){this._enabled=!1,this.reset()},ei.prototype.isEnabled=function(){return this._enabled},ei.prototype.isActive=function(){return this._active};var ri=function(){this.reset()};function ni(t,e,r){for(var n=0;n<t.length;n++)if(t[n].identifier===r)return e[n]}ri.prototype.reset=function(){this._active=!1,delete this._firstTwoTouches},ri.prototype._start=function(t){},ri.prototype._move=function(t,e,r){return{}},ri.prototype.touchstart=function(t,e,r){this._firstTwoTouches||r.length<2||(this._firstTwoTouches=[r[0].identifier,r[1].identifier],this._start([e[0],e[1]]))},ri.prototype.touchmove=function(t,e,r){if(this._firstTwoTouches){t.preventDefault();var n=this._firstTwoTouches,i=n[0],a=n[1],o=ni(r,e,i),s=ni(r,e,a);if(o&&s){var l=this._aroundCenter?null:o.add(s).div(2);return this._move([o,s],l,t)}}},ri.prototype.touchend=function(t,e,n){if(this._firstTwoTouches){var i=this._firstTwoTouches,a=i[0],o=i[1],s=ni(n,e,a),l=ni(n,e,o);s&&l||(this._active&&r.suppressClick(),this.reset())}},ri.prototype.touchcancel=function(){this.reset()},ri.prototype.enable=function(t){this._enabled=!0,this._aroundCenter=!!t&&\"center\"===t.around},ri.prototype.disable=function(){this._enabled=!1,this.reset()},ri.prototype.isEnabled=function(){return this._enabled},ri.prototype.isActive=function(){return this._active};function ii(t,e){return Math.log(t/e)/Math.LN2}var ai=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._distance,delete this._startDistance},e.prototype._start=function(t){this._startDistance=this._distance=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._distance;if(this._distance=t[0].dist(t[1]),this._active||!(Math.abs(ii(this._distance,this._startDistance))<.1))return this._active=!0,{zoomDelta:ii(this._distance,r),pinchAround:e}},e}(ri);function oi(t,e){return 180*t.angleWith(e)/Math.PI}var si=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._minDiameter,delete this._startVector,delete this._vector},e.prototype._start=function(t){this._startVector=this._vector=t[0].sub(t[1]),this._minDiameter=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._vector;if(this._vector=t[0].sub(t[1]),this._active||!this._isBelowThreshold(this._vector))return this._active=!0,{bearingDelta:oi(this._vector,r),pinchAround:e}},e.prototype._isBelowThreshold=function(t){this._minDiameter=Math.min(this._minDiameter,t.mag());var e=25/(Math.PI*this._minDiameter)*360,r=oi(t,this._startVector);return Math.abs(r)<e},e}(ri);function li(t){return Math.abs(t.y)>Math.abs(t.x)}var ui=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),this._valid=void 0,delete this._firstMove,delete this._lastPoints},e.prototype._start=function(t){this._lastPoints=t,li(t[0].sub(t[1]))&&(this._valid=!1)},e.prototype._move=function(t,e,r){var n=t[0].sub(this._lastPoints[0]),i=t[1].sub(this._lastPoints[1]);if(this._valid=this.gestureBeginsVertically(n,i,r.timeStamp),this._valid)return this._lastPoints=t,this._active=!0,{pitchDelta:(n.y+i.y)/2*-.5}},e.prototype.gestureBeginsVertically=function(t,e,r){if(void 0!==this._valid)return this._valid;var n=t.mag()>=2,i=e.mag()>=2;if(n||i){if(!n||!i)return void 0===this._firstMove&&(this._firstMove=r),r-this._firstMove<100&&void 0;var a=t.y>0==e.y>0;return li(t)&&li(e)&&a}},e}(ri),ci={panStep:100,bearingStep:15,pitchStep:10},fi=function(){var t=ci;this._panStep=t.panStep,this._bearingStep=t.bearingStep,this._pitchStep=t.pitchStep};function hi(t){return t*(2-t)}fi.prototype.reset=function(){this._active=!1},fi.prototype.keydown=function(t){var e=this;if(!(t.altKey||t.ctrlKey||t.metaKey)){var r=0,n=0,i=0,a=0,o=0;switch(t.keyCode){case 61:case 107:case 171:case 187:r=1;break;case 189:case 109:case 173:r=-1;break;case 37:t.shiftKey?n=-1:(t.preventDefault(),a=-1);break;case 39:t.shiftKey?n=1:(t.preventDefault(),a=1);break;case 38:t.shiftKey?i=1:(t.preventDefault(),o=-1);break;case 40:t.shiftKey?i=-1:(t.preventDefault(),o=1);break;default:return}return{cameraAnimation:function(s){var l=s.getZoom();s.easeTo({duration:300,easeId:\"keyboardHandler\",easing:hi,zoom:r?Math.round(l)+r*(t.shiftKey?2:1):l,bearing:s.getBearing()+n*e._bearingStep,pitch:s.getPitch()+i*e._pitchStep,offset:[-a*e._panStep,-o*e._panStep],center:s.getCenter()},{originalEvent:t})}}}},fi.prototype.enable=function(){this._enabled=!0},fi.prototype.disable=function(){this._enabled=!1,this.reset()},fi.prototype.isEnabled=function(){return this._enabled},fi.prototype.isActive=function(){return this._active};var pi=4.000244140625,di=function(e,r){this._map=e,this._el=e.getCanvasContainer(),this._handler=r,this._delta=0,this._defaultZoomRate=.01,this._wheelZoomRate=.0022222222222222222,t.bindAll([\"_onWheel\",\"_onTimeout\",\"_onScrollFrame\",\"_onScrollFinished\"],this)};di.prototype.setZoomRate=function(t){this._defaultZoomRate=t},di.prototype.setWheelZoomRate=function(t){this._wheelZoomRate=t},di.prototype.isEnabled=function(){return!!this._enabled},di.prototype.isActive=function(){return!!this._active||void 0!==this._finishTimeout},di.prototype.isZooming=function(){return!!this._zooming},di.prototype.enable=function(t){this.isEnabled()||(this._enabled=!0,this._aroundCenter=t&&\"center\"===t.around)},di.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},di.prototype.wheel=function(e){if(this.isEnabled()){var r=e.deltaMode===t.window.WheelEvent.DOM_DELTA_LINE?40*e.deltaY:e.deltaY,n=t.browser.now(),i=n-(this._lastWheelEventTime||0);this._lastWheelEventTime=n,0!==r&&r%pi==0?this._type=\"wheel\":0!==r&&Math.abs(r)<4?this._type=\"trackpad\":i>400?(this._type=null,this._lastValue=r,this._timeout=setTimeout(this._onTimeout,40,e)):this._type||(this._type=Math.abs(i*r)<200?\"trackpad\":\"wheel\",this._timeout&&(clearTimeout(this._timeout),this._timeout=null,r+=this._lastValue)),e.shiftKey&&r&&(r/=4),this._type&&(this._lastWheelEvent=e,this._delta-=r,this._active||this._start(e)),e.preventDefault()}},di.prototype._onTimeout=function(t){this._type=\"wheel\",this._delta-=this._lastValue,this._active||this._start(t)},di.prototype._start=function(e){if(this._delta){this._frameId&&(this._frameId=null),this._active=!0,this.isZooming()||(this._zooming=!0),this._finishTimeout&&(clearTimeout(this._finishTimeout),delete this._finishTimeout);var n=r.mousePos(this._el,e);this._around=t.LngLat.convert(this._aroundCenter?this._map.getCenter():this._map.unproject(n)),this._aroundPoint=this._map.transform.locationPoint(this._around),this._frameId||(this._frameId=!0,this._handler._triggerRenderFrame())}},di.prototype.renderFrame=function(){return this._onScrollFrame()},di.prototype._onScrollFrame=function(){var e=this;if(this._frameId&&(this._frameId=null,this.isActive())){var r=this._map.transform;if(0!==this._delta){var n=\"wheel\"===this._type&&Math.abs(this._delta)>pi?this._wheelZoomRate:this._defaultZoomRate,i=2/(1+Math.exp(-Math.abs(this._delta*n)));this._delta<0&&0!==i&&(i=1/i);var a=\"number\"==typeof this._targetZoom?r.zoomScale(this._targetZoom):r.scale;this._targetZoom=Math.min(r.maxZoom,Math.max(r.minZoom,r.scaleZoom(a*i))),\"wheel\"===this._type&&(this._startZoom=r.zoom,this._easing=this._smoothOutEasing(200)),this._delta=0}var o,s=\"number\"==typeof this._targetZoom?this._targetZoom:r.zoom,l=this._startZoom,u=this._easing,c=!1;if(\"wheel\"===this._type&&l&&u){var f=Math.min((t.browser.now()-this._lastWheelEventTime)/200,1),h=u(f);o=t.number(l,s,h),f<1?this._frameId||(this._frameId=!0):c=!0}else o=s,c=!0;return this._active=!0,c&&(this._active=!1,this._finishTimeout=setTimeout((function(){e._zooming=!1,e._handler._triggerRenderFrame(),delete e._targetZoom,delete e._finishTimeout}),200)),{noInertia:!0,needsRenderFrame:!c,zoomDelta:o-r.zoom,around:this._aroundPoint,originalEvent:this._lastWheelEvent}}},di.prototype._smoothOutEasing=function(e){var r=t.ease;if(this._prevEase){var n=this._prevEase,i=(t.browser.now()-n.start)/n.duration,a=n.easing(i+.01)-n.easing(i),o=.27/Math.sqrt(a*a+1e-4)*.01,s=Math.sqrt(.0729-o*o);r=t.bezier(o,s,.25,1)}return this._prevEase={start:t.browser.now(),duration:e,easing:r},r},di.prototype.reset=function(){this._active=!1};var vi=function(t,e){this._clickZoom=t,this._tapZoom=e};vi.prototype.enable=function(){this._clickZoom.enable(),this._tapZoom.enable()},vi.prototype.disable=function(){this._clickZoom.disable(),this._tapZoom.disable()},vi.prototype.isEnabled=function(){return this._clickZoom.isEnabled()&&this._tapZoom.isEnabled()},vi.prototype.isActive=function(){return this._clickZoom.isActive()||this._tapZoom.isActive()};var gi=function(){this.reset()};gi.prototype.reset=function(){this._active=!1},gi.prototype.dblclick=function(t,e){return t.preventDefault(),{cameraAnimation:function(r){r.easeTo({duration:300,zoom:r.getZoom()+(t.shiftKey?-1:1),around:r.unproject(e)},{originalEvent:t})}}},gi.prototype.enable=function(){this._enabled=!0},gi.prototype.disable=function(){this._enabled=!1,this.reset()},gi.prototype.isEnabled=function(){return this._enabled},gi.prototype.isActive=function(){return this._active};var yi=function(){this._tap=new Xn({numTouches:1,numTaps:1}),this.reset()};yi.prototype.reset=function(){this._active=!1,delete this._swipePoint,delete this._swipeTouch,delete this._tapTime,this._tap.reset()},yi.prototype.touchstart=function(t,e,r){this._swipePoint||(this._tapTime&&t.timeStamp-this._tapTime>500&&this.reset(),this._tapTime?r.length>0&&(this._swipePoint=e[0],this._swipeTouch=r[0].identifier):this._tap.touchstart(t,e,r))},yi.prototype.touchmove=function(t,e,r){if(this._tapTime){if(this._swipePoint){if(r[0].identifier!==this._swipeTouch)return;var n=e[0],i=n.y-this._swipePoint.y;return this._swipePoint=n,t.preventDefault(),this._active=!0,{zoomDelta:i/128}}}else this._tap.touchmove(t,e,r)},yi.prototype.touchend=function(t,e,r){this._tapTime?this._swipePoint&&0===r.length&&this.reset():this._tap.touchend(t,e,r)&&(this._tapTime=t.timeStamp)},yi.prototype.touchcancel=function(){this.reset()},yi.prototype.enable=function(){this._enabled=!0},yi.prototype.disable=function(){this._enabled=!1,this.reset()},yi.prototype.isEnabled=function(){return this._enabled},yi.prototype.isActive=function(){return this._active};var mi=function(t,e,r){this._el=t,this._mousePan=e,this._touchPan=r};mi.prototype.enable=function(t){this._inertiaOptions=t||{},this._mousePan.enable(),this._touchPan.enable(),this._el.classList.add(\"mapboxgl-touch-drag-pan\")},mi.prototype.disable=function(){this._mousePan.disable(),this._touchPan.disable(),this._el.classList.remove(\"mapboxgl-touch-drag-pan\")},mi.prototype.isEnabled=function(){return this._mousePan.isEnabled()&&this._touchPan.isEnabled()},mi.prototype.isActive=function(){return this._mousePan.isActive()||this._touchPan.isActive()};var xi=function(t,e,r){this._pitchWithRotate=t.pitchWithRotate,this._mouseRotate=e,this._mousePitch=r};xi.prototype.enable=function(){this._mouseRotate.enable(),this._pitchWithRotate&&this._mousePitch.enable()},xi.prototype.disable=function(){this._mouseRotate.disable(),this._mousePitch.disable()},xi.prototype.isEnabled=function(){return this._mouseRotate.isEnabled()&&(!this._pitchWithRotate||this._mousePitch.isEnabled())},xi.prototype.isActive=function(){return this._mouseRotate.isActive()||this._mousePitch.isActive()};var bi=function(t,e,r,n){this._el=t,this._touchZoom=e,this._touchRotate=r,this._tapDragZoom=n,this._rotationDisabled=!1,this._enabled=!0};bi.prototype.enable=function(t){this._touchZoom.enable(t),this._rotationDisabled||this._touchRotate.enable(t),this._tapDragZoom.enable(),this._el.classList.add(\"mapboxgl-touch-zoom-rotate\")},bi.prototype.disable=function(){this._touchZoom.disable(),this._touchRotate.disable(),this._tapDragZoom.disable(),this._el.classList.remove(\"mapboxgl-touch-zoom-rotate\")},bi.prototype.isEnabled=function(){return this._touchZoom.isEnabled()&&(this._rotationDisabled||this._touchRotate.isEnabled())&&this._tapDragZoom.isEnabled()},bi.prototype.isActive=function(){return this._touchZoom.isActive()||this._touchRotate.isActive()||this._tapDragZoom.isActive()},bi.prototype.disableRotation=function(){this._rotationDisabled=!0,this._touchRotate.disable()},bi.prototype.enableRotation=function(){this._rotationDisabled=!1,this._touchZoom.isEnabled()&&this._touchRotate.enable()};var _i=function(t){return t.zoom||t.drag||t.pitch||t.rotate},wi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(t.Event);function Ti(t){return t.panDelta&&t.panDelta.mag()||t.zoomDelta||t.bearingDelta||t.pitchDelta}var ki=function(e,n){this._map=e,this._el=this._map.getCanvasContainer(),this._handlers=[],this._handlersById={},this._changes=[],this._inertia=new Bn(e),this._bearingSnap=n.bearingSnap,this._previousActiveHandlers={},this._eventsInProgress={},this._addDefaultHandlers(n),t.bindAll([\"handleEvent\",\"handleWindowEvent\"],this);var i=this._el;this._listeners=[[i,\"touchstart\",{passive:!1}],[i,\"touchmove\",{passive:!1}],[i,\"touchend\",void 0],[i,\"touchcancel\",void 0],[i,\"mousedown\",void 0],[i,\"mousemove\",void 0],[i,\"mouseup\",void 0],[t.window.document,\"mousemove\",{capture:!0}],[t.window.document,\"mouseup\",void 0],[i,\"mouseover\",void 0],[i,\"mouseout\",void 0],[i,\"dblclick\",void 0],[i,\"click\",void 0],[i,\"keydown\",{capture:!1}],[i,\"keyup\",void 0],[i,\"wheel\",{passive:!1}],[i,\"contextmenu\",void 0],[t.window,\"blur\",void 0]];for(var a=0,o=this._listeners;a<o.length;a+=1){var s=o[a],l=s[0],u=s[1],c=s[2];r.addEventListener(l,u,l===t.window.document?this.handleWindowEvent:this.handleEvent,c)}};ki.prototype.destroy=function(){for(var e=0,n=this._listeners;e<n.length;e+=1){var i=n[e],a=i[0],o=i[1],s=i[2];r.removeEventListener(a,o,a===t.window.document?this.handleWindowEvent:this.handleEvent,s)}},ki.prototype._addDefaultHandlers=function(t){var e=this._map,r=e.getCanvasContainer();this._add(\"mapEvent\",new qn(e,t));var n=e.boxZoom=new Zn(e,t);this._add(\"boxZoom\",n);var i=new Jn,a=new gi;e.doubleClickZoom=new vi(a,i),this._add(\"tapZoom\",i),this._add(\"clickZoom\",a);var o=new yi;this._add(\"tapDragZoom\",o);var s=e.touchPitch=new ui;this._add(\"touchPitch\",s);var l=new Qn(t),u=new ti(t);e.dragRotate=new xi(t,l,u),this._add(\"mouseRotate\",l,[\"mousePitch\"]),this._add(\"mousePitch\",u,[\"mouseRotate\"]);var c=new $n(t),f=new ei(t);e.dragPan=new mi(r,c,f),this._add(\"mousePan\",c),this._add(\"touchPan\",f,[\"touchZoom\",\"touchRotate\"]);var h=new si,p=new ai;e.touchZoomRotate=new bi(r,p,h,o),this._add(\"touchRotate\",h,[\"touchPan\",\"touchZoom\"]),this._add(\"touchZoom\",p,[\"touchPan\",\"touchRotate\"]);var d=e.scrollZoom=new di(e,this);this._add(\"scrollZoom\",d,[\"mousePan\"]);var v=e.keyboard=new fi;this._add(\"keyboard\",v),this._add(\"blockableMapEvent\",new Gn(e));for(var g=0,y=[\"boxZoom\",\"doubleClickZoom\",\"tapDragZoom\",\"touchPitch\",\"dragRotate\",\"dragPan\",\"touchZoomRotate\",\"scrollZoom\",\"keyboard\"];g<y.length;g+=1){var m=y[g];t.interactive&&t[m]&&e[m].enable(t[m])}},ki.prototype._add=function(t,e,r){this._handlers.push({handlerName:t,handler:e,allowed:r}),this._handlersById[t]=e},ki.prototype.stop=function(){if(!this._updatingCamera){for(var t=0,e=this._handlers;t<e.length;t+=1)e[t].handler.reset();this._inertia.clear(),this._fireEvents({},{}),this._changes=[]}},ki.prototype.isActive=function(){for(var t=0,e=this._handlers;t<e.length;t+=1)if(e[t].handler.isActive())return!0;return!1},ki.prototype.isZooming=function(){return!!this._eventsInProgress.zoom||this._map.scrollZoom.isZooming()},ki.prototype.isRotating=function(){return!!this._eventsInProgress.rotate},ki.prototype.isMoving=function(){return Boolean(_i(this._eventsInProgress))||this.isZooming()},ki.prototype._blockedByActive=function(t,e,r){for(var n in t)if(n!==r&&(!e||e.indexOf(n)<0))return!0;return!1},ki.prototype.handleWindowEvent=function(t){this.handleEvent(t,t.type+\"Window\")},ki.prototype._getMapTouches=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=i.target;this._el.contains(a)&&e.push(i)}return e},ki.prototype.handleEvent=function(t,e){if(\"blur\"!==t.type){this._updatingCamera=!0;for(var n=\"renderFrame\"===t.type?void 0:t,i={needsRenderFrame:!1},a={},o={},s=t.touches?this._getMapTouches(t.touches):void 0,l=s?r.touchPos(this._el,s):r.mousePos(this._el,t),u=0,c=this._handlers;u<c.length;u+=1){var f=c[u],h=f.handlerName,p=f.handler,d=f.allowed;if(p.isEnabled()){var v=void 0;this._blockedByActive(o,d,h)?p.reset():p[e||t.type]&&(v=p[e||t.type](t,l,s),this.mergeHandlerResult(i,a,v,h,n),v&&v.needsRenderFrame&&this._triggerRenderFrame()),(v||p.isActive())&&(o[h]=p)}}var g={};for(var y in this._previousActiveHandlers)o[y]||(g[y]=n);this._previousActiveHandlers=o,(Object.keys(g).length||Ti(i))&&(this._changes.push([i,a,g]),this._triggerRenderFrame()),(Object.keys(o).length||Ti(i))&&this._map._stop(!0),this._updatingCamera=!1;var m=i.cameraAnimation;m&&(this._inertia.clear(),this._fireEvents({},{}),this._changes=[],m(this._map))}else this.stop()},ki.prototype.mergeHandlerResult=function(e,r,n,i,a){if(n){t.extend(e,n);var o={handlerName:i,originalEvent:n.originalEvent||a};void 0!==n.zoomDelta&&(r.zoom=o),void 0!==n.panDelta&&(r.drag=o),void 0!==n.pitchDelta&&(r.pitch=o),void 0!==n.bearingDelta&&(r.rotate=o)}},ki.prototype._applyChanges=function(){for(var e={},r={},n={},i=0,a=this._changes;i<a.length;i+=1){var o=a[i],s=o[0],l=o[1],u=o[2];s.panDelta&&(e.panDelta=(e.panDelta||new t.Point(0,0))._add(s.panDelta)),s.zoomDelta&&(e.zoomDelta=(e.zoomDelta||0)+s.zoomDelta),s.bearingDelta&&(e.bearingDelta=(e.bearingDelta||0)+s.bearingDelta),s.pitchDelta&&(e.pitchDelta=(e.pitchDelta||0)+s.pitchDelta),void 0!==s.around&&(e.around=s.around),void 0!==s.pinchAround&&(e.pinchAround=s.pinchAround),s.noInertia&&(e.noInertia=s.noInertia),t.extend(r,l),t.extend(n,u)}this._updateMapTransform(e,r,n),this._changes=[]},ki.prototype._updateMapTransform=function(t,e,r){var n=this._map,i=n.transform;if(!Ti(t))return this._fireEvents(e,r);var a=t.panDelta,o=t.zoomDelta,s=t.bearingDelta,l=t.pitchDelta,u=t.around,c=t.pinchAround;void 0!==c&&(u=c),n._stop(!0),u=u||n.transform.centerPoint;var f=i.pointLocation(a?u.sub(a):u);s&&(i.bearing+=s),l&&(i.pitch+=l),o&&(i.zoom+=o),i.setLocationAtPoint(f,u),this._map._update(),t.noInertia||this._inertia.record(t),this._fireEvents(e,r)},ki.prototype._fireEvents=function(e,r){var n=this,i=_i(this._eventsInProgress),a=_i(e),o={};for(var s in e){var l=e[s].originalEvent;this._eventsInProgress[s]||(o[s+\"start\"]=l),this._eventsInProgress[s]=e[s]}for(var u in!i&&a&&this._fireEvent(\"movestart\",a.originalEvent),o)this._fireEvent(u,o[u]);for(var c in e.rotate&&(this._bearingChanged=!0),a&&this._fireEvent(\"move\",a.originalEvent),e){var f=e[c].originalEvent;this._fireEvent(c,f)}var h,p={};for(var d in this._eventsInProgress){var v=this._eventsInProgress[d],g=v.handlerName,y=v.originalEvent;this._handlersById[g].isActive()||(delete this._eventsInProgress[d],h=r[g]||y,p[d+\"end\"]=h)}for(var m in p)this._fireEvent(m,p[m]);var x=_i(this._eventsInProgress);if((i||a)&&!x){this._updatingCamera=!0;var b=this._inertia._onMoveEnd(this._map.dragPan._inertiaOptions),_=function(t){return 0!==t&&-n._bearingSnap<t&&t<n._bearingSnap};b?(_(b.bearing||this._map.getBearing())&&(b.bearing=0),this._map.easeTo(b,{originalEvent:h})):(this._map.fire(new t.Event(\"moveend\",{originalEvent:h})),_(this._map.getBearing())&&this._map.resetNorth()),this._bearingChanged=!1,this._updatingCamera=!1}},ki.prototype._fireEvent=function(e,r){this._map.fire(new t.Event(e,r?{originalEvent:r}:{}))},ki.prototype._triggerRenderFrame=function(){var t=this;void 0===this._frameId&&(this._frameId=this._map._requestRenderFrame((function(e){delete t._frameId,t.handleEvent(new wi(\"renderFrame\",{timeStamp:e})),t._applyChanges()})))};var Ai=function(e){function r(r,n){e.call(this),this._moving=!1,this._zooming=!1,this.transform=r,this._bearingSnap=n.bearingSnap,t.bindAll([\"_renderFrameCallback\"],this)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getCenter=function(){return new t.LngLat(this.transform.center.lng,this.transform.center.lat)},r.prototype.setCenter=function(t,e){return this.jumpTo({center:t},e)},r.prototype.panBy=function(e,r,n){return e=t.Point.convert(e).mult(-1),this.panTo(this.transform.center,t.extend({offset:e},r),n)},r.prototype.panTo=function(e,r,n){return this.easeTo(t.extend({center:e},r),n)},r.prototype.getZoom=function(){return this.transform.zoom},r.prototype.setZoom=function(t,e){return this.jumpTo({zoom:t},e),this},r.prototype.zoomTo=function(e,r,n){return this.easeTo(t.extend({zoom:e},r),n)},r.prototype.zoomIn=function(t,e){return this.zoomTo(this.getZoom()+1,t,e),this},r.prototype.zoomOut=function(t,e){return this.zoomTo(this.getZoom()-1,t,e),this},r.prototype.getBearing=function(){return this.transform.bearing},r.prototype.setBearing=function(t,e){return this.jumpTo({bearing:t},e),this},r.prototype.getPadding=function(){return this.transform.padding},r.prototype.setPadding=function(t,e){return this.jumpTo({padding:t},e),this},r.prototype.rotateTo=function(e,r,n){return this.easeTo(t.extend({bearing:e},r),n)},r.prototype.resetNorth=function(e,r){return this.rotateTo(0,t.extend({duration:1e3},e),r),this},r.prototype.resetNorthPitch=function(e,r){return this.easeTo(t.extend({bearing:0,pitch:0,duration:1e3},e),r),this},r.prototype.snapToNorth=function(t,e){return Math.abs(this.getBearing())<this._bearingSnap?this.resetNorth(t,e):this},r.prototype.getPitch=function(){return this.transform.pitch},r.prototype.setPitch=function(t,e){return this.jumpTo({pitch:t},e),this},r.prototype.cameraForBounds=function(e,r){return e=t.LngLatBounds.convert(e),this._cameraForBoxAndBearing(e.getNorthWest(),e.getSouthEast(),0,r)},r.prototype._cameraForBoxAndBearing=function(e,r,n,i){var a={top:0,bottom:0,right:0,left:0};if(\"number\"==typeof(i=t.extend({padding:a,offset:[0,0],maxZoom:this.transform.maxZoom},i)).padding){var o=i.padding;i.padding={top:o,bottom:o,right:o,left:o}}i.padding=t.extend(a,i.padding);var s=this.transform,l=s.padding,u=s.project(t.LngLat.convert(e)),c=s.project(t.LngLat.convert(r)),f=u.rotate(-n*Math.PI/180),h=c.rotate(-n*Math.PI/180),p=new t.Point(Math.max(f.x,h.x),Math.max(f.y,h.y)),d=new t.Point(Math.min(f.x,h.x),Math.min(f.y,h.y)),v=p.sub(d),g=(s.width-(l.left+l.right+i.padding.left+i.padding.right))/v.x,y=(s.height-(l.top+l.bottom+i.padding.top+i.padding.bottom))/v.y;if(!(y<0||g<0)){var m=Math.min(s.scaleZoom(s.scale*Math.min(g,y)),i.maxZoom),x=t.Point.convert(i.offset),b=(i.padding.left-i.padding.right)/2,_=(i.padding.top-i.padding.bottom)/2,w=new t.Point(x.x+b,x.y+_).mult(s.scale/s.zoomScale(m));return{center:s.unproject(u.add(c).div(2).sub(w)),zoom:m,bearing:n}}t.warnOnce(\"Map cannot fit within canvas with the given bounds, padding, and/or offset.\")},r.prototype.fitBounds=function(t,e,r){return this._fitInternal(this.cameraForBounds(t,e),e,r)},r.prototype.fitScreenCoordinates=function(e,r,n,i,a){return this._fitInternal(this._cameraForBoxAndBearing(this.transform.pointLocation(t.Point.convert(e)),this.transform.pointLocation(t.Point.convert(r)),n,i),i,a)},r.prototype._fitInternal=function(e,r,n){return e?(delete(r=t.extend(e,r)).padding,r.linear?this.easeTo(r,n):this.flyTo(r,n)):this},r.prototype.jumpTo=function(e,r){this.stop();var n=this.transform,i=!1,a=!1,o=!1;return\"zoom\"in e&&n.zoom!==+e.zoom&&(i=!0,n.zoom=+e.zoom),void 0!==e.center&&(n.center=t.LngLat.convert(e.center)),\"bearing\"in e&&n.bearing!==+e.bearing&&(a=!0,n.bearing=+e.bearing),\"pitch\"in e&&n.pitch!==+e.pitch&&(o=!0,n.pitch=+e.pitch),null==e.padding||n.isPaddingEqual(e.padding)||(n.padding=e.padding),this.fire(new t.Event(\"movestart\",r)).fire(new t.Event(\"move\",r)),i&&this.fire(new t.Event(\"zoomstart\",r)).fire(new t.Event(\"zoom\",r)).fire(new t.Event(\"zoomend\",r)),a&&this.fire(new t.Event(\"rotatestart\",r)).fire(new t.Event(\"rotate\",r)).fire(new t.Event(\"rotateend\",r)),o&&this.fire(new t.Event(\"pitchstart\",r)).fire(new t.Event(\"pitch\",r)).fire(new t.Event(\"pitchend\",r)),this.fire(new t.Event(\"moveend\",r))},r.prototype.easeTo=function(e,r){var n=this;this._stop(!1,e.easeId),(!1===(e=t.extend({offset:[0,0],duration:500,easing:t.ease},e)).animate||!e.essential&&t.browser.prefersReducedMotion)&&(e.duration=0);var i=this.transform,a=this.getZoom(),o=this.getBearing(),s=this.getPitch(),l=this.getPadding(),u=\"zoom\"in e?+e.zoom:a,c=\"bearing\"in e?this._normalizeBearing(e.bearing,o):o,f=\"pitch\"in e?+e.pitch:s,h=\"padding\"in e?e.padding:i.padding,p=t.Point.convert(e.offset),d=i.centerPoint.add(p),v=i.pointLocation(d),g=t.LngLat.convert(e.center||v);this._normalizeCenter(g);var y,m,x=i.project(v),b=i.project(g).sub(x),_=i.zoomScale(u-a);e.around&&(y=t.LngLat.convert(e.around),m=i.locationPoint(y));var w={moving:this._moving,zooming:this._zooming,rotating:this._rotating,pitching:this._pitching};return this._zooming=this._zooming||u!==a,this._rotating=this._rotating||o!==c,this._pitching=this._pitching||f!==s,this._padding=!i.isPaddingEqual(h),this._easeId=e.easeId,this._prepareEase(r,e.noMoveStart,w),clearTimeout(this._easeEndTimeoutID),this._ease((function(e){if(n._zooming&&(i.zoom=t.number(a,u,e)),n._rotating&&(i.bearing=t.number(o,c,e)),n._pitching&&(i.pitch=t.number(s,f,e)),n._padding&&(i.interpolatePadding(l,h,e),d=i.centerPoint.add(p)),y)i.setLocationAtPoint(y,m);else{var v=i.zoomScale(i.zoom-a),g=u>a?Math.min(2,_):Math.max(.5,_),w=Math.pow(g,1-e),T=i.unproject(x.add(b.mult(e*w)).mult(v));i.setLocationAtPoint(i.renderWorldCopies?T.wrap():T,d)}n._fireMoveEvents(r)}),(function(t){n._afterEase(r,t)}),e),this},r.prototype._prepareEase=function(e,r,n){void 0===n&&(n={}),this._moving=!0,r||n.moving||this.fire(new t.Event(\"movestart\",e)),this._zooming&&!n.zooming&&this.fire(new t.Event(\"zoomstart\",e)),this._rotating&&!n.rotating&&this.fire(new t.Event(\"rotatestart\",e)),this._pitching&&!n.pitching&&this.fire(new t.Event(\"pitchstart\",e))},r.prototype._fireMoveEvents=function(e){this.fire(new t.Event(\"move\",e)),this._zooming&&this.fire(new t.Event(\"zoom\",e)),this._rotating&&this.fire(new t.Event(\"rotate\",e)),this._pitching&&this.fire(new t.Event(\"pitch\",e))},r.prototype._afterEase=function(e,r){if(!this._easeId||!r||this._easeId!==r){delete this._easeId;var n=this._zooming,i=this._rotating,a=this._pitching;this._moving=!1,this._zooming=!1,this._rotating=!1,this._pitching=!1,this._padding=!1,n&&this.fire(new t.Event(\"zoomend\",e)),i&&this.fire(new t.Event(\"rotateend\",e)),a&&this.fire(new t.Event(\"pitchend\",e)),this.fire(new t.Event(\"moveend\",e))}},r.prototype.flyTo=function(e,r){var n=this;if(!e.essential&&t.browser.prefersReducedMotion){var i=t.pick(e,[\"center\",\"zoom\",\"bearing\",\"pitch\",\"around\"]);return this.jumpTo(i,r)}this.stop(),e=t.extend({offset:[0,0],speed:1.2,curve:1.42,easing:t.ease},e);var a=this.transform,o=this.getZoom(),s=this.getBearing(),l=this.getPitch(),u=this.getPadding(),c=\"zoom\"in e?t.clamp(+e.zoom,a.minZoom,a.maxZoom):o,f=\"bearing\"in e?this._normalizeBearing(e.bearing,s):s,h=\"pitch\"in e?+e.pitch:l,p=\"padding\"in e?e.padding:a.padding,d=a.zoomScale(c-o),v=t.Point.convert(e.offset),g=a.centerPoint.add(v),y=a.pointLocation(g),m=t.LngLat.convert(e.center||y);this._normalizeCenter(m);var x=a.project(y),b=a.project(m).sub(x),_=e.curve,w=Math.max(a.width,a.height),T=w/d,k=b.mag();if(\"minZoom\"in e){var A=t.clamp(Math.min(e.minZoom,o,c),a.minZoom,a.maxZoom),M=w/a.zoomScale(A-o);_=Math.sqrt(M/k*2)}var S=_*_;function E(t){var e=(T*T-w*w+(t?-1:1)*S*S*k*k)/(2*(t?T:w)*S*k);return Math.log(Math.sqrt(e*e+1)-e)}function L(t){return(Math.exp(t)-Math.exp(-t))/2}function C(t){return(Math.exp(t)+Math.exp(-t))/2}var P=E(0),O=function(t){return C(P)/C(P+_*t)},I=function(t){return w*((C(P)*(L(e=P+_*t)/C(e))-L(P))/S)/k;var e},D=(E(1)-P)/_;if(Math.abs(k)<1e-6||!isFinite(D)){if(Math.abs(w-T)<1e-6)return this.easeTo(e,r);var z=T<w?-1:1;D=Math.abs(Math.log(T/w))/_,I=function(){return 0},O=function(t){return Math.exp(z*_*t)}}if(\"duration\"in e)e.duration=+e.duration;else{var R=\"screenSpeed\"in e?+e.screenSpeed/_:+e.speed;e.duration=1e3*D/R}return e.maxDuration&&e.duration>e.maxDuration&&(e.duration=0),this._zooming=!0,this._rotating=s!==f,this._pitching=h!==l,this._padding=!a.isPaddingEqual(p),this._prepareEase(r,!1),this._ease((function(e){var i=e*D,d=1/O(i);a.zoom=1===e?c:o+a.scaleZoom(d),n._rotating&&(a.bearing=t.number(s,f,e)),n._pitching&&(a.pitch=t.number(l,h,e)),n._padding&&(a.interpolatePadding(u,p,e),g=a.centerPoint.add(v));var y=1===e?m:a.unproject(x.add(b.mult(I(i))).mult(d));a.setLocationAtPoint(a.renderWorldCopies?y.wrap():y,g),n._fireMoveEvents(r)}),(function(){return n._afterEase(r)}),e),this},r.prototype.isEasing=function(){return!!this._easeFrameId},r.prototype.stop=function(){return this._stop()},r.prototype._stop=function(t,e){if(this._easeFrameId&&(this._cancelRenderFrame(this._easeFrameId),delete this._easeFrameId,delete this._onEaseFrame),this._onEaseEnd){var r=this._onEaseEnd;delete this._onEaseEnd,r.call(this,e)}if(!t){var n=this.handlers;n&&n.stop()}return this},r.prototype._ease=function(e,r,n){!1===n.animate||0===n.duration?(e(1),r()):(this._easeStart=t.browser.now(),this._easeOptions=n,this._onEaseFrame=e,this._onEaseEnd=r,this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback))},r.prototype._renderFrameCallback=function(){var e=Math.min((t.browser.now()-this._easeStart)/this._easeOptions.duration,1);this._onEaseFrame(this._easeOptions.easing(e)),e<1?this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback):this.stop()},r.prototype._normalizeBearing=function(e,r){e=t.wrap(e,-180,180);var n=Math.abs(e-r);return Math.abs(e-360-r)<n&&(e-=360),Math.abs(e+360-r)<n&&(e+=360),e},r.prototype._normalizeCenter=function(t){var e=this.transform;if(e.renderWorldCopies&&!e.lngRange){var r=t.lng-e.center.lng;t.lng+=r>180?-360:r<-180?360:0}},r}(t.Evented),Mi=function(e){void 0===e&&(e={}),this.options=e,t.bindAll([\"_updateEditLink\",\"_updateData\",\"_updateCompact\"],this)};Mi.prototype.getDefaultPosition=function(){return\"bottom-right\"},Mi.prototype.onAdd=function(t){var e=this.options&&this.options.compact;return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-attrib\"),this._innerContainer=r.create(\"div\",\"mapboxgl-ctrl-attrib-inner\",this._container),e&&this._container.classList.add(\"mapboxgl-compact\"),this._updateAttributions(),this._updateEditLink(),this._map.on(\"styledata\",this._updateData),this._map.on(\"sourcedata\",this._updateData),this._map.on(\"moveend\",this._updateEditLink),void 0===e&&(this._map.on(\"resize\",this._updateCompact),this._updateCompact()),this._container},Mi.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"styledata\",this._updateData),this._map.off(\"sourcedata\",this._updateData),this._map.off(\"moveend\",this._updateEditLink),this._map.off(\"resize\",this._updateCompact),this._map=void 0,this._attribHTML=void 0},Mi.prototype._updateEditLink=function(){var e=this._editLink;e||(e=this._editLink=this._container.querySelector(\".mapbox-improve-map\"));var r=[{key:\"owner\",value:this.styleOwner},{key:\"id\",value:this.styleId},{key:\"access_token\",value:this._map._requestManager._customAccessToken||t.config.ACCESS_TOKEN}];if(e){var n=r.reduce((function(t,e,n){return e.value&&(t+=e.key+\"=\"+e.value+(n<r.length-1?\"&\":\"\")),t}),\"?\");e.href=t.config.FEEDBACK_URL+\"/\"+n+(this._map._hash?this._map._hash.getHashString(!0):\"\"),e.rel=\"noopener nofollow\"}},Mi.prototype._updateData=function(t){!t||\"metadata\"!==t.sourceDataType&&\"style\"!==t.dataType||(this._updateAttributions(),this._updateEditLink())},Mi.prototype._updateAttributions=function(){if(this._map.style){var t=[];if(this.options.customAttribution&&(Array.isArray(this.options.customAttribution)?t=t.concat(this.options.customAttribution.map((function(t){return\"string\"!=typeof t?\"\":t}))):\"string\"==typeof this.options.customAttribution&&t.push(this.options.customAttribution)),this._map.style.stylesheet){var e=this._map.style.stylesheet;this.styleOwner=e.owner,this.styleId=e.id}var r=this._map.style.sourceCaches;for(var n in r){var i=r[n];if(i.used){var a=i.getSource();a.attribution&&t.indexOf(a.attribution)<0&&t.push(a.attribution)}}t.sort((function(t,e){return t.length-e.length}));var o=(t=t.filter((function(e,r){for(var n=r+1;n<t.length;n++)if(t[n].indexOf(e)>=0)return!1;return!0}))).join(\" | \");o!==this._attribHTML&&(this._attribHTML=o,t.length?(this._innerContainer.innerHTML=o,this._container.classList.remove(\"mapboxgl-attrib-empty\")):this._container.classList.add(\"mapboxgl-attrib-empty\"),this._editLink=null)}},Mi.prototype._updateCompact=function(){this._map.getCanvasContainer().offsetWidth<=640?this._container.classList.add(\"mapboxgl-compact\"):this._container.classList.remove(\"mapboxgl-compact\")};var Si=function(){t.bindAll([\"_updateLogo\"],this),t.bindAll([\"_updateCompact\"],this)};Si.prototype.onAdd=function(t){this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl\");var e=r.create(\"a\",\"mapboxgl-ctrl-logo\");return e.target=\"_blank\",e.rel=\"noopener nofollow\",e.href=\"https://www.mapbox.com/\",e.setAttribute(\"aria-label\",this._map._getUIString(\"LogoControl.Title\")),e.setAttribute(\"rel\",\"noopener nofollow\"),this._container.appendChild(e),this._container.style.display=\"none\",this._map.on(\"sourcedata\",this._updateLogo),this._updateLogo(),this._map.on(\"resize\",this._updateCompact),this._updateCompact(),this._container},Si.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"sourcedata\",this._updateLogo),this._map.off(\"resize\",this._updateCompact)},Si.prototype.getDefaultPosition=function(){return\"bottom-left\"},Si.prototype._updateLogo=function(t){t&&\"metadata\"!==t.sourceDataType||(this._container.style.display=this._logoRequired()?\"block\":\"none\")},Si.prototype._logoRequired=function(){if(this._map.style){var t=this._map.style.sourceCaches;for(var e in t)if(t[e].getSource().mapbox_logo)return!0;return!1}},Si.prototype._updateCompact=function(){var t=this._container.children;if(t.length){var e=t[0];this._map.getCanvasContainer().offsetWidth<250?e.classList.add(\"mapboxgl-compact\"):e.classList.remove(\"mapboxgl-compact\")}};var Ei=function(){this._queue=[],this._id=0,this._cleared=!1,this._currentlyRunning=!1};Ei.prototype.add=function(t){var e=++this._id;return this._queue.push({callback:t,id:e,cancelled:!1}),e},Ei.prototype.remove=function(t){for(var e=this._currentlyRunning,r=0,n=e?this._queue.concat(e):this._queue;r<n.length;r+=1){var i=n[r];if(i.id===t)return void(i.cancelled=!0)}},Ei.prototype.run=function(t){void 0===t&&(t=0);var e=this._currentlyRunning=this._queue;this._queue=[];for(var r=0,n=e;r<n.length;r+=1){var i=n[r];if(!i.cancelled&&(i.callback(t),this._cleared))break}this._cleared=!1,this._currentlyRunning=!1},Ei.prototype.clear=function(){this._currentlyRunning&&(this._cleared=!0),this._queue=[]};var Li={\"FullscreenControl.Enter\":\"Enter fullscreen\",\"FullscreenControl.Exit\":\"Exit fullscreen\",\"GeolocateControl.FindMyLocation\":\"Find my location\",\"GeolocateControl.LocationNotAvailable\":\"Location not available\",\"LogoControl.Title\":\"Mapbox logo\",\"NavigationControl.ResetBearing\":\"Reset bearing to north\",\"NavigationControl.ZoomIn\":\"Zoom in\",\"NavigationControl.ZoomOut\":\"Zoom out\",\"ScaleControl.Feet\":\"ft\",\"ScaleControl.Meters\":\"m\",\"ScaleControl.Kilometers\":\"km\",\"ScaleControl.Miles\":\"mi\",\"ScaleControl.NauticalMiles\":\"nm\"},Ci=t.window.HTMLImageElement,Pi=t.window.HTMLElement,Oi=t.window.ImageBitmap,Ii=60,Di={center:[0,0],zoom:0,bearing:0,pitch:0,minZoom:-2,maxZoom:22,minPitch:0,maxPitch:Ii,interactive:!0,scrollZoom:!0,boxZoom:!0,dragRotate:!0,dragPan:!0,keyboard:!0,doubleClickZoom:!0,touchZoomRotate:!0,touchPitch:!0,bearingSnap:7,clickTolerance:3,pitchWithRotate:!0,hash:!1,attributionControl:!0,failIfMajorPerformanceCaveat:!1,preserveDrawingBuffer:!1,trackResize:!0,renderWorldCopies:!0,refreshExpiredTiles:!0,maxTileCacheSize:null,localIdeographFontFamily:\"sans-serif\",transformRequest:null,accessToken:null,fadeDuration:300,crossSourceCollisions:!0},zi=function(n){function i(e){var r=this;if(null!=(e=t.extend({},Di,e)).minZoom&&null!=e.maxZoom&&e.minZoom>e.maxZoom)throw new Error(\"maxZoom must be greater than or equal to minZoom\");if(null!=e.minPitch&&null!=e.maxPitch&&e.minPitch>e.maxPitch)throw new Error(\"maxPitch must be greater than or equal to minPitch\");if(null!=e.minPitch&&e.minPitch<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(null!=e.maxPitch&&e.maxPitch>Ii)throw new Error(\"maxPitch must be less than or equal to 60\");var i=new Cn(e.minZoom,e.maxZoom,e.minPitch,e.maxPitch,e.renderWorldCopies);if(n.call(this,i,e),this._interactive=e.interactive,this._maxTileCacheSize=e.maxTileCacheSize,this._failIfMajorPerformanceCaveat=e.failIfMajorPerformanceCaveat,this._preserveDrawingBuffer=e.preserveDrawingBuffer,this._antialias=e.antialias,this._trackResize=e.trackResize,this._bearingSnap=e.bearingSnap,this._refreshExpiredTiles=e.refreshExpiredTiles,this._fadeDuration=e.fadeDuration,this._crossSourceCollisions=e.crossSourceCollisions,this._crossFadingFactor=1,this._collectResourceTiming=e.collectResourceTiming,this._renderTaskQueue=new Ei,this._controls=[],this._mapId=t.uniqueId(),this._locale=t.extend({},Li,e.locale),this._requestManager=new t.RequestManager(e.transformRequest,e.accessToken),\"string\"==typeof e.container){if(this._container=t.window.document.getElementById(e.container),!this._container)throw new Error(\"Container '\"+e.container+\"' not found.\")}else{if(!(e.container instanceof Pi))throw new Error(\"Invalid type: 'container' must be a String or HTMLElement.\");this._container=e.container}if(e.maxBounds&&this.setMaxBounds(e.maxBounds),t.bindAll([\"_onWindowOnline\",\"_onWindowResize\",\"_contextLost\",\"_contextRestored\"],this),this._setupContainer(),this._setupPainter(),void 0===this.painter)throw new Error(\"Failed to initialize WebGL.\");this.on(\"move\",(function(){return r._update(!1)})),this.on(\"moveend\",(function(){return r._update(!1)})),this.on(\"zoom\",(function(){return r._update(!0)})),void 0!==t.window&&(t.window.addEventListener(\"online\",this._onWindowOnline,!1),t.window.addEventListener(\"resize\",this._onWindowResize,!1)),this.handlers=new ki(this,e);var a=\"string\"==typeof e.hash&&e.hash||void 0;this._hash=e.hash&&new On(a).addTo(this),this._hash&&this._hash._onHashChange()||(this.jumpTo({center:e.center,zoom:e.zoom,bearing:e.bearing,pitch:e.pitch}),e.bounds&&(this.resize(),this.fitBounds(e.bounds,t.extend({},e.fitBoundsOptions,{duration:0})))),this.resize(),this._localIdeographFontFamily=e.localIdeographFontFamily,e.style&&this.setStyle(e.style,{localIdeographFontFamily:e.localIdeographFontFamily}),e.attributionControl&&this.addControl(new Mi({customAttribution:e.customAttribution})),this.addControl(new Si,e.logoPosition),this.on(\"style.load\",(function(){r.transform.unmodified&&r.jumpTo(r.style.stylesheet)})),this.on(\"data\",(function(e){r._update(\"style\"===e.dataType),r.fire(new t.Event(e.dataType+\"data\",e))})),this.on(\"dataloading\",(function(e){r.fire(new t.Event(e.dataType+\"dataloading\",e))}))}n&&(i.__proto__=n),i.prototype=Object.create(n&&n.prototype),i.prototype.constructor=i;var a={showTileBoundaries:{configurable:!0},showPadding:{configurable:!0},showCollisionBoxes:{configurable:!0},showOverdrawInspector:{configurable:!0},repaint:{configurable:!0},vertices:{configurable:!0},version:{configurable:!0}};return i.prototype._getMapId=function(){return this._mapId},i.prototype.addControl=function(e,r){if(void 0===r&&e.getDefaultPosition&&(r=e.getDefaultPosition()),void 0===r&&(r=\"top-right\"),!e||!e.onAdd)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.addControl(). Argument must be a control with onAdd and onRemove methods.\")));var n=e.onAdd(this);this._controls.push(e);var i=this._controlPositions[r];return-1!==r.indexOf(\"bottom\")?i.insertBefore(n,i.firstChild):i.appendChild(n),this},i.prototype.removeControl=function(e){if(!e||!e.onRemove)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.removeControl(). Argument must be a control with onAdd and onRemove methods.\")));var r=this._controls.indexOf(e);return r>-1&&this._controls.splice(r,1),e.onRemove(this),this},i.prototype.resize=function(e){var r=this._containerDimensions(),n=r[0],i=r[1];this._resizeCanvas(n,i),this.transform.resize(n,i),this.painter.resize(n,i);var a=!this._moving;return a&&(this.stop(),this.fire(new t.Event(\"movestart\",e)).fire(new t.Event(\"move\",e))),this.fire(new t.Event(\"resize\",e)),a&&this.fire(new t.Event(\"moveend\",e)),this},i.prototype.getBounds=function(){return this.transform.getBounds()},i.prototype.getMaxBounds=function(){return this.transform.getMaxBounds()},i.prototype.setMaxBounds=function(e){return this.transform.setMaxBounds(t.LngLatBounds.convert(e)),this._update()},i.prototype.setMinZoom=function(t){if((t=null==t?-2:t)>=-2&&t<=this.transform.maxZoom)return this.transform.minZoom=t,this._update(),this.getZoom()<t&&this.setZoom(t),this;throw new Error(\"minZoom must be between -2 and the current maxZoom, inclusive\")},i.prototype.getMinZoom=function(){return this.transform.minZoom},i.prototype.setMaxZoom=function(t){if((t=null==t?22:t)>=this.transform.minZoom)return this.transform.maxZoom=t,this._update(),this.getZoom()>t&&this.setZoom(t),this;throw new Error(\"maxZoom must be greater than the current minZoom\")},i.prototype.getMaxZoom=function(){return this.transform.maxZoom},i.prototype.setMinPitch=function(t){if((t=null==t?0:t)<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(t>=0&&t<=this.transform.maxPitch)return this.transform.minPitch=t,this._update(),this.getPitch()<t&&this.setPitch(t),this;throw new Error(\"minPitch must be between 0 and the current maxPitch, inclusive\")},i.prototype.getMinPitch=function(){return this.transform.minPitch},i.prototype.setMaxPitch=function(t){if((t=null==t?Ii:t)>Ii)throw new Error(\"maxPitch must be less than or equal to 60\");if(t>=this.transform.minPitch)return this.transform.maxPitch=t,this._update(),this.getPitch()>t&&this.setPitch(t),this;throw new Error(\"maxPitch must be greater than the current minPitch\")},i.prototype.getMaxPitch=function(){return this.transform.maxPitch},i.prototype.getRenderWorldCopies=function(){return this.transform.renderWorldCopies},i.prototype.setRenderWorldCopies=function(t){return this.transform.renderWorldCopies=t,this._update()},i.prototype.project=function(e){return this.transform.locationPoint(t.LngLat.convert(e))},i.prototype.unproject=function(e){return this.transform.pointLocation(t.Point.convert(e))},i.prototype.isMoving=function(){return this._moving||this.handlers.isMoving()},i.prototype.isZooming=function(){return this._zooming||this.handlers.isZooming()},i.prototype.isRotating=function(){return this._rotating||this.handlers.isRotating()},i.prototype._createDelegatedListener=function(t,e,r){var n,i=this;if(\"mouseenter\"===t||\"mouseover\"===t){var a=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){var o=i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[];o.length?a||(a=!0,r.call(i,new Un(t,i,n.originalEvent,{features:o}))):a=!1},mouseout:function(){a=!1}}}}if(\"mouseleave\"===t||\"mouseout\"===t){var o=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){(i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[]).length?o=!0:o&&(o=!1,r.call(i,new Un(t,i,n.originalEvent)))},mouseout:function(e){o&&(o=!1,r.call(i,new Un(t,i,e.originalEvent)))}}}}return{layer:e,listener:r,delegates:(n={},n[t]=function(t){var n=i.getLayer(e)?i.queryRenderedFeatures(t.point,{layers:[e]}):[];n.length&&(t.features=n,r.call(i,t),delete t.features)},n)}},i.prototype.on=function(t,e,r){if(void 0===r)return n.prototype.on.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in this._delegatedListeners=this._delegatedListeners||{},this._delegatedListeners[t]=this._delegatedListeners[t]||[],this._delegatedListeners[t].push(i),i.delegates)this.on(a,i.delegates[a]);return this},i.prototype.once=function(t,e,r){if(void 0===r)return n.prototype.once.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in i.delegates)this.once(a,i.delegates[a]);return this},i.prototype.off=function(t,e,r){var i=this;if(void 0===r)return n.prototype.off.call(this,t,e);return this._delegatedListeners&&this._delegatedListeners[t]&&function(n){for(var a=n[t],o=0;o<a.length;o++){var s=a[o];if(s.layer===e&&s.listener===r){for(var l in s.delegates)i.off(l,s.delegates[l]);return a.splice(o,1),i}}}(this._delegatedListeners),this},i.prototype.queryRenderedFeatures=function(e,r){if(!this.style)return[];var n;if(void 0!==r||void 0===e||e instanceof t.Point||Array.isArray(e)||(r=e,e=void 0),r=r||{},(e=e||[[0,0],[this.transform.width,this.transform.height]])instanceof t.Point||\"number\"==typeof e[0])n=[t.Point.convert(e)];else{var i=t.Point.convert(e[0]),a=t.Point.convert(e[1]);n=[i,new t.Point(a.x,i.y),a,new t.Point(i.x,a.y),i]}return this.style.queryRenderedFeatures(n,r,this.transform)},i.prototype.querySourceFeatures=function(t,e){return this.style.querySourceFeatures(t,e)},i.prototype.setStyle=function(e,r){return!1!==(r=t.extend({},{localIdeographFontFamily:this._localIdeographFontFamily},r)).diff&&r.localIdeographFontFamily===this._localIdeographFontFamily&&this.style&&e?(this._diffStyle(e,r),this):(this._localIdeographFontFamily=r.localIdeographFontFamily,this._updateStyle(e,r))},i.prototype._getUIString=function(t){var e=this._locale[t];if(null==e)throw new Error(\"Missing UI string '\"+t+\"'\");return e},i.prototype._updateStyle=function(t,e){return this.style&&(this.style.setEventedParent(null),this.style._remove()),t?(this.style=new Ye(this,e||{}),this.style.setEventedParent(this,{style:this.style}),\"string\"==typeof t?this.style.loadURL(t):this.style.loadJSON(t),this):(delete this.style,this)},i.prototype._lazyInitEmptyStyle=function(){this.style||(this.style=new Ye(this,{}),this.style.setEventedParent(this,{style:this.style}),this.style.loadEmpty())},i.prototype._diffStyle=function(e,r){var n=this;if(\"string\"==typeof e){var i=this._requestManager.normalizeStyleURL(e),a=this._requestManager.transformRequest(i,t.ResourceType.Style);t.getJSON(a,(function(e,i){e?n.fire(new t.ErrorEvent(e)):i&&n._updateDiff(i,r)}))}else\"object\"==typeof e&&this._updateDiff(e,r)},i.prototype._updateDiff=function(e,r){try{this.style.setState(e)&&this._update(!0)}catch(n){t.warnOnce(\"Unable to perform style diff: \"+(n.message||n.error||n)+\".  Rebuilding the style from scratch.\"),this._updateStyle(e,r)}},i.prototype.getStyle=function(){if(this.style)return this.style.serialize()},i.prototype.isStyleLoaded=function(){return this.style?this.style.loaded():t.warnOnce(\"There is no style added to the map.\")},i.prototype.addSource=function(t,e){return this._lazyInitEmptyStyle(),this.style.addSource(t,e),this._update(!0)},i.prototype.isSourceLoaded=function(e){var r=this.style&&this.style.sourceCaches[e];if(void 0!==r)return r.loaded();this.fire(new t.ErrorEvent(new Error(\"There is no source with ID '\"+e+\"'\")))},i.prototype.areTilesLoaded=function(){var t=this.style&&this.style.sourceCaches;for(var e in t){var r=t[e]._tiles;for(var n in r){var i=r[n];if(\"loaded\"!==i.state&&\"errored\"!==i.state)return!1}}return!0},i.prototype.addSourceType=function(t,e,r){return this._lazyInitEmptyStyle(),this.style.addSourceType(t,e,r)},i.prototype.removeSource=function(t){return this.style.removeSource(t),this._update(!0)},i.prototype.getSource=function(t){return this.style.getSource(t)},i.prototype.addImage=function(e,r,n){void 0===n&&(n={});var i=n.pixelRatio;void 0===i&&(i=1);var a=n.sdf;void 0===a&&(a=!1);var o=n.stretchX,s=n.stretchY,l=n.content;this._lazyInitEmptyStyle();if(r instanceof Ci||Oi&&r instanceof Oi){var u=t.browser.getImageData(r),c=u.width,f=u.height,h=u.data;this.style.addImage(e,{data:new t.RGBAImage({width:c,height:f},h),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0})}else{if(void 0===r.width||void 0===r.height)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.addImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));var p=r.width,d=r.height,v=r.data,g=r;this.style.addImage(e,{data:new t.RGBAImage({width:p,height:d},new Uint8Array(v)),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0,userImage:g}),g.onAdd&&g.onAdd(this,e)}},i.prototype.updateImage=function(e,r){var n=this.style.getImage(e);if(!n)return this.fire(new t.ErrorEvent(new Error(\"The map has no image with that id. If you are adding a new image use `map.addImage(...)` instead.\")));var i=r instanceof Ci||Oi&&r instanceof Oi?t.browser.getImageData(r):r,a=i.width,o=i.height,s=i.data;if(void 0===a||void 0===o)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.updateImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));if(a!==n.data.width||o!==n.data.height)return this.fire(new t.ErrorEvent(new Error(\"The width and height of the updated image must be that same as the previous version of the image\")));var l=!(r instanceof Ci||Oi&&r instanceof Oi);n.data.replace(s,l),this.style.updateImage(e,n)},i.prototype.hasImage=function(e){return e?!!this.style.getImage(e):(this.fire(new t.ErrorEvent(new Error(\"Missing required image id\"))),!1)},i.prototype.removeImage=function(t){this.style.removeImage(t)},i.prototype.loadImage=function(e,r){t.getImage(this._requestManager.transformRequest(e,t.ResourceType.Image),r)},i.prototype.listImages=function(){return this.style.listImages()},i.prototype.addLayer=function(t,e){return this._lazyInitEmptyStyle(),this.style.addLayer(t,e),this._update(!0)},i.prototype.moveLayer=function(t,e){return this.style.moveLayer(t,e),this._update(!0)},i.prototype.removeLayer=function(t){return this.style.removeLayer(t),this._update(!0)},i.prototype.getLayer=function(t){return this.style.getLayer(t)},i.prototype.setLayerZoomRange=function(t,e,r){return this.style.setLayerZoomRange(t,e,r),this._update(!0)},i.prototype.setFilter=function(t,e,r){return void 0===r&&(r={}),this.style.setFilter(t,e,r),this._update(!0)},i.prototype.getFilter=function(t){return this.style.getFilter(t)},i.prototype.setPaintProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setPaintProperty(t,e,r,n),this._update(!0)},i.prototype.getPaintProperty=function(t,e){return this.style.getPaintProperty(t,e)},i.prototype.setLayoutProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setLayoutProperty(t,e,r,n),this._update(!0)},i.prototype.getLayoutProperty=function(t,e){return this.style.getLayoutProperty(t,e)},i.prototype.setLight=function(t,e){return void 0===e&&(e={}),this._lazyInitEmptyStyle(),this.style.setLight(t,e),this._update(!0)},i.prototype.getLight=function(){return this.style.getLight()},i.prototype.setFeatureState=function(t,e){return this.style.setFeatureState(t,e),this._update()},i.prototype.removeFeatureState=function(t,e){return this.style.removeFeatureState(t,e),this._update()},i.prototype.getFeatureState=function(t){return this.style.getFeatureState(t)},i.prototype.getContainer=function(){return this._container},i.prototype.getCanvasContainer=function(){return this._canvasContainer},i.prototype.getCanvas=function(){return this._canvas},i.prototype._containerDimensions=function(){var t=0,e=0;return this._container&&(t=this._container.clientWidth||400,e=this._container.clientHeight||300),[t,e]},i.prototype._detectMissingCSS=function(){\"rgb(250, 128, 114)\"!==t.window.getComputedStyle(this._missingCSSCanary).getPropertyValue(\"background-color\")&&t.warnOnce(\"This page appears to be missing CSS declarations for Mapbox GL JS, which may cause the map to display incorrectly. Please ensure your page includes mapbox-gl.css, as described in https://www.mapbox.com/mapbox-gl-js/api/.\")},i.prototype._setupContainer=function(){var t=this._container;t.classList.add(\"mapboxgl-map\"),(this._missingCSSCanary=r.create(\"div\",\"mapboxgl-canary\",t)).style.visibility=\"hidden\",this._detectMissingCSS();var e=this._canvasContainer=r.create(\"div\",\"mapboxgl-canvas-container\",t);this._interactive&&e.classList.add(\"mapboxgl-interactive\"),this._canvas=r.create(\"canvas\",\"mapboxgl-canvas\",e),this._canvas.addEventListener(\"webglcontextlost\",this._contextLost,!1),this._canvas.addEventListener(\"webglcontextrestored\",this._contextRestored,!1),this._canvas.setAttribute(\"tabindex\",\"0\"),this._canvas.setAttribute(\"aria-label\",\"Map\");var n=this._containerDimensions();this._resizeCanvas(n[0],n[1]);var i=this._controlContainer=r.create(\"div\",\"mapboxgl-control-container\",t),a=this._controlPositions={};[\"top-left\",\"top-right\",\"bottom-left\",\"bottom-right\"].forEach((function(t){a[t]=r.create(\"div\",\"mapboxgl-ctrl-\"+t,i)}))},i.prototype._resizeCanvas=function(e,r){var n=t.browser.devicePixelRatio||1;this._canvas.width=n*e,this._canvas.height=n*r,this._canvas.style.width=e+\"px\",this._canvas.style.height=r+\"px\"},i.prototype._setupPainter=function(){var r=t.extend({},e.webGLContextAttributes,{failIfMajorPerformanceCaveat:this._failIfMajorPerformanceCaveat,preserveDrawingBuffer:this._preserveDrawingBuffer,antialias:this._antialias||!1}),n=this._canvas.getContext(\"webgl\",r)||this._canvas.getContext(\"experimental-webgl\",r);n?(this.painter=new Mn(n,this.transform),t.webpSupported.testSupport(n)):this.fire(new t.ErrorEvent(new Error(\"Failed to initialize WebGL\")))},i.prototype._contextLost=function(e){e.preventDefault(),this._frame&&(this._frame.cancel(),this._frame=null),this.fire(new t.Event(\"webglcontextlost\",{originalEvent:e}))},i.prototype._contextRestored=function(e){this._setupPainter(),this.resize(),this._update(),this.fire(new t.Event(\"webglcontextrestored\",{originalEvent:e}))},i.prototype.loaded=function(){return!this._styleDirty&&!this._sourcesDirty&&!!this.style&&this.style.loaded()},i.prototype._update=function(t){return this.style?(this._styleDirty=this._styleDirty||t,this._sourcesDirty=!0,this.triggerRepaint(),this):this},i.prototype._requestRenderFrame=function(t){return this._update(),this._renderTaskQueue.add(t)},i.prototype._cancelRenderFrame=function(t){this._renderTaskQueue.remove(t)},i.prototype._render=function(e){var r,n=this,i=0,a=this.painter.context.extTimerQuery;if(this.listens(\"gpu-timing-frame\")&&(r=a.createQueryEXT(),a.beginQueryEXT(a.TIME_ELAPSED_EXT,r),i=t.browser.now()),this.painter.context.setDirty(),this.painter.setBaseState(),this._renderTaskQueue.run(e),!this._removed){var o=!1;if(this.style&&this._styleDirty){this._styleDirty=!1;var s=this.transform.zoom,l=t.browser.now();this.style.zoomHistory.update(s,l);var u=new t.EvaluationParameters(s,{now:l,fadeDuration:this._fadeDuration,zoomHistory:this.style.zoomHistory,transition:this.style.getTransition()}),c=u.crossFadingFactor();1===c&&c===this._crossFadingFactor||(o=!0,this._crossFadingFactor=c),this.style.update(u)}if(this.style&&this._sourcesDirty&&(this._sourcesDirty=!1,this.style._updateSources(this.transform)),this._placementDirty=this.style&&this.style._updatePlacement(this.painter.transform,this.showCollisionBoxes,this._fadeDuration,this._crossSourceCollisions),this.painter.render(this.style,{showTileBoundaries:this.showTileBoundaries,showOverdrawInspector:this._showOverdrawInspector,rotating:this.isRotating(),zooming:this.isZooming(),moving:this.isMoving(),fadeDuration:this._fadeDuration,showPadding:this.showPadding,gpuTiming:!!this.listens(\"gpu-timing-layer\")}),this.fire(new t.Event(\"render\")),this.loaded()&&!this._loaded&&(this._loaded=!0,this.fire(new t.Event(\"load\"))),this.style&&(this.style.hasTransitions()||o)&&(this._styleDirty=!0),this.style&&!this._placementDirty&&this.style._releaseSymbolFadeTiles(),this.listens(\"gpu-timing-frame\")){var f=t.browser.now()-i;a.endQueryEXT(a.TIME_ELAPSED_EXT,r),setTimeout((function(){var e=a.getQueryObjectEXT(r,a.QUERY_RESULT_EXT)/1e6;a.deleteQueryEXT(r),n.fire(new t.Event(\"gpu-timing-frame\",{cpuTime:f,gpuTime:e}))}),50)}if(this.listens(\"gpu-timing-layer\")){var h=this.painter.collectGpuTimers();setTimeout((function(){var e=n.painter.queryGpuTimers(h);n.fire(new t.Event(\"gpu-timing-layer\",{layerTimes:e}))}),50)}return this._sourcesDirty||this._styleDirty||this._placementDirty||this._repaint?this.triggerRepaint():!this.isMoving()&&this.loaded()&&(this._fullyLoaded||(this._fullyLoaded=!0),this.fire(new t.Event(\"idle\"))),this}},i.prototype.remove=function(){this._hash&&this._hash.remove();for(var e=0,r=this._controls;e<r.length;e+=1)r[e].onRemove(this);this._controls=[],this._frame&&(this._frame.cancel(),this._frame=null),this._renderTaskQueue.clear(),this.painter.destroy(),this.handlers.destroy(),delete this.handlers,this.setStyle(null),void 0!==t.window&&(t.window.removeEventListener(\"resize\",this._onWindowResize,!1),t.window.removeEventListener(\"online\",this._onWindowOnline,!1));var n=this.painter.context.gl.getExtension(\"WEBGL_lose_context\");n&&n.loseContext(),Ri(this._canvasContainer),Ri(this._controlContainer),Ri(this._missingCSSCanary),this._container.classList.remove(\"mapboxgl-map\"),this._removed=!0,this.fire(new t.Event(\"remove\"))},i.prototype.triggerRepaint=function(){var e=this;this.style&&!this._frame&&(this._frame=t.browser.frame((function(t){e._frame=null,e._render(t)})))},i.prototype._onWindowOnline=function(){this._update()},i.prototype._onWindowResize=function(t){this._trackResize&&this.resize({originalEvent:t})._update()},a.showTileBoundaries.get=function(){return!!this._showTileBoundaries},a.showTileBoundaries.set=function(t){this._showTileBoundaries!==t&&(this._showTileBoundaries=t,this._update())},a.showPadding.get=function(){return!!this._showPadding},a.showPadding.set=function(t){this._showPadding!==t&&(this._showPadding=t,this._update())},a.showCollisionBoxes.get=function(){return!!this._showCollisionBoxes},a.showCollisionBoxes.set=function(t){this._showCollisionBoxes!==t&&(this._showCollisionBoxes=t,t?this.style._generateCollisionBoxes():this._update())},a.showOverdrawInspector.get=function(){return!!this._showOverdrawInspector},a.showOverdrawInspector.set=function(t){this._showOverdrawInspector!==t&&(this._showOverdrawInspector=t,this._update())},a.repaint.get=function(){return!!this._repaint},a.repaint.set=function(t){this._repaint!==t&&(this._repaint=t,this.triggerRepaint())},a.vertices.get=function(){return!!this._vertices},a.vertices.set=function(t){this._vertices=t,this._update()},i.prototype._setCacheLimits=function(e,r){t.setCacheLimits(e,r)},a.version.get=function(){return t.version},Object.defineProperties(i.prototype,a),i}(Ai);function Ri(t){t.parentNode&&t.parentNode.removeChild(t)}var Fi={showCompass:!0,showZoom:!0,visualizePitch:!1},Bi=function(e){var n=this;this.options=t.extend({},Fi,e),this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this.options.showZoom&&(t.bindAll([\"_setButtonTitle\",\"_updateZoomButtons\"],this),this._zoomInButton=this._createButton(\"mapboxgl-ctrl-zoom-in\",(function(t){return n._map.zoomIn({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomInButton).setAttribute(\"aria-hidden\",!0),this._zoomOutButton=this._createButton(\"mapboxgl-ctrl-zoom-out\",(function(t){return n._map.zoomOut({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomOutButton).setAttribute(\"aria-hidden\",!0)),this.options.showCompass&&(t.bindAll([\"_rotateCompassArrow\"],this),this._compass=this._createButton(\"mapboxgl-ctrl-compass\",(function(t){n.options.visualizePitch?n._map.resetNorthPitch({},{originalEvent:t}):n._map.resetNorth({},{originalEvent:t})})),this._compassIcon=r.create(\"span\",\"mapboxgl-ctrl-icon\",this._compass),this._compassIcon.setAttribute(\"aria-hidden\",!0))};Bi.prototype._updateZoomButtons=function(){var t=this._map.getZoom();this._zoomInButton.disabled=t===this._map.getMaxZoom(),this._zoomOutButton.disabled=t===this._map.getMinZoom()},Bi.prototype._rotateCompassArrow=function(){var t=this.options.visualizePitch?\"scale(\"+1/Math.pow(Math.cos(this._map.transform.pitch*(Math.PI/180)),.5)+\") rotateX(\"+this._map.transform.pitch+\"deg) rotateZ(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\":\"rotate(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\";this._compassIcon.style.transform=t},Bi.prototype.onAdd=function(t){return this._map=t,this.options.showZoom&&(this._setButtonTitle(this._zoomInButton,\"ZoomIn\"),this._setButtonTitle(this._zoomOutButton,\"ZoomOut\"),this._map.on(\"zoom\",this._updateZoomButtons),this._updateZoomButtons()),this.options.showCompass&&(this._setButtonTitle(this._compass,\"ResetBearing\"),this.options.visualizePitch&&this._map.on(\"pitch\",this._rotateCompassArrow),this._map.on(\"rotate\",this._rotateCompassArrow),this._rotateCompassArrow(),this._handler=new Ni(this._map,this._compass,this.options.visualizePitch)),this._container},Bi.prototype.onRemove=function(){r.remove(this._container),this.options.showZoom&&this._map.off(\"zoom\",this._updateZoomButtons),this.options.showCompass&&(this.options.visualizePitch&&this._map.off(\"pitch\",this._rotateCompassArrow),this._map.off(\"rotate\",this._rotateCompassArrow),this._handler.off(),delete this._handler),delete this._map},Bi.prototype._createButton=function(t,e){var n=r.create(\"button\",t,this._container);return n.type=\"button\",n.addEventListener(\"click\",e),n},Bi.prototype._setButtonTitle=function(t,e){var r=this._map._getUIString(\"NavigationControl.\"+e);t.title=r,t.setAttribute(\"aria-label\",r)};var Ni=function(e,n,i){void 0===i&&(i=!1),this._clickTolerance=10,this.element=n,this.mouseRotate=new Qn({clickTolerance:e.dragRotate._mouseRotate._clickTolerance}),this.map=e,i&&(this.mousePitch=new ti({clickTolerance:e.dragRotate._mousePitch._clickTolerance})),t.bindAll([\"mousedown\",\"mousemove\",\"mouseup\",\"touchstart\",\"touchmove\",\"touchend\",\"reset\"],this),r.addEventListener(n,\"mousedown\",this.mousedown),r.addEventListener(n,\"touchstart\",this.touchstart,{passive:!1}),r.addEventListener(n,\"touchmove\",this.touchmove),r.addEventListener(n,\"touchend\",this.touchend),r.addEventListener(n,\"touchcancel\",this.reset)};function ji(e,r,n){if(e=new t.LngLat(e.lng,e.lat),r){var i=new t.LngLat(e.lng-360,e.lat),a=new t.LngLat(e.lng+360,e.lat),o=n.locationPoint(e).distSqr(r);n.locationPoint(i).distSqr(r)<o?e=i:n.locationPoint(a).distSqr(r)<o&&(e=a)}for(;Math.abs(e.lng-n.center.lng)>180;){var s=n.locationPoint(e);if(s.x>=0&&s.y>=0&&s.x<=n.width&&s.y<=n.height)break;e.lng>n.center.lng?e.lng-=360:e.lng+=360}return e}Ni.prototype.down=function(t,e){this.mouseRotate.mousedown(t,e),this.mousePitch&&this.mousePitch.mousedown(t,e),r.disableDrag()},Ni.prototype.move=function(t,e){var r=this.map,n=this.mouseRotate.mousemoveWindow(t,e);if(n&&n.bearingDelta&&r.setBearing(r.getBearing()+n.bearingDelta),this.mousePitch){var i=this.mousePitch.mousemoveWindow(t,e);i&&i.pitchDelta&&r.setPitch(r.getPitch()+i.pitchDelta)}},Ni.prototype.off=function(){var t=this.element;r.removeEventListener(t,\"mousedown\",this.mousedown),r.removeEventListener(t,\"touchstart\",this.touchstart,{passive:!1}),r.removeEventListener(t,\"touchmove\",this.touchmove),r.removeEventListener(t,\"touchend\",this.touchend),r.removeEventListener(t,\"touchcancel\",this.reset),this.offTemp()},Ni.prototype.offTemp=function(){r.enableDrag(),r.removeEventListener(t.window,\"mousemove\",this.mousemove),r.removeEventListener(t.window,\"mouseup\",this.mouseup)},Ni.prototype.mousedown=function(e){this.down(t.extend({},e,{ctrlKey:!0,preventDefault:function(){return e.preventDefault()}}),r.mousePos(this.element,e)),r.addEventListener(t.window,\"mousemove\",this.mousemove),r.addEventListener(t.window,\"mouseup\",this.mouseup)},Ni.prototype.mousemove=function(t){this.move(t,r.mousePos(this.element,t))},Ni.prototype.mouseup=function(t){this.mouseRotate.mouseupWindow(t),this.mousePitch&&this.mousePitch.mouseupWindow(t),this.offTemp()},Ni.prototype.touchstart=function(t){1!==t.targetTouches.length?this.reset():(this._startPos=this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.down({type:\"mousedown\",button:0,ctrlKey:!0,preventDefault:function(){return t.preventDefault()}},this._startPos))},Ni.prototype.touchmove=function(t){1!==t.targetTouches.length?this.reset():(this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.move({preventDefault:function(){return t.preventDefault()}},this._lastPos))},Ni.prototype.touchend=function(t){0===t.targetTouches.length&&this._startPos&&this._lastPos&&this._startPos.dist(this._lastPos)<this._clickTolerance&&this.element.click(),this.reset()},Ni.prototype.reset=function(){this.mouseRotate.reset(),this.mousePitch&&this.mousePitch.reset(),delete this._startPos,delete this._lastPos,this.offTemp()};var Ui={center:\"translate(-50%,-50%)\",top:\"translate(-50%,0)\",\"top-left\":\"translate(0,0)\",\"top-right\":\"translate(-100%,0)\",bottom:\"translate(-50%,-100%)\",\"bottom-left\":\"translate(0,-100%)\",\"bottom-right\":\"translate(-100%,-100%)\",left:\"translate(0,-50%)\",right:\"translate(-100%,-50%)\"};function Vi(t,e,r){var n=t.classList;for(var i in Ui)n.remove(\"mapboxgl-\"+r+\"-anchor-\"+i);n.add(\"mapboxgl-\"+r+\"-anchor-\"+e)}var Hi,qi=function(e){function n(n,i){var a=this;if(e.call(this),(n instanceof t.window.HTMLElement||i)&&(n=t.extend({element:n},i)),t.bindAll([\"_update\",\"_onMove\",\"_onUp\",\"_addDragHandler\",\"_onMapClick\",\"_onKeyPress\"],this),this._anchor=n&&n.anchor||\"center\",this._color=n&&n.color||\"#3FB1CE\",this._draggable=n&&n.draggable||!1,this._state=\"inactive\",this._rotation=n&&n.rotation||0,this._rotationAlignment=n&&n.rotationAlignment||\"auto\",this._pitchAlignment=n&&n.pitchAlignment&&\"auto\"!==n.pitchAlignment?n.pitchAlignment:this._rotationAlignment,n&&n.element)this._element=n.element,this._offset=t.Point.convert(n&&n.offset||[0,0]);else{this._defaultMarker=!0,this._element=r.create(\"div\"),this._element.setAttribute(\"aria-label\",\"Map marker\");var o=r.createNS(\"http://www.w3.org/2000/svg\",\"svg\");o.setAttributeNS(null,\"display\",\"block\"),o.setAttributeNS(null,\"height\",\"41px\"),o.setAttributeNS(null,\"width\",\"27px\"),o.setAttributeNS(null,\"viewBox\",\"0 0 27 41\");var s=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");s.setAttributeNS(null,\"stroke\",\"none\"),s.setAttributeNS(null,\"stroke-width\",\"1\"),s.setAttributeNS(null,\"fill\",\"none\"),s.setAttributeNS(null,\"fill-rule\",\"evenodd\");var l=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");l.setAttributeNS(null,\"fill-rule\",\"nonzero\");var u=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");u.setAttributeNS(null,\"transform\",\"translate(3.0, 29.0)\"),u.setAttributeNS(null,\"fill\",\"#000000\");for(var c=0,f=[{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"9.5\",ry:\"4.77275007\"},{rx:\"8.5\",ry:\"4.29549936\"},{rx:\"7.5\",ry:\"3.81822308\"},{rx:\"6.5\",ry:\"3.34094679\"},{rx:\"5.5\",ry:\"2.86367051\"},{rx:\"4.5\",ry:\"2.38636864\"}];c<f.length;c+=1){var h=f[c],p=r.createNS(\"http://www.w3.org/2000/svg\",\"ellipse\");p.setAttributeNS(null,\"opacity\",\"0.04\"),p.setAttributeNS(null,\"cx\",\"10.5\"),p.setAttributeNS(null,\"cy\",\"5.80029008\"),p.setAttributeNS(null,\"rx\",h.rx),p.setAttributeNS(null,\"ry\",h.ry),u.appendChild(p)}var d=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");d.setAttributeNS(null,\"fill\",this._color);var v=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");v.setAttributeNS(null,\"d\",\"M27,13.5 C27,19.074644 20.250001,27.000002 14.75,34.500002 C14.016665,35.500004 12.983335,35.500004 12.25,34.500002 C6.7499993,27.000002 0,19.222562 0,13.5 C0,6.0441559 6.0441559,0 13.5,0 C20.955844,0 27,6.0441559 27,13.5 Z\"),d.appendChild(v);var g=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");g.setAttributeNS(null,\"opacity\",\"0.25\"),g.setAttributeNS(null,\"fill\",\"#000000\");var y=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");y.setAttributeNS(null,\"d\",\"M13.5,0 C6.0441559,0 0,6.0441559 0,13.5 C0,19.222562 6.7499993,27 12.25,34.5 C13,35.522727 14.016664,35.500004 14.75,34.5 C20.250001,27 27,19.074644 27,13.5 C27,6.0441559 20.955844,0 13.5,0 Z M13.5,1 C20.415404,1 26,6.584596 26,13.5 C26,15.898657 24.495584,19.181431 22.220703,22.738281 C19.945823,26.295132 16.705119,30.142167 13.943359,33.908203 C13.743445,34.180814 13.612715,34.322738 13.5,34.441406 C13.387285,34.322738 13.256555,34.180814 13.056641,33.908203 C10.284481,30.127985 7.4148684,26.314159 5.015625,22.773438 C2.6163816,19.232715 1,15.953538 1,13.5 C1,6.584596 6.584596,1 13.5,1 Z\"),g.appendChild(y);var m=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");m.setAttributeNS(null,\"transform\",\"translate(6.0, 7.0)\"),m.setAttributeNS(null,\"fill\",\"#FFFFFF\");var x=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");x.setAttributeNS(null,\"transform\",\"translate(8.0, 8.0)\");var b=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");b.setAttributeNS(null,\"fill\",\"#000000\"),b.setAttributeNS(null,\"opacity\",\"0.25\"),b.setAttributeNS(null,\"cx\",\"5.5\"),b.setAttributeNS(null,\"cy\",\"5.5\"),b.setAttributeNS(null,\"r\",\"5.4999962\");var _=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");_.setAttributeNS(null,\"fill\",\"#FFFFFF\"),_.setAttributeNS(null,\"cx\",\"5.5\"),_.setAttributeNS(null,\"cy\",\"5.5\"),_.setAttributeNS(null,\"r\",\"5.4999962\"),x.appendChild(b),x.appendChild(_),l.appendChild(u),l.appendChild(d),l.appendChild(g),l.appendChild(m),l.appendChild(x),o.appendChild(l),this._element.appendChild(o),this._offset=t.Point.convert(n&&n.offset||[0,-14])}this._element.classList.add(\"mapboxgl-marker\"),this._element.addEventListener(\"dragstart\",(function(t){t.preventDefault()})),this._element.addEventListener(\"mousedown\",(function(t){t.preventDefault()})),this._element.addEventListener(\"focus\",(function(){var t=a._map.getContainer();t.scrollTop=0,t.scrollLeft=0})),Vi(this._element,this._anchor,\"marker\"),this._popup=null}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(t){return this.remove(),this._map=t,t.getCanvasContainer().appendChild(this._element),t.on(\"move\",this._update),t.on(\"moveend\",this._update),this.setDraggable(this._draggable),this._update(),this._map.on(\"click\",this._onMapClick),this},n.prototype.remove=function(){return this._map&&(this._map.off(\"click\",this._onMapClick),this._map.off(\"move\",this._update),this._map.off(\"moveend\",this._update),this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler),this._map.off(\"mouseup\",this._onUp),this._map.off(\"touchend\",this._onUp),this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),delete this._map),r.remove(this._element),this._popup&&this._popup.remove(),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._popup&&this._popup.setLngLat(this._lngLat),this._update(),this},n.prototype.getElement=function(){return this._element},n.prototype.setPopup=function(t){if(this._popup&&(this._popup.remove(),this._popup=null,this._element.removeEventListener(\"keypress\",this._onKeyPress),this._originalTabIndex||this._element.removeAttribute(\"tabindex\")),t){if(!(\"offset\"in t.options)){var e=13.5,r=Math.sqrt(Math.pow(e,2)/2);t.options.offset=this._defaultMarker?{top:[0,0],\"top-left\":[0,0],\"top-right\":[0,0],bottom:[0,-38.1],\"bottom-left\":[r,-1*(24.6+r)],\"bottom-right\":[-r,-1*(24.6+r)],left:[e,-24.6],right:[-13.5,-24.6]}:this._offset}this._popup=t,this._lngLat&&this._popup.setLngLat(this._lngLat),this._originalTabIndex=this._element.getAttribute(\"tabindex\"),this._originalTabIndex||this._element.setAttribute(\"tabindex\",\"0\"),this._element.addEventListener(\"keypress\",this._onKeyPress)}return this},n.prototype._onKeyPress=function(t){var e=t.code,r=t.charCode||t.keyCode;\"Space\"!==e&&\"Enter\"!==e&&32!==r&&13!==r||this.togglePopup()},n.prototype._onMapClick=function(t){var e=t.originalEvent.target,r=this._element;this._popup&&(e===r||r.contains(e))&&this.togglePopup()},n.prototype.getPopup=function(){return this._popup},n.prototype.togglePopup=function(){var t=this._popup;return t?(t.isOpen()?t.remove():t.addTo(this._map),this):this},n.prototype._update=function(t){if(this._map){this._map.transform.renderWorldCopies&&(this._lngLat=ji(this._lngLat,this._pos,this._map.transform)),this._pos=this._map.project(this._lngLat)._add(this._offset);var e=\"\";\"viewport\"===this._rotationAlignment||\"auto\"===this._rotationAlignment?e=\"rotateZ(\"+this._rotation+\"deg)\":\"map\"===this._rotationAlignment&&(e=\"rotateZ(\"+(this._rotation-this._map.getBearing())+\"deg)\");var n=\"\";\"viewport\"===this._pitchAlignment||\"auto\"===this._pitchAlignment?n=\"rotateX(0deg)\":\"map\"===this._pitchAlignment&&(n=\"rotateX(\"+this._map.getPitch()+\"deg)\"),t&&\"moveend\"!==t.type||(this._pos=this._pos.round()),r.setTransform(this._element,Ui[this._anchor]+\" translate(\"+this._pos.x+\"px, \"+this._pos.y+\"px) \"+n+\" \"+e)}},n.prototype.getOffset=function(){return this._offset},n.prototype.setOffset=function(e){return this._offset=t.Point.convert(e),this._update(),this},n.prototype._onMove=function(e){this._pos=e.point.sub(this._positionDelta),this._lngLat=this._map.unproject(this._pos),this.setLngLat(this._lngLat),this._element.style.pointerEvents=\"none\",\"pending\"===this._state&&(this._state=\"active\",this.fire(new t.Event(\"dragstart\"))),this.fire(new t.Event(\"drag\"))},n.prototype._onUp=function(){this._element.style.pointerEvents=\"auto\",this._positionDelta=null,this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),\"active\"===this._state&&this.fire(new t.Event(\"dragend\")),this._state=\"inactive\"},n.prototype._addDragHandler=function(t){this._element.contains(t.originalEvent.target)&&(t.preventDefault(),this._positionDelta=t.point.sub(this._pos).add(this._offset),this._state=\"pending\",this._map.on(\"mousemove\",this._onMove),this._map.on(\"touchmove\",this._onMove),this._map.once(\"mouseup\",this._onUp),this._map.once(\"touchend\",this._onUp))},n.prototype.setDraggable=function(t){return this._draggable=!!t,this._map&&(t?(this._map.on(\"mousedown\",this._addDragHandler),this._map.on(\"touchstart\",this._addDragHandler)):(this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler))),this},n.prototype.isDraggable=function(){return this._draggable},n.prototype.setRotation=function(t){return this._rotation=t||0,this._update(),this},n.prototype.getRotation=function(){return this._rotation},n.prototype.setRotationAlignment=function(t){return this._rotationAlignment=t||\"auto\",this._update(),this},n.prototype.getRotationAlignment=function(){return this._rotationAlignment},n.prototype.setPitchAlignment=function(t){return this._pitchAlignment=t&&\"auto\"!==t?t:this._rotationAlignment,this._update(),this},n.prototype.getPitchAlignment=function(){return this._pitchAlignment},n}(t.Evented),Gi={positionOptions:{enableHighAccuracy:!1,maximumAge:0,timeout:6e3},fitBoundsOptions:{maxZoom:15},trackUserLocation:!1,showAccuracyCircle:!0,showUserLocation:!0};var Zi=0,Yi=!1,Wi=function(e){function n(r){e.call(this),this.options=t.extend({},Gi,r),t.bindAll([\"_onSuccess\",\"_onError\",\"_onZoom\",\"_finish\",\"_setupUI\",\"_updateCamera\",\"_updateMarker\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.onAdd=function(e){return this._map=e,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),n=this._setupUI,void 0!==Hi?n(Hi):void 0!==t.window.navigator.permissions?t.window.navigator.permissions.query({name:\"geolocation\"}).then((function(t){Hi=\"denied\"!==t.state,n(Hi)})):(Hi=!!t.window.navigator.geolocation,n(Hi)),this._container;var n},n.prototype.onRemove=function(){void 0!==this._geolocationWatchID&&(t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0),this.options.showUserLocation&&this._userLocationDotMarker&&this._userLocationDotMarker.remove(),this.options.showAccuracyCircle&&this._accuracyCircleMarker&&this._accuracyCircleMarker.remove(),r.remove(this._container),this._map.off(\"zoom\",this._onZoom),this._map=void 0,Zi=0,Yi=!1},n.prototype._isOutOfMapMaxBounds=function(t){var e=this._map.getMaxBounds(),r=t.coords;return e&&(r.longitude<e.getWest()||r.longitude>e.getEast()||r.latitude<e.getSouth()||r.latitude>e.getNorth())},n.prototype._setErrorState=function(){switch(this._watchState){case\"WAITING_ACTIVE\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"ACTIVE_LOCK\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\");break;case\"BACKGROUND\":this._watchState=\"BACKGROUND_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\")}},n.prototype._onSuccess=function(e){if(this._map){if(this._isOutOfMapMaxBounds(e))return this._setErrorState(),this.fire(new t.Event(\"outofmaxbounds\",e)),this._updateMarker(),void this._finish();if(this.options.trackUserLocation)switch(this._lastKnownPosition=e,this._watchState){case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"BACKGROUND\":case\"BACKGROUND_ERROR\":this._watchState=\"BACKGROUND\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\")}this.options.showUserLocation&&\"OFF\"!==this._watchState&&this._updateMarker(e),this.options.trackUserLocation&&\"ACTIVE_LOCK\"!==this._watchState||this._updateCamera(e),this.options.showUserLocation&&this._dotElement.classList.remove(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"geolocate\",e)),this._finish()}},n.prototype._updateCamera=function(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude),n=e.coords.accuracy,i=this._map.getBearing(),a=t.extend({bearing:i},this.options.fitBoundsOptions);this._map.fitBounds(r.toBounds(n),a,{geolocateSource:!0})},n.prototype._updateMarker=function(e){if(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude);this._accuracyCircleMarker.setLngLat(r).addTo(this._map),this._userLocationDotMarker.setLngLat(r).addTo(this._map),this._accuracy=e.coords.accuracy,this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()}else this._userLocationDotMarker.remove(),this._accuracyCircleMarker.remove()},n.prototype._updateCircleRadius=function(){var t=this._map._container.clientHeight/2,e=this._map.unproject([0,t]),r=this._map.unproject([1,t]),n=e.distanceTo(r),i=Math.ceil(2*this._accuracy/n);this._circleElement.style.width=i+\"px\",this._circleElement.style.height=i+\"px\"},n.prototype._onZoom=function(){this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()},n.prototype._onError=function(e){if(this._map){if(this.options.trackUserLocation)if(1===e.code){this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.disabled=!0;var r=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.title=r,this._geolocateButton.setAttribute(\"aria-label\",r),void 0!==this._geolocationWatchID&&this._clearWatch()}else{if(3===e.code&&Yi)return;this._setErrorState()}\"OFF\"!==this._watchState&&this.options.showUserLocation&&this._dotElement.classList.add(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"error\",e)),this._finish()}},n.prototype._finish=function(){this._timeoutId&&clearTimeout(this._timeoutId),this._timeoutId=void 0},n.prototype._setupUI=function(e){var n=this;if(this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this._geolocateButton=r.create(\"button\",\"mapboxgl-ctrl-geolocate\",this._container),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._geolocateButton).setAttribute(\"aria-hidden\",!0),this._geolocateButton.type=\"button\",!1===e){t.warnOnce(\"Geolocation support is not available so the GeolocateControl will be disabled.\");var i=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.disabled=!0,this._geolocateButton.title=i,this._geolocateButton.setAttribute(\"aria-label\",i)}else{var a=this._map._getUIString(\"GeolocateControl.FindMyLocation\");this._geolocateButton.title=a,this._geolocateButton.setAttribute(\"aria-label\",a)}this.options.trackUserLocation&&(this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this._watchState=\"OFF\"),this.options.showUserLocation&&(this._dotElement=r.create(\"div\",\"mapboxgl-user-location-dot\"),this._userLocationDotMarker=new qi(this._dotElement),this._circleElement=r.create(\"div\",\"mapboxgl-user-location-accuracy-circle\"),this._accuracyCircleMarker=new qi({element:this._circleElement,pitchAlignment:\"map\"}),this.options.trackUserLocation&&(this._watchState=\"OFF\"),this._map.on(\"zoom\",this._onZoom)),this._geolocateButton.addEventListener(\"click\",this.trigger.bind(this)),this._setup=!0,this.options.trackUserLocation&&this._map.on(\"movestart\",(function(e){var r=e.originalEvent&&\"resize\"===e.originalEvent.type;e.geolocateSource||\"ACTIVE_LOCK\"!==n._watchState||r||(n._watchState=\"BACKGROUND\",n._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\"),n._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),n.fire(new t.Event(\"trackuserlocationend\")))}))},n.prototype.trigger=function(){if(!this._setup)return t.warnOnce(\"Geolocate control triggered before added to a map\"),!1;if(this.options.trackUserLocation){switch(this._watchState){case\"OFF\":this._watchState=\"WAITING_ACTIVE\",this.fire(new t.Event(\"trackuserlocationstart\"));break;case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":case\"BACKGROUND_ERROR\":Zi--,Yi=!1,this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this.fire(new t.Event(\"trackuserlocationend\"));break;case\"BACKGROUND\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._lastKnownPosition&&this._updateCamera(this._lastKnownPosition),this.fire(new t.Event(\"trackuserlocationstart\"))}switch(this._watchState){case\"WAITING_ACTIVE\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_LOCK\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"BACKGROUND\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\");break;case\"BACKGROUND_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\")}if(\"OFF\"===this._watchState&&void 0!==this._geolocationWatchID)this._clearWatch();else if(void 0===this._geolocationWatchID){var e;this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"true\"),++Zi>1?(e={maximumAge:6e5,timeout:0},Yi=!0):(e=this.options.positionOptions,Yi=!1),this._geolocationWatchID=t.window.navigator.geolocation.watchPosition(this._onSuccess,this._onError,e)}}else t.window.navigator.geolocation.getCurrentPosition(this._onSuccess,this._onError,this.options.positionOptions),this._timeoutId=setTimeout(this._finish,1e4);return!0},n.prototype._clearWatch=function(){t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0,this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this.options.showUserLocation&&this._updateMarker(null)},n}(t.Evented),Xi={maxWidth:100,unit:\"metric\"},Ji=function(e){this.options=t.extend({},Xi,e),t.bindAll([\"_onMove\",\"setUnit\"],this)};function Ki(t,e,r){var n=r&&r.maxWidth||100,i=t._container.clientHeight/2,a=t.unproject([0,i]),o=t.unproject([n,i]),s=a.distanceTo(o);if(r&&\"imperial\"===r.unit){var l=3.2808*s;l>5280?$i(e,n,l/5280,t._getUIString(\"ScaleControl.Miles\")):$i(e,n,l,t._getUIString(\"ScaleControl.Feet\"))}else r&&\"nautical\"===r.unit?$i(e,n,s/1852,t._getUIString(\"ScaleControl.NauticalMiles\")):s>=1e3?$i(e,n,s/1e3,t._getUIString(\"ScaleControl.Kilometers\")):$i(e,n,s,t._getUIString(\"ScaleControl.Meters\"))}function $i(t,e,r,n){var i,a,o,s=(i=r,(a=Math.pow(10,(\"\"+Math.floor(i)).length-1))*((o=i/a)>=10?10:o>=5?5:o>=3?3:o>=2?2:o>=1?1:function(t){var e=Math.pow(10,Math.ceil(-Math.log(t)/Math.LN10));return Math.round(t*e)/e}(o))),l=s/r;t.style.width=e*l+\"px\",t.innerHTML=s+\"&nbsp;\"+n}Ji.prototype.getDefaultPosition=function(){return\"bottom-left\"},Ji.prototype._onMove=function(){Ki(this._map,this._container,this.options)},Ji.prototype.onAdd=function(t){return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-scale\",t.getContainer()),this._map.on(\"move\",this._onMove),this._onMove(),this._container},Ji.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"move\",this._onMove),this._map=void 0},Ji.prototype.setUnit=function(t){this.options.unit=t,Ki(this._map,this._container,this.options)};var Qi=function(e){this._fullscreen=!1,e&&e.container&&(e.container instanceof t.window.HTMLElement?this._container=e.container:t.warnOnce(\"Full screen control 'container' must be a DOM element.\")),t.bindAll([\"_onClickFullscreen\",\"_changeIcon\"],this),\"onfullscreenchange\"in t.window.document?this._fullscreenchange=\"fullscreenchange\":\"onmozfullscreenchange\"in t.window.document?this._fullscreenchange=\"mozfullscreenchange\":\"onwebkitfullscreenchange\"in t.window.document?this._fullscreenchange=\"webkitfullscreenchange\":\"onmsfullscreenchange\"in t.window.document&&(this._fullscreenchange=\"MSFullscreenChange\")};Qi.prototype.onAdd=function(e){return this._map=e,this._container||(this._container=this._map.getContainer()),this._controlContainer=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._checkFullscreenSupport()?this._setupUI():(this._controlContainer.style.display=\"none\",t.warnOnce(\"This device does not support fullscreen mode.\")),this._controlContainer},Qi.prototype.onRemove=function(){r.remove(this._controlContainer),this._map=null,t.window.document.removeEventListener(this._fullscreenchange,this._changeIcon)},Qi.prototype._checkFullscreenSupport=function(){return!!(t.window.document.fullscreenEnabled||t.window.document.mozFullScreenEnabled||t.window.document.msFullscreenEnabled||t.window.document.webkitFullscreenEnabled)},Qi.prototype._setupUI=function(){var e=this._fullscreenButton=r.create(\"button\",\"mapboxgl-ctrl-fullscreen\",this._controlContainer);r.create(\"span\",\"mapboxgl-ctrl-icon\",e).setAttribute(\"aria-hidden\",!0),e.type=\"button\",this._updateTitle(),this._fullscreenButton.addEventListener(\"click\",this._onClickFullscreen),t.window.document.addEventListener(this._fullscreenchange,this._changeIcon)},Qi.prototype._updateTitle=function(){var t=this._getTitle();this._fullscreenButton.setAttribute(\"aria-label\",t),this._fullscreenButton.title=t},Qi.prototype._getTitle=function(){return this._map._getUIString(this._isFullscreen()?\"FullscreenControl.Exit\":\"FullscreenControl.Enter\")},Qi.prototype._isFullscreen=function(){return this._fullscreen},Qi.prototype._changeIcon=function(){(t.window.document.fullscreenElement||t.window.document.mozFullScreenElement||t.window.document.webkitFullscreenElement||t.window.document.msFullscreenElement)===this._container!==this._fullscreen&&(this._fullscreen=!this._fullscreen,this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-shrink\"),this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-fullscreen\"),this._updateTitle())},Qi.prototype._onClickFullscreen=function(){this._isFullscreen()?t.window.document.exitFullscreen?t.window.document.exitFullscreen():t.window.document.mozCancelFullScreen?t.window.document.mozCancelFullScreen():t.window.document.msExitFullscreen?t.window.document.msExitFullscreen():t.window.document.webkitCancelFullScreen&&t.window.document.webkitCancelFullScreen():this._container.requestFullscreen?this._container.requestFullscreen():this._container.mozRequestFullScreen?this._container.mozRequestFullScreen():this._container.msRequestFullscreen?this._container.msRequestFullscreen():this._container.webkitRequestFullscreen&&this._container.webkitRequestFullscreen()};var ta={closeButton:!0,closeOnClick:!0,className:\"\",maxWidth:\"240px\"},ea=function(e){function n(r){e.call(this),this.options=t.extend(Object.create(ta),r),t.bindAll([\"_update\",\"_onClose\",\"remove\",\"_onMouseMove\",\"_onMouseUp\",\"_onDrag\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(e){return this._map&&this.remove(),this._map=e,this.options.closeOnClick&&this._map.on(\"click\",this._onClose),this.options.closeOnMove&&this._map.on(\"move\",this._onClose),this._map.on(\"remove\",this.remove),this._update(),this._trackPointer?(this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"mouseup\",this._onMouseUp),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")):this._map.on(\"move\",this._update),this.fire(new t.Event(\"open\")),this},n.prototype.isOpen=function(){return!!this._map},n.prototype.remove=function(){return this._content&&r.remove(this._content),this._container&&(r.remove(this._container),delete this._container),this._map&&(this._map.off(\"move\",this._update),this._map.off(\"move\",this._onClose),this._map.off(\"click\",this._onClose),this._map.off(\"remove\",this.remove),this._map.off(\"mousemove\",this._onMouseMove),this._map.off(\"mouseup\",this._onMouseUp),this._map.off(\"drag\",this._onDrag),delete this._map),this.fire(new t.Event(\"close\")),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._trackPointer=!1,this._update(),this._map&&(this._map.on(\"move\",this._update),this._map.off(\"mousemove\",this._onMouseMove),this._container&&this._container.classList.remove(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.remove(\"mapboxgl-track-pointer\")),this},n.prototype.trackPointer=function(){return this._trackPointer=!0,this._pos=null,this._update(),this._map&&(this._map.off(\"move\",this._update),this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"drag\",this._onDrag),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")),this},n.prototype.getElement=function(){return this._container},n.prototype.setText=function(e){return this.setDOMContent(t.window.document.createTextNode(e))},n.prototype.setHTML=function(e){var r,n=t.window.document.createDocumentFragment(),i=t.window.document.createElement(\"body\");for(i.innerHTML=e;r=i.firstChild;)n.appendChild(r);return this.setDOMContent(n)},n.prototype.getMaxWidth=function(){return this._container&&this._container.style.maxWidth},n.prototype.setMaxWidth=function(t){return this.options.maxWidth=t,this._update(),this},n.prototype.setDOMContent=function(t){return this._createContent(),this._content.appendChild(t),this._update(),this},n.prototype.addClassName=function(t){this._container&&this._container.classList.add(t)},n.prototype.removeClassName=function(t){this._container&&this._container.classList.remove(t)},n.prototype.toggleClassName=function(t){if(this._container)return this._container.classList.toggle(t)},n.prototype._createContent=function(){this._content&&r.remove(this._content),this._content=r.create(\"div\",\"mapboxgl-popup-content\",this._container),this.options.closeButton&&(this._closeButton=r.create(\"button\",\"mapboxgl-popup-close-button\",this._content),this._closeButton.type=\"button\",this._closeButton.setAttribute(\"aria-label\",\"Close popup\"),this._closeButton.innerHTML=\"&#215;\",this._closeButton.addEventListener(\"click\",this._onClose))},n.prototype._onMouseUp=function(t){this._update(t.point)},n.prototype._onMouseMove=function(t){this._update(t.point)},n.prototype._onDrag=function(t){this._update(t.point)},n.prototype._update=function(t){var e=this,n=this._lngLat||this._trackPointer;if(this._map&&n&&this._content&&(this._container||(this._container=r.create(\"div\",\"mapboxgl-popup\",this._map.getContainer()),this._tip=r.create(\"div\",\"mapboxgl-popup-tip\",this._container),this._container.appendChild(this._content),this.options.className&&this.options.className.split(\" \").forEach((function(t){return e._container.classList.add(t)})),this._trackPointer&&this._container.classList.add(\"mapboxgl-popup-track-pointer\")),this.options.maxWidth&&this._container.style.maxWidth!==this.options.maxWidth&&(this._container.style.maxWidth=this.options.maxWidth),this._map.transform.renderWorldCopies&&!this._trackPointer&&(this._lngLat=ji(this._lngLat,this._pos,this._map.transform)),!this._trackPointer||t)){var i=this._pos=this._trackPointer&&t?t:this._map.project(this._lngLat),a=this.options.anchor,o=ra(this.options.offset);if(!a){var s,l=this._container.offsetWidth,u=this._container.offsetHeight;s=i.y+o.bottom.y<u?[\"top\"]:i.y>this._map.transform.height-u?[\"bottom\"]:[],i.x<l/2?s.push(\"left\"):i.x>this._map.transform.width-l/2&&s.push(\"right\"),a=0===s.length?\"bottom\":s.join(\"-\")}var c=i.add(o[a]).round();r.setTransform(this._container,Ui[a]+\" translate(\"+c.x+\"px,\"+c.y+\"px)\"),Vi(this._container,a,\"popup\")}},n.prototype._onClose=function(){this.remove()},n}(t.Evented);function ra(e){if(e){if(\"number\"==typeof e){var r=Math.round(Math.sqrt(.5*Math.pow(e,2)));return{center:new t.Point(0,0),top:new t.Point(0,e),\"top-left\":new t.Point(r,r),\"top-right\":new t.Point(-r,r),bottom:new t.Point(0,-e),\"bottom-left\":new t.Point(r,-r),\"bottom-right\":new t.Point(-r,-r),left:new t.Point(e,0),right:new t.Point(-e,0)}}if(e instanceof t.Point||Array.isArray(e)){var n=t.Point.convert(e);return{center:n,top:n,\"top-left\":n,\"top-right\":n,bottom:n,\"bottom-left\":n,\"bottom-right\":n,left:n,right:n}}return{center:t.Point.convert(e.center||[0,0]),top:t.Point.convert(e.top||[0,0]),\"top-left\":t.Point.convert(e[\"top-left\"]||[0,0]),\"top-right\":t.Point.convert(e[\"top-right\"]||[0,0]),bottom:t.Point.convert(e.bottom||[0,0]),\"bottom-left\":t.Point.convert(e[\"bottom-left\"]||[0,0]),\"bottom-right\":t.Point.convert(e[\"bottom-right\"]||[0,0]),left:t.Point.convert(e.left||[0,0]),right:t.Point.convert(e.right||[0,0])}}return ra(new t.Point(0,0))}var na={version:t.version,supported:e,setRTLTextPlugin:t.setRTLTextPlugin,getRTLTextPluginStatus:t.getRTLTextPluginStatus,Map:zi,NavigationControl:Bi,GeolocateControl:Wi,AttributionControl:Mi,ScaleControl:Ji,FullscreenControl:Qi,Popup:ea,Marker:qi,Style:Ye,LngLat:t.LngLat,LngLatBounds:t.LngLatBounds,Point:t.Point,MercatorCoordinate:t.MercatorCoordinate,Evented:t.Evented,config:t.config,prewarm:function(){jt().acquire(Rt)},clearPrewarmedResources:function(){var t=Bt;t&&(t.isPreloaded()&&1===t.numActive()?(t.release(Rt),Bt=null):console.warn(\"Could not clear WebWorkers since there are active Map instances that still reference it. 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e=[u(t.region,!1)];c.push(e);for(var r=0;r<t.children.length;r++)e.push(h(t.children[r]))}function h(t){for(var e=0;e<t.children.length;e++)f(t.children[e]);return u(t.region,!0)}for(s=0;s<a.children.length;s++)f(a.children[s]);return c.length<=0?{type:\"Polygon\",coordinates:[]}:1==c.length?{type:\"Polygon\",coordinates:c[0]}:{type:\"MultiPolygon\",coordinates:c}}};t.exports=e},87263:function(t,e,r){var n=r(26859);t.exports=function(t,e,r){function i(t,e,n){return{id:r?r.segmentId():-1,start:t,end:e,myFill:{above:n.myFill.above,below:n.myFill.below},otherFill:null}}var a=n.create();function o(t,r){a.insertBefore(t,(function(n){return i=t.isStart,a=t.pt,o=r,s=n.isStart,l=n.pt,u=n.other.pt,(0!==(c=e.pointsCompare(a,l))?c:e.pointsSame(o,u)?0:i!==s?i?1:-1:e.pointAboveOrOnLine(o,s?l:u,s?u:l)?1:-1)<0;var i,a,o,s,l,u,c}))}function s(t,e){var r=function(t,e){var r=n.node({isStart:!0,pt:t.start,seg:t,primary:e,other:null,status:null});return o(r,t.end),r}(t,e);return function(t,e,r){var i=n.node({isStart:!1,pt:e.end,seg:e,primary:r,other:t,status:null});t.other=i,o(i,t.pt)}(r,t,e),r}function l(t,e){var n=i(e,t.seg.end,t.seg);return function(t,e){r&&r.segmentChop(t.seg,e),t.other.remove(),t.seg.end=e,t.other.pt=e,o(t.other,t.pt)}(t,e),s(n,t.primary)}function u(i,o){var s=n.create();function u(t){return s.findTransition((function(r){var n,i,a,o,s,l;return n=t,i=r.ev,a=n.seg.start,o=n.seg.end,s=i.seg.start,l=i.seg.end,(e.pointsCollinear(a,s,l)?e.pointsCollinear(o,s,l)||e.pointAboveOrOnLine(o,s,l)?1:-1:e.pointAboveOrOnLine(a,s,l)?1:-1)>0}))}function c(t,n){var i=t.seg,a=n.seg,o=i.start,s=i.end,u=a.start,c=a.end;r&&r.checkIntersection(i,a);var f=e.linesIntersect(o,s,u,c);if(!1===f){if(!e.pointsCollinear(o,s,u))return!1;if(e.pointsSame(o,c)||e.pointsSame(s,u))return!1;var h=e.pointsSame(o,u),p=e.pointsSame(s,c);if(h&&p)return n;var d=!h&&e.pointBetween(o,u,c),v=!p&&e.pointBetween(s,u,c);if(h)return v?l(n,s):l(t,c),n;d&&(p||(v?l(n,s):l(t,c)),l(n,o))}else 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a=n[t],o=n[i],s=a[a.length-1],l=a[a.length-2],u=o[0],c=o[1];e.pointsCollinear(l,s,u)&&(r&&r.chainRemoveTail(t,s),a.pop(),s=l),e.pointsCollinear(s,u,c)&&(r&&r.chainRemoveHead(i,u),o.shift()),r&&r.chainJoin(t,i),n[t]=a.concat(o),n.splice(i,1)}})),i}},55968:function(t){function e(t,e,r){var n=[];return t.forEach((function(t){var i=(t.myFill.above?8:0)+(t.myFill.below?4:0)+(t.otherFill&&t.otherFill.above?2:0)+(t.otherFill&&t.otherFill.below?1:0);0!==e[i]&&n.push({id:r?r.segmentId():-1,start:t.start,end:t.end,myFill:{above:1===e[i],below:2===e[i]},otherFill:null})})),r&&r.selected(n),n}var r={union:function(t,r){return e(t,[0,2,1,0,2,2,0,0,1,0,1,0,0,0,0,0],r)},intersect:function(t,r){return e(t,[0,0,0,0,0,2,0,2,0,0,1,1,0,2,1,0],r)},difference:function(t,r){return e(t,[0,0,0,0,2,0,2,0,1,1,0,0,0,1,2,0],r)},differenceRev:function(t,r){return e(t,[0,2,1,0,0,0,1,1,0,2,0,2,0,0,0,0],r)},xor:function(t,r){return e(t,[0,2,1,0,2,0,0,1,1,0,0,2,0,1,2,0],r)}};t.exports=r},14847:function(t,e,r){\"use 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t&&(t=x[t]),null!=t&&t&&t.count&&t.color&&t.opacity&&t.positions&&t.positions.length>1&&(t.scaleRatio=[t.scale[0]*t.viewport.width,t.scale[1]*t.viewport.height],r(t),t.after&&t.after(t))}function T(t){if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var e=0,r=0;if(b.groups=x=t.map((function(t,u){var c=x[u];return t?(\"function\"==typeof t?t={after:t}:\"number\"==typeof t[0]&&(t={positions:t}),t=o(t,{color:\"color colors fill\",capSize:\"capSize cap capsize cap-size\",lineWidth:\"lineWidth line-width width line thickness\",opacity:\"opacity alpha\",range:\"range dataBox\",viewport:\"viewport viewBox\",errors:\"errors error\",positions:\"positions position data points\"}),c||(x[u]=c={id:u,scale:null,translate:null,scaleFract:null,translateFract:null,draw:!0},t=s({},m,t)),a(c,t,[{lineWidth:function(t){return.5*+t},capSize:function(t){return.5*+t},opacity:parseFloat,errors:function(t){return t=l(t),r+=t.length,t},positions:function(t,r){return t=l(t,\"float64\"),r.count=Math.floor(t.length/2),r.bounds=n(t,2),r.offset=e,e+=r.count,t}},{color:function(t,e){var r=e.count;if(t||(t=\"transparent\"),!Array.isArray(t)||\"number\"==typeof t[0]){var n=t;t=Array(r);for(var a=0;a<r;a++)t[a]=n}if(t.length<r)throw Error(\"Not enough colors\");for(var o=new Uint8Array(4*r),s=0;s<r;s++){var l=i(t[s],\"uint8\");o.set(l,4*s)}return o},range:function(t,e,r){var n=e.bounds;return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=f(e.scale),e.translateFract=f(e.translate),t},viewport:function(t){var e;return Array.isArray(t)?e={x:t[0],y:t[1],width:t[2]-t[0],height:t[3]-t[1]}:t?(e={x:t.x||t.left||0,y:t.y||t.top||0},t.right?e.width=t.right-e.x:e.width=t.w||t.width||0,t.bottom?e.height=t.bottom-e.y:e.height=t.h||t.height||0):e={x:0,y:0,width:y.drawingBufferWidth,height:y.drawingBufferHeight},e}}]),c):c})),e||r){var h=x.reduce((function(t,e,r){return t+(e?e.count:0)}),0),g=new Float64Array(2*h),_=new Uint8Array(4*h),w=new Float32Array(4*h);x.forEach((function(t,e){if(t){var r=t.positions,n=t.count,i=t.offset,a=t.color,o=t.errors;n&&(_.set(a,4*i),w.set(o,4*i),g.set(r,2*i))}}));var T=c(g);u(T);var k=f(g,T);p(k),d(_),v(w)}}}function k(){u.destroy(),p.destroy(),d.destroy(),v.destroy(),g.destroy()}};var h=[[1,0,0,1,0,0],[1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,1,0,0],[1,0,0,1,0,0],[1,0,-1,0,0,1],[1,0,-1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,1],[1,0,-1,0,0,1],[-1,0,-1,0,0,1],[-1,0,-1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,1],[-1,0,-1,0,0,1],[0,1,1,0,0,0],[0,1,-1,0,0,0],[0,-1,-1,0,0,0],[0,-1,-1,0,0,0],[0,1,1,0,0,0],[0,-1,1,0,0,0],[0,1,0,-1,1,0],[0,1,0,-1,-1,0],[0,1,0,1,-1,0],[0,1,0,1,1,0],[0,1,0,-1,1,0],[0,1,0,1,-1,0],[0,-1,0,-1,1,0],[0,-1,0,-1,-1,0],[0,-1,0,1,-1,0],[0,-1,0,1,1,0],[0,-1,0,-1,1,0],[0,-1,0,1,-1,0]]},46075:function(t,e,r){\"use strict\";var n=r(25075),i=r(21527),a=r(56131),o=r(56068),s=r(71299),l=r(30120),u=r(11474),c=r(54),f=r(57060),h=f.float32,p=f.fract32,d=r(83522),v=r(18863),g=r(6851);function y(t,e){if(!(this instanceof y))return new y(t,e);if(\"function\"==typeof t?(e||(e={}),e.regl=t):e=t,e.length&&(e.positions=e),!(t=e.regl).hasExtension(\"ANGLE_instanced_arrays\"))throw Error(\"regl-error2d: `ANGLE_instanced_arrays` extension should be enabled\");this.gl=t._gl,this.regl=t,this.passes=[],this.shaders=y.shaders.has(t)?y.shaders.get(t):y.shaders.set(t,y.createShaders(t)).get(t),this.update(e)}t.exports=y,y.dashMult=2,y.maxPatternLength=256,y.precisionThreshold=3e6,y.maxPoints=1e4,y.maxLines=2048,y.shaders=new d,y.createShaders=function(t){var e,r=t.buffer({usage:\"static\",type:\"float\",data:[0,1,0,0,1,1,1,0]}),n={primitive:\"triangle strip\",instances:t.prop(\"count\"),count:4,offset:0,uniforms:{miterMode:function(t,e){return\"round\"===e.join?2:1},miterLimit:t.prop(\"miterLimit\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),thickness:t.prop(\"thickness\"),dashTexture:t.prop(\"dashTexture\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),dashLength:t.prop(\"dashLength\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]},depth:t.prop(\"depth\")},blend:{enable:!0,color:[0,0,0,0],equation:{rgb:\"add\",alpha:\"add\"},func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},depth:{enable:function(t,e){return!e.overlay}},stencil:{enable:!1},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\")},i=t(a({vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, aCoordFract, bCoordFract;\\nattribute vec4 color;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvec2 project(vec2 position, vec2 positionFract, vec2 scale, vec2 scaleFract, vec2 translate, vec2 translateFract) {\\n\\t// the order is important\\n\\treturn position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n}\\n\\nvoid main() {\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineOffset = lineTop * 2. - 1.;\\n\\n\\tvec2 diff = (bCoord + bCoordFract - aCoord - aCoordFract);\\n\\ttangent = normalize(diff * scale * viewport.zw);\\n\\tvec2 normal = vec2(-tangent.y, tangent.x);\\n\\n\\tvec2 position = project(aCoord, aCoordFract, scale, scaleFract, translate, translateFract) * lineStart\\n\\t\\t+ project(bCoord, bCoordFract, scale, scaleFract, translate, translateFract) * lineEnd\\n\\n\\t\\t+ thickness * normal * .5 * lineOffset / viewport.zw;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform float dashLength, pixelRatio, thickness, opacity, id;\\nuniform sampler2D dashTexture;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvoid main() {\\n\\tfloat alpha = 1.;\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashLength) * .5 + .25;\\n\\tfloat dash = texture2D(dashTexture, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},aCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8,divisor:1},bCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:16,divisor:1},color:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1}}},n));try{e=t(a({cull:{enable:!0,face:\"back\"},vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, nextCoord, prevCoord;\\nattribute vec4 aColor, bColor;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, translate;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\nuniform float miterLimit, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 tangent;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nconst float REVERSE_THRESHOLD = -.875;\\nconst float MIN_DIFF = 1e-6;\\n\\n// TODO: possible optimizations: avoid overcalculating all for vertices and calc just one instead\\n// TODO: precalculate dot products, normalize things beforehead etc.\\n// TODO: refactor to rectangular algorithm\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nbool isNaN( float val ){\\n  return ( val < 0.0 || 0.0 < val || val == 0.0 ) ? false : true;\\n}\\n\\nvoid main() {\\n\\tvec2 aCoord = aCoord, bCoord = bCoord, prevCoord = prevCoord, nextCoord = nextCoord;\\n\\n  vec2 adjustedScale;\\n  adjustedScale.x = (abs(scale.x) < MIN_DIFF) ? MIN_DIFF : scale.x;\\n  adjustedScale.y = (abs(scale.y) < MIN_DIFF) ? MIN_DIFF : scale.y;\\n\\n  vec2 scaleRatio = adjustedScale * viewport.zw;\\n\\tvec2 normalWidth = thickness / scaleRatio;\\n\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineBot = 1. - lineTop;\\n\\n\\tfragColor = (lineStart * aColor + lineEnd * bColor) / 255.;\\n\\n\\tif (isNaN(aCoord.x) || isNaN(aCoord.y) || isNaN(bCoord.x) || isNaN(bCoord.y)) return;\\n\\n\\tif (aCoord == prevCoord) prevCoord = aCoord + normalize(bCoord - aCoord);\\n\\tif (bCoord == nextCoord) nextCoord = bCoord - normalize(bCoord - aCoord);\\n\\n\\tvec2 prevDiff = aCoord - prevCoord;\\n\\tvec2 currDiff = bCoord - aCoord;\\n\\tvec2 nextDiff = nextCoord - bCoord;\\n\\n\\tvec2 prevTangent = normalize(prevDiff * scaleRatio);\\n\\tvec2 currTangent = normalize(currDiff * scaleRatio);\\n\\tvec2 nextTangent = normalize(nextDiff * scaleRatio);\\n\\n\\tvec2 prevNormal = vec2(-prevTangent.y, prevTangent.x);\\n\\tvec2 currNormal = vec2(-currTangent.y, currTangent.x);\\n\\tvec2 nextNormal = vec2(-nextTangent.y, nextTangent.x);\\n\\n\\tvec2 startJoinDirection = normalize(prevTangent - currTangent);\\n\\tvec2 endJoinDirection = normalize(currTangent - nextTangent);\\n\\n\\t// collapsed/unidirectional segment cases\\n\\t// FIXME: there should be more elegant solution\\n\\tvec2 prevTanDiff = abs(prevTangent - currTangent);\\n\\tvec2 nextTanDiff = abs(nextTangent - currTangent);\\n\\tif (max(prevTanDiff.x, prevTanDiff.y) < MIN_DIFF) {\\n\\t\\tstartJoinDirection = currNormal;\\n\\t}\\n\\tif (max(nextTanDiff.x, nextTanDiff.y) < MIN_DIFF) {\\n\\t\\tendJoinDirection = currNormal;\\n\\t}\\n\\tif (aCoord == bCoord) {\\n\\t\\tendJoinDirection = startJoinDirection;\\n\\t\\tcurrNormal = prevNormal;\\n\\t\\tcurrTangent = prevTangent;\\n\\t}\\n\\n\\ttangent = currTangent;\\n\\n\\t//calculate join shifts relative to normals\\n\\tfloat startJoinShift = dot(currNormal, startJoinDirection);\\n\\tfloat endJoinShift = dot(currNormal, endJoinDirection);\\n\\n\\tfloat startMiterRatio = abs(1. / startJoinShift);\\n\\tfloat endMiterRatio = abs(1. / endJoinShift);\\n\\n\\tvec2 startJoin = startJoinDirection * startMiterRatio;\\n\\tvec2 endJoin = endJoinDirection * endMiterRatio;\\n\\n\\tvec2 startTopJoin, startBotJoin, endTopJoin, endBotJoin;\\n\\tstartTopJoin = sign(startJoinShift) * startJoin * .5;\\n\\tstartBotJoin = -startTopJoin;\\n\\n\\tendTopJoin = sign(endJoinShift) * endJoin * .5;\\n\\tendBotJoin = -endTopJoin;\\n\\n\\tvec2 aTopCoord = aCoord + normalWidth * startTopJoin;\\n\\tvec2 bTopCoord = bCoord + normalWidth * endTopJoin;\\n\\tvec2 aBotCoord = aCoord + normalWidth * startBotJoin;\\n\\tvec2 bBotCoord = bCoord + normalWidth * endBotJoin;\\n\\n\\t//miter anti-clipping\\n\\tfloat baClipping = distToLine(bCoord, aCoord, aBotCoord) / dot(normalize(normalWidth * endBotJoin), normalize(normalWidth.yx * vec2(-startBotJoin.y, startBotJoin.x)));\\n\\tfloat abClipping = distToLine(aCoord, bCoord, bTopCoord) / dot(normalize(normalWidth * startBotJoin), normalize(normalWidth.yx * vec2(-endBotJoin.y, endBotJoin.x)));\\n\\n\\t//prevent close to reverse direction switch\\n\\tbool prevReverse = dot(currTangent, prevTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, prevNormal)) * min(length(prevDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\tbool nextReverse = dot(currTangent, nextTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, nextNormal)) * min(length(nextDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\n\\tif (prevReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * startJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / startMiterRatio, 1.);\\n\\t\\taBotCoord = aCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\taTopCoord = aCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!nextReverse && baClipping > 0. && baClipping < length(normalWidth * endBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\tbTopCoord -= normalWidth * endTopJoin;\\n\\t\\tbTopCoord += normalize(endTopJoin * normalWidth) * baClipping;\\n\\t}\\n\\n\\tif (nextReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * endJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / endMiterRatio, 1.);\\n\\t\\tbBotCoord = bCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\tbTopCoord = bCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!prevReverse && abClipping > 0. && abClipping < length(normalWidth * startBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\taBotCoord -= normalWidth * startBotJoin;\\n\\t\\taBotCoord += normalize(startBotJoin * normalWidth) * abClipping;\\n\\t}\\n\\n\\tvec2 aTopPosition = (aTopCoord) * adjustedScale + translate;\\n\\tvec2 aBotPosition = (aBotCoord) * adjustedScale + translate;\\n\\n\\tvec2 bTopPosition = (bTopCoord) * adjustedScale + translate;\\n\\tvec2 bBotPosition = (bBotCoord) * adjustedScale + translate;\\n\\n\\t//position is normalized 0..1 coord on the screen\\n\\tvec2 position = (aTopPosition * lineTop + aBotPosition * lineBot) * lineStart + (bTopPosition * lineTop + bBotPosition * lineBot) * lineEnd;\\n\\n\\tstartCoord = aCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\tendCoord = bCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\n\\tgl_Position = vec4(position  * 2.0 - 1.0, depth, 1);\\n\\n\\tenableStartMiter = step(dot(currTangent, prevTangent), .5);\\n\\tenableEndMiter = step(dot(currTangent, nextTangent), .5);\\n\\n\\t//bevel miter cutoffs\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n\\n\\t//round miter cutoffs\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * abs(dot(startJoinDirection, currNormal)) * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * abs(dot(endJoinDirection, currNormal)) * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform float dashLength, pixelRatio, thickness, opacity, id, miterMode;\\nuniform sampler2D dashTexture;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nvoid main() {\\n\\tfloat alpha = 1., distToStart, distToEnd;\\n\\tfloat cutoff = thickness * .5;\\n\\n\\t//bevel miter\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToStart + 1., 0.), 1.);\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToEnd + 1., 0.), 1.);\\n\\t\\t}\\n\\t}\\n\\n\\t// round miter\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - startCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - endCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashLength) * .5 + .25;\\n\\tfloat dash = texture2D(dashTexture, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * 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main() {\\n\\tfloat depth = (MAX_LINES - 4. - id) / (MAX_LINES);\\n\\n\\tvec2 position = position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n\\tfragColor.a *= opacity;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n\\tgl_FragColor = 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t=this,e=[],r=arguments.length;r--;)e[r]=arguments[r];return(e.length?e:this.passes).forEach((function(e,r){var n;if(e&&Array.isArray(e))return(n=t).draw.apply(n,e);\"number\"==typeof e&&(e=t.passes[e]),e&&e.count>1&&e.opacity&&(t.regl._refresh(),e.fill&&e.triangles&&e.triangles.length>2&&t.shaders.fill(e),e.thickness&&(e.scale[0]*e.viewport.width>y.precisionThreshold||e.scale[1]*e.viewport.height>y.precisionThreshold||\"rect\"===e.join||!e.join&&(e.thickness<=2||e.count>=y.maxPoints)?t.shaders.rect(e):t.shaders.miter(e)))})),this},y.prototype.update=function(t){var e=this;if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var r=this.regl,o=this.gl;if(t.forEach((function(t,f){var d=e.passes[f];if(void 0!==t)if(null!==t){if(\"number\"==typeof t[0]&&(t={positions:t}),t=s(t,{positions:\"positions points data coords\",thickness:\"thickness lineWidth lineWidths line-width linewidth width stroke-width strokewidth strokeWidth\",join:\"lineJoin linejoin 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Uint8Array})},t=a({},y.defaults,t)),null!=t.thickness&&(d.thickness=parseFloat(t.thickness)),null!=t.opacity&&(d.opacity=parseFloat(t.opacity)),null!=t.miterLimit&&(d.miterLimit=parseFloat(t.miterLimit)),null!=t.overlay&&(d.overlay=!!t.overlay,f<y.maxLines&&(d.depth=2*(y.maxLines-1-f%y.maxLines)/y.maxLines-1)),null!=t.join&&(d.join=t.join),null!=t.hole&&(d.hole=t.hole),null!=t.fill&&(d.fill=t.fill?n(t.fill,\"uint8\"):null),null!=t.viewport&&(d.viewport=v(t.viewport)),d.viewport||(d.viewport=v([o.drawingBufferWidth,o.drawingBufferHeight])),null!=t.close&&(d.close=t.close),null===t.positions&&(t.positions=[]),t.positions){var m,x;if(t.positions.x&&t.positions.y){var b=t.positions.x,_=t.positions.y;x=d.count=Math.max(b.length,_.length),m=new Float64Array(2*x);for(var w=0;w<x;w++)m[2*w]=b[w],m[2*w+1]=_[w]}else m=l(t.positions,\"float64\"),x=d.count=Math.floor(m.length/2);var T=d.bounds=i(m,2);if(d.fill){for(var k=[],A={},M=0,S=0,E=0,L=d.count;S<L;S++){var C=m[2*S],P=m[2*S+1];isNaN(C)||isNaN(P)||null==C||null==P?(C=m[2*M],P=m[2*M+1],A[S]=M):M=S,k[E++]=C,k[E++]=P}if(t.splitNull){d.count-1 in A||(A[d.count]=d.count-1);var O=Object.keys(A).map(Number).sort((function(t,e){return t-e})),I=[],D=0,z=null!=d.hole?d.hole[0]:null;if(null!=z){var R=g(O,(function(t){return t>=z}));(O=O.slice(0,R)).push(z)}for(var F=function(t){var e=k.slice(2*D,2*O[t]).concat(z?k.slice(2*z):[]),r=(d.hole||[]).map((function(e){return e-z+(O[t]-D)})),n=u(e,r);n=n.map((function(e){return e+D+(e+D<O[t]?0:z-O[t])})),I.push.apply(I,n),D=O[t]+1},B=0;B<O.length;B++)F(B);for(var N=0,j=I.length;N<j;N++)null!=A[I[N]]&&(I[N]=A[I[N]]);d.triangles=I}else{for(var U=u(k,d.hole||[]),V=0,H=U.length;V<H;V++)null!=A[U[V]]&&(U[V]=A[U[V]]);d.triangles=U}}var q=new Float64Array(m);c(q,2,T);var G=new Float64Array(2*x+6);d.close?m[0]===m[2*x-2]&&m[1]===m[2*x-1]?(G[0]=q[2*x-4],G[1]=q[2*x-3]):(G[0]=q[2*x-2],G[1]=q[2*x-1]):(G[0]=q[0],G[1]=q[1]),G.set(q,2),d.close?m[0]===m[2*x-2]&&m[1]===m[2*x-1]?(G[2*x+2]=q[2],G[2*x+3]=q[3],d.count-=1):(G[2*x+2]=q[0],G[2*x+3]=q[1],G[2*x+4]=q[2],G[2*x+5]=q[3]):(G[2*x+2]=q[2*x-2],G[2*x+3]=q[2*x-1],G[2*x+4]=q[2*x-2],G[2*x+5]=q[2*x-1]);var Z=h(G);d.positionBuffer(Z);var Y=p(G,Z);d.positionFractBuffer(Y)}if(t.range?d.range=t.range:d.range||(d.range=d.bounds),(t.range||t.positions)&&d.count){var W=d.bounds,X=W[2]-W[0],J=W[3]-W[1],K=d.range[2]-d.range[0],$=d.range[3]-d.range[1];d.scale=[X/K,J/$],d.translate=[-d.range[0]/K+W[0]/K||0,-d.range[1]/$+W[1]/$||0],d.scaleFract=p(d.scale),d.translateFract=p(d.translate)}if(t.dashes){var Q,tt=0;if(!t.dashes||t.dashes.length<2)tt=1,Q=new Uint8Array([255,255,255,255,255,255,255,255]);else{tt=0;for(var et=0;et<t.dashes.length;++et)tt+=t.dashes[et];Q=new Uint8Array(tt*y.dashMult);for(var rt=0,nt=255,it=0;it<2;it++)for(var at=0;at<t.dashes.length;++at){for(var ot=0,st=t.dashes[at]*y.dashMult*.5;ot<st;++ot)Q[rt++]=nt;nt^=255}}d.dashLength=tt,d.dashTexture({channels:1,data:Q,width:Q.length,height:1,mag:\"linear\",min:\"linear\"},0,0)}if(t.color){var lt=d.count,ut=t.color;ut||(ut=\"transparent\");var ct=new Uint8Array(4*lt+4);if(Array.isArray(ut)&&\"number\"!=typeof ut[0]){for(var ft=0;ft<lt;ft++){var ht=n(ut[ft],\"uint8\");ct.set(ht,4*ft)}ct.set(n(ut[0],\"uint8\"),4*lt)}else for(var pt=n(ut,\"uint8\"),dt=0;dt<lt+1;dt++)ct.set(pt,4*dt);d.colorBuffer({usage:\"dynamic\",type:\"uint8\",data:ct})}}else e.passes[f]=null})),t.length<this.passes.length){for(var f=t.length;f<this.passes.length;f++){var d=this.passes[f];d&&(d.colorBuffer.destroy(),d.positionBuffer.destroy(),d.dashTexture.destroy())}this.passes.length=t.length}for(var m=[],x=0;x<this.passes.length;x++)null!==this.passes[x]&&m.push(this.passes[x]);return this.passes=m,this}},y.prototype.destroy=function(){return this.passes.forEach((function(t){t.colorBuffer.destroy(),t.positionBuffer.destroy(),t.dashTexture.destroy()})),this.passes.length=0,this}},11870:function(t,e,r){\"use strict\";function n(t,e){return function(t){if(Array.isArray(t))return t}(t)||function(t,e){var r=null==t?null:\"undefined\"!=typeof Symbol&&t[Symbol.iterator]||t[\"@@iterator\"];if(null!=r){var n,i,a,o,s=[],l=!0,u=!1;try{if(a=(r=r.call(t)).next,0===e){if(Object(r)!==r)return;l=!1}else for(;!(l=(n=a.call(r)).done)&&(s.push(n.value),s.length!==e);l=!0);}catch(t){u=!0,i=t}finally{try{if(!l&&null!=r.return&&(o=r.return(),Object(o)!==o))return}finally{if(u)throw i}}return s}}(t,e)||i(t,e)||function(){throw new TypeError(\"Invalid attempt to destructure non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}()}function i(t,e){if(t){if(\"string\"==typeof t)return a(t,e);var r=Object.prototype.toString.call(t).slice(8,-1);return\"Object\"===r&&t.constructor&&(r=t.constructor.name),\"Map\"===r||\"Set\"===r?Array.from(t):\"Arguments\"===r||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(r)?a(t,e):void 0}}function a(t,e){(null==e||e>t.length)&&(e=t.length);for(var r=0,n=new Array(e);r<e;r++)n[r]=t[r];return n}var o=r(25075),s=r(21527),l=r(6475),u=r(88294),c=r(56131),f=r(56068),h=r(71299),p=r(93447),d=r(30120),v=r(62683),g=r(57060),y=r(18863),m=x;function x(t,e){var r=this;if(!(this instanceof x))return new x(t,e);\"function\"==typeof t?(e||(e={}),e.regl=t):(e=t,t=null),e&&e.length&&(e.positions=e);var n,i=(t=e.regl)._gl,a=[];this.tooManyColors=v,n=t.texture({data:new Uint8Array(1020),width:255,height:1,type:\"uint8\",format:\"rgba\",wrapS:\"clamp\",wrapT:\"clamp\",mag:\"nearest\",min:\"nearest\"}),c(this,{regl:t,gl:i,groups:[],markerCache:[null],markerTextures:[null],palette:a,paletteIds:{},paletteTexture:n,maxColors:255,maxSize:100,canvas:i.canvas}),this.update(e);var o={uniforms:{constPointSize:!!e.constPointSize,opacity:t.prop(\"opacity\"),paletteSize:function(t,e){return[r.tooManyColors?0:255,n.height]},pixelRatio:t.context(\"pixelRatio\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translate:t.prop(\"translate\"),translateFract:t.prop(\"translateFract\"),markerTexture:t.prop(\"markerTexture\"),paletteTexture:n},attributes:{x:function(t,e){return e.xAttr||{buffer:e.positionBuffer,stride:8,offset:0}},y:function(t,e){return e.yAttr||{buffer:e.positionBuffer,stride:8,offset:4}},xFract:function(t,e){return e.xAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:0}},yFract:function(t,e){return e.yAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:4}},size:function(t,e){return e.size.length?{buffer:e.sizeBuffer,stride:2,offset:0}:{constant:[Math.round(255*e.size/r.maxSize)]}},borderSize:function(t,e){return e.borderSize.length?{buffer:e.sizeBuffer,stride:2,offset:1}:{constant:[Math.round(255*e.borderSize/r.maxSize)]}},colorId:function(t,e){return e.color.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:0}:{constant:r.tooManyColors?a.slice(4*e.color,4*e.color+4):[e.color]}},borderColorId:function(t,e){return e.borderColor.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:r.tooManyColors?4:2}:{constant:r.tooManyColors?a.slice(4*e.borderColor,4*e.borderColor+4):[e.borderColor]}},isActive:function(t,e){return!0===e.activation?{constant:[1]}:e.activation?e.activation:{constant:[0]}}},blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\"),stencil:{enable:!1},depth:{enable:!1},elements:t.prop(\"elements\"),count:t.prop(\"count\"),offset:t.prop(\"offset\"),primitive:\"points\"},s=c({},o);s.frag=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform float opacity;\\nuniform sampler2D markerTexture;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nfloat smoothStep(float x, float y) {\\n  return 1.0 / (1.0 + exp(50.0*(x - y)));\\n}\\n\\nvoid main() {\\n  float dist = texture2D(markerTexture, gl_PointCoord).r, delta = fragWidth;\\n\\n  // max-distance alpha\\n  if (dist < 0.003) discard;\\n\\n  // null-border case\\n  if (fragBorderColorLevel == fragColorLevel || fragBorderColor.a == 0.) {\\n    float colorAmt = smoothstep(.5 - delta, .5 + delta, dist);\\n    gl_FragColor = vec4(fragColor.rgb, colorAmt * fragColor.a * opacity);\\n  }\\n  else {\\n    float borderColorAmt = smoothstep(fragBorderColorLevel - delta, fragBorderColorLevel + delta, dist);\\n    float colorAmt = smoothstep(fragColorLevel - delta, fragColorLevel + delta, dist);\\n\\n    vec4 color = fragBorderColor;\\n    color.a *= borderColorAmt;\\n    color = mix(color, fragColor, colorAmt);\\n    color.a *= opacity;\\n\\n    gl_FragColor = color;\\n  }\\n\\n}\\n\"]),s.vert=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform bool constPointSize;\\nuniform float pixelRatio;\\nuniform vec2 scale, scaleFract, translate, translateFract, paletteSize;\\nuniform sampler2D paletteTexture;\\n\\nconst float maxSize = 100.;\\nconst float borderLevel = .5;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragPointSize, fragBorderRadius, fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(paletteTexture,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = 2. * size * pointSizeScale;\\n  fragPointSize = size * pixelRatio;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n  fragColor = color;\\n  fragBorderColor = borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n\\n  fragBorderColorLevel = clamp(borderLevel - borderLevel * borderSize / size, 0., 1.);\\n  fragColorLevel = clamp(borderLevel + (1. - borderLevel) * borderSize / size, 0., 1.);\\n}\"]),this.drawMarker=t(s);var l=c({},o);l.frag=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nuniform float opacity;\\n\\nfloat smoothStep(float edge0, float edge1, float x) {\\n\\tfloat t;\\n\\tt = clamp((x - edge0) / (edge1 - edge0), 0.0, 1.0);\\n\\treturn t * t * (3.0 - 2.0 * t);\\n}\\n\\nvoid main() {\\n\\tfloat radius, alpha = 1.0, delta = fragWidth;\\n\\n\\tradius = length(2.0 * gl_PointCoord.xy - 1.0);\\n\\n\\tif (radius > 1.0 + delta) {\\n\\t\\tdiscard;\\n\\t}\\n\\n\\talpha -= smoothstep(1.0 - delta, 1.0 + delta, radius);\\n\\n\\tfloat borderRadius = fragBorderRadius;\\n\\tfloat ratio = smoothstep(borderRadius - delta, borderRadius + delta, radius);\\n\\tvec4 color = mix(fragColor, fragBorderColor, ratio);\\n\\tcolor.a *= alpha * opacity;\\n\\tgl_FragColor = color;\\n}\\n\"]),l.vert=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform bool constPointSize;\\nuniform float pixelRatio;\\nuniform vec2 paletteSize, scale, scaleFract, translate, translateFract;\\nuniform sampler2D paletteTexture;\\n\\nconst float maxSize = 100.;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(paletteTexture,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = (size + borderSize) * pointSizeScale;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n  fragBorderRadius = 1. - 2. * borderSize / (size + borderSize);\\n  fragColor = color;\\n  fragBorderColor = borderColor.a == 0. || borderSize == 0. ? vec4(color.rgb, 0.) : borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n}\\n\"]),v&&(l.frag=l.frag.replace(\"smoothstep\",\"smoothStep\"),s.frag=s.frag.replace(\"smoothstep\",\"smoothStep\")),this.drawCircle=t(l)}x.defaults={color:\"black\",borderColor:\"transparent\",borderSize:0,size:12,opacity:1,marker:void 0,viewport:null,range:null,pixelSize:null,count:0,offset:0,bounds:null,positions:[],snap:1e4},x.prototype.render=function(){return arguments.length&&this.update.apply(this,arguments),this.draw(),this},x.prototype.draw=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];var i=this.groups;if(1===r.length&&Array.isArray(r[0])&&(null===r[0][0]||Array.isArray(r[0][0]))&&(r=r[0]),this.regl._refresh(),r.length)for(var a=0;a<r.length;a++)this.drawItem(a,r[a]);else i.forEach((function(e,r){t.drawItem(r)}));return this},x.prototype.drawItem=function(t,e){var r,n=this.groups,o=n[t];if(\"number\"==typeof e&&(t=e,o=n[e],e=null),o&&o.count&&o.opacity){o.activation[0]&&this.drawCircle(this.getMarkerDrawOptions(0,o,e));for(var s=[],l=1;l<o.activation.length;l++)o.activation[l]&&(!0===o.activation[l]||o.activation[l].data.length)&&s.push.apply(s,function(t){if(Array.isArray(t))return a(t)}(r=this.getMarkerDrawOptions(l,o,e))||function(t){if(\"undefined\"!=typeof Symbol&&null!=t[Symbol.iterator]||null!=t[\"@@iterator\"])return Array.from(t)}(r)||i(r)||function(){throw new TypeError(\"Invalid attempt to spread non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}());s.length&&this.drawMarker(s)}},x.prototype.getMarkerDrawOptions=function(t,e,r){var i=e.range,a=e.tree,o=e.viewport,s=e.activation,l=e.selectionBuffer,u=e.count;if(this.regl,!a)return r?[c({},e,{markerTexture:this.markerTextures[t],activation:s[t],count:r.length,elements:r,offset:0})]:[c({},e,{markerTexture:this.markerTextures[t],activation:s[t],offset:0})];var f=[],h=a.range(i,{lod:!0,px:[(i[2]-i[0])/o.width,(i[3]-i[1])/o.height]});if(r){for(var p=s[t].data,d=new Uint8Array(u),v=0;v<r.length;v++){var g=r[v];d[g]=p?p[g]:1}l.subdata(d)}for(var y=h.length;y--;){var m=n(h[y],2),x=m[0],b=m[1];f.push(c({},e,{markerTexture:this.markerTextures[t],activation:r?l:s[t],offset:x,count:b-x}))}return f},x.prototype.update=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];if(r.length){1===r.length&&Array.isArray(r[0])&&(r=r[0]);var i=this.groups,a=this.gl,o=this.regl,l=this.maxSize,f=this.maxColors,v=this.palette;this.groups=i=r.map((function(e,r){var n=i[r];if(void 0===e)return n;null===e?e={positions:null}:\"function\"==typeof e?e={ondraw:e}:\"number\"==typeof e[0]&&(e={positions:e}),null===(e=h(e,{positions:\"positions data points\",snap:\"snap cluster lod tree\",size:\"sizes size radius\",borderSize:\"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline\",color:\"colors color fill fill-color fillColor\",borderColor:\"borderColors borderColor stroke stroke-color strokeColor\",marker:\"markers marker shape\",range:\"range dataBox databox\",viewport:\"viewport viewPort viewBox viewbox\",opacity:\"opacity alpha transparency\",bounds:\"bound bounds boundaries limits\",tooManyColors:\"tooManyColors palette paletteMode optimizePalette enablePalette\"})).positions&&(e.positions=[]),null!=e.tooManyColors&&(t.tooManyColors=e.tooManyColors),n||(i[r]=n={id:r,scale:null,translate:null,scaleFract:null,translateFract:null,activation:[],selectionBuffer:o.buffer({data:new Uint8Array(0),usage:\"stream\",type:\"uint8\"}),sizeBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),colorBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),positionBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"}),positionFractBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"})},e=c({},x.defaults,e)),e.positions&&!(\"marker\"in e)&&(e.marker=n.marker,delete n.marker),e.marker&&!(\"positions\"in e)&&(e.positions=n.positions,delete n.positions);var m=0,b=0;if(p(n,e,[{snap:!0,size:function(t,e){return null==t&&(t=x.defaults.size),m+=t&&t.length?1:0,t},borderSize:function(t,e){return null==t&&(t=x.defaults.borderSize),m+=t&&t.length?1:0,t},opacity:parseFloat,color:function(e,r){return null==e&&(e=x.defaults.color),e=t.updateColor(e),b++,e},borderColor:function(e,r){return null==e&&(e=x.defaults.borderColor),e=t.updateColor(e),b++,e},bounds:function(t,e,r){return\"range\"in r||(r.range=null),t},positions:function(t,e,r){var n=e.snap,i=e.positionBuffer,a=e.positionFractBuffer,l=e.selectionBuffer;if(t.x||t.y)return t.x.length?e.xAttr={buffer:o.buffer(t.x),offset:0,stride:4,count:t.x.length}:e.xAttr={buffer:t.x.buffer,offset:4*t.x.offset||0,stride:4*(t.x.stride||1),count:t.x.count},t.y.length?e.yAttr={buffer:o.buffer(t.y),offset:0,stride:4,count:t.y.length}:e.yAttr={buffer:t.y.buffer,offset:4*t.y.offset||0,stride:4*(t.y.stride||1),count:t.y.count},e.count=Math.max(e.xAttr.count,e.yAttr.count),t;t=d(t,\"float64\");var c=e.count=Math.floor(t.length/2),f=e.bounds=c?s(t,2):null;if(r.range||e.range||(delete e.range,r.range=f),r.marker||e.marker||(delete e.marker,r.marker=null),n&&(!0===n||c>n)?e.tree=u(t,{bounds:f}):n&&n.length&&(e.tree=n),e.tree){var h={primitive:\"points\",usage:\"static\",data:e.tree,type:\"uint32\"};e.elements?e.elements(h):e.elements=o.elements(h)}var p=g.float32(t);return i({data:p,usage:\"dynamic\"}),a({data:g.fract32(t,p),usage:\"dynamic\"}),l({data:new Uint8Array(c),type:\"uint8\",usage:\"stream\"}),t}},{marker:function(e,r,n){var i=r.activation;if(i.forEach((function(t){return t&&t.destroy&&t.destroy()})),i.length=0,e&&\"number\"!=typeof e[0]){for(var a=[],s=0,l=Math.min(e.length,r.count);s<l;s++){var u=t.addMarker(e[s]);a[u]||(a[u]=new Uint8Array(r.count)),a[u][s]=1}for(var c=0;c<a.length;c++)if(a[c]){var f={data:a[c],type:\"uint8\",usage:\"static\"};i[c]?i[c](f):i[c]=o.buffer(f),i[c].data=a[c]}}else i[t.addMarker(e)]=!0;return e},range:function(t,e,r){var n=e.bounds;if(n)return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=g.fract(e.scale),e.translateFract=g.fract(e.translate),t},viewport:function(t){return y(t||[a.drawingBufferWidth,a.drawingBufferHeight])}}]),m){var _=n,w=_.count,T=_.size,k=_.borderSize,A=_.sizeBuffer,M=new Uint8Array(2*w);if(T.length||k.length)for(var S=0;S<w;S++)M[2*S]=Math.round(255*(null==T[S]?T:T[S])/l),M[2*S+1]=Math.round(255*(null==k[S]?k:k[S])/l);A({data:M,usage:\"dynamic\"})}if(b){var E,L=n,C=L.count,P=L.color,O=L.borderColor,I=L.colorBuffer;if(t.tooManyColors){if(P.length||O.length){E=new Uint8Array(8*C);for(var D=0;D<C;D++){var z=P[D];E[8*D]=v[4*z],E[8*D+1]=v[4*z+1],E[8*D+2]=v[4*z+2],E[8*D+3]=v[4*z+3];var R=O[D];E[8*D+4]=v[4*R],E[8*D+5]=v[4*R+1],E[8*D+6]=v[4*R+2],E[8*D+7]=v[4*R+3]}}}else if(P.length||O.length){E=new Uint8Array(4*C+2);for(var F=0;F<C;F++)null!=P[F]&&(E[4*F]=P[F]%f,E[4*F+1]=Math.floor(P[F]/f)),null!=O[F]&&(E[4*F+2]=O[F]%f,E[4*F+3]=Math.floor(O[F]/f))}I({data:E||new Uint8Array(0),type:\"uint8\",usage:\"dynamic\"})}return n}))}},x.prototype.addMarker=function(t){var e,r=this.markerTextures,n=this.regl,i=this.markerCache,a=null==t?0:i.indexOf(t);if(a>=0)return a;if(t instanceof Uint8Array||t instanceof Uint8ClampedArray)e=t;else{e=new Uint8Array(t.length);for(var o=0,s=t.length;o<s;o++)e[o]=255*t[o]}var l=Math.floor(Math.sqrt(e.length));return a=r.length,i.push(t),r.push(n.texture({channels:1,data:e,radius:l,mag:\"linear\",min:\"linear\"})),a},x.prototype.updateColor=function(t){var e=this.paletteIds,r=this.palette,n=this.maxColors;Array.isArray(t)||(t=[t]);var i=[];if(\"number\"==typeof t[0]){var a=[];if(Array.isArray(t))for(var s=0;s<t.length;s+=4)a.push(t.slice(s,s+4));else for(var u=0;u<t.length;u+=4)a.push(t.subarray(u,u+4));t=a}for(var c=0;c<t.length;c++){var f=t[c];f=o(f,\"uint8\");var h=l(f,!1);if(null==e[h]){var p=r.length;e[h]=Math.floor(p/4),r[p]=f[0],r[p+1]=f[1],r[p+2]=f[2],r[p+3]=f[3]}i[c]=e[h]}return!this.tooManyColors&&r.length>4*n&&(this.tooManyColors=!0),this.updatePalette(r),1===i.length?i[0]:i},x.prototype.updatePalette=function(t){if(!this.tooManyColors){var e=this.maxColors,r=this.paletteTexture,n=Math.ceil(.25*t.length/e);if(n>1)for(var i=.25*(t=t.slice()).length%e;i<n*e;i++)t.push(0,0,0,0);r.height<n&&r.resize(e,n),r.subimage({width:Math.min(.25*t.length,e),height:n,data:t},0,0)}},x.prototype.destroy=function(){return this.groups.forEach((function(t){t.sizeBuffer.destroy(),t.positionBuffer.destroy(),t.positionFractBuffer.destroy(),t.colorBuffer.destroy(),t.activation.forEach((function(t){return t&&t.destroy&&t.destroy()})),t.selectionBuffer.destroy(),t.elements&&t.elements.destroy()})),this.groups.length=0,this.paletteTexture.destroy(),this.markerTextures.forEach((function(t){return t&&t.destroy&&t.destroy()})),this};var b=r(56131);t.exports=function(t,e){var r=new m(t,e),n=r.render.bind(r);return b(n,{render:n,update:r.update.bind(r),draw:r.draw.bind(r),destroy:r.destroy.bind(r),regl:r.regl,gl:r.gl,canvas:r.gl.canvas,groups:r.groups,markers:r.markerCache,palette:r.palette}),n}},60487:function(t,e,r){\"use strict\";var n=r(11870),i=r(71299),a=r(21527),o=r(5877),s=r(57471),l=r(18863),u=r(30120);function c(t,e){if(!(this instanceof c))return new c(t,e);this.traces=[],this.passes={},this.regl=t,this.scatter=n(t),this.canvas=this.scatter.canvas}function f(t,e,r){return(null!=t.id?t.id:t)<<16|(255&e)<<8|255&r}function h(t,e,r){var n,i,a,o,s=t[e],l=t[r];return s.length>2?(s[0],s[2],n=s[1],i=s[3]):s.length?(n=s[0],i=s[1]):(s.x,n=s.y,s.x,s.width,i=s.y+s.height),l.length>2?(a=l[0],o=l[2],l[1],l[3]):l.length?(a=l[0],o=l[1]):(a=l.x,l.y,o=l.x+l.width,l.y,l.height),[a,n,o,i]}function p(t){if(\"number\"==typeof t)return[t,t,t,t];if(2===t.length)return[t[0],t[1],t[0],t[1]];var e=l(t);return[e.x,e.y,e.x+e.width,e.y+e.height]}t.exports=c,c.prototype.render=function(){for(var t,e=this,r=[],n=arguments.length;n--;)r[n]=arguments[n];return r.length&&(t=this).update.apply(t,r),this.regl.attributes.preserveDrawingBuffer?this.draw():(this.dirty?null==this.planned&&(this.planned=o((function(){e.draw(),e.dirty=!0,e.planned=null}))):(this.draw(),this.dirty=!0,o((function(){e.dirty=!1}))),this)},c.prototype.update=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=0;n<e.length;n++)this.updateItem(n,e[n]);this.traces=this.traces.filter(Boolean);for(var i=[],a=0,o=0;o<this.traces.length;o++){for(var s=this.traces[o],l=this.traces[o].passes,u=0;u<l.length;u++)i.push(this.passes[l[u]]);s.passOffset=a,a+=s.passes.length}return(t=this.scatter).update.apply(t,i),this}},c.prototype.updateItem=function(t,e){var r=this.regl;if(null===e)return this.traces[t]=null,this;if(!e)return this;var n,o=i(e,{data:\"data items columns rows values dimensions samples x\",snap:\"snap cluster\",size:\"sizes size radius\",color:\"colors color fill fill-color fillColor\",opacity:\"opacity alpha transparency 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Uint8Array}),color:\"black\",marker:null,size:12,borderColor:\"transparent\",borderSize:1,viewport:l([r._gl.drawingBufferWidth,r._gl.drawingBufferHeight]),padding:[0,0,0,0],opacity:1,diagonal:!0,upper:!0,lower:!0});if(null!=o.color&&(s.color=o.color),null!=o.size&&(s.size=o.size),null!=o.marker&&(s.marker=o.marker),null!=o.borderColor&&(s.borderColor=o.borderColor),null!=o.borderSize&&(s.borderSize=o.borderSize),null!=o.opacity&&(s.opacity=o.opacity),o.viewport&&(s.viewport=l(o.viewport)),null!=o.diagonal&&(s.diagonal=o.diagonal),null!=o.upper&&(s.upper=o.upper),null!=o.lower&&(s.lower=o.lower),o.data){s.buffer(u(o.data)),s.columns=o.data.length,s.count=o.data[0].length,s.bounds=[];for(var c=0;c<s.columns;c++)s.bounds[c]=a(o.data[c],1)}o.range&&(s.range=o.range,n=s.range&&\"number\"!=typeof s.range[0]),o.domain&&(s.domain=o.domain);var d=!1;null!=o.padding&&(Array.isArray(o.padding)&&o.padding.length===s.columns&&\"number\"==typeof o.padding[o.padding.length-1]?(s.padding=o.padding.map(p),d=!0):s.padding=p(o.padding));var v=s.columns,g=s.count,y=s.viewport.width,m=s.viewport.height,x=s.viewport.x,b=s.viewport.y,_=y/v,w=m/v;s.passes=[];for(var T=0;T<v;T++)for(var k=0;k<v;k++)if((s.diagonal||k!==T)&&(s.upper||!(T>k))&&(s.lower||!(T<k))){var A=f(s.id,T,k),M=this.passes[A]||(this.passes[A]={});if(o.data&&(o.transpose?M.positions={x:{buffer:s.buffer,offset:k,count:g,stride:v},y:{buffer:s.buffer,offset:T,count:g,stride:v}}:M.positions={x:{buffer:s.buffer,offset:k*g,count:g},y:{buffer:s.buffer,offset:T*g,count:g}},M.bounds=h(s.bounds,T,k)),o.domain||o.viewport||o.data){var S=d?h(s.padding,T,k):s.padding;if(s.domain){var E=h(s.domain,T,k),L=E[0],C=E[1],P=E[2],O=E[3];M.viewport=[x+L*y+S[0],b+C*m+S[1],x+P*y-S[2],b+O*m-S[3]]}else M.viewport=[x+k*_+_*S[0],b+T*w+w*S[1],x+(k+1)*_-_*S[2],b+(T+1)*w-w*S[3]]}o.color&&(M.color=s.color),o.size&&(M.size=s.size),o.marker&&(M.marker=s.marker),o.borderSize&&(M.borderSize=s.borderSize),o.borderColor&&(M.borderColor=s.borderColor),o.opacity&&(M.opacity=s.opacity),o.range&&(M.range=n?h(s.range,T,k):s.range||M.bounds),s.passes.push(A)}return this},c.prototype.draw=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=[],i=0;i<e.length;i++)if(\"number\"==typeof e[i]){var a=this.traces[e[i]],o=a.passes,l=a.passOffset;n.push.apply(n,s(l,l+o.length))}else if(e[i].length){var u=e[i],c=this.traces[i],f=c.passes,h=c.passOffset;f=f.map((function(t,e){n[h+e]=u}))}(t=this.scatter).draw.apply(t,n)}else this.scatter.draw();return this},c.prototype.destroy=function(){return this.traces.forEach((function(t){t.buffer&&t.buffer.destroy&&t.buffer.destroy()})),this.traces=null,this.passes=null,this.scatter.destroy(),this}},98580:function(t){t.exports=function(){function t(t,e){this.id=Z++,this.type=t,this.data=e}function e(t){if(0===t.length)return[];var r=t.charAt(0),n=t.charAt(t.length-1);if(1<t.length&&r===n&&('\"'===r||\"'\"===r))return['\"'+t.substr(1,t.length-2).replace(/\\\\/g,\"\\\\\\\\\").replace(/\"/g,'\\\\\"')+'\"'];if(r=/\\[(false|true|null|\\d+|'[^']*'|\"[^\"]*\")\\]/.exec(t))return e(t.substr(0,r.index)).concat(e(r[1])).concat(e(t.substr(r.index+r[0].length)));if(1===(r=t.split(\".\")).length)return['\"'+t.replace(/\\\\/g,\"\\\\\\\\\").replace(/\"/g,'\\\\\"')+'\"'];for(t=[],n=0;n<r.length;++n)t=t.concat(e(r[n]));return t}function r(t){return\"[\"+e(t).join(\"][\")+\"]\"}function n(t){return\"string\"==typeof t?t.split():t}function i(t){return\"string\"==typeof t?document.querySelector(t):t}function a(t){var e,r,a,o,s=t||{};t={};var 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e=Math.floor(t/400)+1;t-=400*(e-1),t+=t>15?16:0;var r=Math.floor(t/32)+1,n=t-32*(r-1)+1;return this.newDate(e<=0?e-1:e,r,n)}});var o={20:\"Fruitbat\",21:\"Anchovy\"};n.calendars.discworld=a},37715:function(t,e,r){var n=r(63489),i=r(56131);function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new 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n=r(56131);function i(){this.regionalOptions=[],this.regionalOptions[\"\"]={invalidCalendar:\"Calendar {0} not found\",invalidDate:\"Invalid {0} date\",invalidMonth:\"Invalid {0} month\",invalidYear:\"Invalid {0} year\",differentCalendars:\"Cannot mix {0} and {1} dates\"},this.local=this.regionalOptions[\"\"],this.calendars={},this._localCals={}}function a(t,e,r,n){if(this._calendar=t,this._year=e,this._month=r,this._day=n,0===this._calendar._validateLevel&&!this._calendar.isValid(this._year,this._month,this._day))throw(u.local.invalidDate||u.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name)}function o(t,e){return\"000000\".substring(0,e-(t=\"\"+t).length)+t}function s(){this.shortYearCutoff=\"+10\"}function l(t){this.local=this.regionalOptions[t]||this.regionalOptions[\"\"]}n(i.prototype,{instance:function(t,e){t=(t||\"gregorian\").toLowerCase(),e=e||\"\";var r=this._localCals[t+\"-\"+e];if(!r&&this.calendars[t]&&(r=new this.calendars[t](e),this._localCals[t+\"-\"+e]=r),!r)throw(this.local.invalidCalendar||this.regionalOptions[\"\"].invalidCalendar).replace(/\\{0\\}/,t);return r},newDate:function(t,e,r,n,i){return(n=(null!=t&&t.year?t.calendar():\"string\"==typeof n?this.instance(n,i):n)||this.instance()).newDate(t,e,r)},substituteDigits:function(t){return function(e){return(e+\"\").replace(/[0-9]/g,(function(e){return t[e]}))}},substituteChineseDigits:function(t,e){return function(r){for(var n=\"\",i=0;r>0;){var a=r%10;n=(0===a?\"\":t[a]+e[i])+n,i++,r=Math.floor(r/10)}return 0===n.indexOf(t[1]+e[1])&&(n=n.substr(1)),n||t[0]}}}),n(a.prototype,{newDate:function(t,e,r){return this._calendar.newDate(null==t?this:t,e,r)},year:function(t){return 0===arguments.length?this._year:this.set(t,\"y\")},month:function(t){return 0===arguments.length?this._month:this.set(t,\"m\")},day:function(t){return 0===arguments.length?this._day:this.set(t,\"d\")},date:function(t,e,r){if(!this._calendar.isValid(t,e,r))throw(u.local.invalidDate||u.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name);return this._year=t,this._month=e,this._day=r,this},leapYear:function(){return this._calendar.leapYear(this)},epoch:function(){return this._calendar.epoch(this)},formatYear:function(){return this._calendar.formatYear(this)},monthOfYear:function(){return this._calendar.monthOfYear(this)},weekOfYear:function(){return this._calendar.weekOfYear(this)},daysInYear:function(){return this._calendar.daysInYear(this)},dayOfYear:function(){return this._calendar.dayOfYear(this)},daysInMonth:function(){return this._calendar.daysInMonth(this)},dayOfWeek:function(){return this._calendar.dayOfWeek(this)},weekDay:function(){return this._calendar.weekDay(this)},extraInfo:function(){return this._calendar.extraInfo(this)},add:function(t,e){return this._calendar.add(this,t,e)},set:function(t,e){return this._calendar.set(this,t,e)},compareTo:function(t){if(this._calendar.name!==t._calendar.name)throw(u.local.differentCalendars||u.regionalOptions[\"\"].differentCalendars).replace(/\\{0\\}/,this._calendar.local.name).replace(/\\{1\\}/,t._calendar.local.name);var e=this._year!==t._year?this._year-t._year:this._month!==t._month?this.monthOfYear()-t.monthOfYear():this._day-t._day;return 0===e?0:e<0?-1:1},calendar:function(){return this._calendar},toJD:function(){return this._calendar.toJD(this)},fromJD:function(t){return this._calendar.fromJD(t)},toJSDate:function(){return this._calendar.toJSDate(this)},fromJSDate:function(t){return this._calendar.fromJSDate(t)},toString:function(){return(this.year()<0?\"-\":\"\")+o(Math.abs(this.year()),4)+\"-\"+o(this.month(),2)+\"-\"+o(this.day(),2)}}),n(s.prototype,{_validateLevel:0,newDate:function(t,e,r){return null==t?this.today():(t.year&&(this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate),r=t.day(),e=t.month(),t=t.year()),new a(this,t,e,r))},today:function(){return this.fromJSDate(new Date)},epoch:function(t){return this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear).year()<0?this.local.epochs[0]:this.local.epochs[1]},formatYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear);return(e.year()<0?\"-\":\"\")+o(Math.abs(e.year()),4)},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear),12},monthOfYear:function(t,e){var r=this._validate(t,e,this.minDay,u.local.invalidMonth||u.regionalOptions[\"\"].invalidMonth);return(r.month()+this.monthsInYear(r)-this.firstMonth)%this.monthsInYear(r)+this.minMonth},fromMonthOfYear:function(t,e){var r=(e+this.firstMonth-2*this.minMonth)%this.monthsInYear(t)+this.minMonth;return this._validate(t,r,this.minDay,u.local.invalidMonth||u.regionalOptions[\"\"].invalidMonth),r},daysInYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear);return this.leapYear(e)?366:365},dayOfYear:function(t,e,r){var n=this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate);return n.toJD()-this.newDate(n.year(),this.fromMonthOfYear(n.year(),this.minMonth),this.minDay).toJD()+1},daysInWeek:function(){return 7},dayOfWeek:function(t,e,r){var n=this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate);return(Math.floor(this.toJD(n))+2)%this.daysInWeek()},extraInfo:function(t,e,r){return this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate),{}},add:function(t,e,r){return this._validate(t,this.minMonth,this.minDay,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate),this._correctAdd(t,this._add(t,e,r),e,r)},_add:function(t,e,r){if(this._validateLevel++,\"d\"===r||\"w\"===r){var n=t.toJD()+e*(\"w\"===r?this.daysInWeek():1),i=t.calendar().fromJD(n);return this._validateLevel--,[i.year(),i.month(),i.day()]}try{var a=t.year()+(\"y\"===r?e:0),o=t.monthOfYear()+(\"m\"===r?e:0);i=t.day(),\"y\"===r?(t.month()!==this.fromMonthOfYear(a,o)&&(o=this.newDate(a,t.month(),this.minDay).monthOfYear()),o=Math.min(o,this.monthsInYear(a)),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o)))):\"m\"===r&&(function(t){for(;o<t.minMonth;)a--,o+=t.monthsInYear(a);for(var e=t.monthsInYear(a);o>e-1+t.minMonth;)a++,o-=e,e=t.monthsInYear(a)}(this),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o))));var s=[a,this.fromMonthOfYear(a,o),i];return this._validateLevel--,s}catch(t){throw 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n=this.newDate(t,e,r);return n.add(4-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,u.local.invalidMonth||u.regionalOptions[\"\"].invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var n=this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate);t=n.year(),e=n.month(),r=n.day(),t<0&&t++,e<3&&(e+=12,t--);var i=Math.floor(t/100),a=2-i+Math.floor(i/4);return Math.floor(365.25*(t+4716))+Math.floor(30.6001*(e+1))+r+a-1524.5},fromJD:function(t){var e=Math.floor(t+.5),r=Math.floor((e-1867216.25)/36524.25),n=1524+(r=e+1+r-Math.floor(r/4)),i=Math.floor((n-122.1)/365.25),a=Math.floor(365.25*i),o=Math.floor((n-a)/30.6001),s=n-a-Math.floor(30.6001*o),l=o-(o>13.5?13:1),u=i-(l>2.5?4716:4715);return u<=0&&u--,this.newDate(u,l,s)},toJSDate:function(t,e,r){var n=this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate),i=new Date(n.year(),n.month()-1,n.day());return i.setHours(0),i.setMinutes(0),i.setSeconds(0),i.setMilliseconds(0),i.setHours(i.getHours()>12?i.getHours()+2:0),i},fromJSDate:function(t){return this.newDate(t.getFullYear(),t.getMonth()+1,t.getDate())}});var u=t.exports=new i;u.cdate=a,u.baseCalendar=s,u.calendars.gregorian=l},94338:function(t,e,r){var n=r(56131),i=r(63489);n(i.regionalOptions[\"\"],{invalidArguments:\"Invalid arguments\",invalidFormat:\"Cannot format a date from another calendar\",missingNumberAt:\"Missing number at position {0}\",unknownNameAt:\"Unknown name at position {0}\",unexpectedLiteralAt:\"Unexpected literal at position {0}\",unexpectedText:\"Additional text found at end\"}),i.local=i.regionalOptions[\"\"],n(i.cdate.prototype,{formatDate:function(t,e){return\"string\"!=typeof 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+       "        });\n",
+       "        require(['plotly'], function(Plotly) {\n",
+       "            window._Plotly = Plotly;\n",
+       "        });\n",
+       "        }\n",
+       "        </script>\n",
+       "        "
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import edvart\n",
+    "from edvart import Verbosity\n",
+    "\n",
+    "import plotly.offline as py\n",
+    "py.init_notebook_mode()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "557e0a6a",
+   "metadata": {},
+   "source": [
+    "## Basic report"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "cfc8ce5f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dataset = edvart.example_datasets.dataset_titanic()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "53cfd75e",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>PassengerId</th>\n",
+       "      <th>Survived</th>\n",
+       "      <th>Pclass</th>\n",
+       "      <th>Name</th>\n",
+       "      <th>Sex</th>\n",
+       "      <th>Age</th>\n",
+       "      <th>SibSp</th>\n",
+       "      <th>Parch</th>\n",
+       "      <th>Ticket</th>\n",
+       "      <th>Fare</th>\n",
+       "      <th>Cabin</th>\n",
+       "      <th>Embarked</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>3</td>\n",
+       "      <td>Braund, Mr. Owen Harris</td>\n",
+       "      <td>male</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>A/5 21171</td>\n",
+       "      <td>7.2500</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>S</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>Cumings, Mrs. John Bradley (Florence Briggs Th...</td>\n",
+       "      <td>female</td>\n",
+       "      <td>38.0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>PC 17599</td>\n",
+       "      <td>71.2833</td>\n",
+       "      <td>C85</td>\n",
+       "      <td>C</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>Heikkinen, Miss. Laina</td>\n",
+       "      <td>female</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>STON/O2. 3101282</td>\n",
+       "      <td>7.9250</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>S</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>Futrelle, Mrs. Jacques Heath (Lily May Peel)</td>\n",
+       "      <td>female</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>113803</td>\n",
+       "      <td>53.1000</td>\n",
+       "      <td>C123</td>\n",
+       "      <td>S</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>3</td>\n",
+       "      <td>Allen, Mr. William Henry</td>\n",
+       "      <td>male</td>\n",
+       "      <td>35.0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>373450</td>\n",
+       "      <td>8.0500</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>S</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   PassengerId  Survived  Pclass  \\\n",
+       "0            1         0       3   \n",
+       "1            2         1       1   \n",
+       "2            3         1       3   \n",
+       "3            4         1       1   \n",
+       "4            5         0       3   \n",
+       "\n",
+       "                                                Name     Sex   Age  SibSp  \\\n",
+       "0                            Braund, Mr. Owen Harris    male  22.0      1   \n",
+       "1  Cumings, Mrs. John Bradley (Florence Briggs Th...  female  38.0      1   \n",
+       "2                             Heikkinen, Miss. Laina  female  26.0      0   \n",
+       "3       Futrelle, Mrs. Jacques Heath (Lily May Peel)  female  35.0      1   \n",
+       "4                           Allen, Mr. William Henry    male  35.0      0   \n",
+       "\n",
+       "   Parch            Ticket     Fare Cabin Embarked  \n",
+       "0      0         A/5 21171   7.2500   NaN        S  \n",
+       "1      0          PC 17599  71.2833   C85        C  \n",
+       "2      0  STON/O2. 3101282   7.9250   NaN        S  \n",
+       "3      0            113803  53.1000  C123        S  \n",
+       "4      0            373450   8.0500   NaN        S  "
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "dataset.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "1e835fbe",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "report = edvart.DefaultReport(\n",
+    "    dataset,\n",
+    "    verbosity=Verbosity.LOW,\n",
+    "    columns_overview=['Name', 'Survived'],\n",
+    "    columns_univariate_analysis=['Name', 'Age', 'Pclass'],\n",
+    "    groupby='Survived',\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "ebce229b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "report.export_notebook('test-export.ipynb')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "20b517f0",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "INFO:edvart.report.DefaultReport:Exporting report to HTML requires generating and executing a notebook, which may take some time.\n"
+     ]
+    }
+   ],
+   "source": [
+    "report.export_html(\n",
+    "    html_filepath='test-export.html',\n",
+    "    dataset_name='Titanic',\n",
+    "    dataset_description='Dataset that contains data for 891 of the real Titanic passengers.'\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "249ccd4a",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/markdown": [
+       "# Table of Contents<a id='3b4b972c-8e9d-448d-82d3-87cc4582982f'>\n",
+       "---"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       " * [Overview](#a138acab-8313-48b8-a7dc-0e6508edcd09)\n",
+       "\n",
+       "\t * [Quick Info](#37d9187b-2488-453c-aa53-29c4caefe055)\n",
+       "\n",
+       "\t * [Data Types](#bfd51738-634b-448f-8e62-b7b31339be40)\n",
+       "\n",
+       "\t * [Data Preview](#7746ae10-4716-4462-95c9-813933149138)\n",
+       "\n",
+       "\t * [Missing Values](#a0d08240-33a2-496f-a47b-3f098b274ca7)\n",
+       "\n",
+       "\t * [Rows With Missing Value](#6fd1a4fb-61d8-4e31-b73c-549b400ed46f)\n",
+       "\n",
+       "\t * [Constant Occurrence](#80977505-42f5-43e9-93fc-93fb8db35d78)\n",
+       "\n",
+       "\t * [Duplicate Rows](#9d56d0be-918c-4e56-a082-6e7465d27f68)\n",
+       "\n",
+       " * [Univariate Analysis](#b50e3da1-7636-45c9-bc89-0c17efae4eb4)\n",
+       "\n",
+       " * [Bivariate analysis](#e9869b43-8e32-49a9-bd42-3e0dc1cf7860)\n",
+       "\n",
+       "\t * [Correlation Plot](#f5ea7a57-15d5-4a96-b9fe-2c7085688fed)\n",
+       "\n",
+       "\t * [Pairplot](#419650ee-7d84-4d8c-b3c4-e515ab29a701)\n",
+       "\n",
+       "\t * [Contingency table](#907e6163-dad9-417b-8418-3b4acfc4f1f6)\n",
+       "\n",
+       " * [Multivariate analysis](#bab1cd9c-295f-4de9-a34d-104b36ad9b76)\n",
+       "\n",
+       "\t * [Principal Component Analysis](#e6ef1760-6400-4611-8b82-424cb6b79b8c)\n",
+       "\n",
+       "\t * [Parallel coordinates](#24d90abc-6218-4a0c-8742-0beaa42a4696)\n",
+       "\n",
+       "\t * [Parallel categories](#f8db3889-7ff4-4184-ba33-f3f814a735df)\n",
+       "\n",
+       " * [Group Analysis](#a44772d8-0d9d-48bf-8361-7e82f322abef)\n"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "# Overview<a id='a138acab-8313-48b8-a7dc-0e6508edcd09'>\n",
+       "---"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Quick Info<a id='37d9187b-2488-453c-aa53-29c4caefe055'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>Rows</th>\n",
+       "      <td>891</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Columns</th>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Missing cells</th>\n",
+       "      <td>0 (0.00 %)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Zeros</th>\n",
+       "      <td>549 (30.81 %)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Duplicate rows</th>\n",
+       "      <td>0 (0.00 %)</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                             \n",
+       "Rows                      891\n",
+       "Columns                     2\n",
+       "Missing cells      0 (0.00 %)\n",
+       "Zeros           549 (30.81 %)\n",
+       "Duplicate rows     0 (0.00 %)"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Data Types<a id='bfd51738-634b-448f-8e62-b7b31339be40'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<style type=\"text/css\">\n",
+       "</style>\n",
+       "<table id=\"T_b539a\">\n",
+       "  <thead>\n",
+       "    <tr>\n",
+       "      <th id=\"T_b539a_level0_col0\" class=\"col_heading level0 col0\" >Column Name</th>\n",
+       "      <th id=\"T_b539a_level0_col1\" class=\"col_heading level0 col1\" >edvart Data Type</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <td id=\"T_b539a_row0_col0\" class=\"data row0 col0\" >Name</td>\n",
+       "      <td id=\"T_b539a_row0_col1\" class=\"data row0 col1\" >unique</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td id=\"T_b539a_row1_col0\" class=\"data row1 col0\" >Survived</td>\n",
+       "      <td id=\"T_b539a_row1_col1\" class=\"data row1 col1\" >boolean</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n"
+      ],
+      "text/plain": [
+       "<pandas.io.formats.style.Styler at 0x7f81ce93edd0>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Data Preview<a id='7746ae10-4716-4462-95c9-813933149138'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "### First rows"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Name</th>\n",
+       "      <th>Survived</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Braund, Mr. Owen Harris</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Cumings, Mrs. John Bradley (Florence Briggs Th...</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Heikkinen, Miss. Laina</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Futrelle, Mrs. Jacques Heath (Lily May Peel)</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Allen, Mr. William Henry</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                Name  Survived\n",
+       "0                            Braund, Mr. Owen Harris         0\n",
+       "1  Cumings, Mrs. John Bradley (Florence Briggs Th...         1\n",
+       "2                             Heikkinen, Miss. Laina         1\n",
+       "3       Futrelle, Mrs. Jacques Heath (Lily May Peel)         1\n",
+       "4                           Allen, Mr. William Henry         0"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "### Last rows"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Name</th>\n",
+       "      <th>Survived</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>886</th>\n",
+       "      <td>Montvila, Rev. Juozas</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>887</th>\n",
+       "      <td>Graham, Miss. Margaret Edith</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>888</th>\n",
+       "      <td>Johnston, Miss. Catherine Helen \"Carrie\"</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>889</th>\n",
+       "      <td>Behr, Mr. Karl Howell</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>890</th>\n",
+       "      <td>Dooley, Mr. Patrick</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                         Name  Survived\n",
+       "886                     Montvila, Rev. Juozas         0\n",
+       "887              Graham, Miss. Margaret Edith         1\n",
+       "888  Johnston, Miss. Catherine Helen \"Carrie\"         0\n",
+       "889                     Behr, Mr. Karl Howell         1\n",
+       "890                       Dooley, Mr. Patrick         0"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "### Sample"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Name</th>\n",
+       "      <th>Survived</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>223</th>\n",
+       "      <td>Nenkoff, Mr. Christo</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>664</th>\n",
+       "      <td>Lindqvist, Mr. Eino William</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>347</th>\n",
+       "      <td>Davison, Mrs. Thomas Henry (Mary E Finck)</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>404</th>\n",
+       "      <td>Oreskovic, Miss. Marija</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>457</th>\n",
+       "      <td>Kenyon, Mrs. Frederick R (Marion)</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                          Name  Survived\n",
+       "223                       Nenkoff, Mr. Christo         0\n",
+       "664                Lindqvist, Mr. Eino William         1\n",
+       "347  Davison, Mrs. Thomas Henry (Mary E Finck)         1\n",
+       "404                    Oreskovic, Miss. Marija         0\n",
+       "457          Kenyon, Mrs. Frederick R (Marion)         1"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Missing Values<a id='a0d08240-33a2-496f-a47b-3f098b274ca7'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "There are no missing values\n"
+     ]
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Rows With Missing Value<a id='6fd1a4fb-61d8-4e31-b73c-549b400ed46f'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "There are no missing values\n"
+     ]
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Constant Occurrence<a id='80977505-42f5-43e9-93fc-93fb8db35d78'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<style type=\"text/css\">\n",
+       "#T_b1518_row0_col2 {\n",
+       "  width: 10em;\n",
+       "  background: linear-gradient(90deg, #FFA07A 61.6%, transparent 61.6%);\n",
+       "}\n",
+       "#T_b1518_row1_col2 {\n",
+       "  width: 10em;\n",
+       "}\n",
+       "</style>\n",
+       "<table id=\"T_b1518\">\n",
+       "  <thead>\n",
+       "    <tr>\n",
+       "      <th id=\"T_b1518_level0_col0\" class=\"col_heading level0 col0\" >Column Name</th>\n",
+       "      <th id=\"T_b1518_level0_col1\" class=\"col_heading level0 col1\" ><i>0</i> Count</th>\n",
+       "      <th id=\"T_b1518_level0_col2\" class=\"col_heading level0 col2\" ><i>0</i> %</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <td id=\"T_b1518_row0_col0\" class=\"data row0 col0\" >Survived</td>\n",
+       "      <td id=\"T_b1518_row0_col1\" class=\"data row0 col1\" >549</td>\n",
+       "      <td id=\"T_b1518_row0_col2\" class=\"data row0 col2\" >61.616</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td id=\"T_b1518_row1_col0\" class=\"data row1 col0\" >Name</td>\n",
+       "      <td id=\"T_b1518_row1_col1\" class=\"data row1 col1\" >0</td>\n",
+       "      <td id=\"T_b1518_row1_col2\" class=\"data row1 col2\" >0.000</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n"
+      ],
+      "text/plain": [
+       "<pandas.io.formats.style.Styler at 0x7f81d1578b50>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Duplicate Rows<a id='9d56d0be-918c-4e56-a082-6e7465d27f68'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "There are no duplicated rows\n"
+     ]
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "# Univariate Analysis<a id='b50e3da1-7636-45c9-bc89-0c17efae4eb4'>\n",
+       "---"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## *Name - unique*"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "Each value in the column is unique."
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "---"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## *Age - numeric*"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<table width=\"100%\"><tr><td style=\n",
+       "        \"\n",
+       "        text-align: left;\n",
+       "        vertical-align: text-top;\n",
+       "        align-content: center;\n",
+       "        \"\n",
+       "    > <h3> Descriptive Statistics </h3><table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>Number of unique values</th>\n",
+       "      <td>88</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Sum</th>\n",
+       "      <td>21 205.17</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Mean</th>\n",
+       "      <td>29.70</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Mode</th>\n",
+       "      <td>24.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Standard deviation</th>\n",
+       "      <td>14.53</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Mean absolute deviation</th>\n",
+       "      <td>11.32</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Median absolute deviation</th>\n",
+       "      <td>8.95</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Coefficient of variation</th>\n",
+       "      <td>0.49</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Kurtosis</th>\n",
+       "      <td>0.18</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Skewness</th>\n",
+       "      <td>0.39</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table> </td><td style=\n",
+       "        \"\n",
+       "        text-align: left;\n",
+       "        vertical-align: text-top;\n",
+       "        align-content: center;\n",
+       "        \"\n",
+       "    > <h3> Quantile Statistics </h3><table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>Minimum</th>\n",
+       "      <td>0.42</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Maximum</th>\n",
+       "      <td>80.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Q1</th>\n",
+       "      <td>20.12</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Median</th>\n",
+       "      <td>28.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Q3</th>\n",
+       "      <td>38.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Range</th>\n",
+       "      <td>79.58</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>IQR</th>\n",
+       "      <td>17.88</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table> </td></tr></table>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 2000x700 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "---"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## *Pclass - categorical*"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<h3> Most frequent values </h3><table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>491 (55.11 %)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>216 (24.24 %)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>184 (20.65 %)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Other values count</th>\n",
+       "      <td>0 (0.00 %)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Null</th>\n",
+       "      <td>0 (0.00 %)</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 2000x700 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "---"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "# Bivariate analysis<a id='e9869b43-8e32-49a9-bd42-3e0dc1cf7860'>\n",
+       "---"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Correlation Plot<a id='f5ea7a57-15d5-4a96-b9fe-2c7085688fed'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "### Pearson Correlation"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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UyqysrJTWLUgM/520FCRu1tbWSu+pXr26QllBbBs3blTas/dvycnJqFat2nvbLMrTp08BQGkvH/Bu4cL7kjV/f3/MnTtXrsymTSfYtu1coliIiIjo/VS2z5oyI0eOxPXr1+Ht7Q1fX184OjrC0NAQUqkUGzZswDfffKOwonLy5Mno27cvDh8+jODgYJw/fx4rVqzAypUrsWLFCnz//feyusuXL8c333yD3377DadPn8bFixdx5coVLF68GHv27IG3tzeAd8dLAICXl5dsIzxlzM3NFcqUTepXpYLYXFxc3ju5X9mGe/8dLi4Nyg7S7bp4c6nHQURE9DlQ20Hur1+/RnBwMKpUqYK9e/dC6z/7o/z999+F3mttbY1x48Zh3LhxyM3NRWBgIIYPHw5fX18MGTJErvfO0dERvr6+8PX1RWZmJlavXo2pU6fi22+/lSVrBb1jI0eOlJWpQ8G5YAVbl/yXsvKC2Fq2bIlVq1apLbYClpaWiIuLw6NHj1CnTh2F648ePXpvG8oO0uUQKBERkXqordsoNTUV+fn5sLS0VEjUcnJycOjQoWK1o62tjUGDBqFJkybIzs6Wm+P2X/r6+pgyZQosLS2RlJSE58+fA3i3YS+AYn/mh2rRogUA4ODBgwrX8vLyEBQUpFDerl07aGlp4dixY8jJyVFrfMD/zc/bt2+fwrU7d+68dwiUiIjoffS0tdXy+lypLVmrXLkyjI2NcfPmTdnEe+Bd0jJt2jTcu3dP4Z7Q0FCcPn1aNjRY4OHDh7h9+zYkEomsJ+rw4cO4fPmyQhtRUVFITExEhQoVYGJiAgDw9vaGk5MTdu3ahfnz5ytMjhcEARcvXpSL80P06dMHZmZmCA4ORmBgoNy1H3/8EQ8fPlS4p1q1avjqq68QFxeHAQMGyG05UuD+/ftKE8APUbD9x8qVK+XmEr5+/Rrjxo0rdKNfIiIi0gy1JWva2trw9fVFbm4u2rRpg44dO6J///6oWbMm1q1bhzFjxijcc/36dXTo0AEWFhbo1KkTBg0aBE9PT9SpUwcpKSkYO3YsqlatCuDdKko3NzdYWVmhW7du8PHxQbt27eDq6or8/HzMnTsXurq6slgOHz4MOzs7zJo1C9WrV0eHDh3g4+MDT09PWFhYoGXLlrh69epHPbOxsTE2btwILS0tDBgwAM2bN8fAgQNRr149LFy4EF9//TUAyOIq8PPPP6NDhw44ePAgatSogZYtW2LgwIHo0aMHatWqhVq1amHHjh0fFVuB5s2bY8qUKUhJSUGTJk3g5eWFfv36oUaNGrh37x66deumks8hIiIi1VBrn+KMGTNgZWWFlStX4uLFizAwMEDLli0xb948XLt2TaF+165d8fLlS4SGhuL69et4+fIlKlWqhJYtW+K7777Dl19+Kas7bNgwaGtr49y5c7hy5QpSU1NhYWGBzp074/vvv4eHh4dc27Vq1UJ0dDRWr16NoKAgXL58Gbm5ubCwsECDBg3QvXt39O3b96OfuVevXjh9+jTmzp2Lq1ev4q+//kKzZs2wefNm2RFb/92OxMDAAH/88Qd27dqFbdu2ISYmBleuXEGlSpVgY2ODwYMHK91q40MtWbIEjo6OWLVqFcLCwmBsbIyOHTti0aJFmDFjhso+h4iIiD6eROC4V6nx8vLCyZMncfnyZbi6umo6HJVqO2e1pkNQqaOTh2o6BCIitSpsb1JVWHvivFra/darlVraFbvPdztgNXny5InCvLP8/HysWLECJ0+ehIODg9yZpURERERF+XyXVqjJ+fPnMWjQIDRo0AA2NjbIysrCzZs3ERcXh3LlymHTpk080omIiIiKjT1rKtaoUSMMGTIEKSkpOHXqFE6ePIm8vDwMHjwYV69elW2dQURERFQc7FlTsVq1amHLli2aDoOIiIg+EUzWiIiISKV0dbTeX4mKjcOgRERERCLGZI2IiIhIxJisEREREYkY56wRERGRSul+xoeuqwN71oiIiIhEjMkaERERkYgxWSMiIiISMSZrRERERCLGGYBERESkUtpS9gWpEr+aRERERCLGZI2IiIhIxJisEREREYkYkzUiIiIiEeMCAyIiIlIpXW0tTYfwSWGyRipxdPJQTYegUt2WbdN0CCp1dPxATYegejo6mo6AiKhUcBiUiIiISMSYrBERERGJGIdBiYiISKW4Ka5q8atJREREJGJM1oiIiIhEjMkaERERkYgxWSMiIiISMS4wICIiIpXS1WZ6oUrsWSMiIiISMSZrRERERCLGZI2IiIhIxDioTERERCrFg9xViz1rRERE9Mlas2YNbG1toa+vD1dXV1y5cqXQugEBAZBIJHIvfX19uTqCIGDWrFmwtLSEgYEB2rdvj9jYWLU+A5M1IiIi+iTt3bsXkyZNwuzZs3Ht2jXUr18fnp6eeP78eaH3GBkZ4dmzZ7LXo0eP5K4vXrwYv/zyC9atW4eIiAiUL18enp6eyMzMVNtzMFkjIiKiT9Ly5csxatQoDB8+HE5OTli3bh3KlSuHLVu2FHqPRCKBhYWF7FWlShXZNUEQsHLlSvzwww/o0aMHnJ2dsX37djx9+hSHDx9W23OU+WQtNDQU3t7eqFatGnR1dWFqagpHR0f06dMHq1evRmpqqqZDVDBs2DBIJBKEhYVpOhQFEokEtra2mg6DiIhIQVZWFtLS0uReWVlZSutmZ2cjKioK7du3l5VJpVK0b98e4eHhhX5GRkYGbGxsYG1tjR49euCvv/6SXXv48CESEhLk2jQ2Noarq2uRbX6sMp2szZs3D+7u7ggKCoKxsTG6du2Kjh07wsDAAEFBQRg3bhxu376t6TCJiIg+K9paUrW8/P39YWxsLPfy9/dXGsOLFy+Ql5cn1zMGAFWqVEFCQoLSexwdHbFlyxb89ttv2LlzJ/Lz89G8eXP8888/ACC7ryRtqkKZXQ0aFRWFOXPmQEdHB/v27UPPnj3lrickJGDnzp0wMTHRSHxF8ff3h5+fH6pXr67pUIiIiMqM6dOnY9KkSXJlenp6Kmvfzc0Nbm5usvfNmzdHnTp1sH79esyfP19ln1NSZTZZCwoKgiAI6Nu3r0KiBgAWFhaYMmVK6QdWDJaWlrC0tNR0GERERGWKnp5esZMzc3NzaGlpITExUa48MTERFhYWxWpDR0cHDRo0wP379wFAdl9iYqLc7/HExES4uLgUq80PUWaHQZOSkgAAlSpVKvY9Rc3HKliuO2fOHLnytm3bQiKRIC4uDrt370azZs1gaGgIExMTXLt2DRKJBK6uroV+5qpVqyCRSOT+JfDfOWs5OTkwNzeHvr4+UlJSlLbz559/QiKRoGHDhgrXTpw4gS5duqBSpUrQ09ODvb09Jk2ahJcvXyptKzk5GWPHjkXVqlWhr68PJycn/PzzzxAEodDnICIiKkt0dXXRqFEjhISEyMry8/MREhIi13tWlLy8PPz555+yxMzOzg4WFhZybaalpSEiIqLYbX6IMpusWVtbAwAOHjxY5BJcVfH398fgwYOhq6uLrl27om7dumjYsCFq166NK1eu4MGDB0rv27VrFwBg0KBBhbato6ODPn36ICsrCwcPHixRO35+fujUqRNOnz4NR0dHdO/eHdra2lixYgVcXV0V/kXx6tUrtGzZEmvWrIEgCOjRoweqVauGKVOmYPz48cX+ehARERVGT1tbLa+SmjRpEjZu3Iht27bh9u3b+Pbbb/H69WsMHz4cADBkyBBMnz5dVn/evHk4deoU/v77b1y7dg2DBg3Co0ePMHLkSADvOn0mTJiAH3/8EUeOHMGff/6JIUOGoGrVqkpH+VSlzCZrPj4+MDAwwOPHj1GzZk0MGzYMmzZtQnR0NPLy8lT+edu3b8eZM2dw7tw57NmzBxcuXJDFAQC7d+9WuOfBgweIiIhA7dq1lfaI/fd5CmtHEATs2bMHUqkU/fv3l5Xv378fixYtQt26dfHXX3/hwoUL2L9/P+7evYtZs2bhwYMH+P777+XamjFjBm7fvg0vLy88ePAAe/fuRXBwMC5evIiAgIASfU2IiIjErF+/fli6dClmzZoFFxcXxMTE4MSJE7IFAvHx8Xj27Jms/qtXrzBq1CjUqVMHnTt3RlpaGi5dugQnJydZHV9fX4wbNw5ff/01mjRpgoyMDJw4cUJh81xVKrPJmr29PY4ePQpra2ukp6dj27ZtGDVqFBo2bAhzc3N89913cn8AH2vEiBFo06aNQnlRSVZBb1hBnaK0aNECtra2CAsLw9OnT+WunT9/HvHx8WjXrh2qVq0qK1+wYAEAYM+ePahZs6asvGA418XFBQcOHMCLFy8AAK9fv8a2bdsglUqxevVqlCtXTnZP06ZNMWbMmPfGSUREVJaMHTsWjx49QlZWFiIiIuSmLoWFhcl1VKxYsUJWNyEhAcePH0eDBg3k2pNIJJg3bx4SEhKQmZmJ06dPw8HBQa3PUGaTNQDw8PDA/fv3ERQUhNGjR6Nhw4bQ1tZGSkoK1q5dCxcXF9y9e1cln9W9e3el5XZ2dmjevDnu3LmDa9euyV0rSbImkUgwcOBA5OfnIzAwUGk7/x4Cff78Oa5fv45atWqhbt26Sttr0aIF8vLyEBUVBeDdCtq3b9+icePGqFGjhsI9AwYMeG+cREREVLrKdLIGvJtA+OWXX2Lt2rWIiopCUlIS1q5dC1NTUzx//hxjx45VyecUtc1GQTJWkFQBQGRkJO7du4fmzZvDzs6uWJ+hrJ3s7Gzs378f+vr66NWrl6w8Li4OABAbG6twjlnBa82aNQAg61kr6LGzsbFR+vnF3Qy3JJsSEhER0ccps1t3FMbExASjR49G1apV0aNHD4SGhuLNmzdyQ37K5OfnF3m9qLHofv36YcKECQgMDMSSJUsglUpL1KtWwMnJCQ0aNMC1a9dw9+5dODo64o8//sCrV6/Qp08fGBkZKcRrYWEBT0/PItstLDn7UP7+/pg7d65cmZ+fH2bMmKHSzyEiorJJW6vM9wWJyieXrBVwd3cH8G7ZbUpKCsqVKwcdHR1kZGQorf/48eMP/qyKFSvC09MTx44dQ1hYGNq0aYPAwEDo6OigX79+JWrLx8cH0dHR2LVrF+bNm1foKlArKysA7/aRKe7CgIKlx/89lLZAYeX/pWxTwuzs7GLdS0RERCVTZlPf9+0JVrCBna6uLszNzQG8S1ZevnypdP+x06dPf1Q8/15ocObMGSQkJMDT0xMVK1YsUTsDBgyAVCrFnj17kJaWhqNHj8LMzAydOnWSq2dlZYXatWvj1q1buHfvXrHabtSoEQwMDBAVFYW///5b4fp/58oVRk9PD0ZGRnIvVe4gTURERP+nzCZrM2fOxNSpU5Xub/bkyRN88803AN4tDNDV1QUA2WrOH3/8Ua7+4sWLZVtxfKgePXrA0NAQBw8exJYtWwCUbAi0QNWqVdGuXTvcv38f06ZNQ2ZmJvr06QMdHR2FujNnzkR+fj68vb0RExOjcP3ly5fYuHGj7H2FChUwePBg5OXlYdy4cXj79q3sWmRkJFavXl3ieImIiEi9yuwwaEZGBn7++WcsXboUDg4OcHJygr6+Pv755x9EREQgJycHNWvWxMqVK2X3TJs2DQcOHMDKlSsRFhaGGjVq4M8//8Tjx4/x3Xff4ddff/3geAwMDPDll19i+/btCAwMhKGhIXr06PFBbfn4+CAkJATr1q0DUPiGugMHDsRff/2FhQsXolGjRnBxcUGNGjUgCAIePHiAGzduoEKFChg1apTsHn9/f5w9exa///47atSogdatW+PVq1c4c+YMvvnmG9miBCIiog+lo6Wl6RA+KWW2Z+2HH37Ajh07MGjQIOjp6eH8+fM4cOAAbt26haZNm2Lx4sWIiYlBtWrVZPd88cUXOHPmDNq2bYt79+4hODgYNWrUQHh4OJo0afLRMf27J+3LL7+EgYHBB7Xj7e0tW9BgY2ODFi1aFFp3wYIFOHv2LLy9vZGQkIDDhw8jNDQUeXl5+Pbbb3HkyBG5+mZmZrh48SK+/fZbCIKAw4cPIz4+Hj/99BNWrVr1QfESERGR+kgEHghJKpCenq7pEFSq27Jtmg5BpY6OH6jpEFRPydQAIio+Q0NDtbV9/e8PX7RXlPr21mppV+zKbM8aERER0eeAyRoRERGRiJXZBQZEREQkTtwUV7X41SQiIiISMSZrRERERCLGZI2IiIhIxDhnjYiIiFRKT5ub4qoSe9aIiIiIRIzJGhEREZGIMVkjIiIiEjEma0REREQixgUGREREpFK62kwvVIk9a0REREQixmSNiIiISMSYrBERERGJGAeViYiISKV4kLtq8atJREREJGJM1oiIiIhEjMkaERERkYhJBEEQNB0ElX3p6emaDkG1cnI0HYFKdftlt6ZDULnfRvTUdAgqJTUx1nQIVITMkHOaDkHlKvXsora2n75IVku7Vc3N1NKu2HGBAREREamUrraWpkP4pHAYlIiIiEjEmKwRERERiRiTNSIiIiIRY7JGREREJGJcYEBEREQqpS1lX5Aq8atJREREJGJM1oiIiIhEjMkaERERkYhxzhoRERGplJZE0xF8WtizRkRERCRiTNaIiIiIRIzJGhEREZGIMVkjIiIiEjEma0REREQixmStmCQSidxLKpXCxMQErVq1wqZNmyAIwke3b2trq5pgiYiI6JPBZK2Ehg4diqFDh8LHxwdOTk64ePEiRo0ahYEDB2o6NCIiIvqPNWvWwNbWFvr6+nB1dcWVK1cKrbtx40a0atUKpqamMDU1Rfv27RXqDxs2TKEDx8vLS63PwGSthAICAhAQEIAdO3bg0qVLOHnyJLS1tREYGIhjx45pOjwiIiL6//bu3YtJkyZh9uzZuHbtGurXrw9PT088f/5caf2wsDAMGDAAoaGhCA8Ph7W1NTp27IgnT57I1fPy8sKzZ89krz179qj1OZisfaQOHTpg8ODBAIDDhw9rNhgiIiKSWb58OUaNGoXhw4fDyckJ69atQ7ly5bBlyxal9Xft2oXvvvsOLi4uqF27NjZt2oT8/HyEhITI1dPT04OFhYXsZWpqqtbnYLKmAg0aNAAAPH78WK5cEATs2bMHHTp0QMWKFaGvrw9bW1v07dtX4Q9emYL7+/fvDwcHB5QvXx6GhoZo2rQpfv31V+Tn5yu9Z9euXWjZsiWqVKkCfX19WFtbo3379lizZo1c3ezsbPz6669o0qQJKlasiHLlysHW1hZdu3ZFYGDgR3xFiIiIVC8rKwtpaWlyr6ysLKV1s7OzERUVhfbt28vKpFIp2rdvj/Dw8GJ93ps3b5CTkwMzMzO58rCwMFSuXBmOjo749ttv8fLlyw9/qGLgcVMqkJ6eDuBdpl0gLy8PAwYMwP79+6Grq4sWLVqgSpUqePz4MY4fP47s7Gx4eHgU2W5WVhYGDhyIihUrwsnJCQ0bNsTLly9x6dIljBkzBleuXEFAQIDcPb6+vli6dCn09PTQunVrmJubIyEhATdu3MD9+/cxZswYWV0fHx8cOHAAhoaGaNWqFYyMjPDkyRNcuHABGRkZ6N+/v+q+SERERB/J398fc+fOlSubPXs25syZo1D3xYsXyMvLQ5UqVeTKq1Spgjt37hTr86ZNm4aqVavKJXxeXl7o1asX7Ozs8ODBA8yYMQOdOnVCeHg4tLS0Sv5QxcBk7SMJgiCbq+bs7Cwr9/f3x/79++Hk5IRjx47Bzs5Odi01NRUxMTHvbVtbWxuHDh1Cly5doKOjIytPSkpC586dsW3bNnz11Vdo3bo1ACAzMxOrVq2CoaEhrl+/LveZubm5cv+SePjwIQ4cOAAbGxtERUWhYsWKsmuZmZmIjo4u+ReDiIhIjaZPn45JkybJlf27o0SVfvrpJwQGBiIsLAz6+vqy8n93ZNSrVw/Ozs6oUaMGwsLC3tsJ86E4DPqB8vLyEBsbi6+++grh4eHQ09PD8OHDAbzrel22bBkAYMuWLXJJEwAYGxujTZs27/0MbW1t9OzZUy5RA4BKlSrB398fAPDbb7/Jygu6g2vUqKHwmdra2mjVqpXsfVJSEoB3Q7j/TtQAQF9fH25ubu+Nj4iIqDTp6enByMhI7lVYsmZubg4tLS0kJibKlScmJsLCwqLIz1m6dCl++uknnDp1Sq4jRhl7e3uYm5vj/v37JXuYEmDPWglJJBKFMkNDQ2zbtg01atQAAERGRiIlJQX169eHq6vrR39mTEwMTp06hUePHuHNmzcQBEE29BobGyurV7lyZVhZWSEmJgZ+fn74+uuvYW9vr7TN2rVro3z58jh+/DiWLFkCHx8fVK1a9aNjJSIiEgNdXV00atQIISEh6NmzJwDIFguMHTu20PsWL16MBQsW4OTJk2jcuPF7P+eff/7By5cvYWlpqarQFTBZK6GhQ4cCeDdJ0cjICPXq1UOvXr3kVoIULDQoSN4+VHZ2NoYNG1bkkuCCpK3Atm3b0L9/fyxatAiLFi2CjY0N2rRpg/79+6NTp06yekZGRti4cSO+/vpr+Pr6wtfXFw4ODmjXrh0GDx6MFi1aFPqZWVlZChM6s7Oz1dYVTURE9CEmTZqEoUOHonHjxmjatClWrlyJ169fy0bChgwZgmrVqslGqxYtWoRZs2Zh9+7dsLW1RUJCAgCgQoUKqFChAjIyMjB37lx4e3vDwsICDx48gK+vL2rWrAlPT0+1PQeHQUuoYJ+1LVu2YOXKlRgxYoTaluwuX74ce/bsQb169fDHH38gMTER2dnZEAQBd+/eBQCFkxPc3d1x//597Nq1C4MHD0Z+fj62b9+Ozp07o3fv3nJ1BwwYgL///hsbN25Enz59kJKSgvXr16Nly5aYPHlyoXH5+/vD2NhY7lUw7EtERCQW/fr1w9KlSzFr1iy4uLggJiYGJ06ckC06iI+Px7Nnz2T1165di+zsbPTu3RuWlpay19KlSwEAWlpauHHjBrp37w4HBweMGDECjRo1wvnz59XaYSERPvacpM9EwfBncb5cly5dQosWLVC/fv1iLSQoaN/GxgZxcXGysoKdlm/evIkvvvhCrv6JEyfQqVMntGnTBmFhYUW2ffnyZfTp0wf//PMPjh8/js6dOyutJwgCTp48iX79+iEtLU3p5wKfSc9aTo6mI1Cpbr/s1nQIKvfbiJ6aDkGlpCbGmg6BipAZck7TIahcpZ5d1Nb2f0d9VMXQ0FAt7Yode9bUoFGjRjAxMcH169eLPNbifV69egUAsLKyUri2b9++YrfTrFkz2ca9N2/eLLRewZEZXbq8+wb+66+/lNYryQRPIiIi+jhM1tRAT08PEydOBACMGDECjx49kruempqKs2fPvrcdBwcHAMC6devkyg8cOIDt27cr1I+Pj0dAQADevHkjV56ZmYnQ0FAAgLW1NQAgOjoaQUFByM7OlqubnJyMiIgIubpERESkOVxgoCYzZsxAdHQ0Dh8+DAcHB7Rq1QqVK1fG48ePce3aNXTo0OG923f4+vrixIkT8PPzw/79++Hg4IDY2FhERkZiypQpsjH0AsnJyRg+fDjGjBmDxo0bw8rKCq9fv8alS5eQlJSExo0bo1evXgCAR48ewdvbG8bGxmjcuDEsLCyQkpKCc+fOIT09Hd26deP2HURERCLAnjU10dbWxsGDBxEQEIBmzZohMjISQUFB+Oeff9C1a1dMmDDhvW20bt0aFy5cgLu7O/7++28cO3YMurq6OHjwoNxJBAVq1KiBZcuWoW3btoiPj0dQUBAuXLgAGxsbrFixAmfPnpUNVzZr1gw//vgjGjVqhLt372L//v2IjIyEs7MztmzZgoMHD6r6S0JEREQfgAsMSCXUNZlUY7jAQPS4wIBKExcYlAwXGKgWe9aIiIiIRIzJGhEREZGIMVkjIiIiEjEma0REREQixmSNiIiISMSYrBERERGJGJM1IiIiIhFjskZEREQkYkzWiIiIiESMyRoRERGRiDFZIyIiIhIxJmtEREREIsZkjYiIiEjEmKwRERERiRiTNSIiIiIRY7JGREREJGJM1oiIiIhEjMkaERERkYgxWSMiIiISMYkgCIKmg6CyLz09XdMhUBHyU1I1HYLK9dh8WNMhqNTRiYM1HYJqSdkXIHaGhoZqa1tdvxPUGbOY8buJiIiISMSYrBERERGJGJM1IiIiIhFjskZEREQkYkzWiIiIiESMyRoRERGRiDFZIyIiIhIxJmtEREREIsZkjYiIiEjEmKwRERERiRiTNSIiIiIRY7JGREREJGJM1oiIiIhEjMkaERERkYgxWSMiIiISMSZrRERERCLGZE2Erly5AolEAolEgnnz5mk6HCIiItIgJmsitGPHDtn/79q1S4OREBERkaYxWROZnJwcBAYGAgAsLCxw7949REREaDgqIiIi0hQmayJz4sQJvHjxAi1atMB3330HQL6njYiIiD4vTNZEZufOnQCAQYMGYdCgQQCAvXv3IicnR2n9GzduoFu3bjAxMYGhoSFat26N4OBghIWFQSKRYNiwYQr3CIKAPXv2wN3dHaamptDX10edOnUwZ84cvHnzRm3PRkRERCXHZE1EUlNTceTIEejq6qJv376ws7ND8+bN8eLFC5w4cUKhfnh4ONzc3HDs2DHY2Niga9euyMzMhJeXF4KCgpR+Rn5+Pnx8fDBw4EBcvXoVLi4u6Ny5M16/fo25c+eiXbt2ePv2rboflYiIqFSsWbMGtra20NfXh6urK65cuVJk/f3796N27drQ19dHvXr18Pvvv8tdFwQBs2bNgqWlJQwMDNC+fXvExsaq8xGYrInJgQMHkJmZiU6dOsHMzAwAZL1r/x0Kzc/Px7Bhw/DmzRssWLAA169fx549e3DlyhVs2LABq1atUvoZy5Ytw549e9C2bVvExsYiNDQUQUFBuH//PkaMGIErV65g7ty56n1QIiKiUrB3715MmjQJs2fPxrVr11C/fn14enri+fPnSutfunQJAwYMwIgRIxAdHY2ePXuiZ8+euHnzpqzO4sWL8csvv2DdunWIiIhA+fLl4enpiczMTLU9h0QQBEFtrVOJtG3bFmfPnsX+/fvRu3dvAMDLly9haWkJLS0tJCQkwNjYGABw+vRpdOjQAbVq1cKdO3cglcrn3S1btsTFixcxdOhQBAQEAAByc3NhaWmJt2/f4sGDB6hSpYrcPW/fvoW9vT2ysrLw4sULhTaLkp6e/hFPTuqWn5Kq6RBUrsfmw5oOQaWOThys6RBUqwQ/P0gzDA0N1da2un4nlDRmV1dXNGnSBKtXrwbwrqPD2toa48aNg5+fn0L9fv364fXr1zh27JisrFmzZnBxccG6desgCAKqVq2KyZMnY8qUKQDejYpVqVIFAQEB6N+//0c8XeH43SQS8fHxOHfuHExMTNCtWzdZecWKFdG5c2dkZmZi//79svKLFy8CALy9vZUmVf369VMou3btGl68eIHmzZsrJGoAYGBggEaNGuHVq1dFdulmZWUhLS1N7pWVlVWi5yUiIiqpkvz+yc7ORlRUFNq3by8rk0qlaN++PcLDw5XeEx4eLlcfADw9PWX1Hz58iISEBLk6xsbGcHV1LbRNVWCyJhK7du2CIAjo3bs39PT05K4VDIUWLD4AgGfPngEArK2tlbZXvXp1hbK4uDgAQHBwsGzT3f++jh8/DgB48eJFobH6+/vD2NhY7rVs2bLiPywREdEHUPb7x9/fX2ndFy9eIC8vT6FzokqVKkhISFB6T0JCQpH1C/5bkjZVQVttLVOJFMxJCwsLQ8uWLeWuZWdnAwDOnTuHR48ewcbG5oM+Iz8/HwBQs2ZNtGjRosi6FStWLPTa9OnTMWnSJKUxEhERqYuy3z//7eD4FDFZE4GoqCjcvn0bAHD//n3cv39faT1BELBr1y7MmDEDlpaWAIDHjx8rraus3MrKCgBQu3Zt2Ty2D6Gnp6fwzcE5a0REpG7Kfv8UxtzcHFpaWkhMTJQrT0xMhIWFhdJ7LCwsiqxf8N/ExETZ7+GC9y4uLsV9jBLjMKgIFAxvTpkyBYIgKH2FhYXJ1S3oGTt06BCUrRHZt2+fQlmTJk1gbGyMs2fPIjk5WU1PQ0REpHm6urpo1KgRQkJCZGX5+fkICQmBm5ub0nvc3Nzk6gPvpg4V1Lezs4OFhYVcnbS0NERERBTapiowWdOwvLw87NmzBwAwYMCAQuu1atUK1apVw+3btxEVFQV3d3fUqlULd+/exeLFi+XqBgQE4Pz58wpt6OnpwdfXF+np6ejVqxf+/vtvhTpPnjzhiQlERPRJmDRpEjZu3Iht27bh9u3b+Pbbb/H69WsMHz4cADBkyBBMnz5dVv/777/HiRMnsGzZMty5cwdz5sxBZGQkxo4dCwCQSCSYMGECfvzxRxw5cgR//vknhgwZgqpVq6Jnz55qew4Og2rYqVOnkJiYCAcHBzRs2LDQelKpFP369cPy5cuxY8cONGrUCNu2bUP79u3h5+eHPXv2wMnJCQ8ePMDVq1cxZswYrFmzBrq6unLt+Pn54c6dO9ixYwfq1KmDBg0awM7ODtnZ2bh79y5u3boFZ2dnDB78iW0jQEREn51+/fohKSkJs2bNQkJCAlxcXHDixAnZAoH4+Hi5HRWaN2+O3bt344cffsCMGTNQq1YtHD58GHXr1pXV8fX1xevXr/H1118jJSUFLVu2xIkTJ6Cvr6+25+A+axo2cOBA7NmzB7Nnz8acOXOKrBsZGYkmTZqgcuXKePLkCbS1tXH9+nX88MMPOHfuHPLy8uDi4oIffvgBL1++xKBBg+Dn56d0pcyRI0ewYcMGXL16Fa9evYKpqSmsra3h4eGBfv36FZk4KsM5a+LGfdbEj/usUWn7HPZZ+1QwWftEjR49GuvXr0dgYKDSPddUjcmauDFZEz8ma1TamKyVHfxuKsOSk5Nle6f92969e7Fp0yaYmJiga9eupR8YERERqQznrJVh9+7dg5ubG5ydnWFvbw8AuH37Nu7evQstLS2sX78e5cuX13CURERE9DHYs1aG2dvbY8yYMcjJyUFoaCiOHTuG1NRU9OrVC+fPn0ffvn01HSIRERF9JPaslWGVK1eWHU5LREREnyb2rBERERGJGJM1IiIiIhFjskZEREQkYkzWiIiIiESMyRoRERGRiDFZIyIiIhIxJmtEREREIsZkjYiIiEjEmKwRERERiRiTNSIiIiIRY7JGREREJGJM1oiIiIhEjMkaERERkYgxWSMiIiISMYkgCIKmg6CyLz09XdMh0OcmP1/TEahUtxU7NB2CSq0Z/qWmQ1Cp6mZGmg5B5QwNDdXWtrp+J6gzZjFjzxoRERGRiDFZIyIiIhIxJmtEREREIsZkjYiIiEjEmKwRERERiRiTNSIiIiIRY7JGREREJGJM1oiIiIhEjMkaERERkYgxWSMiIiISMSZrRERERCLGZI2IiIhIxJisEREREYkYkzUiIiIiEWOyRkRERCRiTNaIiIiIRIzJmgqEhobC29sb1apVg66uLkxNTeHo6Ig+ffpg9erVSE1NldVt27YtJBIJ4uLi5NqQSCSwtbUt8Wc/e/YMU6ZMwRdffIFy5crBwMAANjY2aNOmDX744QfExMR83MMRERGRRmlrOoCybt68eZg9ezYAoE6dOnB1dYWOjg7u3r2LoKAgHDhwAI0bN0azZs1U/tkxMTHw8PBAcnIyzMzM0KpVK1SsWBGJiYm4evUqzp07hxcvXmDdunUq/2wiIiIqHUzWPkJUVBTmzJkDHR0d7Nu3Dz179pS7npCQgJ07d8LExERWtn37drx58wbVqlX76M8fMmQIkpOTMXToUKxZswbly5eXXcvOzsaJEyfw8uXLj/4cIiIi0hwmax8hKCgIgiCgb9++CokaAFhYWGDKlClyZdWrV1fJZ8fGxuLPP/+EtrY21q5dCwMDA7nrurq66N69u0o+i4iIiDSHc9Y+QlJSEgCgUqVKxb6nsDlrBbKzszF79mzUqFED+vr6sLe3x6xZs5CZman0sw0NDRUStaLMmTMHEokEAQEBiIiIgKenJ0xMTGBkZIQOHTrg8uXLxW6LiIiI1I/J2kewtrYGABw8eBDPnz//6PYEQYC3tzeWLFkCJycndOnSBcnJyZg/fz66du2KvLw8WV0rKysAwKtXr7Bnz54Sf9alS5fQunVr/PPPP+jUqRMcHR1x+vRptGnTBqdOnfroZyEiIiLVYLL2EXx8fGBgYIDHjx+jZs2aGDZsGDZt2oTo6Gi5xKq44uPjERMTg5s3b+Lo0aM4ePAgYmNjUbduXYSEhGDVqlWyutWrV4enpycAYODAgWjXrh1++uknnD59Wm71aWE2btyIqVOn4ubNm9izZw+uXr2KX3/9FdnZ2Rg2bBjevn1b4viJiIhI9ZisfQR7e3scPXoU1tbWSE9Px7Zt2zBq1Cg0bNgQ5ubm+O677/Ds2bMStTlr1izY29vL3leqVAlLliwBAKxevVqu7q5du9C1a1cAQFhYGKZPn44OHTqgYsWKcHd3x+nTpwv9HBsbG9mQaIFvv/0Wrq6uePbsGQ4ePFiiuImIiEg9mKx9JA8PD9y/fx9BQUEYPXo0GjZsCG1tbaSkpGDt2rVwcXHB3bt3i91e//79Fcq8vLxgamqKBw8eyCV/FStWxNGjRxETE4M5c+agQ4cOMDU1RV5eHkJDQ9GhQwcsX75c6ed4e3tDW1txfcmAAQMAAOfPny92zERERKQ+TNZUQFdXF19++SXWrl2LqKgoJCUlYe3atTA1NcXz588xduzYYrVjamoKQ0NDpddsbGwAAE+fPlW4Vr9+fcyePRunTp1CUlISzp49i+bNmwMApk2bhkePHhXa3n8VbMyr7HMKZGVlIS0tTe6VlZVV5LMRERHRh2GypgYmJiYYPXo0AgICALw74eDNmzel8tlaWlpo3bo1goODYWVlhdzcXJw8eVKln+Hv7w9jY2O517Jly1T6GURERKUlOTkZPj4+MDIygomJCUaMGIGMjIwi648bNw6Ojo4wMDBA9erVMX78eIU54xKJROEVGBhY4vi4z5oaubu7AwDy8vKQkpKCcuXKFVn/1atXSE9PV9q7Fh8fDwCoWrVqsT67XLlycHV1xT///IMXL14oXFfW2/bv8qI+Z/r06Zg0aZJcWXZ2drHiIiIiEhsfHx88e/YMwcHByMnJwfDhw/H1119j9+7dSus/ffoUT58+xdKlS+Hk5IRHjx5h9OjRePr0KQ4cOCBXd+vWrfDy8pK9//dG+cXFZO0jCIIgN0H/v+7fvw/g3TCpubl5sdrct28fRowYIVd26tQpJCcnw97eHpaWlsX67H9/vrLTEoKCgrB48WJoaWnJlRdk/C1btiy0XT09Pejp6cmVpaenFxkLERGRGN2+fRsnTpzA1atX0bhxYwDAqlWr0LlzZyxdulRp50XdunXlFuLVqFEDCxYswKBBg5Cbmys3J9zExAQWFhYfFSOHQT/CzJkzMXXqVDx48EDh2pMnT/DNN98AALp37w5dXd1itTl37ly5DXNfvHiBqVOnAgDGjBkjK79x4wY6duyIkydPIj8/X66NnJwczJ07F9evX0e5cuXQqVMnhc+Ji4vD3Llz5co2bNiA8PBwVKlSBd7e3sWKl4iIqLSoY850eHg4TExMZIkaALRv3x5SqRQRERHFbic1NRVGRkYKi/fGjBkDc3NzNG3aFFu2bIEgCCWOkT1rHyEjIwM///wzli5dCgcHBzg5OUFfXx///PMPIiIikJOTg5o1a2LlypXFaq969epwdnbGF198AQ8PD+jo6ODMmTNISUlBu3btMH78eFldQRAQHByM4OBgmJmZoWHDhqhcuTKSk5MRExODhIQEaGtrY8OGDahcubLCZ40aNQo//fQTgoKC4OzsjPv37+Pq1avQ0dFBQEDAe4dsiYiISpu/v79CR8Ps2bMxZ86cD24zISFB4fektrY2zMzMkJCQUKw2Xrx4gfnz5+Prr7+WK583bx7c3d1Rrlw5nDp1Ct999x0yMjLkfp8XB5O1j/DDDz+gcePGOHnyJK5fv47z58/LMuumTZuiR48e+O677+QOWC+KRCLBgQMHMG/ePOzevRtPnz6FpaUlxowZg//9739y2XrdunVx5swZnDx5EufPn8fdu3dx7tw5aGtrw8bGBj169MC4cePwxRdfKP2s5s2bY/jw4Zg5cyaOHTsGQRDg4eGBefPmyVaSEhERiYmyOdP/nZZTwM/PD4sWLSqyvdu3b390TGlpaejSpQucnJwUksaZM2fK/r9BgwZ4/fo1lixZwmStNJmbm2PQoEEYNGhQse8JCwtTWv7vbtEFCxZgwYIFRbajra2Ndu3aoV27dsX+7P9yc3MrcuNcIiIiMVE2Z7owkydPxrBhw4qsY29vDwsLC4UjI3Nzc5GcnPzeuWbp6enw8vKCoaEhDh06BB0dnSLru7q6Yv78+cjKyir2cwBM1oiIiOgTVKlSJVSqVOm99dzc3JCSkoKoqCg0atQIAHDmzBnk5+fD1dW10PvS0tLg6ekJPT09HDlyBPr6+u/9rJiYGJiampYoUQOYrBEREdFnrE6dOvDy8sKoUaOwbt065OTkYOzYsejfv79sJeiTJ0/g4eGB7du3o2nTpkhLS0PHjh3x5s0b7Ny5U7bYAXiXJGppaeHo0aNITExEs2bNoK+vj+DgYCxcuBBTpkwpcYxM1oiIiOiztmvXLowdOxYeHh6QSqXw9vbGL7/8Iruek5ODu3fvyja4v3btmmylaM2aNeXaevjwIWxtbaGjo4M1a9Zg4sSJEAQBNWvWxPLlyzFq1KgSxycRPmQNKdF/cJ81KnX/2bKmrOu2YoemQ1CpNcO/1HQIKlXdzEjTIahcYccbqoK6fieoM2Yx4z5rRERERCLGZI2IiIhIxJisEREREYkYkzUiIiIiEeNqUCIiIlKtT2wBkKaxZ42IiIhIxJisEREREYkYkzUiIiIiEWOyRkRERCRiXGBAREREqpWXp+kIPinsWSMiIiISMSZrRERERCLGZI2IiIhIxDhnjYiIiFRKyMrWdAifFPasEREREYmYRBAEQdNBUNmXnp6u6RCIyrT45DRNh6BSY7Ye0nQIKnV08lBNh6ByhoaGams77VmCWto1srRQS7tix541IiIiIhFjskZEREQkYlxgQERERCol5OZqOoRPCnvWiIiIiESMyRoRERGRiDFZIyIiIhIxJmtEREREIsYFBkRERKRSPMFAtdizRkRERCRiTNaIiIiIRIzJGhEREZGIcc4aERERqVY256ypEnvWiIiIiESMyRoRERGRiDFZIyIiIhIxJmsqIJFI5F5SqRQmJiZo1aoVNm3aBEEQNB2iTFxcHCQSCdq2bavpUIiIiKgYuMBAhYYOHQoAyMvLw4MHD3Dx4kVcuHABISEh2LNnj4ajIyIiKh1Cbq6mQ/ikMFlToYCAALn3wcHB6Ny5MwIDA+Hj44OuXbtqJjAiIiIqszgMqkYdOnTA4MGDAQCHDx/WbDBERERUJjFZU7MGDRoAAB4/fgwASElJwapVq+Dp6QkbGxvo6emhYsWK8PLyQnBwsNI22rZtC4lEgri4OOzevRvNmjWDoaEhTExMZHUEQcCePXvQoUMHVKxYEfr6+rC1tUXfvn0REhKitN23b9/Cz89PFkfNmjWxaNEiUc2xIyIi+txxGFTN0tPTAQB6enoAgMuXL2P8+PGwtbWFo6Mj3NzcEB8fj1OnTuHUqVPYtGkTvvrqK6Vt+fv7Y9OmTWjRogW6du0qSwDz8vIwYMAA7N+/H7q6umjRogWqVKmCx48f4/jx48jOzoaHh4dcW9nZ2ejYsSNu3bqFtm3b4vXr1zh79iz8/PyQnp6OH3/8UY1fFSIi+pQJ2TmaDuGTwmRNjQRBwLFjxwAAzs7OAABHR0eEh4ejWbNmcnWjo6Ph7u6OiRMnom/fvqhQoYJCe9u3b8eZM2fQpk0buXJ/f3/s378fTk5OOHbsGOzs7GTXUlNTERMTo9BWeHg42rRpg4cPH8LIyAgAEBkZiWbNmmHFihXw8/NTGgMRERGVLg6DqkFeXh5iY2Px1VdfITw8HHp6ehg+fDgAwM7OTiFRA94Nl44ZMwZpaWkIDQ1V2u6IESMUErXs7GwsW7YMALBlyxa5RA0AjI2NFe4BAKlUivXr18sSNQBo3LgxOnXqhDdv3iAyMrJkD01ERERqwZ41FZJIJAplhoaG2LZtG2rUqCEry8vLQ0hICC5duoRnz54hKysLABAbGyv33//q3r27QllkZCRSUlJQv359uLq6FjtWGxsbODo6KpQ7ODgAAJ49e1bstoiIiEh9mKypUME+a1KpFEZGRqhXrx569eoFU1NTWZ1//vkHXbt2xfXr1wttp2Ce239Vr15doaxg3tq/k8HisLKyUlpuaGgIALIEUpmsrCyF69nZ2bJ5eURERKQ6TNZU6L/7rCkzcuRIXL9+Hd7e3vD19YWjoyMMDQ0hlUqxYcMGfPPNN4WuxtTX11dZrFLph4+A+/v7Y+7cuXJlfn5+mDFjxseGRUREnwJuiqtSTNZK0evXrxEcHIwqVapg79690NLSkrv+999/l7hNa2trAMCDBw9UEmNxTJ8+HZMmTZIry87OLrXPJyIi+pxwgUEpSk1NRX5+PiwtLRUStZycHBw6dKjEbTZq1AgmJia4fv06rly5oqpQi6SnpwcjIyO5F4dAiYiI1IPJWimqXLkyjI2NcfPmTVy8eFFWnpeXh2nTpuHevXslblNPTw8TJ04E8G616KNHj+Sup6am4uzZsx8XOBEREWkMh0FLkba2Nnx9ffG///0Pbdq0gbu7O8zMzBAREYHExESMGTMGa9asKXG7M2bMQHR0NA4fPgwHBwe0atUKlStXxuPHj3Ht2jV06NBB6fYdRERE6iBkcWqMKrFnrZTNmDED27Ztg7OzMy5evIjTp0+jfv36uHz5Mho3bvxBbWpra+PgwYMICAhAs2bNEBkZiaCgINnK0wkTJqj2IYiIiD4hycnJ8PHxgZGREUxMTDBixAhkZGQUeU/BUZD/fo0ePVquTnx8PLp06YJy5cqhcuXKmDp1KnI/YPGFROBBkKQChW03QkTFE5+cpukQVGrM1pLPwRWzo5OHajoElSvYqkkdXp69+P5KH6BimxZqabdTp0549uwZ1q9fj5ycHAwfPhxNmjTB7t27C72nbdu2cHBwwLx582Rl5cqVk202n5eXBxcXF1hYWGDJkiV49uwZhgwZglGjRmHhwoUlio/DoERERPTZun37Nk6cOIGrV6/KRrhWrVqFzp07Y+nSpahatWqh95YrVw4WFhZKr506dQq3bt3C6dOnUaVKFbi4uGD+/PmYNm0a5syZA11d3WLHyGFQIiIiKhOysrKQlpYm9ypqE/fiCA8Ph4mJidxUpPbt20MqlSIiIqLIe3ft2gVzc3PUrVsX06dPx5s3b+TarVevHqpUqSIr8/T0RFpaGv76668SxchkjYiIiFRKyM1Vy8vf3x/GxsZyL39//4+KNSEhAZUrV5Yr09bWhpmZGRISEgq9b+DAgdi5cydCQ0Mxffp07NixA4MGDZJr99+JGgDZ+6LaVYbDoERERFQmKNuUvbB9Pv38/LBo0aIi27t9+/YHx/L111/L/r9evXqwtLSEh4cHHjx4UOIjIN+HyRoRERGVCXp6esXehH3y5MkYNmxYkXXs7e1hYWGB58+fy5Xn5uYiOTm50Ployri6ugIA7t+/jxo1asDCwkJhs/rExEQAKFG7AJM1IiIi+gRVqlQJlSpVem89Nzc3pKSkICoqCo0aNQIAnDlzBvn5+bIErDhiYmIAAJaWlrJ2FyxYgOfPn8uGWYODg2FkZAQnJ6cSPQvnrBEREZFKCdnZanmpQ506deDl5YVRo0bhypUruHjxIsaOHYv+/fvLVoI+efIEtWvXlvWUPXjwAPPnz0dUVBTi4uJw5MgRDBkyBK1bt4azszMAoGPHjnBycsLgwYNx/fp1nDx5Ej/88APGjBlT4iMamawRERHRZ23Xrl2oXbs2PDw80LlzZ7Rs2RIbNmyQXc/JycHdu3dlqz11dXVx+vRpdOzYEbVr18bkyZPh7e2No0ePyu7R0tLCsWPHoKWlBTc3NwwaNAhDhgyR25etuDgMSkRERJ81MzOzIjfAtbW1xb/PELC2ti7Wuds2Njb4/fffPzo+9qwRERERiRiTNSIiIiIR4zAoERERqVaWehYDfK7Ys0ZEREQkYkzWiIiIiESMyRoRERGRiHHOGhEREamUkJur6RA+KexZIyIiIhIxJmtEREREIsZkjYiIiEjEOGeN6DOQGXJO0yGonL5Ha02HoFLVzYw0HYJKHZ08VNMhqFS3Zds0HYLKhc0Zq+kQqJiYrBEREZFKCdncFFeVOAxKREREJGJM1oiIiIhEjMkaERERkYgxWSMiIiISMS4wICIiItXiCQYqxZ41IiIiIhFjskZEREQkYkzWiIiIiESMc9aIiIhIpbgprmqxZ42IiIhIxJisEREREYkYkzUiIiIiEWOyRkRERCRiXGBAREREKiVkcYGBKrFnTUMkEkmRr7Zt22o6RCIiIhIB9qxp2NChQ5WW165du5QjISIiIjFisqZhAQEBmg6BiIiIRIzJGhEREamUwIPcVYpz1kTu/PnzGDt2LJydnWFqagoDAwPUrl0bfn5+SElJUagfFhYGiUSCYcOGISEhASNHjoSVlRW0tbWxcuVKWb3Hjx9j7NixqFGjBvT19WFmZoauXbvi0qVLpfdwRERE9F7sWRO5qVOn4vr163B2doaHhwcyMzNx7do1LFq0CMeOHcPly5dRoUIFhfuSkpLQpEkT5ObmomXLlsjMzES5cuUAAOHh4ejSpQtevXoFR0dHdOnSBUlJSTh58iROnDiBXbt2oV+/fqX9qERERKQEkzWRmz17Npo3bw5jY2NZWVZWFsaPH48NGzZg+fLlmDVrlsJ9v//+O7788kvs3r0b+vr6svK0tDR4e3sjLS0NO3fuhI+Pj+xaZGQkOnbsiJEjR8Ld3R2VKlVS78MRERHRe3EYVMMK27ojLi4OANCpUye5RA0A9PT0sHLlSmhra+O3335T2q6enh5WrVoll6gBwJYtW/Ds2TNMmDBBLlEDgMaNG2PmzJnIyMjAzp07VfeQRERE9MHYs6ZhhW3d8e+hzSdPnuDo0aO4c+cO0tLSkJ+fDwDQ1dVFbGys0vsbNmyIatWqKZSfOnUKANCrVy+l97Vq1QoAcOXKleI/BBER0b9lc1NcVWKypmHv27pj+fLl8PPzQ05OTonarV69utLygh67Fi1aFHn/ixcvCr2WlZWFrKwsubLs7Gzo6emVKEYiIiJ6PyZrInb58mVMnjwZxsbG+Pnnn9G2bVtYWFjIkqKqVavi2bNnSu/97/BngYJeud69e6N8+fKFfnZRm/L6+/tj7ty5cmV+fn6YMWNGkc9DREREJcdkTcQOHToEAFiwYIHCcOnbt2+RkJBQ4jatrKxw9+5d+Pn5oVGjRh8U1/Tp0zFp0iS5smx2eRMREakFFxiI2KtXrwC8S7D+a//+/RAEocRtdujQAcD/JYIfQk9PD0ZGRnIvDoESEVEBISdXLa/PFZM1EXNwcAAAbN68WW7O2q1btzBt2rQPavObb75B5cqVsXjxYmzYsEE2LFogNzcXJ0+exM2bNz88cCIiIlIZJmsiNnz4cFhYWODo0aNwdHREv3790KFDB7i4uKBVq1awsbEpcZsmJib47bffYGxsjG+++Qa2trbo3LkzfHx84OHhgUqVKsHLywv3799XwxMRERFRSTFZE7GKFSvi6tWrGDhwILKzs3HkyBE8efIE8+fPx549ez643WbNmuHPP/+Er68vjIyMcPbsWRw+fBiPHj1CmzZtEBAQgPbt26vwSYiIiOhDSYQPmfhE9B/p6emaDoGKkBlyTtMhqJy+R2tNh0CfkW7Ltmk6BJULmzNWbW0/WbhMLe1WmzFZLe2KHVeDEhERkUoJJdwblIrGYVAiIiIiEWOyRkRERCRiTNaIiIjos5acnAwfHx8YGRnBxMQEI0aMQEZGRqH14+LiIJFIlL72798vq6fsemBgYInj45w1IiIiUq0ytoGtj48Pnj17huDgYOTk5GD48OH4+uuvsXv3bqX1ra2tFY573LBhA5YsWYJOnTrJlW/duhVeXl6y9yYmJiWOj8kaERERfbZu376NEydO4OrVq2jcuDEAYNWqVejcuTOWLl2KqlWrKtyjpaUFCwsLubJDhw6hb9++qFChgly5iYmJQt2S4jAoERERlQlZWVlIS0uTe2VlZX1Um+Hh4TAxMZElagDQvn17SKVSREREFKuNqKgoxMTEYMSIEQrXxowZA3NzczRt2hRbtmz5oKMimawRERFRmeDv7w9jY2O5l7+//0e1mZCQgMqVK8uVaWtrw8zMDAkJCcVqY/PmzahTpw6aN28uVz5v3jzs27cPwcHB8Pb2xnfffYdVq1aVOEYOgxIREVGZMH36dEyaNEmuTE9PT2ldPz8/LFq0qMj2bt++/dExvX37Frt378bMmTMVrv27rEGDBnj9+jWWLFmC8ePHl+gzmKwRERGRSgnZ2WppV09Pr9Dk7L8mT56MYcOGFVnH3t4eFhYWeP78uVx5bm4ukpOTizXX7MCBA3jz5g2GDBny3rqurq6YP38+srKyiv0cAJM1IiIi+gRVqlQJlSpVem89Nzc3pKSkICoqCo0aNQIAnDlzBvn5+XB1dX3v/Zs3b0b37t2L9VkxMTEwNTUtUaIGMFkjIiKiz1idOnXg5eWFUaNGYd26dcjJycHYsWPRv39/2UrQJ0+ewMPDA9u3b0fTpk1l996/fx/nzp3D77//rtDu0aNHkZiYiGbNmkFfXx/BwcFYuHAhpkyZUuIYmawRERHRZ23Xrl0YO3YsPDw8IJVK4e3tjV9++UV2PScnB3fv3sWbN2/k7tuyZQusrKzQsWNHhTZ1dHSwZs0aTJw4EYIgoGbNmli+fDlGjRpV4vgkwoesISX6j/T0dE2HQEXIDDmn6RBUTt+jtaZDoM9It2XbNB2CyoXNGau2tuMn+Kml3eorf1JLu2LHrTuIiIiIRIzJGhEREZGIMVkjIiIiEjEma0REREQixtWgREREpFJCTq6mQ/ikMFkjlTA0NFT7Z2RlZcHf3x/Tp08v8YaCYlSaz2PYs4ta2wc+vT8f4NN7Jj7Ph1Pnysl/+9T+jEg1uHUHlRlpaWkwNjZGamoqjIyMNB3OR+PziN+n9kx8HvH7VJ7p0ZiSb/xaHDZrlqqlXbHjnDUiIiIiEWOyRkRERCRinLNGREREKiVkZ2s6hE8Ke9aozNDT08Ps2bM/mUm3fB7x+9Seic8jfp/iM9HH4wIDIiIiUqm4UePV0q7txl/eX+kTxJ41IiIiIhHjnDUiIiJSrVxuiqtK7FkjIiIiEjEma0REREQixmSNiIiISMSYrBERERGJGBcYEBH9R2xsLF68eIGKFSvCwcFB0+EQlTlCdo6mQ/ikMFkj0Th37txH3d+6dWsVRUIf6/bt2/jrr79gbW0NV1dXTYdTLFlZWZg7dy42bNiAV69eAQCGDh2KLVu2AAB27tyJ5cuXY8uWLXBxcdFgpCWTlZWFgwcP4vz583j69CkAoGrVqmjZsiW8vb2hr6+v4QhL7s2bN4iMjMSzZ8+QlZVVaL0hQ4aUYlQf5+XLl9i5cyeuXLmCFy9ewMPDA76+vgCAv/76Cw8ePED79u1Rrlw5DUdKmsBkjUSjbdu2kEgkH3x/Xl6eCqP5ePb29h98r0QiwYMHD1QYjert3bsX69evh7+/v1xCNnXqVCxfvlz2vnv37jhw4AC0tLQ0EWaxvH37Fu7u7rhy5QqqVKmCzp074/jx43J13N3dMXToUOzbt6/MJGunT5/GsGHD8OzZM/x3//MNGzbA19cXAQEB6NChg4YiLLlZs2ZhxYoVePPmTaF1BEGARCIpM8na/v37MXLkSGRkZMhir1atmuz6kydP8OWXX2Lbtm0YNGiQBiMlTWGyRqIxZMgQhWQtOTkZR48ehUQiQf369WFrawsAePToEWJiYgAAXbt2hZmZWSlH+35xcXElvkcikSj8UhWrnTt3IiYmBg0aNJCVXbp0CcuWLYORkRG6dOmCy5cv48iRI9i1a5eof3EuXrwYERERGDFiBFatWgV9fX1IpfJTeqtWrQonJyecPn0aCxcu1FCkxRcREYGuXbsiOzsbrq6uGDBggNz3z549e3D58mV069YNZ8+eLRM9oIsXL8aPP/4ILS0tdOnSBQ4ODjA0NNR0WB8lPDwcAwcOhJGREZYtW4aWLVuiadOmcnU8PDxgbGyMoKAgJmufKSZrJBoBAQFy7xMTE+Hq6gp3d3esWrUKderUkbt+584djBs3Djdu3EB4eHgpRlo8+fn5CmXjx49HQEAAxowZo/SX55o1azB06FD88ov4j1S5efMmnJ2doaurKyvbsWMHJBIJ9u3bh44dOyI5ORl2dnbYtGmTqJO1vXv3onr16li7di20tQv/sejo6IiLFy+WYmQfbubMmcjJycHatWvxzTffKFwfN24cNmzYgNGjR2PWrFk4efKkBqIsmY0bN8LAwADnz59Hw4YNNR2OSixcuBBSqRTBwcGFPpOWlhYaNmyImzdvlnJ0H07I4kHuqsTVoCRafn5+yMrKwpEjRxQSNQCoXbs2Dh8+jMzMTPj5+WkgwpL55ZdfsH79epw5cwb+/v5wdnaGkZERjIyMUK9ePSxcuBAhISFYt24dVq5cqelw3+v58+dyQzUAEBoaisqVK6Njx44AADMzM7Ru3Rr379/XRIjF9vDhQzRu3LjIRA0AdHV1ZfPZxC4iIgKNGzdWmqgV+Prrr9GkSRNcvny5FCP7cI8fP0abNm0+mUQNeNcb7ebm9t5nsrCwwLNnz0opKhIbJmskWidOnECbNm2KnFBbvnx5tGnTpkz0Cqxfvx5t27ZF48aNC63TuHFjuLu7Y+PGjaUY2YcxMDBAWlqa7P2zZ89w7949tGnTRq6eiYmJ6BMcAwODYsX48OFDmJqalkJEH08qlaJmzZrvrVezZs2PmitamiwsLFC+fHlNh6FSb968QaVKld5bT+zfQ6ReTNZItFJTU5Gamqqyepr2999/F2tunampKR4+fFgKEX0ce3t7nD9/HikpKQCAXbt2QSKRyHrVCiQkJKBy5coaiLD4XFxcEBkZiaSkpELrPHz4ENHR0WjSpEkpRvbhmjZtihs3bry33o0bNxTmSIlV//79ERYWhtevX2s6FJWpVq0a/vrrryLrCIKAmzdvws7OrpSiIrFhskai5eDggNDQ0CJ/4dy4cQNnzpyBo6NjKUb2YczMzHDu3DlkZmYWWiczMxPnzp0rE703w4YNQ1paGho1agRvb2/88MMPqFChAnr06CGrk5OTg8jISNHvVTZq1Cikp6djwIABePHihcL1lJQUfPXVV8jJycHXX3+tgQhLbv78+YiNjcXs2bOVzp8UBAGzZ89GbGws5s+fr4EIS27OnDmoU6cOunfvLvqh9eLy8vLC3bt3ERgYWGidTZs24fHjx+jSpUspRkZiwgUGJFrjx4/HyJEj0bZtW0yYMAH9+vWDjY0NgHcT8vft24eVK1ciNzcX48aN03C07/fll1/i119/Re/evbF69WrZ4oICcXFxGDduHBISEvDtt99qJsgSGDVqFEJDQ3Hw4EE8fPgQ5cuXx/r161GxYkVZnWPHjiE1NRXu7u4ajPT9BgwYgKNHjyIwMBD29vZo3rw5AODixYvo0aMHzp49i7S0NAwZMgRdu3bVcLTFc+fOHQwdOhQ//vgjduzYAW9vb7nvn6CgIMTFxWHUqFG4e/cu7t69K3e/GBaEKPt7k5+fj7CwMNSpUwc2NjawsrJSWLkLvFtZHRISUhphfhQ/Pz/s3r0bQ4YMQXR0NL788ksAwOvXrxEdHY1Dhw5h8eLFqFSpEiZOnKjhaEsgN1fTEXxSJEJZ2SeAPkt+fn5YsmRJodcFQcDUqVOxaNGiUozqw7x69QotWrTAnTt3oKWlhcaNG8v98oyKikJubi5q166NixcvloneNeBdkpmUlITatWsrbKMQExODR48eoVmzZqhSpYqGIiweQRCwdOlSLFmyRKF3zdjYGL6+vvDz8ysz87ukUqnCVjAFsSsrK1Cwz5cY9i1UloQVl1ieoTjCw8Ph7e2NhIQEpX8elStXxm+//VYmtlcp8HdPH7W0a394l1raFTsmayR6ERER+PXXX3HhwgXZDuyWlpZo1aoVRo8eDTc3Nw1HWHwpKSmYPn06tm/fjrdv38pdMzAwwODBg+Hv719mErVPUV5eHq5du4a4uDjk5+fDysoKTZo0kduipCyYM2fORyWWs2fPVmE0H+bRo0cfdX/BP4bKgvT0dGzevBnBwcFyf/c6dOiAb775BsbGxpoOsUSYrKkWkzUiDXjz5g2ioqLkks9GjRp9MivdTpw4gZs3b8La2hq9evWCjo6OpkMiEqVffvkF5cqVw8iRIzUdikoxWVMtJmtE9EF+/fVXLF26FDt27ECLFi1k5X379sXBgwdl75s0aYKwsLAyeQYlkbrp6Oigc+fO+O233zQdiko96NxHLe3W+H2/WtoVOy4wINKA5ORkREVF4cWLF7CxsZFNaC9LDh06hDdv3sgNQ584cQIHDhyAlZUVBg8ejDNnzuDKlSvYuHGjqBeBfPXVV8Wqp6uri4oVK8LFxQVdu3aFgYGBmiNTrcePH+PkyZN48eIFqlWrhk6dOsHc3FzTYRXbmTNnsHr1akycOBGtWrVSWufcuXNYuXIlJkyYgNatW5dyhCVnYWHBf8jQezFZI9H41A8+B4CkpCR8//33OHDggGzy89ChQ2XJ2qZNm+Dr64sjR46gZcuWmgz1ve7evYu6devKTQIPDAyERCLBgQMH0LRpU2RmZsLGxgY7d+4UdbJWcNSZsgn4ysolEglMTU2xfv16eHt7l16gRbh+/TrWr18PV1dXDB06VOH6ypUrMW3aNOT+a5VeuXLlsHHjRvTv3780Q/1g69evR3BwMLZt21ZoHRcXF5w6dQr6+vplIlnz9PTEH3/8gezs7DI3L5JKD/dZI9GIi4v7qJfYJScno3nz5ggMDETdunXx3XffKSQFvXr1Qnp6Og4cOKChKIsvKSkJFhYWcmVnz56FtbW1bJNVfX19NG/eXPSb/IaGhmLcuHEQBAHNmzfHL7/8gsOHD+Pw4cNYtWoVWrRoAUEQMHbsWOzcuROjRo1CamoqBgwYgIiICE2HDwA4cOCAwtYpBUJCQjBp0iTk5OSgWrVq6NWrF5ydnfH69WsMHToUt2/f1kDEJXflyhU0aNCgyMPbjYyM0LBhQ9H8ubzPggULoKWlBR8fHx4nRYVizxqJhth/oX+sBQsW4MGDB5g1axbmzJkDAFizZo1cHTMzMzg7O+Ps2bMaiLBkjI2N5ba4ePjwIR49eqSwP1f58uVFv+N8Tk4Ofv31V2zevBnDhw9XuD5mzBgEBARg5MiR6NatG9atW4d27dphwIABWLZsGfbt26eBqOWdP38ehoaG8PLyUri2cOFCAECLFi1w6tQp2fDt3LlzMXfuXKxevVrh76IYJSQkFGvKgLW1NSIjI0shoo83ffp01K9fH0FBQTh+/DgaNmyI6tWrKx0alUgk2Lx5swaiJE3jAgOiUlKjRg3o6Ojgzp07sjKpVIphw4Zhy5YtsrK+ffsiLCwMz58/10SYxdayZUtcu3YNd+7cQfXq1TF9+nQsXrwYu3btkhtWa9u2LR4/fizqYeo2bdogKyvrvQeaN2vWDLq6ujh37hwAoE6dOkhLS8OTJ09KI8wi2draolatWggODpYrT0tLQ8WKFZGfn4+zZ8/KDa/n5uaievXqMDMzw82bN0s75BIzNzeHi4sLTp8+XWS9Dh06ICoqCsnJyaUU2YcryV5yZWnvuPsdv1RLuzVPHVJLu2LHnjUSrYYNG6JGjRrYv//TWP3z5MkTuaOYCiORSOQOSBerb7/9FoMHD4azszNq1KiBmJgYVKpUSW6H/7dv3yIyMhLt2rXTYKTvFx0djW7dur23Xo0aNXD06FHZ+zp16uD48ePqDK3Ynj9/rnSe49WrV5GXlwczMzO5VbsAoK2tDRcXF5w/f760wvwoDRo0wIULFxAfH4/q1asrrRMfH4/z58+Xmf0XQ0NDNR0ClQFM1ki07t69i9q1a2s6DJUxMjIq1pyUBw8eoFKlSqUQ0cfx8fFBTEwMVq9ejejoaFhZWWHbtm2oUKGCrM6+ffvw5s0beHh4aDDS99PS0sKtW7feW+/WrVvQ0tKSKxPL3ngSiQQvX75UKC8YDmzcuLHSTXLNzMzkFh2I2VdffYWQkBB07doVW7ZsQePGjeWuR0ZGYsSIEcjJySn2Cl9Na9OmjaZDoDKACwxItGrVqqX0l09Z1aRJE1y9erXIuXnXr19HTEyMQg+IWC1ZsgQpKSlITExEfHy8Qg+au7s7oqOjRb/hZ8uWLXHjxo0ijy1bvHgxrl+/LrfC8O+//0bVqlVLI8T3srOzQ2RkpMLJGCdPnoREIin079Tz589FfxRYgQEDBqB37964efMmXF1d0bBhQ/Tp0wd9+vRBw4YN4erqij///BM9e/bE4MGDNR0ukcowWSPRGjFiBM6ePSs3x6ssGzduHLKysvDll18qXX13//59DB48WLbqsKzQ09MrtCfQ2toa9evXl+ttE6OFCxfCwMAAM2bMQO3atfG///0P69atw7p16/C///0PTk5OmD59OsqXL48ff/wRwLujkG7cuCGaQ+q9vLzw8uVLjB07FllZWQCAvXv3IiwsDADQs2dPhXsEQcC1a9dgbW1dipF+nMDAQMybNw/GxsaIiYnBwYMHcfDgQcTExMDY2Bhz584VxYKPz52Qla2W1+eKCwxI1EaPHo1Dhw7Bz88P3bp1Q/Xq1cv0XkR+fn5YvHgxJBIJatWqhdjYWFhYWMDc3By3bt1CXl4e/ve//2H+/PmaDvWzEx4ejmHDhiE2NhaA4t5qtWrVwrZt29CsWTMAwKtXr3Dv3j3Y29uLYtg6ISEBX3zxBVJSUqCtrQ1DQ0O8evUKgiCgW7duSnfIP3XqFLy8vODn5ydbMVpW5OTkIDIyEo8fPwbw7h8GjRo1KpM/H968eYPly5fjt99+Q2xsLNLT05XWk0gkZWbIOrZNF7W0W+usOOaIljYmayRaBXODBEF474HUZemH2P79+7FgwQLcuHFDrrx27dqYOXMmBgwYoKHIPsyFCxfkfsko+5EikUgQEhKigehKRhAEnDlzBhcvXpTNL7S0tESLFi3g7u4OiUSC/Pz8Eq3gK00xMTEYMmSI3MpOT09P7N69G6ampgr1PT09ERwcjNDQ0DIxd8rMzAz16tUrE1vbFFdqaipatWqFv/76C1paWtDV1cWbN29gaWmJhIQE2fdTwaH0ZWWLIyZrqsVkjUTL1tb2vUnav5WVH2IFkpKSEBcXh/z8fFhZWaFatWqaDqlEBEHAiBEjsG3bNrmd/f/9I6XgfVnacqAw0dHR2LFjBwIDA/H06VNNh1Ok+/fvIykpCVZWVkUOcd64cQOCIKBu3boKCyfEyMjICN26dcOuXZ/OYd7Tp0/HokWL8M0332DFihUYPXo0duzYgby8PGRmZmLfvn3w8/ND69atsWfPnhL9TNQkJmuqxWSNiD7I2rVrMWbMGDRu3Bj+/v5Yu3YtDh06hDt37uDvv//G3r17sWPHDkyaNAnfffedrGegLHn8+DF27dqFnTt34vbt259M4llWubm5QU9PTzYP71NQp04dpKen4+HDh9DR0cHw4cOxfft2ub9jt27dQoMGDbBgwQJMmTJFg9EWH5M11RJnXz7RJ6hx48b4+eefkZCQoOlQVCIgIADly5fHH3/8AQ8PD9kRQLVq1YKnpye2bNmCPXv2YOnSpYiJidFssCWQnp6OLVu2wN3dHXZ2dvjf//6HW7duoWrVqpg0aRKuXLmi6RA/SGJiIqKjoxEdHY3ExERNh/NBxo0bhwsXLuDChQuaDkVlHj16hIYNG0JHRwfA/22Sm5OTI6vj5OSENm3ayM6wLRPyctXzUpMFCxagefPmKFeuHExMTIp1jyAImDVrFiwtLWFgYID27dvL5rwWSE5Oho+PD4yMjGBiYoIRI0YgIyOjxPExWaMyIysrC8+ePSsTu5Irc+3aNUyaNAnW1tbw9PTEjh07PuibVixu376N5s2by86iLBie+XePQO/evdGoUSMsXbpUIzEWV15eHo4fP47+/fvDwsICo0aNQlhYGPLz8wEAYWFhiI+Px9KlS9GoUSMNR1t8giDgl19+gYODA6pWrYrGjRujcePGqFq1KmrVqoWff/5Z9oxlQcuWLTFy5Eh4enri+++/x+nTp3Hv3j3Ex8crfZUF+vr6ckdLGRkZAYDCP+rMzMzK3FSPsiQ7Oxt9+vTBt99+W+x7Fi9ejF9++QXr1q1DREQEypcvD09PT2RmZsrq+Pj44K+//kJwcDCOHTuGc+fO4euvvy5xfEzWSPQ2bNiABg0aoHz58rCyspIbBggKCkKvXr1w//59DUZYPDdu3MDUqVNRrVo1BAcHY9iwYahSpQoGDBiA48ePl7mhtfz8fLlDw8uVKwfg3SrJf6tVqxb+/PPPUo2tuK5evYrx48ejatWq6N69O/bt24fc3Fx0794d+/fvR5MmTQAArVu3LjNzhQpkZWXB09MTEydOxP3792FiYoL69eujfv36MDU1xYMHDzBp0iR4enrKtvoQO1tbW2zcuBFv377F6tWr4enpiTp16sDOzk7hZW9vr+lwi8Xa2lq2ohWAbCPwfy+iyM3NxdWrV+W+30i15s6di4kTJ6JevXrFqi8IAlauXIkffvgBPXr0gLOzM7Zv346nT5/i8OHDAN79g/bEiRPYtGkTXF1d0bJlS6xateqD5r3yBAMSrby8PPTu3RtHjhyBjo4O6tSpg7/++kuuTv369WW9N//73/80FGnx1K1bFz/99BN++uknnD9/Hjt37sSBAwewd+9e7Nu3D2ZmZujbty98fHyKdVi1plWrVk3uB07BnLTo6Gh06NBBVn7v3j1oa4vrR82PP/6IXbt24d69e7IFEc2bN8egQYPQt29fmJmZAQBWrlypwSg/zsKFC3H69GnUrVsXS5Ysgaenp9z1U6dOYerUqThz5gwWLlyIuXPnaijS4iuLSfP7tGrVClu3bkV6ejoMDQ3RrVs3jB8/HuPHj0dGRgaqVauGzZs3Iy4uDgMHDtR0uBqXlZWl8I8LPT096OnplWocDx8+REJCAtq3by8rMzY2hqurK8LDw9G/f3+Eh4fDxMRE7qSN9u3bQyqVIiIiAl9+WYLzUwUikVq5cqUgkUiELl26CAkJCYIgCIJEIhGGDx8uV69WrVpCixYtNBHiR8vOzhYOHz4s9OnTRzAwMBAkEokglUoFe3t7TYf2Xv379xcqVaok5ObmCoIgCDExMYJEIhFcXFyE27dvC2lpacLixYsFiUQitG/fXsPRyiv4OletWlX48ccfhYcPHyqt17JlS0EqlZZucCpib28vmJqaCi9evCi0TlJSkmBqairY2dmVYmT0b+fPnxeaNWsmnDhxQla2bNky2d9RqVQqSCQSwdLSUnjy5IkGIxWH2bNnCwDkXrNnz1ZZ+1u3bhWMjY3fW+/ixYsCAOHp06dy5X369BH69u0rCIIgLFiwQHBwcFC4t1KlSsKvv/5aorg4DEqiFRAQgCpVqmDv3r1FHofj5OSER48elWJkqqOjo4MePXpg3759SExMxOjRoyEIAuLi4jQd2nt1794dL168kB1kXr9+ffTv3x/Xr1/HF198ARMTE/j5+UFbWxsLFizQcLSKBEFAQkICTp48ieDgYKSkpGg6JJV6+vQpPDw8ihw6Mzc3h7u7e7HOrCX1aNmyJcLDw+V6PidNmoTw8HBMnToVI0eOxJIlS3Dz5k3RHG2mSdOnT0dqaqrca/r06Urr+vn5QSKRFPkqKyfkiGtsguhf7t69i44dO773oOzy5csjKSmplKJSvdjYWOzatQt79uyRzb3794RjsRowYAB69eolN8S5bds2ODs74/Dhw3j16hUcHBzg6+uLpk2bajBSRREREdi+fTv27t2LCxcu4OLFixg/fjw6d+4MHx8fdOvWTbY6r6yqVq0asrPffzxPTk4Ok4BS5O7uDi8vL/j6+ipci4+PR4UKFWBmZgZXV1e4urpqIEJxK8mQ5+TJkzFs2LAi63zo3EYLCwsA71ZZW1paysoTExPh4uIiq/P8+XO5+3Jzc5GcnCy7v7iYrJFo6ejoyK2qKUx8fLxs24iyIiEhAYGBgdi1axeuXbsGQRAglUrh7u4OHx8feHt7azrEYvnvD00dHR34+fnBz89PQxEVT5MmTdCkSROsWLECf/zxB3bu3ImjR4/i0KFDOHz4MExNTeHt7V1mt7gA3q1CW7ZsGR49elToHnePHj1CSEgIJk6cWMrRfZw3b94gNDT0vadmzJw5UwPRFS0sLAy2trZKr9nZ2WHYsGHYvHlz6Qb1iapUqZLajoKzs7ODhYUFQkJCZMlZWloaIiIiZCtK3dzckJKSgqioKNkq8jNnziA/P7/kiXiJBk2JSpGbm5tgbm4upKWlycr+O2ctMTFRqFChgujmRCmTmpoqbNmyRWjfvr2gra0tm4vSsGFDYdmyZQpzH6h0paamCps2bRLatGkj+7MpmDM0bdo0ITo6WtMhlkh2drbQrVs3oXr16sLmzZuFjIwM2bWMjAxhy5Ytgo2NjdC9e3chOztbg5GWzNatWwUTExPZn81//6z+/V6MlM27Lc41Uq9Hjx4J0dHRwty5c4UKFSoI0dHRQnR0tJCeni6r4+joKAQFBcne//TTT4KJiYnw22+/CTdu3BB69Ogh2NnZCW/fvpXV8fLyEho0aCBEREQIFy5cEGrVqiUMGDCgxPExWSPR+vXXXwWJRCIMHDhQyMrKEgRB/odZbm6u0Lt3b0EqlQo7duzQZKjFYmBgIPtFYmdnJ/zvf/8Tbt26pemwSIn4+Hhh4cKFgpOTk1wiULt2bWHevHmaDk8pOzs7hZetra1cElOxYkWhYsWKcmW2trZlYkGLIAhCcHCwIJVKBVNTU+GHH34QWrRoIUilUmHDhg3CtGnTBAcHB0EikQjjxo0TAgICNB2uUkzWxGno0KEKCxcACKGhobI6AIStW7fK3ufn5wszZ84UqlSpIujp6QkeHh7C3bt35dp9+fKlMGDAAKFChQqCkZGRMHz4cLkEsLh43BSJVl5eHjp06ICwsDDY2NjA09NTtuday5YtcezYMTx8+BAdO3bEH3/8Ifol/ebm5rKtOVq0aKHpcErsY/atkkgkePDggQqjKT3Xrl2TnQmamJgo2uOmPvZw+bKwOW6nTp0QHByMqKgo1K9fX+FoptzcXPj6+mLDhg24fPky6tatq+GIFUmlUgwbNgxbtmwp0TX6vDFZI1HLzMzE5MmTsWnTJrnjVwBAS0sLX331FX7++ecyMSE/NzdXdPuNlcTnkAwUJT8/HydPnsTOnTs/qYPEyxJzc3PUrl1bdtyUsnM08/PzUbNmTTRo0AAHDx7UVKiFYrJGH6Ls/uagz4K+vj7WrFmDOXPmICwsDHFxccjPz4eVlRXatWtXplaxleVEDSj7ydbHkkql6NSpEzp16qTpUD5bGRkZqF69uux9wQKXgg1lgXd/Tq6urggJCdFIjETqwJ41IjU5d+4cAKBp06bQ19eXvS+u1q1bqyMsojLL1tYWtWvXxokTJwC8OyJo3rx5uHLlityZrZ6enrh06RLS09M1FWqhpFLpB0/ZkEgkyM1V32HmJF5l+5/6RCLWtm1bSCQS3L59Gw4ODrL3xSXGeVEkXgUHl1erVg1aWlolPsj83z1WYlW7dm3ExsbK3jdv3hyCIGDx4sUIDAyERCLBpUuXcObMGdSvX1+DkRbtQ/tI2Lfy+WKyRqI1b968YtXT1dVFxYoV4eLiIjt4WwyGDBkCiUQCY2NjufefijNnzmD16tWYOHEiWrVqpbTOuXPnsHLlSkyYMIE9hWpma2sLqVSKW7duwcHBAba2tsX++1ZWemy6dOmC77//HleuXEHTpk3h4eEBZ2dnHDhwANWqVYOlpSVu3ryJ/Px8TJgwQdPhKvW5TyegD8NhUBItZcMFBX9d/10uCILsvaOjIzZt2lQmDkIv6/r164fff/8dT58+LXRT4rS0NFStWhXdu3fH7t27SznCz0tBz+2OHTtgZWVV4p7c0NBQNUanGqmpqbh8+TIcHR1lG8s+efIEI0aMwOnTp5Gfnw9jY2P4+voWegQRUVnEZI1Ea9u2bYiIiMC6detgY2MDb29v2VDN48ePcfDgQcTFxeGbb76BtbU1zp07h1OnTqF8+fK4evUqateureEn+LTZ2dnJvu5Fad26NZ48eVJmt+6gsuHNmzdITU1F5cqVoaWlpelwiFSKyRqJVlRUFFq1agVfX1/MnDlT4Qdwfn4+5s+fj59++gnnz59H48aNsWLFCkyePBlDhw7F1q1bNRS5clOmTMHgwYNFPZemJAwMDNCrV6/3bmPh4+ODQ4cO4c2bN6UUGRUlMzMTKSkpMDc3LzMrlH///XccPnwYjx8/hp6eHpydnTF8+HDY2dlpOjSiUsFkjUSrS5cuePz4MW7cuFFkPWdnZ1hZWeH333+HIAioUaMG8vPzERcXVzqBFlPBsG6dOnXg4+ODgQMHFnpmY1lgbm4OFxcXnD59ush6HTp0QFRUFJKTk0spss9Teno6bt++DRMTEzg4OChcj42NxdixYxEaGoq8vDzo6uqiR48eWLFihdxB1GLj4+ODwMBAAPLTIPT09BAYGIju3btrMjyiUvFxu1wSqVF4eDjq1av33nr16tVDeHg4gHc/xOvWrYuEhAR1h1diP//8M5o0aYJbt27hf//7H+zt7dG6dWusX78er1690nR4JdagQQNcvHixyFWH8fHxOH/+/CfTmyhm27dvh5ubG44dO6ZwLSEhAa1atcLp06eRm5sLQRCQlZWF/fv3o127dnj79q0GIn6/zZs3Y8+ePdDS0sKwYcPwyy+/YMGCBWjWrBkyMzMxZMgQpKamajpMIvUr8QFVRKXE0NBQaN68+XvrNW/eXDA0NJS97927t2BsbKzGyD7OgwcPhLlz58rOMZRKpYKenp7Qo0cPYd++fUJmZqamQyyW3bt3CxKJRKhXr55w9epVhetXr14VnJ2dBalUKmzfvl0DEX5e+vTpI2hrawuJiYkK17777jtBIpEIFStWFI4cOSJkZGQI0dHRQtOmTQWpVCosW7ZMAxG/X6tWrQQtLS3h9OnTCteGDRsmSKVSYcuWLRqIjKh0MVkj0WrXrp0glUqFwMDAQusEBgYKEolEcHd3l5U1adJEcHBwKI0QP1pkZKQwYcIEwdLSUpa4GRsbl5nDnPv06SOLu0GDBkLv3r2F3r17Cw0aNJAdWt+rVy9Nh/lZcHR0FBo0aKBQnpeXJ5iamgpSqVRYv3693LV//vlH0NXVFVq1alVaYZaIiYmJ0KJFC6XX7t27J0gkEmHixImlHBVR6WOyRqIVFhYmaGtrC1KpVOjYsaOwYcMG4Y8//hD++OMPYcOGDYKnp6cglUoFHR0d4ezZs4IgCEJiYqKgra0tjBgxQsPRl0xeXp4QHBwsDBgwQJb8lAV5eXnC/PnzBVNTU0Eikci9TE1NhXnz5gm5ubmaDvOzYGpqKvTv31+hPDo6WpBIJIKurq6QmpqqcL1Vq1aCubl5aYRYYlKpVBgyZIjSa3l5eYJEIilz3+tEH6JsLAWiz1KbNm2wd+9ejBo1CsHBwQoT2QVBgJmZGTZu3CjbcDU3Nxc7d+6UO3qmLDh37hz27duHkydPajqUEpFKpfjhhx8wbdo0REZG4vHjxwAAa2trNGrUCLq6uhqO8PPx+vVr5OTkKJRHRUUBeLcQx8jISOG6lZUVIiIi1B7fhxAEodBtOKTSd1OuucksfQ6YrJGo9erVCx06dMC+fftw8eJFPHv2DABgaWmJFi1aoE+fPnK/gKpWrYp+/fppKtwSiYmJwa5duxAYGIinT59CEAQYGhpiyJAh8PHx0XR4JaKjowM3Nze4ublpOpTPVqVKlXDnzh2F8gsXLkAikaBp06ZK78vMzJSdskFE4sStO4hK0cOHD7F7927s3r0bd+7cgSAI0NHRgaenJ3x8fNCjRw/o6+trOswicc8rcfL29sbhw4dx+PBhdOvWDQCQlJSEmjVrIiMjA0FBQejRo4fCfbVr14a+vj5iYmJKOeL346HnRO8wWSMqJW5ubrhy5Ypsr6jmzZvDx8cH/fr1g5mZmYajKx7ueSVeoaGh8PDwgK6uLvr27YtKlSrh4MGDiI+PR/Xq1XH//n2FTXD//vtv1KxZE4MHD8a2bds0FHnhCoY6PxSHSOlTwWFQEr03b94gMjISz549Q1ZWVqH1hgwZUopRlVxERARq164NHx8f+Pj4yM42LCsK9rzS1tbG4MGD0aBBA6Snp+PYsWMIDw/HkCFD8OjRIw6paUi7du0wZ84czJ07Fzt37oREIoEgCDAwMMDWrVuVnlawbt06AICnp2dph1ssTLaI3mHPGonarFmzsGLFiiKPKhL+/0HueXl5pRhZyUVHR6NBgwaaDuODtW7dGpcuXcLJkyfh4eEhd2348OHYvn07Nm3ahOHDh2soQgKAa9euISgoCElJSbC2toaPj0+hQ9QzZ85ERkYGZs6cWWZ6d4k+R0zWSLQWL14MPz8/aGlpoVOnTnBwcIChoWGh9WfPnl2K0ZWcmZkZ6tWrh7Nnz2o6lA9iamqKL774AhcuXFC4FhsbC0dHR0yYMAHLly/XQHRERJ8uDoOSaG3cuBEGBgY4f/48GjZsqOlwPlpubi6srKw0HcYHS0tLQ40aNZReKyhPS0srzZCIiD4LPBuUROvx48do06bNJ5GoAcAXX3yBJ0+eaDqMD8Y9r4iINIPJGomWhYUFypcvr+kwVGbcuHG4cOGC0mFEIiKiwnDOGomWn58fNm/ejLi4uE8iaYuPj8fChQuxY8cOjBw5Et26dUP16tUL3VetevXqpRxh0bjnFRGRZjBZI9HKzMxEx44doaOjg/Xr16NmzZqaDumjFCQ7BatXiyLG5IZ7XhERaQYXGJBode7cGfn5+QgLC0OdOnVgY2MDKysrpUmDRCJBSEiIBqIsvtatW39wz5QYMNkiItIM9qyRaJWkJ6cs7LNGRET0IdizRqL18OFDTYdARESkcexZIyIiIhIx9qwRlZJ58+YVu65EIsHMmTPVGA0REZUV7Fkj0bt16xY2btyIK1eu4MWLF+jRowcWL14MALh06RIiIyMxaNAg0Z9t+O/VoMoULD4oK2edEhFR6WDPGona8uXL4efnJ9vGQiKR4MWLF3J1Jk6cCD09PXzzzTeaCLHYtm7dqrQ8Pz8fjx8/RnBwMC5evIgxY8agcePGpRwdERGJFXvWSLSOHz+Obt26wc7ODsuWLUPLli1RuXJlDBs2DFu2bJHVs7CwQMOGDfH7779rMFrVWLx4MebNm4fw8HDUq1dP0+EQEZEI8LgpEq3ly5ejfPnyCA4ORs+ePWFubq60nouLC+7evVvK0amHr68vrKysMGPGDE2HQkREIsFkjUQrKioKzZo1g729fZH1zM3NkZCQUEpRqV+9evV4figREckwWSPRys7OhqGh4XvrPX/+HNran870ywcPHojuqCkiItIcJmskWnZ2drh+/XqRdbKzs3Hjxg04ODiUUlTq8+rVK0yePBkxMTFo2rSppsMhIiKR+HS6I+iT0717dyxevBjLly/HpEmTlNZZvHgxkpKS8P3335dydCVX1HBuRkYGXr58CUEQYGBgAH9//1KMjIiIxIyrQUm0Xr16hfr16+PJkyfo3bs3vvzySwwcOBCdOnXCyJEjcejQIezatQt2dnaIjo4u1pCpJhV11qmOjg4sLS3Rpk0bTJs2DU5OTqUYGRERiRmTNRK1e/fuoXfv3rh586ZsQ9l/bx7r5OSEw4cPo2bNmhqOlIiISD2YrJHo5efn4+jRozh16hTi4uKQn58PKysrdOjQAd7e3tDS0tJ0iB8lMzMTKSkpMDc3/6QWShARkWowWSNSk/T0dNy+fRsmJiZKF0DExsZi7NixCA0NRV5eHnR1ddGjRw+sWLEClpaWGoiYiIjEiKtBqcx68eKFqLe42L59O9zc3HDs2DGFawkJCWjVqhVOnz6N3NxcCIKArKws7N+/H+3atcPbt281EDEREYkRkzUSrcjISMybNw+3bt2SKz906BAsLCxQpUoVVKxYET///LOGIiza2bNnIZVKMWjQIIVr8+fPx/Pnz2FqaorffvsN6enpuHbtGho3bozY2FisXbtWAxETEZEYcRiURGvo0KHYu3cvnjx5gooVKwIAHj58iNq1ayMnJweWlpZITEyEIAgICQlB27ZtNRvwf9SuXRvlypXDtWvX5Mrz8/Nhbm6O1NRUrF27Fl9//bXs2pMnT2Bvbw9XV1ecO3eutEMmIiIRYs8aidbly5fRoEEDWaIGAFu2bEFOTg6WLl2KJ0+eICIiAlKpVJS9a8+fP4ejo6NC+Y0bN5CSkgJtbW30799f7lq1atXg6uqK27dvl1aYREQkckzWSLQSExNRvXp1ubLg4GCUL18eY8eOBQA0atQIrVq1eu9JB5rw+vVr5OTkKJRHRUUBAJydnWFkZKRw3crKCmlpaWqPj4iIygYmayRaeXl5cgsIMjIycO3aNbRo0QK6urqy8qpVq4ryIPdKlSrhzp07CuUXLlyARCIp9EipzMxMGBsbqzs8IiIqI5iskWhVr15d1gsFAMePH0dubi7at28vVy8tLU2UyU3BcObRo0dlZUlJSQgKCgIAdOzYUel9t27dQtWqVUslRiIiEj8mayRa3bp1Q3x8PHr16oVVq1ZhypQpkEql6NGjh1y96Oho2NjYaCjKwo0dOxaCIKBPnz4YMmQIJk+ejCZNmiA9PR3W1tbo0qWLwj1///037t27h/r162sgYiIiEiMmayRaU6ZMga2tLQ4fPozvv/8eT548wYQJE1CrVi1ZnYiICDx58gStW7fWYKTKtWvXDnPmzEFOTg527tyJlStXIj4+HgYGBti6davS0wrWrVsHAPD09CztcImISKS4dQeJWkZGBg4cOICkpCQ0atQI7u7uctd/++03hIWFYfjw4XB2dtZQlEW7du0agoKCkJSUBGtra/j4+MDOzk5p3ZkzZyIjIwMzZ86EmZlZKUdKRERixGSNiIiISMQ4DEplUmpqKiIjI0W5CpSIiEiVmKyRaJ06dQpfffUVoqOj5cpXrVoFCwsLuLq6wsrKChMnTtRQhEREROrHYVASrb59++KPP/7As2fPUKFCBQDAn3/+CRcXF2hpaaFJkya4ffs2UlNTERQUpLBKlIiI6FPAnjUSrWvXrsHFxUWWqAFAQECA7L8XL15EVFQUdHV18euvv2ooSiIiIvViskailZiYCCsrK7mykJAQmJiYyM7UtLOzQ5s2bXiWJhERfbKYrJFoaWlpITMzU/Y+OTkZN2/eRKtWrSCV/t9f3UqVKiEpKUkTIRIREakdkzUSLVtbW1y6dEl2GHpQUBAEQUCHDh3k6r18+RIVK1bURIhERERqx2SNRKtfv35ISkpC69atMXnyZPj6+kJHRwc9e/aU1REEAVFRUbC3t9dcoERERGqkeN4NkUiMHz8ev/32GyIiIhAREQGpVIolS5agWrVqsjpnzpxBUlISRo8ercFIiYiI1Idbd5Co5efn49y5c0hKSoKLi4vcuaAAEBYWhuvXr6Nbt27sXSMiok8SkzUiIiIiEeOcNSIiIiIR45w1Er03b94gNDQUsbGxSE9Ph7LOYIlEgpkzZ2ogOiIiIvXiMCiJWkBAACZOnIi0tDRZmSAIkEgkCu/z8vI0ESIREZFacRiUROv06dMYMWIEJBIJZsyYATc3NwDA+vXrMXXqVNSsWROCIGDs2LHYsmWLhqMlIiJSD/askWh16tQJwcHBiIqKQv369TF8+HBs375d1oOWm5sLX19fbNiwAZcvX0bdunU1HDEREZHqsWeNROvq1ato1qwZ6tevr/S6trY2li5disqVK2P27NmlHB0REVHpYLJGopWRkYHq1avL3uvp6QEA0tPTZWVSqRSurq44f/58qcdHRERUGpiskWhZWFggOTlZ9t7S0hIAcO/ePbl6ycnJePv2banGRkREVFqYrJFo1a5dG7GxsbL3zZs3hyAIWLx4sWz7jkuXLuHMmTNwdHTUVJhERERqxWSNRKtLly54+PAhrly5AgDw8PCAs7MzDhw4gGrVqqFRo0Zo164d8vPzMWHCBM0GS0REpCZcDUqilZqaisuXL8PR0RG2trYAgCdPnmDEiBE4ffo08vPzYWxsDF9fX0yfPl2zwRIREakJkzUqk968eYPU1FRUrlwZWlpamg6HiIhIbZiskej8/vvvOHz4MB4/fgw9PT04Oztj+PDhsLOz03RoREREpY7JGomKj48PAgMDAUC2iEAikUBPTw+BgYHo3r27JsMjIiIqdUzWSDQ2b96MUaNGQVtbG4MHD0aDBg2Qnp6OY8eOITw8HEZGRnj06BH+X3t3bFshDEUB9IHSMwRLUNEwCWswC4uwwF/Am1AjSBF9KVGS5ivCT9E5JZalW1BcW8Z0XVc7KgDcRlkjjXEc4/F4xLZtMU3Tl7Hnr6bWdY15nislBID7ubqDNEopMQzDt6IWEbEsS1zXFaWUCskAoB5ljTT2fY++738cez7f9/3OSABQnbJGGtd1/XoNR9t+vKrned4ZCQCqU9YAABLzgQFptG0bTdO8NLdpmjiO448TAUB9b7UDwGevrh2sOQD4r+ysAQAk5swaAEBiyhoAQGLKGgBAYsoaAEBiyhoAQGLKGgBAYsoaAEBiyhoAQGLvwPDwwXpHloYAAAAASUVORK5CYII=",
+      "text/plain": [
+       "<Figure size 590x590 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "### Spearman Correlation"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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",
+      "text/plain": [
+       "<Figure size 590x590 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "### Kendall Correlation"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 590x590 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Pairplot<a id='419650ee-7d84-4d8c-b3c4-e515ab29a701'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 822.111x750 with 12 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Contingency table<a id='907e6163-dad9-417b-8418-3b4acfc4f1f6'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 280x210 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 210x210 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 560x210 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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Kdrytjs2bN6PRaHj11Vd19oSWrUrTN+m5aGK6d++OnZ0dMTExOicq/fzzzwA8/PDD9RyZqEphYSGDBw/m6NGj9OvXj1WrVmFsbGzosOpU2S9hf39/A0dSfWXf9P7+58qVK4D2XsrKGsKzIfQlOTm5fIy/qiXuDZG3tzchISEoiqIzISwr07UfkKGULRPdsmULGRkZleqXL18OQHh4eIVyU1PTKrcxL0sMmzdvXqlu79693Lx5825CrpIkF02MmZkZL7zwAqAdIy6bYwHaB0mdOnWKiIiIRjlTvykqKSnh8ccf57fffiM8PJy1a9c22o2l/urAgQNs2bKlfFJdmaKiIj7//HO+//57LCwsePTRRw0UofirgwcPsn79ekpKSiqUx8XFMXToUHJzcxk0aJDOX1AN2WuvvQbAq6++WmFI58SJE8ybNw+ASZMmGSQ2Xfz8/BgwYADZ2dm89NJLFBUVldcdOnSIBQsWYGxszOTJkysc5+Hhwc2bN3UmJEFBQYA2Mfnr74OEhIQ6vXcZFmmC3nrrLXbs2MHBgwcJDAwkPDyc+Ph4jhw5gouLC4sXLzZ0iLXy66+/VliWqdFoAOjSpUt52dtvv82AAQPqPbba+uKLL1i3bh2gHSp4/vnndbb7z3/+Uz6U0BhER0czYcIEnJ2dCQsLw8nJiZSUFE6fPk1iYiLm5uYsXboULy8vQ4cqgEuXLjFhwgTc3NwIDQ3F3t6e+Ph4IiMjKSgooE2bNnzzzTeGDrPGRo0axbZt21i2bBmtW7emW7du5Ofnc/DgQQoLC3n66acZOXKkocOsYOHChYSHh/Pdd9+xZ88eunbtSnJyMrt376akpIR58+ZVetDZoEGD+PzzzwkNDaVbt26Ym5sTHBzM9OnTGTRoEG3atOH48eMEBATQvXt3CgoK2LVrFx06dKBbt24cPHhQ/zdS6x0yRIOWl5envP3224q/v79iZmamuLm5KePHj1euXbtm6NBqbcmSJTo3+fnrnyVLlhg6zBqZNWvWHe+JRvi8h9jYWOWNN95Qunfvrri7uyumpqaKlZWV0qZNG2XKlClKdHS0oUPUm6awida5c+eU5557TgkNDVVcXFwUExMTxc7OTunSpYsyb948JS8vz9Ah1lppaany9ddfK2FhYYqlpaViZWWldO3aVVm6dKlB47rds0VSUlKUadOmlX9+29vbK3379lW2bt2q81w5OTnKCy+8oHh5eSkmJiaVHlCZlpamPPfcc4qvr6+iVqsVPz8/5fXXX1dyc3OrfKYMd7mJljxyXQghhBB6JXMuhBBCCKFXklwIIYQQQq8kuRBCCCGEXklyIYQQQgi9kuRCCCGEEHolyYUQQggh9EqSiyausLCQd955h8LCQkOHoldyX42L3FfjIvfVeDTUe5J9Lpq4rKws7OzsyMzMxNbW1tDh6I3cV+Mi99W4yH01Hg31nqTnQgghhBB6JcmFEEIIIfRKkgshhBBC6JU8FbWJU6vVzJo1C7VabehQ9Eruq3GR+2pc5L5qT6PRMHfuXABmzJiBmZlZnV0LGu57JRM6Dcj9mTWGDkGvEr8eDsDXh+MNHIl+PdPFB4CVUdcNHIl+jQptDkBscoGBI9EvPxdzAM4n5ho4Ev1q5W4FNN37up7esFY71FZRkYbvFswH4LMLPhQrTWeAIOuHJ6rdtunctRBCCCEaBEkuhBBCCKFXklwIIYQQQq8kuRBCCCGEXklyIYQQQgi9kuRCCCGEEHolyYUQQggh9EqSCyGEEELolSQXQgghhNArSS6EEEIIoVeSXAghhBBCryS5EEIIIYReSXIhhBBCCL2S5EIIIYQQeiXJhRBCCCH0SpILIYQQQuiViaEDaEzy8/OZO3cuP/zwA1evXsXR0ZH+/fszZ84cPD096/z6DlZm7H33AZxtzblyK4dub22t1nGrXwmnZ6tmAIS+tpnEjPwK9V2DnFn7akSVx0fGpjLww921jrsmVs99lesXTlVZP2za+7Ro37n89eWoQ0Qf38et+MvkZKShyc9FbWmNW4sgQvo8jH+HLvURdo3lZWfy5atPkpeVgYOrBy9++n2VbU/s2cKx7RtJvh6PsYkpzQNb0XPoGLyC2tRjxDVTUJBP1NFDHDmwh7OnfufWzUSMjIzw8PSme68+DHv0CSwsLQ0d5l3LysxgyrjhZGak4+bRnK9WbjR0SHrRVO7r0oVzRB49xIWzZ7hw7jQpybcA2Hm46s+Y+vbrzL6Et3arsn7Y3B3sOHnjtufY8OYD9G7nDkDL53/mRlpepTZGKhVP9w1mVIQ/QR62FJcqnIlP5/82n+eXY1fv7iZ0kOSimgoKCrjvvvs4fPgw7u7uDB48mLi4OJYsWcKmTZs4fPgwfn5+dRrDrJHtcLRW1+iYR7r60LNVM0pLFYyMVLdte+VWDkcvp1Qqj0/OrdE19SGwUw/MzC0qlVs7OFd4fe7AdqIjD+Ds6YO7f0vMzC3ISrnJlVPHuHLqGPcMfIzwkU/WV9jVtm35V+RlZ96x3ZZlX3Jky1pMzNT4tw+jWFNE7OlIYk4d55GXZ9Gyc496iLbmdm//H5/9+10AvHz96NK9F3m5OZw7c5Ll3y5gz44tfPTFt9g7OBk40ruz5P8+ISszw9Bh6F1Tua/vFy/k4N5dhg6jWtYfiSe3oKhSua5E4a9GRfjTu537bT/jjVQqVr3aiwfDvMjOL+LwxWRUKrg3yIUV03ox9+eTzP35pF7uo4wkF9X03nvvcfjwYbp27cq2bduwtrYGYP78+UybNo0nn3yS3bt319n1e7R04dFuvny/N5axPauXxDhZmzFrZDt2n72Jv6s1Xs5Wt21/9HIKLy+N1Ee4dy3isWewc6k6my9z76BRPDDhZSysbSuUJ8ac56eP/sXRX1fTsktvXLxa1FWoNRZ7JoqTe7cR2mcAUTt/rbrd6UiObFmLhbUtT83+HCf35gBcu3SWZXOmsWHhx/i27oC5lXV9hV5txiYmPDhoOEMeGYO3758/r2kpycx87QViLl1g4Wcf8/o7HxowyrtzMvIIu7b+Qt+Hh7Htl7WGDkdvmtJ9tW4bgl9AEMGt2tCydVtGDe1PkUZj6LB0emv5ca7W8Iuck42aD8Z0YufJGwR42OLjovuz4PmHWvFgmBdxt7IZ/P52rtzMASDQw5Zf3urLjBEh7DyZwNHoyl8ua0vmXFSDRqPhiy++AODLL78sTywApk6dSvv27dmzZw+RkXXzi9nc1IiPxoRy8UYWC7ZFV/u42Y+GYGFmwr9W/l4ncTUErj4BlRILAHf/VgTfEwGKwrXzJ+o/sCoUaQrZtOgTXDx96Dbgkdu2PbT5ZwB6Dh1TnlgAeAW1Iez+gRTk5hC1a3OdxltbDzw4iBdfm1khsQBwdHZh8tQ3ADiwdydFRZW/qTUGhYUFLJj3Pl6+fgx59AlDh6M3Te2+Hn/iSSY8M5lu4b1wdHK+8wGNzL/HdcZCbczUxYdv227iA0EAzFl9ojyxAIi+kVXeY/HSw231GpskF9Vw4MABMjMz8ff3p2PHjpXqR4wYAcAvv/xSJ9efOrA1Ps5WvL48iqKS0mod07uNK8Pu9ea/my8YZFijITA21nbMGZuYGjiSP+1Z8x3ptxIZMPFljE2q7jgs0hRy5aw2KWx9b89K9WVll6Ju/6HSELUI0H7QFWk0ZDfSrvfVS7/mZmICk6a+Uf5z1hQ01ftqiu4P8eCRHn78Z93pCgnD39lamOLnpv0Ctu9cUqX6fWe1ZX1CPDAz0V9KID891XDypDazCw0N1VlfVn7qlP4nCbXytGVS30B+OBjHkcupNHe68yQ4CzNjPhzdkejELL7cerHa12rRzJo3hrbBwUpNWk4hRy6nsutsEopyN3dQO2f2biE/JwuVyggHN08Cwrpj69Ss2scnX7vCxaN7MDI2waeN7vetvt2Mj+HQrz/RIaIfPi3bk5Fc+R96mdQb1ygpKsLS1h5bJ5dK9e6+gdpzXo2ts3jrStKN6wCYmJhgbWtn4GhqLi7mEht+XM59Dw6iTftQbibefrJdY9FU76uxeKJ3II7WakoVhcuJWWw6do3rqbq/GFqqTZj/1L1cTMjg041nb3teS/M/f81n5FQeEkrLKSw/Z4C7LeeuZdT+Jv5CkotquHpVO5O2efPmOuvLyuPj4/V6XZUK5j0RRlZeEe+tOVPt414b1BpvZyuG/WcPRSXVzwzuCXDmnoC/TZi8nsnErw5z5VbVmXFdOLxxZYXXe374hi6DR9F18Bid7WN+P0T08f2UlBSTnZrMjehzGJkY0/fJl7F39aiPkG9LKS1l4zfzMLe05oFRz9yxfWaKdla7raPurlwzcwvMrawpyM2mMD8PtUXjWXmx4Sftext2b3fMzMwMHE3NlJaW8uXHc7Cytmbcsy8ZOhy9aar31Zi8Nqx9hdfvjQnjo7Wn+Gjt6Upt3xwZgm8zGx58d+sde7PTcwopLinFxNgILxcrom9kVaj/6zwNbxcrSS7qU06O9herZRVL56ystBMls7Oz9Xrdp3oH0LGFIy8tOU56bvUmIbXztmdinwBWH4zj0KXqTc7Jzi/iy60X+TUqobx7rY2XPf8a0oZO/k788HIP7p+zg+z84lrfS3U1D25Hu5798Qhsg5W9I9lpyUQf28fhjSs5uPY71BZWhPYdWum45KuxnN2/vfy1iZma3qOfo3W3++s85uo4snUdN2IuMnjSdCxt7vxtXVOoXS5sqjavso2p2pyC3Bw0jSi5OHpoH1s3rcPExIQnJk42dDg19uvaH4i+cJYpr7+DrZ29ocPRm6Z6X43BwfM3+e63aI5cSiYpPZ/mzpYMvteH6UPb89YjHcnOL2LB/y6Utw/xdeS5B1uxYs9lDpy/ecfzFxaVEhWTyj1BLoyOCOCdVVEV6sf2Dij/f2tz/Q0hS3JRDwoLCyksLKxQplbffkmpp6MFrw9pzcGLyfx4qHo9IkYqmPdEKFn5Rcz+uXK2W5Uz1zI5c63issgDF5MZ/NFu1kzrSZcgF8ZH+PP5luoPsdRW92HjKrx2dGvOvQ8/jqtvIGv+8wYH131Pu14PYWpW8e+vy+DRdBk8mmKNhoxbCZz4bRPbl3xKzO+HGDRlpkHnXWSm3GTXj0vwaRVCh4j+BovD0K7FX+Hj2W+gKApPPT8Vv8BgQ4dUI8k3E1nx7f/RJiSMPg8OMnQ4etNU76uxeP+niktALydmM2/9GX6PTWX9Gw/wr+EhLNkRTUFRCUYqFZ8/25XMXA1vLq/+AoL5G87ww/TeTBnQmtTsAlbvi8XISMWYiACevD+IouJSTE2MKNXjELhM6KyGstUheXm61xvn5mrHxWxsbHTWz507Fzs7uwp/5s6de9trfvB4R0yNjXh9RfVXejx9fyDtvB2Ys+Y0aTrG1mqqVIEvtl4CoFcb17s+393wbdcJ1xZBFOblkBRzocp2JmZmODdvwf1PTKHjA4OJPXGE37dvqMdIK9u85L+UFBcz8KmXq32MmVq7x0dRYUGVbcrqzBpBr0VK8k3emvY8OdlZDHt0LEMeGW3okGps4acfUlxcxHN/rHZpKprqfTV2v51KJComBQdrNZ0CtcOjzz/Uig4tnHh7ZRRp2YV3OMOfNkde4+0VkahU8P6YTlxe+AiXFoxk5mMd+W7XZU7FpQGQkVv9c96J9FxUg7e3NwDXr1/XWV9W7uPjo7N+xowZTJ06tUKZWq1m4ZRNVV6zb4g7Gbka/j264uoUtak2H3Szt2DNNO2KgUnfHCE5q5C+7bUbqTzS1YeRXSrG4mKn7V7/+tl70RSX8sWWi+w6e+cutbJhkmZ2VXfP1xcHV09uXrlETkZatdq37nY/v2/fwOWog3R6cEQdR1e1S1GHMbeyZtO3n1YoLy7SJoDZaSksna39+Rjx4ltY2zti56ydvJqVpntoS1OQT0FuDuZWNg1+SCQ7K5M3X5nEraQbPPDQYCa+MM3QIdXK8UP7sLK2YcH8DyqUF2m0H8hpKcm8+dLTALw6cy4OjWTpY1O9r6YgJimbUH9n3Oy1XzYeDGtOaanCqJ5+PP63/Y5c7bRtvns5gsLiEj7ZcKbCzp6f/XKWTceuMvheH7xdrMnK07D19wQOnL/J+S+HA3BeT/MtQJKLagkJCQEgKipKZ31Zefv27XXWq9XqOw6D6GJvZUa34MorBUC7IqSsTm1qXF5uZKSia5DuYwA6+Wt3RFx9sHpDLXZW2uGEfE3dz7e4k4Jc7ZyW281D+CsLG+3yq/xq7IRZ1wpyc4g/r3sHvOIiTXldWcLh5OGFsakpeVkZZKUlY+tY8T1NjNPud+LqXbe7wt6t/Lw83p72PFfjYuke0YeXXp+FSnX7nWIbstycbM6e1N0drdEUltdpGuhGTVVpqvfV2NlbaSc85xb++flrZKSix222C7/nj8//FXtiKtXFJGUzf0PFxQHNnazwdLIiJjGLxPT8SsfUliQX1dC9e3fs7OyIiYnhxIkTdOjQoUL9zz9rNzt6+OGH9XZN92fW6Cxv7mTJsbkP6ny2yPB5e6s839EP+uPlbKXz2SK3MyBU+8yUU/EZ1T6mLuRlZZBwSfuPwtU34A6tta5d0M47sW9m2NUis1bt1FmekZzEZy+O1vlsEVMzNS3adOTyiaOcO7yXLg8Nr1B/7oj2vQ4KbZjPTgHtL6J3Z7zExfNnCLunG6+/82+MjY3vfGADtX637i8XNxNv8OzjAxvtMzia6n01dk42arq21PZgnryi7a0dMHtble1Pfz4MHxfrKp8tUpVn+7cEYMnO6m/QWB0y56IazMzMeOGFFwCYPHly+RwL0G7/ferUKSIiIggLCzNUiHfl6T4BeDhUfo7H2J4teOb+QEpLFb7bU/f7KSREnyU68gClpSUVyjOTk9jw33cpKizAv2NXbP74Fp+XlcGp3Zt1zkuIOxPJ3tXfANAmvG+dx14Xuj6kHcrZu245qYl/Dsldu3SWyJ2bMLeyJrT3Q4YK77ZKSkr49zuvczLyKG1DQnnrg/mYmjaczcyEaAjuCXJhQCcvjP7Wm+ftYsXKab2xNjfl1+PXapQs6GKpNiHIo/IqtQl9Apn8UCsuJWTy1Zbzd3WNv5Oei2p666232LFjBwcPHiQwMJDw8HDi4+M5cuQILi4uLF682NAh1trTfQKYOaIdp69mcDUlF7WpMa087fBxsaKkVOGt1Sc5dTWjzuNIT0pg66L/YGXnSDPfANSWVmSl3OJWXDTFRRqcPH3o++TL5e2LCgvYvuRTdq1YgKtvIDaOLhQVFpCedJ20xGsAhPUbRlDn8DqPvS74tQvj3v7DOLJlLQtnPItfu1BKiouJPR2JoigMfnZ6g3yuCMAva37g4N7fALC1s+fLeR/obDdx8lTs7B3qMzTxD3L4wF6WL15Y/rr4j+3mX3jqzwnFY558li7dK++CWx8C3G356rnuJKXncfJKGpl5Grycreng54iFmQnnrqUz5etDd30dZ1s1x+cP5ty1dGISsykqKaWjnxMtXG2Iu5XN8A93oimu3u7P1SXJRTWZm5uza9cu5s6dy8qVK1m/fj2Ojo6MHz+eOXPmVLnBVmPw1fZoIlq7EuxhS5C7LSbGKm5lFvDz4XgW7YzhZHx6vcTh7t+SkPsGkhhzgaTYixTm5WCqNsfF25+ge8IJue/hCktQLW3t6fnoRK5dOEVqQjw346JRlFKs7BwJvrcXIb0H4NUqpF5iryv9x03Gzdefo1s3EHs6CmMTE/zahtJz2NgG/cj1nOw/N+opSzJ0GfPkJEkuRJ3JSE/n/NnKy/L/WpaRXj+fb7ocj05h0baLhAU4E+rvhL2VmtzCYk7HpbPucBzfbr9EQVHJnU90B+k5GhZtv0j3lq5EtHXD2EhFfHIOc38+yX9/OVthToe+qBTFEJs7C6h6XkVjlfi1dl7A14f1u1OpoT3zx8qblVG6Vws1VqNCtQlxbHLVy10bIz8X7YTf84lN65k6rdy1m/U11fu6nq6/ZZCGVFSk4bsF8wH47IIPxUrTmX2Q9UP1H2bXdO5aCCGEEA2CJBdCCCGE0CtJLoQQQgihV5JcCCGEEEKvJLkQQgghhF5JciGEEEIIvar2Phd+frV/hoFKpSImpvI+50IIIYRoeqqdXMTFxdX45CqVCtlGQwghhPhnqfawSGlpaaU/L7zwAtbW1rz++uucOHGCjIwMMjIyOHnyJP/617+wtrbmhRdeoLRUv9uKCiGEEKLhqvX23//9739ZuHAhBw4coFOnThXq2rVrR7t27Rg2bBjdunXDz8+Pl19++W5jFUIIIUQjUOsJnQsXLqRXr16VEou/6tSpE/fddx/ffPNNbS8jhBBCiEam1slFbGwsjo6Od2zn4ODAlStXansZIYQQQjQytU4uHB0d2bt3LwUFVT/0qKCggL179+LgIE89FEIIIf4pap1cDB06lMTEREaMGKFzJUlcXBwjR44kKSmJoUOH3k2MQgghhGhEaj2hc86cOfz2229s3ryZwMBAOnXqhI+P9tHU8fHxREZGUlxcTMuWLZkzZ47eAhZCCCFEw1br5MLBwYGDBw8yY8YMvvvuO44cOcKRI0fK6y0sLHjyySeZO3euDIsIIYQQ/yC1Ti4A7O3tWbBgAfPmzSMyMpIbN24A4O7uTlhYGFZWVnoJUgghhBCNx10lF2UsLS0JDw/Xx6mEEEII0cipFD3sz52WlkZkZCQpKSn4+PjQrVs3fcQmhBBCNCoajYa5c+cCMGPGDMzMzAwckWHc1VNRk5OTGTVqFG5ubvTv358xY8awaNGi8vpFixbh6OjI/v377zpQIYQQQjQOtR4WSUtLo1u3bsTExNChQwe6d+/Ol19+WaHNsGHDeO655/j555/p0aPHXQfb1ER8csDQIejVnle6AzB/b6yBI9GvqT21TwReGXXdwJHo16jQ5gBcupln4Ej0K8jVEoCCYgMHomfmf3xaX08vNGwgetbcQQ00nfdL85f76PD2DkowNlwwenbx3/2q3bbWPRfvv/8+MTExzJw5k6ioKD7//PNKbRwdHWnfvj179uyp7WWEEEII0cjUOrlYv349QUFBvPPOO7dt5+/vT0JCQm0vI4QQQohGptbJRUJCAiEhIXdsp1KpyMrKqu1lhBBCCNHI1Dq5sLW1JTEx8Y7tYmJicHFxqe1lhBBCCNHI1Dq56Ny5M8eOHbvtE09PnjzJiRMn6N69e20vI4QQQohGptbJxZQpUygsLGTo0KGcP3++Uv3ly5cZO3YsiqLwwgsv3FWQQgghhGg8ap1c9O/fn9dee41Tp07Rtm1bWrZsiUqlYuvWrYSEhNCqVSvOnDnDG2+8IctQhRBCiH+Qu9pE68MPP2T16tW0a9eOS5cuoSgKiYmJnD59msDAQFasWCFPRBVCCCH+Ye762SIjR45k5MiRJCcnExcXR2lpKc2bN8fT01Mf8QkhhBCikdHLg8sAXFxcZFWIEEIIIWo/LNKpUyc+++wzkpKS9BmPEEIIIRq5WicXUVFRTJ06FS8vL/r168f3339PTk6OPmMTQgghRCNU6+Ti1KlTTJ8+HU9PT7Zv38748eNxdXXl8ccf59dff6WkpESfcQohhBCikah1ctG2bVs+/PBD4uLi2LNnDxMnTsTc3JzVq1czaNAg3NzcmDx5MgcPHtRnvEIIIYRo4O5qKWqZ8PBwFi5cSFJSEuvWrWP48OHk5uayYMECwsPD8ff318dlhBBCCNEI6CW5KGNqasrgwYP58ccfuXnzJpMmTUJRFOLi4vR5GSGEEEI0YHpbilomOjqaFStWsGrVKi5fvgyAubm5vi9TryIjI9m+fTtHjx7l6NGj5Y+QVxSlTq+rNjGis4893fwcaedhi6utmlJFISGjgL3RqfwYlUB+UWmFY7r5ORIR6ERQMyscrcywNjMmu7CYizdzWH8yiUNX0itdx8/ZkofbuRHsao2rjRpbcxM0JaXEp+ax42IKG04lUVJat/f6d/nZGZzY8hPxJ4+Qk5aMiakZNs6ueLTsQNeRE8vbXTywnd1L51d5Hv/OPbn/mRn1EXKN5GVn8uWrT5KXlYGDqwcvfvp9lW1P7NnCse0bSb4ej7GJKc0DW9Fz6Bi8gtrUY8Q1t37195w7dYK42GgyM9LRaApxcHSibYcwhj02Dl//QEOHKP5w6cI5Io8e4sLZM1w4d5qU5FsA7Dx8ysCRNX3jw30I83UgyM0aJ2sz1CbGJGcXciw2jW/3xnEp6c4LJZZM7ES3QCcAen6wm5uZhRXq/Vys6NO6GeHBzgS5WWNtbkJGXhG/x2ewdF8ckXEZer8vvSQXSUlJ/PDDD6xYsYKoqCgURcHIyIj77ruP0aNHM3z4cH1cxmDmzJnDhg0b6v2697d04bUHAgCIS83jYGwalmbGtHW34clu3vQJdubFn86QkV9Ufky/1i70DHAiLjWP84nZ5BWV4GZrTpcWjnRp4cjyo9f45sDVCtcJ8bRlWAd3EjMLiEvLIzOvCDtLU9p52NDGw5aeAU68uvYsxfWUYCTHR7P507coyMnCwcMH3w5d0OTnkZ54ldM71lVILso4NffDycuvUnkzv+D6CLnGti3/irzszDu227LsS45sWYuJmRr/9mEUa4qIPR1JzKnjPPLyLFp2brhb6/+4fDGF+fn4+gfi66dNJK7GxbBr66/s27mVGe/N455uPQ0cpQD4fvFCDu7dZegw/pEm9fbDwsyYi4nZ5YlEoKs1Q8I8eSjEnSnfn2D3heQqjx8a5kG3QCdKSxWMjFQ62yx5uhNudubkFhZz4moGmXlF+Dezpm9bV+5v3YwPf73Isv3xer2vWicXWVlZrFmzhpUrV7J7925KS0tRFIWOHTsyevRoHn/8cdzd3fUZq8F07dqV9u3b07lzZzp37oyvry+FhYV3PvAuFZeWsvFUEj//foP4tPzyckcrU/49uDVBrtZM6dWCOf+7VF63/Mh15u2IIauguMK5WrlZM394W0Z1bs7OCynEpuaV1x2OS+exxcdJ/Fu262BpyvzhbejoZcfD7VxZd7Lu9zTJz85g86dvUawppN/kWfh26FKh/taVizqP8+3YlU6DxtR5fPoQeyaKk3u3EdpnAFE7f6263elIjmxZi4W1LU/N/hwn9+YAXLt0lmVzprFh4cf4tu6AuZV1fYVeI2998AkBQa0wU6srlP+67ke++mQun380m6U/b8HYRO8dqKKGWrcNwS8giOBWbWjZui2jhvanSKMxdFj/CM8v+50zCVloiiv2Qo/q4sWsoa15b0QbIj7Yo7P32MHKlNcHBLPvUgotnK1o7mih8xqxt3KZ/79L/O/0zQrXefTe5swe1obXHgpi/6UUYm7l6u2+aj3nws3NjYkTJ7Jz5068vLyYMWMGZ8+eJTIykqlTpzaZxALg9ddfZ/bs2Tz88MO4ubnV23W3nktm3s6YCokFQFpuEZ/uigUgPMAJk79kq9HJuZUSC4DzSTn8djEFI5WKjl52FeoSMwsrJRYA6XlFrDymHQIK9bK/29upluMbl1OQk0WXERMrJRYAzVo0zJ6I6irSFLJp0Se4ePrQbcAjt217aPPPAPQcOqY8sQDwCmpD2P0DKcjNIWrX5jqN9260btehUmIBMGDoI7h7epGRlsrV+FgDRCb+7vEnnmTCM5PpFt4LRydnQ4fzjxIVn1EpsQBYefga8Sl5uNioCWhmpfPYNx9uiYWZMe+uO3fba0xYdJwNvydWus7qI9fZdykFE2Mj+rfX7++2WicXlpaWPPvss+zbt4/Y2Fjee+89WrVqpc/YxG1cTtZmmGoTI2wtqvfNr6RU+4NVVIPhjbKhkKLSyj/8+lasKST68G+YqM0J7v5AnV/PEPas+Y70W4kMmPjybb+xF2kKuXL2dwBa31t56KCs7FLU4boJtI4ZG2vv3cTE1MCRCNFwFZd9ZpdU/swOD3Lm4Y4efPVbLNf+9gW0Ji7eyAagmW3lLwJ3o9b9kUlJSZhId6bBeNhpJ8kWlZSSraOn4u/8nCzpHexMUUkpx+MzqnUNa7Uxj4Z5AHBYx0RQfUuOi6aoIB+3gDaYmKm5evoY18/9TkmxBjtXT/w79cTK3kn3sfHRHPppEUUFeVjYOuDZMgSP4PZ1HnNN3IyP4dCvP9Ehoh8+LduTkVz1MFPqjWuUFBVhaWuPrVPlZ/a4+2rnMNy82vi++f+2dRMJ1+LwaO6NR3NvQ4cjRIM0uKM7LZytuJKcS1xKxeEKC1Nj3hnaiphbOSzac+WurtPcSTuUkpKt36H+WmcHklgY1oiO2mGno3EZOrPabn4O9AxwwsTICFdbM9q421JcqvDxjsvcyCzQeU5Pe3PG3tMcI5UKB0tT2nrYYmlmzIaTiWw/X/WEIn1JT9RONLWwtWfrl7OJO3GoQv2xdcuIeOJlAu7tVenYq6eOcvXU0fLXUZtW4h7UjvufnYGlrUOdxl0dSmkpG7+Zh7mlNQ+MeuaO7TNTtLP1bR11d1GbmVtgbmVNQW42hfl5qC0s9RqvPq1dtYz4KzEUFuRzLf4KV6/E4OjswvRZczE2NjZ0eEI0CE/19CXA1RpLM2P8mlkR5GbDzcwCpq06xd87m1/sG0BzR0vGfHVU5+d/dXk5WtC7pfbLy2/n9PsZX+0MYe/evQDcc889mJubl7+urp49ZVa4vtzr68BDbV0pKinl24O6Z/j6O1vxYBvX8tcFRSV8vvsK227zA+RoaVrhGICff7/BtwevUh/rRArztDOl408eRqUyoseoyfh16kGxppAzv/3CqW1r2LVkHvbuXjh7azdms7RzJOzhMfh26IKtixvFRRpuXbnIkZ8Xk3jpNFv+O4shb3yCkZFhf4kd2bqOGzEXGTxpOpY2dndsrynUdnOaqqtexm2qNqcgNwdNA08uoo4e5GTkn4lfMzd3XnljDgHBrQ0YlRANS48g5/LlpADX0/J5/cfTnE3IqtCutYcNT3T3Zu3xBI7dRY+ysZGKDx9ph9rUmF9PJla6zt2qdnLRq1cvVCoV58+fJygoqPx1df2TnzVSWFhYaXWJWsdEt+rwdrDgrQcDMVKp+GLfFWJS8nS2+/7odb4/eh0zYxWe9hYMbu/G9AcC6O7vyNu/XNC5rPT0jWwiPjmAkQqa2ajpGeDEuC5e3OvrwKtrz5KUVbcrZJQ/xhdLS0q4d/g42vQeWF7XdeREclJvERu5j5Nbf6bP068D4NU2DK+2YeXtzCys8A3pgmdwCGvem0JyfDSxx/bp7O2oL5kpN9n14xJ8WoXQIaK/weIwlPc+WQhATnY28bHR/LDsa2a8OJExEyfz6BOVlxUL8U80YdFxAGzMTQhys2by/f6smHQPn2yJ5qs/JvAbqeC9EW3JLijmo191r5yrrrcGtaRTCweupubx7rrzdx3/31U7uXjiiSdQqVTY2dlVeC3ubO7cubz77rsVymbNmgV2NZu06GxlxkdDW2NrbsrqyATW/J54x2M0JQpXUvP4dFcspYrC8I4eDOvgzo9RN6o8plSBpKxCfoy6QWJWAe893IqXevsxY4P+fwD/ytT8z2VUuiZ0Bnd/gNjIfSReOl2tc7XtM5gDK/+Pa2cjDZpcbF7yX0qKixn41MvVPsZMrf27KCrUPYT11zqzBtxr8VfWNja0CQll1kefM/25caz49v/o2LkrQa0a9mZgQtSn7IJiIuMyeGZxFKsn38tLfQM4EJ3C6etZjOvhQxtPW9746QzpeUV3PlkVJvX2Y1RXb5KzC3nq20gy82t/rqpUO7lYunTpbV+Lqs2YMYOpU6dWKFOr1ez6v+PVPoeN2oT/DG+Du505m8/c5P/2xtU4jm3nkxne0YMe/o63TS7+at/lNPI0JdzjY4+JkapON9KycWoGgImZGgsb+8r1ztohm/xqbD4FYNdMOxk1LzNNPwHW0qWow5hbWbPp208rlBcXafcRyE5LYels7c/HiBffwtreETtn7d9FVlqKznNqCvIpyM3B3MqmQQ+J6GJiYkr4ff24fPE8Rw/ukeRCCB2KSxU2n0yibXM7erdqxunrWfRu1YzSUoUhYR4MDvWo0N7FxgyAz0Z3QFNcyje7r7DvUuXPj8fubc4r/QPJyi9i4reRXE3V3ft9t2RWZj1Qq9W1HgYBsDA14qOhrWnhZMme6BQ+3nG5Vucp28nT3qJmy/+yCopwszXHxtzkrrLlO3Hy0s6jKC7SUFKkwdjUrEJ9Ya52ydTt5iFUaP/HHA6TaravSwW5OcSfP6mzrrhIU15XlnA4eXhhbGpKXlYGWWnJ2DpWXDGSGBcNgKt35V1JGwNbO3sAsjLqfhWSEI1Vep7288DR6s/PbCMjFff4OVZ5TEcfewDWRSZUqnsoxI2ZQ1qTpynm2SVRXEjM1m/Af1Hr5OLVV19l7NixhISE6DMe8TemxireH9SK1u42HIlLZ/bmS5VmDldXh+baIa2EKlaL6OJup6aZjZqcwuI66Tr7KxunZjg19yP1eiw3Lp3Gq01YhfobF7XDIU7e1XvK7pXIAwC4eAfoN9AamrVqp87yjOQkPntxtM5ni5iaqWnRpiOXTxzl3OG9dHmo4hb6545oJ1QHhVbeaKwxOH0iEgA3Dy8DRyJEw9W5hTaJuPrHPhZPfH2syrY7X+9Jc0cLnc8WAegZ7My/H2lHSanCC9+dIKqaWxLUVq030Zo/fz6hoaG0bduWuXPnEh+v333JhXbyzswHgwnztufk9cwqJ2KWsbMwYWBbV9Qmld/WTt52TAr3AeB/Z29VqBvWwR1Hy8q9GV4OFrz9YDBGKhXbzt2qdVJTEyH9RwBw+KdF5Gb8OZyRcjWGU9vXAtA6YkB5+e+bV1caJikpLub4xhXERu7DxEzdaDfk6vqQ9u9i77rlpCZeLy+/dukskTs3YW5lTWjvhwwV3m2dO32CyCMHKP3b5mvFxUX8smYVu7f9ipnanPD7+hooQiEML9THnvAgZ/4+fdHESMWYbt4MDvUgX1PC5rt89EKojz3/HdMBlQpeXnGSA9Gpd3W+6qh1z8Vnn33GihUrOHr0KG+++SZvvfUW3bt3Z/To0TzyyCM4OBh+bwF9+fXXX5kzZ075a80fe+536fLnt8a3336bAQMGVDr2bgzt4E7PP5YmZeYX88p9urvAF+yNI7OgGAtTY6Y/EMALvVpw6WYOyTkazE2N8LK3wMdJOy7/Y2QCey9X/MF6JNSDFyJaEJOcS0JmASrA1VZNUDNrjI1UnLieydcH6id5DLy3N9fPRnHp0A5+nPUsbv6tKNZouBlzjpLiIlqG98e/U3h5+6PrlhL5ywpcfAOxcnChqCCPlGux5GWkYmxqRu+npmPl0Di3M/ZrF8a9/YdxZMtaFs54Fr92oZQUFxN7OhJFURj87PQG+1yRG9ev8tncWdja2RMQ3BobWzuyMjOIj40mLTUFMzM1L894FxfX+ttOX1Tt8IG9LF+8sPx1cZG2l/KFp0aXl4158lm6dJctBfTJx9mSDx9pR1qOhrMJWWTkabC3MiPYzZpmtuYUFJUw46fTJNWgt1mXr8aHYmFmzLXUPO5v04z72zSr1CYyLp2fj1UeSqmtWicXU6ZMYcqUKcTGxrJ8+XJWrFjB/v37OXDgAC+99BL9+/dn9OjRDBo06K7mGzQEycnJHDlypFL5X8uSk/W/yZSN+s+3p2eg7p0pAZYevkZmQTHpeUUs2BtHh+a2+DpZEuxqjUqlIi1Xw84LyWw8ncSJ65XXMi86eJUuvg4Eu1rT2ccetYkRWQXFHL+awc6LyWw7l1wv+1yU6TVhKm4BrTm393/cuHgKVCqcfQJo1fNBgrtV7IUIHTiKW7HnyUhKIOVqDIqiYOXgTKueD9H+gaHYuzWv4iqNQ/9xk3Hz9efo1g3Eno7C2MQEv7ah9Bw2tkE/cr1tSBgjxz7FmRORxMVcIiszAxNTU5q5edCt1/08PPxx2Z2zAclIT+f82cqrsP5alpEu82P07VhsOgt+i+GeFo4Eu1tjb2lGUUkpCen5bDl9k+8PXNXLhEu7P3qmvZws8XKqegK4PpMLlaIoevu9ERkZyfLly1m9ejVJSUmoVCpsbGwYNmwYixcv1tdlmoyITw4YOgS92vNKdwDm7218W1LfztSe2h6jlVHX79CycRkVqk28Lt2sm9nihhLkqv3wrMau+I2K+R/fNa6n1/0TmetTcwftl8+m8n5pNBo++XguAKvzOlNC09mF9uK/+1W7ba3nXOgSFhbGJ598wvXr19m2bRuPPvooWVlZLFu2TJ+XEUIIIUQDptfkoszevXv58ccf2bp1a12cXgghhBANmN72uThx4gQrVqzghx9+4MaNGyiKgo2NDU888QSjR4++8wmEEEII0STcVXJx5coVVq5cycqVK7lw4QKKomBqasqAAQMYPXo0gwcPxtzc8BsYCSGEEKL+1Dq56Nq1K0ePHqVsPmi3bt0YPXo0jz76KI6OVe8eJoQQQoimrdbJxZEjR2jZsiWjR49m9OjR+Pr66jEsIYQQQjRWtU4uIiMj6dixoz5jEUIIIUQTUOvVIn369CEiIkKfsQghhBCiCah1clFcXEzz5o1790MhhBBC6F+tk4s2bdqQkKC/rUKFEEII0TTUOrmYMmUK+/fvZ//+/fqMRwghhBCNXK0ndPbo0YOJEyfSr18/Jk6cyMMPP4y3t3eV+1p4e8tDioQQQoh/glonF76+vqhUKhRF4YsvvuCLL76osq1KpaK4uIk8lUYIIYQQt1Xr5KJnz56oVCp9xiKEEEKIJqDWycXu3bv1GIYQQgghmoo6eSqqEEIIIf65JLkQQgghhF7Velhk9uzZ1W6rUql4++23a3upJkmj0WCklBg6DL3SaDQAKCVFBo5Ev8ruq7S4ad5XcZHGwJHol0aj/VjTNLE55Eal2v8WNbn3Szt3r6m8X0WaP98fY5reZ7yZmVm12qqUssea1pCRkVH5ahGdJ/5jsqeiKKhUKkpKmtZf8t169913DR2CEEIIUSOzZs2qVrta91wsWbJEZ3lpaSnXrl1j+/btHDhwgMmTJ9OpU6faXkYIIYQQjUytey6q46OPPmL27NkcOnSIdu3a1dVlGiWNRoPzkM8NHYZepayfAsDLGy4YOBL9+nRwSwDm/hZr4Ej0a8Z9fgCcv5Fr4Ej0q5WHFQAXk5rWfQW7ae+rqb5fCRmFBo5EP4qKili1SPvZ/tnmZIqbUKd9ysH51R4WqXXPRXW89tprLF68mDfeeINffvmlLi/V6JiZmVFU2rT2CSn7oVOM6vTHqt6V3ZfKuGnel4lp05pLIvfVuJTdl6lpnX3PNZjiEihqQslFdRMLqIfVIu3atZPnjwghhBD/IHWeXMTExMjW30IIIcQ/SJ0lF+np6UybNo0TJ05wzz331NVlhBBCCNHA1HoQ2c/Pr8q6nJwcUlNTURQFCwsL5s6dW9vLCCGEEKKRqXVyERcXV2WdqakpXl5eRERE8Prrr9O6devaXkYIIYQQjUytk4vS0lJ9xiGEEEKIJkLvcy4KCgpISkqSSZxCCCHEP1S1k4vs7GyOHj3KpUuXdNZHR0fTr18/bG1t8fT0xMbGhscee4zExES9BSuEEEKIhq/aycV3331H165d2bRpU6W6pKQkwsPD2bFjB8XFxSiKQmFhIT/99BO9e/cmPz9fr0ELIYQQouGqdnKxZ88ejIyMGDNmTKW6OXPmcOvWLRwcHNiwYQPZ2dlERUXRqVMnoqOjWbBggV6DFkIIIUTDVe3k4tSpU7Rr145mzZpVKC8tLWXVqlWoVCo++OADHn74YaysrOjQoQNr167FxMSE9evX6ztuIYQQQjRQ1U4ubt26RXBwcKXyU6dOkZGRgYmJCY899liFOk9PT+69917Onz9/95EKIYQQolGodnKRm5tLUVHlB+ZERkYC0L59e2xtbSvVN2/enKysrLsIUQghhBCNSbWTCxcXFy5cqPwo7f3796NSqarc4rugoAA7O7vaRyiEEEKIRqXayUXZ8MZfH52enJzM2rVrAejbt6/O486dO4eHh8ddhimEEEKIxqLaO3S+8MILrFu3jpEjR/LII4/g4uLCmjVryM7OxtvbmwEDBlQ6JjY2lkuXLjF27NhqB6RSqardFsDHx+e2W5HXB5VKVedxONtZMG1kZx7q4oeXiy35mmLib2ay+8Q13li0t7zdhWVP4eN6+56iK4kZtJ6wuEKZSgVPPtiOsQ+0oZW3E+ZmJiRn5LH/TALzfzrGqdhkvd6Pt705LZtZ4etoga+DBQ6WpgA8t+aczvYOFia0c7fB18ECX0cLXG3MMFKpmL8njuiUvCqvY2Kk4r4AR8Ka29LMRo2xCjILirlwK5etF1NIya081FdXUuMvcW7HGpJjzlGQk4mJ2hx7D1/8uzyAX5f7K/3sl5aWcHH3RmIObScnJRETtTmuge1pP2A0dm7e9RZ3bb39ytOcPRlZZf1bH35O6D3d6zEi/cvKzGDKuOFkZqTj5tGcr1ZuNHRItdYU369LF84RefQQF86e4cK506Qk3wJg5+FTBo6sorDW3rwy7n66dfTH2d6a3IJCzkbfYNmGw3y/8XCl9p7N7Hn96f70796aZk42pGXmsePQed5f+D/ib6RWam9pbsbgPiF0butLpzY+tA/2RG1myntfbeb9hZvr5J6qnVz07t2bd955h3fffZfly5ejUqnKH0y2ZMkSTEwqn+qrr74CoF+/ftUOaNy4cZXK9u/fT0xMDCEhIXTo0KFCnbOzc7XPDfWTCOhbx4BmbHx/OM52FpyNS2HTocvYWKpp5ePIlKGhFZKLdfuicbKz0Hme8HbN8XWz48CZhEp1q956mMHdA8krKOLA2QSycgtp7ePMo71bMrRHII/M3sjWY1f0dk8PtnKmg0flOTpV6ehpy8gQtxpdw8RIxSs9ffBzsiRPU0J0ci7FpQpe9ub0aOFAWHNbPt0bz9WMgpqGX2NXfz/A/iUfopSW4ujlj0tAGwpzMrl1+SzJMWdJuniC7uOnl7dXSkvZ/+1crp08hJmFFR5tOlOYk8XVEwdIOHuM+1+ci7Nv5QnWDVGXnn2wsLCsVO7k3ExH68Zlyf99QlZmhqHD0Kum9H59v3ghB/fuMnQYtzWkTwe+/3ACJibGRJ27yoGoyzg7WNO9YwDdQwO4795gJry5rLx9a393tnzzIi4ONsQlpPC/fWdp0dyZsYO6MKh3CA9M/JTTlyp+xgd4u7D4vcq/W+tSjZ4tMnPmTAYOHMjatWtJTk7Gy8uL0aNH06JFC53t1Wo1L730Ev3796/2NZYuXVqpbPz48cTExDBkyBDeeeedmoTc6DnbWbDhvWFYqE0Y8c56fj0cW6G+U1DFX7gz/pJo/JVKBTHLnwFg5W8VV+8M6OLH4O6BxCVlct/UH0hMyy2vmzqiE+9P7Mmnk++j1fhv9XFLAFxJzSchs5D49Hzi0/J578FATI2rHqVLydWwMzqV+PR84tILeKyDG61drW97jfAWDvg5WRKXls9n++IpKNY+D0cFjAxxo3eAI8Pbu/LJ3ni93ZcupSUlHPvx/1BKS+k2bjotOvcqr8tMusq2+a8Rd3w3/t364hYUAkDM4e1cO3kIGxcPHnjlIyxsHQBtkrLv2w84uOw/DHzrK4yMjes0dn0YP+kVmrk1vaHRk5FH2LX1F/o+PIxtv6w1dDh605Ter9ZtQ/ALCCK4VRtatm7LqKH9KdJoDB1WOWNjIz6d8QgmJsaMn7GU1VuOl9cFt3Bl5+KpPPZQZ5asO8je49EALP1gPC4ONixdf5AX3vuBkhLt59pzj0Uw//WRLP1gPJ0f+YDSUqX8XNl5hSxZd5DIs/FEno2nf3hbZj0/sE7vrcYPLgsNDSU0NLRabefMmVPjgERFb43piou9JS99sbNSYgFw/FJStc7Tu4M37k7WJCRns/vE1Qp1Pdo2B+DbzacqJBYA838+zvTH7sHXzQ4XOwuSM/Wz2+q2S5W77m7nVGIOpxJzyl8rym0a/yHAWfvta2d0anliAaAAm87doneAI74Ount59Cnr5jUKsjOwdW1eIbEAsHPzpsU9vbm4eyOp8dHlycX539YB0HHIk+WJBYB3x+40b3cv108f4fqpw3h3bFzd1E1FYWEBC+a9j5evH0MefaJJJRdNyeNPPGnoEG4r2NcVVydbLl5JqpBYAFy8cpMfNh9l8qjedGrjw97j0XTr4Ee7IE9SM3J59aOfyxMLgAU/7GFkv1C6dvDnoZ5t2bT7dHndlespPD97Zfnr+7u2qvN70/uDy+pbamoq06dPJzAwEHNzcxwdHenfvz/btm2r0G7p0qXlY9rx8fGoVKryP7169Spvd+LECV577TXCwsJwcXFBrVbj5+fH888/z40bN+rz1jA3M+Hx+1qRk6/hu21n7+pcj9+n/WFavftCpV/MhUUltz1WUaC4pJTMvIaT8VdHcemdM5Acze3vXR+MTEyr1U5tZQNATkoSWUnXMDZV49m2c6V2Xh17AJBw5oj+ghQ1snrp19xMTGDS1DcwNq71w6XFP1xhUfUe8Jmaqf3S17GVdq7V7+evkptf+fN4zzFt78bAiPZ6irD2GvW/ioSEBHr27ElsbCze3t4MGTKE5ORkduzYwdatW5k/fz6vvPIKAAEBAYwbN45ly5ZhZWXFiBEjys/TsmXL8v//8MMPWbNmDe3bt6dHD+2H+IkTJ1iwYAHr16/n+PHj9bb6JSzQFVsrNQfOXKdAU0zfTr70CfVBbWrM5YR01uy9VKmnQRdzMxMGdQsAYNVvlTc02xEVz+uP38tTD7VnxY5zlYZFHGzM+X77WTR3SEIamvM3c7jH244+gU6cScqpMCwysLV2/PhgXEadx2Ht7Ia1sztZN69z5djuSsMiV47uwszSGq+QbgCkJ2jntth7+GCk4xeXo5f/H+3i6jx2fdixeT3ZWZkYqVR4ePlwT/deuLi6GzqsWouLucSGH5dz34ODaNM+lJuJ9fulo641tferIbtyPYWYq8kEt3Dj0f6dKg2LPPbQPaRl5rLxt5MAWFqYAZCRpXsSe9ofSUi7IM86jvzOGnVyMWnSJGJjYxk1ahRLlizBzEz7F79//3769evH9OnT6d27Nx06dKBHjx706NGDZcuW4ezsrHNuB8Czzz7LZ599hqura3lZaWkp7733HrNmzeKtt95i8eLFOo/Vt5Y+jgAkZ+Tz48xBPPxHglDm3fE9eO7Tbfy4++JtzzOomz+2VmpOxSZz5kpKpfr9p68z/6djTB3ZmTOLn2T/mQSy87QTOv097Plu2xle+uI3/d1YPTlyNZPWbtZ09rLj/QcDiUnNo6hEwdvBHFu1CdsuprD5vH5XwehiZGRM17FT2fPVOxxc9jEXfluLjYsnBTkZ3Lp8Fjt3b7qOeaW85yI3XRuTpb2TzvNZ2msnMeem3arz2PXh5+WLKrxe9tUnjBj7NI+MfdpAEdVeaWkpX348Bytra8Y9+5Khw6kTTen9auhKSxWenvk9a/47iaVzx/Pi2PuIuZaMyx8TOs9fSeSZmctJ/yOZSEnXDg17uzvqPJ+vp9Nt6+tTo00uYmNj2bRpE9bW1nz++efliQVAjx49mDRpEvPnz+fLL7/km2++qfZ5e/fuXanMyMiImTNn8vXXX7NxY/0tNXOwNge0Ey5LShVe+mIna/ddwlJtwqRBHXllRCe+mdafC1fTbrtU9PH7WgOwaqfuZZ4Ab367jxspOcx9uid9O/mWl19OSOe3qKsUaKrXfdeQKMCSowmk5RXRL9iZdu425XVX0/O5kJxLNaZu6EUz/9bc//K/2fvNe6RdiyHtWgwARiYmuAd3wNr5z4m5xYXaeS3GZmqd5zIxM6/QrqFq3T6U+x8aQnCbEBycnEm9dZODe3fw8/Jv+WHJAiwtrRg4fJShw6yRX9f+QPSFs0x5/R1s7ewNHY5eNcX3qzE4dDKWvhM/ZfW8pwlt7U1oa+3QR6GmiN8OX+RKwp9fCPdHXQYgrI0PLf3cuBD755w7C3NThj2gnQ9pY6X7s6M+NdrkYv/+/QD0798fR8fKWdrYsWOZP38++/btq/G5U1NT2bhxI2fOnCEjI4OSEu1wQFFREampqaSlpem8ZlUKCwspLCysUKZW3/nNL5sjYmpizDuL9vL1ppPldW8s2ot3MxuG9wzmlRGdmPDR/3Sew8XOgj6h3pSUlLJ6V+UdVgHMTI359tX+DOkRyL9XHeG77WdJy8onNNCNec/1Zum/HsLD2ZpPfj6u8/iGytLUiGe7euHjYMGPJ5KISsiiqKSUAGdLHu3gzgvdvVl8NIHI63W/PX3c8d0cWv4pzr4t6T7+NezdfcjLTOX8zrWc/20dN6NP0XfqPIxNqzc/ozF4fMJzFV57ePkwYvRTBAS1Zvbrk1m9bCEPDByGWm1uoAhrJvlmIiu+/T/ahITR58FBhg5H75ra+9VYPNI/jIXvjOHo6TjGzVjKuZhE3JvZ8fLYPrz8RB96dgqk9/j5aIqKiY6/xYadJxjcpwM/f/Isk99bReTZeFo0d+bjV4fjZGcFUGGliKE02uSibHKlr6+vzvqy8oSEyns63M6qVat45plnyMnJqbJNdnZ2jZKLuXPn8u6771YomzVrFnD7fR5yC/7c4Om77ZUndH637SzDewYT3q55lecY2aslpibG7IiMq3J+xvRH72FERDBfrIviveWHysv3nrrGsJnriPp6HG+O6cp3286QmlX3e0Loy4j2bgS5WPHTySR2xaSVl59KzCEj/xqv39eC4e1c+T0hi7r8t5h1K4FD33+C2saOXs/NwlStXaFi28yTex+fQn5mGglnjhJzeBtB4QMw+aO+RFOo83zFGu17UNausenQuSv+wa2JuXiO6PNnaNuhk6FDqpaFn35IcXERz019w9Ch1KvG+n41Bv7eLnwzeyzJadkMe3FB+STNmKvJTHn/B9xd7BgQ0Y5xQ7rwzU/aL9ST3l2Bo70V4WGBbPn6xfJzZeXk8+Zn6/no1eFkZBu+V7PRJhd3UtOdPkG7imT8+PEAfPrppwwYMABPT08sLLQf4t26dePQoUMo1VkH+RczZsxg6tSpFcrUajX/HvzlbY+7elP7jTq3oIgUHUtA4/+od7GvvOFNmbJVIromcpYZ9UebdfsvVaq7lpzNsQtJ9O7oTcdAV3ZE1u2eEPqiAjp5aZO3qITKPRNXMwpIzS3CxdoMFyszbubU3UqY+Mi9lJYU49EqrDyx+Cvv0HASzhzl1uUzBIUPwMrBBYC8DN3LdfMytN2kVo6Nb1OjMh6e3sRcPEd6auU5QA3V8UP7sLK2YcH8DyqUF/2RBKalJPPmS9p5Ca/OnIuDU802+GvIGuP71RiM7BeGmakJ2w6e17n6Y832KAZEtKNHaEB5cpGRnU/fiZ/Rr0dreoYFYmttwZXrKfyw+RjBftrh1XMxifV6H7o02uSibMVGfLzuX3ZlO3B6elZ/1uzmzZvRaDS8+uqrvPRS5clasbGV95moDrVaXa1hkL87GaOdsGdhZoKZqXGl1RqONtruyZwC3VtYB3ja0ynYjdyCIjYcuFzldTydtZtRZebq/gWblaf98CybA9IY2JiblG/KlV9UqrNN/h9/n5ZmdbsRVVkyYGphpbPezFybHGrytL1lDp7aTekybsRTWlJcacVI2XwNB0/fugi3XuTkaBM+tXnj6n3JzcmucotsjaawvE7TgDZq0ofG+n41dJ7N7AFtr4MuWTnaXkp7m8pfILfuP8fW/RXn0Y0b2hWgfMMtQ2q0yUXZMtEtW7aQkZGBvb19hfrly5cDEB4eXqHc1NSU4mLdkxPT09MB7WPi/27v3r3cvHnzbsOukWvJ2ZyMuUWIfzPC2zVnZ1TFRKrHH8MhJy/rXjVQNpFz48HLFYZY/u5meh7erraEBrpyNq7iNxMjIxUh/tpvyGU9JY1BnqaEopJSTI2N8HEw51JyxaVb5iZGuNpoE77UvLp9vkjZJlhpV3X/g0/9o9zKUbtCydrZDVs3L7KSrpFw5hheIV0rtL/2u/YbjGfbe+sq5DqVmZHO+VO/A+AX1PIOrRuO9bujdJbfTLzBs48PbPTPFqlKY32/GoObqdrP1LJJnH8X1kZbHp+YprP+ryzMTRk/pBuFmiJW/GL4PXAa7SZafn5+DBgwgOzsbF566SWKiv78BXHo0CEWLFiAsbExkydPrnCch4cHN2/eJCMjo9I5g4KCAG1ikpv75/yEhIQEJk2aVDc3cgef/KSdRDn36Z64Of75zbe9nwsvDQ8DYNHmkzqPfay39oNg5W1WiQD8ckjbqzHziW4EeNqXlxsZqZg9vge+bnbE38wkspq7gTYExaUK525q38MR7V2xNf8zjzYxUvFYRzfUJkZcTskjq6BuV8I0b98FgFuXz3Bp368V6lKuXODCb+sBKuy22eq+oQD8vn4xBdkZ5eVXTxzg+ukj2Lh4lJ+3Ibpw5iRH9u8qnwxd5lbSDf49cxoFBfl07haBs4trFWcQ9UneL8PYtFv7ALXwsECeHtmjQt097XyZMvo+ANbt+L28PMC7GTZWFXuRHWwt+f7DJ/F2d+Sjb7eRcCujbgOvhkbbcwGwcOFCwsPD+e6779izZw9du3YlOTmZ3bt3U1JSwrx58yo96GzQoEF8/vnnhIaG0q1bN8zNzQkODmb69OkMGjSINm3acPz4cQICAujevTsFBQXs2rWLDh060K1bNw4ePFiv97h69wX6hPkw9oE2RC0cx+HzN7AwM6FLaw/MzUz4dvMp1u6r/I24Syt3/DzsSUzL4bffr+o4858+WHGY+8N8CfZy5NiCJzh87gbp2QWE+DfDz8OevIIinp2/jRI9znps62bNQy3/HJM2NtLOkXmtl2952eYLKZxJ0g4V2JqbMKnLnz1KZb0Oj3d0p+CP4Y3TSTn878KfPS8/n0rC19ECL3sL3unrz5W0fDQlpfg6WGBvYUpOYTGrfq/7sUlHrwBa9RnG+Z1rObb6/7i091fs3LzIz0wj5coFFKWUgO79cW/ZsfwY/y4PcOPsMa6dPMQvc57FLTiEwpwsbl4+g7Gpmm7jpjXo54rcuB7PFx+9g72jM36BLbGytiH5ZiKxl86j0RTi5evPc9PeNnSY4g9N9f06fGAvyxcvLH9d/MeX0BeeGl1eNubJZ+nSvWe9xwZw4sJ1Plm2g1fG3c9/33iMZx/pyYXYJNxd7Li3fQuMjY1Y9PN+dh35cy+jRx/sxLTx9xN57io3bmVga21B947+2FiZ892Gw8z9ZovOa62e9zRuztp5aO4u2idnTxjalb7dtHPuklKyeHRa9bdtuJNGnVx4enpy7Ngx5s6dy/r161m7di2Wlpb06dOHadOm0bdv30rHzJ07F0VR2LBhA6tXr6a4uJiIiAimT5+OmZkZ+/bt48033+R///sfmzZtwtPTkylTpjBz5kweeughA9wlPDNvK4fO3uCph9rRs70XiqJw4vItFm0+xYodunslHvtjkuZPuy/ecVlSWnYBPV5cwUvDOzGoWwCdgt0wMzEmKS2X77efZd6Px7h47c7dcjVhrTamhVPlccS/llmr//zlaWKk0tne3fbPuSxJ2RXHuVNyi3h/Rwx9g51p42pNgLMlKiA9v4jdMWlsvZhCRn797N8ROvQpXPxaEb3vf6Rdu0zWzeuYmlvQLLAtAd364dupV4X2KiMjejw1g4u7NhJzeDsJZ45hYmaOd4dutH9oDHbuDfuR60Gt2tJv0Eiiz5/m8sWz5GZnozY3xzcgiG4RD9Bv0AhZ0tiANNX3KyM9nfNnT1cq/2tZxh/D4YbyxqfrOXwylokjwunYyosgH1ey8wrYFxnNknUH+XFLxTk+u49dJCTYk46tvOnc1oecPA2HT15h0c/72Lir6kfJh7Rsjo9HxY35PF0d8HTVDtvqelT73VApNV36IPTGov98Q4egV/lbtCtinltz+2GYxmbBcO3cldnbq54U2xjNfEC74+vZhDtvId+YtPHUDh+eT2xa99XKXXtfTfX9up6ue+l1Y1NUpOG7BdrP9nm/JNPInppwW/m/f1Htto12zoUQQgghGiZJLoQQQgihV5JcCCGEEEKvJLkQQgghhF5JciGEEEIIvZLkQgghhBB6JcmFEEIIIfRKkgshhBBC6JUkF0IIIYTQK0kuhBBCCKFXklwIIYQQQq8kuRBCCCGEXklyIYQQQgi9kuRCCCGEEHolyYUQQggh9EqSCyGEEELolSQXQgghhNArSS6EEEIIoVcqRVEUQwchhBBCNAUajYa5c+cCMGPGDMzMzAwckWFIciGEEEIIvZJhESGEEELolSQXQgghhNArSS6EEEIIoVeSXAghhBBCryS5EEIIIYReSXIhhBBCCL2S5EIIIYQQeiXJhRBCCCH0SpILIYQQQujV/wPRIvM2MuM7pwAAAABJRU5ErkJggg==",
+      "text/plain": [
+       "<Figure size 560x210 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 280x210 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 210x280 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 560x280 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 560x280 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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di+M///lPU4XXYLW1Zs6dOwdousW3Q1e+R48egGZOqaFkvGjRIuD6anLV5HJ5jR/I1UMV1Ut23mjnzp1kZmY2JOSa3fJ9YuG2dOPjba+//rre421qtVpasWKFFBERcUc+3vbBBx9IKpVKZ/vu3bulwMBACZCmTZtmoihvzYwZM6RXX31VOnfunN62ixcvSp06dZIAafTo0U0eW01TXYYOHSoB0uOPP67zqOGePXske3t7g1NdgoKCJCsrKykvL0/vPH/99ZcESB06dND5fb148aL26R4MrI+CeLxN+Le4uDjJ29tbAiQ7Ozupf//+0qOPPioNHTpUW25jYyNt3rzZ1KHW2aZNmyRXV1cJkDw8PKThw4dLDz/8sBQdHS0Bkkwmk6ZMmWLyuXH19eKLL2r/uJs3by6NGDFCGjNmjNSjRw9JLpdLgBQeHi5dvHixyWOrKfldvHhRCgkJ0SafMWPGSP3795csLS0lQPrkk0/0jvX8889LgBQSEiKNHTtWeuqpp6SPP/5YkiRJqqiokFq3bi0Bko+PjzRq1Chp6NChkp2dndStWzepW7duIvkJdVdUVCTNnTtX6t27t+Tp6SlZWVlJLi4uUufOnaWZM2fWuGrZ7Sw7O1t6++23pZiYGMnJyUlnFbivvvrK1OHdkqysLGnhwoXSY489JrVt21Zyd3eXrKysJDc3N6l79+7Sxx9/rNd6byo3e7Y3OztbeuWVV6SwsDDJ2tpacnFxkQYOHCht2LDB4LGKi4ul5557TgoMDJSsrKz0VrLLzc2Vnn32WSk4OFhSKBRSaGio9Nprr0klJSU1rozX0OQnXmkl3NE++OAD3nzzTby9vdm7d+8df5dXaDoi+Ql3vBdeeIGvvvqKiIgIdu/efVc94SI0HpH8hDueJEl8+eWX5OXlERMTw/3332/qkIQ7gEh+giCYJTHPTxAEsySSnyAIZkkkP0EQzJJIfne5iooKZs2aRUVFhalDMSpxXXeW2/G6xA2Pu1xhYSHOzs4UFBTg5ORk6nCMRlzXneV2vC7R8hMEwSyJ5CcIglkSyU8QBLN0d7zxUaiRQqFg5syZKBQKU4diVOK6GkapVDJ79mwApk+frrMQUWO4HX9e4oaHCf1yMN3UIRjVkx2bAVB+d7xEWsvmWhNh1sYk0wZiTFWVyA78CUBisyFIFndPO2jJ+Jg61RPdXkEQzJJIfoIgmCWR/ARBMEsi+QmCYJZE8hMEwSyJ5CcIglkSyU8QBLMkkp8gCGZJJD9BEMySSH6CIJglkfwEQTBLIvkJgmCWRPITBMEsieQnCIJZEslPEASzJJKfIAhm6e55g2EjOnz4MJs2beLAgQMcOHCAjIwMAEz9HtjL58+wf82fZJxNoLSoALnCBs+AENr2HkTbXoOQyWTaumt++JiEXZtqPNbAJ14gpv99TRH2LSkrK2Pvnt3s2L6V+COHuXzpEhaWljQLbEb/AQN5fPwT2NnbmzTG3PRzXDkdT07aWXLSz1KWnwPAI1+t1qsrqdVkJZ8iI+EAmWePUXT1EuoqFXYuHvi0aEfkPaNx8PDR22/LF69z9VzCzQORyXjky1VGuSZrSxlRfk7EBjrT0sseDwdr1GqJzCIl+9PyWX3qKhWVap193O3kxAY6E+ZhR4SHPb7OCixkMt5Zn8SpzOI6n3tklDcPx/gB8NWuVOKS84xyTdVE8quD9957jxUrVpg6DB1nDuxixdfvI6nVeAdHENCiLaVFBVw8c4KLZxNIOxnPfZOn6+0X0rYD9i6ueuVuvoFNEfYtW7dmNe/MfBOA0NAw+vTtR3FxMceOxvPdN1+xft0afp6/CHd3d5PFmLB+MRkn9tWpbnHOFbZ88ToANk6ueDePQiazICf9LOd2ryf18A76TJqFZ1hrnf18I2Oxd/M2eMzcC+couJymt09D9Ah145lumjd0X8wv4/CFAmzlljT3tOehGF+6h7gya0MShTe8vrtzkAvjOwU06Ly+TgoeiPJBLUlY3PAhbkwi+dVB165diYqKomPHjnTs2JHg4GCTLr6srqpi4/wvkdRq7ps8nVbd+mm3ZWek8dt7/+HUnq1E9bmXoFbtdPbtct8YmrWKbuKIG87KyopRDz7MY+PGExoWpi3PyrrKc88+w+nEU8z56EM+mvOJyWL0CGmJi38w7s0icAtqzsqZT6KuVNVQW4ZPyxgi7xl9LfFp/sCrVCoOLvmGlP2b2bNgLvfN/BELy+t/pq0GPljj+TfOfRmAkI59jXZNlWqJzWeyWZt4lYyC67/zLrZWvN4/jBB3O8Z39OerXWnabZnFFaw5dZXz2aWczy7lyc4BRPvXb63eiV0DKVVWkZRVQsdmLsa6HB0i+dXBa6+9ZuoQdORcSqe0MB8330CdxAfg4R9E6279ObzxH64kn9FLfneq4SMeYPiIB/TKPT29eOPNt3l87Bi2bN6ISqlE3siL8dSk1YDRda7r6OlL3ynv6ZVbyuV0eOhZLh7fS2leFtnJiXhFtK31eEVXM8hJO4ul3JrAmB71ivtmdp7PZef5XL3y/LJKft5/gfeHtKBTkAuWu9OpUmuGgQ5fKOTwhUJt3foODvWLcKeVjyNf7UylrZ9jQ8K/KXHD4w5kKZfXqZ6NQ/0+be9UzVu0BDQrkuUX5Js2GCOwslbg6KkZ6yot0E88hqQe3A6AX5tOWNs2zdhnWm4ZANaWFjgqLI1yTGcbK8bG+nHiUhFxKcYd4/s30fK7A7l4+eLi5Ufu5Quc2rNVr9t7cs8WbOwdad6hu96+Zw/FcebgLiS1GmdPH8Lbd8Hdr1lThm90Fy9eAMDKSo6zs4tpgzECSa2mJC8LAFsn/fFZQ1IPbQcg2Ihd3tp4O2qWoaysUlNcUWWUYz7ROQBrKwt+2nfBKMe7GZH87kAWFpYMnTSVpXPfYtW3szmwdimuPv6UFuZz8cwJ3P2DGDpxKrYGWn6HN/6j8/32JT8R038Y94ybgoWlcT69m9rvC38FoHuPHo2+/mxTSDu8g4qifBQOzniERNZaPzslkeLsy1jbO+HXKrYJItS4N9ITgKOXiqhUN3zmQ/sAJ7oGu/Jn/GWuFDX+mLpIfneogOZtePTNT1j++SwyU5PITNWsKWtpJSe4TXtcvHx16nsHheMf3opmrdvh6OZJSX4uyccOsmvpfOI3r8LSSk7/x541xaU0yK6dO1j+91KsrORMef4lU4fTYCV5WRz5+0cA2g4dW6chjpQD2wAIat9T5+ZIY2rn70TfCHcqq9T8GX+5wcdTWFnwVOdALhWUsyIh0wgR1k4kvyZQUVGhd3e4oSvXn9qzlbU/zsUvLJL7pryBh38Qxfk5HFizlINrl5J+6hiPzfwcK7mmJdRh8Eid/V28fGk/YDiBkVEseHMyRzatoOO9o3By92pQXE0pJfk8b7w2FUmSePnVqbRo2dLUITVIZUU5cT99SEVxIQFRXYjoMaTWfdRVlaTHxwEQ3KlfLbWNw89JwfM9g7CQyfj1cAZpeWUNPuYj7X3xcLDm3Q1JRmlF1oW44dEEZs+ejbOzs87X7Nmzb/l4uVcusuaHOdg6ODP61ffxC2uJtY0tbj4BDH7qJcJiupCZmsSJHRtqPZZnQDDh7bugrqoi7WT8LcfU1DIzM5n8zNMUFhYwbvwTjB033tQhNYi6qpK4X2aTm56EZ2gruo6fWqf9Lp06jLKkEEdPPzyCWzRylOBqJ2f6gDAcFFasPnmVdYlZDT5mmIcdg1p4svN8Liev1H0SdEOJll8TmD59Oi+//LJOmUKh4Lfjt9a8T9y7HXVVJaFRHbC2sdXb3rJzL87H7+PC6ePE3FP7Uxuu3v4AFOfX7c6iqRXk5zPp6Se5dCmD+x8YyStTb6+pSPUlqdXsW/gZl08dxiUglF7PvI2Vdd16BqkHNV3eprjRYW9tyYwBYXg5KNiWlMPCQxlGOW6MvxMWFjICXWx4e1C4zjZ/ZxsARrb1oV+EO8cyiozWLRbJrwkoFIoGd3NvVJSbrTmuneEpDYprUx3KS+r2KVpeqqknV9gYIbrGVVpSwuRJT5N8/hz97xnIzHfe13mM7050eOkPpB3egaOXP30nv4u1nUOd9lOVlXIp4QDQ+MlPYWXB9HvCCHSxZX9aPj/sTTf6OULc7Wrc5u9igz82ZBUrjXY+kfzuQNWPp11JOWtw++VkTbmzp+HHoG5UqVJy/uh+AHyCI4wUYeNQKpW8+PxkEk4cp1v3Hvx3zidY3qF3qKsdX72QpF1rsHP1pO+U97BxdKnzvulH46hSKfEIbWXwOWBjsbKQMbVfKBGe9hzNKOSLnakY87H2pceusPTYFYPbnu3ejD7h7o3ybK8Y87sDRbTvBsCF0yeI36z7AHvGuVMcWr8MgBadegGaJ0IS4jZRqdL91CwtzGfl1x9SlJOFV7NQ/Jsb75lQY6uqquK1qS9zYP8+2sd24NMvvjbZkxzGcnrrP5zcsAQbJ1f6Pfc+9m71u9lUPbHZmI+z/ZtMBi/2CqatryOJmcV8si1Z+yTHnU60/OpgzZo1vPfe9UeRlEpNEunSpYu27K233mLo0KFNEo9PSASdhjzIgbV/sXH+lxzZvBJ3v2YU5+dwKSkRSVIT3XcowW3aA1CSn8ea7z9my8Lv8AmJwM7JheK8HK6kJKEsL8XRzZP7n3/rtu4+Lv59EVs3a95K4+LqyofvvWOw3stTp+Hq6taUoWllJBzk5IbF2u/VVZqH/Td+8oq2rPWgMfi36UjexWTi//kZAAd3b05u+NPgMcO6DTT4ooLSvGyyziVgYWVFs/Y9jXkZOga39KRTkAsAReWVPNXF8AswFh3KoOjaRGcXWyte7Ruq3ebnrBnyeapLAGUqzRtgjlws4O9bHPM2FpH86iArK4v9+/frld9YlpXV8Lte9dH30Yn4R7QifutqMlOSyL18AWsbOwIjo4juc6/OUx+uvv50GDySS+cSybqQSllxIVZyOa4+AYTHdKHD4AewsW+8ZyiNobDw+rOi1UnQkElTnjNZ8qsoLiAn9Yxe+Y1lFcUFACjLiqnuO2annCY75bTBY3pFtDWY/FIPb0eS1Pi36lznMcJbYW99fVihOgkasvToFW3yk1tYEOGpPx4d4HL95lxGQbnxgrxFMsnUL6UzY78cNP6gsSk92VHzmNwNbze6K9hcayLM2phk2kCMqaoS2QFNazOx2RAki7unHbRkfEyd6okxP0EQzJJIfoIgmCWR/ARBMEsi+QmCYJZE8hMEwSyJ5CcIglkSyU8QBLMkkp8gCGZJJD9BEMySSH6CIJglkfwEQTBLIvkJgmCWRPITBMEsieQnCIJZEslPEASzJJKfIAhmSSQ/QRDMkkh+giCYJfEae0EwQ0qlktmzZwMwffp0rO/wlfBuhWj5CYJglu6eVUvuQGeulJo6BKNq4WMHQHHF3dWZcFBolvSc/PcpE0diROpKqpe0f3bpybtqAaNfxrStUz3R8hMEwSyJ5CcIglkSyU8QBLMkkp8gCGZJJD9BEMySSH6CIJglkfwEQTBLIvkJgmCWRPITBMEsieQnCIJZEslPEASzJJKfIAhmSSQ/QRDMkkh+giCYJZH8BEEwSyL5CYJglu6eNxg2otLSUjZu3MiqVauIi4sjLS0NS0tLwsPDGTVqFC+//DIODg5NGtO5M6c4emgfZxNPknQ6gZysqwCs3BFvsP7w3jG1HrNtTEc++Px/Ro3TmBb9Oo+j8Uc4l3SW3NwclBUVuHt4EhvbkXETniSieQuTxhfoYkOklz3BrrYEudniaisHan8JqoUMeoe60THQGW9Ha2QyGQVlKs7nlLLqVBYF5ZU33b9ToDMTOvoDsPLkVdafyTbOBV0T5GpDax9HQtxsCXG3w81Oc11PLj5R4z4uNlYMbeVFG18H3OzkqCW4WlzBkYuFbDidTXmlutbzPtHJn56hbgDM3nyepGzjvvxXJL86+P3333n66acBiIyMZPjw4RQWFrJnzx5mzpzJH3/8wY4dO/Dy8mqymJb8+iP747bXuX6/wffVuO3Q3l0UFuTTOqr2BGlKv/z0A+VlZYRHtCA8ojkAyeeSWLN6BRvWr2XOZ1/Sq3dfk8U3pKUH0X5O9drHTm7B8z2CCHK1Jb9MxZmrJQB4OljTLdiVvWn5N01+9taWjIryRi1JWMhkDYq/Jve19qJ9gHOd63s5WPPGPWE42ViRVazk2KUi5JYywj3sub+NNx0Cnflw83nKVDUnwJZe9vQMdWvU6xLJrw7kcjkTJ07kpZdeIjIyUlt++fJlhg4dSnx8PC+99BK///57k8XUsnUUwaERRLRsTUTL1vzfmKGolMoa6780/V2D5cVFRezaugGAPgOHNEqsxvLpF98S2ao1CoVCp/zPxb/z3w/f5f1Zb7F203asrEzza52cW0ZGQQVpeWWk5ZXx3uAI5JY3H1l6unMgQa62rEnMYt3pLNQ3rADgbievtYU0OsobhaUFB9ML6BzkYoSr0Hc+u5SL+eWk5JaRklvGnPta3PS6Hoz2wcnGiq1JOfx25BLVS6TZyi34T+8Qwj3sGNjCgxUJVw3ub2Uh4/EO/lzML6dMVUWEp31jXJZIfnUxfvx4xo8fr1fu6+vLN998Q7du3fj7779RKpVNtgrWqEefMMpxdm/fhEqppEWrtvgFBBnlmI2lXUx7g+UPjXmU3xbO5+KFdFKSz5us+7vpbE696rf3d6KFlz2HLxawJjFLb3tOqeqm+7f0sqdzMxdWnryKpUXjtI4A1p2uXze6uZcmWa08eZUb14YsU6lZn5jFcz2DCHGzq3H/4a298HK05r9bknkgyrvGeg0lbng0UHR0NAAVFRXk5NTvl/92sH3TGgD6Dhxm4kgaprq1ZyWXmziSuuse7ALA9vN59d5XbinjkXa+XC6sYNNZ447xNVRlVe0LWBUrDXfl/Z0VDG7pQVxyntHH+P5NJL8GSk5OBjRdYzc3NxNHUz9ZmZc5dTweKysrevQbaOpwbtmaVStIS02hWVAQzZrd3q3XahYyCPOwo0otkZZXhr+TgmGtPHkkxpd7W3rg76y46f7DIj3xdLDmj/jL1CHXNKmTV4oATQvuxuE6W7kFgyM9AYhL1k/4MmB8xwBKVWr+Onal0eMU3d4G+uKLLwAYPHiw3ljU7W77prVIkkT7zt1xcnYxdTh19uu8nzl/PomysjJSk5M5fz4JTy8vPvzvJ1haWpo6vDrxsLfG2tKCgvJK+oW7Mby1l87A/tBIT7ady2XZiUy9fQOcFfQLd2dPah7ncm6/5U+XHs8kyM2WfhHutPV1JC2vDLmFjHBPe1RVav639wKnr93YuVG/CHfCPez4ad8FSpRVjR6nSH4NsHbtWn7++WfkcjnvvfeeqcOpt+2b1gLQd+BQE0dSP3v3xHFg/17t975+frz7/n+JbNXGhFHVj51ck6QdrC0Z0cabHedz2ZyUQ3mlmihfRx6K9qF/hDtZJUp23tBKkgFj2/tRpqpieQ03DEytsLySj7em8EzXQNr4OuLpcH0c/NCFYlJzy/T2cbW1YmSUN4mZxexJzW+SOBst+SUmJnLy5EkCAwPp3LlzY53GZE6fPs1jjz2GJEnMmTNHO/ZnSEVFBRUVFTplpm4lnj+byIXUZOwdHOnUrbdJY6mv736cB0BRYSHnks7y4w/f8vST45j83Es8NXGSiaOrm+r7E5YWMhKuFLHkhm7e3rR85JYyxrTzZVALD53k1zfcjSBXW349nNEkraNbEeBsw0u9g1BL8OXOVM5klaCwsqBDoDOjonxo6WXPh5vPc6Xo+uyEx2L9sbKQsfDQpSaLs0FjfkuWLKFfv37s379fp3zq1Km0adOGhx9+mG7duvHAAw9QVXV7/qBuRUZGBoMHDyYvL4+XX36ZF1988ab1Z8+ejbOzs87X7Nmzmyhaw7Zv1Nzo6N5nAPImukNtbI5OTsTEduCLb34gslVrvvvmC04m1Dzx9nZSccMUlr1p+Xrbq8tcbeV42mtu4rjZyhnWyoukrBL2pRU0RZj1ZimDyd2b4WIj5+u4NI5eKqJMpSa/rJLNZ3NYfiITB4UVI9pev4sbG+BETIAT6xKzuFJUcZOjG1eDWn6LFi3i6NGjxMRcnxy7Z88ePvnkE5ycnBg6dCj79u1j5cqV/Pbbbzz++OMNDtjUcnNzGThwIGlpaTzxxBPMnTu31n2mT5/Oyy+/rFOmUChIzTPNB0JVVdUdM7evLuRyOQMHDSHx1El27thG6zZtTR1SrW6cxpJrYEqLqkqisLwSJxsrHBVWZJWoaO5ph42VBY4KK17qqXtjx/3aUxfdgl1o6WXPxYJylh7XHy9sbKEedvg4KcgsqiA9r1xv+8ELBYyJ8aX5DXP3ov01E8Nb+Thqp8lUa+ZiC8CjsZqu/u6UPHan5Bsl1gYlv4SEBKKionTmti1cuBCZTMaff/7JwIEDyc3NJSQkhJ9++umOT37FxcXce++9nDp1ipEjR/Ljjz8iq8Psc4VCUUM31zSD1cePHCA3JxsvH19aRxmeO3encXF1ASAvN9e0gdRReaWa7BIlHvbW2vG/G8nQ3B0F3VYigI+TAh8MD5t42FvjYW+6lrzbtUf6anp6o+xaV93eWv+awz1qnvsX5KpJgmcM3Ci5VQ1KflevXqVbt246Zdu2bcPLy4uBAzVTJ9zc3OjVqxeHDx9uyKlMrqKigvvvv58DBw4waNAg/vjjjzvmzuK/VXd5+wwYWqfkfSc4fOggAAGBgSaOpO6OXy6iX7g7EZ72JP7rjzrEzRa5pQXKSjWZxZqxsX3pBexLN9zdHRrpydBIz0Z5trc+qh/F83G0xsbKQu8JlRB3TRLLLrk+3vfL/ov8sv+iweNN6xdCSy+HRnm2t0Fjfra2thQWFmq/v3z5MmfPnqV3b90BdBcXF/Ly6j+R83ZRVVXFI488wtatW+nZsyd///13kz3JYWwV5WXs27UNgD530F3eo/FH2BO3C7Va949JpVKx+PeFrF29EoWNDQMH3znd+K3nclFVqekd6krwtZYNaFpFo6N8AM3YX6X6NpvIdxPnskspKFdhI7dkbKwfVjc8eeJiY8WYGF8ADl0orOkQTaZBLb/Q0FB27dpFfn4+Li4u/Pbbb8hkMm2rr9qVK1ea9KF/Y/v6669Zvnw5AB4eHkyePNlgvblz5+Lh4dEkMR3cu4slv/6o/b5SpRk3evXZ60MLDz/+NB279tTZb9+u7ZSVlRLRsjUBzYKbIlSjSE9P5Z233sDF1ZXIyNY4u7iQn5/HuaSzZGdloVAomPXebHx8fE0WYxsfB+5tef3nX/3I2dQ+wdqydaezSbhSDGjG+hYfvcLY9r683DuYlJxSyirVhLrZ4qCwIj2vjH8Smn7c7t+ifB25r/X1v9/q65pxT5i2bNXJqxy/XESlWuLXg5d4tnszuoe4EuntQGpuKdaWFoR52GErtyQ1t4y1Bh7na2oNSn4TJkzgueeeIzY2lnbt2rFmzRocHBy4//77tXVUKhWHDh2iQ4cODQ7WVG5stVYnQUNmzZrVZMmvMD+Ps6f072zeWFaYr9/arn6crc+AO6eFBBAb24kn/+8ZDh8+SFLSGfLz8pHL5fj5+dN/wCAeeXQcgSZ+usPB2tLgM6s3ljn8a6xrb1o+2SVKBrbwIMTVFrmljOwSFduvzftT3gaPbzjaWBJmYDzuxjJHm+vXFZ9RyPsbzzGopSctvOyI8nWkUi2RWazkYHoBm85mo7oNrksmSdItR6FSqXj00UdZtmwZAPb29vz444+MGTNGW2f58uWMGjWKDz74gOnTpzc84rvImSu33+z8hmjho/ljKK4w/S+2MTkoNC2d2t7Ld0dRV+J9UvNBnh4xHMni7nne4Zcxdbvb36Arlsvl/PXXX6SmppKVlUXLli1xdHTUqRMSEsLy5cvp0qVLQ04lCIJgVEZJ98HBwQQHBxvc1q5dO9q1a2eM0wiCIBhNo7V1169fT0JCAoGBgYwcORL5HfSqIUEQ7n4Nmury7bffEhoayu7du3XKH3roIYYOHcprr73Go48+Ss+ePSkv15/tLQiCYCoNSn7Lly+ntLSUrl27asvWr1/P0qVL8ff35/XXX6dTp04cPHiQH3/88SZHEgRBaFoN6vaeOXOGNm3aYGFxPYcuXrwYmUzG0qVL6dSpE+Xl5QQFBbFo0SKef/75BgcsCIJgDA1q+WVlZeHj46NTtmPHDgIDA+nUqRMANjY2dOvWjZSUlIacShAEwagalPycnZ3Jzr7+HGFKSgppaWn06dNHp569vT0lJcZ7IFkQBKGhGpT8wsPD2blzJ+np6QD873//QyaTMXjwYJ16Fy9e1GshCoIgmFKDkt+zzz5LeXk5UVFRxMbG8vHHH+Pp6cmwYddXAisrK+PQoUO0atWqwcEKgiAYS4OS39ixY3nllVeoqKggPj4ef39//vjjDxwcHLR1/vzzT0pLS+nfv3+DgxUEQTCWBk9ynjNnDu+//z6FhYV4enrqbe/Xrx/x8fGEhYUZ2FsQBME0jPKEh0KhMJj4AAIDAwm8g14wKQiCeRCLlguCYJaM0vKLi4tjxYoVJCUlUVRUhKG3ZMlkMrZs2WKM0wmCIDRYg5KfJEk89dRTLFiwQJvwZDKZTvKr/v5uWStCEIS7Q4O6vd9//z3z588nNjaWTZs2MXLkSEDz2Nu6deuYMGECFhYWTJ06leTkZKMELAiCYAwNavnNnz8fe3t71q1bh7u7O4sWLQIgIiKCiIgIBg0axJAhQ7SLlwcFmfY144IgCNUalPwSExPp1q0b7u7uANqubVVVlXZZx9GjRxMbG8vcuXN11vYQrr/2/W5T/dr3u823I++eifpKpZLZJzX//m506zt2NcKGaFC3V61WaxMfgJ2d5o/538tURkREcOKE/mI7giAIptKglp+/vz+XLl3Sfl/drY2Pj2fAgAHa8rNnz2JldfcskGIsS49dNnUIRjU6WrNs5JL4DBNHYlwPx/gDEPPOVhNHYjyWVHHftX+HPb+CSunumfV2+X+j6lSvQVfcvn17Tp06RVVVFQADBw5EkiSmTZvG6dOnKSoqYs6cORw+fJiYmJiGnEoQBMGoGpT8hg8fTnZ2NmvWaNaCjY6OZsyYMRw7dozWrVvj4uLC66+/jpWVFR988IFRAhYEQTCGBvVFH3nkEUaOHKnTpV2wYAFRUVH8888/5OXl0bx5c6ZNm6Z9uakgCMLtoMEDcQqFQud7uVzO66+/zuuvv97QQwuCIDSau2eUUxAEoR5E8hMEwSzVq9sbGhp6yyeSyWScP3/+lvcXBEEwpnolv9TU1EYKQxAEoWnVK/mp1erGikMQBKFJiTE/QRDMkkh+giCYpQYlv61btzJy5Eh27dpVY52dO3cycuRIdu7c2ZBTCYIgGFWDkt8PP/zApk2baNeuXY112rVrx8aNG/n+++8bcipBEASjalDyO3DgADExMTg6OtZYx8nJifbt27N///6GnEoQBMGoGpT8rly5UqdlKQMDA7l8+e56fZMgCHe2BiU/e3t7MjMza6139epVbGxsGnIqQRAEo2rQiw1iYmKIi4sjPT2dZs2aGayTnp7Orl276Nq1a0NOZXKffvopcXFxnDhxgqtXr1JeXo6Pjw+9e/dm6tSptG3b1iRxlRTms/Of3zl9eC/52ZnIrRW4ePkQ1qY99457Vq++JEnE71jP4W3ryExPQaWswNHVncCIVvQZ+RjegSEmuIrrUk4eZd57L9dar++DE+g76nHUajXpZxI4c2QvyQlHyLl8karKSpzcPAiL6kDP4WNw9fJtgsg1HusSSLtmzkR4OeBqb43CyoKcYiWH0/JYsCedc1dLdOo/0zuESX1q/n8+Ly6NL7foPhkV4WXPyFh/Wvk54utsg7OtnIpKNSlZJaxLyGTpoQwq1frLxxqLq701O98ZgIeTDSlXi+n25gaD9Vzs5Dx/b0vujfHDz9WWojIV+5Ky+XzNaU5eLNCrbyGDoe39iQlxIybYlaggV+wUVizZk8pL8w8b/ToalPyefPJJtmzZwrBhw/jll1/o0KGDzvZDhw7x1FNPoVKpePLJJxsUqKl9+OGHlJSUEBUVpU10J0+eZOHChSxevJi///6bYcOGNWlMGclnmP/BVEqLCvEKDCayY3cqykq5ejGVPWv+0kt+KmUFv819i6SjB7B1cKJZizbIrRXkXr1Ewt5ttIjpbPLk5+DiRrtegwxuk9RVHIvbDEBQS83PIO/qZX555yXtvqGtY5BZWJBx/jSHNq/ixO4tPPbabG39xvZkzyBs5ZYkZRaTdLUYgDBPe4ZF+zKojTevLDnBrqQcvf3i0/O5kFumV37qcqFeWfsgF8Z0CuBSfhnJWSXklahwtZcTHehMVKAz/SM9eXbh0UZLgDMfbIubg+KmdbycbVgxrTfBng5kFpSx7WQmnk4KhsT4MyDKl/Hf7GHHqas6+zjYyPnfM10aJWZDGvw+v+XLl7N06VI6d+5MdHQ0YWFhAJw/f55jx44hSRIPPPAA48aNM0rAprJixQpiY2P1uu/ffvstU6ZM4f/+7/+4ePFik72uv6Qwn/kfTEOlVPLYtA+I7NBdZ/uFc4l6+6z48VOSjh6gQ/9hDHvieeTW13+BC/NyUFdVNnrctfH0b8bIya8Z3HY2fj/H4jbj7O5FSKt2AMiAsLax9Lz/EUJax2gX0apUKVn102fE79jA0q8/4KXPF2HZBD+b/yw+QeKlIpRVuk9DPdjBnzeGtuDt4S0Z/OkeqiTdxLT8yCVWHbtSp3PEJeUw7Is9ZOSX65S72cv5flwMHYJdGRXrx5KDxl9OoEdLTx7uFszCncmM61Xzs/5zHmtPsKcDW05c4ekf9lGm1LztfXA7P36a1IVvnupE5zfWU1Jx/XdOVaXmr71pHEvL42hqHmHejnzxRIeaTtFgDZ7kvHjxYt59912cnZ05evQoy5YtY9myZRw9ehRnZ2feeecd/vzzT2PEalLdu3c3OG45efJkwsLCyMzM5NSpU00Wz+Y/51FaVMDgxybpJT6AwPBIne8vnEskfscGAsIjGTHxFZ3EB+Dk6o6Lh3ejxtxQx6+1+qJ69NcmOTcff8bPmENom/baMgAruTXDnnoJGzt7CrKvkn72ZJPEeOxCgV7iA/jrUAbpuaV4OCgI9WzYqn0Z+eV6iQ8gt0TF/N1pAHQMcW3QOQyxkVvw8WPtOXOpkO82JtVYz8/VloHRvqiq1Lz+W7w28QGsP3qJFQcv4O6o4JHuwTr7lSmreGHeIX7eep7DyblUVFbRmBr8UWhhYcGbb77Ja6+9xqFDh7hw4QKgucMbGxtrFkviyeVygCa7VpWygmO7NmGtsCG277112ufQ5tUAdBn8gE6SuFMoy8s4fWg3ANE9B9RSW0NurcDdN4CM82coystuzPDqpLJK09pTVTXeeFx1V7eyEc7x8rBWBHnYM3LuDlQGEny1ts1cAEjPLuFibqne9t1nshjZuRmD2vny09ZzRo+zrozWD5DL5XTt2vWOv7FRXwsXLuTMmTPahdqbQsb5M1SUlRLUsi1yawVn4vdz/vghVColHr4BtO3aFyc3D519kk/GA9CseWtyrmRwfPcWCnKysHdyJqJdJ4JbRjVJ7Lfq1IFdKCvK8Q0OxysguE77qNVq8rM140oOLm6NGF3thkb5EOxhR1pOKekGEkKnEFda+DiisLIgs7CC3edySLxcVK9zONpYMa6r5sajoXHFhoj0d2LSwAgW70ll/7kcAtxrbr3aKTRppaBUZXB7XrESgFYBzkaNsb5uKfmtXbuWf/75hwsXLqBQKIiKiuKJJ54gJMS0g+VNYc6cOZw8eZKSkhISExM5efIkfn5+/PHHH9qF2hvb1YupADg4ubLo4xkkXmsRVdv0x088MGka0T36A5qWYm6mZonR5IR4Vs/7gkrV9V/M7X8vom23vox+7g2srORNcg31VX2jo66tPoATe7ZSUpCHvZMLzZq3bqzQDHq8WzPCPO2xlVsS4mlHuJcDVwsrmL7sJIbuQwyL1r0jPaVfKJtPXeXtfxIpUxnu/jVzs+WpnsFYyMDN3proQGfsFVb8degia4/XbfywLmQy+OTxWApLVby/LKHW+jlFFQAEuBlOkM087AFwc1Bgp7CktKJxu7c1qXfyGzt2LIsXLwY00yYAVq1axdy5c1m8eDHDhw83boS3mQ0bNrBlyxbt90FBQfz666/ExsY2WQxlJZoWQeLh3VhYWHDfUy/RtmsflBXl7Fu/nLhVS1j2zWw8A5rhFxxBeWmxdt+VP39GZGx3BjzyFI6u7pxPiOefH+ZyYs82nN29DE6PMbWivBxSEo5gYWFB2+7967RPQfZV1i34BoB+D07ASt60wy/dwtzoHHq9tXkpv4y3lifqteYu5Jby6cYkdiflcKmgHCcbOe2DXHhpQBj3tPLCQibjlT9PGDyHm701w9vpJs3f91/g263JGLPT+1TfcGJC3Hhx3iHySpS11o9PzaVcVYWXsw19W3uz7aTuXOCHugVp/+1gIzdZ8qvXDY+ff/5Z28KZMGECX375JR988AFdunShvLycxx9/nIIC/fk7d5PNmzcjSRJ5eXns3LmTiIgIevfufdOlOSsqKigsLNT5qqiouOUYpGtNB3VVFf0fepIug0Zg7+SCq6cP9457ljZd+lBVVUncyiU69QE8/Zox5uVZePoHYWPnQOtOPRk9ZToA+9Yvp7y0RO98pnZ8z1bUajWhbTvgWIfuq7K8jD8+nUlpUQGRHbvTcUDTfyBPWniUmHe20vOjnTw57zDpOWX8/ER7nuoZpFNv7YlMFu69QHJ2KeUqNVeLKlifkMljPx4ir1RJv0hP2vo7GTzH0QsFxLyzldh3tzL0iz18siGJ+6J9+W1iR3ydjfNQgb+bLa+NaMWeM1n8uTetTvsUlVWyYHsyAF880YF72/nhaGtFmLcD3z/diQjf64/DqhtxPmJt6pX8FixYgIWFBevWrePnn3/mueeeY/r06ezevZvx48dTVFTE33//3Vix3lZcXFzo2bMna9euJTY2lrfeeouDBw8arDt79mycnZ11vmbPnn3L57a2sdX+29ANj/bXylJOHdWrH9N7EBYWuj/2Fu27YO/sSqVKyUUDU2RM7fiuTQC0q0OXt6qykiWfv8Ol5DM0a9GW0c+/2djh3VRxRSXx6QU8//sxTl0qZHLfUFr51fwsfLXsYiUrj2oeCe0W7n7TumoJLuWXs2jfBWatSCTI3Y7X7m1ulPg/fCQGuaUFr/0WX7/9liew6vBFPJ1s+GVyV85+cT9x7w1icDs/3lp8TFuvsMzwuGBTqFe398SJE3Tp0oX+/fW7Hm+88QYLFizgxAnDTfS7lVwu5+GHH+bw4cOsWrWKjh076tWZPn06L7+s+9SCQqFg1encWzqni6dmSopcYYO9k4vedldPHwBKCvIBsLGzx9bekbKSIlyubTO0T0lBHiWF+bcUU2PJykjjcuo5rG1sadlRf0rPjdRqNX9/+xFJRw/gExzO2Gkf6E3pMZVKtcSGk1dp5edE7+YenLpU+82M9BzNpGcPx7p32beezqKkopJu4W5YWcgaPNF5YLQv+SVK/js2RqdcIdd8gPq42LLslV4ATPpxP1mFmh6NslLNxB/20zn8HH3b+ODuoOBSXin/HLyoHS5LzixGWWm6t8PXK/kVFhZqJzH/W3V5YaH+jPS7nYeH5s5qVlaWwe0KhUJvfeOG8AvR3FWuVFZQqVLqjWeVFWt+Bje2+HyDw0k+Ga8dL/w3Q/vcDo7u1LT6WnXqibXi5l25tfO/4sSerbj7BvD49P9ia+/QFCHWWf61u5+u9nW7qeRkq/nzLFfWb0yssKwSXxcbnGytyC1peMvKxd6abi08DW6ztbbUblPI9W/47T+Xw/5zuneeH+yiuSO996zhv5emUq/kJ0lSjXc0q7tS5rjOx44dOwBq/GAwNhcPb3yCwriSdp6UU8eIiNZtbaac0nQrfEOuT71p2aEbySfjSTl5lE733KdTPz87k7wszd1B3+Cmma5TF5IkcWK35uZSbXd5Ny/5mQMbV+Ds4cX4GXNwcDb+JN+Gig1yATD4GJshfVtqkkp9prz4u9jg7aygqLxSm2wbwnfiMoPlAe52HJx9702f7a3JhL6av5NFu1IaHF9DiNfY18Hu3btZv369XmJXqVR89dVXLFy4EFtbWx5++OEmi6nX/Y8AsG7hdxTmXf9kvZSaRNxqzRM1nW4Y6I/tOwQ7R2dO7NmmMzVGWVHOyp8+Q11VRfOYLrh4eDXRFdQu7fRx8rMzcXLzIKR1TI319qz5i53Lf8PBxY0JM+aa7EmV6EBnuoW58e8p5FYWMsZ0CmBolA9lqio2ntTMPXS1k/NQR3/srHUbFLZyS2YMbUFUgDNZRRVsTdRtIY3pFIC7vX5XOMjdjg9HtcZCJmPN8csGp9Q0FX83W9wddXs7NnIL5o5rT/sQNxbvTuVoap6JotOo91SXBQsWsGDBAoPbZDJZjdtlMhmVlaZ/dvRWJCUl8cQTT+Dh4UFsbCzu7u5kZ2dz4sQJLl++jI2NDfPnz6/Tuw2NJbrHPSQdO0j8jg188fJ4mjVvQ6WygvSzCVSqVHToP4y2Xfto69vY2fPQ8zNY+N83+G3OmwSER+Lo6s6FpESK8rJx9fRhxDOvNFn8dXFsl2ZuX9vu/fVu0lS7nHqODYs0bwl39fRhx/LfDNaL7Tek0V9u0MzNlndHtCKvRMmpy0UUlKpwsZMT4e2Ap6OCclUVM/9JJPPauJiN3JLpQ1rwQv8wTl4qIruoAld7a1r6OuBqZ01hmYqpfyVQ/q9xsXFdA3l1UARnM4u5kFuKDBm+LjZE+jpiaSHjcGoeX25ObtRrrU33Fl7Mfbw9x1LzyMgtxcbako5h7rg5KNiWcIXXa7iBMvvRdtonRFztNcnznra+rH69j7bOsI+2GyXGeic/Sbq1j5Nb3e920Lt3b9544w127NjB8ePHyc7OxtramuDgYEaPHs0LL7xAeHh4k8c1avLrBLVoy4HNK0k5dRQZ4BfSnI733Ef7PoP16ke068Szs79n29JfSUk8xqXkszh7eNF96IP0fmCswZsnplKpUnJqv2bdl+ge99RYr7ykWPu7dSHpFBeSDD9fHdIqutGT3+G0fH7alUpskAvNvR1wsZOjqlJzKb+czaeu8sf+i1zIu97lLShTMS8ujbYBTgS52xId6IRaDRn5Zaw6eoVF+9LJKtKfV/f11mR6hLvTys+RrmHu2MgtKChTsS85lw0Jmaw+dsWo8/xuxfH0PFYfziA21I3WgS4oK6s4nVHI4j0nWLy75ikzzX2diA3Vvbvt7qjQa0Uag0y6k7PSHW7psbvr7dajrz2lsCTe+G8TMaWHY/wBiHlnq4kjMR5LqriPPQD8dKkVldLdMwJ2+X+j6lTv7rliQRCEehDJTxAEsySSnyAIZkkkP0EQzJJIfoIgmCWR/ARBMEsi+QmCYJZE8hMEwSyJ5CcIglkSyU8QBLMkkp8gCGZJJD9BEMySSH6CIJglkfwEQTBLIvkJgmCWRPITBMEsieQnCIJZqvdr7AXjUCqVqCtNt2BzY1AqNa9cv1uvy5L6LSF5O7vxWqxkd9eKi0qlEmvr2tc6Fq+xN5F33nnH1CEIwl1r5syZtdYR3V5BEMySaPmZiFKp5KUVp00dhlF9fn9L4O5dwMhjzC8mjsR4rCwkXmyrWT/4i7VZVN49PXqy93xap26vGPMzEWtraySLu+t/f/UvnIWV3MSRGFf1danUd1NH6fo4X2UVqO6i5FeXxAei2ysIgpkSyU8QBLMkkp8gCGZJJD9BEMySSH6CIJglkfwEQTBLIvkJgmCWRPITBMEsieQnCIJZEslPEASzJJKfIAhmSSQ/QRDMkkh+giCYJZH8BEEwSyL5CYJglm67F8rJZLJ61Q8KCiI1NbVxgqkjmUzWaHE0c7GhpZc9wW62BLva4mqneVfes8tO3XQ/Cxn0CXOjY6Az3o7WyGQyCspUnM8pZeXJLArKK3WvAege4kLXIBd8nRTILS0oKq/kXHYpG89mc7GgwujXZkjqqaP8+v4rtdbrPXo8vUc+DsC7j/avtX5wq3Y8/uYnDY6vLjycbHhlZDRDOgYR6OFAmbKStKvFbD+ewRsL9t903++e68WEezQvhe0/fQV7EjNrPd8jfSL45aW+AMz67SD//Su+4RfxL7GtmvGf8ffQLSYMDxcHSsorOJl0iQUr9rFw5T69+uHNvJj65ED6dGqOj4cTFcpKzqZmsmTdIb5fshOVgbenujrZMfXJgQzvG02AjwsFxeXsPnKOj35cz/Gzxn9B7m2X/MaPH69XFhcXx/nz54mOjqZdu3Y62zw8POp1/MZMVI3h3kgP2vk51WsfO7kFL/QMIsjVlvwyFaevlgDg6WBNt2BX9qTm6yW/p7sEEOPvhLJSzbmcUspUVfg52dCxmTMxAU58v/cCJ68UG+26auLg7EZ0r4EGt6nVak7EbQagWYu22vKa6gMkxe+ntKiAZi3b1ljHmGLCPFg5cwgeTjacTMtl9YE0HO3kRAa68vzwtjdNfr3a+DLhnpao1RIWFnVrBLg7KvjvE13qtU99jejfjoUfPYGVlSVHTqWz+8g5PFwd6B4TTvf24fTr3IInZizQ1u8SHcLq757D3lZBYvJlVm07jpODLd1jwvj41VEM6xPFkElfUVV1/YWqPh5ObPnlP4QGenI5q4CNu0/h7e7E/f2iGdKrDaNe/IEt+4z75vPbLvnNnz9fr2zChAmcP3+eESNGMGvWrCaPyZRScsrIKKggLa+MtNwy3r83ArnlzUcrJnYJJMjVltWnslh3Ogv1DQsVeNjLKVPprtYV5etAjL8T2SVK5m5P1UmMA5q7M7KtN2Pa+fDW+nNGvTZDPPybcf+k1wxuSzq6nxNxm3Fy9yK4VTtteU31y0uKSdi7DYC23e8xeqz/5uFkw4q378XW2pLRH2xgzcE0ne0dIjxr3Fcht+TrZ3tyMi2XwlIlXSN96nTOj5/qhr2NnD92JDG2b/MGxW+IpaUFn09/CCsrSyZMn8+S9Ye021qEeLPll5cZM6Qj85bvYeehJAA+fe0h7G0VvPXlCubO26St7+vpzOafX6JXhwgeHdpJp8X49ZuPEBroyfq4k4yd+jOl5ZoV8+7rE8Ufc/+PeR+Op9WwWRSXGq8HIsb8bnMbz+aw+lQWJy4XU1hR+7vG2/s70cLLnsMXC1iTqJv4ALJLVJQodY8T7mEPwK7kPL0W4aazOZQqq/Cwt8ZRYdmwi2mgE3FbAGjbvX+dhkdO7d9BlUqFf3gk7r4BjR0ebz4Si6ezLW8s2K+X+AAOJWXVuO/0h9oT5uvMC9/vQlVVt6Uk+0X782ifCP77VzwpmUW3HPfNtAj2xtvdiTMpV3QSH8CZlEwWrz0AQIfWQQDY21oTExlISVkFn8zfrFP/clYB3y/ZCUBs62ba8gBvF4b2botKVcWLHy7WJj6AVduP89eGw3i6OjL+/q5GvbY7Pvnl5OQwdepUIiIisLGxwc3NjcGDB7Nx40adevPnz9f+waSlpSGTybRfffr00dY7evQo06ZNIzY2Fk9PTxQKBaGhoUyePJlLly415aXdkh4hLgBsP5dX530q1bX/sVWpJb0WY1NSlpdx5vBuAKJ61K0Vd/xaFzmq54BGi6uajbUlj/SOoLhMxa9bztRr39ZBrvxnRBQLtpyp0xgfgK21JV8925PEC3l89s+xWwm5TipUlbVXAnIKNEMrqkq1Tne2JrnX6gO0iwwEIPVSDumX9X9vdxw6C8CwPsYdurijk19GRgadOnVi7ty5KJVKRowYQUxMDJs3b2bQoEF89tln2rrh4eHa8UR7e3vGjx+v/Ro8eLC23kcffaTdr0ePHgwZMgRJkvjuu+/o0KHDbZ0ALWQQ5mFHlVoiNa8MfycF97Xy5NEYX4a09MDfWWFwv8RMzS9iz1BXnG10R0IGNHfHztqSA+kFVP67GdmETh+MQ1VRjk9wOJ4BwbXWL8jOJP3MCSwsrWjdpU+jxxcb7omTnTXHUrIpV1YxsH0g/32iC58/053n7muDr6udwf1kMvjm2V7klyiZUcvNkBu9+UgHQn2ceP67XagqG+9DKeViNufTs2gR4sPDgzvobGsR4s2YIZ3ILShh5VZNAlaqKok7cg57WwWvTND9kPL1dOaZh3qhVFXy++qD2nJ7G83vZX5hqcEYcvM1v59tmxu39X7bjfnVx6RJk0hOTubRRx9l3rx52lWb4uLiGDRoEFOnTqVv3760a9eOHj160KNHDxYsWICHh4fBsUWAZ555hi+++AJvb29tmVqt5v3332fmzJm8+eab/PLL7bmEoae9NdaWFhSUV9Iv3I3723hhcUP3cGgrT7ady2Xpcd3WRVJ2KRvPZDOwhQfvDgonKbuU8krNDQ9PB2v2pOazOP5yU1+ODm0rrkfdWnEndm8BSSK8XSfsHJ0bMzQAWga4ApBVUM6f0wdyX+dgne3vPNaJZ7/ewZ+7zuuUTxrSms4tvXnq823kFddtPCsqxJ3n72vLgs1n2H3qilHir4laLfH02wtZ9uUk5s+ewAvj+nH+Qhae1254JKZcZuLbi8i7IXE9/8Fi1nz3HO+9cD+PDuvEqXOXcbS3oUf7cK5kF/DA899zLv2qtn5WnuZGWqCvm8EYgv01NzXdXeyxt7WmpExpsF593bEtv+TkZFavXo2DgwNfffWVznJ1PXr0YNKkSVRVVfHNN9/U67h9+/bVSXwAFhYWvP322/j7+7Ny5UqjxN8Y7Kw1Y3IO1pY80NabXcl5vLU+iVdXneHXQ5dQVUn0j3Cnd6ir3r7LE67y57ErWFrIaO3jQGyAM75OCnJLlZy+WozKhK2+orwcUk4eQWZhQZtu/eq0zwltsmz8Gx0Arg6a37+hHYMYEBPAiz/EEfj4r7R4+nc+W34MO4UVP77Qh6gQd+0+/u72zBrbkR0nLvH79qQ6ncfCQsa3k3tSUKrkjQX6U0waw95jyQz8v89JvpBF+1bNeHBQLH06tUAtqdm67wwpGdk69ZPSrtL/yc84ciqdyFBfRg1sz8DurbBRWLHjUBKJybofpIdOplJeocLHw4kB3SL1zv/YfZ21/3a0tzHadd2xLb+4uDgABg8ejJub/ifGuHHj+PTTT9m1a1e9j52Tk8PKlStJSEggPz+fqirNDQKVSkVOTg65ubkGz1mTiooKKip0P9UVCsNd0IaobuNZWshIuFLE4qPXWwV70/KRW8p4JMaXQS082JF8fWzFykLG+A5+xPg7sf50NnvS8ilRVhHkasND0T482SkAF9tMNp3NMXrMdZGwZyuSWk1YdEccXGr//3455SxZGWnY2DnQvL1xB8lrIrs2zURuZcGsBQf537rr8zDfWLCfZl4OjOoexn9GRPHEZ5o70J9N7I5CbskL39f9d/S5YW2IjfBi4pfbyS1qmrmXDw2O5YdZj3HgRCrjp8/n1PnL+Ho589K4/rz0eH96dYig74RPUV4bH+zdsTl/zP0/Ll7JY9DTX3DkVDpuzvZMeKAr054cRN9Ozek5bi7Z11p8hcXl/O+vXbzwWD9+fHccL3ywmO0Hz+Lt7sTbzw6lZcj1O99qI34I37HJr3rsLTg42OD26vKMjPpNjvzjjz+YOHEixcU1z2krKiqqV/KbPXs277zzjk7ZzJkzoe1D9YqtNhU3jP3sTc3X2743LZ9HYnxxtZPjaS8nq0QFwKAWHnQIdGZrUg6rE6/fkTybVco3u9N5e2A4QyM92ZOar3enuCmc2F2/Lm91F7lV595Yyeu2gHVDlZSptP82dMPj1y1nGdU9jJ6tfQEY0TWE+zoH8+GSw5zNKKjTOZp5OvDWIx3YlXCJhVvPGifwWoQ18+THd8eRlVvEyBe+03Y5z6dn8fwHi/H1dGZo77aMH9GFH/+Kw9XJjt8+fgq5lSUjnvuWS1maaysureDdb9fg7GDL5Ef68NK4/rz55Qrted76ciUB3i6MHNCeJZ9O1JZXKFW8OmcpX7zxMAD5RWVGu7Y7NvnVpr5PioDmLvCECRMA+Pzzzxk6dCj+/v7Y2toC0K1bN/bu3Ysk1e/TZ/r06bz88ss6ZQqFgpdWn69hj1uTU6oy+O9qqiqJwvJKnGyscFRYaZNf52aaMbEjGYV6++SVVZKaW0ZLL3uaudpob440layMNK6knsPaxpaWHbrXWl+truLk3u0AtG2iLi9Aepbmw7KkXEV2Ybne9rSrmqkons6a36UhHTVTPfpHB9DjWkKsVt01/uTp7hSWKlm49SyLtp6lV1s/HGzleDrbsuH9YTr7BHk5AjDhnhb0i/bneEoOU3/e2+DrenBQLNZyKzbuSTQ41rZs0xGG9m5Lj/bh/PhXHIN7tsbdxZ6t+09rE9+N/t4Uz+RH+tAjNlynXKmqZOy0X+ges4MB3Vrh4erAxcw8/tpwWPv3di79qrZ1aQx3bPLz8/MDNAnLkOonOPz9/et8zLVr16JUKnn11Vd58cUX9bYnJyfXP1A0ia4xurn/Vl6pJrtEiYe9NXZy/Tl5MsBWrhnmvbGV6GKr+TWoaSpLmUrT2rM3cMzGdnyXZpJsy449kCtqH+9JSYinOD8HZw/vJnuqA+BYsmbcy9baCmsrC5T/ugPr5qD5+ReX634odW6pO758o3ahmoH+nQm6Y2QtA11pGag/bgsQ7O1EsHf9ngi6GX8vFwAKiw23uAqLNYnexVFzN9vf21Wn/N8Krh3HxdHW4Pbd8efZHa/bKHh0WCcA7SRqY7ljk1+PHj0AWL9+Pfn5+bi4uOhsX7RoEQA9e/bUKZfL5VRWGv70yMvTjIMFBOjfUt+5cyeZmXWbg2VKxy8V0S/Cneae9iRe1W2lhbjZIrfU/GFmFl//FC8sr8Td3pogVxsuFeqOI8mAQBdN0jHUmmxMkiSRsGcrUI+7vNe6vG173HNLrf9bdSG7hGMp2USHeNCzjS9bjuoOt/Roo2ndHUvRjJtO/HIHE7/cYfBYG94fRq82fnrP9i661gI0ZMaYWN4cE2v0Z3szczS9gfatmhncXj1ZOe1yrqZ+tqZ+dIsALCxkemN0sdcmQ6ddyq1zDJMe6gXAvL/31CPy2t2xd3tDQ0MZOnQoRUVFvPjii6hU1/8w9+7dy3fffYelpSVTpkzR2c/Pz4/MzEzy8/P1jtm8uebxoEWLFlFScj1xZGRkMGnSpMa5ECPbci4XVZWa3mGuhLhd/3S1t7bkwWjNwPHetHydOXvHLmu6ZMNaeeHlcH2MTAbc38YLD3trckqUpOUZb7ylLtJPn6AgOxNHNw9CWsfUWl9VUc7pQ5obYXVNlsb02XLNXLfZE7rg43r9/31UiDsvDo8C4Kf1N38hxe1m9fbjAPSMjeDpB3vobOvUNpjnx2ruvi/frEm4m/acorxCRUiABzMnD9P5AIoI8uLtZ4dq6m/RTdCBPq54ujrolNko5Hzz1iN0bBvMryv2ceik4V7erbpjW34AP/zwAz179uTXX39lx44ddO3alaysLLZv305VVRWffPKJ3osQhg8fzldffUX79u3p1q0bNjY2tGjRgqlTpzJ8+HBat27NoUOHCA8Pp3v37pSXl7Nt2zbatWtHt27d2LPHuJ8+tWnj48CQltdf3mB57a7itD7B2rK1p7NJuPbSgdxSFX/EX+GxWF9e7h1Mck4p5So1oe62OCisSM8rY/kJ3Rbs2sRsWnk74OOo4M17QknOKaNEWUWgi2aen7JSzcLDl/QelWts1a24Nt36IbOo/XP69KHdKMvL8AttgYdfYGOHp2fJzvP0bxfAuH4tOPLVQ+w7nYmttSVdWnpjY23FzxsT+XtPSpPH1RBHT1/kswWb+c/4e/jyjTE881AvTidfwdfTmc5RIVhaWvDT0ji27dfc5LmSXcj0z5bzybTRTHtqEKMHtufYmYu4OdvTOSoEG4WcdbsSWLhSd0J3747N+fatRzmSmM6Fy7nY2FjTNToUdxd7Nu4+xQsfLjb6td3Ryc/f35+DBw8ye/Zs/vnnH/7++2/s7Ozo378/r7zyCgMH6r/tY/bs2UiSxIoVK1iyZAmVlZX07t2bqVOnYm1tza5du5gxYwbr1q1j9erV+Pv78/zzz/P2228zZMiQJr9GB4UlIe76TwfcWObwr2du96blk12iZFALj2tdXRnZJSq2n89l09kclFW6WaxEWcVHW1O4J8Kddn6OBLnZYmWheQXW3tR8Np7N5kqRcSaW1lWlSsmpA5rnQOs6V+/GLq+pTPxyB3sTM3lqUCS92vgiSXA0OZufNiTy2zbjjlk1lTc+/4d9x5L5v9E9iYkMpHmQN0Wl5ew6nMS85Xv4c/1hnfrfL9nJyXOXee7RPnRsG8yw3lGUlis5duYiv68+wE/L4vS6w/GJF1i+JZ5ObYOJau5PhaqSk0mX+HXlPn5d0TjzGWVSfW9dCkZT2zv57jTfjWoFwG+HL5o4EuMaG6sZA7Yd8T8TR2I8cgs1r0RregCfrMpC1fQzmBpNWfzXdap3x475CYIgNIRIfoIgmCWR/ARBMEsi+QmCYJZE8hMEwSyJ5CcIglkSyU8QBLMkkp8gCGZJJD9BEMySSH6CIJglkfwEQTBLIvkJgmCWRPITBMEsieQnCIJZEslPEASzJJKfIAhmSSQ/QRDMkkh+giCYJfEae0EwQ0qlktmzZwMwffp0rK2ta9nj7iOSnyAIZkl0ewVBMEsi+QmCYJZE8hMEwSyJ5CcIglkSyU8QBLMkkp8gCGZJJD9BEMySSH6CIJglkfwEQTBL/w823VSGLdFQMwAAAABJRU5ErkJggg==",
+      "text/plain": [
+       "<Figure size 280x280 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 560x210 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 560x210 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 280x210 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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zcXJyKlJfMAxQ0mqk1lJwxUZMTEyJ9QVXJhWseFsaixYtwmQyMWHChBJ7QguuSjOaei6qmE6dOuHl5UVUVFSJE5V+/PFHAAYOHFjOkcmVZGdnc/vtt7N582b69u3L3LlzsbOzs3ZYZargQzg8PNzKkZRewTe9v/4cP34csLSloKwi3BvCKLGxsYVj/Fe6xL0iqlWrFs2aNcNsNpeYEBaUlbQekLUUXCa6ePFikpKSitV//fXXAHTp0qVIuYODwxWXMS9IDENCQorVrV69mvPnz99MyFek5KKKcXR05IknngAsY8QFcyzAciOp3bt3061bt0o5U78qysvL4+6772bFihV06dKFefPmVdqFpS63bt06Fi9eXDiprkBOTg4ffPABc+bMwcXFhREjRlgpQrnc+vXrWbBgAXl5eUXKo6OjGTJkCOnp6QwaNKjED6iK7NlnnwVgwoQJRYZ0du7cyfTp0wEYO3asVWIrSVhYGP379yc1NZUnn3ySnJycwroNGzbw8ccfY2dnx7hx44rsFxwczPnz50tMSCIjIwFLYnL558Hp06fLtO0aFqmCXnzxRZYtW8b69eupW7cuXbp0ISYmhk2bNhEQEMDMmTOtHeIN+e2334pclmkymQBo3759YdlLL71E//79yz22G/Xhhx8yf/58wDJU8Pjjj5e43b///e/CoYTK4MiRI4wePRp/f39atWqFn58fcXFx7Nmzh7Nnz+Ls7MysWbOoWbOmtUMV4PDhw4wePZqgoCBatmyJt7c3MTExbNu2jaysLBo1asRnn31m7TCv2z333MPSpUuZPXs2DRs2pGPHjmRmZrJ+/Xqys7MZM2YMd9xxh7XDLOKTTz6hS5cufPXVV6xatYoOHToQGxvLn3/+SV5eHtOnTy92o7NBgwbxwQcf0LJlSzp27IizszP16tXjmWeeYdCgQTRq1IitW7cSERFBp06dyMrKYuXKlTRv3pyOHTuyfv164xtywytkSIWWkZFhfumll8zh4eFmR0dHc1BQkHnUqFHmkydPWju0G/bll1+WuMjP5T9ffvmltcO8LpMnT75mm6iE93s4duyY+fnnnzd36tTJXL16dbODg4PZzc3N3KhRI/M//vEP85EjR6wdomGqwiJa+/fvNz/22GPmli1bmgMCAsz29vZmLy8vc/v27c3Tp083Z2RkWDvEG5afn2/+9NNPza1atTK7urqa3dzczB06dDDPmjXLqnFd7d4icXFx5qeffrrw/O3t7W3u06ePecmSJSUeKy0tzfzEE0+Ya9asaba3ty92g8qEhATzY489Zg4NDTU7OTmZw8LCzM8995w5PT39iveU4SYX0dIt10VERMRQmnMhIiIihlJyISIiIoZSciEiIiKGUnIhIiIihlJyISIiIoZSciEiIiKGUnIhIiIihlJyUcVlZ2fz8ssvk52dbe1QDKV2VS5qV+WidlUeFbVNWkSriktJScHLy4vk5GQ8PT2tHY5h1K7KRe2qXNSuyqOitkk9FyIiImIoJRciIiJiKCUXIiIiYijdcr2Kc3JyYvLkyTg5OVk7FEOpXZWL2lW5qF03zmQyMXXqVAAmTpyIo6NjmT0XVNzXShM6rcjr7jnWDsFQyXPvB2DujtNWjsRYd7eoAcDPe85ZORJj3d4kCIBTiRVrlvnNCvGxnGSraruOxWZZORJjhQU4A5CVa+VADGIymXh3miW5mL4rkJz8qjNAkLngkVJvW3VaLSIiIhWCkgsRERExlJILERERMZSSCxERETGUkgsRERExlJILERERMZSSCxERETGUkgsRERExlJILERERMZSSCxERETGUkgsRERExlJILERERMZSSCxERETGUkgsRERExlJILERERMZS9tQOoTDIzM5k6dSrfffcdJ06cwNfXl379+jFlyhRq1KhRJs+58KXedGkYdMX6oW8uZ/muM4WPb20VwqC2tWgW6kuQjwueLo4kpZvYcSyez/84xJIdp6/7OQDy88343Pv1jTeklNb/9gMnDu7hwsnjpCcnkZtjwt3bh9oNmtFp4AgCa4UV2yclIY41C77h6K4tpMTHYmNri29QDRq06UzHAXfi5OJa5nFfjSk7i8O7tnBg63qOH9xDUux5bGxt8Q+qQeP2Xel6hRgzUlNYMf8b9m1eQ1LcBZxd3Qhr2Ixew+4nuE5dK7Sk9A4f3M+2zRs4uG8vB/fvIS72AgDLN+62cmQ3pyq2Kysrk+2bN7Bp3Sr27d7BhfNnsbW1JbhGLTp178XQEQ/g4mrdv6G/A39PZ54e2ozb2tSmpr87maZcYi6k8efu0zw/e1Ox7W9rU4t/3d6UZmH+AOw8Fse783exeNvJEo9vYwMP9m7A/T0jaVDLB2cHO2KTM1m7/xzvzN/F7uPxhrZHyUUpZWVl0bNnTzZu3Ej16tW5/fbbiY6O5ssvv2ThwoVs3LiRsLDiH3xG+XlTDGlZucXKzyZkFHl8d5cwBrapxYFTSWw9GkdaZi61Atzo06IGfVrUYPqCPbz6/c4i+yzfdYYTseklPm/zOr40quXD+kMXDGvL1axZ8A05WVkE1gqjWs06AMSeimb3mj/Yu34lI8a/Qr1WHQq3jz97ii8m/5OMlCS8A4KIbNme3BwTJw/vY9VPX7F/0yoeevUDnF3dyyX+kuxYs4yfZkwDoFpIbRq27khWZgYxh/byx/dfsmvtcsa++h/cvXwK90lJjOe/Lz5BwvkzeHj7Ur9FO1KTEti7aTX7t65n9P9NJbJ5G2s16ZrmzPyE9atXWjsMw1XFdv35x++8/9YrANQMDaN9p+5kpKexf+8uvv7iY1YtW8zbH36Bt4+flSOtulqE+/PL5Nvw93RmX0wCCzfH4OHqQIOaPvxjUJNiycUTAxsz7aGO5OTms2LXKUy5+fRqHsL8l27lqU/XMWPRvmLPMffZ3tzeoQ4Z2bms23+WlAwTDWv5MqJrBEM61OHON5ey5AqJyY1QclFKr732Ghs3bqRDhw4sXboUd3fLh9U777zD008/zYMPPsiff/5ZZs//4tfbOBFXcgJwuX8v2MOTn28kMc1UpLxVuD8/v3ALTw1qzI/ro9l/Mqmw7t1fir8RCyyfcisA3685dmOBX6e7J7xG9TqRODg6FinfvPRnFs18n18+/Tfj//s/7OzsAPjj20/JSEmiTZ/buXXUE9jaWsqzMtL4eur/cerIfjb89iM97hhVLvGXxM7enna9B9K5/3ACQ0ILy1MS45n5xnOcOX6EX778gHv+Namw7qcZ00g4f4Z6Ldpx/9Ov4OjsAsDezWuY8+9JzP3PFJ776DucrdwrcyUNGzcjLCKSeg0aUb9hY+4Z0o8ck+naO1ZwVbFddvb23DpoGIPvvI9aoZe+ICXExTLp2SeIOnyQT96fxnMvv2nFKKsuf09nfp50Ky6Odgx/fQm/bYkpUt+6bkCRx3WDvZg6qj1Zplz6vbSQTRe/+EUEe7Hyzdt5+8EOLN1+kmPnUgr36d+mNrd3qEP0+RR6/t8vnE289KV0/JBmvD6yHe890okGj35nWLs056IUTCYTH374IQAfffRRYWIBMH78eJo2bcqqVavYtm2btUIstDs6sVhiAbAtKo75G6KxtbW55hBIgbAgD1pH+JNpymXBxphr72CAWvUaF0ssANr2uR2fwGDSkxOJPRVdWB5z0NId3XXo/YWJBYCzqzudBo4A4HTUwbIN+hpad+/HsEcnFEksADx9/Bjy8L8A2LtpDbk5OQAkxV3gwLYN2NrZMfSR8YWJBUDjtl1o1rEn6SnJbF2xqLyacN3ufuBBRj8yjo5duuPr52/tcAxTFdvV+9ZB/PPZSUUSCwBf/wDGjX8egHWrl5Nz8f0pxnrx7lYEeLnw/OxNxRILgK1HYos8HjewMfZ2tny+5EBhYgFw9Ewyb/+wAwd7W54Y2LjIPp0bWc75Xyw5UCSxAHhn/i6S0rMJDfQkwMvZqGYpuSiNdevWkZycTHh4OC1atChWP3z4cAB+/fXX8g7tuuTk5V/8N69U24/obBmWWLz9FCmZ1j+x2NlZOtrs7B0Ky+wv+/1KXN09yyymm1U9NAKA3BwTGWmWbxqnjx0GwLdadXwCiieC4Y0t78F9W9aWU5Tyd1UnIhKAHJOJ1OQk6wZTBTk72nF3t7qkZebw1fJDpdrn1la1AJi/vnhv8vwNlrLb2tQuUp6dk3/VY5rNkJuXT3K6cb1wSi5KYdeuXQC0bNmyxPqC8t27y25S1/09Ipj+YFumjWrDo33rE+J3fd3hDWt6M7RDKKbcPFbuPluqfe7sZEkuvl97/LrjNdqu1UuJO3sS36AQ/Kpfmjwb3rQ1AKvnzSE//1LSlJWRxrpfvwegRY9byzfY65Bw3jIZ187eHld3DwBM2ZkAuLh5lLiPm4clWTobHVUOEcrf2bkzpwCwt7fH3dPLytFUPa0iAvB0dWTX8TiyTHn0aVmTt0a3571HO/HEwMZU9yl6nvdyc6RWNct5Yeex4hMwT8WlE5ucSe1qHni4XPritWyn5XV8qG+DYsccP6QZPu5OzF11BFPu1ZOQ66E5F6Vw4sQJAEJCQkqsLyiPiSm7oYNnhzYt8vi1+1ry9rw9TJu/p8Tt+7W0XDXiYGdLiL8r7SIDyMk188/PNnL8Qto1n69NXX/CgjyJT83ij53FrzApa+t+/Y4LJ2PIyc4k9vQJYk9F4+Hjx/B/vlhk+KPX3WM4c/wIW5b+zJEdm6heJ/LihM692Ds4MvSJ56nTqHhvU0Wx9rcfAYhs3hZ7B8twkJunNwCJcedL3CfhgiU5zEhLITszw+pXw0jV9fMP3wLQql0nHEsYrpSbUz/EMok7NjmL/03sw8B2oUXqX7mvLY99uIr/rbF8kajpbxmST0jNIiO7+AR/gNPx6QR4uVCrmjv7YhIBWLvvLO/M38X4Ic3YO+Mu1u47S2qmZUJneJAnXy0/xJOfGNsTquSiFNLSLB/Grle4HMvNzQ2A1NRUw597/YELfLXyKJsPx3IuMZMafq4MblebCUOa8OKdzUnNzGHG4uJzChrX9uHebuGFjzOyc/m/r7bwXSknZt7VxTL++tP6aHLzzMY05joc3bWV43u3Fz728g9kyLj/Izgsssh2Ht6+jJr0Dj/95zWidm8lKfZcYV2Dtl2oXqfo9hXJge0b2bJiEXb29vS966HC8poRDbB3cCQtKYFDOzZRr0W7wjqz2czWlYsLH2dnZSq5kDKxecMaliycj729PQ88PM7a4VRJPu6WhK1/m9rk5efz5CdrmbfuGK5O9oy9rRFPDWnGZ//szsFTSew+Ho+7s6U3IvMKiQVAxsWrCj2ciyaDL8zexJn4dKaOak+fljULy4+eSWbFrlNkmUo3XF5aSi4quDd+3FXkcdS5VKb/vJcdx+KZ//wtTBzWlFnLj5CVU/SN8e/5e/j3/D04OdgSFujJQ70j+c+YDtzasib3v7uqcP5FSeztbBjS3jJm990a6wyJjHzx3wBkpqdx4cQxVs2bw6xXnqLniAfpOuS+wu3OxUTx7VvPY2Nry10TplC7QTNysjPZv3E1y777nOj9u3jo1f/gH1zLKu24kgunY/juP69hNpvpf/9jBF+cewHg4uZOh763s2bhD3z/4VSGPjKe8MYtSU1KYOn3M7lw+lIPmY2NjTXClyruZMxxpr36PGazmYceH09Y3XrWDqlKsrG1/P062Nvy8uwtfPr7/sK652dvolY1d4Z1CuepwU0Z/e6NXwLtaG/LF//qweAOdXjrhx18teIQCSnZtIzwZ/qYTswa34tgXzfeXWDc0L7mXJRCwdUhGRkZJdanp1suEfXwKHmMPDs7m5SUlCI/2dnZNxXTij1n2R4Vh7e7E60jrjxrPTsnnwOnkpjw5WZmLD7Ira1CeLTf1U8UvZvXwM/DmaNnU9gWFXdTcd4sFzd3ajdoyr3PTaV6WCQr/vdl4dUfebm5/O/dV0hNjGfE069Qv3UnXNzc8fQNoP1tw+g54kEy01JY+b9ZVm3DXyXHx/LFa8+SmZZKl4F30rn/8GLb3HrvIzRp34205ES+mvYSk0f2599P3s++zWsZNPofhdu5uFlv/Q6pmuJiz/Pi04+TlprC0BH3M/jOe60dUpWVftlE+ZImdH613DK5u0uj6gCkZVm2d3G6cr+Aq7OlLjXr0uTMZ4a3YHjncGYs2sdr323jxIU00rJyWL33LEOn/E5aZg4v3NUKPw+nm2/URUouSqFWLcu33lOnTpVYX1Beu3btEuunTp2Kl5dXkZ+pU6fedFxR5yzDMIE+LtfY0qJgrYrbWtW86nYFV4l8v7Z81rYoDTt7exp36A5mM4e2bQDg1JH9JJw7hXe1IIJLGP5o1K4bcOly1YogIzWFz6dMIDH2HK173MqABx4vcTt7B0fun/Aqj736H3oOvY+2twygz4gHGf/uLCKbWRbP8guqUThPQ8QIqSnJvPDUWC6cO0Pv227n4SeetnZIVdqJWMuQe3pWDnEpWcXqYy5YzvEBXpZz/Mk4y/a+Hs64XiHBqOFnGaY/cdncunu6W1b0LekKk5Nx6Ww5cgE3ZwdahAcUq79RGhYphWbNmgGwffv2EusLyps2bVpi/cSJExk/fnyRMicnJ94d9b+bisvbzfLBcqWJPX8Vn2rpLfH3vPK1zB4uDvRraZmg+r8KcJXI5Vw9LLPVM1KSAEhJsFz/7ezqVuL2ThfLM9ONnwtzI7IzM/ji9Wc5fyqaxu26MnzsM9cc1qjTsBl1GjYrUrbtT8uci/BGzcsqVPkbyszI4KWnH+dE9DE6devFk89N1rBbGdt1zNIz7OJoj6O9bbGrNXzdLT0JBT0WyekmTlxIpVY1D5qH+bH+QNFJ3yH+bgR4uRBzIZXUy3pFChKO5IySLzVNuXgJqo+7ei7KVadOnfDy8iIqKoqdO3cWq//xR8uM/4EDB5a4v5OTE56enkV+nJxu7kX083CiQ/1qAOw6nlCqfTo1sGx//PyVP2xvb1cLF0d7Nhy8QHQpriopT9H7LT0QPoHBALh7+wIQd+Yk2ZnFh6zORFm6Gb1LWCuivOXmmJj91gucPHqAyOZtuedfk7C1s7v2jn9hNptZv3gBAG1vKfn9JnK9TCYTr0x8kkMH9tKqbUeee/mtwlVwpeycjEtn1/E4y+KGjasXq+98sWzXZff9+H2b5erFIR2L325iSAdL2aK/LMZ1/uLCWS1L6JmwtbWhWZhlafeCnhIjKLkoBUdHR5544gkAxo0bVzjHAizLf+/evZtu3brRqlUrQ5+3bd0A+reuie1fvj3U8nfjm/HdcXd24LetJzlz8f4ifh5OjOwZgYtj8ZNCjybVefUeS3zfrLry+ggjOlvenNYYEjlxaC9Hdm4mP79o9p6Xm8umxfPYveYP7B2daNyhBwAhdRvh5uVDTnYWi778D7k5l7LylIQ4Fs/5LwAN23Utv0aUID8vj2/ffZWje7dTp0FTHnhmCvYOV1/8KzH2PGnJiUXKcrKz+WnGNE4ePUDrHv2oVbdBWYYtfxN5eXm89fJz7Nq2mcbNWvLiG+/gcI33pxjn3fmWSftTR7Un6LIh7qZ1/HhykKU3/PPFlyZ6fvTrXnLz8nm4bwPaRlYrLA+v7smzd7QgJzefD3/dW+Q5ft0UDcCke1oTEXxpvRJbWxteva8NoYGexFxIZdvRoquB3gwNi5TSiy++yLJly1i/fj1169alS5cuxMTEsGnTJgICApg5c6bhzxlR3YOPH+vEucQMdkUnkJyeQ01/N5qH+eLiaM/+k0n887ONhdu7OdnznzEdmHp/G3Yej+dMQgauTvZEVPekXg3LG+rD3/bzy+YTJT5fsK8rnRpUIzsnj/nltNz35eLPnuLnGW/j6uFF9bBIXN09yUhN5vzJ46QlxmPv4Mjgx57Dy9/yB+Xg6MiAh5/ih/deYdfqpRzbu53gsHrkmrI5eWQ/pswMqtepS+fb7yn3tlxu/eL57N28BgA3Dy/mf/ZuidsNeOCxwjUuovZu58cZ0wgJr4e3fyA5pmxiDu4lIy2FyOZtGTJmfInHqCg2rlvN1zM/KXxcsLT5Ew9dmhx434OP0r6TdRO/61UV2/XrT9+xfvUKADy9vPlo+hslbvfwuPF4efuUWCc37vvVUfRqHsL9Peux/YM72XjwPC6OdrSvH4izoz1fLD3AvPWXhqiPnEnm+VmbePuhDix7YxDLd50i5+KNy1yd7Bn/2boi9xUBeON/27mlRU3qhXiz5b1hbDx4nsS0bJqFWdYzysjO5dEPVpGXb9yyA0ouSsnZ2ZmVK1cydepUvv32WxYsWICvry+jRo1iypQpV1xg62ZsPRrH538conW4Py3D/PF2cyQ9O5c90Yks2BTDF38cLnIJamxKFi99s43ODQOpH+JNizA/bG1sOJ+UyY/rj/PlsiOsPVDywkwAd3QKxc7WlkVbT5Bk4DKwpRXasBldBt9L9IFdnD9xjIyUZOzs7fEOCKJhu6606zcUv6Cit7Zv0KYzY177L+sX/o+YA7s5smMTdvb2+FUPoVH77rS/bRgOjsaNI96IjLRLXY0FSUZJet85qjC5qBEWSZP23ThxZD9noo9ib+9IUK06tOlxK6173lbhx8KTEhM5sK/4Am+XlyUlJharr+iqYrvSUi99EBUkGSW578GxSi7KyCP/WcWGA+d5qG8DujaujtlsuYX650sO8M3KI8W2/+DXPUSdS+apwc3odPFeUduPxvLO/F38vrX4l8eE1Gw6T5jPk4ObMqhdKK3rVsPR3pZziRnMWXGI6fN2cehUkqFtsjGbzeW/QpIA4HX3HGuHYKjkufcDMHdH+a/oWZbubmFJaH7ec+4aW1YutzexnJROJd7cZdEVTYiPJZmsqu06Flv8qoLKLCzAMsE8q3Tz0is8k8nEu9MsVwNO3xVITn7VmX2QueCRUm9bdVotIiIiFYKSCxERETGUkgsRERExlJILERERMZSSCxERETGUkgsRERExlJILERERMZSSCxERETGUkgsRERExlJILERERMZSSCxERETGUkgsRERExlJILERERMZSSCxERETGUkgsRERExlJILERERMZSSCxERETGUkgsRERExlJILERERMZSN2Ww2WzsIERGRqsBkMjF16lQAJk6ciKOjo5Ujsg71XIiIiIih7K0dwN/ZIz/ss3YIhvr0jkYAfLQu2rqBGGxcp1AAVh6Kt24gButRzw+Aw+czrByJsSIDXQG1q7IoaNepxGwrR2KMnBxT4e+DPt1Mvk3V+ZhdOq59qbdVz4WIiIgYSsmFiIiIGErJhYiIiBhKyYWIiIgYSsmFiIiIGErJhYiIiBhKyYWIiIgYSsmFiIiIGErJhYiIiBhKyYWIiIgYSsmFiIiIGErJhYiIiBhKyYWIiIgYSsmFiIiIGErJhYiIiBiq6txovgxt27aNP/74g82bN7N582ZOnz4NgNlsLvPnruXtTMNAd0J9Xajj64KPqwMAj/ywr9i2NkC4vyvNqntQP9CNQHdH7GxtSMrMZf/5NBYfjCM+I6fYfjW8nOga5kNtHxd8XR1wc7QjN9/MmZRsNp9IZnVUAnll31QAfnrrGU4f2n3F+kFPvUZokzaFj//zYN9rHjOkfjOGPvu2IfHdqJijBzmwczPRhw8QfWQ/SfGxAMz4Zf0V90lPTWHxj1+xc8MqEuMu4OLmRkSj5tx25yhqhkWWV+g3bMH3c9i/eyfRx46QnJSIyZSNj68fjZu3YuhdIwkNr2vtEG+I2lV5HD64n22bN3Bw314O7t9DXOwFAJZvvPI5pjw52dvSqqYX7UN9aFTdg0APJ/LNZk4nZ7E2KoGfdp0lKye/xH171w9gYONAavu6kJNn5uD5VL7depr959JK3N7WBgY2DqRP/QBq+riQl2/mWHwG83adZd2xRMPbpuSiFKZMmcLPP/9slece0DCA5jU8S7Wtv5sjz/aoA0ByZg4HL6STb4Y6vi50C/elbS0vPlhzgqPxGUX2i/R3o0eEH3HpJs6mZJOanYeHkx3h/q6E+7nSsoYn762OIa8ckqkC4a064+jsUqzc3ce/yOMGnXpf8RjHd20mKy2Z4MjGhsd3vRZ9/yW7Nq0p9fbJCXFM+7+xxJ07g6ePH41atSclMYGdG1axZ/M6Hn/pbRq2aFeGEd+8/309k+zMTELD6xIaZvlgOhEdxcolv7Fm+RImvjadth27WjnK66d2VR5zZn7C+tUrrR3GFfWo68f4nuEAxCRksCE6EVcHOxpWd2dku5r0qOvPhAX7SMrMLbLf2M61GdqsOlk5eWw/mYyDnS0tQ7xoVdObKYsPs/540WTB1gZevrUe7ev4kGHKY+/ZVGxtoGGQB5NvrceczaeYs+WUoW1TclEKHTp0oGnTprRp04Y2bdoQGhpKdnZ2uTx3VHwmp5KziE7IJDohi6n96+Jgd6XRLDP7z6Xx+8E4DsWmF5ba29pwb8vqdKrjw0PtavDi70eK9ETsOZfKnkWpxKUX7dXwcLJjfLdQ6lVzo2uYDyujEsqghSXrMmIMnv5B19yu90MTSizPzkjj8KY/AajfoZeRod2QsPqNqREaQWjdBtSu24AXHh5Gbo7pitt//dFbxJ07Q6NWHXjkuddwupho7dy4ik/efIGZ01/htU9/wNnVrbyacN1efONdIiIb4OjkVKT8t/n/Y8a7U/ng7VeZ9eNi7Owr12lI7ao87WrYuBlhEZHUa9CI+g0bc8+QfuSYrvx3V97y8s38tu8883ad5WRiVmG5r6sDUwbUp26AG2M7h/LmH0cL61qEeDK0WXWSM3N48qd9nEm27Ncg0J1pQxrydM9wds3ZQbopr3CfIc2q076OD+dSsnju5wOcTbF8ftX0duat2xtyf9sQtp5I4sD5kns9boTmXJTCc889x6uvvsrAgQMJCrr2B56RlhyK45d9sew+m0ZKdu5Vt41Nz+G9NTFFEguA3Hwz324/S4YpDz83R8L9XIvUx6XnFEssAFKz81h8MA6AetUq7odYSY5sWU1ebg5B4Q3wDqxh7XDoO+x+Bt07hqZtO+Pl43fVbRNiz7Nnyzps7ey457EJhYkFQPP23Wjd5RbSUpJYt2xhWYd9Uxo2aV7sgwqg/5A7qV6jJkkJ8ZyIOWaFyG6O2lV53P3Ag4x+ZBwdu3TH18//2juUsz8OxfH+n8eLJBYACRk5fLjqOACdw3yxt7UprBvWvDoA3249XZhYABw4n8Zve8/j4WxPv4bVihxvQONAAL7ceLIwsQA4mZRV2GNxZ8tgA1um5OJvIyffzPk0y5vKy6X03zzy8s1F/q0sDm5YAVSMXovrdSLqEAD+gcH4VaterL5ek5YA7L6OYZaKxs7O8h60t3ewciTGUrvEKMcuDl872tvi6Wz5/3e0s6F5DS8A1pTQk1xQ1j7Up7DM1dGOGl7OAOw6nVJsn12nkwFoVdMLh8uSmJtVefq35KbYAH6ujgCkZF29B6SAq4MtvetZvmXvOZtaVqGVaN/qJWSlp2BjY4N3YAjhLTvi4Vft2jsCqfEXOHNkL7Z29tRt262MIzWeKdvybcTV3aPEejcPy8nlVPTREusruhVLFnL6ZDTBIbUIDqll7XAMo3aJkap7WnqRcvLySb14zg7xccHR3pakjBzi0osP7xy92Gtd57LeaWf7S30IaSX0fhd8Hjg72FHD25nohExD4ldy8TfRppYXns72pGTlEhVf8punmrsjtzXwxwYbPJ3tCfdzwdnBjj+jEth0Irlc492y8Nsij9f+7zPaDryHtoPuvea+BzeuALOZ2k1a4+JeusmwFYm7pzcACRfOlVgff/4MYLmaJCszA2cX1xK3qyjmzZ1NzPEosrMyORlznBPHo/D1D+CZyVOxs7Ozdng3TO2SsjS4qWUIfuuJJHIu9hxXc7ckHLElJBYAWbmWRMTT2R4XB1syc/JJzc4lL9+Mna0NgR5OnEwqOgQT5HFpKCzQw0nJhZSej4s9I5pb3qi/7LtA7hWGODyd7Ol4WXcawPIj8fy89wLlNShSI7Ixjbr2o3p4Q9y8fUlNiOXo1jVsWTiXjQu+wtHFlea9h1z1GIc2LAegfsdbyiNkw9WJbIi9gyMpSQns27aRRq3aF9aZzWY2LF9U+Di7EiQX2zevZ9e2zYWPqwVV56nnpxBRr6EVo7p5apeUlTa1venXsBo5efnM3nTpKg4XB0svRHZO3pV2JSs3Dw/scXGwIzMnn5w8M4cupNEwyIPe9QOYufFkke37NrjUI+ziaFzyqOSiinO0s+GxjrXwcLJnx+kUVl/leuaj8Rk88sM+bLDMVm5Rw5OBjQJoHOTOe6tjSlwjw2jth4ws8tgnKIQ2A+6mWmgkP7/zPJt+/prG3W7D3rH4xDOACzFHSDhzAidXd+o0q9iXal6Ji5s73W4bwvKfv2fWe1O45/Fnqd+0FcmJ8fz67eecPRVduK2NTcWfNvXau58AkJaaSsyxI3w3+1Mm/vNh7nt4HCMeeNjK0d04tUvKQk1vZ567JQJbGxtmrI8pnHtxM77ffoZXbqvH8ObVScnKZfnhOGyAvg0CGNA4kNy8fOztbDFytYGKf2aqArKzs0lJSSnyUx6XstrZwKMdahLq68KR2HQ+31i665jNQHxGDsuOxDNry2kCPZy4q0XxiYXlqXbjVlQLjSQ7I41zxw5ecbuCiZwRrbtg7+BYXuEZbvADj9GyYw9SkxP5ZOpEnrq7Dy8/fje7Nq7mzjH/KtzOxd3dekFeJ3cPDxo1a8nktz8gol4Dvvnivxw+UHwxuMpG7RKj+Lk58PrABng62/PjzjMs2F10aDTz4oJaTg5X7mFwtre7uO2l3o0NxxP5bH0MNjY2PNKpNt+PbsV3o1sxun0tFh+4wNE4SwJT0pyMG6Wei3IwdepUXnnllSJlkydPhkZ3lNlz2gCj2tagSXUPTiRm8uG6E4Xjdtdjx+lUsnLyaBzkjp2NTbkupPVX3oHBXIg+THpSyett5OfncaQCrW1xMxwcHHnk/17nyL6d7Nu+kbTkJHz8A2nd9RZssMzoDqgegkMlTKDs7R3o0rMvRw8dYPP6VUQ2aGTtkAyhdsnN8HCyY+qgBgR5OrH4wAU+XXei2DYXLl7xF+BW8t+9s70tHhfn1mX+ZWXPH3ZYVuLsGu5LoKcT6dl5bIpJZM+ZVL4Z2QKA6ISb7yUpoOSiHEycOJHx48cXKXNycuIfv5TdbP+7WlSnXS1vzqVm8/6amGJvtOuRbsrDz80OV0dbUrOvPNZX1rLTLQu8ODg5l1h/cv9O0pMT8PALrBCrchqhbqPm1G3UvEjZxhW/AxDZpIUVIjKGp5c3AClJxi87bE1ql9wIZwdbXh/YgFBfV9ZExfPeypLXEzmVmIkpNx9vVwf83ByI/8v6RBEBlvWIjl9hKOVMchbfbT9TpCzA3ZEAdydOJ2UWO97N0LBIOXBycsLT07PIj1MJi9UY5fZG1egR4Ut8uon3VsXcVELg7+aAj6sDmTl5pFkxschISeLMkb0ABNSOKHGbwomcHXpiY2Pc9doVidls5s9FPwHQuc/tVo7mxu3ZuQ2AoOCaVo7EWGqXXC8HWxteua0e9QPd2RKTxNSlR7lSJ7Mpz8zOi+tSdA0vvhhfl3BfADZGlz4JLLgqZdH+C9cZ+dUpuahibqnrR/+GASRn5vDu6hgSMq+difaI8MXTqXgnVqC7Iw+3C8HWxoYN0UllfsXI2aP7iNq+nvz8oklMStw5fvvwVXKys6jTvD0evgHF9s3JziJqu+UmYJV9SAQgIfYcKX8Z/jFlZ/P1R28SfXg/HXrdRp3Iijt7f/+enWzbtI78/KI9Zrm5Ofz601z+XPobjk7OdOnZx0oR3hi1q3K1q6KztYGJferSIsSLPWdSeHXx4StezVfgp51nAbindQ2CvS714jYIdKd/o0BSs3JZ/JdEwdnelpo+xXt8+zeqxtBm1TmZmMmCXSVf+n6jNCxSCr/99htTpkwpfGy6uDZ9+/aXLhF86aWX6N+/v+HP3STInf4NL32Y2l1cQe3/eta5FN/+WPacSyPEy5nhzSzLvMal53Bbg5KXu117LKnIzct6R/oxonkQp5KyuJBmslwt4uZAbR8XbG1sOBybzvw9xma1JUk8d5plM6fj6uVLtdoROLm6kRJ3gQsxR8jLMeFboza9Rj1V4r7HdqwnJzuTwDqR+FSveN+u9mxZx6LvZxU+zsu1JH1vTRhTWHbbiFE0adMJgIO7t/H1h29SO6I+vgFB5JiyiTqwm/TUFBq2aMc9jz1TrvFfrzOnTvD+1Ml4enkTUa8hHp5epCQnEXPsCAnxcTg6OvGvia8QEFi+y+nfLLWrcrVr47rVfD3zk8LHuTmWv7snHrq0Xs59Dz5K+07WuSHboCZBdL7Y25Ccmcs/utYpcbtP18cULna141QK83adZWiz6swY0YTtJ5Oxt7OhZYgXNjY2TF8RVeS+IgBeLg58cU9zouMzOJ2cRW6+mboBbgR7OXMuJYsXfj14Q3PyrkbJRSnExsayadOmYuWXl8XGxpbJc7s72RPmV3wdg8vL3C/2Org62mJ7cTgg3N+VcP+S1z84dCGjSHKxYO8FmgS5U9vXhUZB7jjY2ZBuymP/+TS2nEhmY0xyuaxzERRWnyY9BnDu2EHOHz9EdkYa9o7OBNQKJ6J1F5r2GHDFS1ALrhKp175i9lqkpiRx/HDxmfaXl6WmJBX+Xju8Pi079uD4oX2cOn4EewdHatQOp0Ov/nS8pX+FH/Zp3KwVd9z/EHt3biM66jApyUnYOzhQLSiYjt1vYeCwuyvlao9qV+WSlJjIgX17ipVfXpaUaL15JB6X9RgXJBklmbPlVJGVlWesjSEqLoPbmwTSsqYXOXlmdpxK4Zutp0q85XpqVi6/7j1Pk2APmod4Ymdjw7mUbOZsPsUPO89c8bbuN8PGbLbi9P+/uUd+qFqXdX16h2UW+Ufroq0biMHGdQoFYOWheOsGYrAeF5d2P3zeuBniFUFkoCWpVrsqh4J2nUosnztNl7WcHBNfffwOABv8epFvU3W+wy8d1/7aG12kORciIiJiKCUXIiIiYiglFyIiImIoJRciIiJiKCUXIiIiYiglFyIiImIoJRciIiJiKCUXIiIiYiglFyIiImIoJRciIiJiKCUXIiIiYiglFyIiImIoJRciIiJiKCUXIiIiYiglFyIiImIoJRciIiJiKCUXIiIiYiglFyIiImIoJRciIiJiKBuz2Wy2dhAiIiJVgclkYurUqQBMnDgRR0dHK0dkHeq5EBEREUPZWzuAv7M1hxOtHYKhukT6ALDrZKqVIzFWs5oeABw4m27lSIzVoLobAKcSs60cibFCfJwAyMq1ciAGc754tla7KjbTZe1YtO8CdvYO1gvGYAObBJZ6W/VciIiIiKGUXIiIiIihlFyIiIiIoZRciIiIiKGUXIiIiIihlFyIiIiIoZRciIiIiKGUXIiIiIihlFyIiIiIoZRciIiIiKGUXIiIiIihlFyIiIiIoZRciIiIiKGUXIiIiIihlFyIiIiIoeytHUBlkJGRwdKlS/n1119Zu3YtMTEx2NnZERERwbBhwxg/fjzu7u7lGlP00YPs37GZ40f2EX14P4nxsQB8/uvGq+6Xm5vLyt9+ZNOqpZw7FY3ZbMbb15+Ihs0YfN8j+PhVK4/wr9u+nVt5ZcLYa25358hHGX7/mHKIqGykJCfxj5HDSE5KJCg4hBnf/mLtkG7I4YP72bZ5Awf37eXg/j3ExV4AYPnG3VaOTKRyMGVncXjXFvZvXcfxg3tIjD2Pja0t/kE1aNK+G90G3ImTi2ux/ZIT4lg+bw6Hdm4mKe4Cthf3adyuK90G3YVzCfuUBSUXpfDtt98yZozlA6tBgwYMGjSIlJQU1q9fz+TJk5k7dy6rVq2iWrXy+2Be+N1Mdm5afV37pKUm8+6kJ4k5ehAvX38aNG8DwIWzp1i3bCGdbxlQYZMLb19/uvUZUGJdfn4ea5b9DkD9Ji3KMyzDffnfd0lJTrJ2GDdtzsxPWL96pbXDEKm0dqxZxg8z3gagWkhtGrbuRHZmOtGH9rL0+5nsXLuMx179AA8vn8J9Ys+e5MMXxpGekoRPtSAatupATo6JmEN7+eOHWeze8CdPvP5fXNzK/suwkotScHBw4JFHHuFf//oXDRo0KCw/e/Ys/fv3Z8eOHfzrX//i22+/LbeYwus3JiQ0gtDIBtSp25DnHhpCbo7pitubzWZmvPk8MUcPMvDuhxgwYjR2dpde/thzp3F2cSuP0G9IjVqhjHv25RLrdmxex5plv+MXEEijZq3KNzAD7dq2iZVLfqXPwKEs/XWetcO5KQ0bNyMsIpJ6DRpRv2Fj7hnSjxzTld+fIlKUrb0d7XsPpEv/OwgMCS0sT0mM44s3nuP08SP88uUH3PuvSYV1v82ZQXpKEh37Dmbwg09ia2cHQGZ6Gp+//gwxh/exeuH/6DviwTKPX8lFKYwcOZKRI0cWK69evTofffQRHTt2ZN68eZhMJhwdHcslpluHP3Bd229du5yDu7fRulMvbr+n+LBBQFANo0IrdwW9Fl163YqNjY2Vo7kx2dlZfDz9dWqGhjF4xAOVPrm4+4GyP3mJVGVtut9Km+63Fiv39PFnyMNP8eELj7Nn02pyc3Kwd3AA4NgBy7DjLcNHFiYWAC5u7nS//W5mT3uRk0cPlEv8mtB5k5o1awZAdnY28fHxVo7mylYv/RmAngPvsHIkxsrKzGTL+lUAdO19m5WjuXHfz/qU82dPM3b880V6lERE/io4NAKA3BwTGWnJheUFScbVuHp4lVlcl1NycZOOHTsGWIZOfH19rRxNyXJzczm6fzd2dnbUiWzIyeNHWPD1J3z14Zv8OvcLTh4/Yu0Qb9jmtSvIzsqkTkQ9QmqHWTucGxIddZif//c1PW8dRKOmLa0djohUcPHnzwBgZ2+Pq7tnYXlkM8s8umU/ziY/L6+wPDM9jT9/ngtA257l8yVMX5Fu0vvvvw9Av379cHJysnI0JYs7d5ocUzae3r78seA75n89A3N+fmH9L3M/p9fAEdw15l/WC/IGFQ6J3FI5ey3y8/P5aNoU3NzdGfnok9YOR0QqgbW//QhAveZtsXe4NBR/2z2PcDrqEOuXLODAjo2EhNUj12Qi+tAe7B0cueefLxLRuHy+wCi5uAmLFi3iiy++wMHBgSlTplg7nCtKT0u1/JuazLyv/kuP24bRZ8g9uLi6s3PTar79ZDrLfvmOasEh9Ow/3MrRll5ifBx7dmzB1taOzj37WjucG/LbvO84cnAf/3juZTy9vK0djohUcAe2b2Dzit+ws7en310PF6nz9PHjsVf+w9fvvcLhXVtIvHCusK5Ju66EhNcrtziVXNyggwcPct9992E2m5k2bVrh3IuKyGy29FLk5eXRuFUH7n3smcK6zr0HkmPK5psZ/+b3H2ZXquRi3crF5Ofn0bxNR7x9/a0dznWLPX+Wb774L42ataLXrYOsHY6IVHAXTsfw7X9ew2w2M+D+xwrnXhQ4Ex3FF1OfxdbWjtHPvUFYw2aYsrLYvfFPFn3zKVH7dvLE6/+lWo1aZR6r5lzcgNOnT9OvXz8SExMZP348Tz559e7s7OxsUlJSivxkZ2eXU7Tg5OxS+HvnW4qvFdGxl6UsMT6W82dOlltcN6tgSKRrJR0S+eS9N8nNzeGx8c9bOxQRqeCS42P57LVnyExLpevAO+nSv+jk/LzcXL6a/hIpifGMfGYKjdp0xsXNAy+/ALr0v4N+dz9MRloKS77/olziVc/FdUpISKBPnz7ExMQwevRo/v3vf19zn6lTp/LKK68UKZs8eTK97imfMXa/atVL/L2Ak7MzHt4+pCYlkpqcSGBwzXKJ62acijnO8aOHcHZxpU2n7tYO54Zs3bAGN3cPPn7njSLlOSZL4pkQF8sLT1ouG54waSo+fpWvd0ZEbl5GagqfTnmaxNhztOlxGwMfGFdsm5jD+4g7ewq/oBqEhBUf/mjWoTu/zv6IY/t3lUfISi6uR1paGrfeeiv79+9n6NChfPbZZ6VaV2HixImMHz++SJmTkxObYzLKKtQiXN3c8Q8MJu78GTIuzr+4XH5+PplpaZa4LuvlqMhWL1sEQNvOPXBydrZyNDcuPS2Vfbu2lVhnMmUX1pm0AJXI31J2Zgafvf4M509F06RdV+4Y+0yJnzvJCZZbQDi7lrwYorOrZVXOzPS0sgv2MkouSik7O5vbb7+dzZs307dvX+bOnYvdZYuUXI2Tk9MVriQpn+QCoHm7Liz75XsO7d1Oo5btitQdO7SX3NwcHB2dCAqpXW4x3Siz2cy6FYuByjskArDgz+0llp8/e4ZH7x5Qqe8tIiI3LzfHxJdvPc/Joweo17wt9/5rcpHFsS7n4W1ZCiH2zEmyMjOK3UPk5NGDAPgEBJVt0BdpzkUp5OXlcffdd7NixQq6dOnCvHnzym0lTqPcMmgE9vYOrFj4A1EH9xaWpyYn8d1n7wHQ6ZYBODhU/HYd2LOD2PNn8fWvRuMWbawdjoiI4fLz8vj63Vc4unc7dRo0ZeQzr111kazakY1w9/LBlJXJ/M/fLXI7iOSEOH6Z9QEATTt0K/PYQT0XpfLhhx8yf/58APz9/Xn88cdL3O7f//43/v7lMy6+e8s6Fn4/s/BxXm4OAG9MeKiwbMCIB2naphMA/oHB3Pf4s8z+4A3enjiW8HpNcHFzI+rAHtJSk6kVXo9ho4qP41VEBRM5O/fsi62t8uOKaOO61Xw985PCx7k5lvfnEw/dW1h234OP0r5T13KPTaQyWLd4Hns3rwHAzcOLeZ+9U+J2Ax94HDdPbxwcnRj+6AS+mj6JbauWcHTPdkLC65Fjyibm8D6yMzOoERZJz8H3lngcoym5KIXExMTC3wuSjJK8/PLL5ZZcpCYncuzQvmLll5elJicWqevceyD+QcH8/uMcjh/ah8mUTUBQMD0H3kHfIfdWivkWOSYTG9csByrvwll/B0mJiRzYt6dY+eVlSYmJxepFxOLy+XEFSUZJ+tw5GjdPbwAat+3Ck1M/4c9fvuPYgV0c3LERO3sH/INCaNaxB13734FDOS32aGM2m83l8kxSzJrDVevk2iXScuvfXSeLTxqtzJrV9ADgwNl0K0dirAbVLRO/TiWW32XR5SHEx3LyzMq1ciAGc774VVDtqthMJhPvTpsKQLNBD2Fnf+37fVQWA5sElnpb9SmLiIiIoZRciIiIiKGUXIiIiIihlFyIiIiIoZRciIiIiKGUXIiIiIihlFyIiIiIoZRciIiIiKGUXIiIiIihlFyIiIiIoZRciIiIiKGUXIiIiIihlFyIiIiIoZRciIiIiKGUXIiIiIihlFyIiIiIoZRciIiIiKGUXIiIiIihlFyIiIiIoeytHcDfWZdIH2uHUCaa1fSwdghlokF1N2uHUCZCfJysHUKZcK6iZze1q2Kzzb/0+22NquHo6Gi9YKxIPRciIiJiqCqSK1ZOx2KzrB2CocICnAHYdTLVypEYq6Anpqq2KyvXyoEYrOAbsNpVOVS1dpkua8f6o0nY2TtYLxiDXU9vu3ouRERExFBKLkRERMRQSi5ERETEUEouRERExFBKLkRERMRQSi5ERETEUEouRERExFBKLkRERMRQSi5ERETEUEouRERExFBKLkRERMRQSi5ERETEUEouRERExFBKLkRERMRQSi5ERETEUPbWDqCyeOedd1i7di179uzhwoULZGVlERQURLdu3XjmmWdo0qSJtUMEICsrk+2bN7Bp3Sr27d7BhfNnsbW1JbhGLTp178XQEQ/g4upq7TCv276dW3llwthrbnfnyEcZfv+YcojIGFW1XSJyc6KPHmT/js0cP7KP6MP7SYyPBeDzXzdedb/c3FxW/vYjm1Yt5dypaMxmM96+/kQ0bMbg+x7Bx69aeYSv5KK03njjDdLT02natGlhIrFv3z7mzJnDd999x7x58xgwYICVo4Q///id9996BYCaoWG079SdjPQ09u/dxddffMyqZYt5+8Mv8Pbxs3Kk18fb159ufUr+/83Pz2PNst8BqN+kRXmGddOqartE5OYs/G4mOzetvq590lKTeXfSk8QcPYiXrz8NmrcB4MLZU6xbtpDOtwxQclHR/Pzzz7Rq1QpnZ+ci5f/9738ZN24cDz/8MKdOncLe3rr/pXb29tw6aBiD77yPWqFhheUJcbFMevYJog4f5JP3p/Hcy29aMcrrV6NWKOOefbnEuh2b17Fm2e/4BQTSqFmr8g3sJlXVdonIzQmv35iQ0AhCIxtQp25DnntoCLk5pitubzabmfHm88QcPcjAux9iwIjR2Nld+jyKPXcaZxe38ggdUHJRap06dSqx/PHHH+edd94hKiqK/fv307Rp03KOrKjetw6i962DipX7+gcwbvzzjB/7AOtWLycnJwcHBwcrRGi8gm/3XXrdio2NjZWjMU5VbZeIXNutwx+4ru23rl3Owd3baN2pF7ffU3wINSCohlGhlYomdBqg4EPa0dHRypFcXZ2ISAByTCZSk5OsG4xBsjIz2bJ+FQBde99m5WiMU1XbJSJlY/XSnwHoOfAOK0dioZ6LmzRnzhwOHTpE3bp1qVu3rrXDuapzZ04BYG9vj7unl5WjMcbmtSvIzsqkTkQ9QmqHXXuHSqKqtktEjJebm8vR/buxs7OjTmRDTh4/wrZ1K0hJSsTHL4Dm7btSs075fj4pubhO06ZNY9++faSnp3PgwAH27dtHcHAwc+fOxc7OztrhXdXPP3wLQKt2nSp8L0tpFQ4d3FK1vt1X1XaJiPHizp0mx5SNp7cvfyz4jvlfz8Ccn19Y/8vcz+k1cAR3jflXucWk5OI6LVmyhOXLlxc+rl27Nl999RWtWlXsCXebN6xhycL52Nvb88DD46wdjiES4+PYs2MLtrZ2dO7Z19rhGKaqtktEykZ6Wqrl39Rk5n31X3rcNow+Q+7BxdWdnZtW8+0n01n2y3dUCw6hZ//h5RKT5lxcp2XLlmE2m0lMTGT16tXUrVuXbt268frrr19xn+zsbFJSUor8ZGdnl1vMJ2OOM+3V5zGbzTz0+HjC6tYrt+cuS+tWLiY/P4+mrdrh7etv7XAMU1XbJSJlw2y29FLk5eXRuFUH7n3sGQKCauDu6UXn3gO5Y/QTAPz+w+xyi0nJxQ3y9vamS5cuLFq0iFatWvHSSy+xZcuWEredOnUqXl5eRX6mTp1aLnHGxZ7nxacfJy01haEj7mfwnfeWy/OWh4Khg65VbOigqrZLRMqGk7NL4e+dbym+bk7HXpayxPhYzp85WS4xKbm4SQ4ODowYMQKz2cyvv/5a4jYTJ04kOTm5yM/EiRPLPLbUlGReeGosF86dofdtt/PwE0+X+XOWl1Mxxzl+9BDOLq606dTd2uEYpqq2S0TKjl+16iX+XsDJ2RkPbx8AUpMTyyWmm55zkZ2dzU8//cSaNWs4c+YMAMHBwXTu3Jlhw4YVW3SqKvL3t3Rdx8bGlljv5OSEk5NTCTVZZRZTZkYGLz39OCeij9GpWy+efG5ylVorYfWyRQC07dwDpyr0Hquq7RKRsuPq5o5/YDBx58+QcXH+xeXy8/PJTEsDivZylKWbSi6WLVvGqFGjOHv2LGazuUjdp59+yrPPPsusWbPo3bv3TQVZ0a1aZVmPIDw83MqRWJhMJl6Z+CSHDuylVduOPPfyWxX+SpbrYTabWbdiMVC1hg6qartEpOw1b9eFZb98z6G922nUsl2RumOH9pKbm4OjoxNBIbXLJZ4bHhbZtGkTAwYM4MyZM7Rt25b33nuPBQsWsGDBAt5//33atWvH2bNnGThwIJs2bTIy5nK3bt06Fi9eTP5ll/YA5OTk8MEHHzBnzhxcXFwYMWKElSK8JC8vj7defo5d2zbTuFlLXnzjnSqzEmeBA3t2EHv+LL7+1Wjcoo21wzFMVW2XiJS9WwaNwN7egRULfyDq4N7C8tTkJL777D0AOt0yAAeH8lmG4IZ7Ll566SVycnL4+OOPefTRR4vV/+Mf/+DTTz9l7NixTJo0iSVLltxUoNZ05MgRRo8ejb+/P61atcLPz4+4uDj27NnD2bNncXZ2ZtasWdSsWdPaofLrT9+xfvUKADy9vPlo+hslbvfwuPF4XRyDq2wKJjx27tkXW9uqM22oqrZLRK7f7i3rWPj9zMLHebk5ALwx4aHCsgEjHqRpG8utKfwDg7nv8WeZ/cEbvD1xLOH1muDi5kbUgT2kpSZTK7wew0aV3zIEN5xcbNq0idatW5eYWBR45JFH+OKLL9i48eq3iK3ounXrxvPPP8+qVavYvXs3cXFxODo6EhoayvDhw/nnP/9JRESEtcMEIC01pfD3giSjJPc9OLZSJhc5JhMb11jWGalKC0xV1XaJyI1JTU7k2KF9xcovL/vr5MzOvQfiHxTM7z/O4fihfZhM2QQEBdNz4B30HXJvuc23ALAx/3WyRCn5+Phw22238c0331x1u3vvvZfffvuNpKSkG3maKu1YbNlN6LSGsADLBMRdJ4tPKKrMmtX0AKpuu7JyrRyIwZwvfmVSuyqHqtYuk8nEu9MsSw10u+Mx7OyrzrB0l8jSfyG94b7Xtm3bsnv37mtut3v3btq2bXujTyMiIiKVzA0nF1OmTOHIkSNMnjy52ERHsMx8nzx5MkeOHGHKlCk3FaSIiIhUHjc85+LgwYOMHDmS1157jTlz5jBs2DBq17Zc4hITE8O8efOIjo5mzJgxHDp0iEOHDhXZ/4EHru9e9SIiIlI53PCcC1tbW2xsbIqsb1GwSFNJZQXMZjM2Njbk5eXdyNNWKZpzUTlozkXlUtXG8AuoXZWD5lxY3HDPxaRJk6rUio8iIiJijBtOLl5++WUDwxAREZGqQiv1iIiIiKFu+sZllzt58iRLliwhLi6OGjVqcOuttxbe1EtERET+HkqdXOzatYtPPvmEdu3aMXLkyGL17733Hs899xy5uZdm5bi6uvLZZ59x1113GROtiIiIVHilHhb58ccf+eSTT/Dz8ytWt3z5csaPH09OTg41atRg6NChNG3alPT0dEaOHMmBAwcMDVpEREQqrlInF2vWrMHDw4N+/foVq3vjDcvNsTp16sShQ4f44Ycf2LFjB5MnTyYnJ4cPP/zQuIhFRESkQit1chEdHU2bNm2wty86kpKSksLq1auxsbFh6tSpuLhcujHKCy+8QFBQEKtWrTIuYhEREanQSp1cXLhwgcDAwGLlW7ZsIS8vDx8fHzp16lSkzt7enubNmxMTE3PzkYqIiEilUOrkwsbGhvj4+GLlW7duBaB169YlLqrl6+tbZJKniIiIVG2lTi7q1KnD1q1byczMLFK+ZMkSbGxsivVaFLhSj4eIiIhUTaVOLvr160d8fDxPPPEE2dnZAHz//ff8+eefAAwePLjYPmazme3bt1OzZk1DghUREZGKr9TJxYQJE/Dx8WHWrFl4enri7+/PPffcA8CAAQNo0qRJsX3++OMPEhIS6NKli3ERi4iISIVW6uQiKCiI5cuX06hRI3JyckhISMBsNtO3b19mzZpV4j7Tp08HoG/fvoYEKyIiIhXfDd1y/ejRo8TGxhISEnLVIY/du3djNptp3LgxdnZ2NxWoiIhIRWcymZg61XLL9YkTJ+Lo6GjliKzjhu4tEhERQURExDW3a9q06Y0cXkRERCoxw25cdv78ec6cOQNAcHCwrhAphawqdoWu88V30/boFOsGYrCWoZ5A1W1XVX0fql2VQ1Vrl+mydqw5koidvYP1gjFY93q+pd72pm65bjab+c9//kNkZCTBwcG0bt2a1q1bExwcTN26dXn//ffJz8+/macQERGRSuaGey6ys7MZOHAgy5cvx2w24+PjQ+3atQE4ceIEUVFRjB8/noULF7Jw4UKcnJwMC1pEREQqrhvuuXjjjTdYtmwZjRo14vfffyc+Pp7t27ezfft24uLiWLx4MY0bN2bFihWFNzYTERGRqu+Gk4uvv/4ab29vVq5cWeKlpn369GH58uV4eXkxZ86cmwpSREREKo8bTi7OnDlDr1698PPzu+I2/v7+9OzZk7Nnz97o04iIiEglc8PJRY0aNTCZTNfcLicnh+Dg4Bt9GhEREalkbji5uPfee1m+fPlVb6ceExPD8uXLC5cJFxERkarvhpOLF198kZ49e9K1a1dmzpxJenp6YV16ejpffvkl3bp1o1evXkyaNMmQYEVERKTiK/WlqGFhYcXKzGYzp06dYsyYMYwZMwYfHx8AEhMTC7exsbGhfv36REVFGRCuiIiIVHSlTi6io6OvuU1CQkKxsqsNm4iIiEjVU+rkQittioiISGnc1PLfIiIiIn+l5EJEREQMVephkRMnTgCW9S3s7OwKH5dWrVq1ri8yERERqZRKnVyEhoZia2vL/v37iYyMJDQ0FBsbm1Lta2NjQ25uFbmfroiIiFxVqZOLrl27YmNjg6ura5HHIiIiIpcrdXLx559/XvXx30l8fDwNGjQgNjaW8PBwjh49au2Q/jZOnzjO/G+/YN+uraSlpuDt60/Ltp0Zdv8jeHp5Wzu8G1ZV2yUiNy7m6EEO7NzM8cP7iT6yn6T4WAA++WXDFfdJio/l9x9ms2/7RhLjLmBja0u16iE079CNPoPvwdnVrVxiL3VyUVpZWVkkJSXh7++Pvb3hh68Qnn76aeLi4qwdxt/O3p1b+Pek8WRnZxFcM5TIBk05GRPF0l9/YOuGVbz63kz8AgKtHeZ1q6rtEpGb89v3X7Jr0+pSb3/+zEmmPfcoqcmJ+FWrTpM2ncjJMXHswB5++24m29et5Lm3P8XFzb0Mo7Yo9ad/amoqBw4cwNvbm8jIyGL1R44c4YknnmDlypXk5eXh6OjI7bffzrvvvkv16tUNDdqali9fzuzZs3nkkUf49NNPrR3O30Z2VhYfvvki2dlZDL33Ye544FHAskrst5//h4U/fs2n777GxDc+sHKk16eqtktEbl5Y/caEhIZTu24DQus25PmHh5Kbc+Ubhs6b9RGpyYl0u20od40Zj62dHQCZ6Wm8//JTHD+0lz9+nsuge8aUeeylvhT1q6++okOHDixcuLBY3blz5+jSpQvLli0jNzcXs9lMdnY2P/zwAz169CAzM9PQoK0lMzOTRx99lIYNGzJhwgRrh/O3snndCpITEwgOqc2w+y79YdjY2DBi9DgCAoPZvW0jMVGHrRjl9auq7RKRm9dv2P0MuvcRmrXtgpeP3zW3P7JvJwD9RzxYmFgAuLi503fovQDEHDlQJrH+VamTi1WrVmFra8t9991XrG7KlClcuHABHx8ffv75Z1JTU9m+fTutW7fmyJEjfPzxx4YGbS2vvPIKx44dY8aMGTg4OFg7nL+V40cOAlC/SQtsbYu+be3t7Yls1BSArRtWlXtsN6OqtktEyl9pPpfcPLzKIZLrSC52795NkyZNqFatWpHy/Px85s6di42NDW+88QYDBw7Ezc2N5s2bM2/ePOzt7VmwYIHRcZe73bt3M336dEaPHk2XLl2sHc7fTnaWpffLzd2zxHoPT8sfzIljR8otJiNU1XaJSPlr0KIdAL99P5P8vLzC8sz0NJbM+waATrcMKJdYSj3n4sKFC/Tt27dY+e7du0lKSsLBwYG77rqrSF2NGjVo164dBw6UTzdMWcnPz+fhhx/G29ubt99+29rh/C15elnuuBt34WyJ9RfOnQEg9sK5covJCFW1XSJS/oY88Bgnjh5k1aJ57N26gdoR9ckxZRN1YA/2jo48OP5l6jVtVS6xlLrnIj09nZycnGLl27ZtA6Bp06Z4ehb/9hUSEkJKSspNhGh9H3zwAVu2bGHatGn4+V173EuMV79JCwB2bF5HSnJSkbqEuAvs2b4ZgKzM9PIO7aZU1XaJSPnz8vHj6Tc+omGLdsRfOMv29SvZs3U9GemphNdvQu2IeuUWS6mTi4CAAA4ePFisfO3atdjY2NC2bdsS98vKysLLq3zGeMrCiRMnePHFF+nWrRujRo26oWNkZ2eTkpJS5Cc7O9vYQKu4pq3aUyeiPlmZGbz14j85enAfWZkZHN6/mzdffJL8PMsKsDY2let2OVW1XSJS/k4dP8qUJx/g/OkYHn/hbd79dilvfvkzdz78L/Zu28Dbzz3KuVMx5RJLqc9YBcMbv/76a2FZbGws8+bNA6BPnz4l7rd//36Cg4NvMkzrGTduHCaTiRkzZtzwMaZOnYqXl1eRn6lTpxoYZdVnY2PDU5PeJqR2GMcOH+ClJ0cxenA3Jj/1EClJCQy77xEA3Nw9rBzp9amq7RKR8pWXm8snbz1PUkIcYye+SbN2XXB198DHrxq9Bo3g9vseJT01hV++/axc4in1nIsnnniC+fPnc8cdd3DnnXcSEBDATz/9RGpqKrVq1aJ///7F9jl27BiHDx/m/vvvNzTo8rRw4UK8vb0ZO3ZskfKsrCwATp8+Tffu3QH47rvvCAoKKnaMiRMnMn78+CJlTk5OmMsm5CorILA6b378DVvW/cnh/bsxZWcTEhpG5x792LxuJQAhtcOsHOX1q6rtEpHyc+zQXi6cOUlAUA1qhRcf/mjVqSc/zvxP4eWqZa3UyUWPHj14+eWXeeWVV/j666+xsbHBbDbj4uLCl19+WeJqnAXf9kuaCFqZJCUlsWpVyZcCZmVlFdYVJBx/5eTkhJOTU/F9dS+362ZnZ0/7rrfQvustRcoP798NQMNm5TNZyWhVtV0iUj4S4y4AXHH1zYLyjLTUconnutbnnjRpEgMGDGDevHnExsZSs2ZN7r33XurUqVPi9k5OTjz55JP069fPkGCtwWwuuX8hOjqaOnXq6N4iFUBSQhyb167A3dOLtp16WDscw1TVdomI8QoW2Tp/+gRZGenF7iESfWQ/AH7Viveul4XrvvlHy5YtadmyZam2nTJlynUHJHIlJ6OPEhhcE0fHS71A8bHneXfKc2RmpDN2wmQcnZytGOGNqartEpHyE1a/MR5ePqQmJzL3k+nc98T/4eDgCFhuZvbD5+8D0LJTz3KJp2reWUyqpIU/fs2WdX9SJ6I+3r7+pCQlcGjfLnJyTAy95yG69S6fxWGMVlXbJSI3Z8+Wdfz2/ZeFj/NyLctBvDnh4cKy/iNG06RNJxwcnbhv3HN88tYLbFz5Owd3b6V2RANyTNkcO7iHrMwMaoXXo9+w8pkDqeRCKo3WHbuTlBDPieNHOLR/F27unjRr3YFbh9xdqeckVNV2icjNSU1J4vjhfcXKLy9LTUkq/L15+25M/PcX/LHgW47s28nebeuxt3egWvUQWnXuRa9BI8qtF9TGfKVJBVLmqtqETueLqer26Mq9aNpftQy1LA5XVdtVVd+HalflUNXaZTKZeHeaZamBzsPHYmdfde5D1b2eb6m31co8IiIiYiglFyIiImIoJRciIiJiKCUXIiIiYiglFyIiImIoJRciIiJiKCUXIiIiYiglFyIiImIoJRciIiJiKCUXIiIiYiglFyIiImIoJRciIiJiKCUXIiIiYiglFyIiImIoJRciIiJiKCUXIiIiYiglFyIiImIoJRciIiJiKHtrB/B35lxF//dbhnpaO4QyUVXbVVXfh2pX5VJV2mWbf+n3LnV9cHR0tF4wVqSeCxERETFUFckVK6esXGtHYKyCbx5VtV37TqdbNxCDNarhBlTd10vtqhyqWrtMl7XjwJl07B1yrBeMwQrOGaWhngsRERExlJILERERMZSSCxERETGUkgsRERExlJILERERMZSSCxERETGUkgsRERExlJILERERMZSSCxERETGUkgsRERExlJILERERMZSSCxERETGUkgsRERExlJILERERMZSSCxERETGUkgsRERExlL21A6gsunfvzqpVq65Y//vvv9OvX79yjEiqipeeGsO+XduuWP/imx/Qsm2ncoxIRCqyynDOUHJxnYYNG4a7u3ux8ho1alghGqlK2nfthYuLa7FyP/9qVohGRCq6inzOUHJxnf79738TGhpq7TCkCho19imqBQVbOwwRqSQq8jlDcy5ERETEUEouRERExFAaFrlOX3zxBfHx8dja2hIZGcngwYOpVauWtcOSKmDZogWkpiRja2NDcM3atO3UnYDA6tYOS0QqqIp8zlBycZ1ee+21Io8nTJjASy+9xEsvvWSliKSq+PHrz4s8nj3jXYbfP4Y77x9jpYhEpCKryOcMJRel1LVrVx5++GE6duxI9erVOXnyJD/++COvvfYakyZNwtPTkyeffNLaYUol1LBpS265bTD1GjXDx8+f+AvnWb96GT9+/QXfffkxrq5uDBh2j7XDFJEKojKcM2zMZrPZqhFUckuXLqVv3754e3tz5swZXFxcim2TnZ1NdnZ2kTInJyfMdk7lFWa5cL6YqmblWjcOoxW0a9/p9HJ93p1bNvDqc+Nwc/fg8x+W4OTkbOjxG9VwA6ru66V2VQ5VrV0mk4l3p00FYPDIf2Lv4Fhuz11e54zS0ITOm9SnTx9at25NUlISmzZtKnGbqVOn4uXlVeRn6tSp5RypVDbN23QgvF5D0tNSOXJgr7XDEZEKriKdM5RcGKBu3boAnD17tsT6iRMnkpycXORn4sSJ5RmiVFLBNSyThRPj46wciYhUBhXlnKE5FwZITEwEwM2t5C4jJycnnJyKD4FUlW5AKTtpaSkAODkXH24TEfmrinLOUM/FTYqNjWXNmjUAtGzZ0srRSFWSnJTIgd07AAiLrG/laESkoqtI5wwlF6Wwfv16FixYQF5eXpHy6OhohgwZQnp6OoMGDSIkJMRKEUpldXDvLjatXVnsvXXh3BnemvQ0WVmZtOnYDf+AQCtFKCIVSWU5Z2hYpBQOHz7M6NGjCQoKomXLlnh7exMTE8O2bdvIysqiUaNGfPbZZ9YOUyqhM6di+PDtl/H29Sesbn3c3D2IPX+WY4cPYDJlUzM0nMee1hoqImJRWc4ZSi5KoV27djz22GNs2rSJLVu2kJiYiJubG82bN+eOO+7gscceK/ESVJFriWzQmL6D7uDIgT0cPbSP9NRUnJydCY2IpGO33vQdNNzwy8lEpPKqLOcMrXNhRVVtQmdVu169gLXWuShrWueiclG7KgdrrnNR1rTOhYiIiFiNkgsRERExlJILERERMZSSCxERETGUkgsRERExlJILERERMZSSCxERETGUkgsRERExlJILERERMZSSCxERETGUkgsRERExlJILERERMZSSCxERETGUkgsRERExlJILERERMZSSCxERETGUkgsRERExlJILERERMZS9tQP4O3Ouov/7VbVdjWq4WTuEMlFVXy+1q3KpKu2yzb/0e4NgNxwdHa0XjBWp50JEREQMVUVyxcopK9faERir4JtHVW3XrpOp1g3EYM1qegBV9/VSuyqHqtYu02Xt2HMqDXsHB+sFY7CCc0ZpqOdCREREDKXkQkRERAyl5EJEREQMpeRCREREDKXkQkRERAyl5EJEREQMpeRCREREDKXkQkRERAyl5EJEREQMpeRCREREDKXkQkRERAyl5EJEREQMpeRCREREDKXkQkRERAyl5EJEREQMpeRCREREDGVv7QAqky1btjBt2jTWrl1LbGwsbm5uNGnShAcffJBRo0ZhY2Nj7RClktm3cyuvTBh7ze3uHPkow+8fUw4RiUhFVxnOG0ouSumnn35ixIgR5OXl0bJlS7p06UJsbCxr1qxh7dq1LFu2jG+++cbaYUol4+3rT7c+A0qsy8/PY82y3wGo36RFeYYlIhVYZThvKLkohdzcXB5//HHy8vL45ptvuOeeewrrDhw4QOfOnfn22295+OGH6dGjhxUjlcqmRq1Qxj37col1OzavY82y3/ELCKRRs1blG5iIVFiV4byhORelcPDgQS5cuEC9evWKJBYADRo04L777gMswyYiRin49tGl160achORUqko5w0lF6Xg5ORUqu38/PzKOBL5u8jKzGTL+lUAdO19m5WjEZHKoCKdN5RclEJYWBjh4eEcOnSIb7/9tkjdgQMH+Prrr/Hx8WHIkCFWilCqms1rV5CdlUmdiHqE1A6zdjgiUglUpPOGkotSsLOzY/bs2Xh7e3PvvffSqlUr7rrrLnr27EnTpk0JCQlh+fLl+Pr6WjtUqSIKuzZvUa+FiJRORTpvaEJnKXXq1IlVq1YxZMgQtm/fzvbt2wFwdHSkd+/ehIXp26UYIzE+jj07tmBra0fnnn2tHY6IVAIV7byhnotSmjt3Lm3btqVmzZps2rSJtLQ0Dh8+zKhRo5g+fTo9e/YkOzu7xH2zs7NJSUkp8nOlbUXWrVxMfn4eTVu1w9vX39rhiEglUNHOG0ouSuHIkSOMHDkSf39/Fi5cSNu2bXFzc6Nu3bp88sknDBgwgO3btzNz5swS9586dSpeXl5FfqZOnVrOrZDKoqBrs2sF6NoUkcqhop03lFyUwnfffUdOTg79+vXD3d29WP2dd94JwOrVq0vcf+LEiSQnJxf5mThxYpnGLJXTqZjjHD96CGcXV9p06m7tcESkEqiI5w3NuSiFU6dOAeDl5VVifUF5YmJiifVOTk4lXs6alWtQgFJlrF62CIC2nXvg5Oxs5WhEpDKoiOcN9VyUQlBQEABbt24tsb5g8azQ0NDyCkmqILPZzLoVi4GK07UpIhVbRT1vKLkohdtvvx2wDHt8/PHHReo2btzIu+++C8Dw4cPLPTapOg7s2UHs+bP4+lejcYs21g5HRCqBinreUHJRCi1btmTChAkAPP744zRu3Jg777yTzp0706lTJ9LT03nkkUe45ZZbrBypVGYFE7I69+yLra3+NEXk2irqeUNzLkpp2rRpdOzYkRkzZrBt2zYOHTqEh4cH3bp1Y8yYMdx9993WDlEqsRyTiY1rlgMVYwEcEan4KvJ5Q8nFdRgyZIiW+JYy4eDoyJfzV1g7DBGpRCryeaPi9KGIiIhIlaDkQkRERAyl5EJEREQMpeRCREREDKXkQkRERAyl5EJEREQMpeRCREREDKXkQkRERAyl5EJEREQMpeRCREREDKXkQkRERAyl5EJEREQMpeRCREREDKXkQkRERAyl5EJEREQMpeRCREREDKXkQkRERAxlb+0A/q5MJhOmXGtHYSzbfMu/VbVduTk51g3EYCaTyfJvFX291K7Koaq1K+fi3xVUzXOGo6Njqba1MZvN5jKOR0rwyiuvWDsEERGR6zJ58uRSbadhERERETGUei6sxGQy4T/4A2uHYai4Bf8A4F8/H7RyJMZ67/b6AExdcczKkRhrYs8wAA6cSbdyJMZqEOwGwKFzVatd9YIs7aqqr9fppGwrR2KMnJwc5n5uObe/vyiW3DwrB2SguPXvlHpYRHMurMTR0ZGcfBtrh2Gogjed2bZqva0K2mVjVzXbZe9QtcaF1a7KpaBdDg5V73tubh7kVKHkorSJBWhYRERERAym5EJEREQMpeRCREREDKXkQkRERAyl5EJEREQMpeRCREREDKXkQkRERAyl5EJEREQMpeRCREREDKXkQkRERAyl5EJEREQMpeRCREREDKXkQkRERAyl5EJEREQMpeRCREREDGVv7QD+ysbG5rq2r127NtHR0WUTTCnZ2NiUeRz+Xi48fUcbbmsfRs0ATzJNucScT+bPnSd5/vPVhdsdnP0QtQO9rnqs42eTaDh6ZpEyGxt48NYm3N+7EQ1q+eHsaE9sUgZr957mnR+2sPtYrKHtqeXtTP1qboT6uhDq44KPqwMAj/20v8TtfVzsaVLdg1AfF0J9XQj0cMTWxoZ3VkVzJC7jis9jb2tDzwhfWoV4Us3DCTsbSM7K5eCFdJYciiMuPcfQdl1NfMxh9i/7idio/WSlJWPv5Ix3cCjh7XsT1v6WYu/9/Pw8Dv35C1Eb/iAt7iz2Ts4E1m1K0/734hVUq9zivlEvPTWGfbu2XbH+xTc/oGXbTuUYkfFSkpP4x8hhJCclEhQcwoxvf7F2SDesKr5ehw/uZ9vmDRzct5eD+/cQF3sBgOUbd1s5sqJaNazFUyNvoWOLcPy93UnPymbfkTPM/nkjc37ZWGz7GtW8eW5MP/p1akg1Pw8SkjNYtuEAr3/yOzFn4ott7+rsyO29mtGmcSitG9Wmab0aODk68NqMRbz+yaIyaVOFSy5GjhxZrGzt2rVERUXRrFkzmjdvXqTO39//uo5fHomA0VpEVOOX14fh7+XCvug4Fm44ioerEw1q+/KPIS2LJBfz1xzBz8ulxON0aRJCaJAX6/aeLlY398WB3N6pLhlZOazbd5qU9Gwa1vZnRI/6DOlclztf/YUlW44b1qZbG/jTPNiz1Nu3qOHJHc2Crus57G1teKprbcL8XMkw5XEkNp3cfDM1vZ3pXMeHViGevLc6hhNJWdcb/nU7sWMda798E3N+Pr41wwmIaER2WjIXju4jNmof5w7tpNOoZwq3N+fns/aLqZzctQFHFzeCG7UhOy2FEzvXcXrfFm7551T8Q+uVedxGaN+1Fy4ursXK/fyrWSEaY33533dJSU6ydhiGqkqv15yZn7B+9Uprh3FVg3s1Z86bo7G3t2P7/hOs234Ufx93OrWIoFPLCHq2q8foF2YXbt8wvDqLP/snAT4eRJ+O4/c1+6gT4s/9g9ozqEczej/8HnsOFz3HR9QKYOZrxT9by1KFSy5mzZpVrGzUqFFERUUxePBgXn755XKPyZr8vVz4+bWhuDjZM/zlBfy28ViR+taRRT9wJ16WaFzOxgaivn4EgG9XHChS1799GLd3qkv0uWR6jv+OswnphXXjh7fm9Ye78t64njQY9YURTQLgeHwmp5OziUnMJCYhk9durYuD3ZVH6eLSTSw/Ek9MYibRiVnc1TyIhoHuV32OLnV8CPNzJTohk/fXxJCVmw+ADXBHsyB6RPgyrGkg766OMaxdJcnPy2PL//6LOT+fjiOfoU6b7oV1yedOsPSdZ4ne+ifhHfsQFNkMgKiNf3By1wY8AoLp/dTbuHj6AJYkZc0Xb7B+9r8Z8OIMbO3syjR2I4wa+xTVgoKtHYbhdm3bxMolv9Jn4FCW/jrP2uEYpiq9Xg0bNyMsIpJ6DRpRv2Fj7hnSjxyTydphFbKzs+W9iXdib2/HqImz+H7x1sK6enUCWT5zPHfd1oYv569n9dYjAMx6YxQBPh7MWrCeJ177jrw8y3ntsbu68c5zdzDrjVG0ufMN8vPNhcdKzcjmy/nr2bYvhm37YujXpTGTHx9Qpm3TnIsK7sX7OhDg7crzn68ullgAbD18rlTH6dG8FtX93Dkdm8qfO08UqevcOASALxbtLpJYALzz41aS0rIIDfIi4Ao9Ijdi6eF4Fu6PZc/ZNFKy8665/e6zafy4+zxbTqYQm2bCbL7mLkT4W759LT8SX5hYAJiBhfst3aOhPsa16UpSzp8kKzUJz8CQIokFgFdQLeq07QFAfMyRwvIDK+YD0GLwg4WJBUCtFp0IadKO1NgznNpdvLtUykd2dhYfT3+dmqFhDB7xgLXDkSu4+4EHGf3IODp26Y6v3/X1cpeHeqGBBPp5cuj4uSKJBcCh4+f5btFmAFo3qg1Ax+ZhNImsQXxSOhPe/rEwsQD4+LtVbNgZRcPw6tzWtXGRYx0/Fcfjr37LFz+tY+fBU+TmXvuce7MqfXIRHx/PM888Q926dXF2dsbX15d+/fqxdOnSItvNmjWrcEw7JiYGGxubwp/u3bsXbrdz506effZZWrVqRUBAAE5OToSFhfH4449z5syZ8mwazo723N2zAWmZJr5auu+mjnV3zwYAfP/nwWIfzNk5V3+jmc2Qm5dPckbFyfhLIzf/2hlImqkc/sjsHUq1nZObBwBpcedIOXcSOwcnajRuU2y7mi06A3B67ybjgpTr8v2sTzl/9jRjxz+PnV2F6wCWSiI7J7dU28UnW770tWhgmWu148AJ0jOLn49XbbF8QRnQralBEd64Sv1Xcfr0abp27cqxY8eoVasWgwcPJjY2lmXLlrFkyRLeeecdnnrqKQAiIiIYOXIks2fPxs3NjeHDhxcep379+oW/v/nmm/z00080bdqUzp0tJ/GdO3fy8ccfs2DBArZu3UpwcPl0GbaqG4inmxPr9p4iy5RLn9ah9GpZGycHO46eTuSn1YeL9TSUxNnRnkEdIwCY+5chEYBl22N47u52PHRbU75Ztr/YsIiPhzNz/tiH6RpJSEVz4HwabWt50auuH3vPpRUZFhnQ0DJ+vD46qczjcPcPwt2/OinnT3F8y5/FhkWOb16Jo6s7NZt1BCDxtGVui3dwbWxL+ODyrRl+cbvoMo/dCMsWLSA1JRlbGxuCa9ambafuBARWt3ZYNyw66jA//+9ret46iEZNW3L+bPl+6ShrVe31qsiOn4oj6kQs9eoEMaJf62LDInfd1paE5HR+WbELAFcXRwCSUkqexJ5wMQlpElmjjCO/tkqdXIwdO5Zjx45xzz338OWXX+LoaPmPX7t2LX379uWZZ56hR48eNG/enM6dO9O5c2dmz56Nv79/iXM7AB599FHef/99AgMDC8vy8/N57bXXmDx5Mi+++CIzZ84scV+j1a/tC0BsUib/mzSIgRcThAKvjOrMY+8t5X9/HrrqcQZ1DMfTzYndx2LZezyuWP3aPad454ctjL+jDXtnPsjavadJzbBM6AwP9uarpXt58sMVxjWsnGw6kUzDIHfa1PTi9VvrEhWfQU6emVo+zng62bP0UByLDhh7FUxJbG3t6HD/eFbNeJn1s6dxcMU8PAJqkJWWxIWj+/CqXosO9z1V2HORnmiJydXbr8TjuXpbunfTEy6UeexG+PHrz4s8nj3jXYbfP4Y77x9jpYhuXH5+Ph9Nm4KbuzsjH33S2uGUiar0elV0+flmxkyaw0//GcusqaP45/09iToZS8DFCZ0Hjp/lkUlfk3gxmYhLTAOgVnXfEo8XWsPvqvXlqdImF8eOHWPhwoW4u7vzwQcfFCYWAJ07d2bs2LG88847fPTRR3z22WelPm6PHj2Kldna2jJp0iQ+/fRTfvml/C4183F3BiwTLvPyzTz54XLmrTmMq5M9Ywe14Knhrfns6X4cPJFw1UtF7+7ZEIC5y0u+zBPghS/WcCYujaljutKndWhh+dHTiazYfoIsU+m67yoSM/Dl5tMkZOTQt54/Tap7FNadSMzkYGw6pZi6YYhq4Q255V9vsfqz10g4GUXCySgAbO3tqV6vOe7+lybm5mZnAmDn6FTisewdnYtsV1E1bNqSW24bTL1GzfDx8yf+wnnWr17Gj19/wXdffoyrqxsDht1j7TCvy2/zvuPIwX3847mX8fTytnY4hqqKr1dlsGHXMfo8/B7fTx9Dy4a1aNnQMvSRbcphxcZDHD996Qvh2u1HAWjVqDb1w4I4eOzSnDsXZweG9m4JgIdbyeeO8lRpk4u1a9cC0K9fP3x9i2dp999/P++88w5r1qy57mPHx8fzyy+/sHfvXpKSksjLswwH5OTkEB8fT0JCQonPeSXZ2dlkZ2cXKXNyuvaLXzBHxMHejpc/X82nC3cV1j3/+WpqVfNgWNd6PDW8NaPf/r3EYwR4udCrZS3y8vL5fuXBErdxdLDjiwn9GNy5Lm/N3cRXf+wjISWTlnWDmP5YD2b9320E+7vz7o9bS9y/onJ1sOXRDjWp7ePC/3aeY/vpFHLy8onwd2VE8+o80akWMzefZtuplDKPJXrrn2z4+j38Q+vTadSzeFevTUZyPAeWz+PAivmcP7KbPuOnY+dQuvkZlcHdox8r8ji4Zm2G3/sQEZENefW5cXw/+xN6DxiKk5OzlSK8PrHnz/LNF/+lUbNW9Lp1kLXDMVxVe70qizv7teKTl+9j855oRk6cxf6os1Sv5sW/7u/Fvx7oRdfWdekx6h1MObkcibnAz8t3cnuv5vz47qOMe20u2/bFUCfEn2kThuHn5QZQ5EoRa6m0yUXB5MrQ0NAS6wvKT58uvqbD1cydO5dHHnmEtLS0K26Tmpp6XcnF1KlTeeWVV4qUTZ48Gbj6Og/pWZcWePrqj+ITOr9auo9hXevRpUnIFY9xR/f6ONjbsWxb9BXnZzwzoi3Du9Xjw/nbee3rDYXlq3efZOik+Wz/dCQv3NeBr5buJT6l7NeEMMrwpkFEBrjxw65zrIxKKCzffTaNpMyTPNezDsOaBLLjdApl+beYcuE0G+a8i5OHF90fm4yDk+UKFc9qNWh39z/ITE7g9N7NRG1cSmSX/thfrM8zZZd4vFyT5TUo2K6yad6mA+H1GhJ1aD9HDuylcfPW1g6pVD55701yc3N4bPzz1g6lXFXW16syCK8VwGev3k9sQipD//lx4STNqBOx/OP176ge4EX/bk0YObg9n/1g+UI99pVv8PV2o0uruiz+9J+Fx0pJy+SF9xfw9oRhJKVav1ez0iYX13K9K32C5SqSUaNGAfDee+/Rv39/atSogYuL5STesWNHNmzYgLk010FeZuLEiYwfP75ImZOTE2/d/tFV9ztx3vKNOj0rh7jk4m+WmIv1Ad7FF7wpUHCVSEkTOQvcc3Gb+WsPF6s7GZvKloPn6NGiFi3qBrJsW9muCWEUG6B1TUvytv108Z6JE0lZxKfnEODuSICbI+fTyu5KmJhtq8nPyyW4QavCxOJytVp24fTezVw4upfILv1x8wkAICOp+Ep7lnJLN6mbb+Vb1KhAcI1aRB3aT2J88TlAFdXWDWtwc/fg43feKFKeczEJTIiL5YUnLfMSJkyaik8FvPTxRlXG16syuKNvKxwd7Fm6/kCJV3/89Md2+ndrQueWEYXJRVJqJn0efp++nRvStVVdPN1dOH4qju8WbaFemGV4dX/U2XJtR0kqbXJRcMVGTEzJH3YFK3DWqFH6WbOLFi3CZDIxYcIEnnyy+GStY8eKrzNRGk5OTqUaBvmrXVGWCXsujvY4OtgVu1rD18PSPZmWVfIS1hE1vGldL4j0rBx+Xnf0is9Tw9+yGFVyeskfsCkZlpNnwRyQysDD2b5wUa7MnPwSt8m8+P/p6li2C1EVJAMOLm4l1js6W5JDU4alt8ynRh0Aks7EkJ+XW+yKkYL5Gj41Qssi3HKRlmZJ+JycK1fvS3pa6hWXyDaZsgvrTBVooSYjVNbXq6KrUc0bsPQ6lCQlzdJL6e1R/AvkkrX7WbK26Dy6kUM6ABQuuGVNlTa5KLhMdPHixSQlJeHt7V2k/uuvvwagS5cuRcodHBzIzS15cmJiYiIAISHFhxlWr17N+fPnbzbs63IyNpVdURdoFl6NLk1CWL69aCLV+eJwyK6jJV81UDCR85f1R4sMsfzV+cQMagV60rJuIPuii34zsbW1oVm45RtyQU9JZZBhyiMnLx8HO1tq+zhzOLbopVvO9rYEelgSvviMsr2/SMEiWAknSv6Dj79Y7uZruULJ3T8Iz6CapJw7yem9W6jZrEOR7U/usHyDqdG4XVmFXKaSkxI5sHsHAGGR9a+xdcWx4M/tJZafP3uGR+8eUOnvLXIllfX1qgzOx1vOqQWTOP+qVSNLeczZhBLrL+fi7MCowR3JNuXwza/WXwOn0i6iFRYWRv/+/UlNTeXJJ58kJ+fSB8SGDRv4+OOPsbOzY9y4cUX2Cw4O5vz58yQlJRU7ZmRkJGBJTNLTL81POH36NGPHji2bhlzDuz9YJlFOHdOVIN9L33ybhgXw5LBWAHy+aFeJ+97Vw3Ii+PYqV4kA/LrB0qsx6YGORNTwLiy3tbXh1VGdCQ3yIuZ8MttKuRpoRZCbb2b/ectrOLxpIJ7Ol/Joe1sb7moRhJO9LUfjMkjJKtsrYUKatgfgwtG9HF7zW5G6uOMHObhiAWBZfbNAg55DANixYCZZqUmF5Sd2ruPUnk14BAQXHrciOrh3F5vWriycDF3gwrkzvDXpabKyMmnTsRv+AYFXOIKUJ71e1rHwT8sN1Lq0qsuYOzoXqWvbJJR/3NsTgPnLdhSWR9Sqhodb0V5kH09X5rz5ILWq+/L2F0s5fSGpbAMvhUrbcwHwySef0KVLF7766itWrVpFhw4diI2N5c8//yQvL4/p06cXu9HZoEGD+OCDD2jZsiUdO3bE2dmZevXq8cwzzzBo0CAaNWrE1q1biYiIoFOnTmRlZbFy5UqaN29Ox44dWb9+fbm28fs/D9KrVW3u792I7Z+MZOOBM7g42tO+YTDOjvZ8sWg389YU/0bcvkF1woK9OZuQxoodJ0o48iVvfLORW1qFUq+mL1s+foCN+8+QmJpFs/BqhAV7k5GVw6PvLCXPwFmPjYPcua3+pTFpO1vLHJlnu4cWli06GMfec5ahAk9ne8a2v9SjVNDrcHeL6mRdHN7Ycy6N3w9e6nn5cfc5Qn1dqOntwst9wjmekIkpL59QHxe8XRxIy85l7o6yH5v0rRlBg15DObB8Hlu+/y+HV/+GV1BNMpMTiDt+ELM5n4hO/ahev0XhPuHte3Nm3xZO7trAr1MeJaheM7LTUjh/dC92Dk50HPl0hb6vyJlTMXz49st4+/oTVrc+bu4exJ4/y7HDBzCZsqkZGs5jT79k7TDloqr6em1ct5qvZ35S+Dj34pfQJx66t7DsvgcfpX2nruUeG8DOg6d4d/Yynhp5C/95/i4evbMrB4+do3qAF+2a1sHOzpbPf1zLyk2X1jIacWtrnh51C9v2n+DMhSQ83V3o1CIcDzdnvvp5I1M/W1zic30/fQxB/pZ5aNUDLHfOHj2kA306WubcnYtLYcTTpV+24VoqdXJRo0YNtmzZwtSpU1mwYAHz5s3D1dWVXr168fTTT9OnT59i+0ydOhWz2czPP//M999/T25uLt26deOZZ57B0dGRNWvW8MILL/D777+zcOFCatSowT/+8Q8mTZrEbbfdZoVWwiPTl7Bh3xkeuq0JXZvWxGw2s/PoBT5ftJtvlpXcK3HXxUmaP/x56JqXJSWkZtH5n9/w5LDWDOoYQet6QTja23EuIZ05f+xj+v+2cOjktbvlroe7kx11/IqPI15e5u506cPT3tamxO2re16ay3Iuteg4d1x6Dq8vi6JPPX8aBboT4e+KDZCYmcOfUQksORRHUmb5rN/RcshDBIQ14Mia30k4eZSU86dwcHahWt3GRHTsS2jr7kW2t7G1pfNDEzm08heiNv7B6b1bsHd0plbzjjS97T68qlfsW65HNmhM30F3cOTAHo4e2kd6aipOzs6ERkTSsVtv+g4arksaK5Cq+nolJSZyYN+eYuWXlyVdHA63luffW8DGXcd4eHgXWjSoSWTtQFIzsliz7Qhfzl/P/xYXnePz55ZDNKtXgxYNatGmcW3SMkxs3HWcz39cwy8rr3wr+Wb1Q6gdXHRhvhqBPtQItAzblnSr9pthY77eSx/EMC793rF2CIbKXGy5Iuaxn64+DFPZfDzMMnfl1T+uPCm2MprU27Li677T115CvjJpVMMyfHjgbNVqV4PqlnZV1dfrVGLJl15XNjk5Jr762HJun/5rLJXsrglXlbnjw1JvW2nnXIiIiEjFpORCREREDKXkQkRERAyl5EJEREQMpeRCREREDKXkQkRERAyl5EJEREQMpeRCREREDKXkQkRERAyl5EJEREQMpeRCREREDKXkQkRERAyl5EJEREQMpeRCREREDKXkQkRERAyl5EJEREQMpeRCREREDKXkQkRERAxlYzabzdYOQkREpCowmUxMnToVgIkTJ+Lo6GjliKxDyYWIiIgYSsMiIiIiYiglFyIiImIoJRciIiJiKCUXIiIiYiglFyIiImIoJRciIiJiKCUXIiIiYiglFyIiImIoJRciIiJiqP8H/i8+yKGTje0AAAAASUVORK5CYII=",
+      "text/plain": [
+       "<Figure size 560x560 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 280x560 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 280x560 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "# Multivariate analysis<a id='bab1cd9c-295f-4de9-a34d-104b36ad9b76'>\n",
+       "---"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Principal Component Analysis<a id='e6ef1760-6400-4611-8b82-424cb6b79b8c'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "### First vs second principal component"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.plotly.v1+json": {
+       "config": {
+        "plotlyServerURL": "https://plot.ly"
+       },
+       "data": [
+        {
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+         "name": "0",
+         "text": [
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+          "PassengerId: 55</br>Survived: 0</br>Pclass: 1</br>Name: Ostby, Mr. Engelhart Cornelius</br>Sex: male</br>Age: 65.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 113509</br>Fare: 61.9792</br>Cabin: B30</br>Embarked: C",
+          "PassengerId: 58</br>Survived: 0</br>Pclass: 3</br>Name: Novel, Mr. Mansouer</br>Sex: male</br>Age: 28.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 2697</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 60</br>Survived: 0</br>Pclass: 3</br>Name: Goodwin, Master. William Frederick</br>Sex: male</br>Age: 11.0</br>SibSp: 5</br>Parch: 2</br>Ticket: CA 2144</br>Fare: 46.9</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 61</br>Survived: 0</br>Pclass: 3</br>Name: Sirayanian, Mr. Orsen</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2669</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 63</br>Survived: 0</br>Pclass: 1</br>Name: Harris, Mr. Henry Birkhardt</br>Sex: male</br>Age: 45.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 36973</br>Fare: 83.475</br>Cabin: C83</br>Embarked: S",
+          "PassengerId: 64</br>Survived: 0</br>Pclass: 3</br>Name: Skoog, Master. Harald</br>Sex: male</br>Age: 4.0</br>SibSp: 3</br>Parch: 2</br>Ticket: 347088</br>Fare: 27.9</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 68</br>Survived: 0</br>Pclass: 3</br>Name: Crease, Mr. Ernest James</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: S.P. 3464</br>Fare: 8.1583</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 70</br>Survived: 0</br>Pclass: 3</br>Name: Kink, Mr. Vincenz</br>Sex: male</br>Age: 26.0</br>SibSp: 2</br>Parch: 0</br>Ticket: 315151</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 71</br>Survived: 0</br>Pclass: 2</br>Name: Jenkin, Mr. Stephen Curnow</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 33111</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 72</br>Survived: 0</br>Pclass: 3</br>Name: Goodwin, Miss. Lillian Amy</br>Sex: female</br>Age: 16.0</br>SibSp: 5</br>Parch: 2</br>Ticket: CA 2144</br>Fare: 46.9</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 73</br>Survived: 0</br>Pclass: 2</br>Name: Hood, Mr. Ambrose Jr</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: S.O.C. 14879</br>Fare: 73.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 74</br>Survived: 0</br>Pclass: 3</br>Name: Chronopoulos, Mr. Apostolos</br>Sex: male</br>Age: 26.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2680</br>Fare: 14.4542</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 76</br>Survived: 0</br>Pclass: 3</br>Name: Moen, Mr. Sigurd Hansen</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 348123</br>Fare: 7.65</br>Cabin: F G73</br>Embarked: S",
+          "PassengerId: 81</br>Survived: 0</br>Pclass: 3</br>Name: Waelens, Mr. Achille</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345767</br>Fare: 9.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 84</br>Survived: 0</br>Pclass: 1</br>Name: Carrau, Mr. Francisco M</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113059</br>Fare: 47.1</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 87</br>Survived: 0</br>Pclass: 3</br>Name: Ford, Mr. William Neal</br>Sex: male</br>Age: 16.0</br>SibSp: 1</br>Parch: 3</br>Ticket: W./C. 6608</br>Fare: 34.375</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 90</br>Survived: 0</br>Pclass: 3</br>Name: Celotti, Mr. Francesco</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 343275</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 91</br>Survived: 0</br>Pclass: 3</br>Name: Christmann, Mr. Emil</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 343276</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 92</br>Survived: 0</br>Pclass: 3</br>Name: Andreasson, Mr. Paul Edvin</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347466</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 93</br>Survived: 0</br>Pclass: 1</br>Name: Chaffee, Mr. Herbert Fuller</br>Sex: male</br>Age: 46.0</br>SibSp: 1</br>Parch: 0</br>Ticket: W.E.P. 5734</br>Fare: 61.175</br>Cabin: E31</br>Embarked: S",
+          "PassengerId: 94</br>Survived: 0</br>Pclass: 3</br>Name: Dean, Mr. Bertram Frank</br>Sex: male</br>Age: 26.0</br>SibSp: 1</br>Parch: 2</br>Ticket: C.A. 2315</br>Fare: 20.575</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 95</br>Survived: 0</br>Pclass: 3</br>Name: Coxon, Mr. Daniel</br>Sex: male</br>Age: 59.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 364500</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 97</br>Survived: 0</br>Pclass: 1</br>Name: Goldschmidt, Mr. George B</br>Sex: male</br>Age: 71.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17754</br>Fare: 34.6542</br>Cabin: A5</br>Embarked: C",
+          "PassengerId: 100</br>Survived: 0</br>Pclass: 2</br>Name: Kantor, Mr. Sinai</br>Sex: male</br>Age: 34.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 244367</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 101</br>Survived: 0</br>Pclass: 3</br>Name: Petranec, Miss. Matilda</br>Sex: female</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349245</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 103</br>Survived: 0</br>Pclass: 1</br>Name: White, Mr. Richard Frasar</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 35281</br>Fare: 77.2875</br>Cabin: D26</br>Embarked: S",
+          "PassengerId: 104</br>Survived: 0</br>Pclass: 3</br>Name: Johansson, Mr. Gustaf Joel</br>Sex: male</br>Age: 33.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 7540</br>Fare: 8.6542</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 105</br>Survived: 0</br>Pclass: 3</br>Name: Gustafsson, Mr. Anders Vilhelm</br>Sex: male</br>Age: 37.0</br>SibSp: 2</br>Parch: 0</br>Ticket: 3101276</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 106</br>Survived: 0</br>Pclass: 3</br>Name: Mionoff, Mr. Stoytcho</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349207</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 109</br>Survived: 0</br>Pclass: 3</br>Name: Rekic, Mr. Tido</br>Sex: male</br>Age: 38.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349249</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 111</br>Survived: 0</br>Pclass: 1</br>Name: Porter, Mr. Walter Chamberlain</br>Sex: male</br>Age: 47.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 110465</br>Fare: 52.0</br>Cabin: C110</br>Embarked: S",
+          "PassengerId: 112</br>Survived: 0</br>Pclass: 3</br>Name: Zabour, Miss. Hileni</br>Sex: female</br>Age: 14.5</br>SibSp: 1</br>Parch: 0</br>Ticket: 2665</br>Fare: 14.4542</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 113</br>Survived: 0</br>Pclass: 3</br>Name: Barton, Mr. David John</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 324669</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 114</br>Survived: 0</br>Pclass: 3</br>Name: Jussila, Miss. Katriina</br>Sex: female</br>Age: 20.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 4136</br>Fare: 9.825</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 115</br>Survived: 0</br>Pclass: 3</br>Name: Attalah, Miss. Malake</br>Sex: female</br>Age: 17.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2627</br>Fare: 14.4583</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 116</br>Survived: 0</br>Pclass: 3</br>Name: Pekoniemi, Mr. Edvard</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101294</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 117</br>Survived: 0</br>Pclass: 3</br>Name: Connors, Mr. Patrick</br>Sex: male</br>Age: 70.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 370369</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
+          "PassengerId: 118</br>Survived: 0</br>Pclass: 2</br>Name: Turpin, Mr. William John Robert</br>Sex: male</br>Age: 29.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 11668</br>Fare: 21.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 119</br>Survived: 0</br>Pclass: 1</br>Name: Baxter, Mr. Quigg Edmond</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17558</br>Fare: 247.5208</br>Cabin: B58 B60</br>Embarked: C",
+          "PassengerId: 120</br>Survived: 0</br>Pclass: 3</br>Name: Andersson, Miss. Ellis Anna Maria</br>Sex: female</br>Age: 2.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 347082</br>Fare: 31.275</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 121</br>Survived: 0</br>Pclass: 2</br>Name: Hickman, Mr. Stanley George</br>Sex: male</br>Age: 21.0</br>SibSp: 2</br>Parch: 0</br>Ticket: S.O.C. 14879</br>Fare: 73.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 123</br>Survived: 0</br>Pclass: 2</br>Name: Nasser, Mr. Nicholas</br>Sex: male</br>Age: 32.5</br>SibSp: 1</br>Parch: 0</br>Ticket: 237736</br>Fare: 30.0708</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 125</br>Survived: 0</br>Pclass: 1</br>Name: White, Mr. Percival Wayland</br>Sex: male</br>Age: 54.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 35281</br>Fare: 77.2875</br>Cabin: D26</br>Embarked: S",
+          "PassengerId: 130</br>Survived: 0</br>Pclass: 3</br>Name: Ekstrom, Mr. Johan</br>Sex: male</br>Age: 45.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347061</br>Fare: 6.975</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 131</br>Survived: 0</br>Pclass: 3</br>Name: Drazenoic, Mr. Jozef</br>Sex: male</br>Age: 33.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349241</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 132</br>Survived: 0</br>Pclass: 3</br>Name: Coelho, Mr. Domingos Fernandeo</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O.Q. 3101307</br>Fare: 7.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 133</br>Survived: 0</br>Pclass: 3</br>Name: Robins, Mrs. Alexander A (Grace Charity Laury)</br>Sex: female</br>Age: 47.0</br>SibSp: 1</br>Parch: 0</br>Ticket: A/5. 3337</br>Fare: 14.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 135</br>Survived: 0</br>Pclass: 2</br>Name: Sobey, Mr. Samuel James Hayden</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 29178</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 136</br>Survived: 0</br>Pclass: 2</br>Name: Richard, Mr. Emile</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SC/PARIS 2133</br>Fare: 15.0458</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 138</br>Survived: 0</br>Pclass: 1</br>Name: Futrelle, Mr. Jacques Heath</br>Sex: male</br>Age: 37.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113803</br>Fare: 53.1</br>Cabin: C123</br>Embarked: S",
+          "PassengerId: 139</br>Survived: 0</br>Pclass: 3</br>Name: Osen, Mr. Olaf Elon</br>Sex: male</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 7534</br>Fare: 9.2167</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 140</br>Survived: 0</br>Pclass: 1</br>Name: Giglio, Mr. Victor</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17593</br>Fare: 79.2</br>Cabin: B86</br>Embarked: C",
+          "PassengerId: 144</br>Survived: 0</br>Pclass: 3</br>Name: Burke, Mr. Jeremiah</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 365222</br>Fare: 6.75</br>Cabin: nan</br>Embarked: Q",
+          "PassengerId: 145</br>Survived: 0</br>Pclass: 2</br>Name: Andrew, Mr. Edgardo Samuel</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 231945</br>Fare: 11.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 146</br>Survived: 0</br>Pclass: 2</br>Name: Nicholls, Mr. Joseph Charles</br>Sex: male</br>Age: 19.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 33112</br>Fare: 36.75</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 148</br>Survived: 0</br>Pclass: 3</br>Name: Ford, Miss. Robina Maggie \"Ruby\"</br>Sex: female</br>Age: 9.0</br>SibSp: 2</br>Parch: 2</br>Ticket: W./C. 6608</br>Fare: 34.375</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 149</br>Survived: 0</br>Pclass: 2</br>Name: Navratil, Mr. Michel (\"Louis M Hoffman\")</br>Sex: male</br>Age: 36.5</br>SibSp: 0</br>Parch: 2</br>Ticket: 230080</br>Fare: 26.0</br>Cabin: F2</br>Embarked: S",
+          "PassengerId: 150</br>Survived: 0</br>Pclass: 2</br>Name: Byles, Rev. Thomas Roussel Davids</br>Sex: male</br>Age: 42.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 244310</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 151</br>Survived: 0</br>Pclass: 2</br>Name: Bateman, Rev. Robert James</br>Sex: male</br>Age: 51.0</br>SibSp: 0</br>Parch: 0</br>Ticket: S.O.P. 1166</br>Fare: 12.525</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 153</br>Survived: 0</br>Pclass: 3</br>Name: Meo, Mr. Alfonzo</br>Sex: male</br>Age: 55.5</br>SibSp: 0</br>Parch: 0</br>Ticket: A.5. 11206</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 154</br>Survived: 0</br>Pclass: 3</br>Name: van Billiard, Mr. Austin Blyler</br>Sex: male</br>Age: 40.5</br>SibSp: 0</br>Parch: 2</br>Ticket: A/5. 851</br>Fare: 14.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 156</br>Survived: 0</br>Pclass: 1</br>Name: Williams, Mr. Charles Duane</br>Sex: male</br>Age: 51.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17597</br>Fare: 61.3792</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 158</br>Survived: 0</br>Pclass: 3</br>Name: Corn, Mr. Harry</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/OQ 392090</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 161</br>Survived: 0</br>Pclass: 3</br>Name: Cribb, Mr. John Hatfield</br>Sex: male</br>Age: 44.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 371362</br>Fare: 16.1</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 163</br>Survived: 0</br>Pclass: 3</br>Name: Bengtsson, Mr. John Viktor</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347068</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 164</br>Survived: 0</br>Pclass: 3</br>Name: Calic, Mr. Jovo</br>Sex: male</br>Age: 17.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315093</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 165</br>Survived: 0</br>Pclass: 3</br>Name: Panula, Master. Eino Viljami</br>Sex: male</br>Age: 1.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 3101295</br>Fare: 39.6875</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 168</br>Survived: 0</br>Pclass: 3</br>Name: Skoog, Mrs. William (Anna Bernhardina Karlsson)</br>Sex: female</br>Age: 45.0</br>SibSp: 1</br>Parch: 4</br>Ticket: 347088</br>Fare: 27.9</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 170</br>Survived: 0</br>Pclass: 3</br>Name: Ling, Mr. Lee</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 1601</br>Fare: 56.4958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 171</br>Survived: 0</br>Pclass: 1</br>Name: Van der hoef, Mr. Wyckoff</br>Sex: male</br>Age: 61.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 111240</br>Fare: 33.5</br>Cabin: B19</br>Embarked: S",
+          "PassengerId: 172</br>Survived: 0</br>Pclass: 3</br>Name: Rice, Master. Arthur</br>Sex: male</br>Age: 4.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 382652</br>Fare: 29.125</br>Cabin: nan</br>Embarked: Q",
+          "PassengerId: 174</br>Survived: 0</br>Pclass: 3</br>Name: Sivola, Mr. Antti Wilhelm</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101280</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 175</br>Survived: 0</br>Pclass: 1</br>Name: Smith, Mr. James Clinch</br>Sex: male</br>Age: 56.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 17764</br>Fare: 30.6958</br>Cabin: A7</br>Embarked: C",
+          "PassengerId: 176</br>Survived: 0</br>Pclass: 3</br>Name: Klasen, Mr. Klas Albin</br>Sex: male</br>Age: 18.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 350404</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 178</br>Survived: 0</br>Pclass: 1</br>Name: Isham, Miss. Ann Elizabeth</br>Sex: female</br>Age: 50.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17595</br>Fare: 28.7125</br>Cabin: C49</br>Embarked: C",
+          "PassengerId: 179</br>Survived: 0</br>Pclass: 2</br>Name: Hale, Mr. Reginald</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250653</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 180</br>Survived: 0</br>Pclass: 3</br>Name: Leonard, Mr. Lionel</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: LINE</br>Fare: 0.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 183</br>Survived: 0</br>Pclass: 3</br>Name: Asplund, Master. Clarence Gustaf Hugo</br>Sex: male</br>Age: 9.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 347077</br>Fare: 31.3875</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 189</br>Survived: 0</br>Pclass: 3</br>Name: Bourke, Mr. John</br>Sex: male</br>Age: 40.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 364849</br>Fare: 15.5</br>Cabin: nan</br>Embarked: Q",
+          "PassengerId: 190</br>Survived: 0</br>Pclass: 3</br>Name: Turcin, Mr. Stjepan</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349247</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 192</br>Survived: 0</br>Pclass: 2</br>Name: Carbines, Mr. William</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28424</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 198</br>Survived: 0</br>Pclass: 3</br>Name: Olsen, Mr. Karl Siegwart Andreas</br>Sex: male</br>Age: 42.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 4579</br>Fare: 8.4042</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 200</br>Survived: 0</br>Pclass: 2</br>Name: Yrois, Miss. Henriette (\"Mrs Harbeck\")</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 248747</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 201</br>Survived: 0</br>Pclass: 3</br>Name: Vande Walle, Mr. Nestor Cyriel</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345770</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 203</br>Survived: 0</br>Pclass: 3</br>Name: Johanson, Mr. Jakob Alfred</br>Sex: male</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 3101264</br>Fare: 6.4958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 204</br>Survived: 0</br>Pclass: 3</br>Name: Youseff, Mr. Gerious</br>Sex: male</br>Age: 45.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 2628</br>Fare: 7.225</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 206</br>Survived: 0</br>Pclass: 3</br>Name: Strom, Miss. Telma Matilda</br>Sex: female</br>Age: 2.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 347054</br>Fare: 10.4625</br>Cabin: G6</br>Embarked: S",
+          "PassengerId: 207</br>Survived: 0</br>Pclass: 3</br>Name: Backstrom, Mr. Karl Alfred</br>Sex: male</br>Age: 32.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 3101278</br>Fare: 15.85</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 211</br>Survived: 0</br>Pclass: 3</br>Name: Ali, Mr. Ahmed</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O.Q. 3101311</br>Fare: 7.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 213</br>Survived: 0</br>Pclass: 3</br>Name: Perkin, Mr. John Henry</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5 21174</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 214</br>Survived: 0</br>Pclass: 2</br>Name: Givard, Mr. Hans Kristensen</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250646</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 218</br>Survived: 0</br>Pclass: 2</br>Name: Jacobsohn, Mr. Sidney Samuel</br>Sex: male</br>Age: 42.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 243847</br>Fare: 27.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 220</br>Survived: 0</br>Pclass: 2</br>Name: Harris, Mr. Walter</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: W/C 14208</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 222</br>Survived: 0</br>Pclass: 2</br>Name: Bracken, Mr. James H</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 220367</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 223</br>Survived: 0</br>Pclass: 3</br>Name: Green, Mr. George Henry</br>Sex: male</br>Age: 51.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 21440</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 226</br>Survived: 0</br>Pclass: 3</br>Name: Berglund, Mr. Karl Ivar Sven</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PP 4348</br>Fare: 9.35</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 228</br>Survived: 0</br>Pclass: 3</br>Name: Lovell, Mr. John Hall (\"Henry\")</br>Sex: male</br>Age: 20.5</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5 21173</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 229</br>Survived: 0</br>Pclass: 2</br>Name: Fahlstrom, Mr. Arne Jonas</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 236171</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 232</br>Survived: 0</br>Pclass: 3</br>Name: Larsson, Mr. Bengt Edvin</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347067</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 233</br>Survived: 0</br>Pclass: 2</br>Name: Sjostedt, Mr. Ernst Adolf</br>Sex: male</br>Age: 59.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 237442</br>Fare: 13.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 235</br>Survived: 0</br>Pclass: 2</br>Name: Leyson, Mr. Robert William Norman</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 29566</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 237</br>Survived: 0</br>Pclass: 2</br>Name: Hold, Mr. Stephen</br>Sex: male</br>Age: 44.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 26707</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 239</br>Survived: 0</br>Pclass: 2</br>Name: Pengelly, Mr. Frederick William</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28665</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 240</br>Survived: 0</br>Pclass: 2</br>Name: Hunt, Mr. George Henry</br>Sex: male</br>Age: 33.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SCO/W 1585</br>Fare: 12.275</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 243</br>Survived: 0</br>Pclass: 2</br>Name: Coleridge, Mr. Reginald Charles</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: W./C. 14263</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 244</br>Survived: 0</br>Pclass: 3</br>Name: Maenpaa, Mr. Matti Alexanteri</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101275</br>Fare: 7.125</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 245</br>Survived: 0</br>Pclass: 3</br>Name: Attalah, Mr. Sleiman</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2694</br>Fare: 7.225</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 246</br>Survived: 0</br>Pclass: 1</br>Name: Minahan, Dr. William Edward</br>Sex: male</br>Age: 44.0</br>SibSp: 2</br>Parch: 0</br>Ticket: 19928</br>Fare: 90.0</br>Cabin: C78</br>Embarked: Q",
+          "PassengerId: 247</br>Survived: 0</br>Pclass: 3</br>Name: Lindahl, Miss. Agda Thorilda Viktoria</br>Sex: female</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347071</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 250</br>Survived: 0</br>Pclass: 2</br>Name: Carter, Rev. Ernest Courtenay</br>Sex: male</br>Age: 54.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 244252</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 252</br>Survived: 0</br>Pclass: 3</br>Name: Strom, Mrs. Wilhelm (Elna Matilda Persson)</br>Sex: female</br>Age: 29.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 347054</br>Fare: 10.4625</br>Cabin: G6</br>Embarked: S",
+          "PassengerId: 253</br>Survived: 0</br>Pclass: 1</br>Name: Stead, Mr. William Thomas</br>Sex: male</br>Age: 62.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113514</br>Fare: 26.55</br>Cabin: C87</br>Embarked: S",
+          "PassengerId: 254</br>Survived: 0</br>Pclass: 3</br>Name: Lobb, Mr. William Arthur</br>Sex: male</br>Age: 30.0</br>SibSp: 1</br>Parch: 0</br>Ticket: A/5. 3336</br>Fare: 16.1</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 255</br>Survived: 0</br>Pclass: 3</br>Name: Rosblom, Mrs. Viktor (Helena Wilhelmina)</br>Sex: female</br>Age: 41.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 370129</br>Fare: 20.2125</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 263</br>Survived: 0</br>Pclass: 1</br>Name: Taussig, Mr. Emil</br>Sex: male</br>Age: 52.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 110413</br>Fare: 79.65</br>Cabin: E67</br>Embarked: S",
+          "PassengerId: 264</br>Survived: 0</br>Pclass: 1</br>Name: Harrison, Mr. William</br>Sex: male</br>Age: 40.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 112059</br>Fare: 0.0</br>Cabin: B94</br>Embarked: S",
+          "PassengerId: 266</br>Survived: 0</br>Pclass: 2</br>Name: Reeves, Mr. David</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 17248</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 267</br>Survived: 0</br>Pclass: 3</br>Name: Panula, Mr. Ernesti Arvid</br>Sex: male</br>Age: 16.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 3101295</br>Fare: 39.6875</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 274</br>Survived: 0</br>Pclass: 1</br>Name: Natsch, Mr. Charles H</br>Sex: male</br>Age: 37.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17596</br>Fare: 29.7</br>Cabin: C118</br>Embarked: C",
+          "PassengerId: 277</br>Survived: 0</br>Pclass: 3</br>Name: Lindblom, Miss. Augusta Charlotta</br>Sex: female</br>Age: 45.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347073</br>Fare: 7.75</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 279</br>Survived: 0</br>Pclass: 3</br>Name: Rice, Master. Eric</br>Sex: male</br>Age: 7.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 382652</br>Fare: 29.125</br>Cabin: nan</br>Embarked: Q",
+          "PassengerId: 281</br>Survived: 0</br>Pclass: 3</br>Name: Duane, Mr. Frank</br>Sex: male</br>Age: 65.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 336439</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
+          "PassengerId: 282</br>Survived: 0</br>Pclass: 3</br>Name: Olsson, Mr. Nils Johan Goransson</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347464</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 283</br>Survived: 0</br>Pclass: 3</br>Name: de Pelsmaeker, Mr. Alfons</br>Sex: male</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345778</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 286</br>Survived: 0</br>Pclass: 3</br>Name: Stankovic, Mr. Ivan</br>Sex: male</br>Age: 33.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349239</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 288</br>Survived: 0</br>Pclass: 3</br>Name: Naidenoff, Mr. Penko</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349206</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 293</br>Survived: 0</br>Pclass: 2</br>Name: Levy, Mr. Rene Jacques</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SC/Paris 2163</br>Fare: 12.875</br>Cabin: D</br>Embarked: C",
+          "PassengerId: 294</br>Survived: 0</br>Pclass: 3</br>Name: Haas, Miss. Aloisia</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349236</br>Fare: 8.85</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 295</br>Survived: 0</br>Pclass: 3</br>Name: Mineff, Mr. Ivan</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349233</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 297</br>Survived: 0</br>Pclass: 3</br>Name: Hanna, Mr. Mansour</br>Sex: male</br>Age: 23.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 2693</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 298</br>Survived: 0</br>Pclass: 1</br>Name: Allison, Miss. Helen Loraine</br>Sex: female</br>Age: 2.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 113781</br>Fare: 151.55</br>Cabin: C22 C26</br>Embarked: S",
+          "PassengerId: 303</br>Survived: 0</br>Pclass: 3</br>Name: Johnson, Mr. William Cahoone Jr</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: LINE</br>Fare: 0.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 309</br>Survived: 0</br>Pclass: 2</br>Name: Abelson, Mr. Samuel</br>Sex: male</br>Age: 30.0</br>SibSp: 1</br>Parch: 0</br>Ticket: P/PP 3381</br>Fare: 24.0</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 313</br>Survived: 0</br>Pclass: 2</br>Name: Lahtinen, Mrs. William (Anna Sylfven)</br>Sex: female</br>Age: 26.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 250651</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 314</br>Survived: 0</br>Pclass: 3</br>Name: Hendekovic, Mr. Ignjac</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349243</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 315</br>Survived: 0</br>Pclass: 2</br>Name: Hart, Mr. Benjamin</br>Sex: male</br>Age: 43.0</br>SibSp: 1</br>Parch: 1</br>Ticket: F.C.C. 13529</br>Fare: 26.25</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 318</br>Survived: 0</br>Pclass: 2</br>Name: Moraweck, Dr. Ernest</br>Sex: male</br>Age: 54.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 29011</br>Fare: 14.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 321</br>Survived: 0</br>Pclass: 3</br>Name: Dennis, Mr. Samuel</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5 21172</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 322</br>Survived: 0</br>Pclass: 3</br>Name: Danoff, Mr. Yoto</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349219</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 327</br>Survived: 0</br>Pclass: 3</br>Name: Nysveen, Mr. Johan Hansen</br>Sex: male</br>Age: 61.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345364</br>Fare: 6.2375</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 332</br>Survived: 0</br>Pclass: 1</br>Name: Partner, Mr. Austen</br>Sex: male</br>Age: 45.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 113043</br>Fare: 28.5</br>Cabin: C124</br>Embarked: S",
+          "PassengerId: 333</br>Survived: 0</br>Pclass: 1</br>Name: Graham, Mr. George Edward</br>Sex: male</br>Age: 38.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17582</br>Fare: 153.4625</br>Cabin: C91</br>Embarked: S",
+          "PassengerId: 334</br>Survived: 0</br>Pclass: 3</br>Name: Vander Planke, Mr. Leo Edmondus</br>Sex: male</br>Age: 16.0</br>SibSp: 2</br>Parch: 0</br>Ticket: 345764</br>Fare: 18.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 337</br>Survived: 0</br>Pclass: 1</br>Name: Pears, Mr. Thomas Clinton</br>Sex: male</br>Age: 29.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113776</br>Fare: 66.6</br>Cabin: C2</br>Embarked: S",
+          "PassengerId: 340</br>Survived: 0</br>Pclass: 1</br>Name: Blackwell, Mr. Stephen Weart</br>Sex: male</br>Age: 45.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113784</br>Fare: 35.5</br>Cabin: T</br>Embarked: S",
+          "PassengerId: 343</br>Survived: 0</br>Pclass: 2</br>Name: Collander, Mr. Erik Gustaf</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 248740</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 344</br>Survived: 0</br>Pclass: 2</br>Name: Sedgwick, Mr. Charles Frederick Waddington</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 244361</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 345</br>Survived: 0</br>Pclass: 2</br>Name: Fox, Mr. Stanley Hubert</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 229236</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 350</br>Survived: 0</br>Pclass: 3</br>Name: Dimic, Mr. Jovan</br>Sex: male</br>Age: 42.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315088</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 351</br>Survived: 0</br>Pclass: 3</br>Name: Odahl, Mr. Nils Martin</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 7267</br>Fare: 9.225</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 353</br>Survived: 0</br>Pclass: 3</br>Name: Elias, Mr. Tannous</br>Sex: male</br>Age: 15.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 2695</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 354</br>Survived: 0</br>Pclass: 3</br>Name: Arnold-Franchi, Mr. Josef</br>Sex: male</br>Age: 25.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 349237</br>Fare: 17.8</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 356</br>Survived: 0</br>Pclass: 3</br>Name: Vanden Steen, Mr. Leo Peter</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345783</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 358</br>Survived: 0</br>Pclass: 2</br>Name: Funk, Miss. Annie Clemmer</br>Sex: female</br>Age: 38.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 237671</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 361</br>Survived: 0</br>Pclass: 3</br>Name: Skoog, Mr. Wilhelm</br>Sex: male</br>Age: 40.0</br>SibSp: 1</br>Parch: 4</br>Ticket: 347088</br>Fare: 27.9</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 362</br>Survived: 0</br>Pclass: 2</br>Name: del Carlo, Mr. Sebastiano</br>Sex: male</br>Age: 29.0</br>SibSp: 1</br>Parch: 0</br>Ticket: SC/PARIS 2167</br>Fare: 27.7208</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 363</br>Survived: 0</br>Pclass: 3</br>Name: Barbara, Mrs. (Catherine David)</br>Sex: female</br>Age: 45.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 2691</br>Fare: 14.4542</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 364</br>Survived: 0</br>Pclass: 3</br>Name: Asim, Mr. Adola</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O.Q. 3101310</br>Fare: 7.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 366</br>Survived: 0</br>Pclass: 3</br>Name: Adahl, Mr. Mauritz Nils Martin</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C 7076</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 372</br>Survived: 0</br>Pclass: 3</br>Name: Wiklund, Mr. Jakob Alfred</br>Sex: male</br>Age: 18.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 3101267</br>Fare: 6.4958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 373</br>Survived: 0</br>Pclass: 3</br>Name: Beavan, Mr. William Thomas</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 323951</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 374</br>Survived: 0</br>Pclass: 1</br>Name: Ringhini, Mr. Sante</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17760</br>Fare: 135.6333</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 375</br>Survived: 0</br>Pclass: 3</br>Name: Palsson, Miss. Stina Viola</br>Sex: female</br>Age: 3.0</br>SibSp: 3</br>Parch: 1</br>Ticket: 349909</br>Fare: 21.075</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 378</br>Survived: 0</br>Pclass: 1</br>Name: Widener, Mr. Harry Elkins</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 113503</br>Fare: 211.5</br>Cabin: C82</br>Embarked: C",
+          "PassengerId: 379</br>Survived: 0</br>Pclass: 3</br>Name: Betros, Mr. Tannous</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2648</br>Fare: 4.0125</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 380</br>Survived: 0</br>Pclass: 3</br>Name: Gustafsson, Mr. Karl Gideon</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347069</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 383</br>Survived: 0</br>Pclass: 3</br>Name: Tikkanen, Mr. Juho</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101293</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 386</br>Survived: 0</br>Pclass: 2</br>Name: Davies, Mr. Charles Henry</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: S.O.C. 14879</br>Fare: 73.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 387</br>Survived: 0</br>Pclass: 3</br>Name: Goodwin, Master. Sidney Leonard</br>Sex: male</br>Age: 1.0</br>SibSp: 5</br>Parch: 2</br>Ticket: CA 2144</br>Fare: 46.9</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 393</br>Survived: 0</br>Pclass: 3</br>Name: Gustafsson, Mr. Johan Birger</br>Sex: male</br>Age: 28.0</br>SibSp: 2</br>Parch: 0</br>Ticket: 3101277</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 396</br>Survived: 0</br>Pclass: 3</br>Name: Johansson, Mr. Erik</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350052</br>Fare: 7.7958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 397</br>Survived: 0</br>Pclass: 3</br>Name: Olsson, Miss. Elina</br>Sex: female</br>Age: 31.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350407</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 398</br>Survived: 0</br>Pclass: 2</br>Name: McKane, Mr. Peter David</br>Sex: male</br>Age: 46.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28403</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 399</br>Survived: 0</br>Pclass: 2</br>Name: Pain, Dr. Alfred</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 244278</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 402</br>Survived: 0</br>Pclass: 3</br>Name: Adams, Mr. John</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 341826</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 403</br>Survived: 0</br>Pclass: 3</br>Name: Jussila, Miss. Mari Aina</br>Sex: female</br>Age: 21.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 4137</br>Fare: 9.825</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 404</br>Survived: 0</br>Pclass: 3</br>Name: Hakkarainen, Mr. Pekka Pietari</br>Sex: male</br>Age: 28.0</br>SibSp: 1</br>Parch: 0</br>Ticket: STON/O2. 3101279</br>Fare: 15.85</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 405</br>Survived: 0</br>Pclass: 3</br>Name: Oreskovic, Miss. Marija</br>Sex: female</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315096</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 406</br>Survived: 0</br>Pclass: 2</br>Name: Gale, Mr. Shadrach</br>Sex: male</br>Age: 34.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 28664</br>Fare: 21.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 407</br>Survived: 0</br>Pclass: 3</br>Name: Widegren, Mr. Carl/Charles Peter</br>Sex: male</br>Age: 51.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347064</br>Fare: 7.75</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 409</br>Survived: 0</br>Pclass: 3</br>Name: Birkeland, Mr. Hans Martin Monsen</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 312992</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 419</br>Survived: 0</br>Pclass: 2</br>Name: Matthews, Mr. William John</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28228</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 420</br>Survived: 0</br>Pclass: 3</br>Name: Van Impe, Miss. Catharina</br>Sex: female</br>Age: 10.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 345773</br>Fare: 24.15</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 422</br>Survived: 0</br>Pclass: 3</br>Name: Charters, Mr. David</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5. 13032</br>Fare: 7.7333</br>Cabin: nan</br>Embarked: Q",
+          "PassengerId: 423</br>Survived: 0</br>Pclass: 3</br>Name: Zimmerman, Mr. Leo</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315082</br>Fare: 7.875</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 424</br>Survived: 0</br>Pclass: 3</br>Name: Danbom, Mrs. Ernst Gilbert (Anna Sigrid Maria Brogren)</br>Sex: female</br>Age: 28.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 347080</br>Fare: 14.4</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 425</br>Survived: 0</br>Pclass: 3</br>Name: Rosblom, Mr. Viktor Richard</br>Sex: male</br>Age: 18.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 370129</br>Fare: 20.2125</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 434</br>Survived: 0</br>Pclass: 3</br>Name: Kallio, Mr. Nikolai Erland</br>Sex: male</br>Age: 17.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101274</br>Fare: 7.125</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 435</br>Survived: 0</br>Pclass: 1</br>Name: Silvey, Mr. William Baird</br>Sex: male</br>Age: 50.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 13507</br>Fare: 55.9</br>Cabin: E44</br>Embarked: S",
+          "PassengerId: 437</br>Survived: 0</br>Pclass: 3</br>Name: Ford, Miss. Doolina Margaret \"Daisy\"</br>Sex: female</br>Age: 21.0</br>SibSp: 2</br>Parch: 2</br>Ticket: W./C. 6608</br>Fare: 34.375</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 439</br>Survived: 0</br>Pclass: 1</br>Name: Fortune, Mr. Mark</br>Sex: male</br>Age: 64.0</br>SibSp: 1</br>Parch: 4</br>Ticket: 19950</br>Fare: 263.0</br>Cabin: C23 C25 C27</br>Embarked: S",
+          "PassengerId: 440</br>Survived: 0</br>Pclass: 2</br>Name: Kvillner, Mr. Johan Henrik Johannesson</br>Sex: male</br>Age: 31.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 18723</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 442</br>Survived: 0</br>Pclass: 3</br>Name: Hampe, Mr. Leon</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345769</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 443</br>Survived: 0</br>Pclass: 3</br>Name: Petterson, Mr. Johan Emil</br>Sex: male</br>Age: 25.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 347076</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 451</br>Survived: 0</br>Pclass: 2</br>Name: West, Mr. Edwy Arthur</br>Sex: male</br>Age: 36.0</br>SibSp: 1</br>Parch: 2</br>Ticket: C.A. 34651</br>Fare: 27.75</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 453</br>Survived: 0</br>Pclass: 1</br>Name: Foreman, Mr. Benjamin Laventall</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113051</br>Fare: 27.75</br>Cabin: C111</br>Embarked: C",
+          "PassengerId: 457</br>Survived: 0</br>Pclass: 1</br>Name: Millet, Mr. Francis Davis</br>Sex: male</br>Age: 65.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 13509</br>Fare: 26.55</br>Cabin: E38</br>Embarked: S",
+          "PassengerId: 462</br>Survived: 0</br>Pclass: 3</br>Name: Morley, Mr. William</br>Sex: male</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 364506</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 463</br>Survived: 0</br>Pclass: 1</br>Name: Gee, Mr. Arthur H</br>Sex: male</br>Age: 47.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 111320</br>Fare: 38.5</br>Cabin: E63</br>Embarked: S",
+          "PassengerId: 464</br>Survived: 0</br>Pclass: 2</br>Name: Milling, Mr. Jacob Christian</br>Sex: male</br>Age: 48.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 234360</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 466</br>Survived: 0</br>Pclass: 3</br>Name: Goncalves, Mr. Manuel Estanslas</br>Sex: male</br>Age: 38.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O.Q. 3101306</br>Fare: 7.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 468</br>Survived: 0</br>Pclass: 1</br>Name: Smart, Mr. John Montgomery</br>Sex: male</br>Age: 56.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113792</br>Fare: 26.55</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 472</br>Survived: 0</br>Pclass: 3</br>Name: Cacic, Mr. Luka</br>Sex: male</br>Age: 38.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315089</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 475</br>Survived: 0</br>Pclass: 3</br>Name: Strandberg, Miss. Ida Sofia</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 7553</br>Fare: 9.8375</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 477</br>Survived: 0</br>Pclass: 2</br>Name: Renouf, Mr. Peter Henry</br>Sex: male</br>Age: 34.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 31027</br>Fare: 21.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 478</br>Survived: 0</br>Pclass: 3</br>Name: Braund, Mr. Lewis Richard</br>Sex: male</br>Age: 29.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 3460</br>Fare: 7.0458</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 479</br>Survived: 0</br>Pclass: 3</br>Name: Karlsson, Mr. Nils August</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350060</br>Fare: 7.5208</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 481</br>Survived: 0</br>Pclass: 3</br>Name: Goodwin, Master. Harold Victor</br>Sex: male</br>Age: 9.0</br>SibSp: 5</br>Parch: 2</br>Ticket: CA 2144</br>Fare: 46.9</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 483</br>Survived: 0</br>Pclass: 3</br>Name: Rouse, Mr. Richard Henry</br>Sex: male</br>Age: 50.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5 3594</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 488</br>Survived: 0</br>Pclass: 1</br>Name: Kent, Mr. Edward Austin</br>Sex: male</br>Age: 58.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 11771</br>Fare: 29.7</br>Cabin: B37</br>Embarked: C",
+          "PassengerId: 489</br>Survived: 0</br>Pclass: 3</br>Name: Somerton, Mr. Francis William</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A.5. 18509</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 492</br>Survived: 0</br>Pclass: 3</br>Name: Windelov, Mr. Einar</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/OQ 3101317</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 493</br>Survived: 0</br>Pclass: 1</br>Name: Molson, Mr. Harry Markland</br>Sex: male</br>Age: 55.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113787</br>Fare: 30.5</br>Cabin: C30</br>Embarked: S",
+          "PassengerId: 494</br>Survived: 0</br>Pclass: 1</br>Name: Artagaveytia, Mr. Ramon</br>Sex: male</br>Age: 71.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17609</br>Fare: 49.5042</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 495</br>Survived: 0</br>Pclass: 3</br>Name: Stanley, Mr. Edward Roland</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/4 45380</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 499</br>Survived: 0</br>Pclass: 1</br>Name: Allison, Mrs. Hudson J C (Bessie Waldo Daniels)</br>Sex: female</br>Age: 25.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 113781</br>Fare: 151.55</br>Cabin: C22 C26</br>Embarked: S",
+          "PassengerId: 500</br>Survived: 0</br>Pclass: 3</br>Name: Svensson, Mr. Olof</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350035</br>Fare: 7.7958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 501</br>Survived: 0</br>Pclass: 3</br>Name: Calic, Mr. Petar</br>Sex: male</br>Age: 17.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315086</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 502</br>Survived: 0</br>Pclass: 3</br>Name: Canavan, Miss. Mary</br>Sex: female</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 364846</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
+          "PassengerId: 504</br>Survived: 0</br>Pclass: 3</br>Name: Laitinen, Miss. Kristina Sofia</br>Sex: female</br>Age: 37.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 4135</br>Fare: 9.5875</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 506</br>Survived: 0</br>Pclass: 1</br>Name: Penasco y Castellana, Mr. Victor de Satode</br>Sex: male</br>Age: 18.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17758</br>Fare: 108.9</br>Cabin: C65</br>Embarked: C",
+          "PassengerId: 509</br>Survived: 0</br>Pclass: 3</br>Name: Olsen, Mr. Henry Margido</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C 4001</br>Fare: 22.525</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 515</br>Survived: 0</br>Pclass: 3</br>Name: Coleff, Mr. Satio</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349209</br>Fare: 7.4958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 516</br>Survived: 0</br>Pclass: 1</br>Name: Walker, Mr. William Anderson</br>Sex: male</br>Age: 47.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 36967</br>Fare: 34.0208</br>Cabin: D46</br>Embarked: S",
+          "PassengerId: 520</br>Survived: 0</br>Pclass: 3</br>Name: Pavlovic, Mr. Stefo</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349242</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 522</br>Survived: 0</br>Pclass: 3</br>Name: Vovk, Mr. Janko</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349252</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 526</br>Survived: 0</br>Pclass: 3</br>Name: Farrell, Mr. James</br>Sex: male</br>Age: 40.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 367232</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
+          "PassengerId: 529</br>Survived: 0</br>Pclass: 3</br>Name: Salonen, Mr. Johan Werner</br>Sex: male</br>Age: 39.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 3101296</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 530</br>Survived: 0</br>Pclass: 2</br>Name: Hocking, Mr. Richard George</br>Sex: male</br>Age: 23.0</br>SibSp: 2</br>Parch: 1</br>Ticket: 29104</br>Fare: 11.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 533</br>Survived: 0</br>Pclass: 3</br>Name: Elias, Mr. Joseph Jr</br>Sex: male</br>Age: 17.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 2690</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 535</br>Survived: 0</br>Pclass: 3</br>Name: Cacic, Miss. Marija</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315084</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 537</br>Survived: 0</br>Pclass: 1</br>Name: Butt, Major. Archibald Willingham</br>Sex: male</br>Age: 45.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113050</br>Fare: 26.55</br>Cabin: B38</br>Embarked: S",
+          "PassengerId: 542</br>Survived: 0</br>Pclass: 3</br>Name: Andersson, Miss. Ingeborg Constanzia</br>Sex: female</br>Age: 9.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 347082</br>Fare: 31.275</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 543</br>Survived: 0</br>Pclass: 3</br>Name: Andersson, Miss. Sigrid Elisabeth</br>Sex: female</br>Age: 11.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 347082</br>Fare: 31.275</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 545</br>Survived: 0</br>Pclass: 1</br>Name: Douglas, Mr. Walter Donald</br>Sex: male</br>Age: 50.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17761</br>Fare: 106.425</br>Cabin: C86</br>Embarked: C",
+          "PassengerId: 546</br>Survived: 0</br>Pclass: 1</br>Name: Nicholson, Mr. Arthur Ernest</br>Sex: male</br>Age: 64.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 693</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 549</br>Survived: 0</br>Pclass: 3</br>Name: Goldsmith, Mr. Frank John</br>Sex: male</br>Age: 33.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 363291</br>Fare: 20.525</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 552</br>Survived: 0</br>Pclass: 2</br>Name: Sharp, Mr. Percival James R</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 244358</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 556</br>Survived: 0</br>Pclass: 1</br>Name: Wright, Mr. George</br>Sex: male</br>Age: 62.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113807</br>Fare: 26.55</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 562</br>Survived: 0</br>Pclass: 3</br>Name: Sivic, Mr. Husein</br>Sex: male</br>Age: 40.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349251</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 563</br>Survived: 0</br>Pclass: 2</br>Name: Norman, Mr. Robert Douglas</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 218629</br>Fare: 13.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 566</br>Survived: 0</br>Pclass: 3</br>Name: Davies, Mr. Alfred J</br>Sex: male</br>Age: 24.0</br>SibSp: 2</br>Parch: 0</br>Ticket: A/4 48871</br>Fare: 24.15</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 567</br>Survived: 0</br>Pclass: 3</br>Name: Stoytcheff, Mr. Ilia</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349205</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 568</br>Survived: 0</br>Pclass: 3</br>Name: Palsson, Mrs. Nils (Alma Cornelia Berglund)</br>Sex: female</br>Age: 29.0</br>SibSp: 0</br>Parch: 4</br>Ticket: 349909</br>Fare: 21.075</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 575</br>Survived: 0</br>Pclass: 3</br>Name: Rush, Mr. Alfred George John</br>Sex: male</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/4. 20589</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 576</br>Survived: 0</br>Pclass: 3</br>Name: Patchett, Mr. George</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 358585</br>Fare: 14.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 583</br>Survived: 0</br>Pclass: 2</br>Name: Downton, Mr. William James</br>Sex: male</br>Age: 54.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28403</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 584</br>Survived: 0</br>Pclass: 1</br>Name: Ross, Mr. John Hugo</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 13049</br>Fare: 40.125</br>Cabin: A10</br>Embarked: C",
+          "PassengerId: 587</br>Survived: 0</br>Pclass: 2</br>Name: Jarvis, Mr. John Denzil</br>Sex: male</br>Age: 47.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 237565</br>Fare: 15.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 589</br>Survived: 0</br>Pclass: 3</br>Name: Gilinski, Mr. Eliezer</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 14973</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 591</br>Survived: 0</br>Pclass: 3</br>Name: Rintamaki, Mr. Matti</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101273</br>Fare: 7.125</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 593</br>Survived: 0</br>Pclass: 3</br>Name: Elsbury, Mr. William James</br>Sex: male</br>Age: 47.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5 3902</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 595</br>Survived: 0</br>Pclass: 2</br>Name: Chapman, Mr. John Henry</br>Sex: male</br>Age: 37.0</br>SibSp: 1</br>Parch: 0</br>Ticket: SC/AH 29037</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 596</br>Survived: 0</br>Pclass: 3</br>Name: Van Impe, Mr. Jean Baptiste</br>Sex: male</br>Age: 36.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 345773</br>Fare: 24.15</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 598</br>Survived: 0</br>Pclass: 3</br>Name: Johnson, Mr. Alfred</br>Sex: male</br>Age: 49.0</br>SibSp: 0</br>Parch: 0</br>Ticket: LINE</br>Fare: 0.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 604</br>Survived: 0</br>Pclass: 3</br>Name: Torber, Mr. Ernst William</br>Sex: male</br>Age: 44.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 364511</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 606</br>Survived: 0</br>Pclass: 3</br>Name: Lindell, Mr. Edvard Bengtsson</br>Sex: male</br>Age: 36.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 349910</br>Fare: 15.55</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 607</br>Survived: 0</br>Pclass: 3</br>Name: Karaic, Mr. Milan</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349246</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 611</br>Survived: 0</br>Pclass: 3</br>Name: Andersson, Mrs. Anders Johan (Alfrida Konstantia Brogren)</br>Sex: female</br>Age: 39.0</br>SibSp: 1</br>Parch: 5</br>Ticket: 347082</br>Fare: 31.275</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 615</br>Survived: 0</br>Pclass: 3</br>Name: Brocklebank, Mr. William Alfred</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 364512</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 617</br>Survived: 0</br>Pclass: 3</br>Name: Danbom, Mr. Ernst Gilbert</br>Sex: male</br>Age: 34.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 347080</br>Fare: 14.4</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 618</br>Survived: 0</br>Pclass: 3</br>Name: Lobb, Mrs. William Arthur (Cordelia K Stanlick)</br>Sex: female</br>Age: 26.0</br>SibSp: 1</br>Parch: 0</br>Ticket: A/5. 3336</br>Fare: 16.1</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 620</br>Survived: 0</br>Pclass: 2</br>Name: Gavey, Mr. Lawrence</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 31028</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 621</br>Survived: 0</br>Pclass: 3</br>Name: Yasbeck, Mr. Antoni</br>Sex: male</br>Age: 27.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2659</br>Fare: 14.4542</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 624</br>Survived: 0</br>Pclass: 3</br>Name: Hansen, Mr. Henry Damsgaard</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350029</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 625</br>Survived: 0</br>Pclass: 3</br>Name: Bowen, Mr. David John \"Dai\"</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 54636</br>Fare: 16.1</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 626</br>Survived: 0</br>Pclass: 1</br>Name: Sutton, Mr. Frederick</br>Sex: male</br>Age: 61.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 36963</br>Fare: 32.3208</br>Cabin: D50</br>Embarked: S",
+          "PassengerId: 627</br>Survived: 0</br>Pclass: 2</br>Name: Kirkland, Rev. Charles Leonard</br>Sex: male</br>Age: 57.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 219533</br>Fare: 12.35</br>Cabin: nan</br>Embarked: Q",
+          "PassengerId: 629</br>Survived: 0</br>Pclass: 3</br>Name: Bostandyeff, Mr. Guentcho</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349224</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 632</br>Survived: 0</br>Pclass: 3</br>Name: Lundahl, Mr. Johan Svensson</br>Sex: male</br>Age: 51.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347743</br>Fare: 7.0542</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 635</br>Survived: 0</br>Pclass: 3</br>Name: Skoog, Miss. Mabel</br>Sex: female</br>Age: 9.0</br>SibSp: 3</br>Parch: 2</br>Ticket: 347088</br>Fare: 27.9</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 637</br>Survived: 0</br>Pclass: 3</br>Name: Leinonen, Mr. Antti Gustaf</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101292</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 638</br>Survived: 0</br>Pclass: 2</br>Name: Collyer, Mr. Harvey</br>Sex: male</br>Age: 31.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 31921</br>Fare: 26.25</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 639</br>Survived: 0</br>Pclass: 3</br>Name: Panula, Mrs. Juha (Maria Emilia Ojala)</br>Sex: female</br>Age: 41.0</br>SibSp: 0</br>Parch: 5</br>Ticket: 3101295</br>Fare: 39.6875</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 641</br>Survived: 0</br>Pclass: 3</br>Name: Jensen, Mr. Hans Peder</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350050</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 643</br>Survived: 0</br>Pclass: 3</br>Name: Skoog, Miss. Margit Elizabeth</br>Sex: female</br>Age: 2.0</br>SibSp: 3</br>Parch: 2</br>Ticket: 347088</br>Fare: 27.9</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 647</br>Survived: 0</br>Pclass: 3</br>Name: Cor, Mr. Liudevit</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349231</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 653</br>Survived: 0</br>Pclass: 3</br>Name: Kalvik, Mr. Johannes Halvorsen</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 8475</br>Fare: 8.4333</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 655</br>Survived: 0</br>Pclass: 3</br>Name: Hegarty, Miss. Hanora \"Nora\"</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 365226</br>Fare: 6.75</br>Cabin: nan</br>Embarked: Q",
+          "PassengerId: 656</br>Survived: 0</br>Pclass: 2</br>Name: Hickman, Mr. Leonard Mark</br>Sex: male</br>Age: 24.0</br>SibSp: 2</br>Parch: 0</br>Ticket: S.O.C. 14879</br>Fare: 73.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 658</br>Survived: 0</br>Pclass: 3</br>Name: Bourke, Mrs. John (Catherine)</br>Sex: female</br>Age: 32.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 364849</br>Fare: 15.5</br>Cabin: nan</br>Embarked: Q",
+          "PassengerId: 659</br>Survived: 0</br>Pclass: 2</br>Name: Eitemiller, Mr. George Floyd</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 29751</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 660</br>Survived: 0</br>Pclass: 1</br>Name: Newell, Mr. Arthur Webster</br>Sex: male</br>Age: 58.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 35273</br>Fare: 113.275</br>Cabin: D48</br>Embarked: C",
+          "PassengerId: 662</br>Survived: 0</br>Pclass: 3</br>Name: Badt, Mr. Mohamed</br>Sex: male</br>Age: 40.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2623</br>Fare: 7.225</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 663</br>Survived: 0</br>Pclass: 1</br>Name: Colley, Mr. Edward Pomeroy</br>Sex: male</br>Age: 47.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 5727</br>Fare: 25.5875</br>Cabin: E58</br>Embarked: S",
+          "PassengerId: 664</br>Survived: 0</br>Pclass: 3</br>Name: Coleff, Mr. Peju</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349210</br>Fare: 7.4958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 666</br>Survived: 0</br>Pclass: 2</br>Name: Hickman, Mr. Lewis</br>Sex: male</br>Age: 32.0</br>SibSp: 2</br>Parch: 0</br>Ticket: S.O.C. 14879</br>Fare: 73.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 667</br>Survived: 0</br>Pclass: 2</br>Name: Butler, Mr. Reginald Fenton</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 234686</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 669</br>Survived: 0</br>Pclass: 3</br>Name: Cook, Mr. Jacob</br>Sex: male</br>Age: 43.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5 3536</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 672</br>Survived: 0</br>Pclass: 1</br>Name: Davidson, Mr. Thornton</br>Sex: male</br>Age: 31.0</br>SibSp: 1</br>Parch: 0</br>Ticket: F.C. 12750</br>Fare: 52.0</br>Cabin: B71</br>Embarked: S",
+          "PassengerId: 673</br>Survived: 0</br>Pclass: 2</br>Name: Mitchell, Mr. Henry Michael</br>Sex: male</br>Age: 70.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 24580</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 676</br>Survived: 0</br>Pclass: 3</br>Name: Edvardsson, Mr. Gustaf Hjalmar</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349912</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 677</br>Survived: 0</br>Pclass: 3</br>Name: Sawyer, Mr. Frederick Charles</br>Sex: male</br>Age: 24.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 342826</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 679</br>Survived: 0</br>Pclass: 3</br>Name: Goodwin, Mrs. Frederick (Augusta Tyler)</br>Sex: female</br>Age: 43.0</br>SibSp: 1</br>Parch: 6</br>Ticket: CA 2144</br>Fare: 46.9</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 683</br>Survived: 0</br>Pclass: 3</br>Name: Olsvigen, Mr. Thor Anderson</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 6563</br>Fare: 9.225</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 684</br>Survived: 0</br>Pclass: 3</br>Name: Goodwin, Mr. Charles Edward</br>Sex: male</br>Age: 14.0</br>SibSp: 5</br>Parch: 2</br>Ticket: CA 2144</br>Fare: 46.9</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 685</br>Survived: 0</br>Pclass: 2</br>Name: Brown, Mr. Thomas William Solomon</br>Sex: male</br>Age: 60.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 29750</br>Fare: 39.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 686</br>Survived: 0</br>Pclass: 2</br>Name: Laroche, Mr. Joseph Philippe Lemercier</br>Sex: male</br>Age: 25.0</br>SibSp: 1</br>Parch: 2</br>Ticket: SC/Paris 2123</br>Fare: 41.5792</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 687</br>Survived: 0</br>Pclass: 3</br>Name: Panula, Mr. Jaako Arnold</br>Sex: male</br>Age: 14.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 3101295</br>Fare: 39.6875</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 688</br>Survived: 0</br>Pclass: 3</br>Name: Dakic, Mr. Branko</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349228</br>Fare: 10.1708</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 689</br>Survived: 0</br>Pclass: 3</br>Name: Fischer, Mr. Eberhard Thelander</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350036</br>Fare: 7.7958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 694</br>Survived: 0</br>Pclass: 3</br>Name: Saad, Mr. Khalil</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2672</br>Fare: 7.225</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 695</br>Survived: 0</br>Pclass: 1</br>Name: Weir, Col. John</br>Sex: male</br>Age: 60.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113800</br>Fare: 26.55</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 696</br>Survived: 0</br>Pclass: 2</br>Name: Chapman, Mr. Charles Henry</br>Sex: male</br>Age: 52.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 248731</br>Fare: 13.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 697</br>Survived: 0</br>Pclass: 3</br>Name: Kelly, Mr. James</br>Sex: male</br>Age: 44.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 363592</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 699</br>Survived: 0</br>Pclass: 1</br>Name: Thayer, Mr. John Borland</br>Sex: male</br>Age: 49.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 17421</br>Fare: 110.8833</br>Cabin: C68</br>Embarked: C",
+          "PassengerId: 700</br>Survived: 0</br>Pclass: 3</br>Name: Humblen, Mr. Adolf Mathias Nicolai Olsen</br>Sex: male</br>Age: 42.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 348121</br>Fare: 7.65</br>Cabin: F G63</br>Embarked: S",
+          "PassengerId: 703</br>Survived: 0</br>Pclass: 3</br>Name: Barbara, Miss. Saiide</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 2691</br>Fare: 14.4542</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 704</br>Survived: 0</br>Pclass: 3</br>Name: Gallagher, Mr. Martin</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 36864</br>Fare: 7.7417</br>Cabin: nan</br>Embarked: Q",
+          "PassengerId: 705</br>Survived: 0</br>Pclass: 3</br>Name: Hansen, Mr. Henrik Juul</br>Sex: male</br>Age: 26.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 350025</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 706</br>Survived: 0</br>Pclass: 2</br>Name: Morley, Mr. Henry Samuel (\"Mr Henry Marshall\")</br>Sex: male</br>Age: 39.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250655</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 714</br>Survived: 0</br>Pclass: 3</br>Name: Larsson, Mr. August Viktor</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 7545</br>Fare: 9.4833</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 715</br>Survived: 0</br>Pclass: 2</br>Name: Greenberg, Mr. Samuel</br>Sex: male</br>Age: 52.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250647</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 716</br>Survived: 0</br>Pclass: 3</br>Name: Soholt, Mr. Peter Andreas Lauritz Andersen</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 348124</br>Fare: 7.65</br>Cabin: F G73</br>Embarked: S",
+          "PassengerId: 720</br>Survived: 0</br>Pclass: 3</br>Name: Johnson, Mr. Malkolm Joackim</br>Sex: male</br>Age: 33.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347062</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 722</br>Survived: 0</br>Pclass: 3</br>Name: Jensen, Mr. Svend Lauritz</br>Sex: male</br>Age: 17.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 350048</br>Fare: 7.0542</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 723</br>Survived: 0</br>Pclass: 2</br>Name: Gillespie, Mr. William Henry</br>Sex: male</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 12233</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 724</br>Survived: 0</br>Pclass: 2</br>Name: Hodges, Mr. Henry Price</br>Sex: male</br>Age: 50.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250643</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 726</br>Survived: 0</br>Pclass: 3</br>Name: Oreskovic, Mr. Luka</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315094</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 729</br>Survived: 0</br>Pclass: 2</br>Name: Bryhl, Mr. Kurt Arnold Gottfrid</br>Sex: male</br>Age: 25.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 236853</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 730</br>Survived: 0</br>Pclass: 3</br>Name: Ilmakangas, Miss. Pieta Sofia</br>Sex: female</br>Age: 25.0</br>SibSp: 1</br>Parch: 0</br>Ticket: STON/O2. 3101271</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 732</br>Survived: 0</br>Pclass: 3</br>Name: Hassan, Mr. Houssein G N</br>Sex: male</br>Age: 11.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2699</br>Fare: 18.7875</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 734</br>Survived: 0</br>Pclass: 2</br>Name: Berriman, Mr. William John</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28425</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 735</br>Survived: 0</br>Pclass: 2</br>Name: Troupiansky, Mr. Moses Aaron</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 233639</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 736</br>Survived: 0</br>Pclass: 3</br>Name: Williams, Mr. Leslie</br>Sex: male</br>Age: 28.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 54636</br>Fare: 16.1</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 737</br>Survived: 0</br>Pclass: 3</br>Name: Ford, Mrs. Edward (Margaret Ann Watson)</br>Sex: female</br>Age: 48.0</br>SibSp: 1</br>Parch: 3</br>Ticket: W./C. 6608</br>Fare: 34.375</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 742</br>Survived: 0</br>Pclass: 1</br>Name: Cavendish, Mr. Tyrell William</br>Sex: male</br>Age: 36.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 19877</br>Fare: 78.85</br>Cabin: C46</br>Embarked: S",
+          "PassengerId: 744</br>Survived: 0</br>Pclass: 3</br>Name: McNamee, Mr. Neal</br>Sex: male</br>Age: 24.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 376566</br>Fare: 16.1</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 746</br>Survived: 0</br>Pclass: 1</br>Name: Crosby, Capt. Edward Gifford</br>Sex: male</br>Age: 70.0</br>SibSp: 1</br>Parch: 1</br>Ticket: WE/P 5735</br>Fare: 71.0</br>Cabin: B22</br>Embarked: S",
+          "PassengerId: 747</br>Survived: 0</br>Pclass: 3</br>Name: Abbott, Mr. Rossmore Edward</br>Sex: male</br>Age: 16.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 2673</br>Fare: 20.25</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 749</br>Survived: 0</br>Pclass: 1</br>Name: Marvin, Mr. Daniel Warner</br>Sex: male</br>Age: 19.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113773</br>Fare: 53.1</br>Cabin: D30</br>Embarked: S",
+          "PassengerId: 750</br>Survived: 0</br>Pclass: 3</br>Name: Connaghton, Mr. Michael</br>Sex: male</br>Age: 31.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 335097</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
+          "PassengerId: 753</br>Survived: 0</br>Pclass: 3</br>Name: Vande Velde, Mr. Johannes Joseph</br>Sex: male</br>Age: 33.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345780</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 754</br>Survived: 0</br>Pclass: 3</br>Name: Jonkoff, Mr. Lalio</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349204</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 757</br>Survived: 0</br>Pclass: 3</br>Name: Carlsson, Mr. August Sigfrid</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350042</br>Fare: 7.7958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 758</br>Survived: 0</br>Pclass: 2</br>Name: Bailey, Mr. Percy Andrew</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 29108</br>Fare: 11.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 759</br>Survived: 0</br>Pclass: 3</br>Name: Theobald, Mr. Thomas Leonard</br>Sex: male</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 363294</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 762</br>Survived: 0</br>Pclass: 3</br>Name: Nirva, Mr. Iisakki Antino Aijo</br>Sex: male</br>Age: 41.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O2 3101272</br>Fare: 7.125</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 765</br>Survived: 0</br>Pclass: 3</br>Name: Eklund, Mr. Hans Linus</br>Sex: male</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347074</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 768</br>Survived: 0</br>Pclass: 3</br>Name: Mangan, Miss. Mary</br>Sex: female</br>Age: 30.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 364850</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
+          "PassengerId: 770</br>Survived: 0</br>Pclass: 3</br>Name: Gronnestad, Mr. Daniel Danielsen</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 8471</br>Fare: 8.3625</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 771</br>Survived: 0</br>Pclass: 3</br>Name: Lievens, Mr. Rene Aime</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345781</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 772</br>Survived: 0</br>Pclass: 3</br>Name: Jensen, Mr. Niels Peder</br>Sex: male</br>Age: 48.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350047</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 773</br>Survived: 0</br>Pclass: 2</br>Name: Mack, Mrs. (Mary)</br>Sex: female</br>Age: 57.0</br>SibSp: 0</br>Parch: 0</br>Ticket: S.O./P.P. 3</br>Fare: 10.5</br>Cabin: E77</br>Embarked: S",
+          "PassengerId: 776</br>Survived: 0</br>Pclass: 3</br>Name: Myhrman, Mr. Pehr Fabian Oliver Malkolm</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347078</br>Fare: 7.75</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 783</br>Survived: 0</br>Pclass: 1</br>Name: Long, Mr. Milton Clyde</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113501</br>Fare: 30.0</br>Cabin: D6</br>Embarked: S",
+          "PassengerId: 785</br>Survived: 0</br>Pclass: 3</br>Name: Ali, Mr. William</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O.Q. 3101312</br>Fare: 7.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 786</br>Survived: 0</br>Pclass: 3</br>Name: Harmer, Mr. Abraham (David Lishin)</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 374887</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 788</br>Survived: 0</br>Pclass: 3</br>Name: Rice, Master. George Hugh</br>Sex: male</br>Age: 8.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 382652</br>Fare: 29.125</br>Cabin: nan</br>Embarked: Q",
+          "PassengerId: 790</br>Survived: 0</br>Pclass: 1</br>Name: Guggenheim, Mr. Benjamin</br>Sex: male</br>Age: 46.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17593</br>Fare: 79.2</br>Cabin: B82 B84</br>Embarked: C",
+          "PassengerId: 792</br>Survived: 0</br>Pclass: 2</br>Name: Gaskell, Mr. Alfred</br>Sex: male</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 239865</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 795</br>Survived: 0</br>Pclass: 3</br>Name: Dantcheff, Mr. Ristiu</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349203</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 796</br>Survived: 0</br>Pclass: 2</br>Name: Otter, Mr. Richard</br>Sex: male</br>Age: 39.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28213</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 799</br>Survived: 0</br>Pclass: 3</br>Name: Ibrahim Shawah, Mr. Yousseff</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2685</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 800</br>Survived: 0</br>Pclass: 3</br>Name: Van Impe, Mrs. Jean Baptiste (Rosalie Paula Govaert)</br>Sex: female</br>Age: 30.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 345773</br>Fare: 24.15</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 801</br>Survived: 0</br>Pclass: 2</br>Name: Ponesell, Mr. Martin</br>Sex: male</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250647</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 806</br>Survived: 0</br>Pclass: 3</br>Name: Johansson, Mr. Karl Johan</br>Sex: male</br>Age: 31.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347063</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 807</br>Survived: 0</br>Pclass: 1</br>Name: Andrews, Mr. Thomas Jr</br>Sex: male</br>Age: 39.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 112050</br>Fare: 0.0</br>Cabin: A36</br>Embarked: S",
+          "PassengerId: 808</br>Survived: 0</br>Pclass: 3</br>Name: Pettersson, Miss. Ellen Natalia</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347087</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 809</br>Survived: 0</br>Pclass: 2</br>Name: Meyer, Mr. August</br>Sex: male</br>Age: 39.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 248723</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 811</br>Survived: 0</br>Pclass: 3</br>Name: Alexander, Mr. William</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 3474</br>Fare: 7.8875</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 812</br>Survived: 0</br>Pclass: 3</br>Name: Lester, Mr. James</br>Sex: male</br>Age: 39.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/4 48871</br>Fare: 24.15</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 813</br>Survived: 0</br>Pclass: 2</br>Name: Slemen, Mr. Richard James</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28206</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 814</br>Survived: 0</br>Pclass: 3</br>Name: Andersson, Miss. Ebba Iris Alfrida</br>Sex: female</br>Age: 6.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 347082</br>Fare: 31.275</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 815</br>Survived: 0</br>Pclass: 3</br>Name: Tomlin, Mr. Ernest Portage</br>Sex: male</br>Age: 30.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 364499</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 817</br>Survived: 0</br>Pclass: 3</br>Name: Heininen, Miss. Wendla Maria</br>Sex: female</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O2. 3101290</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 818</br>Survived: 0</br>Pclass: 2</br>Name: Mallet, Mr. Albert</br>Sex: male</br>Age: 31.0</br>SibSp: 1</br>Parch: 1</br>Ticket: S.C./PARIS 2079</br>Fare: 37.0042</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 819</br>Survived: 0</br>Pclass: 3</br>Name: Holm, Mr. John Fredrik Alexander</br>Sex: male</br>Age: 43.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C 7075</br>Fare: 6.45</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 820</br>Survived: 0</br>Pclass: 3</br>Name: Skoog, Master. Karl Thorsten</br>Sex: male</br>Age: 10.0</br>SibSp: 3</br>Parch: 2</br>Ticket: 347088</br>Fare: 27.9</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 823</br>Survived: 0</br>Pclass: 1</br>Name: Reuchlin, Jonkheer. John George</br>Sex: male</br>Age: 38.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 19972</br>Fare: 0.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 825</br>Survived: 0</br>Pclass: 3</br>Name: Panula, Master. Urho Abraham</br>Sex: male</br>Age: 2.0</br>SibSp: 4</br>Parch: 1</br>Ticket: 3101295</br>Fare: 39.6875</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 834</br>Survived: 0</br>Pclass: 3</br>Name: Augustsson, Mr. Albert</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347468</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 835</br>Survived: 0</br>Pclass: 3</br>Name: Allum, Mr. Owen George</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2223</br>Fare: 8.3</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 837</br>Survived: 0</br>Pclass: 3</br>Name: Pasic, Mr. Jakob</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315097</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 841</br>Survived: 0</br>Pclass: 3</br>Name: Alhomaki, Mr. Ilmari Rudolf</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O2 3101287</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 842</br>Survived: 0</br>Pclass: 2</br>Name: Mudd, Mr. Thomas Charles</br>Sex: male</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: S.O./P.P. 3</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 844</br>Survived: 0</br>Pclass: 3</br>Name: Lemberopolous, Mr. Peter L</br>Sex: male</br>Age: 34.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 2683</br>Fare: 6.4375</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 845</br>Survived: 0</br>Pclass: 3</br>Name: Culumovic, Mr. Jeso</br>Sex: male</br>Age: 17.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315090</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 846</br>Survived: 0</br>Pclass: 3</br>Name: Abbing, Mr. Anthony</br>Sex: male</br>Age: 42.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 5547</br>Fare: 7.55</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 848</br>Survived: 0</br>Pclass: 3</br>Name: Markoff, Mr. Marin</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349213</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 849</br>Survived: 0</br>Pclass: 2</br>Name: Harper, Rev. John</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 248727</br>Fare: 33.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 851</br>Survived: 0</br>Pclass: 3</br>Name: Andersson, Master. Sigvard Harald Elias</br>Sex: male</br>Age: 4.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 347082</br>Fare: 31.275</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 852</br>Survived: 0</br>Pclass: 3</br>Name: Svensson, Mr. Johan</br>Sex: male</br>Age: 74.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347060</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 853</br>Survived: 0</br>Pclass: 3</br>Name: Boulos, Miss. Nourelain</br>Sex: female</br>Age: 9.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 2678</br>Fare: 15.2458</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 855</br>Survived: 0</br>Pclass: 2</br>Name: Carter, Mrs. Ernest Courtenay (Lilian Hughes)</br>Sex: female</br>Age: 44.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 244252</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 861</br>Survived: 0</br>Pclass: 3</br>Name: Hansen, Mr. Claus Peter</br>Sex: male</br>Age: 41.0</br>SibSp: 2</br>Parch: 0</br>Ticket: 350026</br>Fare: 14.1083</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 862</br>Survived: 0</br>Pclass: 2</br>Name: Giles, Mr. Frederick Edward</br>Sex: male</br>Age: 21.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 28134</br>Fare: 11.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 865</br>Survived: 0</br>Pclass: 2</br>Name: Gill, Mr. John William</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 233866</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 868</br>Survived: 0</br>Pclass: 1</br>Name: Roebling, Mr. Washington Augustus II</br>Sex: male</br>Age: 31.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17590</br>Fare: 50.4958</br>Cabin: A24</br>Embarked: S",
+          "PassengerId: 871</br>Survived: 0</br>Pclass: 3</br>Name: Balkic, Mr. Cerin</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349248</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: S",
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+          "PassengerId: 75</br>Survived: 1</br>Pclass: 3</br>Name: Bing, Mr. Lee</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 1601</br>Fare: 56.4958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 79</br>Survived: 1</br>Pclass: 2</br>Name: Caldwell, Master. Alden Gates</br>Sex: male</br>Age: 0.83</br>SibSp: 0</br>Parch: 2</br>Ticket: 248738</br>Fare: 29.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 80</br>Survived: 1</br>Pclass: 3</br>Name: Dowdell, Miss. Elizabeth</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 364516</br>Fare: 12.475</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 82</br>Survived: 1</br>Pclass: 3</br>Name: Sheerlinck, Mr. Jan Baptist</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345779</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 85</br>Survived: 1</br>Pclass: 2</br>Name: Ilett, Miss. Bertha</br>Sex: female</br>Age: 17.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SO/C 14885</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 86</br>Survived: 1</br>Pclass: 3</br>Name: Backstrom, Mrs. Karl Alfred (Maria Mathilda Gustafsson)</br>Sex: female</br>Age: 33.0</br>SibSp: 3</br>Parch: 0</br>Ticket: 3101278</br>Fare: 15.85</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 89</br>Survived: 1</br>Pclass: 1</br>Name: Fortune, Miss. Mabel Helen</br>Sex: female</br>Age: 23.0</br>SibSp: 3</br>Parch: 2</br>Ticket: 19950</br>Fare: 263.0</br>Cabin: C23 C25 C27</br>Embarked: S",
+          "PassengerId: 98</br>Survived: 1</br>Pclass: 1</br>Name: Greenfield, Mr. William Bertram</br>Sex: male</br>Age: 23.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17759</br>Fare: 63.3583</br>Cabin: D10 D12</br>Embarked: C",
+          "PassengerId: 99</br>Survived: 1</br>Pclass: 2</br>Name: Doling, Mrs. John T (Ada Julia Bone)</br>Sex: female</br>Age: 34.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 231919</br>Fare: 23.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 107</br>Survived: 1</br>Pclass: 3</br>Name: Salkjelsvik, Miss. Anna Kristine</br>Sex: female</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 343120</br>Fare: 7.65</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 124</br>Survived: 1</br>Pclass: 2</br>Name: Webber, Miss. Susan</br>Sex: female</br>Age: 32.5</br>SibSp: 0</br>Parch: 0</br>Ticket: 27267</br>Fare: 13.0</br>Cabin: E101</br>Embarked: S",
+          "PassengerId: 126</br>Survived: 1</br>Pclass: 3</br>Name: Nicola-Yarred, Master. Elias</br>Sex: male</br>Age: 12.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2651</br>Fare: 11.2417</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 128</br>Survived: 1</br>Pclass: 3</br>Name: Madsen, Mr. Fridtjof Arne</br>Sex: male</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C 17369</br>Fare: 7.1417</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 134</br>Survived: 1</br>Pclass: 2</br>Name: Weisz, Mrs. Leopold (Mathilde Francoise Pede)</br>Sex: female</br>Age: 29.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 228414</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 137</br>Survived: 1</br>Pclass: 1</br>Name: Newsom, Miss. Helen Monypeny</br>Sex: female</br>Age: 19.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 11752</br>Fare: 26.2833</br>Cabin: D47</br>Embarked: S",
+          "PassengerId: 142</br>Survived: 1</br>Pclass: 3</br>Name: Nysten, Miss. Anna Sofia</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347081</br>Fare: 7.75</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 143</br>Survived: 1</br>Pclass: 3</br>Name: Hakkarainen, Mrs. Pekka Pietari (Elin Matilda Dolck)</br>Sex: female</br>Age: 24.0</br>SibSp: 1</br>Parch: 0</br>Ticket: STON/O2. 3101279</br>Fare: 15.85</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 147</br>Survived: 1</br>Pclass: 3</br>Name: Andersson, Mr. August Edvard (\"Wennerstrom\")</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350043</br>Fare: 7.7958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 152</br>Survived: 1</br>Pclass: 1</br>Name: Pears, Mrs. Thomas (Edith Wearne)</br>Sex: female</br>Age: 22.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113776</br>Fare: 66.6</br>Cabin: C2</br>Embarked: S",
+          "PassengerId: 157</br>Survived: 1</br>Pclass: 3</br>Name: Gilnagh, Miss. Katherine \"Katie\"</br>Sex: female</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 35851</br>Fare: 7.7333</br>Cabin: nan</br>Embarked: Q",
+          "PassengerId: 162</br>Survived: 1</br>Pclass: 2</br>Name: Watt, Mrs. James (Elizabeth \"Bessie\" Inglis Milne)</br>Sex: female</br>Age: 40.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 33595</br>Fare: 15.75</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 166</br>Survived: 1</br>Pclass: 3</br>Name: Goldsmith, Master. Frank John William \"Frankie\"</br>Sex: male</br>Age: 9.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 363291</br>Fare: 20.525</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 173</br>Survived: 1</br>Pclass: 3</br>Name: Johnson, Miss. Eleanor Ileen</br>Sex: female</br>Age: 1.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 347742</br>Fare: 11.1333</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 184</br>Survived: 1</br>Pclass: 2</br>Name: Becker, Master. Richard F</br>Sex: male</br>Age: 1.0</br>SibSp: 2</br>Parch: 1</br>Ticket: 230136</br>Fare: 39.0</br>Cabin: F4</br>Embarked: S",
+          "PassengerId: 185</br>Survived: 1</br>Pclass: 3</br>Name: Kink-Heilmann, Miss. Luise Gretchen</br>Sex: female</br>Age: 4.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 315153</br>Fare: 22.025</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 188</br>Survived: 1</br>Pclass: 1</br>Name: Romaine, Mr. Charles Hallace (\"Mr C Rolmane\")</br>Sex: male</br>Age: 45.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 111428</br>Fare: 26.55</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 191</br>Survived: 1</br>Pclass: 2</br>Name: Pinsky, Mrs. (Rosa)</br>Sex: female</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 234604</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 193</br>Survived: 1</br>Pclass: 3</br>Name: Andersen-Jensen, Miss. Carla Christine Nielsine</br>Sex: female</br>Age: 19.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 350046</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 194</br>Survived: 1</br>Pclass: 2</br>Name: Navratil, Master. Michel M</br>Sex: male</br>Age: 3.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 230080</br>Fare: 26.0</br>Cabin: F2</br>Embarked: S",
+          "PassengerId: 195</br>Survived: 1</br>Pclass: 1</br>Name: Brown, Mrs. James Joseph (Margaret Tobin)</br>Sex: female</br>Age: 44.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17610</br>Fare: 27.7208</br>Cabin: B4</br>Embarked: C",
+          "PassengerId: 196</br>Survived: 1</br>Pclass: 1</br>Name: Lurette, Miss. Elise</br>Sex: female</br>Age: 58.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17569</br>Fare: 146.5208</br>Cabin: B80</br>Embarked: C",
+          "PassengerId: 205</br>Survived: 1</br>Pclass: 3</br>Name: Cohen, Mr. Gurshon \"Gus\"</br>Sex: male</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5 3540</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 208</br>Survived: 1</br>Pclass: 3</br>Name: Albimona, Mr. Nassef Cassem</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2699</br>Fare: 18.7875</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 209</br>Survived: 1</br>Pclass: 3</br>Name: Carr, Miss. Helen \"Ellen\"</br>Sex: female</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 367231</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
+          "PassengerId: 210</br>Survived: 1</br>Pclass: 1</br>Name: Blank, Mr. Henry</br>Sex: male</br>Age: 40.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 112277</br>Fare: 31.0</br>Cabin: A31</br>Embarked: C",
+          "PassengerId: 212</br>Survived: 1</br>Pclass: 2</br>Name: Cameron, Miss. Clear Annie</br>Sex: female</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: F.C.C. 13528</br>Fare: 21.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 216</br>Survived: 1</br>Pclass: 1</br>Name: Newell, Miss. Madeleine</br>Sex: female</br>Age: 31.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 35273</br>Fare: 113.275</br>Cabin: D36</br>Embarked: C",
+          "PassengerId: 217</br>Survived: 1</br>Pclass: 3</br>Name: Honkanen, Miss. Eliina</br>Sex: female</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O2. 3101283</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 219</br>Survived: 1</br>Pclass: 1</br>Name: Bazzani, Miss. Albina</br>Sex: female</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 11813</br>Fare: 76.2917</br>Cabin: D15</br>Embarked: C",
+          "PassengerId: 221</br>Survived: 1</br>Pclass: 3</br>Name: Sunderland, Mr. Victor Francis</br>Sex: male</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/OQ 392089</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 225</br>Survived: 1</br>Pclass: 1</br>Name: Hoyt, Mr. Frederick Maxfield</br>Sex: male</br>Age: 38.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 19943</br>Fare: 90.0</br>Cabin: C93</br>Embarked: S",
+          "PassengerId: 227</br>Survived: 1</br>Pclass: 2</br>Name: Mellors, Mr. William John</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SW/PP 751</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 231</br>Survived: 1</br>Pclass: 1</br>Name: Harris, Mrs. Henry Birkhardt (Irene Wallach)</br>Sex: female</br>Age: 35.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 36973</br>Fare: 83.475</br>Cabin: C83</br>Embarked: S",
+          "PassengerId: 234</br>Survived: 1</br>Pclass: 3</br>Name: Asplund, Miss. Lillian Gertrud</br>Sex: female</br>Age: 5.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 347077</br>Fare: 31.3875</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 238</br>Survived: 1</br>Pclass: 2</br>Name: Collyer, Miss. Marjorie \"Lottie\"</br>Sex: female</br>Age: 8.0</br>SibSp: 0</br>Parch: 2</br>Ticket: C.A. 31921</br>Fare: 26.25</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 248</br>Survived: 1</br>Pclass: 2</br>Name: Hamalainen, Mrs. William (Anna)</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 250649</br>Fare: 14.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 249</br>Survived: 1</br>Pclass: 1</br>Name: Beckwith, Mr. Richard Leonard</br>Sex: male</br>Age: 37.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 11751</br>Fare: 52.5542</br>Cabin: D35</br>Embarked: S",
+          "PassengerId: 256</br>Survived: 1</br>Pclass: 3</br>Name: Touma, Mrs. Darwis (Hanne Youssef Razi)</br>Sex: female</br>Age: 29.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 2650</br>Fare: 15.2458</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 258</br>Survived: 1</br>Pclass: 1</br>Name: Cherry, Miss. Gladys</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 110152</br>Fare: 86.5</br>Cabin: B77</br>Embarked: S",
+          "PassengerId: 259</br>Survived: 1</br>Pclass: 1</br>Name: Ward, Miss. Anna</br>Sex: female</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17755</br>Fare: 512.3292</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 260</br>Survived: 1</br>Pclass: 2</br>Name: Parrish, Mrs. (Lutie Davis)</br>Sex: female</br>Age: 50.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 230433</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 262</br>Survived: 1</br>Pclass: 3</br>Name: Asplund, Master. Edvin Rojj Felix</br>Sex: male</br>Age: 3.0</br>SibSp: 4</br>Parch: 2</br>Ticket: 347077</br>Fare: 31.3875</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 268</br>Survived: 1</br>Pclass: 3</br>Name: Persson, Mr. Ernst Ulrik</br>Sex: male</br>Age: 25.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 347083</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 269</br>Survived: 1</br>Pclass: 1</br>Name: Graham, Mrs. William Thompson (Edith Junkins)</br>Sex: female</br>Age: 58.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17582</br>Fare: 153.4625</br>Cabin: C125</br>Embarked: S",
+          "PassengerId: 270</br>Survived: 1</br>Pclass: 1</br>Name: Bissette, Miss. Amelia</br>Sex: female</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17760</br>Fare: 135.6333</br>Cabin: C99</br>Embarked: S",
+          "PassengerId: 272</br>Survived: 1</br>Pclass: 3</br>Name: Tornquist, Mr. William Henry</br>Sex: male</br>Age: 25.0</br>SibSp: 0</br>Parch: 0</br>Ticket: LINE</br>Fare: 0.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 273</br>Survived: 1</br>Pclass: 2</br>Name: Mellinger, Mrs. (Elizabeth Anne Maidment)</br>Sex: female</br>Age: 41.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 250644</br>Fare: 19.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 276</br>Survived: 1</br>Pclass: 1</br>Name: Andrews, Miss. Kornelia Theodosia</br>Sex: female</br>Age: 63.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 13502</br>Fare: 77.9583</br>Cabin: D7</br>Embarked: S",
+          "PassengerId: 280</br>Survived: 1</br>Pclass: 3</br>Name: Abbott, Mrs. Stanton (Rosa Hunt)</br>Sex: female</br>Age: 35.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 2673</br>Fare: 20.25</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 284</br>Survived: 1</br>Pclass: 3</br>Name: Dorking, Mr. Edward Arthur</br>Sex: male</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: A/5. 10482</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 287</br>Survived: 1</br>Pclass: 3</br>Name: de Mulder, Mr. Theodore</br>Sex: male</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 345774</br>Fare: 9.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 289</br>Survived: 1</br>Pclass: 2</br>Name: Hosono, Mr. Masabumi</br>Sex: male</br>Age: 42.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 237798</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 290</br>Survived: 1</br>Pclass: 3</br>Name: Connolly, Miss. Kate</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 370373</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
+          "PassengerId: 291</br>Survived: 1</br>Pclass: 1</br>Name: Barber, Miss. Ellen \"Nellie\"</br>Sex: female</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 19877</br>Fare: 78.85</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 292</br>Survived: 1</br>Pclass: 1</br>Name: Bishop, Mrs. Dickinson H (Helen Walton)</br>Sex: female</br>Age: 19.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 11967</br>Fare: 91.0792</br>Cabin: B49</br>Embarked: C",
+          "PassengerId: 300</br>Survived: 1</br>Pclass: 1</br>Name: Baxter, Mrs. James (Helene DeLaudeniere Chaput)</br>Sex: female</br>Age: 50.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17558</br>Fare: 247.5208</br>Cabin: B58 B60</br>Embarked: C",
+          "PassengerId: 306</br>Survived: 1</br>Pclass: 1</br>Name: Allison, Master. Hudson Trevor</br>Sex: male</br>Age: 0.92</br>SibSp: 1</br>Parch: 2</br>Ticket: 113781</br>Fare: 151.55</br>Cabin: C22 C26</br>Embarked: S",
+          "PassengerId: 308</br>Survived: 1</br>Pclass: 1</br>Name: Penasco y Castellana, Mrs. Victor de Satode (Maria Josefa Perez de Soto y Vallejo)</br>Sex: female</br>Age: 17.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17758</br>Fare: 108.9</br>Cabin: C65</br>Embarked: C",
+          "PassengerId: 310</br>Survived: 1</br>Pclass: 1</br>Name: Francatelli, Miss. Laura Mabel</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17485</br>Fare: 56.9292</br>Cabin: E36</br>Embarked: C",
+          "PassengerId: 311</br>Survived: 1</br>Pclass: 1</br>Name: Hays, Miss. Margaret Bechstein</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 11767</br>Fare: 83.1583</br>Cabin: C54</br>Embarked: C",
+          "PassengerId: 312</br>Survived: 1</br>Pclass: 1</br>Name: Ryerson, Miss. Emily Borie</br>Sex: female</br>Age: 18.0</br>SibSp: 2</br>Parch: 2</br>Ticket: PC 17608</br>Fare: 262.375</br>Cabin: B57 B59 B63 B66</br>Embarked: C",
+          "PassengerId: 316</br>Survived: 1</br>Pclass: 3</br>Name: Nilsson, Miss. Helmina Josefina</br>Sex: female</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347470</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 317</br>Survived: 1</br>Pclass: 2</br>Name: Kantor, Mrs. Sinai (Miriam Sternin)</br>Sex: female</br>Age: 24.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 244367</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 319</br>Survived: 1</br>Pclass: 1</br>Name: Wick, Miss. Mary Natalie</br>Sex: female</br>Age: 31.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 36928</br>Fare: 164.8667</br>Cabin: C7</br>Embarked: S",
+          "PassengerId: 320</br>Survived: 1</br>Pclass: 1</br>Name: Spedden, Mrs. Frederic Oakley (Margaretta Corning Stone)</br>Sex: female</br>Age: 40.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 16966</br>Fare: 134.5</br>Cabin: E34</br>Embarked: C",
+          "PassengerId: 323</br>Survived: 1</br>Pclass: 2</br>Name: Slayter, Miss. Hilda Mary</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 234818</br>Fare: 12.35</br>Cabin: nan</br>Embarked: Q",
+          "PassengerId: 324</br>Survived: 1</br>Pclass: 2</br>Name: Caldwell, Mrs. Albert Francis (Sylvia Mae Harbaugh)</br>Sex: female</br>Age: 22.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 248738</br>Fare: 29.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 326</br>Survived: 1</br>Pclass: 1</br>Name: Young, Miss. Marie Grice</br>Sex: female</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17760</br>Fare: 135.6333</br>Cabin: C32</br>Embarked: C",
+          "PassengerId: 328</br>Survived: 1</br>Pclass: 2</br>Name: Ball, Mrs. (Ada E Hall)</br>Sex: female</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 28551</br>Fare: 13.0</br>Cabin: D</br>Embarked: S",
+          "PassengerId: 329</br>Survived: 1</br>Pclass: 3</br>Name: Goldsmith, Mrs. Frank John (Emily Alice Brown)</br>Sex: female</br>Age: 31.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 363291</br>Fare: 20.525</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 330</br>Survived: 1</br>Pclass: 1</br>Name: Hippach, Miss. Jean Gertrude</br>Sex: female</br>Age: 16.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 111361</br>Fare: 57.9792</br>Cabin: B18</br>Embarked: C",
+          "PassengerId: 338</br>Survived: 1</br>Pclass: 1</br>Name: Burns, Miss. Elizabeth Margaret</br>Sex: female</br>Age: 41.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 16966</br>Fare: 134.5</br>Cabin: E40</br>Embarked: C",
+          "PassengerId: 339</br>Survived: 1</br>Pclass: 3</br>Name: Dahl, Mr. Karl Edwart</br>Sex: male</br>Age: 45.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 7598</br>Fare: 8.05</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 341</br>Survived: 1</br>Pclass: 2</br>Name: Navratil, Master. Edmond Roger</br>Sex: male</br>Age: 2.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 230080</br>Fare: 26.0</br>Cabin: F2</br>Embarked: S",
+          "PassengerId: 342</br>Survived: 1</br>Pclass: 1</br>Name: Fortune, Miss. Alice Elizabeth</br>Sex: female</br>Age: 24.0</br>SibSp: 3</br>Parch: 2</br>Ticket: 19950</br>Fare: 263.0</br>Cabin: C23 C25 C27</br>Embarked: S",
+          "PassengerId: 346</br>Survived: 1</br>Pclass: 2</br>Name: Brown, Miss. Amelia \"Mildred\"</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 248733</br>Fare: 13.0</br>Cabin: F33</br>Embarked: S",
+          "PassengerId: 347</br>Survived: 1</br>Pclass: 2</br>Name: Smith, Miss. Marion Elsie</br>Sex: female</br>Age: 40.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 31418</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 349</br>Survived: 1</br>Pclass: 3</br>Name: Coutts, Master. William Loch \"William\"</br>Sex: male</br>Age: 3.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 37671</br>Fare: 15.9</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 357</br>Survived: 1</br>Pclass: 1</br>Name: Bowerman, Miss. Elsie Edith</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 113505</br>Fare: 55.0</br>Cabin: E33</br>Embarked: S",
+          "PassengerId: 367</br>Survived: 1</br>Pclass: 1</br>Name: Warren, Mrs. Frank Manley (Anna Sophia Atkinson)</br>Sex: female</br>Age: 60.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 110813</br>Fare: 75.25</br>Cabin: D37</br>Embarked: C",
+          "PassengerId: 370</br>Survived: 1</br>Pclass: 1</br>Name: Aubart, Mme. Leontine Pauline</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17477</br>Fare: 69.3</br>Cabin: B35</br>Embarked: C",
+          "PassengerId: 371</br>Survived: 1</br>Pclass: 1</br>Name: Harder, Mr. George Achilles</br>Sex: male</br>Age: 25.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 11765</br>Fare: 55.4417</br>Cabin: E50</br>Embarked: C",
+          "PassengerId: 377</br>Survived: 1</br>Pclass: 3</br>Name: Landergren, Miss. Aurora Adelia</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C 7077</br>Fare: 7.25</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 381</br>Survived: 1</br>Pclass: 1</br>Name: Bidois, Miss. Rosalie</br>Sex: female</br>Age: 42.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17757</br>Fare: 227.525</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 382</br>Survived: 1</br>Pclass: 3</br>Name: Nakid, Miss. Maria (\"Mary\")</br>Sex: female</br>Age: 1.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 2653</br>Fare: 15.7417</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 384</br>Survived: 1</br>Pclass: 1</br>Name: Holverson, Mrs. Alexander Oskar (Mary Aline Towner)</br>Sex: female</br>Age: 35.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113789</br>Fare: 52.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 388</br>Survived: 1</br>Pclass: 2</br>Name: Buss, Miss. Kate</br>Sex: female</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 27849</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 390</br>Survived: 1</br>Pclass: 2</br>Name: Lehmann, Miss. Bertha</br>Sex: female</br>Age: 17.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SC 1748</br>Fare: 12.0</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 391</br>Survived: 1</br>Pclass: 1</br>Name: Carter, Mr. William Ernest</br>Sex: male</br>Age: 36.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 113760</br>Fare: 120.0</br>Cabin: B96 B98</br>Embarked: S",
+          "PassengerId: 392</br>Survived: 1</br>Pclass: 3</br>Name: Jansson, Mr. Carl Olof</br>Sex: male</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350034</br>Fare: 7.7958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 394</br>Survived: 1</br>Pclass: 1</br>Name: Newell, Miss. Marjorie</br>Sex: female</br>Age: 23.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 35273</br>Fare: 113.275</br>Cabin: D36</br>Embarked: C",
+          "PassengerId: 395</br>Survived: 1</br>Pclass: 3</br>Name: Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 2</br>Ticket: PP 9549</br>Fare: 16.7</br>Cabin: G6</br>Embarked: S",
+          "PassengerId: 400</br>Survived: 1</br>Pclass: 2</br>Name: Trout, Mrs. William H (Jessie L)</br>Sex: female</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 240929</br>Fare: 12.65</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 401</br>Survived: 1</br>Pclass: 3</br>Name: Niskanen, Mr. Juha</br>Sex: male</br>Age: 39.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101289</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 408</br>Survived: 1</br>Pclass: 2</br>Name: Richards, Master. William Rowe</br>Sex: male</br>Age: 3.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 29106</br>Fare: 18.75</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 413</br>Survived: 1</br>Pclass: 1</br>Name: Minahan, Miss. Daisy E</br>Sex: female</br>Age: 33.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 19928</br>Fare: 90.0</br>Cabin: C78</br>Embarked: Q",
+          "PassengerId: 415</br>Survived: 1</br>Pclass: 3</br>Name: Sundman, Mr. Johan Julian</br>Sex: male</br>Age: 44.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101269</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 417</br>Survived: 1</br>Pclass: 2</br>Name: Drew, Mrs. James Vivian (Lulu Thorne Christian)</br>Sex: female</br>Age: 34.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 28220</br>Fare: 32.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 418</br>Survived: 1</br>Pclass: 2</br>Name: Silven, Miss. Lyyli Karoliina</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 250652</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 427</br>Survived: 1</br>Pclass: 2</br>Name: Clarke, Mrs. Charles V (Ada Maria Winfield)</br>Sex: female</br>Age: 28.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2003</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 428</br>Survived: 1</br>Pclass: 2</br>Name: Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")</br>Sex: female</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250655</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 430</br>Survived: 1</br>Pclass: 3</br>Name: Pickard, Mr. Berk (Berk Trembisky)</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SOTON/O.Q. 392078</br>Fare: 8.05</br>Cabin: E10</br>Embarked: S",
+          "PassengerId: 431</br>Survived: 1</br>Pclass: 1</br>Name: Bjornstrom-Steffansson, Mr. Mauritz Hakan</br>Sex: male</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 110564</br>Fare: 26.55</br>Cabin: C52</br>Embarked: S",
+          "PassengerId: 433</br>Survived: 1</br>Pclass: 2</br>Name: Louch, Mrs. Charles Alexander (Alice Adelaide Slow)</br>Sex: female</br>Age: 42.0</br>SibSp: 1</br>Parch: 0</br>Ticket: SC/AH 3085</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 436</br>Survived: 1</br>Pclass: 1</br>Name: Carter, Miss. Lucile Polk</br>Sex: female</br>Age: 14.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 113760</br>Fare: 120.0</br>Cabin: B96 B98</br>Embarked: S",
+          "PassengerId: 438</br>Survived: 1</br>Pclass: 2</br>Name: Richards, Mrs. Sidney (Emily Hocking)</br>Sex: female</br>Age: 24.0</br>SibSp: 2</br>Parch: 3</br>Ticket: 29106</br>Fare: 18.75</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 441</br>Survived: 1</br>Pclass: 2</br>Name: Hart, Mrs. Benjamin (Esther Ada Bloomfield)</br>Sex: female</br>Age: 45.0</br>SibSp: 1</br>Parch: 1</br>Ticket: F.C.C. 13529</br>Fare: 26.25</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 444</br>Survived: 1</br>Pclass: 2</br>Name: Reynaldo, Ms. Encarnacion</br>Sex: female</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 230434</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 446</br>Survived: 1</br>Pclass: 1</br>Name: Dodge, Master. Washington</br>Sex: male</br>Age: 4.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 33638</br>Fare: 81.8583</br>Cabin: A34</br>Embarked: S",
+          "PassengerId: 447</br>Survived: 1</br>Pclass: 2</br>Name: Mellinger, Miss. Madeleine Violet</br>Sex: female</br>Age: 13.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 250644</br>Fare: 19.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 448</br>Survived: 1</br>Pclass: 1</br>Name: Seward, Mr. Frederic Kimber</br>Sex: male</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113794</br>Fare: 26.55</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 449</br>Survived: 1</br>Pclass: 3</br>Name: Baclini, Miss. Marie Catherine</br>Sex: female</br>Age: 5.0</br>SibSp: 2</br>Parch: 1</br>Ticket: 2666</br>Fare: 19.2583</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 450</br>Survived: 1</br>Pclass: 1</br>Name: Peuchen, Major. Arthur Godfrey</br>Sex: male</br>Age: 52.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113786</br>Fare: 30.5</br>Cabin: C104</br>Embarked: S",
+          "PassengerId: 454</br>Survived: 1</br>Pclass: 1</br>Name: Goldenberg, Mr. Samuel L</br>Sex: male</br>Age: 49.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 17453</br>Fare: 89.1042</br>Cabin: C92</br>Embarked: C",
+          "PassengerId: 456</br>Survived: 1</br>Pclass: 3</br>Name: Jalsevac, Mr. Ivan</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349240</br>Fare: 7.8958</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 459</br>Survived: 1</br>Pclass: 2</br>Name: Toomey, Miss. Ellen</br>Sex: female</br>Age: 50.0</br>SibSp: 0</br>Parch: 0</br>Ticket: F.C.C. 13531</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 461</br>Survived: 1</br>Pclass: 1</br>Name: Anderson, Mr. Harry</br>Sex: male</br>Age: 48.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 19952</br>Fare: 26.55</br>Cabin: E12</br>Embarked: S",
+          "PassengerId: 470</br>Survived: 1</br>Pclass: 3</br>Name: Baclini, Miss. Helene Barbara</br>Sex: female</br>Age: 0.75</br>SibSp: 2</br>Parch: 1</br>Ticket: 2666</br>Fare: 19.2583</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 473</br>Survived: 1</br>Pclass: 2</br>Name: West, Mrs. Edwy Arthur (Ada Mary Worth)</br>Sex: female</br>Age: 33.0</br>SibSp: 1</br>Parch: 2</br>Ticket: C.A. 34651</br>Fare: 27.75</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 474</br>Survived: 1</br>Pclass: 2</br>Name: Jerwan, Mrs. Amin S (Marie Marthe Thuillard)</br>Sex: female</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: SC/AH Basle 541</br>Fare: 13.7917</br>Cabin: D</br>Embarked: C",
+          "PassengerId: 480</br>Survived: 1</br>Pclass: 3</br>Name: Hirvonen, Miss. Hildur E</br>Sex: female</br>Age: 2.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 3101298</br>Fare: 12.2875</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 484</br>Survived: 1</br>Pclass: 3</br>Name: Turkula, Mrs. (Hedwig)</br>Sex: female</br>Age: 63.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 4134</br>Fare: 9.5875</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 485</br>Survived: 1</br>Pclass: 1</br>Name: Bishop, Mr. Dickinson H</br>Sex: male</br>Age: 25.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 11967</br>Fare: 91.0792</br>Cabin: B49</br>Embarked: C",
+          "PassengerId: 487</br>Survived: 1</br>Pclass: 1</br>Name: Hoyt, Mrs. Frederick Maxfield (Jane Anne Forby)</br>Sex: female</br>Age: 35.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 19943</br>Fare: 90.0</br>Cabin: C93</br>Embarked: S",
+          "PassengerId: 490</br>Survived: 1</br>Pclass: 3</br>Name: Coutts, Master. Eden Leslie \"Neville\"</br>Sex: male</br>Age: 9.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 37671</br>Fare: 15.9</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 497</br>Survived: 1</br>Pclass: 1</br>Name: Eustis, Miss. Elizabeth Mussey</br>Sex: female</br>Age: 54.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 36947</br>Fare: 78.2667</br>Cabin: D20</br>Embarked: C",
+          "PassengerId: 505</br>Survived: 1</br>Pclass: 1</br>Name: Maioni, Miss. Roberta</br>Sex: female</br>Age: 16.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 110152</br>Fare: 86.5</br>Cabin: B79</br>Embarked: S",
+          "PassengerId: 507</br>Survived: 1</br>Pclass: 2</br>Name: Quick, Mrs. Frederick Charles (Jane Richards)</br>Sex: female</br>Age: 33.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 26360</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 510</br>Survived: 1</br>Pclass: 3</br>Name: Lang, Mr. Fang</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 1601</br>Fare: 56.4958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 511</br>Survived: 1</br>Pclass: 3</br>Name: Daly, Mr. Eugene Patrick</br>Sex: male</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 382651</br>Fare: 7.75</br>Cabin: nan</br>Embarked: Q",
+          "PassengerId: 513</br>Survived: 1</br>Pclass: 1</br>Name: McGough, Mr. James Robert</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17473</br>Fare: 26.2875</br>Cabin: E25</br>Embarked: S",
+          "PassengerId: 514</br>Survived: 1</br>Pclass: 1</br>Name: Rothschild, Mrs. Martin (Elizabeth L. Barrett)</br>Sex: female</br>Age: 54.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17603</br>Fare: 59.4</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 517</br>Survived: 1</br>Pclass: 2</br>Name: Lemore, Mrs. (Amelia Milley)</br>Sex: female</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: C.A. 34260</br>Fare: 10.5</br>Cabin: F33</br>Embarked: S",
+          "PassengerId: 519</br>Survived: 1</br>Pclass: 2</br>Name: Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)</br>Sex: female</br>Age: 36.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 226875</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 521</br>Survived: 1</br>Pclass: 1</br>Name: Perreault, Miss. Anne</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 12749</br>Fare: 93.5</br>Cabin: B73</br>Embarked: S",
+          "PassengerId: 524</br>Survived: 1</br>Pclass: 1</br>Name: Hippach, Mrs. Louis Albert (Ida Sophia Fischer)</br>Sex: female</br>Age: 44.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 111361</br>Fare: 57.9792</br>Cabin: B18</br>Embarked: C",
+          "PassengerId: 527</br>Survived: 1</br>Pclass: 2</br>Name: Ridsdale, Miss. Lucy</br>Sex: female</br>Age: 50.0</br>SibSp: 0</br>Parch: 0</br>Ticket: W./C. 14258</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 531</br>Survived: 1</br>Pclass: 2</br>Name: Quick, Miss. Phyllis May</br>Sex: female</br>Age: 2.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 26360</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 536</br>Survived: 1</br>Pclass: 2</br>Name: Hart, Miss. Eva Miriam</br>Sex: female</br>Age: 7.0</br>SibSp: 0</br>Parch: 2</br>Ticket: F.C.C. 13529</br>Fare: 26.25</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 538</br>Survived: 1</br>Pclass: 1</br>Name: LeRoy, Miss. Bertha</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17761</br>Fare: 106.425</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 540</br>Survived: 1</br>Pclass: 1</br>Name: Frolicher, Miss. Hedwig Margaritha</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 13568</br>Fare: 49.5</br>Cabin: B39</br>Embarked: C",
+          "PassengerId: 541</br>Survived: 1</br>Pclass: 1</br>Name: Crosby, Miss. Harriet R</br>Sex: female</br>Age: 36.0</br>SibSp: 0</br>Parch: 2</br>Ticket: WE/P 5735</br>Fare: 71.0</br>Cabin: B22</br>Embarked: S",
+          "PassengerId: 544</br>Survived: 1</br>Pclass: 2</br>Name: Beane, Mr. Edward</br>Sex: male</br>Age: 32.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2908</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 547</br>Survived: 1</br>Pclass: 2</br>Name: Beane, Mrs. Edward (Ethel Clarke)</br>Sex: female</br>Age: 19.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2908</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 550</br>Survived: 1</br>Pclass: 2</br>Name: Davies, Master. John Morgan Jr</br>Sex: male</br>Age: 8.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 33112</br>Fare: 36.75</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 551</br>Survived: 1</br>Pclass: 1</br>Name: Thayer, Mr. John Borland Jr</br>Sex: male</br>Age: 17.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 17421</br>Fare: 110.8833</br>Cabin: C70</br>Embarked: C",
+          "PassengerId: 554</br>Survived: 1</br>Pclass: 3</br>Name: Leeni, Mr. Fahim (\"Philip Zenni\")</br>Sex: male</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2620</br>Fare: 7.225</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 555</br>Survived: 1</br>Pclass: 3</br>Name: Ohman, Miss. Velin</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347085</br>Fare: 7.775</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 557</br>Survived: 1</br>Pclass: 1</br>Name: Duff Gordon, Lady. (Lucille Christiana Sutherland) (\"Mrs Morgan\")</br>Sex: female</br>Age: 48.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 11755</br>Fare: 39.6</br>Cabin: A16</br>Embarked: C",
+          "PassengerId: 559</br>Survived: 1</br>Pclass: 1</br>Name: Taussig, Mrs. Emil (Tillie Mandelbaum)</br>Sex: female</br>Age: 39.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 110413</br>Fare: 79.65</br>Cabin: E67</br>Embarked: S",
+          "PassengerId: 560</br>Survived: 1</br>Pclass: 3</br>Name: de Messemaeker, Mrs. Guillaume Joseph (Emma)</br>Sex: female</br>Age: 36.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 345572</br>Fare: 17.4</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 570</br>Survived: 1</br>Pclass: 3</br>Name: Jonsson, Mr. Carl</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 350417</br>Fare: 7.8542</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 571</br>Survived: 1</br>Pclass: 2</br>Name: Harris, Mr. George</br>Sex: male</br>Age: 62.0</br>SibSp: 0</br>Parch: 0</br>Ticket: S.W./PP 752</br>Fare: 10.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 572</br>Survived: 1</br>Pclass: 1</br>Name: Appleton, Mrs. Edward Dale (Charlotte Lamson)</br>Sex: female</br>Age: 53.0</br>SibSp: 2</br>Parch: 0</br>Ticket: 11769</br>Fare: 51.4792</br>Cabin: C101</br>Embarked: S",
+          "PassengerId: 573</br>Survived: 1</br>Pclass: 1</br>Name: Flynn, Mr. John Irwin (\"Irving\")</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17474</br>Fare: 26.3875</br>Cabin: E25</br>Embarked: S",
+          "PassengerId: 577</br>Survived: 1</br>Pclass: 2</br>Name: Garside, Miss. Ethel</br>Sex: female</br>Age: 34.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 243880</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 578</br>Survived: 1</br>Pclass: 1</br>Name: Silvey, Mrs. William Baird (Alice Munger)</br>Sex: female</br>Age: 39.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 13507</br>Fare: 55.9</br>Cabin: E44</br>Embarked: S",
+          "PassengerId: 580</br>Survived: 1</br>Pclass: 3</br>Name: Jussila, Mr. Eiriik</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101286</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 581</br>Survived: 1</br>Pclass: 2</br>Name: Christy, Miss. Julie Rachel</br>Sex: female</br>Age: 25.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 237789</br>Fare: 30.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 582</br>Survived: 1</br>Pclass: 1</br>Name: Thayer, Mrs. John Borland (Marian Longstreth Morris)</br>Sex: female</br>Age: 39.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 17421</br>Fare: 110.8833</br>Cabin: C68</br>Embarked: C",
+          "PassengerId: 586</br>Survived: 1</br>Pclass: 1</br>Name: Taussig, Miss. Ruth</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 2</br>Ticket: 110413</br>Fare: 79.65</br>Cabin: E68</br>Embarked: S",
+          "PassengerId: 588</br>Survived: 1</br>Pclass: 1</br>Name: Frolicher-Stehli, Mr. Maxmillian</br>Sex: male</br>Age: 60.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 13567</br>Fare: 79.2</br>Cabin: B41</br>Embarked: C",
+          "PassengerId: 592</br>Survived: 1</br>Pclass: 1</br>Name: Stephenson, Mrs. Walter Bertram (Martha Eustis)</br>Sex: female</br>Age: 52.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 36947</br>Fare: 78.2667</br>Cabin: D20</br>Embarked: C",
+          "PassengerId: 600</br>Survived: 1</br>Pclass: 1</br>Name: Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")</br>Sex: male</br>Age: 49.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17485</br>Fare: 56.9292</br>Cabin: A20</br>Embarked: C",
+          "PassengerId: 601</br>Survived: 1</br>Pclass: 2</br>Name: Jacobsohn, Mrs. Sidney Samuel (Amy Frances Christy)</br>Sex: female</br>Age: 24.0</br>SibSp: 2</br>Parch: 1</br>Ticket: 243847</br>Fare: 27.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 605</br>Survived: 1</br>Pclass: 1</br>Name: Homer, Mr. Harry (\"Mr E Haven\")</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 111426</br>Fare: 26.55</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 608</br>Survived: 1</br>Pclass: 1</br>Name: Daniel, Mr. Robert Williams</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113804</br>Fare: 30.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 609</br>Survived: 1</br>Pclass: 2</br>Name: Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)</br>Sex: female</br>Age: 22.0</br>SibSp: 1</br>Parch: 2</br>Ticket: SC/Paris 2123</br>Fare: 41.5792</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 610</br>Survived: 1</br>Pclass: 1</br>Name: Shutes, Miss. Elizabeth W</br>Sex: female</br>Age: 40.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17582</br>Fare: 153.4625</br>Cabin: C125</br>Embarked: S",
+          "PassengerId: 616</br>Survived: 1</br>Pclass: 2</br>Name: Herman, Miss. Alice</br>Sex: female</br>Age: 24.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 220845</br>Fare: 65.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 619</br>Survived: 1</br>Pclass: 2</br>Name: Becker, Miss. Marion Louise</br>Sex: female</br>Age: 4.0</br>SibSp: 2</br>Parch: 1</br>Ticket: 230136</br>Fare: 39.0</br>Cabin: F4</br>Embarked: S",
+          "PassengerId: 622</br>Survived: 1</br>Pclass: 1</br>Name: Kimball, Mr. Edwin Nelson Jr</br>Sex: male</br>Age: 42.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 11753</br>Fare: 52.5542</br>Cabin: D19</br>Embarked: S",
+          "PassengerId: 623</br>Survived: 1</br>Pclass: 3</br>Name: Nakid, Mr. Sahid</br>Sex: male</br>Age: 20.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 2653</br>Fare: 15.7417</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 628</br>Survived: 1</br>Pclass: 1</br>Name: Longley, Miss. Gretchen Fiske</br>Sex: female</br>Age: 21.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 13502</br>Fare: 77.9583</br>Cabin: D9</br>Embarked: S",
+          "PassengerId: 631</br>Survived: 1</br>Pclass: 1</br>Name: Barkworth, Mr. Algernon Henry Wilson</br>Sex: male</br>Age: 80.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 27042</br>Fare: 30.0</br>Cabin: A23</br>Embarked: S",
+          "PassengerId: 633</br>Survived: 1</br>Pclass: 1</br>Name: Stahelin-Maeglin, Dr. Max</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 13214</br>Fare: 30.5</br>Cabin: B50</br>Embarked: C",
+          "PassengerId: 636</br>Survived: 1</br>Pclass: 2</br>Name: Davis, Miss. Mary</br>Sex: female</br>Age: 28.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 237668</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 642</br>Survived: 1</br>Pclass: 1</br>Name: Sagesser, Mlle. Emma</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17477</br>Fare: 69.3</br>Cabin: B35</br>Embarked: C",
+          "PassengerId: 645</br>Survived: 1</br>Pclass: 3</br>Name: Baclini, Miss. Eugenie</br>Sex: female</br>Age: 0.75</br>SibSp: 2</br>Parch: 1</br>Ticket: 2666</br>Fare: 19.2583</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 646</br>Survived: 1</br>Pclass: 1</br>Name: Harper, Mr. Henry Sleeper</br>Sex: male</br>Age: 48.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17572</br>Fare: 76.7292</br>Cabin: D33</br>Embarked: C",
+          "PassengerId: 648</br>Survived: 1</br>Pclass: 1</br>Name: Simonius-Blumer, Col. Oberst Alfons</br>Sex: male</br>Age: 56.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 13213</br>Fare: 35.5</br>Cabin: A26</br>Embarked: C",
+          "PassengerId: 650</br>Survived: 1</br>Pclass: 3</br>Name: Stanley, Miss. Amy Zillah Elsie</br>Sex: female</br>Age: 23.0</br>SibSp: 0</br>Parch: 0</br>Ticket: CA. 2314</br>Fare: 7.55</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 652</br>Survived: 1</br>Pclass: 2</br>Name: Doling, Miss. Elsie</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 231919</br>Fare: 23.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 661</br>Survived: 1</br>Pclass: 1</br>Name: Frauenthal, Dr. Henry William</br>Sex: male</br>Age: 50.0</br>SibSp: 2</br>Parch: 0</br>Ticket: PC 17611</br>Fare: 133.65</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 665</br>Survived: 1</br>Pclass: 3</br>Name: Lindqvist, Mr. Eino William</br>Sex: male</br>Age: 20.0</br>SibSp: 1</br>Parch: 0</br>Ticket: STON/O 2. 3101285</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 671</br>Survived: 1</br>Pclass: 2</br>Name: Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)</br>Sex: female</br>Age: 40.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 29750</br>Fare: 39.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 674</br>Survived: 1</br>Pclass: 2</br>Name: Wilhelms, Mr. Charles</br>Sex: male</br>Age: 31.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 244270</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 678</br>Survived: 1</br>Pclass: 3</br>Name: Turja, Miss. Anna Sofia</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 4138</br>Fare: 9.8417</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 680</br>Survived: 1</br>Pclass: 1</br>Name: Cardeza, Mr. Thomas Drake Martinez</br>Sex: male</br>Age: 36.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17755</br>Fare: 512.3292</br>Cabin: B51 B53 B55</br>Embarked: C",
+          "PassengerId: 682</br>Survived: 1</br>Pclass: 1</br>Name: Hassab, Mr. Hammad</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17572</br>Fare: 76.7292</br>Cabin: D49</br>Embarked: C",
+          "PassengerId: 690</br>Survived: 1</br>Pclass: 1</br>Name: Madill, Miss. Georgette Alexandra</br>Sex: female</br>Age: 15.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 24160</br>Fare: 211.3375</br>Cabin: B5</br>Embarked: S",
+          "PassengerId: 691</br>Survived: 1</br>Pclass: 1</br>Name: Dick, Mr. Albert Adrian</br>Sex: male</br>Age: 31.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 17474</br>Fare: 57.0</br>Cabin: B20</br>Embarked: S",
+          "PassengerId: 692</br>Survived: 1</br>Pclass: 3</br>Name: Karun, Miss. Manca</br>Sex: female</br>Age: 4.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 349256</br>Fare: 13.4167</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 701</br>Survived: 1</br>Pclass: 1</br>Name: Astor, Mrs. John Jacob (Madeleine Talmadge Force)</br>Sex: female</br>Age: 18.0</br>SibSp: 1</br>Parch: 0</br>Ticket: PC 17757</br>Fare: 227.525</br>Cabin: C62 C64</br>Embarked: C",
+          "PassengerId: 702</br>Survived: 1</br>Pclass: 1</br>Name: Silverthorne, Mr. Spencer Victor</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17475</br>Fare: 26.2875</br>Cabin: E24</br>Embarked: S",
+          "PassengerId: 707</br>Survived: 1</br>Pclass: 2</br>Name: Kelly, Mrs. Florence \"Fannie\"</br>Sex: female</br>Age: 45.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 223596</br>Fare: 13.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 708</br>Survived: 1</br>Pclass: 1</br>Name: Calderhead, Mr. Edward Pennington</br>Sex: male</br>Age: 42.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17476</br>Fare: 26.2875</br>Cabin: E24</br>Embarked: S",
+          "PassengerId: 709</br>Survived: 1</br>Pclass: 1</br>Name: Cleaver, Miss. Alice</br>Sex: female</br>Age: 22.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113781</br>Fare: 151.55</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 711</br>Survived: 1</br>Pclass: 1</br>Name: Mayne, Mlle. Berthe Antonine (\"Mrs de Villiers\")</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17482</br>Fare: 49.5042</br>Cabin: C90</br>Embarked: C",
+          "PassengerId: 713</br>Survived: 1</br>Pclass: 1</br>Name: Taylor, Mr. Elmer Zebley</br>Sex: male</br>Age: 48.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 19996</br>Fare: 52.0</br>Cabin: C126</br>Embarked: S",
+          "PassengerId: 717</br>Survived: 1</br>Pclass: 1</br>Name: Endres, Miss. Caroline Louise</br>Sex: female</br>Age: 38.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17757</br>Fare: 227.525</br>Cabin: C45</br>Embarked: C",
+          "PassengerId: 718</br>Survived: 1</br>Pclass: 2</br>Name: Troutt, Miss. Edwina Celia \"Winnie\"</br>Sex: female</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 34218</br>Fare: 10.5</br>Cabin: E101</br>Embarked: S",
+          "PassengerId: 721</br>Survived: 1</br>Pclass: 2</br>Name: Harper, Miss. Annie Jessie \"Nina\"</br>Sex: female</br>Age: 6.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 248727</br>Fare: 33.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 725</br>Survived: 1</br>Pclass: 1</br>Name: Chambers, Mr. Norman Campbell</br>Sex: male</br>Age: 27.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113806</br>Fare: 53.1</br>Cabin: E8</br>Embarked: S",
+          "PassengerId: 727</br>Survived: 1</br>Pclass: 2</br>Name: Renouf, Mrs. Peter Henry (Lillian Jefferys)</br>Sex: female</br>Age: 30.0</br>SibSp: 3</br>Parch: 0</br>Ticket: 31027</br>Fare: 21.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 731</br>Survived: 1</br>Pclass: 1</br>Name: Allen, Miss. Elisabeth Walton</br>Sex: female</br>Age: 29.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 24160</br>Fare: 211.3375</br>Cabin: B5</br>Embarked: S",
+          "PassengerId: 738</br>Survived: 1</br>Pclass: 1</br>Name: Lesurer, Mr. Gustave J</br>Sex: male</br>Age: 35.0</br>SibSp: 0</br>Parch: 0</br>Ticket: PC 17755</br>Fare: 512.3292</br>Cabin: B101</br>Embarked: C",
+          "PassengerId: 743</br>Survived: 1</br>Pclass: 1</br>Name: Ryerson, Miss. Susan Parker \"Suzette\"</br>Sex: female</br>Age: 21.0</br>SibSp: 2</br>Parch: 2</br>Ticket: PC 17608</br>Fare: 262.375</br>Cabin: B57 B59 B63 B66</br>Embarked: C",
+          "PassengerId: 745</br>Survived: 1</br>Pclass: 3</br>Name: Stranden, Mr. Juho</br>Sex: male</br>Age: 31.0</br>SibSp: 0</br>Parch: 0</br>Ticket: STON/O 2. 3101288</br>Fare: 7.925</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 748</br>Survived: 1</br>Pclass: 2</br>Name: Sinkkonen, Miss. Anna</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 250648</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 751</br>Survived: 1</br>Pclass: 2</br>Name: Wells, Miss. Joan</br>Sex: female</br>Age: 4.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 29103</br>Fare: 23.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 752</br>Survived: 1</br>Pclass: 3</br>Name: Moor, Master. Meier</br>Sex: male</br>Age: 6.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 392096</br>Fare: 12.475</br>Cabin: E121</br>Embarked: S",
+          "PassengerId: 755</br>Survived: 1</br>Pclass: 2</br>Name: Herman, Mrs. Samuel (Jane Laver)</br>Sex: female</br>Age: 48.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 220845</br>Fare: 65.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 756</br>Survived: 1</br>Pclass: 2</br>Name: Hamalainen, Master. Viljo</br>Sex: male</br>Age: 0.67</br>SibSp: 1</br>Parch: 1</br>Ticket: 250649</br>Fare: 14.5</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 760</br>Survived: 1</br>Pclass: 1</br>Name: Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)</br>Sex: female</br>Age: 33.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 110152</br>Fare: 86.5</br>Cabin: B77</br>Embarked: S",
+          "PassengerId: 763</br>Survived: 1</br>Pclass: 3</br>Name: Barah, Mr. Hanna Assi</br>Sex: male</br>Age: 20.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2663</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 764</br>Survived: 1</br>Pclass: 1</br>Name: Carter, Mrs. William Ernest (Lucile Polk)</br>Sex: female</br>Age: 36.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 113760</br>Fare: 120.0</br>Cabin: B96 B98</br>Embarked: S",
+          "PassengerId: 766</br>Survived: 1</br>Pclass: 1</br>Name: Hogeboom, Mrs. John C (Anna Andrews)</br>Sex: female</br>Age: 51.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 13502</br>Fare: 77.9583</br>Cabin: D11</br>Embarked: S",
+          "PassengerId: 775</br>Survived: 1</br>Pclass: 2</br>Name: Hocking, Mrs. Elizabeth (Eliza Needs)</br>Sex: female</br>Age: 54.0</br>SibSp: 1</br>Parch: 3</br>Ticket: 29105</br>Fare: 23.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 778</br>Survived: 1</br>Pclass: 3</br>Name: Emanuel, Miss. Virginia Ethel</br>Sex: female</br>Age: 5.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 364516</br>Fare: 12.475</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 780</br>Survived: 1</br>Pclass: 1</br>Name: Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)</br>Sex: female</br>Age: 43.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 24160</br>Fare: 211.3375</br>Cabin: B3</br>Embarked: S",
+          "PassengerId: 781</br>Survived: 1</br>Pclass: 3</br>Name: Ayoub, Miss. Banoura</br>Sex: female</br>Age: 13.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2687</br>Fare: 7.2292</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 782</br>Survived: 1</br>Pclass: 1</br>Name: Dick, Mrs. Albert Adrian (Vera Gillespie)</br>Sex: female</br>Age: 17.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 17474</br>Fare: 57.0</br>Cabin: B20</br>Embarked: S",
+          "PassengerId: 787</br>Survived: 1</br>Pclass: 3</br>Name: Sjoblom, Miss. Anna Sofia</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 3101265</br>Fare: 7.4958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 789</br>Survived: 1</br>Pclass: 3</br>Name: Dean, Master. Bertram Vere</br>Sex: male</br>Age: 1.0</br>SibSp: 1</br>Parch: 2</br>Ticket: C.A. 2315</br>Fare: 20.575</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 797</br>Survived: 1</br>Pclass: 1</br>Name: Leader, Dr. Alice (Farnham)</br>Sex: female</br>Age: 49.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 17465</br>Fare: 25.9292</br>Cabin: D17</br>Embarked: S",
+          "PassengerId: 798</br>Survived: 1</br>Pclass: 3</br>Name: Osman, Mrs. Mara</br>Sex: female</br>Age: 31.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 349244</br>Fare: 8.6833</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 802</br>Survived: 1</br>Pclass: 2</br>Name: Collyer, Mrs. Harvey (Charlotte Annie Tate)</br>Sex: female</br>Age: 31.0</br>SibSp: 1</br>Parch: 1</br>Ticket: C.A. 31921</br>Fare: 26.25</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 803</br>Survived: 1</br>Pclass: 1</br>Name: Carter, Master. William Thornton II</br>Sex: male</br>Age: 11.0</br>SibSp: 1</br>Parch: 2</br>Ticket: 113760</br>Fare: 120.0</br>Cabin: B96 B98</br>Embarked: S",
+          "PassengerId: 804</br>Survived: 1</br>Pclass: 3</br>Name: Thomas, Master. Assad Alexander</br>Sex: male</br>Age: 0.42</br>SibSp: 0</br>Parch: 1</br>Ticket: 2625</br>Fare: 8.5167</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 805</br>Survived: 1</br>Pclass: 3</br>Name: Hedman, Mr. Oskar Arvid</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 347089</br>Fare: 6.975</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 810</br>Survived: 1</br>Pclass: 1</br>Name: Chambers, Mrs. Norman Campbell (Bertha Griggs)</br>Sex: female</br>Age: 33.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 113806</br>Fare: 53.1</br>Cabin: E8</br>Embarked: S",
+          "PassengerId: 821</br>Survived: 1</br>Pclass: 1</br>Name: Hays, Mrs. Charles Melville (Clara Jennings Gregg)</br>Sex: female</br>Age: 52.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 12749</br>Fare: 93.5</br>Cabin: B69</br>Embarked: S",
+          "PassengerId: 822</br>Survived: 1</br>Pclass: 3</br>Name: Lulic, Mr. Nikola</br>Sex: male</br>Age: 27.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 315098</br>Fare: 8.6625</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 824</br>Survived: 1</br>Pclass: 3</br>Name: Moor, Mrs. (Beila)</br>Sex: female</br>Age: 27.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 392096</br>Fare: 12.475</br>Cabin: E121</br>Embarked: S",
+          "PassengerId: 828</br>Survived: 1</br>Pclass: 2</br>Name: Mallet, Master. Andre</br>Sex: male</br>Age: 1.0</br>SibSp: 0</br>Parch: 2</br>Ticket: S.C./PARIS 2079</br>Fare: 37.0042</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 830</br>Survived: 1</br>Pclass: 1</br>Name: Stone, Mrs. George Nelson (Martha Evelyn)</br>Sex: female</br>Age: 62.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113572</br>Fare: 80.0</br>Cabin: B28</br>Embarked: nan",
+          "PassengerId: 831</br>Survived: 1</br>Pclass: 3</br>Name: Yasbeck, Mrs. Antoni (Selini Alexander)</br>Sex: female</br>Age: 15.0</br>SibSp: 1</br>Parch: 0</br>Ticket: 2659</br>Fare: 14.4542</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 832</br>Survived: 1</br>Pclass: 2</br>Name: Richards, Master. George Sibley</br>Sex: male</br>Age: 0.83</br>SibSp: 1</br>Parch: 1</br>Ticket: 29106</br>Fare: 18.75</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 836</br>Survived: 1</br>Pclass: 1</br>Name: Compton, Miss. Sara Rebecca</br>Sex: female</br>Age: 39.0</br>SibSp: 1</br>Parch: 1</br>Ticket: PC 17756</br>Fare: 83.1583</br>Cabin: E49</br>Embarked: C",
+          "PassengerId: 839</br>Survived: 1</br>Pclass: 3</br>Name: Chip, Mr. Chang</br>Sex: male</br>Age: 32.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 1601</br>Fare: 56.4958</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 843</br>Survived: 1</br>Pclass: 1</br>Name: Serepeca, Miss. Augusta</br>Sex: female</br>Age: 30.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113798</br>Fare: 31.0</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 854</br>Survived: 1</br>Pclass: 1</br>Name: Lines, Miss. Mary Conover</br>Sex: female</br>Age: 16.0</br>SibSp: 0</br>Parch: 1</br>Ticket: PC 17592</br>Fare: 39.4</br>Cabin: D28</br>Embarked: S",
+          "PassengerId: 856</br>Survived: 1</br>Pclass: 3</br>Name: Aks, Mrs. Sam (Leah Rosen)</br>Sex: female</br>Age: 18.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 392091</br>Fare: 9.35</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 857</br>Survived: 1</br>Pclass: 1</br>Name: Wick, Mrs. George Dennick (Mary Hitchcock)</br>Sex: female</br>Age: 45.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 36928</br>Fare: 164.8667</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 858</br>Survived: 1</br>Pclass: 1</br>Name: Daly, Mr. Peter Denis </br>Sex: male</br>Age: 51.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 113055</br>Fare: 26.55</br>Cabin: E17</br>Embarked: S",
+          "PassengerId: 859</br>Survived: 1</br>Pclass: 3</br>Name: Baclini, Mrs. Solomon (Latifa Qurban)</br>Sex: female</br>Age: 24.0</br>SibSp: 0</br>Parch: 3</br>Ticket: 2666</br>Fare: 19.2583</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 863</br>Survived: 1</br>Pclass: 1</br>Name: Swift, Mrs. Frederick Joel (Margaret Welles Barron)</br>Sex: female</br>Age: 48.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 17466</br>Fare: 25.9292</br>Cabin: D17</br>Embarked: S",
+          "PassengerId: 866</br>Survived: 1</br>Pclass: 2</br>Name: Bystrom, Mrs. (Karolina)</br>Sex: female</br>Age: 42.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 236852</br>Fare: 13.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 867</br>Survived: 1</br>Pclass: 2</br>Name: Duran y More, Miss. Asuncion</br>Sex: female</br>Age: 27.0</br>SibSp: 1</br>Parch: 0</br>Ticket: SC/PARIS 2149</br>Fare: 13.8583</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 870</br>Survived: 1</br>Pclass: 3</br>Name: Johnson, Master. Harold Theodor</br>Sex: male</br>Age: 4.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 347742</br>Fare: 11.1333</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 872</br>Survived: 1</br>Pclass: 1</br>Name: Beckwith, Mrs. Richard Leonard (Sallie Monypeny)</br>Sex: female</br>Age: 47.0</br>SibSp: 1</br>Parch: 1</br>Ticket: 11751</br>Fare: 52.5542</br>Cabin: D35</br>Embarked: S",
+          "PassengerId: 875</br>Survived: 1</br>Pclass: 2</br>Name: Abelson, Mrs. Samuel (Hannah Wizosky)</br>Sex: female</br>Age: 28.0</br>SibSp: 1</br>Parch: 0</br>Ticket: P/PP 3381</br>Fare: 24.0</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 876</br>Survived: 1</br>Pclass: 3</br>Name: Najib, Miss. Adele Kiamie \"Jane\"</br>Sex: female</br>Age: 15.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 2667</br>Fare: 7.225</br>Cabin: nan</br>Embarked: C",
+          "PassengerId: 880</br>Survived: 1</br>Pclass: 1</br>Name: Potter, Mrs. Thomas Jr (Lily Alexenia Wilson)</br>Sex: female</br>Age: 56.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 11767</br>Fare: 83.1583</br>Cabin: C50</br>Embarked: C",
+          "PassengerId: 881</br>Survived: 1</br>Pclass: 2</br>Name: Shelley, Mrs. William (Imanita Parrish Hall)</br>Sex: female</br>Age: 25.0</br>SibSp: 0</br>Parch: 1</br>Ticket: 230433</br>Fare: 26.0</br>Cabin: nan</br>Embarked: S",
+          "PassengerId: 888</br>Survived: 1</br>Pclass: 1</br>Name: Graham, Miss. Margaret Edith</br>Sex: female</br>Age: 19.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 112053</br>Fare: 30.0</br>Cabin: B42</br>Embarked: S",
+          "PassengerId: 890</br>Survived: 1</br>Pclass: 1</br>Name: Behr, Mr. Karl Howell</br>Sex: male</br>Age: 26.0</br>SibSp: 0</br>Parch: 0</br>Ticket: 111369</br>Fare: 30.0</br>Cabin: C148</br>Embarked: C"
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Harald\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 4.0\\u003c\\u002fbr\\u003eSibSp: 3\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 347088\\u003c\\u002fbr\\u003eFare: 27.9\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 68\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Crease, Mr. Ernest James\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: S.P. 3464\\u003c\\u002fbr\\u003eFare: 8.1583\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 70\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Kink, Mr. Vincenz\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 26.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 315151\\u003c\\u002fbr\\u003eFare: 8.6625\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 71\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Jenkin, Mr. Stephen Curnow\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C.A. 33111\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 72\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Goodwin, Miss. Lillian Amy\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 16.0\\u003c\\u002fbr\\u003eSibSp: 5\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: CA 2144\\u003c\\u002fbr\\u003eFare: 46.9\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 73\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hood, Mr. Ambrose Jr\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: S.O.C. 14879\\u003c\\u002fbr\\u003eFare: 73.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 74\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Chronopoulos, Mr. Apostolos\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 26.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 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Hileni\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 14.5\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2665\\u003c\\u002fbr\\u003eFare: 14.4542\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 113\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Barton, Mr. David John\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 324669\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 114\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Jussila, Miss. Katriina\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 20.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 4136\\u003c\\u002fbr\\u003eFare: 9.825\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 115\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Attalah, Miss. Malake\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2627\\u003c\\u002fbr\\u003eFare: 14.4583\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 116\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Pekoniemi, Mr. Edvard\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO 2. 3101294\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 117\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Connors, Mr. Patrick\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 70.5\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 370369\\u003c\\u002fbr\\u003eFare: 7.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 118\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Turpin, Mr. William John Robert\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11668\\u003c\\u002fbr\\u003eFare: 21.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 119\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Baxter, Mr. Quigg Edmond\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: PC 17558\\u003c\\u002fbr\\u003eFare: 247.5208\\u003c\\u002fbr\\u003eCabin: B58 B60\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 120\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Andersson, Miss. Ellis Anna Maria\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 2.0\\u003c\\u002fbr\\u003eSibSp: 4\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 347082\\u003c\\u002fbr\\u003eFare: 31.275\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 121\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hickman, Mr. Stanley George\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: S.O.C. 14879\\u003c\\u002fbr\\u003eFare: 73.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 123\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Nasser, Mr. Nicholas\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.5\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 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3\\u003c\\u002fbr\\u003eName: Drazenoic, Mr. Jozef\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 33.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349241\\u003c\\u002fbr\\u003eFare: 7.8958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 132\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Coelho, Mr. Domingos Fernandeo\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 20.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SOTON\\u002fO.Q. 3101307\\u003c\\u002fbr\\u003eFare: 7.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 133\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Robins, Mrs. Alexander A (Grace Charity Laury)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 47.0\\u003c\\u002fbr\\u003eSibSp: 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nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 138\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Futrelle, Mr. Jacques Heath\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 37.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113803\\u003c\\u002fbr\\u003eFare: 53.1\\u003c\\u002fbr\\u003eCabin: C123\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 139\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Osen, Mr. Olaf Elon\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 16.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 7534\\u003c\\u002fbr\\u003eFare: 9.2167\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 140\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Giglio, Mr. Victor\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17593\\u003c\\u002fbr\\u003eFare: 79.2\\u003c\\u002fbr\\u003eCabin: B86\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 144\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Burke, Mr. Jeremiah\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 365222\\u003c\\u002fbr\\u003eFare: 6.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 145\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Andrew, Mr. Edgardo Samuel\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 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Robina Maggie \\\"Ruby\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 9.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: W.\\u002fC. 6608\\u003c\\u002fbr\\u003eFare: 34.375\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 149\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Navratil, Mr. Michel (\\\"Louis M Hoffman\\\")\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 36.5\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 230080\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: F2\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 150\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Byles, Rev. Thomas Roussel Davids\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 42.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 244310\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 151\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Bateman, Rev. Robert James\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 51.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: S.O.P. 1166\\u003c\\u002fbr\\u003eFare: 12.525\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 153\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Meo, Mr. Alfonzo\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 55.5\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: A.5. 11206\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 154\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: van Billiard, Mr. Austin Blyler\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 40.5\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: A\\u002f5. 851\\u003c\\u002fbr\\u003eFare: 14.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 156\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Williams, Mr. Charles Duane\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 51.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: PC 17597\\u003c\\u002fbr\\u003eFare: 61.3792\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 158\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Corn, Mr. Harry\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SOTON\\u002fOQ 392090\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 161\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Cribb, Mr. John Hatfield\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 44.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 371362\\u003c\\u002fbr\\u003eFare: 16.1\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 163\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Bengtsson, Mr. John Viktor\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 26.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 347068\\u003c\\u002fbr\\u003eFare: 7.775\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 164\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Calic, Mr. Jovo\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 315093\\u003c\\u002fbr\\u003eFare: 8.6625\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 165\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Panula, Master. Eino Viljami\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 1.0\\u003c\\u002fbr\\u003eSibSp: 4\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 3101295\\u003c\\u002fbr\\u003eFare: 39.6875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 168\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Skoog, Mrs. William (Anna Bernhardina Karlsson)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 45.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 4\\u003c\\u002fbr\\u003eTicket: 347088\\u003c\\u002fbr\\u003eFare: 27.9\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 170\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Ling, Mr. Lee\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 1601\\u003c\\u002fbr\\u003eFare: 56.4958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 171\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Van der hoef, Mr. Wyckoff\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 61.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 111240\\u003c\\u002fbr\\u003eFare: 33.5\\u003c\\u002fbr\\u003eCabin: B19\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 172\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Rice, Master. Arthur\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 4.0\\u003c\\u002fbr\\u003eSibSp: 4\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 382652\\u003c\\u002fbr\\u003eFare: 29.125\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 174\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Sivola, Mr. Antti Wilhelm\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO 2. 3101280\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 175\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Smith, Mr. James Clinch\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 56.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 17764\\u003c\\u002fbr\\u003eFare: 30.6958\\u003c\\u002fbr\\u003eCabin: A7\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 176\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Klasen, Mr. Klas Albin\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 350404\\u003c\\u002fbr\\u003eFare: 7.8542\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 178\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Isham, Miss. Ann Elizabeth\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 50.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17595\\u003c\\u002fbr\\u003eFare: 28.7125\\u003c\\u002fbr\\u003eCabin: C49\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 179\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hale, Mr. Reginald\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 250653\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 180\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Leonard, Mr. Lionel\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: LINE\\u003c\\u002fbr\\u003eFare: 0.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 183\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Asplund, Master. Clarence Gustaf Hugo\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 9.0\\u003c\\u002fbr\\u003eSibSp: 4\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 347077\\u003c\\u002fbr\\u003eFare: 31.3875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 189\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Bourke, Mr. John\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 40.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 364849\\u003c\\u002fbr\\u003eFare: 15.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 190\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Turcin, Mr. Stjepan\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349247\\u003c\\u002fbr\\u003eFare: 7.8958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 192\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Carbines, Mr. William\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 28424\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 198\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Olsen, Mr. Karl Siegwart Andreas\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 42.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 4579\\u003c\\u002fbr\\u003eFare: 8.4042\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 200\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Yrois, Miss. Henriette (\\\"Mrs Harbeck\\\")\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 248747\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 201\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Vande Walle, Mr. Nestor Cyriel\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 345770\\u003c\\u002fbr\\u003eFare: 9.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 203\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Johanson, Mr. Jakob Alfred\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 34.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 3101264\\u003c\\u002fbr\\u003eFare: 6.4958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 204\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Youseff, Mr. Gerious\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 45.5\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2628\\u003c\\u002fbr\\u003eFare: 7.225\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 206\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Strom, Miss. Telma Matilda\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 2.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 347054\\u003c\\u002fbr\\u003eFare: 10.4625\\u003c\\u002fbr\\u003eCabin: G6\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 207\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Backstrom, Mr. Karl Alfred\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 3101278\\u003c\\u002fbr\\u003eFare: 15.85\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 211\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Ali, Mr. Ahmed\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SOTON\\u002fO.Q. 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Aloisia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349236\\u003c\\u002fbr\\u003eFare: 8.85\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 295\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Mineff, Mr. Ivan\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349233\\u003c\\u002fbr\\u003eFare: 7.8958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 297\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Hanna, Mr. Mansour\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 23.5\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2693\\u003c\\u002fbr\\u003eFare: 7.2292\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 298\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Allison, Miss. 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Elina\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 350407\\u003c\\u002fbr\\u003eFare: 7.8542\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 398\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: McKane, Mr. Peter David\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 46.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 28403\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 399\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Pain, Dr. Alfred\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 23.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 244278\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 402\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Adams, Mr. John\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 26.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 341826\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 403\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Jussila, Miss. 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Doolina Margaret \\\"Daisy\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: W.\\u002fC. 6608\\u003c\\u002fbr\\u003eFare: 34.375\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 439\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Fortune, Mr. Mark\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 64.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 4\\u003c\\u002fbr\\u003eTicket: 19950\\u003c\\u002fbr\\u003eFare: 263.0\\u003c\\u002fbr\\u003eCabin: C23 C25 C27\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 440\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Kvillner, Mr. Johan Henrik Johannesson\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 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Mary\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 364846\\u003c\\u002fbr\\u003eFare: 7.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 504\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Laitinen, Miss. Kristina Sofia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 37.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 4135\\u003c\\u002fbr\\u003eFare: 9.5875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 506\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Penasco y Castellana, Mr. Victor de Satode\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17758\\u003c\\u002fbr\\u003eFare: 108.9\\u003c\\u002fbr\\u003eCabin: C65\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 509\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Olsen, Mr. Henry Margido\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C 4001\\u003c\\u002fbr\\u003eFare: 22.525\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 515\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Coleff, Mr. Satio\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349209\\u003c\\u002fbr\\u003eFare: 7.4958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 516\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Walker, Mr. William Anderson\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 47.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 36967\\u003c\\u002fbr\\u003eFare: 34.0208\\u003c\\u002fbr\\u003eCabin: D46\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 520\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Pavlovic, Mr. Stefo\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349242\\u003c\\u002fbr\\u003eFare: 7.8958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 522\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Vovk, Mr. Janko\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349252\\u003c\\u002fbr\\u003eFare: 7.8958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 526\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Farrell, Mr. James\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 40.5\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 367232\\u003c\\u002fbr\\u003eFare: 7.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 529\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Salonen, Mr. Johan Werner\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 39.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 3101296\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 530\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hocking, Mr. Richard George\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 23.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 29104\\u003c\\u002fbr\\u003eFare: 11.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 533\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Elias, Mr. Joseph Jr\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 2690\\u003c\\u002fbr\\u003eFare: 7.2292\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 535\\u003c\\u002fbr\\u003eSurvived: 0\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Cacic, Miss. 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Anna \\\"Annie\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 15.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 330923\\u003c\\u002fbr\\u003eFare: 8.0292\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 24\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Sloper, Mr. William Thompson\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113788\\u003c\\u002fbr\\u003eFare: 35.5\\u003c\\u002fbr\\u003eCabin: A6\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 26\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 38.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 5\\u003c\\u002fbr\\u003eTicket: 347077\\u003c\\u002fbr\\u003eFare: 31.3875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 40\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Nicola-Yarred, Miss. Jamila\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 14.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2651\\u003c\\u002fbr\\u003eFare: 11.2417\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 44\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Laroche, Miss. Simonne Marie Anne Andree\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 3.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: SC\\u002fParis 2123\\u003c\\u002fbr\\u003eFare: 41.5792\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 45\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Devaney, Miss. Margaret Delia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 330958\\u003c\\u002fbr\\u003eFare: 7.8792\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 53\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Harper, Mrs. Henry Sleeper (Myna Haxtun)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 49.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17572\\u003c\\u002fbr\\u003eFare: 76.7292\\u003c\\u002fbr\\u003eCabin: D33\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 54\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Faunthorpe, Mrs. Lizzie (Elizabeth Anne Wilkinson)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2926\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 57\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Rugg, Miss. Emily\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C.A. 31026\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 59\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: West, Miss. Constance Mirium\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 5.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: C.A. 34651\\u003c\\u002fbr\\u003eFare: 27.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 62\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Icard, Miss. Amelie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 38.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113572\\u003c\\u002fbr\\u003eFare: 80.0\\u003c\\u002fbr\\u003eCabin: B28\\u003c\\u002fbr\\u003eEmbarked: nan\",\"PassengerId: 67\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Nye, Mrs. (Elizabeth Ramell)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C.A. 29395\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: F33\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 69\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Andersson, Miss. Erna Alexandra\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 4\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 3101281\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 75\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Bing, Mr. Lee\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 1601\\u003c\\u002fbr\\u003eFare: 56.4958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 79\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Caldwell, Master. Alden Gates\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 0.83\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 248738\\u003c\\u002fbr\\u003eFare: 29.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 80\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Dowdell, Miss. Elizabeth\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 364516\\u003c\\u002fbr\\u003eFare: 12.475\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 82\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Sheerlinck, Mr. Jan Baptist\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 345779\\u003c\\u002fbr\\u003eFare: 9.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 85\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Ilett, Miss. Bertha\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SO\\u002fC 14885\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 86\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Backstrom, Mrs. Karl Alfred (Maria Mathilda Gustafsson)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 33.0\\u003c\\u002fbr\\u003eSibSp: 3\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 3101278\\u003c\\u002fbr\\u003eFare: 15.85\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 89\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Fortune, Miss. Mabel Helen\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 23.0\\u003c\\u002fbr\\u003eSibSp: 3\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 19950\\u003c\\u002fbr\\u003eFare: 263.0\\u003c\\u002fbr\\u003eCabin: C23 C25 C27\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 98\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Greenfield, Mr. William Bertram\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 23.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: PC 17759\\u003c\\u002fbr\\u003eFare: 63.3583\\u003c\\u002fbr\\u003eCabin: D10 D12\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 99\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Doling, Mrs. John T (Ada Julia Bone)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 34.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 231919\\u003c\\u002fbr\\u003eFare: 23.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 107\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Salkjelsvik, Miss. Anna Kristine\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 343120\\u003c\\u002fbr\\u003eFare: 7.65\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 124\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Webber, Miss. Susan\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 32.5\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 27267\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: E101\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 126\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Nicola-Yarred, Master. Elias\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 12.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2651\\u003c\\u002fbr\\u003eFare: 11.2417\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 128\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Madsen, Mr. Fridtjof Arne\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C 17369\\u003c\\u002fbr\\u003eFare: 7.1417\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 134\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Weisz, Mrs. Leopold (Mathilde Francoise Pede)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 228414\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 137\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Newsom, Miss. Helen Monypeny\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 11752\\u003c\\u002fbr\\u003eFare: 26.2833\\u003c\\u002fbr\\u003eCabin: D47\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 142\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Nysten, Miss. Anna Sofia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 347081\\u003c\\u002fbr\\u003eFare: 7.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 143\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Hakkarainen, Mrs. Pekka Pietari (Elin Matilda Dolck)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO2. 3101279\\u003c\\u002fbr\\u003eFare: 15.85\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 147\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Andersson, Mr. August Edvard (\\\"Wennerstrom\\\")\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 350043\\u003c\\u002fbr\\u003eFare: 7.7958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 152\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Pears, Mrs. Thomas (Edith Wearne)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113776\\u003c\\u002fbr\\u003eFare: 66.6\\u003c\\u002fbr\\u003eCabin: C2\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 157\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Gilnagh, Miss. Katherine \\\"Katie\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 16.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 35851\\u003c\\u002fbr\\u003eFare: 7.7333\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 162\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Watt, Mrs. James (Elizabeth \\\"Bessie\\\" Inglis Milne)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 40.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C.A. 33595\\u003c\\u002fbr\\u003eFare: 15.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 166\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Goldsmith, Master. Frank John William \\\"Frankie\\\"\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 9.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 363291\\u003c\\u002fbr\\u003eFare: 20.525\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 173\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Johnson, Miss. Eleanor Ileen\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 1.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 347742\\u003c\\u002fbr\\u003eFare: 11.1333\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 184\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Becker, Master. Richard F\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 1.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 230136\\u003c\\u002fbr\\u003eFare: 39.0\\u003c\\u002fbr\\u003eCabin: F4\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 185\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Kink-Heilmann, Miss. Luise Gretchen\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 4.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 315153\\u003c\\u002fbr\\u003eFare: 22.025\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 188\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Romaine, Mr. Charles Hallace (\\\"Mr C Rolmane\\\")\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 45.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 111428\\u003c\\u002fbr\\u003eFare: 26.55\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 191\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Pinsky, Mrs. (Rosa)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 234604\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 193\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Andersen-Jensen, Miss. Carla Christine Nielsine\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 350046\\u003c\\u002fbr\\u003eFare: 7.8542\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 194\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Navratil, Master. Michel M\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 3.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 230080\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: F2\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 195\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Brown, Mrs. James Joseph (Margaret Tobin)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 44.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17610\\u003c\\u002fbr\\u003eFare: 27.7208\\u003c\\u002fbr\\u003eCabin: B4\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 196\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Lurette, Miss. Elise\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 58.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17569\\u003c\\u002fbr\\u003eFare: 146.5208\\u003c\\u002fbr\\u003eCabin: B80\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 205\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Cohen, Mr. Gurshon \\\"Gus\\\"\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: A\\u002f5 3540\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 208\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Albimona, Mr. Nassef Cassem\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 26.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2699\\u003c\\u002fbr\\u003eFare: 18.7875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 209\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Carr, Miss. Helen \\\"Ellen\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 16.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 367231\\u003c\\u002fbr\\u003eFare: 7.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 210\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Blank, Mr. Henry\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 40.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 112277\\u003c\\u002fbr\\u003eFare: 31.0\\u003c\\u002fbr\\u003eCabin: A31\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 212\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Cameron, Miss. Clear Annie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: F.C.C. 13528\\u003c\\u002fbr\\u003eFare: 21.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 216\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Newell, Miss. Madeleine\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 35273\\u003c\\u002fbr\\u003eFare: 113.275\\u003c\\u002fbr\\u003eCabin: D36\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 217\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Honkanen, Miss. Eliina\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO2. 3101283\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 219\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Bazzani, Miss. Albina\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11813\\u003c\\u002fbr\\u003eFare: 76.2917\\u003c\\u002fbr\\u003eCabin: D15\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 221\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Sunderland, Mr. Victor Francis\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 16.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SOTON\\u002fOQ 392089\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 225\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hoyt, Mr. Frederick Maxfield\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 38.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 19943\\u003c\\u002fbr\\u003eFare: 90.0\\u003c\\u002fbr\\u003eCabin: C93\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 227\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Mellors, Mr. William John\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SW\\u002fPP 751\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 231\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Harris, Mrs. Henry Birkhardt (Irene Wallach)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 36973\\u003c\\u002fbr\\u003eFare: 83.475\\u003c\\u002fbr\\u003eCabin: C83\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 234\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Asplund, Miss. Lillian Gertrud\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 5.0\\u003c\\u002fbr\\u003eSibSp: 4\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 347077\\u003c\\u002fbr\\u003eFare: 31.3875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 238\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Collyer, Miss. Marjorie \\\"Lottie\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 8.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: C.A. 31921\\u003c\\u002fbr\\u003eFare: 26.25\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 248\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hamalainen, Mrs. William (Anna)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 250649\\u003c\\u002fbr\\u003eFare: 14.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 249\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Beckwith, Mr. Richard Leonard\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 37.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 11751\\u003c\\u002fbr\\u003eFare: 52.5542\\u003c\\u002fbr\\u003eCabin: D35\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 256\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Touma, Mrs. Darwis (Hanne Youssef Razi)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 2650\\u003c\\u002fbr\\u003eFare: 15.2458\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 258\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Cherry, Miss. Gladys\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 110152\\u003c\\u002fbr\\u003eFare: 86.5\\u003c\\u002fbr\\u003eCabin: B77\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 259\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Ward, Miss. Anna\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17755\\u003c\\u002fbr\\u003eFare: 512.3292\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 260\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Parrish, Mrs. (Lutie Davis)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 50.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 230433\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 262\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Asplund, Master. Edvin Rojj Felix\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 3.0\\u003c\\u002fbr\\u003eSibSp: 4\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 347077\\u003c\\u002fbr\\u003eFare: 31.3875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 268\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Persson, Mr. Ernst Ulrik\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 25.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 347083\\u003c\\u002fbr\\u003eFare: 7.775\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 269\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Graham, Mrs. William Thompson (Edith Junkins)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 58.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: PC 17582\\u003c\\u002fbr\\u003eFare: 153.4625\\u003c\\u002fbr\\u003eCabin: C125\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 270\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Bissette, Miss. Amelia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17760\\u003c\\u002fbr\\u003eFare: 135.6333\\u003c\\u002fbr\\u003eCabin: C99\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 272\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Tornquist, Mr. William Henry\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 25.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: LINE\\u003c\\u002fbr\\u003eFare: 0.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 273\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Mellinger, Mrs. (Elizabeth Anne Maidment)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 41.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 250644\\u003c\\u002fbr\\u003eFare: 19.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 276\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Andrews, Miss. Kornelia Theodosia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 63.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 13502\\u003c\\u002fbr\\u003eFare: 77.9583\\u003c\\u002fbr\\u003eCabin: D7\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 280\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Abbott, Mrs. Stanton (Rosa Hunt)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: C.A. 2673\\u003c\\u002fbr\\u003eFare: 20.25\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 284\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Dorking, Mr. Edward Arthur\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: A\\u002f5. 10482\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 287\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: de Mulder, Mr. Theodore\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 345774\\u003c\\u002fbr\\u003eFare: 9.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 289\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hosono, Mr. Masabumi\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 42.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 237798\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 290\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Connolly, Miss. Kate\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 370373\\u003c\\u002fbr\\u003eFare: 7.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 291\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Barber, Miss. Ellen \\\"Nellie\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 26.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 19877\\u003c\\u002fbr\\u003eFare: 78.85\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 292\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Bishop, Mrs. Dickinson H (Helen Walton)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11967\\u003c\\u002fbr\\u003eFare: 91.0792\\u003c\\u002fbr\\u003eCabin: B49\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 300\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Baxter, Mrs. James (Helene DeLaudeniere Chaput)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 50.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: PC 17558\\u003c\\u002fbr\\u003eFare: 247.5208\\u003c\\u002fbr\\u003eCabin: B58 B60\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 306\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Allison, Master. Hudson Trevor\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 0.92\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 113781\\u003c\\u002fbr\\u003eFare: 151.55\\u003c\\u002fbr\\u003eCabin: C22 C26\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 308\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Penasco y Castellana, Mrs. Victor de Satode (Maria Josefa Perez de Soto y Vallejo)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17758\\u003c\\u002fbr\\u003eFare: 108.9\\u003c\\u002fbr\\u003eCabin: C65\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 310\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Francatelli, Miss. Laura Mabel\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17485\\u003c\\u002fbr\\u003eFare: 56.9292\\u003c\\u002fbr\\u003eCabin: E36\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 311\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hays, Miss. Margaret Bechstein\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11767\\u003c\\u002fbr\\u003eFare: 83.1583\\u003c\\u002fbr\\u003eCabin: C54\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 312\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Ryerson, Miss. Emily Borie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: PC 17608\\u003c\\u002fbr\\u003eFare: 262.375\\u003c\\u002fbr\\u003eCabin: B57 B59 B63 B66\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 316\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Nilsson, Miss. Helmina Josefina\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 26.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 347470\\u003c\\u002fbr\\u003eFare: 7.8542\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 317\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Kantor, Mrs. Sinai (Miriam Sternin)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 244367\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 319\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Wick, Miss. Mary Natalie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 36928\\u003c\\u002fbr\\u003eFare: 164.8667\\u003c\\u002fbr\\u003eCabin: C7\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 320\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Spedden, Mrs. Frederic Oakley (Margaretta Corning Stone)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 40.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 16966\\u003c\\u002fbr\\u003eFare: 134.5\\u003c\\u002fbr\\u003eCabin: E34\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 323\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Slayter, Miss. Hilda Mary\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 234818\\u003c\\u002fbr\\u003eFare: 12.35\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 324\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Caldwell, Mrs. Albert Francis (Sylvia Mae Harbaugh)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 248738\\u003c\\u002fbr\\u003eFare: 29.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 326\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Young, Miss. Marie Grice\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17760\\u003c\\u002fbr\\u003eFare: 135.6333\\u003c\\u002fbr\\u003eCabin: C32\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 328\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Ball, Mrs. (Ada E Hall)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 28551\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: D\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 329\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Goldsmith, Mrs. Frank John (Emily Alice Brown)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 363291\\u003c\\u002fbr\\u003eFare: 20.525\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 330\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hippach, Miss. Jean Gertrude\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 16.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 111361\\u003c\\u002fbr\\u003eFare: 57.9792\\u003c\\u002fbr\\u003eCabin: B18\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 338\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Burns, Miss. Elizabeth Margaret\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 41.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 16966\\u003c\\u002fbr\\u003eFare: 134.5\\u003c\\u002fbr\\u003eCabin: E40\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 339\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Dahl, Mr. Karl Edwart\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 45.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 7598\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 341\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Navratil, Master. Edmond Roger\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 2.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 230080\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: F2\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 342\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Fortune, Miss. Alice Elizabeth\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 3\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 19950\\u003c\\u002fbr\\u003eFare: 263.0\\u003c\\u002fbr\\u003eCabin: C23 C25 C27\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 346\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Brown, Miss. Amelia \\\"Mildred\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 248733\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: F33\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 347\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Smith, Miss. Marion Elsie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 40.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 31418\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 349\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Coutts, Master. William Loch \\\"William\\\"\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 3.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: C.A. 37671\\u003c\\u002fbr\\u003eFare: 15.9\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 357\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Bowerman, Miss. Elsie Edith\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 113505\\u003c\\u002fbr\\u003eFare: 55.0\\u003c\\u002fbr\\u003eCabin: E33\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 367\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Warren, Mrs. Frank Manley (Anna Sophia Atkinson)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 60.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 110813\\u003c\\u002fbr\\u003eFare: 75.25\\u003c\\u002fbr\\u003eCabin: D37\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 370\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Aubart, Mme. Leontine Pauline\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17477\\u003c\\u002fbr\\u003eFare: 69.3\\u003c\\u002fbr\\u003eCabin: B35\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 371\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Harder, Mr. George Achilles\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 25.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11765\\u003c\\u002fbr\\u003eFare: 55.4417\\u003c\\u002fbr\\u003eCabin: E50\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 377\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Landergren, Miss. Aurora Adelia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C 7077\\u003c\\u002fbr\\u003eFare: 7.25\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 381\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Bidois, Miss. Rosalie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 42.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17757\\u003c\\u002fbr\\u003eFare: 227.525\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 382\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Nakid, Miss. Maria (\\\"Mary\\\")\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 1.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 2653\\u003c\\u002fbr\\u003eFare: 15.7417\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 384\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Holverson, Mrs. Alexander Oskar (Mary Aline Towner)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113789\\u003c\\u002fbr\\u003eFare: 52.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 388\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Buss, Miss. Kate\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 27849\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 390\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Lehmann, Miss. Bertha\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SC 1748\\u003c\\u002fbr\\u003eFare: 12.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 391\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Carter, Mr. William Ernest\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 113760\\u003c\\u002fbr\\u003eFare: 120.0\\u003c\\u002fbr\\u003eCabin: B96 B98\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 392\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Jansson, Mr. Carl Olof\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 350034\\u003c\\u002fbr\\u003eFare: 7.7958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 394\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Newell, Miss. Marjorie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 23.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 35273\\u003c\\u002fbr\\u003eFare: 113.275\\u003c\\u002fbr\\u003eCabin: D36\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 395\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: PP 9549\\u003c\\u002fbr\\u003eFare: 16.7\\u003c\\u002fbr\\u003eCabin: G6\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 400\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Trout, Mrs. William H (Jessie L)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 240929\\u003c\\u002fbr\\u003eFare: 12.65\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 401\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Niskanen, Mr. Juha\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 39.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO 2. 3101289\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 408\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Richards, Master. William Rowe\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 3.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 29106\\u003c\\u002fbr\\u003eFare: 18.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 413\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Minahan, Miss. Daisy E\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 33.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 19928\\u003c\\u002fbr\\u003eFare: 90.0\\u003c\\u002fbr\\u003eCabin: C78\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 415\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Sundman, Mr. Johan Julian\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 44.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO 2. 3101269\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 417\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Drew, Mrs. James Vivian (Lulu Thorne Christian)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 34.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 28220\\u003c\\u002fbr\\u003eFare: 32.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 418\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Silven, Miss. Lyyli Karoliina\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 250652\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 427\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Clarke, Mrs. Charles V (Ada Maria Winfield)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2003\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 428\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Phillips, Miss. Kate Florence (\\\"Mrs Kate Louise Phillips Marshall\\\")\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 250655\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 430\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Pickard, Mr. Berk (Berk Trembisky)\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SOTON\\u002fO.Q. 392078\\u003c\\u002fbr\\u003eFare: 8.05\\u003c\\u002fbr\\u003eCabin: E10\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 431\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Bjornstrom-Steffansson, Mr. Mauritz Hakan\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 110564\\u003c\\u002fbr\\u003eFare: 26.55\\u003c\\u002fbr\\u003eCabin: C52\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 433\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Louch, Mrs. Charles Alexander (Alice Adelaide Slow)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 42.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SC\\u002fAH 3085\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 436\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Carter, Miss. Lucile Polk\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 14.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 113760\\u003c\\u002fbr\\u003eFare: 120.0\\u003c\\u002fbr\\u003eCabin: B96 B98\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 438\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Richards, Mrs. Sidney (Emily Hocking)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 3\\u003c\\u002fbr\\u003eTicket: 29106\\u003c\\u002fbr\\u003eFare: 18.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 441\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hart, Mrs. Benjamin (Esther Ada Bloomfield)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 45.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: F.C.C. 13529\\u003c\\u002fbr\\u003eFare: 26.25\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 444\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Reynaldo, Ms. Encarnacion\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 230434\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 446\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Dodge, Master. Washington\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 4.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 33638\\u003c\\u002fbr\\u003eFare: 81.8583\\u003c\\u002fbr\\u003eCabin: A34\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 447\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Mellinger, Miss. Madeleine Violet\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 13.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 250644\\u003c\\u002fbr\\u003eFare: 19.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 448\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Seward, Mr. Frederic Kimber\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 34.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113794\\u003c\\u002fbr\\u003eFare: 26.55\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 449\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Baclini, Miss. Marie Catherine\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 5.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 2666\\u003c\\u002fbr\\u003eFare: 19.2583\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 450\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Peuchen, Major. Arthur Godfrey\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 52.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113786\\u003c\\u002fbr\\u003eFare: 30.5\\u003c\\u002fbr\\u003eCabin: C104\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 454\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Goldenberg, Mr. Samuel L\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 49.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 17453\\u003c\\u002fbr\\u003eFare: 89.1042\\u003c\\u002fbr\\u003eCabin: C92\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 456\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Jalsevac, Mr. Ivan\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349240\\u003c\\u002fbr\\u003eFare: 7.8958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 459\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Toomey, Miss. Ellen\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 50.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: F.C.C. 13531\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 461\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Anderson, Mr. Harry\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 48.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 19952\\u003c\\u002fbr\\u003eFare: 26.55\\u003c\\u002fbr\\u003eCabin: E12\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 470\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Baclini, Miss. Helene Barbara\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 0.75\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 2666\\u003c\\u002fbr\\u003eFare: 19.2583\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 473\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: West, Mrs. Edwy Arthur (Ada Mary Worth)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 33.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: C.A. 34651\\u003c\\u002fbr\\u003eFare: 27.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 474\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Jerwan, Mrs. Amin S (Marie Marthe Thuillard)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 23.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: SC\\u002fAH Basle 541\\u003c\\u002fbr\\u003eFare: 13.7917\\u003c\\u002fbr\\u003eCabin: D\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 480\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Hirvonen, Miss. Hildur E\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 2.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 3101298\\u003c\\u002fbr\\u003eFare: 12.2875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 484\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Turkula, Mrs. (Hedwig)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 63.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 4134\\u003c\\u002fbr\\u003eFare: 9.5875\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 485\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Bishop, Mr. Dickinson H\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 25.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11967\\u003c\\u002fbr\\u003eFare: 91.0792\\u003c\\u002fbr\\u003eCabin: B49\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 487\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hoyt, Mrs. Frederick Maxfield (Jane Anne Forby)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 19943\\u003c\\u002fbr\\u003eFare: 90.0\\u003c\\u002fbr\\u003eCabin: C93\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 490\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Coutts, Master. Eden Leslie \\\"Neville\\\"\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 9.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: C.A. 37671\\u003c\\u002fbr\\u003eFare: 15.9\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 497\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Eustis, Miss. Elizabeth Mussey\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 54.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 36947\\u003c\\u002fbr\\u003eFare: 78.2667\\u003c\\u002fbr\\u003eCabin: D20\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 505\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Maioni, Miss. Roberta\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 16.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 110152\\u003c\\u002fbr\\u003eFare: 86.5\\u003c\\u002fbr\\u003eCabin: B79\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 507\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Quick, Mrs. Frederick Charles (Jane Richards)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 33.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 26360\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 510\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Lang, Mr. Fang\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 26.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 1601\\u003c\\u002fbr\\u003eFare: 56.4958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 511\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Daly, Mr. Eugene Patrick\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 382651\\u003c\\u002fbr\\u003eFare: 7.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: Q\",\"PassengerId: 513\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: McGough, Mr. James Robert\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17473\\u003c\\u002fbr\\u003eFare: 26.2875\\u003c\\u002fbr\\u003eCabin: E25\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 514\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Rothschild, Mrs. Martin (Elizabeth L. Barrett)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 54.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17603\\u003c\\u002fbr\\u003eFare: 59.4\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 517\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Lemore, Mrs. (Amelia Milley)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 34.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: C.A. 34260\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: F33\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 519\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Angle, Mrs. William A (Florence \\\"Mary\\\" Agnes Hughes)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 226875\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 521\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Perreault, Miss. Anne\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 12749\\u003c\\u002fbr\\u003eFare: 93.5\\u003c\\u002fbr\\u003eCabin: B73\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 524\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hippach, Mrs. Louis Albert (Ida Sophia Fischer)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 44.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 111361\\u003c\\u002fbr\\u003eFare: 57.9792\\u003c\\u002fbr\\u003eCabin: B18\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 527\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Ridsdale, Miss. Lucy\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 50.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: W.\\u002fC. 14258\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 531\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Quick, Miss. Phyllis May\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 2.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 26360\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 536\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hart, Miss. Eva Miriam\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 7.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: F.C.C. 13529\\u003c\\u002fbr\\u003eFare: 26.25\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 538\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: LeRoy, Miss. Bertha\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17761\\u003c\\u002fbr\\u003eFare: 106.425\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 540\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Frolicher, Miss. Hedwig Margaritha\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 13568\\u003c\\u002fbr\\u003eFare: 49.5\\u003c\\u002fbr\\u003eCabin: B39\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 541\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Crosby, Miss. Harriet R\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: WE\\u002fP 5735\\u003c\\u002fbr\\u003eFare: 71.0\\u003c\\u002fbr\\u003eCabin: B22\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 544\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Beane, Mr. Edward\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2908\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 547\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Beane, Mrs. Edward (Ethel Clarke)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 19.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2908\\u003c\\u002fbr\\u003eFare: 26.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 550\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Davies, Master. John Morgan Jr\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 8.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: C.A. 33112\\u003c\\u002fbr\\u003eFare: 36.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 551\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Thayer, Mr. John Borland Jr\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 17421\\u003c\\u002fbr\\u003eFare: 110.8833\\u003c\\u002fbr\\u003eCabin: C70\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 554\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Leeni, Mr. Fahim (\\\"Philip Zenni\\\")\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2620\\u003c\\u002fbr\\u003eFare: 7.225\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 555\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Ohman, Miss. Velin\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 347085\\u003c\\u002fbr\\u003eFare: 7.775\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 557\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Duff Gordon, Lady. (Lucille Christiana Sutherland) (\\\"Mrs Morgan\\\")\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 48.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11755\\u003c\\u002fbr\\u003eFare: 39.6\\u003c\\u002fbr\\u003eCabin: A16\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 559\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Taussig, Mrs. Emil (Tillie Mandelbaum)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 39.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 110413\\u003c\\u002fbr\\u003eFare: 79.65\\u003c\\u002fbr\\u003eCabin: E67\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 560\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: de Messemaeker, Mrs. Guillaume Joseph (Emma)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 345572\\u003c\\u002fbr\\u003eFare: 17.4\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 570\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Jonsson, Mr. Carl\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 350417\\u003c\\u002fbr\\u003eFare: 7.8542\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 571\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Harris, Mr. George\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 62.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: S.W.\\u002fPP 752\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 572\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Appleton, Mrs. Edward Dale (Charlotte Lamson)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 53.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11769\\u003c\\u002fbr\\u003eFare: 51.4792\\u003c\\u002fbr\\u003eCabin: C101\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 573\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Flynn, Mr. John Irwin (\\\"Irving\\\")\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17474\\u003c\\u002fbr\\u003eFare: 26.3875\\u003c\\u002fbr\\u003eCabin: E25\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 577\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Garside, Miss. Ethel\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 34.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 243880\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 578\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Silvey, Mrs. William Baird (Alice Munger)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 39.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 13507\\u003c\\u002fbr\\u003eFare: 55.9\\u003c\\u002fbr\\u003eCabin: E44\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 580\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Jussila, Mr. Eiriik\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO 2. 3101286\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 581\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Christy, Miss. Julie Rachel\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 25.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 237789\\u003c\\u002fbr\\u003eFare: 30.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 582\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Thayer, Mrs. John Borland (Marian Longstreth Morris)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 39.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 17421\\u003c\\u002fbr\\u003eFare: 110.8833\\u003c\\u002fbr\\u003eCabin: C68\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 586\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Taussig, Miss. Ruth\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 110413\\u003c\\u002fbr\\u003eFare: 79.65\\u003c\\u002fbr\\u003eCabin: E68\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 588\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Frolicher-Stehli, Mr. Maxmillian\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 60.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 13567\\u003c\\u002fbr\\u003eFare: 79.2\\u003c\\u002fbr\\u003eCabin: B41\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 592\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Stephenson, Mrs. Walter Bertram (Martha Eustis)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 52.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 36947\\u003c\\u002fbr\\u003eFare: 78.2667\\u003c\\u002fbr\\u003eCabin: D20\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 600\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Duff Gordon, Sir. Cosmo Edmund (\\\"Mr Morgan\\\")\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 49.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17485\\u003c\\u002fbr\\u003eFare: 56.9292\\u003c\\u002fbr\\u003eCabin: A20\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 601\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Jacobsohn, Mrs. Sidney Samuel (Amy Frances Christy)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 243847\\u003c\\u002fbr\\u003eFare: 27.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 605\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Homer, Mr. Harry (\\\"Mr E Haven\\\")\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 111426\\u003c\\u002fbr\\u003eFare: 26.55\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 608\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Daniel, Mr. Robert Williams\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113804\\u003c\\u002fbr\\u003eFare: 30.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 609\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: SC\\u002fParis 2123\\u003c\\u002fbr\\u003eFare: 41.5792\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 610\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Shutes, Miss. Elizabeth W\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 40.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17582\\u003c\\u002fbr\\u003eFare: 153.4625\\u003c\\u002fbr\\u003eCabin: C125\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 616\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Herman, Miss. Alice\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 220845\\u003c\\u002fbr\\u003eFare: 65.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 619\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Becker, Miss. Marion Louise\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 4.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 230136\\u003c\\u002fbr\\u003eFare: 39.0\\u003c\\u002fbr\\u003eCabin: F4\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 622\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Kimball, Mr. Edwin Nelson Jr\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 42.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 11753\\u003c\\u002fbr\\u003eFare: 52.5542\\u003c\\u002fbr\\u003eCabin: D19\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 623\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Nakid, Mr. Sahid\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 20.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 2653\\u003c\\u002fbr\\u003eFare: 15.7417\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 628\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Longley, Miss. Gretchen Fiske\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 13502\\u003c\\u002fbr\\u003eFare: 77.9583\\u003c\\u002fbr\\u003eCabin: D9\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 631\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Barkworth, Mr. Algernon Henry Wilson\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 80.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 27042\\u003c\\u002fbr\\u003eFare: 30.0\\u003c\\u002fbr\\u003eCabin: A23\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 633\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Stahelin-Maeglin, Dr. Max\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 32.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 13214\\u003c\\u002fbr\\u003eFare: 30.5\\u003c\\u002fbr\\u003eCabin: B50\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 636\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Davis, Miss. Mary\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 28.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 237668\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 642\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Sagesser, Mlle. Emma\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17477\\u003c\\u002fbr\\u003eFare: 69.3\\u003c\\u002fbr\\u003eCabin: B35\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 645\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Baclini, Miss. Eugenie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 0.75\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 2666\\u003c\\u002fbr\\u003eFare: 19.2583\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 646\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Harper, Mr. Henry Sleeper\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 48.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17572\\u003c\\u002fbr\\u003eFare: 76.7292\\u003c\\u002fbr\\u003eCabin: D33\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 648\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Simonius-Blumer, Col. Oberst Alfons\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 56.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 13213\\u003c\\u002fbr\\u003eFare: 35.5\\u003c\\u002fbr\\u003eCabin: A26\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 650\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Stanley, Miss. Amy Zillah Elsie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 23.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: CA. 2314\\u003c\\u002fbr\\u003eFare: 7.55\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 652\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Doling, Miss. Elsie\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 231919\\u003c\\u002fbr\\u003eFare: 23.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 661\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Frauenthal, Dr. Henry William\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 50.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17611\\u003c\\u002fbr\\u003eFare: 133.65\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 665\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Lindqvist, Mr. Eino William\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 20.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO 2. 3101285\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 671\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 40.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 29750\\u003c\\u002fbr\\u003eFare: 39.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 674\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Wilhelms, Mr. Charles\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 244270\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 678\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Turja, Miss. Anna Sofia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 4138\\u003c\\u002fbr\\u003eFare: 9.8417\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 680\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Cardeza, Mr. Thomas Drake Martinez\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: PC 17755\\u003c\\u002fbr\\u003eFare: 512.3292\\u003c\\u002fbr\\u003eCabin: B51 B53 B55\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 682\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hassab, Mr. Hammad\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17572\\u003c\\u002fbr\\u003eFare: 76.7292\\u003c\\u002fbr\\u003eCabin: D49\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 690\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Madill, Miss. Georgette Alexandra\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 15.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 24160\\u003c\\u002fbr\\u003eFare: 211.3375\\u003c\\u002fbr\\u003eCabin: B5\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 691\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Dick, Mr. Albert Adrian\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 17474\\u003c\\u002fbr\\u003eFare: 57.0\\u003c\\u002fbr\\u003eCabin: B20\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 692\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Karun, Miss. Manca\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 4.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 349256\\u003c\\u002fbr\\u003eFare: 13.4167\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 701\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Astor, Mrs. John Jacob (Madeleine Talmadge Force)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17757\\u003c\\u002fbr\\u003eFare: 227.525\\u003c\\u002fbr\\u003eCabin: C62 C64\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 702\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Silverthorne, Mr. Spencer Victor\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17475\\u003c\\u002fbr\\u003eFare: 26.2875\\u003c\\u002fbr\\u003eCabin: E24\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 707\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Kelly, Mrs. Florence \\\"Fannie\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 45.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 223596\\u003c\\u002fbr\\u003eFare: 13.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 708\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Calderhead, Mr. Edward Pennington\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 42.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17476\\u003c\\u002fbr\\u003eFare: 26.2875\\u003c\\u002fbr\\u003eCabin: E24\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 709\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Cleaver, Miss. Alice\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 22.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113781\\u003c\\u002fbr\\u003eFare: 151.55\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 711\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Mayne, Mlle. Berthe Antonine (\\\"Mrs de Villiers\\\")\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 24.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17482\\u003c\\u002fbr\\u003eFare: 49.5042\\u003c\\u002fbr\\u003eCabin: C90\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 713\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Taylor, Mr. Elmer Zebley\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 48.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 19996\\u003c\\u002fbr\\u003eFare: 52.0\\u003c\\u002fbr\\u003eCabin: C126\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 717\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Endres, Miss. Caroline Louise\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 38.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17757\\u003c\\u002fbr\\u003eFare: 227.525\\u003c\\u002fbr\\u003eCabin: C45\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 718\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Troutt, Miss. Edwina Celia \\\"Winnie\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 34218\\u003c\\u002fbr\\u003eFare: 10.5\\u003c\\u002fbr\\u003eCabin: E101\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 721\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Harper, Miss. Annie Jessie \\\"Nina\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 6.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 248727\\u003c\\u002fbr\\u003eFare: 33.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 725\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Chambers, Mr. Norman Campbell\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113806\\u003c\\u002fbr\\u003eFare: 53.1\\u003c\\u002fbr\\u003eCabin: E8\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 727\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Renouf, Mrs. Peter Henry (Lillian Jefferys)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 3\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 31027\\u003c\\u002fbr\\u003eFare: 21.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 731\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Allen, Miss. Elisabeth Walton\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 29.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 24160\\u003c\\u002fbr\\u003eFare: 211.3375\\u003c\\u002fbr\\u003eCabin: B5\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 738\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Lesurer, Mr. Gustave J\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 35.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: PC 17755\\u003c\\u002fbr\\u003eFare: 512.3292\\u003c\\u002fbr\\u003eCabin: B101\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 743\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Ryerson, Miss. Susan Parker \\\"Suzette\\\"\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 21.0\\u003c\\u002fbr\\u003eSibSp: 2\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: PC 17608\\u003c\\u002fbr\\u003eFare: 262.375\\u003c\\u002fbr\\u003eCabin: B57 B59 B63 B66\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 745\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Stranden, Mr. Juho\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: STON\\u002fO 2. 3101288\\u003c\\u002fbr\\u003eFare: 7.925\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 748\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Sinkkonen, Miss. Anna\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 250648\\u003c\\u002fbr\\u003eFare: 13.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 751\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Wells, Miss. Joan\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 4.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 29103\\u003c\\u002fbr\\u003eFare: 23.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 752\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Moor, Master. Meier\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 6.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 392096\\u003c\\u002fbr\\u003eFare: 12.475\\u003c\\u002fbr\\u003eCabin: E121\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 755\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Herman, Mrs. Samuel (Jane Laver)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 48.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 220845\\u003c\\u002fbr\\u003eFare: 65.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 756\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hamalainen, Master. Viljo\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 0.67\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 250649\\u003c\\u002fbr\\u003eFare: 14.5\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 760\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 33.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 110152\\u003c\\u002fbr\\u003eFare: 86.5\\u003c\\u002fbr\\u003eCabin: B77\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 763\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Barah, Mr. Hanna Assi\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 20.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2663\\u003c\\u002fbr\\u003eFare: 7.2292\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 764\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Carter, Mrs. William Ernest (Lucile Polk)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 36.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 113760\\u003c\\u002fbr\\u003eFare: 120.0\\u003c\\u002fbr\\u003eCabin: B96 B98\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 766\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hogeboom, Mrs. John C (Anna Andrews)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 51.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 13502\\u003c\\u002fbr\\u003eFare: 77.9583\\u003c\\u002fbr\\u003eCabin: D11\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 775\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Hocking, Mrs. Elizabeth (Eliza Needs)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 54.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 3\\u003c\\u002fbr\\u003eTicket: 29105\\u003c\\u002fbr\\u003eFare: 23.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 778\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Emanuel, Miss. Virginia Ethel\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 5.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 364516\\u003c\\u002fbr\\u003eFare: 12.475\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 780\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 43.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 24160\\u003c\\u002fbr\\u003eFare: 211.3375\\u003c\\u002fbr\\u003eCabin: B3\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 781\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Ayoub, Miss. Banoura\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 13.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2687\\u003c\\u002fbr\\u003eFare: 7.2292\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 782\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Dick, Mrs. Albert Adrian (Vera Gillespie)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 17.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 17474\\u003c\\u002fbr\\u003eFare: 57.0\\u003c\\u002fbr\\u003eCabin: B20\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 787\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Sjoblom, Miss. Anna Sofia\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 18.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 3101265\\u003c\\u002fbr\\u003eFare: 7.4958\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 789\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Dean, Master. Bertram Vere\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 1.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: C.A. 2315\\u003c\\u002fbr\\u003eFare: 20.575\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 797\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Leader, Dr. Alice (Farnham)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 49.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 17465\\u003c\\u002fbr\\u003eFare: 25.9292\\u003c\\u002fbr\\u003eCabin: D17\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 798\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Osman, Mrs. Mara\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 349244\\u003c\\u002fbr\\u003eFare: 8.6833\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 802\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Collyer, Mrs. Harvey (Charlotte Annie Tate)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 31.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: C.A. 31921\\u003c\\u002fbr\\u003eFare: 26.25\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 803\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Carter, Master. William Thornton II\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 11.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: 113760\\u003c\\u002fbr\\u003eFare: 120.0\\u003c\\u002fbr\\u003eCabin: B96 B98\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 804\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Thomas, Master. Assad Alexander\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 0.42\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 2625\\u003c\\u002fbr\\u003eFare: 8.5167\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 805\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Hedman, Mr. Oskar Arvid\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 347089\\u003c\\u002fbr\\u003eFare: 6.975\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 810\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Chambers, Mrs. Norman Campbell (Bertha Griggs)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 33.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113806\\u003c\\u002fbr\\u003eFare: 53.1\\u003c\\u002fbr\\u003eCabin: E8\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 821\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Hays, Mrs. Charles Melville (Clara Jennings Gregg)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 52.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 12749\\u003c\\u002fbr\\u003eFare: 93.5\\u003c\\u002fbr\\u003eCabin: B69\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 822\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Lulic, Mr. Nikola\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 315098\\u003c\\u002fbr\\u003eFare: 8.6625\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 824\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Moor, Mrs. (Beila)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 27.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 392096\\u003c\\u002fbr\\u003eFare: 12.475\\u003c\\u002fbr\\u003eCabin: E121\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 828\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Mallet, Master. Andre\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 1.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 2\\u003c\\u002fbr\\u003eTicket: S.C.\\u002fPARIS 2079\\u003c\\u002fbr\\u003eFare: 37.0042\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 830\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Stone, Mrs. George Nelson (Martha Evelyn)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 62.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113572\\u003c\\u002fbr\\u003eFare: 80.0\\u003c\\u002fbr\\u003eCabin: B28\\u003c\\u002fbr\\u003eEmbarked: nan\",\"PassengerId: 831\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 3\\u003c\\u002fbr\\u003eName: Yasbeck, Mrs. Antoni (Selini Alexander)\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 15.0\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 2659\\u003c\\u002fbr\\u003eFare: 14.4542\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 832\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 2\\u003c\\u002fbr\\u003eName: Richards, Master. George Sibley\\u003c\\u002fbr\\u003eSex: male\\u003c\\u002fbr\\u003eAge: 0.83\\u003c\\u002fbr\\u003eSibSp: 1\\u003c\\u002fbr\\u003eParch: 1\\u003c\\u002fbr\\u003eTicket: 29106\\u003c\\u002fbr\\u003eFare: 18.75\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: S\",\"PassengerId: 836\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Compton, Miss. 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Augusta\\u003c\\u002fbr\\u003eSex: female\\u003c\\u002fbr\\u003eAge: 30.0\\u003c\\u002fbr\\u003eSibSp: 0\\u003c\\u002fbr\\u003eParch: 0\\u003c\\u002fbr\\u003eTicket: 113798\\u003c\\u002fbr\\u003eFare: 31.0\\u003c\\u002fbr\\u003eCabin: nan\\u003c\\u002fbr\\u003eEmbarked: C\",\"PassengerId: 854\\u003c\\u002fbr\\u003eSurvived: 1\\u003c\\u002fbr\\u003ePclass: 1\\u003c\\u002fbr\\u003eName: Lines, Miss. 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+       "var gd = document.getElementById('f24e7784-1646-4e3e-a535-a3cadfe7d93f');\n",
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+       "            Plotly.purge(gd);\n",
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+       "\n",
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+       "var notebookContainer = gd.closest('#notebook-container');\n",
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+       "    x.observe(notebookContainer, {childList: true});\n",
+       "}}\n",
+       "\n",
+       "// Listen for the clearing of the current output cell\n",
+       "var outputEl = gd.closest('.output');\n",
+       "if (outputEl) {{\n",
+       "    x.observe(outputEl, {childList: true});\n",
+       "}}\n",
+       "\n",
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Explained variance ratio: 50.96%\n"
+     ]
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "### Explained variance ratio"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      "text/plain": [
+       "<Figure size 1000x700 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Parallel coordinates<a id='24d90abc-6218-4a0c-8742-0beaa42a4696'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.plotly.v1+json": {
+       "config": {
+        "plotlyServerURL": "https://plot.ly"
+       },
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+            "Laroche, Miss. Simonne Marie Anne Andree",
+            "Devaney, Miss. Margaret Delia",
+            "Rogers, Mr. William John",
+            "Lennon, Mr. Denis",
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+            "Samaan, Mr. Youssef",
+            "Arnold-Franchi, Mrs. Josef (Josefine Franchi)",
+            "Panula, Master. Juha Niilo",
+            "Nosworthy, Mr. Richard Cater",
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+            "Ostby, Mr. Engelhart Cornelius",
+            "Woolner, Mr. Hugh",
+            "Rugg, Miss. Emily",
+            "Novel, Mr. Mansouer",
+            "West, Miss. Constance Mirium",
+            "Goodwin, Master. William Frederick",
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+            "Skoog, Master. Harald",
+            "Stewart, Mr. Albert A",
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+            "Greenfield, Mr. William Bertram",
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+            "Baxter, Mr. Quigg Edmond",
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+            "Hickman, Mr. Stanley George",
+            "Moore, Mr. Leonard Charles",
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+            "Webber, Miss. Susan",
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+            "Ekstrom, Mr. Johan",
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+            "Robins, Mrs. Alexander A (Grace Charity Laury)",
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+            "Sobey, Mr. Samuel James Hayden",
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+            "Newsom, Miss. Helen Monypeny",
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+            "Sivola, Mr. Antti Wilhelm",
+            "Smith, Mr. James Clinch",
+            "Klasen, Mr. Klas Albin",
+            "Lefebre, Master. Henry Forbes",
+            "Isham, Miss. Ann Elizabeth",
+            "Hale, Mr. Reginald",
+            "Leonard, Mr. Lionel",
+            "Sage, Miss. Constance Gladys",
+            "Pernot, Mr. Rene",
+            "Asplund, Master. Clarence Gustaf Hugo",
+            "Becker, Master. Richard F",
+            "Kink-Heilmann, Miss. Luise Gretchen",
+            "Rood, Mr. Hugh Roscoe",
+            "O'Brien, Mrs. Thomas (Johanna \"Hannah\" Godfrey)",
+            "Romaine, Mr. Charles Hallace (\"Mr C Rolmane\")",
+            "Bourke, Mr. John",
+            "Turcin, Mr. Stjepan",
+            "Pinsky, Mrs. (Rosa)",
+            "Carbines, Mr. William",
+            "Andersen-Jensen, Miss. Carla Christine Nielsine",
+            "Navratil, Master. Michel M",
+            "Brown, Mrs. James Joseph (Margaret Tobin)",
+            "Lurette, Miss. Elise",
+            "Mernagh, Mr. Robert",
+            "Olsen, Mr. Karl Siegwart Andreas",
+            "Madigan, Miss. Margaret \"Maggie\"",
+            "Yrois, Miss. Henriette (\"Mrs Harbeck\")",
+            "Vande Walle, Mr. Nestor Cyriel",
+            "Sage, Mr. Frederick",
+            "Johanson, Mr. Jakob Alfred",
+            "Youseff, Mr. Gerious",
+            "Cohen, Mr. Gurshon \"Gus\"",
+            "Strom, Miss. Telma Matilda",
+            "Backstrom, Mr. Karl Alfred",
+            "Albimona, Mr. Nassef Cassem",
+            "Carr, Miss. Helen \"Ellen\"",
+            "Blank, Mr. Henry",
+            "Ali, Mr. Ahmed",
+            "Cameron, Miss. Clear Annie",
+            "Perkin, Mr. John Henry",
+            "Givard, Mr. Hans Kristensen",
+            "Kiernan, Mr. Philip",
+            "Newell, Miss. Madeleine",
+            "Honkanen, Miss. Eliina",
+            "Jacobsohn, Mr. Sidney Samuel",
+            "Bazzani, Miss. Albina",
+            "Harris, Mr. Walter",
+            "Sunderland, Mr. Victor Francis",
+            "Bracken, Mr. James H",
+            "Green, Mr. George Henry",
+            "Nenkoff, Mr. Christo",
+            "Hoyt, Mr. Frederick Maxfield",
+            "Berglund, Mr. Karl Ivar Sven",
+            "Mellors, Mr. William John",
+            "Lovell, Mr. John Hall (\"Henry\")",
+            "Fahlstrom, Mr. Arne Jonas",
+            "Lefebre, Miss. Mathilde",
+            "Harris, Mrs. Henry Birkhardt (Irene Wallach)",
+            "Larsson, Mr. Bengt Edvin",
+            "Sjostedt, Mr. Ernst Adolf",
+            "Asplund, Miss. Lillian Gertrud",
+            "Leyson, Mr. Robert William Norman",
+            "Harknett, Miss. Alice Phoebe",
+            "Hold, Mr. Stephen",
+            "Collyer, Miss. Marjorie \"Lottie\"",
+            "Pengelly, Mr. Frederick William",
+            "Hunt, Mr. George Henry",
+            "Zabour, Miss. Thamine",
+            "Murphy, Miss. Katherine \"Kate\"",
+            "Coleridge, Mr. Reginald Charles",
+            "Maenpaa, Mr. Matti Alexanteri",
+            "Attalah, Mr. Sleiman",
+            "Minahan, Dr. William Edward",
+            "Lindahl, Miss. Agda Thorilda Viktoria",
+            "Hamalainen, Mrs. William (Anna)",
+            "Beckwith, Mr. Richard Leonard",
+            "Carter, Rev. Ernest Courtenay",
+            "Reed, Mr. James George",
+            "Strom, Mrs. Wilhelm (Elna Matilda Persson)",
+            "Stead, Mr. William Thomas",
+            "Lobb, Mr. William Arthur",
+            "Rosblom, Mrs. Viktor (Helena Wilhelmina)",
+            "Touma, Mrs. Darwis (Hanne Youssef Razi)",
+            "Thorne, Mrs. Gertrude Maybelle",
+            "Cherry, Miss. Gladys",
+            "Ward, Miss. Anna",
+            "Parrish, Mrs. (Lutie Davis)",
+            "Smith, Mr. Thomas",
+            "Asplund, Master. Edvin Rojj Felix",
+            "Taussig, Mr. Emil",
+            "Harrison, Mr. William",
+            "Henry, Miss. Delia",
+            "Reeves, Mr. David",
+            "Panula, Mr. Ernesti Arvid",
+            "Persson, Mr. Ernst Ulrik",
+            "Graham, Mrs. William Thompson (Edith Junkins)",
+            "Bissette, Miss. Amelia",
+            "Cairns, Mr. Alexander",
+            "Tornquist, Mr. William Henry",
+            "Mellinger, Mrs. (Elizabeth Anne Maidment)",
+            "Natsch, Mr. Charles H",
+            "Healy, Miss. Hanora \"Nora\"",
+            "Andrews, Miss. Kornelia Theodosia",
+            "Lindblom, Miss. Augusta Charlotta",
+            "Parkes, Mr. Francis \"Frank\"",
+            "Rice, Master. Eric",
+            "Abbott, Mrs. Stanton (Rosa Hunt)",
+            "Duane, Mr. Frank",
+            "Olsson, Mr. Nils Johan Goransson",
+            "de Pelsmaeker, Mr. Alfons",
+            "Dorking, Mr. Edward Arthur",
+            "Smith, Mr. Richard William",
+            "Stankovic, Mr. Ivan",
+            "de Mulder, Mr. Theodore",
+            "Naidenoff, Mr. Penko",
+            "Hosono, Mr. Masabumi",
+            "Connolly, Miss. Kate",
+            "Barber, Miss. Ellen \"Nellie\"",
+            "Bishop, Mrs. Dickinson H (Helen Walton)",
+            "Levy, Mr. Rene Jacques",
+            "Haas, Miss. Aloisia",
+            "Mineff, Mr. Ivan",
+            "Lewy, Mr. Ervin G",
+            "Hanna, Mr. Mansour",
+            "Allison, Miss. Helen Loraine",
+            "Saalfeld, Mr. Adolphe",
+            "Baxter, Mrs. James (Helene DeLaudeniere Chaput)",
+            "Kelly, Miss. Anna Katherine \"Annie Kate\"",
+            "McCoy, Mr. Bernard",
+            "Johnson, Mr. William Cahoone Jr",
+            "Keane, Miss. Nora A",
+            "Williams, Mr. Howard Hugh \"Harry\"",
+            "Allison, Master. Hudson Trevor",
+            "Fleming, Miss. Margaret",
+            "Penasco y Castellana, Mrs. Victor de Satode (Maria Josefa Perez de Soto y Vallejo)",
+            "Abelson, Mr. Samuel",
+            "Francatelli, Miss. Laura Mabel",
+            "Hays, Miss. Margaret Bechstein",
+            "Ryerson, Miss. Emily Borie",
+            "Lahtinen, Mrs. William (Anna Sylfven)",
+            "Hendekovic, Mr. Ignjac",
+            "Hart, Mr. Benjamin",
+            "Nilsson, Miss. Helmina Josefina",
+            "Kantor, Mrs. Sinai (Miriam Sternin)",
+            "Moraweck, Dr. Ernest",
+            "Wick, Miss. Mary Natalie",
+            "Spedden, Mrs. Frederic Oakley (Margaretta Corning Stone)",
+            "Dennis, Mr. Samuel",
+            "Danoff, Mr. Yoto",
+            "Slayter, Miss. Hilda Mary",
+            "Caldwell, Mrs. Albert Francis (Sylvia Mae Harbaugh)",
+            "Sage, Mr. George John Jr",
+            "Young, Miss. Marie Grice",
+            "Nysveen, Mr. Johan Hansen",
+            "Ball, Mrs. (Ada E Hall)",
+            "Goldsmith, Mrs. Frank John (Emily Alice Brown)",
+            "Hippach, Miss. Jean Gertrude",
+            "McCoy, Miss. Agnes",
+            "Partner, Mr. Austen",
+            "Graham, Mr. George Edward",
+            "Vander Planke, Mr. Leo Edmondus",
+            "Frauenthal, Mrs. Henry William (Clara Heinsheimer)",
+            "Denkoff, Mr. Mitto",
+            "Pears, Mr. Thomas Clinton",
+            "Burns, Miss. Elizabeth Margaret",
+            "Dahl, Mr. Karl Edwart",
+            "Blackwell, Mr. Stephen Weart",
+            "Navratil, Master. Edmond Roger",
+            "Fortune, Miss. Alice Elizabeth",
+            "Collander, Mr. Erik Gustaf",
+            "Sedgwick, Mr. Charles Frederick Waddington",
+            "Fox, Mr. Stanley Hubert",
+            "Brown, Miss. Amelia \"Mildred\"",
+            "Smith, Miss. Marion Elsie",
+            "Davison, Mrs. Thomas Henry (Mary E Finck)",
+            "Coutts, Master. William Loch \"William\"",
+            "Dimic, Mr. Jovan",
+            "Odahl, Mr. Nils Martin",
+            "Williams-Lambert, Mr. Fletcher Fellows",
+            "Elias, Mr. Tannous",
+            "Arnold-Franchi, Mr. Josef",
+            "Yousif, Mr. Wazli",
+            "Vanden Steen, Mr. Leo Peter",
+            "Bowerman, Miss. Elsie Edith",
+            "Funk, Miss. Annie Clemmer",
+            "McGovern, Miss. Mary",
+            "Mockler, Miss. Helen Mary \"Ellie\"",
+            "Skoog, Mr. Wilhelm",
+            "del Carlo, Mr. Sebastiano",
+            "Barbara, Mrs. (Catherine David)",
+            "Asim, Mr. Adola",
+            "O'Brien, Mr. Thomas",
+            "Adahl, Mr. Mauritz Nils Martin",
+            "Warren, Mrs. Frank Manley (Anna Sophia Atkinson)",
+            "Moussa, Mrs. (Mantoura Boulos)",
+            "Jermyn, Miss. Annie",
+            "Aubart, Mme. Leontine Pauline",
+            "Harder, Mr. George Achilles",
+            "Wiklund, Mr. Jakob Alfred",
+            "Beavan, Mr. William Thomas",
+            "Ringhini, Mr. Sante",
+            "Palsson, Miss. Stina Viola",
+            "Meyer, Mrs. Edgar Joseph (Leila Saks)",
+            "Landergren, Miss. Aurora Adelia",
+            "Widener, Mr. Harry Elkins",
+            "Betros, Mr. Tannous",
+            "Gustafsson, Mr. Karl Gideon",
+            "Bidois, Miss. Rosalie",
+            "Nakid, Miss. Maria (\"Mary\")",
+            "Tikkanen, Mr. Juho",
+            "Holverson, Mrs. Alexander Oskar (Mary Aline Towner)",
+            "Plotcharsky, Mr. Vasil",
+            "Davies, Mr. Charles Henry",
+            "Goodwin, Master. Sidney Leonard",
+            "Buss, Miss. Kate",
+            "Sadlier, Mr. Matthew",
+            "Lehmann, Miss. Bertha",
+            "Carter, Mr. William Ernest",
+            "Jansson, Mr. Carl Olof",
+            "Gustafsson, Mr. Johan Birger",
+            "Newell, Miss. Marjorie",
+            "Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)",
+            "Johansson, Mr. Erik",
+            "Olsson, Miss. Elina",
+            "McKane, Mr. Peter David",
+            "Pain, Dr. Alfred",
+            "Trout, Mrs. William H (Jessie L)",
+            "Niskanen, Mr. Juha",
+            "Adams, Mr. John",
+            "Jussila, Miss. Mari Aina",
+            "Hakkarainen, Mr. Pekka Pietari",
+            "Oreskovic, Miss. Marija",
+            "Gale, Mr. Shadrach",
+            "Widegren, Mr. Carl/Charles Peter",
+            "Richards, Master. William Rowe",
+            "Birkeland, Mr. Hans Martin Monsen",
+            "Lefebre, Miss. Ida",
+            "Sdycoff, Mr. Todor",
+            "Hart, Mr. Henry",
+            "Minahan, Miss. Daisy E",
+            "Cunningham, Mr. Alfred Fleming",
+            "Sundman, Mr. Johan Julian",
+            "Meek, Mrs. Thomas (Annie Louise Rowley)",
+            "Drew, Mrs. James Vivian (Lulu Thorne Christian)",
+            "Silven, Miss. Lyyli Karoliina",
+            "Matthews, Mr. William John",
+            "Van Impe, Miss. Catharina",
+            "Gheorgheff, Mr. Stanio",
+            "Charters, Mr. David",
+            "Zimmerman, Mr. Leo",
+            "Danbom, Mrs. Ernst Gilbert (Anna Sigrid Maria Brogren)",
+            "Rosblom, Mr. Viktor Richard",
+            "Wiseman, Mr. Phillippe",
+            "Clarke, Mrs. Charles V (Ada Maria Winfield)",
+            "Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")",
+            "Flynn, Mr. James",
+            "Pickard, Mr. Berk (Berk Trembisky)",
+            "Bjornstrom-Steffansson, Mr. Mauritz Hakan",
+            "Thorneycroft, Mrs. Percival (Florence Kate White)",
+            "Louch, Mrs. Charles Alexander (Alice Adelaide Slow)",
+            "Kallio, Mr. Nikolai Erland",
+            "Silvey, Mr. William Baird",
+            "Carter, Miss. Lucile Polk",
+            "Ford, Miss. Doolina Margaret \"Daisy\"",
+            "Richards, Mrs. Sidney (Emily Hocking)",
+            "Fortune, Mr. Mark",
+            "Kvillner, Mr. Johan Henrik Johannesson",
+            "Hart, Mrs. Benjamin (Esther Ada Bloomfield)",
+            "Hampe, Mr. Leon",
+            "Petterson, Mr. Johan Emil",
+            "Reynaldo, Ms. Encarnacion",
+            "Johannesen-Bratthammer, Mr. Bernt",
+            "Dodge, Master. Washington",
+            "Mellinger, Miss. Madeleine Violet",
+            "Seward, Mr. Frederic Kimber",
+            "Baclini, Miss. Marie Catherine",
+            "Peuchen, Major. Arthur Godfrey",
+            "West, Mr. Edwy Arthur",
+            "Hagland, Mr. Ingvald Olai Olsen",
+            "Foreman, Mr. Benjamin Laventall",
+            "Goldenberg, Mr. Samuel L",
+            "Peduzzi, Mr. Joseph",
+            "Jalsevac, Mr. Ivan",
+            "Millet, Mr. Francis Davis",
+            "Kenyon, Mrs. Frederick R (Marion)",
+            "Toomey, Miss. Ellen",
+            "O'Connor, Mr. Maurice",
+            "Anderson, Mr. Harry",
+            "Morley, Mr. William",
+            "Gee, Mr. Arthur H",
+            "Milling, Mr. Jacob Christian",
+            "Maisner, Mr. Simon",
+            "Goncalves, Mr. Manuel Estanslas",
+            "Campbell, Mr. William",
+            "Smart, Mr. John Montgomery",
+            "Scanlan, Mr. James",
+            "Baclini, Miss. Helene Barbara",
+            "Keefe, Mr. Arthur",
+            "Cacic, Mr. Luka",
+            "West, Mrs. Edwy Arthur (Ada Mary Worth)",
+            "Jerwan, Mrs. Amin S (Marie Marthe Thuillard)",
+            "Strandberg, Miss. Ida Sofia",
+            "Clifford, Mr. George Quincy",
+            "Renouf, Mr. Peter Henry",
+            "Braund, Mr. Lewis Richard",
+            "Karlsson, Mr. Nils August",
+            "Hirvonen, Miss. Hildur E",
+            "Goodwin, Master. Harold Victor",
+            "Frost, Mr. Anthony Wood \"Archie\"",
+            "Rouse, Mr. Richard Henry",
+            "Turkula, Mrs. (Hedwig)",
+            "Bishop, Mr. Dickinson H",
+            "Lefebre, Miss. Jeannie",
+            "Hoyt, Mrs. Frederick Maxfield (Jane Anne Forby)",
+            "Kent, Mr. Edward Austin",
+            "Somerton, Mr. Francis William",
+            "Coutts, Master. Eden Leslie \"Neville\"",
+            "Hagland, Mr. Konrad Mathias Reiersen",
+            "Windelov, Mr. Einar",
+            "Molson, Mr. Harry Markland",
+            "Artagaveytia, Mr. Ramon",
+            "Stanley, Mr. Edward Roland",
+            "Yousseff, Mr. Gerious",
+            "Eustis, Miss. Elizabeth Mussey",
+            "Shellard, Mr. Frederick William",
+            "Allison, Mrs. Hudson J C (Bessie Waldo Daniels)",
+            "Svensson, Mr. Olof",
+            "Calic, Mr. Petar",
+            "Canavan, Miss. Mary",
+            "O'Sullivan, Miss. Bridget Mary",
+            "Laitinen, Miss. Kristina Sofia",
+            "Maioni, Miss. Roberta",
+            "Penasco y Castellana, Mr. Victor de Satode",
+            "Quick, Mrs. Frederick Charles (Jane Richards)",
+            "Bradley, Mr. George (\"George Arthur Brayton\")",
+            "Olsen, Mr. Henry Margido",
+            "Lang, Mr. Fang",
+            "Daly, Mr. Eugene Patrick",
+            "Webber, Mr. James",
+            "McGough, Mr. James Robert",
+            "Rothschild, Mrs. Martin (Elizabeth L. Barrett)",
+            "Coleff, Mr. Satio",
+            "Walker, Mr. William Anderson",
+            "Lemore, Mrs. (Amelia Milley)",
+            "Ryan, Mr. Patrick",
+            "Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)",
+            "Pavlovic, Mr. Stefo",
+            "Perreault, Miss. Anne",
+            "Vovk, Mr. Janko",
+            "Lahoud, Mr. Sarkis",
+            "Hippach, Mrs. Louis Albert (Ida Sophia Fischer)",
+            "Kassem, Mr. Fared",
+            "Farrell, Mr. James",
+            "Ridsdale, Miss. Lucy",
+            "Farthing, Mr. John",
+            "Salonen, Mr. Johan Werner",
+            "Hocking, Mr. Richard George",
+            "Quick, Miss. Phyllis May",
+            "Toufik, Mr. Nakli",
+            "Elias, Mr. Joseph Jr",
+            "Peter, Mrs. Catherine (Catherine Rizk)",
+            "Cacic, Miss. Marija",
+            "Hart, Miss. Eva Miriam",
+            "Butt, Major. Archibald Willingham",
+            "LeRoy, Miss. Bertha",
+            "Risien, Mr. Samuel Beard",
+            "Frolicher, Miss. Hedwig Margaritha",
+            "Crosby, Miss. Harriet R",
+            "Andersson, Miss. Ingeborg Constanzia",
+            "Andersson, Miss. Sigrid Elisabeth",
+            "Beane, Mr. Edward",
+            "Douglas, Mr. Walter Donald",
+            "Nicholson, Mr. Arthur Ernest",
+            "Beane, Mrs. Edward (Ethel Clarke)",
+            "Padro y Manent, Mr. Julian",
+            "Goldsmith, Mr. Frank John",
+            "Davies, Master. John Morgan Jr",
+            "Thayer, Mr. John Borland Jr",
+            "Sharp, Mr. Percival James R",
+            "O'Brien, Mr. Timothy",
+            "Leeni, Mr. Fahim (\"Philip Zenni\")",
+            "Ohman, Miss. Velin",
+            "Wright, Mr. George",
+            "Duff Gordon, Lady. (Lucille Christiana Sutherland) (\"Mrs Morgan\")",
+            "Robbins, Mr. Victor",
+            "Taussig, Mrs. Emil (Tillie Mandelbaum)",
+            "de Messemaeker, Mrs. Guillaume Joseph (Emma)",
+            "Morrow, Mr. Thomas Rowan",
+            "Sivic, Mr. Husein",
+            "Norman, Mr. Robert Douglas",
+            "Simmons, Mr. John",
+            "Meanwell, Miss. (Marion Ogden)",
+            "Davies, Mr. Alfred J",
+            "Stoytcheff, Mr. Ilia",
+            "Palsson, Mrs. Nils (Alma Cornelia Berglund)",
+            "Doharr, Mr. Tannous",
+            "Jonsson, Mr. Carl",
+            "Harris, Mr. George",
+            "Appleton, Mrs. Edward Dale (Charlotte Lamson)",
+            "Flynn, Mr. John Irwin (\"Irving\")",
+            "Kelly, Miss. Mary",
+            "Rush, Mr. Alfred George John",
+            "Patchett, Mr. George",
+            "Garside, Miss. Ethel",
+            "Silvey, Mrs. William Baird (Alice Munger)",
+            "Caram, Mrs. Joseph (Maria Elias)",
+            "Jussila, Mr. Eiriik",
+            "Christy, Miss. Julie Rachel",
+            "Thayer, Mrs. John Borland (Marian Longstreth Morris)",
+            "Downton, Mr. William James",
+            "Ross, Mr. John Hugo",
+            "Paulner, Mr. Uscher",
+            "Taussig, Miss. Ruth",
+            "Jarvis, Mr. John Denzil",
+            "Frolicher-Stehli, Mr. Maxmillian",
+            "Gilinski, Mr. Eliezer",
+            "Murdlin, Mr. Joseph",
+            "Rintamaki, Mr. Matti",
+            "Stephenson, Mrs. Walter Bertram (Martha Eustis)",
+            "Elsbury, Mr. William James",
+            "Bourke, Miss. Mary",
+            "Chapman, Mr. John Henry",
+            "Van Impe, Mr. Jean Baptiste",
+            "Leitch, Miss. Jessie Wills",
+            "Johnson, Mr. Alfred",
+            "Boulos, Mr. Hanna",
+            "Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")",
+            "Jacobsohn, Mrs. Sidney Samuel (Amy Frances Christy)",
+            "Slabenoff, Mr. Petco",
+            "Harrington, Mr. Charles H",
+            "Torber, Mr. Ernst William",
+            "Homer, Mr. Harry (\"Mr E Haven\")",
+            "Lindell, Mr. Edvard Bengtsson",
+            "Karaic, Mr. Milan",
+            "Daniel, Mr. Robert Williams",
+            "Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)",
+            "Shutes, Miss. Elizabeth W",
+            "Andersson, Mrs. Anders Johan (Alfrida Konstantia Brogren)",
+            "Jardin, Mr. Jose Neto",
+            "Murphy, Miss. Margaret Jane",
+            "Horgan, Mr. John",
+            "Brocklebank, Mr. William Alfred",
+            "Herman, Miss. Alice",
+            "Danbom, Mr. Ernst Gilbert",
+            "Lobb, Mrs. William Arthur (Cordelia K Stanlick)",
+            "Becker, Miss. Marion Louise",
+            "Gavey, Mr. Lawrence",
+            "Yasbeck, Mr. Antoni",
+            "Kimball, Mr. Edwin Nelson Jr",
+            "Nakid, Mr. Sahid",
+            "Hansen, Mr. Henry Damsgaard",
+            "Bowen, Mr. David John \"Dai\"",
+            "Sutton, Mr. Frederick",
+            "Kirkland, Rev. Charles Leonard",
+            "Longley, Miss. Gretchen Fiske",
+            "Bostandyeff, Mr. Guentcho",
+            "O'Connell, Mr. Patrick D",
+            "Barkworth, Mr. Algernon Henry Wilson",
+            "Lundahl, Mr. Johan Svensson",
+            "Stahelin-Maeglin, Dr. Max",
+            "Parr, Mr. William Henry Marsh",
+            "Skoog, Miss. Mabel",
+            "Davis, Miss. Mary",
+            "Leinonen, Mr. Antti Gustaf",
+            "Collyer, Mr. Harvey",
+            "Panula, Mrs. Juha (Maria Emilia Ojala)",
+            "Thorneycroft, Mr. Percival",
+            "Jensen, Mr. Hans Peder",
+            "Sagesser, Mlle. Emma",
+            "Skoog, Miss. Margit Elizabeth",
+            "Foo, Mr. Choong",
+            "Baclini, Miss. Eugenie",
+            "Harper, Mr. Henry Sleeper",
+            "Cor, Mr. Liudevit",
+            "Simonius-Blumer, Col. Oberst Alfons",
+            "Willey, Mr. Edward",
+            "Stanley, Miss. Amy Zillah Elsie",
+            "Mitkoff, Mr. Mito",
+            "Doling, Miss. Elsie",
+            "Kalvik, Mr. Johannes Halvorsen",
+            "O'Leary, Miss. Hanora \"Norah\"",
+            "Hegarty, Miss. Hanora \"Nora\"",
+            "Hickman, Mr. Leonard Mark",
+            "Radeff, Mr. Alexander",
+            "Bourke, Mrs. John (Catherine)",
+            "Eitemiller, Mr. George Floyd",
+            "Newell, Mr. Arthur Webster",
+            "Frauenthal, Dr. Henry William",
+            "Badt, Mr. Mohamed",
+            "Colley, Mr. Edward Pomeroy",
+            "Coleff, Mr. Peju",
+            "Lindqvist, Mr. Eino William",
+            "Hickman, Mr. Lewis",
+            "Butler, Mr. Reginald Fenton",
+            "Rommetvedt, Mr. Knud Paust",
+            "Cook, Mr. Jacob",
+            "Taylor, Mrs. Elmer Zebley (Juliet Cummins Wright)",
+            "Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)",
+            "Davidson, Mr. Thornton",
+            "Mitchell, Mr. Henry Michael",
+            "Wilhelms, Mr. Charles",
+            "Watson, Mr. Ennis Hastings",
+            "Edvardsson, Mr. Gustaf Hjalmar",
+            "Sawyer, Mr. Frederick Charles",
+            "Turja, Miss. Anna Sofia",
+            "Goodwin, Mrs. Frederick (Augusta Tyler)",
+            "Cardeza, Mr. Thomas Drake Martinez",
+            "Peters, Miss. Katie",
+            "Hassab, Mr. Hammad",
+            "Olsvigen, Mr. Thor Anderson",
+            "Goodwin, Mr. Charles Edward",
+            "Brown, Mr. Thomas William Solomon",
+            "Laroche, Mr. Joseph Philippe Lemercier",
+            "Panula, Mr. Jaako Arnold",
+            "Dakic, Mr. Branko",
+            "Fischer, Mr. Eberhard Thelander",
+            "Madill, Miss. Georgette Alexandra",
+            "Dick, Mr. Albert Adrian",
+            "Karun, Miss. Manca",
+            "Lam, Mr. Ali",
+            "Saad, Mr. Khalil",
+            "Weir, Col. John",
+            "Chapman, Mr. Charles Henry",
+            "Kelly, Mr. James",
+            "Mullens, Miss. Katherine \"Katie\"",
+            "Thayer, Mr. John Borland",
+            "Humblen, Mr. Adolf Mathias Nicolai Olsen",
+            "Astor, Mrs. John Jacob (Madeleine Talmadge Force)",
+            "Silverthorne, Mr. Spencer Victor",
+            "Barbara, Miss. Saiide",
+            "Gallagher, Mr. Martin",
+            "Hansen, Mr. Henrik Juul",
+            "Morley, Mr. Henry Samuel (\"Mr Henry Marshall\")",
+            "Kelly, Mrs. Florence \"Fannie\"",
+            "Calderhead, Mr. Edward Pennington",
+            "Cleaver, Miss. Alice",
+            "Moubarek, Master. Halim Gonios (\"William George\")",
+            "Mayne, Mlle. Berthe Antonine (\"Mrs de Villiers\")",
+            "Klaber, Mr. Herman",
+            "Taylor, Mr. Elmer Zebley",
+            "Larsson, Mr. August Viktor",
+            "Greenberg, Mr. Samuel",
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Thamine\",\"Murphy, Miss. Katherine \\\"Kate\\\"\",\"Coleridge, Mr. Reginald Charles\",\"Maenpaa, Mr. Matti Alexanteri\",\"Attalah, Mr. Sleiman\",\"Minahan, Dr. William Edward\",\"Lindahl, Miss. Agda Thorilda Viktoria\",\"Hamalainen, Mrs. William (Anna)\",\"Beckwith, Mr. Richard Leonard\",\"Carter, Rev. Ernest Courtenay\",\"Reed, Mr. James George\",\"Strom, Mrs. Wilhelm (Elna Matilda Persson)\",\"Stead, Mr. William Thomas\",\"Lobb, Mr. William Arthur\",\"Rosblom, Mrs. Viktor (Helena Wilhelmina)\",\"Touma, Mrs. Darwis (Hanne Youssef Razi)\",\"Thorne, Mrs. Gertrude Maybelle\",\"Cherry, Miss. Gladys\",\"Ward, Miss. Anna\",\"Parrish, Mrs. (Lutie Davis)\",\"Smith, Mr. Thomas\",\"Asplund, Master. Edvin Rojj Felix\",\"Taussig, Mr. Emil\",\"Harrison, Mr. William\",\"Henry, Miss. Delia\",\"Reeves, Mr. David\",\"Panula, Mr. Ernesti Arvid\",\"Persson, Mr. Ernst Ulrik\",\"Graham, Mrs. William Thompson (Edith Junkins)\",\"Bissette, Miss. 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Anna Katherine \\\"Annie Kate\\\"\",\"McCoy, Mr. Bernard\",\"Johnson, Mr. William Cahoone Jr\",\"Keane, Miss. Nora A\",\"Williams, Mr. Howard Hugh \\\"Harry\\\"\",\"Allison, Master. Hudson Trevor\",\"Fleming, Miss. Margaret\",\"Penasco y Castellana, Mrs. Victor de Satode (Maria Josefa Perez de Soto y Vallejo)\",\"Abelson, Mr. Samuel\",\"Francatelli, Miss. Laura Mabel\",\"Hays, Miss. Margaret Bechstein\",\"Ryerson, Miss. Emily Borie\",\"Lahtinen, Mrs. William (Anna Sylfven)\",\"Hendekovic, Mr. Ignjac\",\"Hart, Mr. Benjamin\",\"Nilsson, Miss. Helmina Josefina\",\"Kantor, Mrs. Sinai (Miriam Sternin)\",\"Moraweck, Dr. Ernest\",\"Wick, Miss. Mary Natalie\",\"Spedden, Mrs. Frederic Oakley (Margaretta Corning Stone)\",\"Dennis, Mr. Samuel\",\"Danoff, Mr. Yoto\",\"Slayter, Miss. Hilda Mary\",\"Caldwell, Mrs. Albert Francis (Sylvia Mae Harbaugh)\",\"Sage, Mr. George John Jr\",\"Young, Miss. Marie Grice\",\"Nysveen, Mr. Johan Hansen\",\"Ball, Mrs. (Ada E Hall)\",\"Goldsmith, Mrs. Frank John (Emily Alice Brown)\",\"Hippach, Miss. Jean Gertrude\",\"McCoy, Miss. Agnes\",\"Partner, Mr. Austen\",\"Graham, Mr. George Edward\",\"Vander Planke, Mr. Leo Edmondus\",\"Frauenthal, Mrs. Henry William (Clara Heinsheimer)\",\"Denkoff, Mr. Mitto\",\"Pears, Mr. Thomas Clinton\",\"Burns, Miss. Elizabeth Margaret\",\"Dahl, Mr. Karl Edwart\",\"Blackwell, Mr. Stephen Weart\",\"Navratil, Master. Edmond Roger\",\"Fortune, Miss. Alice Elizabeth\",\"Collander, Mr. Erik Gustaf\",\"Sedgwick, Mr. Charles Frederick Waddington\",\"Fox, Mr. Stanley Hubert\",\"Brown, Miss. Amelia \\\"Mildred\\\"\",\"Smith, Miss. Marion Elsie\",\"Davison, Mrs. Thomas Henry (Mary E Finck)\",\"Coutts, Master. William Loch \\\"William\\\"\",\"Dimic, Mr. Jovan\",\"Odahl, Mr. Nils Martin\",\"Williams-Lambert, Mr. Fletcher Fellows\",\"Elias, Mr. Tannous\",\"Arnold-Franchi, Mr. Josef\",\"Yousif, Mr. Wazli\",\"Vanden Steen, Mr. Leo Peter\",\"Bowerman, Miss. Elsie Edith\",\"Funk, Miss. Annie Clemmer\",\"McGovern, Miss. Mary\",\"Mockler, Miss. Helen Mary \\\"Ellie\\\"\",\"Skoog, Mr. Wilhelm\",\"del Carlo, Mr. Sebastiano\",\"Barbara, Mrs. (Catherine David)\",\"Asim, Mr. Adola\",\"O'Brien, Mr. Thomas\",\"Adahl, Mr. Mauritz Nils Martin\",\"Warren, Mrs. Frank Manley (Anna Sophia Atkinson)\",\"Moussa, Mrs. (Mantoura Boulos)\",\"Jermyn, Miss. Annie\",\"Aubart, Mme. Leontine Pauline\",\"Harder, Mr. George Achilles\",\"Wiklund, Mr. Jakob Alfred\",\"Beavan, Mr. William Thomas\",\"Ringhini, Mr. Sante\",\"Palsson, Miss. Stina Viola\",\"Meyer, Mrs. Edgar Joseph (Leila Saks)\",\"Landergren, Miss. Aurora Adelia\",\"Widener, Mr. Harry Elkins\",\"Betros, Mr. Tannous\",\"Gustafsson, Mr. Karl Gideon\",\"Bidois, Miss. Rosalie\",\"Nakid, Miss. Maria (\\\"Mary\\\")\",\"Tikkanen, Mr. Juho\",\"Holverson, Mrs. Alexander Oskar (Mary Aline Towner)\",\"Plotcharsky, Mr. Vasil\",\"Davies, Mr. Charles Henry\",\"Goodwin, Master. Sidney Leonard\",\"Buss, Miss. Kate\",\"Sadlier, Mr. Matthew\",\"Lehmann, Miss. Bertha\",\"Carter, Mr. William Ernest\",\"Jansson, Mr. Carl Olof\",\"Gustafsson, Mr. Johan Birger\",\"Newell, Miss. Marjorie\",\"Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)\",\"Johansson, Mr. Erik\",\"Olsson, Miss. Elina\",\"McKane, Mr. Peter David\",\"Pain, Dr. Alfred\",\"Trout, Mrs. William H (Jessie L)\",\"Niskanen, Mr. Juha\",\"Adams, Mr. John\",\"Jussila, Miss. Mari Aina\",\"Hakkarainen, Mr. Pekka Pietari\",\"Oreskovic, Miss. Marija\",\"Gale, Mr. Shadrach\",\"Widegren, Mr. Carl\\u002fCharles Peter\",\"Richards, Master. William Rowe\",\"Birkeland, Mr. Hans Martin Monsen\",\"Lefebre, Miss. Ida\",\"Sdycoff, Mr. Todor\",\"Hart, Mr. Henry\",\"Minahan, Miss. Daisy E\",\"Cunningham, Mr. Alfred Fleming\",\"Sundman, Mr. Johan Julian\",\"Meek, Mrs. Thomas (Annie Louise Rowley)\",\"Drew, Mrs. James Vivian (Lulu Thorne Christian)\",\"Silven, Miss. Lyyli Karoliina\",\"Matthews, Mr. William John\",\"Van Impe, Miss. Catharina\",\"Gheorgheff, Mr. Stanio\",\"Charters, Mr. David\",\"Zimmerman, Mr. Leo\",\"Danbom, Mrs. Ernst Gilbert (Anna Sigrid Maria Brogren)\",\"Rosblom, Mr. Viktor Richard\",\"Wiseman, Mr. Phillippe\",\"Clarke, Mrs. Charles V (Ada Maria Winfield)\",\"Phillips, Miss. Kate Florence (\\\"Mrs Kate Louise Phillips Marshall\\\")\",\"Flynn, Mr. James\",\"Pickard, Mr. Berk (Berk Trembisky)\",\"Bjornstrom-Steffansson, Mr. Mauritz Hakan\",\"Thorneycroft, Mrs. Percival (Florence Kate White)\",\"Louch, Mrs. Charles Alexander (Alice Adelaide Slow)\",\"Kallio, Mr. Nikolai Erland\",\"Silvey, Mr. William Baird\",\"Carter, Miss. Lucile Polk\",\"Ford, Miss. Doolina Margaret \\\"Daisy\\\"\",\"Richards, Mrs. Sidney (Emily Hocking)\",\"Fortune, Mr. Mark\",\"Kvillner, Mr. Johan Henrik Johannesson\",\"Hart, Mrs. Benjamin (Esther Ada Bloomfield)\",\"Hampe, Mr. Leon\",\"Petterson, Mr. Johan Emil\",\"Reynaldo, Ms. Encarnacion\",\"Johannesen-Bratthammer, Mr. Bernt\",\"Dodge, Master. Washington\",\"Mellinger, Miss. Madeleine Violet\",\"Seward, Mr. Frederic Kimber\",\"Baclini, Miss. Marie Catherine\",\"Peuchen, Major. Arthur Godfrey\",\"West, Mr. Edwy Arthur\",\"Hagland, Mr. Ingvald Olai Olsen\",\"Foreman, Mr. Benjamin Laventall\",\"Goldenberg, Mr. Samuel L\",\"Peduzzi, Mr. Joseph\",\"Jalsevac, Mr. Ivan\",\"Millet, Mr. Francis Davis\",\"Kenyon, Mrs. Frederick R (Marion)\",\"Toomey, Miss. Ellen\",\"O'Connor, Mr. Maurice\",\"Anderson, Mr. Harry\",\"Morley, Mr. William\",\"Gee, Mr. Arthur H\",\"Milling, Mr. Jacob Christian\",\"Maisner, Mr. Simon\",\"Goncalves, Mr. Manuel Estanslas\",\"Campbell, Mr. William\",\"Smart, Mr. John Montgomery\",\"Scanlan, Mr. James\",\"Baclini, Miss. Helene Barbara\",\"Keefe, Mr. Arthur\",\"Cacic, Mr. Luka\",\"West, Mrs. Edwy Arthur (Ada Mary Worth)\",\"Jerwan, Mrs. Amin S (Marie Marthe Thuillard)\",\"Strandberg, Miss. Ida Sofia\",\"Clifford, Mr. George Quincy\",\"Renouf, Mr. Peter Henry\",\"Braund, Mr. Lewis Richard\",\"Karlsson, Mr. Nils August\",\"Hirvonen, Miss. Hildur E\",\"Goodwin, Master. Harold Victor\",\"Frost, Mr. Anthony Wood \\\"Archie\\\"\",\"Rouse, Mr. Richard Henry\",\"Turkula, Mrs. (Hedwig)\",\"Bishop, Mr. Dickinson H\",\"Lefebre, Miss. Jeannie\",\"Hoyt, Mrs. Frederick Maxfield (Jane Anne Forby)\",\"Kent, Mr. Edward Austin\",\"Somerton, Mr. Francis William\",\"Coutts, Master. Eden Leslie \\\"Neville\\\"\",\"Hagland, Mr. Konrad Mathias Reiersen\",\"Windelov, Mr. Einar\",\"Molson, Mr. Harry Markland\",\"Artagaveytia, Mr. Ramon\",\"Stanley, Mr. Edward Roland\",\"Yousseff, Mr. Gerious\",\"Eustis, Miss. Elizabeth Mussey\",\"Shellard, Mr. Frederick William\",\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\",\"Svensson, Mr. Olof\",\"Calic, Mr. Petar\",\"Canavan, Miss. Mary\",\"O'Sullivan, Miss. Bridget Mary\",\"Laitinen, Miss. Kristina Sofia\",\"Maioni, Miss. Roberta\",\"Penasco y Castellana, Mr. Victor de Satode\",\"Quick, Mrs. Frederick Charles (Jane Richards)\",\"Bradley, Mr. George (\\\"George Arthur Brayton\\\")\",\"Olsen, Mr. Henry Margido\",\"Lang, Mr. Fang\",\"Daly, Mr. Eugene Patrick\",\"Webber, Mr. James\",\"McGough, Mr. James Robert\",\"Rothschild, Mrs. Martin (Elizabeth L. Barrett)\",\"Coleff, Mr. Satio\",\"Walker, Mr. William Anderson\",\"Lemore, Mrs. (Amelia Milley)\",\"Ryan, Mr. Patrick\",\"Angle, Mrs. William A (Florence \\\"Mary\\\" Agnes Hughes)\",\"Pavlovic, Mr. Stefo\",\"Perreault, Miss. Anne\",\"Vovk, Mr. Janko\",\"Lahoud, Mr. Sarkis\",\"Hippach, Mrs. Louis Albert (Ida Sophia Fischer)\",\"Kassem, Mr. Fared\",\"Farrell, Mr. James\",\"Ridsdale, Miss. Lucy\",\"Farthing, Mr. John\",\"Salonen, Mr. Johan Werner\",\"Hocking, Mr. Richard George\",\"Quick, Miss. Phyllis May\",\"Toufik, Mr. Nakli\",\"Elias, Mr. Joseph Jr\",\"Peter, Mrs. Catherine (Catherine Rizk)\",\"Cacic, Miss. Marija\",\"Hart, Miss. Eva Miriam\",\"Butt, Major. Archibald Willingham\",\"LeRoy, Miss. Bertha\",\"Risien, Mr. Samuel Beard\",\"Frolicher, Miss. Hedwig Margaritha\",\"Crosby, Miss. Harriet R\",\"Andersson, Miss. Ingeborg Constanzia\",\"Andersson, Miss. Sigrid Elisabeth\",\"Beane, Mr. Edward\",\"Douglas, Mr. Walter Donald\",\"Nicholson, Mr. Arthur Ernest\",\"Beane, Mrs. Edward (Ethel Clarke)\",\"Padro y Manent, Mr. Julian\",\"Goldsmith, Mr. Frank John\",\"Davies, Master. John Morgan Jr\",\"Thayer, Mr. John Borland Jr\",\"Sharp, Mr. Percival James R\",\"O'Brien, Mr. Timothy\",\"Leeni, Mr. Fahim (\\\"Philip Zenni\\\")\",\"Ohman, Miss. Velin\",\"Wright, Mr. George\",\"Duff Gordon, Lady. (Lucille Christiana Sutherland) (\\\"Mrs Morgan\\\")\",\"Robbins, Mr. Victor\",\"Taussig, Mrs. Emil (Tillie Mandelbaum)\",\"de Messemaeker, Mrs. Guillaume Joseph (Emma)\",\"Morrow, Mr. Thomas Rowan\",\"Sivic, Mr. Husein\",\"Norman, Mr. Robert Douglas\",\"Simmons, Mr. John\",\"Meanwell, Miss. (Marion Ogden)\",\"Davies, Mr. Alfred J\",\"Stoytcheff, Mr. Ilia\",\"Palsson, Mrs. Nils (Alma Cornelia Berglund)\",\"Doharr, Mr. Tannous\",\"Jonsson, Mr. Carl\",\"Harris, Mr. George\",\"Appleton, Mrs. Edward Dale (Charlotte Lamson)\",\"Flynn, Mr. John Irwin (\\\"Irving\\\")\",\"Kelly, Miss. Mary\",\"Rush, Mr. Alfred George John\",\"Patchett, Mr. George\",\"Garside, Miss. Ethel\",\"Silvey, Mrs. William Baird (Alice Munger)\",\"Caram, Mrs. Joseph (Maria Elias)\",\"Jussila, Mr. Eiriik\",\"Christy, Miss. Julie Rachel\",\"Thayer, Mrs. John Borland (Marian Longstreth Morris)\",\"Downton, Mr. William James\",\"Ross, Mr. John Hugo\",\"Paulner, Mr. Uscher\",\"Taussig, Miss. Ruth\",\"Jarvis, Mr. John Denzil\",\"Frolicher-Stehli, Mr. Maxmillian\",\"Gilinski, Mr. Eliezer\",\"Murdlin, Mr. Joseph\",\"Rintamaki, Mr. Matti\",\"Stephenson, Mrs. Walter Bertram (Martha Eustis)\",\"Elsbury, Mr. William James\",\"Bourke, Miss. Mary\",\"Chapman, Mr. John Henry\",\"Van Impe, Mr. Jean Baptiste\",\"Leitch, Miss. Jessie Wills\",\"Johnson, Mr. Alfred\",\"Boulos, Mr. Hanna\",\"Duff Gordon, Sir. Cosmo Edmund (\\\"Mr Morgan\\\")\",\"Jacobsohn, Mrs. Sidney Samuel (Amy Frances Christy)\",\"Slabenoff, Mr. Petco\",\"Harrington, Mr. Charles H\",\"Torber, Mr. Ernst William\",\"Homer, Mr. Harry (\\\"Mr E Haven\\\")\",\"Lindell, Mr. Edvard Bengtsson\",\"Karaic, Mr. Milan\",\"Daniel, Mr. Robert Williams\",\"Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)\",\"Shutes, Miss. Elizabeth W\",\"Andersson, Mrs. Anders Johan (Alfrida Konstantia Brogren)\",\"Jardin, Mr. Jose Neto\",\"Murphy, Miss. Margaret Jane\",\"Horgan, Mr. John\",\"Brocklebank, Mr. William Alfred\",\"Herman, Miss. Alice\",\"Danbom, Mr. Ernst Gilbert\",\"Lobb, Mrs. William Arthur (Cordelia K Stanlick)\",\"Becker, Miss. Marion Louise\",\"Gavey, Mr. Lawrence\",\"Yasbeck, Mr. Antoni\",\"Kimball, Mr. Edwin Nelson Jr\",\"Nakid, Mr. Sahid\",\"Hansen, Mr. Henry Damsgaard\",\"Bowen, Mr. David John \\\"Dai\\\"\",\"Sutton, Mr. Frederick\",\"Kirkland, Rev. Charles Leonard\",\"Longley, Miss. Gretchen Fiske\",\"Bostandyeff, Mr. Guentcho\",\"O'Connell, Mr. Patrick D\",\"Barkworth, Mr. Algernon Henry Wilson\",\"Lundahl, Mr. Johan Svensson\",\"Stahelin-Maeglin, Dr. Max\",\"Parr, Mr. William Henry Marsh\",\"Skoog, Miss. Mabel\",\"Davis, Miss. Mary\",\"Leinonen, Mr. Antti Gustaf\",\"Collyer, Mr. Harvey\",\"Panula, Mrs. Juha (Maria Emilia Ojala)\",\"Thorneycroft, Mr. Percival\",\"Jensen, Mr. Hans Peder\",\"Sagesser, Mlle. Emma\",\"Skoog, Miss. Margit Elizabeth\",\"Foo, Mr. Choong\",\"Baclini, Miss. Eugenie\",\"Harper, Mr. Henry Sleeper\",\"Cor, Mr. Liudevit\",\"Simonius-Blumer, Col. Oberst Alfons\",\"Willey, Mr. Edward\",\"Stanley, Miss. Amy Zillah Elsie\",\"Mitkoff, Mr. Mito\",\"Doling, Miss. Elsie\",\"Kalvik, Mr. Johannes Halvorsen\",\"O'Leary, Miss. Hanora \\\"Norah\\\"\",\"Hegarty, Miss. Hanora \\\"Nora\\\"\",\"Hickman, Mr. Leonard Mark\",\"Radeff, Mr. Alexander\",\"Bourke, Mrs. John (Catherine)\",\"Eitemiller, Mr. George Floyd\",\"Newell, Mr. Arthur Webster\",\"Frauenthal, Dr. Henry William\",\"Badt, Mr. Mohamed\",\"Colley, Mr. Edward Pomeroy\",\"Coleff, Mr. Peju\",\"Lindqvist, Mr. Eino William\",\"Hickman, Mr. Lewis\",\"Butler, Mr. Reginald Fenton\",\"Rommetvedt, Mr. Knud Paust\",\"Cook, Mr. Jacob\",\"Taylor, Mrs. Elmer Zebley (Juliet Cummins Wright)\",\"Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)\",\"Davidson, Mr. Thornton\",\"Mitchell, Mr. Henry Michael\",\"Wilhelms, Mr. Charles\",\"Watson, Mr. Ennis Hastings\",\"Edvardsson, Mr. Gustaf Hjalmar\",\"Sawyer, Mr. Frederick Charles\",\"Turja, Miss. Anna Sofia\",\"Goodwin, Mrs. Frederick (Augusta Tyler)\",\"Cardeza, Mr. Thomas Drake Martinez\",\"Peters, Miss. Katie\",\"Hassab, Mr. Hammad\",\"Olsvigen, Mr. Thor Anderson\",\"Goodwin, Mr. Charles Edward\",\"Brown, Mr. Thomas William Solomon\",\"Laroche, Mr. Joseph Philippe Lemercier\",\"Panula, Mr. Jaako Arnold\",\"Dakic, Mr. Branko\",\"Fischer, Mr. Eberhard Thelander\",\"Madill, Miss. Georgette Alexandra\",\"Dick, Mr. Albert Adrian\",\"Karun, Miss. Manca\",\"Lam, Mr. Ali\",\"Saad, Mr. Khalil\",\"Weir, Col. John\",\"Chapman, Mr. Charles Henry\",\"Kelly, Mr. James\",\"Mullens, Miss. Katherine \\\"Katie\\\"\",\"Thayer, Mr. John Borland\",\"Humblen, Mr. Adolf Mathias Nicolai Olsen\",\"Astor, Mrs. John Jacob (Madeleine Talmadge Force)\",\"Silverthorne, Mr. Spencer Victor\",\"Barbara, Miss. Saiide\",\"Gallagher, Mr. Martin\",\"Hansen, Mr. Henrik Juul\",\"Morley, Mr. Henry Samuel (\\\"Mr Henry Marshall\\\")\",\"Kelly, Mrs. Florence \\\"Fannie\\\"\",\"Calderhead, Mr. Edward Pennington\",\"Cleaver, Miss. Alice\",\"Moubarek, Master. Halim Gonios (\\\"William George\\\")\",\"Mayne, Mlle. Berthe Antonine (\\\"Mrs de Villiers\\\")\",\"Klaber, Mr. Herman\",\"Taylor, Mr. Elmer Zebley\",\"Larsson, Mr. August Viktor\",\"Greenberg, Mr. Samuel\",\"Soholt, Mr. Peter Andreas Lauritz Andersen\",\"Endres, Miss. Caroline Louise\",\"Troutt, Miss. Edwina Celia \\\"Winnie\\\"\",\"McEvoy, Mr. Michael\",\"Johnson, Mr. Malkolm Joackim\",\"Harper, Miss. Annie Jessie \\\"Nina\\\"\",\"Jensen, Mr. Svend Lauritz\",\"Gillespie, Mr. William Henry\",\"Hodges, Mr. Henry Price\",\"Chambers, Mr. Norman Campbell\",\"Oreskovic, Mr. Luka\",\"Renouf, Mrs. Peter Henry (Lillian Jefferys)\",\"Mannion, Miss. Margareth\",\"Bryhl, Mr. Kurt Arnold Gottfrid\",\"Ilmakangas, Miss. Pieta Sofia\",\"Allen, Miss. Elisabeth Walton\",\"Hassan, Mr. Houssein G N\",\"Knight, Mr. Robert J\",\"Berriman, Mr. William John\",\"Troupiansky, Mr. Moses Aaron\",\"Williams, Mr. Leslie\",\"Ford, Mrs. Edward (Margaret Ann Watson)\",\"Lesurer, Mr. Gustave J\",\"Ivanoff, Mr. Kanio\",\"Nankoff, Mr. Minko\",\"Hawksford, Mr. Walter James\",\"Cavendish, Mr. Tyrell William\",\"Ryerson, Miss. Susan Parker \\\"Suzette\\\"\",\"McNamee, Mr. Neal\",\"Stranden, Mr. Juho\",\"Crosby, Capt. Edward Gifford\",\"Abbott, Mr. Rossmore Edward\",\"Sinkkonen, Miss. Anna\",\"Marvin, Mr. Daniel Warner\",\"Connaghton, Mr. Michael\",\"Wells, Miss. Joan\",\"Moor, Master. Meier\",\"Vande Velde, Mr. Johannes Joseph\",\"Jonkoff, Mr. Lalio\",\"Herman, Mrs. Samuel (Jane Laver)\",\"Hamalainen, Master. Viljo\",\"Carlsson, Mr. August Sigfrid\",\"Bailey, Mr. Percy Andrew\",\"Theobald, Mr. Thomas Leonard\",\"Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)\",\"Garfirth, Mr. John\",\"Nirva, Mr. Iisakki Antino Aijo\",\"Barah, Mr. Hanna Assi\",\"Carter, Mrs. William Ernest (Lucile Polk)\",\"Eklund, Mr. Hans Linus\",\"Hogeboom, Mrs. John C (Anna Andrews)\",\"Brewe, Dr. Arthur Jackson\",\"Mangan, Miss. Mary\",\"Moran, Mr. Daniel J\",\"Gronnestad, Mr. Daniel Danielsen\",\"Lievens, Mr. Rene Aime\",\"Jensen, Mr. Niels Peder\",\"Mack, Mrs. (Mary)\",\"Elias, Mr. Dibo\",\"Hocking, Mrs. Elizabeth (Eliza Needs)\",\"Myhrman, Mr. Pehr Fabian Oliver Malkolm\",\"Tobin, Mr. Roger\",\"Emanuel, Miss. Virginia Ethel\",\"Kilgannon, Mr. Thomas J\",\"Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)\",\"Ayoub, Miss. Banoura\",\"Dick, Mrs. Albert Adrian (Vera Gillespie)\",\"Long, Mr. Milton Clyde\",\"Johnston, Mr. Andrew G\",\"Ali, Mr. William\",\"Harmer, Mr. Abraham (David Lishin)\",\"Sjoblom, Miss. Anna Sofia\",\"Rice, Master. George Hugh\",\"Dean, Master. Bertram Vere\",\"Guggenheim, Mr. Benjamin\",\"Keane, Mr. Andrew \\\"Andy\\\"\",\"Gaskell, Mr. Alfred\",\"Sage, Miss. Stella Anna\",\"Hoyt, Mr. William Fisher\",\"Dantcheff, Mr. Ristiu\",\"Otter, Mr. Richard\",\"Leader, Dr. Alice (Farnham)\",\"Osman, Mrs. Mara\",\"Ibrahim Shawah, Mr. Yousseff\",\"Van Impe, Mrs. Jean Baptiste (Rosalie Paula Govaert)\",\"Ponesell, Mr. Martin\",\"Collyer, Mrs. Harvey (Charlotte Annie Tate)\",\"Carter, Master. William Thornton II\",\"Thomas, Master. Assad Alexander\",\"Hedman, Mr. Oskar Arvid\",\"Johansson, Mr. Karl Johan\",\"Andrews, Mr. Thomas Jr\",\"Pettersson, Miss. Ellen Natalia\",\"Meyer, Mr. August\",\"Chambers, Mrs. Norman Campbell (Bertha Griggs)\",\"Alexander, Mr. William\",\"Lester, Mr. James\",\"Slemen, Mr. Richard James\",\"Andersson, Miss. Ebba Iris Alfrida\",\"Tomlin, Mr. Ernest Portage\",\"Fry, Mr. Richard\",\"Heininen, Miss. Wendla Maria\",\"Mallet, Mr. Albert\",\"Holm, Mr. John Fredrik Alexander\",\"Skoog, Master. Karl Thorsten\",\"Hays, Mrs. Charles Melville (Clara Jennings Gregg)\",\"Lulic, Mr. Nikola\",\"Reuchlin, Jonkheer. John George\",\"Moor, Mrs. (Beila)\",\"Panula, Master. Urho Abraham\",\"Flynn, Mr. John\",\"Lam, Mr. Len\",\"Mallet, Master. Andre\",\"McCormack, Mr. Thomas Joseph\",\"Stone, Mrs. George Nelson (Martha Evelyn)\",\"Yasbeck, Mrs. Antoni (Selini Alexander)\",\"Richards, Master. George Sibley\",\"Saad, Mr. Amin\",\"Augustsson, Mr. Albert\",\"Allum, Mr. Owen George\",\"Compton, Miss. Sara Rebecca\",\"Pasic, Mr. Jakob\",\"Sirota, Mr. Maurice\",\"Chip, Mr. Chang\",\"Marechal, Mr. Pierre\",\"Alhomaki, Mr. Ilmari Rudolf\",\"Mudd, Mr. Thomas Charles\",\"Serepeca, Miss. Augusta\",\"Lemberopolous, Mr. Peter L\",\"Culumovic, Mr. Jeso\",\"Abbing, Mr. Anthony\",\"Sage, Mr. Douglas Bullen\",\"Markoff, Mr. Marin\",\"Harper, Rev. John\",\"Goldenberg, Mrs. Samuel L (Edwiga Grabowska)\",\"Andersson, Master. Sigvard Harald Elias\",\"Svensson, Mr. Johan\",\"Boulos, Miss. Nourelain\",\"Lines, Miss. Mary Conover\",\"Carter, Mrs. Ernest Courtenay (Lilian Hughes)\",\"Aks, Mrs. Sam (Leah Rosen)\",\"Wick, Mrs. George Dennick (Mary Hitchcock)\",\"Daly, Mr. Peter Denis \",\"Baclini, Mrs. Solomon (Latifa Qurban)\",\"Razi, Mr. Raihed\",\"Hansen, Mr. Claus Peter\",\"Giles, Mr. Frederick Edward\",\"Swift, Mrs. Frederick Joel (Margaret Welles Barron)\",\"Sage, Miss. Dorothy Edith \\\"Dolly\\\"\",\"Gill, Mr. John William\",\"Bystrom, Mrs. (Karolina)\",\"Duran y More, Miss. 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+           "label": "Name",
+           "values": [
+            "Braund, Mr. Owen Harris",
+            "Cumings, Mrs. John Bradley (Florence Briggs Thayer)",
+            "Heikkinen, Miss. Laina",
+            "Futrelle, Mrs. Jacques Heath (Lily May Peel)",
+            "Allen, Mr. William Henry",
+            "Moran, Mr. James",
+            "McCarthy, Mr. Timothy J",
+            "Palsson, Master. Gosta Leonard",
+            "Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)",
+            "Nasser, Mrs. Nicholas (Adele Achem)",
+            "Sandstrom, Miss. Marguerite Rut",
+            "Bonnell, Miss. Elizabeth",
+            "Saundercock, Mr. William Henry",
+            "Andersson, Mr. Anders Johan",
+            "Vestrom, Miss. Hulda Amanda Adolfina",
+            "Hewlett, Mrs. (Mary D Kingcome) ",
+            "Rice, Master. Eugene",
+            "Williams, Mr. Charles Eugene",
+            "Vander Planke, Mrs. Julius (Emelia Maria Vandemoortele)",
+            "Masselmani, Mrs. Fatima",
+            "Fynney, Mr. Joseph J",
+            "Beesley, Mr. Lawrence",
+            "McGowan, Miss. Anna \"Annie\"",
+            "Sloper, Mr. William Thompson",
+            "Palsson, Miss. Torborg Danira",
+            "Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)",
+            "Emir, Mr. Farred Chehab",
+            "Fortune, Mr. Charles Alexander",
+            "O'Dwyer, Miss. Ellen \"Nellie\"",
+            "Todoroff, Mr. Lalio",
+            "Uruchurtu, Don. Manuel E",
+            "Spencer, Mrs. William Augustus (Marie Eugenie)",
+            "Glynn, Miss. Mary Agatha",
+            "Wheadon, Mr. Edward H",
+            "Meyer, Mr. Edgar Joseph",
+            "Holverson, Mr. Alexander Oskar",
+            "Mamee, Mr. Hanna",
+            "Cann, Mr. Ernest Charles",
+            "Vander Planke, Miss. Augusta Maria",
+            "Nicola-Yarred, Miss. Jamila",
+            "Ahlin, Mrs. Johan (Johanna Persdotter Larsson)",
+            "Turpin, Mrs. William John Robert (Dorothy Ann Wonnacott)",
+            "Kraeff, Mr. Theodor",
+            "Laroche, Miss. Simonne Marie Anne Andree",
+            "Devaney, Miss. Margaret Delia",
+            "Rogers, Mr. William John",
+            "Lennon, Mr. Denis",
+            "O'Driscoll, Miss. Bridget",
+            "Samaan, Mr. Youssef",
+            "Arnold-Franchi, Mrs. Josef (Josefine Franchi)",
+            "Panula, Master. Juha Niilo",
+            "Nosworthy, Mr. Richard Cater",
+            "Harper, Mrs. Henry Sleeper (Myna Haxtun)",
+            "Faunthorpe, Mrs. Lizzie (Elizabeth Anne Wilkinson)",
+            "Ostby, Mr. Engelhart Cornelius",
+            "Woolner, Mr. Hugh",
+            "Rugg, Miss. Emily",
+            "Novel, Mr. Mansouer",
+            "West, Miss. Constance Mirium",
+            "Goodwin, Master. William Frederick",
+            "Sirayanian, Mr. Orsen",
+            "Icard, Miss. Amelie",
+            "Harris, Mr. Henry Birkhardt",
+            "Skoog, Master. Harald",
+            "Stewart, Mr. Albert A",
+            "Moubarek, Master. Gerios",
+            "Nye, Mrs. (Elizabeth Ramell)",
+            "Crease, Mr. Ernest James",
+            "Andersson, Miss. Erna Alexandra",
+            "Kink, Mr. Vincenz",
+            "Jenkin, Mr. Stephen Curnow",
+            "Goodwin, Miss. Lillian Amy",
+            "Hood, Mr. Ambrose Jr",
+            "Chronopoulos, Mr. Apostolos",
+            "Bing, Mr. Lee",
+            "Moen, Mr. Sigurd Hansen",
+            "Staneff, Mr. Ivan",
+            "Moutal, Mr. Rahamin Haim",
+            "Caldwell, Master. Alden Gates",
+            "Dowdell, Miss. Elizabeth",
+            "Waelens, Mr. Achille",
+            "Sheerlinck, Mr. Jan Baptist",
+            "McDermott, Miss. Brigdet Delia",
+            "Carrau, Mr. Francisco M",
+            "Ilett, Miss. Bertha",
+            "Backstrom, Mrs. Karl Alfred (Maria Mathilda Gustafsson)",
+            "Ford, Mr. William Neal",
+            "Slocovski, Mr. Selman Francis",
+            "Fortune, Miss. Mabel Helen",
+            "Celotti, Mr. Francesco",
+            "Christmann, Mr. Emil",
+            "Andreasson, Mr. Paul Edvin",
+            "Chaffee, Mr. Herbert Fuller",
+            "Dean, Mr. Bertram Frank",
+            "Coxon, Mr. Daniel",
+            "Shorney, Mr. Charles Joseph",
+            "Goldschmidt, Mr. George B",
+            "Greenfield, Mr. William Bertram",
+            "Doling, Mrs. John T (Ada Julia Bone)",
+            "Kantor, Mr. Sinai",
+            "Petranec, Miss. Matilda",
+            "Petroff, Mr. Pastcho (\"Pentcho\")",
+            "White, Mr. Richard Frasar",
+            "Johansson, Mr. Gustaf Joel",
+            "Gustafsson, Mr. Anders Vilhelm",
+            "Mionoff, Mr. Stoytcho",
+            "Salkjelsvik, Miss. Anna Kristine",
+            "Moss, Mr. Albert Johan",
+            "Rekic, Mr. Tido",
+            "Moran, Miss. Bertha",
+            "Porter, Mr. Walter Chamberlain",
+            "Zabour, Miss. Hileni",
+            "Barton, Mr. David John",
+            "Jussila, Miss. Katriina",
+            "Attalah, Miss. Malake",
+            "Pekoniemi, Mr. Edvard",
+            "Connors, Mr. Patrick",
+            "Turpin, Mr. William John Robert",
+            "Baxter, Mr. Quigg Edmond",
+            "Andersson, Miss. Ellis Anna Maria",
+            "Hickman, Mr. Stanley George",
+            "Moore, Mr. Leonard Charles",
+            "Nasser, Mr. Nicholas",
+            "Webber, Miss. Susan",
+            "White, Mr. Percival Wayland",
+            "Nicola-Yarred, Master. Elias",
+            "McMahon, Mr. Martin",
+            "Madsen, Mr. Fridtjof Arne",
+            "Peter, Miss. Anna",
+            "Ekstrom, Mr. Johan",
+            "Drazenoic, Mr. Jozef",
+            "Coelho, Mr. Domingos Fernandeo",
+            "Robins, Mrs. Alexander A (Grace Charity Laury)",
+            "Weisz, Mrs. Leopold (Mathilde Francoise Pede)",
+            "Sobey, Mr. Samuel James Hayden",
+            "Richard, Mr. Emile",
+            "Newsom, Miss. Helen Monypeny",
+            "Futrelle, Mr. Jacques Heath",
+            "Osen, Mr. Olaf Elon",
+            "Giglio, Mr. Victor",
+            "Boulos, Mrs. Joseph (Sultana)",
+            "Nysten, Miss. Anna Sofia",
+            "Hakkarainen, Mrs. Pekka Pietari (Elin Matilda Dolck)",
+            "Burke, Mr. Jeremiah",
+            "Andrew, Mr. Edgardo Samuel",
+            "Nicholls, Mr. Joseph Charles",
+            "Andersson, Mr. August Edvard (\"Wennerstrom\")",
+            "Ford, Miss. Robina Maggie \"Ruby\"",
+            "Navratil, Mr. Michel (\"Louis M Hoffman\")",
+            "Byles, Rev. Thomas Roussel Davids",
+            "Bateman, Rev. Robert James",
+            "Pears, Mrs. Thomas (Edith Wearne)",
+            "Meo, Mr. Alfonzo",
+            "van Billiard, Mr. Austin Blyler",
+            "Olsen, Mr. Ole Martin",
+            "Williams, Mr. Charles Duane",
+            "Gilnagh, Miss. Katherine \"Katie\"",
+            "Corn, Mr. Harry",
+            "Smiljanic, Mr. Mile",
+            "Sage, Master. Thomas Henry",
+            "Cribb, Mr. John Hatfield",
+            "Watt, Mrs. James (Elizabeth \"Bessie\" Inglis Milne)",
+            "Bengtsson, Mr. John Viktor",
+            "Calic, Mr. Jovo",
+            "Panula, Master. Eino Viljami",
+            "Goldsmith, Master. Frank John William \"Frankie\"",
+            "Chibnall, Mrs. (Edith Martha Bowerman)",
+            "Skoog, Mrs. William (Anna Bernhardina Karlsson)",
+            "Baumann, Mr. John D",
+            "Ling, Mr. Lee",
+            "Van der hoef, Mr. Wyckoff",
+            "Rice, Master. Arthur",
+            "Johnson, Miss. Eleanor Ileen",
+            "Sivola, Mr. Antti Wilhelm",
+            "Smith, Mr. James Clinch",
+            "Klasen, Mr. Klas Albin",
+            "Lefebre, Master. Henry Forbes",
+            "Isham, Miss. Ann Elizabeth",
+            "Hale, Mr. Reginald",
+            "Leonard, Mr. Lionel",
+            "Sage, Miss. Constance Gladys",
+            "Pernot, Mr. Rene",
+            "Asplund, Master. Clarence Gustaf Hugo",
+            "Becker, Master. Richard F",
+            "Kink-Heilmann, Miss. Luise Gretchen",
+            "Rood, Mr. Hugh Roscoe",
+            "O'Brien, Mrs. Thomas (Johanna \"Hannah\" Godfrey)",
+            "Romaine, Mr. Charles Hallace (\"Mr C Rolmane\")",
+            "Bourke, Mr. John",
+            "Turcin, Mr. Stjepan",
+            "Pinsky, Mrs. (Rosa)",
+            "Carbines, Mr. William",
+            "Andersen-Jensen, Miss. Carla Christine Nielsine",
+            "Navratil, Master. Michel M",
+            "Brown, Mrs. James Joseph (Margaret Tobin)",
+            "Lurette, Miss. Elise",
+            "Mernagh, Mr. Robert",
+            "Olsen, Mr. Karl Siegwart Andreas",
+            "Madigan, Miss. Margaret \"Maggie\"",
+            "Yrois, Miss. Henriette (\"Mrs Harbeck\")",
+            "Vande Walle, Mr. Nestor Cyriel",
+            "Sage, Mr. Frederick",
+            "Johanson, Mr. Jakob Alfred",
+            "Youseff, Mr. Gerious",
+            "Cohen, Mr. Gurshon \"Gus\"",
+            "Strom, Miss. Telma Matilda",
+            "Backstrom, Mr. Karl Alfred",
+            "Albimona, Mr. Nassef Cassem",
+            "Carr, Miss. Helen \"Ellen\"",
+            "Blank, Mr. Henry",
+            "Ali, Mr. Ahmed",
+            "Cameron, Miss. Clear Annie",
+            "Perkin, Mr. John Henry",
+            "Givard, Mr. Hans Kristensen",
+            "Kiernan, Mr. Philip",
+            "Newell, Miss. Madeleine",
+            "Honkanen, Miss. Eliina",
+            "Jacobsohn, Mr. Sidney Samuel",
+            "Bazzani, Miss. Albina",
+            "Harris, Mr. Walter",
+            "Sunderland, Mr. Victor Francis",
+            "Bracken, Mr. James H",
+            "Green, Mr. George Henry",
+            "Nenkoff, Mr. Christo",
+            "Hoyt, Mr. Frederick Maxfield",
+            "Berglund, Mr. Karl Ivar Sven",
+            "Mellors, Mr. William John",
+            "Lovell, Mr. John Hall (\"Henry\")",
+            "Fahlstrom, Mr. Arne Jonas",
+            "Lefebre, Miss. Mathilde",
+            "Harris, Mrs. Henry Birkhardt (Irene Wallach)",
+            "Larsson, Mr. Bengt Edvin",
+            "Sjostedt, Mr. Ernst Adolf",
+            "Asplund, Miss. Lillian Gertrud",
+            "Leyson, Mr. Robert William Norman",
+            "Harknett, Miss. Alice Phoebe",
+            "Hold, Mr. Stephen",
+            "Collyer, Miss. Marjorie \"Lottie\"",
+            "Pengelly, Mr. Frederick William",
+            "Hunt, Mr. George Henry",
+            "Zabour, Miss. Thamine",
+            "Murphy, Miss. Katherine \"Kate\"",
+            "Coleridge, Mr. Reginald Charles",
+            "Maenpaa, Mr. Matti Alexanteri",
+            "Attalah, Mr. Sleiman",
+            "Minahan, Dr. William Edward",
+            "Lindahl, Miss. Agda Thorilda Viktoria",
+            "Hamalainen, Mrs. William (Anna)",
+            "Beckwith, Mr. Richard Leonard",
+            "Carter, Rev. Ernest Courtenay",
+            "Reed, Mr. James George",
+            "Strom, Mrs. Wilhelm (Elna Matilda Persson)",
+            "Stead, Mr. William Thomas",
+            "Lobb, Mr. William Arthur",
+            "Rosblom, Mrs. Viktor (Helena Wilhelmina)",
+            "Touma, Mrs. Darwis (Hanne Youssef Razi)",
+            "Thorne, Mrs. Gertrude Maybelle",
+            "Cherry, Miss. Gladys",
+            "Ward, Miss. Anna",
+            "Parrish, Mrs. (Lutie Davis)",
+            "Smith, Mr. Thomas",
+            "Asplund, Master. Edvin Rojj Felix",
+            "Taussig, Mr. Emil",
+            "Harrison, Mr. William",
+            "Henry, Miss. Delia",
+            "Reeves, Mr. David",
+            "Panula, Mr. Ernesti Arvid",
+            "Persson, Mr. Ernst Ulrik",
+            "Graham, Mrs. William Thompson (Edith Junkins)",
+            "Bissette, Miss. Amelia",
+            "Cairns, Mr. Alexander",
+            "Tornquist, Mr. William Henry",
+            "Mellinger, Mrs. (Elizabeth Anne Maidment)",
+            "Natsch, Mr. Charles H",
+            "Healy, Miss. Hanora \"Nora\"",
+            "Andrews, Miss. Kornelia Theodosia",
+            "Lindblom, Miss. Augusta Charlotta",
+            "Parkes, Mr. Francis \"Frank\"",
+            "Rice, Master. Eric",
+            "Abbott, Mrs. Stanton (Rosa Hunt)",
+            "Duane, Mr. Frank",
+            "Olsson, Mr. Nils Johan Goransson",
+            "de Pelsmaeker, Mr. Alfons",
+            "Dorking, Mr. Edward Arthur",
+            "Smith, Mr. Richard William",
+            "Stankovic, Mr. Ivan",
+            "de Mulder, Mr. Theodore",
+            "Naidenoff, Mr. Penko",
+            "Hosono, Mr. Masabumi",
+            "Connolly, Miss. Kate",
+            "Barber, Miss. Ellen \"Nellie\"",
+            "Bishop, Mrs. Dickinson H (Helen Walton)",
+            "Levy, Mr. Rene Jacques",
+            "Haas, Miss. Aloisia",
+            "Mineff, Mr. Ivan",
+            "Lewy, Mr. Ervin G",
+            "Hanna, Mr. Mansour",
+            "Allison, Miss. Helen Loraine",
+            "Saalfeld, Mr. Adolphe",
+            "Baxter, Mrs. James (Helene DeLaudeniere Chaput)",
+            "Kelly, Miss. Anna Katherine \"Annie Kate\"",
+            "McCoy, Mr. Bernard",
+            "Johnson, Mr. William Cahoone Jr",
+            "Keane, Miss. Nora A",
+            "Williams, Mr. Howard Hugh \"Harry\"",
+            "Allison, Master. Hudson Trevor",
+            "Fleming, Miss. Margaret",
+            "Penasco y Castellana, Mrs. Victor de Satode (Maria Josefa Perez de Soto y Vallejo)",
+            "Abelson, Mr. Samuel",
+            "Francatelli, Miss. Laura Mabel",
+            "Hays, Miss. Margaret Bechstein",
+            "Ryerson, Miss. Emily Borie",
+            "Lahtinen, Mrs. William (Anna Sylfven)",
+            "Hendekovic, Mr. Ignjac",
+            "Hart, Mr. Benjamin",
+            "Nilsson, Miss. Helmina Josefina",
+            "Kantor, Mrs. Sinai (Miriam Sternin)",
+            "Moraweck, Dr. Ernest",
+            "Wick, Miss. Mary Natalie",
+            "Spedden, Mrs. Frederic Oakley (Margaretta Corning Stone)",
+            "Dennis, Mr. Samuel",
+            "Danoff, Mr. Yoto",
+            "Slayter, Miss. Hilda Mary",
+            "Caldwell, Mrs. Albert Francis (Sylvia Mae Harbaugh)",
+            "Sage, Mr. George John Jr",
+            "Young, Miss. Marie Grice",
+            "Nysveen, Mr. Johan Hansen",
+            "Ball, Mrs. (Ada E Hall)",
+            "Goldsmith, Mrs. Frank John (Emily Alice Brown)",
+            "Hippach, Miss. Jean Gertrude",
+            "McCoy, Miss. Agnes",
+            "Partner, Mr. Austen",
+            "Graham, Mr. George Edward",
+            "Vander Planke, Mr. Leo Edmondus",
+            "Frauenthal, Mrs. Henry William (Clara Heinsheimer)",
+            "Denkoff, Mr. Mitto",
+            "Pears, Mr. Thomas Clinton",
+            "Burns, Miss. Elizabeth Margaret",
+            "Dahl, Mr. Karl Edwart",
+            "Blackwell, Mr. Stephen Weart",
+            "Navratil, Master. Edmond Roger",
+            "Fortune, Miss. Alice Elizabeth",
+            "Collander, Mr. Erik Gustaf",
+            "Sedgwick, Mr. Charles Frederick Waddington",
+            "Fox, Mr. Stanley Hubert",
+            "Brown, Miss. Amelia \"Mildred\"",
+            "Smith, Miss. Marion Elsie",
+            "Davison, Mrs. Thomas Henry (Mary E Finck)",
+            "Coutts, Master. William Loch \"William\"",
+            "Dimic, Mr. Jovan",
+            "Odahl, Mr. Nils Martin",
+            "Williams-Lambert, Mr. Fletcher Fellows",
+            "Elias, Mr. Tannous",
+            "Arnold-Franchi, Mr. Josef",
+            "Yousif, Mr. Wazli",
+            "Vanden Steen, Mr. Leo Peter",
+            "Bowerman, Miss. Elsie Edith",
+            "Funk, Miss. Annie Clemmer",
+            "McGovern, Miss. Mary",
+            "Mockler, Miss. Helen Mary \"Ellie\"",
+            "Skoog, Mr. Wilhelm",
+            "del Carlo, Mr. Sebastiano",
+            "Barbara, Mrs. (Catherine David)",
+            "Asim, Mr. Adola",
+            "O'Brien, Mr. Thomas",
+            "Adahl, Mr. Mauritz Nils Martin",
+            "Warren, Mrs. Frank Manley (Anna Sophia Atkinson)",
+            "Moussa, Mrs. (Mantoura Boulos)",
+            "Jermyn, Miss. Annie",
+            "Aubart, Mme. Leontine Pauline",
+            "Harder, Mr. George Achilles",
+            "Wiklund, Mr. Jakob Alfred",
+            "Beavan, Mr. William Thomas",
+            "Ringhini, Mr. Sante",
+            "Palsson, Miss. Stina Viola",
+            "Meyer, Mrs. Edgar Joseph (Leila Saks)",
+            "Landergren, Miss. Aurora Adelia",
+            "Widener, Mr. Harry Elkins",
+            "Betros, Mr. Tannous",
+            "Gustafsson, Mr. Karl Gideon",
+            "Bidois, Miss. Rosalie",
+            "Nakid, Miss. Maria (\"Mary\")",
+            "Tikkanen, Mr. Juho",
+            "Holverson, Mrs. Alexander Oskar (Mary Aline Towner)",
+            "Plotcharsky, Mr. Vasil",
+            "Davies, Mr. Charles Henry",
+            "Goodwin, Master. Sidney Leonard",
+            "Buss, Miss. Kate",
+            "Sadlier, Mr. Matthew",
+            "Lehmann, Miss. Bertha",
+            "Carter, Mr. William Ernest",
+            "Jansson, Mr. Carl Olof",
+            "Gustafsson, Mr. Johan Birger",
+            "Newell, Miss. Marjorie",
+            "Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)",
+            "Johansson, Mr. Erik",
+            "Olsson, Miss. Elina",
+            "McKane, Mr. Peter David",
+            "Pain, Dr. Alfred",
+            "Trout, Mrs. William H (Jessie L)",
+            "Niskanen, Mr. Juha",
+            "Adams, Mr. John",
+            "Jussila, Miss. Mari Aina",
+            "Hakkarainen, Mr. Pekka Pietari",
+            "Oreskovic, Miss. Marija",
+            "Gale, Mr. Shadrach",
+            "Widegren, Mr. Carl/Charles Peter",
+            "Richards, Master. William Rowe",
+            "Birkeland, Mr. Hans Martin Monsen",
+            "Lefebre, Miss. Ida",
+            "Sdycoff, Mr. Todor",
+            "Hart, Mr. Henry",
+            "Minahan, Miss. Daisy E",
+            "Cunningham, Mr. Alfred Fleming",
+            "Sundman, Mr. Johan Julian",
+            "Meek, Mrs. Thomas (Annie Louise Rowley)",
+            "Drew, Mrs. James Vivian (Lulu Thorne Christian)",
+            "Silven, Miss. Lyyli Karoliina",
+            "Matthews, Mr. William John",
+            "Van Impe, Miss. Catharina",
+            "Gheorgheff, Mr. Stanio",
+            "Charters, Mr. David",
+            "Zimmerman, Mr. Leo",
+            "Danbom, Mrs. Ernst Gilbert (Anna Sigrid Maria Brogren)",
+            "Rosblom, Mr. Viktor Richard",
+            "Wiseman, Mr. Phillippe",
+            "Clarke, Mrs. Charles V (Ada Maria Winfield)",
+            "Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")",
+            "Flynn, Mr. James",
+            "Pickard, Mr. Berk (Berk Trembisky)",
+            "Bjornstrom-Steffansson, Mr. Mauritz Hakan",
+            "Thorneycroft, Mrs. Percival (Florence Kate White)",
+            "Louch, Mrs. Charles Alexander (Alice Adelaide Slow)",
+            "Kallio, Mr. Nikolai Erland",
+            "Silvey, Mr. William Baird",
+            "Carter, Miss. Lucile Polk",
+            "Ford, Miss. Doolina Margaret \"Daisy\"",
+            "Richards, Mrs. Sidney (Emily Hocking)",
+            "Fortune, Mr. Mark",
+            "Kvillner, Mr. Johan Henrik Johannesson",
+            "Hart, Mrs. Benjamin (Esther Ada Bloomfield)",
+            "Hampe, Mr. Leon",
+            "Petterson, Mr. Johan Emil",
+            "Reynaldo, Ms. Encarnacion",
+            "Johannesen-Bratthammer, Mr. Bernt",
+            "Dodge, Master. Washington",
+            "Mellinger, Miss. Madeleine Violet",
+            "Seward, Mr. Frederic Kimber",
+            "Baclini, Miss. Marie Catherine",
+            "Peuchen, Major. Arthur Godfrey",
+            "West, Mr. Edwy Arthur",
+            "Hagland, Mr. Ingvald Olai Olsen",
+            "Foreman, Mr. Benjamin Laventall",
+            "Goldenberg, Mr. Samuel L",
+            "Peduzzi, Mr. Joseph",
+            "Jalsevac, Mr. Ivan",
+            "Millet, Mr. Francis Davis",
+            "Kenyon, Mrs. Frederick R (Marion)",
+            "Toomey, Miss. Ellen",
+            "O'Connor, Mr. Maurice",
+            "Anderson, Mr. Harry",
+            "Morley, Mr. William",
+            "Gee, Mr. Arthur H",
+            "Milling, Mr. Jacob Christian",
+            "Maisner, Mr. Simon",
+            "Goncalves, Mr. Manuel Estanslas",
+            "Campbell, Mr. William",
+            "Smart, Mr. John Montgomery",
+            "Scanlan, Mr. James",
+            "Baclini, Miss. Helene Barbara",
+            "Keefe, Mr. Arthur",
+            "Cacic, Mr. Luka",
+            "West, Mrs. Edwy Arthur (Ada Mary Worth)",
+            "Jerwan, Mrs. Amin S (Marie Marthe Thuillard)",
+            "Strandberg, Miss. Ida Sofia",
+            "Clifford, Mr. George Quincy",
+            "Renouf, Mr. Peter Henry",
+            "Braund, Mr. Lewis Richard",
+            "Karlsson, Mr. Nils August",
+            "Hirvonen, Miss. Hildur E",
+            "Goodwin, Master. Harold Victor",
+            "Frost, Mr. Anthony Wood \"Archie\"",
+            "Rouse, Mr. Richard Henry",
+            "Turkula, Mrs. (Hedwig)",
+            "Bishop, Mr. Dickinson H",
+            "Lefebre, Miss. Jeannie",
+            "Hoyt, Mrs. Frederick Maxfield (Jane Anne Forby)",
+            "Kent, Mr. Edward Austin",
+            "Somerton, Mr. Francis William",
+            "Coutts, Master. Eden Leslie \"Neville\"",
+            "Hagland, Mr. Konrad Mathias Reiersen",
+            "Windelov, Mr. Einar",
+            "Molson, Mr. Harry Markland",
+            "Artagaveytia, Mr. Ramon",
+            "Stanley, Mr. Edward Roland",
+            "Yousseff, Mr. Gerious",
+            "Eustis, Miss. Elizabeth Mussey",
+            "Shellard, Mr. Frederick William",
+            "Allison, Mrs. Hudson J C (Bessie Waldo Daniels)",
+            "Svensson, Mr. Olof",
+            "Calic, Mr. Petar",
+            "Canavan, Miss. Mary",
+            "O'Sullivan, Miss. Bridget Mary",
+            "Laitinen, Miss. Kristina Sofia",
+            "Maioni, Miss. Roberta",
+            "Penasco y Castellana, Mr. Victor de Satode",
+            "Quick, Mrs. Frederick Charles (Jane Richards)",
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+            "Olsen, Mr. Henry Margido",
+            "Lang, Mr. Fang",
+            "Daly, Mr. Eugene Patrick",
+            "Webber, Mr. James",
+            "McGough, Mr. James Robert",
+            "Rothschild, Mrs. Martin (Elizabeth L. Barrett)",
+            "Coleff, Mr. Satio",
+            "Walker, Mr. William Anderson",
+            "Lemore, Mrs. (Amelia Milley)",
+            "Ryan, Mr. Patrick",
+            "Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)",
+            "Pavlovic, Mr. Stefo",
+            "Perreault, Miss. Anne",
+            "Vovk, Mr. Janko",
+            "Lahoud, Mr. Sarkis",
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+            "Farrell, Mr. James",
+            "Ridsdale, Miss. Lucy",
+            "Farthing, Mr. John",
+            "Salonen, Mr. Johan Werner",
+            "Hocking, Mr. Richard George",
+            "Quick, Miss. Phyllis May",
+            "Toufik, Mr. Nakli",
+            "Elias, Mr. Joseph Jr",
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+            "Cacic, Miss. Marija",
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+            "Butt, Major. Archibald Willingham",
+            "LeRoy, Miss. Bertha",
+            "Risien, Mr. Samuel Beard",
+            "Frolicher, Miss. Hedwig Margaritha",
+            "Crosby, Miss. Harriet R",
+            "Andersson, Miss. Ingeborg Constanzia",
+            "Andersson, Miss. Sigrid Elisabeth",
+            "Beane, Mr. Edward",
+            "Douglas, Mr. Walter Donald",
+            "Nicholson, Mr. Arthur Ernest",
+            "Beane, Mrs. Edward (Ethel Clarke)",
+            "Padro y Manent, Mr. Julian",
+            "Goldsmith, Mr. Frank John",
+            "Davies, Master. John Morgan Jr",
+            "Thayer, Mr. John Borland Jr",
+            "Sharp, Mr. Percival James R",
+            "O'Brien, Mr. Timothy",
+            "Leeni, Mr. Fahim (\"Philip Zenni\")",
+            "Ohman, Miss. Velin",
+            "Wright, Mr. George",
+            "Duff Gordon, Lady. (Lucille Christiana Sutherland) (\"Mrs Morgan\")",
+            "Robbins, Mr. Victor",
+            "Taussig, Mrs. Emil (Tillie Mandelbaum)",
+            "de Messemaeker, Mrs. Guillaume Joseph (Emma)",
+            "Morrow, Mr. Thomas Rowan",
+            "Sivic, Mr. Husein",
+            "Norman, Mr. Robert Douglas",
+            "Simmons, Mr. John",
+            "Meanwell, Miss. (Marion Ogden)",
+            "Davies, Mr. Alfred J",
+            "Stoytcheff, Mr. Ilia",
+            "Palsson, Mrs. Nils (Alma Cornelia Berglund)",
+            "Doharr, Mr. Tannous",
+            "Jonsson, Mr. Carl",
+            "Harris, Mr. George",
+            "Appleton, Mrs. Edward Dale (Charlotte Lamson)",
+            "Flynn, Mr. John Irwin (\"Irving\")",
+            "Kelly, Miss. Mary",
+            "Rush, Mr. Alfred George John",
+            "Patchett, Mr. George",
+            "Garside, Miss. Ethel",
+            "Silvey, Mrs. William Baird (Alice Munger)",
+            "Caram, Mrs. Joseph (Maria Elias)",
+            "Jussila, Mr. Eiriik",
+            "Christy, Miss. Julie Rachel",
+            "Thayer, Mrs. John Borland (Marian Longstreth Morris)",
+            "Downton, Mr. William James",
+            "Ross, Mr. John Hugo",
+            "Paulner, Mr. Uscher",
+            "Taussig, Miss. Ruth",
+            "Jarvis, Mr. John Denzil",
+            "Frolicher-Stehli, Mr. Maxmillian",
+            "Gilinski, Mr. Eliezer",
+            "Murdlin, Mr. Joseph",
+            "Rintamaki, Mr. Matti",
+            "Stephenson, Mrs. Walter Bertram (Martha Eustis)",
+            "Elsbury, Mr. William James",
+            "Bourke, Miss. Mary",
+            "Chapman, Mr. John Henry",
+            "Van Impe, Mr. Jean Baptiste",
+            "Leitch, Miss. Jessie Wills",
+            "Johnson, Mr. Alfred",
+            "Boulos, Mr. Hanna",
+            "Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")",
+            "Jacobsohn, Mrs. Sidney Samuel (Amy Frances Christy)",
+            "Slabenoff, Mr. Petco",
+            "Harrington, Mr. Charles H",
+            "Torber, Mr. Ernst William",
+            "Homer, Mr. Harry (\"Mr E Haven\")",
+            "Lindell, Mr. Edvard Bengtsson",
+            "Karaic, Mr. Milan",
+            "Daniel, Mr. Robert Williams",
+            "Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)",
+            "Shutes, Miss. Elizabeth W",
+            "Andersson, Mrs. Anders Johan (Alfrida Konstantia Brogren)",
+            "Jardin, Mr. Jose Neto",
+            "Murphy, Miss. Margaret Jane",
+            "Horgan, Mr. John",
+            "Brocklebank, Mr. William Alfred",
+            "Herman, Miss. Alice",
+            "Danbom, Mr. Ernst Gilbert",
+            "Lobb, Mrs. William Arthur (Cordelia K Stanlick)",
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+            "Gavey, Mr. Lawrence",
+            "Yasbeck, Mr. Antoni",
+            "Kimball, Mr. Edwin Nelson Jr",
+            "Nakid, Mr. Sahid",
+            "Hansen, Mr. Henry Damsgaard",
+            "Bowen, Mr. David John \"Dai\"",
+            "Sutton, Mr. Frederick",
+            "Kirkland, Rev. Charles Leonard",
+            "Longley, Miss. Gretchen Fiske",
+            "Bostandyeff, Mr. Guentcho",
+            "O'Connell, Mr. Patrick D",
+            "Barkworth, Mr. Algernon Henry Wilson",
+            "Lundahl, Mr. Johan Svensson",
+            "Stahelin-Maeglin, Dr. Max",
+            "Parr, Mr. William Henry Marsh",
+            "Skoog, Miss. Mabel",
+            "Davis, Miss. Mary",
+            "Leinonen, Mr. Antti Gustaf",
+            "Collyer, Mr. Harvey",
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+            "Sagesser, Mlle. Emma",
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+            "Harper, Mr. Henry Sleeper",
+            "Cor, Mr. Liudevit",
+            "Simonius-Blumer, Col. Oberst Alfons",
+            "Willey, Mr. Edward",
+            "Stanley, Miss. Amy Zillah Elsie",
+            "Mitkoff, Mr. Mito",
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+            "Kalvik, Mr. Johannes Halvorsen",
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+            "Hickman, Mr. Leonard Mark",
+            "Radeff, Mr. Alexander",
+            "Bourke, Mrs. John (Catherine)",
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+            "Newell, Mr. Arthur Webster",
+            "Frauenthal, Dr. Henry William",
+            "Badt, Mr. Mohamed",
+            "Colley, Mr. Edward Pomeroy",
+            "Coleff, Mr. Peju",
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+            "Hickman, Mr. Lewis",
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+            "Taylor, Mrs. Elmer Zebley (Juliet Cummins Wright)",
+            "Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)",
+            "Davidson, Mr. Thornton",
+            "Mitchell, Mr. Henry Michael",
+            "Wilhelms, Mr. Charles",
+            "Watson, Mr. Ennis Hastings",
+            "Edvardsson, Mr. Gustaf Hjalmar",
+            "Sawyer, Mr. Frederick Charles",
+            "Turja, Miss. Anna Sofia",
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+            "Cardeza, Mr. Thomas Drake Martinez",
+            "Peters, Miss. Katie",
+            "Hassab, Mr. Hammad",
+            "Olsvigen, Mr. Thor Anderson",
+            "Goodwin, Mr. Charles Edward",
+            "Brown, Mr. Thomas William Solomon",
+            "Laroche, Mr. Joseph Philippe Lemercier",
+            "Panula, Mr. Jaako Arnold",
+            "Dakic, Mr. Branko",
+            "Fischer, Mr. Eberhard Thelander",
+            "Madill, Miss. Georgette Alexandra",
+            "Dick, Mr. Albert Adrian",
+            "Karun, Miss. Manca",
+            "Lam, Mr. Ali",
+            "Saad, Mr. Khalil",
+            "Weir, Col. John",
+            "Chapman, Mr. Charles Henry",
+            "Kelly, Mr. James",
+            "Mullens, Miss. Katherine \"Katie\"",
+            "Thayer, Mr. John Borland",
+            "Humblen, Mr. Adolf Mathias Nicolai Olsen",
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+            "Silverthorne, Mr. Spencer Victor",
+            "Barbara, Miss. Saiide",
+            "Gallagher, Mr. Martin",
+            "Hansen, Mr. Henrik Juul",
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+            "Kelly, Mrs. Florence \"Fannie\"",
+            "Calderhead, Mr. Edward Pennington",
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+            "Mayne, Mlle. Berthe Antonine (\"Mrs de Villiers\")",
+            "Klaber, Mr. Herman",
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+            "Greenberg, Mr. Samuel",
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+            "McEvoy, Mr. Michael",
+            "Johnson, Mr. Malkolm Joackim",
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+            "Jensen, Mr. Svend Lauritz",
+            "Gillespie, Mr. William Henry",
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+            "Ilmakangas, Miss. Pieta Sofia",
+            "Allen, Miss. Elisabeth Walton",
+            "Hassan, Mr. Houssein G N",
+            "Knight, Mr. Robert J",
+            "Berriman, Mr. William John",
+            "Troupiansky, Mr. Moses Aaron",
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+            "Ford, Mrs. Edward (Margaret Ann Watson)",
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                       {\"responsive\": true}                    ).then(function(){\n",
+       "                            \n",
+       "var gd = document.getElementById('6e88795f-19a5-4c95-8372-531559be7a34');\n",
+       "var x = new MutationObserver(function (mutations, observer) {{\n",
+       "        var display = window.getComputedStyle(gd).display;\n",
+       "        if (!display || display === 'none') {{\n",
+       "            console.log([gd, 'removed!']);\n",
+       "            Plotly.purge(gd);\n",
+       "            observer.disconnect();\n",
+       "        }}\n",
+       "}});\n",
+       "\n",
+       "// Listen for the removal of the full notebook cells\n",
+       "var notebookContainer = gd.closest('#notebook-container');\n",
+       "if (notebookContainer) {{\n",
+       "    x.observe(notebookContainer, {childList: true});\n",
+       "}}\n",
+       "\n",
+       "// Listen for the clearing of the current output cell\n",
+       "var outputEl = gd.closest('.output');\n",
+       "if (outputEl) {{\n",
+       "    x.observe(outputEl, {childList: true});\n",
+       "}}\n",
+       "\n",
+       "                        })                };                });            </script>        </div>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "# Group Analysis<a id='a44772d8-0d9d-48bf-8361-7e82f322abef'>\n",
+       "---"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Missing values for each group"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<style type=\"text/css\">\n",
+       "#T_c523d_row0_col1 {\n",
+       "  color: #333347;\n",
+       "  background-color: #fdd8a6;\n",
+       "}\n",
+       "#T_c523d_row0_col2 {\n",
+       "  color: #d5e4e4;\n",
+       "  background-color: #b20000;\n",
+       "}\n",
+       "#T_c523d_row0_col3 {\n",
+       "  color: #000000;\n",
+       "  background-color: #fff7ec;\n",
+       "}\n",
+       "#T_c523d_row1_col1 {\n",
+       "  color: #21212e;\n",
+       "  background-color: #fee4c0;\n",
+       "}\n",
+       "#T_c523d_row1_col2 {\n",
+       "  color: #879ba7;\n",
+       "  background-color: #f16c4b;\n",
+       "}\n",
+       "#T_c523d_row1_col3 {\n",
+       "  color: #010101;\n",
+       "  background-color: #fff7eb;\n",
+       "}\n",
+       "</style>\n",
+       "<table id=\"T_c523d\">\n",
+       "  <thead>\n",
+       "    <tr>\n",
+       "      <th class=\"blank level0\" >&nbsp;</th>\n",
+       "      <th id=\"T_c523d_level0_col0\" class=\"col_heading level0 col0\" >Group Size</th>\n",
+       "      <th id=\"T_c523d_level0_col1\" class=\"col_heading level0 col1\" >Age</th>\n",
+       "      <th id=\"T_c523d_level0_col2\" class=\"col_heading level0 col2\" >Cabin</th>\n",
+       "      <th id=\"T_c523d_level0_col3\" class=\"col_heading level0 col3\" >Embarked</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th class=\"index_name level0\" >Survived</th>\n",
+       "      <th class=\"blank col0\" >&nbsp;</th>\n",
+       "      <th class=\"blank col1\" >&nbsp;</th>\n",
+       "      <th class=\"blank col2\" >&nbsp;</th>\n",
+       "      <th class=\"blank col3\" >&nbsp;</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th id=\"T_c523d_level0_row0\" class=\"row_heading level0 row0\" >0</th>\n",
+       "      <td id=\"T_c523d_row0_col0\" class=\"data row0 col0\" >549</td>\n",
+       "      <td id=\"T_c523d_row0_col1\" class=\"data row0 col1\" >22.77 %</td>\n",
+       "      <td id=\"T_c523d_row0_col2\" class=\"data row0 col2\" >87.61 %</td>\n",
+       "      <td id=\"T_c523d_row0_col3\" class=\"data row0 col3\" >0.00 %</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th id=\"T_c523d_level0_row1\" class=\"row_heading level0 row1\" >1</th>\n",
+       "      <td id=\"T_c523d_row1_col0\" class=\"data row1 col0\" >342</td>\n",
+       "      <td id=\"T_c523d_row1_col1\" class=\"data row1 col1\" >15.20 %</td>\n",
+       "      <td id=\"T_c523d_row1_col2\" class=\"data row1 col2\" >60.23 %</td>\n",
+       "      <td id=\"T_c523d_row1_col3\" class=\"data row1 col3\" >0.58 %</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n"
+      ],
+      "text/plain": [
+       "<pandas.io.formats.style.Styler at 0x7f81cc3e29d0>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## *PassengerId*"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th># Unique values</th>\n",
+       "      <th>Sum</th>\n",
+       "      <th>Mode</th>\n",
+       "      <th>Mean</th>\n",
+       "      <th>Std</th>\n",
+       "      <th>Mean abs dev</th>\n",
+       "      <th>Median abs dev</th>\n",
+       "      <th>Relative std</th>\n",
+       "      <th>Kurtosis</th>\n",
+       "      <th>Skewness</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Survived</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>549</td>\n",
+       "      <td>245412</td>\n",
+       "      <td>1</td>\n",
+       "      <td>447.02</td>\n",
+       "      <td>260.64</td>\n",
+       "      <td>227.15</td>\n",
+       "      <td>232.02</td>\n",
+       "      <td>0.58</td>\n",
+       "      <td>-1.26</td>\n",
+       "      <td>0.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>342</td>\n",
+       "      <td>151974</td>\n",
+       "      <td>2</td>\n",
+       "      <td>444.37</td>\n",
+       "      <td>252.36</td>\n",
+       "      <td>215.64</td>\n",
+       "      <td>203.00</td>\n",
+       "      <td>0.57</td>\n",
+       "      <td>-1.09</td>\n",
+       "      <td>-0.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "          # Unique values     Sum  Mode    Mean     Std  Mean abs dev  \\\n",
+       "Survived                                                                \n",
+       "0                     549  245412     1  447.02  260.64        227.15   \n",
+       "1                     342  151974     2  444.37  252.36        215.64   \n",
+       "\n",
+       "          Median abs dev  Relative std  Kurtosis  Skewness  \n",
+       "Survived                                                    \n",
+       "0                 232.02          0.58     -1.26       0.0  \n",
+       "1                 203.00          0.57     -1.09      -0.0  "
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
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+       "\n",
+       "    .dataframe thead th {\n",
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Min</th>\n",
+       "      <th>Q1</th>\n",
+       "      <th>Median</th>\n",
+       "      <th>Q3</th>\n",
+       "      <th>Max</th>\n",
+       "      <th>Range</th>\n",
+       "      <th>IQR</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Survived</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>1</td>\n",
+       "      <td>211.00</td>\n",
+       "      <td>455.0</td>\n",
+       "      <td>675.0</td>\n",
+       "      <td>891</td>\n",
+       "      <td>890</td>\n",
+       "      <td>464.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2</td>\n",
+       "      <td>250.75</td>\n",
+       "      <td>439.5</td>\n",
+       "      <td>651.5</td>\n",
+       "      <td>890</td>\n",
+       "      <td>888</td>\n",
+       "      <td>400.75</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "          Min      Q1  Median     Q3  Max  Range     IQR\n",
+       "Survived                                                \n",
+       "0           1  211.00   455.0  675.0  891    890  464.00\n",
+       "1           2  250.75   439.5  651.5  890    888  400.75"
+      ]
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+       "            Plotly.purge(gd);\n",
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+       "    x.observe(notebookContainer, {childList: true});\n",
+       "}}\n",
+       "\n",
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+       "var outputEl = gd.closest('.output');\n",
+       "if (outputEl) {{\n",
+       "    x.observe(outputEl, {childList: true});\n",
+       "}}\n",
+       "\n",
+       "                        })                };                });            </script>        </div>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## *Pclass*"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.plotly.v1+json": {
+       "config": {
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+       "data": [
+        {
+         "marker": {
+          "color": "rgb(228,26,28)"
+         },
+         "name": "0",
+         "opacity": 0.5,
+         "type": "bar",
+         "x": [
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+          3
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+         "y": [
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+          0.1766848816029144,
+          0.6775956284153005
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+        },
+        {
+         "marker": {
+          "color": "rgb(55,126,184)"
+         },
+         "name": "1",
+         "opacity": 0.5,
+         "type": "bar",
+         "x": [
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+          2,
+          3
+         ],
+         "y": [
+          0.39766081871345027,
+          0.2543859649122807,
+          0.347953216374269
+         ]
+        }
+       ],
+       "layout": {
+        "barmode": "group",
+        "template": {
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+          "bar": [
+           {
+            "error_x": {
+             "color": "#2a3f5f"
+            },
+            "error_y": {
+             "color": "#2a3f5f"
+            },
+            "marker": {
+             "line": {
+              "color": "#E5ECF6",
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+              "solidity": 0.2
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+            "type": "bar"
+           }
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+          "barpolar": [
+           {
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+          "carpet": [
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+             "linecolor": "white",
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+             "startlinecolor": "#2a3f5f"
+            },
+            "baxis": {
+             "endlinecolor": "#2a3f5f",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "#2a3f5f"
+            },
+            "type": "carpet"
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+          "choropleth": [
+           {
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+            "type": "choropleth"
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+              "#f0f921"
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+            "type": "contour"
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+          "histogram2d": [
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+              "#7201a8"
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+              "#bd3786"
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+              "#fb9f3a"
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+              0.8888888888888888,
+              "#fdca26"
+             ],
+             [
+              1,
+              "#f0f921"
+             ]
+            ],
+            "type": "histogram2d"
+           }
+          ],
+          "histogram2dcontour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
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+            "type": "mesh3d"
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+           {
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+            "type": "pie"
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+           {
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## *Name*"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "Number of unique values (891) greater than threshold. Not plotting distribution"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## *Sex*"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
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+     "data": {
+      "text/markdown": [
+       "## *Age*"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
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+       "      <th></th>\n",
+       "      <th># Unique values</th>\n",
+       "      <th>Sum</th>\n",
+       "      <th>Mode</th>\n",
+       "      <th>Mean</th>\n",
+       "      <th>Std</th>\n",
+       "      <th>Mean abs dev</th>\n",
+       "      <th>Median abs dev</th>\n",
+       "      <th>Relative std</th>\n",
+       "      <th>Kurtosis</th>\n",
+       "      <th>Skewness</th>\n",
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+       "    <tr>\n",
+       "      <th>Survived</th>\n",
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+       "      <th>0</th>\n",
+       "      <td>77</td>\n",
+       "      <td>12985.50</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>30.63</td>\n",
+       "      <td>14.17</td>\n",
+       "      <td>11.12</td>\n",
+       "      <td>9.50</td>\n",
+       "      <td>0.46</td>\n",
+       "      <td>0.28</td>\n",
+       "      <td>0.59</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>65</td>\n",
+       "      <td>8219.67</td>\n",
+       "      <td>24.0</td>\n",
+       "      <td>28.34</td>\n",
+       "      <td>14.95</td>\n",
+       "      <td>11.72</td>\n",
+       "      <td>9.34</td>\n",
+       "      <td>0.53</td>\n",
+       "      <td>-0.06</td>\n",
+       "      <td>0.18</td>\n",
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+       "          # Unique values       Sum  Mode   Mean    Std  Mean abs dev  \\\n",
+       "Survived                                                                \n",
+       "0                      77  12985.50  21.0  30.63  14.17         11.12   \n",
+       "1                      65   8219.67  24.0  28.34  14.95         11.72   \n",
+       "\n",
+       "          Median abs dev  Relative std  Kurtosis  Skewness  \n",
+       "Survived                                                    \n",
+       "0                   9.50          0.46      0.28      0.59  \n",
+       "1                   9.34          0.53     -0.06      0.18  "
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+       "      <th>Min</th>\n",
+       "      <th>Q1</th>\n",
+       "      <th>Median</th>\n",
+       "      <th>Q3</th>\n",
+       "      <th>Max</th>\n",
+       "      <th>Range</th>\n",
+       "      <th>IQR</th>\n",
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+       "    <tr>\n",
+       "      <th>Survived</th>\n",
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+       "      <th>0</th>\n",
+       "      <td>1.00</td>\n",
+       "      <td>21.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>39.0</td>\n",
+       "      <td>74.0</td>\n",
+       "      <td>73.00</td>\n",
+       "      <td>18.0</td>\n",
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+       "      <th>1</th>\n",
+       "      <td>0.42</td>\n",
+       "      <td>19.0</td>\n",
+       "      <td>28.0</td>\n",
+       "      <td>36.0</td>\n",
+       "      <td>80.0</td>\n",
+       "      <td>79.58</td>\n",
+       "      <td>17.0</td>\n",
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+       "           Min    Q1  Median    Q3   Max  Range   IQR\n",
+       "Survived                                             \n",
+       "0         1.00  21.0    28.0  39.0  74.0  73.00  18.0\n",
+       "1         0.42  19.0    28.0  36.0  80.0  79.58  17.0"
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+     "metadata": {},
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+    {
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+      "text/markdown": [
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+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## *Ticket*"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "Number of unique values (681) greater than threshold. Not plotting distribution"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## *Fare*"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
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+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th># Unique values</th>\n",
+       "      <th>Sum</th>\n",
+       "      <th>Mode</th>\n",
+       "      <th>Mean</th>\n",
+       "      <th>Std</th>\n",
+       "      <th>Mean abs dev</th>\n",
+       "      <th>Median abs dev</th>\n",
+       "      <th>Relative std</th>\n",
+       "      <th>Kurtosis</th>\n",
+       "      <th>Skewness</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Survived</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
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+       "      <th></th>\n",
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+       "  </thead>\n",
+       "  <tbody>\n",
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+       "      <th>0</th>\n",
+       "      <td>177</td>\n",
+       "      <td>12142.72</td>\n",
+       "      <td>8.05</td>\n",
+       "      <td>22.12</td>\n",
+       "      <td>31.39</td>\n",
+       "      <td>17.61</td>\n",
+       "      <td>14.07</td>\n",
+       "      <td>1.42</td>\n",
+       "      <td>26.37</td>\n",
+       "      <td>4.55</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>153</td>\n",
+       "      <td>16551.23</td>\n",
+       "      <td>13.00</td>\n",
+       "      <td>48.40</td>\n",
+       "      <td>66.60</td>\n",
+       "      <td>41.52</td>\n",
+       "      <td>33.31</td>\n",
+       "      <td>1.38</td>\n",
+       "      <td>20.66</td>\n",
+       "      <td>3.86</td>\n",
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+       "          # Unique values       Sum   Mode   Mean    Std  Mean abs dev  \\\n",
+       "Survived                                                                 \n",
+       "0                     177  12142.72   8.05  22.12  31.39         17.61   \n",
+       "1                     153  16551.23  13.00  48.40  66.60         41.52   \n",
+       "\n",
+       "          Median abs dev  Relative std  Kurtosis  Skewness  \n",
+       "Survived                                                    \n",
+       "0                  14.07          1.42     26.37      4.55  \n",
+       "1                  33.31          1.38     20.66      3.86  "
+      ]
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+       "      <th>Min</th>\n",
+       "      <th>Q1</th>\n",
+       "      <th>Median</th>\n",
+       "      <th>Q3</th>\n",
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+       "      <th>0</th>\n",
+       "      <td>0.0</td>\n",
+       "      <td>7.85</td>\n",
+       "      <td>10.5</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>263.00</td>\n",
+       "      <td>263.00</td>\n",
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+       "      <th>1</th>\n",
+       "      <td>0.0</td>\n",
+       "      <td>12.48</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>57.0</td>\n",
+       "      <td>512.33</td>\n",
+       "      <td>512.33</td>\n",
+       "      <td>44.52</td>\n",
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+       "          Min     Q1  Median    Q3     Max   Range    IQR\n",
+       "Survived                                                 \n",
+       "0         0.0   7.85    10.5  26.0  263.00  263.00  18.15\n",
+       "1         0.0  12.48    26.0  57.0  512.33  512.33  44.52"
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                       {\"responsive\": true}                    ).then(function(){\n",
+       "                            \n",
+       "var gd = document.getElementById('e3343c0b-64a7-45cb-bc4c-f4057480911f');\n",
+       "var x = new MutationObserver(function (mutations, observer) {{\n",
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+       "            Plotly.purge(gd);\n",
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+       "}});\n",
+       "\n",
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+       "var notebookContainer = gd.closest('#notebook-container');\n",
+       "if (notebookContainer) {{\n",
+       "    x.observe(notebookContainer, {childList: true});\n",
+       "}}\n",
+       "\n",
+       "// Listen for the clearing of the current output cell\n",
+       "var outputEl = gd.closest('.output');\n",
+       "if (outputEl) {{\n",
+       "    x.observe(outputEl, {childList: true});\n",
+       "}}\n",
+       "\n",
+       "                        })                };                });            </script>        </div>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## *Cabin*"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "Number of unique values (147) greater than threshold. Not plotting distribution"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## *Embarked*"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
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diff --git a/examples/time-series-report-example.ipynb b/examples/time-series-report-example.ipynb
new file mode 100644
index 0000000..314f238
--- /dev/null
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r=l[t],s=null;s=o?i(r,e.range):Math.pow(10,r),n(s)||(s=null),a(u+t,s)}}},84046:function(t,e,r){\"use strict\";var n=r(71828),i=r(89298),a=r(85501),o=r(25625),s=r(50215);function l(t,e,r){function a(r,i){return n.coerce(t,e,s,r,i)}var l=a(\"visible\"),u=a(\"clicktoshow\");if(l||u){o(t,e,r,a);for(var c=e.showarrow,f=[\"x\",\"y\"],h=[-10,-30],p={_fullLayout:r},d=0;d<2;d++){var v=f[d],g=i.coerceRef(t,e,p,v,\"\",\"paper\");if(\"paper\"!==g&&i.getFromId(p,g)._annIndices.push(e._index),i.coercePosition(e,p,a,g,v,.5),c){var y=\"a\"+v,m=i.coerceRef(t,e,p,y,\"pixel\",[\"pixel\",\"paper\"]);\"pixel\"!==m&&m!==g&&(m=e[y]=\"pixel\");var x=\"pixel\"===m?h[d]:.4;i.coercePosition(e,p,a,m,y,x)}a(v+\"anchor\"),a(v+\"shift\")}if(n.noneOrAll(t,e,[\"x\",\"y\"]),c&&n.noneOrAll(t,e,[\"ax\",\"ay\"]),u){var b=a(\"xclick\"),_=a(\"yclick\");e._xclick=void 0===b?e.x:i.cleanPosition(b,p,e.xref),e._yclick=void 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F=e.borderwidth,B=e.borderpad,N=F+B,j=R.append(\"rect\").attr(\"class\",\"bg\").style(\"stroke-width\",F+\"px\").call(u.stroke,e.bordercolor).call(u.fill,e.bgcolor),U=e.width||e.height,V=w._topclips.selectAll(\"#\"+L).data(U?[0]:[]);V.enter().append(\"clipPath\").classed(\"annclip\",!0).attr(\"id\",L).append(\"rect\"),V.exit().remove();var H=e.font,q=w._meta?o.templateString(e.text,w._meta):e.text,G=R.append(\"text\").classed(\"annotation-text\",!0).text(q);k.annotationText?G.call(h.makeEditable,{delegate:R,gd:t}).call(Y).on(\"edit\",(function(r){e.text=r,this.call(Y),S(\"text\",r),y&&y.autorange&&M(y._name+\".autorange\",!0),x&&x.autorange&&M(x._name+\".autorange\",!0),i.call(\"_guiRelayout\",t,E())})):G.call(Y)}else n.selectAll(\"#\"+L).remove();function Z(t){var n={index:r,annotation:e._input,fullAnnotation:e,event:t};return a&&(n.subplotId=a),n}function Y(r){return r.call(c.font,H).attr({\"text-anchor\":{left:\"start\",right:\"end\"}[e.align]||\"middle\"}),h.convertToTspans(r,t,W),r}function W(){var r=G.selectAll(\"a\");1===r.size()&&r.text()===G.text()&&R.insert(\"a\",\":first-child\").attr({\"xlink:xlink:href\":r.attr(\"xlink:href\"),\"xlink:xlink:show\":r.attr(\"xlink:show\")}).style({cursor:\"pointer\"}).node().appendChild(j.node());var n=R.select(\".annotation-text-math-group\"),f=!n.empty(),v=c.bBox((f?n:G).node()),b=v.width,_=v.height,A=e.width||b,z=e.height||_,B=Math.round(A+2*N),H=Math.round(z+2*N);function q(t,e){return\"auto\"===e&&(e=t<1/3?\"left\":t>2/3?\"right\":\"center\"),{center:0,middle:0,left:.5,bottom:-.5,right:-.5,top:.5}[e]}for(var Y=!1,W=[\"x\",\"y\"],X=0;X<W.length;X++){var J,K,$,Q,tt,et=W[X],rt=e[et+\"ref\"]||et,nt=e[\"a\"+et+\"ref\"],it={x:y,y:x}[et],at=(P+(\"x\"===et?0:-90))*Math.PI/180,ot=B*Math.cos(at),st=H*Math.sin(at),lt=Math.abs(ot)+Math.abs(st),ut=e[et+\"anchor\"],ct=e[et+\"shift\"]*(\"x\"===et?1:-1),ft=C[et],ht=l.getRefType(rt);if(it&&\"domain\"!==ht){var pt=it.r2fraction(e[et]);(pt<0||pt>1)&&(nt===rt?((pt=it.r2fraction(e[\"a\"+et]))<0||pt>1)&&(Y=!0):Y=!0),J=it._offset+it.r2p(e[et]),Q=.5}else{var dt=\"domain\"===ht;\"x\"===et?($=e[et],J=dt?it._offset+it._length*$:J=T.l+T.w*$):($=1-e[et],J=dt?it._offset+it._length*$:J=T.t+T.h*$),Q=e.showarrow?.5:$}if(e.showarrow){ft.head=J;var vt=e[\"a\"+et];if(tt=ot*q(.5,e.xanchor)-st*q(.5,e.yanchor),nt===rt){var gt=l.getRefType(nt);\"domain\"===gt?(\"y\"===et&&(vt=1-vt),ft.tail=it._offset+it._length*vt):\"paper\"===gt?\"y\"===et?(vt=1-vt,ft.tail=T.t+T.h*vt):ft.tail=T.l+T.w*vt:ft.tail=it._offset+it.r2p(vt),K=tt}else ft.tail=J+vt,K=tt+vt;ft.text=ft.tail+tt;var yt=w[\"x\"===et?\"width\":\"height\"];if(\"paper\"===rt&&(ft.head=o.constrain(ft.head,1,yt-1)),\"pixel\"===nt){var mt=-Math.max(ft.tail-3,ft.text),xt=Math.min(ft.tail+3,ft.text)-yt;mt>0?(ft.tail+=mt,ft.text+=mt):xt>0&&(ft.tail-=xt,ft.text-=xt)}ft.tail+=ct,ft.head+=ct}else K=tt=lt*q(Q,ut),ft.text=J+tt;ft.text+=ct,tt+=ct,K+=ct,e[\"_\"+et+\"padplus\"]=lt/2+K,e[\"_\"+et+\"padminus\"]=lt/2-K,e[\"_\"+et+\"size\"]=lt,e[\"_\"+et+\"shift\"]=tt}if(Y)R.remove();else{var bt=0,_t=0;if(\"left\"!==e.align&&(bt=(A-b)*(\"center\"===e.align?.5:1)),\"top\"!==e.valign&&(_t=(z-_)*(\"middle\"===e.valign?.5:1)),f)n.select(\"svg\").attr({x:N+bt-1,y:N+_t}).call(c.setClipUrl,U?L:null,t);else{var wt=N+_t-v.top,Tt=N+bt-v.left;G.call(h.positionText,Tt,wt).call(c.setClipUrl,U?L:null,t)}V.select(\"rect\").call(c.setRect,N,N,A,z),j.call(c.setRect,F/2,F/2,B-F,H-F),R.call(c.setTranslate,Math.round(C.x.text-B/2),Math.round(C.y.text-H/2)),I.attr({transform:\"rotate(\"+P+\",\"+C.x.text+\",\"+C.y.text+\")\"});var kt,At=function(r,n){O.selectAll(\".annotation-arrow-g\").remove();var l=C.x.head,f=C.y.head,h=C.x.tail+r,p=C.y.tail+n,v=C.x.text+r,b=C.y.text+n,_=o.rotationXYMatrix(P,v,b),w=o.apply2DTransform(_),A=o.apply2DTransform2(_),L=+j.attr(\"width\"),D=+j.attr(\"height\"),z=v-.5*L,F=z+L,B=b-.5*D,N=B+D,U=[[z,B,z,N],[z,N,F,N],[F,N,F,B],[F,B,z,B]].map(A);if(!U.reduce((function(t,e){return t^!!o.segmentsIntersect(l,f,l+1e6,f+1e6,e[0],e[1],e[2],e[3])}),!1)){U.forEach((function(t){var e=o.segmentsIntersect(h,p,l,f,t[0],t[1],t[2],t[3]);e&&(h=e.x,p=e.y)}));var V=e.arrowwidth,H=e.arrowcolor,q=e.arrowside,G=O.append(\"g\").style({opacity:u.opacity(H)}).classed(\"annotation-arrow-g\",!0),Z=G.append(\"path\").attr(\"d\",\"M\"+h+\",\"+p+\"L\"+l+\",\"+f).style(\"stroke-width\",V+\"px\").call(u.stroke,u.rgb(H));if(g(Z,q,e),k.annotationPosition&&Z.node().parentNode&&!a){var Y=l,W=f;if(e.standoff){var X=Math.sqrt(Math.pow(l-h,2)+Math.pow(f-p,2));Y+=e.standoff*(h-l)/X,W+=e.standoff*(p-f)/X}var J,K,$=G.append(\"path\").classed(\"annotation-arrow\",!0).classed(\"anndrag\",!0).classed(\"cursor-move\",!0).attr({d:\"M3,3H-3V-3H3ZM0,0L\"+(h-Y)+\",\"+(p-W),transform:s(Y,W)}).style(\"stroke-width\",V+6+\"px\").call(u.stroke,\"rgba(0,0,0,0)\").call(u.fill,\"rgba(0,0,0,0)\");d.init({element:$.node(),gd:t,prepFn:function(){var t=c.getTranslate(R);J=t.x,K=t.y,y&&y.autorange&&M(y._name+\".autorange\",!0),x&&x.autorange&&M(x._name+\".autorange\",!0)},moveFn:function(t,r){var n=w(J,K),i=n[0]+t,a=n[1]+r;R.call(c.setTranslate,i,a),S(\"x\",m(y,t,\"x\",T,e)),S(\"y\",m(x,r,\"y\",T,e)),e.axref===e.xref&&S(\"ax\",m(y,t,\"ax\",T,e)),e.ayref===e.yref&&S(\"ay\",m(x,r,\"ay\",T,e)),G.attr(\"transform\",s(t,r)),I.attr({transform:\"rotate(\"+P+\",\"+i+\",\"+a+\")\"})},doneFn:function(){i.call(\"_guiRelayout\",t,E());var 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e=t._fullLayout;e._infolayer.selectAll(\".annotation\").remove();for(var r=0;r<e.annotations.length;r++)e.annotations[r].visible&&y(t,r);return a.previousPromises(t)},drawOne:y,drawRaw:x}},13011:function(t,e,r){\"use strict\";var n=r(39898),i=r(7901),a=r(82884),o=r(71828),s=o.strScale,l=o.strRotate,u=o.strTranslate;t.exports=function(t,e,r){var o,c,f,h,p=t.node(),d=a[r.arrowhead||0],v=a[r.startarrowhead||0],g=(r.arrowwidth||1)*(r.arrowsize||1),y=(r.arrowwidth||1)*(r.startarrowsize||1),m=e.indexOf(\"start\")>=0,x=e.indexOf(\"end\")>=0,b=d.backoff*g+r.standoff,_=v.backoff*y+r.startstandoff;if(\"line\"===p.nodeName){o={x:+t.attr(\"x1\"),y:+t.attr(\"y1\")},c={x:+t.attr(\"x2\"),y:+t.attr(\"y2\")};var w=o.x-c.x,T=o.y-c.y;if(h=(f=Math.atan2(T,w))+Math.PI,b&&_&&b+_>Math.sqrt(w*w+T*T))return void D();if(b){if(b*b>w*w+T*T)return void D();var k=b*Math.cos(f),A=b*Math.sin(f);c.x+=k,c.y+=A,t.attr({x2:c.x,y2:c.y})}if(_){if(_*_>w*w+T*T)return void D();var M=_*Math.cos(f),S=_*Math.sin(f);o.x-=M,o.y-=S,t.attr({x1:o.x,y1:o.y})}}else if(\"path\"===p.nodeName){var E=p.getTotalLength(),L=\"\";if(E<b+_)return void D();var C=p.getPointAtLength(0),P=p.getPointAtLength(.1);f=Math.atan2(C.y-P.y,C.x-P.x),o=p.getPointAtLength(Math.min(_,E)),L=\"0px,\"+_+\"px,\";var O=p.getPointAtLength(E),I=p.getPointAtLength(E-.1);h=Math.atan2(O.y-I.y,O.x-I.x),c=p.getPointAtLength(Math.max(0,E-b)),L+=E-(L?_+b:b)+\"px,\"+E+\"px\",t.style(\"stroke-dasharray\",L)}function D(){t.style(\"stroke-dasharray\",\"0px,100px\")}function z(e,a,o,c){e.path&&(e.noRotate&&(o=0),n.select(p.parentNode).append(\"path\").attr({class:t.attr(\"class\"),d:e.path,transform:u(a.x,a.y)+l(180*o/Math.PI)+s(c)}).style({fill:i.rgb(r.arrowcolor),\"stroke-width\":0}))}m&&z(v,o,f,y),x&&z(d,c,h,g)}},32745:function(t,e,r){\"use strict\";var n=r(92605),i=r(44317);t.exports={moduleType:\"component\",name:\"annotations\",layoutAttributes:r(50215),supplyLayoutDefaults:r(84046),includeBasePlot:r(76325)(\"annotations\"),calcAutorange:r(3749),draw:n.draw,drawOne:n.drawOne,drawRaw:n.drawRaw,hasClickToShow:i.hasClickToShow,onClick:i.onClick,convertCoords:r(94128)}},26997:function(t,e,r){\"use strict\";var n=r(50215),i=r(30962).overrideAll,a=r(44467).templatedArray;t.exports=i(a(\"annotation\",{visible:n.visible,x:{valType:\"any\"},y:{valType:\"any\"},z:{valType:\"any\"},ax:{valType:\"number\"},ay:{valType:\"number\"},xanchor:n.xanchor,xshift:n.xshift,yanchor:n.yanchor,yshift:n.yshift,text:n.text,textangle:n.textangle,font:n.font,width:n.width,height:n.height,opacity:n.opacity,align:n.align,valign:n.valign,bgcolor:n.bgcolor,bordercolor:n.bordercolor,borderpad:n.borderpad,borderwidth:n.borderwidth,showarrow:n.showarrow,arrowcolor:n.arrowcolor,arrowhead:n.arrowhead,startarrowhead:n.startarrowhead,arrowside:n.arrowside,arrowsize:n.arrowsize,startarrowsize:n.startarrowsize,arrowwidth:n.arrowwidth,standoff:n.standoff,startstandoff:n.startstandoff,hovertext:n.hovertext,hoverlabel:n.hoverlabel,captureevents:n.captureevents}),\"calc\",\"from-root\")},5485:function(t,e,r){\"use strict\";var n=r(71828),i=r(89298);function a(t,e){var r=e.fullSceneLayout.domain,a=e.fullLayout._size,o={pdata:null,type:\"linear\",autorange:!1,range:[-1/0,1/0]};t._xa={},n.extendFlat(t._xa,o),i.setConvert(t._xa),t._xa._offset=a.l+r.x[0]*a.w,t._xa.l2p=function(){return.5*(1+t._pdata[0]/t._pdata[3])*a.w*(r.x[1]-r.x[0])},t._ya={},n.extendFlat(t._ya,o),i.setConvert(t._ya),t._ya._offset=a.t+(1-r.y[1])*a.h,t._ya.l2p=function(){return.5*(1-t._pdata[1]/t._pdata[3])*a.h*(r.y[1]-r.y[0])}}t.exports=function(t){for(var e=t.fullSceneLayout.annotations,r=0;r<e.length;r++)a(e[r],t);t.fullLayout._infolayer.selectAll(\".annotation-\"+t.id).remove()}},20226:function(t,e,r){\"use strict\";var n=r(71828),i=r(89298),a=r(85501),o=r(25625),s=r(26997);function l(t,e,r,a){function l(r,i){return n.coerce(t,e,s,r,i)}function u(t){var n=t+\"axis\",a={_fullLayout:{}};return 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n=r(39898),i=r(92770),a=r(84267),o=r(71828),s=o.strTranslate,l=o.strRotate,u=r(11086),c=r(63893),f=r(39918),h=r(91424),p=r(7901),d=r(28569),v=r(89298),g=r(73972),y=r(23469),m=r(26675),x=r(99017),b=r(43969),_=m.YANGLE,w=Math.PI*_/180,T=1/Math.sin(w),k=Math.cos(w),A=Math.sin(w),M=m.HOVERARROWSIZE,S=m.HOVERTEXTPAD,E={box:!0,ohlc:!0,violin:!0,candlestick:!0},L={scatter:!0,scattergl:!0,splom:!0};function C(t){return[t.trace.index,t.index,t.x0,t.y0,t.name,t.attr,t.xa?t.xa._id:\"\",t.ya?t.ya._id:\"\"].join(\",\")}e.hover=function(t,e,r,a){t=o.getGraphDiv(t);var s=e.target;o.throttle(t._fullLayout._uid+m.HOVERID,m.HOVERMINTIME,(function(){!function(t,e,r,a,s){r||(r=\"xy\");var l=Array.isArray(r)?r:[r],c=t._fullLayout,h=c._plots||[],v=h[r],m=c._has(\"cartesian\");if(v){var x=v.overlays.map((function(t){return t.id}));l=l.concat(x)}for(var b=l.length,_=new Array(b),w=new Array(b),k=!1,A=0;A<b;A++){var S=l[A];if(h[S])k=!0,_[A]=h[S].xaxis,w[A]=h[S].yaxis;else{if(!c[S]||!c[S]._subplot)return void 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ct=o.apply3DTransform(c._invTransform)(st,lt);if(st=ct[0],lt=ct[1],st<0||st>_[0]._length||lt<0||lt>w[0]._length)return d.unhoverRaw(t,e)}else st=\"xpx\"in e?e.xpx:_[0]._length/2,lt=\"ypx\"in e?e.ypx:w[0]._length/2;if(e.pointerX=st+_[0]._offset,e.pointerY=lt+w[0]._offset,q=\"xval\"in e?y.flat(l,e.xval):y.p2c(_,st),G=\"yval\"in e?y.flat(l,e.yval):y.p2c(w,lt),!i(q[0])||!i(G[0]))return o.warn(\"Fx.hover failed\",e,t),d.unhoverRaw(t,e)}var ft=1/0;function ht(t,r){for(Y=0;Y<it.length;Y++)if((W=it[Y])&&W[0]&&W[0].trace&&!0===(X=W[0].trace).visible&&0!==X._length&&-1===[\"carpet\",\"contourcarpet\"].indexOf(X._module.name)){if(\"splom\"===X.type?J=l[K=0]:(J=y.getSubplot(X),K=l.indexOf(J)),$=I,y.isUnifiedHover($)&&($=$.charAt(0)),et={cd:W,trace:X,xa:_[K],ya:w[K],maxHoverDistance:N,maxSpikeDistance:H,index:!1,distance:Math.min(ft,N),spikeDistance:1/0,xSpike:void 0,ySpike:void 0,color:p.defaultLine,name:X.name,x0:void 0,x1:void 0,y0:void 0,y1:void 0,xLabelVal:void 0,yLabelVal:void 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data\"!==t.xa.spikesnap}));if(d.length){var v=d[0];i(v.x0)&&i(v.y0)&&(h=dt(v),(!at.vLinePoint||at.vLinePoint.spikeDistance>h.spikeDistance)&&(at.vLinePoint=h))}var g=f.filter((function(t){return t.ya.showspikes&&\"hovered data\"!==t.ya.spikesnap}));if(g.length){var x=g[0];i(x.x0)&&i(x.y0)&&(h=dt(x),(!at.hLinePoint||at.hLinePoint.spikeDistance>h.spikeDistance)&&(at.hLinePoint=h))}}}}}function pt(t,e,r){for(var n,i=null,a=1/0,o=0;o<t.length;o++)n=t[o].spikeDistance,r&&0===o&&(n=-1/0),n<=a&&n<=e&&(i=t[o],a=n);return i}function dt(t){return t?{xa:t.xa,ya:t.ya,x:void 0!==t.xSpike?t.xSpike:(t.x0+t.x1)/2,y:void 0!==t.ySpike?t.ySpike:(t.y0+t.y1)/2,distance:t.distance,spikeDistance:t.spikeDistance,curveNumber:t.trace.index,color:t.color,pointNumber:t.index}:null}ht();var vt={fullLayout:c,container:c._hoverlayer,event:e},gt=t._spikepoints,yt={vLinePoint:at.vLinePoint,hLinePoint:at.hLinePoint};t._spikepoints=yt;var mt=function(){nt.sort((function(t,e){return t.distance-e.distance})),nt=function(t,e){for(var r=e.charAt(0),n=[],i=[],a=[],o=0;o<t.length;o++){var s=t[o];g.traceIs(s.trace,\"bar-like\")||g.traceIs(s.trace,\"box-violin\")?a.push(s):s.trace[r+\"period\"]?i.push(s):n.push(s)}return n.concat(i).concat(a)}(nt,I)};mt();var xt=I.charAt(0),bt=(\"x\"===xt||\"y\"===xt)&&nt[0]&&L[nt[0].trace.type];if(m&&0!==H&&0!==nt.length){var _t=pt(nt.filter((function(t){return t.ya.showspikes})),H,bt);at.hLinePoint=dt(_t);var wt=pt(nt.filter((function(t){return t.xa.showspikes})),H,bt);at.vLinePoint=dt(wt)}if(0===nt.length){var Tt=d.unhoverRaw(t,e);return!m||null===at.hLinePoint&&null===at.vLinePoint||B(gt)&&F(t,at,vt),Tt}if(m&&B(gt)&&F(t,at,vt),y.isXYhover($)&&0!==nt[0].length&&\"splom\"!==nt[0].trace.type){var kt=nt[0],At=(nt=E[kt.trace.type]?nt.filter((function(t){return t.trace.index===kt.trace.index})):[kt]).length;ht(j(\"x\",kt,c),j(\"y\",kt,c));var Mt,St=[],Et={},Lt=0,Ct=function(t){var e=E[t.trace.type]?C(t):t.trace.index;if(Et[e]){var r=Et[e]-1,n=St[r];r>0&&Math.abs(t.distance)<Math.abs(n.distance)&&(St[r]=t)}else Lt++,Et[e]=Lt,St.push(t)};for(Mt=0;Mt<At;Mt++)Ct(nt[Mt]);for(Mt=nt.length-1;Mt>At-1;Mt--)Ct(nt[Mt]);nt=St,mt()}var Pt=t._hoverdata,Ot=[],It=U(t),Dt=V(t);for(Z=0;Z<nt.length;Z++){var zt=nt[Z],Rt=y.makeEventData(zt,zt.trace,zt.cd);if(!1!==zt.hovertemplate){var Ft=!1;zt.cd[zt.index]&&zt.cd[zt.index].ht&&(Ft=zt.cd[zt.index].ht),zt.hovertemplate=Ft||zt.trace.hovertemplate||!1}if(zt.xa&&zt.ya){var Bt=zt.x0+zt.xa._offset,Nt=zt.x1+zt.xa._offset,jt=zt.y0+zt.ya._offset,Ut=zt.y1+zt.ya._offset,Vt=Math.min(Bt,Nt),Ht=Math.max(Bt,Nt),qt=Math.min(jt,Ut),Gt=Math.max(jt,Ut);Rt.bbox={x0:Vt+Dt,x1:Ht+Dt,y0:qt+It,y1:Gt+It}}zt.eventData=[Rt],Ot.push(Rt)}t._hoverdata=Ot;var Zt=\"y\"===I&&(it.length>1||nt.length>1)||\"closest\"===I&&ot&&nt.length>1,Yt=p.combine(c.plot_bgcolor||p.background,c.paper_bgcolor),Wt=O(nt,{gd:t,hovermode:I,rotateLabels:Zt,bgColor:Yt,container:c._hoverlayer,outerContainer:c._paper.node(),commonLabelOpts:c.hoverlabel,hoverdistance:c.hoverdistance}),Xt=Wt.hoverLabels;if(y.isUnifiedHover(I)||(function(t,e,r,n){var i,a,o,s,l,u,c,f=e?\"xa\":\"ya\",h=e?\"ya\":\"xa\",p=0,d=1,v=t.size(),g=new Array(v),y=0,m=n.minX,x=n.maxX,b=n.minY,_=n.maxY,w=function(t){return t*r._invScaleX},k=function(t){return t*r._invScaleY};function A(t){var e=t[0],r=t[t.length-1];if(a=e.pmin-e.pos-e.dp+e.size,o=r.pos+r.dp+r.size-e.pmax,a>.01){for(l=t.length-1;l>=0;l--)t[l].dp+=a;i=!1}if(!(o<.01)){if(a<-.01){for(l=t.length-1;l>=0;l--)t[l].dp-=o;i=!1}if(i){var n=0;for(s=0;s<t.length;s++)(u=t[s]).pos+u.dp+u.size>e.pmax&&n++;for(s=t.length-1;s>=0&&!(n<=0);s--)(u=t[s]).pos>e.pmax-1&&(u.del=!0,n--);for(s=0;s<t.length&&!(n<=0);s++)if((u=t[s]).pos<e.pmin+1)for(u.del=!0,n--,o=2*u.size,l=t.length-1;l>=0;l--)t[l].dp-=o;for(s=t.length-1;s>=0&&!(n<=0);s--)(u=t[s]).pos+u.dp+u.size>e.pmax&&(u.del=!0,n--)}}}for(t.each((function(t){var n=t[f],i=t[h],a=\"x\"===n._id.charAt(0),o=n.range;0===y&&o&&o[0]>o[1]!==a&&(d=-1);var s=0,l=a?r.width:r.height;if(\"x\"===r.hovermode||\"y\"===r.hovermode){var u,c,p=D(t,e),v=t.anchor,A=\"end\"===v?-1:1;if(\"middle\"===v)c=(u=t.crossPos+(a?k(p.y-t.by/2):w(t.bx/2+t.tx2width/2)))+(a?k(t.by):w(t.bx));else if(a)c=(u=t.crossPos+k(M+p.y)-k(t.by/2-M))+k(t.by);else{var S=w(A*M+p.x),E=S+w(A*t.bx);u=t.crossPos+Math.min(S,E),c=t.crossPos+Math.max(S,E)}a?void 0!==b&&void 0!==_&&Math.min(c,_)-Math.max(u,b)>1&&(\"left\"===i.side?(s=i._mainLinePosition,l=r.width):l=i._mainLinePosition):void 0!==m&&void 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Jt=g.getComponentMethod(\"annotations\",\"hasClickToShow\")(t,Ot);f(n.select(s),Jt?\"pointer\":\"\")}s&&!a&&function(t,e,r){if(!r||r.length!==t._hoverdata.length)return!0;for(var n=r.length-1;n>=0;n--){var i=r[n],a=t._hoverdata[n];if(i.curveNumber!==a.curveNumber||String(i.pointNumber)!==String(a.pointNumber)||String(i.pointNumbers)!==String(a.pointNumbers))return!0}return!1}(t,0,Pt)&&(Pt&&t.emit(\"plotly_unhover\",{event:e,points:Pt}),t.emit(\"plotly_hover\",{event:e,points:t._hoverdata,xaxes:_,yaxes:w,xvals:q,yvals:G}))}(t,e,r,a,s)}))},e.loneHover=function(t,e){var r=!0;Array.isArray(t)||(r=!1,t=[t]);var i=e.gd,a=U(i),o=V(i),s=O(t.map((function(t){var r=t._x0||t.x0||t.x||0,n=t._x1||t.x1||t.x||0,s=t._y0||t.y0||t.y||0,l=t._y1||t.y1||t.y||0,u=t.eventData;if(u){var c=Math.min(r,n),f=Math.max(r,n),h=Math.min(s,l),d=Math.max(s,l),v=t.trace;if(g.traceIs(v,\"gl3d\")){var y=i._fullLayout[v.scene]._scene.container,m=y.offsetLeft,x=y.offsetTop;c+=m,f+=m,h+=x,d+=x}u.bbox={x0:c+o,x1:f+o,y0:h+a,y1:d+a},e.inOut_bbox&&e.inOut_bbox.push(u.bbox)}else u=!1;return{color:t.color||p.defaultLine,x0:t.x0||t.x||0,x1:t.x1||t.x||0,y0:t.y0||t.y||0,y1:t.y1||t.y||0,xLabel:t.xLabel,yLabel:t.yLabel,zLabel:t.zLabel,text:t.text,name:t.name,idealAlign:t.idealAlign,borderColor:t.borderColor,fontFamily:t.fontFamily,fontSize:t.fontSize,fontColor:t.fontColor,nameLength:t.nameLength,textAlign:t.textAlign,trace:t.trace||{index:0,hoverinfo:\"\"},xa:{_offset:0},ya:{_offset:0},index:0,hovertemplate:t.hovertemplate||!1,hovertemplateLabels:t.hovertemplateLabels||!1,eventData:u}})),{gd:i,hovermode:\"closest\",rotateLabels:!1,bgColor:e.bgColor||p.background,container:n.select(e.container),outerContainer:e.outerContainer||e.container}).hoverLabels,l=0,u=0;return s.sort((function(t,e){return t.y0-e.y0})).each((function(t,r){var n=t.y0-t.by/2;t.offset=n-5<l?l-n+5:0,l=n+t.by+t.offset,r===e.anchorIndex&&(u=t.offset)})).each((function(t){t.offset-=u})),z(s,!1,i._fullLayout._invScaleX,i._fullLayout._invScaleY),r?s:s.node()};var P=/<extra>([\\s\\S]*)<\\/extra>/;function O(t,e){var r=e.gd,i=r._fullLayout,a=e.hovermode,u=e.rotateLabels,f=e.bgColor,d=e.container,v=e.outerContainer,w=e.commonLabelOpts||{};if(0===t.length)return[[]];var T=e.fontFamily||m.HOVERFONT,k=e.fontSize||m.HOVERFONTSIZE,A=t[0],E=A.xa,L=A.ya,P=a.charAt(0),O=P+\"Label\",D=A[O];if(void 0===D&&\"multicategory\"===E.type)for(var z=0;z<t.length&&void 0===(D=t[z][O]);z++);var R=H(r,v),F=R.top,B=R.width,N=R.height,j=void 0!==D&&A.distance<=e.hoverdistance&&(\"x\"===a||\"y\"===a);if(j){var U,V,q=!0;for(U=0;U<t.length;U++)if(q&&void 0===t[U].zLabel&&(q=!1),V=t[U].hoverinfo||t[U].trace.hoverinfo){var G=Array.isArray(V)?V:V.split(\"+\");if(-1===G.indexOf(\"all\")&&-1===G.indexOf(a)){j=!1;break}}q&&(j=!1)}var 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n,i,o=r.container,s=r.fullLayout,l=s._size,u=r.event,c=!!e.hLinePoint,f=!!e.vLinePoint;if(o.selectAll(\".spikeline\").remove(),f||c){var d=p.combine(s.plot_bgcolor,s.paper_bgcolor);if(c){var g,y,m=e.hLinePoint;n=m&&m.xa,\"cursor\"===(i=m&&m.ya).spikesnap?(g=u.pointerX,y=u.pointerY):(g=n._offset+m.x,y=i._offset+m.y);var x,b,_=a.readability(m.color,d)<1.5?p.contrast(d):m.color,w=i.spikemode,T=i.spikethickness,k=i.spikecolor||_,A=v.getPxPosition(t,i);if(-1!==w.indexOf(\"toaxis\")||-1!==w.indexOf(\"across\")){if(-1!==w.indexOf(\"toaxis\")&&(x=A,b=g),-1!==w.indexOf(\"across\")){var 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n=r(41940),i=r(22399),a=(0,r(44467).templatedArray)(\"button\",{visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},step:{valType:\"enumerated\",values:[\"month\",\"year\",\"day\",\"hour\",\"minute\",\"second\",\"all\"],dflt:\"month\",editType:\"plot\"},stepmode:{valType:\"enumerated\",values:[\"backward\",\"todate\"],dflt:\"backward\",editType:\"plot\"},count:{valType:\"number\",min:0,dflt:1,editType:\"plot\"},label:{valType:\"string\",editType:\"plot\"},editType:\"plot\"});t.exports={visible:{valType:\"boolean\",editType:\"plot\"},buttons:a,x:{valType:\"number\",min:-2,max:3,editType:\"plot\"},xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"left\",editType:\"plot\"},y:{valType:\"number\",min:-2,max:3,editType:\"plot\"},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],dflt:\"bottom\",editType:\"plot\"},font:n({editType:\"plot\"}),bgcolor:{valType:\"color\",dflt:i.lightLine,editType:\"plot\"},activecolor:{valType:\"color\",editType:\"plot\"},bordercolor:{valType:\"color\",dflt:i.defaultLine,editType:\"plot\"},borderwidth:{valType:\"number\",min:0,dflt:0,editType:\"plot\"},editType:\"plot\"}},89573:function(t){\"use 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i,a;l.ensureSingle(t,\"text\",\"selector-text\",(function(t){t.attr(\"text-anchor\",\"middle\")})).call(s.font,e.font).text((i=r,a=n._fullLayout._meta,i.label?a?l.templateString(i.label,a):i.label:\"all\"===i.step?\"all\":i.count+i.step.charAt(0))).call((function(t){c.convertToTspans(t,n)}))}t.exports=function(t){var e=t._fullLayout._infolayer.selectAll(\".rangeselector\").data(function(t){for(var e=f.list(t,\"x\",!0),r=[],n=0;n<e.length;n++){var i=e[n];i.rangeselector&&i.rangeselector.visible&&r.push(i)}return r}(t),m);e.enter().append(\"g\").classed(\"rangeselector\",!0),e.exit().remove(),e.style({cursor:\"pointer\",\"pointer-events\":\"all\"}),e.each((function(e){var r=n.select(this),o=e,f=o.rangeselector,h=r.selectAll(\"g.button\").data(l.filterVisible(f.buttons));h.enter().append(\"g\").classed(\"button\",!0),h.exit().remove(),h.each((function(e){var r=n.select(this),a=y(o,e);e._isActive=function(t,e,r){if(\"all\"===e.step)return!0===t.autorange;var n=Object.keys(r);return t.range[0]===r[n[0]]&&t.range[1]===r[n[1]]}(o,e,a),r.call(x,f,e),r.call(b,f,e,t),r.on(\"click\",(function(){t._dragged||i.call(\"_guiRelayout\",t,a)})),r.on(\"mouseover\",(function(){e._isHovered=!0,r.call(x,f,e)})),r.on(\"mouseout\",(function(){e._isHovered=!1,r.call(x,f,e)}))})),function(t,e,r,i,o){var f=0,h=0,y=r.borderwidth;e.each((function(){var t=n.select(this).select(\".selector-text\"),e=r.font.size*p,i=Math.max(e*c.lineCount(t),16)+3;h=Math.max(h,i)})),e.each((function(){var t=n.select(this),e=t.select(\".selector-rect\"),i=t.select(\".selector-text\"),a=i.node()&&s.bBox(i.node()).width,o=r.font.size*p,l=c.lineCount(i),d=Math.max(a+10,g.minButtonWidth);t.attr(\"transform\",u(y+f,y)),e.attr({x:0,y:0,width:d,height:h}),c.positionText(i,d/2,h/2-(l-1)*o/2+3),f+=d+5}));var m=t._fullLayout._size,x=m.l+m.w*r.x,b=m.t+m.h*(1-r.y),_=\"left\";l.isRightAnchor(r)&&(x-=f,_=\"right\"),l.isCenterAnchor(r)&&(x-=f/2,_=\"center\");var w=\"top\";l.isBottomAnchor(r)&&(b-=h,w=\"bottom\"),l.isMiddleAnchor(r)&&(b-=h/2,w=\"middle\"),f=Math.ceil(f),h=Math.ceil(h),x=Math.round(x),b=Math.round(b),a.autoMargin(t,i+\"-range-selector\",{x:r.x,y:r.y,l:f*d[_],r:f*v[_],b:h*v[w],t:h*d[w]}),o.attr(\"transform\",u(x,b))}(t,h,f,o._name,r)}))}},70565:function(t,e,r){\"use strict\";var n=r(81041),i=r(71828).titleCase;t.exports=function(t,e){var r=t._name,a={};if(\"all\"===e.step)a[r+\".autorange\"]=!0;else{var o=function(t,e){var r,a=t.range,o=new Date(t.r2l(a[1])),s=e.step,l=n[\"utc\"+i(s)],u=e.count;switch(e.stepmode){case\"backward\":r=t.l2r(+l.offset(o,-u));break;case\"todate\":var c=l.offset(o,-u);r=t.l2r(+l.ceil(c))}return[r,a[1]]}(t,e);a[r+\".range[0]\"]=o[0],a[r+\".range[1]\"]=o[1]}return a}},97218:function(t,e,r){\"use strict\";t.exports={moduleType:\"component\",name:\"rangeselector\",schema:{subplots:{xaxis:{rangeselector:r(37113)}}},layoutAttributes:r(37113),handleDefaults:r(28674),draw:r(21598)}},75148:function(t,e,r){\"use 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n=r(71828),i=r(44467),a=r(41675),o=r(75148),s=r(47850);t.exports=function(t,e,r){var l=t[r],u=e[r];if(l.rangeslider||e._requestRangeslider[u._id]){n.isPlainObject(l.rangeslider)||(l.rangeslider={});var c,f,h=l.rangeslider,p=i.newContainer(u,\"rangeslider\");if(_(\"visible\")){_(\"bgcolor\",e.plot_bgcolor),_(\"bordercolor\"),_(\"borderwidth\"),_(\"thickness\"),_(\"autorange\",!u.isValidRange(h.range)),_(\"range\");var d=e._subplots;if(d)for(var v=d.cartesian.filter((function(t){return t.substr(0,t.indexOf(\"y\"))===a.name2id(r)})).map((function(t){return t.substr(t.indexOf(\"y\"),t.length)})),g=n.simpleMap(v,a.id2name),y=0;y<g.length;y++){var m=g[y];c=h[m]||{},f=i.newContainer(p,m,\"yaxis\");var x,b=e[m];c.range&&b.isValidRange(c.range)&&(x=\"fixed\"),\"match\"!==w(\"rangemode\",x)&&w(\"range\",b.range.slice())}p._input=h}}function _(t,e){return n.coerce(h,p,o,t,e)}function w(t,e){return n.coerce(c,f,s,t,e)}}},72413:function(t,e,r){\"use strict\";var 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x(t,e,r,n,i){o.ensureSingle(t,\"rect\",v.maskMinClassName,(function(t){t.attr({x:0,y:0,\"shape-rendering\":\"crispEdges\"})})).attr(\"height\",n._height).call(u.fill,v.maskColor),o.ensureSingle(t,\"rect\",v.maskMaxClassName,(function(t){t.attr({y:0,\"shape-rendering\":\"crispEdges\"})})).attr(\"height\",n._height).call(u.fill,v.maskColor),\"match\"!==i.rangemode&&(o.ensureSingle(t,\"rect\",v.maskMinOppAxisClassName,(function(t){t.attr({y:0,\"shape-rendering\":\"crispEdges\"})})).attr(\"width\",n._width).call(u.fill,v.maskOppAxisColor),o.ensureSingle(t,\"rect\",v.maskMaxOppAxisClassName,(function(t){t.attr({y:0,\"shape-rendering\":\"crispEdges\"})})).attr(\"width\",n._width).style(\"border-top\",v.maskOppBorder).call(u.fill,v.maskOppAxisColor))}function b(t,e,r,n){e._context.staticPlot||o.ensureSingle(t,\"rect\",v.slideBoxClassName,(function(t){t.attr({y:0,cursor:v.slideBoxCursor,\"shape-rendering\":\"crispEdges\"})})).attr({height:n._height,fill:v.slideBoxFill})}function _(t,e,r,n){var i=o.ensureSingle(t,\"g\",v.grabberMinClassName),a=o.ensureSingle(t,\"g\",v.grabberMaxClassName),s={x:0,width:v.handleWidth,rx:v.handleRadius,fill:u.background,stroke:u.defaultLine,\"stroke-width\":v.handleStrokeWidth,\"shape-rendering\":\"crispEdges\"},l={y:Math.round(n._height/4),height:Math.round(n._height/2)};o.ensureSingle(i,\"rect\",v.handleMinClassName,(function(t){t.attr(s)})).attr(l),o.ensureSingle(a,\"rect\",v.handleMaxClassName,(function(t){t.attr(s)})).attr(l);var c={width:v.grabAreaWidth,x:0,y:0,fill:v.grabAreaFill,cursor:e._context.staticPlot?void 0:v.grabAreaCursor};o.ensureSingle(i,\"rect\",v.grabAreaMinClassName,(function(t){t.attr(c)})).attr(\"height\",n._height),o.ensureSingle(a,\"rect\",v.grabAreaMaxClassName,(function(t){t.attr(c)})).attr(\"height\",n._height)}t.exports=function(t){for(var e=t._fullLayout,r=e._rangeSliderData,a=0;a<r.length;a++){var l=r[a][v.name];l._clipId=l._id+\"-\"+e._uid}var u=e._infolayer.selectAll(\"g.\"+v.containerClassName).data(r,(function(t){return t._name}));u.exit().each((function(t){var r=t[v.name];e._topdefs.select(\"#\"+r._clipId).remove()})).remove(),0!==r.length&&(u.enter().append(\"g\").classed(v.containerClassName,!0).attr(\"pointer-events\",\"all\"),u.each((function(r){var a=n.select(this),l=r[v.name],u=e[h.id2name(r.anchor)],f=l[h.id2name(r.anchor)];if(l.range){var w,T=o.simpleMap(l.range,r.r2l),k=o.simpleMap(r.range,r.r2l);w=k[0]<k[1]?[Math.min(T[0],k[0]),Math.max(T[1],k[1])]:[Math.max(T[0],k[0]),Math.min(T[1],k[1])],l.range=l._input.range=o.simpleMap(w,r.l2r)}r.cleanRange(\"rangeslider.range\");var A=e._size,M=r.domain;l._width=A.w*(M[1]-M[0]);var S=Math.round(A.l+A.w*M[0]),E=Math.round(A.t+A.h*(1-r._counterDomainMin)+(\"bottom\"===r.side?r._depth:0)+l._offsetShift+v.extraPad);a.attr(\"transform\",s(S,E)),l._rl=o.simpleMap(l.range,r.r2l);var L=l._rl[0],C=l._rl[1],P=C-L;if(l.p2d=function(t){return t/l._width*P+L},l.d2p=function(t){return(t-L)/P*l._width},r.rangebreaks){var O=r.locateBreaks(L,C);if(O.length){var I,D,z=0;for(I=0;I<O.length;I++)z+=(D=O[I]).max-D.min;var R=l._width/(C-L-z),F=[-R*L];for(I=0;I<O.length;I++)D=O[I],F.push(F[F.length-1]-R*(D.max-D.min));for(l.d2p=function(t){for(var e=F[0],r=0;r<O.length;r++){var n=O[r];if(t>=n.max)e=F[r+1];else if(t<n.min)break}return e+R*t},I=0;I<O.length;I++)(D=O[I]).pmin=l.d2p(D.min),D.pmax=l.d2p(D.max);l.p2d=function(t){for(var e=F[0],r=0;r<O.length;r++){var n=O[r];if(t>=n.pmax)e=F[r+1];else if(t<n.pmin)break}return(t-e)/R}}}if(\"match\"!==f.rangemode){var B=u.r2l(f.range[0]),N=u.r2l(f.range[1])-B;l.d2pOppAxis=function(t){return(t-B)/N*l._height}}a.call(g,t,r,l).call(y,t,r,l).call(m,t,r,l).call(x,t,r,l,f).call(b,t,r,l).call(_,t,r,l),function(t,e,r,a){if(!e._context.staticPlot){var s=t.select(\"rect.\"+v.slideBoxClassName).node(),l=t.select(\"rect.\"+v.grabAreaMinClassName).node(),u=t.select(\"rect.\"+v.grabAreaMaxClassName).node();t.on(\"mousedown\",c),t.on(\"touchstart\",c)}function c(){var c=n.event,f=c.target,h=c.clientX||c.touches[0].clientX,v=h-t.node().getBoundingClientRect().left,g=a.d2p(r._rl[0]),y=a.d2p(r._rl[1]),m=p.coverSlip();function x(t){var c,p,x,b=+(t.clientX||t.touches[0].clientX)-h;switch(f){case s:if(x=\"ew-resize\",g+b>r._length||y+b<0)return;c=g+b,p=y+b;break;case l:if(x=\"col-resize\",g+b>r._length)return;c=g+b,p=y;break;case u:if(x=\"col-resize\",y+b<0)return;c=g,p=y+b;break;default:x=\"ew-resize\",c=v,p=v+b}if(p<c){var _=p;p=c,c=_}a._pixelMin=c,a._pixelMax=p,d(n.select(m),x),function(t,e,r,n){function a(t){return r.l2r(o.constrain(t,n._rl[0],n._rl[1]))}var s=a(n.p2d(n._pixelMin)),l=a(n.p2d(n._pixelMax));window.requestAnimationFrame((function(){i.call(\"_guiRelayout\",e,r._name+\".range\",[s,l])}))}(0,e,r,a)}function b(){m.removeEventListener(\"mousemove\",x),m.removeEventListener(\"mouseup\",b),this.removeEventListener(\"touchmove\",x),this.removeEventListener(\"touchend\",b),o.removeElement(m)}this.addEventListener(\"touchmove\",x),this.addEventListener(\"touchend\",b),m.addEventListener(\"mousemove\",x),m.addEventListener(\"mouseup\",b)}}(a,t,r,l),function(t,e,r,n,i,a){var l=v.handleWidth/2;function u(t){return o.constrain(t,0,n._width)}function c(t){return o.constrain(t,0,n._height)}function f(t){return o.constrain(t,-l,n._width+l)}var h=u(n.d2p(r._rl[0])),p=u(n.d2p(r._rl[1]));if(t.select(\"rect.\"+v.slideBoxClassName).attr(\"x\",h).attr(\"width\",p-h),t.select(\"rect.\"+v.maskMinClassName).attr(\"width\",h),t.select(\"rect.\"+v.maskMaxClassName).attr(\"x\",p).attr(\"width\",n._width-p),\"match\"!==a.rangemode){var d=n._height-c(n.d2pOppAxis(i._rl[1])),g=n._height-c(n.d2pOppAxis(i._rl[0]));t.select(\"rect.\"+v.maskMinOppAxisClassName).attr(\"x\",h).attr(\"height\",d).attr(\"width\",p-h),t.select(\"rect.\"+v.maskMaxOppAxisClassName).attr(\"x\",h).attr(\"y\",g).attr(\"height\",n._height-g).attr(\"width\",p-h),t.select(\"rect.\"+v.slideBoxClassName).attr(\"y\",d).attr(\"height\",g-d)}var y=.5,m=Math.round(f(h-l))-y,x=Math.round(f(p-l))+y;t.select(\"g.\"+v.grabberMinClassName).attr(\"transform\",s(m,y)),t.select(\"g.\"+v.grabberMaxClassName).attr(\"transform\",s(x,y))}(a,0,r,l,u,f),\"bottom\"===r.side&&c.draw(t,r._id+\"title\",{propContainer:r,propName:r._name+\".title\",placeholder:e._dfltTitle.x,attributes:{x:r._offset+r._length/2,y:E+l._height+l._offsetShift+10+1.5*r.title.font.size,\"text-anchor\":\"middle\"}})})))}},549:function(t,e,r){\"use strict\";var n=r(41675),i=r(63893),a=r(73251),o=r(18783).LINE_SPACING,s=a.name;function l(t){var e=t&&t[s];return e&&e.visible}e.isVisible=l,e.makeData=function(t){var e=n.list({_fullLayout:t},\"x\",!0),r=t.margin,i=[];if(!t._has(\"gl2d\"))for(var a=0;a<e.length;a++){var o=e[a];if(l(o)){i.push(o);var u=o[s];u._id=s+o._id,u._height=(t.height-r.b-r.t)*u.thickness,u._offsetShift=Math.floor(u.borderwidth/2)}}t._rangeSliderData=i},e.autoMarginOpts=function(t,e){var r=t._fullLayout,n=e[s],l=e._id.charAt(0),u=0,c=0;return\"bottom\"===e.side&&(u=e._depth,e.title.text!==r._dfltTitle[l]&&(c=1.5*e.title.font.size+10+n._offsetShift,c+=(e.title.text.match(i.BR_TAG_ALL)||[]).length*e.title.font.size*o)),{x:0,y:e._counterDomainMin,l:0,r:0,t:0,b:n._height+u+Math.max(r.margin.b,c),pad:a.extraPad+2*n._offsetShift}}},13137:function(t,e,r){\"use strict\";var n=r(71828),i=r(75148),a=r(47850),o=r(549);t.exports={moduleType:\"component\",name:\"rangeslider\",schema:{subplots:{xaxis:{rangeslider:n.extendFlat({},i,{yaxis:a})}}},layoutAttributes:r(75148),handleDefaults:r(26377),calcAutorange:r(88443),draw:r(72413),isVisible:o.isVisible,makeData:o.makeData,autoMarginOpts:o.autoMarginOpts}},47850:function(t){\"use strict\";t.exports={_isSubplotObj:!0,rangemode:{valType:\"enumerated\",values:[\"auto\",\"fixed\",\"match\"],dflt:\"match\",editType:\"calc\"},range:{valType:\"info_array\",items:[{valType:\"any\",editType:\"plot\"},{valType:\"any\",editType:\"plot\"}],editType:\"plot\"},editType:\"calc\"}},8389:function(t,e,r){\"use strict\";var n=r(50215),i=r(82196).line,a=r(79952).P,o=r(1426).extendFlat,s=r(30962).overrideAll,l=r(44467).templatedArray;r(24695),t.exports=s(l(\"selection\",{type:{valType:\"enumerated\",values:[\"rect\",\"path\"]},xref:o({},n.xref,{}),yref:o({},n.yref,{}),x0:{valType:\"any\"},x1:{valType:\"any\"},y0:{valType:\"any\"},y1:{valType:\"any\"},path:{valType:\"string\",editType:\"arraydraw\"},opacity:{valType:\"number\",min:0,max:1,dflt:.7,editType:\"arraydraw\"},line:{color:i.color,width:o({},i.width,{min:1,dflt:1}),dash:o({},a,{dflt:\"dot\"})}}),\"arraydraw\",\"from-root\")},34122:function(t){\"use strict\";t.exports={BENDPX:1.5,MINSELECT:12,SELECTDELAY:100,SELECTID:\"-select\"}},59402:function(t,e,r){\"use strict\";var n=r(71828),i=r(89298),a=r(85501),o=r(8389),s=r(30477);function l(t,e,r){function a(r,i){return n.coerce(t,e,o,r,i)}var l=a(\"path\"),u=\"path\"!==a(\"type\",l?\"path\":\"rect\");u&&delete e.path,a(\"opacity\"),a(\"line.color\"),a(\"line.width\"),a(\"line.dash\");for(var c=[\"x\",\"y\"],f=0;f<2;f++){var h,p,d,v=c[f],g={_fullLayout:r},y=i.coerceRef(t,e,g,v);if((h=i.getFromId(g,y))._selectionIndices.push(e._index),d=s.rangeToShapePosition(h),p=s.shapePositionToRange(h),u){var m=v+\"0\",x=v+\"1\",b=t[m],_=t[x];t[m]=p(t[m],!0),t[x]=p(t[x],!0),i.coercePosition(e,g,a,y,m),i.coercePosition(e,g,a,y,x);var w=e[m],T=e[x];void 0!==w&&void 0!==T&&(e[m]=d(w),e[x]=d(T),t[m]=b,t[x]=_)}}u&&n.noneOrAll(t,e,[\"x0\",\"x1\",\"y0\",\"y1\"])}t.exports=function(t,e){a(t,e,{name:\"selections\",handleItemDefaults:l});for(var r=e.selections,n=0;n<r.length;n++){var i=r[n];i&&void 0===i.path&&(void 0!==i.x0&&void 0!==i.x1&&void 0!==i.y0&&void 0!==i.y1||(e.selections[n]=null))}}},32485:function(t,e,r){\"use strict\";var n=r(60165).readPaths,i=r(42359),a=r(51873).clearOutlineControllers,o=r(7901),s=r(91424),l=r(44467).arrayEditor,u=r(30477),c=u.getPathString;function f(t){var e=t._fullLayout;for(var r in a(t),e._selectionLayer.selectAll(\"path\").remove(),e._plots){var n=e._plots[r].selectionLayer;n&&n.selectAll(\"path\").remove()}for(var i=0;i<e.selections.length;i++)p(t,i)}function h(t){return t._context.editSelection}function p(t,e){t._fullLayout._paperdiv.selectAll('.selectionlayer [data-index=\"'+e+'\"]').remove();var r=u.makeSelectionsOptionsAndPlotinfo(t,e),a=r.options,p=r.plotinfo;a._input&&function(r){var u=c(t,a),g={\"data-index\":e,\"fill-rule\":\"evenodd\",d:u},y=a.opacity,m=\"rgba(0,0,0,0)\",x=a.line.color||o.contrast(t._fullLayout.plot_bgcolor),b=a.line.width,_=a.line.dash;b||(b=5,_=\"solid\");var w=h(t)&&t._fullLayout._activeSelectionIndex===e;w&&(m=t._fullLayout.activeselection.fillcolor,y=t._fullLayout.activeselection.opacity);for(var T=[],k=1;k>=0;k--){var A=r.append(\"path\").attr(g).style(\"opacity\",k?.1:y).call(o.stroke,x).call(o.fill,m).call(s.dashLine,k?\"solid\":_,k?4+b:b);if(d(A,t,a),w){var M=l(t.layout,\"selections\",a);A.style({cursor:\"move\"});var S={element:A.node(),plotinfo:p,gd:t,editHelpers:M,isActiveSelection:!0},E=n(u,t);i(E,A,S)}else A.style(\"pointer-events\",k?\"all\":\"none\");T[k]=A}var L=T[0];T[1].node().addEventListener(\"click\",(function(){return function(t,e){if(h(t)){var r=+e.node().getAttribute(\"data-index\");if(r>=0){if(r===t._fullLayout._activeSelectionIndex)return void v(t);t._fullLayout._activeSelectionIndex=r,t._fullLayout._deactivateSelection=v,f(t)}}}(t,L)}))}(t._fullLayout._selectionLayer)}function d(t,e,r){var n=r.xref+r.yref;s.setClipUrl(t,\"clip\"+e._fullLayout._uid+n,e)}function v(t){h(t)&&t._fullLayout._activeSelectionIndex>=0&&(a(t),delete t._fullLayout._activeSelectionIndex,f(t))}t.exports={draw:f,drawOne:p,activateLastSelection:function(t){if(h(t)){var e=t._fullLayout.selections.length-1;t._fullLayout._activeSelectionIndex=e,t._fullLayout._deactivateSelection=v,f(t)}}}},53777:function(t,e,r){\"use strict\";var n=r(79952).P,i=r(1426).extendFlat;t.exports={newselection:{mode:{valType:\"enumerated\",values:[\"immediate\",\"gradual\"],dflt:\"immediate\",editType:\"none\"},line:{color:{valType:\"color\",editType:\"none\"},width:{valType:\"number\",min:1,dflt:1,editType:\"none\"},dash:i({},n,{dflt:\"dot\",editType:\"none\"}),editType:\"none\"},editType:\"none\"},activeselection:{fillcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"none\"},opacity:{valType:\"number\",min:0,max:1,dflt:.5,editType:\"none\"},editType:\"none\"}}},90849:function(t){\"use strict\";t.exports=function(t,e,r){r(\"newselection.mode\"),r(\"newselection.line.width\")&&(r(\"newselection.line.color\"),r(\"newselection.line.dash\")),r(\"activeselection.fillcolor\"),r(\"activeselection.opacity\")}},35855:function(t,e,r){\"use strict\";var n=r(64505).selectMode,i=r(51873).clearOutline,a=r(60165),o=a.readPaths,s=a.writePaths,l=a.fixDatesForPaths;t.exports=function(t,e){if(t.length){var r=t[0][0];if(r){var a=r.getAttribute(\"d\"),u=e.gd,c=u._fullLayout.newselection,f=e.plotinfo,h=f.xaxis,p=f.yaxis,d=e.isActiveSelection,v=e.dragmode,g=(u.layout||{}).selections||[];if(!n(v)&&void 0!==d){var y=u._fullLayout._activeSelectionIndex;if(y<g.length)switch(u._fullLayout.selections[y].type){case\"rect\":v=\"select\";break;case\"path\":v=\"lasso\"}}var m,x=o(a,u,f,d),b={xref:h._id,yref:p._id,opacity:c.opacity,line:{color:c.line.color,width:c.line.width,dash:c.line.dash}};1===x.length&&(m=x[0]),m&&5===m.length&&\"select\"===v?(b.type=\"rect\",b.x0=m[0][1],b.y0=m[0][2],b.x1=m[2][1],b.y1=m[2][2]):(b.type=\"path\",h&&p&&l(x,h,p),b.path=s(x),m=null),i(u);for(var _=e.editHelpers,w=(_||{}).modifyItem,T=[],k=0;k<g.length;k++){var A=u._fullLayout.selections[k];if(A){if(T[k]=A._input,void 0!==d&&k===u._fullLayout._activeSelectionIndex){var M=b;switch(A.type){case\"rect\":w(\"x0\",M.x0),w(\"x1\",M.x1),w(\"y0\",M.y0),w(\"y1\",M.y1);break;case\"path\":w(\"path\",M.path)}}}else T[k]=A}return void 0===d?(T.push(b),T):_?_.getUpdateObj():{}}}}},75549:function(t,e,r){\"use strict\";var n=r(71828).strTranslate;function i(t,e){switch(t.type){case\"log\":return t.p2d(e);case\"date\":return t.p2r(e,0,t.calendar);default:return t.p2r(e)}}t.exports={p2r:i,r2p:function(t,e){switch(t.type){case\"log\":return t.d2p(e);case\"date\":return t.r2p(e,0,t.calendar);default:return t.r2p(e)}},axValue:function(t){var e=\"y\"===t._id.charAt(0)?1:0;return function(r){return i(t,r[e])}},getTransform:function(t){return n(t.xaxis._offset,t.yaxis._offset)}}},47322:function(t,e,r){\"use strict\";var n=r(32485),i=r(3937);t.exports={moduleType:\"component\",name:\"selections\",layoutAttributes:r(8389),supplyLayoutDefaults:r(59402),supplyDrawNewSelectionDefaults:r(90849),includeBasePlot:r(76325)(\"selections\"),draw:n.draw,drawOne:n.drawOne,reselect:i.reselect,prepSelect:i.prepSelect,clearOutline:i.clearOutline,clearSelectionsCache:i.clearSelectionsCache,selectOnClick:i.selectOnClick}},3937:function(t,e,r){\"use strict\";var n=r(52142),i=r(38258),a=r(73972),o=r(91424).dashStyle,s=r(7901),l=r(30211),u=r(23469).makeEventData,c=r(64505),f=c.freeMode,h=c.rectMode,p=c.drawMode,d=c.openMode,v=c.selectMode,g=r(30477),y=r(21459),m=r(42359),x=r(51873).clearOutline,b=r(60165),_=b.handleEllipse,w=b.readPaths,T=r(90551).newShapes,k=r(35855),A=r(32485).activateLastSelection,M=r(71828),S=M.sorterAsc,E=r(61082),L=r(79990),C=r(41675).getFromId,P=r(33306),O=r(61549).redrawReglTraces,I=r(34122),D=I.MINSELECT,z=E.filter,R=E.tester,F=r(75549),B=F.p2r,N=F.axValue,j=F.getTransform;function U(t){return void 0!==t.subplot}function V(t,e,r,n,i,a,o){var s,l,u,c,f,h,p,v,g,y=e._hoverdata,x=e._fullLayout.clickmode.indexOf(\"event\")>-1,b=[];if(function(t){return t&&Array.isArray(t)&&!0!==t[0].hoverOnBox}(y)){Z(t,e,a);var _=function(t,e){var r,n,i=t[0],a=-1,o=[];for(n=0;n<e.length;n++)if(r=e[n],i.fullData._expandedIndex===r.cd[0].trace._expandedIndex){if(!0===i.hoverOnBox)break;void 0!==i.pointNumber?a=i.pointNumber:void 0!==i.binNumber&&(a=i.binNumber,o=i.pointNumbers);break}return{pointNumber:a,pointNumbers:o,searchInfo:r}}(y,s=X(e,r,n,i));if(_.pointNumbers.length>0?function(t,e){var r,n,i,a=[];for(i=0;i<t.length;i++)(r=t[i]).cd[0].trace.selectedpoints&&r.cd[0].trace.selectedpoints.length>0&&a.push(r);if(1===a.length&&a[0]===e.searchInfo&&(n=e.searchInfo.cd[0].trace).selectedpoints.length===e.pointNumbers.length){for(i=0;i<e.pointNumbers.length;i++)if(n.selectedpoints.indexOf(e.pointNumbers[i])<0)return!1;return!0}return!1}(s,_):function(t){var e,r,n=0;for(r=0;r<t.length;r++)if((e=t[r].cd[0].trace).selectedpoints){if(e.selectedpoints.length>1)return!1;if((n+=e.selectedpoints.length)>1)return!1}return 1===n}(s)&&(h=K(_))){for(o&&o.remove(),g=0;g<s.length;g++)(l=s[g])._module.selectPoints(l,!1);$(e,s),Y(a),x&&ht(e)}else{for(p=t.shiftKey&&(void 0!==h?h:K(_)),u=function(t,e,r){return{pointNumber:t,searchInfo:e,subtract:!!r}}(_.pointNumber,_.searchInfo,p),c=G(a.selectionDefs.concat([u])),g=0;g<s.length;g++)if(f=tt(s[g]._module.selectPoints(s[g],c),s[g]),b.length)for(var w=0;w<f.length;w++)b.push(f[w]);else b=f;if($(e,s,v={points:b}),u&&a&&a.selectionDefs.push(u),o){var T=a.mergedPolygons,k=d(a.dragmode);m(et(T,k),o,a)}x&&ft(e,v)}}}function H(t){return\"pointNumber\"in t&&\"searchInfo\"in t}function q(t){return{xmin:0,xmax:0,ymin:0,ymax:0,pts:[],contains:function(e,r,n,i){var a=t.searchInfo.cd[0].trace._expandedIndex;return i.cd[0].trace._expandedIndex===a&&n===t.pointNumber},isRect:!1,degenerate:!1,subtract:!!t.subtract}}function G(t){if(t.length){for(var e=[],r=H(t[0])?0:t[0][0][0],n=r,i=H(t[0])?0:t[0][0][1],a=i,o=0;o<t.length;o++)if(H(t[o]))e.push(q(t[o]));else{var s=R(t[o]);s.subtract=!!t[o].subtract,e.push(s),r=Math.min(r,s.xmin),n=Math.max(n,s.xmax),i=Math.min(i,s.ymin),a=Math.max(a,s.ymax)}return{xmin:r,xmax:n,ymin:i,ymax:a,pts:[],contains:function(t,r,n,i){for(var a=!1,o=0;o<e.length;o++)e[o].contains(t,r,n,i)&&(a=!e[o].subtract);return a},isRect:!1,degenerate:!1}}}function Z(t,e,r){var n=e._fullLayout,i=r.plotinfo,a=r.dragmode,o=n._lastSelectedSubplot&&n._lastSelectedSubplot===i.id,s=(t.shiftKey||t.altKey)&&!(p(a)&&d(a));o&&s&&i.selection&&i.selection.selectionDefs&&!r.selectionDefs?(r.selectionDefs=i.selection.selectionDefs,r.mergedPolygons=i.selection.mergedPolygons):s&&i.selection||Y(r),o||(x(e),n._lastSelectedSubplot=i.id)}function Y(t,e){var r=t.dragmode,n=t.plotinfo,i=t.gd;(function(t){return t._fullLayout._activeShapeIndex>=0})(i)&&i._fullLayout._deactivateShape(i),function(t){return t._fullLayout._activeSelectionIndex>=0}(i)&&i._fullLayout._deactivateSelection(i);var o=i._fullLayout._zoomlayer,s=p(r),l=v(r);if(s||l){var u,c,f=o.selectAll(\".select-outline-\"+n.id);f&&i._fullLayout._outlining&&(s&&(u=T(f,t)),u&&a.call(\"_guiRelayout\",i,{shapes:u}),l&&!U(t)&&(c=k(f,t)),c&&(i._fullLayout._noEmitSelectedAtStart=!0,a.call(\"_guiRelayout\",i,{selections:c}).then((function(){e&&A(i)}))),i._fullLayout._outlining=!1)}n.selection={},n.selection.selectionDefs=t.selectionDefs=[],n.selection.mergedPolygons=t.mergedPolygons=[]}function W(t){return t._id}function X(t,e,r,n){if(!t.calcdata)return[];var i,a,o,s=[],l=e.map(W),u=r.map(W);for(o=0;o<t.calcdata.length;o++)if(!0===(a=(i=t.calcdata[o])[0].trace).visible&&a._module&&a._module.selectPoints)if(!U({subplot:n})||a.subplot!==n&&a.geo!==n)if(\"splom\"===a.type){if(a._xaxes[l[0]]&&a._yaxes[u[0]]){var c=J(a._module,i,e[0],r[0]);c.scene=t._fullLayout._splomScenes[a.uid],s.push(c)}}else if(\"sankey\"===a.type){var f=J(a._module,i,e[0],r[0]);s.push(f)}else{if(-1===l.indexOf(a.xaxis))continue;if(-1===u.indexOf(a.yaxis))continue;s.push(J(a._module,i,C(t,a.xaxis),C(t,a.yaxis)))}else s.push(J(a._module,i,e[0],r[0]));return s}function J(t,e,r,n){return{_module:t,cd:e,xaxis:r,yaxis:n}}function K(t){var e=t.searchInfo.cd[0].trace,r=t.pointNumber,n=t.pointNumbers,i=n.length>0?n[0]:r;return!!e.selectedpoints&&e.selectedpoints.indexOf(i)>-1}function $(t,e,r){var n,i;for(n=0;n<e.length;n++){var o=e[n].cd[0].trace._fullInput,s=t._fullLayout._tracePreGUI[o.uid]||{};void 0===s.selectedpoints&&(s.selectedpoints=o._input.selectedpoints||null)}if(r){var l=r.points||[];for(n=0;n<e.length;n++)(i=e[n].cd[0].trace)._input.selectedpoints=i._fullInput.selectedpoints=[],i._fullInput!==i&&(i.selectedpoints=[]);for(var u=0;u<l.length;u++){var c=l[u],f=c.data,h=c.fullData,p=c.pointIndex,d=c.pointIndices;d?([].push.apply(f.selectedpoints,d),i._fullInput!==i&&[].push.apply(h.selectedpoints,d)):(f.selectedpoints.push(p),i._fullInput!==i&&h.selectedpoints.push(p))}}else for(n=0;n<e.length;n++)delete(i=e[n].cd[0].trace).selectedpoints,delete i._input.selectedpoints,i._fullInput!==i&&delete i._fullInput.selectedpoints;!function(t,e){for(var r=!1,n=0;n<e.length;n++){var i=e[n],o=i.cd;a.traceIs(o[0].trace,\"regl\")&&(r=!0);var s=i._module,l=s.styleOnSelect||s.style;l&&(l(t,o,o[0].node3),o[0].nodeRangePlot3&&l(t,o,o[0].nodeRangePlot3))}r&&(P(t),O(t))}(t,e)}function Q(t,e,r){for(var i=(r?n.difference:n.union)({regions:t},{regions:[e]}).regions.reverse(),a=0;a<i.length;a++){var o=i[a];o.subtract=st(o,i.slice(0,a))}return i}function tt(t,e){if(Array.isArray(t))for(var r=e.cd,n=e.cd[0].trace,i=0;i<t.length;i++)t[i]=u(t[i],n,r);return t}function et(t,e){for(var r=[],n=0;n<t.length;n++){r[n]=[];for(var 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n=e[r][0].trace,i=t._fullLayout._splomScenes;if(i){var a=i[n.uid];a&&(a.selectBatch=[])}}}(t);for(var O={},I=0;I<P.length;I++){var D=P[I],z=D.indexOf(\"y\"),R=D.slice(0,z),F=D.slice(z),B=o&&s?r:void 0;if(B=at(f,R,F,B)){var N=n;if(!l){var j=C(t,R,\"x\"),U=C(t,F,\"y\");N=X(t,[j],[U],D);for(var V=0;V<N.length;V++){var H=N[V],q=H.cd[0],G=q.trace;if(\"scattergl\"===H._module.name&&!q.t.xpx){var Z=G.x,Y=G.y,W=G._length;q.t.xpx=[],q.t.ypx=[];for(var J=0;J<W;J++)q.t.xpx[J]=j.c2p(Z[J]),q.t.ypx[J]=U.c2p(Y[J])}\"splom\"===H._module.name&&(O[G.uid]||(O[G.uid]=!0))}}var K=rt(B,N);u=u.concat(K),c=c.concat(N)}}var Q={points:u};$(t,c,Q);var tt=h.clickmode.indexOf(\"event\")>-1&&e;if(!a&&e){var et=ot(t,!0);if(et.length){var nt=et[0].xref,pt=et[0].yref;if(nt&&pt){var dt=ut(et);ct([C(t,nt,\"x\"),C(t,pt,\"y\")])(Q,dt)}}t._fullLayout._noEmitSelectedAtStart?t._fullLayout._noEmitSelectedAtStart=!1:tt&&ft(t,Q),h._reselect=!1}if(!a&&h._deselect){var vt=h._deselect;(function(t,e,r){for(var n=0;n<r.length;n++){var i=r[n];if(i.xaxis&&i.xaxis._id===t&&i.yaxis&&i.yaxis._id===e)return!0}return!1})(o=vt.xref,s=vt.yref,c)||it(t,o,s,n),tt&&(Q.points.length?ft(t,Q):ht(t)),h._deselect=!1}return{eventData:Q,selectionTesters:r}}function it(t,e,r,n){n=X(t,[C(t,e,\"x\")],[C(t,r,\"y\")],e+r);for(var i=0;i<n.length;i++){var a=n[i];a._module.selectPoints(a,!1)}$(t,n)}function at(t,e,r,n){for(var i,a=0;a<t.length;a++){var o=t[a];e===o.xref&&r===o.yref&&(i?n=G(i=Q(i,o,!!o.subtract)):(i=[o],n=R(o)))}return n}function ot(t,e){for(var r=[],n=t._fullLayout,i=n.selections,a=i.length,o=0;o<a;o++)if(!e||o===n._activeSelectionIndex){var s=i[o];if(s){var l,u,c,f,h,p=s.xref,d=s.yref,v=C(t,p,\"x\"),m=C(t,d,\"y\");if(\"rect\"===s.type){h=[];var x=lt(v,s.x0),b=lt(v,s.x1),_=lt(m,s.y0),w=lt(m,s.y1);h=[[x,_],[x,w],[b,w],[b,_]],l=Math.min(x,b),u=Math.max(x,b),c=Math.min(_,w),f=Math.max(_,w),h.xmin=l,h.xmax=u,h.ymin=c,h.ymax=f,h.xref=p,h.yref=d,h.subtract=!1,h.isRect=!0,r.push(h)}else if(\"path\"===s.type)for(var T=s.path.split(\"Z\"),k=[],A=0;A<T.length;A++){var M=T[A];if(M){M+=\"Z\";var S=g.extractPathCoords(M,y.paramIsX,\"raw\"),E=g.extractPathCoords(M,y.paramIsY,\"raw\");l=1/0,u=-1/0,c=1/0,f=-1/0,h=[];for(var L=0;L<S.length;L++){var P=lt(v,S[L]),O=lt(m,E[L]);h.push([P,O]),l=Math.min(P,l),u=Math.max(P,u),c=Math.min(O,c),f=Math.max(O,f)}h.xmin=l,h.xmax=u,h.ymin=c,h.ymax=f,h.xref=p,h.yref=d,h.subtract=st(h,k),k.push(h),r.push(h)}}}}return r}function st(t,e){for(var r=!1,n=0;n<e.length;n++)for(var a=e[n],o=0;o<t.length;o++)if(i(t[o],a)){r=!r;break}return r}function lt(t,e){return\"date\"===t.type&&(e=e.replace(\"_\",\" \")),\"log\"===t.type?t.c2p(e):t.r2p(e,null,t.calendar)}function ut(t){for(var e=t.length,r=[],n=0;n<e;n++){var i=t[n];r=(r=r.concat(i)).concat([i[0]])}return(a=r).isRect=5===a.length&&a[0][0]===a[4][0]&&a[0][1]===a[4][1]&&a[0][0]===a[1][0]&&a[2][0]===a[3][0]&&a[0][1]===a[3][1]&&a[1][1]===a[2][1]||a[0][1]===a[1][1]&&a[2][1]===a[3][1]&&a[0][0]===a[3][0]&&a[1][0]===a[2][0],a.isRect&&(a.xmin=Math.min(a[0][0],a[2][0]),a.xmax=Math.max(a[0][0],a[2][0]),a.ymin=Math.min(a[0][1],a[2][1]),a.ymax=Math.max(a[0][1],a[2][1])),a;var a}function ct(t){return function(e,r){for(var n,i,a=0;a<t.length;a++){var o=t[a],s=o._id,l=s.charAt(0);if(r.isRect){n||(n={});var u=r[l+\"min\"],c=r[l+\"max\"];void 0!==u&&void 0!==c&&(n[s]=[B(o,u),B(o,c)].sort(S))}else i||(i={}),i[s]=r.map(N(o))}n&&(e.range=n),i&&(e.lassoPoints=i)}}function ft(t,e){e&&(e.selections=(t.layout||{}).selections||[]),t.emit(\"plotly_selected\",e)}function ht(t){t.emit(\"plotly_deselect\",null)}t.exports={reselect:nt,prepSelect:function(t,e,r,n,i){var u=!U(n),c=f(i),g=h(i),y=d(i),x=p(i),b=v(i),w=\"drawcircle\"===i,T=\"drawline\"===i||w,k=n.gd,A=k._fullLayout,S=b&&\"immediate\"===A.newselection.mode&&u,E=A._zoomlayer,C=n.element.getBoundingClientRect(),P=n.plotinfo,O=j(P),F=e-C.left,B=r-C.top;A._calcInverseTransform(k);var N=M.apply3DTransform(A._invTransform)(F,B);F=N[0],B=N[1];var H,q,W,J,K,tt,at,ot=A._invScaleX,st=A._invScaleY,lt=F,pt=B,dt=\"M\"+F+\",\"+B,vt=n.xaxes[0],gt=n.yaxes[0],yt=vt._length,mt=gt._length,xt=t.altKey&&!(p(i)&&y);Z(t,k,n),c&&(H=z([[F,B]],I.BENDPX));var bt=E.selectAll(\"path.select-outline-\"+P.id).data([1]),_t=x?A.newshape:A.newselection;x&&(n.hasText=_t.label.text||_t.label.texttemplate);var wt=x&&!y?_t.fillcolor:\"rgba(0,0,0,0)\",Tt=_t.line.color||(u?s.contrast(k._fullLayout.plot_bgcolor):\"#7f7f7f\");bt.enter().append(\"path\").attr(\"class\",\"select-outline 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n=r(71828),i=r(89298),a=r(63893),o=r(91424),s=r(60165).readPaths,l=r(30477),u=l.getPathString,c=r(37281),f=r(18783).FROM_TL;t.exports=function(t,e,r,h){if(h.selectAll(\".shape-label\").remove(),r.label.text||r.label.texttemplate){var p;if(r.label.texttemplate){var d={};if(\"path\"!==r.type){var v=i.getFromId(t,r.xref),g=i.getFromId(t,r.yref);for(var y in c){var m=c[y](r,v,g);void 0!==m&&(d[y]=m)}}p=n.texttemplateStringForShapes(r.label.texttemplate,{},t._fullLayout._d3locale,d)}else p=r.label.text;var x,b,_,w,T={\"data-index\":e},k=r.label.font,A=h.append(\"g\").attr(T).classed(\"shape-label\",!0).append(\"text\").attr({\"data-notex\":1}).classed(\"shape-label-text\",!0).text(p);if(r.path){var M=u(t,r),S=s(M,t);x=1/0,_=1/0,b=-1/0,w=-1/0;for(var E=0;E<S.length;E++)for(var L=0;L<S[E].length;L++)for(var C=S[E][L],P=1;P<C.length;P+=2){var O=C[P],I=C[P+1];x=Math.min(x,O),b=Math.max(b,O),_=Math.min(_,I),w=Math.max(w,I)}}else{var 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p=2*h*Math.PI/a;f.push([s+u*Math.cos(p),l+c*Math.sin(p)])}return f},e.ellipseOver=function(t){var e=t.x0,r=t.y0,n=t.x1,i=t.y1,a=n-e,s=i-r,l=((e-=a)+n)/2,u=((r-=s)+i)/2;return{x0:l-(a*=o),y0:u-(s*=o),x1:l+a,y1:u+s}},e.fixDatesForPaths=function(t,e,r){var n=\"date\"===e.type,i=\"date\"===r.type;if(!n&&!i)return t;for(var a=0;a<t.length;a++)for(var o=0;o<t[a].length;o++)for(var s=0;s+2<t[a][o].length;s+=2)n&&(t[a][o][s+1]=t[a][o][s+1].replace(\" \",\"_\")),i&&(t[a][o][s+2]=t[a][o][s+2].replace(\" \",\"_\"));return t}},90551:function(t,e,r){\"use strict\";var n=r(64505),i=n.drawMode,a=n.openMode,o=r(89995),s=o.i000,l=o.i090,u=o.i180,c=o.i270,f=o.cos45,h=o.sin45,p=r(75549),d=p.p2r,v=p.r2p,g=r(51873).clearOutline,y=r(60165),m=y.readPaths,x=y.writePaths,b=y.ellipseOver,_=y.fixDatesForPaths;function w(t,e,r){var n,i=t[0][0],o=e.gd,p=i.getAttribute(\"d\"),g=o._fullLayout.newshape,y=e.plotinfo,w=e.isActiveShape,T=y.xaxis,k=y.yaxis,A=!!y.domain||!y.xaxis,M=!!y.domain||!y.yaxis,S=a(r),E=m(p,o,y,w),L={editable:!0,visible:g.visible,name:g.name,showlegend:g.showlegend,legend:g.legend,legendwidth:g.legendwidth,legendgroup:g.legendgroup,legendgrouptitle:{text:g.legendgrouptitle.text,font:g.legendgrouptitle.font},legendrank:g.legendrank,label:g.label,xref:A?\"paper\":T._id,yref:M?\"paper\":k._id,layer:g.layer,opacity:g.opacity,line:{color:g.line.color,width:g.line.width,dash:g.line.dash}};if(S||(L.fillcolor=g.fillcolor,L.fillrule=g.fillrule),1===E.length&&(n=E[0]),n&&5===n.length&&\"drawrect\"===r)L.type=\"rect\",L.x0=n[0][1],L.y0=n[0][2],L.x1=n[2][1],L.y1=n[2][2];else if(n&&\"drawline\"===r)L.type=\"line\",L.x0=n[0][1],L.y0=n[0][2],L.x1=n[1][1],L.y1=n[1][2];else if(n&&\"drawcircle\"===r){L.type=\"circle\";var C=n[s][1],P=n[l][1],O=n[u][1],I=n[c][1],D=n[s][2],z=n[l][2],R=n[u][2],F=n[c][2],B=y.xaxis&&(\"date\"===y.xaxis.type||\"log\"===y.xaxis.type),N=y.yaxis&&(\"date\"===y.yaxis.type||\"log\"===y.yaxis.type);B&&(C=v(y.xaxis,C),P=v(y.xaxis,P),O=v(y.xaxis,O),I=v(y.xaxis,I)),N&&(D=v(y.yaxis,D),z=v(y.yaxis,z),R=v(y.yaxis,R),F=v(y.yaxis,F));var j=(P+I)/2,U=(D+R)/2,V=b({x0:j,y0:U,x1:j+(I-P+O-C)/2*f,y1:U+(F-z+R-D)/2*h});B&&(V.x0=d(y.xaxis,V.x0),V.x1=d(y.xaxis,V.x1)),N&&(V.y0=d(y.yaxis,V.y0),V.y1=d(y.yaxis,V.y1)),L.x0=V.x0,L.y0=V.y0,L.x1=V.x1,L.y1=V.y1}else L.type=\"path\",T&&k&&_(E,T,k),L.path=x(E),n=null;return L}t.exports={newShapes:function(t,e){if(t.length&&t[0][0]){var r=e.gd,n=e.isActiveShape,a=e.dragmode,o=(r.layout||{}).shapes||[];if(!i(a)&&void 0!==n){var s=r._fullLayout._activeShapeIndex;if(s<o.length)switch(r._fullLayout.shapes[s].type){case\"rect\":a=\"drawrect\";break;case\"circle\":a=\"drawcircle\";break;case\"line\":a=\"drawline\";break;case\"path\":var l=o[s].path||\"\";a=\"Z\"===l[l.length-1]?\"drawclosedpath\":\"drawopenpath\"}}var u=w(t,e,a);g(r);for(var c=e.editHelpers,f=(c||{}).modifyItem,h=[],p=0;p<o.length;p++){var d=r._fullLayout.shapes[p];if(h[p]=d._input,void 0!==n&&p===r._fullLayout._activeShapeIndex){var v=u;switch(d.type){case\"line\":case\"rect\":case\"circle\":f(\"x0\",v.x0),f(\"x1\",v.x1),f(\"y0\",v.y0),f(\"y1\",v.y1);break;case\"path\":f(\"path\",v.path)}}}return void 0===n?(h.push(u),h):c?c.getUpdateObj():{}}},createShapeObj:w}},51873:function(t){\"use strict\";t.exports={clearOutlineControllers:function(t){var e=t._fullLayout._zoomlayer;e&&e.selectAll(\".outline-controllers\").remove()},clearOutline:function(t){var e=t._fullLayout._zoomlayer;e&&e.selectAll(\".select-outline\").remove(),t._fullLayout._outlining=!1}}},30477:function(t,e,r){\"use strict\";var n=r(21459),i=r(71828),a=r(89298);e.rangeToShapePosition=function(t){return\"log\"===t.type?t.r2d:function(t){return t}},e.shapePositionToRange=function(t){return\"log\"===t.type?t.d2r:function(t){return t}},e.decodeDate=function(t){return function(e){return e.replace&&(e=e.replace(\"_\",\" \")),t(e)}},e.encodeDate=function(t){return function(e){return t(e).replace(\" \",\"_\")}},e.extractPathCoords=function(t,e,r){var a=[];return t.match(n.segmentRE).forEach((function(t){var o=e[t.charAt(0)].drawn;if(void 0!==o){var s=t.substr(1).match(n.paramRE);if(s&&!(s.length<o)){var l=s[o],u=r?l:i.cleanNumber(l);a.push(u)}}})),a},e.getDataToPixel=function(t,r,n,i){var a,o=t._fullLayout._size;if(r)if(\"domain\"===i)a=function(t){return r._length*(n?1-t:t)+r._offset};else{var s=e.shapePositionToRange(r);a=function(t){return r._offset+r.r2p(s(t,!0))},\"date\"===r.type&&(a=e.decodeDate(a))}else a=n?function(t){return o.t+o.h*(1-t)}:function(t){return o.l+o.w*t};return a},e.getPixelToData=function(t,r,n,i){var a,o=t._fullLayout._size;if(r)if(\"domain\"===i)a=function(t){var e=(t-r._offset)/r._length;return n?1-e:e};else{var s=e.rangeToShapePosition(r);a=function(t){return s(r.p2r(t-r._offset))}}else a=n?function(t){return 1-(t-o.t)/o.h}:function(t){return(t-o.l)/o.w};return a},e.roundPositionForSharpStrokeRendering=function(t,e){var r=1===Math.round(e%2),n=Math.round(t);return r?n+.5:n},e.makeShapesOptionsAndPlotinfo=function(t,e){var r=t._fullLayout.shapes[e]||{},n=t._fullLayout._plots[r.xref+r.yref];return n?n._hadPlotinfo=!0:(n={},r.xref&&\"paper\"!==r.xref&&(n.xaxis=t._fullLayout[r.xref+\"axis\"]),r.yref&&\"paper\"!==r.yref&&(n.yaxis=t._fullLayout[r.yref+\"axis\"])),n.xsizemode=r.xsizemode,n.ysizemode=r.ysizemode,n.xanchor=r.xanchor,n.yanchor=r.yanchor,{options:r,plotinfo:n}},e.makeSelectionsOptionsAndPlotinfo=function(t,e){var r=t._fullLayout.selections[e]||{},n=t._fullLayout._plots[r.xref+r.yref];return n?n._hadPlotinfo=!0:(n={},r.xref&&(n.xaxis=t._fullLayout[r.xref+\"axis\"]),r.yref&&(n.yaxis=t._fullLayout[r.yref+\"axis\"])),{options:r,plotinfo:n}},e.getPathString=function(t,r){var o,s,l,u,c,f,h,p,d=r.type,v=a.getRefType(r.xref),g=a.getRefType(r.yref),y=a.getFromId(t,r.xref),m=a.getFromId(t,r.yref),x=t._fullLayout._size;if(y?\"domain\"===v?s=function(t){return y._offset+y._length*t}:(o=e.shapePositionToRange(y),s=function(t){return y._offset+y.r2p(o(t,!0))}):s=function(t){return x.l+x.w*t},m?\"domain\"===g?u=function(t){return m._offset+m._length*(1-t)}:(l=e.shapePositionToRange(m),u=function(t){return m._offset+m.r2p(l(t,!0))}):u=function(t){return x.t+x.h*(1-t)},\"path\"===d)return y&&\"date\"===y.type&&(s=e.decodeDate(s)),m&&\"date\"===m.type&&(u=e.decodeDate(u)),function(t,e,r){var a=t.path,o=t.xsizemode,s=t.ysizemode,l=t.xanchor,u=t.yanchor;return a.replace(n.segmentRE,(function(t){var a=0,c=t.charAt(0),f=n.paramIsX[c],h=n.paramIsY[c],p=n.numParams[c],d=t.substr(1).replace(n.paramRE,(function(t){return f[a]?t=\"pixel\"===o?e(l)+Number(t):e(t):h[a]&&(t=\"pixel\"===s?r(u)-Number(t):r(t)),++a>p&&(t=\"X\"),t}));return a>p&&(d=d.replace(/[\\s,]*X.*/,\"\"),i.log(\"Ignoring extra params in segment \"+t)),c+d}))}(r,s,u);if(\"pixel\"===r.xsizemode){var b=s(r.xanchor);c=b+r.x0,f=b+r.x1}else c=s(r.x0),f=s(r.x1);if(\"pixel\"===r.ysizemode){var _=u(r.yanchor);h=_-r.y0,p=_-r.y1}else h=u(r.y0),p=u(r.y1);if(\"line\"===d)return\"M\"+c+\",\"+h+\"L\"+f+\",\"+p;if(\"rect\"===d)return\"M\"+c+\",\"+h+\"H\"+f+\"V\"+p+\"H\"+c+\"Z\";var w=(c+f)/2,T=(h+p)/2,k=Math.abs(w-c),A=Math.abs(T-h),M=\"A\"+k+\",\"+A,S=w+k+\",\"+T;return\"M\"+S+M+\" 0 1,1 \"+w+\",\"+(T-A)+M+\" 0 0,1 \"+S+\"Z\"}},89853:function(t,e,r){\"use strict\";var n=r(34031);t.exports={moduleType:\"component\",name:\"shapes\",layoutAttributes:r(89827),supplyLayoutDefaults:r(84726),supplyDrawNewShapeDefaults:r(45547),includeBasePlot:r(76325)(\"shapes\"),calcAutorange:r(5627),draw:n.draw,drawOne:n.drawOne}},37281:function(t){\"use strict\";function e(t,e){return e?e.d2l(t):t}function r(t,e){return e?e.l2d(t):t}function n(t,r){return e(t.x1,r)-e(t.x0,r)}function i(t,r,n){return e(t.y1,n)-e(t.y0,n)}t.exports={x0:function(t){return t.x0},x1:function(t){return t.x1},y0:function(t){return t.y0},y1:function(t){return t.y1},slope:function(t,e,r){return\"line\"!==t.type?void 0:i(t,0,r)/n(t,e)},dx:n,dy:i,width:function(t,e){return Math.abs(n(t,e))},height:function(t,e,r){return Math.abs(i(t,0,r))},length:function(t,e,r){return\"line\"!==t.type?void 0:Math.sqrt(Math.pow(n(t,e),2)+Math.pow(i(t,0,r),2))},xcenter:function(t,n){return r((e(t.x1,n)+e(t.x0,n))/2,n)},ycenter:function(t,n,i){return r((e(t.y1,i)+e(t.y0,i))/2,i)}}},75067:function(t,e,r){\"use 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n=r(41940),i=r(35025),a=r(1426).extendDeepAll,o=r(30962).overrideAll,s=r(85594),l=r(44467).templatedArray,u=r(98292),c=l(\"step\",{visible:{valType:\"boolean\",dflt:!0},method:{valType:\"enumerated\",values:[\"restyle\",\"relayout\",\"animate\",\"update\",\"skip\"],dflt:\"restyle\"},args:{valType:\"info_array\",freeLength:!0,items:[{valType:\"any\"},{valType:\"any\"},{valType:\"any\"}]},label:{valType:\"string\"},value:{valType:\"string\"},execute:{valType:\"boolean\",dflt:!0}});t.exports=o(l(\"slider\",{visible:{valType:\"boolean\",dflt:!0},active:{valType:\"number\",min:0,dflt:0},steps:c,lenmode:{valType:\"enumerated\",values:[\"fraction\",\"pixels\"],dflt:\"fraction\"},len:{valType:\"number\",min:0,dflt:1},x:{valType:\"number\",min:-2,max:3,dflt:0},pad:a(i({editType:\"arraydraw\"}),{},{t:{dflt:20}}),xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"left\"},y:{valType:\"number\",min:-2,max:3,dflt:0},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],dflt:\"top\"},transition:{duration:{valType:\"number\",min:0,dflt:150},easing:{valType:\"enumerated\",values:s.transition.easing.values,dflt:\"cubic-in-out\"}},currentvalue:{visible:{valType:\"boolean\",dflt:!0},xanchor:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],dflt:\"left\"},offset:{valType:\"number\",dflt:10},prefix:{valType:\"string\"},suffix:{valType:\"string\"},font:n({})},font:n({}),activebgcolor:{valType:\"color\",dflt:u.gripBgActiveColor},bgcolor:{valType:\"color\",dflt:u.railBgColor},bordercolor:{valType:\"color\",dflt:u.railBorderColor},borderwidth:{valType:\"number\",min:0,dflt:u.railBorderWidth},ticklen:{valType:\"number\",min:0,dflt:u.tickLength},tickcolor:{valType:\"color\",dflt:u.tickColor},tickwidth:{valType:\"number\",min:0,dflt:1},minorticklen:{valType:\"number\",min:0,dflt:u.minorTickLength}}),\"arraydraw\",\"from-root\")},98292:function(t){\"use 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n.coerce(t,e,s,r,i)}if(\"skip\"===t.method||Array.isArray(t.args)?r(\"visible\"):e.visible=!1){r(\"method\"),r(\"args\");var i=r(\"label\",\"step-\"+e._index);r(\"value\",i),r(\"execute\")}}t.exports=function(t,e){i(t,e,{name:o,handleItemDefaults:l})}},44504:function(t,e,r){\"use strict\";var n=r(39898),i=r(74875),a=r(7901),o=r(91424),s=r(71828),l=s.strTranslate,u=r(63893),c=r(44467).arrayEditor,f=r(98292),h=r(18783),p=h.LINE_SPACING,d=h.FROM_TL,v=h.FROM_BR;function g(t){return f.autoMarginIdRoot+t._index}function y(t){return t._index}function m(t,e){var r=o.tester.selectAll(\"g.\"+f.labelGroupClass).data(e._visibleSteps);r.enter().append(\"g\").classed(f.labelGroupClass,!0);var a=0,l=0;r.each((function(t){var r=_(n.select(this),{step:t},e).node();if(r){var i=o.bBox(r);l=Math.max(l,i.height),a=Math.max(a,i.width)}})),r.remove();var c=e._dims={};c.inputAreaWidth=Math.max(f.railWidth,f.gripHeight);var h=t._fullLayout._size;c.lx=h.l+h.w*e.x,c.ly=h.t+h.h*(1-e.y),\"fraction\"===e.lenmode?c.outerLength=Math.round(h.w*e.len):c.outerLength=e.len,c.inputAreaStart=0,c.inputAreaLength=Math.round(c.outerLength-e.pad.l-e.pad.r);var p=(c.inputAreaLength-2*f.stepInset)/(e._stepCount-1),y=a+f.labelPadding;if(c.labelStride=Math.max(1,Math.ceil(y/p)),c.labelHeight=l,c.currentValueMaxWidth=0,c.currentValueHeight=0,c.currentValueTotalHeight=0,c.currentValueMaxLines=1,e.currentvalue.visible){var m=o.tester.append(\"g\");r.each((function(t){var r=x(m,e,t.label),n=r.node()&&o.bBox(r.node())||{width:0,height:0},i=u.lineCount(r);c.currentValueMaxWidth=Math.max(c.currentValueMaxWidth,Math.ceil(n.width)),c.currentValueHeight=Math.max(c.currentValueHeight,Math.ceil(n.height)),c.currentValueMaxLines=Math.max(c.currentValueMaxLines,i)})),c.currentValueTotalHeight=c.currentValueHeight+e.currentvalue.offset,m.remove()}c.height=c.currentValueTotalHeight+f.tickOffset+e.ticklen+f.labelOffset+c.labelHeight+e.pad.t+e.pad.b;var b=\"left\";s.isRightAnchor(e)&&(c.lx-=c.outerLength,b=\"right\"),s.isCenterAnchor(e)&&(c.lx-=c.outerLength/2,b=\"center\");var w=\"top\";s.isBottomAnchor(e)&&(c.ly-=c.height,w=\"bottom\"),s.isMiddleAnchor(e)&&(c.ly-=c.height/2,w=\"middle\"),c.outerLength=Math.ceil(c.outerLength),c.height=Math.ceil(c.height),c.lx=Math.round(c.lx),c.ly=Math.round(c.ly);var T={y:e.y,b:c.height*v[w],t:c.height*d[w]};\"fraction\"===e.lenmode?(T.l=0,T.xl=e.x-e.len*d[b],T.r=0,T.xr=e.x+e.len*v[b]):(T.x=e.x,T.l=c.outerLength*d[b],T.r=c.outerLength*v[b]),i.autoMargin(t,g(e),T)}function x(t,e,r){if(e.currentvalue.visible){var n,i,a=e._dims;switch(e.currentvalue.xanchor){case\"right\":n=a.inputAreaLength-f.currentValueInset-a.currentValueMaxWidth,i=\"left\";break;case\"center\":n=.5*a.inputAreaLength,i=\"middle\";break;default:n=f.currentValueInset,i=\"left\"}var l=s.ensureSingle(t,\"text\",f.labelClass,(function(t){t.attr({\"text-anchor\":i,\"data-notex\":1})})),c=e.currentvalue.prefix?e.currentvalue.prefix:\"\";if(\"string\"==typeof r)c+=r;else{var h=e.steps[e.active].label,d=e._gd._fullLayout._meta;d&&(h=s.templateString(h,d)),c+=h}e.currentvalue.suffix&&(c+=e.currentvalue.suffix),l.call(o.font,e.currentvalue.font).text(c).call(u.convertToTspans,e._gd);var v=u.lineCount(l),g=(a.currentValueMaxLines+1-v)*e.currentvalue.font.size*p;return 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a=Math.round(n*(r._stepCount-1)),o=r._visibleSteps[a]._index;o!==r.active&&k(t,e,r,o,!0,i)}function k(t,e,r,n,a,o){var s=r.active;r.active=n,c(t.layout,f.name,r).applyUpdate(\"active\",n);var l=r.steps[r.active];e.call(S,r,o),e.call(x,r),t.emit(\"plotly_sliderchange\",{slider:r,step:r.steps[r.active],interaction:a,previousActive:s}),l&&l.method&&a&&(e._nextMethod?(e._nextMethod.step=l,e._nextMethod.doCallback=a,e._nextMethod.doTransition=o):(e._nextMethod={step:l,doCallback:a,doTransition:o},e._nextMethodRaf=window.requestAnimationFrame((function(){var r=e._nextMethod.step;r.method&&(r.execute&&i.executeAPICommand(t,r.method,r.args),e._nextMethod=null,e._nextMethodRaf=null)}))))}function A(t,e,r){if(!e._context.staticPlot){var i=r.node(),o=n.select(e);t.on(\"mousedown\",l),t.on(\"touchstart\",l)}function s(){return r.data()[0]}function l(){var t=s();e.emit(\"plotly_sliderstart\",{slider:t});var l=r.select(\".\"+f.gripRectClass);n.event.stopPropagation(),n.event.preventDefault(),l.call(a.fill,t.activebgcolor);var u=L(t,n.mouse(i)[0]);function c(){var t=s(),a=L(t,n.mouse(i)[0]);T(e,r,t,a,!1)}function h(){var t=s();t._dragging=!1,l.call(a.fill,t.bgcolor),o.on(\"mouseup\",null),o.on(\"mousemove\",null),o.on(\"touchend\",null),o.on(\"touchmove\",null),e.emit(\"plotly_sliderend\",{slider:t,step:t.steps[t.active]})}T(e,r,t,u,!0),t._dragging=!0,o.on(\"mousemove\",c),o.on(\"touchmove\",c),o.on(\"mouseup\",h),o.on(\"touchend\",h)}}function M(t,e){var r=t.selectAll(\"rect.\"+f.tickRectClass).data(e._visibleSteps),i=e._dims;r.enter().append(\"rect\").classed(f.tickRectClass,!0),r.exit().remove(),r.attr({width:e.tickwidth+\"px\",\"shape-rendering\":\"crispEdges\"}),r.each((function(t,r){var s=r%i.labelStride==0,l=n.select(this);l.attr({height:s?e.ticklen:e.minorticklen}).call(a.fill,e.tickcolor),o.setTranslate(l,E(e,r/(e._stepCount-1))-.5*e.tickwidth,(s?f.tickOffset:f.minorTickOffset)+i.currentValueTotalHeight)}))}function S(t,e,r){for(var n=t.select(\"rect.\"+f.gripRectClass),i=0,a=0;a<e._stepCount;a++)if(e._visibleSteps[a]._index===e.active){i=a;break}var o=E(e,i/(e._stepCount-1));if(!e._invokingCommand){var s=n;r&&e.transition.duration>0&&(s=s.transition().duration(e.transition.duration).ease(e.transition.easing)),s.attr(\"transform\",l(o-.5*f.gripWidth,e._dims.currentValueTotalHeight))}}function E(t,e){var r=t._dims;return r.inputAreaStart+f.stepInset+(r.inputAreaLength-2*f.stepInset)*Math.min(1,Math.max(0,e))}function L(t,e){var r=t._dims;return Math.min(1,Math.max(0,(e-f.stepInset-r.inputAreaStart)/(r.inputAreaLength-2*f.stepInset-2*r.inputAreaStart)))}function C(t,e,r){var 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s(t,e,r){this.gd=t,this.container=e,this.id=r,this.position=null,this.translateX=null,this.translateY=null,this.hbar=null,this.vbar=null,this.bg=this.container.selectAll(\"rect.scrollbox-bg\").data([0]),this.bg.exit().on(\".drag\",null).on(\"wheel\",null).remove(),this.bg.enter().append(\"rect\").classed(\"scrollbox-bg\",!0).style(\"pointer-events\",\"all\").attr({opacity:0,x:0,y:0,width:0,height:0})}s.barWidth=2,s.barLength=20,s.barRadius=2,s.barPad=1,s.barColor=\"#808BA4\",s.prototype.enable=function(t,e,r){var o=this.gd._fullLayout,l=o.width,u=o.height;this.position=t;var c,f,h,p,d=this.position.l,v=this.position.w,g=this.position.t,y=this.position.h,m=this.position.direction,x=\"down\"===m,b=\"left\"===m,_=\"up\"===m,w=v,T=y;x||b||\"right\"===m||_||(this.position.direction=\"down\",x=!0),x||_?(f=(c=d)+w,x?(h=g,T=(p=Math.min(h+T,u))-h):T=(p=g+T)-(h=Math.max(p-T,0))):(p=(h=g)+T,b?w=(f=d+w)-(c=Math.max(f-w,0)):(c=d,w=(f=Math.min(c+w,l))-c)),this._box={l:c,t:h,w:w,h:T};var k=v>w,A=s.barLength+2*s.barPad,M=s.barWidth+2*s.barPad,S=d,E=g+y;E+M>u&&(E=u-M);var L=this.container.selectAll(\"rect.scrollbar-horizontal\").data(k?[0]:[]);L.exit().on(\".drag\",null).remove(),L.enter().append(\"rect\").classed(\"scrollbar-horizontal\",!0).call(i.fill,s.barColor),k?(this.hbar=L.attr({rx:s.barRadius,ry:s.barRadius,x:S,y:E,width:A,height:M}),this._hbarXMin=S+A/2,this._hbarTranslateMax=w-A):(delete this.hbar,delete this._hbarXMin,delete this._hbarTranslateMax);var C=y>T,P=s.barWidth+2*s.barPad,O=s.barLength+2*s.barPad,I=d+v,D=g;I+P>l&&(I=l-P);var z=this.container.selectAll(\"rect.scrollbar-vertical\").data(C?[0]:[]);z.exit().on(\".drag\",null).remove(),z.enter().append(\"rect\").classed(\"scrollbar-vertical\",!0).call(i.fill,s.barColor),C?(this.vbar=z.attr({rx:s.barRadius,ry:s.barRadius,x:I,y:D,width:P,height:O}),this._vbarYMin=D+O/2,this._vbarTranslateMax=T-O):(delete this.vbar,delete this._vbarYMin,delete this._vbarTranslateMax);var R=this.id,F=c-.5,B=C?f+P+.5:f+.5,N=h-.5,j=k?p+M+.5:p+.5,U=o._topdefs.selectAll(\"#\"+R).data(k||C?[0]:[]);if(U.exit().remove(),U.enter().append(\"clipPath\").attr(\"id\",R).append(\"rect\"),k||C?(this._clipRect=U.select(\"rect\").attr({x:Math.floor(F),y:Math.floor(N),width:Math.ceil(B)-Math.floor(F),height:Math.ceil(j)-Math.floor(N)}),this.container.call(a.setClipUrl,R,this.gd),this.bg.attr({x:d,y:g,width:v,height:y})):(this.bg.attr({width:0,height:0}),this.container.on(\"wheel\",null).on(\".drag\",null).call(a.setClipUrl,null),delete this._clipRect),k||C){var V=n.behavior.drag().on(\"dragstart\",(function(){n.event.sourceEvent.preventDefault()})).on(\"drag\",this._onBoxDrag.bind(this));this.container.on(\"wheel\",null).on(\"wheel\",this._onBoxWheel.bind(this)).on(\".drag\",null).call(V);var H=n.behavior.drag().on(\"dragstart\",(function(){n.event.sourceEvent.preventDefault(),n.event.sourceEvent.stopPropagation()})).on(\"drag\",this._onBarDrag.bind(this));k&&this.hbar.on(\".drag\",null).call(H),C&&this.vbar.on(\".drag\",null).call(H)}this.setTranslate(e,r)},s.prototype.disable=function(){(this.hbar||this.vbar)&&(this.bg.attr({width:0,height:0}),this.container.on(\"wheel\",null).on(\".drag\",null).call(a.setClipUrl,null),delete this._clipRect),this.hbar&&(this.hbar.on(\".drag\",null),this.hbar.remove(),delete this.hbar,delete this._hbarXMin,delete this._hbarTranslateMax),this.vbar&&(this.vbar.on(\".drag\",null),this.vbar.remove(),delete this.vbar,delete this._vbarYMin,delete this._vbarTranslateMax)},s.prototype._onBoxDrag=function(){var t=this.translateX,e=this.translateY;this.hbar&&(t-=n.event.dx),this.vbar&&(e-=n.event.dy),this.setTranslate(t,e)},s.prototype._onBoxWheel=function(){var t=this.translateX,e=this.translateY;this.hbar&&(t+=n.event.deltaY),this.vbar&&(e+=n.event.deltaY),this.setTranslate(t,e)},s.prototype._onBarDrag=function(){var t=this.translateX,e=this.translateY;if(this.hbar){var r=t+this._hbarXMin,i=r+this._hbarTranslateMax;t=(o.constrain(n.event.x,r,i)-r)/(i-r)*(this.position.w-this._box.w)}if(this.vbar){var a=e+this._vbarYMin,s=a+this._vbarTranslateMax;e=(o.constrain(n.event.y,a,s)-a)/(s-a)*(this.position.h-this._box.h)}this.setTranslate(t,e)},s.prototype.setTranslate=function(t,e){var r=this.position.w-this._box.w,n=this.position.h-this._box.h;if(t=o.constrain(t||0,0,r),e=o.constrain(e||0,0,n),this.translateX=t,this.translateY=e,this.container.call(a.setTranslate,this._box.l-this.position.l-t,this._box.t-this.position.t-e),this._clipRect&&this._clipRect.attr({x:Math.floor(this.position.l+t-.5),y:Math.floor(this.position.t+e-.5)}),this.hbar){var i=t/r;this.hbar.call(a.setTranslate,t+i*this._hbarTranslateMax,e)}if(this.vbar){var 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z=!D;D?(t._dtickInit=t.dtick,t._tick0Init=t.tick0):(t.minor._dtickInit=t.minor.dtick,t.minor._tick0Init=t.minor.tick0);var R=D?t:s.extendFlat({},t,t.minor);if(z?q.prepMinorTicks(R,t,e):q.prepTicks(R,e),\"array\"!==R.tickmode)if(\"sync\"!==R.tickmode){var F=K(c),B=F[0],N=F[1],j=i(R.dtick),U=\"log\"===a&&!(j||\"L\"===R.dtick.charAt(0)),V=q.tickFirst(R,e);if(D){if(t._tmin=V,V<B!==f)break;\"category\"!==a&&\"multicategory\"!==a||(N=f?Math.max(-.5,N):Math.min(t._categories.length-.5,N))}var H,G,Z=null,Y=V;D&&(j?G=t.dtick:\"date\"===a?\"string\"==typeof t.dtick&&\"M\"===t.dtick.charAt(0)&&(G=T*t.dtick.substring(1)):G=t._roughDTick,H=Math.round((t.r2l(Y)-t.r2l(t.tick0))/G)-1);var W=R.dtick;for(R.rangebreaks&&R._tick0Init!==R.tick0&&(Y=zt(Y,t),f||(Y=q.tickIncrement(Y,W,!f,o))),D&&u&&(Y=q.tickIncrement(Y,W,!f,o),H--);f?Y>=N:Y<=N;Y=q.tickIncrement(Y,W,f,o)){if(D&&H++,R.rangebreaks&&!f){if(Y<B)continue;if(R.maskBreaks(Y)===O&&zt(Y,R)>=p)break}if(C.length>d||Y===Z)break;Z=Y;var 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L=(v+.5)/84;e.maskBreaks(i*(1-L)+L*p)!==O&&d++}(h*=d/84)||(t[n].drop=!0),s&&c>A&&(h=c)}(h>0||0===n)&&(t[n].periodX=i+h/2)}}(C,t,t._definedDelta),t.rangebreaks){var it=\"y\"===t._id.charAt(0),st=1;\"auto\"===t.tickmode&&(st=t.tickfont?t.tickfont.size:12);var lt=NaN;for(r=C.length-1;r>-1;r--)if(C[r].drop)C.splice(r,1);else{C[r].value=zt(C[r].value,t);var ut=t.c2p(C[r].value);(it?lt>ut-st:lt<ut+st)?C.splice(f?r+1:r,1):lt=ut}}Dt(t)&&360===Math.abs(c[1]-c[0])&&C.pop(),t._tmax=(C[C.length-1]||{}).value,t._prevDateHead=\"\",t._inCalcTicks=!0;var ct,ft,ht=function(e){e.text=\"\",t._prevDateHead=n};for(C=C.concat(P),r=0;r<C.length;r++){var pt=C[r].minor,dt=C[r].value;pt?L.push({x:dt,minor:!0}):(n=t._prevDateHead,ct=q.tickText(t,dt,!1,C[r].simpleLabel),void 0!==(ft=C[r].periodX)&&(ct.periodX=ft,(ft>p||ft<h)&&(ft>p&&(ct.periodX=p),ft<h&&(ct.periodX=h),ht(ct))),C[r].skipLabel&&ht(ct),v.push(ct))}return v=v.concat(L),t._inCalcTicks=!1,u&&v.length&&(v[0].noTick=!0),v};var st=[2,5,10],lt=[1,2,3,6,12],ut=[1,2,5,10,15,30],ct=[1,2,3,7,14],ft=[-.046,0,.301,.477,.602,.699,.778,.845,.903,.954,1],ht=[-.301,0,.301,.699,1],pt=[15,30,45,90,180];function dt(t,e,r){return e*s.roundUp(t/e,r)}function vt(t){var e=t.dtick;if(t._tickexponent=0,i(e)||\"string\"==typeof e||(e=1),\"category\"!==t.type&&\"multicategory\"!==t.type||(t._tickround=null),\"date\"===t.type){var r=t.r2l(t.tick0),n=t.l2r(r).replace(/(^-|i)/g,\"\"),a=n.length;if(\"M\"===String(e).charAt(0))a>10||\"01-01\"!==n.substr(5)?t._tickround=\"d\":t._tickround=+e.substr(1)%12==0?\"y\":\"m\";else if(e>=M&&a<=10||e>=15*M)t._tickround=\"d\";else if(e>=L&&a<=16||e>=E)t._tickround=\"M\";else if(e>=C&&a<=19||e>=L)t._tickround=\"S\";else{var o=t.l2r(r+e).replace(/^-/,\"\").length;t._tickround=Math.max(a,o)-20,t._tickround<0&&(t._tickround=4)}}else if(i(e)||\"L\"===e.charAt(0)){var s=t.range.map(t.r2d||Number);i(e)||(e=Number(e.substr(1))),t._tickround=2-Math.floor(Math.log(e)/Math.LN10+.01);var l=Math.max(Math.abs(s[0]),Math.abs(s[1])),u=Math.floor(Math.log(l)/Math.LN10+.01),c=void 0===t.minexponent?3:t.minexponent;Math.abs(u)>c&&(mt(t.exponentformat)&&!xt(u)?t._tickexponent=3*Math.round((u-1)/3):t._tickexponent=u)}else t._tickround=null}function gt(t,e,r){var n=t.tickfont||{};return{x:e,dx:0,dy:0,text:r||\"\",fontSize:n.size,font:n.family,fontColor:n.color}}q.autoTicks=function(t,e,r){var n;function a(t){return Math.pow(t,Math.floor(Math.log(e)/Math.LN10))}if(\"date\"===t.type){t.tick0=s.dateTick0(t.calendar,0);var o=2*e;if(o>y)e/=y,n=a(10),t.dtick=\"M\"+12*dt(e,n,st);else if(o>T)e/=T,t.dtick=\"M\"+dt(e,1,lt);else if(o>M){if(t.dtick=dt(e,M,t._hasDayOfWeekBreaks?[1,2,7,14]:ct),!r){var l=q.getTickFormat(t),u=\"period\"===t.ticklabelmode;u&&(t._rawTick0=t.tick0),/%[uVW]/.test(l)?t.tick0=s.dateTick0(t.calendar,2):t.tick0=s.dateTick0(t.calendar,1),u&&(t._dowTick0=t.tick0)}}else o>E?t.dtick=dt(e,E,lt):o>L?t.dtick=dt(e,L,ut):o>C?t.dtick=dt(e,C,ut):(n=a(10),t.dtick=dt(e,n,st))}else if(\"log\"===t.type){t.tick0=0;var c=s.simpleMap(t.range,t.r2l);if(t._isMinor&&(e*=1.5),e>.7)t.dtick=Math.ceil(e);else if(Math.abs(c[1]-c[0])<1){var f=1.5*Math.abs((c[1]-c[0])/e);e=Math.abs(Math.pow(10,c[1])-Math.pow(10,c[0]))/f,n=a(10),t.dtick=\"L\"+dt(e,n,st)}else t.dtick=e>.3?\"D2\":\"D1\"}else\"category\"===t.type||\"multicategory\"===t.type?(t.tick0=0,t.dtick=Math.ceil(Math.max(e,1))):Dt(t)?(t.tick0=0,n=1,t.dtick=dt(e,n,pt)):(t.tick0=0,n=a(10),t.dtick=dt(e,n,st));if(0===t.dtick&&(t.dtick=1),!i(t.dtick)&&\"string\"!=typeof t.dtick){var h=t.dtick;throw t.dtick=1,\"ax.dtick error: \"+String(h)}},q.tickIncrement=function(t,e,r,a){var o=r?-1:1;if(i(e))return s.increment(t,o*e);var l=e.charAt(0),u=o*Number(e.substr(1));if(\"M\"===l)return s.incrementMonth(t,u,a);if(\"L\"===l)return Math.log(Math.pow(10,t)+u)/Math.LN10;if(\"D\"===l){var c=\"D2\"===e?ht:ft,f=t+.01*o,h=s.roundUp(s.mod(f,1),c,r);return Math.floor(f)+Math.log(n.round(Math.pow(10,h),1))/Math.LN10}throw\"unrecognized dtick 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d=String(e.text).charAt(0);\"0\"!==d&&\"1\"!==d||(\"y\"===t._id.charAt(0)?e.dx-=e.fontSize/4:(e.dy+=e.fontSize/2,e.dx+=(t.range[1]>t.range[0]?1:-1)*e.fontSize*(l<0?.5:.25)))}}(t,o,0,u,v):\"category\"===c?function(t,e){var r=t._categories[Math.round(e.x)];void 0===r&&(r=\"\"),e.text=String(r)}(t,o):\"multicategory\"===c?function(t,e,r){var n=Math.round(e.x),i=t._categories[n]||[],a=void 0===i[1]?\"\":String(i[1]),o=void 0===i[0]?\"\":String(i[0]);r?e.text=o+\" - \"+a:(e.text=a,e.text2=o)}(t,o,r):Dt(t)?function(t,e,r,n,i){if(\"radians\"!==t.thetaunit||r)e.text=bt(e.x,t,i,n);else{var a=e.x/180;if(0===a)e.text=\"0\";else{var o=function(t){function e(t,e){return Math.abs(t-e)<=1e-6}var r=function(t){for(var r=1;!e(Math.round(t*r)/r,t);)r*=10;return r}(t),n=t*r,i=Math.abs(function t(r,n){return e(n,0)?r:t(n,r%n)}(n,r));return[Math.round(n/i),Math.round(r/i)]}(a);if(o[1]>=100)e.text=bt(s.deg2rad(e.x),t,i,n);else{var 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t.append(\"path\").attr(\"class\",\"zoombox\").style({fill:e>.2?\"rgba(0,0,0,0)\":\"rgba(255,255,255,0)\",\"stroke-width\":0}).attr(\"transform\",u(r,n)).attr(\"d\",i+\"Z\")}function j(t,e,r){return t.append(\"path\").attr(\"class\",\"zoombox-corners\").style({fill:f.background,stroke:f.defaultLine,\"stroke-width\":1,opacity:0}).attr(\"transform\",u(e,r)).attr(\"d\",\"M0,0Z\")}function U(t,e,r,n,i,a){t.attr(\"d\",n+\"M\"+r.l+\",\"+r.t+\"v\"+r.h+\"h\"+r.w+\"v-\"+r.h+\"h-\"+r.w+\"Z\"),V(t,e,i,a)}function V(t,e,r,n){r||(t.transition().style(\"fill\",n>.2?\"rgba(0,0,0,0.4)\":\"rgba(255,255,255,0.3)\").duration(200),e.transition().style(\"opacity\",1).duration(200))}function H(t){n.select(t).selectAll(\".zoombox,.js-zoombox-backdrop,.js-zoombox-menu,.zoombox-corners\").remove()}function q(t){O&&t.data&&t._context.showTips&&(i.notifier(i._(t,\"Double-click to zoom back out\"),\"long\"),O=!1)}function G(t){var e=Math.floor(Math.min(t.b-t.t,t.r-t.l,P)/2);return\"M\"+(t.l-3.5)+\",\"+(t.t-.5+e)+\"h3v\"+-e+\"h\"+e+\"v-3h-\"+(e+3)+\"ZM\"+(t.r+3.5)+\",\"+(t.t-.5+e)+\"h-3v\"+-e+\"h\"+-e+\"v-3h\"+(e+3)+\"ZM\"+(t.r+3.5)+\",\"+(t.b+.5-e)+\"h-3v\"+e+\"h\"+-e+\"v3h\"+(e+3)+\"ZM\"+(t.l-3.5)+\",\"+(t.b+.5-e)+\"h3v\"+e+\"h\"+e+\"v3h-\"+(e+3)+\"Z\"}function Z(t,e,r,n,a){for(var o,s,l,u,c=!1,f={},h={},p=(a||{}).xaHash,d=(a||{}).yaHash,v=0;v<e.length;v++){var g=e[v];for(o in r)if(g[o]){for(l in g)a&&(p[l]||d[l])||(\"x\"===l.charAt(0)?r:n)[l]||(f[l]=o);for(s in n)a&&(p[s]||d[s])||!g[s]||(c=!0)}for(s in n)if(g[s])for(u in g)a&&(p[u]||d[u])||(\"x\"===u.charAt(0)?r:n)[u]||(h[u]=s)}c&&(i.extendFlat(f,h),h={});var y={},m=[];for(l in f){var x=k(t,l);m.push(x),y[x._id]=x}var b={},_=[];for(u in h){var w=k(t,u);_.push(w),b[w._id]=w}return{xaHash:y,yaHash:b,xaxes:m,yaxes:_,xLinks:f,yLinks:h,isSubplotConstrained:c}}function Y(t,e){if(s){var r=void 0!==t.onwheel?\"wheel\":\"mousewheel\";t._onwheel&&t.removeEventListener(r,t._onwheel),t._onwheel=e,t.addEventListener(r,e,{passive:!1})}else void 0!==t.onwheel?t.onwheel=e:void 0!==t.onmousewheel?t.onmousewheel=e:t.isAddedWheelEvent||(t.isAddedWheelEvent=!0,t.addEventListener(\"wheel\",e,{passive:!1}))}function W(t){var e=[];for(var r in t)e.push(t[r]);return e}t.exports={makeDragBox:function(t,e,r,s,u,f,v,y){var O,I,V,X,J,K,$,Q,tt,et,rt,nt,it,at,ot,st,lt,ut,ct,ft,ht,pt,dt,vt=t._fullLayout._zoomlayer,gt=v+y===\"nsew\",yt=1===(v+y).length;function mt(){if(O=e.xaxis,I=e.yaxis,tt=O._length,et=I._length,$=O._offset,Q=I._offset,(V={})[O._id]=O,(X={})[I._id]=I,v&&y)for(var r=e.overlays,n=0;n<r.length;n++){var i=r[n].xaxis;V[i._id]=i;var a=r[n].yaxis;X[a._id]=a}J=W(V),K=W(X),it=z(J,y),at=z(K,v),ot=!at&&!it,nt=Z(t,t._fullLayout._axisMatchGroups,V,X);var o=(rt=Z(t,t._fullLayout._axisConstraintGroups,V,X,nt)).isSubplotConstrained||nt.isSubplotConstrained;st=y||o,lt=v||o;var s=t._fullLayout;ut=s._has(\"scattergl\"),ct=s._has(\"splom\"),ft=s._has(\"svg\")}r+=e.yaxis._shift,mt();var xt=function(t,e,r){return t?\"nsew\"===t?r?\"\":\"pan\"===e?\"move\":\"crosshair\":t.toLowerCase()+\"-resize\":\"pointer\"}(at+it,t._fullLayout.dragmode,gt),bt=D(e,v+y+\"drag\",xt,r,s,u,f);if(ot&&!gt)return bt.onmousedown=null,bt.style.pointerEvents=\"none\",bt;var _t,wt,Tt,kt,At,Mt,St,Et,Lt,Ct,Pt={element:bt,gd:t,plotinfo:e};function Ot(){Pt.plotinfo.selection=!1,M(t)}function It(t,r){var i=Pt.gd;if(i._fullLayout._activeShapeIndex>=0)i._fullLayout._deactivateShape(i);else{var o=i._fullLayout.clickmode;if(H(i),2!==t||yt||qt(),gt)o.indexOf(\"select\")>-1&&S(r,i,J,K,e.id,Pt),o.indexOf(\"event\")>-1&&p.click(i,r,e.id);else if(1===t&&yt){var s=v?I:O,u=\"s\"===v||\"w\"===y?0:1,f=s._name+\".range[\"+u+\"]\",h=function(t,e){var r,n=t.range[e],i=Math.abs(n-t.range[1-e]);return\"date\"===t.type?n:\"log\"===t.type?(r=Math.ceil(Math.max(0,-Math.log(i)/Math.LN10))+3,a(\".\"+r+\"g\")(Math.pow(10,n))):(r=Math.floor(Math.log(Math.abs(n))/Math.LN10)-Math.floor(Math.log(i)/Math.LN10)+4,a(\".\"+String(r)+\"g\")(n))}(s,u),d=\"left\",g=\"middle\";if(s.fixedrange)return;v?(g=\"n\"===v?\"top\":\"bottom\",\"right\"===s.side&&(d=\"right\")):\"e\"===y&&(d=\"right\"),i._context.showAxisRangeEntryBoxes&&n.select(bt).call(c.makeEditable,{gd:i,immediate:!0,background:i._fullLayout.paper_bgcolor,text:String(h),fill:s.tickfont?s.tickfont.color:\"#444\",horizontalAlign:d,verticalAlign:g}).on(\"edit\",(function(t){var e=s.d2r(t);void 0!==e&&l.call(\"_guiRelayout\",i,f,e)}))}}}function Dt(e,r){if(t._transitioningWithDuration)return!1;var n=Math.max(0,Math.min(tt,pt*e+_t)),i=Math.max(0,Math.min(et,dt*r+wt)),a=Math.abs(n-_t),o=Math.abs(i-wt);function s(){St=\"\",Tt.r=Tt.l,Tt.t=Tt.b,Lt.attr(\"d\",\"M0,0Z\")}if(Tt.l=Math.min(_t,n),Tt.r=Math.max(_t,n),Tt.t=Math.min(wt,i),Tt.b=Math.max(wt,i),rt.isSubplotConstrained)a>P||o>P?(St=\"xy\",a/tt>o/et?(o=a*et/tt,wt>i?Tt.t=wt-o:Tt.b=wt+o):(a=o*tt/et,_t>n?Tt.l=_t-a:Tt.r=_t+a),Lt.attr(\"d\",G(Tt))):s();else if(nt.isSubplotConstrained)if(a>P||o>P){St=\"xy\";var l=Math.min(Tt.l/tt,(et-Tt.b)/et),u=Math.max(Tt.r/tt,(et-Tt.t)/et);Tt.l=l*tt,Tt.r=u*tt,Tt.b=(1-l)*et,Tt.t=(1-u)*et,Lt.attr(\"d\",G(Tt))}else 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a=Pt.dragmode,s=t._fullLayout.dragmode;s!==a&&(Pt.dragmode=s),mt(),pt=t._fullLayout._invScaleX,dt=t._fullLayout._invScaleY,ot||(gt?e.shiftKey?\"pan\"===s?s=\"zoom\":m(s)||(s=\"pan\"):e.ctrlKey&&(s=\"pan\"):s=\"pan\"),x(s)?Pt.minDrag=1:Pt.minDrag=void 0,m(s)?(Pt.xaxes=J,Pt.yaxes=K,A(e,r,n,Pt,s)):(Pt.clickFn=It,m(a)&&Ot(),ot||(\"zoom\"===s?(Pt.moveFn=Dt,Pt.doneFn=Rt,Pt.minDrag=1,function(e,r,n){var a=bt.getBoundingClientRect();_t=r-a.left,wt=n-a.top,t._fullLayout._calcInverseTransform(t);var s=i.apply3DTransform(t._fullLayout._invTransform)(_t,wt);_t=s[0],wt=s[1],Tt={l:_t,r:_t,w:0,t:wt,b:wt,h:0},kt=t._hmpixcount?t._hmlumcount/t._hmpixcount:o(t._fullLayout.plot_bgcolor).getLuminance(),Mt=!1,St=\"xy\",Ct=!1,Et=N(vt,kt,$,Q,At=\"M0,0H\"+tt+\"V\"+et+\"H0V0\"),Lt=j(vt,$,Q)}(0,r,n)):\"pan\"===s&&(Pt.moveFn=Ut,Pt.doneFn=Gt))),t._fullLayout._redrag=function(){var e=t._dragdata;if(e&&e.element===bt){var r=t._fullLayout.dragmode;m(r)||(mt(),Zt([0,0,tt,et]),Pt.moveFn(e.dx,e.dy))}}},g.init(Pt);var Ft=[0,0,tt,et],Bt=null,Nt=L.REDRAWDELAY,jt=e.mainplot?t._fullLayout._plots[e.mainplot]:e;function Ut(e,r){if(e*=pt,r*=dt,!t._transitioningWithDuration){if(t._fullLayout._replotting=!0,\"ew\"===it||\"ns\"===at){var n=it?-e:0,i=at?-r:0;if(nt.isSubplotConstrained){if(it&&at){var a=(e/tt-r/et)/2;n=-(e=a*tt),i=-(r=-a*et)}at?n=-i*tt/et:i=-n*et/tt}return it&&(F(J,e),Vt(\"x\")),at&&(F(K,r),Vt(\"y\")),Zt([n,i,tt,et]),Ht(),void t.emit(\"plotly_relayouting\",ht)}var o,s,l=\"w\"===it==(\"n\"===at)?1:-1;if(it&&at&&(rt.isSubplotConstrained||nt.isSubplotConstrained)){var u=(e/tt+l*r/et)/2;e=u*tt,r=l*u*et}if(\"w\"===it?e=p(J,0,e):\"e\"===it?e=p(J,1,-e):it||(e=0),\"n\"===at?r=p(K,1,r):\"s\"===at?r=p(K,0,-r):at||(r=0),o=\"w\"===it?e:0,s=\"n\"===at?r:0,rt.isSubplotConstrained&&!nt.isSubplotConstrained||nt.isSubplotConstrained&&it&&at&&l>0){var c;if(nt.isSubplotConstrained||!it&&1===at.length){for(c=0;c<J.length;c++)J[c].range=J[c]._r.slice(),E(J[c],1-r/et);o=(e=r*tt/et)/2}if(nt.isSubplotConstrained||!at&&1===it.length){for(c=0;c<K.length;c++)K[c].range=K[c]._r.slice(),E(K[c],1-e/tt);s=(r=e*et/tt)/2}}nt.isSubplotConstrained&&at||Vt(\"x\"),nt.isSubplotConstrained&&it||Vt(\"y\");var f=tt-e,h=et-r;!nt.isSubplotConstrained||it&&at||(it?(s=o?0:e*et/tt,h=f*et/tt):(o=s?0:r*tt/et,f=h*tt/et)),Zt([o,s,f,h]),Ht(),t.emit(\"plotly_relayouting\",ht)}function p(t,e,r){for(var n,i,a=1-e,o=0;o<t.length;o++){var s=t[o];if(!s.fixedrange){n=s,i=s._rl[a]+(s._rl[e]-s._rl[a])/B(r/s._length);var l=s.l2r(i);!1!==l&&void 0!==l&&(s.range[e]=l)}}return n._length*(n._rl[e]-i)/(n._rl[e]-n._rl[a])}}function Vt(t,e){for(var r=nt.isSubplotConstrained?{x:K,y:J}[t]:nt[t+\"axes\"],n=nt.isSubplotConstrained?{x:J,y:K}[t]:[],i=0;i<r.length;i++){var a=r[i],o=a._id,s=nt.xLinks[o]||nt.yLinks[o],l=n[0]||V[s]||X[s];l&&(e?(e[a._name+\".range[0]\"]=e[l._name+\".range[0]\"],e[a._name+\".range[1]\"]=e[l._name+\".range[1]\"]):a.range=l.range.slice())}}function Ht(){var r,n=[];function i(t){for(r=0;r<t.length;r++)t[r].fixedrange||n.push(t[r]._id)}function a(t,e){for(r=0;r<t.length;r++){var i=t[r],a=i[e];i.fixedrange||\"sync\"!==a.tickmode||n.push(a._id)}}for(st&&(i(J),i(rt.xaxes),i(nt.xaxes),a(e.overlays,\"xaxis\")),lt&&(i(K),i(rt.yaxes),i(nt.yaxes),a(e.overlays,\"yaxis\")),ht={},r=0;r<n.length;r++){var o=n[r],s=k(t,o);d.drawOne(t,s,{skipTitle:!0}),ht[s._name+\".range[0]\"]=s.range[0],ht[s._name+\".range[1]\"]=s.range[1]}d.redrawComponents(t,n)}function qt(){if(!t._transitioningWithDuration){var e=t._context.doubleClick,r=[];it&&(r=r.concat(J)),at&&(r=r.concat(K)),nt.xaxes&&(r=r.concat(nt.xaxes)),nt.yaxes&&(r=r.concat(nt.yaxes));var n,i,a={};if(\"reset+autosize\"===e)for(e=\"autosize\",i=0;i<r.length;i++){var o=(n=r[i])._rangeInitial0,s=n._rangeInitial1,u=void 0!==o||void 0!==s;if(u&&(void 0!==o&&o!==n.range[0]||void 0!==s&&s!==n.range[1])||!u&&!0!==n.autorange){e=\"reset\";break}}if(\"autosize\"===e)for(i=0;i<r.length;i++)(n=r[i]).fixedrange||(a[n._name+\".autorange\"]=!0);else if(\"reset\"===e)for((it||rt.isSubplotConstrained)&&(r=r.concat(rt.xaxes)),at&&!rt.isSubplotConstrained&&(r=r.concat(rt.yaxes)),rt.isSubplotConstrained&&(it?at||(r=r.concat(K)):r=r.concat(J)),i=0;i<r.length;i++)if(!(n=r[i]).fixedrange){var c=n._name,f=n._autorangeInitial;void 0===n._rangeInitial0&&void 0===n._rangeInitial1?a[c+\".autorange\"]=!0:void 0===n._rangeInitial0?(a[c+\".autorange\"]=f,a[c+\".range\"]=[null,n._rangeInitial1]):void 0===n._rangeInitial1?(a[c+\".range\"]=[n._rangeInitial0,null],a[c+\".autorange\"]=f):a[c+\".range\"]=[n._rangeInitial0,n._rangeInitial1]}t.emit(\"plotly_doubleclick\",null),l.call(\"_guiRelayout\",t,a)}}function Gt(){Zt([0,0,tt,et]),i.syncOrAsync([T.previousPromises,function(){t._fullLayout._replotting=!1,l.call(\"_guiRelayout\",t,ht)}],t)}function Zt(e){var r,n,a,o,s=t._fullLayout,u=s._plots,c=s._subplots.cartesian;if(ct&&l.subplotsRegistry.splom.drag(t),ut)for(r=0;r<c.length;r++)if(a=(n=u[c[r]]).xaxis,o=n.yaxis,n._scene){var f=i.simpleMap(a.range,a.r2l),p=i.simpleMap(o.range,o.r2l);a.limitRange&&a.limitRange(),o.limitRange&&o.limitRange(),f=a.range,p=o.range,n._scene.update({range:[f[0],p[0],f[1],p[1]]})}if((ct||ut)&&(_(t),w(t)),ft){var d=e[2]/O._length,g=e[3]/I._length;for(r=0;r<c.length;r++){a=(n=u[c[r]]).xaxis,o=n.yaxis;var m,x,b,T,k=(st||nt.isSubplotConstrained)&&!a.fixedrange&&V[a._id],A=(lt||nt.isSubplotConstrained)&&!o.fixedrange&&X[o._id];if(k?(m=d,b=y||nt.isSubplotConstrained?e[0]:Xt(a,m)):nt.xaHash[a._id]?(m=d,b=e[0]*a._length/O._length):nt.yaHash[a._id]?(m=g,b=\"ns\"===at?-e[1]*a._length/I._length:Xt(a,m,{n:\"top\",s:\"bottom\"}[at])):b=Wt(a,m=Yt(a,d,g)),m>1&&(void 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r=function(t,e){return[t[1]*e[2]-t[2]*e[1],t[2]*e[0]-t[0]*e[2],t[0]*e[1]-t[1]*e[0]]}(t,e),n=Math.sqrt(x(r,r)),i=.5*Math.acos(Math.max(-1,Math.min(1,x(t,e)))),a=Math.sin(i)/n;return n&&[Math.cos(i),r[2]*a,-r[1]*a,r[0]*a]}}(r,_),T=function(t){return[Math.atan2(2*(t[0]*t[1]+t[2]*t[3]),1-2*(t[1]*t[1]+t[2]*t[2]))*s,Math.asin(Math.max(-1,Math.min(1,2*(t[0]*t[2]-t[3]*t[1]))))*s,Math.atan2(2*(t[0]*t[3]+t[1]*t[2]),1-2*(t[2]*t[2]+t[3]*t[3]))*s]}((o=(t=C)[0],l=t[1],u=t[2],c=t[3],[o*(f=(a=w)[0])-l*(p=a[1])-u*(d=a[2])-c*(y=a[3]),o*p+l*f+u*y-c*d,o*d-l*y+u*f+c*p,o*y+l*d-u*p+c*f])),k=i.r=function(t,e,r){var n=m(e,2,t[0]);n=m(n,1,t[1]),n=m(n,0,t[2]-r[2]);var i,a,o=e[0],l=e[1],u=e[2],c=n[0],f=n[1],h=n[2],p=Math.atan2(l,o)*s,d=Math.sqrt(o*o+l*l);Math.abs(f)>d?(a=(f>0?90:-90)-p,i=0):(a=Math.asin(f/d)*s-p,i=Math.sqrt(d*d-f*f));var v=180-a-2*p,y=(Math.atan2(h,c)-Math.atan2(u,i))*s,x=(Math.atan2(h,c)-Math.atan2(u,-i))*s;return g(r[0],r[1],a,y)<=g(r[0],r[1],v,x)?[a,y,r[2]]:[v,x,r[2]]}(T,r,E);isFinite(k[0])&&isFinite(k[1])&&isFinite(k[2])||(k=E),e.rotate(k),E=k}}else r=v(e,M=b);h.of(this,arguments)({type:\"zoom\"})})),A=h.of(this,arguments),p++||A({type:\"zoomstart\"})})).on(\"zoomend\",(function(){var r;n.select(this).style(u),d.call(a,\"zoom\",null),r=h.of(this,arguments),--p||r({type:\"zoomend\"}),f(t,e,y)})).on(\"zoom.redraw\",(function(){t.render(!0);var r=e.rotate();t.graphDiv.emit(\"plotly_relayouting\",{\"geo.projection.scale\":e.scale()/t.fitScale,\"geo.projection.rotation.lon\":-r[0],\"geo.projection.rotation.lat\":-r[1]})})),n.rebind(a,h,\"on\")}function v(t,e){var r=t.invert(e);return r&&isFinite(r[0])&&isFinite(r[1])&&function(t){var e=t[0]*o,r=t[1]*o,n=Math.cos(r);return[n*Math.cos(e),n*Math.sin(e),Math.sin(r)]}(r)}function g(t,e,r,n){var i=y(r-t),a=y(n-e);return Math.sqrt(i*i+a*a)}function y(t){return(t%360+540)%360-180}function m(t,e,r){var n=r*o,i=t.slice(),a=0===e?1:0,s=2===e?1:2,l=Math.cos(n),u=Math.sin(n);return i[a]=t[a]*l-t[s]*u,i[s]=t[s]*l+t[a]*u,i}function x(t,e){for(var r=0,n=0,i=t.length;n<i;++n)r+=t[n]*e[n];return r}t.exports=function(t,e){var r=t.projection;return(e._isScoped?h:e._isClipped?d:p)(t,r)}},27659:function(t,e,r){\"use strict\";var n=r(73972),i=r(85555).SUBPLOT_PATTERN;e.AU=function(t,e,r){var i=n.subplotsRegistry[e];if(!i)return[];for(var a=i.attr,o=[],s=0;s<t.length;s++){var l=t[s];l[0].trace[a]===r&&o.push(l)}return o},e.a0=function(t,e){var r,i=[],a=[];if(!(r=\"string\"==typeof e?n.getModule(e).plot:\"function\"==typeof e?e:e.plot))return[i,t];for(var o=0;o<t.length;o++){var s=t[o],l=s[0].trace;!0===l.visible&&0!==l._length&&(l._module&&l._module.plot===r?i.push(s):a.push(s))}return[i,a]},e.NG=function(t,e,r){if(!n.subplotsRegistry[e])return[];var a,o,s,l=n.subplotsRegistry[e].attr,u=[];if(\"gl2d\"===e){var c=r.match(i);o=\"x\"+c[1],s=\"y\"+c[2]}for(var f=0;f<t.length;f++)a=t[f],\"gl2d\"===e&&n.traceIs(a,\"gl2d\")?a[l[0]]===o&&a[l[1]]===s&&u.push(a):a[l]===r&&u.push(a);return u}},75071:function(t,e,r){\"use strict\";var n=r(16825),i=r(1195),a=r(48956),o=r(85555),s=r(38520);function l(t,e){this.element=t,this.plot=e,this.mouseListener=null,this.wheelListener=null,this.lastInputTime=Date.now(),this.lastPos=[0,0],this.boxEnabled=!1,this.boxInited=!1,this.boxStart=[0,0],this.boxEnd=[0,0],this.dragStart=[0,0]}t.exports=function(t){var e=t.mouseContainer,r=t.glplot,u=new l(e,r);function c(){t.xaxis.autorange=!1,t.yaxis.autorange=!1}function f(e,n,i){var a,s,l=t.calcDataBox(),f=r.viewBox,h=u.lastPos[0],p=u.lastPos[1],d=o.MINDRAG*r.pixelRatio,v=o.MINZOOM*r.pixelRatio;function g(e,r,n){var i=Math.min(r,n),a=Math.max(r,n);i!==a?(l[e]=i,l[e+2]=a,u.dataBox=l,t.setRanges(l)):(t.selectBox.selectBox=[0,0,1,1],t.glplot.setDirty())}switch(n*=r.pixelRatio,i*=r.pixelRatio,i=f[3]-f[1]-i,t.fullLayout.dragmode){case\"zoom\":if(e){var y=n/(f[2]-f[0])*(l[2]-l[0])+l[0],m=i/(f[3]-f[1])*(l[3]-l[1])+l[1];u.boxInited||(u.boxStart[0]=y,u.boxStart[1]=m,u.dragStart[0]=n,u.dragStart[1]=i),u.boxEnd[0]=y,u.boxEnd[1]=m,u.boxInited=!0,u.boxEnabled||u.boxStart[0]===u.boxEnd[0]&&u.boxStart[1]===u.boxEnd[1]||(u.boxEnabled=!0);var x=Math.abs(u.dragStart[0]-n)<v,b=Math.abs(u.dragStart[1]-i)<v;if(!function(){for(var e=t.graphDiv._fullLayout._axisConstraintGroups,r=t.xaxis._id,n=t.yaxis._id,i=0;i<e.length;i++)if(-1!==e[i][r]){if(-1!==e[i][n])return!0;break}return!1}()||x&&b)x&&(u.boxEnd[0]=u.boxStart[0]),b&&(u.boxEnd[1]=u.boxStart[1]);else{a=u.boxEnd[0]-u.boxStart[0],s=u.boxEnd[1]-u.boxStart[1];var _=(l[3]-l[1])/(l[2]-l[0]);Math.abs(a*_)>Math.abs(s)?(u.boxEnd[1]=u.boxStart[1]+Math.abs(a)*_*(s>=0?1:-1),u.boxEnd[1]<l[1]?(u.boxEnd[1]=l[1],u.boxEnd[0]=u.boxStart[0]+(l[1]-u.boxStart[1])/Math.abs(_)):u.boxEnd[1]>l[3]&&(u.boxEnd[1]=l[3],u.boxEnd[0]=u.boxStart[0]+(l[3]-u.boxStart[1])/Math.abs(_))):(u.boxEnd[0]=u.boxStart[0]+Math.abs(s)/_*(a>=0?1:-1),u.boxEnd[0]<l[0]?(u.boxEnd[0]=l[0],u.boxEnd[1]=u.boxStart[1]+(l[0]-u.boxStart[0])*Math.abs(_)):u.boxEnd[0]>l[2]&&(u.boxEnd[0]=l[2],u.boxEnd[1]=u.boxStart[1]+(l[2]-u.boxStart[0])*Math.abs(_)))}}else u.boxEnabled?(a=u.boxStart[0]!==u.boxEnd[0],s=u.boxStart[1]!==u.boxEnd[1],a||s?(a&&(g(0,u.boxStart[0],u.boxEnd[0]),t.xaxis.autorange=!1),s&&(g(1,u.boxStart[1],u.boxEnd[1]),t.yaxis.autorange=!1),t.relayoutCallback()):t.glplot.setDirty(),u.boxEnabled=!1,u.boxInited=!1):u.boxInited&&(u.boxInited=!1);break;case\"pan\":u.boxEnabled=!1,u.boxInited=!1,e?(u.panning||(u.dragStart[0]=n,u.dragStart[1]=i),Math.abs(u.dragStart[0]-n)<d&&(n=u.dragStart[0]),Math.abs(u.dragStart[1]-i)<d&&(i=u.dragStart[1]),a=(h-n)*(l[2]-l[0])/(r.viewBox[2]-r.viewBox[0]),s=(p-i)*(l[3]-l[1])/(r.viewBox[3]-r.viewBox[1]),l[0]+=a,l[2]+=a,l[1]+=s,l[3]+=s,t.setRanges(l),u.panning=!0,u.lastInputTime=Date.now(),c(),t.cameraChanged(),t.handleAnnotations()):u.panning&&(u.panning=!1,t.relayoutCallback())}u.lastPos[0]=n,u.lastPos[1]=i}return u.mouseListener=n(e,f),e.addEventListener(\"touchstart\",(function(t){var r=a(t.changedTouches[0],e);f(0,r[0],r[1]),f(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchmove\",(function(t){t.preventDefault();var r=a(t.changedTouches[0],e);f(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchend\",(function(t){f(0,u.lastPos[0],u.lastPos[1]),t.preventDefault()}),!!s&&{passive:!1}),u.wheelListener=i(e,(function(e,n){if(!t.scrollZoom)return!1;var i=t.calcDataBox(),a=r.viewBox,o=u.lastPos[0],s=u.lastPos[1],l=Math.exp(5*n/(a[3]-a[1])),f=o/(a[2]-a[0])*(i[2]-i[0])+i[0],h=s/(a[3]-a[1])*(i[3]-i[1])+i[1];return i[0]=(i[0]-f)*l+f,i[2]=(i[2]-f)*l+f,i[1]=(i[1]-h)*l+h,i[3]=(i[3]-h)*l+h,t.setRanges(i),u.lastInputTime=Date.now(),c(),t.cameraChanged(),t.handleAnnotations(),t.relayoutCallback(),!0}),!0),u}},82961:function(t,e,r){\"use strict\";var n=r(89298),i=r(78614);function a(t){this.scene=t,this.gl=t.gl,this.pixelRatio=t.pixelRatio,this.screenBox=[0,0,1,1],this.viewBox=[0,0,1,1],this.dataBox=[-1,-1,1,1],this.borderLineEnable=[!1,!1,!1,!1],this.borderLineWidth=[1,1,1,1],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.ticks=[[],[]],this.tickEnable=[!0,!0,!1,!1],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labels=[\"x\",\"y\"],this.labelEnable=[!0,!0,!1,!1],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelPad=[15,15,15,15],this.labelSize=[12,12],this.labelFont=[\"sans-serif\",\"sans-serif\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.title=\"\",this.titleEnable=!0,this.titleCenter=[0,0,0,0],this.titleAngle=0,this.titleColor=[0,0,0,1],this.titleFont=\"sans-serif\",this.titleSize=18,this.gridLineEnable=[!0,!0],this.gridLineColor=[[0,0,0,.5],[0,0,0,.5]],this.gridLineWidth=[1,1],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[1,1],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.static=this.scene.staticPlot}var o=a.prototype,s=[\"xaxis\",\"yaxis\"];o.merge=function(t){var e,r,n,a,o,l,u,c,f,h,p;for(this.titleEnable=!1,this.backgroundColor=i(t.plot_bgcolor),h=0;h<2;++h){var d=(e=s[h]).charAt(0);for(n=(r=t[this.scene[e]._name]).title.text===this.scene.fullLayout._dfltTitle[d]?\"\":r.title.text,p=0;p<=2;p+=2)this.labelEnable[h+p]=!1,this.labels[h+p]=n,this.labelColor[h+p]=i(r.title.font.color),this.labelFont[h+p]=r.title.font.family,this.labelSize[h+p]=r.title.font.size,this.labelPad[h+p]=this.getLabelPad(e,r),this.tickEnable[h+p]=!1,this.tickColor[h+p]=i((r.tickfont||{}).color),this.tickAngle[h+p]=\"auto\"===r.tickangle?0:Math.PI*-r.tickangle/180,this.tickPad[h+p]=this.getTickPad(r),this.tickMarkLength[h+p]=0,this.tickMarkWidth[h+p]=r.tickwidth||0,this.tickMarkColor[h+p]=i(r.tickcolor),this.borderLineEnable[h+p]=!1,this.borderLineColor[h+p]=i(r.linecolor),this.borderLineWidth[h+p]=r.linewidth||0;u=this.hasSharedAxis(r),o=this.hasAxisInDfltPos(e,r)&&!u,l=this.hasAxisInAltrPos(e,r)&&!u,a=r.mirror||!1,c=u?-1!==String(a).indexOf(\"all\"):!!a,f=u?\"allticks\"===a:-1!==String(a).indexOf(\"ticks\"),o?this.labelEnable[h]=!0:l&&(this.labelEnable[h+2]=!0),o?this.tickEnable[h]=r.showticklabels:l&&(this.tickEnable[h+2]=r.showticklabels),(o||c)&&(this.borderLineEnable[h]=r.showline),(l||c)&&(this.borderLineEnable[h+2]=r.showline),(o||f)&&(this.tickMarkLength[h]=this.getTickMarkLength(r)),(l||f)&&(this.tickMarkLength[h+2]=this.getTickMarkLength(r)),this.gridLineEnable[h]=r.showgrid,this.gridLineColor[h]=i(r.gridcolor),this.gridLineWidth[h]=r.gridwidth,this.zeroLineEnable[h]=r.zeroline,this.zeroLineColor[h]=i(r.zerolinecolor),this.zeroLineWidth[h]=r.zerolinewidth}},o.hasSharedAxis=function(t){var e=this.scene,r=e.fullLayout._subplots.gl2d;return 0!==n.findSubplotsWithAxis(r,t).indexOf(e.id)},o.hasAxisInDfltPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"bottom\"===r:\"yaxis\"===t?\"left\"===r:void 0},o.hasAxisInAltrPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"top\"===r:\"yaxis\"===t?\"right\"===r:void 0},o.getLabelPad=function(t,e){var r=1.5,n=e.title.font.size,i=e.showticklabels;return\"xaxis\"===t?\"top\"===e.side?n*(r+(i?1:0))-10:n*(r+(i?.5:0))-10:\"yaxis\"===t?\"right\"===e.side?10+n*(r+(i?1:.5)):10+n*(r+(i?.5:0)):void 0},o.getTickPad=function(t){return\"outside\"===t.ticks?10+t.ticklen:15},o.getTickMarkLength=function(t){if(!t.ticks)return 0;var e=t.ticklen;return\"inside\"===t.ticks?-e:e},t.exports=function(t){return new a(t)}},4796:function(t,e,r){\"use strict\";var n=r(30962).overrideAll,i=r(92918),a=r(10820),o=r(77922),s=r(85555),l=r(93612),u=r(528),c=r(27659).NG;e.name=\"gl2d\",e.attr=[\"xaxis\",\"yaxis\"],e.idRoot=[\"x\",\"y\"],e.idRegex=s.idRegex,e.attrRegex=s.attrRegex,e.attributes=r(89502),e.supplyLayoutDefaults=function(t,e,r){e._has(\"cartesian\")||l.supplyLayoutDefaults(t,e,r)},e.layoutAttrOverrides=n(l.layoutAttributes,\"plot\",\"from-root\"),e.baseLayoutAttrOverrides=n({plot_bgcolor:a.plot_bgcolor,hoverlabel:u.hoverlabel},\"plot\",\"nested\"),e.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl2d,a=0;a<n.length;a++){var o=n[a],s=e._plots[o],l=c(r,\"gl2d\",o),u=s._scene2d;void 0===u&&(u=new i({id:o,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio},e),s._scene2d=u),u.plot(l,t.calcdata,e,t.layout)}},e.clean=function(t,e,r,n){for(var i=n._subplots.gl2d||[],a=0;a<i.length;a++){var o=i[a],s=n._plots[o];s._scene2d&&0===c(t,\"gl2d\",o).length&&(s._scene2d.destroy(),delete n._plots[o])}l.clean.apply(this,arguments)},e.drawFramework=function(t){t._context.staticPlot||l.drawFramework(t)},e.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){var i=e._plots[r[n]]._scene2d,a=i.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":a,x:0,y:0,width:\"100%\",height:\"100%\",preserveAspectRatio:\"none\"}),i.destroy()}},e.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++)e._plots[r[n]]._scene2d.updateFx(e.dragmode)}},92918:function(t,e,r){\"use strict\";var n,i,a=r(73972),o=r(89298),s=r(30211),l=r(9330).gl_plot2d,u=r(9330).gl_spikes2d,c=r(9330).gl_select_box,f=r(40372),h=r(82961),p=r(75071),d=r(58617),v=r(99082),g=v.enforce,y=v.clean,m=r(71739).doAutoRange,x=r(64505),b=x.drawMode,_=x.selectMode,w=[\"xaxis\",\"yaxis\"],T=r(85555).SUBPLOT_PATTERN;function k(t,e){this.container=t.container,this.graphDiv=t.graphDiv,this.pixelRatio=t.plotGlPixelRatio||window.devicePixelRatio,this.id=t.id,this.staticPlot=!!t.staticPlot,this.scrollZoom=this.graphDiv._context._scrollZoom.cartesian,this.fullData=null,this.updateRefs(e),this.makeFramework(),this.stopped||(this.glplotOptions=h(this),this.glplotOptions.merge(e),this.glplot=l(this.glplotOptions),this.camera=p(this),this.traces={},this.spikes=u(this.glplot),this.selectBox=c(this.glplot,{innerFill:!1,outerFill:!0}),this.lastButtonState=0,this.pickResult=null,this.isMouseOver=!0,this.stopped=!1,this.redraw=this.draw.bind(this),this.redraw())}t.exports=k;var A=k.prototype;A.makeFramework=function(){if(this.staticPlot){if(!(i||(n=document.createElement(\"canvas\"),i=f({canvas:n,preserveDrawingBuffer:!1,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"Error creating static canvas/context for image server\");this.canvas=n,this.gl=i}else{var t=this.container.querySelector(\".gl-canvas-focus\"),e=f({canvas:t,preserveDrawingBuffer:!0,premultipliedAlpha:!0});if(!e)return d(this),void(this.stopped=!0);this.canvas=t,this.gl=e}var r=this.canvas;r.style.width=\"100%\",r.style.height=\"100%\",r.style.position=\"absolute\",r.style.top=\"0px\",r.style.left=\"0px\",r.style[\"pointer-events\"]=\"none\",this.updateSize(r);var a=this.svgContainer=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");a.style.position=\"absolute\",a.style.top=a.style.left=\"0px\",a.style.width=a.style.height=\"100%\",a.style[\"z-index\"]=20,a.style[\"pointer-events\"]=\"none\";var o=this.mouseContainer=document.createElement(\"div\");o.style.position=\"absolute\",o.style[\"pointer-events\"]=\"auto\",this.pickCanvas=this.container.querySelector(\".gl-canvas-pick\");var s=this.container;s.appendChild(a),s.appendChild(o);var l=this;o.addEventListener(\"mouseout\",(function(){l.isMouseOver=!1,l.unhover()})),o.addEventListener(\"mouseover\",(function(){l.isMouseOver=!0}))},A.toImage=function(t){t||(t=\"png\"),this.stopped=!0,this.staticPlot&&this.container.appendChild(n),this.updateSize(this.canvas);var e=this.glplot.gl,r=e.drawingBufferWidth,i=e.drawingBufferHeight;e.clearColor(1,1,1,0),e.clear(e.COLOR_BUFFER_BIT|e.DEPTH_BUFFER_BIT),this.glplot.setDirty(),this.glplot.draw(),e.bindFramebuffer(e.FRAMEBUFFER,null);var a=new Uint8Array(r*i*4);e.readPixels(0,0,r,i,e.RGBA,e.UNSIGNED_BYTE,a);for(var o=0,s=i-1;o<s;++o,--s)for(var l=0;l<r;++l)for(var u=0;u<4;++u){var c=a[4*(r*o+l)+u];a[4*(r*o+l)+u]=a[4*(r*s+l)+u],a[4*(r*s+l)+u]=c}var f=document.createElement(\"canvas\");f.width=r,f.height=i;var h,p=f.getContext(\"2d\",{willReadFrequently:!0}),d=p.createImageData(r,i);switch(d.data.set(a),p.putImageData(d,0,0),t){case\"jpeg\":h=f.toDataURL(\"image/jpeg\");break;case\"webp\":h=f.toDataURL(\"image/webp\");break;default:h=f.toDataURL(\"image/png\")}return this.staticPlot&&this.container.removeChild(n),h},A.updateSize=function(t){t||(t=this.canvas);var e=this.pixelRatio,r=this.fullLayout,n=r.width,i=r.height,a=0|Math.ceil(e*n),o=0|Math.ceil(e*i);return t.width===a&&t.height===o||(t.width=a,t.height=o),t},A.computeTickMarks=function(){this.xaxis.setScale(),this.yaxis.setScale();for(var t=[o.calcTicks(this.xaxis),o.calcTicks(this.yaxis)],e=0;e<2;++e)for(var r=0;r<t[e].length;++r)t[e][r].text=t[e][r].text+\"\";return t},A.updateRefs=function(t){this.fullLayout=t;var e=this.id.match(T),r=\"xaxis\"+e[1],n=\"yaxis\"+e[2];this.xaxis=this.fullLayout[r],this.yaxis=this.fullLayout[n]},A.relayoutCallback=function(){var t=this.graphDiv,e=this.xaxis,r=this.yaxis,n=t.layout,i={},o=i[e._name+\".range\"]=e.range.slice(),s=i[r._name+\".range\"]=r.range.slice();i[e._name+\".autorange\"]=e.autorange,i[r._name+\".autorange\"]=r.autorange,a.call(\"_storeDirectGUIEdit\",t.layout,t._fullLayout._preGUI,i);var l=n[e._name];l.range=o,l.autorange=e.autorange;var u=n[r._name];u.range=s,u.autorange=r.autorange,i.lastInputTime=this.camera.lastInputTime,t.emit(\"plotly_relayout\",i)},A.cameraChanged=function(){var t=this.camera;this.glplot.setDataBox(this.calcDataBox());var e=this.computeTickMarks();(function(t,e){for(var r=0;r<2;++r){var n=t[r],i=e[r];if(n.length!==i.length)return!0;for(var a=0;a<n.length;++a)if(n[a].x!==i[a].x)return!0}return!1})(e,this.glplotOptions.ticks)&&(this.glplotOptions.ticks=e,this.glplotOptions.dataBox=t.dataBox,this.glplot.update(this.glplotOptions),this.handleAnnotations())},A.handleAnnotations=function(){for(var t=this.graphDiv,e=this.fullLayout.annotations,r=0;r<e.length;r++){var n=e[r];n.xref===this.xaxis._id&&n.yref===this.yaxis._id&&a.getComponentMethod(\"annotations\",\"drawOne\")(t,r)}},A.destroy=function(){if(this.glplot){var t=this.traces;t&&Object.keys(t).map((function(e){t[e].dispose(),delete t[e]})),this.glplot.dispose(),this.container.removeChild(this.svgContainer),this.container.removeChild(this.mouseContainer),this.fullData=null,this.glplot=null,this.stopped=!0,this.camera.mouseListener.enabled=!1,this.mouseContainer.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null}},A.plot=function(t,e,r){var n=this.glplot;this.updateRefs(r),this.xaxis.clearCalc(),this.yaxis.clearCalc(),this.updateTraces(t,e),this.updateFx(r.dragmode);var i=r.width,a=r.height;this.updateSize(this.canvas);var o=this.glplotOptions;o.merge(r),o.screenBox=[0,0,i,a];var s={_fullLayout:{_axisConstraintGroups:r._axisConstraintGroups,xaxis:this.xaxis,yaxis:this.yaxis,_size:r._size}};y(s,this.xaxis),y(s,this.yaxis);var l,u,c=r._size,f=this.xaxis.domain,h=this.yaxis.domain;for(o.viewBox=[c.l+f[0]*c.w,c.b+h[0]*c.h,i-c.r-(1-f[1])*c.w,a-c.t-(1-h[1])*c.h],this.mouseContainer.style.width=c.w*(f[1]-f[0])+\"px\",this.mouseContainer.style.height=c.h*(h[1]-h[0])+\"px\",this.mouseContainer.height=c.h*(h[1]-h[0]),this.mouseContainer.style.left=c.l+f[0]*c.w+\"px\",this.mouseContainer.style.top=c.t+(1-h[1])*c.h+\"px\",u=0;u<2;++u)(l=this[w[u]])._length=o.viewBox[u+2]-o.viewBox[u],m(this.graphDiv,l),l.setScale();g(s),o.ticks=this.computeTickMarks(),o.dataBox=this.calcDataBox(),o.merge(r),n.update(o),this.glplot.draw()},A.calcDataBox=function(){var t=this.xaxis,e=this.yaxis,r=t.range,n=e.range,i=t.r2l,a=e.r2l;return[i(r[0]),a(n[0]),i(r[1]),a(n[1])]},A.setRanges=function(t){var e=this.xaxis,r=this.yaxis,n=e.l2r,i=r.l2r;e.range=[n(t[0]),n(t[2])],r.range=[i(t[1]),i(t[3])]},A.updateTraces=function(t,e){var r,n,i,a=Object.keys(this.traces);this.fullData=t;t:for(r=0;r<a.length;r++){var o=a[r],s=this.traces[o];for(n=0;n<t.length;n++)if((i=t[n]).uid===o&&i.type===s.type)continue t;s.dispose(),delete this.traces[o]}for(r=0;r<t.length;r++){i=t[r];var l=e[r],u=this.traces[i.uid];u?u.update(i,l):(u=i._module.plot(this,i,l),this.traces[i.uid]=u)}this.glplot.objects.sort((function(t,e){return t._trace.index-e._trace.index}))},A.updateFx=function(t){_(t)||b(t)?(this.pickCanvas.style[\"pointer-events\"]=\"none\",this.mouseContainer.style[\"pointer-events\"]=\"none\"):(this.pickCanvas.style[\"pointer-events\"]=\"auto\",this.mouseContainer.style[\"pointer-events\"]=\"auto\"),this.mouseContainer.style.cursor=\"pan\"===t?\"move\":\"zoom\"===t?\"crosshair\":null},A.emitPointAction=function(t,e){for(var r,n=t.trace.uid,i=t.pointIndex,a=0;a<this.fullData.length;a++)this.fullData[a].uid===n&&(r=this.fullData[a]);var o={x:t.traceCoord[0],y:t.traceCoord[1],curveNumber:r.index,pointNumber:i,data:r._input,fullData:this.fullData,xaxis:this.xaxis,yaxis:this.yaxis};s.appendArrayPointValue(o,r,i),this.graphDiv.emit(e,{points:[o]})},A.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=1===this.lastButtonState&&0===r.buttons,i=this.fullLayout;this.lastButtonState=r.buttons,this.cameraChanged();var a,o=r.x*t.pixelRatio,l=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&\"zoom\"===i.dragmode){this.selectBox.enabled=!0;for(var u=this.selectBox.selectBox=[Math.min(e.boxStart[0],e.boxEnd[0]),Math.min(e.boxStart[1],e.boxEnd[1]),Math.max(e.boxStart[0],e.boxEnd[0]),Math.max(e.boxStart[1],e.boxEnd[1])],c=0;c<2;c++)e.boxStart[c]===e.boxEnd[c]&&(u[c]=t.dataBox[c],u[c+2]=t.dataBox[c+2]);t.setDirty()}else if(!e.panning&&this.isMouseOver){this.selectBox.enabled=!1;var f=i._size,h=this.xaxis.domain,p=this.yaxis.domain,d=(a=t.pick(o/t.pixelRatio+f.l+h[0]*f.w,l/t.pixelRatio-(f.t+(1-p[1])*f.h)))&&a.object._trace.handlePick(a);if(d&&n&&this.emitPointAction(d,\"plotly_click\"),a&&\"skip\"!==a.object._trace.hoverinfo&&i.hovermode&&d&&(!this.lastPickResult||this.lastPickResult.traceUid!==d.trace.uid||this.lastPickResult.dataCoord[0]!==d.dataCoord[0]||this.lastPickResult.dataCoord[1]!==d.dataCoord[1])){var v=d;this.lastPickResult={traceUid:d.trace?d.trace.uid:null,dataCoord:d.dataCoord.slice()},this.spikes.update({center:a.dataCoord}),v.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(a.dataCoord[0]-t.dataBox[0])/(t.dataBox[2]-t.dataBox[0])+t.viewBox[0])/t.pixelRatio,(this.canvas.height-(t.viewBox[3]-t.viewBox[1])*(a.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio],this.emitPointAction(d,\"plotly_hover\");var g=this.fullData[v.trace.index]||{},y=v.pointIndex,m=s.castHoverinfo(g,i,y);if(m&&\"all\"!==m){var x=m.split(\"+\");-1===x.indexOf(\"x\")&&(v.traceCoord[0]=void 0),-1===x.indexOf(\"y\")&&(v.traceCoord[1]=void 0),-1===x.indexOf(\"z\")&&(v.traceCoord[2]=void 0),-1===x.indexOf(\"text\")&&(v.textLabel=void 0),-1===x.indexOf(\"name\")&&(v.name=void 0)}s.loneHover({x:v.screenCoord[0],y:v.screenCoord[1],xLabel:this.hoverFormatter(\"xaxis\",v.traceCoord[0]),yLabel:this.hoverFormatter(\"yaxis\",v.traceCoord[1]),zLabel:v.traceCoord[2],text:v.textLabel,name:v.name,color:s.castHoverOption(g,y,\"bgcolor\")||v.color,borderColor:s.castHoverOption(g,y,\"bordercolor\"),fontFamily:s.castHoverOption(g,y,\"font.family\"),fontSize:s.castHoverOption(g,y,\"font.size\"),fontColor:s.castHoverOption(g,y,\"font.color\"),nameLength:s.castHoverOption(g,y,\"namelength\"),textAlign:s.castHoverOption(g,y,\"align\")},{container:this.svgContainer,gd:this.graphDiv})}}a||this.unhover(),t.draw()}},A.unhover=function(){this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,this.graphDiv.emit(\"plotly_unhover\"),s.loneUnhover(this.svgContainer))},A.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return o.tickText(r,r.c2l(e),\"hover\").text}}},58547:function(t,e,r){\"use strict\";var n=r(30962).overrideAll,i=r(528),a=r(33539),o=r(27659).NG,s=r(71828),l=r(77922),u=\"gl3d\",c=\"scene\";e.name=u,e.attr=c,e.idRoot=c,e.idRegex=e.attrRegex=s.counterRegex(\"scene\"),e.attributes=r(59084),e.layoutAttributes=r(65500),e.baseLayoutAttrOverrides=n({hoverlabel:i.hoverlabel},\"plot\",\"nested\"),e.supplyLayoutDefaults=r(24682),e.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots[u],i=0;i<n.length;i++){var s=n[i],l=o(r,u,s),c=e[s],f=c.camera,h=c._scene;h||(h=new a({id:s,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio,camera:f},e),c._scene=h),h.viewInitial||(h.viewInitial={up:{x:f.up.x,y:f.up.y,z:f.up.z},eye:{x:f.eye.x,y:f.eye.y,z:f.eye.z},center:{x:f.center.x,y:f.center.y,z:f.center.z}}),h.plot(l,e,t.layout)}},e.clean=function(t,e,r,n){for(var i=n._subplots[u]||[],a=0;a<i.length;a++){var o=i[a];!e[o]&&n[o]._scene&&(n[o]._scene.destroy(),n._infolayer&&n._infolayer.selectAll(\".annotation-\"+o).remove())}},e.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots[u],n=e._size,i=0;i<r.length;i++){var a=e[r[i]],o=a.domain,s=a._scene,c=s.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:l.svg,\"xlink:href\":c,x:n.l+n.w*o.x[0],y:n.t+n.h*(1-o.y[1]),width:n.w*(o.x[1]-o.x[0]),height:n.h*(o.y[1]-o.y[0]),preserveAspectRatio:\"none\"}),s.destroy()}},e.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return\"1\"===e&&(e=\"\"),c+e}},e.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots[u],n=0;n<r.length;n++)e[r[n]]._scene.updateFx(e.dragmode,e.hovermode)}},59084:function(t){\"use strict\";t.exports={scene:{valType:\"subplotid\",dflt:\"scene\",editType:\"calc+clearAxisTypes\"}}},77894:function(t,e,r){\"use strict\";var n=r(7901),i=r(13838),a=r(1426).extendFlat,o=r(30962).overrideAll;t.exports=o({visible:i.visible,showspikes:{valType:\"boolean\",dflt:!0},spikesides:{valType:\"boolean\",dflt:!0},spikethickness:{valType:\"number\",min:0,dflt:2},spikecolor:{valType:\"color\",dflt:n.defaultLine},showbackground:{valType:\"boolean\",dflt:!1},backgroundcolor:{valType:\"color\",dflt:\"rgba(204, 204, 204, 0.5)\"},showaxeslabels:{valType:\"boolean\",dflt:!0},color:i.color,categoryorder:i.categoryorder,categoryarray:i.categoryarray,title:{text:i.title.text,font:i.title.font},type:a({},i.type,{values:[\"-\",\"linear\",\"log\",\"date\",\"category\"]}),autotypenumbers:i.autotypenumbers,autorange:i.autorange,autorangeoptions:{minallowed:i.autorangeoptions.minallowed,maxallowed:i.autorangeoptions.maxallowed,clipmin:i.autorangeoptions.clipmin,clipmax:i.autorangeoptions.clipmax,include:i.autorangeoptions.include,editType:\"plot\"},rangemode:i.rangemode,minallowed:i.minallowed,maxallowed:i.maxallowed,range:a({},i.range,{items:[{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}},{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}}],anim:!1}),tickmode:i.minor.tickmode,nticks:i.nticks,tick0:i.tick0,dtick:i.dtick,tickvals:i.tickvals,ticktext:i.ticktext,ticks:i.ticks,mirror:i.mirror,ticklen:i.ticklen,tickwidth:i.tickwidth,tickcolor:i.tickcolor,showticklabels:i.showticklabels,labelalias:i.labelalias,tickfont:i.tickfont,tickangle:i.tickangle,tickprefix:i.tickprefix,showtickprefix:i.showtickprefix,ticksuffix:i.ticksuffix,showticksuffix:i.showticksuffix,showexponent:i.showexponent,exponentformat:i.exponentformat,minexponent:i.minexponent,separatethousands:i.separatethousands,tickformat:i.tickformat,tickformatstops:i.tickformatstops,hoverformat:i.hoverformat,showline:i.showline,linecolor:i.linecolor,linewidth:i.linewidth,showgrid:i.showgrid,gridcolor:a({},i.gridcolor,{dflt:\"rgb(204, 204, 204)\"}),gridwidth:i.gridwidth,zeroline:i.zeroline,zerolinecolor:i.zerolinecolor,zerolinewidth:i.zerolinewidth,_deprecated:{title:i._deprecated.title,titlefont:i._deprecated.titlefont}},\"plot\",\"from-root\")},3277:function(t,e,r){\"use strict\";var n=r(84267).mix,i=r(71828),a=r(44467),o=r(77894),s=r(951),l=r(71453),u=[\"xaxis\",\"yaxis\",\"zaxis\"];t.exports=function(t,e,r){var c,f;function h(t,e){return i.coerce(c,f,o,t,e)}for(var p=0;p<u.length;p++){var d=u[p];c=t[d]||{},(f=a.newContainer(e,d))._id=d[0]+r.scene,f._name=d,s(c,f,h,r),l(c,f,h,{font:r.font,letter:d[0],data:r.data,showGrid:!0,noTickson:!0,noTicklabelmode:!0,noTicklabelstep:!0,noTicklabelposition:!0,noTicklabeloverflow:!0,bgColor:r.bgColor,calendar:r.calendar},r.fullLayout),h(\"gridcolor\",n(f.color,r.bgColor,72.72727272727273).toRgbString()),h(\"title.text\",d[0]),f.setScale=i.noop,h(\"showspikes\")&&(h(\"spikesides\"),h(\"spikethickness\"),h(\"spikecolor\",f.color)),h(\"showaxeslabels\"),h(\"showbackground\")&&h(\"backgroundcolor\")}}},30422:function(t,e,r){\"use strict\";var n=r(78614),i=r(71828),a=[\"xaxis\",\"yaxis\",\"zaxis\"];function o(){this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[18,18,18],this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=[\"Open Sans\",\"Open Sans\",\"Open Sans\"],this.labelSize=[20,20,20],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[30,30,30],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[10,10,10],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!0,!0,!0],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._defaultTickPad=this.tickPad.slice(),this._defaultLabelPad=this.labelPad.slice(),this._defaultLineTickLength=this.lineTickLength.slice()}o.prototype.merge=function(t,e){for(var r=this,o=0;o<3;++o){var s=e[a[o]];s.visible?(r.labels[o]=t._meta?i.templateString(s.title.text,t._meta):s.title.text,\"font\"in s.title&&(s.title.font.color&&(r.labelColor[o]=n(s.title.font.color)),s.title.font.family&&(r.labelFont[o]=s.title.font.family),s.title.font.size&&(r.labelSize[o]=s.title.font.size)),\"showline\"in s&&(r.lineEnable[o]=s.showline),\"linecolor\"in s&&(r.lineColor[o]=n(s.linecolor)),\"linewidth\"in s&&(r.lineWidth[o]=s.linewidth),\"showgrid\"in s&&(r.gridEnable[o]=s.showgrid),\"gridcolor\"in s&&(r.gridColor[o]=n(s.gridcolor)),\"gridwidth\"in s&&(r.gridWidth[o]=s.gridwidth),\"log\"===s.type?r.zeroEnable[o]=!1:\"zeroline\"in s&&(r.zeroEnable[o]=s.zeroline),\"zerolinecolor\"in s&&(r.zeroLineColor[o]=n(s.zerolinecolor)),\"zerolinewidth\"in s&&(r.zeroLineWidth[o]=s.zerolinewidth),\"ticks\"in s&&s.ticks?r.lineTickEnable[o]=!0:r.lineTickEnable[o]=!1,\"ticklen\"in s&&(r.lineTickLength[o]=r._defaultLineTickLength[o]=s.ticklen),\"tickcolor\"in s&&(r.lineTickColor[o]=n(s.tickcolor)),\"tickwidth\"in s&&(r.lineTickWidth[o]=s.tickwidth),\"tickangle\"in s&&(r.tickAngle[o]=\"auto\"===s.tickangle?-3600:Math.PI*-s.tickangle/180),\"showticklabels\"in s&&(r.tickEnable[o]=s.showticklabels),\"tickfont\"in s&&(s.tickfont.color&&(r.tickColor[o]=n(s.tickfont.color)),s.tickfont.family&&(r.tickFont[o]=s.tickfont.family),s.tickfont.size&&(r.tickSize[o]=s.tickfont.size)),\"mirror\"in s?-1!==[\"ticks\",\"all\",\"allticks\"].indexOf(s.mirror)?(r.lineTickMirror[o]=!0,r.lineMirror[o]=!0):!0===s.mirror?(r.lineTickMirror[o]=!1,r.lineMirror[o]=!0):(r.lineTickMirror[o]=!1,r.lineMirror[o]=!1):r.lineMirror[o]=!1,\"showbackground\"in s&&!1!==s.showbackground?(r.backgroundEnable[o]=!0,r.backgroundColor[o]=n(s.backgroundcolor)):r.backgroundEnable[o]=!1):(r.tickEnable[o]=!1,r.labelEnable[o]=!1,r.lineEnable[o]=!1,r.lineTickEnable[o]=!1,r.gridEnable[o]=!1,r.zeroEnable[o]=!1,r.backgroundEnable[o]=!1)}},t.exports=function(t,e){var r=new o;return r.merge(t,e),r}},24682:function(t,e,r){\"use strict\";var n=r(71828),i=r(7901),a=r(73972),o=r(49119),s=r(3277),l=r(65500),u=r(27659).NG,c=\"gl3d\";function f(t,e,r,n){for(var o=r(\"bgcolor\"),l=i.combine(o,n.paper_bgcolor),f=[\"up\",\"center\",\"eye\"],h=0;h<f.length;h++)r(\"camera.\"+f[h]+\".x\"),r(\"camera.\"+f[h]+\".y\"),r(\"camera.\"+f[h]+\".z\");r(\"camera.projection.type\");var p=!!r(\"aspectratio.x\")&&!!r(\"aspectratio.y\")&&!!r(\"aspectratio.z\"),d=r(\"aspectmode\",p?\"manual\":\"auto\");p||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},\"manual\"===d&&(e.aspectmode=\"auto\"),t.aspectmode=e.aspectmode);var v=u(n.fullData,c,n.id);s(t,e,{font:n.font,scene:n.id,data:v,bgColor:l,calendar:n.calendar,autotypenumbersDflt:n.autotypenumbersDflt,fullLayout:n.fullLayout}),a.getComponentMethod(\"annotations3d\",\"handleDefaults\")(t,e,n);var g=n.getDfltFromLayout(\"dragmode\");if(!1!==g&&!g)if(g=\"orbit\",t.camera&&t.camera.up){var y=t.camera.up.x,m=t.camera.up.y,x=t.camera.up.z;0!==x&&(y&&m&&x?x/Math.sqrt(y*y+m*m+x*x)>.999&&(g=\"turntable\"):g=\"turntable\")}else g=\"turntable\";r(\"dragmode\",g),r(\"hovermode\",n.getDfltFromLayout(\"hovermode\"))}t.exports=function(t,e,r){var i=e._basePlotModules.length>1;o(t,e,r,{type:c,attributes:l,handleDefaults:f,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:function(e){if(!i)return n.validate(t[e],l[e])?t[e]:void 0},autotypenumbersDflt:e.autotypenumbers,paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},65500:function(t,e,r){\"use strict\";var n=r(77894),i=r(27670).Y,a=r(1426).extendFlat,o=r(71828).counterRegex;function s(t,e,r){return{x:{valType:\"number\",dflt:t,editType:\"camera\"},y:{valType:\"number\",dflt:e,editType:\"camera\"},z:{valType:\"number\",dflt:r,editType:\"camera\"},editType:\"camera\"}}t.exports={_arrayAttrRegexps:[o(\"scene\",\".annotations\",!0)],bgcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"plot\"},camera:{up:a(s(0,0,1),{}),center:a(s(0,0,0),{}),eye:a(s(1.25,1.25,1.25),{}),projection:{type:{valType:\"enumerated\",values:[\"perspective\",\"orthographic\"],dflt:\"perspective\",editType:\"calc\"},editType:\"calc\"},editType:\"camera\"},domain:i({name:\"scene\",editType:\"plot\"}),aspectmode:{valType:\"enumerated\",values:[\"auto\",\"cube\",\"data\",\"manual\"],dflt:\"auto\",editType:\"plot\",impliedEdits:{\"aspectratio.x\":void 0,\"aspectratio.y\":void 0,\"aspectratio.z\":void 0}},aspectratio:{x:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},y:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},z:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},editType:\"plot\",impliedEdits:{aspectmode:\"manual\"}},xaxis:n,yaxis:n,zaxis:n,dragmode:{valType:\"enumerated\",values:[\"orbit\",\"turntable\",\"zoom\",\"pan\",!1],editType:\"plot\"},hovermode:{valType:\"enumerated\",values:[\"closest\",!1],dflt:\"closest\",editType:\"modebar\"},uirevision:{valType:\"any\",editType:\"none\"},editType:\"plot\",_deprecated:{cameraposition:{valType:\"info_array\",editType:\"camera\"}}}},13133:function(t,e,r){\"use strict\";var n=r(78614),i=[\"xaxis\",\"yaxis\",\"zaxis\"];function a(){this.enabled=[!0,!0,!0],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.drawSides=[!0,!0,!0],this.lineWidth=[1,1,1]}a.prototype.merge=function(t){for(var e=0;e<3;++e){var r=t[i[e]];r.visible?(this.enabled[e]=r.showspikes,this.colors[e]=n(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness):(this.enabled[e]=!1,this.drawSides[e]=!1)}},t.exports=function(t){var e=new a;return e.merge(t),e}},96085:function(t,e,r){\"use strict\";t.exports=function(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,s=t.fullSceneLayout,l=[[],[],[]],u=0;u<3;++u){var c=s[a[u]];if(c._length=(r[u].hi-r[u].lo)*r[u].pixelsPerDataUnit/t.dataScale[u],Math.abs(c._length)===1/0||isNaN(c._length))l[u]=[];else{c._input_range=c.range.slice(),c.range[0]=r[u].lo/t.dataScale[u],c.range[1]=r[u].hi/t.dataScale[u],c._m=1/(t.dataScale[u]*r[u].pixelsPerDataUnit),c.range[0]===c.range[1]&&(c.range[0]-=1,c.range[1]+=1);var f=c.tickmode;if(\"auto\"===c.tickmode){c.tickmode=\"linear\";var h=c.nticks||i.constrain(c._length/40,4,9);n.autoTicks(c,Math.abs(c.range[1]-c.range[0])/h)}for(var p=n.calcTicks(c,{msUTC:!0}),d=0;d<p.length;++d)p[d].x=p[d].x*t.dataScale[u],\"date\"===c.type&&(p[d].text=p[d].text.replace(/\\<br\\>/g,\" \"));l[u]=p,c.tickmode=f}}for(e.ticks=l,u=0;u<3;++u)for(o[u]=.5*(t.glplot.bounds[0][u]+t.glplot.bounds[1][u]),d=0;d<2;++d)e.bounds[d][u]=t.glplot.bounds[d][u];t.contourLevels=function(t){for(var e=new Array(3),r=0;r<3;++r){for(var n=t[r],i=new Array(n.length),a=0;a<n.length;++a)i[a]=n[a].x;e[r]=i}return e}(l)};var n=r(89298),i=r(71828),a=[\"xaxis\",\"yaxis\",\"zaxis\"],o=[0,0,0]},63538:function(t){\"use strict\";function e(t,e){var r,n,i=[0,0,0,0];for(r=0;r<4;++r)for(n=0;n<4;++n)i[n]+=t[4*r+n]*e[r];return i}t.exports=function(t,r){return e(t.projection,e(t.view,e(t.model,[r[0],r[1],r[2],1])))}},33539:function(t,e,r){\"use strict\";var n,i,a=r(9330).gl_plot3d,o=a.createCamera,s=a.createScene,l=r(40372),u=r(38520),c=r(73972),f=r(71828),h=f.preserveDrawingBuffer(),p=r(89298),d=r(30211),v=r(78614),g=r(58617),y=r(63538),m=r(30422),x=r(13133),b=r(96085),_=r(71739).applyAutorangeOptions,w=!1;function T(t,e){var r=document.createElement(\"div\"),n=t.container;this.graphDiv=t.graphDiv;var i=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");i.style.position=\"absolute\",i.style.top=i.style.left=\"0px\",i.style.width=i.style.height=\"100%\",i.style[\"z-index\"]=20,i.style[\"pointer-events\"]=\"none\",r.appendChild(i),this.svgContainer=i,r.id=t.id,r.style.position=\"absolute\",r.style.top=r.style.left=\"0px\",r.style.width=r.style.height=\"100%\",n.appendChild(r),this.fullLayout=e,this.id=t.id||\"scene\",this.fullSceneLayout=e[this.id],this.plotArgs=[[],{},{}],this.axesOptions=m(e,e[this.id]),this.spikeOptions=x(e[this.id]),this.container=r,this.staticMode=!!t.staticPlot,this.pixelRatio=this.pixelRatio||t.plotGlPixelRatio||2,this.dataScale=[1,1,1],this.contourLevels=[[],[],[]],this.convertAnnotations=c.getComponentMethod(\"annotations3d\",\"convert\"),this.drawAnnotations=c.getComponentMethod(\"annotations3d\",\"draw\"),this.initializeGLPlot()}var k=T.prototype;k.prepareOptions=function(){var t=this,e={canvas:t.canvas,gl:t.gl,glOptions:{preserveDrawingBuffer:h,premultipliedAlpha:!0,antialias:!0},container:t.container,axes:t.axesOptions,spikes:t.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1,cameraObject:t.camera,pixelRatio:t.pixelRatio};if(t.staticMode){if(!(i||(n=document.createElement(\"canvas\"),i=l({canvas:n,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"error creating static canvas/context for image server\");e.gl=i,e.canvas=n}return e};var A=!0;k.tryCreatePlot=function(){var t=this,e=t.prepareOptions(),r=!0;try{t.glplot=s(e)}catch(n){if(t.staticMode||!A||h)r=!1;else{f.warn([\"webgl setup failed possibly due to\",\"false preserveDrawingBuffer config.\",\"The mobile/tablet device may not be detected by is-mobile module.\",\"Enabling preserveDrawingBuffer in second attempt to create webgl scene...\"].join(\" \"));try{h=e.glOptions.preserveDrawingBuffer=!0,t.glplot=s(e)}catch(t){h=e.glOptions.preserveDrawingBuffer=!1,r=!1}}}return A=!1,r},k.initializeGLCamera=function(){var t=this,e=t.fullSceneLayout.camera,r=\"orthographic\"===e.projection.type;t.camera=o(t.container,{center:[e.center.x,e.center.y,e.center.z],eye:[e.eye.x,e.eye.y,e.eye.z],up:[e.up.x,e.up.y,e.up.z],_ortho:r,zoomMin:.01,zoomMax:100,mode:\"orbit\"})},k.initializeGLPlot=function(){var t=this;if(t.initializeGLCamera(),!t.tryCreatePlot())return g(t);t.traces={},t.make4thDimension();var e=t.graphDiv,r=e.layout,n=function(){var e={};return t.isCameraChanged(r)&&(e[t.id+\".camera\"]=t.getCamera()),t.isAspectChanged(r)&&(e[t.id+\".aspectratio\"]=t.glplot.getAspectratio(),\"manual\"!==r[t.id].aspectmode&&(t.fullSceneLayout.aspectmode=r[t.id].aspectmode=e[t.id+\".aspectmode\"]=\"manual\")),e},i=function(t){if(!1!==t.fullSceneLayout.dragmode){var e=n();t.saveLayout(r),t.graphDiv.emit(\"plotly_relayout\",e)}};return t.glplot.canvas&&(t.glplot.canvas.addEventListener(\"mouseup\",(function(){i(t)})),t.glplot.canvas.addEventListener(\"touchstart\",(function(){w=!0})),t.glplot.canvas.addEventListener(\"wheel\",(function(r){if(e._context._scrollZoom.gl3d){if(t.camera._ortho){var n=r.deltaX>r.deltaY?1.1:1/1.1,a=t.glplot.getAspectratio();t.glplot.setAspectratio({x:n*a.x,y:n*a.y,z:n*a.z})}i(t)}}),!!u&&{passive:!1}),t.glplot.canvas.addEventListener(\"mousemove\",(function(){if(!1!==t.fullSceneLayout.dragmode&&0!==t.camera.mouseListener.buttons){var e=n();t.graphDiv.emit(\"plotly_relayouting\",e)}})),t.staticMode||t.glplot.canvas.addEventListener(\"webglcontextlost\",(function(r){e&&e.emit&&e.emit(\"plotly_webglcontextlost\",{event:r,layer:t.id})}),!1)),t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=function(){t.render()},!0},k.render=function(){var t,e=this,r=e.graphDiv,n=e.svgContainer,i=e.container.getBoundingClientRect();r._fullLayout._calcInverseTransform(r);var a=r._fullLayout._invScaleX,o=r._fullLayout._invScaleY,s=i.width*a,l=i.height*o;n.setAttributeNS(null,\"viewBox\",\"0 0 \"+s+\" \"+l),n.setAttributeNS(null,\"width\",s),n.setAttributeNS(null,\"height\",l),b(e),e.glplot.axes.update(e.axesOptions);for(var u=Object.keys(e.traces),c=null,h=e.glplot.selection,v=0;v<u.length;++v)\"skip\"!==(t=e.traces[u[v]]).data.hoverinfo&&t.handlePick(h)&&(c=t),t.setContourLevels&&t.setContourLevels();function g(t,r,n){var i=e.fullSceneLayout[t+\"axis\"];return\"log\"!==i.type&&(r=i.d2l(r)),p.hoverLabelText(i,r,n)}if(null!==c){var m=y(e.glplot.cameraParams,h.dataCoordinate);t=c.data;var x,_=r._fullData[t.index],T=h.index,k={xLabel:g(\"x\",h.traceCoordinate[0],t.xhoverformat),yLabel:g(\"y\",h.traceCoordinate[1],t.yhoverformat),zLabel:g(\"z\",h.traceCoordinate[2],t.zhoverformat)},A=d.castHoverinfo(_,e.fullLayout,T),M=(A||\"\").split(\"+\"),S=A&&\"all\"===A;_.hovertemplate||S||(-1===M.indexOf(\"x\")&&(k.xLabel=void 0),-1===M.indexOf(\"y\")&&(k.yLabel=void 0),-1===M.indexOf(\"z\")&&(k.zLabel=void 0),-1===M.indexOf(\"text\")&&(h.textLabel=void 0),-1===M.indexOf(\"name\")&&(c.name=void 0));var E=[];\"cone\"===t.type||\"streamtube\"===t.type?(k.uLabel=g(\"x\",h.traceCoordinate[3],t.uhoverformat),(S||-1!==M.indexOf(\"u\"))&&E.push(\"u: \"+k.uLabel),k.vLabel=g(\"y\",h.traceCoordinate[4],t.vhoverformat),(S||-1!==M.indexOf(\"v\"))&&E.push(\"v: \"+k.vLabel),k.wLabel=g(\"z\",h.traceCoordinate[5],t.whoverformat),(S||-1!==M.indexOf(\"w\"))&&E.push(\"w: \"+k.wLabel),k.normLabel=h.traceCoordinate[6].toPrecision(3),(S||-1!==M.indexOf(\"norm\"))&&E.push(\"norm: \"+k.normLabel),\"streamtube\"===t.type&&(k.divergenceLabel=h.traceCoordinate[7].toPrecision(3),(S||-1!==M.indexOf(\"divergence\"))&&E.push(\"divergence: \"+k.divergenceLabel)),h.textLabel&&E.push(h.textLabel),x=E.join(\"<br>\")):\"isosurface\"===t.type||\"volume\"===t.type?(k.valueLabel=p.hoverLabelText(e._mockAxis,e._mockAxis.d2l(h.traceCoordinate[3]),t.valuehoverformat),E.push(\"value: \"+k.valueLabel),h.textLabel&&E.push(h.textLabel),x=E.join(\"<br>\")):x=h.textLabel;var L={x:h.traceCoordinate[0],y:h.traceCoordinate[1],z:h.traceCoordinate[2],data:_._input,fullData:_,curveNumber:_.index,pointNumber:T};d.appendArrayPointValue(L,_,T),t._module.eventData&&(L=_._module.eventData(L,h,_,{},T));var C={points:[L]};if(e.fullSceneLayout.hovermode){var P=[];d.loneHover({trace:_,x:(.5+.5*m[0]/m[3])*s,y:(.5-.5*m[1]/m[3])*l,xLabel:k.xLabel,yLabel:k.yLabel,zLabel:k.zLabel,text:x,name:c.name,color:d.castHoverOption(_,T,\"bgcolor\")||c.color,borderColor:d.castHoverOption(_,T,\"bordercolor\"),fontFamily:d.castHoverOption(_,T,\"font.family\"),fontSize:d.castHoverOption(_,T,\"font.size\"),fontColor:d.castHoverOption(_,T,\"font.color\"),nameLength:d.castHoverOption(_,T,\"namelength\"),textAlign:d.castHoverOption(_,T,\"align\"),hovertemplate:f.castOption(_,T,\"hovertemplate\"),hovertemplateLabels:f.extendFlat({},L,k),eventData:[L]},{container:n,gd:r,inOut_bbox:P}),L.bbox=P[0]}h.distance<5&&(h.buttons||w)?r.emit(\"plotly_click\",C):r.emit(\"plotly_hover\",C),this.oldEventData=C}else d.loneUnhover(n),this.oldEventData&&r.emit(\"plotly_unhover\",this.oldEventData),this.oldEventData=void 0;e.drawAnnotations(e)},k.recoverContext=function(){var t=this;t.glplot.dispose();var e=function(){t.glplot.gl.isContextLost()?requestAnimationFrame(e):t.initializeGLPlot()?t.plot.apply(t,t.plotArgs):f.error(\"Catastrophic and unrecoverable WebGL error. Context lost.\")};requestAnimationFrame(e)};var M=[\"xaxis\",\"yaxis\",\"zaxis\"];function S(t,e,r){for(var n=t.fullSceneLayout,i=0;i<3;i++){var a=M[i],o=a.charAt(0),s=n[a],l=e[o],u=e[o+\"calendar\"],c=e[\"_\"+o+\"length\"];if(f.isArrayOrTypedArray(l))for(var h,p=0;p<(c||l.length);p++)if(f.isArrayOrTypedArray(l[p]))for(var d=0;d<l[p].length;++d)h=s.d2l(l[p][d],0,u),!isNaN(h)&&isFinite(h)&&(r[0][i]=Math.min(r[0][i],h),r[1][i]=Math.max(r[1][i],h));else h=s.d2l(l[p],0,u),!isNaN(h)&&isFinite(h)&&(r[0][i]=Math.min(r[0][i],h),r[1][i]=Math.max(r[1][i],h));else r[0][i]=Math.min(r[0][i],0),r[1][i]=Math.max(r[1][i],c-1)}}k.plot=function(t,e,r){var n=this;if(n.plotArgs=[t,e,r],!n.glplot.contextLost){var i,a,o,s,l,u,c=e[n.id],f=r[n.id];n.fullLayout=e,n.fullSceneLayout=c,n.axesOptions.merge(e,c),n.spikeOptions.merge(c),n.setViewport(c),n.updateFx(c.dragmode,c.hovermode),n.camera.enableWheel=n.graphDiv._context._scrollZoom.gl3d,n.glplot.setClearColor(v(c.bgcolor)),n.setConvert(l),t?Array.isArray(t)||(t=[t]):t=[];var h=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(o=0;o<t.length;++o)!0===(i=t[o]).visible&&0!==i._length&&S(this,i,h);!function(t,e){for(var r=t.fullSceneLayout,n=r.annotations||[],i=0;i<3;i++)for(var a=M[i],o=a.charAt(0),s=r[a],l=0;l<n.length;l++){var u=n[l];if(u.visible){var c=s.r2l(u[o]);!isNaN(c)&&isFinite(c)&&(e[0][i]=Math.min(e[0][i],c),e[1][i]=Math.max(e[1][i],c))}}}(this,h);var p=[1,1,1];for(s=0;s<3;++s)h[1][s]===h[0][s]?p[s]=1:p[s]=1/(h[1][s]-h[0][s]);for(n.dataScale=p,n.convertAnnotations(this),o=0;o<t.length;++o)!0===(i=t[o]).visible&&0!==i._length&&((a=n.traces[i.uid])?a.data.type===i.type?a.update(i):(a.dispose(),a=i._module.plot(this,i),n.traces[i.uid]=a):(a=i._module.plot(this,i),n.traces[i.uid]=a),a.name=i.name);var d=Object.keys(n.traces);t:for(o=0;o<d.length;++o){for(s=0;s<t.length;++s)if(t[s].uid===d[o]&&!0===t[s].visible&&0!==t[s]._length)continue t;(a=n.traces[d[o]]).dispose(),delete n.traces[d[o]]}n.glplot.objects.sort((function(t,e){return t._trace.data.index-e._trace.data.index}));var g,y=[[0,0,0],[0,0,0]],m=[],x={};for(o=0;o<3;++o){var b;if((u=(l=c[M[o]]).type)in x?(x[u].acc*=p[o],x[u].count+=1):x[u]={acc:p[o],count:1},l.autorange){y[0][o]=1/0,y[1][o]=-1/0;var w=n.glplot.objects,T=n.fullSceneLayout.annotations||[],k=l._name.charAt(0);for(s=0;s<w.length;s++){var 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n=r(7901),i=r(52075).hasColorscale,a=r(1586),o=r(71828).coercePattern;t.exports=function(t,e,r,s,l){var u=r(\"marker.color\",s),c=i(t,\"marker\");c&&a(t,e,l,r,{prefix:\"marker.\",cLetter:\"c\"}),r(\"marker.line.color\",n.defaultLine),i(t,\"marker.line\")&&a(t,e,l,r,{prefix:\"marker.line.\",cLetter:\"c\"}),r(\"marker.line.width\"),r(\"marker.opacity\"),o(r,\"marker.pattern\",u,c),r(\"selected.marker.color\"),r(\"unselected.marker.color\")}},72597:function(t,e,r){\"use strict\";var n=r(39898),i=r(71828);function a(t){return\"_\"+t+\"Text_minsize\"}t.exports={recordMinTextSize:function(t,e,r){if(r.uniformtext.mode){var n=a(t),i=r.uniformtext.minsize,o=e.scale*e.fontSize;e.hide=o<i,r[n]=r[n]||1/0,e.hide||(r[n]=Math.min(r[n],Math.max(o,i)))}},clearMinTextSize:function(t,e){e[a(t)]=void 0},resizeText:function(t,e,r){var a=t._fullLayout,o=a[\"_\"+r+\"Text_minsize\"];if(o){var 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r=t._fullLayout,o=e.subplot,l=r[o].radialaxis,u=r[o].angularaxis,c=l.makeCalcdata(e,\"r\"),f=u.makeCalcdata(e,\"theta\"),h=e._length,p=new Array(h),d=c,v=f,g=0;g<h;g++)p[g]={p:v[g],s:d[g]};function y(t){var r=e[t];void 0!==r&&(e[\"_\"+t]=Array.isArray(r)?u.makeCalcdata(e,t):u.d2c(r,e.thetaunit))}return\"linear\"===u.type&&(y(\"width\"),y(\"offset\")),n(e,\"marker\")&&i(t,e,{vals:e.marker.color,containerStr:\"marker\",cLetter:\"c\"}),n(e,\"marker.line\")&&i(t,e,{vals:e.marker.line.color,containerStr:\"marker.line\",cLetter:\"c\"}),a(p,e),s(p,e),p},crossTraceCalc:function(t,e,r){for(var n=t.calcdata,i=[],a=0;a<n.length;a++){var s=n[a],c=s[0].trace;!0===c.visible&&l(c,\"bar\")&&c.subplot===r&&i.push(s)}var f=u({},e.radialaxis,{_id:\"x\"}),h=e.angularaxis;o(t,h,f,i,{mode:e.barmode,norm:e.barnorm,gap:e.bargap,groupgap:e.bargroupgap})}}},6135:function(t,e,r){\"use strict\";var n=r(71828),i=r(22184).handleRThetaDefaults,a=r(98340),o=r(55023);t.exports=function(t,e,r,s){function l(r,i){return n.coerce(t,e,o,r,i)}i(t,e,s,l)?(l(\"thetaunit\"),l(\"base\"),l(\"offset\"),l(\"width\"),l(\"text\"),l(\"hovertext\"),l(\"hovertemplate\"),a(t,e,l,r,s),n.coerceSelectionMarkerOpacity(e,l)):e.visible=!1}},27379:function(t,e,r){\"use strict\";var n=r(30211),i=r(71828),a=r(95423).getTraceColor,o=i.fillText,s=r(59150).makeHoverPointText,l=r(10869).isPtInsidePolygon;t.exports=function(t,e,r){var u=t.cd,c=u[0].trace,f=t.subplot,h=f.radialAxis,p=f.angularAxis,d=f.vangles,v=d?l:i.isPtInsideSector,g=t.maxHoverDistance,y=p._period||2*Math.PI,m=Math.abs(h.g2p(Math.sqrt(e*e+r*r))),x=Math.atan2(r,e);if(h.range[0]>h.range[1]&&(x+=Math.PI),n.getClosest(u,(function(t){return v(m,x,[t.rp0,t.rp1],[t.thetag0,t.thetag1],d)?g+Math.min(1,Math.abs(t.thetag1-t.thetag0)/y)-1+(t.rp1-m)/(t.rp1-t.rp0)-1:1/0}),t),!1!==t.index){var b=u[t.index];t.x0=t.x1=b.ct[0],t.y0=t.y1=b.ct[1];var _=i.extendFlat({},b,{r:b.s,theta:b.p});return o(b,c,t),s(_,c,f,t),t.hovertemplate=c.hovertemplate,t.color=a(c,b),t.xLabelVal=t.yLabelVal=void 0,b.s<0&&(t.idealAlign=\"left\"),[t]}}},23381:function(t,e,r){\"use strict\";t.exports={moduleType:\"trace\",name:\"barpolar\",basePlotModule:r(23580),categories:[\"polar\",\"bar\",\"showLegend\"],attributes:r(55023),layoutAttributes:r(40151),supplyDefaults:r(6135),supplyLayoutDefaults:r(19860),calc:r(74692).calc,crossTraceCalc:r(74692).crossTraceCalc,plot:r(60173),colorbar:r(4898),formatLabels:r(98608),style:r(16688).style,styleOnSelect:r(16688).styleOnSelect,hoverPoints:r(27379),selectPoints:r(81974),meta:{}}},40151:function(t){\"use strict\";t.exports={barmode:{valType:\"enumerated\",values:[\"stack\",\"overlay\"],dflt:\"stack\",editType:\"calc\"},bargap:{valType:\"number\",dflt:.1,min:0,max:1,editType:\"calc\"}}},19860:function(t,e,r){\"use strict\";var n=r(71828),i=r(40151);t.exports=function(t,e,r){var a,o={};function s(r,o){return n.coerce(t[a]||{},e[a],i,r,o)}for(var 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R,F,B,N,j,U,V=k+T,H=Boolean(C);if(\"positive\"===P?(M=w*(C?1:.5),R=V,S=R=k):\"negative\"===P?(M=R=k,S=w*(C?1:.5),F=V):(M=S=w,R=F=V),(E.boxpoints||E.points)&&v>0){var q=E.pointpos,G=E.jitter,Z=E.marker.size/2,Y=0;q+G>=0&&((Y=V*(q+G))>M?(H=!0,j=Z,B=Y):Y>R&&(j=Z,B=M)),Y<=M&&(B=M);var W=0;q-G<=0&&((W=-V*(q-G))>S?(H=!0,U=Z,N=W):W>F&&(U=Z,N=S)),W<=S&&(N=S)}else B=M,N=S;var X=new Array(u.length);for(l=0;l<u.length;l++)X[l]=u[l].pos;E._extremes[h]=n.findExtremes(o,X,{padded:H,vpadminus:N,vpadplus:B,vpadLinearized:!0,ppadminus:{x:U,y:j}[p],ppadplus:{x:j,y:U}[p]})}}}t.exports={crossTraceCalc:function(t,e){for(var r=t.calcdata,n=e.xaxis,i=e.yaxis,a=0;a<o.length;a++){for(var l=o[a],u=\"h\"===l?i:n,c=[],f=0;f<r.length;f++){var h=r[f],p=h[0].t,d=h[0].trace;!0!==d.visible||\"box\"!==d.type&&\"candlestick\"!==d.type||p.empty||(d.orientation||\"v\")!==l||d.xaxis!==n._id||d.yaxis!==i._id||c.push(f)}s(\"box\",t,c,u)}},setPositionOffset:s}},36411:function(t,e,r){\"use strict\";var n=r(71828),i=r(73972),a=r(7901),o=r(73927),s=r(26125),l=r(4322),u=r(53522);function c(t,e,r,a){function o(t){var e=0;return t&&t.length&&(e+=1,n.isArrayOrTypedArray(t[0])&&t[0].length&&(e+=1)),e}function s(e){return n.validate(t[e],u[e])}var c,f=r(\"y\"),h=r(\"x\");if(\"box\"===e.type){var p=r(\"q1\"),d=r(\"median\"),v=r(\"q3\");e._hasPreCompStats=p&&p.length&&d&&d.length&&v&&v.length,c=Math.min(n.minRowLength(p),n.minRowLength(d),n.minRowLength(v))}var g,y,m=o(f),x=o(h),b=m&&n.minRowLength(f),_=x&&n.minRowLength(h),w=a.calendar,T={autotypenumbers:a.autotypenumbers};if(e._hasPreCompStats)switch(String(x)+String(m)){case\"00\":var k=s(\"x0\")||s(\"dx\");g=!s(\"y0\")&&!s(\"dy\")||k?\"v\":\"h\",y=c;break;case\"10\":g=\"v\",y=Math.min(c,_);break;case\"20\":g=\"h\",y=Math.min(c,h.length);break;case\"01\":g=\"h\",y=Math.min(c,b);break;case\"02\":g=\"v\",y=Math.min(c,f.length);break;case\"12\":g=\"v\",y=Math.min(c,_,f.length);break;case\"21\":g=\"h\",y=Math.min(c,h.length,b);break;case\"11\":y=0;break;case\"22\":var A,M=!1;for(A=0;A<h.length;A++)if(\"category\"===l(h[A],w,T)){M=!0;break}if(M)g=\"v\",y=Math.min(c,_,f.length);else{for(A=0;A<f.length;A++)if(\"category\"===l(f[A],w,T)){M=!0;break}M?(g=\"h\",y=Math.min(c,h.length,b)):(g=\"v\",y=Math.min(c,_,f.length))}}else m>0?(g=\"v\",y=x>0?Math.min(_,b):Math.min(b)):x>0?(g=\"h\",y=Math.min(_)):y=0;if(y){e._length=y;var 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b=t.selectAll(\"path.box\").data(\"violin\"!==r.type||r.box.visible?i.identity:[]);b.enter().append(\"path\").style(\"vector-effect\",o?\"none\":\"non-scaling-stroke\").attr(\"class\",\"box\"),b.exit().remove(),b.each((function(t){if(t.empty)return\"M0,0Z\";var e=f.c2l(t.pos+p,!0),a=f.l2p(e-s)+v,o=f.l2p(e+l)+v,b=h?(a+o)/2:f.l2p(e)+v,_=r.whiskerwidth,w=h?a*_+(1-_)*b:f.l2p(e-d)+v,T=h?o*_+(1-_)*b:f.l2p(e+d)+v,k=f.l2p(e-s*x)+v,A=f.l2p(e+l*x)+v,M=\"sd\"===r.sizemode,S=c.c2p(M?t.mean-t.sd:t.q1,!0),E=M?c.c2p(t.mean+t.sd,!0):c.c2p(t.q3,!0),L=i.constrain(M?c.c2p(t.mean,!0):c.c2p(t.med,!0),Math.min(S,E)+1,Math.max(S,E)-1),C=void 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t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})).attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"perpendicular\"===t.parcatsViewModel.arrangement?\"ns-resize\":\"move\"})),k(D),E.exit().remove(),S.append(\"text\").attr(\"class\",\"catlabel\").attr(\"pointer-events\",\"none\");var z=e._fullLayout.paper_bgcolor;M.select(\"text.catlabel\").attr(\"text-anchor\",(function(t){return d(t)?\"start\":\"end\"})).attr(\"alignment-baseline\",\"middle\").style(\"text-shadow\",f.makeTextShadow(z)).style(\"fill\",\"rgb(0, 0, 0)\").attr(\"x\",(function(t){return d(t)?t.width+5:-5})).attr(\"y\",(function(t){return t.height/2})).text((function(t){return t.model.categoryLabel})).each((function(t){u.font(n.select(this),t.parcatsViewModel.categorylabelfont),f.convertToTspans(n.select(this),e)})),S.append(\"text\").attr(\"class\",\"dimlabel\"),M.select(\"text.dimlabel\").attr(\"text-anchor\",\"middle\").attr(\"alignment-baseline\",\"baseline\").attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"ew-resize\"})).attr(\"x\",(function(t){return t.width/2})).attr(\"y\",-5).text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})).each((function(t){u.font(n.select(this),t.parcatsViewModel.labelfont)})),M.selectAll(\"rect.bandrect\").on(\"mouseover\",L).on(\"mouseout\",C),M.exit().remove(),A.call(n.behavior.drag().origin((function(t){return{x:t.x,y:0}})).on(\"dragstart\",P).on(\"drag\",O).on(\"dragend\",I)),h.each((function(t){t.traceSelection=n.select(this),t.pathSelection=n.select(this).selectAll(\"g.paths\").selectAll(\"path.path\"),t.dimensionSelection=n.select(this).selectAll(\"g.dimensions\").selectAll(\"g.dimension\")})),h.exit().remove()}function p(t){return t.key}function d(t){var e=t.parcatsViewModel.dimensions.length,r=t.parcatsViewModel.dimensions[e-1].model.dimensionInd;return t.model.dimensionInd===r}function v(t,e){return t.model.rawColor>e.model.rawColor?1:t.model.rawColor<e.model.rawColor?-1:0}function g(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){s.raiseToTop(this),w(n.select(this));var e=m(t),r=x(t);if(t.parcatsViewModel.graphDiv.emit(\"plotly_hover\",{points:e,event:n.event,constraints:r}),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\")){var i,a,l,u=n.mouse(this)[0],f=t.parcatsViewModel.graphDiv,h=t.parcatsViewModel.trace,p=f._fullLayout,d=p._paperdiv.node().getBoundingClientRect(),v=t.parcatsViewModel.graphDiv.getBoundingClientRect();for(l=0;l<t.leftXs.length-1;l++)if(t.leftXs[l]+t.dimWidths[l]-2<=u&&u<=t.leftXs[l+1]+2){var g=t.parcatsViewModel.dimensions[l],y=t.parcatsViewModel.dimensions[l+1];i=(g.x+g.width+y.x)/2,a=(t.topYs[l]+t.topYs[l+1]+t.height)/2;break}var b=t.parcatsViewModel.x+i,_=t.parcatsViewModel.y+a,T=c.mostReadable(t.model.color,[\"black\",\"white\"]),k=t.model.count,A=k/t.parcatsViewModel.model.count,M={countLabel:k,probabilityLabel:A.toFixed(3)},S=[];-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&S.push([\"Count:\",M.countLabel].join(\" \")),-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&S.push([\"P:\",M.probabilityLabel].join(\" \"));var E=S.join(\"<br>\"),L=n.mouse(f)[0];o.loneHover({trace:h,x:b-d.left+v.left,y:_-d.top+v.top,text:E,color:t.model.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:10,fontColor:T,idealAlign:L<b?\"right\":\"left\",hovertemplate:(h.line||{}).hovertemplate,hovertemplateLabels:M,eventData:[{data:h._input,fullData:h,count:k,probability:A}]},{container:p._hoverlayer.node(),outerContainer:p._paper.node(),gd:f})}}}function y(t){if(!t.parcatsViewModel.dragDimension&&(_(n.select(this)),o.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()),t.parcatsViewModel.pathSelection.sort(v),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\"))){var e=m(t),r=x(t);t.parcatsViewModel.graphDiv.emit(\"plotly_unhover\",{points:e,event:n.event,constraints:r})}}function m(t){for(var e=[],r=D(t.parcatsViewModel),n=0;n<t.model.valueInds.length;n++){var i=t.model.valueInds[n];e.push({curveNumber:r,pointNumber:i})}return e}function x(t){for(var e={},r=t.parcatsViewModel.model.dimensions,n=0;n<r.length;n++){var i=r[n],a=i.categories[t.model.categoryInds[n]];e[i.containerInd]=a.categoryValue}return void 0!==t.model.rawColor&&(e.color=t.model.rawColor),e}function b(t){if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){var e=m(t),r=x(t);t.parcatsViewModel.graphDiv.emit(\"plotly_click\",{points:e,event:n.event,constraints:r})}}function _(t){t.attr(\"fill\",(function(t){return t.model.color})).attr(\"fill-opacity\",.6).attr(\"stroke\",\"lightgray\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1)}function w(t){t.attr(\"fill-opacity\",.8).attr(\"stroke\",(function(t){return c.mostReadable(t.model.color,[\"black\",\"white\"])})).attr(\"stroke-width\",.3)}function T(t){t.select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",1).attr(\"stroke-opacity\",1)}function k(t){t.attr(\"stroke\",\"black\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1).attr(\"fill-opacity\",1)}function A(t){var e=t.parcatsViewModel.pathSelection,r=t.categoryViewModel.model.dimensionInd,n=t.categoryViewModel.model.categoryInd;return e.filter((function(e){return e.model.categoryInds[r]===n&&e.model.color===t.color}))}function M(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=n.select(t.parentNode).selectAll(\"rect.bandrect\"),l=[];s.each((function(t){A(t).each((function(t){Array.prototype.push.apply(l,m(t))}))}));var u={};u[a.dimensionInd]=a.categoryValue,o.emit(e,{points:l,event:r,constraints:u})}function S(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=A(i),l=[];s.each((function(t){Array.prototype.push.apply(l,m(t))}));var u={};u[a.dimensionInd]=a.categoryValue,void 0!==i.rawColor&&(u.color=i.rawColor),o.emit(e,{points:l,event:r,constraints:u})}function E(t,e,r){t._fullLayout._calcInverseTransform(t);var i,a,o=t._fullLayout._invScaleX,s=t._fullLayout._invScaleY,l=n.select(r.parentNode).select(\"rect.catrect\"),u=l.node().getBoundingClientRect(),c=l.datum(),f=c.parcatsViewModel,h=f.model.dimensions[c.model.dimensionInd],p=f.trace,d=u.top+u.height/2;f.dimensions.length>1&&h.displayInd===f.dimensions.length-1?(i=u.left,a=\"left\"):(i=u.left+u.width,a=\"right\");var v=c.model.count,g=c.model.categoryLabel,y=v/c.parcatsViewModel.model.count,m={countLabel:v,categoryLabel:g,probabilityLabel:y.toFixed(3)},x=[];-1!==c.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&x.push([\"Count:\",m.countLabel].join(\" \")),-1!==c.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&x.push([\"P(\"+m.categoryLabel+\"):\",m.probabilityLabel].join(\" \"));var b=x.join(\"<br>\");return{trace:p,x:o*(i-e.left),y:s*(d-e.top),text:b,color:\"lightgray\",borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:12,fontColor:\"black\",idealAlign:a,hovertemplate:p.hovertemplate,hovertemplateLabels:m,eventData:[{data:p._input,fullData:p,count:v,category:g,probability:y}]}}function L(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){if(n.mouse(this)[1]<-1)return;var e,r=t.parcatsViewModel.graphDiv,i=r._fullLayout,a=i._paperdiv.node().getBoundingClientRect(),l=t.parcatsViewModel.hoveron,u=this;\"color\"===l?(function(t){var e=n.select(t).datum(),r=A(e);w(r),r.each((function(){s.raiseToTop(this)})),n.select(t.parentNode).selectAll(\"rect.bandrect\").filter((function(t){return t.color===e.color})).each((function(){s.raiseToTop(this),n.select(this).attr(\"stroke\",\"black\").attr(\"stroke-width\",1.5)}))}(u),S(u,\"plotly_hover\",n.event)):(function(t){n.select(t.parentNode).selectAll(\"rect.bandrect\").each((function(t){var e=A(t);w(e),e.each((function(){s.raiseToTop(this)}))})),n.select(t.parentNode).select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",2.5)}(u),M(u,\"plotly_hover\",n.event)),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\")&&(\"category\"===l?e=E(r,a,u):\"color\"===l?e=function(t,e,r){t._fullLayout._calcInverseTransform(t);var i,a,o=t._fullLayout._invScaleX,s=t._fullLayout._invScaleY,l=r.getBoundingClientRect(),u=n.select(r).datum(),f=u.categoryViewModel,h=f.parcatsViewModel,p=h.model.dimensions[f.model.dimensionInd],d=h.trace,v=l.y+l.height/2;h.dimensions.length>1&&p.displayInd===h.dimensions.length-1?(i=l.left,a=\"left\"):(i=l.left+l.width,a=\"right\");var g=f.model.categoryLabel,y=u.parcatsViewModel.model.count,m=0;u.categoryViewModel.bands.forEach((function(t){t.color===u.color&&(m+=t.count)}));var x=f.model.count,b=0;h.pathSelection.each((function(t){t.model.color===u.color&&(b+=t.model.count)}));var _=m/y,w=m/b,T=m/x,k={countLabel:y,categoryLabel:g,probabilityLabel:_.toFixed(3)},A=[];-1!==f.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&A.push([\"Count:\",k.countLabel].join(\" \")),-1!==f.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&(A.push(\"P(color ∩ \"+g+\"): \"+k.probabilityLabel),A.push(\"P(\"+g+\" | color): \"+w.toFixed(3)),A.push(\"P(color | \"+g+\"): \"+T.toFixed(3)));var M=A.join(\"<br>\"),S=c.mostReadable(u.color,[\"black\",\"white\"]);return{trace:d,x:o*(i-e.left),y:s*(v-e.top),text:M,color:u.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontColor:S,fontSize:10,idealAlign:a,hovertemplate:d.hovertemplate,hovertemplateLabels:k,eventData:[{data:d._input,fullData:d,category:g,count:y,probability:_,categorycount:x,colorcount:b,bandcolorcount:m}]}}(r,a,u):\"dimension\"===l&&(e=function(t,e,r){var i=[];return n.select(r.parentNode.parentNode).selectAll(\"g.category\").select(\"rect.catrect\").each((function(){i.push(E(t,e,this))})),i}(r,a,u)),e&&o.loneHover(e,{container:i._hoverlayer.node(),outerContainer:i._paper.node(),gd:r}))}}function C(t){var e=t.parcatsViewModel;e.dragDimension||(_(e.pathSelection),T(e.dimensionSelection.selectAll(\"g.category\")),k(e.dimensionSelection.selectAll(\"g.category\").selectAll(\"rect.bandrect\")),o.loneUnhover(e.graphDiv._fullLayout._hoverlayer.node()),e.pathSelection.sort(v),-1!==e.hoverinfoItems.indexOf(\"skip\"))||(\"color\"===t.parcatsViewModel.hoveron?S(this,\"plotly_unhover\",n.event):M(this,\"plotly_unhover\",n.event))}function P(t){\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragDimensionDisplayInd=t.model.displayInd,t.initialDragDimensionDisplayInds=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),t.dragHasMoved=!1,t.dragCategoryDisplayInd=null,n.select(this).selectAll(\"g.category\").select(\"rect.catrect\").each((function(e){var r=n.mouse(this)[0],i=n.mouse(this)[1];-2<=r&&r<=e.width+2&&-2<=i&&i<=e.height+2&&(t.dragCategoryDisplayInd=e.model.displayInd,t.initialDragCategoryDisplayInds=t.model.categories.map((function(t){return t.displayInd})),e.model.dragY=e.y,s.raiseToTop(this.parentNode),n.select(this.parentNode).selectAll(\"rect.bandrect\").each((function(e){e.y<i&&i<=e.y+e.height&&(t.potentialClickBand=this)})))})),t.parcatsViewModel.dragDimension=t,o.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()))}function O(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragHasMoved=!0,null!==t.dragDimensionDisplayInd)){var e=t.dragDimensionDisplayInd,r=e-1,i=e+1,a=t.parcatsViewModel.dimensions[e];if(null!==t.dragCategoryDisplayInd){var o=a.categories[t.dragCategoryDisplayInd];o.model.dragY+=n.event.dy;var s=o.model.dragY,l=o.model.displayInd,u=a.categories,c=u[l-1],f=u[l+1];void 0!==c&&s<c.y+c.height/2&&(o.model.displayInd=c.model.displayInd,c.model.displayInd=l),void 0!==f&&s+o.height>f.y+f.height/2&&(o.model.displayInd=f.model.displayInd,f.model.displayInd=l),t.dragCategoryDisplayInd=o.model.displayInd}if(null===t.dragCategoryDisplayInd||\"freeform\"===t.parcatsViewModel.arrangement){a.model.dragX=n.event.x;var h=t.parcatsViewModel.dimensions[r],p=t.parcatsViewModel.dimensions[i];void 0!==h&&a.model.dragX<h.x+h.width&&(a.model.displayInd=h.model.displayInd,h.model.displayInd=e),void 0!==p&&a.model.dragX+a.width>p.x&&(a.model.displayInd=p.model.displayInd,p.model.displayInd=t.dragDimensionDisplayInd),t.dragDimensionDisplayInd=a.model.displayInd}j(t.parcatsViewModel),N(t.parcatsViewModel),R(t.parcatsViewModel),z(t.parcatsViewModel)}}function I(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&null!==t.dragDimensionDisplayInd){n.select(this).selectAll(\"text\").attr(\"font-weight\",\"normal\");var e={},r=D(t.parcatsViewModel),i=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),o=t.initialDragDimensionDisplayInds.some((function(t,e){return t!==i[e]}));o&&i.forEach((function(r,n){var i=t.parcatsViewModel.model.dimensions[n].containerInd;e[\"dimensions[\"+i+\"].displayindex\"]=r}));var s=!1;if(null!==t.dragCategoryDisplayInd){var l=t.model.categories.map((function(t){return t.displayInd}));if(s=t.initialDragCategoryDisplayInds.some((function(t,e){return t!==l[e]}))){var u=t.model.categories.slice().sort((function(t,e){return t.displayInd-e.displayInd})),c=u.map((function(t){return t.categoryValue})),f=u.map((function(t){return t.categoryLabel}));e[\"dimensions[\"+t.model.containerInd+\"].categoryarray\"]=[c],e[\"dimensions[\"+t.model.containerInd+\"].ticktext\"]=[f],e[\"dimensions[\"+t.model.containerInd+\"].categoryorder\"]=\"array\"}}-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")&&!t.dragHasMoved&&t.potentialClickBand&&(\"color\"===t.parcatsViewModel.hoveron?S(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent):M(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent)),t.model.dragX=null,null!==t.dragCategoryDisplayInd&&(t.parcatsViewModel.dimensions[t.dragDimensionDisplayInd].categories[t.dragCategoryDisplayInd].model.dragY=null,t.dragCategoryDisplayInd=null),t.dragDimensionDisplayInd=null,t.parcatsViewModel.dragDimension=null,t.dragHasMoved=null,t.potentialClickBand=null,j(t.parcatsViewModel),N(t.parcatsViewModel),n.transition().duration(300).ease(\"cubic-in-out\").each((function(){R(t.parcatsViewModel,!0),z(t.parcatsViewModel,!0)})).each(\"end\",(function(){(o||s)&&a.restyle(t.parcatsViewModel.graphDiv,e,[r])}))}}function D(t){for(var e,r=t.graphDiv._fullData,n=0;n<r.length;n++)if(t.key===r[n].uid){e=n;break}return e}function z(t,e){var r;void 0===e&&(e=!1),t.pathSelection.data((function(t){return t.paths}),p),(r=t.pathSelection,e?r.transition():r).attr(\"d\",(function(t){return t.svgD}))}function R(t,e){function r(t){return e?t.transition():t}void 0===e&&(e=!1),t.dimensionSelection.data((function(t){return t.dimensions}),p);var i=t.dimensionSelection.selectAll(\"g.category\").data((function(t){return t.categories}),p);r(t.dimensionSelection).attr(\"transform\",(function(t){return l(t.x,0)})),r(i).attr(\"transform\",(function(t){return l(0,t.y)})),i.select(\".dimlabel\").text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})),i.select(\".catlabel\").attr(\"text-anchor\",(function(t){return d(t)?\"start\":\"end\"})).attr(\"x\",(function(t){return d(t)?t.width+5:-5})).each((function(t){var e,r;d(t)?(e=t.width+5,r=\"start\"):(e=-5,r=\"end\"),n.select(this).selectAll(\"tspan\").attr(\"x\",e).attr(\"text-anchor\",r)}));var a=i.selectAll(\"rect.bandrect\").data((function(t){return t.bands}),p),o=a.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"cursor\",\"move\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.color})).attr(\"fill-opacity\",0);a.attr(\"fill\",(function(t){return t.color})).attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})),k(o),a.each((function(){s.raiseToTop(this)})),a.exit().remove()}function F(t,e,r){var n,i=r[0],a=e.margin||{l:80,r:80,t:100,b:80},o=i.trace,s=o.domain,l=e.width,u=e.height,c=Math.floor(l*(s.x[1]-s.x[0])),f=Math.floor(u*(s.y[1]-s.y[0])),h=s.x[0]*l+a.l,p=e.height-s.y[1]*e.height+a.t,d=o.line.shape;n=\"all\"===o.hoverinfo?[\"count\",\"probability\"]:(o.hoverinfo||\"\").split(\"+\");var v={trace:o,key:o.uid,model:i,x:h,y:p,width:c,height:f,hoveron:o.hoveron,hoverinfoItems:n,arrangement:o.arrangement,bundlecolors:o.bundlecolors,sortpaths:o.sortpaths,labelfont:o.labelfont,categorylabelfont:o.tickfont,pathShape:d,dragDimension:null,margin:a,paths:[],dimensions:[],graphDiv:t,traceSelection:null,pathSelection:null,dimensionSelection:null};return i.dimensions&&(j(v),N(v)),v}function B(t,e,r,n,a){var o,s,l=[],u=[];for(s=0;s<r.length-1;s++)o=i(r[s]+t[s],t[s+1]),l.push(o(a)),u.push(o(1-a));var c=\"M \"+t[0]+\",\"+e[0];for(c+=\"l\"+r[0]+\",0 \",s=1;s<r.length;s++)c+=\"C\"+l[s-1]+\",\"+e[s-1]+\" \"+u[s-1]+\",\"+e[s]+\" \"+t[s]+\",\"+e[s],c+=\"l\"+r[s]+\",0 \";for(c+=\"l0,\"+n+\" \",c+=\"l -\"+r[r.length-1]+\",0 \",s=r.length-2;s>=0;s--)c+=\"C\"+u[s]+\",\"+(e[s+1]+n)+\" \"+l[s]+\",\"+(e[s]+n)+\" \"+(t[s]+r[s])+\",\"+(e[s]+n),c+=\"l-\"+r[s]+\",0 \";return c+\"Z\"}function N(t){var e=t.dimensions,r=t.model,n=e.map((function(t){return t.categories.map((function(t){return t.y}))})),i=t.model.dimensions.map((function(t){return t.categories.map((function(t){return t.displayInd}))})),a=t.model.dimensions.map((function(t){return t.displayInd})),o=t.dimensions.map((function(t){return t.model.dimensionInd})),s=e.map((function(t){return t.x})),l=e.map((function(t){return t.width})),u=[];for(var c in r.paths)r.paths.hasOwnProperty(c)&&u.push(r.paths[c]);function f(t){var e=t.categoryInds.map((function(t,e){return i[e][t]}));return o.map((function(t){return e[t]}))}u.sort((function(e,r){var n=f(e),i=f(r);return\"backward\"===t.sortpaths&&(n.reverse(),i.reverse()),n.push(e.valueInds[0]),i.push(r.valueInds[0]),t.bundlecolors&&(n.unshift(e.rawColor),i.unshift(r.rawColor)),n<i?-1:n>i?1:0}));for(var h=new Array(u.length),p=e[0].model.count,d=e[0].categories.map((function(t){return t.height})).reduce((function(t,e){return t+e})),v=0;v<u.length;v++){var g,y=u[v];g=p>0?d*(y.count/p):0;for(var m,x=new Array(n.length),b=0;b<y.categoryInds.length;b++){var 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n=r(50693),i=r(13838),a=r(41940),o=r(27670).Y,s=r(1426).extendFlat,l=r(44467).templatedArray;t.exports={domain:o({name:\"parcoords\",trace:!0,editType:\"plot\"}),labelangle:{valType:\"angle\",dflt:0,editType:\"plot\"},labelside:{valType:\"enumerated\",values:[\"top\",\"bottom\"],dflt:\"top\",editType:\"plot\"},labelfont:a({editType:\"plot\"}),tickfont:a({editType:\"plot\"}),rangefont:a({editType:\"plot\"}),dimensions:l(\"dimension\",{label:{valType:\"string\",editType:\"plot\"},tickvals:s({},i.tickvals,{editType:\"plot\"}),ticktext:s({},i.ticktext,{editType:\"plot\"}),tickformat:s({},i.tickformat,{editType:\"plot\"}),visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},range:{valType:\"info_array\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},constraintrange:{valType:\"info_array\",freeLength:!0,dimensions:\"1-2\",items:[{valType:\"any\",editType:\"plot\"},{valType:\"any\",editType:\"plot\"}],editType:\"plot\"},multiselect:{valType:\"boolean\",dflt:!0,editType:\"plot\"},values:{valType:\"data_array\",editType:\"calc\"},editType:\"calc\"}),line:s({editType:\"calc\"},n(\"line\",{colorscaleDflt:\"Viridis\",autoColorDflt:!1,editTypeOverride:\"calc\"})),unselected:{line:{color:{valType:\"color\",dflt:\"#7f7f7f\",editType:\"plot\"},opacity:{valType:\"number\",min:0,max:1,dflt:\"auto\",editType:\"plot\"},editType:\"plot\"},editType:\"plot\"}}},57920:function(t,e,r){\"use 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s(\"line.colorscale\"),a(t,e,o,s,{prefix:\"line.\",cLetter:\"c\"}),l.length;e.line.color=r}return 1/0}(t,e,r,l,c);o(e,l,c),Array.isArray(v)&&v.length||(e.visible=!1),h(e,v,\"values\",g);var y={family:l.font.family,size:Math.round(l.font.size/1.2),color:l.font.color};n.coerceFont(c,\"labelfont\",y),n.coerceFont(c,\"tickfont\",y),n.coerceFont(c,\"rangefont\",y),c(\"labelangle\"),c(\"labelside\"),c(\"unselected.line.color\"),c(\"unselected.line.opacity\")}},1602:function(t,e,r){\"use strict\";var n=r(71828).isTypedArray;e.convertTypedArray=function(t){return n(t)?Array.prototype.slice.call(t):t},e.isOrdinal=function(t){return!!t.tickvals},e.isVisible=function(t){return t.visible||!(\"visible\"in t)}},67618:function(t,e,r){\"use strict\";var n=r(71791);n.plot=r(21341),t.exports=n},83398:function(t,e,r){\"use strict\";var n=r(56068),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nattribute vec4 p01_04, p05_08, p09_12, p13_16,\\n               p17_20, p21_24, p25_28, p29_32,\\n               p33_36, p37_40, p41_44, p45_48,\\n               p49_52, p53_56, p57_60, colors;\\n\\nuniform mat4 dim0A, dim1A, dim0B, dim1B, dim0C, dim1C, dim0D, dim1D,\\n             loA, hiA, loB, hiB, loC, hiC, loD, hiD;\\n\\nuniform vec2 resolution, viewBoxPos, viewBoxSize;\\nuniform float maskHeight;\\nuniform float drwLayer; // 0: context, 1: focus, 2: pick\\nuniform vec4 contextColor;\\nuniform sampler2D maskTexture, palette;\\n\\nbool isPick    = (drwLayer > 1.5);\\nbool isContext = (drwLayer < 0.5);\\n\\nconst vec4 ZEROS = vec4(0.0, 0.0, 0.0, 0.0);\\nconst vec4 UNITS = vec4(1.0, 1.0, 1.0, 1.0);\\n\\nfloat val(mat4 p, mat4 v) {\\n    return dot(matrixCompMult(p, v) * UNITS, UNITS);\\n}\\n\\nfloat axisY(float ratio, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float y1 = val(A, dim0A) + val(B, dim0B) + val(C, dim0C) + val(D, dim0D);\\n    float y2 = val(A, dim1A) + val(B, dim1B) + val(C, dim1C) + val(D, dim1D);\\n    return y1 * (1.0 - ratio) + y2 * ratio;\\n}\\n\\nint iMod(int a, int b) {\\n    return a - b * (a / b);\\n}\\n\\nbool fOutside(float p, float lo, float hi) {\\n    return (lo < hi) && (lo > p || p > hi);\\n}\\n\\nbool vOutside(vec4 p, vec4 lo, vec4 hi) {\\n    return (\\n        fOutside(p[0], lo[0], hi[0]) ||\\n        fOutside(p[1], lo[1], hi[1]) ||\\n        fOutside(p[2], lo[2], hi[2]) ||\\n        fOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool mOutside(mat4 p, mat4 lo, mat4 hi) {\\n    return (\\n        vOutside(p[0], lo[0], hi[0]) ||\\n        vOutside(p[1], lo[1], hi[1]) ||\\n        vOutside(p[2], lo[2], hi[2]) ||\\n        vOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool outsideBoundingBox(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    return mOutside(A, loA, hiA) ||\\n           mOutside(B, loB, hiB) ||\\n           mOutside(C, loC, hiC) ||\\n           mOutside(D, loD, hiD);\\n}\\n\\nbool outsideRasterMask(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    mat4 pnts[4];\\n    pnts[0] = A;\\n    pnts[1] = B;\\n    pnts[2] = C;\\n    pnts[3] = D;\\n\\n    for(int i = 0; i < 4; ++i) {\\n        for(int j = 0; j < 4; ++j) {\\n            for(int k = 0; k < 4; ++k) {\\n                if(0 == iMod(\\n                    int(255.0 * texture2D(maskTexture,\\n                        vec2(\\n                            (float(i * 2 + j / 2) + 0.5) / 8.0,\\n                            (pnts[i][j][k] * (maskHeight - 1.0) + 1.0) / maskHeight\\n                        ))[3]\\n                    ) / int(pow(2.0, float(iMod(j * 4 + k, 8)))),\\n                    2\\n                )) return true;\\n            }\\n        }\\n    }\\n    return false;\\n}\\n\\nvec4 position(bool isContext, float v, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float x = 0.5 * sign(v) + 0.5;\\n    float y = axisY(x, A, B, C, D);\\n    float z = 1.0 - abs(v);\\n\\n    z += isContext ? 0.0 : 2.0 * float(\\n        outsideBoundingBox(A, B, C, D) ||\\n        outsideRasterMask(A, B, C, D)\\n    );\\n\\n    return vec4(\\n        2.0 * (vec2(x, y) * viewBoxSize + viewBoxPos) / resolution - 1.0,\\n        z,\\n        1.0\\n    );\\n}\\n\\nvoid main() {\\n    mat4 A = mat4(p01_04, p05_08, p09_12, p13_16);\\n    mat4 B = mat4(p17_20, p21_24, p25_28, p29_32);\\n    mat4 C = mat4(p33_36, p37_40, p41_44, p45_48);\\n    mat4 D = mat4(p49_52, p53_56, p57_60, ZEROS);\\n\\n    float v = colors[3];\\n\\n    gl_Position = position(isContext, v, A, B, C, D);\\n\\n    fragColor =\\n        isContext ? vec4(contextColor) :\\n        isPick ? vec4(colors.rgb, 1.0) : texture2D(palette, vec2(abs(v), 0.5));\\n}\\n\"]),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n    gl_FragColor = fragColor;\\n}\\n\"]),o=r(25706).maxDimensionCount,s=r(71828),l=1e-6,u=new Uint8Array(4),c=new Uint8Array(4),f={shape:[256,1],format:\"rgba\",type:\"uint8\",mag:\"nearest\",min:\"nearest\"};function h(t,e,r,n,i){var a=t._gl;a.enable(a.SCISSOR_TEST),a.scissor(e,r,n,i),t.clear({color:[0,0,0,0],depth:1})}function p(t,e,r,n,i,a){var o=a.key;r.drawCompleted||(function(t){t.read({x:0,y:0,width:1,height:1,data:u})}(t),r.drawCompleted=!0),function s(l){var u=Math.min(n,i-l*n);0===l&&(window.cancelAnimationFrame(r.currentRafs[o]),delete r.currentRafs[o],h(t,a.scissorX,a.scissorY,a.scissorWidth,a.viewBoxSize[1])),r.clearOnly||(a.count=2*u,a.offset=2*l*n,e(a),l*n+u<i&&(r.currentRafs[o]=window.requestAnimationFrame((function(){s(l+1)}))),r.drawCompleted=!1)}(0)}function d(t,e){for(var r=new Array(256),n=0;n<256;n++)r[n]=t(n/255).concat(e);return r}function v(t,e){return(t>>>8*e)%256/255}function g(t,e,r){for(var n=new Array(8*e),i=0,a=0;a<e;a++)for(var o=0;o<2;o++)for(var s=0;s<4;s++){var l=4*t+s,u=r[64*a+l];63===l&&0===o&&(u*=-1),n[i++]=u}return n}function y(t){var e=\"0\"+t;return e.substr(e.length-2)}function m(t){return t<o?\"p\"+y(t+1)+\"_\"+y(t+4):\"colors\"}function x(t,e,r,n,i,a,o,l,u,c,f,h,p,d){for(var v=[[],[]],g=0;g<64;g++)v[0][g]=g===i?1:0,v[1][g]=g===a?1:0;o*=d,l*=d,u*=d,c*=d;var y=t.lines.canvasOverdrag*d,m=t.domain,x=t.canvasWidth*d,b=t.canvasHeight*d,_=t.pad.l*d,w=t.pad.b*d,T=t.layoutHeight*d,k=t.layoutWidth*d,A=t.deselectedLines.color,M=t.deselectedLines.opacity;return s.extendFlat({key:f,resolution:[x,b],viewBoxPos:[o+y,l],viewBoxSize:[u,c],i0:i,i1:a,dim0A:v[0].slice(0,16),dim0B:v[0].slice(16,32),dim0C:v[0].slice(32,48),dim0D:v[0].slice(48,64),dim1A:v[1].slice(0,16),dim1B:v[1].slice(16,32),dim1C:v[1].slice(32,48),dim1D:v[1].slice(48,64),drwLayer:h,contextColor:[A[0]/255,A[1]/255,A[2]/255,\"auto\"!==M?A[3]*M:Math.max(1/255,Math.pow(1/t.lines.color.length,1/3))],scissorX:(n===e?0:o+y)+(_-y)+k*m.x[0],scissorWidth:(n===r?x-o+y:u+.5)+(n===e?o+y:0),scissorY:l+w+T*m.y[0],scissorHeight:c,viewportX:_-y+k*m.x[0],viewportY:w+T*m.y[0],viewportWidth:x,viewportHeight:b},p)}function b(t){var e=2047,r=Math.max(0,Math.floor(t[0]*e),0),n=Math.min(e,Math.ceil(t[1]*e),e);return[Math.min(r,n),Math.max(r,n)]}t.exports=function(t,e){var r,n,u,y,_,w=e.context,T=e.pick,k=e.regl,A=k._gl,M=A.getParameter(A.ALIASED_LINE_WIDTH_RANGE),S=Math.max(M[0],Math.min(M[1],e.viewModel.plotGlPixelRatio)),E={currentRafs:{},drawCompleted:!0,clearOnly:!1},L=function(t){for(var e={},r=0;r<=o;r+=4)e[m(r)]=t.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array(0)});return e}(k),C=k.texture(f),P=[];I(e);var O=k({profile:!1,blend:{enable:w,func:{srcRGB:\"src alpha\",dstRGB:\"one minus src 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I(t){r=t.model,n=t.viewModel,u=n.dimensions.slice(),y=u[0]?u[0].values.length:0;var e=r.lines,i=T?e.color.map((function(t,r){return r/e.color.length})):e.color,a=function(t,e,r){for(var n,i=new Array(t*(o+4)),a=0,s=0;s<t;s++){for(var u=0;u<o;u++)i[a++]=u<e.length?e[u].paddedUnitValues[s]:.5;i[a++]=v(s,2),i[a++]=v(s,1),i[a++]=v(s,0),i[a++]=(n=r[s],Math.max(l,Math.min(.999999,n)))}return i}(y,u,i);!function(t,e,r){for(var n=0;n<=o;n+=4)t[m(n)](g(n/4,e,r))}(L,y,a),w||T||(C=k.texture(s.extendFlat({data:d(r.unitToColor,255)},f)))}return{render:function(t,e,n){var i,a,o,s=t.length,l=1/0,c=-1/0;for(i=0;i<s;i++)t[i].dim0.canvasX<l&&(l=t[i].dim0.canvasX,a=i),t[i].dim1.canvasX>c&&(c=t[i].dim1.canvasX,o=i);0===s&&h(k,0,0,r.canvasWidth,r.canvasHeight);var f=function(t){var e,r,n,i=[[],[]];for(n=0;n<64;n++){var a=!t&&n<u.length?u[n].brush.filter.getBounds():[-1/0,1/0];i[0][n]=a[0],i[1][n]=a[1]}var o=new Array(16384);for(e=0;e<16384;e++)o[e]=255;if(!t)for(e=0;e<u.length;e++){var s=e%8,l=(e-s)/8,c=Math.pow(2,s),f=u[e].brush.filter.get();if(!(f.length<2)){var h=b(f[0])[1];for(r=1;r<f.length;r++){var p=b(f[r]);for(n=h+1;n<p[0];n++)o[8*n+l]&=~c;h=Math.max(h,p[1])}}}var d={shape:[8,2048],format:\"alpha\",type:\"uint8\",mag:\"nearest\",min:\"nearest\",data:o};return _?_(d):_=k.texture(d),{maskTexture:_,maskHeight:2048,loA:i[0].slice(0,16),loB:i[0].slice(16,32),loC:i[0].slice(32,48),loD:i[0].slice(48,64),hiA:i[1].slice(0,16),hiB:i[1].slice(16,32),hiC:i[1].slice(32,48),hiD:i[1].slice(48,64)}}(w);for(i=0;i<s;i++){var d=t[i],v=d.dim0.crossfilterDimensionIndex,g=d.dim1.crossfilterDimensionIndex,m=d.canvasX,A=d.canvasY,M=m+d.panelSizeX,S=d.plotGlPixelRatio;if(e||!P[v]||P[v][0]!==m||P[v][1]!==M){P[v]=[m,M];var L=x(r,a,o,i,v,g,m,A,d.panelSizeX,d.panelSizeY,d.dim0.crossfilterDimensionIndex,w?0:T?2:1,f,S);E.clearOnly=n;var C=e?r.lines.blockLineCount:y;p(k,O,E,C,y,L)}}},readPixel:function(t,e){return k.read({x:t,y:e,width:1,height:1,data:c}),c},readPixels:function(t,e,r,n){var i=new Uint8Array(4*r*n);return k.read({x:t,y:e,width:r,height:n,data:i}),i},destroy:function(){for(var e in t.style[\"pointer-events\"]=\"none\",C.destroy(),_&&_.destroy(),L)L[e].destroy()},update:I}}},94397:function(t){\"use strict\";t.exports=function(t,e,r,n){var i,a;for(n||(n=1/0),i=0;i<e.length;i++)(a=e[i]).visible&&(n=Math.min(n,a[r].length));for(n===1/0&&(n=0),t._length=n,i=0;i<e.length;i++)(a=e[i]).visible&&(a._length=n);return n}},17171:function(t,e,r){\"use strict\";var n=r(39898),i=r(71828),a=i.numberFormat,o=r(36652),s=r(89298),l=i.strRotate,u=i.strTranslate,c=r(63893),f=r(91424),h=r(21081),p=r(28984),d=p.keyFun,v=p.repeat,g=p.unwrap,y=r(1602),m=r(25706),x=r(57920),b=r(83398);function _(t,e,r){return i.aggNums(t,null,e,r)}function w(t,e){return k(_(Math.min,t,e),_(Math.max,t,e))}function T(t){var e=t.range;return e?k(e[0],e[1]):w(t.values,t._length)}function k(t,e){return!isNaN(t)&&isFinite(t)||(t=0),!isNaN(e)&&isFinite(e)||(e=0),t===e&&(0===t?(t-=1,e+=1):(t*=.9,e*=1.1)),[t,e]}function A(t,e,r,i,o){var s,l,u=T(r);return i?n.scale.ordinal().domain(i.map((s=a(r.tickformat),l=o,l?function(t,e){var r=l[e];return null==r?s(t):r}:s))).range(i.map((function(r){var n=(r-u[0])/(u[1]-u[0]);return t-e+n*(2*e-t)}))):n.scale.linear().domain(u).range([t-e,e])}function M(t){if(t.tickvals){var e=T(t);return n.scale.ordinal().domain(t.tickvals).range(t.tickvals.map((function(t){return(t-e[0])/(e[1]-e[0])})))}}function S(t){var e=t.map((function(t){return t[0]})),r=t.map((function(t){var e=o(t[1]);return n.rgb(\"rgb(\"+e[0]+\",\"+e[1]+\",\"+e[2]+\")\")})),i=\"rgb\".split(\"\").map((function(t){return n.scale.linear().clamp(!0).domain(e).range(r.map((i=t,function(t){return t[i]})));var i}));return function(t){return i.map((function(e){return e(t)}))}}function E(t){return t.dimensions.some((function(t){return t.brush.filterSpecified}))}function L(t,e,r){var a=g(e),s=a.trace,l=y.convertTypedArray(a.lineColor),u=s.line,c={color:o(s.unselected.line.color),opacity:s.unselected.line.opacity},f=h.extractOpts(u),p=f.reversescale?h.flipScale(a.cscale):a.cscale,d=s.domain,v=s.dimensions,x=t.width,b=s.labelangle,_=s.labelside,w=s.labelfont,k=s.tickfont,A=s.rangefont,M=i.extendDeepNoArrays({},u,{color:l.map(n.scale.linear().domain(T({values:l,range:[f.min,f.max],_length:s._length}))),blockLineCount:m.blockLineCount,canvasOverdrag:m.overdrag*m.canvasPixelRatio}),E=Math.floor(x*(d.x[1]-d.x[0])),L=Math.floor(t.height*(d.y[1]-d.y[0])),C=t.margin||{l:80,r:80,t:100,b:80},P=E,O=L;return{key:r,colCount:v.filter(y.isVisible).length,dimensions:v,tickDistance:m.tickDistance,unitToColor:S(p),lines:M,deselectedLines:c,labelAngle:b,labelSide:_,labelFont:w,tickFont:k,rangeFont:A,layoutWidth:x,layoutHeight:t.height,domain:d,translateX:d.x[0]*x,translateY:t.height-d.y[1]*t.height,pad:C,canvasWidth:P*m.canvasPixelRatio+2*M.canvasOverdrag,canvasHeight:O*m.canvasPixelRatio,width:P,height:O,canvasPixelRatio:m.canvasPixelRatio}}function C(t,e,r){var o=r.width,s=r.height,l=r.dimensions,u=r.canvasPixelRatio,c=function(t){return o*t/Math.max(1,r.colCount-1)},f=m.verticalPadding/s,h=function(t,e){return n.scale.linear().range([e,t-e])}(s,m.verticalPadding),p={key:r.key,xScale:c,model:r,inBrushDrag:!1},d={};return p.dimensions=l.filter(y.isVisible).map((function(o,l){var v=function(t,e){return n.scale.linear().domain(T(t)).range([e,1-e])}(o,f),g=d[o.label];d[o.label]=(g||0)+1;var b=o.label+(g?\"__\"+g:\"\"),_=o.constraintrange,w=_&&_.length;w&&!Array.isArray(_[0])&&(_=[_]);var k=w?_.map((function(t){return t.map(v)})):[[-1/0,1/0]],S=o.values;S.length>o._length&&(S=S.slice(0,o._length));var L,C=o.tickvals;function P(t,e){return{val:t,text:L[e]}}function O(t,e){return t.val-e.val}if(Array.isArray(C)&&C.length){L=o.ticktext,Array.isArray(L)&&L.length?L.length>C.length?L=L.slice(0,C.length):C.length>L.length&&(C=C.slice(0,L.length)):L=C.map(a(o.tickformat));for(var I=1;I<C.length;I++)if(C[I]<C[I-1]){for(var D=C.map(P).sort(O),z=0;z<C.length;z++)C[z]=D[z].val,L[z]=D[z].text;break}}else C=void 0;return S=y.convertTypedArray(S),{key:b,label:o.label,tickFormat:o.tickformat,tickvals:C,ticktext:L,ordinal:y.isOrdinal(o),multiselect:o.multiselect,xIndex:l,crossfilterDimensionIndex:l,visibleIndex:o._index,height:s,values:S,paddedUnitValues:S.map(v),unitTickvals:C&&C.map(v),xScale:c,x:c(l),canvasX:c(l)*u,unitToPaddedPx:h,domainScale:A(s,m.verticalPadding,o,C,L),ordinalScale:M(o),parent:p,model:r,brush:x.makeBrush(t,w,k,(function(){t.linePickActive(!1)}),(function(){var e=p;e.focusLayer&&e.focusLayer.render(e.panels,!0);var r=E(e);!t.contextShown()&&r?(e.contextLayer&&e.contextLayer.render(e.panels,!0),t.contextShown(!0)):t.contextShown()&&!r&&(e.contextLayer&&e.contextLayer.render(e.panels,!0,!0),t.contextShown(!1))}),(function(r){if(p.focusLayer.render(p.panels,!0),p.pickLayer&&p.pickLayer.render(p.panels,!0),t.linePickActive(!0),e&&e.filterChanged){var n=v.invert,a=r.map((function(t){return t.map(n).sort(i.sorterAsc)})).sort((function(t,e){return t[0]-e[0]}));e.filterChanged(p.key,o._index,a)}}))}})),p}function P(t){t.classed(m.cn.axisExtentText,!0).attr(\"text-anchor\",\"middle\").style(\"cursor\",\"default\")}function O(t,e){var r=\"top\"===e?1:-1,n=t*Math.PI/180;return{dir:r,dx:Math.sin(n),dy:Math.cos(n),degrees:t}}function I(t,e,r){for(var n=e.panels||(e.panels=[]),i=t.data(),a=0;a<i.length-1;a++){var o=n[a]||(n[a]={}),s=i[a],l=i[a+1];o.dim0=s,o.dim1=l,o.canvasX=s.canvasX,o.panelSizeX=l.canvasX-s.canvasX,o.panelSizeY=e.model.canvasHeight,o.y=0,o.canvasY=0,o.plotGlPixelRatio=r}}function D(t,e){return s.tickText(t._ax,e,!1).text}function z(t,e){if(t.ordinal)return\"\";var r=t.domainScale.domain(),n=r[e?r.length-1:0];return D(t.model.dimensions[t.visibleIndex],n)}t.exports=function(t,e,r,a){var o=t._context.staticPlot,h=t._fullLayout,p=h._toppaper,_=h._glcontainer,T=t._context.plotGlPixelRatio,A=t._fullLayout.paper_bgcolor;!function(t){for(var e=0;e<t.length;e++)for(var r=0;r<t[e].length;r++)for(var n=t[e][r].trace,i=n.dimensions,a=0;a<i.length;a++){var o=i[a].values,l=i[a]._ax;l&&(l.range?l.range=k(l.range[0],l.range[1]):l.range=w(o,n._length),l.dtick||(l.dtick=.01*(Math.abs(l.range[1]-l.range[0])||1)),l.tickformat=i[a].tickformat,s.calcTicks(l),l.cleanRange())}}(e);var M,S,R=(M=!0,S=!1,{linePickActive:function(t){return arguments.length?M=!!t:M},contextShown:function(t){return arguments.length?S=!!t:S}}),F=e.filter((function(t){return g(t).trace.visible})).map(L.bind(0,r)).map(C.bind(0,R,a));_.each((function(t,e){return i.extendFlat(t,F[e])}));var B=_.selectAll(\".gl-canvas\").each((function(t){t.viewModel=F[0],t.viewModel.plotGlPixelRatio=T,t.viewModel.paperColor=A,t.model=t.viewModel?t.viewModel.model:null})),N=null;B.filter((function(t){return t.pick})).style(\"pointer-events\",o?\"none\":\"auto\").on(\"mousemove\",(function(t){if(R.linePickActive()&&t.lineLayer&&a&&a.hover){var e=n.event,r=this.width,i=this.height,o=n.mouse(this),s=o[0],l=o[1];if(s<0||l<0||s>=r||l>=i)return;var u=t.lineLayer.readPixel(s,i-1-l),c=0!==u[3],f=c?u[2]+256*(u[1]+256*u[0]):null,h={x:s,y:l,clientX:e.clientX,clientY:e.clientY,dataIndex:t.model.key,curveNumber:f};f!==N&&(c?a.hover(h):a.unhover&&a.unhover(h),N=f)}})),B.style(\"opacity\",(function(t){return t.pick?0:1})),p.style(\"background\",\"rgba(255, 255, 255, 0)\");var j=p.selectAll(\".\"+m.cn.parcoords).data(F,d);j.exit().remove(),j.enter().append(\"g\").classed(m.cn.parcoords,!0).style(\"shape-rendering\",\"crispEdges\").style(\"pointer-events\",\"none\"),j.attr(\"transform\",(function(t){return u(t.model.translateX,t.model.translateY)}));var U=j.selectAll(\".\"+m.cn.parcoordsControlView).data(v,d);U.enter().append(\"g\").classed(m.cn.parcoordsControlView,!0),U.attr(\"transform\",(function(t){return u(t.model.pad.l,t.model.pad.t)}));var V=U.selectAll(\".\"+m.cn.yAxis).data((function(t){return 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e=t.model.height/t.model.tickDistance,r=t.domainScale,i=r.domain();n.select(this).call(n.svg.axis().orient(\"left\").tickSize(4).outerTickSize(2).ticks(e,t.tickFormat).tickValues(t.ordinal?i:null).tickFormat((function(e){return y.isOrdinal(t)?e:D(t.model.dimensions[t.visibleIndex],e)})).scale(r)),f.font(q.selectAll(\"text\"),t.model.tickFont)})),q.selectAll(\".domain, .tick>line\").attr(\"fill\",\"none\").attr(\"stroke\",\"black\").attr(\"stroke-opacity\",.25).attr(\"stroke-width\",\"1px\"),q.selectAll(\"text\").style(\"text-shadow\",c.makeTextShadow(A)).style(\"cursor\",\"default\");var G=H.selectAll(\".\"+m.cn.axisHeading).data(v,d);G.enter().append(\"g\").classed(m.cn.axisHeading,!0);var Z=G.selectAll(\".\"+m.cn.axisTitle).data(v,d);Z.enter().append(\"text\").classed(m.cn.axisTitle,!0).attr(\"text-anchor\",\"middle\").style(\"cursor\",\"ew-resize\").style(\"pointer-events\",o?\"none\":\"auto\"),Z.text((function(t){return t.label})).each((function(e){var 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J=Y.selectAll(\".\"+m.cn.axisExtentBottom).data(v,d);J.enter().append(\"g\").classed(m.cn.axisExtentBottom,!0),J.attr(\"transform\",(function(t){return u(0,t.model.height+m.axisExtentOffset)}));var K=J.selectAll(\".\"+m.cn.axisExtentBottomText).data(v,d);K.enter().append(\"text\").classed(m.cn.axisExtentBottomText,!0).attr(\"dy\",\"0.75em\").call(P),K.text((function(t){return z(t,!1)})).each((function(t){f.font(n.select(this),t.model.rangeFont)})),x.ensureAxisBrush(H,A,t)}},21341:function(t,e,r){\"use strict\";var n=r(17171),i=r(79749),a=r(1602).isVisible,o={};function s(t,e,r){var n=e.indexOf(r),i=t.indexOf(n);return-1===i&&(i+=e.length),i}(t.exports=function(t,e){var r=t._fullLayout;if(i(t,[],o)){var l={},u={},c={},f={},h=r._size;e.forEach((function(e,r){var n=e[0].trace;c[r]=n.index;var i=f[r]=n._fullInput.index;l[r]=t.data[i].dimensions,u[r]=t.data[i].dimensions.slice()})),n(t,e,{width:h.w,height:h.h,margin:{t:h.t,r:h.r,b:h.b,l:h.l}},{filterChanged:function(e,n,i){var a=u[e][n],o=i.map((function(t){return t.slice()})),s=\"dimensions[\"+n+\"].constraintrange\",l=r._tracePreGUI[t._fullData[c[e]]._fullInput.uid];if(void 0===l[s]){var h=a.constraintrange;l[s]=h||null}var p=t._fullData[c[e]].dimensions[n];o.length?(1===o.length&&(o=o[0]),a.constraintrange=o,p.constraintrange=o.slice(),o=[o]):(delete a.constraintrange,delete p.constraintrange,o=null);var d={};d[s]=o,t.emit(\"plotly_restyle\",[d,[f[e]]])},hover:function(e){t.emit(\"plotly_hover\",e)},unhover:function(e){t.emit(\"plotly_unhover\",e)},axesMoved:function(e,r){var n=function(t,e){return function(r,n){return s(t,e,r)-s(t,e,n)}}(r,u[e].filter(a));l[e].sort(n),u[e].filter((function(t){return!a(t)})).sort((function(t){return u[e].indexOf(t)})).forEach((function(t){l[e].splice(l[e].indexOf(t),1),l[e].splice(u[e].indexOf(t),0,t)})),t.emit(\"plotly_restyle\",[{dimensions:[l[e]]},[f[e]]])}})}}).reglPrecompiled=o},34e3:function(t,e,r){\"use strict\";var n=r(9012),i=r(27670).Y,a=r(41940),o=r(22399),s=r(5386).fF,l=r(5386).si,u=r(1426).extendFlat,c=r(79952).u,f=a({editType:\"plot\",arrayOk:!0,colorEditType:\"plot\"});t.exports={labels:{valType:\"data_array\",editType:\"calc\"},label0:{valType:\"number\",dflt:0,editType:\"calc\"},dlabel:{valType:\"number\",dflt:1,editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc\"},marker:{colors:{valType:\"data_array\",editType:\"calc\"},line:{color:{valType:\"color\",dflt:o.defaultLine,arrayOk:!0,editType:\"style\"},width:{valType:\"number\",min:0,dflt:0,arrayOk:!0,editType:\"style\"},editType:\"calc\"},pattern:c,editType:\"calc\"},text:{valType:\"data_array\",editType:\"plot\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"style\"},scalegroup:{valType:\"string\",dflt:\"\",editType:\"calc\"},textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"value\",\"percent\"],extras:[\"none\"],editType:\"calc\"},hoverinfo:u({},n.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:s({},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),texttemplate:l({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),textposition:{valType:\"enumerated\",values:[\"inside\",\"outside\",\"auto\",\"none\"],dflt:\"auto\",arrayOk:!0,editType:\"plot\"},textfont:u({},f,{}),insidetextorientation:{valType:\"enumerated\",values:[\"horizontal\",\"radial\",\"tangential\",\"auto\"],dflt:\"auto\",editType:\"plot\"},insidetextfont:u({},f,{}),outsidetextfont:u({},f,{}),automargin:{valType:\"boolean\",dflt:!1,editType:\"plot\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"plot\"},font:u({},f,{}),position:{valType:\"enumerated\",values:[\"top 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n=r(74875);e.name=\"pie\",e.plot=function(t,r,i,a){n.plotBasePlot(e.name,t,r,i,a)},e.clean=function(t,r,i,a){n.cleanBasePlot(e.name,t,r,i,a)}},32354:function(t,e,r){\"use strict\";var n=r(92770),i=r(84267),a=r(7901),o={};function s(t){return function(e,r){return!!e&&!!(e=i(e)).isValid()&&(e=a.addOpacity(e,e.getAlpha()),t[r]||(t[r]=e),e)}}function l(t,e){var r,n=JSON.stringify(t),a=e[n];if(!a){for(a=t.slice(),r=0;r<t.length;r++)a.push(i(t[r]).lighten(20).toHexString());for(r=0;r<t.length;r++)a.push(i(t[r]).darken(20).toHexString());e[n]=a}return a}t.exports={calc:function(t,e){var r,i,a=[],o=t._fullLayout,l=o.hiddenlabels||[],u=e.labels,c=e.marker.colors||[],f=e.values,h=e._length,p=e._hasValues&&h;if(e.dlabel)for(u=new Array(h),r=0;r<h;r++)u[r]=String(e.label0+r*e.dlabel);var d={},v=s(o[\"_\"+e.type+\"colormap\"]),g=0,y=!1;for(r=0;r<h;r++){var m,x,b;if(p){if(m=f[r],!n(m))continue;m=+m}else m=1;void 0!==(x=u[r])&&\"\"!==x||(x=r);var _=d[x=String(x)];void 0===_?(d[x]=a.length,(b=-1!==l.indexOf(x))||(g+=m),a.push({v:m,label:x,color:v(c[r],x),i:r,pts:[r],hidden:b})):(y=!0,(i=a[_]).v+=m,i.pts.push(r),i.hidden||(g+=m),!1===i.color&&c[r]&&(i.color=v(c[r],x)))}return a=a.filter((function(t){return t.v>=0})),(\"funnelarea\"===e.type?y:e.sort)&&a.sort((function(t,e){return e.v-t.v})),a[0]&&(a[0].vTotal=g),a},crossTraceCalc:function(t,e){var r=(e||{}).type;r||(r=\"pie\");var n=t._fullLayout,i=t.calcdata,a=n[r+\"colorway\"],s=n[\"_\"+r+\"colormap\"];n[\"extend\"+r+\"colors\"]&&(a=l(a,o));for(var u=0,c=0;c<i.length;c++){var f=i[c];if(f[0].trace.type===r)for(var h=0;h<f.length;h++){var p=f[h];!1===p.color&&(s[p.label]?p.color=s[p.label]:(s[p.label]=p.color=a[u%a.length],u++))}}},makePullColorFn:s,generateExtendedColors:l}},37434:function(t,e,r){\"use strict\";var n=r(92770),i=r(71828),a=r(34e3),o=r(27670).c,s=r(90769).handleText,l=r(71828).coercePattern;function u(t,e){var r=Array.isArray(t),a=i.isArrayOrTypedArray(e),o=Math.min(r?t.length:1/0,a?e.length:1/0);if(isFinite(o)||(o=0),o&&a){for(var s,l=0;l<o;l++){var u=e[l];if(n(u)&&u>0){s=!0;break}}s||(o=0)}return{hasLabels:r,hasValues:a,len:o}}function c(t,e,r,n,i){n(\"marker.line.width\")&&n(\"marker.line.color\",i?void 0:r.paper_bgcolor);var a=n(\"marker.colors\");l(n,\"marker.pattern\",a),t.marker&&!e.marker.pattern.fgcolor&&(e.marker.pattern.fgcolor=t.marker.colors),e.marker.pattern.bgcolor||(e.marker.pattern.bgcolor=r.paper_bgcolor)}t.exports={handleLabelsAndValues:u,handleMarkerDefaults:c,supplyDefaults:function(t,e,r,n){function l(r,n){return i.coerce(t,e,a,r,n)}var f=u(l(\"labels\"),l(\"values\")),h=f.len;if(e._hasLabels=f.hasLabels,e._hasValues=f.hasValues,!e._hasLabels&&e._hasValues&&(l(\"label0\"),l(\"dlabel\")),h){e._length=h,c(t,e,n,l,!0),l(\"scalegroup\");var p,d=l(\"text\"),v=l(\"texttemplate\");if(v||(p=l(\"textinfo\",Array.isArray(d)?\"text+percent\":\"percent\")),l(\"hovertext\"),l(\"hovertemplate\"),v||p&&\"none\"!==p){var g=l(\"textposition\");s(t,e,n,l,g,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),(Array.isArray(g)||\"auto\"===g||\"outside\"===g)&&l(\"automargin\"),(\"inside\"===g||\"auto\"===g||Array.isArray(g))&&l(\"insidetextorientation\")}o(e,n,l);var y=l(\"hole\");if(l(\"title.text\")){var m=l(\"title.position\",y?\"middle center\":\"top center\");y||\"middle center\"!==m||(e.title.position=\"top center\"),i.coerceFont(l,\"title.font\",n.font)}l(\"sort\"),l(\"direction\"),l(\"rotation\"),l(\"pull\")}else e.visible=!1}}},20007:function(t,e,r){\"use strict\";var n=r(23469).appendArrayMultiPointValues;t.exports=function(t,e){var r={curveNumber:e.index,pointNumbers:t.pts,data:e._input,fullData:e,label:t.label,color:t.color,value:t.v,percent:t.percent,text:t.text,bbox:t.bbox,v:t.v};return 1===t.pts.length&&(r.pointNumber=r.i=t.pts[0]),n(r,e,t.pts),\"funnelarea\"===e.type&&(delete r.v,delete r.i),r}},22209:function(t,e,r){\"use strict\";var n=r(91424),i=r(7901);t.exports=function(t,e,r,a){var o=r.marker.pattern;o&&o.shape?n.pointStyle(t,r,a,e):i.fill(t,e.color)}},53581:function(t,e,r){\"use strict\";var n=r(71828);function i(t){return-1!==t.indexOf(\"e\")?t.replace(/[.]?0+e/,\"e\"):-1!==t.indexOf(\".\")?t.replace(/[.]?0+$/,\"\"):t}e.formatPiePercent=function(t,e){var r=i((100*t).toPrecision(3));return n.numSeparate(r,e)+\"%\"},e.formatPieValue=function(t,e){var r=i(t.toPrecision(10));return n.numSeparate(r,e)},e.getFirstFilled=function(t,e){if(Array.isArray(t))for(var r=0;r<e.length;r++){var n=t[e[r]];if(n||0===n||\"\"===n)return n}},e.castOption=function(t,r){return Array.isArray(t)?e.getFirstFilled(t,r):t||void 0},e.getRotationAngle=function(t){return(\"auto\"===t?0:t)*Math.PI/180}},58810:function(t,e,r){\"use strict\";t.exports={attributes:r(34e3),supplyDefaults:r(37434).supplyDefaults,supplyLayoutDefaults:r(92097),layoutAttributes:r(92774),calc:r(32354).calc,crossTraceCalc:r(32354).crossTraceCalc,plot:r(14575).plot,style:r(68357),styleOne:r(63463),moduleType:\"trace\",name:\"pie\",basePlotModule:r(13584),categories:[\"pie-like\",\"pie\",\"showLegend\"],meta:{}}},92774:function(t){\"use strict\";t.exports={hiddenlabels:{valType:\"data_array\",editType:\"calc\"},piecolorway:{valType:\"colorlist\",editType:\"calc\"},extendpiecolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},92097:function(t,e,r){\"use strict\";var n=r(71828),i=r(92774);t.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"hiddenlabels\"),r(\"piecolorway\",e.colorway),r(\"extendpiecolors\")}},14575:function(t,e,r){\"use strict\";var n=r(39898),i=r(74875),a=r(30211),o=r(7901),s=r(91424),l=r(71828),u=l.strScale,c=l.strTranslate,f=r(63893),h=r(72597),p=h.recordMinTextSize,d=h.clearMinTextSize,v=r(97313).TEXTPAD,g=r(53581),y=r(20007),m=r(71828).isValidTextValue;function x(t,e,r){var i=r[0],o=i.cx,s=i.cy,u=i.trace,c=\"funnelarea\"===u.type;\"_hasHoverLabel\"in u||(u._hasHoverLabel=!1),\"_hasHoverEvent\"in u||(u._hasHoverEvent=!1),t.on(\"mouseover\",(function(t){var r=e._fullLayout,f=e._fullData[u.index];if(!e._dragging&&!1!==r.hovermode){var h=f.hoverinfo;if(Array.isArray(h)&&(h=a.castHoverinfo({hoverinfo:[g.castOption(h,t.pts)],_module:u._module},r,0)),\"all\"===h&&(h=\"label+text+value+percent+name\"),f.hovertemplate||\"none\"!==h&&\"skip\"!==h&&h){var p=t.rInscribed||0,d=o+t.pxmid[0]*(1-p),v=s+t.pxmid[1]*(1-p),m=r.separators,x=[];if(h&&-1!==h.indexOf(\"label\")&&x.push(t.label),t.text=g.castOption(f.hovertext||f.text,t.pts),h&&-1!==h.indexOf(\"text\")){var b=t.text;l.isValidTextValue(b)&&x.push(b)}t.value=t.v,t.valueLabel=g.formatPieValue(t.v,m),h&&-1!==h.indexOf(\"value\")&&x.push(t.valueLabel),t.percent=t.v/i.vTotal,t.percentLabel=g.formatPiePercent(t.percent,m),h&&-1!==h.indexOf(\"percent\")&&x.push(t.percentLabel);var _=f.hoverlabel,w=_.font,T=[];a.loneHover({trace:u,x0:d-p*i.r,x1:d+p*i.r,y:v,_x0:c?o+t.TL[0]:d-p*i.r,_x1:c?o+t.TR[0]:d+p*i.r,_y0:c?s+t.TL[1]:v-p*i.r,_y1:c?s+t.BL[1]:v+p*i.r,text:x.join(\"<br>\"),name:f.hovertemplate||-1!==h.indexOf(\"name\")?f.name:void 0,idealAlign:t.pxmid[0]<0?\"left\":\"right\",color:g.castOption(_.bgcolor,t.pts)||t.color,borderColor:g.castOption(_.bordercolor,t.pts),fontFamily:g.castOption(w.family,t.pts),fontSize:g.castOption(w.size,t.pts),fontColor:g.castOption(w.color,t.pts),nameLength:g.castOption(_.namelength,t.pts),textAlign:g.castOption(_.align,t.pts),hovertemplate:g.castOption(f.hovertemplate,t.pts),hovertemplateLabels:t,eventData:[y(t,f)]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:e,inOut_bbox:T}),t.bbox=T[0],u._hasHoverLabel=!0}u._hasHoverEvent=!0,e.emit(\"plotly_hover\",{points:[y(t,f)],event:n.event})}})),t.on(\"mouseout\",(function(t){var r=e._fullLayout,i=e._fullData[u.index],o=n.select(this).datum();u._hasHoverEvent&&(t.originalEvent=n.event,e.emit(\"plotly_unhover\",{points:[y(o,i)],event:n.event}),u._hasHoverEvent=!1),u._hasHoverLabel&&(a.loneUnhover(r._hoverlayer.node()),u._hasHoverLabel=!1)})),t.on(\"click\",(function(t){var r=e._fullLayout,i=e._fullData[u.index];e._dragging||!1===r.hovermode||(e._hoverdata=[y(t,i)],a.click(e,n.event))}))}function b(t,e,r){var n=g.castOption(t.insidetextfont.color,e.pts);!n&&t._input.textfont&&(n=g.castOption(t._input.textfont.color,e.pts));var i=g.castOption(t.insidetextfont.family,e.pts)||g.castOption(t.textfont.family,e.pts)||r.family,a=g.castOption(t.insidetextfont.size,e.pts)||g.castOption(t.textfont.size,e.pts)||r.size;return{color:n||o.contrast(e.color),family:i,size:a}}function _(t,e){for(var r,n,i=0;i<t.length;i++)if((n=(r=t[i][0]).trace).title.text){var a=n.title.text;n._meta&&(a=l.templateString(a,n._meta));var o=s.tester.append(\"text\").attr(\"data-notex\",1).text(a).call(s.font,n.title.font).call(f.convertToTspans,e),u=s.bBox(o.node(),!0);r.titleBox={width:u.width,height:u.height},o.remove()}}function w(t,e,r){var n=r.r||e.rpx1,i=e.rInscribed;if(e.startangle===e.stopangle)return{rCenter:1-i,scale:0,rotate:0,textPosAngle:0};var a,o=e.ring,s=1===o&&Math.abs(e.startangle-e.stopangle)===2*Math.PI,l=e.halfangle,u=e.midangle,c=r.trace.insidetextorientation,f=\"horizontal\"===c,h=\"tangential\"===c,p=\"radial\"===c,d=\"auto\"===c,v=[];if(!d){var g,y=function(r,i){if(function(t,e){var r=t.startangle,n=t.stopangle;return r>e&&e>n||r<e&&e<n}(e,r)){var s=Math.abs(r-e.startangle),l=Math.abs(r-e.stopangle),u=s<l?s:l;(a=\"tan\"===i?k(t,n,o,u,0):T(t,n,o,u,Math.PI/2)).textPosAngle=r,v.push(a)}};if(f||h){for(g=4;g>=-4;g-=2)y(Math.PI*g,\"tan\");for(g=4;g>=-4;g-=2)y(Math.PI*(g+1),\"tan\")}if(f||p){for(g=4;g>=-4;g-=2)y(Math.PI*(g+1.5),\"rad\");for(g=4;g>=-4;g-=2)y(Math.PI*(g+.5),\"rad\")}}if(s||d||f){var m=Math.sqrt(t.width*t.width+t.height*t.height);if((a={scale:i*n*2/m,rCenter:1-i,rotate:0}).textPosAngle=(e.startangle+e.stopangle)/2,a.scale>=1)return a;v.push(a)}(d||p)&&((a=T(t,n,o,l,u)).textPosAngle=(e.startangle+e.stopangle)/2,v.push(a)),(d||h)&&((a=k(t,n,o,l,u)).textPosAngle=(e.startangle+e.stopangle)/2,v.push(a));for(var x=0,b=0,_=0;_<v.length;_++){var w=v[_].scale;if(b<w&&(b=w,x=_),!d&&b>=1)break}return v[x]}function T(t,e,r,n,i){e=Math.max(0,e-2*v);var a=t.width/t.height,o=S(a,n,e,r);return{scale:2*o/t.height,rCenter:A(a,o/e),rotate:M(i)}}function k(t,e,r,n,i){e=Math.max(0,e-2*v);var a=t.height/t.width,o=S(a,n,e,r);return{scale:2*o/t.width,rCenter:A(a,o/e),rotate:M(i+Math.PI/2)}}function A(t,e){return Math.cos(e)-t*e}function M(t){return(180/Math.PI*t+720)%180-90}function S(t,e,r,n){var i=t+1/(2*Math.tan(e));return r*Math.min(1/(Math.sqrt(i*i+.5)+i),n/(Math.sqrt(t*t+n/2)+t))}function E(t,e){return t.v!==e.vTotal||e.trace.hole?Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2):1}function L(t,e){var r=e.pxmid[0],n=e.pxmid[1],i=t.width/2,a=t.height/2;return r<0&&(i*=-1),n<0&&(a*=-1),{scale:1,rCenter:1,rotate:0,x:i+Math.abs(a)*(i>0?1:-1)/2,y:a/(1+r*r/(n*n)),outside:!0}}function C(t,e){var r,n,i,a=t.trace,o={x:t.cx,y:t.cy},s={tx:0,ty:0};s.ty+=a.title.font.size,i=O(a),-1!==a.title.position.indexOf(\"top\")?(o.y-=(1+i)*t.r,s.ty-=t.titleBox.height):-1!==a.title.position.indexOf(\"bottom\")&&(o.y+=(1+i)*t.r);var l,u=t.r/(void 0===(l=t.trace.aspectratio)?1:l),c=e.w*(a.domain.x[1]-a.domain.x[0])/2;return-1!==a.title.position.indexOf(\"left\")?(c+=u,o.x-=(1+i)*u,s.tx+=t.titleBox.width/2):-1!==a.title.position.indexOf(\"center\")?c*=2:-1!==a.title.position.indexOf(\"right\")&&(c+=u,o.x+=(1+i)*u,s.tx-=t.titleBox.width/2),r=c/t.titleBox.width,n=P(t,e)/t.titleBox.height,{x:o.x,y:o.y,scale:Math.min(r,n),tx:s.tx,ty:s.ty}}function P(t,e){var r=t.trace,n=e.h*(r.domain.y[1]-r.domain.y[0]);return Math.min(t.titleBox.height,n/2)}function O(t){var e,r=t.pull;if(!r)return 0;if(Array.isArray(r))for(r=0,e=0;e<t.pull.length;e++)t.pull[e]>r&&(r=t.pull[e]);return r}function I(t,e){for(var r=[],n=0;n<t.length;n++){var i=t[n][0],a=i.trace,o=a.domain,s=e.w*(o.x[1]-o.x[0]),l=e.h*(o.y[1]-o.y[0]);a.title.text&&\"middle center\"!==a.title.position&&(l-=P(i,e));var u=s/2,c=l/2;\"funnelarea\"!==a.type||a.scalegroup||(c/=a.aspectratio),i.r=Math.min(u,c)/(1+O(a)),i.cx=e.l+e.w*(a.domain.x[1]+a.domain.x[0])/2,i.cy=e.t+e.h*(1-a.domain.y[0])-l/2,a.title.text&&-1!==a.title.position.indexOf(\"bottom\")&&(i.cy-=P(i,e)),a.scalegroup&&-1===r.indexOf(a.scalegroup)&&r.push(a.scalegroup)}!function(t,e){for(var r,n,i,a=0;a<e.length;a++){var o=1/0,s=e[a];for(n=0;n<t.length;n++)if((i=(r=t[n][0]).trace).scalegroup===s){var l;if(\"pie\"===i.type)l=r.r*r.r;else if(\"funnelarea\"===i.type){var u,c;i.aspectratio>1?c=(u=r.r)/i.aspectratio:u=(c=r.r)*i.aspectratio,l=(u*=(1+i.baseratio)/2)*c}o=Math.min(o,l/r.vTotal)}for(n=0;n<t.length;n++)if((i=(r=t[n][0]).trace).scalegroup===s){var f=o*r.vTotal;\"funnelarea\"===i.type&&(f/=(1+i.baseratio)/2,f/=i.aspectratio),r.r=Math.sqrt(f)}}}(t,r)}function D(t,e){return[t*Math.sin(e),-t*Math.cos(e)]}function z(t,e,r){var n=t._fullLayout,i=r.trace,a=i.texttemplate,o=i.textinfo;if(!a&&o&&\"none\"!==o){var s,u=o.split(\"+\"),c=function(t){return-1!==u.indexOf(t)},f=c(\"label\"),h=c(\"text\"),p=c(\"value\"),d=c(\"percent\"),v=n.separators;if(s=f?[e.label]:[],h){var y=g.getFirstFilled(i.text,e.pts);m(y)&&s.push(y)}p&&s.push(g.formatPieValue(e.v,v)),d&&s.push(g.formatPiePercent(e.v/r.vTotal,v)),e.text=s.join(\"<br>\")}if(a){var x=l.castOption(i,e.i,\"texttemplate\");if(x){var b=function(t){return{label:t.label,value:t.v,valueLabel:g.formatPieValue(t.v,n.separators),percent:t.v/r.vTotal,percentLabel:g.formatPiePercent(t.v/r.vTotal,n.separators),color:t.color,text:t.text,customdata:l.castOption(i,t.i,\"customdata\")}}(e),_=g.getFirstFilled(i.text,e.pts);(m(_)||\"\"===_)&&(b.text=_),e.text=l.texttemplateString(x,b,t._fullLayout._d3locale,b,i._meta||{})}else e.text=\"\"}}function R(t,e){var r=t.rotate*Math.PI/180,n=Math.cos(r),i=Math.sin(r),a=(e.left+e.right)/2,o=(e.top+e.bottom)/2;t.textX=a*n-o*i,t.textY=a*i+o*n,t.noCenter=!0}t.exports={plot:function(t,e){var r=t._context.staticPlot,a=t._fullLayout,h=a._size;d(\"pie\",a),_(e,t),I(e,h);var v=l.makeTraceGroups(a._pielayer,e,\"trace\").each((function(e){var d=n.select(this),v=e[0],y=v.trace;!function(t){var e,r,n,i=t[0],a=i.r,o=i.trace,s=g.getRotationAngle(o.rotation),l=2*Math.PI/i.vTotal,u=\"px0\",c=\"px1\";if(\"counterclockwise\"===o.direction){for(e=0;e<t.length&&t[e].hidden;e++);if(e===t.length)return;s+=l*t[e].v,l*=-1,u=\"px1\",c=\"px0\"}for(n=D(a,s),e=0;e<t.length;e++)(r=t[e]).hidden||(r[u]=n,r.startangle=s,s+=l*r.v/2,r.pxmid=D(a,s),r.midangle=s,n=D(a,s+=l*r.v/2),r.stopangle=s,r[c]=n,r.largeArc=r.v>i.vTotal/2?1:0,r.halfangle=Math.PI*Math.min(r.v/i.vTotal,.5),r.ring=1-o.hole,r.rInscribed=E(r,i))}(e),d.attr(\"stroke-linejoin\",\"round\"),d.each((function(){var m=n.select(this).selectAll(\"g.slice\").data(e);m.enter().append(\"g\").classed(\"slice\",!0),m.exit().remove();var _=[[[],[]],[[],[]]],T=!1;m.each((function(i,o){if(i.hidden)n.select(this).selectAll(\"path,g\").remove();else{i.pointNumber=i.i,i.curveNumber=y.index,_[i.pxmid[1]<0?0:1][i.pxmid[0]<0?0:1].push(i);var u=v.cx,c=v.cy,h=n.select(this),d=h.selectAll(\"path.surface\").data([i]);if(d.enter().append(\"path\").classed(\"surface\",!0).style({\"pointer-events\":r?\"none\":\"all\"}),h.call(x,t,e),y.pull){var m=+g.castOption(y.pull,i.pts)||0;m>0&&(u+=m*i.pxmid[0],c+=m*i.pxmid[1])}i.cxFinal=u,i.cyFinal=c;var k=y.hole;if(i.v===v.vTotal){var A=\"M\"+(u+i.px0[0])+\",\"+(c+i.px0[1])+P(i.px0,i.pxmid,!0,1)+P(i.pxmid,i.px0,!0,1)+\"Z\";k?d.attr(\"d\",\"M\"+(u+k*i.px0[0])+\",\"+(c+k*i.px0[1])+P(i.px0,i.pxmid,!1,k)+P(i.pxmid,i.px0,!1,k)+\"Z\"+A):d.attr(\"d\",A)}else{var M=P(i.px0,i.px1,!0,1);if(k){var S=1-k;d.attr(\"d\",\"M\"+(u+k*i.px1[0])+\",\"+(c+k*i.px1[1])+P(i.px1,i.px0,!1,k)+\"l\"+S*i.px0[0]+\",\"+S*i.px0[1]+M+\"Z\")}else d.attr(\"d\",\"M\"+u+\",\"+c+\"l\"+i.px0[0]+\",\"+i.px0[1]+M+\"Z\")}z(t,i,v);var E=g.castOption(y.textposition,i.pts),C=h.selectAll(\"g.slicetext\").data(i.text&&\"none\"!==E?[0]:[]);C.enter().append(\"g\").classed(\"slicetext\",!0),C.exit().remove(),C.each((function(){var r=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),h=l.ensureUniformFontSize(t,\"outside\"===E?function(t,e,r){return{color:g.castOption(t.outsidetextfont.color,e.pts)||g.castOption(t.textfont.color,e.pts)||r.color,family:g.castOption(t.outsidetextfont.family,e.pts)||g.castOption(t.textfont.family,e.pts)||r.family,size:g.castOption(t.outsidetextfont.size,e.pts)||g.castOption(t.textfont.size,e.pts)||r.size}}(y,i,a.font):b(y,i,a.font));r.text(i.text).attr({class:\"slicetext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,h).call(f.convertToTspans,t);var d,m=s.bBox(r.node());if(\"outside\"===E)d=L(m,i);else if(d=w(m,i,v),\"auto\"===E&&d.scale<1){var x=l.ensureUniformFontSize(t,y.outsidetextfont);r.call(s.font,x),d=L(m=s.bBox(r.node()),i)}var _=d.textPosAngle,k=void 0===_?i.pxmid:D(v.r,_);if(d.targetX=u+k[0]*d.rCenter+(d.x||0),d.targetY=c+k[1]*d.rCenter+(d.y||0),R(d,m),d.outside){var A=d.targetY;i.yLabelMin=A-m.height/2,i.yLabelMid=A,i.yLabelMax=A+m.height/2,i.labelExtraX=0,i.labelExtraY=0,T=!0}d.fontSize=h.size,p(y.type,d,a),e[o].transform=d,l.setTransormAndDisplay(r,d)}))}function P(t,e,r,n){var a=n*(e[0]-t[0]),o=n*(e[1]-t[1]);return\"a\"+n*v.r+\",\"+n*v.r+\" 0 \"+i.largeArc+(r?\" 1 \":\" 0 \")+a+\",\"+o}}));var k=n.select(this).selectAll(\"g.titletext\").data(y.title.text?[0]:[]);if(k.enter().append(\"g\").classed(\"titletext\",!0),k.exit().remove(),k.each((function(){var e,r=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),i=y.title.text;y._meta&&(i=l.templateString(i,y._meta)),r.text(i).attr({class:\"titletext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,y.title.font).call(f.convertToTspans,t),e=\"middle center\"===y.title.position?function(t){var 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t.link.label===i})).style(\"fill-opacity\",(function(t){return t.tinyColorAlpha})),r&&h(e,t).selectAll(u.sankeyNode).filter(g(t)).call(m)}function _(t,e){var r=t.hoverlabel||{},n=i.nestedProperty(r,e).get();return!Array.isArray(n)&&n}t.exports=function(t,e){for(var r=t._fullLayout,i=r._paper,h=r._size,v=0;v<t._fullData.length;v++)if(t._fullData[v].visible&&t._fullData[v].type===u.sankey&&!t._fullData[v]._viewInitial){var g=t._fullData[v].node;t._fullData[v]._viewInitial={node:{groups:g.groups.slice(),x:g.x.slice(),y:g.y.slice()}}}var w=c(t,\"source:\")+\" \",T=c(t,\"target:\")+\" \",k=c(t,\"concentration:\")+\" \",A=c(t,\"incoming flow count:\")+\" \",M=c(t,\"outgoing flow count:\")+\" \";o(t,i,e,{width:h.w,height:h.h,margin:{t:h.t,r:h.r,b:h.b,l:h.l}},{linkEvents:{hover:function(e,r,i){!1!==t._fullLayout.hovermode&&(n.select(e).call(x.bind(0,r,i,!0)),\"skip\"!==r.link.trace.link.hoverinfo&&(r.link.fullData=r.link.trace,t.emit(\"plotly_hover\",{event:n.event,points:[r.link]})))},follow:function(e,i){if(!1!==t._fullLayout.hovermode){var o=i.link.trace.link;if(\"none\"!==o.hoverinfo&&\"skip\"!==o.hoverinfo){for(var u=[],c=0,h=0;h<i.flow.links.length;h++){var v=i.flow.links[h];if(\"closest\"!==t._fullLayout.hovermode||i.link.pointNumber===v.pointNumber){i.link.pointNumber===v.pointNumber&&(c=h),v.fullData=v.trace,o=i.link.trace.link;var g=m(v),y={valueLabel:a(i.valueFormat)(v.value)+i.valueSuffix};u.push({x:g[0],y:g[1],name:y.valueLabel,text:[v.label||\"\",w+v.source.label,T+v.target.label,v.concentrationscale?k+a(\"%0.2f\")(v.flow.labelConcentration):\"\"].filter(f).join(\"<br>\"),color:_(o,\"bgcolor\")||l.addOpacity(v.color,1),borderColor:_(o,\"bordercolor\"),fontFamily:_(o,\"font.family\"),fontSize:_(o,\"font.size\"),fontColor:_(o,\"font.color\"),nameLength:_(o,\"namelength\"),textAlign:_(o,\"align\"),idealAlign:n.event.x<g[0]?\"right\":\"left\",hovertemplate:o.hovertemplate,hovertemplateLabels:y,eventData:[v]})}}s.loneHover(u,{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:t,anchorIndex:c}).each((function(){i.link.concentrationscale||p(this,.65),d(this)}))}}function m(t){var e,r;t.circular?(e=(t.circularPathData.leftInnerExtent+t.circularPathData.rightInnerExtent)/2,r=t.circularPathData.verticalFullExtent):(e=(t.source.x1+t.target.x0)/2,r=(t.y0+t.y1)/2);var n=[e,r];return\"v\"===t.trace.orientation&&n.reverse(),n[0]+=i.parent.translateX,n[1]+=i.parent.translateY,n}},unhover:function(e,i,a){!1!==t._fullLayout.hovermode&&(n.select(e).call(b.bind(0,i,a,!0)),\"skip\"!==i.link.trace.link.hoverinfo&&(i.link.fullData=i.link.trace,t.emit(\"plotly_unhover\",{event:n.event,points:[i.link]})),s.loneUnhover(r._hoverlayer.node()))},select:function(e,r){var i=r.link;i.originalEvent=n.event,t._hoverdata=[i],s.click(t,{target:!0})}},nodeEvents:{hover:function(e,r,i){!1!==t._fullLayout.hovermode&&(n.select(e).call(y,r,i),\"skip\"!==r.node.trace.node.hoverinfo&&(r.node.fullData=r.node.trace,t.emit(\"plotly_hover\",{event:n.event,points:[r.node]})))},follow:function(e,i){if(!1!==t._fullLayout.hovermode){var o=i.node.trace.node;if(\"none\"!==o.hoverinfo&&\"skip\"!==o.hoverinfo){var l=n.select(e).select(\".\"+u.nodeRect),c=t._fullLayout._paperdiv.node().getBoundingClientRect(),h=l.node().getBoundingClientRect(),v=h.left-2-c.left,g=h.right+2-c.left,y=h.top+h.height/4-c.top,m={valueLabel:a(i.valueFormat)(i.node.value)+i.valueSuffix};i.node.fullData=i.node.trace,t._fullLayout._calcInverseTransform(t);var x=t._fullLayout._invScaleX,b=t._fullLayout._invScaleY,w=s.loneHover({x0:x*v,x1:x*g,y:b*y,name:a(i.valueFormat)(i.node.value)+i.valueSuffix,text:[i.node.label,A+i.node.targetLinks.length,M+i.node.sourceLinks.length].filter(f).join(\"<br>\"),color:_(o,\"bgcolor\")||i.tinyColorHue,borderColor:_(o,\"bordercolor\"),fontFamily:_(o,\"font.family\"),fontSize:_(o,\"font.size\"),fontColor:_(o,\"font.color\"),nameLength:_(o,\"namelength\"),textAlign:_(o,\"align\"),idealAlign:\"left\",hovertemplate:o.hovertemplate,hovertemplateLabels:m,eventData:[i.node]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:t});p(w,.85),d(w)}}},unhover:function(e,i,a){!1!==t._fullLayout.hovermode&&(n.select(e).call(m,i,a),\"skip\"!==i.node.trace.node.hoverinfo&&(i.node.fullData=i.node.trace,t.emit(\"plotly_unhover\",{event:n.event,points:[i.node]})),s.loneUnhover(r._hoverlayer.node()))},select:function(e,r,i){var a=r.node;a.originalEvent=n.event,t._hoverdata=[a],n.select(e).call(m,r,i),s.click(t,{target:!0})}}})}},3393:function(t,e,r){\"use strict\";var n=r(49887),i=r(81684).k4,a=r(39898),o=r(30838),s=r(86781),l=r(85247),u=r(84267),c=r(7901),f=r(91424),h=r(71828),p=h.strTranslate,d=h.strRotate,v=r(28984),g=v.keyFun,y=v.repeat,m=v.unwrap,x=r(63893),b=r(73972),_=r(18783),w=_.CAP_SHIFT,T=_.LINE_SPACING;function k(t,e,r){var n,i=m(e),a=i.trace,c=a.domain,f=\"h\"===a.orientation,p=a.node.pad,d=a.node.thickness,v=t.width*(c.x[1]-c.x[0]),g=t.height*(c.y[1]-c.y[0]),y=i._nodes,x=i._links,b=i.circular;(n=b?s.sankeyCircular().circularLinkGap(0):o.sankey()).iterations(l.sankeyIterations).size(f?[v,g]:[g,v]).nodeWidth(d).nodePadding(p).nodeId((function(t){return t.pointNumber})).nodes(y).links(x);var _,w,T,k=n();for(var A in n.nodePadding()<p&&h.warn(\"node.pad was reduced to \",n.nodePadding(),\" to fit within the figure.\"),i._groupLookup){var M,S=parseInt(i._groupLookup[A]);for(_=0;_<k.nodes.length;_++)if(k.nodes[_].pointNumber===S){M=k.nodes[_];break}if(M){var E={pointNumber:parseInt(A),x0:M.x0,x1:M.x1,y0:M.y0,y1:M.y1,partOfGroup:!0,sourceLinks:[],targetLinks:[]};k.nodes.unshift(E),M.childrenNodes.unshift(E)}}if(function(){for(_=0;_<k.nodes.length;_++){var t,e,r=k.nodes[_],n={};for(w=0;w<r.targetLinks.length;w++)t=(e=r.targetLinks[w]).source.pointNumber+\":\"+e.target.pointNumber,n.hasOwnProperty(t)||(n[t]=[]),n[t].push(e);var i=Object.keys(n);for(w=0;w<i.length;w++){var a=n[t=i[w]],o=0,s={};for(T=0;T<a.length;T++)s[(e=a[T]).label]||(s[e.label]=0),s[e.label]+=e.value,o+=e.value;for(T=0;T<a.length;T++)(e=a[T]).flow={value:o,labelConcentration:s[e.label]/o,concentration:e.value/o,links:a},e.concentrationscale&&(e.color=u(e.concentrationscale(e.flow.labelConcentration)))}var l=0;for(w=0;w<r.sourceLinks.length;w++)l+=r.sourceLinks[w].value;for(w=0;w<r.sourceLinks.length;w++)(e=r.sourceLinks[w]).concentrationOut=e.value/l;var c=0;for(w=0;w<r.targetLinks.length;w++)c+=r.targetLinks[w].value;for(w=0;w<r.targetLinks.length;w++)(e=r.targetLinks[w]).concenrationIn=e.value/c}}(),a.node.x.length&&a.node.y.length){for(_=0;_<Math.min(a.node.x.length,a.node.y.length,k.nodes.length);_++)if(a.node.x[_]&&a.node.y[_]){var L=[a.node.x[_]*v,a.node.y[_]*g];k.nodes[_].x0=L[0]-d/2,k.nodes[_].x1=L[0]+d/2;var C=k.nodes[_].y1-k.nodes[_].y0;k.nodes[_].y0=L[1]-C/2,k.nodes[_].y1=L[1]+C/2}\"snap\"===a.arrangement&&function(t){var e,r,n=t.map((function(t,e){return{x0:t.x0,index:e}})).sort((function(t,e){return t.x0-e.x0})),i=[],a=-1,o=-1/0;for(_=0;_<n.length;_++){var s=t[n[_].index];s.x0>o+d&&(a+=1,e=s.x0),o=s.x0,i[a]||(i[a]=[]),i[a].push(s),r=e-s.x0,s.x0+=r,s.x1+=r}return i}(y=k.nodes).forEach((function(t){var e,r,n,i=0,a=t.length;for(t.sort((function(t,e){return t.y0-e.y0})),n=0;n<a;++n)(e=t[n]).y0>=i||(r=i-e.y0)>1e-6&&(e.y0+=r,e.y1+=r),i=e.y1+p})),n.update(k)}return{circular:b,key:r,trace:a,guid:h.randstr(),horizontal:f,width:v,height:g,nodePad:a.node.pad,nodeLineColor:a.node.line.color,nodeLineWidth:a.node.line.width,linkLineColor:a.link.line.color,linkLineWidth:a.link.line.width,linkArrowLength:a.link.arrowlen,valueFormat:a.valueformat,valueSuffix:a.valuesuffix,textFont:a.textfont,translateX:c.x[0]*t.width+t.margin.l,translateY:t.height-c.y[1]*t.height+t.margin.t,dragParallel:f?g:v,dragPerpendicular:f?v:g,arrangement:a.arrangement,sankey:n,graph:k,forceLayouts:{},interactionState:{dragInProgress:!1,hovered:!1}}}function A(t,e,r){var n=u(e.color),i=e.source.label+\"|\"+e.target.label+\"__\"+r;return e.trace=t.trace,e.curveNumber=t.trace.index,{circular:t.circular,key:i,traceId:t.key,pointNumber:e.pointNumber,link:e,tinyColorHue:c.tinyRGB(n),tinyColorAlpha:n.getAlpha(),linkPath:M,linkLineColor:t.linkLineColor,linkLineWidth:t.linkLineWidth,linkArrowLength:t.linkArrowLength,valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,parent:t,interactionState:t.interactionState,flow:e.flow}}function M(){return function(t){var e=t.linkArrowLength;if(t.link.circular)return function(t,e){var r=t.width/2,n=t.circularPathData;return\"top\"===t.circularLinkType?\"M \"+(n.targetX-e)+\" \"+(n.targetY+r)+\" L\"+(n.rightInnerExtent-e)+\" \"+(n.targetY+r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 1 \"+(n.rightFullExtent-r-e)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r-e)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 1 \"+(n.rightInnerExtent-e)+\" \"+(n.verticalFullExtent-r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 1 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 0 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+(n.rightInnerExtent-e)+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 0 \"+(n.rightFullExtent+r-e)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r-e)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 0 \"+(n.rightInnerExtent-e)+\" \"+(n.targetY-r)+\"L\"+(n.targetX-e)+\" \"+(n.targetY-r)+(e>0?\"L\"+n.targetX+\" \"+n.targetY:\"\")+\"Z\":\"M \"+(n.targetX-e)+\" \"+(n.targetY-r)+\" L\"+(n.rightInnerExtent-e)+\" \"+(n.targetY-r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 0 \"+(n.rightFullExtent-r-e)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r-e)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 0 \"+(n.rightInnerExtent-e)+\" \"+(n.verticalFullExtent+r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 0 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 1 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+(n.rightInnerExtent-e)+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 1 \"+(n.rightFullExtent+r-e)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r-e)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 1 \"+(n.rightInnerExtent-e)+\" \"+(n.targetY+r)+\"L\"+(n.targetX-e)+\" \"+(n.targetY+r)+(e>0?\"L\"+n.targetX+\" \"+n.targetY:\"\")+\"Z\"}(t.link,e);var r=Math.abs((t.link.target.x0-t.link.source.x1)/2);e>r&&(e=r);var n=t.link.source.x1,a=t.link.target.x0-e,o=i(n,a),s=o(.5),l=o(.5),u=t.link.y0-t.link.width/2,c=t.link.y0+t.link.width/2,f=t.link.y1-t.link.width/2,h=t.link.y1+t.link.width/2,p=\"M\"+n+\",\"+u,d=\"C\"+s+\",\"+u+\" \"+l+\",\"+f+\" \"+a+\",\"+f,v=\"C\"+l+\",\"+h+\" \"+s+\",\"+c+\" \"+n+\",\"+c,g=e>0?\"L\"+(a+e)+\",\"+(f+t.link.width/2):\"\";return p+d+(g+=\"L\"+a+\",\"+h)+v+\"Z\"}}function S(t,e){var r=u(e.color),n=l.nodePadAcross,i=t.nodePad/2;e.dx=e.x1-e.x0,e.dy=e.y1-e.y0;var a=e.dx,o=Math.max(.5,e.dy),s=\"node_\"+e.pointNumber;return e.group&&(s=h.randstr()),e.trace=t.trace,e.curveNumber=t.trace.index,{index:e.pointNumber,key:s,partOfGroup:e.partOfGroup||!1,group:e.group,traceId:t.key,trace:t.trace,node:e,nodePad:t.nodePad,nodeLineColor:t.nodeLineColor,nodeLineWidth:t.nodeLineWidth,textFont:t.textFont,size:t.horizontal?t.height:t.width,visibleWidth:Math.ceil(a),visibleHeight:o,zoneX:-n,zoneY:-i,zoneWidth:a+2*n,zoneHeight:o+2*i,labelY:t.horizontal?e.dy/2+1:e.dx/2+1,left:1===e.originalLayer,sizeAcross:t.width,forceLayouts:t.forceLayouts,horizontal:t.horizontal,darkBackground:r.getBrightness()<=128,tinyColorHue:c.tinyRGB(r),tinyColorAlpha:r.getAlpha(),valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,graph:t.graph,arrangement:t.arrangement,uniqueNodeLabelPathId:[t.guid,t.key,s].join(\"_\"),interactionState:t.interactionState,figure:t}}function E(t){t.attr(\"transform\",(function(t){return p(t.node.x0.toFixed(3),t.node.y0.toFixed(3))}))}function L(t){t.call(E)}function 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b=u<2||i[0]!==i[u-1]||o[0]!==o[u-1];b&&(\"tozerox\"===y||\"tonextx\"===y&&(p||\"h\"===d))?m.tozero=!0:(e.error_y||{}).visible||\"tonexty\"!==y&&\"tozeroy\"!==y&&(l.hasMarkers(e)||l.hasText(e))||(m.padded=!1,m.ppad=0),b&&(\"tozeroy\"===y||\"tonexty\"===y&&(p||\"v\"===d))?x.tozero=!0:\"tonextx\"!==y&&\"tozerox\"!==y||(x.padded=!1),f&&(e._extremes[f]=a.findExtremes(r,i,m)),h&&(e._extremes[h]=a.findExtremes(n,o,x))}function p(t,e){if(l.hasMarkers(t)){var r,n=t.marker,o=1.6*(t.marker.sizeref||1);if(r=\"area\"===t.marker.sizemode?function(t){return Math.max(Math.sqrt((t||0)/o),3)}:function(t){return Math.max((t||0)/o,3)},i.isArrayOrTypedArray(n.size)){var s={type:\"linear\"};a.setConvert(s);for(var u=s.makeCalcdata(t.marker,\"size\"),c=new Array(e),f=0;f<e;f++)c[f]=r(u[f]);return c}return r(n.size)}}function d(t,e){var r=v(e),n=t._firstScatter;n[r]||(n[r]=e.uid)}function v(t){var e=t.stackgroup;return t.xaxis+t.yaxis+t.type+(e?\"-\"+e:\"\")}function g(t,e,r,n){var i=t.stackgroup;if(i){var 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n=r(52075).hasColorscale,i=r(78803),a=r(34098);t.exports=function(t,e){a.hasLines(e)&&n(e,\"line\")&&i(t,e,{vals:e.line.color,containerStr:\"line\",cLetter:\"c\"}),a.hasMarkers(e)&&(n(e,\"marker\")&&i(t,e,{vals:e.marker.color,containerStr:\"marker\",cLetter:\"c\"}),n(e,\"marker.line\")&&i(t,e,{vals:e.marker.line.color,containerStr:\"marker.line\",cLetter:\"c\"}))}},47581:function(t){\"use strict\";t.exports={PTS_LINESONLY:20,minTolerance:.2,toleranceGrowth:10,maxScreensAway:20,eventDataKeys:[]}},72626:function(t,e,r){\"use strict\";var n=r(47761),i=r(11661).setGroupPositions;function a(t,e,r,n,i,a,o){i[n]=!0;var s={i:null,gap:!0,s:0};if(s[o]=r,t.splice(e,0,s),e&&r===t[e-1][o]){var l=t[e-1];s.s=l.s,s.i=l.i,s.gap=l.gap}else a&&(s.s=function(t,e,r,n){var i=t[e-1],a=t[e+1];return a?i?i.s+(a.s-i.s)*(r-i[n])/(a[n]-i[n]):a.s:i.s}(t,e,r,o));e||(t[0].t=t[1].t,t[0].trace=t[1].trace,delete t[1].t,delete 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n=r(82196),i=r(9012),a=r(5386).fF,o=r(5386).si,s=r(50693),l=r(1426).extendFlat,u=n.marker,c=n.line,f=u.line;t.exports={carpet:{valType:\"string\",editType:\"calc\"},a:{valType:\"data_array\",editType:\"calc\"},b:{valType:\"data_array\",editType:\"calc\"},mode:l({},n.mode,{dflt:\"markers\"}),text:l({},n.text,{}),texttemplate:o({editType:\"plot\"},{keys:[\"a\",\"b\",\"text\"]}),hovertext:l({},n.hovertext,{}),line:{color:c.color,width:c.width,dash:c.dash,backoff:c.backoff,shape:l({},c.shape,{values:[\"linear\",\"spline\"]}),smoothing:c.smoothing,editType:\"calc\"},connectgaps:n.connectgaps,fill:l({},n.fill,{values:[\"none\",\"toself\",\"tonext\"],dflt:\"none\"}),fillcolor:n.fillcolor,marker:l({symbol:u.symbol,opacity:u.opacity,maxdisplayed:u.maxdisplayed,angle:u.angle,angleref:u.angleref,standoff:u.standoff,size:u.size,sizeref:u.sizeref,sizemin:u.sizemin,sizemode:u.sizemode,line:l({width:f.width,editType:\"calc\"},s(\"marker.line\")),gradient:u.gradient,editType:\"calc\"},s(\"marker\")),textfont:n.textfont,textposition:n.textposition,selected:n.selected,unselected:n.unselected,hoverinfo:l({},i.hoverinfo,{flags:[\"a\",\"b\",\"text\",\"name\"]}),hoveron:n.hoveron,hovertemplate:a()}},34618:function(t,e,r){\"use 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r,n,i=e._length,o=e.marker,l={},u=s.isArrayOrTypedArray(o.symbol),f=s.isArrayOrTypedArray(o.angle),d=s.isArrayOrTypedArray(o.color),v=s.isArrayOrTypedArray(o.line.color),g=s.isArrayOrTypedArray(o.opacity),y=s.isArrayOrTypedArray(o.size),m=s.isArrayOrTypedArray(o.line.width);if(u||(n=p.isOpenSymbol(o.symbol)),u||d||v||g||f){l.symbols=new Array(i),l.angles=new Array(i),l.colors=new Array(i),l.borderColors=new Array(i);var x=o.symbol,b=o.angle,_=c(o,o.opacity,i),w=c(o.line,o.opacity,i);if(!Array.isArray(w[0])){var T=w;for(w=Array(i),r=0;r<i;r++)w[r]=T}if(!Array.isArray(_[0])){var k=_;for(_=Array(i),r=0;r<i;r++)_[r]=k}if(!Array.isArray(x)){var A=x;for(x=Array(i),r=0;r<i;r++)x[r]=A}if(!Array.isArray(b)){var M=b;for(b=Array(i),r=0;r<i;r++)b[r]=M}for(l.symbols=x,l.angles=b,l.colors=_,l.borderColors=w,r=0;r<i;r++)u&&(n=p.isOpenSymbol(o.symbol[r])),n&&(w[r]=_[r].slice(),_[r]=_[r].slice(),_[r][3]=0);for(l.opacity=e.opacity,l.markers=new Array(i),r=0;r<i;r++)l.markers[r]=E({mx:l.symbols[r],ma:l.angles[r]},e)}else n?(l.color=a(o.color,\"uint8\"),l.color[3]=0,l.borderColor=a(o.color,\"uint8\")):(l.color=a(o.color,\"uint8\"),l.borderColor=a(o.line.color,\"uint8\")),l.opacity=e.opacity*o.opacity,l.marker=E({mx:o.symbol,ma:o.angle},e);var S,L=h(e,1);if(y||m){var C,P=l.sizes=new Array(i),O=l.borderSizes=new Array(i),I=0;if(y){for(r=0;r<i;r++)P[r]=L(o.size[r]),I+=P[r];C=I/i}else for(S=L(o.size),r=0;r<i;r++)P[r]=S;if(m)for(r=0;r<i;r++)O[r]=o.line.width[r];else for(S=o.line.width,r=0;r<i;r++)O[r]=S;l.sizeAvg=C}else l.size=L(o&&o.size||10),l.borderSizes=L(o.line.width);return l}function b(t,e,r){var n=e.marker,i={};return r?(r.marker&&r.marker.symbol?i=x(0,s.extendFlat({},n,r.marker)):r.marker&&(r.marker.size&&(i.size=r.marker.size),r.marker.color&&(i.colors=r.marker.color),void 0!==r.marker.opacity&&(i.opacity=r.marker.opacity)),i):i}function _(t,e,r){var n={};if(!r)return n;if(r.textfont){var i={opacity:1,text:e.text,texttemplate:e.texttemplate,textposition:e.textposition,textfont:s.extendFlat({},e.textfont)};r.textfont&&s.extendFlat(i.textfont,r.textfont),n=m(t,i)}return n}function w(t,e,r){var n={capSize:2*e.width*r,lineWidth:e.thickness*r,color:e.color};return e.copy_ystyle&&(n=t.error_y),n}var T=d.SYMBOL_SDF_SIZE,k=d.SYMBOL_SIZE,A=d.SYMBOL_STROKE,M={},S=l.symbolFuncs[0](.05*k);function E(t,e){var r,n,a=t.mx;if(\"circle\"===a)return null;var o=l.symbolNumber(a),s=l.symbolFuncs[o%100],u=!!l.symbolNoDot[o%100],c=!!l.symbolNoFill[o%100],f=p.isDotSymbol(a);if(t.ma&&(a+=\"_\"+t.ma),M[a])return M[a];var h=l.getMarkerAngle(t,e);return r=f&&!u?s(1.1*k,h)+S:s(k,h),n=i(r,{w:T,h:T,viewBox:[-k,-k,k,k],stroke:c?A:-A}),M[a]=n,n||null}t.exports={style:function(t,e){var r,n={marker:void 0,markerSel:void 0,markerUnsel:void 0,line:void 0,fill:void 0,errorX:void 0,errorY:void 0,text:void 0,textSel:void 0,textUnsel:void 0},i=t._context.plotGlPixelRatio;if(!0!==e.visible)return n;if(f.hasText(e)&&(n.text=m(t,e),n.textSel=_(t,e,e.selected),n.textUnsel=_(t,e,e.unselected)),f.hasMarkers(e)&&(n.marker=x(0,e),n.markerSel=b(0,e,e.selected),n.markerUnsel=b(0,e,e.unselected),!e.unselected&&s.isArrayOrTypedArray(e.marker.opacity))){var a=e.marker.opacity;for(n.markerUnsel.opacity=new Array(a.length),r=0;r<a.length;r++)n.markerUnsel.opacity[r]=v*a[r]}if(f.hasLines(e)){n.line={overlay:!0,thickness:e.line.width*i,color:e.line.color,opacity:e.opacity};var o=(d.DASHES[e.line.dash]||[1]).slice();for(r=0;r<o.length;++r)o[r]*=e.line.width*i;n.line.dashes=o}return e.error_x&&e.error_x.visible&&(n.errorX=w(e,e.error_x,i)),e.error_y&&e.error_y.visible&&(n.errorY=w(e,e.error_y,i)),e.fill&&\"none\"!==e.fill&&(n.fill={closed:!0,fill:e.fillcolor,thickness:0}),n},markerStyle:x,markerSelection:b,linePositions:function(t,e,r){var n,i,a=r.length,o=a/2;if(f.hasLines(e)&&o)if(\"hv\"===e.line.shape){for(n=[],i=0;i<o-1;i++)isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN,NaN,NaN):(n.push(r[2*i],r[2*i+1]),isNaN(r[2*i+2])||isNaN(r[2*i+3])?n.push(NaN,NaN):n.push(r[2*i+2],r[2*i+1]));n.push(r[a-2],r[a-1])}else if(\"hvh\"===e.line.shape){for(n=[],i=0;i<o-1;i++)if(isNaN(r[2*i])||isNaN(r[2*i+1])||isNaN(r[2*i+2])||isNaN(r[2*i+3]))isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+1]),n.push(NaN,NaN);else{var s=(r[2*i]+r[2*i+2])/2;n.push(r[2*i],r[2*i+1],s,r[2*i+1],s,r[2*i+3])}n.push(r[a-2],r[a-1])}else if(\"vhv\"===e.line.shape){for(n=[],i=0;i<o-1;i++)if(isNaN(r[2*i])||isNaN(r[2*i+1])||isNaN(r[2*i+2])||isNaN(r[2*i+3]))isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+1]),n.push(NaN,NaN);else{var l=(r[2*i+1]+r[2*i+3])/2;n.push(r[2*i],r[2*i+1],r[2*i],l,r[2*i+2],l)}n.push(r[a-2],r[a-1])}else if(\"vh\"===e.line.shape){for(n=[],i=0;i<o-1;i++)isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN,NaN,NaN):(n.push(r[2*i],r[2*i+1]),isNaN(r[2*i+2])||isNaN(r[2*i+3])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+3]));n.push(r[a-2],r[a-1])}else n=r;var u=!1;for(i=0;i<n.length;i++)if(isNaN(n[i])){u=!0;break}var c=u||n.length>d.TOO_MANY_POINTS||f.hasMarkers(e)?\"rect\":\"round\";if(u&&e.connectgaps){var h=n[0],p=n[1];for(i=0;i<n.length;i+=2)isNaN(n[i])||isNaN(n[i+1])?(n[i]=h,n[i+1]=p):(h=n[i],p=n[i+1])}return{join:c,positions:n}},errorBarPositions:function(t,e,r,i,a){var s=o.getComponentMethod(\"errorbars\",\"makeComputeError\"),l=u.getFromId(t,e.xaxis,\"x\"),c=u.getFromId(t,e.yaxis,\"y\"),f=r.length/2,h={};function p(t,i){var a=i._id.charAt(0),o=e[\"error_\"+a];if(o&&o.visible&&(\"linear\"===i.type||\"log\"===i.type)){for(var l=s(o),u={x:0,y:1}[a],c={x:[0,1,2,3],y:[2,3,0,1]}[a],p=new Float64Array(4*f),d=1/0,v=-1/0,g=0,y=0;g<f;g++,y+=4){var m=t[g];if(n(m)){var x=r[2*g+u],b=l(m,g),_=b[0],w=b[1];if(n(_)&&n(w)){var T=m-_,k=m+w;p[y+c[0]]=x-i.c2l(T),p[y+c[1]]=i.c2l(k)-x,p[y+c[2]]=0,p[y+c[3]]=0,d=Math.min(d,m-_),v=Math.max(v,m+w)}}}h[a]={positions:r,errors:p,_bnds:[d,v]}}}return p(i,l),p(a,c),h},textPosition:function(t,e,r,n){var i,a=e._length,o={};if(f.hasMarkers(e)){var s=r.font,l=r.align,u=r.baseline;for(o.offset=new Array(a),i=0;i<a;i++){var c=n.sizes?n.sizes[i]:n.size,h=Array.isArray(s)?s[i].size:s.size,p=Array.isArray(l)?l.length>1?l[i]:l[0]:l,d=Array.isArray(u)?u.length>1?u[i]:u[0]:u,v=g[p],y=g[d],m=c?c/.8+1:0,x=-y*m-.5*y;o.offset[i]=[v*m/h,x/h]}}return o}}},47148:function(t,e,r){\"use strict\";var n=r(71828),i=r(73972),a=r(68645),o=r(42341),s=r(47581),l=r(34098),u=r(67513),c=r(73927),f=r(49508),h=r(11058),p=r(28908),d=r(82410);t.exports=function(t,e,r,v){function g(r,i){return n.coerce(t,e,o,r,i)}var y=!!t.marker&&a.isOpenSymbol(t.marker.symbol),m=l.isBubble(t),x=u(t,e,v,g);if(x){c(t,e,v,g),g(\"xhoverformat\"),g(\"yhoverformat\");var b=x<s.PTS_LINESONLY?\"lines+markers\":\"lines\";g(\"text\"),g(\"hovertext\"),g(\"hovertemplate\"),g(\"mode\",b),l.hasLines(e)&&(g(\"connectgaps\"),h(t,e,r,v,g),g(\"line.shape\")),l.hasMarkers(e)&&(f(t,e,r,v,g,{noAngleRef:!0,noStandOff:!0}),g(\"marker.line.width\",y||m?1:0)),l.hasText(e)&&(g(\"texttemplate\"),d(t,e,v,g));var _=(e.line||{}).color,w=(e.marker||{}).color;g(\"fill\"),\"none\"!==e.fill&&p(t,e,r,g);var T=i.getComponentMethod(\"errorbars\",\"supplyDefaults\");T(t,e,_||w||r,{axis:\"y\"}),T(t,e,_||w||r,{axis:\"x\",inherit:\"y\"}),n.coerceSelectionMarkerOpacity(e,g)}else e.visible=!1}},5345:function(t,e,r){\"use strict\";var n=r(71828),i=r(7901),a=r(37822).DESELECTDIM;t.exports={styleTextSelection:function(t){var e,r,o=t[0],s=o.trace,l=o.t,u=l._scene,c=l.index,f=u.selectBatch[c],h=u.unselectBatch[c],p=u.textOptions[c],d=u.textSelectedOptions[c]||{},v=u.textUnselectedOptions[c]||{},g=n.extendFlat({},p);if(f.length||h.length){var y=d.color,m=v.color,x=p.color,b=Array.isArray(x);for(g.color=new Array(s._length),e=0;e<f.length;e++)r=f[e],g.color[r]=y||(b?x[r]:x);for(e=0;e<h.length;e++){r=h[e];var _=b?x[r]:x;g.color[r]=m||(y?_:i.addOpacity(_,a))}}u.glText[c].update(g)}}},68101:function(t,e,r){\"use strict\";var n=r(8225);t.exports=function(t,e,r){var i=t.i;return\"x\"in t||(t.x=e._x[i]),\"y\"in t||(t.y=e._y[i]),n(t,e,r)}},68645:function(t,e,r){\"use strict\";var n=r(78232);e.isOpenSymbol=function(t){return\"string\"==typeof t?n.OPEN_RE.test(t):t%200>100},e.isDotSymbol=function(t){return\"string\"==typeof t?n.DOT_RE.test(t):t>200}},20794:function(t,e,r){\"use strict\";var n=r(73972),i=r(71828),a=r(34603);function o(t,e,r,o){var s=t.xa,l=t.ya,u=t.distance,c=t.dxy,f=t.index,h={pointNumber:f,x:e[f],y:r[f]};h.tx=Array.isArray(o.text)?o.text[f]:o.text,h.htx=Array.isArray(o.hovertext)?o.hovertext[f]:o.hovertext,h.data=Array.isArray(o.customdata)?o.customdata[f]:o.customdata,h.tp=Array.isArray(o.textposition)?o.textposition[f]:o.textposition;var p=o.textfont;p&&(h.ts=i.isArrayOrTypedArray(p.size)?p.size[f]:p.size,h.tc=Array.isArray(p.color)?p.color[f]:p.color,h.tf=Array.isArray(p.family)?p.family[f]:p.family);var d=o.marker;d&&(h.ms=i.isArrayOrTypedArray(d.size)?d.size[f]:d.size,h.mo=i.isArrayOrTypedArray(d.opacity)?d.opacity[f]:d.opacity,h.mx=i.isArrayOrTypedArray(d.symbol)?d.symbol[f]:d.symbol,h.ma=i.isArrayOrTypedArray(d.angle)?d.angle[f]:d.angle,h.mc=i.isArrayOrTypedArray(d.color)?d.color[f]:d.color);var v=d&&d.line;v&&(h.mlc=Array.isArray(v.color)?v.color[f]:v.color,h.mlw=i.isArrayOrTypedArray(v.width)?v.width[f]:v.width);var g=d&&d.gradient;g&&\"none\"!==g.type&&(h.mgt=Array.isArray(g.type)?g.type[f]:g.type,h.mgc=Array.isArray(g.color)?g.color[f]:g.color);var y=s.c2p(h.x,!0),m=l.c2p(h.y,!0),x=h.mrc||1,b=o.hoverlabel;b&&(h.hbg=Array.isArray(b.bgcolor)?b.bgcolor[f]:b.bgcolor,h.hbc=Array.isArray(b.bordercolor)?b.bordercolor[f]:b.bordercolor,h.hts=i.isArrayOrTypedArray(b.font.size)?b.font.size[f]:b.font.size,h.htc=Array.isArray(b.font.color)?b.font.color[f]:b.font.color,h.htf=Array.isArray(b.font.family)?b.font.family[f]:b.font.family,h.hnl=i.isArrayOrTypedArray(b.namelength)?b.namelength[f]:b.namelength);var _=o.hoverinfo;_&&(h.hi=Array.isArray(_)?_[f]:_);var w=o.hovertemplate;w&&(h.ht=Array.isArray(w)?w[f]:w);var T={};T[t.index]=h;var k=o._origX,A=o._origY,M=i.extendFlat({},t,{color:a(o,h),x0:y-x,x1:y+x,xLabelVal:k?k[f]:h.x,y0:m-x,y1:m+x,yLabelVal:A?A[f]:h.y,cd:T,distance:u,spikeDistance:c,hovertemplate:h.ht});return h.htx?M.text=h.htx:h.tx?M.text=h.tx:o.text&&(M.text=o.text),i.fillText(h,o,M),n.getComponentMethod(\"errorbars\",\"hoverInfo\")(h,o,M),M}t.exports={hoverPoints:function(t,e,r,n){var i,a,s,l,u,c,f,h,p,d,v=t.cd,g=v[0].t,y=v[0].trace,m=t.xa,x=t.ya,b=g.x,_=g.y,w=m.c2p(e),T=x.c2p(r),k=t.distance;if(g.tree){var A=m.p2c(w-k),M=m.p2c(w+k),S=x.p2c(T-k),E=x.p2c(T+k);i=\"x\"===n?g.tree.range(Math.min(A,M),Math.min(x._rl[0],x._rl[1]),Math.max(A,M),Math.max(x._rl[0],x._rl[1])):g.tree.range(Math.min(A,M),Math.min(S,E),Math.max(A,M),Math.max(S,E))}else i=g.ids;var L=k;if(\"x\"===n){var C=!!y.xperiodalignment,P=!!y.yperiodalignment;for(c=0;c<i.length;c++){if(l=b[a=i[c]],f=Math.abs(m.c2p(l)-w),C){var O=m.c2p(y._xStarts[a]),I=m.c2p(y._xEnds[a]);f=w>=Math.min(O,I)&&w<=Math.max(O,I)?0:1/0}if(f<L){if(L=f,u=_[a],h=x.c2p(u)-T,P){var D=x.c2p(y._yStarts[a]),z=x.c2p(y._yEnds[a]);h=T>=Math.min(D,z)&&T<=Math.max(D,z)?0:1/0}d=Math.sqrt(f*f+h*h),s=i[c]}}}else for(c=i.length-1;c>-1;c--)l=b[a=i[c]],u=_[a],f=m.c2p(l)-w,h=x.c2p(u)-T,(p=Math.sqrt(f*f+h*h))<L&&(L=d=p,s=a);return t.index=s,t.distance=L,t.dxy=d,void 0===s?[t]:[o(t,b,_,y)]},calcHover:o}},68868:function(t,e,r){\"use strict\";var n=r(72156);n.plot=r(26787),t.exports=n},26787:function(t,e,r){\"use strict\";var n=r(11870),i=r(46075),a=r(3593),o=r(42505),s=r(71828),l=r(64505).selectMode,u=r(79749),c=r(34098),f=r(68687),h=r(5345).styleTextSelection,p={};function d(t,e,r,n){var i=t._size,a=t.width*n,o=t.height*n,s=i.l*n,l=i.b*n,u=i.r*n,c=i.t*n,f=i.w*n,h=i.h*n;return[s+e.domain[0]*f,l+r.domain[0]*h,a-u-(1-e.domain[1])*f,o-c-(1-r.domain[1])*h]}(t.exports=function(t,e,r){if(r.length){var v,g,y=t._fullLayout,m=e._scene,x=e.xaxis,b=e.yaxis;if(m)if(u(t,[\"ANGLE_instanced_arrays\",\"OES_element_index_uint\"],p)){var 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n=r(5386).fF,i=r(5386).si,a=r(19316),o=r(82196),s=r(23585),l=r(9012),u=r(50693),c=r(1426).extendFlat,f=r(30962).overrideAll,h=r(23585),p=a.line,d=a.marker;t.exports=f({lon:a.lon,lat:a.lat,cluster:{enabled:{valType:\"boolean\"},maxzoom:c({},h.layers.maxzoom,{}),step:{valType:\"number\",arrayOk:!0,dflt:-1,min:-1},size:{valType:\"number\",arrayOk:!0,dflt:20,min:0},color:{valType:\"color\",arrayOk:!0},opacity:c({},d.opacity,{dflt:1})},mode:c({},o.mode,{dflt:\"markers\"}),text:c({},o.text,{}),texttemplate:i({editType:\"plot\"},{keys:[\"lat\",\"lon\",\"text\"]}),hovertext:c({},o.hovertext,{}),line:{color:p.color,width:p.width},connectgaps:o.connectgaps,marker:c({symbol:{valType:\"string\",dflt:\"circle\",arrayOk:!0},angle:{valType:\"number\",dflt:\"auto\",arrayOk:!0},allowoverlap:{valType:\"boolean\",dflt:!1},opacity:d.opacity,size:d.size,sizeref:d.sizeref,sizemin:d.sizemin,sizemode:d.sizemode},u(\"marker\")),fill:a.fill,fillcolor:o.fillcolor,textfont:s.layers.symbol.textfont,textposition:s.layers.symbol.textposition,below:{valType:\"string\"},selected:{marker:o.selected.marker},unselected:{marker:o.unselected.marker},hoverinfo:c({},l.hoverinfo,{flags:[\"lon\",\"lat\",\"text\",\"name\"]}),hovertemplate:n()},\"calc\",\"nested\")},15790:function(t,e,r){\"use 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r,a=e[0].trace,b=!0===a.visible&&0!==a._length,_=\"none\"!==a.fill,w=c.hasLines(a),T=c.hasMarkers(a),k=c.hasText(a),A=T&&\"circle\"===a.marker.symbol,M=T&&\"circle\"!==a.marker.symbol,S=a.cluster&&a.cluster.enabled,E=v(\"fill\"),L=v(\"line\"),C=v(\"circle\"),P=v(\"symbol\"),O={fill:E,line:L,circle:C,symbol:P};if(!b)return O;if((_||w)&&(r=o.calcTraceToLineCoords(e)),_&&(E.geojson=o.makePolygon(r),E.layout.visibility=\"visible\",i.extendFlat(E.paint,{\"fill-color\":a.fillcolor})),w&&(L.geojson=o.makeLine(r),L.layout.visibility=\"visible\",i.extendFlat(L.paint,{\"line-width\":a.line.width,\"line-color\":a.line.color,\"line-opacity\":a.opacity})),A){var I=function(t){var e,r,a,o,c=t[0].trace,f=c.marker,h=c.selectedpoints,p=i.isArrayOrTypedArray(f.color),d=i.isArrayOrTypedArray(f.size),v=i.isArrayOrTypedArray(f.opacity);function g(t){return c.opacity*t}p&&(r=s.hasColorscale(c,\"marker\")?s.makeColorScaleFuncFromTrace(f):i.identity),d&&(a=u(c)),v&&(o=function(t){return 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a.marker&&\"auto\"!==a.marker.angle&&i.extendFlat(P.layout,{\"icon-rotate\":{type:\"identity\",property:\"angle\"},\"icon-rotation-alignment\":\"map\"}),P.layout[\"icon-allow-overlap\"]=a.marker.allowoverlap,i.extendFlat(P.paint,{\"icon-opacity\":a.opacity*a.marker.opacity,\"icon-color\":a.marker.color})),k)){var D=(a.marker||{}).size,z=f(a.textposition,D);i.extendFlat(P.layout,{\"text-size\":a.textfont.size,\"text-anchor\":z.anchor,\"text-offset\":z.offset,\"text-font\":a.textfont.family.split(\", \")}),i.extendFlat(P.paint,{\"text-color\":a.textfont.color,\"text-opacity\":a.opacity})}return O}},76645:function(t,e,r){\"use strict\";var n=r(71828),i=r(34098),a=r(49508),o=r(11058),s=r(82410),l=r(28908),u=r(99181),c=[\"Metropolis Black Italic\",\"Metropolis Black\",\"Metropolis Bold Italic\",\"Metropolis Bold\",\"Metropolis Extra Bold Italic\",\"Metropolis Extra Bold\",\"Metropolis Extra Light Italic\",\"Metropolis Extra Light\",\"Metropolis Light Italic\",\"Metropolis Light\",\"Metropolis Medium Italic\",\"Metropolis Medium\",\"Metropolis Regular Italic\",\"Metropolis Regular\",\"Metropolis Semi Bold Italic\",\"Metropolis Semi Bold\",\"Metropolis Thin Italic\",\"Metropolis Thin\",\"Open Sans Bold Italic\",\"Open Sans Bold\",\"Open Sans Extra Bold Italic\",\"Open Sans Extra Bold\",\"Open Sans Italic\",\"Open Sans Light Italic\",\"Open Sans Light\",\"Open Sans Regular\",\"Open Sans Semibold Italic\",\"Open Sans Semibold\",\"Klokantech Noto Sans Bold\",\"Klokantech Noto Sans CJK Bold\",\"Klokantech Noto Sans CJK Regular\",\"Klokantech Noto Sans Italic\",\"Klokantech Noto Sans Regular\"];t.exports=function(t,e,r,f){function h(r,i){return n.coerce(t,e,u,r,i)}function p(r,i){return n.coerce2(t,e,u,r,i)}var d=function(t,e,r){var n=r(\"lon\")||[],i=r(\"lat\")||[],a=Math.min(n.length,i.length);return 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n=r(35948),i=r(20794).calcHover;t.exports={hoverPoints:function(t,e,r){var a=t.cd[0].trace,o=t.scene.matrixOptions.cdata,s=t.xa,l=t.ya,u=s.c2p(e),c=l.c2p(r),f=t.distance,h=n.getDimIndex(a,s),p=n.getDimIndex(a,l);if(!1===h||!1===p)return[t];for(var d,v,g=o[h],y=o[p],m=f,x=0;x<g.length;x++){var b=g[x],_=y[x],w=s.c2p(b)-u,T=l.c2p(_)-c,k=Math.sqrt(w*w+T*T);k<m&&(m=v=k,d=x)}return t.index=d,t.distance=m,t.dxy=v,void 0===d?[t]:[i(t,g,y,a)]}}},6419:function(t,e,r){\"use strict\";var n=r(65017);n.basePlotModule=r(16947),t.exports=n},79410:function(t,e,r){\"use strict\";var n=r(60487),i=r(71828),a=r(41675),o=r(64505).selectMode;function s(t,e){var r,s,l,u,c,f=t._fullLayout,h=f._size,p=e.trace,d=e.t,v=f._splomScenes[p.uid],g=v.matrixOptions,y=g.cdata,m=f._glcanvas.data()[0].regl,x=f.dragmode;if(0!==y.length){g.lower=p.showupperhalf,g.upper=p.showlowerhalf,g.diagonal=p.diagonal.visible;var b=p._visibleDims,_=y.length,w=v.viewOpts={};for(w.ranges=new Array(_),w.domains=new 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B=i.extendFlat({},g,v.unselectedOptions,w),N=i.extendFlat({},g,v.selectedOptions,w);v.matrix.update(B,N),P=!1}}else d.xpx=d.ypx=null;if(P){var j=i.extendFlat({},g,w);v.matrix.update(j,null)}}}t.exports=function(t,e,r){if(r.length)for(var n=0;n<r.length;n++)s(t,r[n][0])}},10164:function(t,e,r){\"use strict\";var n=r(71828);t.exports=function(t,e){var r=t._fullLayout,i=e.uid,a=r._splomScenes;a||(a=r._splomScenes={});var o={dirty:!0,selectBatch:[],unselectBatch:[]},s=a[e.uid];return s||((s=a[i]=n.extendFlat({},o,{matrix:!1,selectBatch:[],unselectBatch:[]})).draw=function(){s.matrix&&s.matrix.draw&&(s.selectBatch.length||s.unselectBatch.length?s.matrix.draw(s.unselectBatch,s.selectBatch):s.matrix.draw()),s.dirty=!1},s.destroy=function(){s.matrix&&s.matrix.destroy&&s.matrix.destroy(),s.matrixOptions=null,s.selectBatch=null,s.unselectBatch=null,s=null}),s.dirty||n.extendFlat(s,o),s}},8689:function(t,e,r){\"use strict\";var n=r(71828),i=n.pushUnique,a=r(34098),o=r(35948);t.exports=function(t,e){var r=t.cd,s=r[0].trace,l=r[0].t,u=t.scene,c=u.matrixOptions.cdata,f=t.xaxis,h=t.yaxis,p=[];if(!u)return p;var d=!a.hasMarkers(s)&&!a.hasText(s);if(!0!==s.visible||d)return p;var v=o.getDimIndex(s,f),g=o.getDimIndex(s,h);if(!1===v||!1===g)return p;var y=l.xpx[v],m=l.ypx[g],x=c[v],b=c[g],_=(t.scene.selectBatch||[]).slice(),w=[];if(!1!==e&&!e.degenerate)for(var T=0;T<x.length;T++)e.contains([y[T],m[T]],null,T,t)?(p.push({pointNumber:T,x:x[T],y:b[T]}),i(_,T)):-1!==_.indexOf(T)?i(_,T):w.push(T);var k=u.matrixOptions;return _.length||w.length?u.selectBatch.length||u.unselectBatch.length||u.matrix.update(u.unselectedOptions,n.extendFlat({},k,u.selectedOptions,u.viewOpts)):u.matrix.update(k,null),u.selectBatch=_,u.unselectBatch=w,p}},21850:function(t,e,r){\"use strict\";var n=r(50693),i=r(12663).axisHoverFormat,a=r(5386).fF,o=r(2418),s=r(9012),l=r(1426).extendFlat,u={x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},y:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},z:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},u:{valType:\"data_array\",editType:\"calc\"},v:{valType:\"data_array\",editType:\"calc\"},w:{valType:\"data_array\",editType:\"calc\"},starts:{x:{valType:\"data_array\",editType:\"calc\"},y:{valType:\"data_array\",editType:\"calc\"},z:{valType:\"data_array\",editType:\"calc\"},editType:\"calc\"},maxdisplayed:{valType:\"integer\",min:0,dflt:1e3,editType:\"calc\"},sizeref:{valType:\"number\",editType:\"calc\",min:0,dflt:1},text:{valType:\"string\",dflt:\"\",editType:\"calc\"},hovertext:{valType:\"string\",dflt:\"\",editType:\"calc\"},hovertemplate:a({editType:\"calc\"},{keys:[\"tubex\",\"tubey\",\"tubez\",\"tubeu\",\"tubev\",\"tubew\",\"norm\",\"divergence\"]}),uhoverformat:i(\"u\",1),vhoverformat:i(\"v\",1),whoverformat:i(\"w\",1),xhoverformat:i(\"x\"),yhoverformat:i(\"y\"),zhoverformat:i(\"z\"),showlegend:l({},s.showlegend,{dflt:!1})};l(u,n(\"\",{colorAttr:\"u/v/w 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L=function(){m=0,M=[],S=[],E=[]};(!m||m<M.length*S.length*E.length)&&L();var C=function(t){return\"x\"===t?v:\"y\"===t?g:y},P=function(t){return\"x\"===t?M:\"y\"===t?S:E},O=function(t){return t[m-1]<t[0]?-1:1},I=C(A[1]),D=C(A[3]),z=C(A[5]),R=P(A[1]).length,F=P(A[3]).length,B=P(A[5]).length,N=!1,j=function(t,e,r){return R*(F*t+e)+r},U=O(C(A[1])),V=O(C(A[3])),H=O(C(A[5]));for(e=0;e<B-1;e++){for(r=0;r<F-1;r++){for(i=0;i<R-1;i++){var q=j(e,r,i),G=j(e,r,i+1),Z=j(e,r+1,i),Y=j(e+1,r,i);if(I[q]*U<I[G]*U&&D[q]*V<D[Z]*V&&z[q]*H<z[Y]*H||(N=!0),N)break}if(N)break}if(N)break}return N&&(n.warn(\"Encountered arbitrary coordinates! 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y=n[c];r.xMax=Math.max(r.xMax,y),r.xMin=Math.min(r.xMin,y);var m=o[c];r.yMax=Math.max(r.yMax,m),r.yMin=Math.min(r.yMin,m);var x=l[c];r.zMax=Math.max(r.zMax,x),r.zMin=Math.min(r.zMin,x)}e._slen=u,e._normMax=f,e._xbnds=[r.xMin,r.xMax],e._ybnds=[r.yMin,r.yMax],e._zbnds=[r.zMin,r.zMax]},filter:s,processGrid:a}},90154:function(t,e,r){\"use strict\";var n=r(9330).gl_streamtube3d,i=n.createTubeMesh,a=r(71828),o=r(81697).parseColorScale,s=r(21081).extractOpts,l=r(90060),u={xaxis:0,yaxis:1,zaxis:2};function c(t,e){this.scene=t,this.uid=e,this.mesh=null,this.data=null}var f=c.prototype;function h(t){var e=t.length;return e>2?t.slice(1,e-1):2===e?[(t[0]+t[1])/2]:t}function p(t){var e=t.length;return 1===e?[.5,.5]:[t[1]-t[0],t[e-1]-t[e-2]]}function d(t,e){var r=t.fullSceneLayout,i=t.dataScale,c=e._len,f={};function d(t,e){var n=r[e],o=i[u[e]];return a.simpleMap(t,(function(t){return 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e.listPath(t,\"label\").join(\"/\")+\"/\"},e.formatValue=o.formatPieValue,e.formatPercent=function(t,e){var r=n.formatPercent(t,0);return\"0%\"===r&&(r=o.formatPiePercent(t,e)),r}},87619:function(t,e,r){\"use strict\";t.exports={moduleType:\"trace\",name:\"sunburst\",basePlotModule:r(66888),categories:[],animatable:!0,attributes:r(57564),layoutAttributes:r(2654),supplyDefaults:r(17094),supplyLayoutDefaults:r(57034),calc:r(52147).calc,crossTraceCalc:r(52147).crossTraceCalc,plot:r(24714).plot,style:r(29969).style,colorbar:r(4898),meta:{}}},2654:function(t){\"use strict\";t.exports={sunburstcolorway:{valType:\"colorlist\",editType:\"calc\"},extendsunburstcolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},57034:function(t,e,r){\"use strict\";var n=r(71828),i=r(2654);t.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"sunburstcolorway\",e.colorway),r(\"extendsunburstcolors\")}},24714:function(t,e,r){\"use strict\";var 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s,l=b.getPtId(t.parent);T.each((function(t){if(b.getPtId(t)===l)return s=t}));var u,c=s.children;c.forEach((function(t,e){if(b.getPtId(t)===r)return u=e}));var f=c.length,h=a(s.x0,s.x1);e={rpx0:I,rpx1:I,x0:h(u/f),x1:h((u+1)/f)}}return a(n,e)}(t);return function(t){return Z(e(t))}})),t.select(\"g.slicetext\").attr(\"opacity\",0)})).remove():T.exit().remove(),T.order();var X=null;if(_&&R){var J=b.getPtId(R);T.each((function(t){null===X&&b.getPtId(t)===J&&(X=t.x1)}))}var K=T;function $(t){var e=t.parent,r=F[b.getPtId(e)],n={};if(r){var i=e.children,o=i.indexOf(t),s=i.length,l=a(r.x0,r.x1);n.x0=l(o/s),n.x1=l(o/s)}else n.x0=n.x1=0;return n}_&&(K=K.transition().each(\"end\",(function(){var e=n.select(this);b.setSliceCursor(e,t,{hideOnRoot:!0,hideOnLeaves:!0,isTransitioning:!1})}))),K.each((function(i){var u=n.select(this),f=s.ensureSingle(u,\"path\",\"surface\",(function(t){t.style(\"pointer-events\",h?\"none\":\"all\")}));i.rpx0=q(i.y0),i.rpx1=q(i.y1),i.xmid=(i.x0+i.x1)/2,i.pxmid=G(i.rpx1,i.xmid),i.midangle=-(i.xmid-Math.PI/2),i.startangle=-(i.x0-Math.PI/2),i.stopangle=-(i.x1-Math.PI/2),i.halfangle=.5*Math.min(s.angleDelta(i.x0,i.x1)||Math.PI,Math.PI),i.ring=1-i.rpx0/i.rpx1,i.rInscribed=function(t){return 0===t.rpx0&&s.isFullCircle([t.x0,t.x1])?1:Math.max(0,Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2))}(i),_?f.transition().attrTween(\"d\",(function(t){var e=function(t){var e,r=F[b.getPtId(t)],n={x0:t.x0,x1:t.x1,rpx0:t.rpx0,rpx1:t.rpx1};if(r)e=r;else if(R)if(t.parent)if(X){var i=(t.x1>X?2*Math.PI:0)+V;e={x0:i,x1:i}}else e={rpx0:I,rpx1:I},s.extendFlat(e,$(t));else e={rpx0:0,rpx1:0};else e={x0:V,x1:V};return a(e,n)}(t);return function(t){return Z(e(t))}})):f.attr(\"d\",Z),u.call(m,S,t,r,{eventDataKeys:x.eventDataKeys,transitionTime:x.CLICK_TRANSITION_TIME,transitionEasing:x.CLICK_TRANSITION_EASING}).call(b.setSliceCursor,t,{hideOnRoot:!0,hideOnLeaves:!0,isTransitioning:t._transitioning}),f.call(g,i,A,t);var p=s.ensureSingle(u,\"g\",\"slicetext\"),w=s.ensureSingle(p,\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),T=s.ensureUniformFontSize(t,b.determineTextFont(A,i,y.font));w.text(e.formatSliceLabel(i,S,A,r,y)).classed(\"slicetext\",!0).attr(\"text-anchor\",\"middle\").call(o.font,T).call(l.convertToTspans,t);var M=o.bBox(w.node());i.transform=v(M,i,k),i.transform.targetX=Y(i),i.transform.targetY=W(i);var E=function(t,e){var r=t.transform;return d(r,e),r.fontSize=T.size,c(A.type,r,y),s.getTextTransform(r)};_?w.transition().attrTween(\"transform\",(function(t){var e=function(t){var e,r=F[b.getPtId(t)],n=t.transform;if(r)e=r;else if(e={rpx1:t.rpx1,transform:{textPosAngle:n.textPosAngle,scale:0,rotate:n.rotate,rCenter:n.rCenter,x:n.x,y:n.y}},R)if(t.parent)if(X){var i=t.x1>X?2*Math.PI:0;e.x0=e.x1=i}else s.extendFlat(e,$(t));else e.x0=e.x1=V;else e.x0=e.x1=V;var o=a(e.transform.textPosAngle,t.transform.textPosAngle),l=a(e.rpx1,t.rpx1),u=a(e.x0,t.x0),f=a(e.x1,t.x1),h=a(e.transform.scale,n.scale),p=a(e.transform.rotate,n.rotate),d=0===n.rCenter?3:0===e.transform.rCenter?1/3:1,v=a(e.transform.rCenter,n.rCenter);return function(t){var e=l(t),r=u(t),i=f(t),a=function(t){return v(Math.pow(t,d))}(t),s={pxmid:G(e,(r+i)/2),rpx1:e,transform:{textPosAngle:o(t),rCenter:a,x:n.x,y:n.y}};return c(A.type,n,y),{transform:{targetX:Y(s),targetY:W(s),scale:h(t),rotate:p(t),rCenter:a}}}}(t);return function(t){return E(e(t),M)}})):w.attr(\"transform\",E(i,M))}))}function w(t){return e=t.rpx1,r=t.transform.textPosAngle,[e*Math.sin(r),-e*Math.cos(r)];var e,r}e.plot=function(t,e,r,i){var a,o,s=t._fullLayout,l=s._sunburstlayer,u=!r,c=!s.uniformtext.mode&&b.hasTransition(r);f(\"sunburst\",s),(a=l.selectAll(\"g.trace.sunburst\").data(e,(function(t){return t[0].trace.uid}))).enter().append(\"g\").classed(\"trace\",!0).classed(\"sunburst\",!0).attr(\"stroke-linejoin\",\"round\"),a.order(),c?(i&&(o=i()),n.transition().duration(r.duration).ease(r.easing).each(\"end\",(function(){o&&o()})).each(\"interrupt\",(function(){o&&o()})).each((function(){l.selectAll(\"g.trace\").each((function(e){_(t,e,this,r)}))}))):(a.each((function(e){_(t,e,this,r)})),s.uniformtext.mode&&y(t,s._sunburstlayer.selectAll(\".trace\"),\"sunburst\")),u&&a.exit().remove()},e.formatSliceLabel=function(t,e,r,n,i){var a=r.texttemplate,o=r.textinfo;if(!(a||o&&\"none\"!==o))return\"\";var l=i.separators,u=n[0],c=t.data.data,f=u.hierarchy,h=b.isHierarchyRoot(t),p=b.getParent(f,t),d=b.getValue(t);if(!a){var v,g=o.split(\"+\"),y=function(t){return-1!==g.indexOf(t)},m=[];if(y(\"label\")&&c.label&&m.push(c.label),c.hasOwnProperty(\"v\")&&y(\"value\")&&m.push(b.formatValue(c.v,l)),!h){y(\"current path\")&&m.push(b.getPath(t.data));var x=0;y(\"percent parent\")&&x++,y(\"percent entry\")&&x++,y(\"percent root\")&&x++;var _=x>1;if(x){var w,T=function(t){v=b.formatPercent(w,l),_&&(v+=\" of \"+t),m.push(v)};y(\"percent parent\")&&!h&&(w=d/b.getValue(p),T(\"parent\")),y(\"percent entry\")&&(w=d/b.getValue(e),T(\"entry\")),y(\"percent root\")&&(w=d/b.getValue(f),T(\"root\"))}}return y(\"text\")&&(v=s.castOption(r,c.i,\"text\"),s.isValidTextValue(v)&&m.push(v)),m.join(\"<br>\")}var k=s.castOption(r,c.i,\"texttemplate\");if(!k)return\"\";var A={};c.label&&(A.label=c.label),c.hasOwnProperty(\"v\")&&(A.value=c.v,A.valueLabel=b.formatValue(c.v,l)),A.currentPath=b.getPath(t.data),h||(A.percentParent=d/b.getValue(p),A.percentParentLabel=b.formatPercent(A.percentParent,l),A.parent=b.getPtLabel(p)),A.percentEntry=d/b.getValue(e),A.percentEntryLabel=b.formatPercent(A.percentEntry,l),A.entry=b.getPtLabel(e),A.percentRoot=d/b.getValue(f),A.percentRootLabel=b.formatPercent(A.percentRoot,l),A.root=b.getPtLabel(f),c.hasOwnProperty(\"color\")&&(A.color=c.color);var M=s.castOption(r,c.i,\"text\");return(s.isValidTextValue(M)||\"\"===M)&&(A.text=M),A.customdata=s.castOption(r,c.i,\"customdata\"),s.texttemplateString(k,A,i._d3locale,A,r._meta||{})}},29969:function(t,e,r){\"use strict\";var n=r(39898),i=r(7901),a=r(71828),o=r(72597).resizeText,s=r(43467);function l(t,e,r,n){var 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f=t.exports=u(l({z:{valType:\"data_array\"},x:{valType:\"data_array\"},y:{valType:\"data_array\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertemplate:o(),xhoverformat:a(\"x\"),yhoverformat:a(\"y\"),zhoverformat:a(\"z\"),connectgaps:{valType:\"boolean\",dflt:!1,editType:\"calc\"},surfacecolor:{valType:\"data_array\"}},i(\"\",{colorAttr:\"z or 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n=r(78803);t.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:\"\",cLetter:\"c\"}):n(t,e,{vals:e.z,containerStr:\"\",cLetter:\"c\"})}},43768:function(t,e,r){\"use strict\";var n=r(9330).gl_surface3d,i=r(9330).ndarray,a=r(9330).ndarray_linear_interpolate.d2,o=r(824),s=r(43907),l=r(71828).isArrayOrTypedArray,u=r(81697).parseColorScale,c=r(78614),f=r(21081).extractOpts;function h(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],this.contourStart=[null,null,null],this.contourEnd=[null,null,null],this.contourSize=[0,0,0],this.minValues=[1/0,1/0,1/0],this.maxValues=[-1/0,-1/0,-1/0],this.dataScaleX=1,this.dataScaleY=1,this.refineData=!0,this.objectOffset=[0,0,0]}var p=h.prototype;p.getXat=function(t,e,r,n){var i=l(this.data.x)?l(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?i:n.d2l(i,0,r)},p.getYat=function(t,e,r,n){var i=l(this.data.y)?l(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 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A=[!0,!0,!0],M=[\"x\",\"y\",\"z\"];for(e=0;e<3;++e){var S=t.contours[M[e]];A[e]=S.highlight,w.showContour[e]=S.show||S.highlight,w.showContour[e]&&(w.contourProject[e]=[S.project.x,S.project.y,S.project.z],S.show?(this.showContour[e]=!0,w.levels[e]=m[e],p.highlightColor[e]=w.contourColor[e]=c(S.color),S.usecolormap?p.highlightTint[e]=w.contourTint[e]=0:p.highlightTint[e]=w.contourTint[e]=1,w.contourWidth[e]=S.width,this.contourStart[e]=S.start,this.contourEnd[e]=S.end,this.contourSize[e]=S.size):(this.showContour[e]=!1,this.contourStart[e]=null,this.contourEnd[e]=null,this.contourSize[e]=0),S.highlight&&(w.dynamicColor[e]=c(S.highlightcolor),w.dynamicWidth[e]=S.highlightwidth))}(function(t){var e=t[0].rgb,r=t[t.length-1].rgb;return e[0]===r[0]&&e[1]===r[1]&&e[2]===r[2]&&e[3]===r[3]})(d)&&(w.vertexColor=!0),w.objectOffset=this.objectOffset,w.coords=b,p.update(w),p.visible=t.visible,p.enableDynamic=A,p.enableHighlight=A,p.snapToData=!0,\"lighting\"in 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n=r(50215),i=r(1426).extendFlat,a=r(30962).overrideAll,o=r(41940),s=r(27670).Y,l=r(12663).descriptionOnlyNumbers;(t.exports=a({domain:s({name:\"table\",trace:!0}),columnwidth:{valType:\"number\",arrayOk:!0,dflt:null},columnorder:{valType:\"data_array\"},header:{values:{valType:\"data_array\",dflt:[]},format:{valType:\"data_array\",dflt:[],description:l(\"cell value\")},prefix:{valType:\"string\",arrayOk:!0,dflt:null},suffix:{valType:\"string\",arrayOk:!0,dflt:null},height:{valType:\"number\",dflt:28},align:i({},n.align,{arrayOk:!0}),line:{width:{valType:\"number\",arrayOk:!0,dflt:1},color:{valType:\"color\",arrayOk:!0,dflt:\"grey\"}},fill:{color:{valType:\"color\",arrayOk:!0,dflt:\"white\"}},font:i({},o({arrayOk:!0}))},cells:{values:{valType:\"data_array\",dflt:[]},format:{valType:\"data_array\",dflt:[],description:l(\"cell 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L=Math.max(o(e.header.line.width),o(e.cells.line.width)),C={key:e.uid+t._context.staticPlot,translateX:g.x[0]*t._fullLayout._size.w,translateY:t._fullLayout._size.h*(1-g.y[1]),size:t._fullLayout._size,width:y,maxLineWidth:L,height:m,columnOrder:M,groupHeight:m,rowBlocks:k,headerRowBlocks:T,scrollY:0,cells:i({},e.cells,{values:r}),headerCells:i({},e.header,{values:v}),gdColumns:v.map((function(t){return t[0]})),gdColumnsOriginalOrder:v.map((function(t){return t[0]})),prevPages:[0,0],scrollbarState:{scrollbarScrollInProgress:!1},columns:v.map((function(t,e){var r=A[t];return A[t]=(r||0)+1,{key:t+\"__\"+A[t],label:t,specIndex:e,xIndex:M[e],xScale:c,x:void 0,calcdata:void 0,columnWidth:S[e]}}))};return C.columns.forEach((function(t){t.calcdata=C,t.x=c(t)})),C}},56269:function(t,e,r){\"use strict\";var n=r(1426).extendFlat;e.splitToPanels=function(t){var e=[0,0],r=n({},t,{key:\"header\",type:\"header\",page:0,prevPages:e,currentRepaint:[null,null],dragHandle:!0,values:t.calcdata.headerCells.values[t.specIndex],rowBlocks:t.calcdata.headerRowBlocks,calcdata:n({},t.calcdata,{cells:t.calcdata.headerCells})});return[n({},t,{key:\"cells1\",type:\"cells\",page:0,prevPages:e,currentRepaint:[null,null],dragHandle:!1,values:t.calcdata.cells.values[t.specIndex],rowBlocks:t.calcdata.rowBlocks}),n({},t,{key:\"cells2\",type:\"cells\",page:1,prevPages:e,currentRepaint:[null,null],dragHandle:!1,values:t.calcdata.cells.values[t.specIndex],rowBlocks:t.calcdata.rowBlocks}),r]},e.splitToCells=function(t){var e=function(t){var e=t.rowBlocks[t.page],r=e?e.rows[0].rowIndex:0;return[r,e?r+e.rows.length:0]}(t);return(t.values||[]).slice(e[0],e[1]).map((function(r,n){return{keyWithinBlock:n+(\"string\"==typeof r&&r.match(/[<$&> 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a.indexOf(t)})),s=o.length;s<n;s++)o.push(s);e(\"columnorder\",o)}(e,s),s(\"cells.values\"),s(\"cells.format\"),s(\"cells.align\"),s(\"cells.prefix\"),s(\"cells.suffix\"),s(\"cells.height\"),s(\"cells.line.width\"),s(\"cells.line.color\"),s(\"cells.fill.color\"),n.coerceFont(s,\"cells.font\",n.extendFlat({},o.font)),e._length=null}},96595:function(t,e,r){\"use strict\";t.exports={attributes:r(44464),supplyDefaults:r(39754),calc:r(76333),plot:r(36736),moduleType:\"trace\",name:\"table\",basePlotModule:r(99469),categories:[\"noOpacity\"],meta:{}}},36736:function(t,e,r){\"use strict\";var n=r(49850),i=r(39898),a=r(71828).numberFormat,o=r(28984),s=r(91424),l=r(63893),u=r(71828).raiseToTop,c=r(71828).strTranslate,f=r(71828).cancelTransition,h=r(51018),p=r(56269),d=r(7901);function v(t){return Math.ceil(t.calcdata.maxLineWidth/2)}function g(t,e){return\"clip\"+t._fullLayout._uid+\"_scrollAreaBottomClip_\"+e.key}function y(t,e){return\"clip\"+t._fullLayout._uid+\"_columnBoundaryClippath_\"+e.calcdata.key+\"_\"+e.specIndex}function m(t){return[].concat.apply([],t.map((function(t){return t}))).map((function(t){return t.__data__}))}function x(t,e,r){var a=t.selectAll(\".\"+n.cn.scrollbarKit).data(o.repeat,o.keyFun);a.enter().append(\"g\").classed(n.cn.scrollbarKit,!0).style(\"shape-rendering\",\"geometricPrecision\"),a.each((function(t){var e=t.scrollbarState;e.totalHeight=function(t){var e=t.rowBlocks;return z(e,e.length-1)+(e.length?R(e[e.length-1],1/0):1)}(t),e.scrollableAreaHeight=t.groupHeight-S(t),e.currentlyVisibleHeight=Math.min(e.totalHeight,e.scrollableAreaHeight),e.ratio=e.currentlyVisibleHeight/e.totalHeight,e.barLength=Math.max(e.ratio*e.currentlyVisibleHeight,n.goldenRatio*n.scrollbarWidth),e.barWiggleRoom=e.currentlyVisibleHeight-e.barLength,e.wiggleRoom=Math.max(0,e.totalHeight-e.scrollableAreaHeight),e.topY=0===e.barWiggleRoom?0:t.scrollY/e.wiggleRoom*e.barWiggleRoom,e.bottomY=e.topY+e.barLength,e.dragMultiplier=e.wiggleRoom/e.barWiggleRoom})).attr(\"transform\",(function(t){var e=t.width+n.scrollbarWidth/2+n.scrollbarOffset;return c(e,S(t))}));var s=a.selectAll(\".\"+n.cn.scrollbar).data(o.repeat,o.keyFun);s.enter().append(\"g\").classed(n.cn.scrollbar,!0);var l=s.selectAll(\".\"+n.cn.scrollbarSlider).data(o.repeat,o.keyFun);l.enter().append(\"g\").classed(n.cn.scrollbarSlider,!0),l.attr(\"transform\",(function(t){return c(0,t.scrollbarState.topY||0)}));var u=l.selectAll(\".\"+n.cn.scrollbarGlyph).data(o.repeat,o.keyFun);u.enter().append(\"line\").classed(n.cn.scrollbarGlyph,!0).attr(\"stroke\",\"black\").attr(\"stroke-width\",n.scrollbarWidth).attr(\"stroke-linecap\",\"round\").attr(\"y1\",n.scrollbarWidth/2),u.attr(\"y2\",(function(t){return t.scrollbarState.barLength-n.scrollbarWidth/2})).attr(\"stroke-opacity\",(function(t){return t.columnDragInProgress||!t.scrollbarState.barWiggleRoom||r?0:.4})),u.transition().delay(0).duration(0),u.transition().delay(n.scrollbarHideDelay).duration(n.scrollbarHideDuration).attr(\"stroke-opacity\",0);var f=s.selectAll(\".\"+n.cn.scrollbarCaptureZone).data(o.repeat,o.keyFun);f.enter().append(\"line\").classed(n.cn.scrollbarCaptureZone,!0).attr(\"stroke\",\"white\").attr(\"stroke-opacity\",.01).attr(\"stroke-width\",n.scrollbarCaptureWidth).attr(\"stroke-linecap\",\"butt\").attr(\"y1\",0).on(\"mousedown\",(function(r){var n=i.event.y,a=this.getBoundingClientRect(),o=r.scrollbarState,s=n-a.top,l=i.scale.linear().domain([0,o.scrollableAreaHeight]).range([0,o.totalHeight]).clamp(!0);o.topY<=s&&s<=o.bottomY||L(e,t,null,l(s-o.barLength/2))(r)})).call(i.behavior.drag().origin((function(t){return i.event.stopPropagation(),t.scrollbarState.scrollbarScrollInProgress=!0,t})).on(\"drag\",L(e,t)).on(\"dragend\",(function(){}))),f.attr(\"y2\",(function(t){return t.scrollbarState.scrollableAreaHeight})),e._context.staticPlot&&(u.remove(),f.remove())}function b(t,e,r,a){var l=function(t){var e=t.selectAll(\".\"+n.cn.columnCells).data(o.repeat,o.keyFun);return e.enter().append(\"g\").classed(n.cn.columnCells,!0),e.exit().remove(),e}(r),u=function(t){var e=t.selectAll(\".\"+n.cn.columnCell).data(p.splitToCells,(function(t){return t.keyWithinBlock}));return e.enter().append(\"g\").classed(n.cn.columnCell,!0),e.exit().remove(),e}(l);!function(t){t.each((function(t,e){var r=t.calcdata.cells.font,n=t.column.specIndex,i={size:T(r.size,n,e),color:T(r.color,n,e),family:T(r.family,n,e)};t.rowNumber=t.key,t.align=T(t.calcdata.cells.align,n,e),t.cellBorderWidth=T(t.calcdata.cells.line.width,n,e),t.font=i}))}(u);var c=function(t){var e=t.selectAll(\".\"+n.cn.cellRect).data(o.repeat,(function(t){return t.keyWithinBlock}));return e.enter().append(\"rect\").classed(n.cn.cellRect,!0),e}(u);!function(t){t.attr(\"width\",(function(t){return t.column.columnWidth})).attr(\"stroke-width\",(function(t){return t.cellBorderWidth})).each((function(t){var e=i.select(this);d.stroke(e,T(t.calcdata.cells.line.color,t.column.specIndex,t.rowNumber)),d.fill(e,T(t.calcdata.cells.fill.color,t.column.specIndex,t.rowNumber))}))}(c);var f=function(t){var e=t.selectAll(\".\"+n.cn.cellTextHolder).data(o.repeat,(function(t){return t.keyWithinBlock}));return e.enter().append(\"g\").classed(n.cn.cellTextHolder,!0).style(\"shape-rendering\",\"geometricPrecision\"),e}(u),h=function(t){var e=t.selectAll(\".\"+n.cn.cellText).data(o.repeat,(function(t){return t.keyWithinBlock}));return e.enter().append(\"text\").classed(n.cn.cellText,!0).style(\"cursor\",(function(){return\"auto\"})).on(\"mousedown\",(function(){i.event.stopPropagation()})),e}(f);!function(t){t.each((function(t){s.font(i.select(this),t.font)}))}(h),_(h,e,a,t),D(u)}function _(t,e,r,o){t.text((function(t){var e=t.column.specIndex,r=t.rowNumber,i=t.value,o=\"string\"==typeof i,s=o&&i.match(/<br>/i),l=!o||s;t.mayHaveMarkup=o&&i.match(/[<&>]/);var u,c=\"string\"==typeof(u=i)&&u.match(n.latexCheck);t.latex=c;var f,h,p=c?\"\":T(t.calcdata.cells.prefix,e,r)||\"\",d=c?\"\":T(t.calcdata.cells.suffix,e,r)||\"\",v=c?null:T(t.calcdata.cells.format,e,r)||null,g=p+(v?a(v)(t.value):t.value)+d;if(t.wrappingNeeded=!t.wrapped&&!l&&!c&&(f=w(g)),t.cellHeightMayIncrease=s||c||t.mayHaveMarkup||(void 0===f?w(g):f),t.needsConvertToTspans=t.mayHaveMarkup||t.wrappingNeeded||t.latex,t.wrappingNeeded){var y=(\" 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k(t,e,r){t.transition().ease(n.releaseTransitionEase).duration(n.releaseTransitionDuration).attr(\"transform\",c(e.x,r))}function A(t){return\"cells\"===t.type}function M(t){return\"header\"===t.type}function S(t){return(t.rowBlocks.length?t.rowBlocks[0].auxiliaryBlocks:[]).reduce((function(t,e){return t+R(e,1/0)}),0)}function E(t,e,r){var n=m(e)[0];if(void 0!==n){var i=n.rowBlocks,a=n.calcdata,o=z(i,i.length),s=n.calcdata.groupHeight-S(n),l=a.scrollY=Math.max(0,Math.min(o-s,a.scrollY)),u=function(t,e,r){for(var n=[],i=0,a=0;a<t.length;a++){for(var o=t[a],s=o.rows,l=0,u=0;u<s.length;u++)l+=s[u].rowHeight;o.allRowsHeight=l,e<i+l&&e+r>i&&n.push(a),i+=l}return n}(i,l,s);1===u.length&&(u[0]===i.length-1?u.unshift(u[0]-1):u.push(u[0]+1)),u[0]%2&&u.reverse(),e.each((function(t,e){t.page=u[e],t.scrollY=l})),e.attr(\"transform\",(function(t){var e=z(t.rowBlocks,t.page)-t.scrollY;return c(0,e)})),t&&(C(t,r,e,u,n.prevPages,n,0),C(t,r,e,u,n.prevPages,n,1),x(r,t))}}function L(t,e,r,a){return function(o){var s=o.calcdata?o.calcdata:o,l=e.filter((function(t){return s.key===t.key})),u=r||s.scrollbarState.dragMultiplier,c=s.scrollY;s.scrollY=void 0===a?s.scrollY+u*i.event.dy:a;var f=l.selectAll(\".\"+n.cn.yColumn).selectAll(\".\"+n.cn.columnBlock).filter(A);return E(t,f,l),s.scrollY===c}}function C(t,e,r,n,i,a,o){n[o]!==i[o]&&(clearTimeout(a.currentRepaint[o]),a.currentRepaint[o]=setTimeout((function(){var a=r.filter((function(t,e){return e===o&&n[e]!==i[e]}));b(t,e,a,r),i[o]=n[o]})))}function P(t,e,r,a){return function(){var o=i.select(e.parentNode);o.each((function(t){var e=t.fragments;o.selectAll(\"tspan.line\").each((function(t,r){e[r].width=this.getComputedTextLength()}));var 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r=!t._context.staticPlot,a=t._fullLayout._paper.selectAll(\".\"+n.cn.table).data(e.map((function(e){var r=o.unwrap(e).trace;return h(t,r)})),o.keyFun);a.exit().remove(),a.enter().append(\"g\").classed(n.cn.table,!0).attr(\"overflow\",\"visible\").style(\"box-sizing\",\"content-box\").style(\"position\",\"absolute\").style(\"left\",0).style(\"overflow\",\"visible\").style(\"shape-rendering\",\"crispEdges\").style(\"pointer-events\",\"all\"),a.attr(\"width\",(function(t){return t.width+t.size.l+t.size.r})).attr(\"height\",(function(t){return t.height+t.size.t+t.size.b})).attr(\"transform\",(function(t){return c(t.translateX,t.translateY)}));var l=a.selectAll(\".\"+n.cn.tableControlView).data(o.repeat,o.keyFun),d=l.enter().append(\"g\").classed(n.cn.tableControlView,!0).style(\"box-sizing\",\"content-box\");if(r){var _=\"onwheel\"in document?\"wheel\":\"mousewheel\";d.on(\"mousemove\",(function(e){l.filter((function(t){return 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c=[\"\",\"0\",\"00\",\"000\",\"0000\",\"00000\",\"000000\",\"0000000\",\"00000000\",\"000000000\",\"0000000000\",\"00000000000\",\"000000000000\",\"0000000000000\",\"00000000000000\",\"000000000000000\",\"0000000000000000\",\"00000000000000000\",\"000000000000000000\",\"0000000000000000000\",\"00000000000000000000\",\"000000000000000000000\",\"0000000000000000000000\",\"00000000000000000000000\",\"000000000000000000000000\",\"0000000000000000000000000\"],f=[0,0,25,16,12,11,10,9,8,8,7,7,7,7,6,6,6,6,6,6,6,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5],h=[0,0,33554432,43046721,16777216,48828125,60466176,40353607,16777216,43046721,1e7,19487171,35831808,62748517,7529536,11390625,16777216,24137569,34012224,47045881,64e6,4084101,5153632,6436343,7962624,9765625,11881376,14348907,17210368,20511149,243e5,28629151,33554432,39135393,45435424,52521875,60466176];function p(t,e,r){r.negative=e.negative^t.negative;var n=t.length+e.length|0;r.length=n,n=n-1|0;var i=0|t.words[0],a=0|e.words[0],o=i*a,s=67108863&o,l=o/67108864|0;r.words[0]=s;for(var u=1;u<n;u++){for(var c=l>>>26,f=67108863&l,h=Math.min(u,e.length-1),p=Math.max(0,u-t.length+1);p<=h;p++){var d=u-p|0;c+=(o=(i=0|t.words[d])*(a=0|e.words[p])+f)/67108864|0,f=67108863&o}r.words[u]=0|f,l=0|c}return 0!==l?r.words[u]=0|l:r.length--,r.strip()}a.prototype.toString=function(t,e){var r;if(e=0|e||1,16===(t=t||10)||\"hex\"===t){r=\"\";for(var i=0,a=0,o=0;o<this.length;o++){var s=this.words[o],l=(16777215&(s<<i|a)).toString(16);r=0!=(a=s>>>24-i&16777215)||o!==this.length-1?c[6-l.length]+l+r:l+r,(i+=2)>=26&&(i-=26,o--)}for(0!==a&&(r=a.toString(16)+r);r.length%e!=0;)r=\"0\"+r;return 0!==this.negative&&(r=\"-\"+r),r}if(t===(0|t)&&t>=2&&t<=36){var u=f[t],p=h[t];r=\"\";var d=this.clone();for(d.negative=0;!d.isZero();){var v=d.modn(p).toString(t);r=(d=d.idivn(p)).isZero()?v+r:c[u-v.length]+v+r}for(this.isZero()&&(r=\"0\"+r);r.length%e!=0;)r=\"0\"+r;return 0!==this.negative&&(r=\"-\"+r),r}n(!1,\"Base 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32-Math.clz32(t)}:a.prototype._countBits=function(t){var e=t,r=0;return e>=4096&&(r+=13,e>>>=13),e>=64&&(r+=7,e>>>=7),e>=8&&(r+=4,e>>>=4),e>=2&&(r+=2,e>>>=2),r+e},a.prototype._zeroBits=function(t){if(0===t)return 26;var e=t,r=0;return 0==(8191&e)&&(r+=13,e>>>=13),0==(127&e)&&(r+=7,e>>>=7),0==(15&e)&&(r+=4,e>>>=4),0==(3&e)&&(r+=2,e>>>=2),0==(1&e)&&r++,r},a.prototype.bitLength=function(){var t=this.words[this.length-1],e=this._countBits(t);return 26*(this.length-1)+e},a.prototype.zeroBits=function(){if(this.isZero())return 0;for(var t=0,e=0;e<this.length;e++){var r=this._zeroBits(this.words[e]);if(t+=r,26!==r)break}return t},a.prototype.byteLength=function(){return Math.ceil(this.bitLength()/8)},a.prototype.toTwos=function(t){return 0!==this.negative?this.abs().inotn(t).iaddn(1):this.clone()},a.prototype.fromTwos=function(t){return this.testn(t-1)?this.notn(t).iaddn(1).ineg():this.clone()},a.prototype.isNeg=function(){return 0!==this.negative},a.prototype.neg=function(){return this.clone().ineg()},a.prototype.ineg=function(){return this.isZero()||(this.negative^=1),this},a.prototype.iuor=function(t){for(;this.length<t.length;)this.words[this.length++]=0;for(var e=0;e<t.length;e++)this.words[e]=this.words[e]|t.words[e];return this.strip()},a.prototype.ior=function(t){return n(0==(this.negative|t.negative)),this.iuor(t)},a.prototype.or=function(t){return this.length>t.length?this.clone().ior(t):t.clone().ior(this)},a.prototype.uor=function(t){return this.length>t.length?this.clone().iuor(t):t.clone().iuor(this)},a.prototype.iuand=function(t){var e;e=this.length>t.length?t:this;for(var r=0;r<e.length;r++)this.words[r]=this.words[r]&t.words[r];return this.length=e.length,this.strip()},a.prototype.iand=function(t){return n(0==(this.negative|t.negative)),this.iuand(t)},a.prototype.and=function(t){return this.length>t.length?this.clone().iand(t):t.clone().iand(this)},a.prototype.uand=function(t){return this.length>t.length?this.clone().iuand(t):t.clone().iuand(this)},a.prototype.iuxor=function(t){var e,r;this.length>t.length?(e=this,r=t):(e=t,r=this);for(var n=0;n<r.length;n++)this.words[n]=e.words[n]^r.words[n];if(this!==e)for(;n<e.length;n++)this.words[n]=e.words[n];return this.length=e.length,this.strip()},a.prototype.ixor=function(t){return n(0==(this.negative|t.negative)),this.iuxor(t)},a.prototype.xor=function(t){return this.length>t.length?this.clone().ixor(t):t.clone().ixor(this)},a.prototype.uxor=function(t){return this.length>t.length?this.clone().iuxor(t):t.clone().iuxor(this)},a.prototype.inotn=function(t){n(\"number\"==typeof t&&t>=0);var e=0|Math.ceil(t/26),r=t%26;this._expand(e),r>0&&e--;for(var i=0;i<e;i++)this.words[i]=67108863&~this.words[i];return r>0&&(this.words[i]=~this.words[i]&67108863>>26-r),this.strip()},a.prototype.notn=function(t){return this.clone().inotn(t)},a.prototype.setn=function(t,e){n(\"number\"==typeof t&&t>=0);var r=t/26|0,i=t%26;return this._expand(r+1),this.words[r]=e?this.words[r]|1<<i:this.words[r]&~(1<<i),this.strip()},a.prototype.iadd=function(t){var e,r,n;if(0!==this.negative&&0===t.negative)return this.negative=0,e=this.isub(t),this.negative^=1,this._normSign();if(0===this.negative&&0!==t.negative)return t.negative=0,e=this.isub(t),t.negative=1,e._normSign();this.length>t.length?(r=this,n=t):(r=t,n=this);for(var i=0,a=0;a<n.length;a++)e=(0|r.words[a])+(0|n.words[a])+i,this.words[a]=67108863&e,i=e>>>26;for(;0!==i&&a<r.length;a++)e=(0|r.words[a])+i,this.words[a]=67108863&e,i=e>>>26;if(this.length=r.length,0!==i)this.words[this.length]=i,this.length++;else if(r!==this)for(;a<r.length;a++)this.words[a]=r.words[a];return this},a.prototype.add=function(t){var e;return 0!==t.negative&&0===this.negative?(t.negative=0,e=this.sub(t),t.negative^=1,e):0===t.negative&&0!==this.negative?(this.negative=0,e=t.sub(this),this.negative=1,e):this.length>t.length?this.clone().iadd(t):t.clone().iadd(this)},a.prototype.isub=function(t){if(0!==t.negative){t.negative=0;var e=this.iadd(t);return t.negative=1,e._normSign()}if(0!==this.negative)return this.negative=0,this.iadd(t),this.negative=1,this._normSign();var r,n,i=this.cmp(t);if(0===i)return this.negative=0,this.length=1,this.words[0]=0,this;i>0?(r=this,n=t):(r=t,n=this);for(var a=0,o=0;o<n.length;o++)a=(e=(0|r.words[o])-(0|n.words[o])+a)>>26,this.words[o]=67108863&e;for(;0!==a&&o<r.length;o++)a=(e=(0|r.words[o])+a)>>26,this.words[o]=67108863&e;if(0===a&&o<r.length&&r!==this)for(;o<r.length;o++)this.words[o]=r.words[o];return this.length=Math.max(this.length,o),r!==this&&(this.negative=1),this.strip()},a.prototype.sub=function(t){return this.clone().isub(t)};var d=function(t,e,r){var n,i,a,o=t.words,s=e.words,l=r.words,u=0,c=0|o[0],f=8191&c,h=c>>>13,p=0|o[1],d=8191&p,v=p>>>13,g=0|o[2],y=8191&g,m=g>>>13,x=0|o[3],b=8191&x,_=x>>>13,w=0|o[4],T=8191&w,k=w>>>13,A=0|o[5],M=8191&A,S=A>>>13,E=0|o[6],L=8191&E,C=E>>>13,P=0|o[7],O=8191&P,I=P>>>13,D=0|o[8],z=8191&D,R=D>>>13,F=0|o[9],B=8191&F,N=F>>>13,j=0|s[0],U=8191&j,V=j>>>13,H=0|s[1],q=8191&H,G=H>>>13,Z=0|s[2],Y=8191&Z,W=Z>>>13,X=0|s[3],J=8191&X,K=X>>>13,$=0|s[4],Q=8191&$,tt=$>>>13,et=0|s[5],rt=8191&et,nt=et>>>13,it=0|s[6],at=8191&it,ot=it>>>13,st=0|s[7],lt=8191&st,ut=st>>>13,ct=0|s[8],ft=8191&ct,ht=ct>>>13,pt=0|s[9],dt=8191&pt,vt=pt>>>13;r.negative=t.negative^e.negative,r.length=19;var gt=(u+(n=Math.imul(f,U))|0)+((8191&(i=(i=Math.imul(f,V))+Math.imul(h,U)|0))<<13)|0;u=((a=Math.imul(h,V))+(i>>>13)|0)+(gt>>>26)|0,gt&=67108863,n=Math.imul(d,U),i=(i=Math.imul(d,V))+Math.imul(v,U)|0,a=Math.imul(v,V);var yt=(u+(n=n+Math.imul(f,q)|0)|0)+((8191&(i=(i=i+Math.imul(f,G)|0)+Math.imul(h,q)|0))<<13)|0;u=((a=a+Math.imul(h,G)|0)+(i>>>13)|0)+(yt>>>26)|0,yt&=67108863,n=Math.imul(y,U),i=(i=Math.imul(y,V))+Math.imul(m,U)|0,a=Math.imul(m,V),n=n+Math.imul(d,q)|0,i=(i=i+Math.imul(d,G)|0)+Math.imul(v,q)|0,a=a+Math.imul(v,G)|0;var mt=(u+(n=n+Math.imul(f,Y)|0)|0)+((8191&(i=(i=i+Math.imul(f,W)|0)+Math.imul(h,Y)|0))<<13)|0;u=((a=a+Math.imul(h,W)|0)+(i>>>13)|0)+(mt>>>26)|0,mt&=67108863,n=Math.imul(b,U),i=(i=Math.imul(b,V))+Math.imul(_,U)|0,a=Math.imul(_,V),n=n+Math.imul(y,q)|0,i=(i=i+Math.imul(y,G)|0)+Math.imul(m,q)|0,a=a+Math.imul(m,G)|0,n=n+Math.imul(d,Y)|0,i=(i=i+Math.imul(d,W)|0)+Math.imul(v,Y)|0,a=a+Math.imul(v,W)|0;var xt=(u+(n=n+Math.imul(f,J)|0)|0)+((8191&(i=(i=i+Math.imul(f,K)|0)+Math.imul(h,J)|0))<<13)|0;u=((a=a+Math.imul(h,K)|0)+(i>>>13)|0)+(xt>>>26)|0,xt&=67108863,n=Math.imul(T,U),i=(i=Math.imul(T,V))+Math.imul(k,U)|0,a=Math.imul(k,V),n=n+Math.imul(b,q)|0,i=(i=i+Math.imul(b,G)|0)+Math.imul(_,q)|0,a=a+Math.imul(_,G)|0,n=n+Math.imul(y,Y)|0,i=(i=i+Math.imul(y,W)|0)+Math.imul(m,Y)|0,a=a+Math.imul(m,W)|0,n=n+Math.imul(d,J)|0,i=(i=i+Math.imul(d,K)|0)+Math.imul(v,J)|0,a=a+Math.imul(v,K)|0;var bt=(u+(n=n+Math.imul(f,Q)|0)|0)+((8191&(i=(i=i+Math.imul(f,tt)|0)+Math.imul(h,Q)|0))<<13)|0;u=((a=a+Math.imul(h,tt)|0)+(i>>>13)|0)+(bt>>>26)|0,bt&=67108863,n=Math.imul(M,U),i=(i=Math.imul(M,V))+Math.imul(S,U)|0,a=Math.imul(S,V),n=n+Math.imul(T,q)|0,i=(i=i+Math.imul(T,G)|0)+Math.imul(k,q)|0,a=a+Math.imul(k,G)|0,n=n+Math.imul(b,Y)|0,i=(i=i+Math.imul(b,W)|0)+Math.imul(_,Y)|0,a=a+Math.imul(_,W)|0,n=n+Math.imul(y,J)|0,i=(i=i+Math.imul(y,K)|0)+Math.imul(m,J)|0,a=a+Math.imul(m,K)|0,n=n+Math.imul(d,Q)|0,i=(i=i+Math.imul(d,tt)|0)+Math.imul(v,Q)|0,a=a+Math.imul(v,tt)|0;var _t=(u+(n=n+Math.imul(f,rt)|0)|0)+((8191&(i=(i=i+Math.imul(f,nt)|0)+Math.imul(h,rt)|0))<<13)|0;u=((a=a+Math.imul(h,nt)|0)+(i>>>13)|0)+(_t>>>26)|0,_t&=67108863,n=Math.imul(L,U),i=(i=Math.imul(L,V))+Math.imul(C,U)|0,a=Math.imul(C,V),n=n+Math.imul(M,q)|0,i=(i=i+Math.imul(M,G)|0)+Math.imul(S,q)|0,a=a+Math.imul(S,G)|0,n=n+Math.imul(T,Y)|0,i=(i=i+Math.imul(T,W)|0)+Math.imul(k,Y)|0,a=a+Math.imul(k,W)|0,n=n+Math.imul(b,J)|0,i=(i=i+Math.imul(b,K)|0)+Math.imul(_,J)|0,a=a+Math.imul(_,K)|0,n=n+Math.imul(y,Q)|0,i=(i=i+Math.imul(y,tt)|0)+Math.imul(m,Q)|0,a=a+Math.imul(m,tt)|0,n=n+Math.imul(d,rt)|0,i=(i=i+Math.imul(d,nt)|0)+Math.imul(v,rt)|0,a=a+Math.imul(v,nt)|0;var wt=(u+(n=n+Math.imul(f,at)|0)|0)+((8191&(i=(i=i+Math.imul(f,ot)|0)+Math.imul(h,at)|0))<<13)|0;u=((a=a+Math.imul(h,ot)|0)+(i>>>13)|0)+(wt>>>26)|0,wt&=67108863,n=Math.imul(O,U),i=(i=Math.imul(O,V))+Math.imul(I,U)|0,a=Math.imul(I,V),n=n+Math.imul(L,q)|0,i=(i=i+Math.imul(L,G)|0)+Math.imul(C,q)|0,a=a+Math.imul(C,G)|0,n=n+Math.imul(M,Y)|0,i=(i=i+Math.imul(M,W)|0)+Math.imul(S,Y)|0,a=a+Math.imul(S,W)|0,n=n+Math.imul(T,J)|0,i=(i=i+Math.imul(T,K)|0)+Math.imul(k,J)|0,a=a+Math.imul(k,K)|0,n=n+Math.imul(b,Q)|0,i=(i=i+Math.imul(b,tt)|0)+Math.imul(_,Q)|0,a=a+Math.imul(_,tt)|0,n=n+Math.imul(y,rt)|0,i=(i=i+Math.imul(y,nt)|0)+Math.imul(m,rt)|0,a=a+Math.imul(m,nt)|0,n=n+Math.imul(d,at)|0,i=(i=i+Math.imul(d,ot)|0)+Math.imul(v,at)|0,a=a+Math.imul(v,ot)|0;var Tt=(u+(n=n+Math.imul(f,lt)|0)|0)+((8191&(i=(i=i+Math.imul(f,ut)|0)+Math.imul(h,lt)|0))<<13)|0;u=((a=a+Math.imul(h,ut)|0)+(i>>>13)|0)+(Tt>>>26)|0,Tt&=67108863,n=Math.imul(z,U),i=(i=Math.imul(z,V))+Math.imul(R,U)|0,a=Math.imul(R,V),n=n+Math.imul(O,q)|0,i=(i=i+Math.imul(O,G)|0)+Math.imul(I,q)|0,a=a+Math.imul(I,G)|0,n=n+Math.imul(L,Y)|0,i=(i=i+Math.imul(L,W)|0)+Math.imul(C,Y)|0,a=a+Math.imul(C,W)|0,n=n+Math.imul(M,J)|0,i=(i=i+Math.imul(M,K)|0)+Math.imul(S,J)|0,a=a+Math.imul(S,K)|0,n=n+Math.imul(T,Q)|0,i=(i=i+Math.imul(T,tt)|0)+Math.imul(k,Q)|0,a=a+Math.imul(k,tt)|0,n=n+Math.imul(b,rt)|0,i=(i=i+Math.imul(b,nt)|0)+Math.imul(_,rt)|0,a=a+Math.imul(_,nt)|0,n=n+Math.imul(y,at)|0,i=(i=i+Math.imul(y,ot)|0)+Math.imul(m,at)|0,a=a+Math.imul(m,ot)|0,n=n+Math.imul(d,lt)|0,i=(i=i+Math.imul(d,ut)|0)+Math.imul(v,lt)|0,a=a+Math.imul(v,ut)|0;var kt=(u+(n=n+Math.imul(f,ft)|0)|0)+((8191&(i=(i=i+Math.imul(f,ht)|0)+Math.imul(h,ft)|0))<<13)|0;u=((a=a+Math.imul(h,ht)|0)+(i>>>13)|0)+(kt>>>26)|0,kt&=67108863,n=Math.imul(B,U),i=(i=Math.imul(B,V))+Math.imul(N,U)|0,a=Math.imul(N,V),n=n+Math.imul(z,q)|0,i=(i=i+Math.imul(z,G)|0)+Math.imul(R,q)|0,a=a+Math.imul(R,G)|0,n=n+Math.imul(O,Y)|0,i=(i=i+Math.imul(O,W)|0)+Math.imul(I,Y)|0,a=a+Math.imul(I,W)|0,n=n+Math.imul(L,J)|0,i=(i=i+Math.imul(L,K)|0)+Math.imul(C,J)|0,a=a+Math.imul(C,K)|0,n=n+Math.imul(M,Q)|0,i=(i=i+Math.imul(M,tt)|0)+Math.imul(S,Q)|0,a=a+Math.imul(S,tt)|0,n=n+Math.imul(T,rt)|0,i=(i=i+Math.imul(T,nt)|0)+Math.imul(k,rt)|0,a=a+Math.imul(k,nt)|0,n=n+Math.imul(b,at)|0,i=(i=i+Math.imul(b,ot)|0)+Math.imul(_,at)|0,a=a+Math.imul(_,ot)|0,n=n+Math.imul(y,lt)|0,i=(i=i+Math.imul(y,ut)|0)+Math.imul(m,lt)|0,a=a+Math.imul(m,ut)|0,n=n+Math.imul(d,ft)|0,i=(i=i+Math.imul(d,ht)|0)+Math.imul(v,ft)|0,a=a+Math.imul(v,ht)|0;var At=(u+(n=n+Math.imul(f,dt)|0)|0)+((8191&(i=(i=i+Math.imul(f,vt)|0)+Math.imul(h,dt)|0))<<13)|0;u=((a=a+Math.imul(h,vt)|0)+(i>>>13)|0)+(At>>>26)|0,At&=67108863,n=Math.imul(B,q),i=(i=Math.imul(B,G))+Math.imul(N,q)|0,a=Math.imul(N,G),n=n+Math.imul(z,Y)|0,i=(i=i+Math.imul(z,W)|0)+Math.imul(R,Y)|0,a=a+Math.imul(R,W)|0,n=n+Math.imul(O,J)|0,i=(i=i+Math.imul(O,K)|0)+Math.imul(I,J)|0,a=a+Math.imul(I,K)|0,n=n+Math.imul(L,Q)|0,i=(i=i+Math.imul(L,tt)|0)+Math.imul(C,Q)|0,a=a+Math.imul(C,tt)|0,n=n+Math.imul(M,rt)|0,i=(i=i+Math.imul(M,nt)|0)+Math.imul(S,rt)|0,a=a+Math.imul(S,nt)|0,n=n+Math.imul(T,at)|0,i=(i=i+Math.imul(T,ot)|0)+Math.imul(k,at)|0,a=a+Math.imul(k,ot)|0,n=n+Math.imul(b,lt)|0,i=(i=i+Math.imul(b,ut)|0)+Math.imul(_,lt)|0,a=a+Math.imul(_,ut)|0,n=n+Math.imul(y,ft)|0,i=(i=i+Math.imul(y,ht)|0)+Math.imul(m,ft)|0,a=a+Math.imul(m,ht)|0;var Mt=(u+(n=n+Math.imul(d,dt)|0)|0)+((8191&(i=(i=i+Math.imul(d,vt)|0)+Math.imul(v,dt)|0))<<13)|0;u=((a=a+Math.imul(v,vt)|0)+(i>>>13)|0)+(Mt>>>26)|0,Mt&=67108863,n=Math.imul(B,Y),i=(i=Math.imul(B,W))+Math.imul(N,Y)|0,a=Math.imul(N,W),n=n+Math.imul(z,J)|0,i=(i=i+Math.imul(z,K)|0)+Math.imul(R,J)|0,a=a+Math.imul(R,K)|0,n=n+Math.imul(O,Q)|0,i=(i=i+Math.imul(O,tt)|0)+Math.imul(I,Q)|0,a=a+Math.imul(I,tt)|0,n=n+Math.imul(L,rt)|0,i=(i=i+Math.imul(L,nt)|0)+Math.imul(C,rt)|0,a=a+Math.imul(C,nt)|0,n=n+Math.imul(M,at)|0,i=(i=i+Math.imul(M,ot)|0)+Math.imul(S,at)|0,a=a+Math.imul(S,ot)|0,n=n+Math.imul(T,lt)|0,i=(i=i+Math.imul(T,ut)|0)+Math.imul(k,lt)|0,a=a+Math.imul(k,ut)|0,n=n+Math.imul(b,ft)|0,i=(i=i+Math.imul(b,ht)|0)+Math.imul(_,ft)|0,a=a+Math.imul(_,ht)|0;var St=(u+(n=n+Math.imul(y,dt)|0)|0)+((8191&(i=(i=i+Math.imul(y,vt)|0)+Math.imul(m,dt)|0))<<13)|0;u=((a=a+Math.imul(m,vt)|0)+(i>>>13)|0)+(St>>>26)|0,St&=67108863,n=Math.imul(B,J),i=(i=Math.imul(B,K))+Math.imul(N,J)|0,a=Math.imul(N,K),n=n+Math.imul(z,Q)|0,i=(i=i+Math.imul(z,tt)|0)+Math.imul(R,Q)|0,a=a+Math.imul(R,tt)|0,n=n+Math.imul(O,rt)|0,i=(i=i+Math.imul(O,nt)|0)+Math.imul(I,rt)|0,a=a+Math.imul(I,nt)|0,n=n+Math.imul(L,at)|0,i=(i=i+Math.imul(L,ot)|0)+Math.imul(C,at)|0,a=a+Math.imul(C,ot)|0,n=n+Math.imul(M,lt)|0,i=(i=i+Math.imul(M,ut)|0)+Math.imul(S,lt)|0,a=a+Math.imul(S,ut)|0,n=n+Math.imul(T,ft)|0,i=(i=i+Math.imul(T,ht)|0)+Math.imul(k,ft)|0,a=a+Math.imul(k,ht)|0;var Et=(u+(n=n+Math.imul(b,dt)|0)|0)+((8191&(i=(i=i+Math.imul(b,vt)|0)+Math.imul(_,dt)|0))<<13)|0;u=((a=a+Math.imul(_,vt)|0)+(i>>>13)|0)+(Et>>>26)|0,Et&=67108863,n=Math.imul(B,Q),i=(i=Math.imul(B,tt))+Math.imul(N,Q)|0,a=Math.imul(N,tt),n=n+Math.imul(z,rt)|0,i=(i=i+Math.imul(z,nt)|0)+Math.imul(R,rt)|0,a=a+Math.imul(R,nt)|0,n=n+Math.imul(O,at)|0,i=(i=i+Math.imul(O,ot)|0)+Math.imul(I,at)|0,a=a+Math.imul(I,ot)|0,n=n+Math.imul(L,lt)|0,i=(i=i+Math.imul(L,ut)|0)+Math.imul(C,lt)|0,a=a+Math.imul(C,ut)|0,n=n+Math.imul(M,ft)|0,i=(i=i+Math.imul(M,ht)|0)+Math.imul(S,ft)|0,a=a+Math.imul(S,ht)|0;var Lt=(u+(n=n+Math.imul(T,dt)|0)|0)+((8191&(i=(i=i+Math.imul(T,vt)|0)+Math.imul(k,dt)|0))<<13)|0;u=((a=a+Math.imul(k,vt)|0)+(i>>>13)|0)+(Lt>>>26)|0,Lt&=67108863,n=Math.imul(B,rt),i=(i=Math.imul(B,nt))+Math.imul(N,rt)|0,a=Math.imul(N,nt),n=n+Math.imul(z,at)|0,i=(i=i+Math.imul(z,ot)|0)+Math.imul(R,at)|0,a=a+Math.imul(R,ot)|0,n=n+Math.imul(O,lt)|0,i=(i=i+Math.imul(O,ut)|0)+Math.imul(I,lt)|0,a=a+Math.imul(I,ut)|0,n=n+Math.imul(L,ft)|0,i=(i=i+Math.imul(L,ht)|0)+Math.imul(C,ft)|0,a=a+Math.imul(C,ht)|0;var Ct=(u+(n=n+Math.imul(M,dt)|0)|0)+((8191&(i=(i=i+Math.imul(M,vt)|0)+Math.imul(S,dt)|0))<<13)|0;u=((a=a+Math.imul(S,vt)|0)+(i>>>13)|0)+(Ct>>>26)|0,Ct&=67108863,n=Math.imul(B,at),i=(i=Math.imul(B,ot))+Math.imul(N,at)|0,a=Math.imul(N,ot),n=n+Math.imul(z,lt)|0,i=(i=i+Math.imul(z,ut)|0)+Math.imul(R,lt)|0,a=a+Math.imul(R,ut)|0,n=n+Math.imul(O,ft)|0,i=(i=i+Math.imul(O,ht)|0)+Math.imul(I,ft)|0,a=a+Math.imul(I,ht)|0;var Pt=(u+(n=n+Math.imul(L,dt)|0)|0)+((8191&(i=(i=i+Math.imul(L,vt)|0)+Math.imul(C,dt)|0))<<13)|0;u=((a=a+Math.imul(C,vt)|0)+(i>>>13)|0)+(Pt>>>26)|0,Pt&=67108863,n=Math.imul(B,lt),i=(i=Math.imul(B,ut))+Math.imul(N,lt)|0,a=Math.imul(N,ut),n=n+Math.imul(z,ft)|0,i=(i=i+Math.imul(z,ht)|0)+Math.imul(R,ft)|0,a=a+Math.imul(R,ht)|0;var Ot=(u+(n=n+Math.imul(O,dt)|0)|0)+((8191&(i=(i=i+Math.imul(O,vt)|0)+Math.imul(I,dt)|0))<<13)|0;u=((a=a+Math.imul(I,vt)|0)+(i>>>13)|0)+(Ot>>>26)|0,Ot&=67108863,n=Math.imul(B,ft),i=(i=Math.imul(B,ht))+Math.imul(N,ft)|0,a=Math.imul(N,ht);var It=(u+(n=n+Math.imul(z,dt)|0)|0)+((8191&(i=(i=i+Math.imul(z,vt)|0)+Math.imul(R,dt)|0))<<13)|0;u=((a=a+Math.imul(R,vt)|0)+(i>>>13)|0)+(It>>>26)|0,It&=67108863;var Dt=(u+(n=Math.imul(B,dt))|0)+((8191&(i=(i=Math.imul(B,vt))+Math.imul(N,dt)|0))<<13)|0;return u=((a=Math.imul(N,vt))+(i>>>13)|0)+(Dt>>>26)|0,Dt&=67108863,l[0]=gt,l[1]=yt,l[2]=mt,l[3]=xt,l[4]=bt,l[5]=_t,l[6]=wt,l[7]=Tt,l[8]=kt,l[9]=At,l[10]=Mt,l[11]=St,l[12]=Et,l[13]=Lt,l[14]=Ct,l[15]=Pt,l[16]=Ot,l[17]=It,l[18]=Dt,0!==u&&(l[19]=u,r.length++),r};function v(t,e,r){return(new g).mulp(t,e,r)}function g(t,e){this.x=t,this.y=e}Math.imul||(d=p),a.prototype.mulTo=function(t,e){var r,n=this.length+t.length;return r=10===this.length&&10===t.length?d(this,t,e):n<63?p(this,t,e):n<1024?function(t,e,r){r.negative=e.negative^t.negative,r.length=t.length+e.length;for(var n=0,i=0,a=0;a<r.length-1;a++){var o=i;i=0;for(var s=67108863&n,l=Math.min(a,e.length-1),u=Math.max(0,a-t.length+1);u<=l;u++){var c=a-u,f=(0|t.words[c])*(0|e.words[u]),h=67108863&f;s=67108863&(h=h+s|0),i+=(o=(o=o+(f/67108864|0)|0)+(h>>>26)|0)>>>26,o&=67108863}r.words[a]=s,n=o,o=i}return 0!==n?r.words[a]=n:r.length--,r.strip()}(this,t,e):v(this,t,e),r},g.prototype.makeRBT=function(t){for(var e=new Array(t),r=a.prototype._countBits(t)-1,n=0;n<t;n++)e[n]=this.revBin(n,r,t);return e},g.prototype.revBin=function(t,e,r){if(0===t||t===r-1)return t;for(var n=0,i=0;i<e;i++)n|=(1&t)<<e-i-1,t>>=1;return n},g.prototype.permute=function(t,e,r,n,i,a){for(var o=0;o<a;o++)n[o]=e[t[o]],i[o]=r[t[o]]},g.prototype.transform=function(t,e,r,n,i,a){this.permute(a,t,e,r,n,i);for(var o=1;o<i;o<<=1)for(var s=o<<1,l=Math.cos(2*Math.PI/s),u=Math.sin(2*Math.PI/s),c=0;c<i;c+=s)for(var f=l,h=u,p=0;p<o;p++){var d=r[c+p],v=n[c+p],g=r[c+p+o],y=n[c+p+o],m=f*g-h*y;y=f*y+h*g,g=m,r[c+p]=d+g,n[c+p]=v+y,r[c+p+o]=d-g,n[c+p+o]=v-y,p!==s&&(m=l*f-u*h,h=l*h+u*f,f=m)}},g.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&r,i=0;for(r=r/2|0;r;r>>>=1)i++;return 1<<i+1+n},g.prototype.conjugate=function(t,e,r){if(!(r<=1))for(var n=0;n<r/2;n++){var i=t[n];t[n]=t[r-n-1],t[r-n-1]=i,i=e[n],e[n]=-e[r-n-1],e[r-n-1]=-i}},g.prototype.normalize13b=function(t,e){for(var r=0,n=0;n<e/2;n++){var i=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&i,r=i<67108864?0:i/67108864|0}return t},g.prototype.convert13b=function(t,e,r,i){for(var a=0,o=0;o<e;o++)a+=0|t[o],r[2*o]=8191&a,a>>>=13,r[2*o+1]=8191&a,a>>>=13;for(o=2*e;o<i;++o)r[o]=0;n(0===a),n(0==(-8192&a))},g.prototype.stub=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=0;return e},g.prototype.mulp=function(t,e,r){var n=2*this.guessLen13b(t.length,e.length),i=this.makeRBT(n),a=this.stub(n),o=new Array(n),s=new Array(n),l=new Array(n),u=new Array(n),c=new Array(n),f=new Array(n),h=r.words;h.length=n,this.convert13b(t.words,t.length,o,n),this.convert13b(e.words,e.length,u,n),this.transform(o,a,s,l,n,i),this.transform(u,a,c,f,n,i);for(var p=0;p<n;p++){var d=s[p]*c[p]-l[p]*f[p];l[p]=s[p]*f[p]+l[p]*c[p],s[p]=d}return this.conjugate(s,l,n),this.transform(s,l,h,a,n,i),this.conjugate(h,a,n),this.normalize13b(h,n),r.negative=t.negative^e.negative,r.length=t.length+e.length,r.strip()},a.prototype.mul=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),this.mulTo(t,e)},a.prototype.mulf=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),v(this,t,e)},a.prototype.imul=function(t){return this.clone().mulTo(t,this)},a.prototype.imuln=function(t){n(\"number\"==typeof t),n(t<67108864);for(var e=0,r=0;r<this.length;r++){var i=(0|this.words[r])*t,a=(67108863&i)+(67108863&e);e>>=26,e+=i/67108864|0,e+=a>>>26,this.words[r]=67108863&a}return 0!==e&&(this.words[r]=e,this.length++),this},a.prototype.muln=function(t){return this.clone().imuln(t)},a.prototype.sqr=function(){return this.mul(this)},a.prototype.isqr=function(){return this.imul(this.clone())},a.prototype.pow=function(t){var e=function(t){for(var e=new Array(t.bitLength()),r=0;r<e.length;r++){var n=r/26|0,i=r%26;e[r]=(t.words[n]&1<<i)>>>i}return e}(t);if(0===e.length)return new a(1);for(var r=this,n=0;n<e.length&&0===e[n];n++,r=r.sqr());if(++n<e.length)for(var i=r.sqr();n<e.length;n++,i=i.sqr())0!==e[n]&&(r=r.mul(i));return r},a.prototype.iushln=function(t){n(\"number\"==typeof t&&t>=0);var e,r=t%26,i=(t-r)/26,a=67108863>>>26-r<<26-r;if(0!==r){var o=0;for(e=0;e<this.length;e++){var s=this.words[e]&a,l=(0|this.words[e])-s<<r;this.words[e]=l|o,o=s>>>26-r}o&&(this.words[e]=o,this.length++)}if(0!==i){for(e=this.length-1;e>=0;e--)this.words[e+i]=this.words[e];for(e=0;e<i;e++)this.words[e]=0;this.length+=i}return this.strip()},a.prototype.ishln=function(t){return n(0===this.negative),this.iushln(t)},a.prototype.iushrn=function(t,e,r){var i;n(\"number\"==typeof t&&t>=0),i=e?(e-e%26)/26:0;var a=t%26,o=Math.min((t-a)/26,this.length),s=67108863^67108863>>>a<<a,l=r;if(i-=o,i=Math.max(0,i),l){for(var u=0;u<o;u++)l.words[u]=this.words[u];l.length=o}if(0===o);else if(this.length>o)for(this.length-=o,u=0;u<this.length;u++)this.words[u]=this.words[u+o];else this.words[0]=0,this.length=1;var c=0;for(u=this.length-1;u>=0&&(0!==c||u>=i);u--){var f=0|this.words[u];this.words[u]=c<<26-a|f>>>a,c=f&s}return l&&0!==c&&(l.words[l.length++]=c),0===this.length&&(this.words[0]=0,this.length=1),this.strip()},a.prototype.ishrn=function(t,e,r){return n(0===this.negative),this.iushrn(t,e,r)},a.prototype.shln=function(t){return this.clone().ishln(t)},a.prototype.ushln=function(t){return this.clone().iushln(t)},a.prototype.shrn=function(t){return this.clone().ishrn(t)},a.prototype.ushrn=function(t){return this.clone().iushrn(t)},a.prototype.testn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26,i=1<<e;return!(this.length<=r||!(this.words[r]&i))},a.prototype.imaskn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,\"imaskn works only with positive numbers\"),this.length<=r)return this;if(0!==e&&r++,this.length=Math.min(r,this.length),0!==e){var i=67108863^67108863>>>e<<e;this.words[this.length-1]&=i}return this.strip()},a.prototype.maskn=function(t){return this.clone().imaskn(t)},a.prototype.iaddn=function(t){return n(\"number\"==typeof t),n(t<67108864),t<0?this.isubn(-t):0!==this.negative?1===this.length&&(0|this.words[0])<t?(this.words[0]=t-(0|this.words[0]),this.negative=0,this):(this.negative=0,this.isubn(t),this.negative=1,this):this._iaddn(t)},a.prototype._iaddn=function(t){this.words[0]+=t;for(var e=0;e<this.length&&this.words[e]>=67108864;e++)this.words[e]-=67108864,e===this.length-1?this.words[e+1]=1:this.words[e+1]++;return this.length=Math.max(this.length,e+1),this},a.prototype.isubn=function(t){if(n(\"number\"==typeof t),n(t<67108864),t<0)return this.iaddn(-t);if(0!==this.negative)return this.negative=0,this.iaddn(t),this.negative=1,this;if(this.words[0]-=t,1===this.length&&this.words[0]<0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e<this.length&&this.words[e]<0;e++)this.words[e]+=67108864,this.words[e+1]-=1;return this.strip()},a.prototype.addn=function(t){return this.clone().iaddn(t)},a.prototype.subn=function(t){return this.clone().isubn(t)},a.prototype.iabs=function(){return this.negative=0,this},a.prototype.abs=function(){return this.clone().iabs()},a.prototype._ishlnsubmul=function(t,e,r){var i,a,o=t.length+r;this._expand(o);var s=0;for(i=0;i<t.length;i++){a=(0|this.words[i+r])+s;var l=(0|t.words[i])*e;s=((a-=67108863&l)>>26)-(l/67108864|0),this.words[i+r]=67108863&a}for(;i<this.length-r;i++)s=(a=(0|this.words[i+r])+s)>>26,this.words[i+r]=67108863&a;if(0===s)return this.strip();for(n(-1===s),s=0,i=0;i<this.length;i++)s=(a=-(0|this.words[i])+s)>>26,this.words[i]=67108863&a;return this.negative=1,this.strip()},a.prototype._wordDiv=function(t,e){var r=(this.length,t.length),n=this.clone(),i=t,o=0|i.words[i.length-1];0!=(r=26-this._countBits(o))&&(i=i.ushln(r),n.iushln(r),o=0|i.words[i.length-1]);var s,l=n.length-i.length;if(\"mod\"!==e){(s=new a(null)).length=l+1,s.words=new Array(s.length);for(var u=0;u<s.length;u++)s.words[u]=0}var c=n.clone()._ishlnsubmul(i,1,l);0===c.negative&&(n=c,s&&(s.words[l]=1));for(var f=l-1;f>=0;f--){var h=67108864*(0|n.words[i.length+f])+(0|n.words[i.length+f-1]);for(h=Math.min(h/o|0,67108863),n._ishlnsubmul(i,h,f);0!==n.negative;)h--,n.negative=0,n._ishlnsubmul(i,1,f),n.isZero()||(n.negative^=1);s&&(s.words[f]=h)}return s&&s.strip(),n.strip(),\"div\"!==e&&0!==r&&n.iushrn(r),{div:s||null,mod:n}},a.prototype.divmod=function(t,e,r){return n(!t.isZero()),this.isZero()?{div:new a(0),mod:new a(0)}:0!==this.negative&&0===t.negative?(s=this.neg().divmod(t,e),\"mod\"!==e&&(i=s.div.neg()),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.iadd(t)),{div:i,mod:o}):0===this.negative&&0!==t.negative?(s=this.divmod(t.neg(),e),\"mod\"!==e&&(i=s.div.neg()),{div:i,mod:s.mod}):0!=(this.negative&t.negative)?(s=this.neg().divmod(t.neg(),e),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.isub(t)),{div:s.div,mod:o}):t.length>this.length||this.cmp(t)<0?{div:new a(0),mod:this}:1===t.length?\"div\"===e?{div:this.divn(t.words[0]),mod:null}:\"mod\"===e?{div:null,mod:new a(this.modn(t.words[0]))}:{div:this.divn(t.words[0]),mod:new a(this.modn(t.words[0]))}:this._wordDiv(t,e);var i,o,s},a.prototype.div=function(t){return this.divmod(t,\"div\",!1).div},a.prototype.mod=function(t){return this.divmod(t,\"mod\",!1).mod},a.prototype.umod=function(t){return this.divmod(t,\"mod\",!0).mod},a.prototype.divRound=function(t){var e=this.divmod(t);if(e.mod.isZero())return e.div;var r=0!==e.div.negative?e.mod.isub(t):e.mod,n=t.ushrn(1),i=t.andln(1),a=r.cmp(n);return a<0||1===i&&0===a?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},a.prototype.modn=function(t){n(t<=67108863);for(var e=(1<<26)%t,r=0,i=this.length-1;i>=0;i--)r=(e*r+(0|this.words[i]))%t;return r},a.prototype.idivn=function(t){n(t<=67108863);for(var e=0,r=this.length-1;r>=0;r--){var i=(0|this.words[r])+67108864*e;this.words[r]=i/t|0,e=i%t}return this.strip()},a.prototype.divn=function(t){return this.clone().idivn(t)},a.prototype.egcd=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i=new a(1),o=new a(0),s=new a(0),l=new a(1),u=0;e.isEven()&&r.isEven();)e.iushrn(1),r.iushrn(1),++u;for(var c=r.clone(),f=e.clone();!e.isZero();){for(var h=0,p=1;0==(e.words[0]&p)&&h<26;++h,p<<=1);if(h>0)for(e.iushrn(h);h-- >0;)(i.isOdd()||o.isOdd())&&(i.iadd(c),o.isub(f)),i.iushrn(1),o.iushrn(1);for(var d=0,v=1;0==(r.words[0]&v)&&d<26;++d,v<<=1);if(d>0)for(r.iushrn(d);d-- >0;)(s.isOdd()||l.isOdd())&&(s.iadd(c),l.isub(f)),s.iushrn(1),l.iushrn(1);e.cmp(r)>=0?(e.isub(r),i.isub(s),o.isub(l)):(r.isub(e),s.isub(i),l.isub(o))}return{a:s,b:l,gcd:r.iushln(u)}},a.prototype._invmp=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i,o=new a(1),s=new a(0),l=r.clone();e.cmpn(1)>0&&r.cmpn(1)>0;){for(var u=0,c=1;0==(e.words[0]&c)&&u<26;++u,c<<=1);if(u>0)for(e.iushrn(u);u-- >0;)o.isOdd()&&o.iadd(l),o.iushrn(1);for(var f=0,h=1;0==(r.words[0]&h)&&f<26;++f,h<<=1);if(f>0)for(r.iushrn(f);f-- >0;)s.isOdd()&&s.iadd(l),s.iushrn(1);e.cmp(r)>=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(i=0===e.cmpn(1)?o:s).cmpn(0)<0&&i.iadd(t),i},a.prototype.gcd=function(t){if(this.isZero())return t.abs();if(t.isZero())return this.abs();var e=this.clone(),r=t.clone();e.negative=0,r.negative=0;for(var n=0;e.isEven()&&r.isEven();n++)e.iushrn(1),r.iushrn(1);for(;;){for(;e.isEven();)e.iushrn(1);for(;r.isEven();)r.iushrn(1);var i=e.cmp(r);if(i<0){var a=e;e=r,r=a}else if(0===i||0===r.cmpn(1))break;e.isub(r)}return r.iushln(n)},a.prototype.invm=function(t){return this.egcd(t).a.umod(t)},a.prototype.isEven=function(){return 0==(1&this.words[0])},a.prototype.isOdd=function(){return 1==(1&this.words[0])},a.prototype.andln=function(t){return this.words[0]&t},a.prototype.bincn=function(t){n(\"number\"==typeof t);var e=t%26,r=(t-e)/26,i=1<<e;if(this.length<=r)return this._expand(r+1),this.words[r]|=i,this;for(var a=i,o=r;0!==a&&o<this.length;o++){var s=0|this.words[o];a=(s+=a)>>>26,s&=67108863,this.words[o]=s}return 0!==a&&(this.words[o]=a,this.length++),this},a.prototype.isZero=function(){return 1===this.length&&0===this.words[0]},a.prototype.cmpn=function(t){var e,r=t<0;if(0!==this.negative&&!r)return-1;if(0===this.negative&&r)return 1;if(this.strip(),this.length>1)e=1;else{r&&(t=-t),n(t<=67108863,\"Number is too big\");var i=0|this.words[0];e=i===t?0:i<t?-1:1}return 0!==this.negative?0|-e:e},a.prototype.cmp=function(t){if(0!==this.negative&&0===t.negative)return-1;if(0===this.negative&&0!==t.negative)return 1;var e=this.ucmp(t);return 0!==this.negative?0|-e:e},a.prototype.ucmp=function(t){if(this.length>t.length)return 1;if(this.length<t.length)return-1;for(var e=0,r=this.length-1;r>=0;r--){var n=0|this.words[r],i=0|t.words[r];if(n!==i){n<i?e=-1:n>i&&(e=1);break}}return e},a.prototype.gtn=function(t){return 1===this.cmpn(t)},a.prototype.gt=function(t){return 1===this.cmp(t)},a.prototype.gten=function(t){return this.cmpn(t)>=0},a.prototype.gte=function(t){return this.cmp(t)>=0},a.prototype.ltn=function(t){return-1===this.cmpn(t)},a.prototype.lt=function(t){return-1===this.cmp(t)},a.prototype.lten=function(t){return this.cmpn(t)<=0},a.prototype.lte=function(t){return this.cmp(t)<=0},a.prototype.eqn=function(t){return 0===this.cmpn(t)},a.prototype.eq=function(t){return 0===this.cmp(t)},a.red=function(t){return new T(t)},a.prototype.toRed=function(t){return n(!this.red,\"Already a number in reduction context\"),n(0===this.negative,\"red works only with positives\"),t.convertTo(this)._forceRed(t)},a.prototype.fromRed=function(){return n(this.red,\"fromRed works only with numbers in reduction context\"),this.red.convertFrom(this)},a.prototype._forceRed=function(t){return this.red=t,this},a.prototype.forceRed=function(t){return n(!this.red,\"Already a number in reduction context\"),this._forceRed(t)},a.prototype.redAdd=function(t){return n(this.red,\"redAdd works only with red numbers\"),this.red.add(this,t)},a.prototype.redIAdd=function(t){return n(this.red,\"redIAdd works only with red numbers\"),this.red.iadd(this,t)},a.prototype.redSub=function(t){return n(this.red,\"redSub works only with red numbers\"),this.red.sub(this,t)},a.prototype.redISub=function(t){return n(this.red,\"redISub works only with red numbers\"),this.red.isub(this,t)},a.prototype.redShl=function(t){return n(this.red,\"redShl works only with red numbers\"),this.red.shl(this,t)},a.prototype.redMul=function(t){return n(this.red,\"redMul works only with red numbers\"),this.red._verify2(this,t),this.red.mul(this,t)},a.prototype.redIMul=function(t){return n(this.red,\"redMul works only with red numbers\"),this.red._verify2(this,t),this.red.imul(this,t)},a.prototype.redSqr=function(){return n(this.red,\"redSqr works only with red numbers\"),this.red._verify1(this),this.red.sqr(this)},a.prototype.redISqr=function(){return n(this.red,\"redISqr works only with red numbers\"),this.red._verify1(this),this.red.isqr(this)},a.prototype.redSqrt=function(){return n(this.red,\"redSqrt works only with red numbers\"),this.red._verify1(this),this.red.sqrt(this)},a.prototype.redInvm=function(){return n(this.red,\"redInvm works only with red numbers\"),this.red._verify1(this),this.red.invm(this)},a.prototype.redNeg=function(){return n(this.red,\"redNeg works only with red numbers\"),this.red._verify1(this),this.red.neg(this)},a.prototype.redPow=function(t){return n(this.red&&!t.red,\"redPow(normalNum)\"),this.red._verify1(this),this.red.pow(this,t)};var y={k256:null,p224:null,p192:null,p25519:null};function m(t,e){this.name=t,this.p=new a(e,16),this.n=this.p.bitLength(),this.k=new a(1).iushln(this.n).isub(this.p),this.tmp=this._tmp()}function x(){m.call(this,\"k256\",\"ffffffff ffffffff ffffffff ffffffff ffffffff ffffffff fffffffe fffffc2f\")}function b(){m.call(this,\"p224\",\"ffffffff ffffffff ffffffff ffffffff 00000000 00000000 00000001\")}function _(){m.call(this,\"p192\",\"ffffffff ffffffff ffffffff fffffffe ffffffff ffffffff\")}function w(){m.call(this,\"25519\",\"7fffffffffffffff ffffffffffffffff ffffffffffffffff ffffffffffffffed\")}function T(t){if(\"string\"==typeof t){var e=a._prime(t);this.m=e.p,this.prime=e}else n(t.gtn(1),\"modulus must be greater than 1\"),this.m=t,this.prime=null}function k(t){T.call(this,t),this.shift=this.m.bitLength(),this.shift%26!=0&&(this.shift+=26-this.shift%26),this.r=new a(1).iushln(this.shift),this.r2=this.imod(this.r.sqr()),this.rinv=this.r._invmp(this.m),this.minv=this.rinv.mul(this.r).isubn(1).div(this.m),this.minv=this.minv.umod(this.r),this.minv=this.r.sub(this.minv)}m.prototype._tmp=function(){var t=new a(null);return t.words=new Array(Math.ceil(this.n/13)),t},m.prototype.ireduce=function(t){var e,r=t;do{this.split(r,this.tmp),e=(r=(r=this.imulK(r)).iadd(this.tmp)).bitLength()}while(e>this.n);var n=e<this.n?-1:r.ucmp(this.p);return 0===n?(r.words[0]=0,r.length=1):n>0?r.isub(this.p):void 0!==r.strip?r.strip():r._strip(),r},m.prototype.split=function(t,e){t.iushrn(this.n,0,e)},m.prototype.imulK=function(t){return t.imul(this.k)},i(x,m),x.prototype.split=function(t,e){for(var r=4194303,n=Math.min(t.length,9),i=0;i<n;i++)e.words[i]=t.words[i];if(e.length=n,t.length<=9)return t.words[0]=0,void(t.length=1);var a=t.words[9];for(e.words[e.length++]=a&r,i=10;i<t.length;i++){var o=0|t.words[i];t.words[i-10]=(o&r)<<4|a>>>22,a=o}a>>>=22,t.words[i-10]=a,0===a&&t.length>10?t.length-=10:t.length-=9},x.prototype.imulK=function(t){t.words[t.length]=0,t.words[t.length+1]=0,t.length+=2;for(var e=0,r=0;r<t.length;r++){var n=0|t.words[r];e+=977*n,t.words[r]=67108863&e,e=64*n+(e/67108864|0)}return 0===t.words[t.length-1]&&(t.length--,0===t.words[t.length-1]&&t.length--),t},i(b,m),i(_,m),i(w,m),w.prototype.imulK=function(t){for(var e=0,r=0;r<t.length;r++){var n=19*(0|t.words[r])+e,i=67108863&n;n>>>=26,t.words[r]=i,e=n}return 0!==e&&(t.words[t.length++]=e),t},a._prime=function(t){if(y[t])return y[t];var e;if(\"k256\"===t)e=new x;else if(\"p224\"===t)e=new b;else if(\"p192\"===t)e=new _;else{if(\"p25519\"!==t)throw new Error(\"Unknown prime \"+t);e=new w}return y[t]=e,e},T.prototype._verify1=function(t){n(0===t.negative,\"red works only with positives\"),n(t.red,\"red works only with red numbers\")},T.prototype._verify2=function(t,e){n(0==(t.negative|e.negative),\"red works only with positives\"),n(t.red&&t.red===e.red,\"red works only with red numbers\")},T.prototype.imod=function(t){return this.prime?this.prime.ireduce(t)._forceRed(this):t.umod(this.m)._forceRed(this)},T.prototype.neg=function(t){return t.isZero()?t.clone():this.m.sub(t)._forceRed(this)},T.prototype.add=function(t,e){this._verify2(t,e);var r=t.add(e);return r.cmp(this.m)>=0&&r.isub(this.m),r._forceRed(this)},T.prototype.iadd=function(t,e){this._verify2(t,e);var r=t.iadd(e);return r.cmp(this.m)>=0&&r.isub(this.m),r},T.prototype.sub=function(t,e){this._verify2(t,e);var r=t.sub(e);return r.cmpn(0)<0&&r.iadd(this.m),r._forceRed(this)},T.prototype.isub=function(t,e){this._verify2(t,e);var r=t.isub(e);return r.cmpn(0)<0&&r.iadd(this.m),r},T.prototype.shl=function(t,e){return this._verify1(t),this.imod(t.ushln(e))},T.prototype.imul=function(t,e){return this._verify2(t,e),this.imod(t.imul(e))},T.prototype.mul=function(t,e){return this._verify2(t,e),this.imod(t.mul(e))},T.prototype.isqr=function(t){return this.imul(t,t.clone())},T.prototype.sqr=function(t){return this.mul(t,t)},T.prototype.sqrt=function(t){if(t.isZero())return t.clone();var e=this.m.andln(3);if(n(e%2==1),3===e){var r=this.m.add(new a(1)).iushrn(2);return this.pow(t,r)}for(var i=this.m.subn(1),o=0;!i.isZero()&&0===i.andln(1);)o++,i.iushrn(1);n(!i.isZero());var s=new a(1).toRed(this),l=s.redNeg(),u=this.m.subn(1).iushrn(1),c=this.m.bitLength();for(c=new a(2*c*c).toRed(this);0!==this.pow(c,u).cmp(l);)c.redIAdd(l);for(var f=this.pow(c,i),h=this.pow(t,i.addn(1).iushrn(1)),p=this.pow(t,i),d=o;0!==p.cmp(s);){for(var v=p,g=0;0!==v.cmp(s);g++)v=v.redSqr();n(g<d);var y=this.pow(f,new a(1).iushln(d-g-1));h=h.redMul(y),f=y.redSqr(),p=p.redMul(f),d=g}return h},T.prototype.invm=function(t){var e=t._invmp(this.m);return 0!==e.negative?(e.negative=0,this.imod(e).redNeg()):this.imod(e)},T.prototype.pow=function(t,e){if(e.isZero())return new a(1).toRed(this);if(0===e.cmpn(1))return t.clone();var r=new Array(16);r[0]=new a(1).toRed(this),r[1]=t;for(var n=2;n<r.length;n++)r[n]=this.mul(r[n-1],t);var i=r[0],o=0,s=0,l=e.bitLength()%26;for(0===l&&(l=26),n=e.length-1;n>=0;n--){for(var u=e.words[n],c=l-1;c>=0;c--){var 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s=(o=a.left=r(o)).right=r(o.right),a.left=s.right,o.right=s.left,s.right=a,s.left=o,s._color=a._color,a._color=1,o._color=1,e._color=1,i(a),i(o),i(s),l>1&&((u=t[l-2]).right===a?u.right=s:u.left=s),void(t[l-1]=s);if(1===o._color){if(0===a._color)return a._color=1,void(a.left=n(0,o));a.left=n(0,o);continue}var u;o=r(o),a.left=o.right,o.right=a,o._color=a._color,a._color=0,i(a),i(o),l>1&&((u=t[l-2]).right===a?u.right=o:u.left=o),t[l-1]=o,t[l]=a,l+1<t.length?t[l+1]=e:t.push(e),l+=2}}}(o),p.left===s?p.left=null:p.right=null,new a(this.tree._compare,o[0])},Object.defineProperty(f,\"key\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].key},enumerable:!0}),Object.defineProperty(f,\"value\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].value},enumerable:!0}),Object.defineProperty(f,\"index\",{get:function(){var t=0,e=this._stack;if(0===e.length){var r=this.tree.root;return r?r._count:0}e[e.length-1].left&&(t=e[e.length-1].left._count);for(var n=e.length-2;n>=0;--n)e[n+1]===e[n].right&&(++t,e[n].left&&(t+=e[n].left._count));return t},enumerable:!0}),f.next=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.right)for(e=e.right;e;)t.push(e),e=e.left;else for(t.pop();t.length>0&&t[t.length-1].right===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(f,\"hasNext\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].right)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].left===t[e])return!0;return!1}}),f.update=function(t){var r=this._stack;if(0===r.length)throw new Error(\"Can't update empty node!\");var n=new Array(r.length),i=r[r.length-1];n[n.length-1]=new e(i._color,i.key,t,i.left,i.right,i._count);for(var o=r.length-2;o>=0;--o)(i=r[o]).left===r[o+1]?n[o]=new e(i._color,i.key,i.value,n[o+1],i.right,i._count):n[o]=new e(i._color,i.key,i.value,i.left,n[o+1],i._count);return new a(this.tree._compare,n[0])},f.prev=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.left)for(e=e.left;e;)t.push(e),e=e.right;else for(t.pop();t.length>0&&t[t.length-1].left===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(f,\"hasPrev\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].left)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].right===t[e])return!0;return!1}})},7453:function(t,e,r){\"use strict\";t.exports=function(t,e){var r=new c(t);return r.update(e),r};var n=r(9557),i=r(1681),a=r(1011),o=r(2864),s=r(8468),l=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]);function u(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function c(t){this.gl=t,this.pixelRatio=1,this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.autoTicks=!0,this.tickSpacing=[1,1,1],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickAlign=[\"auto\",\"auto\",\"auto\"],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[10,10,10],this.lastCubeProps={cubeEdges:[0,0,0],axis:[0,0,0]},this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=\"sans-serif\",this.labelSize=[20,20,20],this.labelAngle=[0,0,0],this.labelAlign=[\"auto\",\"auto\",\"auto\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[10,10,10],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[0,0,0],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!1,!1,!1],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._firstInit=!0,this._text=null,this._lines=null,this._background=a(t)}var f=c.prototype;function h(){this.primalOffset=[0,0,0],this.primalMinor=[0,0,0],this.mirrorOffset=[0,0,0],this.mirrorMinor=[0,0,0]}f.update=function(t){function e(e,r,n){if(n in t){var i,a=t[n],o=this[n];(e?Array.isArray(a)&&Array.isArray(a[0]):Array.isArray(a))?this[n]=i=[r(a[0]),r(a[1]),r(a[2])]:this[n]=i=[r(a),r(a),r(a)];for(var s=0;s<3;++s)if(i[s]!==o[s])return!0}return!1}t=t||{};var r,a=e.bind(this,!1,Number),o=e.bind(this,!1,Boolean),l=e.bind(this,!1,String),u=e.bind(this,!0,(function(t){if(Array.isArray(t)){if(3===t.length)return[+t[0],+t[1],+t[2],1];if(4===t.length)return[+t[0],+t[1],+t[2],+t[3]]}return[0,0,0,1]})),c=!1,f=!1;if(\"bounds\"in t)for(var h=t.bounds,p=0;p<2;++p)for(var d=0;d<3;++d)h[p][d]!==this.bounds[p][d]&&(f=!0),this.bounds[p][d]=h[p][d];if(\"ticks\"in t)for(r=t.ticks,c=!0,this.autoTicks=!1,p=0;p<3;++p)this.tickSpacing[p]=0;else a(\"tickSpacing\")&&(this.autoTicks=!0,f=!0);if(this._firstInit&&(\"ticks\"in t||\"tickSpacing\"in t||(this.autoTicks=!0),f=!0,c=!0,this._firstInit=!1),f&&this.autoTicks&&(r=s.create(this.bounds,this.tickSpacing),c=!0),c){for(p=0;p<3;++p)r[p].sort((function(t,e){return t.x-e.x}));s.equal(r,this.ticks)?c=!1:this.ticks=r}o(\"tickEnable\"),l(\"tickFont\")&&(c=!0),a(\"tickSize\"),a(\"tickAngle\"),a(\"tickPad\"),u(\"tickColor\");var v=l(\"labels\");l(\"labelFont\")&&(v=!0),o(\"labelEnable\"),a(\"labelSize\"),a(\"labelPad\"),u(\"labelColor\"),o(\"lineEnable\"),o(\"lineMirror\"),a(\"lineWidth\"),u(\"lineColor\"),o(\"lineTickEnable\"),o(\"lineTickMirror\"),a(\"lineTickLength\"),a(\"lineTickWidth\"),u(\"lineTickColor\"),o(\"gridEnable\"),a(\"gridWidth\"),u(\"gridColor\"),o(\"zeroEnable\"),u(\"zeroLineColor\"),a(\"zeroLineWidth\"),o(\"backgroundEnable\"),u(\"backgroundColor\"),this._text?this._text&&(v||c)&&this._text.update(this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont):this._text=n(this.gl,this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont),this._lines&&c&&(this._lines.dispose(),this._lines=null),this._lines||(this._lines=i(this.gl,this.bounds,this.ticks))};var p=[new h,new h,new h];function d(t,e,r,n,i){for(var a=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,u=n[e],c=0;c<3;++c)if(e!==c){var f=a,h=s,p=o,d=l;u&1<<c&&(f=s,h=a,p=l,d=o),f[c]=r[0][c],h[c]=r[1][c],i[c]>0?(p[c]=-1,d[c]=0):(p[c]=0,d[c]=1)}}var v=[0,0,0],g={model:l,view:l,projection:l,_ortho:!1};f.isOpaque=function(){return!0},f.isTransparent=function(){return!1},f.drawTransparent=function(t){};var y=[0,0,0],m=[0,0,0],x=[0,0,0];f.draw=function(t){t=t||g;for(var e=this.gl,r=t.model||l,n=t.view||l,i=t.projection||l,a=this.bounds,s=t._ortho||!1,c=o(r,n,i,a,s),f=c.cubeEdges,h=c.axis,b=n[12],_=n[13],w=n[14],T=n[15],k=(s?2:1)*this.pixelRatio*(i[3]*b+i[7]*_+i[11]*w+i[15]*T)/e.drawingBufferHeight,A=0;A<3;++A)this.lastCubeProps.cubeEdges[A]=f[A],this.lastCubeProps.axis[A]=h[A];var M=p;for(A=0;A<3;++A)d(p[A],A,this.bounds,f,h);e=this.gl;var S,E,L,C=v;for(A=0;A<3;++A)this.backgroundEnable[A]?C[A]=h[A]:C[A]=0;for(this._background.draw(r,n,i,a,C,this.backgroundColor),this._lines.bind(r,n,i,this),A=0;A<3;++A){var P=[0,0,0];h[A]>0?P[A]=a[1][A]:P[A]=a[0][A];for(var O=0;O<2;++O){var I=(A+1+O)%3,D=(A+1+(1^O))%3;this.gridEnable[I]&&this._lines.drawGrid(I,D,this.bounds,P,this.gridColor[I],this.gridWidth[I]*this.pixelRatio)}for(O=0;O<2;++O)I=(A+1+O)%3,D=(A+1+(1^O))%3,this.zeroEnable[D]&&Math.min(a[0][D],a[1][D])<=0&&Math.max(a[0][D],a[1][D])>=0&&this._lines.drawZero(I,D,this.bounds,P,this.zeroLineColor[D],this.zeroLineWidth[D]*this.pixelRatio)}for(A=0;A<3;++A){this.lineEnable[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].primalOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio),this.lineMirror[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].mirrorOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio);var z=u(y,M[A].primalMinor),R=u(m,M[A].mirrorMinor),F=this.lineTickLength;for(O=0;O<3;++O){var B=k/r[5*O];z[O]*=F[O]*B,R[O]*=F[O]*B}this.lineTickEnable[A]&&this._lines.drawAxisTicks(A,M[A].primalOffset,z,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio),this.lineTickMirror[A]&&this._lines.drawAxisTicks(A,M[A].mirrorOffset,R,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio)}function N(t){(L=[0,0,0])[t]=1}function j(t,e,r){var n=(t+1)%3,i=(t+2)%3,a=e[n],o=e[i],s=r[n],l=r[i];a>0&&l>0||a>0&&l<0||a<0&&l>0||a<0&&l<0?N(n):(o>0&&s>0||o>0&&s<0||o<0&&s>0||o<0&&s<0)&&N(i)}for(this._lines.unbind(),this._text.bind(r,n,i,this.pixelRatio),A=0;A<3;++A){var U=M[A].primalMinor,V=M[A].mirrorMinor,H=u(x,M[A].primalOffset);for(O=0;O<3;++O)this.lineTickEnable[A]&&(H[O]+=k*U[O]*Math.max(this.lineTickLength[O],0)/r[5*O]);var q=[0,0,0];if(q[A]=1,this.tickEnable[A]){for(-3600===this.tickAngle[A]?(this.tickAngle[A]=0,this.tickAlign[A]=\"auto\"):this.tickAlign[A]=-1,E=1,\"auto\"===(S=[this.tickAlign[A],.5,E])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),L=[0,0,0],j(A,U,V),O=0;O<3;++O)H[O]+=k*U[O]*this.tickPad[O]/r[5*O];this._text.drawTicks(A,this.tickSize[A],this.tickAngle[A],H,this.tickColor[A],q,L,S)}if(this.labelEnable[A]){for(E=0,L=[0,0,0],this.labels[A].length>4&&(N(A),E=1),\"auto\"===(S=[this.labelAlign[A],.5,E])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),O=0;O<3;++O)H[O]+=k*U[O]*this.labelPad[O]/r[5*O];H[A]+=.5*(a[0][A]+a[1][A]),this._text.drawLabel(A,this.labelSize[A],this.labelAngle[A],H,this.labelColor[A],[0,0,0],L,S)}}this._text.unbind()},f.dispose=function(){this._text.dispose(),this._lines.dispose(),this._background.dispose(),this._lines=null,this._text=null,this._background=null,this.gl=null}},1011:function(t,e,r){\"use strict\";t.exports=function(t){for(var e=[],r=[],s=0,l=0;l<3;++l)for(var u=(l+1)%3,c=(l+2)%3,f=[0,0,0],h=[0,0,0],p=-1;p<=1;p+=2){r.push(s,s+2,s+1,s+1,s+2,s+3),f[l]=p,h[l]=p;for(var d=-1;d<=1;d+=2){f[u]=d;for(var v=-1;v<=1;v+=2)f[c]=v,e.push(f[0],f[1],f[2],h[0],h[1],h[2]),s+=1}var g=u;u=c,c=g}var y=n(t,new Float32Array(e)),m=n(t,new Uint16Array(r),t.ELEMENT_ARRAY_BUFFER),x=i(t,[{buffer:y,type:t.FLOAT,size:3,offset:0,stride:24},{buffer:y,type:t.FLOAT,size:3,offset:12,stride:24}],m),b=a(t);return b.attributes.position.location=0,b.attributes.normal.location=1,new o(t,y,x,b)};var n=r(5827),i=r(2944),a=r(1943).bg;function o(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n}var s=o.prototype;s.draw=function(t,e,r,n,i,a){for(var o=!1,s=0;s<3;++s)o=o||i[s];if(o){var l=this.gl;l.enable(l.POLYGON_OFFSET_FILL),l.polygonOffset(1,2),this.shader.bind(),this.shader.uniforms={model:t,view:e,projection:r,bounds:n,enable:i,colors:a},this.vao.bind(),this.vao.draw(this.gl.TRIANGLES,36),this.vao.unbind(),l.disable(l.POLYGON_OFFSET_FILL)}},s.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},2864:function(t,e,r){\"use strict\";t.exports=function(t,e,r,a,p){i(s,e,t),i(s,r,s);for(var m=0,x=0;x<2;++x){c[2]=a[x][2];for(var b=0;b<2;++b){c[1]=a[b][1];for(var _=0;_<2;++_)c[0]=a[_][0],h(l[m],c,s),m+=1}}var w=-1;for(x=0;x<8;++x){for(var T=l[x][3],k=0;k<3;++k)u[x][k]=l[x][k]/T;p&&(u[x][2]*=-1),T<0&&(w<0||u[x][2]<u[w][2])&&(w=x)}if(w<0){w=0;for(var A=0;A<3;++A){for(var M=(A+2)%3,S=(A+1)%3,E=-1,L=-1,C=0;C<2;++C){var P=(I=C<<A)+(C<<M)+(1-C<<S),O=I+(1-C<<M)+(C<<S);o(u[I],u[P],u[O],f)<0||(C?E=1:L=1)}if(E<0||L<0)L>E&&(w|=1<<A);else{for(C=0;C<2;++C){P=(I=C<<A)+(C<<M)+(1-C<<S),O=I+(1-C<<M)+(C<<S);var I,D=d([l[I],l[P],l[O],l[I+(1<<M)+(1<<S)]]);C?E=D:L=D}L>E&&(w|=1<<A)}}}var z=7^w,R=-1;for(x=0;x<8;++x)x!==w&&x!==z&&(R<0||u[R][1]>u[x][1])&&(R=x);var F=-1;for(x=0;x<3;++x)(N=R^1<<x)!==w&&N!==z&&(F<0&&(F=N),(S=u[N])[0]<u[F][0]&&(F=N));var B=-1;for(x=0;x<3;++x){var N;(N=R^1<<x)!==w&&N!==z&&N!==F&&(B<0&&(B=N),(S=u[N])[0]>u[B][0]&&(B=N))}var j=v;j[0]=j[1]=j[2]=0,j[n.log2(F^R)]=R&F,j[n.log2(R^B)]=R&B;var U=7^B;U===w||U===z?(U=7^F,j[n.log2(B^U)]=U&B):j[n.log2(F^U)]=U&F;var V=g,H=w;for(A=0;A<3;++A)V[A]=H&1<<A?-1:1;return y};var n=r(2288),i=r(104),a=r(4670),o=r(417),s=new Array(16),l=new Array(8),u=new Array(8),c=new Array(3),f=[0,0,0];function h(t,e,r){for(var n=0;n<4;++n){t[n]=r[12+n];for(var i=0;i<3;++i)t[n]+=e[i]*r[4*i+n]}}!function(){for(var t=0;t<8;++t)l[t]=[1,1,1,1],u[t]=[1,1,1]}();var p=[[0,0,1,0,0],[0,0,-1,1,0],[0,-1,0,1,0],[0,1,0,1,0],[-1,0,0,1,0],[1,0,0,1,0]];function d(t){for(var e=0;e<p.length;++e)if((t=a.positive(t,p[e])).length<3)return 0;var r=t[0],n=r[0]/r[3],i=r[1]/r[3],o=0;for(e=1;e+1<t.length;++e){var s=t[e],l=t[e+1],u=s[0]/s[3]-n,c=s[1]/s[3]-i,f=l[0]/l[3]-n,h=l[1]/l[3]-i;o+=Math.abs(u*h-c*f)}return o}var v=[1,1,1],g=[0,0,0],y={cubeEdges:v,axis:g}},1681:function(t,e,r){\"use strict\";t.exports=function(t,e,r){var o=[],s=[0,0,0],l=[0,0,0],u=[0,0,0],c=[0,0,0];o.push(0,0,1,0,1,1,0,0,-1,0,0,-1,0,1,1,0,1,-1);for(var f=0;f<3;++f){for(var h=o.length/3|0,d=0;d<r[f].length;++d){var v=+r[f][d].x;o.push(v,0,1,v,1,1,v,0,-1,v,0,-1,v,1,1,v,1,-1)}var g=o.length/3|0;s[f]=h,l[f]=g-h,h=o.length/3|0;for(var y=0;y<r[f].length;++y)v=+r[f][y].x,o.push(v,0,1,v,1,1,v,0,-1,v,0,-1,v,1,1,v,1,-1);g=o.length/3|0,u[f]=h,c[f]=g-h}var m=n(t,new Float32Array(o)),x=i(t,[{buffer:m,type:t.FLOAT,size:3,stride:0,offset:0}]),b=a(t);return b.attributes.position.location=0,new p(t,m,x,b,l,s,c,u)};var n=r(5827),i=r(2944),a=r(1943).j,o=[0,0,0],s=[0,0,0],l=[0,0,0],u=[0,0,0],c=[1,1];function f(t){return t[0]=t[1]=t[2]=0,t}function h(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function p(t,e,r,n,i,a,o,s){this.gl=t,this.vertBuffer=e,this.vao=r,this.shader=n,this.tickCount=i,this.tickOffset=a,this.gridCount=o,this.gridOffset=s}var d=p.prototype;d.bind=function(t,e,r){this.shader.bind(),this.shader.uniforms.model=t,this.shader.uniforms.view=e,this.shader.uniforms.projection=r,c[0]=this.gl.drawingBufferWidth,c[1]=this.gl.drawingBufferHeight,this.shader.uniforms.screenShape=c,this.vao.bind()},d.unbind=function(){this.vao.unbind()},d.drawAxisLine=function(t,e,r,n,i){var a=f(s);this.shader.uniforms.majorAxis=s,a[t]=e[1][t]-e[0][t],this.shader.uniforms.minorAxis=a;var o,c=h(u,r);c[t]+=e[0][t],this.shader.uniforms.offset=c,this.shader.uniforms.lineWidth=i,this.shader.uniforms.color=n,(o=f(l))[(t+2)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6),(o=f(l))[(t+1)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6)},d.drawAxisTicks=function(t,e,r,n,i){if(this.tickCount[t]){var a=f(o);a[t]=1,this.shader.uniforms.majorAxis=a,this.shader.uniforms.offset=e,this.shader.uniforms.minorAxis=r,this.shader.uniforms.color=n,this.shader.uniforms.lineWidth=i;var s=f(l);s[t]=1,this.shader.uniforms.screenAxis=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t])}},d.drawGrid=function(t,e,r,n,i,a){if(this.gridCount[t]){var c=f(s);c[e]=r[1][e]-r[0][e],this.shader.uniforms.minorAxis=c;var p=h(u,n);p[e]+=r[0][e],this.shader.uniforms.offset=p;var d=f(o);d[t]=1,this.shader.uniforms.majorAxis=d;var v=f(l);v[t]=1,this.shader.uniforms.screenAxis=v,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,this.gridCount[t],this.gridOffset[t])}},d.drawZero=function(t,e,r,n,i,a){var o=f(s);this.shader.uniforms.majorAxis=o,o[t]=r[1][t]-r[0][t],this.shader.uniforms.minorAxis=o;var c=h(u,n);c[t]+=r[0][t],this.shader.uniforms.offset=c;var p=f(l);p[e]=1,this.shader.uniforms.screenAxis=p,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,6)},d.dispose=function(){this.vao.dispose(),this.vertBuffer.dispose(),this.shader.dispose()}},1943:function(t,e,r){\"use strict\";var n=r(6832),i=r(5158),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, majorAxis, minorAxis, screenAxis;\\nuniform float lineWidth;\\nuniform vec2 screenShape;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nvoid main() {\\n  vec3 major = position.x * majorAxis;\\n  vec3 minor = position.y * minorAxis;\\n\\n  vec3 vPosition = major + minor + offset;\\n  vec3 pPosition = project(vPosition);\\n  vec3 offset = project(vPosition + screenAxis * position.z);\\n\\n  vec2 screen = normalize((offset - pPosition).xy * screenShape) / screenShape;\\n\\n  gl_Position = vec4(pPosition + vec3(0.5 * screen * lineWidth, 0), 1.0);\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);e.j=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"}])};var s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, axis, alignDir, alignOpt;\\nuniform float scale, angle, pixelScale;\\nuniform vec2 resolution;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nfloat computeViewAngle(vec3 a, vec3 b) {\\n  vec3 A = project(a);\\n  vec3 B = project(b);\\n\\n  return atan(\\n    (B.y - A.y) * resolution.y,\\n    (B.x - A.x) * resolution.x\\n  );\\n}\\n\\nconst float PI = 3.141592;\\nconst float TWO_PI = 2.0 * PI;\\nconst float HALF_PI = 0.5 * PI;\\nconst float ONE_AND_HALF_PI = 1.5 * PI;\\n\\nint option = int(floor(alignOpt.x + 0.001));\\nfloat hv_ratio =       alignOpt.y;\\nbool enableAlign =    (alignOpt.z != 0.0);\\n\\nfloat mod_angle(float a) {\\n  return mod(a, PI);\\n}\\n\\nfloat positive_angle(float a) {\\n  return mod_angle((a < 0.0) ?\\n    a + TWO_PI :\\n    a\\n  );\\n}\\n\\nfloat look_upwards(float a) {\\n  float b = positive_angle(a);\\n  return ((b > HALF_PI) && (b <= ONE_AND_HALF_PI)) ?\\n    b - PI :\\n    b;\\n}\\n\\nfloat look_horizontal_or_vertical(float a, float ratio) {\\n  // ratio controls the ratio between being horizontal to (vertical + horizontal)\\n  // if ratio is set to 0.5 then it is 50%, 50%.\\n  // when using a higher ratio e.g. 0.75 the result would\\n  // likely be more horizontal than vertical.\\n\\n  float b = positive_angle(a);\\n\\n  return\\n    (b < (      ratio) * HALF_PI) ? 0.0 :\\n    (b < (2.0 - ratio) * HALF_PI) ? -HALF_PI :\\n    (b < (2.0 + ratio) * HALF_PI) ? 0.0 :\\n    (b < (4.0 - ratio) * HALF_PI) ? HALF_PI :\\n                                    0.0;\\n}\\n\\nfloat roundTo(float a, float b) {\\n  return float(b * floor((a + 0.5 * b) / b));\\n}\\n\\nfloat look_round_n_directions(float a, int n) {\\n  float b = positive_angle(a);\\n  float div = TWO_PI / float(n);\\n  float c = roundTo(b, div);\\n  return look_upwards(c);\\n}\\n\\nfloat applyAlignOption(float rawAngle, float delta) {\\n  return\\n    (option >  2) ? look_round_n_directions(rawAngle + delta, option) :       // option 3-n: round to n directions\\n    (option == 2) ? look_horizontal_or_vertical(rawAngle + delta, hv_ratio) : // horizontal or vertical\\n    (option == 1) ? rawAngle + delta :       // use free angle, and flip to align with one direction of the axis\\n    (option == 0) ? look_upwards(rawAngle) : // use free angle, and stay upwards\\n    (option ==-1) ? 0.0 :                    // useful for backward compatibility, all texts remains horizontal\\n                    rawAngle;                // otherwise return back raw input angle\\n}\\n\\nbool isAxisTitle = (axis.x == 0.0) &&\\n                   (axis.y == 0.0) &&\\n                   (axis.z == 0.0);\\n\\nvoid main() {\\n  //Compute world offset\\n  float axisDistance = position.z;\\n  vec3 dataPosition = axisDistance * axis + offset;\\n\\n  float beta = angle; // i.e. user defined attributes for each tick\\n\\n  float axisAngle;\\n  float clipAngle;\\n  float flip;\\n\\n  if (enableAlign) {\\n    axisAngle = (isAxisTitle) ? HALF_PI :\\n                      computeViewAngle(dataPosition, dataPosition + axis);\\n    clipAngle = computeViewAngle(dataPosition, dataPosition + alignDir);\\n\\n    axisAngle += (sin(axisAngle) < 0.0) ? PI : 0.0;\\n    clipAngle += (sin(clipAngle) < 0.0) ? PI : 0.0;\\n\\n    flip = (dot(vec2(cos(axisAngle), sin(axisAngle)),\\n                vec2(sin(clipAngle),-cos(clipAngle))) > 0.0) ? 1.0 : 0.0;\\n\\n    beta += applyAlignOption(clipAngle, flip * PI);\\n  }\\n\\n  //Compute plane offset\\n  vec2 planeCoord = position.xy * pixelScale;\\n\\n  mat2 planeXform = scale * mat2(\\n     cos(beta), sin(beta),\\n    -sin(beta), cos(beta)\\n  );\\n\\n  vec2 viewOffset = 2.0 * planeXform * planeCoord / resolution;\\n\\n  //Compute clip position\\n  vec3 clipPosition = project(dataPosition);\\n\\n  //Apply text offset in clip coordinates\\n  clipPosition += vec3(viewOffset, 0.0);\\n\\n  //Done\\n  gl_Position = vec4(clipPosition, 1.0);\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);e.f=function(t){return i(t,s,l,null,[{name:\"position\",type:\"vec3\"}])};var u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec3 normal;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 enable;\\nuniform vec3 bounds[2];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n\\n  vec3 signAxis = sign(bounds[1] - bounds[0]);\\n\\n  vec3 realNormal = signAxis * normal;\\n\\n  if(dot(realNormal, enable) > 0.0) {\\n    vec3 minRange = min(bounds[0], bounds[1]);\\n    vec3 maxRange = max(bounds[0], bounds[1]);\\n    vec3 nPosition = mix(minRange, maxRange, 0.5 * (position + 1.0));\\n    gl_Position = projection * view * model * vec4(nPosition, 1.0);\\n  } else {\\n    gl_Position = vec4(0,0,0,0);\\n  }\\n\\n  colorChannel = abs(realNormal);\\n}\"]),c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 colors[3];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n  gl_FragColor = colorChannel.x * colors[0] +\\n                 colorChannel.y * colors[1] +\\n                 colorChannel.z * colors[2];\\n}\"]);e.bg=function(t){return i(t,u,c,null,[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}])}},9557:function(t,e,r){\"use strict\";t.exports=function(t,e,r,i,o,l){var u=n(t),f=a(t,[{buffer:u,size:3}]),h=s(t);h.attributes.position.location=0;var p=new c(t,h,u,f);return p.update(e,r,i,o,l),p};var n=r(5827),a=r(2944),o=r(875),s=r(1943).f,l=window||i.global||{},u=l.__TEXT_CACHE||{};function c(t,e,r,n){this.gl=t,this.shader=e,this.buffer=r,this.vao=n,this.tickOffset=this.tickCount=this.labelOffset=this.labelCount=null}l.__TEXT_CACHE={};var f=c.prototype,h=[0,0];f.bind=function(t,e,r,n){this.vao.bind(),this.shader.bind();var i=this.shader.uniforms;i.model=t,i.view=e,i.projection=r,i.pixelScale=n,h[0]=this.gl.drawingBufferWidth,h[1]=this.gl.drawingBufferHeight,this.shader.uniforms.resolution=h},f.unbind=function(){this.vao.unbind()},f.update=function(t,e,r,n,i){var a=[];function s(t,e,r,n,i,s){var l=u[r];l||(l=u[r]={});var c=l[e];c||(c=l[e]=function(t,e){try{return o(t,e)}catch(e){return console.warn('error vectorizing text:\"'+t+'\" error:',e),{cells:[],positions:[]}}}(e,{triangles:!0,font:r,textAlign:\"center\",textBaseline:\"middle\",lineSpacing:i,styletags:s}));for(var f=(n||12)/12,h=c.positions,p=c.cells,d=0,v=p.length;d<v;++d)for(var g=p[d],y=2;y>=0;--y){var m=h[g[y]];a.push(f*m[0],-f*m[1],t)}}for(var l=[0,0,0],c=[0,0,0],f=[0,0,0],h=[0,0,0],p={breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},d=0;d<3;++d){f[d]=a.length/3|0,s(.5*(t[0][d]+t[1][d]),e[d],r[d],12,1.25,p),h[d]=(a.length/3|0)-f[d],l[d]=a.length/3|0;for(var v=0;v<n[d].length;++v)n[d][v].text&&s(n[d][v].x,n[d][v].text,n[d][v].font||i,n[d][v].fontSize||12,1.25,p);c[d]=(a.length/3|0)-l[d]}this.buffer.update(a),this.tickOffset=l,this.tickCount=c,this.labelOffset=f,this.labelCount=h},f.drawTicks=function(t,e,r,n,i,a,o,s){this.tickCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t]))},f.drawLabel=function(t,e,r,n,i,a,o,s){this.labelCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.labelCount[t],this.labelOffset[t]))},f.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()}},8468:function(t,e){\"use strict\";function r(t,e){var r=t+\"\",n=r.indexOf(\".\"),i=0;n>=0&&(i=r.length-n-1);var a=Math.pow(10,i),o=Math.round(t*e*a),s=o+\"\";if(s.indexOf(\"e\")>=0)return s;var l=o/a,u=o%a;o<0?(l=0|-Math.ceil(l),u=0|-u):(l=0|Math.floor(l),u|=0);var c=\"\"+l;if(o<0&&(c=\"-\"+c),i){for(var f=\"\"+u;f.length<i;)f=\"0\"+f;return c+\".\"+f}return c}e.create=function(t,e){for(var n=[],i=0;i<3;++i){for(var a=[],o=(t[0][i],t[1][i],0);o*e[i]<=t[1][i];++o)a.push({x:o*e[i],text:r(e[i],o)});for(o=-1;o*e[i]>=t[0][i];--o)a.push({x:o*e[i],text:r(e[i],o)});n.push(a)}return n},e.equal=function(t,e){for(var r=0;r<3;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n<t[r].length;++n){var i=t[r][n],a=e[r][n];if(i.x!==a.x||i.text!==a.text||i.font!==a.font||i.fontColor!==a.fontColor||i.fontSize!==a.fontSize||i.dx!==a.dx||i.dy!==a.dy)return!1}}return!0}},2771:function(t,e,r){\"use strict\";t.exports=function(t,e,r,l,f){var h=e.model||u,p=e.view||u,y=e.projection||u,m=e._ortho||!1,x=t.bounds,b=(f=f||a(h,p,y,x,m)).axis;o(c,p,h),o(c,y,c);for(var _=v,w=0;w<3;++w)_[w].lo=1/0,_[w].hi=-1/0,_[w].pixelsPerDataUnit=1/0;var T=n(s(c,c));s(c,c);for(var k=0;k<3;++k){var A=(k+1)%3,M=(k+2)%3,S=g;t:for(w=0;w<2;++w){var E=[];if(b[k]<0!=!!w){S[k]=x[w][k];for(var L=0;L<2;++L){S[A]=x[L^w][A];for(var C=0;C<2;++C)S[M]=x[C^L^w][M],E.push(S.slice())}var P=m?5:4;for(L=P;L===P;++L){if(0===E.length)continue t;E=i.positive(E,T[L])}for(L=0;L<E.length;++L){M=E[L];var O=d(g,c,M,r,l);for(C=0;C<3;++C)_[C].lo=Math.min(_[C].lo,M[C]),_[C].hi=Math.max(_[C].hi,M[C]),C!==k&&(_[C].pixelsPerDataUnit=Math.min(_[C].pixelsPerDataUnit,Math.abs(O[C])))}}}}return _};var n=r(5795),i=r(4670),a=r(2864),o=r(104),s=r(2142),l=r(6342),u=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),c=new Float32Array(16);function f(t,e,r){this.lo=t,this.hi=e,this.pixelsPerDataUnit=r}var h=[0,0,0,1],p=[0,0,0,1];function d(t,e,r,n,i){for(var a=0;a<3;++a){for(var o=h,s=p,u=0;u<3;++u)s[u]=o[u]=r[u];s[3]=o[3]=1,s[a]+=1,l(s,s,e),s[3]<0&&(t[a]=1/0),o[a]-=1,l(o,o,e),o[3]<0&&(t[a]=1/0);var c=(o[0]/o[3]-s[0]/s[3])*n,f=(o[1]/o[3]-s[1]/s[3])*i;t[a]=.25*Math.sqrt(c*c+f*f)}return t}var v=[new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0)],g=[0,0,0]},5827:function(t,e,r){\"use strict\";var n=r(5306),i=r(7498),a=r(5050),o=[\"uint8\",\"uint8_clamped\",\"uint16\",\"uint32\",\"int8\",\"int16\",\"int32\",\"float32\"];function s(t,e,r,n,i){this.gl=t,this.type=e,this.handle=r,this.length=n,this.usage=i}var l=s.prototype;function u(t,e,r,n,i,a){var o=i.length*i.BYTES_PER_ELEMENT;if(a<0)return t.bufferData(e,i,n),o;if(o+a>r)throw new Error(\"gl-buffer: If resizing buffer, must not specify offset\");return t.bufferSubData(e,a,i),r}function c(t,e){for(var r=n.malloc(t.length,e),i=t.length,a=0;a<i;++a)r[a]=t[a];return r}l.bind=function(){this.gl.bindBuffer(this.type,this.handle)},l.unbind=function(){this.gl.bindBuffer(this.type,null)},l.dispose=function(){this.gl.deleteBuffer(this.handle)},l.update=function(t,e){if(\"number\"!=typeof e&&(e=-1),this.bind(),\"object\"==typeof t&&void 0!==t.shape){var r=t.dtype;if(o.indexOf(r)<0&&(r=\"float32\"),this.type===this.gl.ELEMENT_ARRAY_BUFFER&&(r=gl.getExtension(\"OES_element_index_uint\")&&\"uint16\"!==r?\"uint32\":\"uint16\"),r===t.dtype&&function(t,e){for(var r=1,n=e.length-1;n>=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&&t.data.length===t.shape[0]?this.length=u(this.gl,this.type,this.length,this.usage,t.data,e):this.length=u(this.gl,this.type,this.length,this.usage,t.data.subarray(t.offset,t.shape[0]),e);else{var s=n.malloc(t.size,r),l=a(s,t.shape);i.assign(l,t),this.length=u(this.gl,this.type,this.length,this.usage,e<0?s:s.subarray(0,t.size),e),n.free(s)}}else if(Array.isArray(t)){var f;f=this.type===this.gl.ELEMENT_ARRAY_BUFFER?c(t,\"uint16\"):c(t,\"float32\"),this.length=u(this.gl,this.type,this.length,this.usage,e<0?f:f.subarray(0,t.length),e),n.free(f)}else if(\"object\"==typeof t&&\"number\"==typeof t.length)this.length=u(this.gl,this.type,this.length,this.usage,t,e);else{if(\"number\"!=typeof t&&void 0!==t)throw new Error(\"gl-buffer: Invalid data type\");if(e>=0)throw new Error(\"gl-buffer: Cannot specify offset when resizing buffer\");(t|=0)<=0&&(t=1),this.gl.bufferData(this.type,0|t,this.usage),this.length=t}},t.exports=function(t,e,r,n){if(r=r||t.ARRAY_BUFFER,n=n||t.DYNAMIC_DRAW,r!==t.ARRAY_BUFFER&&r!==t.ELEMENT_ARRAY_BUFFER)throw new Error(\"gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER\");if(n!==t.DYNAMIC_DRAW&&n!==t.STATIC_DRAW&&n!==t.STREAM_DRAW)throw new Error(\"gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW\");var i=t.createBuffer(),a=new s(t,r,i,0,n);return a.update(e),a}},1140:function(t,e,r){\"use strict\";var n=r(2858);t.exports=function(t,e){var r=t.positions,i=t.vectors,a={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&&(e[0]=[0,0,0],e[1]=[0,0,0]),a;for(var o=0,s=1/0,l=-1/0,u=1/0,c=-1/0,f=1/0,h=-1/0,p=null,d=null,v=[],g=1/0,y=!1,m=0;m<r.length;m++){var x=r[m];s=Math.min(x[0],s),l=Math.max(x[0],l),u=Math.min(x[1],u),c=Math.max(x[1],c),f=Math.min(x[2],f),h=Math.max(x[2],h);var b=i[m];if(n.length(b)>o&&(o=n.length(b)),m){var _=2*n.distance(p,x)/(n.length(d)+n.length(b));_?(g=Math.min(g,_),y=!1):y=!0}y||(p=x,d=b),v.push(b)}var w=[s,u,f],T=[l,c,h];e&&(e[0]=w,e[1]=T),0===o&&(o=1);var k=1/o;isFinite(g)||(g=1),a.vectorScale=g;var A=t.coneSize||.5;t.absoluteConeSize&&(A=t.absoluteConeSize*k),a.coneScale=A,m=0;for(var M=0;m<r.length;m++)for(var S=(x=r[m])[0],E=x[1],L=x[2],C=v[m],P=n.length(C)*k,O=0;O<8;O++){a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vertexIntensity.push(P,P,P),a.vertexIntensity.push(P,P,P);var I=a.positions.length;a.cells.push([I-6,I-5,I-4],[I-3,I-2,I-1])}return a};var i=r(7234);t.exports.createMesh=r(5028),t.exports.createConeMesh=function(e,r){return t.exports.createMesh(e,r,{shaders:i,traceType:\"cone\"})}},5028:function(t,e,r){\"use strict\";var n=r(5158),i=r(5827),a=r(2944),o=r(8931),s=r(104),l=r(7437),u=r(5050),c=r(9156),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e,r,n,i,a,o,s,l,u,c){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.pickShader=n,this.trianglePositions=i,this.triangleVectors=a,this.triangleColors=s,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=u,this.triangleCount=0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.traceType=c,this.tubeScale=1,this.coneScale=2,this.vectorScale=1,this.coneOffset=.25,this._model=f,this._view=f,this._projection=f,this._resolution=[1,1]}var p=h.prototype;p.isOpaque=function(){return this.opacity>=1},p.isTransparent=function(){return this.opacity<1},p.pickSlots=1,p.setPickBase=function(t){this.pickId=t},p.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),\"opacity\"in t&&(this.opacity=t.opacity),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),void 0!==t.tubeScale&&(this.tubeScale=t.tubeScale),void 0!==t.vectorScale&&(this.vectorScale=t.vectorScale),void 0!==t.coneScale&&(this.coneScale=t.coneScale),void 0!==t.coneOffset&&(this.coneOffset=t.coneOffset),t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t){for(var e=c({colormap:t,nshades:256,format:\"rgba\"}),r=new Uint8Array(1024),n=0;n<256;++n){for(var i=e[n],a=0;a<3;++a)r[4*n+a]=i[a];r[4*n+3]=255*i[3]}return u(r,[256,256,4],[4,0,1])}(t.colormap)),this.texture.generateMipmap());var r=t.cells,n=t.positions,i=t.vectors;if(n&&r&&i){var a=[],o=[],s=[],l=[],f=[];this.cells=r,this.positions=n,this.vectors=i;var h=t.meshColor||[1,1,1,1],p=t.vertexIntensity,d=1/0,v=-1/0;if(p)if(t.vertexIntensityBounds)d=+t.vertexIntensityBounds[0],v=+t.vertexIntensityBounds[1];else for(var g=0;g<p.length;++g){var y=p[g];d=Math.min(d,y),v=Math.max(v,y)}else for(g=0;g<n.length;++g)y=n[g][2],d=Math.min(d,y),v=Math.max(v,y);for(this.intensity=p||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],g=0;g<n.length;++g)for(var m=n[g],x=0;x<3;++x)!isNaN(m[x])&&isFinite(m[x])&&(this.bounds[0][x]=Math.min(this.bounds[0][x],m[x]),this.bounds[1][x]=Math.max(this.bounds[1][x],m[x]));var b=0;t:for(g=0;g<r.length;++g){var _=r[g];if(3===_.length){for(x=0;x<3;++x){m=n[T=_[x]];for(var w=0;w<3;++w)if(isNaN(m[w])||!isFinite(m[w]))continue t}for(x=0;x<3;++x){var T;m=n[T=_[2-x]],a.push(m[0],m[1],m[2],m[3]);var k=i[T];o.push(k[0],k[1],k[2],k[3]||0);var A,M=h;3===M.length?s.push(M[0],M[1],M[2],1):s.push(M[0],M[1],M[2],M[3]),A=p?[(p[T]-d)/(v-d),0]:[(m[2]-d)/(v-d),0],l.push(A[0],A[1]),f.push(g)}b+=1}}this.triangleCount=b,this.trianglePositions.update(a),this.triangleVectors.update(o),this.triangleColors.update(s),this.triangleUVs.update(l),this.triangleIds.update(new Uint32Array(f))}},p.drawTransparent=p.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var u={model:r,view:n,projection:i,inverseModel:f.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],opacity:this.opacity,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,texture:0};u.inverseModel=l(u.inverseModel,u.model),e.disable(e.CULL_FACE),this.texture.bind(0);var c=new Array(16);for(s(c,u.view,u.model),s(c,u.projection,c),l(c,c),o=0;o<3;++o)u.eyePosition[o]=c[12+o]/c[15];var h=c[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*c[4*o+3];for(o=0;o<3;++o){for(var p=c[12+o],d=0;d<3;++d)p+=c[4*d+o]*this.lightPosition[d];u.lightPosition[o]=p/h}if(this.triangleCount>0){var v=this.triShader;v.bind(),v.uniforms=u,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},p.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s={model:r,view:n,projection:i,clipBounds:a,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind())},p.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions[r[1]].slice(0,3),i={position:n,dataCoordinate:n,index:Math.floor(r[1]/48)};return\"cone\"===this.traceType?i.index=Math.floor(r[1]/48):\"streamtube\"===this.traceType&&(i.intensity=this.intensity[r[1]],i.velocity=this.vectors[r[1]].slice(0,3),i.divergence=this.vectors[r[1]][3],i.index=e),i},p.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.pickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleVectors.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleIds.dispose()},t.exports=function(t,e,r){var s=r.shaders;1===arguments.length&&(t=(e=t).gl);var l=function(t,e){var r=n(t,e.meshShader.vertex,e.meshShader.fragment,null,e.meshShader.attributes);return r.attributes.position.location=0,r.attributes.color.location=2,r.attributes.uv.location=3,r.attributes.vector.location=4,r}(t,s),c=function(t,e){var r=n(t,e.pickShader.vertex,e.pickShader.fragment,null,e.pickShader.attributes);return r.attributes.position.location=0,r.attributes.id.location=1,r.attributes.vector.location=4,r}(t,s),f=o(t,u(new Uint8Array([255,255,255,255]),[1,1,4]));f.generateMipmap(),f.minFilter=t.LINEAR_MIPMAP_LINEAR,f.magFilter=t.LINEAR;var p=i(t),d=i(t),v=i(t),g=i(t),y=i(t),m=new h(t,f,l,c,p,d,y,v,g,a(t,[{buffer:p,type:t.FLOAT,size:4},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:v,type:t.FLOAT,size:4},{buffer:g,type:t.FLOAT,size:2},{buffer:d,type:t.FLOAT,size:4}]),r.traceType||\"cone\");return m.update(e),m}},7234:function(t,e,r){var n=r(6832),i=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec3 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, coneScale, coneOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * conePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(conePosition, 1.0);\\n  vec4 t_position  = view * conePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = conePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float vectorScale, coneScale, coneOffset;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector.xyz), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n  gl_Position = projection * view * conePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);e.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec3\"}]},e.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec3\"}]}},1950:function(t){t.exports={0:\"NONE\",1:\"ONE\",2:\"LINE_LOOP\",3:\"LINE_STRIP\",4:\"TRIANGLES\",5:\"TRIANGLE_STRIP\",6:\"TRIANGLE_FAN\",256:\"DEPTH_BUFFER_BIT\",512:\"NEVER\",513:\"LESS\",514:\"EQUAL\",515:\"LEQUAL\",516:\"GREATER\",517:\"NOTEQUAL\",518:\"GEQUAL\",519:\"ALWAYS\",768:\"SRC_COLOR\",769:\"ONE_MINUS_SRC_COLOR\",770:\"SRC_ALPHA\",771:\"ONE_MINUS_SRC_ALPHA\",772:\"DST_ALPHA\",773:\"ONE_MINUS_DST_ALPHA\",774:\"DST_COLOR\",775:\"ONE_MINUS_DST_COLOR\",776:\"SRC_ALPHA_SATURATE\",1024:\"STENCIL_BUFFER_BIT\",1028:\"FRONT\",1029:\"BACK\",1032:\"FRONT_AND_BACK\",1280:\"INVALID_ENUM\",1281:\"INVALID_VALUE\",1282:\"INVALID_OPERATION\",1285:\"OUT_OF_MEMORY\",1286:\"INVALID_FRAMEBUFFER_OPERATION\",2304:\"CW\",2305:\"CCW\",2849:\"LINE_WIDTH\",2884:\"CULL_FACE\",2885:\"CULL_FACE_MODE\",2886:\"FRONT_FACE\",2928:\"DEPTH_RANGE\",2929:\"DEPTH_TEST\",2930:\"DEPTH_WRITEMASK\",2931:\"DEPTH_CLEAR_VALUE\",2932:\"DEPTH_FUNC\",2960:\"STENCIL_TEST\",2961:\"STENCIL_CLEAR_VALUE\",2962:\"STENCIL_FUNC\",2963:\"STENCIL_VALUE_MASK\",2964:\"STENCIL_FAIL\",2965:\"STENCIL_PASS_DEPTH_FAIL\",2966:\"STENCIL_PASS_DEPTH_PASS\",2967:\"STENCIL_REF\",2968:\"STENCIL_WRITEMASK\",2978:\"VIEWPORT\",3024:\"DITHER\",3042:\"BLEND\",3088:\"SCISSOR_BOX\",3089:\"SCISSOR_TEST\",3106:\"COLOR_CLEAR_VALUE\",3107:\"COLOR_WRITEMASK\",3317:\"UNPACK_ALIGNMENT\",3333:\"PACK_ALIGNMENT\",3379:\"MAX_TEXTURE_SIZE\",3386:\"MAX_VIEWPORT_DIMS\",3408:\"SUBPIXEL_BITS\",3410:\"RED_BITS\",3411:\"GREEN_BITS\",3412:\"BLUE_BITS\",3413:\"ALPHA_BITS\",3414:\"DEPTH_BITS\",3415:\"STENCIL_BITS\",3553:\"TEXTURE_2D\",4352:\"DONT_CARE\",4353:\"FASTEST\",4354:\"NICEST\",5120:\"BYTE\",5121:\"UNSIGNED_BYTE\",5122:\"SHORT\",5123:\"UNSIGNED_SHORT\",5124:\"INT\",5125:\"UNSIGNED_INT\",5126:\"FLOAT\",5386:\"INVERT\",5890:\"TEXTURE\",6401:\"STENCIL_INDEX\",6402:\"DEPTH_COMPONENT\",6406:\"ALPHA\",6407:\"RGB\",6408:\"RGBA\",6409:\"LUMINANCE\",6410:\"LUMINANCE_ALPHA\",7680:\"KEEP\",7681:\"REPLACE\",7682:\"INCR\",7683:\"DECR\",7936:\"VENDOR\",7937:\"RENDERER\",7938:\"VERSION\",9728:\"NEAREST\",9729:\"LINEAR\",9984:\"NEAREST_MIPMAP_NEAREST\",9985:\"LINEAR_MIPMAP_NEAREST\",9986:\"NEAREST_MIPMAP_LINEAR\",9987:\"LINEAR_MIPMAP_LINEAR\",10240:\"TEXTURE_MAG_FILTER\",10241:\"TEXTURE_MIN_FILTER\",10242:\"TEXTURE_WRAP_S\",10243:\"TEXTURE_WRAP_T\",10497:\"REPEAT\",10752:\"POLYGON_OFFSET_UNITS\",16384:\"COLOR_BUFFER_BIT\",32769:\"CONSTANT_COLOR\",32770:\"ONE_MINUS_CONSTANT_COLOR\",32771:\"CONSTANT_ALPHA\",32772:\"ONE_MINUS_CONSTANT_ALPHA\",32773:\"BLEND_COLOR\",32774:\"FUNC_ADD\",32777:\"BLEND_EQUATION_RGB\",32778:\"FUNC_SUBTRACT\",32779:\"FUNC_REVERSE_SUBTRACT\",32819:\"UNSIGNED_SHORT_4_4_4_4\",32820:\"UNSIGNED_SHORT_5_5_5_1\",32823:\"POLYGON_OFFSET_FILL\",32824:\"POLYGON_OFFSET_FACTOR\",32854:\"RGBA4\",32855:\"RGB5_A1\",32873:\"TEXTURE_BINDING_2D\",32926:\"SAMPLE_ALPHA_TO_COVERAGE\",32928:\"SAMPLE_COVERAGE\",32936:\"SAMPLE_BUFFERS\",32937:\"SAMPLES\",32938:\"SAMPLE_COVERAGE_VALUE\",32939:\"SAMPLE_COVERAGE_INVERT\",32968:\"BLEND_DST_RGB\",32969:\"BLEND_SRC_RGB\",32970:\"BLEND_DST_ALPHA\",32971:\"BLEND_SRC_ALPHA\",33071:\"CLAMP_TO_EDGE\",33170:\"GENERATE_MIPMAP_HINT\",33189:\"DEPTH_COMPONENT16\",33306:\"DEPTH_STENCIL_ATTACHMENT\",33635:\"UNSIGNED_SHORT_5_6_5\",33648:\"MIRRORED_REPEAT\",33901:\"ALIASED_POINT_SIZE_RANGE\",33902:\"ALIASED_LINE_WIDTH_RANGE\",33984:\"TEXTURE0\",33985:\"TEXTURE1\",33986:\"TEXTURE2\",33987:\"TEXTURE3\",33988:\"TEXTURE4\",33989:\"TEXTURE5\",33990:\"TEXTURE6\",33991:\"TEXTURE7\",33992:\"TEXTURE8\",33993:\"TEXTURE9\",33994:\"TEXTURE10\",33995:\"TEXTURE11\",33996:\"TEXTURE12\",33997:\"TEXTURE13\",33998:\"TEXTURE14\",33999:\"TEXTURE15\",34e3:\"TEXTURE16\",34001:\"TEXTURE17\",34002:\"TEXTURE18\",34003:\"TEXTURE19\",34004:\"TEXTURE20\",34005:\"TEXTURE21\",34006:\"TEXTURE22\",34007:\"TEXTURE23\",34008:\"TEXTURE24\",34009:\"TEXTURE25\",34010:\"TEXTURE26\",34011:\"TEXTURE27\",34012:\"TEXTURE28\",34013:\"TEXTURE29\",34014:\"TEXTURE30\",34015:\"TEXTURE31\",34016:\"ACTIVE_TEXTURE\",34024:\"MAX_RENDERBUFFER_SIZE\",34041:\"DEPTH_STENCIL\",34055:\"INCR_WRAP\",34056:\"DECR_WRAP\",34067:\"TEXTURE_CUBE_MAP\",34068:\"TEXTURE_BINDING_CUBE_MAP\",34069:\"TEXTURE_CUBE_MAP_POSITIVE_X\",34070:\"TEXTURE_CUBE_MAP_NEGATIVE_X\",34071:\"TEXTURE_CUBE_MAP_POSITIVE_Y\",34072:\"TEXTURE_CUBE_MAP_NEGATIVE_Y\",34073:\"TEXTURE_CUBE_MAP_POSITIVE_Z\",34074:\"TEXTURE_CUBE_MAP_NEGATIVE_Z\",34076:\"MAX_CUBE_MAP_TEXTURE_SIZE\",34338:\"VERTEX_ATTRIB_ARRAY_ENABLED\",34339:\"VERTEX_ATTRIB_ARRAY_SIZE\",34340:\"VERTEX_ATTRIB_ARRAY_STRIDE\",34341:\"VERTEX_ATTRIB_ARRAY_TYPE\",34342:\"CURRENT_VERTEX_ATTRIB\",34373:\"VERTEX_ATTRIB_ARRAY_POINTER\",34466:\"NUM_COMPRESSED_TEXTURE_FORMATS\",34467:\"COMPRESSED_TEXTURE_FORMATS\",34660:\"BUFFER_SIZE\",34661:\"BUFFER_USAGE\",34816:\"STENCIL_BACK_FUNC\",34817:\"STENCIL_BACK_FAIL\",34818:\"STENCIL_BACK_PASS_DEPTH_FAIL\",34819:\"STENCIL_BACK_PASS_DEPTH_PASS\",34877:\"BLEND_EQUATION_ALPHA\",34921:\"MAX_VERTEX_ATTRIBS\",34922:\"VERTEX_ATTRIB_ARRAY_NORMALIZED\",34930:\"MAX_TEXTURE_IMAGE_UNITS\",34962:\"ARRAY_BUFFER\",34963:\"ELEMENT_ARRAY_BUFFER\",34964:\"ARRAY_BUFFER_BINDING\",34965:\"ELEMENT_ARRAY_BUFFER_BINDING\",34975:\"VERTEX_ATTRIB_ARRAY_BUFFER_BINDING\",35040:\"STREAM_DRAW\",35044:\"STATIC_DRAW\",35048:\"DYNAMIC_DRAW\",35632:\"FRAGMENT_SHADER\",35633:\"VERTEX_SHADER\",35660:\"MAX_VERTEX_TEXTURE_IMAGE_UNITS\",35661:\"MAX_COMBINED_TEXTURE_IMAGE_UNITS\",35663:\"SHADER_TYPE\",35664:\"FLOAT_VEC2\",35665:\"FLOAT_VEC3\",35666:\"FLOAT_VEC4\",35667:\"INT_VEC2\",35668:\"INT_VEC3\",35669:\"INT_VEC4\",35670:\"BOOL\",35671:\"BOOL_VEC2\",35672:\"BOOL_VEC3\",35673:\"BOOL_VEC4\",35674:\"FLOAT_MAT2\",35675:\"FLOAT_MAT3\",35676:\"FLOAT_MAT4\",35678:\"SAMPLER_2D\",35680:\"SAMPLER_CUBE\",35712:\"DELETE_STATUS\",35713:\"COMPILE_STATUS\",35714:\"LINK_STATUS\",35715:\"VALIDATE_STATUS\",35716:\"INFO_LOG_LENGTH\",35717:\"ATTACHED_SHADERS\",35718:\"ACTIVE_UNIFORMS\",35719:\"ACTIVE_UNIFORM_MAX_LENGTH\",35720:\"SHADER_SOURCE_LENGTH\",35721:\"ACTIVE_ATTRIBUTES\",35722:\"ACTIVE_ATTRIBUTE_MAX_LENGTH\",35724:\"SHADING_LANGUAGE_VERSION\",35725:\"CURRENT_PROGRAM\",36003:\"STENCIL_BACK_REF\",36004:\"STENCIL_BACK_VALUE_MASK\",36005:\"STENCIL_BACK_WRITEMASK\",36006:\"FRAMEBUFFER_BINDING\",36007:\"RENDERBUFFER_BINDING\",36048:\"FRAMEBUFFER_ATTACHMENT_OBJECT_TYPE\",36049:\"FRAMEBUFFER_ATTACHMENT_OBJECT_NAME\",36050:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_LEVEL\",36051:\"FRAMEBUFFER_ATTACHMENT_TEXTURE_CUBE_MAP_FACE\",36053:\"FRAMEBUFFER_COMPLETE\",36054:\"FRAMEBUFFER_INCOMPLETE_ATTACHMENT\",36055:\"FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT\",36057:\"FRAMEBUFFER_INCOMPLETE_DIMENSIONS\",36061:\"FRAMEBUFFER_UNSUPPORTED\",36064:\"COLOR_ATTACHMENT0\",36096:\"DEPTH_ATTACHMENT\",36128:\"STENCIL_ATTACHMENT\",36160:\"FRAMEBUFFER\",36161:\"RENDERBUFFER\",36162:\"RENDERBUFFER_WIDTH\",36163:\"RENDERBUFFER_HEIGHT\",36164:\"RENDERBUFFER_INTERNAL_FORMAT\",36168:\"STENCIL_INDEX8\",36176:\"RENDERBUFFER_RED_SIZE\",36177:\"RENDERBUFFER_GREEN_SIZE\",36178:\"RENDERBUFFER_BLUE_SIZE\",36179:\"RENDERBUFFER_ALPHA_SIZE\",36180:\"RENDERBUFFER_DEPTH_SIZE\",36181:\"RENDERBUFFER_STENCIL_SIZE\",36194:\"RGB565\",36336:\"LOW_FLOAT\",36337:\"MEDIUM_FLOAT\",36338:\"HIGH_FLOAT\",36339:\"LOW_INT\",36340:\"MEDIUM_INT\",36341:\"HIGH_INT\",36346:\"SHADER_COMPILER\",36347:\"MAX_VERTEX_UNIFORM_VECTORS\",36348:\"MAX_VARYING_VECTORS\",36349:\"MAX_FRAGMENT_UNIFORM_VECTORS\",37440:\"UNPACK_FLIP_Y_WEBGL\",37441:\"UNPACK_PREMULTIPLY_ALPHA_WEBGL\",37442:\"CONTEXT_LOST_WEBGL\",37443:\"UNPACK_COLORSPACE_CONVERSION_WEBGL\",37444:\"BROWSER_DEFAULT_WEBGL\"}},6603:function(t,e,r){var n=r(1950);t.exports=function(t){return n[t]}},3110:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl,r=n(e),o=i(e,[{buffer:r,type:e.FLOAT,size:3,offset:0,stride:40},{buffer:r,type:e.FLOAT,size:4,offset:12,stride:40},{buffer:r,type:e.FLOAT,size:3,offset:28,stride:40}]),l=a(e);l.attributes.position.location=0,l.attributes.color.location=1,l.attributes.offset.location=2;var u=new s(e,r,o,l);return u.update(t),u};var n=r(5827),i=r(2944),a=r(7667),o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.shader=n,this.buffer=e,this.vao=r,this.pixelRatio=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lineWidth=[1,1,1],this.capSize=[10,10,10],this.lineCount=[0,0,0],this.lineOffset=[0,0,0],this.opacity=1,this.hasAlpha=!1}var l=s.prototype;function u(t,e){for(var r=0;r<3;++r)t[0][r]=Math.min(t[0][r],e[r]),t[1][r]=Math.max(t[1][r],e[r])}l.isOpaque=function(){return!this.hasAlpha},l.isTransparent=function(){return this.hasAlpha},l.drawTransparent=l.draw=function(t){var e=this.gl,r=this.shader.uniforms;this.shader.bind();var n=r.view=t.view||o,i=r.projection=t.projection||o;r.model=t.model||o,r.clipBounds=this.clipBounds,r.opacity=this.opacity;var a=n[12],s=n[13],l=n[14],u=n[15],c=(t._ortho?2:1)*this.pixelRatio*(i[3]*a+i[7]*s+i[11]*l+i[15]*u)/e.drawingBufferHeight;this.vao.bind();for(var f=0;f<3;++f)e.lineWidth(this.lineWidth[f]*this.pixelRatio),r.capSize=this.capSize[f]*c,this.lineCount[f]&&e.drawArrays(e.LINES,this.lineOffset[f],this.lineCount[f]);this.vao.unbind()};var c=function(){for(var t=new Array(3),e=0;e<3;++e){for(var r=[],n=1;n<=2;++n)for(var i=-1;i<=1;i+=2){var a=[0,0,0];a[(n+e)%3]=i,r.push(a)}t[e]=r}return t}();function f(t,e,r,n){for(var i=c[n],a=0;a<i.length;++a){var o=i[a];t.push(e[0],e[1],e[2],r[0],r[1],r[2],r[3],o[0],o[1],o[2])}return i.length}l.update=function(t){\"lineWidth\"in(t=t||{})&&(this.lineWidth=t.lineWidth,Array.isArray(this.lineWidth)||(this.lineWidth=[this.lineWidth,this.lineWidth,this.lineWidth])),\"capSize\"in t&&(this.capSize=t.capSize,Array.isArray(this.capSize)||(this.capSize=[this.capSize,this.capSize,this.capSize])),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var e=t.color||[[0,0,0],[0,0,0],[0,0,0]],r=t.position,n=t.error;if(Array.isArray(e[0])||(e=[e,e,e]),r&&n){var i=[],a=r.length,o=0;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.lineCount=[0,0,0];for(var s=0;s<3;++s){this.lineOffset[s]=o;t:for(var l=0;l<a;++l){for(var c=r[l],h=0;h<3;++h)if(isNaN(c[h])||!isFinite(c[h]))continue t;var p,d=n[l],v=e[s];Array.isArray(v[0])&&(v=e[l]),3===v.length?v=[v[0],v[1],v[2],1]:4===v.length&&(v=[v[0],v[1],v[2],v[3]],!this.hasAlpha&&v[3]<1&&(this.hasAlpha=!0)),isNaN(d[0][s])||isNaN(d[1][s])||(d[0][s]<0&&((p=c.slice())[s]+=d[0][s],i.push(c[0],c[1],c[2],v[0],v[1],v[2],v[3],0,0,0,p[0],p[1],p[2],v[0],v[1],v[2],v[3],0,0,0),u(this.bounds,p),o+=2+f(i,p,v,s)),d[1][s]>0&&((p=c.slice())[s]+=d[1][s],i.push(c[0],c[1],c[2],v[0],v[1],v[2],v[3],0,0,0,p[0],p[1],p[2],v[0],v[1],v[2],v[3],0,0,0),u(this.bounds,p),o+=2+f(i,p,v,s)))}this.lineCount[s]=o-this.lineOffset[s]}this.buffer.update(i)}},l.dispose=function(){this.shader.dispose(),this.buffer.dispose(),this.vao.dispose()}},7667:function(t,e,r){\"use strict\";var n=r(6832),i=r(5158),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, offset;\\nattribute vec4 color;\\nuniform mat4 model, view, projection;\\nuniform float capSize;\\nvarying vec4 fragColor;\\nvarying vec3 fragPosition;\\n\\nvoid main() {\\n  vec4 worldPosition  = model * vec4(position, 1.0);\\n  worldPosition       = (worldPosition / worldPosition.w) + vec4(capSize * offset, 0.0);\\n  gl_Position         = projection * view * worldPosition;\\n  fragColor           = color;\\n  fragPosition        = position;\\n}\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float opacity;\\nvarying vec3 fragPosition;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], fragPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  gl_FragColor = opacity * fragColor;\\n}\"]);t.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"offset\",type:\"vec3\"}])}},4234:function(t,e,r){\"use strict\";var n=r(8931);t.exports=function(t,e,r,n){i||(i=t.FRAMEBUFFER_UNSUPPORTED,a=t.FRAMEBUFFER_INCOMPLETE_ATTACHMENT,o=t.FRAMEBUFFER_INCOMPLETE_DIMENSIONS,s=t.FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT);var u=t.getExtension(\"WEBGL_draw_buffers\");if(!l&&u&&function(t,e){var r=t.getParameter(e.MAX_COLOR_ATTACHMENTS_WEBGL);l=new Array(r+1);for(var n=0;n<=r;++n){for(var i=new Array(r),a=0;a<n;++a)i[a]=t.COLOR_ATTACHMENT0+a;for(a=n;a<r;++a)i[a]=t.NONE;l[n]=i}}(t,u),Array.isArray(e)&&(n=r,r=0|e[1],e=0|e[0]),\"number\"!=typeof e)throw new Error(\"gl-fbo: Missing shape parameter\");var c=t.getParameter(t.MAX_RENDERBUFFER_SIZE);if(e<0||e>c||r<0||r>c)throw new Error(\"gl-fbo: Parameters are too large for FBO\");var f=1;if(\"color\"in(n=n||{})){if((f=Math.max(0|n.color,0))<0)throw new Error(\"gl-fbo: Must specify a nonnegative number of colors\");if(f>1){if(!u)throw new Error(\"gl-fbo: Multiple draw buffer extension not supported\");if(f>t.getParameter(u.MAX_COLOR_ATTACHMENTS_WEBGL))throw new Error(\"gl-fbo: Context does not support \"+f+\" draw buffers\")}}var h=t.UNSIGNED_BYTE,p=t.getExtension(\"OES_texture_float\");if(n.float&&f>0){if(!p)throw new Error(\"gl-fbo: Context does not support floating point textures\");h=t.FLOAT}else n.preferFloat&&f>0&&p&&(h=t.FLOAT);var v=!0;\"depth\"in n&&(v=!!n.depth);var g=!1;return\"stencil\"in n&&(g=!!n.stencil),new d(t,e,r,h,f,v,g,u)};var i,a,o,s,l=null;function u(t){return[t.getParameter(t.FRAMEBUFFER_BINDING),t.getParameter(t.RENDERBUFFER_BINDING),t.getParameter(t.TEXTURE_BINDING_2D)]}function c(t,e){t.bindFramebuffer(t.FRAMEBUFFER,e[0]),t.bindRenderbuffer(t.RENDERBUFFER,e[1]),t.bindTexture(t.TEXTURE_2D,e[2])}function f(t){switch(t){case i:throw new Error(\"gl-fbo: Framebuffer unsupported\");case a:throw new Error(\"gl-fbo: Framebuffer incomplete attachment\");case o:throw new Error(\"gl-fbo: Framebuffer incomplete dimensions\");case s:throw new Error(\"gl-fbo: Framebuffer incomplete missing attachment\");default:throw new Error(\"gl-fbo: Framebuffer failed for unspecified reason\")}}function h(t,e,r,i,a,o){if(!i)return null;var s=n(t,e,r,a,i);return s.magFilter=t.NEAREST,s.minFilter=t.NEAREST,s.mipSamples=1,s.bind(),t.framebufferTexture2D(t.FRAMEBUFFER,o,t.TEXTURE_2D,s.handle,0),s}function p(t,e,r,n,i){var a=t.createRenderbuffer();return t.bindRenderbuffer(t.RENDERBUFFER,a),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,i,t.RENDERBUFFER,a),a}function d(t,e,r,n,i,a,o,s){this.gl=t,this._shape=[0|e,0|r],this._destroyed=!1,this._ext=s,this.color=new Array(i);for(var d=0;d<i;++d)this.color[d]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=a,this._useStencil=o;var v=this,g=[0|e,0|r];Object.defineProperties(g,{0:{get:function(){return v._shape[0]},set:function(t){return v.width=t}},1:{get:function(){return v._shape[1]},set:function(t){return v.height=t}}}),this._shapeVector=g,function(t){var e=u(t.gl),r=t.gl,n=t.handle=r.createFramebuffer(),i=t._shape[0],a=t._shape[1],o=t.color.length,s=t._ext,d=t._useStencil,v=t._useDepth,g=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,n);for(var y=0;y<o;++y)t.color[y]=h(r,i,a,g,r.RGBA,r.COLOR_ATTACHMENT0+y);0===o?(t._color_rb=p(r,i,a,r.RGBA4,r.COLOR_ATTACHMENT0),s&&s.drawBuffersWEBGL(l[0])):o>1&&s.drawBuffersWEBGL(l[o]);var m=r.getExtension(\"WEBGL_depth_texture\");m?d?t.depth=h(r,i,a,m.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):v&&(t.depth=h(r,i,a,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):v&&d?t._depth_rb=p(r,i,a,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):v?t._depth_rb=p(r,i,a,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):d&&(t._depth_rb=p(r,i,a,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var x=r.checkFramebufferStatus(r.FRAMEBUFFER);if(x!==r.FRAMEBUFFER_COMPLETE){for(t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&&(t.depth.dispose(),t.depth=null),t._depth_rb&&(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null),y=0;y<t.color.length;++y)t.color[y].dispose(),t.color[y]=null;t._color_rb&&(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),c(r,e),f(x)}c(r,e)}(this)}var v=d.prototype;function g(t,e,r){if(t._destroyed)throw new Error(\"gl-fbo: Can't resize destroyed FBO\");if(t._shape[0]!==e||t._shape[1]!==r){var n=t.gl,i=n.getParameter(n.MAX_RENDERBUFFER_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-fbo: Can't resize FBO, invalid dimensions\");t._shape[0]=e,t._shape[1]=r;for(var a=u(n),o=0;o<t.color.length;++o)t.color[o].shape=t._shape;t._color_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._color_rb),n.renderbufferStorage(n.RENDERBUFFER,n.RGBA4,t._shape[0],t._shape[1])),t.depth&&(t.depth.shape=t._shape),t._depth_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._depth_rb),t._useDepth&&t._useStencil?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_STENCIL,t._shape[0],t._shape[1]):t._useDepth?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_COMPONENT16,t._shape[0],t._shape[1]):t._useStencil&&n.renderbufferStorage(n.RENDERBUFFER,n.STENCIL_INDEX,t._shape[0],t._shape[1])),n.bindFramebuffer(n.FRAMEBUFFER,t.handle);var s=n.checkFramebufferStatus(n.FRAMEBUFFER);s!==n.FRAMEBUFFER_COMPLETE&&(t.dispose(),c(n,a),f(s)),c(n,a)}}Object.defineProperties(v,{shape:{get:function(){return this._destroyed?[0,0]:this._shapeVector},set:function(t){if(Array.isArray(t)||(t=[0|t,0|t]),2!==t.length)throw new Error(\"gl-fbo: Shape vector must be length 2\");var e=0|t[0],r=0|t[1];return g(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return g(this,t|=0,this._shape[1]),t},enumerable:!1},height:{get:function(){return this._destroyed?0:this._shape[1]},set:function(t){return t|=0,g(this,this._shape[0],t),t},enumerable:!1}}),v.bind=function(){if(!this._destroyed){var t=this.gl;t.bindFramebuffer(t.FRAMEBUFFER,this.handle),t.viewport(0,0,this._shape[0],this._shape[1])}},v.dispose=function(){if(!this._destroyed){this._destroyed=!0;var t=this.gl;t.deleteFramebuffer(this.handle),this.handle=null,this.depth&&(this.depth.dispose(),this.depth=null),this._depth_rb&&(t.deleteRenderbuffer(this._depth_rb),this._depth_rb=null);for(var e=0;e<this.color.length;++e)this.color[e].dispose(),this.color[e]=null;this._color_rb&&(t.deleteRenderbuffer(this._color_rb),this._color_rb=null)}}},3530:function(t,e,r){var n=r(8974).sprintf,i=r(6603),a=r(9365),o=r(8008);t.exports=function(t,e,r){\"use strict\";var s=a(e)||\"of unknown name (see npm glsl-shader-name)\",l=\"unknown type\";void 0!==r&&(l=r===i.FRAGMENT_SHADER?\"fragment\":\"vertex\");for(var u=n(\"Error compiling %s shader %s:\\n\",l,s),c=n(\"%s%s\",u,t),f=t.split(\"\\n\"),h={},p=0;p<f.length;p++){var d=f[p];if(\"\"!==d&&\"\\0\"!==d){var v=parseInt(d.split(\":\")[2]);if(isNaN(v))throw new Error(n(\"Could not parse error: %s\",d));h[v]=d}}var g=o(e).split(\"\\n\");for(p=0;p<g.length;p++)if((h[p+3]||h[p+2]||h[p+1])&&(u+=g[p]+\"\\n\",h[p+1])){var y=h[p+1];y=y.substr(y.split(\":\",3).join(\":\").length+1).trim(),u+=n(\"^^^ %s\\n\\n\",y)}return{long:u.trim(),short:c.trim()}}},6386:function(t,e,r){\"use strict\";t.exports=function(t,e){var r=t.gl,n=new u(t,o(r,l.vertex,l.fragment),o(r,l.pickVertex,l.pickFragment),s(r),s(r),s(r),s(r));return n.update(e),t.addObject(n),n};var n=r(5070),i=r(9560),a=r(5306),o=r(5158),s=r(5827),l=r(1292);function u(t,e,r,n,i,a,o){this.plot=t,this.shader=e,this.pickShader=r,this.positionBuffer=n,this.weightBuffer=i,this.colorBuffer=a,this.idBuffer=o,this.xData=[],this.yData=[],this.shape=[0,0],this.bounds=[1/0,1/0,-1/0,-1/0],this.pickOffset=0}var c,f=u.prototype,h=[0,0,1,0,0,1,1,0,1,1,0,1];f.draw=(c=[1,0,0,0,1,0,0,0,1],function(){var t=this.plot,e=this.shader,r=this.bounds,n=this.numVertices;if(!(n<=0)){var i=t.gl,a=t.dataBox,o=r[2]-r[0],s=r[3]-r[1],l=a[2]-a[0],u=a[3]-a[1];c[0]=2*o/l,c[4]=2*s/u,c[6]=2*(r[0]-a[0])/l-1,c[7]=2*(r[1]-a[1])/u-1,e.bind();var f=e.uniforms;f.viewTransform=c,f.shape=this.shape;var h=e.attributes;this.positionBuffer.bind(),h.position.pointer(),this.weightBuffer.bind(),h.weight.pointer(i.UNSIGNED_BYTE,!1),this.colorBuffer.bind(),h.color.pointer(i.UNSIGNED_BYTE,!0),i.drawArrays(i.TRIANGLES,0,n)}}),f.drawPick=function(){var t=[1,0,0,0,1,0,0,0,1],e=[0,0,0,0];return function(r){var n=this.plot,i=this.pickShader,a=this.bounds,o=this.numVertices;if(!(o<=0)){var s=n.gl,l=n.dataBox,u=a[2]-a[0],c=a[3]-a[1],f=l[2]-l[0],h=l[3]-l[1];t[0]=2*u/f,t[4]=2*c/h,t[6]=2*(a[0]-l[0])/f-1,t[7]=2*(a[1]-l[1])/h-1;for(var p=0;p<4;++p)e[p]=r>>8*p&255;this.pickOffset=r,i.bind();var d=i.uniforms;d.viewTransform=t,d.pickOffset=e,d.shape=this.shape;var v=i.attributes;return this.positionBuffer.bind(),v.position.pointer(),this.weightBuffer.bind(),v.weight.pointer(s.UNSIGNED_BYTE,!1),this.idBuffer.bind(),v.pickId.pointer(s.UNSIGNED_BYTE,!1),s.drawArrays(s.TRIANGLES,0,o),r+this.shape[0]*this.shape[1]}}}(),f.pick=function(t,e,r){var n=this.pickOffset,i=this.shape[0]*this.shape[1];if(r<n||r>=n+i)return null;var a=r-n,o=this.xData,s=this.yData;return{object:this,pointId:a,dataCoord:[o[a%this.shape[0]],s[a/this.shape[0]|0]]}},f.update=function(t){var e=(t=t||{}).shape||[0,0],r=t.x||i(e[0]),o=t.y||i(e[1]),s=t.z||new Float32Array(e[0]*e[1]),l=!1!==t.zsmooth;this.xData=r,this.yData=o;var u,c,f,p,d=t.colorLevels||[0],v=t.colorValues||[0,0,0,1],g=d.length,y=this.bounds;l?(u=y[0]=r[0],c=y[1]=o[0],f=y[2]=r[r.length-1],p=y[3]=o[o.length-1]):(u=y[0]=r[0]+(r[1]-r[0])/2,c=y[1]=o[0]+(o[1]-o[0])/2,f=y[2]=r[r.length-1]+(r[r.length-1]-r[r.length-2])/2,p=y[3]=o[o.length-1]+(o[o.length-1]-o[o.length-2])/2);var m=1/(f-u),x=1/(p-c),b=e[0],_=e[1];this.shape=[b,_];var w=(l?(b-1)*(_-1):b*_)*(h.length>>>1);this.numVertices=w;for(var T=a.mallocUint8(4*w),k=a.mallocFloat32(2*w),A=a.mallocUint8(2*w),M=a.mallocUint32(w),S=0,E=l?b-1:b,L=l?_-1:_,C=0;C<L;++C){var P,O;l?(P=x*(o[C]-c),O=x*(o[C+1]-c)):(P=C<_-1?x*(o[C]-(o[C+1]-o[C])/2-c):x*(o[C]-(o[C]-o[C-1])/2-c),O=C<_-1?x*(o[C]+(o[C+1]-o[C])/2-c):x*(o[C]+(o[C]-o[C-1])/2-c));for(var I=0;I<E;++I){var D,z;l?(D=m*(r[I]-u),z=m*(r[I+1]-u)):(D=I<b-1?m*(r[I]-(r[I+1]-r[I])/2-u):m*(r[I]-(r[I]-r[I-1])/2-u),z=I<b-1?m*(r[I]+(r[I+1]-r[I])/2-u):m*(r[I]+(r[I]-r[I-1])/2-u));for(var R=0;R<h.length;R+=2){var F,B,N,j,U=h[R],V=h[R+1],H=s[l?(C+V)*b+(I+U):C*b+I],q=n.le(d,H);if(q<0)F=v[0],B=v[1],N=v[2],j=v[3];else if(q===g-1)F=v[4*g-4],B=v[4*g-3],N=v[4*g-2],j=v[4*g-1];else{var G=(H-d[q])/(d[q+1]-d[q]),Z=1-G,Y=4*q,W=4*(q+1);F=Z*v[Y]+G*v[W],B=Z*v[Y+1]+G*v[W+1],N=Z*v[Y+2]+G*v[W+2],j=Z*v[Y+3]+G*v[W+3]}T[4*S]=255*F,T[4*S+1]=255*B,T[4*S+2]=255*N,T[4*S+3]=255*j,k[2*S]=.5*D+.5*z,k[2*S+1]=.5*P+.5*O,A[2*S]=U,A[2*S+1]=V,M[S]=C*b+I,S+=1}}}this.positionBuffer.update(k),this.weightBuffer.update(A),this.colorBuffer.update(T),this.idBuffer.update(M),a.free(k),a.free(T),a.free(A),a.free(M)},f.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBuffer.dispose(),this.weightBuffer.dispose(),this.colorBuffer.dispose(),this.idBuffer.dispose(),this.plot.removeObject(this)}},1292:function(t,e,r){\"use strict\";var n=r(6832);t.exports={fragment:n([\"precision lowp float;\\n#define GLSLIFY 1\\nvarying vec4 fragColor;\\nvoid main() {\\n  gl_FragColor = vec4(fragColor.rgb * fragColor.a, fragColor.a);\\n}\\n\"]),vertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 color;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  fragColor = color;\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"]),pickFragment:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nuniform vec2 shape;\\nuniform vec4 pickOffset;\\n\\nvoid main() {\\n  vec2 d = step(.5, vWeight);\\n  vec4 id = fragId + pickOffset;\\n  id.x += d.x + d.y*shape.x;\\n\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  gl_FragColor = id/255.;\\n}\\n\"]),pickVertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nvoid main() {\\n  vWeight = weight;\\n\\n  fragId = pickId;\\n\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"])}},248:function(t,e,r){var n=r(6832),i=r(5158),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, nextPosition;\\nattribute float arcLength, lineWidth;\\nattribute vec4 color;\\n\\nuniform vec2 screenShape;\\nuniform float pixelRatio;\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 fragColor;\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  vec4 startPoint = project(position);\\n  vec4 endPoint   = project(nextPosition);\\n\\n  vec2 A = startPoint.xy / startPoint.w;\\n  vec2 B =   endPoint.xy /   endPoint.w;\\n\\n  float clipAngle = atan(\\n    (B.y - A.y) * screenShape.y,\\n    (B.x - A.x) * screenShape.x\\n  );\\n\\n  vec2 offset = 0.5 * pixelRatio * lineWidth * vec2(\\n    sin(clipAngle),\\n    -cos(clipAngle)\\n  ) / screenShape;\\n\\n  gl_Position = vec4(startPoint.xy + startPoint.w * offset, startPoint.zw);\\n\\n  worldPosition = position;\\n  pixelArcLength = arcLength;\\n  fragColor = color;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3      clipBounds[2];\\nuniform sampler2D dashTexture;\\nuniform float     dashScale;\\nuniform float     opacity;\\n\\nvarying vec3    worldPosition;\\nvarying float   pixelArcLength;\\nvarying vec4    fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], worldPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  float dashWeight = texture2D(dashTexture, vec2(dashScale * pixelArcLength, 0)).r;\\n  if(dashWeight < 0.5) {\\n    discard;\\n  }\\n  gl_FragColor = fragColor * opacity;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\n#define FLOAT_MAX  1.70141184e38\\n#define FLOAT_MIN  1.17549435e-38\\n\\n// https://github.com/mikolalysenko/glsl-read-float/blob/master/index.glsl\\nvec4 packFloat(float v) {\\n  float av = abs(v);\\n\\n  //Handle special cases\\n  if(av < FLOAT_MIN) {\\n    return vec4(0.0, 0.0, 0.0, 0.0);\\n  } else if(v > FLOAT_MAX) {\\n    return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\\n  } else if(v < -FLOAT_MAX) {\\n    return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\\n  }\\n\\n  vec4 c = vec4(0,0,0,0);\\n\\n  //Compute exponent and mantissa\\n  float e = floor(log2(av));\\n  float m = av * pow(2.0, -e) - 1.0;\\n\\n  //Unpack mantissa\\n  c[1] = floor(128.0 * m);\\n  m -= c[1] / 128.0;\\n  c[2] = floor(32768.0 * m);\\n  m -= c[2] / 32768.0;\\n  c[3] = floor(8388608.0 * m);\\n\\n  //Unpack exponent\\n  float ebias = e + 127.0;\\n  c[0] = floor(ebias / 2.0);\\n  ebias -= c[0] * 2.0;\\n  c[1] += floor(ebias) * 128.0;\\n\\n  //Unpack sign bit\\n  c[0] += 128.0 * step(0.0, -v);\\n\\n  //Scale back to range\\n  return c / 255.0;\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform float pickId;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], worldPosition)) discard;\\n\\n  gl_FragColor = vec4(pickId/255.0, packFloat(pixelArcLength).xyz);\\n}\"]),l=[{name:\"position\",type:\"vec3\"},{name:\"nextPosition\",type:\"vec3\"},{name:\"arcLength\",type:\"float\"},{name:\"lineWidth\",type:\"float\"},{name:\"color\",type:\"vec4\"}];e.createShader=function(t){return i(t,a,o,null,l)},e.createPickShader=function(t){return i(t,a,s,null,l)}},6086:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl||t.scene&&t.scene.gl,r=f(e);r.attributes.position.location=0,r.attributes.nextPosition.location=1,r.attributes.arcLength.location=2,r.attributes.lineWidth.location=3,r.attributes.color.location=4;var o=h(e);o.attributes.position.location=0,o.attributes.nextPosition.location=1,o.attributes.arcLength.location=2,o.attributes.lineWidth.location=3,o.attributes.color.location=4;for(var s=n(e),l=i(e,[{buffer:s,size:3,offset:0,stride:48},{buffer:s,size:3,offset:12,stride:48},{buffer:s,size:1,offset:24,stride:48},{buffer:s,size:1,offset:28,stride:48},{buffer:s,size:4,offset:32,stride:48}]),c=u(new Array(1024),[256,1,4]),p=0;p<1024;++p)c.data[p]=255;var d=a(e,c);d.wrap=e.REPEAT;var v=new y(e,r,o,s,l,d);return v.update(t),v};var n=r(5827),i=r(2944),a=r(8931),o=new Uint8Array(4),s=new Float32Array(o.buffer),l=r(5070),u=r(5050),c=r(248),f=c.createShader,h=c.createPickShader,p=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function d(t,e){for(var r=0,n=0;n<3;++n){var i=t[n]-e[n];r+=i*i}return Math.sqrt(r)}function v(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r<3;++r)e[0][r]=Math.max(t[0][r],e[0][r]),e[1][r]=Math.min(t[1][r],e[1][r]);return e}function g(t,e,r,n){this.arcLength=t,this.position=e,this.index=r,this.dataCoordinate=n}function y(t,e,r,n,i,a){this.gl=t,this.shader=e,this.pickShader=r,this.buffer=n,this.vao=i,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.points=[],this.arcLength=[],this.vertexCount=0,this.bounds=[[0,0,0],[0,0,0]],this.pickId=0,this.lineWidth=1,this.texture=a,this.dashScale=1,this.opacity=1,this.hasAlpha=!1,this.dirty=!0,this.pixelRatio=1}var m=y.prototype;m.isTransparent=function(){return this.hasAlpha},m.isOpaque=function(){return!this.hasAlpha},m.pickSlots=1,m.setPickBase=function(t){this.pickId=t},m.drawTransparent=m.draw=function(t){if(this.vertexCount){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,clipBounds:v(this.clipBounds),dashTexture:this.texture.bind(),dashScale:this.dashScale/this.arcLength[this.arcLength.length-1],opacity:this.opacity,screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},m.drawPick=function(t){if(this.vertexCount){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,pickId:this.pickId,clipBounds:v(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},m.update=function(t){var e,r;this.dirty=!0;var n=!!t.connectGaps;\"dashScale\"in t&&(this.dashScale=t.dashScale),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var i=[],a=[],o=[],s=0,c=0,f=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],h=t.position||t.positions;if(h){var p=t.color||t.colors||[0,0,0,1],v=t.lineWidth||1,g=!1;t:for(e=1;e<h.length;++e){var y,m,x,b=h[e-1],_=h[e];for(a.push(s),o.push(b.slice()),r=0;r<3;++r){if(isNaN(b[r])||isNaN(_[r])||!isFinite(b[r])||!isFinite(_[r])){if(!n&&i.length>0){for(var w=0;w<24;++w)i.push(i[i.length-12]);c+=2,g=!0}continue t}f[0][r]=Math.min(f[0][r],b[r],_[r]),f[1][r]=Math.max(f[1][r],b[r],_[r])}Array.isArray(p[0])?(y=p.length>e-1?p[e-1]:p.length>0?p[p.length-1]:[0,0,0,1],m=p.length>e?p[e]:p.length>0?p[p.length-1]:[0,0,0,1]):y=m=p,3===y.length&&(y=[y[0],y[1],y[2],1]),3===m.length&&(m=[m[0],m[1],m[2],1]),!this.hasAlpha&&y[3]<1&&(this.hasAlpha=!0),x=Array.isArray(v)?v.length>e-1?v[e-1]:v.length>0?v[v.length-1]:[0,0,0,1]:v;var T=s;if(s+=d(b,_),g){for(r=0;r<2;++r)i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,y[0],y[1],y[2],y[3]);c+=2,g=!1}i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,y[0],y[1],y[2],y[3],b[0],b[1],b[2],_[0],_[1],_[2],T,-x,y[0],y[1],y[2],y[3],_[0],_[1],_[2],b[0],b[1],b[2],s,-x,m[0],m[1],m[2],m[3],_[0],_[1],_[2],b[0],b[1],b[2],s,x,m[0],m[1],m[2],m[3]),c+=4}}if(this.buffer.update(i),a.push(s),o.push(h[h.length-1].slice()),this.bounds=f,this.vertexCount=c,this.points=o,this.arcLength=a,\"dashes\"in t){var k=t.dashes.slice();for(k.unshift(0),e=1;e<k.length;++e)k[e]=k[e-1]+k[e];var A=u(new Array(1024),[256,1,4]);for(e=0;e<256;++e){for(r=0;r<4;++r)A.set(e,0,r,0);1&l.le(k,k[k.length-1]*e/255)?A.set(e,0,0,0):A.set(e,0,0,255)}this.texture.setPixels(A)}},m.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()},m.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=function(t,e,r,n){return o[0]=0,o[1]=r,o[2]=e,o[3]=t,s[0]}(t.value[0],t.value[1],t.value[2]),r=l.le(this.arcLength,e);if(r<0)return null;if(r===this.arcLength.length-1)return new g(this.arcLength[this.arcLength.length-1],this.points[this.points.length-1].slice(),r);for(var n=this.points[r],i=this.points[Math.min(r+1,this.points.length-1)],a=(e-this.arcLength[r])/(this.arcLength[r+1]-this.arcLength[r]),u=1-a,c=[0,0,0],f=0;f<3;++f)c[f]=u*n[f]+a*i[f];var h=Math.min(a<.5?r:r+1,this.points.length-1);return new g(e,c,h,this.points[h])}},7332:function(t){t.exports=function(t){var e=new Float32Array(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e}},9823:function(t){t.exports=function(){var t=new Float32Array(16);return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},7787:function(t){t.exports=function(t){var e=t[0],r=t[1],n=t[2],i=t[3],a=t[4],o=t[5],s=t[6],l=t[7],u=t[8],c=t[9],f=t[10],h=t[11],p=t[12],d=t[13],v=t[14],g=t[15];return(e*o-r*a)*(f*g-h*v)-(e*s-n*a)*(c*g-h*d)+(e*l-i*a)*(c*v-f*d)+(r*s-n*o)*(u*g-h*p)-(r*l-i*o)*(u*v-f*p)+(n*l-i*s)*(u*d-c*p)}},5950:function(t){t.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=r+r,s=n+n,l=i+i,u=r*o,c=n*o,f=n*s,h=i*o,p=i*s,d=i*l,v=a*o,g=a*s,y=a*l;return t[0]=1-f-d,t[1]=c+y,t[2]=h-g,t[3]=0,t[4]=c-y,t[5]=1-u-d,t[6]=p+v,t[7]=0,t[8]=h+g,t[9]=p-v,t[10]=1-u-f,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},7280:function(t){t.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=n+n,l=i+i,u=a+a,c=n*s,f=n*l,h=n*u,p=i*l,d=i*u,v=a*u,g=o*s,y=o*l,m=o*u;return t[0]=1-(p+v),t[1]=f+m,t[2]=h-y,t[3]=0,t[4]=f-m,t[5]=1-(c+v),t[6]=d+g,t[7]=0,t[8]=h+y,t[9]=d-g,t[10]=1-(c+p),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}},9947:function(t){t.exports=function(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},7437:function(t){t.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=e[4],s=e[5],l=e[6],u=e[7],c=e[8],f=e[9],h=e[10],p=e[11],d=e[12],v=e[13],g=e[14],y=e[15],m=r*s-n*o,x=r*l-i*o,b=r*u-a*o,_=n*l-i*s,w=n*u-a*s,T=i*u-a*l,k=c*v-f*d,A=c*g-h*d,M=c*y-p*d,S=f*g-h*v,E=f*y-p*v,L=h*y-p*g,C=m*L-x*E+b*S+_*M-w*A+T*k;return C?(C=1/C,t[0]=(s*L-l*E+u*S)*C,t[1]=(i*E-n*L-a*S)*C,t[2]=(v*T-g*w+y*_)*C,t[3]=(h*w-f*T-p*_)*C,t[4]=(l*M-o*L-u*A)*C,t[5]=(r*L-i*M+a*A)*C,t[6]=(g*b-d*T-y*x)*C,t[7]=(c*T-h*b+p*x)*C,t[8]=(o*E-s*M+u*k)*C,t[9]=(n*M-r*E-a*k)*C,t[10]=(d*w-v*b+y*m)*C,t[11]=(f*b-c*w-p*m)*C,t[12]=(s*A-o*S-l*k)*C,t[13]=(r*S-n*A+i*k)*C,t[14]=(v*x-d*_-g*m)*C,t[15]=(c*_-f*x+h*m)*C,t):null}},3012:function(t,e,r){var n=r(9947);t.exports=function(t,e,r,i){var a,o,s,l,u,c,f,h,p,d,v=e[0],g=e[1],y=e[2],m=i[0],x=i[1],b=i[2],_=r[0],w=r[1],T=r[2];return Math.abs(v-_)<1e-6&&Math.abs(g-w)<1e-6&&Math.abs(y-T)<1e-6?n(t):(f=v-_,h=g-w,p=y-T,a=x*(p*=d=1/Math.sqrt(f*f+h*h+p*p))-b*(h*=d),o=b*(f*=d)-m*p,s=m*h-x*f,(d=Math.sqrt(a*a+o*o+s*s))?(a*=d=1/d,o*=d,s*=d):(a=0,o=0,s=0),l=h*s-p*o,u=p*a-f*s,c=f*o-h*a,(d=Math.sqrt(l*l+u*u+c*c))?(l*=d=1/d,u*=d,c*=d):(l=0,u=0,c=0),t[0]=a,t[1]=l,t[2]=f,t[3]=0,t[4]=o,t[5]=u,t[6]=h,t[7]=0,t[8]=s,t[9]=c,t[10]=p,t[11]=0,t[12]=-(a*v+o*g+s*y),t[13]=-(l*v+u*g+c*y),t[14]=-(f*v+h*g+p*y),t[15]=1,t)}},104:function(t){t.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],u=e[6],c=e[7],f=e[8],h=e[9],p=e[10],d=e[11],v=e[12],g=e[13],y=e[14],m=e[15],x=r[0],b=r[1],_=r[2],w=r[3];return t[0]=x*n+b*s+_*f+w*v,t[1]=x*i+b*l+_*h+w*g,t[2]=x*a+b*u+_*p+w*y,t[3]=x*o+b*c+_*d+w*m,x=r[4],b=r[5],_=r[6],w=r[7],t[4]=x*n+b*s+_*f+w*v,t[5]=x*i+b*l+_*h+w*g,t[6]=x*a+b*u+_*p+w*y,t[7]=x*o+b*c+_*d+w*m,x=r[8],b=r[9],_=r[10],w=r[11],t[8]=x*n+b*s+_*f+w*v,t[9]=x*i+b*l+_*h+w*g,t[10]=x*a+b*u+_*p+w*y,t[11]=x*o+b*c+_*d+w*m,x=r[12],b=r[13],_=r[14],w=r[15],t[12]=x*n+b*s+_*f+w*v,t[13]=x*i+b*l+_*h+w*g,t[14]=x*a+b*u+_*p+w*y,t[15]=x*o+b*c+_*d+w*m,t}},5268:function(t){t.exports=function(t,e,r,n,i,a,o){var s=1/(e-r),l=1/(n-i),u=1/(a-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*u,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(o+a)*u,t[15]=1,t}},1120:function(t){t.exports=function(t,e,r,n,i){var a=1/Math.tan(e/2),o=1/(n-i);return t[0]=a/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=a,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=(i+n)*o,t[11]=-1,t[12]=0,t[13]=0,t[14]=2*i*n*o,t[15]=0,t}},4422:function(t){t.exports=function(t,e,r,n){var i,a,o,s,l,u,c,f,h,p,d,v,g,y,m,x,b,_,w,T,k,A,M,S,E=n[0],L=n[1],C=n[2],P=Math.sqrt(E*E+L*L+C*C);return Math.abs(P)<1e-6?null:(E*=P=1/P,L*=P,C*=P,i=Math.sin(r),o=1-(a=Math.cos(r)),s=e[0],l=e[1],u=e[2],c=e[3],f=e[4],h=e[5],p=e[6],d=e[7],v=e[8],g=e[9],y=e[10],m=e[11],x=E*E*o+a,b=L*E*o+C*i,_=C*E*o-L*i,w=E*L*o-C*i,T=L*L*o+a,k=C*L*o+E*i,A=E*C*o+L*i,M=L*C*o-E*i,S=C*C*o+a,t[0]=s*x+f*b+v*_,t[1]=l*x+h*b+g*_,t[2]=u*x+p*b+y*_,t[3]=c*x+d*b+m*_,t[4]=s*w+f*T+v*k,t[5]=l*w+h*T+g*k,t[6]=u*w+p*T+y*k,t[7]=c*w+d*T+m*k,t[8]=s*A+f*M+v*S,t[9]=l*A+h*M+g*S,t[10]=u*A+p*M+y*S,t[11]=c*A+d*M+m*S,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t)}},6109:function(t){t.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[4],o=e[5],s=e[6],l=e[7],u=e[8],c=e[9],f=e[10],h=e[11];return e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[4]=a*i+u*n,t[5]=o*i+c*n,t[6]=s*i+f*n,t[7]=l*i+h*n,t[8]=u*i-a*n,t[9]=c*i-o*n,t[10]=f*i-s*n,t[11]=h*i-l*n,t}},7115:function(t){t.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],u=e[8],c=e[9],f=e[10],h=e[11];return e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[0]=a*i-u*n,t[1]=o*i-c*n,t[2]=s*i-f*n,t[3]=l*i-h*n,t[8]=a*n+u*i,t[9]=o*n+c*i,t[10]=s*n+f*i,t[11]=l*n+h*i,t}},5240:function(t){t.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],u=e[4],c=e[5],f=e[6],h=e[7];return e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[0]=a*i+u*n,t[1]=o*i+c*n,t[2]=s*i+f*n,t[3]=l*i+h*n,t[4]=u*i-a*n,t[5]=c*i-o*n,t[6]=f*i-s*n,t[7]=h*i-l*n,t}},3668:function(t){t.exports=function(t,e,r){var n=r[0],i=r[1],a=r[2];return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*i,t[5]=e[5]*i,t[6]=e[6]*i,t[7]=e[7]*i,t[8]=e[8]*a,t[9]=e[9]*a,t[10]=e[10]*a,t[11]=e[11]*a,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},998:function(t){t.exports=function(t,e,r){var n,i,a,o,s,l,u,c,f,h,p,d,v=r[0],g=r[1],y=r[2];return e===t?(t[12]=e[0]*v+e[4]*g+e[8]*y+e[12],t[13]=e[1]*v+e[5]*g+e[9]*y+e[13],t[14]=e[2]*v+e[6]*g+e[10]*y+e[14],t[15]=e[3]*v+e[7]*g+e[11]*y+e[15]):(n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],u=e[6],c=e[7],f=e[8],h=e[9],p=e[10],d=e[11],t[0]=n,t[1]=i,t[2]=a,t[3]=o,t[4]=s,t[5]=l,t[6]=u,t[7]=c,t[8]=f,t[9]=h,t[10]=p,t[11]=d,t[12]=n*v+s*g+f*y+e[12],t[13]=i*v+l*g+h*y+e[13],t[14]=a*v+u*g+p*y+e[14],t[15]=o*v+c*g+d*y+e[15]),t}},2142:function(t){t.exports=function(t,e){if(t===e){var r=e[1],n=e[2],i=e[3],a=e[6],o=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=r,t[6]=e[9],t[7]=e[13],t[8]=n,t[9]=a,t[11]=e[14],t[12]=i,t[13]=o,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},4340:function(t,e,r){\"use strict\";var n=r(957),i=r(7309);function a(t,e){for(var r=[0,0,0,0],n=0;n<4;++n)for(var i=0;i<4;++i)r[i]+=t[4*n+i]*e[n];return r}function o(t,e,r,n,i){for(var o=a(n,a(r,a(e,[t[0],t[1],t[2],1]))),s=0;s<3;++s)o[s]/=o[3];return[.5*i[0]*(1+o[0]),.5*i[1]*(1-o[1])]}function s(t,e){for(var r=[0,0,0],n=0;n<t.length;++n)for(var i=t[n],a=e[n],o=0;o<3;++o)r[o]+=a*i[o];return r}t.exports=function(t,e,r,a,l,u){if(1===t.length)return[0,t[0].slice()];for(var c=new Array(t.length),f=0;f<t.length;++f)c[f]=o(t[f],r,a,l,u);var h=0,p=1/0;for(f=0;f<c.length;++f){for(var d=0,v=0;v<2;++v)d+=Math.pow(c[f][v]-e[v],2);d<p&&(p=d,h=f)}var g=function(t,e){if(2===t.length){for(var r=0,a=0,o=0;o<2;++o)r+=Math.pow(e[o]-t[0][o],2),a+=Math.pow(e[o]-t[1][o],2);return(r=Math.sqrt(r))+(a=Math.sqrt(a))<1e-6?[1,0]:[a/(r+a),r/(a+r)]}if(3===t.length){var s=[0,0];return i(t[0],t[1],t[2],e,s),n(t,s)}return[]}(c,e),y=0;for(f=0;f<3;++f){if(g[f]<-.001||g[f]>1.0001)return null;y+=g[f]}return Math.abs(y-1)>.001?null:[h,s(t,g),g]}},2056:function(t,e,r){var n=r(6832),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, normal;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model\\n           , view\\n           , projection\\n           , inverseModel;\\nuniform vec3 eyePosition\\n           , lightPosition;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  gl_Position      = project(position);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * vec4(position , 1.0);\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal  = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  f_color          = color;\\n  f_data           = position;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\n//#pragma glslify: beckmann = require(glsl-specular-beckmann) // used in gl-surface3d\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness\\n            , fresnel\\n            , kambient\\n            , kdiffuse\\n            , kspecular;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (f_color.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], f_data)\\n  ) discard;\\n\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  //float specular = max(0.0, beckmann(L, V, N, roughness)); // used in gl-surface3d\\n\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = vec4(f_color.rgb, 1.0) * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * f_color.a;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_color = color;\\n  f_data  = position;\\n  f_uv    = uv;\\n}\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_data)) discard;\\n\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\nattribute float pointSize;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0 ,0.0 ,0.0);\\n  } else {\\n    gl_Position = projection * view * model * vec4(position, 1.0);\\n  }\\n  gl_PointSize = pointSize;\\n  f_color = color;\\n  f_uv = uv;\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  vec2 pointR = gl_PointCoord.xy - vec2(0.5, 0.5);\\n  if(dot(pointR, pointR) > 0.25) {\\n    discard;\\n  }\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_id        = id;\\n  f_position  = position;\\n}\"]),f=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]),h=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3  position;\\nattribute float pointSize;\\nattribute vec4  id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0, 0.0, 0.0);\\n  } else {\\n    gl_Position  = projection * view * model * vec4(position, 1.0);\\n    gl_PointSize = pointSize;\\n  }\\n  f_id         = id;\\n  f_position   = position;\\n}\"]),p=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n}\"]),d=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec3 contourColor;\\n\\nvoid main() {\\n  gl_FragColor = vec4(contourColor, 1.0);\\n}\\n\"]);e.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},e.wireShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},e.pointShader={vertex:l,fragment:u,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"pointSize\",type:\"float\"}]},e.pickShader={vertex:c,fragment:f,attributes:[{name:\"position\",type:\"vec3\"},{name:\"id\",type:\"vec4\"}]},e.pointPickShader={vertex:h,fragment:f,attributes:[{name:\"position\",type:\"vec3\"},{name:\"pointSize\",type:\"float\"},{name:\"id\",type:\"vec4\"}]},e.contourShader={vertex:p,fragment:d,attributes:[{name:\"position\",type:\"vec3\"}]}},8116:function(t,e,r){\"use strict\";var n=r(5158),i=r(5827),a=r(2944),o=r(8931),s=r(115),l=r(104),u=r(7437),c=r(5050),f=r(9156),h=r(7212),p=r(5306),d=r(2056),v=r(4340),g=d.meshShader,y=d.wireShader,m=d.pointShader,x=d.pickShader,b=d.pointPickShader,_=d.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function T(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v,g,y,m,x,b,_,T,k,A,M,S){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.lineShader=n,this.pointShader=i,this.pickShader=a,this.pointPickShader=o,this.contourShader=s,this.trianglePositions=l,this.triangleColors=c,this.triangleNormals=h,this.triangleUVs=f,this.triangleIds=u,this.triangleVAO=p,this.triangleCount=0,this.lineWidth=1,this.edgePositions=d,this.edgeColors=g,this.edgeUVs=y,this.edgeIds=v,this.edgeVAO=m,this.edgeCount=0,this.pointPositions=x,this.pointColors=_,this.pointUVs=T,this.pointSizes=k,this.pointIds=b,this.pointVAO=A,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=M,this.contourVAO=S,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickVertex=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.hasAlpha=!1,this.opacityscale=!1,this._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var k=T.prototype;function A(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}function M(t){var e=n(t,m.vertex,m.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.pointSize.location=4,e}function S(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function E(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function L(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e}k.isOpaque=function(){return!this.hasAlpha},k.isTransparent=function(){return this.hasAlpha},k.pickSlots=1,k.setPickBase=function(t){this.pickId=t},k.highlight=function(t){if(t&&this.contourEnable){for(var e=h(this.cells,this.intensity,t.intensity),r=e.cells,n=e.vertexIds,i=e.vertexWeights,a=r.length,o=p.mallocFloat32(6*a),s=0,l=0;l<a;++l)for(var u=r[l],c=0;c<2;++c){var f=u[0];2===u.length&&(f=u[c]);for(var d=n[f][0],v=n[f][1],g=i[f],y=1-g,m=this.positions[d],x=this.positions[v],b=0;b<3;++b)o[s++]=g*m[b]+y*x[b]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),p.free(o)}else this.contourCount=0},k.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"contourEnable\"in t&&(this.contourEnable=t.contourEnable),\"contourColor\"in t&&(this.contourColor=t.contourColor),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=t.opacity,this.opacity<1&&(this.hasAlpha=!0)),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale,this.hasAlpha=!0),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t,e){for(var r=f({colormap:t,nshades:256,format:\"rgba\"}),n=new Uint8Array(1024),i=0;i<256;++i){for(var a=r[i],o=0;o<3;++o)n[4*i+o]=a[o];n[4*i+3]=e?255*A(i/255,e):255*a[3]}return c(n,[256,256,4],[4,0,1])}(t.colormap,this.opacityscale)),this.texture.generateMipmap());var r=t.cells,n=t.positions;if(n&&r){var i=[],a=[],l=[],u=[],h=[],p=[],d=[],v=[],g=[],y=[],m=[],x=[],b=[],_=[];this.cells=r,this.positions=n;var w=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,M=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&&!T&&(T=s.faceNormals(r,n,M)),T||w||(w=s.vertexNormals(r,n,k));var S=t.vertexColors,E=t.cellColors,L=t.meshColor||[1,1,1,1],C=t.vertexUVs,P=t.vertexIntensity,O=t.cellUVs,I=t.cellIntensity,D=1/0,z=-1/0;if(!C&&!O)if(P)if(t.vertexIntensityBounds)D=+t.vertexIntensityBounds[0],z=+t.vertexIntensityBounds[1];else for(var R=0;R<P.length;++R){var F=P[R];D=Math.min(D,F),z=Math.max(z,F)}else if(I)if(t.cellIntensityBounds)D=+t.cellIntensityBounds[0],z=+t.cellIntensityBounds[1];else for(R=0;R<I.length;++R)F=I[R],D=Math.min(D,F),z=Math.max(z,F);else for(R=0;R<n.length;++R)F=n[R][2],D=Math.min(D,F),z=Math.max(z,F);this.intensity=P||I||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.pickVertex=!(I||E);var B=t.pointSizes,N=t.pointSize||1;for(this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],R=0;R<n.length;++R)for(var j=n[R],U=0;U<3;++U)!isNaN(j[U])&&isFinite(j[U])&&(this.bounds[0][U]=Math.min(this.bounds[0][U],j[U]),this.bounds[1][U]=Math.max(this.bounds[1][U],j[U]));var V=0,H=0,q=0;t:for(R=0;R<r.length;++R){var G=r[R];switch(G.length){case 1:for(j=n[Y=G[0]],U=0;U<3;++U)if(isNaN(j[U])||!isFinite(j[U]))continue t;y.push(j[0],j[1],j[2]),W=S?S[Y]:E?E[R]:L,this.opacityscale&&P?a.push(W[0],W[1],W[2],this.opacity*A((P[Y]-D)/(z-D),this.opacityscale)):3===W.length?m.push(W[0],W[1],W[2],this.opacity):(m.push(W[0],W[1],W[2],W[3]*this.opacity),W[3]<1&&(this.hasAlpha=!0)),X=C?C[Y]:P?[(P[Y]-D)/(z-D),0]:O?O[R]:I?[(I[R]-D)/(z-D),0]:[(j[2]-D)/(z-D),0],x.push(X[0],X[1]),B?b.push(B[Y]):b.push(N),_.push(R),q+=1;break;case 2:for(U=0;U<2;++U){j=n[Y=G[U]];for(var Z=0;Z<3;++Z)if(isNaN(j[Z])||!isFinite(j[Z]))continue t}for(U=0;U<2;++U)j=n[Y=G[U]],p.push(j[0],j[1],j[2]),W=S?S[Y]:E?E[R]:L,this.opacityscale&&P?a.push(W[0],W[1],W[2],this.opacity*A((P[Y]-D)/(z-D),this.opacityscale)):3===W.length?d.push(W[0],W[1],W[2],this.opacity):(d.push(W[0],W[1],W[2],W[3]*this.opacity),W[3]<1&&(this.hasAlpha=!0)),X=C?C[Y]:P?[(P[Y]-D)/(z-D),0]:O?O[R]:I?[(I[R]-D)/(z-D),0]:[(j[2]-D)/(z-D),0],v.push(X[0],X[1]),g.push(R);H+=1;break;case 3:for(U=0;U<3;++U)for(j=n[Y=G[U]],Z=0;Z<3;++Z)if(isNaN(j[Z])||!isFinite(j[Z]))continue t;for(U=0;U<3;++U){var Y,W,X,J;j=n[Y=G[2-U]],i.push(j[0],j[1],j[2]),(W=S?S[Y]:E?E[R]:L)?this.opacityscale&&P?a.push(W[0],W[1],W[2],this.opacity*A((P[Y]-D)/(z-D),this.opacityscale)):3===W.length?a.push(W[0],W[1],W[2],this.opacity):(a.push(W[0],W[1],W[2],W[3]*this.opacity),W[3]<1&&(this.hasAlpha=!0)):a.push(.5,.5,.5,1),X=C?C[Y]:P?[(P[Y]-D)/(z-D),0]:O?O[R]:I?[(I[R]-D)/(z-D),0]:[(j[2]-D)/(z-D),0],u.push(X[0],X[1]),J=w?w[Y]:T[R],l.push(J[0],J[1],J[2]),h.push(R)}V+=1}}this.pointCount=q,this.edgeCount=H,this.triangleCount=V,this.pointPositions.update(y),this.pointColors.update(m),this.pointUVs.update(x),this.pointSizes.update(b),this.pointIds.update(new Uint32Array(_)),this.edgePositions.update(p),this.edgeColors.update(d),this.edgeUVs.update(v),this.edgeIds.update(new Uint32Array(g)),this.trianglePositions.update(i),this.triangleColors.update(a),this.triangleUVs.update(u),this.triangleNormals.update(l),this.triangleIds.update(new Uint32Array(h))}},k.drawTransparent=k.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var s={model:r,view:n,projection:i,inverseModel:w.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],contourColor:this.contourColor,texture:0};s.inverseModel=u(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var c=new Array(16);for(l(c,s.view,s.model),l(c,s.projection,c),u(c,c),o=0;o<3;++o)s.eyePosition[o]=c[12+o]/c[15];var f,h=c[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*c[4*o+3];for(o=0;o<3;++o){for(var p=c[12+o],d=0;d<3;++d)p+=c[4*d+o]*this.lightPosition[d];s.lightPosition[o]=p/h}this.triangleCount>0&&((f=this.triShader).bind(),f.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&this.lineWidth>0&&((f=this.lineShader).bind(),f.uniforms=s,this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0&&((f=this.pointShader).bind(),f.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind()),this.contourEnable&&this.contourCount>0&&this.contourLineWidth>0&&((f=this.contourShader).bind(),f.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},k.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s,l={model:r,view:n,projection:i,clipBounds:a,pickId:this.pickId/255};(s=this.pickShader).bind(),s.uniforms=l,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0&&((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},k.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;for(var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions,i=new Array(r.length),a=0;a<r.length;++a)i[a]=n[r[a]];var o=t.coord[0],s=t.coord[1];if(!this.pickVertex){var l=this.positions[r[0]],u=this.positions[r[1]],c=this.positions[r[2]],f=[(l[0]+u[0]+c[0])/3,(l[1]+u[1]+c[1])/3,(l[2]+u[2]+c[2])/3];return{_cellCenter:!0,position:[o,s],index:e,cell:r,cellId:e,intensity:this.intensity[e],dataCoordinate:f}}var h=v(i,[o*this.pixelRatio,this._resolution[1]-s*this.pixelRatio],this._model,this._view,this._projection,this._resolution);if(!h)return null;var p=h[2],d=0;for(a=0;a<r.length;++a)d+=p[a]*this.intensity[r[a]];return{position:h[1],index:r[h[0]],cell:r,cellId:e,intensity:d,dataCoordinate:this.positions[r[h[0]]]}},k.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.lineShader.dispose(),this.pointShader.dispose(),this.pickShader.dispose(),this.pointPickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleNormals.dispose(),this.triangleIds.dispose(),this.edgeVAO.dispose(),this.edgePositions.dispose(),this.edgeColors.dispose(),this.edgeUVs.dispose(),this.edgeIds.dispose(),this.pointVAO.dispose(),this.pointPositions.dispose(),this.pointColors.dispose(),this.pointUVs.dispose(),this.pointSizes.dispose(),this.pointIds.dispose(),this.contourVAO.dispose(),this.contourPositions.dispose(),this.contourShader.dispose()},t.exports=function(t,e){if(1===arguments.length&&(t=(e=t).gl),!(t.getExtension(\"OES_standard_derivatives\")||t.getExtension(\"MOZ_OES_standard_derivatives\")||t.getExtension(\"WEBKIT_OES_standard_derivatives\")))throw new Error(\"derivatives not supported\");var r=function(t){var e=n(t,g.vertex,g.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.normal.location=4,e}(t),s=function(t){var e=n(t,y.vertex,y.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}(t),l=M(t),u=S(t),f=E(t),h=L(t),p=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));p.generateMipmap(),p.minFilter=t.LINEAR_MIPMAP_LINEAR,p.magFilter=t.LINEAR;var d=i(t),v=i(t),m=i(t),x=i(t),b=i(t),_=a(t,[{buffer:d,type:t.FLOAT,size:3},{buffer:b,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:v,type:t.FLOAT,size:4},{buffer:m,type:t.FLOAT,size:2},{buffer:x,type:t.FLOAT,size:3}]),w=i(t),k=i(t),A=i(t),C=i(t),P=a(t,[{buffer:w,type:t.FLOAT,size:3},{buffer:C,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:k,type:t.FLOAT,size:4},{buffer:A,type:t.FLOAT,size:2}]),O=i(t),I=i(t),D=i(t),z=i(t),R=i(t),F=a(t,[{buffer:O,type:t.FLOAT,size:3},{buffer:R,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:I,type:t.FLOAT,size:4},{buffer:D,type:t.FLOAT,size:2},{buffer:z,type:t.FLOAT,size:1}]),B=i(t),N=new T(t,p,r,s,l,u,f,h,d,b,v,m,x,_,w,C,k,A,P,O,R,I,D,z,F,B,a(t,[{buffer:B,type:t.FLOAT,size:3}]));return N.update(e),N}},4554:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new o(t,n(e,[0,0,0,1,1,0,1,1]),i(e,a.boxVert,a.lineFrag))};var n=r(5827),i=r(5158),a=r(2709);function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,u=o.prototype;u.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},u.drawBox=(s=[0,0],l=[0,0],function(t,e,r,n,i){var a=this.plot,o=this.shader,u=a.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,o.uniforms.lo=s,o.uniforms.hi=l,o.uniforms.color=i,u.drawArrays(u.TRIANGLE_STRIP,0,4)}),u.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},3016:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new s(t,n(e),i(e,o.gridVert,o.gridFrag),i(e,o.tickVert,o.gridFrag))};var n=r(5827),i=r(5158),a=r(5070),o=r(2709);function s(t,e,r,n){this.plot=t,this.vbo=e,this.shader=r,this.tickShader=n,this.ticks=[[],[]]}function l(t,e){return t-e}var u,c,f,h,p,d=s.prototype;d.draw=(u=[0,0],c=[0,0],f=[0,0],function(){for(var t=this.plot,e=this.vbo,r=this.shader,n=this.ticks,i=t.gl,a=t._tickBounds,o=t.dataBox,s=t.viewBox,l=t.gridLineWidth,h=t.gridLineColor,p=t.gridLineEnable,d=t.pixelRatio,v=0;v<2;++v){var g=a[v],y=a[v+2]-g,m=.5*(o[v+2]+o[v]),x=o[v+2]-o[v];c[v]=2*y/x,u[v]=2*(g-m)/x}r.bind(),e.bind(),r.attributes.dataCoord.pointer(),r.uniforms.dataShift=u,r.uniforms.dataScale=c;var b=0;for(v=0;v<2;++v){f[0]=f[1]=0,f[v]=1,r.uniforms.dataAxis=f,r.uniforms.lineWidth=l[v]/(s[v+2]-s[v])*d,r.uniforms.color=h[v];var _=6*n[v].length;p[v]&&_&&i.drawArrays(i.TRIANGLES,b,_),b+=_}}),d.drawTickMarks=function(){var t=[0,0],e=[0,0],r=[1,0],n=[0,1],i=[0,0],o=[0,0];return function(){for(var s=this.plot,u=this.vbo,c=this.tickShader,f=this.ticks,h=s.gl,p=s._tickBounds,d=s.dataBox,v=s.viewBox,g=s.pixelRatio,y=s.screenBox,m=y[2]-y[0],x=y[3]-y[1],b=v[2]-v[0],_=v[3]-v[1],w=0;w<2;++w){var T=p[w],k=p[w+2]-T,A=.5*(d[w+2]+d[w]),M=d[w+2]-d[w];e[w]=2*k/M,t[w]=2*(T-A)/M}e[0]*=b/m,t[0]*=b/m,e[1]*=_/x,t[1]*=_/x,c.bind(),u.bind(),c.attributes.dataCoord.pointer();var S=c.uniforms;S.dataShift=t,S.dataScale=e;var E=s.tickMarkLength,L=s.tickMarkWidth,C=s.tickMarkColor,P=6*f[0].length,O=Math.min(a.ge(f[0],(d[0]-p[0])/(p[2]-p[0]),l),f[0].length),I=Math.min(a.gt(f[0],(d[2]-p[0])/(p[2]-p[0]),l),f[0].length),D=0+6*O,z=6*Math.max(0,I-O),R=Math.min(a.ge(f[1],(d[1]-p[1])/(p[3]-p[1]),l),f[1].length),F=Math.min(a.gt(f[1],(d[3]-p[1])/(p[3]-p[1]),l),f[1].length),B=P+6*R,N=6*Math.max(0,F-R);i[0]=2*(v[0]-E[1])/m-1,i[1]=(v[3]+v[1])/x-1,o[0]=E[1]*g/m,o[1]=L[1]*g/x,N&&(S.color=C[1],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(v[2]+v[0])/m-1,i[1]=2*(v[1]-E[0])/x-1,o[0]=L[0]*g/m,o[1]=E[0]*g/x,z&&(S.color=C[0],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,D,z)),i[0]=2*(v[2]+E[3])/m-1,i[1]=(v[3]+v[1])/x-1,o[0]=E[3]*g/m,o[1]=L[3]*g/x,N&&(S.color=C[3],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(v[2]+v[0])/m-1,i[1]=2*(v[3]+E[2])/x-1,o[0]=L[2]*g/m,o[1]=E[2]*g/x,z&&(S.color=C[2],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,D,z))}}(),d.update=(h=[1,1,-1,-1,1,-1],p=[1,-1,1,1,-1,-1],function(t){for(var e=t.ticks,r=t.bounds,n=new Float32Array(18*(e[0].length+e[1].length)),i=(this.plot.zeroLineEnable,0),a=[[],[]],o=0;o<2;++o)for(var s=a[o],l=e[o],u=r[o],c=r[o+2],f=0;f<l.length;++f){var d=(l[f].x-u)/(c-u);s.push(d);for(var v=0;v<6;++v)n[i++]=d,n[i++]=h[v],n[i++]=p[v]}this.ticks=a,this.vbo.update(n)}),d.dispose=function(){this.vbo.dispose(),this.shader.dispose(),this.tickShader.dispose()}},1154:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new o(t,n(e,[-1,-1,-1,1,1,-1,1,1]),i(e,a.lineVert,a.lineFrag))};var n=r(5827),i=r(5158),a=r(2709);function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,u=o.prototype;u.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},u.drawLine=(s=[0,0],l=[0,0],function(t,e,r,n,i,a){var o=this.plot,u=this.shader,c=o.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,u.uniforms.start=s,u.uniforms.end=l,u.uniforms.width=i*o.pixelRatio,u.uniforms.color=a,c.drawArrays(c.TRIANGLE_STRIP,0,4)}),u.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},2709:function(t,e,r){\"use strict\";var n=r(6832),i=n([\"precision lowp float;\\n#define GLSLIFY 1\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = vec4(color.xyz * color.w, color.w);\\n}\\n\"]);t.exports={lineVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 start, end;\\nuniform float width;\\n\\nvec2 perp(vec2 v) {\\n  return vec2(v.y, -v.x);\\n}\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  vec2 delta = normalize(perp(start - end));\\n  vec2 offset = mix(start, end, 0.5 * (coord.y+1.0));\\n  gl_Position = vec4(screen(offset + 0.5 * width * delta * coord.x), 0, 1);\\n}\\n\"]),lineFrag:i,textVert:n([\"#define GLSLIFY 1\\nattribute vec3 textCoordinate;\\n\\nuniform vec2 dataScale, dataShift, dataAxis, screenOffset, textScale;\\nuniform float angle;\\n\\nvoid main() {\\n  float dataOffset  = textCoordinate.z;\\n  vec2 glyphOffset  = textCoordinate.xy;\\n  mat2 glyphMatrix = mat2(cos(angle), sin(angle), -sin(angle), cos(angle));\\n  vec2 screenCoordinate = dataAxis * (dataScale * dataOffset + dataShift) +\\n    glyphMatrix * glyphOffset * textScale + screenOffset;\\n  gl_Position = vec4(screenCoordinate, 0, 1);\\n}\\n\"]),textFrag:i,gridVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale;\\nuniform float lineWidth;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  pos += 10.0 * dataCoord.y * vec2(dataAxis.y, -dataAxis.x) + dataCoord.z * lineWidth;\\n  gl_Position = vec4(pos, 0, 1);\\n}\\n\"]),gridFrag:i,boxVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 lo, hi;\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  gl_Position = vec4(screen(mix(lo, hi, coord)), 0, 1);\\n}\\n\"]),tickVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale, screenOffset, tickScale;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  gl_Position = vec4(pos + tickScale*dataCoord.yz + screenOffset, 0, 1);\\n}\\n\"])}},5613:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl;return new l(t,n(e),i(e,s.textVert,s.textFrag))};var n=r(5827),i=r(5158),a=r(6946),o=r(5070),s=r(2709);function l(t,e,r){this.plot=t,this.vbo=e,this.shader=r,this.tickOffset=[[],[]],this.tickX=[[],[]],this.labelOffset=[0,0],this.labelCount=[0,0]}var u,c,f,h,p,d,v=l.prototype;v.drawTicks=(u=[0,0],c=[0,0],f=[0,0],function(t){var e=this.plot,r=this.shader,n=this.tickX[t],i=this.tickOffset[t],a=e.gl,s=e.viewBox,l=e.dataBox,h=e.screenBox,p=e.pixelRatio,d=e.tickEnable,v=e.tickPad,g=e.tickColor,y=e.tickAngle,m=e.labelEnable,x=e.labelPad,b=e.labelColor,_=e.labelAngle,w=this.labelOffset[t],T=this.labelCount[t],k=o.lt(n,l[t]),A=o.le(n,l[t+2]);u[0]=u[1]=0,u[t]=1,c[t]=(s[2+t]+s[t])/(h[2+t]-h[t])-1;var M=2/h[2+(1^t)]-h[1^t];c[1^t]=M*s[1^t]-1,d[t]&&(c[1^t]-=M*p*v[t],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=u,r.uniforms.screenOffset=c,r.uniforms.color=g[t],r.uniforms.angle=y[t],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),m[t]&&T&&(c[1^t]-=M*p*x[t],r.uniforms.dataAxis=f,r.uniforms.screenOffset=c,r.uniforms.color=b[t],r.uniforms.angle=_[t],a.drawArrays(a.TRIANGLES,w,T)),c[1^t]=M*s[2+(1^t)]-1,d[t+2]&&(c[1^t]+=M*p*v[t+2],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=u,r.uniforms.screenOffset=c,r.uniforms.color=g[t+2],r.uniforms.angle=y[t+2],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),m[t+2]&&T&&(c[1^t]+=M*p*x[t+2],r.uniforms.dataAxis=f,r.uniforms.screenOffset=c,r.uniforms.color=b[t+2],r.uniforms.angle=_[t+2],a.drawArrays(a.TRIANGLES,w,T))}),v.drawTitle=function(){var t=[0,0],e=[0,0];return function(){var r=this.plot,n=this.shader,i=r.gl,a=r.screenBox,o=r.titleCenter,s=r.titleAngle,l=r.titleColor,u=r.pixelRatio;if(this.titleCount){for(var c=0;c<2;++c)e[c]=2*(o[c]*u-a[c])/(a[2+c]-a[c])-1;n.bind(),n.uniforms.dataAxis=t,n.uniforms.screenOffset=e,n.uniforms.angle=s,n.uniforms.color=l,i.drawArrays(i.TRIANGLES,this.titleOffset,this.titleCount)}}}(),v.bind=(h=[0,0],p=[0,0],d=[0,0],function(){var t=this.plot,e=this.shader,r=t._tickBounds,n=t.dataBox,i=t.screenBox,a=t.viewBox;e.bind();for(var o=0;o<2;++o){var s=r[o],l=r[o+2]-s,u=.5*(n[o+2]+n[o]),c=n[o+2]-n[o],f=a[o],v=a[o+2]-f,g=i[o],y=i[o+2]-g;p[o]=2*l/c*v/y,h[o]=2*(s-u)/c*v/y}d[1]=2*t.pixelRatio/(i[3]-i[1]),d[0]=d[1]*(i[3]-i[1])/(i[2]-i[0]),e.uniforms.dataScale=p,e.uniforms.dataShift=h,e.uniforms.textScale=d,this.vbo.bind(),e.attributes.textCoordinate.pointer()}),v.update=function(t){var e,r,n,i,o,s=[],l=t.ticks,u=t.bounds;for(o=0;o<2;++o){var c=[Math.floor(s.length/3)],f=[-1/0],h=l[o];for(e=0;e<h.length;++e){var p=h[e],d=p.x,v=p.text,g=p.font||\"sans-serif\";i=p.fontSize||12;for(var y=1/(u[o+2]-u[o]),m=u[o],x=v.split(\"\\n\"),b=0;b<x.length;b++)for(n=a(g,x[b]).data,r=0;r<n.length;r+=2)s.push(n[r]*i,-n[r+1]*i-b*i*1.2,(d-m)*y);c.push(Math.floor(s.length/3)),f.push(d)}this.tickOffset[o]=c,this.tickX[o]=f}for(o=0;o<2;++o){for(this.labelOffset[o]=Math.floor(s.length/3),n=a(t.labelFont[o],t.labels[o],{textAlign:\"center\"}).data,i=t.labelSize[o],e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.labelCount[o]=Math.floor(s.length/3)-this.labelOffset[o]}for(this.titleOffset=Math.floor(s.length/3),n=a(t.titleFont,t.title).data,i=t.titleSize,e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.titleCount=Math.floor(s.length/3)-this.titleOffset,this.vbo.update(s)},v.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},2117:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl,r=new l(e,n(e,[e.drawingBufferWidth,e.drawingBufferHeight]));return r.grid=i(r),r.text=a(r),r.line=o(r),r.box=s(r),r.update(t),r};var n=r(2611),i=r(3016),a=r(5613),o=r(1154),s=r(4554);function l(t,e){this.gl=t,this.pickBuffer=e,this.screenBox=[0,0,t.drawingBufferWidth,t.drawingBufferHeight],this.viewBox=[0,0,0,0],this.dataBox=[-10,-10,10,10],this.gridLineEnable=[!0,!0],this.gridLineWidth=[1,1],this.gridLineColor=[[0,0,0,1],[0,0,0,1]],this.pixelRatio=1,this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickEnable=[!0,!0,!0,!0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[15,15,15,15],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelEnable=[!0,!0,!0,!0],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.titleCenter=[0,0],this.titleEnable=!0,this.titleAngle=0,this.titleColor=[0,0,0,1],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[4,4],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderLineEnable=[!0,!0,!0,!0],this.borderLineWidth=[2,2,2,2],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.grid=null,this.text=null,this.line=null,this.box=null,this.objects=[],this.overlays=[],this._tickBounds=[1/0,1/0,-1/0,-1/0],this.static=!1,this.dirty=!1,this.pickDirty=!1,this.pickDelay=120,this.pickRadius=10,this._pickTimeout=null,this._drawPick=this.drawPick.bind(this),this._depthCounter=0}var u=l.prototype;function c(t){for(var e=t.slice(),r=0;r<e.length;++r)e[r]=e[r].slice();return e}function f(t,e){return t.x-e.x}u.setDirty=function(){this.dirty=this.pickDirty=!0},u.setOverlayDirty=function(){this.dirty=!0},u.nextDepthValue=function(){return this._depthCounter++/65536},u.draw=function(){var t=this.gl,e=this.screenBox,r=this.viewBox,n=this.dataBox,i=this.pixelRatio,a=this.grid,o=this.line,s=this.text,l=this.objects;if(this._depthCounter=0,this.pickDirty&&(this._pickTimeout&&clearTimeout(this._pickTimeout),this.pickDirty=!1,this._pickTimeout=setTimeout(this._drawPick,this.pickDelay)),this.dirty){if(this.dirty=!1,t.bindFramebuffer(t.FRAMEBUFFER,null),t.enable(t.SCISSOR_TEST),t.disable(t.DEPTH_TEST),t.depthFunc(t.LESS),t.depthMask(!1),t.enable(t.BLEND),t.blendEquation(t.FUNC_ADD,t.FUNC_ADD),t.blendFunc(t.ONE,t.ONE_MINUS_SRC_ALPHA),this.borderColor){t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]);var u=this.borderColor;t.clearColor(u[0]*u[3],u[1]*u[3],u[2]*u[3],u[3]),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT)}t.scissor(r[0],r[1],r[2]-r[0],r[3]-r[1]),t.viewport(r[0],r[1],r[2]-r[0],r[3]-r[1]);var c=this.backgroundColor;t.clearColor(c[0]*c[3],c[1]*c[3],c[2]*c[3],c[3]),t.clear(t.COLOR_BUFFER_BIT),a.draw();var f=this.zeroLineEnable,h=this.zeroLineColor,p=this.zeroLineWidth;if(f[0]||f[1]){o.bind();for(var d=0;d<2;++d)if(f[d]&&n[d]<=0&&n[d+2]>=0){var v=e[d]-n[d]*(e[d+2]-e[d])/(n[d+2]-n[d]);0===d?o.drawLine(v,e[1],v,e[3],p[d],h[d]):o.drawLine(e[0],v,e[2],v,p[d],h[d])}}for(d=0;d<l.length;++d)l[d].draw();t.viewport(e[0],e[1],e[2]-e[0],e[3]-e[1]),t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]),this.grid.drawTickMarks(),o.bind();var g=this.borderLineEnable,y=this.borderLineWidth,m=this.borderLineColor;for(g[1]&&o.drawLine(r[0],r[1]-.5*y[1]*i,r[0],r[3]+.5*y[3]*i,y[1],m[1]),g[0]&&o.drawLine(r[0]-.5*y[0]*i,r[1],r[2]+.5*y[2]*i,r[1],y[0],m[0]),g[3]&&o.drawLine(r[2],r[1]-.5*y[1]*i,r[2],r[3]+.5*y[3]*i,y[3],m[3]),g[2]&&o.drawLine(r[0]-.5*y[0]*i,r[3],r[2]+.5*y[2]*i,r[3],y[2],m[2]),s.bind(),d=0;d<2;++d)s.drawTicks(d);this.titleEnable&&s.drawTitle();var x=this.overlays;for(d=0;d<x.length;++d)x[d].draw();t.disable(t.SCISSOR_TEST),t.disable(t.BLEND),t.depthMask(!0)}},u.drawPick=function(){if(!this.static){var t=this.pickBuffer;this.gl,this._pickTimeout=null,t.begin();for(var e=1,r=this.objects,n=0;n<r.length;++n)e=r[n].drawPick(e);t.end()}},u.pick=function(t,e){if(!this.static){var r=this.pixelRatio,n=this.pickPixelRatio,i=this.viewBox,a=0|Math.round((t-i[0]/r)*n),o=0|Math.round((e-i[1]/r)*n),s=this.pickBuffer.query(a,o,this.pickRadius);if(!s)return null;for(var l=s.id+(s.value[0]<<8)+(s.value[1]<<16)+(s.value[2]<<24),u=this.objects,c=0;c<u.length;++c){var f=u[c].pick(a,o,l);if(f)return f}return null}},u.setScreenBox=function(t){var e=this.screenBox,r=this.pixelRatio;e[0]=0|Math.round(t[0]*r),e[1]=0|Math.round(t[1]*r),e[2]=0|Math.round(t[2]*r),e[3]=0|Math.round(t[3]*r),this.setDirty()},u.setDataBox=function(t){var e=this.dataBox;(e[0]!==t[0]||e[1]!==t[1]||e[2]!==t[2]||e[3]!==t[3])&&(e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],this.setDirty())},u.setViewBox=function(t){var e=this.pixelRatio,r=this.viewBox;r[0]=0|Math.round(t[0]*e),r[1]=0|Math.round(t[1]*e),r[2]=0|Math.round(t[2]*e),r[3]=0|Math.round(t[3]*e);var n=this.pickPixelRatio;this.pickBuffer.shape=[0|Math.round((t[2]-t[0])*n),0|Math.round((t[3]-t[1])*n)],this.setDirty()},u.update=function(t){t=t||{};var e=this.gl;this.pixelRatio=t.pixelRatio||1;var r=this.pixelRatio;this.pickPixelRatio=Math.max(r,1),this.setScreenBox(t.screenBox||[0,0,e.drawingBufferWidth/r,e.drawingBufferHeight/r]),this.screenBox,this.setViewBox(t.viewBox||[.125*(this.screenBox[2]-this.screenBox[0])/r,.125*(this.screenBox[3]-this.screenBox[1])/r,.875*(this.screenBox[2]-this.screenBox[0])/r,.875*(this.screenBox[3]-this.screenBox[1])/r]);var n=this.viewBox,i=(n[2]-n[0])/(n[3]-n[1]);this.setDataBox(t.dataBox||[-10,-10/i,10,10/i]),this.borderColor=!1!==t.borderColor&&(t.borderColor||[0,0,0,0]).slice(),this.backgroundColor=(t.backgroundColor||[0,0,0,0]).slice(),this.gridLineEnable=(t.gridLineEnable||[!0,!0]).slice(),this.gridLineWidth=(t.gridLineWidth||[1,1]).slice(),this.gridLineColor=c(t.gridLineColor||[[.5,.5,.5,1],[.5,.5,.5,1]]),this.zeroLineEnable=(t.zeroLineEnable||[!0,!0]).slice(),this.zeroLineWidth=(t.zeroLineWidth||[4,4]).slice(),this.zeroLineColor=c(t.zeroLineColor||[[0,0,0,1],[0,0,0,1]]),this.tickMarkLength=(t.tickMarkLength||[0,0,0,0]).slice(),this.tickMarkWidth=(t.tickMarkWidth||[0,0,0,0]).slice(),this.tickMarkColor=c(t.tickMarkColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.titleCenter=(t.titleCenter||[.5*(n[0]+n[2])/r,(n[3]+120)/r]).slice(),this.titleEnable=!(\"titleEnable\"in t)||!!t.titleEnable,this.titleAngle=t.titleAngle||0,this.titleColor=(t.titleColor||[0,0,0,1]).slice(),this.labelPad=(t.labelPad||[15,15,15,15]).slice(),this.labelAngle=(t.labelAngle||[0,Math.PI/2,0,3*Math.PI/2]).slice(),this.labelEnable=(t.labelEnable||[!0,!0,!0,!0]).slice(),this.labelColor=c(t.labelColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.tickPad=(t.tickPad||[15,15,15,15]).slice(),this.tickAngle=(t.tickAngle||[0,0,0,0]).slice(),this.tickEnable=(t.tickEnable||[!0,!0,!0,!0]).slice(),this.tickColor=c(t.tickColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.borderLineEnable=(t.borderLineEnable||[!0,!0,!0,!0]).slice(),this.borderLineWidth=(t.borderLineWidth||[2,2,2,2]).slice(),this.borderLineColor=c(t.borderLineColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);var a=t.ticks||[[],[]],o=this._tickBounds;o[0]=o[1]=1/0,o[2]=o[3]=-1/0;for(var s=0;s<2;++s){var l=a[s].slice(0);0!==l.length&&(l.sort(f),o[s]=Math.min(o[s],l[0].x),o[s+2]=Math.max(o[s+2],l[l.length-1].x))}this.grid.update({bounds:o,ticks:a}),this.text.update({bounds:o,ticks:a,labels:t.labels||[\"x\",\"y\"],labelSize:t.labelSize||[12,12],labelFont:t.labelFont||[\"sans-serif\",\"sans-serif\"],title:t.title||\"\",titleSize:t.titleSize||18,titleFont:t.titleFont||\"sans-serif\"}),this.static=!!t.static,this.setDirty()},u.dispose=function(){this.box.dispose(),this.grid.dispose(),this.text.dispose(),this.line.dispose();for(var t=this.objects.length-1;t>=0;--t)this.objects[t].dispose();for(this.objects.length=0,t=this.overlays.length-1;t>=0;--t)this.overlays[t].dispose();this.overlays.length=0,this.gl=null},u.addObject=function(t){this.objects.indexOf(t)<0&&(this.objects.push(t),this.setDirty())},u.removeObject=function(t){for(var e=this.objects,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setDirty();break}},u.addOverlay=function(t){this.overlays.indexOf(t)<0&&(this.overlays.push(t),this.setOverlayDirty())},u.removeOverlay=function(t){for(var e=this.overlays,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setOverlayDirty();break}}},4296:function(t,e,r){\"use strict\";t.exports=function(t,e){t=t||document.body;var r=[.01,1/0];\"distanceLimits\"in(e=e||{})&&(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]),\"zoomMin\"in e&&(r[0]=e.zoomMin),\"zoomMax\"in e&&(r[1]=e.zoomMax);var u=i({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||\"orbit\",distanceLimits:r}),c=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],f=0,h=t.clientWidth,p=t.clientHeight,d={keyBindingMode:\"rotate\",enableWheel:!0,view:u,element:t,delay:e.delay||16,rotateSpeed:e.rotateSpeed||1,zoomSpeed:e.zoomSpeed||1,translateSpeed:e.translateSpeed||1,flipX:!!e.flipX,flipY:!!e.flipY,modes:u.modes,_ortho:e._ortho||e.projection&&\"orthographic\"===e.projection.type||!1,tick:function(){var e=n(),r=this.delay,i=e-2*r;u.idle(e-r),u.recalcMatrix(i),u.flush(e-(100+2*r));for(var a=!0,o=u.computedMatrix,s=0;s<16;++s)a=a&&c[s]===o[s],c[s]=o[s];var l=t.clientWidth===h&&t.clientHeight===p;return h=t.clientWidth,p=t.clientHeight,a?!l:(f=Math.exp(u.computedRadius[0]),!0)},lookAt:function(t,e,r){u.lookAt(u.lastT(),t,e,r)},rotate:function(t,e,r){u.rotate(u.lastT(),t,e,r)},pan:function(t,e,r){u.pan(u.lastT(),t,e,r)},translate:function(t,e,r){u.translate(u.lastT(),t,e,r)}};return Object.defineProperties(d,{matrix:{get:function(){return u.computedMatrix},set:function(t){return u.setMatrix(u.lastT(),t),u.computedMatrix},enumerable:!0},mode:{get:function(){return u.getMode()},set:function(t){var e=u.computedUp.slice(),r=u.computedEye.slice(),i=u.computedCenter.slice();if(u.setMode(t),\"turntable\"===t){var a=n();u._active.lookAt(a,r,i,e),u._active.lookAt(a+500,r,i,[0,0,1]),u._active.flush(a)}return u.getMode()},enumerable:!0},center:{get:function(){return u.computedCenter},set:function(t){return u.lookAt(u.lastT(),null,t),u.computedCenter},enumerable:!0},eye:{get:function(){return u.computedEye},set:function(t){return u.lookAt(u.lastT(),t),u.computedEye},enumerable:!0},up:{get:function(){return u.computedUp},set:function(t){return u.lookAt(u.lastT(),null,null,t),u.computedUp},enumerable:!0},distance:{get:function(){return f},set:function(t){return u.setDistance(u.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return u.getDistanceLimits(r)},set:function(t){return u.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener(\"contextmenu\",(function(t){return t.preventDefault(),!1})),d._lastX=-1,d._lastY=-1,d._lastMods={shift:!1,control:!1,alt:!1,meta:!1},d.enableMouseListeners=function(){function e(e,r,i,a){var o=d.keyBindingMode;if(!1!==o){var s=\"rotate\"===o,l=\"pan\"===o,c=\"zoom\"===o,h=!!a.control,p=!!a.alt,v=!!a.shift,g=!!(1&e),y=!!(2&e),m=!!(4&e),x=1/t.clientHeight,b=x*(r-d._lastX),_=x*(i-d._lastY),w=d.flipX?1:-1,T=d.flipY?1:-1,k=Math.PI*d.rotateSpeed,A=n();if(-1!==d._lastX&&-1!==d._lastY&&((s&&g&&!h&&!p&&!v||g&&!h&&!p&&v)&&u.rotate(A,w*k*b,-T*k*_,0),(l&&g&&!h&&!p&&!v||y||g&&h&&!p&&!v)&&u.pan(A,-d.translateSpeed*b*f,d.translateSpeed*_*f,0),c&&g&&!h&&!p&&!v||m||g&&!h&&p&&!v)){var M=-d.zoomSpeed*_/window.innerHeight*(A-u.lastT())*100;u.pan(A,0,0,f*(Math.exp(M)-1))}return d._lastX=r,d._lastY=i,d._lastMods=a,!0}}d.mouseListener=a(t,e),t.addEventListener(\"touchstart\",(function(r){var n=s(r.changedTouches[0],t);e(0,n[0],n[1],d._lastMods),e(1,n[0],n[1],d._lastMods)}),!!l&&{passive:!0}),t.addEventListener(\"touchmove\",(function(r){var n=s(r.changedTouches[0],t);e(1,n[0],n[1],d._lastMods),r.preventDefault()}),!!l&&{passive:!1}),t.addEventListener(\"touchend\",(function(t){e(0,d._lastX,d._lastY,d._lastMods)}),!!l&&{passive:!0}),d.wheelListener=o(t,(function(t,e){if(!1!==d.keyBindingMode&&d.enableWheel){var r=d.flipX?1:-1,i=d.flipY?1:-1,a=n();if(Math.abs(t)>Math.abs(e))u.rotate(a,0,0,-t*r*Math.PI*d.rotateSpeed/window.innerWidth);else if(!d._ortho){var o=-d.zoomSpeed*i*e/window.innerHeight*(a-u.lastT())/20;u.pan(a,0,0,f*(Math.exp(o)-1))}}}),!0)},d.enableMouseListeners(),d};var n=r(8161),i=r(1152),a=r(6145),o=r(6475),s=r(2565),l=r(5233)},8245:function(t,e,r){var n=r(6832),i=r(5158),a=n([\"precision mediump float;\\n#define GLSLIFY 1\\nattribute vec2 position;\\nvarying vec2 uv;\\nvoid main() {\\n  uv = position;\\n  gl_Position = vec4(position, 0, 1);\\n}\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D accumBuffer;\\nvarying vec2 uv;\\n\\nvoid main() {\\n  vec4 accum = texture2D(accumBuffer, 0.5 * (uv + 1.0));\\n  gl_FragColor = min(vec4(1,1,1,1), accum);\\n}\"]);t.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec2\"}])}},1059:function(t,e,r){\"use strict\";var n=r(4296),i=r(7453),a=r(2771),o=r(6496),s=r(2611),l=r(4234),u=r(8126),c=r(6145),f=r(1120),h=r(5268),p=r(8245),d=r(2321)({tablet:!0,featureDetect:!0});function v(){this.mouse=[-1,-1],this.screen=null,this.distance=1/0,this.index=null,this.dataCoordinate=null,this.dataPosition=null,this.object=null,this.data=null}function g(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e<0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}return e>0?(r=Math.round(Math.pow(10,e)),Math.ceil(t/r)*r):Math.ceil(t)}function y(t){return\"boolean\"!=typeof t||t}t.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;e||(e=document.createElement(\"canvas\"),t.container?t.container.appendChild(e):document.body.appendChild(e));var r=t.gl;if(r||(t.glOptions&&(d=!!t.glOptions.preserveDrawingBuffer),r=function(t,e){var r=null;try{(r=t.getContext(\"webgl\",e))||(r=t.getContext(\"experimental-webgl\",e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:d})),!r)throw new Error(\"webgl not supported\");var m=t.bounds||[[-10,-10,-10],[10,10,10]],x=new v,b=l(r,r.drawingBufferWidth,r.drawingBufferHeight,{preferFloat:!d}),_=p(r),w=t.cameraObject&&!0===t.cameraObject._ortho||t.camera.projection&&\"orthographic\"===t.camera.projection.type||!1,T={eye:t.camera.eye||[2,0,0],center:t.camera.center||[0,0,0],up:t.camera.up||[0,1,0],zoomMin:t.camera.zoomMax||.1,zoomMax:t.camera.zoomMin||100,mode:t.camera.mode||\"turntable\",_ortho:w},k=t.axes||{},A=i(r,k);A.enable=!k.disable;var M=t.spikes||{},S=o(r,M),E=[],L=[],C=[],P=[],O=!0,I=!0,D={view:null,projection:new Array(16),model:new Array(16),_ortho:!1},z=(I=!0,[r.drawingBufferWidth,r.drawingBufferHeight]),R=t.cameraObject||n(e,T),F={gl:r,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:x,camera:R,axes:A,axesPixels:null,spikes:S,bounds:m,objects:E,shape:z,aspect:t.aspectRatio||[1,1,1],pickRadius:t.pickRadius||10,zNear:t.zNear||.01,zFar:t.zFar||1e3,fovy:t.fovy||Math.PI/4,clearColor:t.clearColor||[0,0,0,0],autoResize:y(t.autoResize),autoBounds:y(t.autoBounds),autoScale:!!t.autoScale,autoCenter:y(t.autoCenter),clipToBounds:y(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:D,oncontextloss:null,mouseListener:null,_stopped:!1,getAspectratio:function(){return{x:this.aspect[0],y:this.aspect[1],z:this.aspect[2]}},setAspectratio:function(t){this.aspect[0]=t.x,this.aspect[1]=t.y,this.aspect[2]=t.z,I=!0},setBounds:function(t,e){this.bounds[0][t]=e.min,this.bounds[1][t]=e.max},setClearColor:function(t){this.clearColor=t},clearRGBA:function(){this.gl.clearColor(this.clearColor[0],this.clearColor[1],this.clearColor[2],this.clearColor[3]),this.gl.clear(this.gl.COLOR_BUFFER_BIT|this.gl.DEPTH_BUFFER_BIT)}},B=[r.drawingBufferWidth/F.pixelRatio|0,r.drawingBufferHeight/F.pixelRatio|0];function N(){if(!F._stopped&&F.autoResize){var t=e.parentNode,r=1,n=1;t&&t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var i=0|Math.ceil(r*F.pixelRatio),a=0|Math.ceil(n*F.pixelRatio);if(i!==e.width||a!==e.height){e.width=i,e.height=a;var o=e.style;o.position=o.position||\"absolute\",o.left=\"0px\",o.top=\"0px\",o.width=r+\"px\",o.height=n+\"px\",O=!0}}}function j(){for(var t=E.length,e=P.length,n=0;n<e;++n)C[n]=0;t:for(n=0;n<t;++n){var i=E[n],a=i.pickSlots;if(a){for(var o=0;o<e;++o)if(C[o]+a<255){L[n]=o,i.setPickBase(C[o]+1),C[o]+=a;continue t}var l=s(r,z);L[n]=e,P.push(l),C.push(a),i.setPickBase(1),e+=1}else L[n]=-1}for(;e>0&&0===C[e-1];)C.pop(),P.pop().dispose()}function U(){if(F.contextLost)return!0;r.isContextLost()&&(F.contextLost=!0,F.mouseListener.enabled=!1,F.selection.object=null,F.oncontextloss&&F.oncontextloss())}F.autoResize&&N(),window.addEventListener(\"resize\",N),F.update=function(t){F._stopped||(t=t||{},O=!0,I=!0)},F.add=function(t){F._stopped||(t.axes=A,E.push(t),L.push(-1),O=!0,I=!0,j())},F.remove=function(t){if(!F._stopped){var e=E.indexOf(t);e<0||(E.splice(e,1),L.pop(),O=!0,I=!0,j())}},F.dispose=function(){if(!F._stopped&&(F._stopped=!0,window.removeEventListener(\"resize\",N),e.removeEventListener(\"webglcontextlost\",U),F.mouseListener.enabled=!1,!F.contextLost)){A.dispose(),S.dispose();for(var t=0;t<E.length;++t)E[t].dispose();for(b.dispose(),t=0;t<P.length;++t)P[t].dispose();_.dispose(),r=null,A=null,S=null,E=[]}},F._mouseRotating=!1,F._prevButtons=0,F.enableMouseListeners=function(){F.mouseListener=c(e,(function(t,e,r){if(!F._stopped){var n=P.length,i=E.length,a=x.object;x.distance=1/0,x.mouse[0]=e,x.mouse[1]=r,x.object=null,x.screen=null,x.dataCoordinate=x.dataPosition=null;var o=!1;if(t&&F._prevButtons)F._mouseRotating=!0;else{F._mouseRotating&&(I=!0),F._mouseRotating=!1;for(var s=0;s<n;++s){var l=P[s].query(e,B[1]-r-1,F.pickRadius);if(l){if(l.distance>x.distance)continue;for(var u=0;u<i;++u){var c=E[u];if(L[u]===s){var f=c.pick(l);f&&(x.buttons=t,x.screen=l.coord,x.distance=l.distance,x.object=c,x.index=f.distance,x.dataPosition=f.position,x.dataCoordinate=f.dataCoordinate,x.data=f,o=!0)}}}}}a&&a!==x.object&&(a.highlight&&a.highlight(null),O=!0),x.object&&(x.object.highlight&&x.object.highlight(x.data),O=!0),(o=o||x.object!==a)&&F.onselect&&F.onselect(x),1&t&&!(1&F._prevButtons)&&F.onclick&&F.onclick(x),F._prevButtons=t}}))},e.addEventListener(\"webglcontextlost\",U);var V=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],H=[V[0].slice(),V[1].slice()];function q(){if(!U()){N();var t=F.camera.tick();D.view=F.camera.matrix,O=O||t,I=I||t,A.pixelRatio=F.pixelRatio,S.pixelRatio=F.pixelRatio;var e=E.length,n=V[0],i=V[1];n[0]=n[1]=n[2]=1/0,i[0]=i[1]=i[2]=-1/0;for(var o=0;o<e;++o){(C=E[o]).pixelRatio=F.pixelRatio,C.axes=F.axes,O=O||!!C.dirty,I=I||!!C.dirty;var s=C.bounds;if(s)for(var l=s[0],c=s[1],p=0;p<3;++p)n[p]=Math.min(n[p],l[p]),i[p]=Math.max(i[p],c[p])}var d=F.bounds;if(F.autoBounds)for(p=0;p<3;++p){if(i[p]<n[p])n[p]=-1,i[p]=1;else{n[p]===i[p]&&(n[p]-=1,i[p]+=1);var v=.05*(i[p]-n[p]);n[p]=n[p]-v,i[p]=i[p]+v}d[0][p]=n[p],d[1][p]=i[p]}var y=!1;for(p=0;p<3;++p)y=y||H[0][p]!==d[0][p]||H[1][p]!==d[1][p],H[0][p]=d[0][p],H[1][p]=d[1][p];if(I=I||y,O=O||y){if(y){var m=[0,0,0];for(o=0;o<3;++o)m[o]=g((d[1][o]-d[0][o])/10);A.autoTicks?A.update({bounds:d,tickSpacing:m}):A.update({bounds:d})}var T=r.drawingBufferWidth,k=r.drawingBufferHeight;for(z[0]=T,z[1]=k,B[0]=0|Math.max(T/F.pixelRatio,1),B[1]=0|Math.max(k/F.pixelRatio,1),function(t,e){var r=t.bounds,n=t.cameraParams,i=n.projection,a=n.model,o=t.gl.drawingBufferWidth,s=t.gl.drawingBufferHeight,l=t.zNear,u=t.zFar,c=t.fovy,p=o/s;e?(h(i,-p,p,-1,1,l,u),n._ortho=!0):(f(i,c,p,l,u),n._ortho=!1);for(var d=0;d<16;++d)a[d]=0;a[15]=1;var v=0;for(d=0;d<3;++d)v=Math.max(v,r[1][d]-r[0][d]);for(d=0;d<3;++d)t.autoScale?a[5*d]=t.aspect[d]/(r[1][d]-r[0][d]):a[5*d]=1/v,t.autoCenter&&(a[12+d]=.5*-a[5*d]*(r[0][d]+r[1][d]))}(F,w),o=0;o<e;++o)(C=E[o]).axesBounds=d,F.clipToBounds&&(C.clipBounds=d);x.object&&(F.snapToData?S.position=x.dataCoordinate:S.position=x.dataPosition,S.bounds=d),I&&(I=!1,function(){if(!U()){r.colorMask(!0,!0,!0,!0),r.depthMask(!0),r.disable(r.BLEND),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL);for(var t=E.length,e=P.length,n=0;n<e;++n){var i=P[n];i.shape=B,i.begin();for(var a=0;a<t;++a)if(L[a]===n){var o=E[a];o.drawPick&&(o.pixelRatio=1,o.drawPick(D))}i.end()}}}()),F.axesPixels=a(F.axes,D,T,k),F.onrender&&F.onrender(),r.bindFramebuffer(r.FRAMEBUFFER,null),r.viewport(0,0,T,k),F.clearRGBA(),r.depthMask(!0),r.colorMask(!0,!0,!0,!0),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL),r.disable(r.BLEND),r.disable(r.CULL_FACE);var M=!1;for(A.enable&&(M=M||A.isTransparent(),A.draw(D)),S.axes=A,x.object&&S.draw(D),r.disable(r.CULL_FACE),o=0;o<e;++o)(C=E[o]).axes=A,C.pixelRatio=F.pixelRatio,C.isOpaque&&C.isOpaque()&&C.draw(D),C.isTransparent&&C.isTransparent()&&(M=!0);if(M){for(b.shape=z,b.bind(),r.clear(r.DEPTH_BUFFER_BIT),r.colorMask(!1,!1,!1,!1),r.depthMask(!0),r.depthFunc(r.LESS),A.enable&&A.isTransparent()&&A.drawTransparent(D),o=0;o<e;++o)(C=E[o]).isOpaque&&C.isOpaque()&&C.draw(D);for(r.enable(r.BLEND),r.blendEquation(r.FUNC_ADD),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.colorMask(!0,!0,!0,!0),r.depthMask(!1),r.clearColor(0,0,0,0),r.clear(r.COLOR_BUFFER_BIT),A.isTransparent()&&A.drawTransparent(D),o=0;o<e;++o){var C;(C=E[o]).isTransparent&&C.isTransparent()&&C.drawTransparent(D)}r.bindFramebuffer(r.FRAMEBUFFER,null),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.disable(r.DEPTH_TEST),_.bind(),b.color[0].bind(0),_.uniforms.accumBuffer=0,u(r),r.disable(r.BLEND)}for(O=!1,o=0;o<e;++o)E[o].dirty=!1}}}return F.enableMouseListeners(),function t(){F._stopped||F.contextLost||(q(),requestAnimationFrame(t))}(),F.redraw=function(){F._stopped||(O=!0,q())},F},createCamera:n}},8023:function(t,e,r){var n=r(6832);e.pointVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform float pointCloud;\\n\\nhighp float rand(vec2 co) {\\n  highp float a = 12.9898;\\n  highp float b = 78.233;\\n  highp float c = 43758.5453;\\n  highp float d = dot(co.xy, vec2(a, b));\\n  highp float e = mod(d, 3.14);\\n  return fract(sin(e) * c);\\n}\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n    // if we don't jitter the point size a bit, overall point cloud\\n    // saturation 'jumps' on zooming, which is disturbing and confusing\\n  gl_PointSize = pointSize * ((19.5 + rand(position)) / 20.0);\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    // get the same square surface as circle would be\\n    gl_PointSize *= 0.886;\\n  }\\n}\"]),e.pointFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color, borderColor;\\nuniform float centerFraction;\\nuniform float pointCloud;\\n\\nvoid main() {\\n  float radius;\\n  vec4 baseColor;\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    if(centerFraction == 1.0) {\\n      gl_FragColor = color;\\n    } else {\\n      gl_FragColor = mix(borderColor, color, centerFraction);\\n    }\\n  } else {\\n    radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n    if(radius > 1.0) {\\n      discard;\\n    }\\n    baseColor = mix(borderColor, color, step(radius, centerFraction));\\n    gl_FragColor = vec4(baseColor.rgb * baseColor.a, baseColor.a);\\n  }\\n}\\n\"]),e.pickVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform vec4 pickOffset;\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n  gl_PointSize = pointSize;\\n\\n  vec4 id = pickId + pickOffset;\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  fragId = id;\\n}\\n\"]),e.pickFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  float radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n  if(radius > 1.0) {\\n    discard;\\n  }\\n  gl_FragColor = fragId / 255.0;\\n}\\n\"])},8271:function(t,e,r){\"use strict\";var n=r(5158),i=r(5827),a=r(5306),o=r(8023);function s(t,e,r,n,i){this.plot=t,this.offsetBuffer=e,this.pickBuffer=r,this.shader=n,this.pickShader=i,this.sizeMin=.5,this.sizeMinCap=2,this.sizeMax=20,this.areaRatio=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.blend=!1,this.pickOffset=0,this.points=null}t.exports=function(t,e){var r=t.gl,a=new s(t,i(r),i(r),n(r,o.pointVertex,o.pointFragment),n(r,o.pickVertex,o.pickFragment));return a.update(e),t.addObject(a),a};var l,u,c=s.prototype;c.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.offsetBuffer.dispose(),this.pickBuffer.dispose(),this.plot.removeObject(this)},c.update=function(t){var e;function r(e,r){return e in t?t[e]:r}t=t||{},this.sizeMin=r(\"sizeMin\",.5),this.sizeMax=r(\"sizeMax\",20),this.color=r(\"color\",[1,0,0,1]).slice(),this.areaRatio=r(\"areaRatio\",1),this.borderColor=r(\"borderColor\",[0,0,0,1]).slice(),this.blend=r(\"blend\",!1);var n=t.positions.length>>>1,i=t.positions instanceof Float32Array,o=t.idToIndex instanceof Int32Array&&t.idToIndex.length>=n,s=t.positions,l=i?s:a.mallocFloat32(s.length),u=o?t.idToIndex:a.mallocInt32(n);if(i||l.set(s),!o)for(l.set(s),e=0;e<n;e++)u[e]=e;this.points=s,this.offsetBuffer.update(l),this.pickBuffer.update(u),i||a.free(l),o||a.free(u),this.pointCount=n,this.pickOffset=0},c.unifiedDraw=(l=[1,0,0,0,1,0,0,0,1],u=[0,0,0,0],function(t){var e=void 0!==t,r=e?this.pickShader:this.shader,n=this.plot.gl,i=this.plot.dataBox;if(0===this.pointCount)return t;var a=i[2]-i[0],o=i[3]-i[1],s=function(t,e){var r,n=0,i=t.length>>>1;for(r=0;r<i;r++){var a=t[2*r],o=t[2*r+1];a>=e[0]&&a<=e[2]&&o>=e[1]&&o<=e[3]&&n++}return n}(this.points,i),c=this.plot.pickPixelRatio*Math.max(Math.min(this.sizeMinCap,this.sizeMin),Math.min(this.sizeMax,this.sizeMax/Math.pow(s,.33333)));l[0]=2/a,l[4]=2/o,l[6]=-2*i[0]/a-1,l[7]=-2*i[1]/o-1,this.offsetBuffer.bind(),r.bind(),r.attributes.position.pointer(),r.uniforms.matrix=l,r.uniforms.color=this.color,r.uniforms.borderColor=this.borderColor,r.uniforms.pointCloud=c<5,r.uniforms.pointSize=c,r.uniforms.centerFraction=Math.min(1,Math.max(0,Math.sqrt(1-this.areaRatio))),e&&(u[0]=255&t,u[1]=t>>8&255,u[2]=t>>16&255,u[3]=t>>24&255,this.pickBuffer.bind(),r.attributes.pickId.pointer(n.UNSIGNED_BYTE),r.uniforms.pickOffset=u,this.pickOffset=t);var f=n.getParameter(n.BLEND),h=n.getParameter(n.DITHER);return f&&!this.blend&&n.disable(n.BLEND),h&&n.disable(n.DITHER),n.drawArrays(n.POINTS,0,this.pointCount),f&&!this.blend&&n.enable(n.BLEND),h&&n.enable(n.DITHER),t+this.pointCount}),c.draw=c.unifiedDraw,c.drawPick=c.unifiedDraw,c.pick=function(t,e,r){var n=this.pickOffset,i=this.pointCount;if(r<n||r>=n+i)return null;var a=r-n,o=this.points;return{object:this,pointId:a,dataCoord:[o[2*a],o[2*a+1]]}}},6093:function(t){t.exports=function(t,e,r,n){var i,a,o,s,l,u=e[0],c=e[1],f=e[2],h=e[3],p=r[0],d=r[1],v=r[2],g=r[3];return(a=u*p+c*d+f*v+h*g)<0&&(a=-a,p=-p,d=-d,v=-v,g=-g),1-a>1e-6?(i=Math.acos(a),o=Math.sin(i),s=Math.sin((1-n)*i)/o,l=Math.sin(n*i)/o):(s=1-n,l=n),t[0]=s*u+l*p,t[1]=s*c+l*d,t[2]=s*f+l*v,t[3]=s*h+l*g,t}},8240:function(t){\"use strict\";t.exports=function(t){return t||0===t?t.toString():\"\"}},4123:function(t,e,r){\"use strict\";var n=r(875);t.exports=function(t,e,r){var a=i[e];if(a||(a=i[e]={}),t in a)return a[t];var o={textAlign:\"center\",textBaseline:\"middle\",lineHeight:1,font:e,lineSpacing:1.25,styletags:{breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},triangles:!0},s=n(t,o);o.triangles=!1;var l,u,c=n(t,o);if(r&&1!==r){for(l=0;l<s.positions.length;++l)for(u=0;u<s.positions[l].length;++u)s.positions[l][u]/=r;for(l=0;l<c.positions.length;++l)for(u=0;u<c.positions[l].length;++u)c.positions[l][u]/=r}var f=[[1/0,1/0],[-1/0,-1/0]],h=c.positions.length;for(l=0;l<h;++l){var p=c.positions[l];for(u=0;u<2;++u)f[0][u]=Math.min(f[0][u],p[u]),f[1][u]=Math.max(f[1][u],p[u])}return a[t]=[s,c,f]};var i={}},9282:function(t,e,r){var n=r(5158),i=r(6832),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform vec4 highlightId;\\nuniform float highlightScale;\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = 1.0;\\n    if(distance(highlightId, id) < 0.0001) {\\n      scale = highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1);\\n    vec4 viewPosition = view * worldPosition;\\n    viewPosition = viewPosition / viewPosition.w;\\n    vec4 clipPosition = projection * (viewPosition + scale * vec4(glyph.x, -glyph.y, 0, 0));\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float highlightScale, pixelRatio;\\nuniform vec4 highlightId;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = pixelRatio;\\n    if(distance(highlightId.bgr, id.bgr) < 0.001) {\\n      scale *= highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1.0);\\n    vec4 viewPosition = view * worldPosition;\\n    vec4 clipPosition = projection * viewPosition;\\n    clipPosition /= clipPosition.w;\\n\\n    gl_Position = clipPosition + vec4(screenSize * scale * vec2(glyph.x, -glyph.y), 0.0, 0.0);\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform float highlightScale;\\nuniform vec4 highlightId;\\nuniform vec3 axes[2];\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float scale, pixelRatio;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float lscale = pixelRatio * scale;\\n    if(distance(highlightId, id) < 0.0001) {\\n      lscale *= highlightScale;\\n    }\\n\\n    vec4 clipCenter   = projection * view * model * vec4(position, 1);\\n    vec3 dataPosition = position + 0.5*lscale*(axes[0] * glyph.x + axes[1] * glyph.y) * clipCenter.w * screenSize.y;\\n    vec4 clipPosition = projection * view * model * vec4(dataPosition, 1);\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = dataPosition;\\n  }\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float opacity;\\n\\nvarying vec4 interpColor;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (\\n    outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate) ||\\n    interpColor.a * opacity == 0.\\n  ) discard;\\n  gl_FragColor = interpColor * opacity;\\n}\\n\"]),u=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float pickGroup;\\n\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate)) discard;\\n\\n  gl_FragColor = vec4(pickGroup, pickId.bgr);\\n}\"]),c=[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"glyph\",type:\"vec2\"},{name:\"id\",type:\"vec4\"}],f={vertex:a,fragment:l,attributes:c},h={vertex:o,fragment:l,attributes:c},p={vertex:s,fragment:l,attributes:c},d={vertex:a,fragment:u,attributes:c},v={vertex:o,fragment:u,attributes:c},g={vertex:s,fragment:u,attributes:c};function y(t,e){var r=n(t,e),i=r.attributes;return i.position.location=0,i.color.location=1,i.glyph.location=2,i.id.location=3,r}e.createPerspective=function(t){return y(t,f)},e.createOrtho=function(t){return y(t,h)},e.createProject=function(t){return y(t,p)},e.createPickPerspective=function(t){return y(t,d)},e.createPickOrtho=function(t){return y(t,v)},e.createPickProject=function(t){return y(t,g)}},2182:function(t,e,r){\"use strict\";var n=r(3596),i=r(5827),a=r(2944),o=r(5306),s=r(104),l=r(9282),u=r(4123),c=r(8240),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e){var r=t[0],n=t[1],i=t[2],a=t[3];return t[0]=e[0]*r+e[4]*n+e[8]*i+e[12]*a,t[1]=e[1]*r+e[5]*n+e[9]*i+e[13]*a,t[2]=e[2]*r+e[6]*n+e[10]*i+e[14]*a,t[3]=e[3]*r+e[7]*n+e[11]*i+e[15]*a,t}function p(t,e,r,n){return h(n,n),h(n,n),h(n,n)}function d(t,e){this.index=t,this.dataCoordinate=this.position=e}function v(t){return!0===t||t>1?1:t}function g(t,e,r,n,i,a,o,s,l,u,c,f){this.gl=t,this.pixelRatio=1,this.shader=e,this.orthoShader=r,this.projectShader=n,this.pointBuffer=i,this.colorBuffer=a,this.glyphBuffer=o,this.idBuffer=s,this.vao=l,this.vertexCount=0,this.lineVertexCount=0,this.opacity=1,this.hasAlpha=!1,this.lineWidth=0,this.projectScale=[2/3,2/3,2/3],this.projectOpacity=[1,1,1],this.projectHasAlpha=!1,this.pickId=0,this.pickPerspectiveShader=u,this.pickOrthoShader=c,this.pickProjectShader=f,this.points=[],this._selectResult=new d(0,[0,0,0]),this.useOrtho=!0,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.axesProject=[!0,!0,!0],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.highlightId=[1,1,1,1],this.highlightScale=2,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.dirty=!0}t.exports=function(t){var e=t.gl,r=l.createPerspective(e),n=l.createOrtho(e),o=l.createProject(e),s=l.createPickPerspective(e),u=l.createPickOrtho(e),c=l.createPickProject(e),f=i(e),h=i(e),p=i(e),d=i(e),v=new g(e,r,n,o,f,h,p,d,a(e,[{buffer:f,size:3,type:e.FLOAT},{buffer:h,size:4,type:e.FLOAT},{buffer:p,size:2,type:e.FLOAT},{buffer:d,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),s,u,c);return v.update(t),v};var y=g.prototype;y.pickSlots=1,y.setPickBase=function(t){this.pickId=t},y.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&this.projectHasAlpha)return!0;return!1},y.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&!this.projectHasAlpha)return!0;return!1};var m=[0,0],x=[0,0,0],b=[0,0,0],_=[0,0,0,1],w=[0,0,0,1],T=f.slice(),k=[0,0,0],A=[[0,0,0],[0,0,0]];function M(t){return t[0]=t[1]=t[2]=0,t}function S(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function E(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}var L=[[-1e8,-1e8,-1e8],[1e8,1e8,1e8]];function C(t,e,r,n,i,a,o){var l=r.gl;if((a===r.projectHasAlpha||o)&&function(t,e,r,n){var i,a=e.axesProject,o=e.gl,l=t.uniforms,u=r.model||f,c=r.view||f,h=r.projection||f,d=e.axesBounds,v=function(t){for(var e=A,r=0;r<2;++r)for(var n=0;n<3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);i=e.axes&&e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],m[0]=2/o.drawingBufferWidth,m[1]=2/o.drawingBufferHeight,t.bind(),l.view=c,l.projection=h,l.screenSize=m,l.highlightId=e.highlightId,l.highlightScale=e.highlightScale,l.clipBounds=v,l.pickGroup=e.pickId/255,l.pixelRatio=n;for(var g=0;g<3;++g)if(a[g]){l.scale=e.projectScale[g],l.opacity=e.projectOpacity[g];for(var y=T,L=0;L<16;++L)y[L]=0;for(L=0;L<4;++L)y[5*L]=1;y[5*g]=0,i[g]<0?y[12+g]=d[0][g]:y[12+g]=d[1][g],s(y,u,y),l.model=y;var C=(g+1)%3,P=(g+2)%3,O=M(x),I=M(b);O[C]=1,I[P]=1;var D=p(0,0,0,S(_,O)),z=p(0,0,0,S(w,I));if(Math.abs(D[1])>Math.abs(z[1])){var R=D;D=z,z=R,R=O,O=I,I=R;var F=C;C=P,P=F}D[0]<0&&(O[C]=-1),z[1]>0&&(I[P]=-1);var B=0,N=0;for(L=0;L<4;++L)B+=Math.pow(u[4*C+L],2),N+=Math.pow(u[4*P+L],2);O[C]/=Math.sqrt(B),I[P]/=Math.sqrt(N),l.axes[0]=O,l.axes[1]=I,l.fragClipBounds[0]=E(k,v[0],g,-1e8),l.fragClipBounds[1]=E(k,v[1],g,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth>0&&(o.lineWidth(e.lineWidth*n),e.vao.draw(o.LINES,e.lineVertexCount,e.vertexCount)),e.vao.unbind()}}(e,r,n,i),a===r.hasAlpha||o){t.bind();var u=t.uniforms;u.model=n.model||f,u.view=n.view||f,u.projection=n.projection||f,m[0]=2/l.drawingBufferWidth,m[1]=2/l.drawingBufferHeight,u.screenSize=m,u.highlightId=r.highlightId,u.highlightScale=r.highlightScale,u.fragClipBounds=L,u.clipBounds=r.axes.bounds,u.opacity=r.opacity,u.pickGroup=r.pickId/255,u.pixelRatio=i,r.vao.bind(),r.vao.draw(l.TRIANGLES,r.vertexCount),r.lineWidth>0&&(l.lineWidth(r.lineWidth*i),r.vao.draw(l.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function P(t,e,r,i){var a;a=Array.isArray(t)?e<t.length?t[e]:void 0:t,a=c(a);var o=!0;n(a)&&(a=\"▼\",o=!1);var s=u(a,r,i);return{mesh:s[0],lines:s[1],bounds:s[2],visible:o}}y.draw=function(t){C(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!1,!1)},y.drawTransparent=function(t){C(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!0,!1)},y.drawPick=function(t){C(this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader,this.pickProjectShader,this,t,1,!0,!0)},y.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[2]+(t.value[1]<<8)+(t.value[0]<<16);if(e>=this.pointCount||e<0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var i=0;i<3;++i)n.position[i]=n.dataCoordinate[i]=r[i];return n},y.highlight=function(t){if(t){var e=t.index,r=255&e,n=e>>8&255,i=e>>16&255;this.highlightId=[r/255,n/255,i/255,0]}else this.highlightId=[1,1,1,1]},y.update=function(t){if(\"perspective\"in(t=t||{})&&(this.useOrtho=!t.perspective),\"orthographic\"in t&&(this.useOrtho=!!t.orthographic),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"project\"in t)if(Array.isArray(t.project))this.axesProject=t.project;else{var e=!!t.project;this.axesProject=[e,e,e]}if(\"projectScale\"in t)if(Array.isArray(t.projectScale))this.projectScale=t.projectScale.slice();else{var r=+t.projectScale;this.projectScale=[r,r,r]}if(this.projectHasAlpha=!1,\"projectOpacity\"in t){Array.isArray(t.projectOpacity)?this.projectOpacity=t.projectOpacity.slice():(r=+t.projectOpacity,this.projectOpacity=[r,r,r]);for(var n=0;n<3;++n)this.projectOpacity[n]=v(this.projectOpacity[n]),this.projectOpacity[n]<1&&(this.projectHasAlpha=!0)}this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=v(t.opacity),this.opacity<1&&(this.hasAlpha=!0)),this.dirty=!0;var i,a,s=t.position,l=t.font||\"normal\",u=t.alignment||[0,0];if(2===u.length)i=u[0],a=u[1];else for(i=[],a=[],n=0;n<u.length;++n)i[n]=u[n][0],a[n]=u[n][1];var c=[1/0,1/0,1/0],f=[-1/0,-1/0,-1/0],h=t.glyph,p=t.color,d=t.size,g=t.angle,y=t.lineColor,m=-1,x=0,b=0,_=0;if(s.length){_=s.length;t:for(n=0;n<_;++n){for(var w=s[n],T=0;T<3;++T)if(isNaN(w[T])||!isFinite(w[T]))continue t;var k=(N=P(h,n,l,this.pixelRatio)).mesh,A=N.lines,M=N.bounds;x+=3*k.cells.length,b+=2*A.edges.length}}var S=x+b,E=o.mallocFloat(3*S),L=o.mallocFloat(4*S),C=o.mallocFloat(2*S),O=o.mallocUint32(S);if(S>0){var I=0,D=x,z=[0,0,0,1],R=[0,0,0,1],F=Array.isArray(p)&&Array.isArray(p[0]),B=Array.isArray(y)&&Array.isArray(y[0]);t:for(n=0;n<_;++n){for(m+=1,w=s[n],T=0;T<3;++T){if(isNaN(w[T])||!isFinite(w[T]))continue t;f[T]=Math.max(f[T],w[T]),c[T]=Math.min(c[T],w[T])}k=(N=P(h,n,l,this.pixelRatio)).mesh,A=N.lines,M=N.bounds;var N,j=N.visible;if(j)if(Array.isArray(p)){if(3===(U=F?n<p.length?p[n]:[0,0,0,0]:p).length){for(T=0;T<3;++T)z[T]=U[T];z[3]=1}else if(4===U.length){for(T=0;T<4;++T)z[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else z[0]=z[1]=z[2]=0,z[3]=1;else z=[1,1,1,0];if(j)if(Array.isArray(y)){var U;if(3===(U=B?n<y.length?y[n]:[0,0,0,0]:y).length){for(T=0;T<3;++T)R[T]=U[T];R[T]=1}else if(4===U.length){for(T=0;T<4;++T)R[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else R[0]=R[1]=R[2]=0,R[3]=1;else R=[1,1,1,0];var V=.5;j?Array.isArray(d)?V=n<d.length?+d[n]:12:d?V=+d:this.useOrtho&&(V=12):V=0;var H=0;Array.isArray(g)?H=n<g.length?+g[n]:0:g&&(H=+g);var q=Math.cos(H),G=Math.sin(H);for(w=s[n],T=0;T<3;++T)f[T]=Math.max(f[T],w[T]),c[T]=Math.min(c[T],w[T]);var Z=i,Y=a;Z=0,Array.isArray(i)?Z=n<i.length?i[n]:0:i&&(Z=i),Y=0,Array.isArray(a)?Y=n<a.length?a[n]:0:a&&(Y=a);var W=[Z*=Z>0?1-M[0][0]:Z<0?1+M[1][0]:1,Y*=Y>0?1-M[0][1]:Y<0?1+M[1][1]:1],X=k.cells||[],J=k.positions||[];for(T=0;T<X.length;++T)for(var K=X[T],$=0;$<3;++$){for(var Q=0;Q<3;++Q)E[3*I+Q]=w[Q];for(Q=0;Q<4;++Q)L[4*I+Q]=z[Q];O[I]=m;var tt=J[K[$]];C[2*I]=V*(q*tt[0]-G*tt[1]+W[0]),C[2*I+1]=V*(G*tt[0]+q*tt[1]+W[1]),I+=1}for(X=A.edges,J=A.positions,T=0;T<X.length;++T)for(K=X[T],$=0;$<2;++$){for(Q=0;Q<3;++Q)E[3*D+Q]=w[Q];for(Q=0;Q<4;++Q)L[4*D+Q]=R[Q];O[D]=m,tt=J[K[$]],C[2*D]=V*(q*tt[0]-G*tt[1]+W[0]),C[2*D+1]=V*(G*tt[0]+q*tt[1]+W[1]),D+=1}}}this.bounds=[c,f],this.points=s,this.pointCount=s.length,this.vertexCount=x,this.lineVertexCount=b,this.pointBuffer.update(E),this.colorBuffer.update(L),this.glyphBuffer.update(C),this.idBuffer.update(O),o.free(E),o.free(L),o.free(C),o.free(O)},y.dispose=function(){this.shader.dispose(),this.orthoShader.dispose(),this.pickPerspectiveShader.dispose(),this.pickOrthoShader.dispose(),this.vao.dispose(),this.pointBuffer.dispose(),this.colorBuffer.dispose(),this.glyphBuffer.dispose(),this.idBuffer.dispose()}},1884:function(t,e,r){\"use strict\";var n=r(6832);e.boxVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 vertex;\\n\\nuniform vec2 cornerA, cornerB;\\n\\nvoid main() {\\n  gl_Position = vec4(mix(cornerA, cornerB, vertex), 0, 1);\\n}\\n\"]),e.boxFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\n\\nvoid main() {\\n  gl_FragColor = color;\\n}\\n\"])},6623:function(t,e,r){\"use strict\";var n=r(5158),i=r(5827),a=r(1884);function o(t,e,r){this.plot=t,this.boxBuffer=e,this.boxShader=r,this.enabled=!0,this.selectBox=[1/0,1/0,-1/0,-1/0],this.borderColor=[0,0,0,1],this.innerFill=!1,this.innerColor=[0,0,0,.25],this.outerFill=!0,this.outerColor=[0,0,0,.5],this.borderWidth=10}t.exports=function(t,e){var r=t.gl,s=new o(t,i(r,[0,0,0,1,1,0,1,1]),n(r,a.boxVertex,a.boxFragment));return s.update(e),t.addOverlay(s),s};var s=o.prototype;s.draw=function(){if(this.enabled){var t=this.plot,e=this.selectBox,r=this.borderWidth,n=(this.innerFill,this.innerColor),i=(this.outerFill,this.outerColor),a=this.borderColor,o=t.box,s=t.screenBox,l=t.dataBox,u=t.viewBox,c=t.pixelRatio,f=(e[0]-l[0])*(u[2]-u[0])/(l[2]-l[0])+u[0],h=(e[1]-l[1])*(u[3]-u[1])/(l[3]-l[1])+u[1],p=(e[2]-l[0])*(u[2]-u[0])/(l[2]-l[0])+u[0],d=(e[3]-l[1])*(u[3]-u[1])/(l[3]-l[1])+u[1];if(f=Math.max(f,u[0]),h=Math.max(h,u[1]),p=Math.min(p,u[2]),d=Math.min(d,u[3]),!(p<f||d<h)){o.bind();var v=s[2]-s[0],g=s[3]-s[1];if(this.outerFill&&(o.drawBox(0,0,v,h,i),o.drawBox(0,h,f,d,i),o.drawBox(0,d,v,g,i),o.drawBox(p,h,v,d,i)),this.innerFill&&o.drawBox(f,h,p,d,n),r>0){var y=r*c;o.drawBox(f-y,h-y,p+y,h+y,a),o.drawBox(f-y,d-y,p+y,d+y,a),o.drawBox(f-y,h-y,f+y,d+y,a),o.drawBox(p-y,h-y,p+y,d+y,a)}}}},s.update=function(t){t=t||{},this.innerFill=!!t.innerFill,this.outerFill=!!t.outerFill,this.innerColor=(t.innerColor||[0,0,0,.5]).slice(),this.outerColor=(t.outerColor||[0,0,0,.5]).slice(),this.borderColor=(t.borderColor||[0,0,0,1]).slice(),this.borderWidth=t.borderWidth||0,this.selectBox=(t.selectBox||this.selectBox).slice()},s.dispose=function(){this.boxBuffer.dispose(),this.boxShader.dispose(),this.plot.removeOverlay(this)}},2611:function(t,e,r){\"use strict\";t.exports=function(t,e){var r=e[0],a=e[1];return new l(t,n(t,r,a,{}),i.mallocUint8(r*a*4))};var n=r(4234),i=r(5306),a=r(5050),o=r(2288).nextPow2;function s(t,e,r,n,i){this.coord=[t,e],this.id=r,this.value=n,this.distance=i}function l(t,e,r){this.gl=t,this.fbo=e,this.buffer=r,this._readTimeout=null;var 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h=u,p=c,d=0;d<3;++d)i&&i[d]<0?(h[d]=this.bounds[0][d],p[d]=this.bounds[1][d]):(h[d]=this.bounds[1][d],p[d]=this.bounds[0][d]);for(f[0]=e.drawingBufferWidth,f[1]=e.drawingBufferHeight,n.uniforms.model=a,n.uniforms.view=s,n.uniforms.projection=l,n.uniforms.coordinates=[this.position,h,p],n.uniforms.colors=this.colors,n.uniforms.screenShape=f,d=0;d<3;++d)n.uniforms.lineWidth=this.lineWidth[d]*this.pixelRatio,this.enabled[d]&&(r.draw(e.TRIANGLES,6,6*d),this.drawSides[d]&&r.draw(e.TRIANGLES,12,18+12*d));r.unbind()},l.update=function(t){t&&(\"bounds\"in t&&(this.bounds=t.bounds),\"position\"in t&&(this.position=t.position),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"colors\"in t&&(this.colors=t.colors),\"enabled\"in t&&(this.enabled=t.enabled),\"drawSides\"in t&&(this.drawSides=t.drawSides))},l.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},9578:function(t,e,r){var n=r(6832),i=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, tubeScale;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * tubePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(tubePosition, 1.0);\\n  vec4 t_position  = view * tubePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = tubePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float tubeScale;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  gl_Position = projection * view * tubePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);e.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec4\"}]},e.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec4\"}]}},7307:function(t,e,r){\"use strict\";var n=r(2858),i=r(4020),a=[\"xyz\",\"xzy\",\"yxz\",\"yzx\",\"zxy\",\"zyx\"],o=function(t,e){var r,n=t.length;for(r=0;r<n;r++){var i=t[r];if(i===e)return r;if(i>e)return r-1}return r},s=function(t,e,r){return t<e?e:t>r?r:t},l=function(t){var e=1/0;t.sort((function(t,e){return t-e}));for(var r=t.length,n=1;n<r;n++){var i=Math.abs(t[n]-t[n-1]);i<e&&(e=i)}return e};t.exports=function(t,e){var r=t.startingPositions,u=t.maxLength||1e3,c=t.tubeSize||1,f=t.absoluteTubeSize,h=t.gridFill||\"+x+y+z\",p={};-1!==h.indexOf(\"-x\")&&(p.reversedX=!0),-1!==h.indexOf(\"-y\")&&(p.reversedY=!0),-1!==h.indexOf(\"-z\")&&(p.reversedZ=!0),p.filled=a.indexOf(h.replace(/-/g,\"\").replace(/\\+/g,\"\"));var d=t.getVelocity||function(e){return function(t,e,r){var i=e.vectors,a=e.meshgrid,l=t[0],u=t[1],c=t[2],f=a[0].length,h=a[1].length,p=a[2].length,d=o(a[0],l),v=o(a[1],u),g=o(a[2],c),y=d+1,m=v+1,x=g+1;if(d=s(d,0,f-1),y=s(y,0,f-1),v=s(v,0,h-1),m=s(m,0,h-1),g=s(g,0,p-1),x=s(x,0,p-1),d<0||v<0||g<0||y>f-1||m>h-1||x>p-1)return n.create();var b,_,w,T,k,A,M=a[0][d],S=a[0][y],E=a[1][v],L=a[1][m],C=a[2][g],P=(l-M)/(S-M),O=(u-E)/(L-E),I=(c-C)/(a[2][x]-C);switch(isFinite(P)||(P=.5),isFinite(O)||(O=.5),isFinite(I)||(I=.5),r.reversedX&&(d=f-1-d,y=f-1-y),r.reversedY&&(v=h-1-v,m=h-1-m),r.reversedZ&&(g=p-1-g,x=p-1-x),r.filled){case 5:k=g,A=x,w=v*p,T=m*p,b=d*p*h,_=y*p*h;break;case 4:k=g,A=x,b=d*p,_=y*p,w=v*p*f,T=m*p*f;break;case 3:w=v,T=m,k=g*h,A=x*h,b=d*h*p,_=y*h*p;break;case 2:w=v,T=m,b=d*h,_=y*h,k=g*h*f,A=x*h*f;break;case 1:b=d,_=y,k=g*f,A=x*f,w=v*f*p,T=m*f*p;break;default:b=d,_=y,w=v*f,T=m*f,k=g*f*h,A=x*f*h}var D=i[b+w+k],z=i[b+w+A],R=i[b+T+k],F=i[b+T+A],B=i[_+w+k],N=i[_+w+A],j=i[_+T+k],U=i[_+T+A],V=n.create(),H=n.create(),q=n.create(),G=n.create();n.lerp(V,D,B,P),n.lerp(H,z,N,P),n.lerp(q,R,j,P),n.lerp(G,F,U,P);var Z=n.create(),Y=n.create();n.lerp(Z,V,q,O),n.lerp(Y,H,G,O);var W=n.create();return n.lerp(W,Z,Y,I),W}(e,t,p)},v=t.getDivergence||function(t,e){var r=n.create(),i=1e-4;n.add(r,t,[i,0,0]);var a=d(r);n.subtract(a,a,e),n.scale(a,a,1/i),n.add(r,t,[0,i,0]);var o=d(r);n.subtract(o,o,e),n.scale(o,o,1/i),n.add(r,t,[0,0,i]);var s=d(r);return n.subtract(s,s,e),n.scale(s,s,1/i),n.add(r,a,o),n.add(r,r,s),r},g=[],y=e[0][0],m=e[0][1],x=e[0][2],b=e[1][0],_=e[1][1],w=e[1][2],T=function(t){var e=t[0],r=t[1],n=t[2];return!(e<y||e>b||r<m||r>_||n<x||n>w)},k=10*n.distance(e[0],e[1])/u,A=k*k,M=1,S=0,E=r.length;E>1&&(M=function(t){for(var e=[],r=[],n=[],i={},a={},o={},s=t.length,u=0;u<s;u++){var c=t[u],f=c[0],h=c[1],p=c[2];i[f]||(e.push(f),i[f]=!0),a[h]||(r.push(h),a[h]=!0),o[p]||(n.push(p),o[p]=!0)}var d=l(e),v=l(r),g=l(n),y=Math.min(d,v,g);return isFinite(y)?y:1}(r));for(var L=0;L<E;L++){var C=n.create();n.copy(C,r[L]);var P=[C],O=[],I=d(C),D=C;O.push(I);var z=[],R=v(C,I),F=n.length(R);isFinite(F)&&F>S&&(S=F),z.push(F),g.push({points:P,velocities:O,divergences:z});for(var B=0;B<100*u&&P.length<u&&T(C);){B++;var N=n.clone(I),j=n.squaredLength(N);if(0===j)break;j>A&&n.scale(N,N,k/Math.sqrt(j)),n.add(N,N,C),I=d(N),n.squaredDistance(D,N)-A>-1e-4*A&&(P.push(N),D=N,O.push(I),R=v(N,I),F=n.length(R),isFinite(F)&&F>S&&(S=F),z.push(F)),C=N}}var U=function(t,e,r,a){for(var o=0,s=0;s<t.length;s++)for(var l=t[s].velocities,u=0;u<l.length;u++)o=Math.max(o,n.length(l[u]));var c=t.map((function(t){return function(t,e,r,a){for(var o=t.points,s=t.velocities,l=t.divergences,u=[],c=[],f=[],h=[],p=[],d=[],v=0,g=0,y=i.create(),m=i.create(),x=0;x<o.length;x++){var b=o[x],_=s[x],w=l[x];0===e&&(w=.05*r),g=n.length(_)/a,y=i.create(),n.copy(y,_),y[3]=w;for(var T=0;T<8;T++)p[T]=[b[0],b[1],b[2],T];if(h.length>0)for(T=0;T<8;T++){var k=(T+1)%8;u.push(h[T],p[T],p[k],p[k],h[k],h[T]),f.push(m,y,y,y,m,m),d.push(v,g,g,g,v,v);var A=u.length;c.push([A-6,A-5,A-4],[A-3,A-2,A-1])}var M=h;h=p,p=M;var S=m;m=y,y=S;var E=v;v=g,g=E}return{positions:u,cells:c,vectors:f,vertexIntensity:d}}(t,r,a,o)})),f=[],h=[],p=[],d=[];for(s=0;s<c.length;s++){var v=c[s],g=f.length;for(f=f.concat(v.positions),p=p.concat(v.vectors),d=d.concat(v.vertexIntensity),u=0;u<v.cells.length;u++){var y=v.cells[u],m=[];h.push(m);for(var x=0;x<y.length;x++)m.push(y[x]+g)}}return{positions:f,cells:h,vectors:p,vertexIntensity:d,colormap:e}}(g,t.colormap,S,M);return f?U.tubeScale=f:(0===S&&(S=1),U.tubeScale=.5*c*M/S),U};var u=r(9578),c=r(1140).createMesh;t.exports.createTubeMesh=function(t,e){return c(t,e,{shaders:u,traceType:\"streamtube\"})}},9054:function(t,e,r){var n=r(5158),i=r(6832),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute vec3 f;\\nattribute vec3 normal;\\n\\nuniform vec3 objectOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 lightPosition, eyePosition;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 localCoordinate = vec3(uv.zw, f.x);\\n  worldCoordinate = objectOffset + localCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n  vec4 clipPosition = projection * view * worldPosition;\\n  gl_Position = clipPosition;\\n  kill = f.y;\\n  value = f.z;\\n  planeCoordinate = uv.xy;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * worldPosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  lightDirection = lightPosition - cameraCoordinate.xyz;\\n  eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  surfaceNormal  = normalize((vec4(normal,0) * inverseModel).xyz);\\n}\\n\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat beckmannSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness) {\\n  return beckmannDistribution(dot(surfaceNormal, normalize(lightDirection + viewDirection)), roughness);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 lowerBound, upperBound;\\nuniform float contourTint;\\nuniform vec4 contourColor;\\nuniform sampler2D colormap;\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform float vertexColor;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  if (\\n    kill > 0.0 ||\\n    vColor.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], worldCoordinate)\\n  ) discard;\\n\\n  vec3 N = normalize(surfaceNormal);\\n  vec3 V = normalize(eyeDirection);\\n  vec3 L = normalize(lightDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = max(beckmannSpecular(L, V, N, roughness), 0.);\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  //decide how to interpolate color — in vertex or in fragment\\n  vec4 surfaceColor =\\n    step(vertexColor, .5) * texture2D(colormap, vec2(value, value)) +\\n    step(.5, vertexColor) * vColor;\\n\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = mix(litColor, contourColor, contourTint) * opacity;\\n}\\n\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute float f;\\n\\nuniform vec3 objectOffset;\\nuniform mat3 permutation;\\nuniform mat4 model, view, projection;\\nuniform float height, zOffset;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 dataCoordinate = permutation * vec3(uv.xy, height);\\n  worldCoordinate = objectOffset + dataCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n\\n  vec4 clipPosition = projection * view * worldPosition;\\n  clipPosition.z += zOffset;\\n\\n  gl_Position = clipPosition;\\n  value = f + objectOffset.z;\\n  kill = -1.0;\\n  planeCoordinate = uv.zw;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Don't do lighting for contours\\n  surfaceNormal   = vec3(1,0,0);\\n  eyeDirection    = vec3(0,1,0);\\n  lightDirection  = vec3(0,0,1);\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec2 shape;\\nuniform vec3 clipBounds[2];\\nuniform float pickId;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 surfaceNormal;\\n\\nvec2 splitFloat(float v) {\\n  float vh = 255.0 * v;\\n  float upper = floor(vh);\\n  float lower = fract(vh);\\n  return vec2(upper / 255.0, floor(lower * 16.0) / 16.0);\\n}\\n\\nvoid main() {\\n  if ((kill > 0.0) ||\\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) discard;\\n\\n  vec2 ux = splitFloat(planeCoordinate.x / shape.x);\\n  vec2 uy = splitFloat(planeCoordinate.y / shape.y);\\n  gl_FragColor = vec4(pickId, ux.x, uy.x, ux.y + (uy.y/16.0));\\n}\\n\"]);e.createShader=function(t){var e=n(t,a,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},e.createPickShader=function(t){var e=n(t,a,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},e.createContourShader=function(t){var e=n(t,s,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},e.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},3754:function(t,e,r){\"use strict\";t.exports=function(t){var e=t.gl,r=m(e),n=b(e),s=x(e),l=_(e),u=i(e),c=a(e,[{buffer:u,size:4,stride:w,offset:0},{buffer:u,size:3,stride:w,offset:16},{buffer:u,size:3,stride:w,offset:28}]),f=i(e),h=a(e,[{buffer:f,size:4,stride:20,offset:0},{buffer:f,size:1,stride:20,offset:16}]),p=i(e),d=a(e,[{buffer:p,size:2,type:e.FLOAT}]),v=o(e,1,S,e.RGBA,e.UNSIGNED_BYTE);v.minFilter=e.LINEAR,v.magFilter=e.LINEAR;var g=new E(e,[0,0],[[0,0,0],[0,0,0]],r,n,u,c,v,s,l,f,h,p,d,[0,0,0]),y={levels:[[],[],[]]};for(var T in t)y[T]=t[T];return y.colormap=y.colormap||\"jet\",g.update(y),g};var n=r(2288),i=r(5827),a=r(2944),o=r(8931),s=r(5306),l=r(9156),u=r(7498),c=r(7382),f=r(5050),h=r(4162),p=r(104),d=r(7437),v=r(5070),g=r(9144),y=r(9054),m=y.createShader,x=y.createContourShader,b=y.createPickShader,_=y.createPickContourShader,w=40,T=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],k=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],A=[[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0]];function M(t,e,r,n,i){this.position=t,this.index=e,this.uv=r,this.level=n,this.dataCoordinate=i}!function(){for(var t=0;t<3;++t){var e=A[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();var S=256;function E(t,e,r,n,i,a,o,l,u,c,h,p,d,v,g){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=g,this.intensityBounds=[],this._shader=n,this._pickShader=i,this._coordinateBuffer=a,this._vao=o,this._colorMap=l,this._contourShader=u,this._contourPickShader=c,this._contourBuffer=h,this._contourVAO=p,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new M([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=d,this._dynamicVAO=v,this._dynamicOffsets=[0,0,0],this._dynamicCounts=[0,0,0],this.contourWidth=[1,1,1],this.contourLevels=[[1],[1],[1]],this.contourTint=[0,0,0],this.contourColor=[[.5,.5,.5,1],[.5,.5,.5,1],[.5,.5,.5,1]],this.showContour=!0,this.showSurface=!0,this.enableHighlight=[!0,!0,!0],this.highlightColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.highlightTint=[1,1,1],this.highlightLevel=[-1,-1,-1],this.enableDynamic=[!0,!0,!0],this.dynamicLevel=[NaN,NaN,NaN],this.dynamicColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.dynamicTint=[1,1,1],this.dynamicWidth=[1,1,1],this.axesBounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.surfaceProject=[!1,!1,!1],this.contourProject=[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],this.colorBounds=[!1,!1],this._field=[f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0])],this.pickId=1,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.snapToData=!1,this.pixelRatio=1,this.opacity=1,this.lightPosition=[10,1e4,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.vertexColor=0,this.dirty=!0}var L=E.prototype;L.genColormap=function(t,e){var r=!1,n=c([l({colormap:t,nshades:S,format:\"rgba\"}).map((function(t,n){var i=e?function(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}(n/255,e):t[3];return i<1&&(r=!0),[t[0],t[1],t[2],255*i]}))]);return u.divseq(n,255),this.hasAlphaScale=r,n},L.isTransparent=function(){return this.opacity<1||this.hasAlphaScale},L.isOpaque=function(){return!this.isTransparent()},L.pickSlots=1,L.setPickBase=function(t){this.pickId=t};var C=[0,0,0],P={showSurface:!1,showContour:!1,projections:[T.slice(),T.slice(),T.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function O(t,e){var r,n,i,a=e.axes&&e.axes.lastCubeProps.axis||C,o=e.showSurface,s=e.showContour;for(r=0;r<3;++r)for(o=o||e.surfaceProject[r],n=0;n<3;++n)s=s||e.contourProject[r][n];for(r=0;r<3;++r){var l=P.projections[r];for(n=0;n<16;++n)l[n]=0;for(n=0;n<4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(a[r]>0)][r],p(l,t.model,l);var u=P.clipBounds[r];for(i=0;i<2;++i)for(n=0;n<3;++n)u[i][n]=t.clipBounds[i][n];u[0][r]=-1e8,u[1][r]=1e8}return P.showSurface=o,P.showContour=s,P}var I={model:T,view:T,projection:T,inverseModel:T.slice(),lowerBound:[0,0,0],upperBound:[0,0,0],colorMap:0,clipBounds:[[0,0,0],[0,0,0]],height:0,contourTint:0,contourColor:[0,0,0,1],permutation:[1,0,0,0,1,0,0,0,1],zOffset:-1e-4,objectOffset:[0,0,0],kambient:1,kdiffuse:1,kspecular:1,lightPosition:[1e3,1e3,1e3],eyePosition:[0,0,0],roughness:1,fresnel:1,opacity:1,vertexColor:0},D=T.slice(),z=[1,0,0,0,1,0,0,0,1];function R(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=I;n.model=t.model||T,n.view=t.view||T,n.projection=t.projection||T,n.lowerBound=[this.bounds[0][0],this.bounds[0][1],this.colorBounds[0]||this.bounds[0][2]],n.upperBound=[this.bounds[1][0],this.bounds[1][1],this.colorBounds[1]||this.bounds[1][2]],n.objectOffset=this.objectOffset,n.contourColor=this.contourColor[0],n.inverseModel=d(n.inverseModel,n.model);for(var i=0;i<2;++i)for(var a=n.clipBounds[i],o=0;o<3;++o)a[o]=Math.min(Math.max(this.clipBounds[i][o],-1e8),1e8);n.kambient=this.ambientLight,n.kdiffuse=this.diffuseLight,n.kspecular=this.specularLight,n.roughness=this.roughness,n.fresnel=this.fresnel,n.opacity=this.opacity,n.height=0,n.permutation=z,n.vertexColor=this.vertexColor;var s=D;for(p(s,n.view,n.model),p(s,n.projection,s),d(s,s),i=0;i<3;++i)n.eyePosition[i]=s[12+i]/s[15];var l=s[15];for(i=0;i<3;++i)l+=this.lightPosition[i]*s[4*i+3];for(i=0;i<3;++i){var u=s[12+i];for(o=0;o<3;++o)u+=s[4*o+i]*this.lightPosition[o];n.lightPosition[i]=u/l}var c=O(n,this);if(c.showSurface){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&&this._vertexCount&&this._vao.draw(r.TRIANGLES,this._vertexCount),i=0;i<3;++i)this.surfaceProject[i]&&this.vertexCount&&(this._shader.uniforms.model=c.projections[i],this._shader.uniforms.clipBounds=c.clipBounds[i],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(c.showContour){var f=this._contourShader;n.kambient=1,n.kdiffuse=0,n.kspecular=0,n.opacity=1,f.bind(),f.uniforms=n;var h=this._contourVAO;for(h.bind(),i=0;i<3;++i)for(f.uniforms.permutation=A[i],r.lineWidth(this.contourWidth[i]*this.pixelRatio),o=0;o<this.contourLevels[i].length;++o)o===this.highlightLevel[i]?(f.uniforms.contourColor=this.highlightColor[i],f.uniforms.contourTint=this.highlightTint[i]):0!==o&&o-1!==this.highlightLevel[i]||(f.uniforms.contourColor=this.contourColor[i],f.uniforms.contourTint=this.contourTint[i]),this._contourCounts[i][o]&&(f.uniforms.height=this.contourLevels[i][o],h.draw(r.LINES,this._contourCounts[i][o],this._contourOffsets[i][o]));for(i=0;i<3;++i)for(f.uniforms.model=c.projections[i],f.uniforms.clipBounds=c.clipBounds[i],o=0;o<3;++o)if(this.contourProject[i][o]){f.uniforms.permutation=A[o],r.lineWidth(this.contourWidth[o]*this.pixelRatio);for(var v=0;v<this.contourLevels[o].length;++v)v===this.highlightLevel[o]?(f.uniforms.contourColor=this.highlightColor[o],f.uniforms.contourTint=this.highlightTint[o]):0!==v&&v-1!==this.highlightLevel[o]||(f.uniforms.contourColor=this.contourColor[o],f.uniforms.contourTint=this.contourTint[o]),this._contourCounts[o][v]&&(f.uniforms.height=this.contourLevels[o][v],h.draw(r.LINES,this._contourCounts[o][v],this._contourOffsets[o][v]))}for(h.unbind(),(h=this._dynamicVAO).bind(),i=0;i<3;++i)if(0!==this._dynamicCounts[i])for(f.uniforms.model=n.model,f.uniforms.clipBounds=n.clipBounds,f.uniforms.permutation=A[i],r.lineWidth(this.dynamicWidth[i]*this.pixelRatio),f.uniforms.contourColor=this.dynamicColor[i],f.uniforms.contourTint=this.dynamicTint[i],f.uniforms.height=this.dynamicLevel[i],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]),o=0;o<3;++o)this.contourProject[o][i]&&(f.uniforms.model=c.projections[o],f.uniforms.clipBounds=c.clipBounds[o],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]));h.unbind()}}L.draw=function(t){return R.call(this,t,!1)},L.drawTransparent=function(t){return R.call(this,t,!0)};var F={model:T,view:T,projection:T,inverseModel:T,clipBounds:[[0,0,0],[0,0,0]],height:0,shape:[0,0],pickId:0,lowerBound:[0,0,0],upperBound:[0,0,0],zOffset:0,objectOffset:[0,0,0],permutation:[1,0,0,0,1,0,0,0,1],lightPosition:[0,0,0],eyePosition:[0,0,0]};function B(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function N(t){return Array.isArray(t)?3===t.length?[t[0],t[1],t[2],1]:[t[0],t[1],t[2],t[3]]:[0,0,0,1]}function j(t){if(Array.isArray(t)){if(Array.isArray(t))return[N(t[0]),N(t[1]),N(t[2])];var e=N(t);return[e.slice(),e.slice(),e.slice()]}}L.drawPick=function(t){t=t||{};var e=this.gl;e.disable(e.CULL_FACE);var r=F;r.model=t.model||T,r.view=t.view||T,r.projection=t.projection||T,r.shape=this._field[2].shape,r.pickId=this.pickId/255,r.lowerBound=this.bounds[0],r.upperBound=this.bounds[1],r.objectOffset=this.objectOffset,r.permutation=z;for(var n=0;n<2;++n)for(var i=r.clipBounds[n],a=0;a<3;++a)i[a]=Math.min(Math.max(this.clipBounds[n][a],-1e8),1e8);var o=O(r,this);if(o.showSurface){for(this._pickShader.bind(),this._pickShader.uniforms=r,this._vao.bind(),this._vao.draw(e.TRIANGLES,this._vertexCount),n=0;n<3;++n)this.surfaceProject[n]&&(this._pickShader.uniforms.model=o.projections[n],this._pickShader.uniforms.clipBounds=o.clipBounds[n],this._vao.draw(e.TRIANGLES,this._vertexCount));this._vao.unbind()}if(o.showContour){var s=this._contourPickShader;s.bind(),s.uniforms=r;var l=this._contourVAO;for(l.bind(),a=0;a<3;++a)for(e.lineWidth(this.contourWidth[a]*this.pixelRatio),s.uniforms.permutation=A[a],n=0;n<this.contourLevels[a].length;++n)this._contourCounts[a][n]&&(s.uniforms.height=this.contourLevels[a][n],l.draw(e.LINES,this._contourCounts[a][n],this._contourOffsets[a][n]));for(n=0;n<3;++n)for(s.uniforms.model=o.projections[n],s.uniforms.clipBounds=o.clipBounds[n],a=0;a<3;++a)if(this.contourProject[n][a]){s.uniforms.permutation=A[a],e.lineWidth(this.contourWidth[a]*this.pixelRatio);for(var u=0;u<this.contourLevels[a].length;++u)this._contourCounts[a][u]&&(s.uniforms.height=this.contourLevels[a][u],l.draw(e.LINES,this._contourCounts[a][u],this._contourOffsets[a][u]))}l.unbind()}},L.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=this._field[2].shape,r=this._pickResult,n=e[0]*(t.value[0]+(t.value[2]>>4)/16)/255,i=Math.floor(n),a=n-i,o=e[1]*(t.value[1]+(15&t.value[2])/16)/255,s=Math.floor(o),l=o-s;i+=1,s+=1;var u=r.position;u[0]=u[1]=u[2]=0;for(var c=0;c<2;++c)for(var f=c?a:1-a,h=0;h<2;++h)for(var p=i+c,d=s+h,g=f*(h?l:1-l),y=0;y<3;++y)u[y]+=this._field[y].get(p,d)*g;for(var m=this._pickResult.level,x=0;x<3;++x)if(m[x]=v.le(this.contourLevels[x],u[x]),m[x]<0)this.contourLevels[x].length>0&&(m[x]=0);else if(m[x]<this.contourLevels[x].length-1){var b=this.contourLevels[x][m[x]],_=this.contourLevels[x][m[x]+1];Math.abs(b-u[x])>Math.abs(_-u[x])&&(m[x]+=1)}for(r.index[0]=a<.5?i:i+1,r.index[1]=l<.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],y=0;y<3;++y)r.dataCoordinate[y]=this._field[y].get(r.index[0],r.index[1]);return r},L.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();u.assign(t.lo(1,1).hi(r[0],r[1]),e),u.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),u.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),u.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),u.assign(t.lo(n[0]-1,1).hi(1,r[1]),e.lo(r[0]-1)),t.set(0,0,e.get(0,0)),t.set(0,n[1]-1,e.get(0,r[1]-1)),t.set(n[0]-1,0,e.get(r[0]-1,0)),t.set(n[0]-1,n[1]-1,e.get(r[0]-1,r[1]-1))},L.update=function(t){t=t||{},this.objectOffset=t.objectOffset||this.objectOffset,this.dirty=!0,\"contourWidth\"in t&&(this.contourWidth=B(t.contourWidth,Number)),\"showContour\"in t&&(this.showContour=B(t.showContour,Boolean)),\"showSurface\"in t&&(this.showSurface=!!t.showSurface),\"contourTint\"in t&&(this.contourTint=B(t.contourTint,Boolean)),\"contourColor\"in t&&(this.contourColor=j(t.contourColor)),\"contourProject\"in t&&(this.contourProject=B(t.contourProject,(function(t){return B(t,Boolean)}))),\"surfaceProject\"in t&&(this.surfaceProject=t.surfaceProject),\"dynamicColor\"in t&&(this.dynamicColor=j(t.dynamicColor)),\"dynamicTint\"in t&&(this.dynamicTint=B(t.dynamicTint,Number)),\"dynamicWidth\"in t&&(this.dynamicWidth=B(t.dynamicWidth,Number)),\"opacity\"in t&&(this.opacity=t.opacity),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale),\"colorBounds\"in t&&(this.colorBounds=t.colorBounds),\"vertexColor\"in t&&(this.vertexColor=t.vertexColor?1:0),\"colormap\"in t&&this._colorMap.setPixels(this.genColormap(t.colormap,this.opacityscale));var e=t.field||t.coords&&t.coords[2]||null,r=!1;if(e||(e=this._field[2].shape[0]||this._field[2].shape[2]?this._field[2].lo(1,1).hi(this._field[2].shape[0]-2,this._field[2].shape[1]-2):this._field[2].hi(0,0)),\"field\"in t||\"coords\"in t){var i=(e.shape[0]+2)*(e.shape[1]+2);i>this._field[2].data.length&&(s.freeFloat(this._field[2].data),this._field[2].data=s.mallocFloat(n.nextPow2(i))),this._field[2]=f(this._field[2].data,[e.shape[0]+2,e.shape[1]+2]),this.padField(this._field[2],e),this.shape=e.shape.slice();for(var a=this.shape,o=0;o<2;++o)this._field[2].size>this._field[o].data.length&&(s.freeFloat(this._field[o].data),this._field[o].data=s.mallocFloat(this._field[2].size)),this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2]);if(t.coords){var l=t.coords;if(!Array.isArray(l)||3!==l.length)throw new Error(\"gl-surface: invalid coordinates for x/y\");for(o=0;o<2;++o){var u=l[o];for(y=0;y<2;++y)if(u.shape[y]!==a[y])throw new Error(\"gl-surface: coords have incorrect shape\");this.padField(this._field[o],u)}}else if(t.ticks){var c=t.ticks;if(!Array.isArray(c)||2!==c.length)throw new Error(\"gl-surface: invalid ticks\");for(o=0;o<2;++o){var p=c[o];if((Array.isArray(p)||p.length)&&(p=f(p)),p.shape[0]!==a[o])throw new Error(\"gl-surface: invalid tick length\");var d=f(p.data,a);d.stride[o]=p.stride[0],d.stride[1^o]=0,this.padField(this._field[o],d)}}else{for(o=0;o<2;++o){var v=[0,0];v[o]=1,this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2],v,0)}this._field[0].set(0,0,0);for(var y=0;y<a[0];++y)this._field[0].set(y+1,0,y);for(this._field[0].set(a[0]+1,0,a[0]-1),this._field[1].set(0,0,0),y=0;y<a[1];++y)this._field[1].set(0,y+1,y);this._field[1].set(0,a[1]+1,a[1]-1)}var m=this._field,x=f(s.mallocFloat(3*m[2].size*2),[3,a[0]+2,a[1]+2,2]);for(o=0;o<3;++o)g(x.pick(o),m[o],\"mirror\");var b=f(s.mallocFloat(3*m[2].size),[a[0]+2,a[1]+2,3]);for(o=0;o<a[0]+2;++o)for(y=0;y<a[1]+2;++y){var _=x.get(0,o,y,0),w=x.get(0,o,y,1),T=x.get(1,o,y,0),A=x.get(1,o,y,1),M=x.get(2,o,y,0),S=x.get(2,o,y,1),E=T*S-A*M,L=M*w-S*_,C=_*A-w*T,P=Math.sqrt(E*E+L*L+C*C);P<1e-8?(P=Math.max(Math.abs(E),Math.abs(L),Math.abs(C)))<1e-8?(C=1,L=E=0,P=1):P=1/P:P=1/Math.sqrt(P),b.set(o,y,0,E*P),b.set(o,y,1,L*P),b.set(o,y,2,C*P)}s.free(x.data);var O=[1/0,1/0,1/0],I=[-1/0,-1/0,-1/0],D=1/0,z=-1/0,R=(a[0]-1)*(a[1]-1)*6,F=s.mallocFloat(n.nextPow2(10*R)),N=0,U=0;for(o=0;o<a[0]-1;++o)t:for(y=0;y<a[1]-1;++y){for(var V=0;V<2;++V)for(var H=0;H<2;++H)for(var q=0;q<3;++q){var G=this._field[q].get(1+o+V,1+y+H);if(isNaN(G)||!isFinite(G))continue t}for(q=0;q<6;++q){var Z=o+k[q][0],Y=y+k[q][1],W=this._field[0].get(Z+1,Y+1),X=this._field[1].get(Z+1,Y+1);G=this._field[2].get(Z+1,Y+1),E=b.get(Z+1,Y+1,0),L=b.get(Z+1,Y+1,1),C=b.get(Z+1,Y+1,2),t.intensity&&(J=t.intensity.get(Z,Y));var J=t.intensity?t.intensity.get(Z,Y):G+this.objectOffset[2];F[N++]=Z,F[N++]=Y,F[N++]=W,F[N++]=X,F[N++]=G,F[N++]=0,F[N++]=J,F[N++]=E,F[N++]=L,F[N++]=C,O[0]=Math.min(O[0],W+this.objectOffset[0]),O[1]=Math.min(O[1],X+this.objectOffset[1]),O[2]=Math.min(O[2],G+this.objectOffset[2]),D=Math.min(D,J),I[0]=Math.max(I[0],W+this.objectOffset[0]),I[1]=Math.max(I[1],X+this.objectOffset[1]),I[2]=Math.max(I[2],G+this.objectOffset[2]),z=Math.max(z,J),U+=1}}for(t.intensityBounds&&(D=+t.intensityBounds[0],z=+t.intensityBounds[1]),o=6;o<N;o+=10)F[o]=(F[o]-D)/(z-D);this._vertexCount=U,this._coordinateBuffer.update(F.subarray(0,N)),s.freeFloat(F),s.free(b.data),this.bounds=[O,I],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===D&&this.intensityBounds[1]===z||(r=!0),this.intensityBounds=[D,z]}if(\"levels\"in t){var K=t.levels;for(K=Array.isArray(K[0])?K.slice():[[],[],K],o=0;o<3;++o)K[o]=K[o].slice(),K[o].sort((function(t,e){return t-e}));for(o=0;o<3;++o)for(y=0;y<K[o].length;++y)K[o][y]-=this.objectOffset[o];t:for(o=0;o<3;++o){if(K[o].length!==this.contourLevels[o].length){r=!0;break}for(y=0;y<K[o].length;++y)if(K[o][y]!==this.contourLevels[o][y]){r=!0;break t}}this.contourLevels=K}if(r){m=this._field,a=this.shape;for(var $=[],Q=0;Q<3;++Q){var tt=this.contourLevels[Q],et=[],rt=[],nt=[0,0,0];for(o=0;o<tt.length;++o){var it=h(this._field[Q],tt[o]);et.push($.length/5|0),U=0;t:for(y=0;y<it.cells.length;++y){var at=it.cells[y];for(q=0;q<2;++q){var ot=it.positions[at[q]],st=ot[0],lt=0|Math.floor(st),ut=st-lt,ct=ot[1],ft=0|Math.floor(ct),ht=ct-ft,pt=!1;e:for(var dt=0;dt<3;++dt){nt[dt]=0;var vt=(Q+dt+1)%3;for(V=0;V<2;++V){var gt=V?ut:1-ut;for(Z=0|Math.min(Math.max(lt+V,0),a[0]),H=0;H<2;++H){var yt=H?ht:1-ht;if(Y=0|Math.min(Math.max(ft+H,0),a[1]),G=dt<2?this._field[vt].get(Z,Y):(this.intensity.get(Z,Y)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(G)||isNaN(G)){pt=!0;break e}var mt=gt*yt;nt[dt]+=mt*G}}}if(pt){if(q>0){for(var xt=0;xt<5;++xt)$.pop();U-=1}continue t}$.push(nt[0],nt[1],ot[0],ot[1],nt[2]),U+=1}}rt.push(U)}this._contourOffsets[Q]=et,this._contourCounts[Q]=rt}var bt=s.mallocFloat($.length);for(o=0;o<$.length;++o)bt[o]=$[o];this._contourBuffer.update(bt),s.freeFloat(bt)}},L.dispose=function(){this._shader.dispose(),this._vao.dispose(),this._coordinateBuffer.dispose(),this._colorMap.dispose(),this._contourBuffer.dispose(),this._contourVAO.dispose(),this._contourShader.dispose(),this._contourPickShader.dispose(),this._dynamicBuffer.dispose(),this._dynamicVAO.dispose();for(var t=0;t<3;++t)s.freeFloat(this._field[t].data)},L.highlight=function(t){var e,r;if(!t)return this._dynamicCounts=[0,0,0],this.dyanamicLevel=[NaN,NaN,NaN],void(this.highlightLevel=[-1,-1,-1]);for(e=0;e<3;++e)this.enableHighlight[e]?this.highlightLevel[e]=t.level[e]:this.highlightLevel[e]=-1;for(r=this.snapToData?t.dataCoordinate:t.position,e=0;e<3;++e)r[e]-=this.objectOffset[e];if(this.enableDynamic[0]&&r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&&r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&&r[2]!==this.dynamicLevel[2]){for(var n=0,i=this.shape,a=s.mallocFloat(12*i[0]*i[1]),o=0;o<3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var l=(o+1)%3,u=(o+2)%3,c=this._field[o],f=this._field[l],p=this._field[u],d=h(c,r[o]),v=d.cells,g=d.positions;for(this._dynamicOffsets[o]=n,e=0;e<v.length;++e)for(var y=v[e],m=0;m<2;++m){var x=g[y[m]],b=+x[0],_=0|b,w=0|Math.min(_+1,i[0]),T=b-_,k=1-T,A=+x[1],M=0|A,S=0|Math.min(M+1,i[1]),E=A-M,L=1-E,C=k*L,P=k*E,O=T*L,I=T*E,D=C*f.get(_,M)+P*f.get(_,S)+O*f.get(w,M)+I*f.get(w,S),z=C*p.get(_,M)+P*p.get(_,S)+O*p.get(w,M)+I*p.get(w,S);if(isNaN(D)||isNaN(z)){m&&(n-=1);break}a[2*n+0]=D,a[2*n+1]=z,n+=1}this._dynamicCounts[o]=n-this._dynamicOffsets[o]}else this.dynamicLevel[o]=NaN,this._dynamicCounts[o]=0;this._dynamicBuffer.update(a.subarray(0,2*n)),s.freeFloat(a)}}},8931:function(t,e,r){\"use strict\";var n=r(5050),i=r(7498),a=r(5306);t.exports=function(t){if(arguments.length<=1)throw new Error(\"gl-texture2d: Missing arguments for texture2d constructor\");if(o||function(t){o=[t.LINEAR,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_NEAREST],s=[t.NEAREST,t.LINEAR,t.NEAREST_MIPMAP_NEAREST,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_LINEAR],l=[t.REPEAT,t.CLAMP_TO_EDGE,t.MIRRORED_REPEAT]}(t),\"number\"==typeof arguments[1])return g(t,arguments[1],arguments[2],arguments[3]||t.RGBA,arguments[4]||t.UNSIGNED_BYTE);if(Array.isArray(arguments[1]))return g(t,0|arguments[1][0],0|arguments[1][1],arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(\"object\"==typeof arguments[1]){var e=arguments[1],r=u(e)?e:e.raw;if(r)return function(t,e,r,n,i,a){var o=v(t);return t.texImage2D(t.TEXTURE_2D,0,i,i,a,e),new h(t,o,r,n,i,a)}(t,r,0|e.width,0|e.height,arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(e.shape&&e.data&&e.stride)return function(t,e){var r=e.dtype,o=e.shape.slice(),s=t.getParameter(t.MAX_TEXTURE_SIZE);if(o[0]<0||o[0]>s||o[1]<0||o[1]>s)throw new Error(\"gl-texture2d: Invalid texture size\");var l=d(o,e.stride.slice()),u=0;\"float32\"===r?u=t.FLOAT:\"float64\"===r?(u=t.FLOAT,l=!1,r=\"float32\"):\"uint8\"===r?u=t.UNSIGNED_BYTE:(u=t.UNSIGNED_BYTE,l=!1,r=\"uint8\");var f,p,g=0;if(2===o.length)g=t.LUMINANCE,o=[o[0],o[1],1],e=n(e.data,o,[e.stride[0],e.stride[1],1],e.offset);else{if(3!==o.length)throw new Error(\"gl-texture2d: Invalid shape for texture\");if(1===o[2])g=t.ALPHA;else if(2===o[2])g=t.LUMINANCE_ALPHA;else if(3===o[2])g=t.RGB;else{if(4!==o[2])throw new Error(\"gl-texture2d: Invalid shape for pixel coords\");g=t.RGBA}}u!==t.FLOAT||t.getExtension(\"OES_texture_float\")||(u=t.UNSIGNED_BYTE,l=!1);var y=e.size;if(l)f=0===e.offset&&e.data.length===y?e.data:e.data.subarray(e.offset,e.offset+y);else{var m=[o[2],o[2]*o[0],1];p=a.malloc(y,r);var x=n(p,o,m,0);\"float32\"!==r&&\"float64\"!==r||u!==t.UNSIGNED_BYTE?i.assign(x,e):c(x,e),f=p.subarray(0,y)}var b=v(t);return t.texImage2D(t.TEXTURE_2D,0,g,o[0],o[1],0,g,u,f),l||a.free(p),new h(t,b,o[0],o[1],g,u)}(t,e)}throw new Error(\"gl-texture2d: Invalid arguments for texture2d constructor\")};var o=null,s=null,l=null;function u(t){return\"undefined\"!=typeof HTMLCanvasElement&&t instanceof HTMLCanvasElement||\"undefined\"!=typeof HTMLImageElement&&t instanceof HTMLImageElement||\"undefined\"!=typeof HTMLVideoElement&&t instanceof HTMLVideoElement||\"undefined\"!=typeof ImageData&&t instanceof ImageData}var c=function(t,e){i.muls(t,e,255)};function f(t,e,r){var n=t.gl,i=n.getParameter(n.MAX_TEXTURE_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-texture2d: Invalid texture size\");return t._shape=[e,r],t.bind(),n.texImage2D(n.TEXTURE_2D,0,t.format,e,r,0,t.format,t.type,null),t._mipLevels=[0],t}function h(t,e,r,n,i,a){this.gl=t,this.handle=e,this.format=i,this.type=a,this._shape=[r,n],this._mipLevels=[0],this._magFilter=t.NEAREST,this._minFilter=t.NEAREST,this._wrapS=t.CLAMP_TO_EDGE,this._wrapT=t.CLAMP_TO_EDGE,this._anisoSamples=1;var o=this,s=[this._wrapS,this._wrapT];Object.defineProperties(s,[{get:function(){return o._wrapS},set:function(t){return o.wrapS=t}},{get:function(){return o._wrapT},set:function(t){return o.wrapT=t}}]),this._wrapVector=s;var l=[this._shape[0],this._shape[1]];Object.defineProperties(l,[{get:function(){return o._shape[0]},set:function(t){return o.width=t}},{get:function(){return o._shape[1]},set:function(t){return o.height=t}}]),this._shapeVector=l}var p=h.prototype;function d(t,e){return 3===t.length?1===e[2]&&e[1]===t[0]*t[2]&&e[0]===t[2]:1===e[0]&&e[1]===t[0]}function v(t){var e=t.createTexture();return t.bindTexture(t.TEXTURE_2D,e),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_S,t.CLAMP_TO_EDGE),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_T,t.CLAMP_TO_EDGE),e}function g(t,e,r,n,i){var a=t.getParameter(t.MAX_TEXTURE_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-texture2d: Invalid texture shape\");if(i===t.FLOAT&&!t.getExtension(\"OES_texture_float\"))throw new Error(\"gl-texture2d: Floating point textures not supported on this platform\");var o=v(t);return t.texImage2D(t.TEXTURE_2D,0,n,e,r,0,n,i,null),new h(t,o,e,r,n,i)}Object.defineProperties(p,{minFilter:{get:function(){return this._minFilter},set:function(t){this.bind();var 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n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],u=e[8],c=e[9],f=e[10],h=e[11];return e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[0]=a*i-u*n,t[1]=o*i-c*n,t[2]=s*i-f*n,t[3]=l*i-h*n,t[8]=a*n+u*i,t[9]=o*n+c*i,t[10]=s*n+f*i,t[11]=l*n+h*i,t}},15692:function(t){t.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],u=e[4],c=e[5],f=e[6],h=e[7];return e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[0]=a*i+u*n,t[1]=o*i+c*n,t[2]=s*i+f*n,t[3]=l*i+h*n,t[4]=u*i-a*n,t[5]=c*i-o*n,t[6]=f*i-s*n,t[7]=h*i-l*n,t}},10789:function(t){t.exports=function(t,e,r){var n=r[0],i=r[1],a=r[2];return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*i,t[5]=e[5]*i,t[6]=e[6]*i,t[7]=e[7]*i,t[8]=e[8]*a,t[9]=e[9]*a,t[10]=e[10]*a,t[11]=e[11]*a,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},6726:function(t){t.exports=function(t){return\"mat4(\"+t[0]+\", \"+t[1]+\", \"+t[2]+\", \"+t[3]+\", \"+t[4]+\", \"+t[5]+\", \"+t[6]+\", \"+t[7]+\", \"+t[8]+\", \"+t[9]+\", \"+t[10]+\", \"+t[11]+\", \"+t[12]+\", \"+t[13]+\", \"+t[14]+\", \"+t[15]+\")\"}},31283:function(t){t.exports=function(t,e,r){var n,i,a,o,s,l,u,c,f,h,p,d,v=r[0],g=r[1],y=r[2];return e===t?(t[12]=e[0]*v+e[4]*g+e[8]*y+e[12],t[13]=e[1]*v+e[5]*g+e[9]*y+e[13],t[14]=e[2]*v+e[6]*g+e[10]*y+e[14],t[15]=e[3]*v+e[7]*g+e[11]*y+e[15]):(n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],u=e[6],c=e[7],f=e[8],h=e[9],p=e[10],d=e[11],t[0]=n,t[1]=i,t[2]=a,t[3]=o,t[4]=s,t[5]=l,t[6]=u,t[7]=c,t[8]=f,t[9]=h,t[10]=p,t[11]=d,t[12]=n*v+s*g+f*y+e[12],t[13]=i*v+l*g+h*y+e[13],t[14]=a*v+u*g+p*y+e[14],t[15]=o*v+c*g+d*y+e[15]),t}},88654:function(t){t.exports=function(t,e){if(t===e){var r=e[1],n=e[2],i=e[3],a=e[6],o=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=r,t[6]=e[9],t[7]=e[13],t[8]=n,t[9]=a,t[11]=e[14],t[12]=i,t[13]=o,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},42505:function(t,e,r){\"use strict\";var n=r(72791),i=r(71299),a=r(98580),o=r(12018),s=r(83522),l=r(25075),u=r(68016),c=r(58404),f=r(18863),h=r(10973),p=r(25677),d=r(75686),v=r(53545),g=r(56131),y=r(32879),m=r(30120),x=r(13547).nextPow2,b=new s,_=!1;if(document.body){var w=document.body.appendChild(document.createElement(\"div\"));w.style.font=\"italic small-caps bold condensed 16px/2 cursive\",getComputedStyle(w).fontStretch&&(_=!0),document.body.removeChild(w)}var T=function(t){!function(t){return\"function\"==typeof t&&t._gl&&t.prop&&t.texture&&t.buffer}(t)?this.gl=o(t):(t={regl:t},this.gl=t.regl._gl),this.shader=b.get(this.gl),this.shader?this.regl=this.shader.regl:this.regl=t.regl||a({gl:this.gl}),this.charBuffer=this.regl.buffer({type:\"uint8\",usage:\"stream\"}),this.sizeBuffer=this.regl.buffer({type:\"float\",usage:\"stream\"}),this.shader||(this.shader=this.createShader(),b.set(this.gl,this.shader)),this.batch=[],this.fontSize=[],this.font=[],this.fontAtlas=[],this.draw=this.shader.draw.bind(this),this.render=function(){this.regl._refresh(),this.draw(this.batch)},this.canvas=this.gl.canvas,this.update(h(t)?t:{})};T.prototype.createShader=function(){var t=this.regl,e=t({blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst 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float fontSize, charStep, em, align, baseline;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform vec4 color;\\n\\t\\t\\tuniform vec2 atlasSize, atlasDim, scale, translate, positionOffset;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 offset = floor(em * (vec2(align + charOffset, baseline)\\n\\t\\t\\t\\t\\t+ vec2(positionOffset.x, -positionOffset.y)))\\n\\t\\t\\t\\t\\t/ (viewport.zw * scale.xy);\\n\\n\\t\\t\\t\\tvec2 position = (position + translate) * scale;\\n\\t\\t\\t\\tposition += offset * scale;\\n\\n\\t\\t\\t\\tcharCoord = position * viewport.zw + viewport.xy;\\n\\n\\t\\t\\t\\tgl_Position = vec4(position * 2. - 1., 0, 1);\\n\\n\\t\\t\\t\\tgl_PointSize = charStep;\\n\\n\\t\\t\\t\\tcharId.x = mod(char, atlasDim.x);\\n\\t\\t\\t\\tcharId.y = floor(char / atlasDim.x);\\n\\n\\t\\t\\t\\tcharWidth = width * em;\\n\\n\\t\\t\\t\\tfontColor = color / 255.;\\n\\t\\t\\t}\",frag:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tuniform float fontSize, charStep, opacity;\\n\\t\\t\\tuniform vec2 atlasSize;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform sampler2D atlas;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\n\\t\\t\\tfloat lightness(vec4 color) {\\n\\t\\t\\t\\treturn color.r * 0.299 + color.g * 0.587 + color.b * 0.114;\\n\\t\\t\\t}\\n\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 uv = gl_FragCoord.xy - charCoord + charStep * .5;\\n\\t\\t\\t\\tfloat halfCharStep = floor(charStep * .5 + .5);\\n\\n\\t\\t\\t\\t// invert y and shift by 1px (FF expecially needs that)\\n\\t\\t\\t\\tuv.y = charStep - uv.y;\\n\\n\\t\\t\\t\\t// ignore points outside of character bounding box\\n\\t\\t\\t\\tfloat halfCharWidth = ceil(charWidth * .5);\\n\\t\\t\\t\\tif (floor(uv.x) > halfCharStep + halfCharWidth ||\\n\\t\\t\\t\\t\\tfloor(uv.x) < halfCharStep - halfCharWidth) return;\\n\\n\\t\\t\\t\\tuv += charId * charStep;\\n\\t\\t\\t\\tuv = uv / atlasSize;\\n\\n\\t\\t\\t\\tvec4 color = fontColor;\\n\\t\\t\\t\\tvec4 mask = texture2D(atlas, uv);\\n\\n\\t\\t\\t\\tfloat maskY = lightness(mask);\\n\\t\\t\\t\\t// float colorY = lightness(color);\\n\\t\\t\\t\\tcolor.a *= maskY;\\n\\t\\t\\t\\tcolor.a *= opacity;\\n\\n\\t\\t\\t\\t// color.a += .1;\\n\\n\\t\\t\\t\\t// antialiasing, see yiq color space y-channel formula\\n\\t\\t\\t\\t// color.rgb += (1. - color.rgb) * (1. - mask.rgb);\\n\\n\\t\\t\\t\\tgl_FragColor = color;\\n\\t\\t\\t}\"});return{regl:t,draw:e,atlas:{}}},T.prototype.update=function(t){var e=this;if(\"string\"==typeof t)t={text:t};else if(!t)return;null!=(t=i(t,{position:\"position positions coord coords coordinates\",font:\"font fontFace fontface typeface cssFont css-font family fontFamily\",fontSize:\"fontSize fontsize size font-size\",text:\"text texts chars characters value values symbols\",align:\"align alignment textAlign textbaseline\",baseline:\"baseline textBaseline textbaseline\",direction:\"dir direction textDirection\",color:\"color colour fill fill-color fillColor textColor textcolor\",kerning:\"kerning kern\",range:\"range dataBox\",viewport:\"vp viewport viewBox viewbox viewPort\",opacity:\"opacity alpha transparency visible visibility opaque\",offset:\"offset positionOffset padding shift indent indentation\"},!0)).opacity&&(Array.isArray(t.opacity)?this.opacity=t.opacity.map((function(t){return parseFloat(t)})):this.opacity=parseFloat(t.opacity)),null!=t.viewport&&(this.viewport=f(t.viewport),this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null==this.viewport&&(this.viewport={x:0,y:0,width:this.gl.drawingBufferWidth,height:this.gl.drawingBufferHeight},this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null!=t.kerning&&(this.kerning=t.kerning),null!=t.offset&&(\"number\"==typeof t.offset&&(t.offset=[t.offset,0]),this.positionOffset=m(t.offset)),t.direction&&(this.direction=t.direction),t.range&&(this.range=t.range,this.scale=[1/(t.range[2]-t.range[0]),1/(t.range[3]-t.range[1])],this.translate=[-t.range[0],-t.range[1]]),t.scale&&(this.scale=t.scale),t.translate&&(this.translate=t.translate),this.scale||(this.scale=[1/this.viewport.width,1/this.viewport.height]),this.translate||(this.translate=[0,0]),this.font.length||t.font||(t.font=T.baseFontSize+\"px sans-serif\");var r,a=!1,o=!1;if(t.font&&(Array.isArray(t.font)?t.font:[t.font]).forEach((function(t,r){if(\"string\"==typeof t)try{t=n.parse(t)}catch(e){t=n.parse(T.baseFontSize+\"px \"+t)}else t=n.parse(n.stringify(t));var i=n.stringify({size:T.baseFontSize,family:t.family,stretch:_?t.stretch:void 0,variant:t.variant,weight:t.weight,style:t.style}),s=p(t.size),l=Math.round(s[0]*d(s[1]));if(l!==e.fontSize[r]&&(o=!0,e.fontSize[r]=l),!(e.font[r]&&i==e.font[r].baseString||(a=!0,e.font[r]=T.fonts[i],e.font[r]))){var u=t.family.join(\", \"),c=[t.style];t.style!=t.variant&&c.push(t.variant),t.variant!=t.weight&&c.push(t.weight),_&&t.weight!=t.stretch&&c.push(t.stretch),e.font[r]={baseString:i,family:u,weight:t.weight,stretch:t.stretch,style:t.style,variant:t.variant,width:{},kerning:{},metrics:y(u,{origin:\"top\",fontSize:T.baseFontSize,fontStyle:c.join(\" \")})},T.fonts[i]=e.font[r]}})),(a||o)&&this.font.forEach((function(r,i){var a=n.stringify({size:e.fontSize[i],family:r.family,stretch:_?r.stretch:void 0,variant:r.variant,weight:r.weight,style:r.style});if(e.fontAtlas[i]=e.shader.atlas[a],!e.fontAtlas[i]){var o=r.metrics;e.shader.atlas[a]=e.fontAtlas[i]={fontString:a,step:2*Math.ceil(e.fontSize[i]*o.bottom*.5),em:e.fontSize[i],cols:0,rows:0,height:0,width:0,chars:[],ids:{},texture:e.regl.texture()}}null==t.text&&(t.text=e.text)})),\"string\"==typeof t.text&&t.position&&t.position.length>2){for(var 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Math.atan2(this.y-t.y,this.x-t.x)},angleWith:function(t){return this.angleWithSep(t.x,t.y)},angleWithSep:function(t,e){return Math.atan2(this.x*e-this.y*t,this.x*t+this.y*e)},_matMult:function(t){var e=t[0]*this.x+t[1]*this.y,r=t[2]*this.x+t[3]*this.y;return this.x=e,this.y=r,this},_add:function(t){return this.x+=t.x,this.y+=t.y,this},_sub:function(t){return this.x-=t.x,this.y-=t.y,this},_mult:function(t){return this.x*=t,this.y*=t,this},_div:function(t){return this.x/=t,this.y/=t,this},_multByPoint:function(t){return this.x*=t.x,this.y*=t.y,this},_divByPoint:function(t){return this.x/=t.x,this.y/=t.y,this},_unit:function(){return this._div(this.mag()),this},_perp:function(){var t=this.y;return this.y=this.x,this.x=-t,this},_rotate:function(t){var e=Math.cos(t),r=Math.sin(t),n=e*this.x-r*this.y,i=r*this.x+e*this.y;return this.x=n,this.y=i,this},_rotateAround:function(t,e){var r=Math.cos(t),n=Math.sin(t),i=e.x+r*(this.x-e.x)-n*(this.y-e.y),a=e.y+n*(this.x-e.x)+r*(this.y-e.y);return 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r.width=t.width,r.height=t.height,n.drawImage(t,0,0,t.width,t.height),n.getImageData(-e,-e,t.width+2*e,t.height+2*e)},resolveURL:function(t){return C||(C=self.document.createElement(\"a\")),C.href=t,C.href},hardwareConcurrency:self.navigator.hardwareConcurrency||4,get devicePixelRatio(){return self.devicePixelRatio},get prefersReducedMotion(){return!!self.matchMedia&&(null==P&&(P=self.matchMedia(\"(prefers-reduced-motion: reduce)\")),P.matches)}},B={API_URL:\"https://api.mapbox.com\",get EVENTS_URL(){return this.API_URL?0===this.API_URL.indexOf(\"https://api.mapbox.cn\")?\"https://events.mapbox.cn/events/v2\":0===this.API_URL.indexOf(\"https://api.mapbox.com\")?\"https://events.mapbox.com/events/v2\":null:null},FEEDBACK_URL:\"https://apps.mapbox.com/feedback\",REQUIRE_ACCESS_TOKEN:!0,ACCESS_TOKEN:null,MAX_PARALLEL_IMAGE_REQUESTS:16},N={supported:!1,testSupport:function(t){!j&&I&&(U?V(t):O=t)}},j=!1,U=!1;function V(t){var 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Date.now()>this._skuTokenExpiresAt},q.prototype.transformRequest=function(t,e){return this._transformRequestFn&&this._transformRequestFn(t,e)||{url:t}},q.prototype.normalizeStyleURL=function(t,e){if(!G(t))return t;var r=X(t);return r.path=\"/styles/v1\"+r.path,this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeGlyphsURL=function(t,e){if(!G(t))return t;var r=X(t);return r.path=\"/fonts/v1\"+r.path,this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeSourceURL=function(t,e){if(!G(t))return t;var r=X(t);return r.path=\"/v4/\"+r.authority+\".json\",r.params.push(\"secure\"),this._makeAPIURL(r,this._customAccessToken||e)},q.prototype.normalizeSpriteURL=function(t,e,r,n){var i=X(t);return G(t)?(i.path=\"/styles/v1\"+i.path+\"/sprite\"+e+r,this._makeAPIURL(i,this._customAccessToken||n)):(i.path+=\"\"+e+r,J(i))},q.prototype.normalizeTileURL=function(t,e){if(this._isSkuTokenExpired()&&this._createSkuToken(),t&&!G(t))return t;var r=X(t),n=F.devicePixelRatio>=2||512===e?\"@2x\":\"\",i=N.supported?\".webp\":\"$1\";r.path=r.path.replace(/(\\.(png|jpg)\\d*)(?=$)/,\"\"+n+i),r.path=r.path.replace(/^.+\\/v4\\//,\"/\"),r.path=\"/v4\"+r.path;var a=this._customAccessToken||function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e].match(/^access_token=(.*)$/);if(n)return n[1]}return null}(r.params)||B.ACCESS_TOKEN;return B.REQUIRE_ACCESS_TOKEN&&a&&this._skuToken&&r.params.push(\"sku=\"+this._skuToken),this._makeAPIURL(r,a)},q.prototype.canonicalizeTileURL=function(t,e){var r=X(t);if(!r.path.match(/(^\\/v4\\/)/)||!r.path.match(/\\.[\\w]+$/))return t;var n=\"mapbox://tiles/\";n+=r.path.replace(\"/v4/\",\"\");var i=r.params;return e&&(i=i.filter((function(t){return!t.match(/^access_token=/)}))),i.length&&(n+=\"?\"+i.join(\"&\")),n},q.prototype.canonicalizeTileset=function(t,e){for(var r=!!e&&G(e),n=[],i=0,a=t.tiles||[];i<a.length;i+=1){var o=a[i];Y(o)?n.push(this.canonicalizeTileURL(o,r)):n.push(o)}return n},q.prototype._makeAPIURL=function(t,e){var r=\"See https://www.mapbox.com/api-documentation/#access-tokens-and-token-scopes\",n=X(B.API_URL);if(t.protocol=n.protocol,t.authority=n.authority,\"/\"!==n.path&&(t.path=\"\"+n.path+t.path),!B.REQUIRE_ACCESS_TOKEN)return J(t);if(!(e=e||B.ACCESS_TOKEN))throw new Error(\"An API access token is required to use Mapbox GL. \"+r);if(\"s\"===e[0])throw new Error(\"Use a public access token (pk.*) with Mapbox GL, not a secret access token (sk.*). \"+r);return t.params=t.params.filter((function(t){return-1===t.indexOf(\"access_token\")})),t.params.push(\"access_token=\"+e),J(t)};var Z=/^((https?:)?\\/\\/)?([^\\/]+\\.)?mapbox\\.c(n|om)(\\/|\\?|$)/i;function Y(t){return Z.test(t)}var W=/^(\\w+):\\/\\/([^/?]*)(\\/[^?]+)?\\??(.+)?/;function X(t){var e=t.match(W);if(!e)throw new Error(\"Unable to parse URL object\");return{protocol:e[1],authority:e[2],path:e[3]||\"/\",params:e[4]?e[4].split(\"&\"):[]}}function J(t){var e=t.params.length?\"?\"+t.params.join(\"&\"):\"\";return t.protocol+\"://\"+t.authority+t.path+e}var K=\"mapbox.eventData\";function $(t){if(!t)return null;var e,r=t.split(\".\");if(!r||3!==r.length)return null;try{return JSON.parse((e=r[1],decodeURIComponent(self.atob(e).split(\"\").map((function(t){return\"%\"+(\"00\"+t.charCodeAt(0).toString(16)).slice(-2)})).join(\"\"))))}catch(t){return null}}var Q=function(t){this.type=t,this.anonId=null,this.eventData={},this.queue=[],this.pendingRequest=null};Q.prototype.getStorageKey=function(t){var e,r,n=$(B.ACCESS_TOKEN);return e=n&&n.u?(r=n.u,self.btoa(encodeURIComponent(r).replace(/%([0-9A-F]{2})/g,(function(t,e){return String.fromCharCode(Number(\"0x\"+e))})))):B.ACCESS_TOKEN||\"\",t?K+\".\"+t+\":\"+e:K+\":\"+e},Q.prototype.fetchEventData=function(){var t=L(\"localStorage\"),e=this.getStorageKey(),r=this.getStorageKey(\"uuid\");if(t)try{var n=self.localStorage.getItem(e);n&&(this.eventData=JSON.parse(n));var 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r=this.queue.shift(),n=r.id,i=r.timestamp;n&&this.success[n]||(this.anonId||this.fetchEventData(),v(this.anonId)||(this.anonId=d()),this.postEvent(i,{skuToken:this.skuToken},(function(t){t||n&&(e.success[n]=!0)}),t))}},e}(Q),nt=function(t){function e(e){t.call(this,\"appUserTurnstile\"),this._customAccessToken=e}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.postTurnstileEvent=function(t,e){B.EVENTS_URL&&B.ACCESS_TOKEN&&Array.isArray(t)&&t.some((function(t){return G(t)||Y(t)}))&&this.queueRequest(Date.now(),e)},e.prototype.processRequests=function(t){var e=this;if(!this.pendingRequest&&0!==this.queue.length){this.anonId&&this.eventData.lastSuccess&&this.eventData.tokenU||this.fetchEventData();var r=$(B.ACCESS_TOKEN),n=r?r.u:B.ACCESS_TOKEN,i=n!==this.eventData.tokenU;v(this.anonId)||(this.anonId=d(),i=!0);var a=this.queue.shift();if(this.eventData.lastSuccess){var o=new Date(this.eventData.lastSuccess),s=new 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n(t){return(t=Math.round(t))<0?0:t>255?255:t}function i(t){return t<0?0:t>1?1:t}function a(t){return\"%\"===t[t.length-1]?n(parseFloat(t)/100*255):n(parseInt(t))}function o(t){return\"%\"===t[t.length-1]?i(parseFloat(t)/100):i(parseFloat(t))}function s(t,e,r){return r<0?r+=1:r>1&&(r-=1),6*r<1?t+(e-t)*r*6:2*r<1?e:3*r<2?t+(e-t)*(2/3-r)*6:t}try{e.parseCSSColor=function(t){var e,i=t.replace(/ /g,\"\").toLowerCase();if(i in r)return r[i].slice();if(\"#\"===i[0])return 4===i.length?(e=parseInt(i.substr(1),16))>=0&&e<=4095?[(3840&e)>>4|(3840&e)>>8,240&e|(240&e)>>4,15&e|(15&e)<<4,1]:null:7===i.length&&(e=parseInt(i.substr(1),16))>=0&&e<=16777215?[(16711680&e)>>16,(65280&e)>>8,255&e,1]:null;var l=i.indexOf(\"(\"),u=i.indexOf(\")\");if(-1!==l&&u+1===i.length){var c=i.substr(0,l),f=i.substr(l+1,u-(l+1)).split(\",\"),h=1;switch(c){case\"rgba\":if(4!==f.length)return null;h=o(f.pop());case\"rgb\":return 3!==f.length?null:[a(f[0]),a(f[1]),a(f[2]),h];case\"hsla\":if(4!==f.length)return 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se=function(t,e,r){this.sensitivity=t?e?\"variant\":\"case\":e?\"accent\":\"base\",this.locale=r,this.collator=new Intl.Collator(this.locale?this.locale:[],{sensitivity:this.sensitivity,usage:\"search\"})};se.prototype.compare=function(t,e){return this.collator.compare(t,e)},se.prototype.resolvedLocale=function(){return new Intl.Collator(this.locale?this.locale:[]).resolvedOptions().locale};var le=function(t,e,r,n,i){this.text=t,this.image=e,this.scale=r,this.fontStack=n,this.textColor=i},ue=function(t){this.sections=t};ue.fromString=function(t){return new ue([new le(t,null,null,null,null)])},ue.prototype.isEmpty=function(){return 0===this.sections.length||!this.sections.some((function(t){return 0!==t.text.length||t.image&&0!==t.image.name.length}))},ue.factory=function(t){return t instanceof ue?t:ue.fromString(t)},ue.prototype.toString=function(){return 0===this.sections.length?\"\":this.sections.map((function(t){return t.text})).join(\"\")},ue.prototype.serialize=function(){for(var t=[\"format\"],e=0,r=this.sections;e<r.length;e+=1){var n=r[e];if(n.image)t.push([\"image\",n.image.name]);else{t.push(n.text);var i={};n.fontStack&&(i[\"text-font\"]=[\"literal\",n.fontStack.split(\",\")]),n.scale&&(i[\"font-scale\"]=n.scale),n.textColor&&(i[\"text-color\"]=[\"rgba\"].concat(n.textColor.toArray())),t.push(i)}}return t};var ce=function(t){this.name=t.name,this.available=t.available};function fe(t,e,r,n){return\"number\"==typeof t&&t>=0&&t<=255&&\"number\"==typeof e&&e>=0&&e<=255&&\"number\"==typeof r&&r>=0&&r<=255?void 0===n||\"number\"==typeof n&&n>=0&&n<=1?null:\"Invalid rgba value [\"+[t,e,r,n].join(\", \")+\"]: 'a' must be between 0 and 1.\":\"Invalid rgba value [\"+(\"number\"==typeof n?[t,e,r,n]:[t,e,r]).join(\", \")+\"]: 'r', 'g', and 'b' must be between 0 and 255.\"}function he(t){if(null===t)return!0;if(\"string\"==typeof t)return!0;if(\"boolean\"==typeof t)return!0;if(\"number\"==typeof t)return!0;if(t instanceof oe)return!0;if(t instanceof se)return!0;if(t 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ve=function(t,e){this.type=t,this.value=e};ve.parse=function(t,e){if(2!==t.length)return e.error(\"'literal' expression requires exactly one argument, but found \"+(t.length-1)+\" instead.\");if(!he(t[1]))return e.error(\"invalid value\");var r=t[1],n=pe(r),i=e.expectedType;return\"array\"!==n.kind||0!==n.N||!i||\"array\"!==i.kind||\"number\"==typeof i.N&&0!==i.N||(n=i),new ve(n,r)},ve.prototype.evaluate=function(){return this.value},ve.prototype.eachChild=function(){},ve.prototype.outputDefined=function(){return!0},ve.prototype.serialize=function(){return\"array\"===this.type.kind||\"object\"===this.type.kind?[\"literal\",this.value]:this.value instanceof oe?[\"rgba\"].concat(this.value.toArray()):this.value instanceof ue?this.value.serialize():this.value};var ge=function(t){this.name=\"ExpressionEvaluationError\",this.message=t};ge.prototype.toJSON=function(){return this.message};var ye={string:qt,number:Ht,boolean:Gt,object:Yt},me=function(t,e){this.type=t,this.args=e};me.parse=function(t,e){if(t.length<2)return e.error(\"Expected at least one argument.\");var r,n=1,i=t[0];if(\"array\"===i){var a,o;if(t.length>2){var s=t[1];if(\"string\"!=typeof s||!(s in ye)||\"object\"===s)return e.error('The item type argument of \"array\" must be one of string, number, boolean',1);a=ye[s],n++}else a=Wt;if(t.length>3){if(null!==t[2]&&(\"number\"!=typeof t[2]||t[2]<0||t[2]!==Math.floor(t[2])))return e.error('The length argument to \"array\" must be a positive integer literal',2);o=t[2],n++}r=$t(a,o)}else r=ye[i];for(var l=[];n<t.length;n++){var u=e.parse(t[n],n,Wt);if(!u)return null;l.push(u)}return new me(r,l)},me.prototype.evaluate=function(t){for(var e=0;e<this.args.length;e++){var r=this.args[e].evaluate(t);if(!ee(this.type,pe(r)))return r;if(e===this.args.length-1)throw new ge(\"Expected value to be of type \"+Qt(this.type)+\", but found \"+Qt(pe(r))+\" instead.\")}return null},me.prototype.eachChild=function(t){this.args.forEach(t)},me.prototype.outputDefined=function(){return this.args.every((function(t){return t.outputDefined()}))},me.prototype.serialize=function(){var t=this.type,e=[t.kind];if(\"array\"===t.kind){var r=t.itemType;if(\"string\"===r.kind||\"number\"===r.kind||\"boolean\"===r.kind){e.push(r.kind);var n=t.N;(\"number\"==typeof n||this.args.length>1)&&e.push(n)}}return e.concat(this.args.map((function(t){return t.serialize()})))};var xe=function(t){this.type=Jt,this.sections=t};xe.parse=function(t,e){if(t.length<2)return e.error(\"Expected at least one argument.\");var r=t[1];if(!Array.isArray(r)&&\"object\"==typeof r)return e.error(\"First argument must be an image or text section.\");for(var n=[],i=!1,a=1;a<=t.length-1;++a){var o=t[a];if(i&&\"object\"==typeof o&&!Array.isArray(o)){i=!1;var s=null;if(o[\"font-scale\"]&&!(s=e.parse(o[\"font-scale\"],1,Ht)))return null;var l=null;if(o[\"text-font\"]&&!(l=e.parse(o[\"text-font\"],1,$t(qt))))return null;var u=null;if(o[\"text-color\"]&&!(u=e.parse(o[\"text-color\"],1,Zt)))return null;var c=n[n.length-1];c.scale=s,c.font=l,c.textColor=u}else{var f=e.parse(t[a],1,Wt);if(!f)return null;var h=f.type.kind;if(\"string\"!==h&&\"value\"!==h&&\"null\"!==h&&\"resolvedImage\"!==h)return e.error(\"Formatted text type must be 'string', 'value', 'image' or 'null'.\");i=!0,n.push({content:f,scale:null,font:null,textColor:null})}}return new xe(n)},xe.prototype.evaluate=function(t){return new ue(this.sections.map((function(e){var r=e.content.evaluate(t);return pe(r)===Kt?new le(\"\",r,null,null,null):new le(de(r),null,e.scale?e.scale.evaluate(t):null,e.font?e.font.evaluate(t).join(\",\"):null,e.textColor?e.textColor.evaluate(t):null)})))},xe.prototype.eachChild=function(t){for(var e=0,r=this.sections;e<r.length;e+=1){var n=r[e];t(n.content),n.scale&&t(n.scale),n.font&&t(n.font),n.textColor&&t(n.textColor)}},xe.prototype.outputDefined=function(){return!1},xe.prototype.serialize=function(){for(var t=[\"format\"],e=0,r=this.sections;e<r.length;e+=1){var n=r[e];t.push(n.content.serialize());var i={};n.scale&&(i[\"font-scale\"]=n.scale.serialize()),n.font&&(i[\"text-font\"]=n.font.serialize()),n.textColor&&(i[\"text-color\"]=n.textColor.serialize()),t.push(i)}return t};var be=function(t){this.type=Kt,this.input=t};be.parse=function(t,e){if(2!==t.length)return e.error(\"Expected two arguments.\");var r=e.parse(t[1],1,qt);return r?new be(r):e.error(\"No image name provided.\")},be.prototype.evaluate=function(t){var e=this.input.evaluate(t),r=ce.fromString(e);return r&&t.availableImages&&(r.available=t.availableImages.indexOf(e)>-1),r},be.prototype.eachChild=function(t){t(this.input)},be.prototype.outputDefined=function(){return!1},be.prototype.serialize=function(){return[\"image\",this.input.serialize()]};var 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a=Je(e,n),o=e[a],s=e[a+1],l=xr.interpolationFactor(this.interpolation,n,o,s),u=r[a].evaluate(t),c=r[a+1].evaluate(t);return\"interpolate\"===this.operator?Qe[this.type.kind.toLowerCase()](u,c,l):\"interpolate-hcl\"===this.operator?yr.reverse(yr.interpolate(yr.forward(u),yr.forward(c),l)):gr.reverse(gr.interpolate(gr.forward(u),gr.forward(c),l))},xr.prototype.eachChild=function(t){t(this.input);for(var e=0,r=this.outputs;e<r.length;e+=1)t(r[e])},xr.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))},xr.prototype.serialize=function(){var t;t=\"linear\"===this.interpolation.name?[\"linear\"]:\"exponential\"===this.interpolation.name?1===this.interpolation.base?[\"linear\"]:[\"exponential\",this.interpolation.base]:[\"cubic-bezier\"].concat(this.interpolation.controlPoints);for(var e=[this.operator,t,this.input.serialize()],r=0;r<this.labels.length;r++)e.push(this.labels[r],this.outputs[r].serialize());return e};var _r=function(t,e){this.type=t,this.args=e};_r.parse=function(t,e){if(t.length<2)return e.error(\"Expectected at least one argument.\");var r=null,n=e.expectedType;n&&\"value\"!==n.kind&&(r=n);for(var i=[],a=0,o=t.slice(1);a<o.length;a+=1){var s=o[a],l=e.parse(s,1+i.length,r,void 0,{typeAnnotation:\"omit\"});if(!l)return null;r=r||l.type,i.push(l)}var u=n&&i.some((function(t){return ee(n,t.type)}));return new _r(u?Wt:r,i)},_r.prototype.evaluate=function(t){for(var e,r=null,n=0,i=0,a=this.args;i<a.length&&(n++,(r=a[i].evaluate(t))&&r instanceof ce&&!r.available&&(e||(e=r.name),r=null,n===this.args.length&&(r=e)),null===r);i+=1);return r},_r.prototype.eachChild=function(t){this.args.forEach(t)},_r.prototype.outputDefined=function(){return this.args.every((function(t){return t.outputDefined()}))},_r.prototype.serialize=function(){var t=[\"coalesce\"];return this.eachChild((function(e){t.push(e.serialize())})),t};var wr=function(t,e){this.type=e.type,this.bindings=[].concat(t),this.result=e};wr.prototype.evaluate=function(t){return this.result.evaluate(t)},wr.prototype.eachChild=function(t){for(var e=0,r=this.bindings;e<r.length;e+=1)t(r[e][1]);t(this.result)},wr.parse=function(t,e){if(t.length<4)return e.error(\"Expected at least 3 arguments, but found \"+(t.length-1)+\" instead.\");for(var r=[],n=1;n<t.length-1;n+=2){var i=t[n];if(\"string\"!=typeof i)return e.error(\"Expected string, but found \"+typeof i+\" instead.\",n);if(/[^a-zA-Z0-9_]/.test(i))return e.error(\"Variable names must contain only alphanumeric characters or '_'.\",n);var a=e.parse(t[n+1],n+1);if(!a)return null;r.push([i,a])}var o=e.parse(t[t.length-1],t.length-1,e.expectedType,r);return o?new wr(r,o):null},wr.prototype.outputDefined=function(){return this.result.outputDefined()},wr.prototype.serialize=function(){for(var t=[\"let\"],e=0,r=this.bindings;e<r.length;e+=1){var n=r[e],i=n[0],a=n[1];t.push(i,a.serialize())}return 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kr=function(t,e){this.type=Gt,this.needle=t,this.haystack=e};kr.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Wt),n=e.parse(t[2],2,Wt);return r&&n?re(r.type,[Gt,qt,Ht,Vt,Wt])?new kr(r,n):e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Qt(r.type)+\" instead\"):null},kr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!r)return!1;if(!ne(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new ge(\"Expected first argument to be of type boolean, string, number or null, but found \"+Qt(pe(e))+\" instead.\");if(!ne(r,[\"string\",\"array\"]))throw new ge(\"Expected second argument to be of type array or string, but found \"+Qt(pe(r))+\" instead.\");return r.indexOf(e)>=0},kr.prototype.eachChild=function(t){t(this.needle),t(this.haystack)},kr.prototype.outputDefined=function(){return!0},kr.prototype.serialize=function(){return[\"in\",this.needle.serialize(),this.haystack.serialize()]};var Ar=function(t,e,r){this.type=Ht,this.needle=t,this.haystack=e,this.fromIndex=r};Ar.parse=function(t,e){if(t.length<=2||t.length>=5)return e.error(\"Expected 3 or 4 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Wt),n=e.parse(t[2],2,Wt);if(!r||!n)return null;if(!re(r.type,[Gt,qt,Ht,Vt,Wt]))return e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Qt(r.type)+\" instead\");if(4===t.length){var i=e.parse(t[3],3,Ht);return i?new Ar(r,n,i):null}return new Ar(r,n)},Ar.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!ne(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new ge(\"Expected first argument to be of type boolean, string, number or 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Er(r.type,r,n)},Er.prototype.evaluate=function(t){var e=this.input.evaluate(t),r=this.beginIndex.evaluate(t);if(!ne(e,[\"string\",\"array\"]))throw new ge(\"Expected first argument to be of type array or string, but found \"+Qt(pe(e))+\" instead.\");if(this.endIndex){var n=this.endIndex.evaluate(t);return e.slice(r,n)}return e.slice(r)},Er.prototype.eachChild=function(t){t(this.input),t(this.beginIndex),this.endIndex&&t(this.endIndex)},Er.prototype.outputDefined=function(){return!1},Er.prototype.serialize=function(){if(null!=this.endIndex&&void 0!==this.endIndex){var t=this.endIndex.serialize();return[\"slice\",this.input.serialize(),this.beginIndex.serialize(),t]}return[\"slice\",this.input.serialize(),this.beginIndex.serialize()]};var Or=Pr(\"==\",(function(t,e,r){return e===r}),Cr),Ir=Pr(\"!=\",(function(t,e,r){return e!==r}),(function(t,e,r,n){return!Cr(0,e,r,n)})),Dr=Pr(\"<\",(function(t,e,r){return e<r}),(function(t,e,r,n){return 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e=[],a=t.value,s=t.key;if(\"array\"!==Jr(a))return[new zt(s,a,\"array expected, \"+Jr(a)+\" found\")];if(2!==a.length)return[new zt(s,a,\"array length 2 expected, length \"+a.length+\" found\")];if(u){if(\"object\"!==Jr(a[0]))return[new zt(s,a,\"object expected, \"+Jr(a[0])+\" found\")];if(void 0===a[0].zoom)return[new zt(s,a,\"object stop key must have zoom\")];if(void 0===a[0].value)return[new zt(s,a,\"object stop key must have value\")];if(n&&n>Bt(a[0].zoom))return[new zt(s,a[0].zoom,\"stop zoom values must appear in ascending order\")];Bt(a[0].zoom)!==n&&(n=Bt(a[0].zoom),r=void 0,o={}),e=e.concat(dn({key:s+\"[0]\",value:a[0],valueSpec:{zoom:{}},style:t.style,styleSpec:t.styleSpec,objectElementValidators:{zoom:gn,value:h}}))}else e=e.concat(h({key:s+\"[0]\",value:a[0],valueSpec:{},style:t.style,styleSpec:t.styleSpec},a));return sn(Nt(a[1]))?e.concat([new zt(s+\"[1]\",a[1],\"expressions are not allowed in function 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t.length<=1?\"any\"!==r:\"==\"===r?Mn(t[1],t[2],\"==\"):\"!=\"===r?Ln(Mn(t[1],t[2],\"==\")):\"<\"===r||\">\"===r||\"<=\"===r||\">=\"===r?Mn(t[1],t[2],r):\"any\"===r?(e=t.slice(1),[\"any\"].concat(e.map(An))):\"all\"===r?[\"all\"].concat(t.slice(1).map(An)):\"none\"===r?[\"all\"].concat(t.slice(1).map(An).map(Ln)):\"in\"===r?Sn(t[1],t.slice(2)):\"!in\"===r?Ln(Sn(t[1],t.slice(2))):\"has\"===r?En(t[1]):\"!has\"===r?Ln(En(t[1])):\"within\"!==r||t}function Mn(t,e,r){switch(t){case\"$type\":return[\"filter-type-\"+r,e];case\"$id\":return[\"filter-id-\"+r,e];default:return[\"filter-\"+r,t,e]}}function Sn(t,e){if(0===e.length)return!1;switch(t){case\"$type\":return[\"filter-type-in\",[\"literal\",e]];case\"$id\":return[\"filter-id-in\",[\"literal\",e]];default:return e.length>200&&!e.some((function(t){return typeof t!=typeof e[0]}))?[\"filter-in-large\",t,[\"literal\",e.sort(Tn)]]:[\"filter-in-small\",t,[\"literal\",e]]}}function 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r=t.key,n=t.style,i=t.styleSpec,a=t.value,o=t.objectKey,s=i[e+\"_\"+t.layerType];if(!s)return[];var l=o.match(/^(.*)-transition$/);if(\"paint\"===e&&l&&s[l[1]]&&s[l[1]].transition)return Un({key:r,value:a,valueSpec:i.transition,style:n,styleSpec:i});var u,c=t.valueSpec||s[o];if(!c)return[new zt(r,a,'unknown property \"'+o+'\"')];if(\"string\"===Jr(a)&&Yr(c)&&!c.tokens&&(u=/^{([^}]+)}$/.exec(a)))return[new zt(r,a,'\"'+o+'\" does not support interpolation syntax\\nUse an identity property function instead: `{ \"type\": \"identity\", \"property\": '+JSON.stringify(u[1])+\" }`.\")];var f=[];return\"symbol\"===t.layerType&&(\"text-field\"===o&&n&&!n.glyphs&&f.push(new zt(r,a,'use of \"text-field\" requires a style \"glyphs\" property')),\"text-font\"===o&&Kr(Nt(a))&&\"identity\"===Bt(a.type)&&f.push(new zt(r,a,'\"text-font\" does not support identity 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h=i.sources&&i.sources[r.source],p=h&&Bt(h.type);h?\"vector\"===p&&\"raster\"===s?e.push(new zt(n,r.source,'layer \"'+r.id+'\" requires a raster source')):\"raster\"===p&&\"raster\"!==s?e.push(new zt(n,r.source,'layer \"'+r.id+'\" requires a vector source')):\"vector\"!==p||r[\"source-layer\"]?\"raster-dem\"===p&&\"hillshade\"!==s?e.push(new zt(n,r.source,\"raster-dem source can only be used with layer type 'hillshade'.\")):\"line\"!==s||!r.paint||!r.paint[\"line-gradient\"]||\"geojson\"===p&&h.lineMetrics||e.push(new zt(n,r,'layer \"'+r.id+'\" specifies a line-gradient, which requires a GeoJSON source with `lineMetrics` enabled.')):e.push(new zt(n,r,'layer \"'+r.id+'\" must specify a \"source-layer\"')):e.push(new zt(n,r.source,'source \"'+r.source+'\" not found'))}else e.push(new zt(n,r,'missing required property \"source\"'));return e=e.concat(dn({key:n,value:r,valueSpec:a.layer,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(){return[]},type:function(){return Un({key:n+\".type\",value:r.type,valueSpec:a.layer.type,style:t.style,styleSpec:t.styleSpec,object:r,objectKey:\"type\"})},filter:Cn,layout:function(t){return dn({layer:r,key:t.key,value:t.value,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(t){return Dn(Ft({layerType:s},t))}}})},paint:function(t){return dn({layer:r,key:t.key,value:t.value,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(t){return In(Ft({layerType:s},t))}}})}}})),e}function Rn(t){var e=t.value,r=t.key,n=Jr(e);return\"string\"!==n?[new zt(r,e,\"string expected, \"+n+\" found\")]:[]}var Fn={promoteId:function(t){var e=t.key,r=t.value;if(\"string\"===Jr(r))return Rn({key:e,value:r});var n=[];for(var i in r)n.push.apply(n,Rn({key:e+\".\"+i,value:r[i]}));return n}};function Bn(t){var e=t.value,r=t.key,n=t.styleSpec,i=t.style;if(!e.type)return[new zt(r,e,'\"type\" is required')];var a,o=Bt(e.type);switch(o){case\"vector\":case\"raster\":case\"raster-dem\":return dn({key:r,value:e,valueSpec:n[\"source_\"+o.replace(\"-\",\"_\")],style:t.style,styleSpec:n,objectElementValidators:Fn});case\"geojson\":if(a=dn({key:r,value:e,valueSpec:n.source_geojson,style:i,styleSpec:n,objectElementValidators:Fn}),e.cluster)for(var s in e.clusterProperties){var l=e.clusterProperties[s],u=l[0],c=l[1],f=\"string\"==typeof u?[u,[\"accumulated\"],[\"get\",s]]:u;a.push.apply(a,mn({key:r+\".\"+s+\".map\",value:c,expressionContext:\"cluster-map\"})),a.push.apply(a,mn({key:r+\".\"+s+\".reduce\",value:f,expressionContext:\"cluster-reduce\"}))}return a;case\"video\":return dn({key:r,value:e,valueSpec:n.source_video,style:i,styleSpec:n});case\"image\":return dn({key:r,value:e,valueSpec:n.source_image,style:i,styleSpec:n});case\"canvas\":return[new zt(r,null,\"Please use runtime APIs to add canvas sources, rather than including them in stylesheets.\",\"source.canvas\")];default:return xn({key:r+\".type\",value:e.type,valueSpec:{values:[\"vector\",\"raster\",\"raster-dem\",\"geojson\",\"video\",\"image\"]},style:i,styleSpec:n})}}function Nn(t){var e=t.value,r=t.styleSpec,n=r.light,i=t.style,a=[],o=Jr(e);if(void 0===e)return a;if(\"object\"!==o)return a.concat([new zt(\"light\",e,\"object expected, \"+o+\" found\")]);for(var s in e){var l=s.match(/^(.*)-transition$/);a=l&&n[l[1]]&&n[l[1]].transition?a.concat(Un({key:s,value:e[s],valueSpec:r.transition,style:i,styleSpec:r})):n[s]?a.concat(Un({key:s,value:e[s],valueSpec:n[s],style:i,styleSpec:r})):a.concat([new zt(s,e[s],'unknown property \"'+s+'\"')])}return a}var jn={\"*\":function(){return[]},array:vn,boolean:function(t){var e=t.value,r=t.key,n=Jr(e);return\"boolean\"!==n?[new zt(r,e,\"boolean expected, \"+n+\" found\")]:[]},number:gn,color:function(t){var e=t.key,r=t.value,n=Jr(r);return\"string\"!==n?[new zt(e,r,\"color 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o=i[$n+a],s=i[$n+a+1];n.push(o===s?null:i.subarray(o,s))}var l=i[$n+n.length],u=i[$n+n.length+1];this.keys=i.subarray(l,u),this.bboxes=i.subarray(u),this.insert=this._insertReadonly}else{this.d=e+2*r;for(var c=0;c<this.d*this.d;c++)n.push([]);this.keys=[],this.bboxes=[]}this.n=e,this.extent=t,this.padding=r,this.scale=e/t,this.uid=0;var f=r/e*t;this.min=-f,this.max=t+f}Qn.prototype.insert=function(t,e,r,n,i){this._forEachCell(e,r,n,i,this._insertCell,this.uid++),this.keys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(i)},Qn.prototype._insertReadonly=function(){throw\"Cannot insert into a GridIndex created from an ArrayBuffer.\"},Qn.prototype._insertCell=function(t,e,r,n,i,a){this.cells[i].push(a)},Qn.prototype.query=function(t,e,r,n,i){var a=this.min,o=this.max;if(t<=a&&e<=a&&o<=r&&o<=n&&!i)return Array.prototype.slice.call(this.keys);var s=[];return this._forEachCell(t,e,r,n,this._queryCell,s,{},i),s},Qn.prototype._queryCell=function(t,e,r,n,i,a,o,s){var l=this.cells[i];if(null!==l)for(var u=this.keys,c=this.bboxes,f=0;f<l.length;f++){var h=l[f];if(void 0===o[h]){var p=4*h;(s?s(c[p+0],c[p+1],c[p+2],c[p+3]):t<=c[p+2]&&e<=c[p+3]&&r>=c[p+0]&&n>=c[p+1])?(o[h]=!0,a.push(u[h])):o[h]=!1}}},Qn.prototype._forEachCell=function(t,e,r,n,i,a,o,s){for(var l=this._convertToCellCoord(t),u=this._convertToCellCoord(e),c=this._convertToCellCoord(r),f=this._convertToCellCoord(n),h=l;h<=c;h++)for(var p=u;p<=f;p++){var d=this.d*p+h;if((!s||s(this._convertFromCellCoord(h),this._convertFromCellCoord(p),this._convertFromCellCoord(h+1),this._convertFromCellCoord(p+1)))&&i.call(this,t,e,r,n,d,a,o,s))return}},Qn.prototype._convertFromCellCoord=function(t){return(t-this.padding)/this.scale},Qn.prototype._convertToCellCoord=function(t){return Math.max(0,Math.min(this.d-1,Math.floor(t*this.scale)+this.padding))},Qn.prototype.toArrayBuffer=function(){if(this.arrayBuffer)return this.arrayBuffer;for(var t=this.cells,e=$n+this.cells.length+1+1,r=0,n=0;n<this.cells.length;n++)r+=this.cells[n].length;var i=new Int32Array(e+r+this.keys.length+this.bboxes.length);i[0]=this.extent,i[1]=this.n,i[2]=this.padding;for(var a=e,o=0;o<t.length;o++){var s=t[o];i[$n+o]=a,i.set(s,a),a+=s.length}return i[$n+t.length]=a,i.set(this.keys,a),a+=this.keys.length,i[$n+t.length+1]=a,i.set(this.bboxes,a),a+=this.bboxes.length,i.buffer};var ti=self.ImageData,ei=self.ImageBitmap,ri={};function ni(t,e,r){void 0===r&&(r={}),Object.defineProperty(e,\"_classRegistryKey\",{value:t,writeable:!1}),ri[t]={klass:e,omit:r.omit||[],shallow:r.shallow||[]}}for(var ii in ni(\"Object\",Object),Kn.serialize=function(t,e){var r=t.toArrayBuffer();return e&&e.push(r),{buffer:r}},Kn.deserialize=function(t){return new Kn(t.buffer)},ni(\"Grid\",Kn),ni(\"Color\",oe),ni(\"Error\",Error),ni(\"ResolvedImage\",ce),ni(\"StylePropertyFunction\",hn),ni(\"StyleExpression\",on,{omit:[\"_evaluator\"]}),ni(\"ZoomDependentExpression\",cn),ni(\"ZoomConstantExpression\",un),ni(\"CompoundExpression\",Ae,{omit:[\"_evaluate\"]}),jr)jr[ii]._classRegistryKey||ni(\"Expression_\"+ii,jr[ii]);function ai(t){return t&&\"undefined\"!=typeof ArrayBuffer&&(t instanceof ArrayBuffer||t.constructor&&\"ArrayBuffer\"===t.constructor.name)}function oi(t){return ei&&t instanceof ei}function si(t,e){if(null==t||\"boolean\"==typeof t||\"number\"==typeof t||\"string\"==typeof t||t instanceof Boolean||t instanceof Number||t instanceof String||t instanceof Date||t instanceof RegExp)return t;if(ai(t)||oi(t))return e&&e.push(t),t;if(ArrayBuffer.isView(t)){var r=t;return e&&e.push(r.buffer),r}if(t instanceof ti)return e&&e.push(t.data.buffer),t;if(Array.isArray(t)){for(var n=[],i=0,a=t;i<a.length;i+=1){var o=a[i];n.push(si(o,e))}return n}if(\"object\"==typeof t){var s=t.constructor,l=s._classRegistryKey;if(!l)throw new Error(\"can't serialize object of unregistered class\");var u=s.serialize?s.serialize(t,e):{};if(!s.serialize){for(var c in t)if(t.hasOwnProperty(c)&&!(ri[l].omit.indexOf(c)>=0)){var f=t[c];u[c]=ri[l].shallow.indexOf(c)>=0?f:si(f,e)}t instanceof Error&&(u.message=t.message)}if(u.$name)throw new Error(\"$name property is reserved for worker serialization logic.\");return\"Object\"!==l&&(u.$name=l),u}throw new Error(\"can't serialize object of type \"+typeof t)}function li(t){if(null==t||\"boolean\"==typeof t||\"number\"==typeof t||\"string\"==typeof t||t instanceof Boolean||t instanceof Number||t instanceof String||t instanceof Date||t instanceof RegExp||ai(t)||oi(t)||ArrayBuffer.isView(t)||t instanceof ti)return t;if(Array.isArray(t))return t.map(li);if(\"object\"==typeof t){var e=t.$name||\"Object\",r=ri[e].klass;if(!r)throw new Error(\"can't deserialize unregistered class 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Aboriginal Syllabics\":function(t){return t>=5120&&t<=5759},Khmer:function(t){return t>=6016&&t<=6143},\"Unified Canadian Aboriginal Syllabics Extended\":function(t){return t>=6320&&t<=6399},\"General Punctuation\":function(t){return t>=8192&&t<=8303},\"Letterlike Symbols\":function(t){return t>=8448&&t<=8527},\"Number Forms\":function(t){return t>=8528&&t<=8591},\"Miscellaneous Technical\":function(t){return t>=8960&&t<=9215},\"Control Pictures\":function(t){return t>=9216&&t<=9279},\"Optical Character Recognition\":function(t){return t>=9280&&t<=9311},\"Enclosed Alphanumerics\":function(t){return t>=9312&&t<=9471},\"Geometric Shapes\":function(t){return t>=9632&&t<=9727},\"Miscellaneous Symbols\":function(t){return t>=9728&&t<=9983},\"Miscellaneous Symbols and Arrows\":function(t){return t>=11008&&t<=11263},\"CJK Radicals Supplement\":function(t){return t>=11904&&t<=12031},\"Kangxi Radicals\":function(t){return t>=12032&&t<=12255},\"Ideographic Description 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t&&t.indexOf(\"NetworkError\")>-1&&(Ti=_i),wi&&wi(t)};function Mi(){Si.fire(new Pt(\"pluginStateChange\",{pluginStatus:Ti,pluginURL:ki}))}var Si=new It,Ei=function(){return Ti},Li=function(){if(Ti!==mi||!ki)throw new Error(\"rtl-text-plugin cannot be downloaded unless a pluginURL is specified\");Ti=xi,Mi(),ki&&kt({url:ki},(function(t){t?Ai(t):(Ti=bi,Mi())}))},Ci={applyArabicShaping:null,processBidirectionalText:null,processStyledBidirectionalText:null,isLoaded:function(){return Ti===bi||null!=Ci.applyArabicShaping},isLoading:function(){return Ti===xi},setState:function(t){Ti=t.pluginStatus,ki=t.pluginURL},isParsed:function(){return null!=Ci.applyArabicShaping&&null!=Ci.processBidirectionalText&&null!=Ci.processStyledBidirectionalText},getPluginURL:function(){return ki}},Pi=function(t,e){this.zoom=t,e?(this.now=e.now,this.fadeDuration=e.fadeDuration,this.zoomHistory=e.zoomHistory,this.transition=e.transition):(this.now=0,this.fadeDuration=0,this.zoomHistory=new 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b(this._values[t].transition)},Di.prototype.setTransition=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new Ii(this._values[t].property)),this._values[t].transition=b(e)||void 0},Di.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i);var a=this.getTransition(n);void 0!==a&&(t[n+\"-transition\"]=a)}return t},Di.prototype.transitioned=function(t,e){for(var r=new Ri(this._properties),n=0,i=Object.keys(this._values);n<i.length;n+=1){var a=i[n];r._values[a]=this._values[a].transitioned(t,e._values[a])}return r},Di.prototype.untransitioned=function(){for(var t=new Ri(this._properties),e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e];t._values[n]=this._values[n].untransitioned()}return t};var zi=function(t,e,r,n,i){this.property=t,this.value=e,this.begin=i+n.delay||0,this.end=this.begin+n.duration||0,t.specification.transition&&(n.delay||n.duration)&&(this.prior=r)};zi.prototype.possiblyEvaluate=function(t,e,r){var n=t.now||0,i=this.value.possiblyEvaluate(t,e,r),a=this.prior;if(a){if(n>this.end)return this.prior=null,i;if(this.value.isDataDriven())return this.prior=null,i;if(n<this.begin)return a.possiblyEvaluate(t,e,r);var o=(n-this.begin)/(this.end-this.begin);return this.property.interpolate(a.possiblyEvaluate(t,e,r),i,function(t){if(t<=0)return 0;if(t>=1)return 1;var e=t*t,r=e*t;return 4*(t<.5?r:3*(t-e)+r-.75)}(o))}return i};var Ri=function(t){this._properties=t,this._values=Object.create(t.defaultTransitioningPropertyValues)};Ri.prototype.possiblyEvaluate=function(t,e,r){for(var n=new Ni(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n},Ri.prototype.hasTransition=function(){for(var t=0,e=Object.keys(this._values);t<e.length;t+=1){var r=e[t];if(this._values[r].prior)return!0}return!1};var Fi=function(t){this._properties=t,this._values=Object.create(t.defaultPropertyValues)};Fi.prototype.getValue=function(t){return b(this._values[t].value)},Fi.prototype.setValue=function(t,e){this._values[t]=new Oi(this._values[t].property,null===e?void 0:b(e))},Fi.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i)}return t},Fi.prototype.possiblyEvaluate=function(t,e,r){for(var n=new Ni(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n};var Bi=function(t,e,r){this.property=t,this.value=e,this.parameters=r};Bi.prototype.isConstant=function(){return\"constant\"===this.value.kind},Bi.prototype.constantOr=function(t){return\"constant\"===this.value.kind?this.value.value:t},Bi.prototype.evaluate=function(t,e,r,n){return this.property.evaluate(this.value,this.parameters,t,e,r,n)};var Ni=function(t){this._properties=t,this._values=Object.create(t.defaultPossiblyEvaluatedValues)};Ni.prototype.get=function(t){return this._values[t]};var ji=function(t){this.specification=t};ji.prototype.possiblyEvaluate=function(t,e){return t.expression.evaluate(e)},ji.prototype.interpolate=function(t,e,r){var n=Qe[this.specification.type];return n?n(t,e,r):t};var Ui=function(t,e){this.specification=t,this.overrides=e};Ui.prototype.possiblyEvaluate=function(t,e,r,n){return\"constant\"===t.expression.kind||\"camera\"===t.expression.kind?new Bi(this,{kind:\"constant\",value:t.expression.evaluate(e,null,{},r,n)},e):new Bi(this,t.expression,e)},Ui.prototype.interpolate=function(t,e,r){if(\"constant\"!==t.value.kind||\"constant\"!==e.value.kind)return t;if(void 0===t.value.value||void 0===e.value.value)return new Bi(this,{kind:\"constant\",value:void 0},t.parameters);var n=Qe[this.specification.type];return n?new Bi(this,{kind:\"constant\",value:n(t.value.value,e.value.value,r)},t.parameters):t},Ui.prototype.evaluate=function(t,e,r,n,i,a){return\"constant\"===t.kind?t.value:t.evaluate(e,r,n,i,a)};var Vi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0===t.value)return new Bi(this,{kind:\"constant\",value:void 0},e);if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n),a=\"resolvedImage\"===t.property.specification.type&&\"string\"!=typeof i?i.name:i,o=this._calculate(a,a,a,e);return new Bi(this,{kind:\"constant\",value:o},e)}if(\"camera\"===t.expression.kind){var s=this._calculate(t.expression.evaluate({zoom:e.zoom-1}),t.expression.evaluate({zoom:e.zoom}),t.expression.evaluate({zoom:e.zoom+1}),e);return new Bi(this,{kind:\"constant\",value:s},e)}return new Bi(this,t.expression,e)},e.prototype.evaluate=function(t,e,r,n,i,a){if(\"source\"===t.kind){var o=t.evaluate(e,r,n,i,a);return this._calculate(o,o,o,e)}return\"composite\"===t.kind?this._calculate(t.evaluate({zoom:Math.floor(e.zoom)-1},r,n),t.evaluate({zoom:Math.floor(e.zoom)},r,n),t.evaluate({zoom:Math.floor(e.zoom)+1},r,n),e):t.value},e.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},e.prototype.interpolate=function(t){return t},e}(Ui),Hi=function(t){this.specification=t};Hi.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0!==t.value){if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n);return this._calculate(i,i,i,e)}return this._calculate(t.expression.evaluate(new Pi(Math.floor(e.zoom-1),e)),t.expression.evaluate(new Pi(Math.floor(e.zoom),e)),t.expression.evaluate(new Pi(Math.floor(e.zoom+1),e)),e)}},Hi.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},Hi.prototype.interpolate=function(t){return t};var qi=function(t){this.specification=t};qi.prototype.possiblyEvaluate=function(t,e,r,n){return!!t.expression.evaluate(e,null,{},r,n)},qi.prototype.interpolate=function(){return!1};var Gi=function(t){for(var e in this.properties=t,this.defaultPropertyValues={},this.defaultTransitionablePropertyValues={},this.defaultTransitioningPropertyValues={},this.defaultPossiblyEvaluatedValues={},this.overridableProperties=[],t){var r=t[e];r.specification.overridable&&this.overridableProperties.push(e);var n=this.defaultPropertyValues[e]=new Oi(r,void 0),i=this.defaultTransitionablePropertyValues[e]=new Ii(r);this.defaultTransitioningPropertyValues[e]=i.untransitioned(),this.defaultPossiblyEvaluatedValues[e]=n.possiblyEvaluate({})}};ni(\"DataDrivenProperty\",Ui),ni(\"DataConstantProperty\",ji),ni(\"CrossFadedDataDrivenProperty\",Vi),ni(\"CrossFadedProperty\",Hi),ni(\"ColorRampProperty\",qi);var Zi=\"-transition\",Yi=function(t){function e(e,r){if(t.call(this),this.id=e.id,this.type=e.type,this._featureFilter={filter:function(){return!0},needGeometry:!1},\"custom\"!==e.type&&(this.metadata=e.metadata,this.minzoom=e.minzoom,this.maxzoom=e.maxzoom,\"background\"!==e.type&&(this.source=e.source,this.sourceLayer=e[\"source-layer\"],this.filter=e.filter),r.layout&&(this._unevaluatedLayout=new Fi(r.layout)),r.paint)){for(var n in this._transitionablePaint=new Di(r.paint),e.paint)this.setPaintProperty(n,e.paint[n],{validate:!1});for(var i in e.layout)this.setLayoutProperty(i,e.layout[i],{validate:!1});this._transitioningPaint=this._transitionablePaint.untransitioned(),this.paint=new Ni(r.paint)}}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getCrossfadeParameters=function(){return this._crossfadeParameters},e.prototype.getLayoutProperty=function(t){return\"visibility\"===t?this.visibility:this._unevaluatedLayout.getValue(t)},e.prototype.setLayoutProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n=\"layers.\"+this.id+\".layout.\"+t;if(this._validate(Xn,n,t,e,r))return}\"visibility\"!==t?this._unevaluatedLayout.setValue(t,e):this.visibility=e},e.prototype.getPaintProperty=function(t){return y(t,Zi)?this._transitionablePaint.getTransition(t.slice(0,-11)):this._transitionablePaint.getValue(t)},e.prototype.setPaintProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n=\"layers.\"+this.id+\".paint.\"+t;if(this._validate(Wn,n,t,e,r))return!1}if(y(t,Zi))return this._transitionablePaint.setTransition(t.slice(0,-11),e||void 0),!1;var i=this._transitionablePaint._values[t],a=\"cross-faded-data-driven\"===i.property.specification[\"property-type\"],o=i.value.isDataDriven(),s=i.value;this._transitionablePaint.setValue(t,e),this._handleSpecialPaintPropertyUpdate(t);var l=this._transitionablePaint._values[t].value;return l.isDataDriven()||o||a||this._handleOverridablePaintPropertyUpdate(t,s,l)},e.prototype._handleSpecialPaintPropertyUpdate=function(t){},e.prototype._handleOverridablePaintPropertyUpdate=function(t,e,r){return!1},e.prototype.isHidden=function(t){return!!(this.minzoom&&t<this.minzoom)||!!(this.maxzoom&&t>=this.maxzoom)||\"none\"===this.visibility},e.prototype.updateTransitions=function(t){this._transitioningPaint=this._transitionablePaint.transitioned(t,this._transitioningPaint)},e.prototype.hasTransition=function(){return this._transitioningPaint.hasTransition()},e.prototype.recalculate=function(t,e){t.getCrossfadeParameters&&(this._crossfadeParameters=t.getCrossfadeParameters()),this._unevaluatedLayout&&(this.layout=this._unevaluatedLayout.possiblyEvaluate(t,void 0,e)),this.paint=this._transitioningPaint.possiblyEvaluate(t,void 0,e)},e.prototype.serialize=function(){var t={id:this.id,type:this.type,source:this.source,\"source-layer\":this.sourceLayer,metadata:this.metadata,minzoom:this.minzoom,maxzoom:this.maxzoom,filter:this.filter,layout:this._unevaluatedLayout&&this._unevaluatedLayout.serialize(),paint:this._transitionablePaint&&this._transitionablePaint.serialize()};return this.visibility&&(t.layout=t.layout||{},t.layout.visibility=this.visibility),x(t,(function(t,e){return!(void 0===t||\"layout\"===e&&!Object.keys(t).length||\"paint\"===e&&!Object.keys(t).length)}))},e.prototype._validate=function(t,e,r,n,i){return void 0===i&&(i={}),(!i||!1!==i.validate)&&Jn(this,t.call(Zn,{key:e,layerType:this.type,objectKey:r,value:n,styleSpec:Dt,style:{glyphs:!0,sprite:!0}}))},e.prototype.is3D=function(){return!1},e.prototype.isTileClipped=function(){return!1},e.prototype.hasOffscreenPass=function(){return!1},e.prototype.resize=function(){},e.prototype.isStateDependent=function(){for(var t in this.paint._values){var e=this.paint.get(t);if(e instanceof Bi&&Yr(e.property.specification)&&(\"source\"===e.value.kind||\"composite\"===e.value.kind)&&e.value.isStateDependent)return!0}return!1},e}(It),Wi={Int8:Int8Array,Uint8:Uint8Array,Int16:Int16Array,Uint16:Uint16Array,Int32:Int32Array,Uint32:Uint32Array,Float32:Float32Array},Xi=function(t,e){this._structArray=t,this._pos1=e*this.size,this._pos2=this._pos1/2,this._pos4=this._pos1/4,this._pos8=this._pos1/8},Ji=function(){this.isTransferred=!1,this.capacity=-1,this.resize(0)};function Ki(t,e){void 0===e&&(e=1);var r=0,n=0;return{members:t.map((function(t){var i,a=(i=t.type,Wi[i].BYTES_PER_ELEMENT),o=r=$i(r,Math.max(e,a)),s=t.components||1;return n=Math.max(n,a),r+=a*s,{name:t.name,type:t.type,components:s,offset:o}})),size:$i(r,Math.max(n,e)),alignment:e}}function $i(t,e){return Math.ceil(t/e)*e}Ji.serialize=function(t,e){return t._trim(),e&&(t.isTransferred=!0,e.push(t.arrayBuffer)),{length:t.length,arrayBuffer:t.arrayBuffer}},Ji.deserialize=function(t){var e=Object.create(this.prototype);return e.arrayBuffer=t.arrayBuffer,e.length=t.length,e.capacity=t.arrayBuffer.byteLength/e.bytesPerElement,e._refreshViews(),e},Ji.prototype._trim=function(){this.length!==this.capacity&&(this.capacity=this.length,this.arrayBuffer=this.arrayBuffer.slice(0,this.length*this.bytesPerElement),this._refreshViews())},Ji.prototype.clear=function(){this.length=0},Ji.prototype.resize=function(t){this.reserve(t),this.length=t},Ji.prototype.reserve=function(t){if(t>this.capacity){this.capacity=Math.max(t,Math.floor(5*this.capacity),128),this.arrayBuffer=new ArrayBuffer(this.capacity*this.bytesPerElement);var e=this.uint8;this._refreshViews(),e&&this.uint8.set(e)}},Ji.prototype._refreshViews=function(){throw new Error(\"_refreshViews() must be implemented by each concrete StructArray layout\")};var Qi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.int16[n+0]=e,this.int16[n+1]=r,t},e}(Ji);Qi.prototype.bytesPerElement=4,ni(\"StructArrayLayout2i4\",Qi);var ta=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new 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this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(Ji);ea.prototype.bytesPerElement=12,ni(\"StructArrayLayout2i4i12\",ea);var ra=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=4*t,l=8*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.uint8[l+4]=n,this.uint8[l+5]=i,this.uint8[l+6]=a,this.uint8[l+7]=o,t},e}(Ji);ra.prototype.bytesPerElement=8,ni(\"StructArrayLayout2i4ub8\",ra);var na=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,u){var c=this.length;return this.resize(c+1),this.emplace(c,t,e,r,n,i,a,o,s,l,u)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,u,c){var f=9*t,h=18*t;return this.uint16[f+0]=e,this.uint16[f+1]=r,this.uint16[f+2]=n,this.uint16[f+3]=i,this.uint16[f+4]=a,this.uint16[f+5]=o,this.uint16[f+6]=s,this.uint16[f+7]=l,this.uint8[h+16]=u,this.uint8[h+17]=c,t},e}(Ji);na.prototype.bytesPerElement=18,ni(\"StructArrayLayout8ui2ub18\",na);var ia=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,u,c,f){var h=this.length;return this.resize(h+1),this.emplace(h,t,e,r,n,i,a,o,s,l,u,c,f)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,u,c,f,h){var p=12*t;return this.int16[p+0]=e,this.int16[p+1]=r,this.int16[p+2]=n,this.int16[p+3]=i,this.uint16[p+4]=a,this.uint16[p+5]=o,this.uint16[p+6]=s,this.uint16[p+7]=l,this.int16[p+8]=u,this.int16[p+9]=c,this.int16[p+10]=f,this.int16[p+11]=h,t},e}(Ji);ia.prototype.bytesPerElement=24,ni(\"StructArrayLayout4i4ui4i24\",ia);var aa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.float32[i+0]=e,this.float32[i+1]=r,this.float32[i+2]=n,t},e}(Ji);aa.prototype.bytesPerElement=12,ni(\"StructArrayLayout3f12\",aa);var oa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.uint32[r+0]=e,t},e}(Ji);oa.prototype.bytesPerElement=4,ni(\"StructArrayLayout1ul4\",oa);var sa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l){var u=this.length;return this.resize(u+1),this.emplace(u,t,e,r,n,i,a,o,s,l)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,u){var c=10*t,f=5*t;return this.int16[c+0]=e,this.int16[c+1]=r,this.int16[c+2]=n,this.int16[c+3]=i,this.int16[c+4]=a,this.int16[c+5]=o,this.uint32[f+3]=s,this.uint16[c+8]=l,this.uint16[c+9]=u,t},e}(Ji);sa.prototype.bytesPerElement=20,ni(\"StructArrayLayout6i1ul2ui20\",sa);var la=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(Ji);la.prototype.bytesPerElement=12,ni(\"StructArrayLayout2i2i2i12\",la);var ua=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i){var a=this.length;return this.resize(a+1),this.emplace(a,t,e,r,n,i)},e.prototype.emplace=function(t,e,r,n,i,a){var o=4*t,s=8*t;return this.float32[o+0]=e,this.float32[o+1]=r,this.float32[o+2]=n,this.int16[s+6]=i,this.int16[s+7]=a,t},e}(Ji);ua.prototype.bytesPerElement=16,ni(\"StructArrayLayout2f1f2i16\",ua);var ca=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=12*t,o=3*t;return this.uint8[a+0]=e,this.uint8[a+1]=r,this.float32[o+1]=n,this.float32[o+2]=i,t},e}(Ji);ca.prototype.bytesPerElement=12,ni(\"StructArrayLayout2ub2f12\",ca);var fa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return 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this.int16[m+0]=e,this.int16[m+1]=r,this.uint16[m+2]=n,this.uint16[m+3]=i,this.uint32[x+2]=a,this.uint32[x+3]=o,this.uint32[x+4]=s,this.uint16[m+10]=l,this.uint16[m+11]=u,this.uint16[m+12]=c,this.float32[x+7]=f,this.float32[x+8]=h,this.uint8[b+36]=p,this.uint8[b+37]=d,this.uint8[b+38]=v,this.uint32[x+10]=g,this.int16[m+22]=y,t},e}(Ji);ha.prototype.bytesPerElement=48,ni(\"StructArrayLayout2i2ui3ul3ui2f3ub1ul1i48\",ha);var pa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v,g,y,m,x,b,_,w,T,k,A,M,S){var E=this.length;return this.resize(E+1),this.emplace(E,t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v,g,y,m,x,b,_,w,T,k,A,M,S)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v,g,y,m,x,b,_,w,T,k,A,M,S,E){var L=34*t,C=17*t;return this.int16[L+0]=e,this.int16[L+1]=r,this.int16[L+2]=n,this.int16[L+3]=i,this.int16[L+4]=a,this.int16[L+5]=o,this.int16[L+6]=s,this.int16[L+7]=l,this.uint16[L+8]=u,this.uint16[L+9]=c,this.uint16[L+10]=f,this.uint16[L+11]=h,this.uint16[L+12]=p,this.uint16[L+13]=d,this.uint16[L+14]=v,this.uint16[L+15]=g,this.uint16[L+16]=y,this.uint16[L+17]=m,this.uint16[L+18]=x,this.uint16[L+19]=b,this.uint16[L+20]=_,this.uint16[L+21]=w,this.uint16[L+22]=T,this.uint32[C+12]=k,this.float32[C+13]=A,this.float32[C+14]=M,this.float32[C+15]=S,this.float32[C+16]=E,t},e}(Ji);pa.prototype.bytesPerElement=68,ni(\"StructArrayLayout8i15ui1ul4f68\",pa);var da=function(t){function e(){t.apply(this,arguments)}return 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this.float32[a+0]=e,this.float32[a+1]=r,this.float32[a+2]=n,this.float32[a+3]=i,t},e}(Ji);ba.prototype.bytesPerElement=16,ni(\"StructArrayLayout4f16\",ba);var _a=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorPointX:{configurable:!0},anchorPointY:{configurable:!0},x1:{configurable:!0},y1:{configurable:!0},x2:{configurable:!0},y2:{configurable:!0},featureIndex:{configurable:!0},sourceLayerIndex:{configurable:!0},bucketIndex:{configurable:!0},anchorPoint:{configurable:!0}};return r.anchorPointX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorPointY.get=function(){return this._structArray.int16[this._pos2+1]},r.x1.get=function(){return this._structArray.int16[this._pos2+2]},r.y1.get=function(){return this._structArray.int16[this._pos2+3]},r.x2.get=function(){return this._structArray.int16[this._pos2+4]},r.y2.get=function(){return 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this._structArray.uint32[this._pos4+10]},r.crossTileID.set=function(t){this._structArray.uint32[this._pos4+10]=t},r.associatedIconIndex.get=function(){return this._structArray.int16[this._pos2+22]},Object.defineProperties(e.prototype,r),e}(Xi);Ta.prototype.size=48;var ka=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new Ta(this,t)},e}(ha);ni(\"PlacedSymbolArray\",ka);var Aa=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorX:{configurable:!0},anchorY:{configurable:!0},rightJustifiedTextSymbolIndex:{configurable:!0},centerJustifiedTextSymbolIndex:{configurable:!0},leftJustifiedTextSymbolIndex:{configurable:!0},verticalPlacedTextSymbolIndex:{configurable:!0},placedIconSymbolIndex:{configurable:!0},verticalPlacedIconSymbolIndex:{configurable:!0},key:{configurable:!0},textBoxStartIndex:{configurable:!0},textBoxEndIndex:{configurable:!0},verticalTextBoxStartIndex:{configurable:!0},verticalTextBoxEndIndex:{configurable:!0},iconBoxStartIndex:{configurable:!0},iconBoxEndIndex:{configurable:!0},verticalIconBoxStartIndex:{configurable:!0},verticalIconBoxEndIndex:{configurable:!0},featureIndex:{configurable:!0},numHorizontalGlyphVertices:{configurable:!0},numVerticalGlyphVertices:{configurable:!0},numIconVertices:{configurable:!0},numVerticalIconVertices:{configurable:!0},useRuntimeCollisionCircles:{configurable:!0},crossTileID:{configurable:!0},textBoxScale:{configurable:!0},textOffset0:{configurable:!0},textOffset1:{configurable:!0},collisionCircleDiameter:{configurable:!0}};return r.anchorX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorY.get=function(){return this._structArray.int16[this._pos2+1]},r.rightJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+2]},r.centerJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+3]},r.leftJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+4]},r.verticalPlacedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+5]},r.placedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+6]},r.verticalPlacedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+7]},r.key.get=function(){return this._structArray.uint16[this._pos2+8]},r.textBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+9]},r.textBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+10]},r.verticalTextBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+11]},r.verticalTextBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+12]},r.iconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+13]},r.iconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+14]},r.verticalIconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+15]},r.verticalIconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+16]},r.featureIndex.get=function(){return this._structArray.uint16[this._pos2+17]},r.numHorizontalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+18]},r.numVerticalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+19]},r.numIconVertices.get=function(){return this._structArray.uint16[this._pos2+20]},r.numVerticalIconVertices.get=function(){return this._structArray.uint16[this._pos2+21]},r.useRuntimeCollisionCircles.get=function(){return 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t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){this.current!==t&&(this.current=t,this.gl.uniform1i(this.location,t))},e}(Ga),Ya=function(t){function e(e,r){t.call(this,e,r),this.current=0}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){this.current!==t&&(this.current=t,this.gl.uniform1f(this.location,t))},e}(Ga),Wa=function(t){function e(e,r){t.call(this,e,r),this.current=[0,0]}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){t[0]===this.current[0]&&t[1]===this.current[1]||(this.current=t,this.gl.uniform2f(this.location,t[0],t[1]))},e}(Ga),Xa=function(t){function e(e,r){t.call(this,e,r),this.current=[0,0,0]}return 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Float32Array(16),Qa=function(t){function e(e,r){t.call(this,e,r),this.current=$a}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){if(t[12]!==this.current[12]||t[0]!==this.current[0])return this.current=t,void this.gl.uniformMatrix4fv(this.location,!1,t);for(var e=1;e<16;e++)if(t[e]!==this.current[e]){this.current=t,this.gl.uniformMatrix4fv(this.location,!1,t);break}},e}(Ga);function to(t){return[Ia(255*t.r,255*t.g),Ia(255*t.b,255*t.a)]}var eo=function(t,e,r){this.value=t,this.uniformNames=e.map((function(t){return\"u_\"+t})),this.type=r};eo.prototype.setUniform=function(t,e,r){t.set(r.constantOr(this.value))},eo.prototype.getBinding=function(t,e,r){return\"color\"===this.type?new Ka(t,e):new Ya(t,e)};var ro=function(t,e){this.uniformNames=e.map((function(t){return\"u_\"+t})),this.patternFrom=null,this.patternTo=null,this.pixelRatioFrom=1,this.pixelRatioTo=1};ro.prototype.setConstantPatternPositions=function(t,e){this.pixelRatioFrom=e.pixelRatio,this.pixelRatioTo=t.pixelRatio,this.patternFrom=e.tlbr,this.patternTo=t.tlbr},ro.prototype.setUniform=function(t,e,r,n){var i=\"u_pattern_to\"===n?this.patternTo:\"u_pattern_from\"===n?this.patternFrom:\"u_pixel_ratio_to\"===n?this.pixelRatioTo:\"u_pixel_ratio_from\"===n?this.pixelRatioFrom:null;i&&t.set(i)},ro.prototype.getBinding=function(t,e,r){return\"u_pattern\"===r.substr(0,9)?new Ja(t,e):new Ya(t,e)};var no=function(t,e,r,n){this.expression=t,this.type=r,this.maxValue=0,this.paintVertexAttributes=e.map((function(t){return{name:\"a_\"+t,type:\"Float32\",components:\"color\"===r?2:1,offset:0}})),this.paintVertexArray=new n};no.prototype.populatePaintArray=function(t,e,r,n,i){var a=this.paintVertexArray.length,o=this.expression.evaluate(new Pi(0),e,{},n,[],i);this.paintVertexArray.resize(t),this._setPaintValue(a,t,o)},no.prototype.updatePaintArray=function(t,e,r,n){var i=this.expression.evaluate({zoom:0},r,n);this._setPaintValue(t,e,i)},no.prototype._setPaintValue=function(t,e,r){if(\"color\"===this.type)for(var n=to(r),i=t;i<e;i++)this.paintVertexArray.emplace(i,n[0],n[1]);else{for(var a=t;a<e;a++)this.paintVertexArray.emplace(a,r);this.maxValue=Math.max(this.maxValue,Math.abs(r))}},no.prototype.upload=function(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))},no.prototype.destroy=function(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()};var io=function(t,e,r,n,i,a){this.expression=t,this.uniformNames=e.map((function(t){return\"u_\"+t+\"_t\"})),this.type=r,this.useIntegerZoom=n,this.zoom=i,this.maxValue=0,this.paintVertexAttributes=e.map((function(t){return{name:\"a_\"+t,type:\"Float32\",components:\"color\"===r?4:2,offset:0}})),this.paintVertexArray=new a};io.prototype.populatePaintArray=function(t,e,r,n,i){var a=this.expression.evaluate(new Pi(this.zoom),e,{},n,[],i),o=this.expression.evaluate(new Pi(this.zoom+1),e,{},n,[],i),s=this.paintVertexArray.length;this.paintVertexArray.resize(t),this._setPaintValue(s,t,a,o)},io.prototype.updatePaintArray=function(t,e,r,n){var i=this.expression.evaluate({zoom:this.zoom},r,n),a=this.expression.evaluate({zoom:this.zoom+1},r,n);this._setPaintValue(t,e,i,a)},io.prototype._setPaintValue=function(t,e,r,n){if(\"color\"===this.type)for(var i=to(r),a=to(n),o=t;o<e;o++)this.paintVertexArray.emplace(o,i[0],i[1],a[0],a[1]);else{for(var s=t;s<e;s++)this.paintVertexArray.emplace(s,r,n);this.maxValue=Math.max(this.maxValue,Math.abs(r),Math.abs(n))}},io.prototype.upload=function(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))},io.prototype.destroy=function(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()},io.prototype.setUniform=function(t,e){var r=this.useIntegerZoom?Math.floor(e.zoom):e.zoom,n=u(this.expression.interpolationFactor(r,this.zoom,this.zoom+1),0,1);t.set(n)},io.prototype.getBinding=function(t,e,r){return new Ya(t,e)};var ao=function(t,e,r,n,i,a){this.expression=t,this.type=e,this.useIntegerZoom=r,this.zoom=n,this.layerId=a,this.zoomInPaintVertexArray=new i,this.zoomOutPaintVertexArray=new i};ao.prototype.populatePaintArray=function(t,e,r){var n=this.zoomInPaintVertexArray.length;this.zoomInPaintVertexArray.resize(t),this.zoomOutPaintVertexArray.resize(t),this._setPaintValues(n,t,e.patterns&&e.patterns[this.layerId],r)},ao.prototype.updatePaintArray=function(t,e,r,n,i){this._setPaintValues(t,e,r.patterns&&r.patterns[this.layerId],i)},ao.prototype._setPaintValues=function(t,e,r,n){if(n&&r){var i=r.min,a=r.mid,o=r.max,s=n[i],l=n[a],u=n[o];if(s&&l&&u)for(var c=t;c<e;c++)this.zoomInPaintVertexArray.emplace(c,l.tl[0],l.tl[1],l.br[0],l.br[1],s.tl[0],s.tl[1],s.br[0],s.br[1],l.pixelRatio,s.pixelRatio),this.zoomOutPaintVertexArray.emplace(c,l.tl[0],l.tl[1],l.br[0],l.br[1],u.tl[0],u.tl[1],u.br[0],u.br[1],l.pixelRatio,u.pixelRatio)}},ao.prototype.upload=function(t){this.zoomInPaintVertexArray&&this.zoomInPaintVertexArray.arrayBuffer&&this.zoomOutPaintVertexArray&&this.zoomOutPaintVertexArray.arrayBuffer&&(this.zoomInPaintVertexBuffer=t.createVertexBuffer(this.zoomInPaintVertexArray,Da.members,this.expression.isStateDependent),this.zoomOutPaintVertexBuffer=t.createVertexBuffer(this.zoomOutPaintVertexArray,Da.members,this.expression.isStateDependent))},ao.prototype.destroy=function(){this.zoomOutPaintVertexBuffer&&this.zoomOutPaintVertexBuffer.destroy(),this.zoomInPaintVertexBuffer&&this.zoomInPaintVertexBuffer.destroy()};var oo=function(t,e,r,n){this.binders={},this.layoutAttributes=n,this._buffers=[];var i=[];for(var a in t.paint._values)if(r(a)){var o=t.paint.get(a);if(o instanceof Bi&&Yr(o.property.specification)){var s=lo(a,t.type),l=o.value,u=o.property.specification.type,c=o.property.useIntegerZoom,f=o.property.specification[\"property-type\"],h=\"cross-faded\"===f||\"cross-faded-data-driven\"===f;if(\"constant\"===l.kind)this.binders[a]=h?new ro(l.value,s):new eo(l.value,s,u),i.push(\"/u_\"+a);else if(\"source\"===l.kind||h){var p=uo(a,u,\"source\");this.binders[a]=h?new ao(l,u,c,e,p,t.id):new no(l,s,u,p),i.push(\"/a_\"+a)}else{var d=uo(a,u,\"composite\");this.binders[a]=new io(l,s,u,c,e,d),i.push(\"/z_\"+a)}}}this.cacheKey=i.sort().join(\"\")};oo.prototype.getMaxValue=function(t){var e=this.binders[t];return e instanceof no||e instanceof io?e.maxValue:0},oo.prototype.populatePaintArrays=function(t,e,r,n,i){for(var a in this.binders){var o=this.binders[a];(o instanceof no||o instanceof io||o instanceof ao)&&o.populatePaintArray(t,e,r,n,i)}},oo.prototype.setConstantPatternPositions=function(t,e){for(var r in this.binders){var n=this.binders[r];n instanceof ro&&n.setConstantPatternPositions(t,e)}},oo.prototype.updatePaintArrays=function(t,e,r,n,i){var a=!1;for(var o in t)for(var s=0,l=e.getPositions(o);s<l.length;s+=1){var u=l[s],c=r.feature(u.index);for(var f in this.binders){var h=this.binders[f];if((h instanceof no||h instanceof io||h instanceof ao)&&!0===h.expression.isStateDependent){var p=n.paint.get(f);h.expression=p.value,h.updatePaintArray(u.start,u.end,c,t[o],i),a=!0}}}return a},oo.prototype.defines=function(){var t=[];for(var e in this.binders){var r=this.binders[e];(r instanceof eo||r instanceof ro)&&t.push.apply(t,r.uniformNames.map((function(t){return\"#define HAS_UNIFORM_\"+t})))}return t},oo.prototype.getPaintVertexBuffers=function(){return this._buffers},oo.prototype.getUniforms=function(t,e){var r=[];for(var n in this.binders){var i=this.binders[n];if(i instanceof eo||i instanceof ro||i instanceof io)for(var a=0,o=i.uniformNames;a<o.length;a+=1){var s=o[a];if(e[s]){var l=i.getBinding(t,e[s],s);r.push({name:s,property:n,binding:l})}}}return r},oo.prototype.setUniforms=function(t,e,r,n){for(var i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.name,l=o.property,u=o.binding;this.binders[l].setUniform(u,n,r.get(l),s)}},oo.prototype.updatePaintBuffers=function(t){for(var e in this._buffers=[],this.binders){var r=this.binders[e];if(t&&r instanceof ao){var n=2===t.fromScale?r.zoomInPaintVertexBuffer:r.zoomOutPaintVertexBuffer;n&&this._buffers.push(n)}else(r instanceof no||r instanceof io)&&r.paintVertexBuffer&&this._buffers.push(r.paintVertexBuffer)}},oo.prototype.upload=function(t){for(var e in this.binders){var r=this.binders[e];(r instanceof no||r instanceof io||r instanceof ao)&&r.upload(t)}this.updatePaintBuffers()},oo.prototype.destroy=function(){for(var t in this.binders){var e=this.binders[t];(e instanceof no||e instanceof io||e instanceof ao)&&e.destroy()}};var so=function(t,e,r,n){void 0===n&&(n=function(){return!0}),this.programConfigurations={};for(var i=0,a=e;i<a.length;i+=1){var o=a[i];this.programConfigurations[o.id]=new oo(o,r,n,t)}this.needsUpload=!1,this._featureMap=new ja,this._bufferOffset=0};function lo(t,e){return{\"text-opacity\":[\"opacity\"],\"icon-opacity\":[\"opacity\"],\"text-color\":[\"fill_color\"],\"icon-color\":[\"fill_color\"],\"text-halo-color\":[\"halo_color\"],\"icon-halo-color\":[\"halo_color\"],\"text-halo-blur\":[\"halo_blur\"],\"icon-halo-blur\":[\"halo_blur\"],\"text-halo-width\":[\"halo_width\"],\"icon-halo-width\":[\"halo_width\"],\"line-gap-width\":[\"gapwidth\"],\"line-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-extrusion-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"]}[t]||[t.replace(e+\"-\",\"\").replace(/-/g,\"_\")]}function uo(t,e,r){var n={color:{source:xa,composite:ba},number:{source:da,composite:xa}},i=function(t){return{\"line-pattern\":{source:na,composite:na},\"fill-pattern\":{source:na,composite:na},\"fill-extrusion-pattern\":{source:na,composite:na}}[t]}(t);return i&&i[r]||n[e][r]}so.prototype.populatePaintArrays=function(t,e,r,n,i,a){for(var o in this.programConfigurations)this.programConfigurations[o].populatePaintArrays(t,e,n,i,a);void 0!==e.id&&this._featureMap.add(e.id,r,this._bufferOffset,t),this._bufferOffset=t,this.needsUpload=!0},so.prototype.updatePaintArrays=function(t,e,r,n){for(var i=0,a=r;i<a.length;i+=1){var o=a[i];this.needsUpload=this.programConfigurations[o.id].updatePaintArrays(t,this._featureMap,e,o,n)||this.needsUpload}},so.prototype.get=function(t){return this.programConfigurations[t]},so.prototype.upload=function(t){if(this.needsUpload){for(var e in this.programConfigurations)this.programConfigurations[e].upload(t);this.needsUpload=!1}},so.prototype.destroy=function(){for(var t in this.programConfigurations)this.programConfigurations[t].destroy()},ni(\"ConstantBinder\",eo),ni(\"CrossFadedConstantBinder\",ro),ni(\"SourceExpressionBinder\",no),ni(\"CrossFadedCompositeBinder\",ao),ni(\"CompositeExpressionBinder\",io),ni(\"ProgramConfiguration\",oo,{omit:[\"_buffers\"]}),ni(\"ProgramConfigurationSet\",so);var co=8192;var fo,ho=(fo=15,{min:-1*Math.pow(2,fo-1),max:Math.pow(2,fo-1)-1});function po(t){for(var e=co/t.extent,r=t.loadGeometry(),n=0;n<r.length;n++)for(var i=r[n],a=0;a<i.length;a++){var o=i[a];o.x=Math.round(o.x*e),o.y=Math.round(o.y*e),(o.x<ho.min||o.x>ho.max||o.y<ho.min||o.y>ho.max)&&(w(\"Geometry exceeds allowed extent, reduce your vector tile buffer size\"),o.x=u(o.x,ho.min,ho.max),o.y=u(o.y,ho.min,ho.max))}return r}function vo(t,e,r,n,i){t.emplaceBack(2*e+(n+1)/2,2*r+(i+1)/2)}var go=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new Qi,this.indexArray=new fa,this.segments=new Oa,this.programConfigurations=new so(Pa,t.layers,t.zoom),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function yo(t,e){for(var r=0;r<t.length;r++)if(Mo(e,t[r]))return!0;for(var n=0;n<e.length;n++)if(Mo(t,e[n]))return!0;return!!_o(t,e)}function mo(t,e,r){return!!Mo(t,e)||!!To(e,t,r)}function xo(t,e){if(1===t.length)return Ao(e,t[0]);for(var r=0;r<e.length;r++)for(var n=e[r],i=0;i<n.length;i++)if(Mo(t,n[i]))return!0;for(var a=0;a<t.length;a++)if(Ao(e,t[a]))return!0;for(var o=0;o<e.length;o++)if(_o(t,e[o]))return!0;return!1}function bo(t,e,r){if(t.length>1){if(_o(t,e))return!0;for(var n=0;n<e.length;n++)if(To(e[n],t,r))return!0}for(var i=0;i<t.length;i++)if(To(t[i],e,r))return!0;return!1}function _o(t,e){if(0===t.length||0===e.length)return!1;for(var r=0;r<t.length-1;r++)for(var 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n=t.readVarint()>>3;e=1===n?t.readString():2===n?t.readFloat():3===n?t.readDouble():4===n?t.readVarint64():5===n?t.readVarint():6===n?t.readSVarint():7===n?t.readBoolean():null}return e}(r))}function Xs(t,e,r){if(3===t){var n=new Zs(r,r.readVarint()+r.pos);n.length&&(e[n.name]=n)}}Ys.prototype.feature=function(t){if(t<0||t>=this._features.length)throw new Error(\"feature index out of bounds\");this._pbf.pos=this._features[t];var e=this._pbf.readVarint()+this._pbf.pos;return new Vs(this._pbf,e,this.extent,this._keys,this._values)};var Js={VectorTile:function(t,e){this.layers=t.readFields(Xs,{},e)},VectorTileFeature:Vs,VectorTileLayer:Zs},Ks=Js.VectorTileFeature.types,$s=Math.pow(2,13);function Qs(t,e,r,n,i,a,o,s){t.emplaceBack(e,r,2*Math.floor(n*$s)+o,i*$s*2,a*$s*2,Math.round(s))}var tl=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new ea,this.indexArray=new fa,this.programConfigurations=new so(Us,t.layers,t.zoom),this.segments=new Oa,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function el(t,e){return t.x===e.x&&(t.x<0||t.x>co)||t.y===e.y&&(t.y<0||t.y>co)}tl.prototype.populate=function(t,e,r){this.features=[],this.hasPattern=zs(\"fill-extrusion\",this.layers,e);for(var n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.feature,s=a.id,l=a.index,u=a.sourceLayerIndex,c=this.layers[0]._featureFilter.needGeometry,f={type:o.type,id:s,properties:o.properties,geometry:c?po(o):[]};if(this.layers[0]._featureFilter.filter(new Pi(this.zoom),f,r)){var h={id:s,sourceLayerIndex:u,index:l,geometry:c?f.geometry:po(o),properties:o.properties,type:o.type,patterns:{}};void 0!==o.id&&(h.id=o.id),this.hasPattern?this.features.push(Rs(\"fill-extrusion\",this.layers,h,this.zoom,e)):this.addFeature(h,h.geometry,l,r,{}),e.featureIndex.insert(o,h.geometry,l,u,this.index,!0)}}},tl.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.features;n<i.length;n+=1){var a=i[n],o=a.geometry;this.addFeature(a,o,a.index,e,r)}},tl.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},tl.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},tl.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},tl.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Us),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},tl.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},tl.prototype.addFeature=function(t,e,r,n,i){for(var a=0,o=Is(e,500);a<o.length;a+=1){for(var s=o[a],l=0,u=0,c=s;u<c.length;u+=1)l+=c[u].length;for(var f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray),h=0,p=s;h<p.length;h+=1){var d=p[h];if(0!==d.length&&!((O=d).every((function(t){return t.x<0}))||O.every((function(t){return t.x>co}))||O.every((function(t){return t.y<0}))||O.every((function(t){return t.y>co}))))for(var v=0,g=0;g<d.length;g++){var y=d[g];if(g>=1){var m=d[g-1];if(!el(y,m)){f.vertexLength+4>Oa.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray));var x=y.sub(m)._perp()._unit(),b=m.dist(y);v+b>32768&&(v=0),Qs(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,0,v),Qs(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,1,v),v+=b,Qs(this.layoutVertexArray,m.x,m.y,x.x,x.y,0,0,v),Qs(this.layoutVertexArray,m.x,m.y,x.x,x.y,0,1,v);var _=f.vertexLength;this.indexArray.emplaceBack(_,_+2,_+1),this.indexArray.emplaceBack(_+1,_+2,_+3),f.vertexLength+=4,f.primitiveLength+=2}}}}if(f.vertexLength+l>Oa.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(l,this.layoutVertexArray,this.indexArray)),\"Polygon\"===Ks[t.type]){for(var w=[],T=[],k=f.vertexLength,A=0,M=s;A<M.length;A+=1){var S=M[A];if(0!==S.length){S!==s[0]&&T.push(w.length/2);for(var E=0;E<S.length;E++){var L=S[E];Qs(this.layoutVertexArray,L.x,L.y,0,0,1,1,0),w.push(L.x),w.push(L.y)}}}for(var C=es(w,T),P=0;P<C.length;P+=3)this.indexArray.emplaceBack(k+C[P],k+C[P+2],k+C[P+1]);f.primitiveLength+=C.length/3,f.vertexLength+=l}}var O;this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},ni(\"FillExtrusionBucket\",tl,{omit:[\"layers\",\"features\"]});var rl={paint:new Gi({\"fill-extrusion-opacity\":new ji(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-opacity\"]),\"fill-extrusion-color\":new Ui(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-color\"]),\"fill-extrusion-translate\":new ji(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-translate\"]),\"fill-extrusion-translate-anchor\":new ji(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-translate-anchor\"]),\"fill-extrusion-pattern\":new Vi(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-pattern\"]),\"fill-extrusion-height\":new Ui(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-height\"]),\"fill-extrusion-base\":new Ui(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-base\"]),\"fill-extrusion-vertical-gradient\":new ji(Dt[\"paint_fill-extrusion\"][\"fill-extrusion-vertical-gradient\"])})},nl=function(t){function e(e){t.call(this,e,rl)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.createBucket=function(t){return new tl(t)},e.prototype.queryRadius=function(){return Lo(this.paint.get(\"fill-extrusion-translate\"))},e.prototype.is3D=function(){return!0},e.prototype.queryIntersectsFeature=function(t,e,r,n,i,o,s,l){var u=Co(t,this.paint.get(\"fill-extrusion-translate\"),this.paint.get(\"fill-extrusion-translate-anchor\"),o.angle,s),c=this.paint.get(\"fill-extrusion-height\").evaluate(e,r),f=this.paint.get(\"fill-extrusion-base\").evaluate(e,r),h=function(t,e,r,n){for(var i=[],o=0,s=t;o<s.length;o+=1){var l=s[o],u=[l.x,l.y,n,1];No(u,u,e),i.push(new a(u[0]/u[3],u[1]/u[3]))}return i}(u,l,0,0),p=function(t,e,r,n){for(var i=[],o=[],s=n[8]*e,l=n[9]*e,u=n[10]*e,c=n[11]*e,f=n[8]*r,h=n[9]*r,p=n[10]*r,d=n[11]*r,v=0,g=t;v<g.length;v+=1){for(var y=[],m=[],x=0,b=g[v];x<b.length;x+=1){var _=b[x],w=_.x,T=_.y,k=n[0]*w+n[4]*T+n[12],A=n[1]*w+n[5]*T+n[13],M=n[2]*w+n[6]*T+n[14],S=n[3]*w+n[7]*T+n[15],E=M+u,L=S+c,C=k+f,P=A+h,O=M+p,I=S+d,D=new a((k+s)/L,(A+l)/L);D.z=E/L,y.push(D);var z=new a(C/I,P/I);z.z=O/I,m.push(z)}i.push(y),o.push(m)}return[i,o]}(n,f,c,l);return function(t,e,r){var n=1/0;xo(r,e)&&(n=al(r,e[0]));for(var i=0;i<e.length;i++)for(var a=e[i],o=t[i],s=0;s<a.length-1;s++){var l=a[s],u=a[s+1],c=o[s],f=[l,u,o[s+1],c,l];yo(r,f)&&(n=Math.min(n,al(r,f)))}return n!==1/0&&n}(p[0],p[1],h)},e}(Yi);function il(t,e){return t.x*e.x+t.y*e.y}function al(t,e){if(1===t.length){for(var r,n=0,i=e[n++];!r||i.equals(r);)if(!(r=e[n++]))return 1/0;for(;n<e.length;n++){var a=e[n],o=t[0],s=r.sub(i),l=a.sub(i),u=o.sub(i),c=il(s,s),f=il(s,l),h=il(l,l),p=il(u,s),d=il(u,l),v=c*h-f*f,g=(h*p-f*d)/v,y=(c*d-f*p)/v,m=1-g-y,x=i.z*m+r.z*g+a.z*y;if(isFinite(x))return x}return 1/0}for(var b=1/0,_=0,w=e;_<w.length;_+=1){var T=w[_];b=Math.min(b,T.z)}return b}var ol=Ki([{name:\"a_pos_normal\",components:2,type:\"Int16\"},{name:\"a_data\",components:4,type:\"Uint8\"}],4).members,sl=Js.VectorTileFeature.types,ll=Math.cos(Math.PI/180*37.5),ul=Math.pow(2,14)/.5,cl=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.patternFeatures=[],this.layoutVertexArray=new ra,this.indexArray=new fa,this.programConfigurations=new so(ol,t.layers,t.zoom),this.segments=new Oa,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};cl.prototype.populate=function(t,e,r){this.hasPattern=zs(\"line\",this.layers,e);for(var n=this.layers[0].layout.get(\"line-sort-key\"),i=[],a=0,o=t;a<o.length;a+=1){var s=o[a],l=s.feature,u=s.id,c=s.index,f=s.sourceLayerIndex,h=this.layers[0]._featureFilter.needGeometry,p={type:l.type,id:u,properties:l.properties,geometry:h?po(l):[]};if(this.layers[0]._featureFilter.filter(new Pi(this.zoom),p,r)){h||(p.geometry=po(l));var d=n?n.evaluate(p,{},r):void 0,v={id:u,properties:l.properties,type:l.type,sourceLayerIndex:f,index:c,geometry:p.geometry,patterns:{},sortKey:d};i.push(v)}}n&&i.sort((function(t,e){return t.sortKey-e.sortKey}));for(var g=0,y=i;g<y.length;g+=1){var m=y[g],x=m,b=x.geometry,_=x.index,w=x.sourceLayerIndex;if(this.hasPattern){var T=Rs(\"line\",this.layers,m,this.zoom,e);this.patternFeatures.push(T)}else this.addFeature(m,b,_,r,{});var k=t[_].feature;e.featureIndex.insert(k,b,_,w,this.index)}},cl.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},cl.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.patternFeatures;n<i.length;n+=1){var a=i[n];this.addFeature(a,a.geometry,a.index,e,r)}},cl.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},cl.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},cl.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,ol),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},cl.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},cl.prototype.addFeature=function(t,e,r,n,i){for(var a=this.layers[0].layout,o=a.get(\"line-join\").evaluate(t,{}),s=a.get(\"line-cap\"),l=a.get(\"line-miter-limit\"),u=a.get(\"line-round-limit\"),c=0,f=e;c<f.length;c+=1){var h=f[c];this.addLine(h,t,o,s,l,u)}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},cl.prototype.addLine=function(t,e,r,n,i,a){if(this.distance=0,this.scaledDistance=0,this.totalDistance=0,e.properties&&e.properties.hasOwnProperty(\"mapbox_clip_start\")&&e.properties.hasOwnProperty(\"mapbox_clip_end\")){this.clipStart=+e.properties.mapbox_clip_start,this.clipEnd=+e.properties.mapbox_clip_end;for(var o=0;o<t.length-1;o++)this.totalDistance+=t[o].dist(t[o+1]);this.updateScaledDistance()}for(var s=\"Polygon\"===sl[e.type],l=t.length;l>=2&&t[l-1].equals(t[l-2]);)l--;for(var u=0;u<l-1&&t[u].equals(t[u+1]);)u++;if(!(l<(s?3:2))){\"bevel\"===r&&(i=1.05);var c,f=this.overscaling<=16?15*co/(512*this.overscaling):0,h=this.segments.prepareSegment(10*l,this.layoutVertexArray,this.indexArray),p=void 0,d=void 0,v=void 0,g=void 0;this.e1=this.e2=-1,s&&(c=t[l-2],g=t[u].sub(c)._unit()._perp());for(var y=u;y<l;y++)if(!(d=y===l-1?s?t[u+1]:void 0:t[y+1])||!t[y].equals(d)){g&&(v=g),c&&(p=c),c=t[y],g=d?d.sub(c)._unit()._perp():v;var m=(v=v||g).add(g);0===m.x&&0===m.y||m._unit();var x=v.x*g.x+v.y*g.y,b=m.x*g.x+m.y*g.y,_=0!==b?1/b:1/0,w=2*Math.sqrt(2-2*b),T=b<ll&&p&&d,k=v.x*g.y-v.y*g.x>0;if(T&&y>u){var A=c.dist(p);if(A>2*f){var M=c.sub(c.sub(p)._mult(f/A)._round());this.updateDistance(p,M),this.addCurrentVertex(M,v,0,0,h),p=M}}var S=p&&d,E=S?r:s?\"butt\":n;if(S&&\"round\"===E&&(_<a?E=\"miter\":_<=2&&(E=\"fakeround\")),\"miter\"===E&&_>i&&(E=\"bevel\"),\"bevel\"===E&&(_>2&&(E=\"flipbevel\"),_<i&&(E=\"miter\")),p&&this.updateDistance(p,c),\"miter\"===E)m._mult(_),this.addCurrentVertex(c,m,0,0,h);else if(\"flipbevel\"===E){if(_>100)m=g.mult(-1);else{var L=_*v.add(g).mag()/v.sub(g).mag();m._perp()._mult(L*(k?-1:1))}this.addCurrentVertex(c,m,0,0,h),this.addCurrentVertex(c,m.mult(-1),0,0,h)}else if(\"bevel\"===E||\"fakeround\"===E){var C=-Math.sqrt(_*_-1),P=k?C:0,O=k?0:C;if(p&&this.addCurrentVertex(c,v,P,O,h),\"fakeround\"===E)for(var I=Math.round(180*w/Math.PI/20),D=1;D<I;D++){var z=D/I;if(.5!==z){var R=z-.5;z+=z*R*(z-1)*((1.0904+x*(x*(3.55645-1.43519*x)-3.2452))*R*R+(.848013+x*(.215638*x-1.06021)))}var F=g.sub(v)._mult(z)._add(v)._unit()._mult(k?-1:1);this.addHalfVertex(c,F.x,F.y,!1,k,0,h)}d&&this.addCurrentVertex(c,g,-P,-O,h)}else if(\"butt\"===E)this.addCurrentVertex(c,m,0,0,h);else if(\"square\"===E){var B=p?1:-1;this.addCurrentVertex(c,m,B,B,h)}else\"round\"===E&&(p&&(this.addCurrentVertex(c,v,0,0,h),this.addCurrentVertex(c,v,1,1,h,!0)),d&&(this.addCurrentVertex(c,g,-1,-1,h,!0),this.addCurrentVertex(c,g,0,0,h)));if(T&&y<l-1){var N=c.dist(d);if(N>2*f){var j=c.add(d.sub(c)._mult(f/N)._round());this.updateDistance(c,j),this.addCurrentVertex(j,g,0,0,h),c=j}}}}},cl.prototype.addCurrentVertex=function(t,e,r,n,i,a){void 0===a&&(a=!1);var o=e.x+e.y*r,s=e.y-e.x*r,l=-e.x+e.y*n,u=-e.y-e.x*n;this.addHalfVertex(t,o,s,a,!1,r,i),this.addHalfVertex(t,l,u,a,!0,-n,i),this.distance>ul/2&&0===this.totalDistance&&(this.distance=0,this.addCurrentVertex(t,e,r,n,i,a))},cl.prototype.addHalfVertex=function(t,e,r,n,i,a,o){var s=t.x,l=t.y,u=.5*this.scaledDistance;this.layoutVertexArray.emplaceBack((s<<1)+(n?1:0),(l<<1)+(i?1:0),Math.round(63*e)+128,Math.round(63*r)+128,1+(0===a?0:a<0?-1:1)|(63&u)<<2,u>>6);var c=o.vertexLength++;this.e1>=0&&this.e2>=0&&(this.indexArray.emplaceBack(this.e1,this.e2,c),o.primitiveLength++),i?this.e2=c:this.e1=c},cl.prototype.updateScaledDistance=function(){this.scaledDistance=this.totalDistance>0?(this.clipStart+(this.clipEnd-this.clipStart)*this.distance/this.totalDistance)*(ul-1):this.distance},cl.prototype.updateDistance=function(t,e){this.distance+=t.dist(e),this.updateScaledDistance()},ni(\"LineBucket\",cl,{omit:[\"layers\",\"patternFeatures\"]});var fl=new Gi({\"line-cap\":new ji(Dt.layout_line[\"line-cap\"]),\"line-join\":new Ui(Dt.layout_line[\"line-join\"]),\"line-miter-limit\":new ji(Dt.layout_line[\"line-miter-limit\"]),\"line-round-limit\":new ji(Dt.layout_line[\"line-round-limit\"]),\"line-sort-key\":new Ui(Dt.layout_line[\"line-sort-key\"])}),hl={paint:new Gi({\"line-opacity\":new Ui(Dt.paint_line[\"line-opacity\"]),\"line-color\":new Ui(Dt.paint_line[\"line-color\"]),\"line-translate\":new ji(Dt.paint_line[\"line-translate\"]),\"line-translate-anchor\":new ji(Dt.paint_line[\"line-translate-anchor\"]),\"line-width\":new Ui(Dt.paint_line[\"line-width\"]),\"line-gap-width\":new Ui(Dt.paint_line[\"line-gap-width\"]),\"line-offset\":new Ui(Dt.paint_line[\"line-offset\"]),\"line-blur\":new Ui(Dt.paint_line[\"line-blur\"]),\"line-dasharray\":new Hi(Dt.paint_line[\"line-dasharray\"]),\"line-pattern\":new Vi(Dt.paint_line[\"line-pattern\"]),\"line-gradient\":new qi(Dt.paint_line[\"line-gradient\"])}),layout:fl},pl=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.possiblyEvaluate=function(e,r){return r=new Pi(Math.floor(r.zoom),{now:r.now,fadeDuration:r.fadeDuration,zoomHistory:r.zoomHistory,transition:r.transition}),t.prototype.possiblyEvaluate.call(this,e,r)},e.prototype.evaluate=function(e,r,n,i){return r=f({},r,{zoom:Math.floor(r.zoom)}),t.prototype.evaluate.call(this,e,r,n,i)},e}(Ui),dl=new pl(hl.paint.properties[\"line-width\"].specification);dl.useIntegerZoom=!0;var vl=function(t){function e(e){t.call(this,e,hl)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._handleSpecialPaintPropertyUpdate=function(t){\"line-gradient\"===t&&this._updateGradient()},e.prototype._updateGradient=function(){var t=this._transitionablePaint._values[\"line-gradient\"].value.expression;this.gradient=Jo(t,\"lineProgress\"),this.gradientTexture=null},e.prototype.recalculate=function(e,r){t.prototype.recalculate.call(this,e,r),this.paint._values[\"line-floorwidth\"]=dl.possiblyEvaluate(this._transitioningPaint._values[\"line-width\"].value,e)},e.prototype.createBucket=function(t){return new cl(t)},e.prototype.queryRadius=function(t){var e=t,r=gl(Eo(\"line-width\",this,e),Eo(\"line-gap-width\",this,e)),n=Eo(\"line-offset\",this,e);return r/2+Math.abs(n)+Lo(this.paint.get(\"line-translate\"))},e.prototype.queryIntersectsFeature=function(t,e,r,n,i,o,s){var l=Co(t,this.paint.get(\"line-translate\"),this.paint.get(\"line-translate-anchor\"),o.angle,s),u=s/2*gl(this.paint.get(\"line-width\").evaluate(e,r),this.paint.get(\"line-gap-width\").evaluate(e,r)),c=this.paint.get(\"line-offset\").evaluate(e,r);return c&&(n=function(t,e){for(var r=[],n=new a(0,0),i=0;i<t.length;i++){for(var o=t[i],s=[],l=0;l<o.length;l++){var u=o[l-1],c=o[l],f=o[l+1],h=0===l?n:c.sub(u)._unit()._perp(),p=l===o.length-1?n:f.sub(c)._unit()._perp(),d=h._add(p)._unit(),v=d.x*p.x+d.y*p.y;d._mult(1/v),s.push(d._mult(e)._add(c))}r.push(s)}return r}(n,c*s)),function(t,e,r){for(var n=0;n<e.length;n++){var i=e[n];if(t.length>=3)for(var a=0;a<i.length;a++)if(Mo(t,i[a]))return!0;if(bo(t,i,r))return!0}return!1}(l,n,u)},e.prototype.isTileClipped=function(){return!0},e}(Yi);function gl(t,e){return e>0?e+2*t:t}var 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Yl=3;function Wl(t,e,r){1===t&&r.readMessage(Xl,e)}function Xl(t,e,r){if(3===t){var n=r.readMessage(Jl,{}),i=n.id,a=n.bitmap,o=n.width,s=n.height,l=n.left,u=n.top,c=n.advance;e.push({id:i,bitmap:new Yo({width:o+2*Yl,height:s+2*Yl},a),metrics:{width:o,height:s,left:l,top:u,advance:c}})}}function Jl(t,e,r){1===t?e.id=r.readVarint():2===t?e.bitmap=r.readBytes():3===t?e.width=r.readVarint():4===t?e.height=r.readVarint():5===t?e.left=r.readSVarint():6===t?e.top=r.readSVarint():7===t&&(e.advance=r.readVarint())}var Kl=Yl;function $l(t){for(var e=0,r=0,n=0,i=t;n<i.length;n+=1){var a=i[n];e+=a.w*a.h,r=Math.max(r,a.w)}t.sort((function(t,e){return e.h-t.h}));for(var o=[{x:0,y:0,w:Math.max(Math.ceil(Math.sqrt(e/.95)),r),h:1/0}],s=0,l=0,u=0,c=t;u<c.length;u+=1)for(var f=c[u],h=o.length-1;h>=0;h--){var p=o[h];if(!(f.w>p.w||f.h>p.h)){if(f.x=p.x,f.y=p.y,l=Math.max(l,f.y+f.h),s=Math.max(s,f.x+f.w),f.w===p.w&&f.h===p.h){var d=o.pop();h<o.length&&(o[h]=d)}else 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t.dispatchRenderCallbacks(this.haveRenderCallbacks),t.updatedImages)this.patchUpdatedImage(this.iconPositions[r],t.getImage(r),e),this.patchUpdatedImage(this.patternPositions[r],t.getImage(r),e)},ru.prototype.patchUpdatedImage=function(t,e,r){if(t&&e&&t.version!==e.version){t.version=e.version;var n=t.tl,i=n[0],a=n[1];r.update(e.data,void 0,{x:i,y:a})}},ni(\"ImagePosition\",tu),ni(\"ImageAtlas\",ru);var nu={horizontal:1,vertical:2,horizontalOnly:3},iu=-17;var au=function(){this.scale=1,this.fontStack=\"\",this.imageName=null};au.forText=function(t,e){var r=new au;return r.scale=t||1,r.fontStack=e,r},au.forImage=function(t){var e=new au;return e.imageName=t,e};var ou=function(){this.text=\"\",this.sectionIndex=[],this.sections=[],this.imageSectionID=null};function su(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v){var g,y=ou.fromFeature(t,i);f===nu.vertical&&y.verticalizePunctuation();var m=Ci.processBidirectionalText,x=Ci.processStyledBidirectionalText;if(m&&1===y.sections.length){g=[];for(var b=0,_=m(y.toString(),vu(y,u,a,e,n,p,d));b<_.length;b+=1){var w=_[b],T=new ou;T.text=w,T.sections=y.sections;for(var k=0;k<w.length;k++)T.sectionIndex.push(0);g.push(T)}}else if(x){g=[];for(var A=0,M=x(y.text,y.sectionIndex,vu(y,u,a,e,n,p,d));A<M.length;A+=1){var S=M[A],E=new ou;E.text=S[0],E.sectionIndex=S[1],E.sections=y.sections,g.push(E)}}else g=function(t,e){for(var r=[],n=t.text,i=0,a=0,o=e;a<o.length;a+=1){var s=o[a];r.push(t.substring(i,s)),i=s}return i<n.length&&r.push(t.substring(i,n.length)),r}(y,vu(y,u,a,e,n,p,d));var L=[],C={positionedLines:L,text:y.toString(),top:c[1],bottom:c[1],left:c[0],right:c[0],writingMode:f,iconsInText:!1,verticalizable:!1};return function(t,e,r,n,i,a,o,s,l,u,c,f){for(var h=0,p=iu,d=0,v=0,g=\"right\"===s?1:\"left\"===s?0:.5,y=0,m=0,x=i;m<x.length;m+=1){var b=x[m];b.trim();var _=b.getMaxScale(),w=(_-1)*kl,T={positionedGlyphs:[],lineOffset:0};t.positionedLines[y]=T;var k=T.positionedGlyphs,A=0;if(b.length()){for(var M=0;M<b.length();M++){var S=b.getSection(M),E=b.getSectionIndex(M),L=b.getCharCode(M),C=0,P=null,O=null,I=null,D=kl,z=!(l===nu.horizontal||!c&&!hi(L)||c&&(lu[L]||di(L)));if(S.imageName){var R=n[S.imageName];if(!R)continue;I=S.imageName,t.iconsInText=t.iconsInText||!0,O=R.paddedRect;var F=R.displaySize;S.scale=S.scale*kl/f,P={width:F[0],height:F[1],left:Ql,top:-Kl,advance:z?F[1]:F[0]},C=w+(kl-F[1]*S.scale),D=P.advance;var B=z?F[0]*S.scale-kl*_:F[1]*S.scale-kl*_;B>0&&B>A&&(A=B)}else{var N=r[S.fontStack],j=N&&N[L];if(j&&j.rect)O=j.rect,P=j.metrics;else{var U=e[S.fontStack],V=U&&U[L];if(!V)continue;P=V.metrics}C=(_-S.scale)*kl}z?(t.verticalizable=!0,k.push({glyph:L,imageName:I,x:h,y:p+C,vertical:z,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:O}),h+=D*S.scale+u):(k.push({glyph:L,imageName:I,x:h,y:p+C,vertical:z,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:O}),h+=P.advance*S.scale+u)}if(0!==k.length){var H=h-u;d=Math.max(H,d),yu(k,0,k.length-1,g,A)}h=0;var q=a*_+A;T.lineOffset=Math.max(A,w),p+=q,v=Math.max(q,v),++y}else p+=a,++y}var G=p-iu,Z=gu(o),Y=Z.horizontalAlign,W=Z.verticalAlign;(function(t,e,r,n,i,a,o,s,l){var u=(e-r)*i,c=0;c=a!==o?-s*n-iu:(-n*l+.5)*o;for(var f=0,h=t;f<h.length;f+=1)for(var p=0,d=h[f].positionedGlyphs;p<d.length;p+=1){var v=d[p];v.x+=u,v.y+=c}})(t.positionedLines,g,Y,W,d,v,a,G,i.length),t.top+=-W*G,t.bottom=t.top+G,t.left+=-Y*d,t.right=t.left+d}(C,e,r,n,g,o,s,l,f,u,h,v),!function(t){for(var e=0,r=t;e<r.length;e+=1)if(0!==r[e].positionedGlyphs.length)return!1;return!0}(L)&&C}ou.fromFeature=function(t,e){for(var r=new ou,n=0;n<t.sections.length;n++){var i=t.sections[n];i.image?r.addImageSection(i):r.addTextSection(i,e)}return r},ou.prototype.length=function(){return this.text.length},ou.prototype.getSection=function(t){return this.sections[this.sectionIndex[t]]},ou.prototype.getSectionIndex=function(t){return this.sectionIndex[t]},ou.prototype.getCharCode=function(t){return this.text.charCodeAt(t)},ou.prototype.verticalizePunctuation=function(){this.text=function(t){for(var e=\"\",r=0;r<t.length;r++){var n=t.charCodeAt(r+1)||null,i=t.charCodeAt(r-1)||null;n&&pi(n)&&!Tl[t[r+1]]||i&&pi(i)&&!Tl[t[r-1]]||!Tl[t[r]]?e+=t[r]:e+=Tl[t[r]]}return e}(this.text)},ou.prototype.trim=function(){for(var t=0,e=0;e<this.text.length&&lu[this.text.charCodeAt(e)];e++)t++;for(var r=this.text.length,n=this.text.length-1;n>=0&&n>=t&&lu[this.text.charCodeAt(n)];n--)r--;this.text=this.text.substring(t,r),this.sectionIndex=this.sectionIndex.slice(t,r)},ou.prototype.substring=function(t,e){var r=new ou;return r.text=this.text.substring(t,e),r.sectionIndex=this.sectionIndex.slice(t,e),r.sections=this.sections,r},ou.prototype.toString=function(){return this.text},ou.prototype.getMaxScale=function(){var t=this;return this.sectionIndex.reduce((function(e,r){return Math.max(e,t.sections[r].scale)}),0)},ou.prototype.addTextSection=function(t,e){this.text+=t.text,this.sections.push(au.forText(t.scale,t.fontStack||e));for(var r=this.sections.length-1,n=0;n<t.text.length;++n)this.sectionIndex.push(r)},ou.prototype.addImageSection=function(t){var e=t.image?t.image.name:\"\";if(0!==e.length){var r=this.getNextImageSectionCharCode();r?(this.text+=String.fromCharCode(r),this.sections.push(au.forImage(e)),this.sectionIndex.push(this.sections.length-1)):w(\"Reached maximum number of images 6401\")}else w(\"Can't add FormattedSection with an empty image.\")},ou.prototype.getNextImageSectionCharCode=function(){return this.imageSectionID?this.imageSectionID>=63743?null:++this.imageSectionID:(this.imageSectionID=57344,this.imageSectionID)};var lu={9:!0,10:!0,11:!0,12:!0,13:!0,32:!0},uu={};function cu(t,e,r,n,i,a){if(e.imageName){var o=n[e.imageName];return o?o.displaySize[0]*e.scale*kl/a+i:0}var s=r[e.fontStack],l=s&&s[t];return l?l.metrics.advance*e.scale+i:0}function fu(t,e,r,n){var i=Math.pow(t-e,2);return n?t<e?i/2:2*i:i+Math.abs(r)*r}function hu(t,e,r){var n=0;return 10===t&&(n-=1e4),r&&(n+=150),40!==t&&65288!==t||(n+=50),41!==e&&65289!==e||(n+=50),n}function pu(t,e,r,n,i,a){for(var o=null,s=fu(e,r,i,a),l=0,u=n;l<u.length;l+=1){var c=u[l],f=fu(e-c.x,r,i,a)+c.badness;f<=s&&(o=c,s=f)}return{index:t,x:e,priorBreak:o,badness:s}}function du(t){return t?du(t.priorBreak).concat(t.index):[]}function vu(t,e,r,n,i,a,o){if(\"point\"!==a)return[];if(!t)return[];for(var s=[],l=function(t,e,r,n,i,a){for(var o=0,s=0;s<t.length();s++){var l=t.getSection(s);o+=cu(t.getCharCode(s),l,n,i,e,a)}return o/Math.max(1,Math.ceil(o/r))}(t,e,r,n,i,o),u=t.text.indexOf(\"​\")>=0,c=0,f=0;f<t.length();f++){var h=t.getSection(f),p=t.getCharCode(f);if(lu[p]||(c+=cu(p,h,n,i,e,o)),f<t.length()-1){var d=!((v=p)<11904||!(ci[\"Bopomofo Extended\"](v)||ci.Bopomofo(v)||ci[\"CJK Compatibility Forms\"](v)||ci[\"CJK Compatibility 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yu(t,e,r,n,i){if(n||i)for(var a=t[r],o=a.metrics.advance*a.scale,s=(t[r].x+o)*n,l=e;l<=r;l++)t[l].x-=s,t[l].y+=i}function mu(t,e,r,n,i,a){var o,s=t.image;if(s.content){var l=s.content,u=s.pixelRatio||1;o=[l[0]/u,l[1]/u,s.displaySize[0]-l[2]/u,s.displaySize[1]-l[3]/u]}var c,f,h,p,d=e.left*a,v=e.right*a;\"width\"===r||\"both\"===r?(p=i[0]+d-n[3],f=i[0]+v+n[1]):f=(p=i[0]+(d+v-s.displaySize[0])/2)+s.displaySize[0];var g=e.top*a,y=e.bottom*a;return\"height\"===r||\"both\"===r?(c=i[1]+g-n[0],h=i[1]+y+n[2]):h=(c=i[1]+(g+y-s.displaySize[1])/2)+s.displaySize[1],{image:s,top:c,right:f,bottom:h,left:p,collisionPadding:o}}uu[10]=!0,uu[32]=!0,uu[38]=!0,uu[40]=!0,uu[41]=!0,uu[43]=!0,uu[45]=!0,uu[47]=!0,uu[173]=!0,uu[183]=!0,uu[8203]=!0,uu[8208]=!0,uu[8211]=!0,uu[8231]=!0;var xu=function(t){function e(e,r,n,i){t.call(this,e,r),this.angle=n,void 0!==i&&(this.segment=i)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.clone=function(){return new 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Oa,this.collisionVertexArray=new ca};oc.prototype.upload=function(t){this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,this.layoutAttributes),this.indexBuffer=t.createIndexBuffer(this.indexArray),this.collisionVertexBuffer=t.createVertexBuffer(this.collisionVertexArray,xl.members,!0)},oc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.segments.destroy(),this.collisionVertexBuffer.destroy())},ni(\"CollisionBuffers\",oc);var sc=function(t){this.collisionBoxArray=t.collisionBoxArray,this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.pixelRatio=t.pixelRatio,this.sourceLayerIndex=t.sourceLayerIndex,this.hasPattern=!1,this.hasRTLText=!1,this.sortKeyRanges=[],this.collisionCircleArray=[],this.placementInvProjMatrix=Do([]),this.placementViewportMatrix=Do([]);var e=this.layers[0]._unevaluatedLayout._values;this.textSizeData=_u(this.zoom,e[\"text-size\"]),this.iconSizeData=_u(this.zoom,e[\"icon-size\"]);var r=this.layers[0].layout,n=r.get(\"symbol-sort-key\"),i=r.get(\"symbol-z-order\");this.sortFeaturesByKey=\"viewport-y\"!==i&&void 0!==n.constantOr(1);var a=\"viewport-y\"===i||\"auto\"===i&&!this.sortFeaturesByKey;this.sortFeaturesByY=a&&(r.get(\"text-allow-overlap\")||r.get(\"icon-allow-overlap\")||r.get(\"text-ignore-placement\")||r.get(\"icon-ignore-placement\")),\"point\"===r.get(\"symbol-placement\")&&(this.writingModes=r.get(\"text-writing-mode\").map((function(t){return nu[t]}))),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id})),this.sourceID=t.sourceID};sc.prototype.createArrays=function(){this.text=new ac(new so(yl.members,this.layers,this.zoom,(function(t){return/^text/.test(t)}))),this.icon=new ac(new so(yl.members,this.layers,this.zoom,(function(t){return/^icon/.test(t)}))),this.glyphOffsetArray=new Sa,this.lineVertexArray=new Ea,this.symbolInstances=new Ma},sc.prototype.calculateGlyphDependencies=function(t,e,r,n,i){for(var a=0;a<t.length;a++)if(e[t.charCodeAt(a)]=!0,(r||n)&&i){var o=Tl[t.charAt(a)];o&&(e[o.charCodeAt(0)]=!0)}},sc.prototype.populate=function(t,e,r){var n=this.layers[0],i=n.layout,a=i.get(\"text-font\"),o=i.get(\"text-field\"),s=i.get(\"icon-image\"),l=(\"constant\"!==o.value.kind||o.value.value instanceof ue&&!o.value.value.isEmpty()||o.value.value.toString().length>0)&&(\"constant\"!==a.value.kind||a.value.value.length>0),u=\"constant\"!==s.value.kind||!!s.value.value||Object.keys(s.parameters).length>0,c=i.get(\"symbol-sort-key\");if(this.features=[],l||u){for(var f=e.iconDependencies,h=e.glyphDependencies,p=e.availableImages,d=new Pi(this.zoom),v=0,g=t;v<g.length;v+=1){var y=g[v],m=y.feature,x=y.id,b=y.index,_=y.sourceLayerIndex,w=n._featureFilter.needGeometry,T={type:m.type,id:x,properties:m.properties,geometry:w?po(m):[]};if(n._featureFilter.filter(d,T,r)){w||(T.geometry=po(m));var k=void 0;if(l){var A=n.getValueAndResolveTokens(\"text-field\",T,r,p),M=ue.factory(A);ic(M)&&(this.hasRTLText=!0),(!this.hasRTLText||\"unavailable\"===Ei()||this.hasRTLText&&Ci.isParsed())&&(k=wl(M,n,T))}var S=void 0;if(u){var E=n.getValueAndResolveTokens(\"icon-image\",T,r,p);S=E instanceof ce?E:ce.fromString(E)}if(k||S){var L=this.sortFeaturesByKey?c.evaluate(T,{},r):void 0,C={id:x,text:k,icon:S,index:b,sourceLayerIndex:_,geometry:po(m),properties:m.properties,type:tc[m.type],sortKey:L};if(this.features.push(C),S&&(f[S.name]=!0),k){var P=a.evaluate(T,{},r).join(\",\"),O=\"map\"===i.get(\"text-rotation-alignment\")&&\"point\"!==i.get(\"symbol-placement\");this.allowVerticalPlacement=this.writingModes&&this.writingModes.indexOf(nu.vertical)>=0;for(var I=0,D=k.sections;I<D.length;I+=1){var z=D[I];if(z.image)f[z.image.name]=!0;else{var R=fi(k.toString()),F=z.fontStack||P,B=h[F]=h[F]||{};this.calculateGlyphDependencies(z.text,B,O,this.allowVerticalPlacement,R)}}}}}}\"line\"===i.get(\"symbol-placement\")&&(this.features=function(t){var e={},r={},n=[],i=0;function a(e){n.push(t[e]),i++}function o(t,e,i){var a=r[t];return delete r[t],r[e]=a,n[a].geometry[0].pop(),n[a].geometry[0]=n[a].geometry[0].concat(i[0]),a}function s(t,r,i){var a=e[r];return delete e[r],e[t]=a,n[a].geometry[0].shift(),n[a].geometry[0]=i[0].concat(n[a].geometry[0]),a}function l(t,e,r){var n=r?e[0][e[0].length-1]:e[0][0];return t+\":\"+n.x+\":\"+n.y}for(var u=0;u<t.length;u++){var c=t[u],f=c.geometry,h=c.text?c.text.toString():null;if(h){var p=l(h,f),d=l(h,f,!0);if(p in r&&d in e&&r[p]!==e[d]){var v=s(p,d,f),g=o(p,d,n[v].geometry);delete e[p],delete r[d],r[l(h,n[g].geometry,!0)]=g,n[v].geometry=null}else p in r?o(p,d,f):d in e?s(p,d,f):(a(u),e[p]=i-1,r[d]=i-1)}else a(u)}return n.filter((function(t){return t.geometry}))}(this.features)),this.sortFeaturesByKey&&this.features.sort((function(t,e){return t.sortKey-e.sortKey}))}},sc.prototype.update=function(t,e,r){this.stateDependentLayers.length&&(this.text.programConfigurations.updatePaintArrays(t,e,this.layers,r),this.icon.programConfigurations.updatePaintArrays(t,e,this.layers,r))},sc.prototype.isEmpty=function(){return 0===this.symbolInstances.length&&!this.hasRTLText},sc.prototype.uploadPending=function(){return!this.uploaded||this.text.programConfigurations.needsUpload||this.icon.programConfigurations.needsUpload},sc.prototype.upload=function(t){!this.uploaded&&this.hasDebugData()&&(this.textCollisionBox.upload(t),this.iconCollisionBox.upload(t)),this.text.upload(t,this.sortFeaturesByY,!this.uploaded,this.text.programConfigurations.needsUpload),this.icon.upload(t,this.sortFeaturesByY,!this.uploaded,this.icon.programConfigurations.needsUpload),this.uploaded=!0},sc.prototype.destroyDebugData=function(){this.textCollisionBox.destroy(),this.iconCollisionBox.destroy()},sc.prototype.destroy=function(){this.text.destroy(),this.icon.destroy(),this.hasDebugData()&&this.destroyDebugData()},sc.prototype.addToLineVertexArray=function(t,e){var r=this.lineVertexArray.length;if(void 0!==t.segment){for(var n=t.dist(e[t.segment+1]),i=t.dist(e[t.segment]),a={},o=t.segment+1;o<e.length;o++)a[o]={x:e[o].x,y:e[o].y,tileUnitDistanceFromAnchor:n},o<e.length-1&&(n+=e[o+1].dist(e[o]));for(var s=t.segment||0;s>=0;s--)a[s]={x:e[s].x,y:e[s].y,tileUnitDistanceFromAnchor:i},s>0&&(i+=e[s-1].dist(e[s]));for(var l=0;l<e.length;l++){var u=a[l];this.lineVertexArray.emplaceBack(u.x,u.y,u.tileUnitDistanceFromAnchor)}}return{lineStartIndex:r,lineLength:this.lineVertexArray.length-r}},sc.prototype.addSymbols=function(t,e,r,n,i,a,o,s,l,u,c,f){for(var h=t.indexArray,p=t.layoutVertexArray,d=t.segments.prepareSegment(4*e.length,p,h,a.sortKey),v=this.glyphOffsetArray.length,g=d.vertexLength,y=this.allowVerticalPlacement&&o===nu.vertical?Math.PI/2:0,m=a.text&&a.text.sections,x=0;x<e.length;x++){var b=e[x],_=b.tl,w=b.tr,T=b.bl,k=b.br,A=b.tex,M=b.pixelOffsetTL,S=b.pixelOffsetBR,E=b.minFontScaleX,L=b.minFontScaleY,C=b.glyphOffset,P=b.isSDF,O=b.sectionIndex,I=d.vertexLength,D=C[1];rc(p,s.x,s.y,_.x,D+_.y,A.x,A.y,r,P,M.x,M.y,E,L),rc(p,s.x,s.y,w.x,D+w.y,A.x+A.w,A.y,r,P,S.x,M.y,E,L),rc(p,s.x,s.y,T.x,D+T.y,A.x,A.y+A.h,r,P,M.x,S.y,E,L),rc(p,s.x,s.y,k.x,D+k.y,A.x+A.w,A.y+A.h,r,P,S.x,S.y,E,L),nc(t.dynamicLayoutVertexArray,s,y),h.emplaceBack(I,I+1,I+2),h.emplaceBack(I+1,I+2,I+3),d.vertexLength+=4,d.primitiveLength+=2,this.glyphOffsetArray.emplaceBack(C[0]),x!==e.length-1&&O===e[x+1].sectionIndex||t.programConfigurations.populatePaintArrays(p.length,a,a.index,{},f,m&&m[O])}t.placedSymbolArray.emplaceBack(s.x,s.y,v,this.glyphOffsetArray.length-v,g,l,u,s.segment,r?r[0]:0,r?r[1]:0,n[0],n[1],o,0,!1,0,c)},sc.prototype._addCollisionDebugVertex=function(t,e,r,n,i,a){return e.emplaceBack(0,0),t.emplaceBack(r.x,r.y,n,i,Math.round(a.x),Math.round(a.y))},sc.prototype.addCollisionDebugVertices=function(t,e,r,n,i,o,s){var l=i.segments.prepareSegment(4,i.layoutVertexArray,i.indexArray),u=l.vertexLength,c=i.layoutVertexArray,f=i.collisionVertexArray,h=s.anchorX,p=s.anchorY;this._addCollisionDebugVertex(c,f,o,h,p,new a(t,e)),this._addCollisionDebugVertex(c,f,o,h,p,new a(r,e)),this._addCollisionDebugVertex(c,f,o,h,p,new a(r,n)),this._addCollisionDebugVertex(c,f,o,h,p,new a(t,n)),l.vertexLength+=4;var d=i.indexArray;d.emplaceBack(u,u+1),d.emplaceBack(u+1,u+2),d.emplaceBack(u+2,u+3),d.emplaceBack(u+3,u),l.primitiveLength+=4},sc.prototype.addDebugCollisionBoxes=function(t,e,r,n){for(var i=t;i<e;i++){var a=this.collisionBoxArray.get(i),o=a.x1,s=a.y1,l=a.x2,u=a.y2;this.addCollisionDebugVertices(o,s,l,u,n?this.textCollisionBox:this.iconCollisionBox,a.anchorPoint,r)}},sc.prototype.generateCollisionDebugBuffers=function(){this.hasDebugData()&&this.destroyDebugData(),this.textCollisionBox=new oc(la,bl.members,ya),this.iconCollisionBox=new oc(la,bl.members,ya);for(var t=0;t<this.symbolInstances.length;t++){var e=this.symbolInstances.get(t);this.addDebugCollisionBoxes(e.textBoxStartIndex,e.textBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.verticalTextBoxStartIndex,e.verticalTextBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.iconBoxStartIndex,e.iconBoxEndIndex,e,!1),this.addDebugCollisionBoxes(e.verticalIconBoxStartIndex,e.verticalIconBoxEndIndex,e,!1)}},sc.prototype._deserializeCollisionBoxesForSymbol=function(t,e,r,n,i,a,o,s,l){for(var u={},c=e;c<r;c++){var f=t.get(c);u.textBox={x1:f.x1,y1:f.y1,x2:f.x2,y2:f.y2,anchorPointX:f.anchorPointX,anchorPointY:f.anchorPointY},u.textFeatureIndex=f.featureIndex;break}for(var h=n;h<i;h++){var p=t.get(h);u.verticalTextBox={x1:p.x1,y1:p.y1,x2:p.x2,y2:p.y2,anchorPointX:p.anchorPointX,anchorPointY:p.anchorPointY},u.verticalTextFeatureIndex=p.featureIndex;break}for(var d=a;d<o;d++){var v=t.get(d);u.iconBox={x1:v.x1,y1:v.y1,x2:v.x2,y2:v.y2,anchorPointX:v.anchorPointX,anchorPointY:v.anchorPointY},u.iconFeatureIndex=v.featureIndex;break}for(var g=s;g<l;g++){var y=t.get(g);u.verticalIconBox={x1:y.x1,y1:y.y1,x2:y.x2,y2:y.y2,anchorPointX:y.anchorPointX,anchorPointY:y.anchorPointY},u.verticalIconFeatureIndex=y.featureIndex;break}return u},sc.prototype.deserializeCollisionBoxes=function(t){this.collisionArrays=[];for(var e=0;e<this.symbolInstances.length;e++){var r=this.symbolInstances.get(e);this.collisionArrays.push(this._deserializeCollisionBoxesForSymbol(t,r.textBoxStartIndex,r.textBoxEndIndex,r.verticalTextBoxStartIndex,r.verticalTextBoxEndIndex,r.iconBoxStartIndex,r.iconBoxEndIndex,r.verticalIconBoxStartIndex,r.verticalIconBoxEndIndex))}},sc.prototype.hasTextData=function(){return this.text.segments.get().length>0},sc.prototype.hasIconData=function(){return this.icon.segments.get().length>0},sc.prototype.hasDebugData=function(){return this.textCollisionBox&&this.iconCollisionBox},sc.prototype.hasTextCollisionBoxData=function(){return this.hasDebugData()&&this.textCollisionBox.segments.get().length>0},sc.prototype.hasIconCollisionBoxData=function(){return this.hasDebugData()&&this.iconCollisionBox.segments.get().length>0},sc.prototype.addIndicesForPlacedSymbol=function(t,e){for(var r=t.placedSymbolArray.get(e),n=r.vertexStartIndex+4*r.numGlyphs,i=r.vertexStartIndex;i<n;i+=4)t.indexArray.emplaceBack(i,i+1,i+2),t.indexArray.emplaceBack(i+1,i+2,i+3)},sc.prototype.getSortedSymbolIndexes=function(t){if(this.sortedAngle===t&&void 0!==this.symbolInstanceIndexes)return this.symbolInstanceIndexes;for(var e=Math.sin(t),r=Math.cos(t),n=[],i=[],a=[],o=0;o<this.symbolInstances.length;++o){a.push(o);var s=this.symbolInstances.get(o);n.push(0|Math.round(e*s.anchorX+r*s.anchorY)),i.push(s.featureIndex)}return a.sort((function(t,e){return n[t]-n[e]||i[e]-i[t]})),a},sc.prototype.addToSortKeyRanges=function(t,e){var r=this.sortKeyRanges[this.sortKeyRanges.length-1];r&&r.sortKey===e?r.symbolInstanceEnd=t+1:this.sortKeyRanges.push({sortKey:e,symbolInstanceStart:t,symbolInstanceEnd:t+1})},sc.prototype.sortFeatures=function(t){var e=this;if(this.sortFeaturesByY&&this.sortedAngle!==t&&!(this.text.segments.get().length>1||this.icon.segments.get().length>1)){this.symbolInstanceIndexes=this.getSortedSymbolIndexes(t),this.sortedAngle=t,this.text.indexArray.clear(),this.icon.indexArray.clear(),this.featureSortOrder=[];for(var r=0,n=this.symbolInstanceIndexes;r<n.length;r+=1){var i=n[r],a=this.symbolInstances.get(i);this.featureSortOrder.push(a.featureIndex),[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t,r,n){t>=0&&n.indexOf(t)===r&&e.addIndicesForPlacedSymbol(e.text,t)})),a.verticalPlacedTextSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.text,a.verticalPlacedTextSymbolIndex),a.placedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.placedIconSymbolIndex),a.verticalPlacedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.verticalPlacedIconSymbolIndex)}this.text.indexBuffer&&this.text.indexBuffer.updateData(this.text.indexArray),this.icon.indexBuffer&&this.icon.indexBuffer.updateData(this.icon.indexArray)}},ni(\"SymbolBucket\",sc,{omit:[\"layers\",\"collisionBoxArray\",\"features\",\"compareText\"]}),sc.MAX_GLYPHS=65535,sc.addDynamicAttributes=nc;var lc=new Gi({\"symbol-placement\":new ji(Dt.layout_symbol[\"symbol-placement\"]),\"symbol-spacing\":new ji(Dt.layout_symbol[\"symbol-spacing\"]),\"symbol-avoid-edges\":new ji(Dt.layout_symbol[\"symbol-avoid-edges\"]),\"symbol-sort-key\":new Ui(Dt.layout_symbol[\"symbol-sort-key\"]),\"symbol-z-order\":new ji(Dt.layout_symbol[\"symbol-z-order\"]),\"icon-allow-overlap\":new ji(Dt.layout_symbol[\"icon-allow-overlap\"]),\"icon-ignore-placement\":new ji(Dt.layout_symbol[\"icon-ignore-placement\"]),\"icon-optional\":new ji(Dt.layout_symbol[\"icon-optional\"]),\"icon-rotation-alignment\":new ji(Dt.layout_symbol[\"icon-rotation-alignment\"]),\"icon-size\":new Ui(Dt.layout_symbol[\"icon-size\"]),\"icon-text-fit\":new ji(Dt.layout_symbol[\"icon-text-fit\"]),\"icon-text-fit-padding\":new ji(Dt.layout_symbol[\"icon-text-fit-padding\"]),\"icon-image\":new Ui(Dt.layout_symbol[\"icon-image\"]),\"icon-rotate\":new Ui(Dt.layout_symbol[\"icon-rotate\"]),\"icon-padding\":new ji(Dt.layout_symbol[\"icon-padding\"]),\"icon-keep-upright\":new ji(Dt.layout_symbol[\"icon-keep-upright\"]),\"icon-offset\":new Ui(Dt.layout_symbol[\"icon-offset\"]),\"icon-anchor\":new Ui(Dt.layout_symbol[\"icon-anchor\"]),\"icon-pitch-alignment\":new ji(Dt.layout_symbol[\"icon-pitch-alignment\"]),\"text-pitch-alignment\":new ji(Dt.layout_symbol[\"text-pitch-alignment\"]),\"text-rotation-alignment\":new ji(Dt.layout_symbol[\"text-rotation-alignment\"]),\"text-field\":new Ui(Dt.layout_symbol[\"text-field\"]),\"text-font\":new Ui(Dt.layout_symbol[\"text-font\"]),\"text-size\":new Ui(Dt.layout_symbol[\"text-size\"]),\"text-max-width\":new Ui(Dt.layout_symbol[\"text-max-width\"]),\"text-line-height\":new ji(Dt.layout_symbol[\"text-line-height\"]),\"text-letter-spacing\":new Ui(Dt.layout_symbol[\"text-letter-spacing\"]),\"text-justify\":new Ui(Dt.layout_symbol[\"text-justify\"]),\"text-radial-offset\":new Ui(Dt.layout_symbol[\"text-radial-offset\"]),\"text-variable-anchor\":new ji(Dt.layout_symbol[\"text-variable-anchor\"]),\"text-anchor\":new Ui(Dt.layout_symbol[\"text-anchor\"]),\"text-max-angle\":new ji(Dt.layout_symbol[\"text-max-angle\"]),\"text-writing-mode\":new ji(Dt.layout_symbol[\"text-writing-mode\"]),\"text-rotate\":new Ui(Dt.layout_symbol[\"text-rotate\"]),\"text-padding\":new ji(Dt.layout_symbol[\"text-padding\"]),\"text-keep-upright\":new ji(Dt.layout_symbol[\"text-keep-upright\"]),\"text-transform\":new Ui(Dt.layout_symbol[\"text-transform\"]),\"text-offset\":new Ui(Dt.layout_symbol[\"text-offset\"]),\"text-allow-overlap\":new ji(Dt.layout_symbol[\"text-allow-overlap\"]),\"text-ignore-placement\":new ji(Dt.layout_symbol[\"text-ignore-placement\"]),\"text-optional\":new ji(Dt.layout_symbol[\"text-optional\"])}),uc={paint:new Gi({\"icon-opacity\":new Ui(Dt.paint_symbol[\"icon-opacity\"]),\"icon-color\":new Ui(Dt.paint_symbol[\"icon-color\"]),\"icon-halo-color\":new Ui(Dt.paint_symbol[\"icon-halo-color\"]),\"icon-halo-width\":new Ui(Dt.paint_symbol[\"icon-halo-width\"]),\"icon-halo-blur\":new Ui(Dt.paint_symbol[\"icon-halo-blur\"]),\"icon-translate\":new ji(Dt.paint_symbol[\"icon-translate\"]),\"icon-translate-anchor\":new ji(Dt.paint_symbol[\"icon-translate-anchor\"]),\"text-opacity\":new Ui(Dt.paint_symbol[\"text-opacity\"]),\"text-color\":new Ui(Dt.paint_symbol[\"text-color\"],{runtimeType:Zt,getOverride:function(t){return t.textColor},hasOverride:function(t){return!!t.textColor}}),\"text-halo-color\":new Ui(Dt.paint_symbol[\"text-halo-color\"]),\"text-halo-width\":new Ui(Dt.paint_symbol[\"text-halo-width\"]),\"text-halo-blur\":new Ui(Dt.paint_symbol[\"text-halo-blur\"]),\"text-translate\":new ji(Dt.paint_symbol[\"text-translate\"]),\"text-translate-anchor\":new ji(Dt.paint_symbol[\"text-translate-anchor\"])}),layout:lc},cc=function(t){this.type=t.property.overrides?t.property.overrides.runtimeType:Vt,this.defaultValue=t};cc.prototype.evaluate=function(t){if(t.formattedSection){var e=this.defaultValue.property.overrides;if(e&&e.hasOverride(t.formattedSection))return e.getOverride(t.formattedSection)}return t.feature&&t.featureState?this.defaultValue.evaluate(t.feature,t.featureState):this.defaultValue.property.specification.default},cc.prototype.eachChild=function(t){this.defaultValue.isConstant()||t(this.defaultValue.value._styleExpression.expression)},cc.prototype.outputDefined=function(){return!1},cc.prototype.serialize=function(){return null},ni(\"FormatSectionOverride\",cc,{omit:[\"defaultValue\"]});var fc=function(t){function e(e){t.call(this,e,uc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.recalculate=function(e,r){if(t.prototype.recalculate.call(this,e,r),\"auto\"===this.layout.get(\"icon-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"icon-rotation-alignment\"]=\"map\":this.layout._values[\"icon-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"text-rotation-alignment\"]=\"map\":this.layout._values[\"text-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-pitch-alignment\")&&(this.layout._values[\"text-pitch-alignment\"]=this.layout.get(\"text-rotation-alignment\")),\"auto\"===this.layout.get(\"icon-pitch-alignment\")&&(this.layout._values[\"icon-pitch-alignment\"]=this.layout.get(\"icon-rotation-alignment\")),\"point\"===this.layout.get(\"symbol-placement\")){var n=this.layout.get(\"text-writing-mode\");if(n){for(var i=[],a=0,o=n;a<o.length;a+=1){var s=o[a];i.indexOf(s)<0&&i.push(s)}this.layout._values[\"text-writing-mode\"]=i}else this.layout._values[\"text-writing-mode\"]=[\"horizontal\"]}this._setPaintOverrides()},e.prototype.getValueAndResolveTokens=function(t,e,r,n){var i=this.layout.get(t).evaluate(e,{},r,n),a=this._unevaluatedLayout._values[t];return a.isDataDriven()||sn(a.value)||!i?i:function(t,e){return e.replace(/{([^{}]+)}/g,(function(e,r){return r in t?String(t[r]):\"\"}))}(e.properties,i)},e.prototype.createBucket=function(t){return new sc(t)},e.prototype.queryRadius=function(){return 0},e.prototype.queryIntersectsFeature=function(){return!1},e.prototype._setPaintOverrides=function(){for(var t=0,r=uc.paint.overridableProperties;t<r.length;t+=1){var n=r[t];if(e.hasPaintOverride(this.layout,n)){var i,a=this.paint.get(n),o=new cc(a),s=new on(o,a.property.specification);i=\"constant\"===a.value.kind||\"source\"===a.value.kind?new un(\"source\",s):new cn(\"composite\",s,a.value.zoomStops,a.value._interpolationType),this.paint._values[n]=new Bi(a.property,i,a.parameters)}}},e.prototype._handleOverridablePaintPropertyUpdate=function(t,r,n){return!(!this.layout||r.isDataDriven()||n.isDataDriven())&&e.hasPaintOverride(this.layout,t)},e.hasPaintOverride=function(t,e){var r=t.get(\"text-field\"),n=uc.paint.properties[e],i=!1,a=function(t){for(var e=0,r=t;e<r.length;e+=1){var a=r[e];if(n.overrides&&n.overrides.hasOverride(a))return void(i=!0)}};if(\"constant\"===r.value.kind&&r.value.value instanceof ue)a(r.value.value.sections);else if(\"source\"===r.value.kind){var o=function(t){if(!i)if(t instanceof ve&&pe(t.value)===Jt){var e=t.value;a(e.sections)}else t instanceof xe?a(t.sections):t.eachChild(o)},s=r.value;s._styleExpression&&o(s._styleExpression.expression)}return i},e}(Yi),hc={paint:new Gi({\"background-color\":new ji(Dt.paint_background[\"background-color\"]),\"background-pattern\":new Hi(Dt.paint_background[\"background-pattern\"]),\"background-opacity\":new ji(Dt.paint_background[\"background-opacity\"])})},pc=function(t){function e(e){t.call(this,e,hc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Yi),dc={paint:new Gi({\"raster-opacity\":new ji(Dt.paint_raster[\"raster-opacity\"]),\"raster-hue-rotate\":new ji(Dt.paint_raster[\"raster-hue-rotate\"]),\"raster-brightness-min\":new ji(Dt.paint_raster[\"raster-brightness-min\"]),\"raster-brightness-max\":new ji(Dt.paint_raster[\"raster-brightness-max\"]),\"raster-saturation\":new ji(Dt.paint_raster[\"raster-saturation\"]),\"raster-contrast\":new ji(Dt.paint_raster[\"raster-contrast\"]),\"raster-resampling\":new ji(Dt.paint_raster[\"raster-resampling\"]),\"raster-fade-duration\":new ji(Dt.paint_raster[\"raster-fade-duration\"])})},vc=function(t){function e(e){t.call(this,e,dc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Yi);var gc=function(t){function e(e){t.call(this,e,{}),this.implementation=e}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.is3D=function(){return\"3d\"===this.implementation.renderingMode},e.prototype.hasOffscreenPass=function(){return void 0!==this.implementation.prerender},e.prototype.recalculate=function(){},e.prototype.updateTransitions=function(){},e.prototype.hasTransition=function(){},e.prototype.serialize=function(){},e.prototype.onAdd=function(t){this.implementation.onAdd&&this.implementation.onAdd(t,t.painter.context.gl)},e.prototype.onRemove=function(t){this.implementation.onRemove&&this.implementation.onRemove(t,t.painter.context.gl)},e}(Yi),yc={circle:Uo,heatmap:Ko,hillshade:Qo,fill:js,\"fill-extrusion\":nl,line:vl,symbol:fc,background:pc,raster:vc};var mc=self.HTMLImageElement,xc=self.HTMLCanvasElement,bc=self.HTMLVideoElement,_c=self.ImageData,wc=self.ImageBitmap,Tc=function(t,e,r,n){this.context=t,this.format=r,this.texture=t.gl.createTexture(),this.update(e,n)};Tc.prototype.update=function(t,e,r){var n=t.width,i=t.height,a=!(this.size&&this.size[0]===n&&this.size[1]===i||r),o=this.context,s=o.gl;if(this.useMipmap=Boolean(e&&e.useMipmap),s.bindTexture(s.TEXTURE_2D,this.texture),o.pixelStoreUnpackFlipY.set(!1),o.pixelStoreUnpack.set(1),o.pixelStoreUnpackPremultiplyAlpha.set(this.format===s.RGBA&&(!e||!1!==e.premultiply)),a)this.size=[n,i],t instanceof mc||t instanceof xc||t instanceof bc||t instanceof _c||wc&&t instanceof wc?s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,s.UNSIGNED_BYTE,t):s.texImage2D(s.TEXTURE_2D,0,this.format,n,i,0,this.format,s.UNSIGNED_BYTE,t.data);else{var l=r||{x:0,y:0},u=l.x,c=l.y;t instanceof mc||t instanceof xc||t instanceof bc||t instanceof _c||wc&&t instanceof wc?s.texSubImage2D(s.TEXTURE_2D,0,u,c,s.RGBA,s.UNSIGNED_BYTE,t):s.texSubImage2D(s.TEXTURE_2D,0,u,c,n,i,s.RGBA,s.UNSIGNED_BYTE,t.data)}this.useMipmap&&this.isSizePowerOfTwo()&&s.generateMipmap(s.TEXTURE_2D)},Tc.prototype.bind=function(t,e,r){var n=this.context.gl;n.bindTexture(n.TEXTURE_2D,this.texture),r!==n.LINEAR_MIPMAP_NEAREST||this.isSizePowerOfTwo()||(r=n.LINEAR),t!==this.filter&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,t),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,r||t),this.filter=t),e!==this.wrap&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,e),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,e),this.wrap=e)},Tc.prototype.isSizePowerOfTwo=function(){return this.size[0]===this.size[1]&&Math.log(this.size[0])/Math.LN2%1==0},Tc.prototype.destroy=function(){this.context.gl.deleteTexture(this.texture),this.texture=null};var kc=function(t){var e=this;this._callback=t,this._triggered=!1,\"undefined\"!=typeof MessageChannel&&(this._channel=new MessageChannel,this._channel.port2.onmessage=function(){e._triggered=!1,e._callback()})};kc.prototype.trigger=function(){var t=this;this._triggered||(this._triggered=!0,this._channel?this._channel.port1.postMessage(!0):setTimeout((function(){t._triggered=!1,t._callback()}),0))},kc.prototype.remove=function(){delete this._channel,this._callback=function(){}};var Ac=function(t,e,r){this.target=t,this.parent=e,this.mapId=r,this.callbacks={},this.tasks={},this.taskQueue=[],this.cancelCallbacks={},g([\"receive\",\"process\"],this),this.invoker=new kc(this.process),this.target.addEventListener(\"message\",this.receive,!1),this.globalScope=A()?t:self};function Mc(t,e,r){var n=2*Math.PI*6378137/256/Math.pow(2,r);return[t*n-2*Math.PI*6378137/2,e*n-2*Math.PI*6378137/2]}Ac.prototype.send=function(t,e,r,n,i){var a=this;void 0===i&&(i=!1);var o=Math.round(1e18*Math.random()).toString(36).substring(0,10);r&&(this.callbacks[o]=r);var s=E(this.globalScope)?void 0:[];return this.target.postMessage({id:o,type:t,hasCallback:!!r,targetMapId:n,mustQueue:i,sourceMapId:this.mapId,data:si(e,s)},s),{cancel:function(){r&&delete a.callbacks[o],a.target.postMessage({id:o,type:\"<cancel>\",targetMapId:n,sourceMapId:a.mapId})}}},Ac.prototype.receive=function(t){var e=t.data,r=e.id;if(r&&(!e.targetMapId||this.mapId===e.targetMapId))if(\"<cancel>\"===e.type){delete this.tasks[r];var n=this.cancelCallbacks[r];delete this.cancelCallbacks[r],n&&n()}else A()||e.mustQueue?(this.tasks[r]=e,this.taskQueue.push(r),this.invoker.trigger()):this.processTask(r,e)},Ac.prototype.process=function(){if(this.taskQueue.length){var t=this.taskQueue.shift(),e=this.tasks[t];delete this.tasks[t],this.taskQueue.length&&this.invoker.trigger(),e&&this.processTask(t,e)}},Ac.prototype.processTask=function(t,e){var r=this;if(\"<response>\"===e.type){var n=this.callbacks[t];delete this.callbacks[t],n&&(e.error?n(li(e.error)):n(null,li(e.data)))}else{var i=!1,a=E(this.globalScope)?void 0:[],o=e.hasCallback?function(e,n){i=!0,delete r.cancelCallbacks[t],r.target.postMessage({id:t,type:\"<response>\",sourceMapId:r.mapId,error:e?si(e):null,data:si(n,a)},a)}:function(t){i=!0},s=null,l=li(e.data);if(this.parent[e.type])s=this.parent[e.type](e.sourceMapId,l,o);else if(this.parent.getWorkerSource){var u=e.type.split(\".\");s=this.parent.getWorkerSource(e.sourceMapId,u[0],l.source)[u[1]](l,o)}else o(new Error(\"Could not find function \"+e.type));!i&&s&&s.cancel&&(this.cancelCallbacks[t]=s.cancel)}},Ac.prototype.remove=function(){this.invoker.remove(),this.target.removeEventListener(\"message\",this.receive,!1)};var Sc=function(t,e){t&&(e?this.setSouthWest(t).setNorthEast(e):4===t.length?this.setSouthWest([t[0],t[1]]).setNorthEast([t[2],t[3]]):this.setSouthWest(t[0]).setNorthEast(t[1]))};Sc.prototype.setNorthEast=function(t){return this._ne=t instanceof Lc?new Lc(t.lng,t.lat):Lc.convert(t),this},Sc.prototype.setSouthWest=function(t){return this._sw=t instanceof Lc?new Lc(t.lng,t.lat):Lc.convert(t),this},Sc.prototype.extend=function(t){var e,r,n=this._sw,i=this._ne;if(t instanceof Lc)e=t,r=t;else{if(!(t instanceof Sc)){if(Array.isArray(t)){if(4===t.length||t.every(Array.isArray)){var a=t;return this.extend(Sc.convert(a))}var o=t;return this.extend(Lc.convert(o))}return this}if(e=t._sw,r=t._ne,!e||!r)return this}return n||i?(n.lng=Math.min(e.lng,n.lng),n.lat=Math.min(e.lat,n.lat),i.lng=Math.max(r.lng,i.lng),i.lat=Math.max(r.lat,i.lat)):(this._sw=new Lc(e.lng,e.lat),this._ne=new Lc(r.lng,r.lat)),this},Sc.prototype.getCenter=function(){return new Lc((this._sw.lng+this._ne.lng)/2,(this._sw.lat+this._ne.lat)/2)},Sc.prototype.getSouthWest=function(){return this._sw},Sc.prototype.getNorthEast=function(){return this._ne},Sc.prototype.getNorthWest=function(){return new Lc(this.getWest(),this.getNorth())},Sc.prototype.getSouthEast=function(){return new Lc(this.getEast(),this.getSouth())},Sc.prototype.getWest=function(){return this._sw.lng},Sc.prototype.getSouth=function(){return this._sw.lat},Sc.prototype.getEast=function(){return this._ne.lng},Sc.prototype.getNorth=function(){return this._ne.lat},Sc.prototype.toArray=function(){return[this._sw.toArray(),this._ne.toArray()]},Sc.prototype.toString=function(){return\"LngLatBounds(\"+this._sw.toString()+\", \"+this._ne.toString()+\")\"},Sc.prototype.isEmpty=function(){return!(this._sw&&this._ne)},Sc.prototype.contains=function(t){var e=Lc.convert(t),r=e.lng,n=e.lat,i=this._sw.lat<=n&&n<=this._ne.lat,a=this._sw.lng<=r&&r<=this._ne.lng;return this._sw.lng>this._ne.lng&&(a=this._sw.lng>=r&&r>=this._ne.lng),i&&a},Sc.convert=function(t){return!t||t instanceof Sc?t:new Sc(t)};var Ec=6371008.8,Lc=function(t,e){if(isNaN(t)||isNaN(e))throw new Error(\"Invalid LngLat object: (\"+t+\", \"+e+\")\");if(this.lng=+t,this.lat=+e,this.lat>90||this.lat<-90)throw new Error(\"Invalid LngLat latitude value: must be between -90 and 90\")};Lc.prototype.wrap=function(){return new Lc(c(this.lng,-180,180),this.lat)},Lc.prototype.toArray=function(){return[this.lng,this.lat]},Lc.prototype.toString=function(){return\"LngLat(\"+this.lng+\", \"+this.lat+\")\"},Lc.prototype.distanceTo=function(t){var e=Math.PI/180,r=this.lat*e,n=t.lat*e,i=Math.sin(r)*Math.sin(n)+Math.cos(r)*Math.cos(n)*Math.cos((t.lng-this.lng)*e);return Ec*Math.acos(Math.min(i,1))},Lc.prototype.toBounds=function(t){void 0===t&&(t=0);var e=360*t/40075017,r=e/Math.cos(Math.PI/180*this.lat);return new Sc(new Lc(this.lng-r,this.lat-e),new Lc(this.lng+r,this.lat+e))},Lc.convert=function(t){if(t instanceof Lc)return t;if(Array.isArray(t)&&(2===t.length||3===t.length))return new Lc(Number(t[0]),Number(t[1]));if(!Array.isArray(t)&&\"object\"==typeof t&&null!==t)return new Lc(Number(\"lng\"in t?t.lng:t.lon),Number(t.lat));throw new Error(\"`LngLatLike` argument must be specified as a LngLat instance, an object {lng: <lng>, lat: <lat>}, an object {lon: <lng>, lat: <lat>}, or an array of [<lng>, <lat>]\")};var Cc=2*Math.PI*Ec;function Pc(t){return Cc*Math.cos(t*Math.PI/180)}function Oc(t){return(180+t)/360}function Ic(t){return(180-180/Math.PI*Math.log(Math.tan(Math.PI/4+t*Math.PI/360)))/360}function Dc(t,e){return t/Pc(e)}function zc(t){var e=180-360*t;return 360/Math.PI*Math.atan(Math.exp(e*Math.PI/180))-90}var Rc=function(t,e,r){void 0===r&&(r=0),this.x=+t,this.y=+e,this.z=+r};Rc.fromLngLat=function(t,e){void 0===e&&(e=0);var r=Lc.convert(t);return new Rc(Oc(r.lng),Ic(r.lat),Dc(e,r.lat))},Rc.prototype.toLngLat=function(){return new Lc(360*this.x-180,zc(this.y))},Rc.prototype.toAltitude=function(){return t=this.z,e=this.y,t*Pc(zc(e));var t,e},Rc.prototype.meterInMercatorCoordinateUnits=function(){return 1/Cc*(t=zc(this.y),1/Math.cos(t*Math.PI/180));var t};var Fc=function(t,e,r){this.z=t,this.x=e,this.y=r,this.key=jc(0,t,t,e,r)};Fc.prototype.equals=function(t){return this.z===t.z&&this.x===t.x&&this.y===t.y},Fc.prototype.url=function(t,e){var r,n,i,a,o,s=(r=this.x,n=this.y,i=this.z,a=Mc(256*r,256*(n=Math.pow(2,i)-n-1),i),o=Mc(256*(r+1),256*(n+1),i),a[0]+\",\"+a[1]+\",\"+o[0]+\",\"+o[1]),l=function(t,e,r){for(var n,i=\"\",a=t;a>0;a--)i+=(e&(n=1<<a-1)?1:0)+(r&n?2:0);return i}(this.z,this.x,this.y);return t[(this.x+this.y)%t.length].replace(\"{prefix}\",(this.x%16).toString(16)+(this.y%16).toString(16)).replace(\"{z}\",String(this.z)).replace(\"{x}\",String(this.x)).replace(\"{y}\",String(\"tms\"===e?Math.pow(2,this.z)-this.y-1:this.y)).replace(\"{quadkey}\",l).replace(\"{bbox-epsg-3857}\",s)},Fc.prototype.getTilePoint=function(t){var e=Math.pow(2,this.z);return new a((t.x*e-this.x)*co,(t.y*e-this.y)*co)},Fc.prototype.toString=function(){return this.z+\"/\"+this.x+\"/\"+this.y};var Bc=function(t,e){this.wrap=t,this.canonical=e,this.key=jc(t,e.z,e.z,e.x,e.y)},Nc=function(t,e,r,n,i){this.overscaledZ=t,this.wrap=e,this.canonical=new Fc(r,+n,+i),this.key=jc(e,t,r,n,i)};function jc(t,e,r,n,i){(t*=2)<0&&(t=-1*t-1);var a=1<<r;return(a*a*t+a*i+n).toString(36)+r.toString(36)+e.toString(36)}Nc.prototype.equals=function(t){return this.overscaledZ===t.overscaledZ&&this.wrap===t.wrap&&this.canonical.equals(t.canonical)},Nc.prototype.scaledTo=function(t){var e=this.canonical.z-t;return t>this.canonical.z?new Nc(t,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y):new Nc(t,this.wrap,t,this.canonical.x>>e,this.canonical.y>>e)},Nc.prototype.calculateScaledKey=function(t,e){var r=this.canonical.z-t;return t>this.canonical.z?jc(this.wrap*+e,t,this.canonical.z,this.canonical.x,this.canonical.y):jc(this.wrap*+e,t,t,this.canonical.x>>r,this.canonical.y>>r)},Nc.prototype.isChildOf=function(t){if(t.wrap!==this.wrap)return!1;var e=this.canonical.z-t.canonical.z;return 0===t.overscaledZ||t.overscaledZ<this.overscaledZ&&t.canonical.x===this.canonical.x>>e&&t.canonical.y===this.canonical.y>>e},Nc.prototype.children=function(t){if(this.overscaledZ>=t)return[new Nc(this.overscaledZ+1,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y)];var e=this.canonical.z+1,r=2*this.canonical.x,n=2*this.canonical.y;return[new Nc(e,this.wrap,e,r,n),new Nc(e,this.wrap,e,r+1,n),new Nc(e,this.wrap,e,r,n+1),new Nc(e,this.wrap,e,r+1,n+1)]},Nc.prototype.isLessThan=function(t){return this.wrap<t.wrap||!(this.wrap>t.wrap)&&(this.overscaledZ<t.overscaledZ||!(this.overscaledZ>t.overscaledZ)&&(this.canonical.x<t.canonical.x||!(this.canonical.x>t.canonical.x)&&this.canonical.y<t.canonical.y))},Nc.prototype.wrapped=function(){return new Nc(this.overscaledZ,0,this.canonical.z,this.canonical.x,this.canonical.y)},Nc.prototype.unwrapTo=function(t){return new Nc(this.overscaledZ,t,this.canonical.z,this.canonical.x,this.canonical.y)},Nc.prototype.overscaleFactor=function(){return Math.pow(2,this.overscaledZ-this.canonical.z)},Nc.prototype.toUnwrapped=function(){return new Bc(this.wrap,this.canonical)},Nc.prototype.toString=function(){return this.overscaledZ+\"/\"+this.canonical.x+\"/\"+this.canonical.y},Nc.prototype.getTilePoint=function(t){return this.canonical.getTilePoint(new Rc(t.x-this.wrap,t.y))},ni(\"CanonicalTileID\",Fc),ni(\"OverscaledTileID\",Nc,{omit:[\"posMatrix\"]});var Uc=function(t,e,r){if(this.uid=t,e.height!==e.width)throw new RangeError(\"DEM tiles must be square\");if(r&&\"mapbox\"!==r&&\"terrarium\"!==r)return w('\"'+r+'\" is not a valid encoding type. Valid types include \"mapbox\" and \"terrarium\".');this.stride=e.height;var n=this.dim=e.height-2;this.data=new Uint32Array(e.data.buffer),this.encoding=r||\"mapbox\";for(var i=0;i<n;i++)this.data[this._idx(-1,i)]=this.data[this._idx(0,i)],this.data[this._idx(n,i)]=this.data[this._idx(n-1,i)],this.data[this._idx(i,-1)]=this.data[this._idx(i,0)],this.data[this._idx(i,n)]=this.data[this._idx(i,n-1)];this.data[this._idx(-1,-1)]=this.data[this._idx(0,0)],this.data[this._idx(n,-1)]=this.data[this._idx(n-1,0)],this.data[this._idx(-1,n)]=this.data[this._idx(0,n-1)],this.data[this._idx(n,n)]=this.data[this._idx(n-1,n-1)]};Uc.prototype.get=function(t,e){var r=new Uint8Array(this.data.buffer),n=4*this._idx(t,e);return(\"terrarium\"===this.encoding?this._unpackTerrarium:this._unpackMapbox)(r[n],r[n+1],r[n+2])},Uc.prototype.getUnpackVector=function(){return\"terrarium\"===this.encoding?[256,1,1/256,32768]:[6553.6,25.6,.1,1e4]},Uc.prototype._idx=function(t,e){if(t<-1||t>=this.dim+1||e<-1||e>=this.dim+1)throw new RangeError(\"out of range source coordinates for DEM data\");return(e+1)*this.stride+(t+1)},Uc.prototype._unpackMapbox=function(t,e,r){return(256*t*256+256*e+r)/10-1e4},Uc.prototype._unpackTerrarium=function(t,e,r){return 256*t+e+r/256-32768},Uc.prototype.getPixels=function(){return new Wo({width:this.stride,height:this.stride},new Uint8Array(this.data.buffer))},Uc.prototype.backfillBorder=function(t,e,r){if(this.dim!==t.dim)throw new Error(\"dem dimension mismatch\");var n=e*this.dim,i=e*this.dim+this.dim,a=r*this.dim,o=r*this.dim+this.dim;switch(e){case-1:n=i-1;break;case 1:i=n+1}switch(r){case-1:a=o-1;break;case 1:o=a+1}for(var s=-e*this.dim,l=-r*this.dim,u=a;u<o;u++)for(var c=n;c<i;c++)this.data[this._idx(c,u)]=t.data[this._idx(c+s,u+l)]},ni(\"DEMData\",Uc);var Vc=function(t){this._stringToNumber={},this._numberToString=[];for(var e=0;e<t.length;e++){var r=t[e];this._stringToNumber[r]=e,this._numberToString[e]=r}};Vc.prototype.encode=function(t){return this._stringToNumber[t]},Vc.prototype.decode=function(t){return this._numberToString[t]};var Hc=function(t,e,r,n,i){this.type=\"Feature\",this._vectorTileFeature=t,t._z=e,t._x=r,t._y=n,this.properties=t.properties,this.id=i},qc={geometry:{configurable:!0}};qc.geometry.get=function(){return void 0===this._geometry&&(this._geometry=this._vectorTileFeature.toGeoJSON(this._vectorTileFeature._x,this._vectorTileFeature._y,this._vectorTileFeature._z).geometry),this._geometry},qc.geometry.set=function(t){this._geometry=t},Hc.prototype.toJSON=function(){var t={geometry:this.geometry};for(var e in this)\"_geometry\"!==e&&\"_vectorTileFeature\"!==e&&(t[e]=this[e]);return t},Object.defineProperties(Hc.prototype,qc);var Gc=function(){this.state={},this.stateChanges={},this.deletedStates={}};Gc.prototype.updateState=function(t,e,r){var n=String(e);if(this.stateChanges[t]=this.stateChanges[t]||{},this.stateChanges[t][n]=this.stateChanges[t][n]||{},f(this.stateChanges[t][n],r),null===this.deletedStates[t])for(var i in this.deletedStates[t]={},this.state[t])i!==n&&(this.deletedStates[t][i]=null);else if(this.deletedStates[t]&&null===this.deletedStates[t][n])for(var a in this.deletedStates[t][n]={},this.state[t][n])r[a]||(this.deletedStates[t][n][a]=null);else for(var o in r)this.deletedStates[t]&&this.deletedStates[t][n]&&null===this.deletedStates[t][n][o]&&delete this.deletedStates[t][n][o]},Gc.prototype.removeFeatureState=function(t,e,r){if(null!==this.deletedStates[t]){var n=String(e);if(this.deletedStates[t]=this.deletedStates[t]||{},r&&void 0!==e)null!==this.deletedStates[t][n]&&(this.deletedStates[t][n]=this.deletedStates[t][n]||{},this.deletedStates[t][n][r]=null);else if(void 0!==e)if(this.stateChanges[t]&&this.stateChanges[t][n])for(r in this.deletedStates[t][n]={},this.stateChanges[t][n])this.deletedStates[t][n][r]=null;else this.deletedStates[t][n]=null;else this.deletedStates[t]=null}},Gc.prototype.getState=function(t,e){var r=String(e),n=this.state[t]||{},i=this.stateChanges[t]||{},a=f({},n[r],i[r]);if(null===this.deletedStates[t])return{};if(this.deletedStates[t]){var o=this.deletedStates[t][e];if(null===o)return{};for(var s in o)delete a[s]}return a},Gc.prototype.initializeTileState=function(t,e){t.setFeatureState(this.state,e)},Gc.prototype.coalesceChanges=function(t,e){var r={};for(var n in this.stateChanges){this.state[n]=this.state[n]||{};var i={};for(var a in this.stateChanges[n])this.state[n][a]||(this.state[n][a]={}),f(this.state[n][a],this.stateChanges[n][a]),i[a]=this.state[n][a];r[n]=i}for(var o in this.deletedStates){this.state[o]=this.state[o]||{};var s={};if(null===this.deletedStates[o])for(var l in this.state[o])s[l]={},this.state[o][l]={};else for(var u in this.deletedStates[o]){if(null===this.deletedStates[o][u])this.state[o][u]={};else for(var c=0,h=Object.keys(this.deletedStates[o][u]);c<h.length;c+=1){var p=h[c];delete this.state[o][u][p]}s[u]=this.state[o][u]}r[o]=r[o]||{},f(r[o],s)}if(this.stateChanges={},this.deletedStates={},0!==Object.keys(r).length)for(var d in t)t[d].setFeatureState(r,e)};var Zc=function(t,e){this.tileID=t,this.x=t.canonical.x,this.y=t.canonical.y,this.z=t.canonical.z,this.grid=new Kn(co,16,0),this.grid3D=new Kn(co,16,0),this.featureIndexArray=new Ca,this.promoteId=e};function Yc(t,e,r,n,i){return m(t,(function(t,a){var o=e instanceof Ni?e.get(a):null;return o&&o.evaluate?o.evaluate(r,n,i):o}))}function Wc(t){for(var e=1/0,r=1/0,n=-1/0,i=-1/0,a=0,o=t;a<o.length;a+=1){var s=o[a];e=Math.min(e,s.x),r=Math.min(r,s.y),n=Math.max(n,s.x),i=Math.max(i,s.y)}return{minX:e,minY:r,maxX:n,maxY:i}}function Xc(t,e){return e-t}Zc.prototype.insert=function(t,e,r,n,i,a){var o=this.featureIndexArray.length;this.featureIndexArray.emplaceBack(r,n,i);for(var s=a?this.grid3D:this.grid,l=0;l<e.length;l++){for(var u=e[l],c=[1/0,1/0,-1/0,-1/0],f=0;f<u.length;f++){var h=u[f];c[0]=Math.min(c[0],h.x),c[1]=Math.min(c[1],h.y),c[2]=Math.max(c[2],h.x),c[3]=Math.max(c[3],h.y)}c[0]<co&&c[1]<co&&c[2]>=0&&c[3]>=0&&s.insert(o,c[0],c[1],c[2],c[3])}},Zc.prototype.loadVTLayers=function(){return this.vtLayers||(this.vtLayers=new Js.VectorTile(new Sl(this.rawTileData)).layers,this.sourceLayerCoder=new Vc(this.vtLayers?Object.keys(this.vtLayers).sort():[\"_geojsonTileLayer\"])),this.vtLayers},Zc.prototype.query=function(t,e,r,n){var i=this;this.loadVTLayers();for(var o=t.params||{},s=co/t.tileSize/t.scale,l=wn(o.filter),u=t.queryGeometry,c=t.queryPadding*s,f=Wc(u),h=this.grid.query(f.minX-c,f.minY-c,f.maxX+c,f.maxY+c),p=Wc(t.cameraQueryGeometry),d=0,v=this.grid3D.query(p.minX-c,p.minY-c,p.maxX+c,p.maxY+c,(function(e,r,n,i){return function(t,e,r,n,i){for(var o=0,s=t;o<s.length;o+=1){var l=s[o];if(e<=l.x&&r<=l.y&&n>=l.x&&i>=l.y)return!0}var u=[new a(e,r),new a(e,i),new a(n,i),new a(n,r)];if(t.length>2)for(var c=0,f=u;c<f.length;c+=1)if(Mo(t,f[c]))return!0;for(var h=0;h<t.length-1;h++)if(So(t[h],t[h+1],u))return!0;return!1}(t.cameraQueryGeometry,e-c,r-c,n+c,i+c)}));d<v.length;d+=1){var g=v[d];h.push(g)}h.sort(Xc);for(var y,m={},x=function(a){var c=h[a];if(c!==y){y=c;var f=i.featureIndexArray.get(c),p=null;i.loadMatchingFeature(m,f.bucketIndex,f.sourceLayerIndex,f.featureIndex,l,o.layers,o.availableImages,e,r,n,(function(e,r,n){return p||(p=po(e)),r.queryIntersectsFeature(u,e,n,p,i.z,t.transform,s,t.pixelPosMatrix)}))}},b=0;b<h.length;b++)x(b);return m},Zc.prototype.loadMatchingFeature=function(t,e,r,n,i,a,o,s,l,u,c){var f=this.bucketLayerIDs[e];if(!a||function(t,e){for(var r=0;r<t.length;r++)if(e.indexOf(t[r])>=0)return!0;return!1}(a,f)){var h=this.sourceLayerCoder.decode(r),p=this.vtLayers[h].feature(n);if(i.filter(new Pi(this.tileID.overscaledZ),p))for(var d=this.getId(p,h),v=0;v<f.length;v++){var g=f[v];if(!(a&&a.indexOf(g)<0)){var y=s[g];if(y){var m={};void 0!==d&&u&&(m=u.getState(y.sourceLayer||\"_geojsonTileLayer\",d));var x=l[g];x.paint=Yc(x.paint,y.paint,p,m,o),x.layout=Yc(x.layout,y.layout,p,m,o);var b=!c||c(p,y,m);if(b){var _=new Hc(p,this.z,this.x,this.y,d);_.layer=x;var w=t[g];void 0===w&&(w=t[g]=[]),w.push({featureIndex:n,feature:_,intersectionZ:b})}}}}}},Zc.prototype.lookupSymbolFeatures=function(t,e,r,n,i,a,o,s){var l={};this.loadVTLayers();for(var u=wn(i),c=0,f=t;c<f.length;c+=1){var h=f[c];this.loadMatchingFeature(l,r,n,h,u,a,o,s,e)}return l},Zc.prototype.hasLayer=function(t){for(var e=0,r=this.bucketLayerIDs;e<r.length;e+=1)for(var n=0,i=r[e];n<i.length;n+=1)if(t===i[n])return!0;return!1},Zc.prototype.getId=function(t,e){var r=t.id;if(this.promoteId){var n=\"string\"==typeof this.promoteId?this.promoteId:this.promoteId[e];\"boolean\"==typeof(r=t.properties[n])&&(r=Number(r))}return r},ni(\"FeatureIndex\",Zc,{omit:[\"rawTileData\",\"sourceLayerCoder\"]});var Jc=function(t,e){this.tileID=t,this.uid=p(),this.uses=0,this.tileSize=e,this.buckets={},this.expirationTime=null,this.queryPadding=0,this.hasSymbolBuckets=!1,this.hasRTLText=!1,this.dependencies={},this.expiredRequestCount=0,this.state=\"loading\"};Jc.prototype.registerFadeDuration=function(t){var e=t+this.timeAdded;e<F.now()||this.fadeEndTime&&e<this.fadeEndTime||(this.fadeEndTime=e)},Jc.prototype.wasRequested=function(){return\"errored\"===this.state||\"loaded\"===this.state||\"reloading\"===this.state},Jc.prototype.loadVectorData=function(t,e,r){if(this.hasData()&&this.unloadVectorData(),this.state=\"loaded\",t){for(var n in t.featureIndex&&(this.latestFeatureIndex=t.featureIndex,t.rawTileData?(this.latestRawTileData=t.rawTileData,this.latestFeatureIndex.rawTileData=t.rawTileData):this.latestRawTileData&&(this.latestFeatureIndex.rawTileData=this.latestRawTileData)),this.collisionBoxArray=t.collisionBoxArray,this.buckets=function(t,e){var r={};if(!e)return r;for(var n=function(){var t=a[i],n=t.layerIds.map((function(t){return e.getLayer(t)})).filter(Boolean);if(0!==n.length){t.layers=n,t.stateDependentLayerIds&&(t.stateDependentLayers=t.stateDependentLayerIds.map((function(t){return n.filter((function(e){return e.id===t}))[0]})));for(var o=0,s=n;o<s.length;o+=1){var l=s[o];r[l.id]=t}}},i=0,a=t;i<a.length;i+=1)n();return r}(t.buckets,e.style),this.hasSymbolBuckets=!1,this.buckets){var i=this.buckets[n];if(i instanceof sc){if(this.hasSymbolBuckets=!0,!r)break;i.justReloaded=!0}}if(this.hasRTLText=!1,this.hasSymbolBuckets)for(var a in this.buckets){var o=this.buckets[a];if(o instanceof sc&&o.hasRTLText){this.hasRTLText=!0,Ci.isLoading()||Ci.isLoaded()||\"deferred\"!==Ei()||Li();break}}for(var s in this.queryPadding=0,this.buckets){var l=this.buckets[s];this.queryPadding=Math.max(this.queryPadding,e.style.getLayer(s).queryRadius(l))}t.imageAtlas&&(this.imageAtlas=t.imageAtlas),t.glyphAtlasImage&&(this.glyphAtlasImage=t.glyphAtlasImage)}else this.collisionBoxArray=new wa},Jc.prototype.unloadVectorData=function(){for(var t in this.buckets)this.buckets[t].destroy();this.buckets={},this.imageAtlasTexture&&this.imageAtlasTexture.destroy(),this.imageAtlas&&(this.imageAtlas=null),this.glyphAtlasTexture&&this.glyphAtlasTexture.destroy(),this.latestFeatureIndex=null,this.state=\"unloaded\"},Jc.prototype.getBucket=function(t){return this.buckets[t.id]},Jc.prototype.upload=function(t){for(var e in this.buckets){var r=this.buckets[e];r.uploadPending()&&r.upload(t)}var n=t.gl;this.imageAtlas&&!this.imageAtlas.uploaded&&(this.imageAtlasTexture=new Tc(t,this.imageAtlas.image,n.RGBA),this.imageAtlas.uploaded=!0),this.glyphAtlasImage&&(this.glyphAtlasTexture=new Tc(t,this.glyphAtlasImage,n.ALPHA),this.glyphAtlasImage=null)},Jc.prototype.prepare=function(t){this.imageAtlas&&this.imageAtlas.patchUpdatedImages(t,this.imageAtlasTexture)},Jc.prototype.queryRenderedFeatures=function(t,e,r,n,i,a,o,s,l,u){return this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData?this.latestFeatureIndex.query({queryGeometry:n,cameraQueryGeometry:i,scale:a,tileSize:this.tileSize,pixelPosMatrix:u,transform:s,params:o,queryPadding:this.queryPadding*l},t,e,r):{}},Jc.prototype.querySourceFeatures=function(t,e){var r=this.latestFeatureIndex;if(r&&r.rawTileData){var n=r.loadVTLayers(),i=e?e.sourceLayer:\"\",a=n._geojsonTileLayer||n[i];if(a)for(var o=wn(e&&e.filter),s=this.tileID.canonical,l=s.z,u=s.x,c=s.y,f={z:l,x:u,y:c},h=0;h<a.length;h++){var p=a.feature(h);if(o.filter(new Pi(this.tileID.overscaledZ),p)){var d=r.getId(p,i),v=new Hc(p,l,u,c,d);v.tile=f,t.push(v)}}}},Jc.prototype.hasData=function(){return\"loaded\"===this.state||\"reloading\"===this.state||\"expired\"===this.state},Jc.prototype.patternsLoaded=function(){return this.imageAtlas&&!!Object.keys(this.imageAtlas.patternPositions).length},Jc.prototype.setExpiryData=function(t){var e=this.expirationTime;if(t.cacheControl){var r=M(t.cacheControl);r[\"max-age\"]&&(this.expirationTime=Date.now()+1e3*r[\"max-age\"])}else t.expires&&(this.expirationTime=new Date(t.expires).getTime());if(this.expirationTime){var n=Date.now(),i=!1;if(this.expirationTime>n)i=!1;else if(e)if(this.expirationTime<e)i=!0;else{var a=this.expirationTime-e;a?this.expirationTime=n+Math.max(a,3e4):i=!0}else i=!0;i?(this.expiredRequestCount++,this.state=\"expired\"):this.expiredRequestCount=0}},Jc.prototype.getExpiryTimeout=function(){if(this.expirationTime)return this.expiredRequestCount?1e3*(1<<Math.min(this.expiredRequestCount-1,31)):Math.min(this.expirationTime-(new Date).getTime(),Math.pow(2,31)-1)},Jc.prototype.setFeatureState=function(t,e){if(this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData&&0!==Object.keys(t).length){var r=this.latestFeatureIndex.loadVTLayers();for(var n in this.buckets)if(e.style.hasLayer(n)){var i=this.buckets[n],a=i.layers[0].sourceLayer||\"_geojsonTileLayer\",o=r[a],s=t[a];if(o&&s&&0!==Object.keys(s).length){i.update(s,o,this.imageAtlas&&this.imageAtlas.patternPositions||{});var l=e&&e.style&&e.style.getLayer(n);l&&(this.queryPadding=Math.max(this.queryPadding,l.queryRadius(i)))}}}},Jc.prototype.holdingForFade=function(){return void 0!==this.symbolFadeHoldUntil},Jc.prototype.symbolFadeFinished=function(){return!this.symbolFadeHoldUntil||this.symbolFadeHoldUntil<F.now()},Jc.prototype.clearFadeHold=function(){this.symbolFadeHoldUntil=void 0},Jc.prototype.setHoldDuration=function(t){this.symbolFadeHoldUntil=F.now()+t},Jc.prototype.setDependencies=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1)r[i[n]]=!0;this.dependencies[t]=r},Jc.prototype.hasDependency=function(t,e){for(var r=0,n=t;r<n.length;r+=1){var i=n[r],a=this.dependencies[i];if(a)for(var o=0,s=e;o<s.length;o+=1)if(a[s[o]])return!0}return!1};var Kc=self.performance,$c=function(t){this._marks={start:[t.url,\"start\"].join(\"#\"),end:[t.url,\"end\"].join(\"#\"),measure:t.url.toString()},Kc.mark(this._marks.start)};$c.prototype.finish=function(){Kc.mark(this._marks.end);var t=Kc.getEntriesByName(this._marks.measure);return 0===t.length&&(Kc.measure(this._marks.measure,this._marks.start,this._marks.end),t=Kc.getEntriesByName(this._marks.measure),Kc.clearMarks(this._marks.start),Kc.clearMarks(this._marks.end),Kc.clearMeasures(this._marks.measure)),t},t.Actor=Ac,t.AlphaImage=Yo,t.CanonicalTileID=Fc,t.CollisionBoxArray=wa,t.Color=oe,t.DEMData=Uc,t.DataConstantProperty=ji,t.DictionaryCoder=Vc,t.EXTENT=co,t.ErrorEvent=Ot,t.EvaluationParameters=Pi,t.Event=Pt,t.Evented=It,t.FeatureIndex=Zc,t.FillBucket=Fs,t.FillExtrusionBucket=tl,t.ImageAtlas=ru,t.ImagePosition=tu,t.LineBucket=cl,t.LngLat=Lc,t.LngLatBounds=Sc,t.MercatorCoordinate=Rc,t.ONE_EM=kl,t.OverscaledTileID=Nc,t.Point=a,t.Point$1=a,t.Properties=Gi,t.Protobuf=Sl,t.RGBAImage=Wo,t.RequestManager=q,t.RequestPerformance=$c,t.ResourceType=xt,t.SegmentVector=Oa,t.SourceFeatureState=Gc,t.StructArrayLayout1ui2=ma,t.StructArrayLayout2f1f2i16=ua,t.StructArrayLayout2i4=Qi,t.StructArrayLayout3ui6=fa,t.StructArrayLayout4i8=ta,t.SymbolBucket=sc,t.Texture=Tc,t.Tile=Jc,t.Transitionable=Di,t.Uniform1f=Ya,t.Uniform1i=Za,t.Uniform2f=Wa,t.Uniform3f=Xa,t.Uniform4f=Ja,t.UniformColor=Ka,t.UniformMatrix4f=Qa,t.UnwrappedTileID=Bc,t.ValidationError=zt,t.WritingMode=nu,t.ZoomHistory=ui,t.add=function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t},t.addDynamicAttributes=nc,t.asyncAll=function(t,e,r){if(!t.length)return r(null,[]);var n=t.length,i=new Array(t.length),a=null;t.forEach((function(t,o){e(t,(function(t,e){t&&(a=t),i[o]=e,0==--n&&r(a,i)}))}))},t.bezier=s,t.bindAll=g,t.browser=F,t.cacheEntryPossiblyAdded=function(t){++yt>ct&&(t.getActor().send(\"enforceCacheSizeLimit\",ut),yt=0)},t.clamp=u,t.clearTileCache=function(t){var e=self.caches.delete(lt);t&&e.catch(t).then((function(){return t()}))},t.clipLine=Ou,t.clone=function(t){var e=new Io(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e},t.clone$1=b,t.clone$2=function(t){var e=new Io(3);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e},t.collisionCircleLayout=_l,t.config=B,t.create=function(){var t=new Io(16);return Io!=Float32Array&&(t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[11]=0,t[12]=0,t[13]=0,t[14]=0),t[0]=1,t[5]=1,t[10]=1,t[15]=1,t},t.create$1=function(){var t=new Io(9);return Io!=Float32Array&&(t[1]=0,t[2]=0,t[3]=0,t[5]=0,t[6]=0,t[7]=0),t[0]=1,t[4]=1,t[8]=1,t},t.create$2=function(){var t=new Io(4);return Io!=Float32Array&&(t[1]=0,t[2]=0),t[0]=1,t[3]=1,t},t.createCommonjsModule=e,t.createExpression=ln,t.createLayout=Ki,t.createStyleLayer=function(t){return\"custom\"===t.type?new gc(t):new yc[t.type](t)},t.cross=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=r[0],s=r[1],l=r[2];return t[0]=i*l-a*s,t[1]=a*o-n*l,t[2]=n*s-i*o,t},t.deepEqual=function t(e,r){if(Array.isArray(e)){if(!Array.isArray(r)||e.length!==r.length)return!1;for(var n=0;n<e.length;n++)if(!t(e[n],r[n]))return!1;return!0}if(\"object\"==typeof e&&null!==e&&null!==r){if(\"object\"!=typeof r)return!1;if(Object.keys(e).length!==Object.keys(r).length)return!1;for(var i in e)if(!t(e[i],r[i]))return!1;return!0}return e===r},t.dot=function(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]},t.dot$1=function(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]+t[3]*e[3]},t.ease=l,t.emitValidationErrors=Jn,t.endsWith=y,t.enforceCacheSizeLimit=function(t){ht(),tt&&tt.then((function(e){e.keys().then((function(r){for(var n=0;n<r.length-t;n++)e.delete(r[n])}))}))},t.evaluateSizeForFeature=wu,t.evaluateSizeForZoom=Tu,t.evaluateVariableOffset=Yu,t.evented=Si,t.extend=f,t.featureFilter=wn,t.filterObject=x,t.fromRotation=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=n,t[1]=r,t[2]=0,t[3]=-r,t[4]=n,t[5]=0,t[6]=0,t[7]=0,t[8]=1,t},t.getAnchorAlignment=gu,t.getAnchorJustification=Wu,t.getArrayBuffer=kt,t.getImage=Et,t.getJSON=function(t,e){return Tt(f(t,{type:\"json\"}),e)},t.getRTLTextPluginStatus=Ei,t.getReferrer=_t,t.getVideo=function(t,e){var r,n,i=self.document.createElement(\"video\");i.muted=!0,i.onloadstart=function(){e(null,i)};for(var a=0;a<t.length;a++){var 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c={},e.tags)c[f]=e.tags[f];c.mapbox_clip_start=i.start/i.size,c.mapbox_clip_end=i.end/i.size}var h={geometry:o,type:\"Polygon\"===a||\"MultiPolygon\"===a?3:\"LineString\"===a||\"MultiLineString\"===a?2:1,tags:c};null!==e.id&&(h.id=e.id),t.features.push(h)}}function wt(t,e,r,n,i,a){var o=n*n;if(n>0&&e.size<(i?o:n))r.numPoints+=e.length/3;else{for(var s=[],l=0;l<e.length;l+=3)(0===n||e[l+2]>o)&&(r.numSimplified++,s.push(e[l]),s.push(e[l+1])),r.numPoints++;i&&function(t,e){for(var r=0,n=0,i=t.length,a=i-2;n<i;a=n,n+=2)r+=(t[n]-t[a])*(t[n+1]+t[a+1]);if(r>0===e)for(n=0,i=t.length;n<i/2;n+=2){var o=t[n],s=t[n+1];t[n]=t[i-2-n],t[n+1]=t[i-1-n],t[i-2-n]=o,t[i-1-n]=s}}(s,a),t.push(s)}}function Tt(t,e){var r=(e=this.options=function(t,e){for(var r in e)t[r]=e[r];return t}(Object.create(this.options),e)).debug;if(r&&console.time(\"preprocess data\"),e.maxZoom<0||e.maxZoom>24)throw new Error(\"maxZoom should be in the 0-24 range\");if(e.promoteId&&e.generateId)throw new Error(\"promoteId and generateId cannot be used together.\");var n=function(t,e){var r=[];if(\"FeatureCollection\"===t.type)for(var n=0;n<t.features.length;n++)rt(r,t.features[n],e,n);else\"Feature\"===t.type?rt(r,t,e):rt(r,{geometry:t},e);return r}(t,e);this.tiles={},this.tileCoords=[],r&&(console.timeEnd(\"preprocess data\"),console.log(\"index: maxZoom: %d, maxPoints: %d\",e.indexMaxZoom,e.indexMaxPoints),console.time(\"generate tiles\"),this.stats={},this.total=0),(n=function(t,e){var r=e.buffer/e.extent,n=t,i=lt(t,1,-1-r,r,0,-1,2,e),a=lt(t,1,1-r,2+r,0,-1,2,e);return(i||a)&&(n=lt(t,1,-r,1+r,0,-1,2,e)||[],i&&(n=gt(i,1).concat(n)),a&&(n=n.concat(gt(a,-1)))),n}(n,e)).length&&this.splitTile(n,0,0,0),r&&(n.length&&console.log(\"features: %d, points: %d\",this.tiles[0].numFeatures,this.tiles[0].numPoints),console.timeEnd(\"generate tiles\"),console.log(\"tiles generated:\",this.total,JSON.stringify(this.stats)))}function kt(t,e,r){return 32*((1<<t)*r+e)+t}function At(t,e){var r=t.tileID.canonical;if(!this._geoJSONIndex)return e(null,null);var n=this._geoJSONIndex.getTile(r.z,r.x,r.y);if(!n)return e(null,null);var i=new g(n.features),a=_(i);0===a.byteOffset&&a.byteLength===a.buffer.byteLength||(a=new Uint8Array(a)),e(null,{vectorTile:i,rawData:a.buffer})}V.prototype.load=function(t){var e=this.options,r=e.log,n=e.minZoom,i=e.maxZoom,a=e.nodeSize;r&&console.time(\"total time\");var o=\"prepare \"+t.length+\" points\";r&&console.time(o),this.points=t;for(var s=[],l=0;l<t.length;l++)t[l].geometry&&s.push(q(t[l],l));this.trees[i+1]=new j(s,J,K,a,Float32Array),r&&console.timeEnd(o);for(var u=i;u>=n;u--){var c=+Date.now();s=this._cluster(s,u),this.trees[u]=new j(s,J,K,a,Float32Array),r&&console.log(\"z%d: %d clusters in %dms\",u,s.length,+Date.now()-c)}return r&&console.timeEnd(\"total time\"),this},V.prototype.getClusters=function(t,e){var r=((t[0]+180)%360+360)%360-180,n=Math.max(-90,Math.min(90,t[1])),i=180===t[2]?180:((t[2]+180)%360+360)%360-180,a=Math.max(-90,Math.min(90,t[3]));if(t[2]-t[0]>=360)r=-180,i=180;else if(r>i){var o=this.getClusters([r,n,180,a],e),s=this.getClusters([-180,n,i,a],e);return o.concat(s)}for(var l=this.trees[this._limitZoom(e)],u=[],c=0,f=l.range(Y(r),W(a),Y(i),W(n));c<f.length;c+=1){var h=f[c],p=l.points[h];u.push(p.numPoints?G(p):this.points[p.index])}return u},V.prototype.getChildren=function(t){var e=this._getOriginId(t),r=this._getOriginZoom(t),n=\"No cluster with the specified id.\",i=this.trees[r];if(!i)throw new Error(n);var a=i.points[e];if(!a)throw new Error(n);for(var o=this.options.radius/(this.options.extent*Math.pow(2,r-1)),s=[],l=0,u=i.within(a.x,a.y,o);l<u.length;l+=1){var c=u[l],f=i.points[c];f.parentId===t&&s.push(f.numPoints?G(f):this.points[f.index])}if(0===s.length)throw new Error(n);return s},V.prototype.getLeaves=function(t,e,r){e=e||10,r=r||0;var n=[];return this._appendLeaves(n,t,e,r,0),n},V.prototype.getTile=function(t,e,r){var n=this.trees[this._limitZoom(t)],i=Math.pow(2,t),a=this.options,o=a.extent,s=a.radius/o,l=(r-s)/i,u=(r+1+s)/i,c={features:[]};return this._addTileFeatures(n.range((e-s)/i,l,(e+1+s)/i,u),n.points,e,r,i,c),0===e&&this._addTileFeatures(n.range(1-s/i,l,1,u),n.points,i,r,i,c),e===i-1&&this._addTileFeatures(n.range(0,l,s/i,u),n.points,-1,r,i,c),c.features.length?c:null},V.prototype.getClusterExpansionZoom=function(t){for(var e=this._getOriginZoom(t)-1;e<=this.options.maxZoom;){var r=this.getChildren(t);if(e++,1!==r.length)break;t=r[0].properties.cluster_id}return e},V.prototype._appendLeaves=function(t,e,r,n,i){for(var a=0,o=this.getChildren(e);a<o.length;a+=1){var s=o[a],l=s.properties;if(l&&l.cluster?i+l.point_count<=n?i+=l.point_count:i=this._appendLeaves(t,l.cluster_id,r,n,i):i<n?i++:t.push(s),t.length===r)break}return i},V.prototype._addTileFeatures=function(t,e,r,n,i,a){for(var o=0,s=t;o<s.length;o+=1){var l=e[s[o]],u=l.numPoints,c={type:1,geometry:[[Math.round(this.options.extent*(l.x*i-r)),Math.round(this.options.extent*(l.y*i-n))]],tags:u?Z(l):this.points[l.index].properties},f=void 0;u?f=l.id:this.options.generateId?f=l.index:this.points[l.index].id&&(f=this.points[l.index].id),void 0!==f&&(c.id=f),a.features.push(c)}},V.prototype._limitZoom=function(t){return Math.max(this.options.minZoom,Math.min(t,this.options.maxZoom+1))},V.prototype._cluster=function(t,e){for(var r=[],n=this.options,i=n.radius,a=n.extent,o=n.reduce,s=i/(a*Math.pow(2,e)),l=0;l<t.length;l++){var u=t[l];if(!(u.zoom<=e)){u.zoom=e;for(var c=this.trees[e+1],f=c.within(u.x,u.y,s),h=u.numPoints||1,p=u.x*h,d=u.y*h,v=o&&h>1?this._map(u,!0):null,g=(l<<5)+(e+1)+this.points.length,y=0,m=f;y<m.length;y+=1){var x=m[y],b=c.points[x];if(!(b.zoom<=e)){b.zoom=e;var _=b.numPoints||1;p+=b.x*_,d+=b.y*_,h+=_,b.parentId=g,o&&(v||(v=this._map(u,!0)),o(v,this._map(b)))}}1===h?r.push(u):(u.parentId=g,r.push(H(p/h,d/h,g,h,v)))}}return r},V.prototype._getOriginId=function(t){return t-this.points.length>>5},V.prototype._getOriginZoom=function(t){return(t-this.points.length)%32},V.prototype._map=function(t,e){if(t.numPoints)return e?X({},t.properties):t.properties;var r=this.points[t.index].properties,n=this.options.map(r);return e&&n===r?X({},n):n},Tt.prototype.options={maxZoom:14,indexMaxZoom:5,indexMaxPoints:1e5,tolerance:3,extent:4096,buffer:64,lineMetrics:!1,promoteId:null,generateId:!1,debug:0},Tt.prototype.splitTile=function(t,e,r,n,i,a,o){for(var s=[t,e,r,n],l=this.options,u=l.debug;s.length;){n=s.pop(),r=s.pop(),e=s.pop(),t=s.pop();var c=1<<e,f=kt(e,r,n),h=this.tiles[f];if(!h&&(u>1&&console.time(\"creation\"),h=this.tiles[f]=bt(t,e,r,n,l),this.tileCoords.push({z:e,x:r,y:n}),u)){u>1&&(console.log(\"tile z%d-%d-%d (features: %d, points: %d, simplified: %d)\",e,r,n,h.numFeatures,h.numPoints,h.numSimplified),console.timeEnd(\"creation\"));var p=\"z\"+e;this.stats[p]=(this.stats[p]||0)+1,this.total++}if(h.source=t,i){if(e===l.maxZoom||e===i)continue;var d=1<<i-e;if(r!==Math.floor(a/d)||n!==Math.floor(o/d))continue}else if(e===l.indexMaxZoom||h.numPoints<=l.indexMaxPoints)continue;if(h.source=null,0!==t.length){u>1&&console.time(\"clipping\");var v,g,y,m,x,b,_=.5*l.buffer/l.extent,w=.5-_,T=.5+_,k=1+_;v=g=y=m=null,x=lt(t,c,r-_,r+T,0,h.minX,h.maxX,l),b=lt(t,c,r+w,r+k,0,h.minX,h.maxX,l),t=null,x&&(v=lt(x,c,n-_,n+T,1,h.minY,h.maxY,l),g=lt(x,c,n+w,n+k,1,h.minY,h.maxY,l),x=null),b&&(y=lt(b,c,n-_,n+T,1,h.minY,h.maxY,l),m=lt(b,c,n+w,n+k,1,h.minY,h.maxY,l),b=null),u>1&&console.timeEnd(\"clipping\"),s.push(v||[],e+1,2*r,2*n),s.push(g||[],e+1,2*r,2*n+1),s.push(y||[],e+1,2*r+1,2*n),s.push(m||[],e+1,2*r+1,2*n+1)}}},Tt.prototype.getTile=function(t,e,r){var n=this.options,i=n.extent,a=n.debug;if(t<0||t>24)return null;var o=1<<t,s=kt(t,e=(e%o+o)%o,r);if(this.tiles[s])return mt(this.tiles[s],i);a>1&&console.log(\"drilling down to z%d-%d-%d\",t,e,r);for(var l,u=t,c=e,f=r;!l&&u>0;)u--,c=Math.floor(c/2),f=Math.floor(f/2),l=this.tiles[kt(u,c,f)];return l&&l.source?(a>1&&console.log(\"found parent tile z%d-%d-%d\",u,c,f),a>1&&console.time(\"drilling down\"),this.splitTile(l.source,u,c,f,t,e,r),a>1&&console.timeEnd(\"drilling down\"),this.tiles[s]?mt(this.tiles[s],i):null):null};var Mt=function(e){function r(t,r,n,i){e.call(this,t,r,n,At),i&&(this.loadGeoJSON=i)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadData=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),this._pendingCallback=e,this._pendingLoadDataParams=t,this._state&&\"Idle\"!==this._state?this._state=\"NeedsLoadData\":(this._state=\"Coalescing\",this._loadData())},r.prototype._loadData=function(){var e=this;if(this._pendingCallback&&this._pendingLoadDataParams){var r=this._pendingCallback,n=this._pendingLoadDataParams;delete this._pendingCallback,delete this._pendingLoadDataParams;var i=!!(n&&n.request&&n.request.collectResourceTiming)&&new t.RequestPerformance(n.request);this.loadGeoJSON(n,(function(a,o){if(a||!o)return r(a);if(\"object\"!=typeof o)return r(new Error(\"Input data given to '\"+n.source+\"' is not a valid GeoJSON object.\"));f(o,!0);try{e._geoJSONIndex=n.cluster?new V(function(e){var r=e.superclusterOptions,n=e.clusterProperties;if(!n||!r)return r;for(var i={},a={},o={accumulated:null,zoom:0},s={properties:null},l=Object.keys(n),u=0,c=l;u<c.length;u+=1){var f=c[u],h=n[f],p=h[0],d=h[1],v=t.createExpression(d),g=t.createExpression(\"string\"==typeof p?[p,[\"accumulated\"],[\"get\",f]]:p);i[f]=v.value,a[f]=g.value}return r.map=function(t){s.properties=t;for(var e={},r=0,n=l;r<n.length;r+=1){var a=n[r];e[a]=i[a].evaluate(o,s)}return e},r.reduce=function(t,e){s.properties=e;for(var r=0,n=l;r<n.length;r+=1){var i=n[r];o.accumulated=t[i],t[i]=a[i].evaluate(o,s)}},r}(n)).load(o.features):function(t,e){return new Tt(t,e)}(o,n.geojsonVtOptions)}catch(a){return r(a)}e.loaded={};var s={};if(i){var l=i.finish();l&&(s.resourceTiming={},s.resourceTiming[n.source]=JSON.parse(JSON.stringify(l)))}r(null,s)}))}},r.prototype.coalesce=function(){\"Coalescing\"===this._state?this._state=\"Idle\":\"NeedsLoadData\"===this._state&&(this._state=\"Coalescing\",this._loadData())},r.prototype.reloadTile=function(t,r){var n=this.loaded,i=t.uid;return n&&n[i]?e.prototype.reloadTile.call(this,t,r):this.loadTile(t,r)},r.prototype.loadGeoJSON=function(e,r){if(e.request)t.getJSON(e.request,r);else{if(\"string\"!=typeof e.data)return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"));try{return r(null,JSON.parse(e.data))}catch(t){return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"))}}},r.prototype.removeSource=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),e()},r.prototype.getClusterExpansionZoom=function(t,e){try{e(null,this._geoJSONIndex.getClusterExpansionZoom(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterChildren=function(t,e){try{e(null,this._geoJSONIndex.getChildren(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterLeaves=function(t,e){try{e(null,this._geoJSONIndex.getLeaves(t.clusterId,t.limit,t.offset))}catch(t){e(t)}},r}(l);var St=function(e){var r=this;this.self=e,this.actor=new t.Actor(e,this),this.layerIndexes={},this.availableImages={},this.workerSourceTypes={vector:l,geojson:Mt},this.workerSources={},this.demWorkerSources={},this.self.registerWorkerSource=function(t,e){if(r.workerSourceTypes[t])throw new Error('Worker source with name \"'+t+'\" already registered.');r.workerSourceTypes[t]=e},this.self.registerRTLTextPlugin=function(e){if(t.plugin.isParsed())throw new Error(\"RTL text plugin already registered.\");t.plugin.applyArabicShaping=e.applyArabicShaping,t.plugin.processBidirectionalText=e.processBidirectionalText,t.plugin.processStyledBidirectionalText=e.processStyledBidirectionalText}};return St.prototype.setReferrer=function(t,e){this.referrer=e},St.prototype.setImages=function(t,e,r){for(var n in this.availableImages[t]=e,this.workerSources[t]){var i=this.workerSources[t][n];for(var a in i)i[a].availableImages=e}r()},St.prototype.setLayers=function(t,e,r){this.getLayerIndex(t).replace(e),r()},St.prototype.updateLayers=function(t,e,r){this.getLayerIndex(t).update(e.layers,e.removedIds),r()},St.prototype.loadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).loadTile(e,r)},St.prototype.loadDEMTile=function(t,e,r){this.getDEMWorkerSource(t,e.source).loadTile(e,r)},St.prototype.reloadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).reloadTile(e,r)},St.prototype.abortTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).abortTile(e,r)},St.prototype.removeTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).removeTile(e,r)},St.prototype.removeDEMTile=function(t,e){this.getDEMWorkerSource(t,e.source).removeTile(e)},St.prototype.removeSource=function(t,e,r){if(this.workerSources[t]&&this.workerSources[t][e.type]&&this.workerSources[t][e.type][e.source]){var n=this.workerSources[t][e.type][e.source];delete this.workerSources[t][e.type][e.source],void 0!==n.removeSource?n.removeSource(e,r):r()}},St.prototype.loadWorkerSource=function(t,e,r){try{this.self.importScripts(e.url),r()}catch(t){r(t.toString())}},St.prototype.syncRTLPluginState=function(e,r,n){try{t.plugin.setState(r);var i=t.plugin.getPluginURL();if(t.plugin.isLoaded()&&!t.plugin.isParsed()&&null!=i){this.self.importScripts(i);var a=t.plugin.isParsed();n(a?void 0:new Error(\"RTL Text Plugin failed to import scripts from \"+i),a)}}catch(t){n(t.toString())}},St.prototype.getAvailableImages=function(t){var e=this.availableImages[t];return e||(e=[]),e},St.prototype.getLayerIndex=function(t){var e=this.layerIndexes[t];return e||(e=this.layerIndexes[t]=new n),e},St.prototype.getWorkerSource=function(t,e,r){var n=this;if(this.workerSources[t]||(this.workerSources[t]={}),this.workerSources[t][e]||(this.workerSources[t][e]={}),!this.workerSources[t][e][r]){var i={send:function(e,r,i){n.actor.send(e,r,i,t)}};this.workerSources[t][e][r]=new this.workerSourceTypes[e](i,this.getLayerIndex(t),this.getAvailableImages(t))}return this.workerSources[t][e][r]},St.prototype.getDEMWorkerSource=function(t,e){return this.demWorkerSources[t]||(this.demWorkerSources[t]={}),this.demWorkerSources[t][e]||(this.demWorkerSources[t][e]=new c),this.demWorkerSources[t][e]},St.prototype.enforceCacheSizeLimit=function(e,r){t.enforceCacheSizeLimit(r)},\"undefined\"!=typeof WorkerGlobalScope&&void 0!==t.window&&t.window instanceof WorkerGlobalScope&&(t.window.worker=new St(t.window)),St})),n(0,(function(t){var e=t.createCommonjsModule((function(t){function e(t){return!r(t)}function r(t){return\"undefined\"!=typeof window&&\"undefined\"!=typeof 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t=document.createElement(\"canvas\");t.width=t.height=1;var e=t.getContext(\"2d\");if(!e)return!1;var r=e.getImageData(0,0,1,1);return r&&r.width===t.width}()?(r=t&&t.failIfMajorPerformanceCaveat,void 0===n[r]&&(n[r]=function(t){var r=function(t){var r=document.createElement(\"canvas\"),n=Object.create(e.webGLContextAttributes);return n.failIfMajorPerformanceCaveat=t,r.probablySupportsContext?r.probablySupportsContext(\"webgl\",n)||r.probablySupportsContext(\"experimental-webgl\",n):r.supportsContext?r.supportsContext(\"webgl\",n)||r.supportsContext(\"experimental-webgl\",n):r.getContext(\"webgl\",n)||r.getContext(\"experimental-webgl\",n)}(t);if(!r)return!1;var n=r.createShader(r.VERTEX_SHADER);return!(!n||r.isContextLost())&&(r.shaderSource(n,\"void main() {}\"),r.compileShader(n),!0===r.getShaderParameter(n,r.COMPILE_STATUS))}(r)),n[r]?void 0:\"insufficient WebGL support\"):\"insufficient Canvas/getImageData support\":\"insufficient ArrayBuffer support\":\"insufficient 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s=i([\"transform\",\"WebkitTransform\"]);r.setTransform=function(t,e){t.style[s]=e};var l=!1;try{var u=Object.defineProperty({},\"passive\",{get:function(){l=!0}});t.window.addEventListener(\"test\",u,u),t.window.removeEventListener(\"test\",u,u)}catch(t){l=!1}r.addEventListener=function(t,e,r,n){void 0===n&&(n={}),\"passive\"in n&&l?t.addEventListener(e,r,n):t.addEventListener(e,r,n.capture)},r.removeEventListener=function(t,e,r,n){void 0===n&&(n={}),\"passive\"in n&&l?t.removeEventListener(e,r,n):t.removeEventListener(e,r,n.capture)};var c=function(e){e.preventDefault(),e.stopPropagation(),t.window.removeEventListener(\"click\",c,!0)};function f(t){var e=t.userImage;return!!(e&&e.render&&e.render())&&(t.data.replace(new Uint8Array(e.data.buffer)),!0)}r.suppressClick=function(){t.window.addEventListener(\"click\",c,!0),t.window.setTimeout((function(){t.window.removeEventListener(\"click\",c,!0)}),0)},r.mousePos=function(e,r){var n=e.getBoundingClientRect();return new 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n=r[e],i=n.ids,a=n.callback;this._notify(i,a)}this.requestors=[]}},r.prototype.getImage=function(t){return this.images[t]},r.prototype.addImage=function(t,e){this._validate(t,e)&&(this.images[t]=e)},r.prototype._validate=function(e,r){var n=!0;return this._validateStretch(r.stretchX,r.data&&r.data.width)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchX\" value'))),n=!1),this._validateStretch(r.stretchY,r.data&&r.data.height)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchY\" value'))),n=!1),this._validateContent(r.content,r)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"content\" value'))),n=!1),n},r.prototype._validateStretch=function(t,e){if(!t)return!0;for(var r=0,n=0,i=t;n<i.length;n+=1){var 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s=this.images[o];s?n[o]={data:s.data.clone(),pixelRatio:s.pixelRatio,sdf:s.sdf,version:s.version,stretchX:s.stretchX,stretchY:s.stretchY,content:s.content,hasRenderCallback:Boolean(s.userImage&&s.userImage.render)}:t.warnOnce('Image \"'+o+'\" could not be loaded. Please make sure you have added the image with map.addImage() or a \"sprite\" property in your style. You can provide missing images by listening for the \"styleimagemissing\" map event.')}r(null,n)},r.prototype.getPixelSize=function(){var t=this.atlasImage;return{width:t.width,height:t.height}},r.prototype.getPattern=function(e){var r=this.patterns[e],n=this.getImage(e);if(!n)return null;if(r&&r.position.version===n.version)return r.position;if(r)r.position.version=n.version;else{var i={w:n.data.width+2,h:n.data.height+2,x:0,y:0},a=new t.ImagePosition(i,n);this.patterns[e]={bin:i,position:a}}return this._updatePatternAtlas(),this.patterns[e].position},r.prototype.bind=function(e){var r=e.gl;this.atlasTexture?this.dirty&&(this.atlasTexture.update(this.atlasImage),this.dirty=!1):this.atlasTexture=new t.Texture(e,this.atlasImage,r.RGBA),this.atlasTexture.bind(r.LINEAR,r.CLAMP_TO_EDGE)},r.prototype._updatePatternAtlas=function(){var e=[];for(var r in this.patterns)e.push(this.patterns[r].bin);var n=t.potpack(e),i=n.w,a=n.h,o=this.atlasImage;for(var s in o.resize({width:i||1,height:a||1}),this.patterns){var l=this.patterns[s].bin,u=l.x+1,c=l.y+1,f=this.images[s].data,h=f.width,p=f.height;t.RGBAImage.copy(f,o,{x:0,y:0},{x:u,y:c},{width:h,height:p}),t.RGBAImage.copy(f,o,{x:0,y:p-1},{x:u,y:c-1},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:u,y:c+p},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:h-1,y:0},{x:u-1,y:c},{width:1,height:p}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:u+h,y:c},{width:1,height:p})}this.dirty=!0},r.prototype.beginFrame=function(){this.callbackDispatchedThisFrame={}},r.prototype.dispatchRenderCallbacks=function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e];if(!this.callbackDispatchedThisFrame[n]){this.callbackDispatchedThisFrame[n]=!0;var i=this.images[n];f(i)&&this.updateImage(n,i)}}},r}(t.Evented);var p=g,d=g,v=1e20;function g(t,e,r,n,i,a){this.fontSize=t||24,this.buffer=void 0===e?3:e,this.cutoff=n||.25,this.fontFamily=i||\"sans-serif\",this.fontWeight=a||\"normal\",this.radius=r||8;var o=this.size=this.fontSize+2*this.buffer;this.canvas=document.createElement(\"canvas\"),this.canvas.width=this.canvas.height=o,this.ctx=this.canvas.getContext(\"2d\"),this.ctx.font=this.fontWeight+\" \"+this.fontSize+\"px \"+this.fontFamily,this.ctx.textBaseline=\"middle\",this.ctx.fillStyle=\"black\",this.gridOuter=new Float64Array(o*o),this.gridInner=new Float64Array(o*o),this.f=new Float64Array(o),this.d=new Float64Array(o),this.z=new Float64Array(o+1),this.v=new Int16Array(o),this.middle=Math.round(o/2*(navigator.userAgent.indexOf(\"Gecko/\")>=0?1.2:1))}function y(t,e,r,n,i,a,o){for(var s=0;s<e;s++){for(var l=0;l<r;l++)n[l]=t[l*e+s];for(m(n,i,a,o,r),l=0;l<r;l++)t[l*e+s]=i[l]}for(l=0;l<r;l++){for(s=0;s<e;s++)n[s]=t[l*e+s];for(m(n,i,a,o,e),s=0;s<e;s++)t[l*e+s]=Math.sqrt(i[s])}}function m(t,e,r,n,i){r[0]=0,n[0]=-v,n[1]=+v;for(var a=1,o=0;a<i;a++){for(var s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);s<=n[o];)o--,s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);r[++o]=a,n[o]=s,n[o+1]=+v}for(a=0,o=0;a<i;a++){for(;n[o+1]<a;)o++;e[a]=(a-r[o])*(a-r[o])+t[r[o]]}}g.prototype.draw=function(t){this.ctx.clearRect(0,0,this.size,this.size),this.ctx.fillText(t,this.buffer,this.middle);for(var e=this.ctx.getImageData(0,0,this.size,this.size),r=new Uint8ClampedArray(this.size*this.size),n=0;n<this.size*this.size;n++){var i=e.data[4*n+3]/255;this.gridOuter[n]=1===i?0:0===i?v:Math.pow(Math.max(0,.5-i),2),this.gridInner[n]=1===i?v:0===i?0:Math.pow(Math.max(0,i-.5),2)}for(y(this.gridOuter,this.size,this.size,this.f,this.d,this.v,this.z),y(this.gridInner,this.size,this.size,this.f,this.d,this.v,this.z),n=0;n<this.size*this.size;n++){var a=this.gridOuter[n]-this.gridInner[n];r[n]=Math.max(0,Math.min(255,Math.round(255-255*(a/this.radius+this.cutoff))))}return r},p.default=d;var x=function(t,e){this.requestManager=t,this.localIdeographFontFamily=e,this.entries={}};x.prototype.setURL=function(t){this.url=t},x.prototype.getGlyphs=function(e,r){var n=this,i=[];for(var a in e)for(var o=0,s=e[a];o<s.length;o+=1){var l=s[o];i.push({stack:a,id:l})}t.asyncAll(i,(function(t,e){var r=t.stack,i=t.id,a=n.entries[r];a||(a=n.entries[r]={glyphs:{},requests:{},ranges:{}});var o=a.glyphs[i];if(void 0===o){if(o=n._tinySDF(a,r,i))return a.glyphs[i]=o,void e(null,{stack:r,id:i,glyph:o});var s=Math.floor(i/256);if(256*s>65535)e(new Error(\"glyphs > 65535 not supported\"));else if(a.ranges[s])e(null,{stack:r,id:i,glyph:o});else{var l=a.requests[s];l||(l=a.requests[s]=[],x.loadGlyphRange(r,s,n.url,n.requestManager,(function(t,e){if(e){for(var r in e)n._doesCharSupportLocalGlyph(+r)||(a.glyphs[+r]=e[+r]);a.ranges[s]=!0}for(var i=0,o=l;i<o.length;i+=1)(0,o[i])(t,e);delete a.requests[s]}))),l.push((function(t,n){t?e(t):n&&e(null,{stack:r,id:i,glyph:n[i]||null})}))}}else e(null,{stack:r,id:i,glyph:o})}),(function(t,e){if(t)r(t);else if(e){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.stack,l=o.id,u=o.glyph;(n[s]||(n[s]={}))[l]=u&&{id:u.id,bitmap:u.bitmap.clone(),metrics:u.metrics}}r(null,n)}}))},x.prototype._doesCharSupportLocalGlyph=function(e){return!!this.localIdeographFontFamily&&(t.isChar[\"CJK Unified Ideographs\"](e)||t.isChar[\"Hangul Syllables\"](e)||t.isChar.Hiragana(e)||t.isChar.Katakana(e))},x.prototype._tinySDF=function(e,r,n){var i=this.localIdeographFontFamily;if(i&&this._doesCharSupportLocalGlyph(n)){var a=e.tinySDF;if(!a){var o=\"400\";/bold/i.test(r)?o=\"900\":/medium/i.test(r)?o=\"500\":/light/i.test(r)&&(o=\"200\"),a=e.tinySDF=new x.TinySDF(24,3,8,.25,i,o)}return{id:n,bitmap:new t.AlphaImage({width:30,height:30},a.draw(String.fromCharCode(n))),metrics:{width:24,height:24,left:0,top:-8,advance:24}}}},x.loadGlyphRange=function(e,r,n,i,a){var o=256*r,s=o+255,l=i.transformRequest(i.normalizeGlyphsURL(n).replace(\"{fontstack}\",e).replace(\"{range}\",o+\"-\"+s),t.ResourceType.Glyphs);t.getArrayBuffer(l,(function(e,r){if(e)a(e);else if(r){for(var n={},i=0,o=t.parseGlyphPBF(r);i<o.length;i+=1){var s=o[i];n[s.id]=s}a(null,n)}}))},x.TinySDF=p;var b=function(){this.specification=t.styleSpec.light.position};b.prototype.possiblyEvaluate=function(e,r){return t.sphericalToCartesian(e.expression.evaluate(r))},b.prototype.interpolate=function(e,r,n){return{x:t.number(e.x,r.x,n),y:t.number(e.y,r.y,n),z:t.number(e.z,r.z,n)}};var _=new t.Properties({anchor:new t.DataConstantProperty(t.styleSpec.light.anchor),position:new b,color:new t.DataConstantProperty(t.styleSpec.light.color),intensity:new t.DataConstantProperty(t.styleSpec.light.intensity)}),w=\"-transition\",T=function(e){function r(r){e.call(this),this._transitionable=new t.Transitionable(_),this.setLight(r),this._transitioning=this._transitionable.untransitioned()}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getLight=function(){return this._transitionable.serialize()},r.prototype.setLight=function(e,r){if(void 0===r&&(r={}),!this._validate(t.validateLight,e,r))for(var n in e){var i=e[n];t.endsWith(n,w)?this._transitionable.setTransition(n.slice(0,-11),i):this._transitionable.setValue(n,i)}},r.prototype.updateTransitions=function(t){this._transitioning=this._transitionable.transitioned(t,this._transitioning)},r.prototype.hasTransition=function(){return this._transitioning.hasTransition()},r.prototype.recalculate=function(t){this.properties=this._transitioning.possiblyEvaluate(t)},r.prototype._validate=function(e,r,n){return(!n||!1!==n.validate)&&t.emitValidationErrors(this,e.call(t.validateStyle,t.extend({value:r,style:{glyphs:!0,sprite:!0},styleSpec:t.styleSpec})))},r}(t.Evented),k=function(t,e){this.width=t,this.height=e,this.nextRow=0,this.data=new Uint8Array(this.width*this.height),this.dashEntry={}};k.prototype.getDash=function(t,e){var r=t.join(\",\")+String(e);return this.dashEntry[r]||(this.dashEntry[r]=this.addDash(t,e)),this.dashEntry[r]},k.prototype.getDashRanges=function(t,e,r){var n=[],i=t.length%2==1?-t[t.length-1]*r:0,a=t[0]*r,o=!0;n.push({left:i,right:a,isDash:o,zeroLength:0===t[0]});for(var s=t[0],l=1;l<t.length;l++){o=!o;var u=t[l];i=s*r,a=(s+=u)*r,n.push({left:i,right:a,isDash:o,zeroLength:0===u})}return n},k.prototype.addRoundDash=function(t,e,r){for(var n=e/2,i=-r;i<=r;i++)for(var a=this.nextRow+r+i,o=this.width*a,s=0,l=t[s],u=0;u<this.width;u++){u/l.right>1&&(l=t[++s]);var c=Math.abs(u-l.left),f=Math.abs(u-l.right),h=Math.min(c,f),p=void 0,d=i/r*(n+1);if(l.isDash){var v=n-Math.abs(d);p=Math.sqrt(h*h+v*v)}else p=n-Math.sqrt(h*h+d*d);this.data[o+u]=Math.max(0,Math.min(255,p+128))}},k.prototype.addRegularDash=function(t){for(var e=t.length-1;e>=0;--e){var r=t[e],n=t[e+1];r.zeroLength?t.splice(e,1):n&&n.isDash===r.isDash&&(n.left=r.left,t.splice(e,1))}var i=t[0],a=t[t.length-1];i.isDash===a.isDash&&(i.left=a.left-this.width,a.right=i.right+this.width);for(var o=this.width*this.nextRow,s=0,l=t[s],u=0;u<this.width;u++){u/l.right>1&&(l=t[++s]);var c=Math.abs(u-l.left),f=Math.abs(u-l.right),h=Math.min(c,f),p=l.isDash?h:-h;this.data[o+u]=Math.max(0,Math.min(255,p+128))}},k.prototype.addDash=function(e,r){var n=r?7:0,i=2*n+1;if(this.nextRow+i>this.height)return t.warnOnce(\"LineAtlas out of space\"),null;for(var a=0,o=0;o<e.length;o++)a+=e[o];if(0!==a){var s=this.width/a,l=this.getDashRanges(e,this.width,s);r?this.addRoundDash(l,s,n):this.addRegularDash(l)}var u={y:(this.nextRow+n+.5)/this.height,height:2*n/this.height,width:a};return this.nextRow+=i,this.dirty=!0,u},k.prototype.bind=function(t){var e=t.gl;this.texture?(e.bindTexture(e.TEXTURE_2D,this.texture),this.dirty&&(this.dirty=!1,e.texSubImage2D(e.TEXTURE_2D,0,0,0,this.width,this.height,e.ALPHA,e.UNSIGNED_BYTE,this.data))):(this.texture=e.createTexture(),e.bindTexture(e.TEXTURE_2D,this.texture),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,e.LINEAR),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,e.LINEAR),e.texImage2D(e.TEXTURE_2D,0,e.ALPHA,this.width,this.height,0,e.ALPHA,e.UNSIGNED_BYTE,this.data))};var A=function e(r,n){this.workerPool=r,this.actors=[],this.currentActor=0,this.id=t.uniqueId();for(var i=this.workerPool.acquire(this.id),a=0;a<i.length;a++){var o=i[a],s=new e.Actor(o,n,this.id);s.name=\"Worker \"+a,this.actors.push(s)}};function M(e,r,n){var i=function(i,a){if(i)return n(i);if(a){var o=t.pick(t.extend(a,e),[\"tiles\",\"minzoom\",\"maxzoom\",\"attribution\",\"mapbox_logo\",\"bounds\",\"scheme\",\"tileSize\",\"encoding\"]);a.vector_layers&&(o.vectorLayers=a.vector_layers,o.vectorLayerIds=o.vectorLayers.map((function(t){return t.id}))),o.tiles=r.canonicalizeTileset(o,e.url),n(null,o)}};return e.url?t.getJSON(r.transformRequest(r.normalizeSourceURL(e.url),t.ResourceType.Source),i):t.browser.frame((function(){return i(null,e)}))}A.prototype.broadcast=function(e,r,n){n=n||function(){},t.asyncAll(this.actors,(function(t,n){t.send(e,r,n)}),n)},A.prototype.getActor=function(){return this.currentActor=(this.currentActor+1)%this.actors.length,this.actors[this.currentActor]},A.prototype.remove=function(){this.actors.forEach((function(t){t.remove()})),this.actors=[],this.workerPool.release(this.id)},A.Actor=t.Actor;var S=function(e,r,n){this.bounds=t.LngLatBounds.convert(this.validateBounds(e)),this.minzoom=r||0,this.maxzoom=n||24};S.prototype.validateBounds=function(t){return Array.isArray(t)&&4===t.length?[Math.max(-180,t[0]),Math.max(-90,t[1]),Math.min(180,t[2]),Math.min(90,t[3])]:[-180,-90,180,90]},S.prototype.contains=function(e){var r=Math.pow(2,e.z),n=Math.floor(t.mercatorXfromLng(this.bounds.getWest())*r),i=Math.floor(t.mercatorYfromLat(this.bounds.getNorth())*r),a=Math.ceil(t.mercatorXfromLng(this.bounds.getEast())*r),o=Math.ceil(t.mercatorYfromLat(this.bounds.getSouth())*r);return e.x>=n&&e.x<a&&e.y>=i&&e.y<o};var E=function(e){function r(r,n,i,a){if(e.call(this),this.id=r,this.dispatcher=i,this.type=\"vector\",this.minzoom=0,this.maxzoom=22,this.scheme=\"xyz\",this.tileSize=512,this.reparseOverscaled=!0,this.isTileClipped=!0,this._loaded=!1,t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\",\"promoteId\"])),this._options=t.extend({type:\"vector\"},n),this._collectResourceTiming=n.collectResourceTiming,512!==this.tileSize)throw new Error(\"vector tile sources must have a tileSize of 512\");this.setEventedParent(a)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new S(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles,e.map._requestManager._customAccessToken),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken,e.map._requestManager._customAccessToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme)),i={request:this.map._requestManager.transformRequest(n,t.ResourceType.Tile),uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,tileSize:this.tileSize*e.tileID.overscaleFactor(),type:this.type,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};function a(n,i){return delete e.request,e.aborted?r(null):n&&404!==n.status?r(n):(i&&i.resourceTiming&&(e.resourceTiming=i.resourceTiming),this.map._refreshExpiredTiles&&i&&e.setExpiryData(i),e.loadVectorData(i,this.map.painter),t.cacheEntryPossiblyAdded(this.dispatcher),r(null),void(e.reloadCallback&&(this.loadTile(e,e.reloadCallback),e.reloadCallback=null)))}i.request.collectResourceTiming=this._collectResourceTiming,e.actor&&\"expired\"!==e.state?\"loading\"===e.state?e.reloadCallback=r:e.request=e.actor.send(\"reloadTile\",i,a.bind(this)):(e.actor=this.dispatcher.getActor(),e.request=e.actor.send(\"loadTile\",i,a.bind(this)))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.actor&&t.actor.send(\"abortTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.unloadTile=function(t){t.unloadVectorData(),t.actor&&t.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.hasTransition=function(){return!1},r}(t.Evented),L=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.dispatcher=i,this.setEventedParent(a),this.type=\"raster\",this.minzoom=0,this.maxzoom=22,this.roundZoom=!0,this.scheme=\"xyz\",this.tileSize=512,this._loaded=!1,this._options=t.extend({type:\"raster\"},n),t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\"]))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new S(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.loadTile=function(e,r){var n=this,i=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);e.request=t.getImage(this.map._requestManager.transformRequest(i,t.ResourceType.Tile),(function(i,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(i)e.state=\"errored\",r(i);else if(a){n.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=n.map.painter.context,s=o.gl;e.texture=n.map.painter.getTileTexture(a.width),e.texture?e.texture.update(a,{useMipmap:!0}):(e.texture=new t.Texture(o,a,s.RGBA,{useMipmap:!0}),e.texture.bind(s.LINEAR,s.CLAMP_TO_EDGE,s.LINEAR_MIPMAP_NEAREST),o.extTextureFilterAnisotropic&&s.texParameterf(s.TEXTURE_2D,o.extTextureFilterAnisotropic.TEXTURE_MAX_ANISOTROPY_EXT,o.extTextureFilterAnisotropicMax)),e.state=\"loaded\",t.cacheEntryPossiblyAdded(n.dispatcher),r(null)}}))},r.prototype.abortTile=function(t,e){t.request&&(t.request.cancel(),delete t.request),e()},r.prototype.unloadTile=function(t,e){t.texture&&this.map.painter.saveTileTexture(t.texture),e()},r.prototype.hasTransition=function(){return!1},r}(t.Evented),C=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),this.type=\"raster-dem\",this.maxzoom=22,this._options=t.extend({type:\"raster-dem\"},n),this.encoding=n.encoding||\"mapbox\"}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.serialize=function(){return{type:\"raster-dem\",url:this.url,tileSize:this.tileSize,tiles:this.tiles,bounds:this.bounds,encoding:this.encoding}},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);function i(t,n){t&&(e.state=\"errored\",r(t)),n&&(e.dem=n,e.needsHillshadePrepare=!0,e.state=\"loaded\",r(null))}e.request=t.getImage(this.map._requestManager.transformRequest(n,t.ResourceType.Tile),function(n,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(n)e.state=\"errored\",r(n);else if(a){this.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=t.window.ImageBitmap&&a instanceof t.window.ImageBitmap&&t.offscreenCanvasSupported()?a:t.browser.getImageData(a,1),s={uid:e.uid,coord:e.tileID,source:this.id,rawImageData:o,encoding:this.encoding};e.actor&&\"expired\"!==e.state||(e.actor=this.dispatcher.getActor(),e.actor.send(\"loadDEMTile\",s,i.bind(this)))}}.bind(this)),e.neighboringTiles=this._getNeighboringTiles(e.tileID)},r.prototype._getNeighboringTiles=function(e){var r=e.canonical,n=Math.pow(2,r.z),i=(r.x-1+n)%n,a=0===r.x?e.wrap-1:e.wrap,o=(r.x+1+n)%n,s=r.x+1===n?e.wrap+1:e.wrap,l={};return l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y).key]={backfilled:!1},r.y>0&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y-1).key]={backfilled:!1}),r.y+1<n&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y+1).key]={backfilled:!1}),l},r.prototype.unloadTile=function(t){t.demTexture&&this.map.painter.saveTileTexture(t.demTexture),t.fbo&&(t.fbo.destroy(),delete t.fbo),t.dem&&delete t.dem,delete t.neighboringTiles,t.state=\"unloaded\",t.actor&&t.actor.send(\"removeDEMTile\",{uid:t.uid,source:this.id})},r}(L),P=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.type=\"geojson\",this.minzoom=0,this.maxzoom=18,this.tileSize=512,this.isTileClipped=!0,this.reparseOverscaled=!0,this._removed=!1,this._loaded=!1,this.actor=i.getActor(),this.setEventedParent(a),this._data=n.data,this._options=t.extend({},n),this._collectResourceTiming=n.collectResourceTiming,this._resourceTiming=[],void 0!==n.maxzoom&&(this.maxzoom=n.maxzoom),n.type&&(this.type=n.type),n.attribution&&(this.attribution=n.attribution),this.promoteId=n.promoteId;var o=t.EXTENT/this.tileSize;this.workerOptions=t.extend({source:this.id,cluster:n.cluster||!1,geojsonVtOptions:{buffer:(void 0!==n.buffer?n.buffer:128)*o,tolerance:(void 0!==n.tolerance?n.tolerance:.375)*o,extent:t.EXTENT,maxZoom:this.maxzoom,lineMetrics:n.lineMetrics||!1,generateId:n.generateId||!1},superclusterOptions:{maxZoom:void 0!==n.clusterMaxZoom?Math.min(n.clusterMaxZoom,this.maxzoom-1):this.maxzoom-1,extent:t.EXTENT,radius:(n.clusterRadius||50)*o,log:!1,generateId:n.generateId||!1},clusterProperties:n.clusterProperties},n.workerOptions)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(r){if(r)e.fire(new t.ErrorEvent(r));else{var n={dataType:\"source\",sourceDataType:\"metadata\"};e._collectResourceTiming&&e._resourceTiming&&e._resourceTiming.length>0&&(n.resourceTiming=e._resourceTiming,e._resourceTiming=[]),e.fire(new t.Event(\"data\",n))}}))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setData=function(e){var r=this;return this._data=e,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(e){if(e)r.fire(new t.ErrorEvent(e));else{var n={dataType:\"source\",sourceDataType:\"content\"};r._collectResourceTiming&&r._resourceTiming&&r._resourceTiming.length>0&&(n.resourceTiming=r._resourceTiming,r._resourceTiming=[]),r.fire(new t.Event(\"data\",n))}})),this},r.prototype.getClusterExpansionZoom=function(t,e){return this.actor.send(\"geojson.getClusterExpansionZoom\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterChildren=function(t,e){return this.actor.send(\"geojson.getClusterChildren\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterLeaves=function(t,e,r,n){return this.actor.send(\"geojson.getClusterLeaves\",{source:this.id,clusterId:t,limit:e,offset:r},n),this},r.prototype._updateWorkerData=function(e){var r=this;this._loaded=!1;var n=t.extend({},this.workerOptions),i=this._data;\"string\"==typeof i?(n.request=this.map._requestManager.transformRequest(t.browser.resolveURL(i),t.ResourceType.Source),n.request.collectResourceTiming=this._collectResourceTiming):n.data=JSON.stringify(i),this.actor.send(this.type+\".loadData\",n,(function(t,i){r._removed||i&&i.abandoned||(r._loaded=!0,i&&i.resourceTiming&&i.resourceTiming[r.id]&&(r._resourceTiming=i.resourceTiming[r.id].slice(0)),r.actor.send(r.type+\".coalesce\",{source:n.source},null),e(t))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.loadTile=function(e,r){var n=this,i=e.actor?\"reloadTile\":\"loadTile\";e.actor=this.actor;var a={type:this.type,uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,maxZoom:this.maxzoom,tileSize:this.tileSize,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};e.request=this.actor.send(i,a,(function(t,a){return delete e.request,e.unloadVectorData(),e.aborted?r(null):t?r(t):(e.loadVectorData(a,n.map.painter,\"reloadTile\"===i),r(null))}))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.aborted=!0},r.prototype.unloadTile=function(t){t.unloadVectorData(),this.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id})},r.prototype.onRemove=function(){this._removed=!0,this.actor.send(\"removeSource\",{type:this.type,source:this.id})},r.prototype.serialize=function(){return t.extend({},this._options,{type:this.type,data:this._data})},r.prototype.hasTransition=function(){return!1},r}(t.Evented),O=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2},{name:\"a_texture_pos\",type:\"Int16\",components:2}]),I=function(e){function r(t,r,n,i){e.call(this),this.id=t,this.dispatcher=n,this.coordinates=r.coordinates,this.type=\"image\",this.minzoom=0,this.maxzoom=22,this.tileSize=512,this.tiles={},this._loaded=!1,this.setEventedParent(i),this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(e,r){var n=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this.url=this.options.url,t.getImage(this.map._requestManager.transformRequest(this.url,t.ResourceType.Image),(function(i,a){n._loaded=!0,i?n.fire(new t.ErrorEvent(i)):a&&(n.image=a,e&&(n.coordinates=e),r&&r(),n._finishLoading())}))},r.prototype.loaded=function(){return this._loaded},r.prototype.updateImage=function(t){var e=this;return this.image&&t.url?(this.options.url=t.url,this.load(t.coordinates,(function(){e.texture=null})),this):this},r.prototype._finishLoading=function(){this.map&&(this.setCoordinates(this.coordinates),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setCoordinates=function(e){var r=this;this.coordinates=e;var n=e.map(t.MercatorCoordinate.fromLngLat);this.tileID=function(e){for(var r=1/0,n=1/0,i=-1/0,a=-1/0,o=0,s=e;o<s.length;o+=1){var l=s[o];r=Math.min(r,l.x),n=Math.min(n,l.y),i=Math.max(i,l.x),a=Math.max(a,l.y)}var u=i-r,c=a-n,f=Math.max(u,c),h=Math.max(0,Math.floor(-Math.log(f)/Math.LN2)),p=Math.pow(2,h);return new t.CanonicalTileID(h,Math.floor((r+i)/2*p),Math.floor((n+a)/2*p))}(n),this.minzoom=this.maxzoom=this.tileID.z;var i=n.map((function(t){return r.tileID.getTilePoint(t)._round()}));return this._boundsArray=new t.StructArrayLayout4i8,this._boundsArray.emplaceBack(i[0].x,i[0].y,0,0),this._boundsArray.emplaceBack(i[1].x,i[1].y,t.EXTENT,0),this._boundsArray.emplaceBack(i[3].x,i[3].y,0,t.EXTENT),this._boundsArray.emplaceBack(i[2].x,i[2].y,t.EXTENT,t.EXTENT),this.boundsBuffer&&(this.boundsBuffer.destroy(),delete this.boundsBuffer),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})),this},r.prototype.prepare=function(){if(0!==Object.keys(this.tiles).length&&this.image){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,O.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture||(this.texture=new t.Texture(e,this.image,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.loadTile=function(t,e){this.tileID&&this.tileID.equals(t.tileID.canonical)?(this.tiles[String(t.tileID.wrap)]=t,t.buckets={},e(null)):(t.state=\"errored\",e(null))},r.prototype.serialize=function(){return{type:\"image\",url:this.options.url,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return!1},r}(t.Evented);var D=function(e){function r(t,r,n,i){e.call(this,t,r,n,i),this.roundZoom=!0,this.type=\"video\",this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1;var r=this.options;this.urls=[];for(var n=0,i=r.urls;n<i.length;n+=1){var a=i[n];this.urls.push(this.map._requestManager.transformRequest(a,t.ResourceType.Source).url)}t.getVideo(this.urls,(function(r,n){e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(e.video=n,e.video.loop=!0,e.video.addEventListener(\"playing\",(function(){e.map.triggerRepaint()})),e.map&&e.video.play(),e._finishLoading())}))},r.prototype.pause=function(){this.video&&this.video.pause()},r.prototype.play=function(){this.video&&this.video.play()},r.prototype.seek=function(e){if(this.video){var r=this.video.seekable;e<r.start(0)||e>r.end(0)?this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+this.id,null,\"Playback for this video can be set only between the \"+r.start(0)+\" and \"+r.end(0)+\"-second mark.\"))):this.video.currentTime=e}},r.prototype.getVideo=function(){return this.video},r.prototype.onAdd=function(t){this.map||(this.map=t,this.load(),this.video&&(this.video.play(),this.setCoordinates(this.coordinates)))},r.prototype.prepare=function(){if(!(0===Object.keys(this.tiles).length||this.video.readyState<2)){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,O.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?this.video.paused||(this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE),r.texSubImage2D(r.TEXTURE_2D,0,0,0,r.RGBA,r.UNSIGNED_BYTE,this.video)):(this.texture=new t.Texture(e,this.video,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"video\",urls:this.urls,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this.video&&!this.video.paused},r}(I),z=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),n.coordinates?Array.isArray(n.coordinates)&&4===n.coordinates.length&&!n.coordinates.some((function(t){return!Array.isArray(t)||2!==t.length||t.some((function(t){return\"number\"!=typeof t}))}))||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"coordinates\" property must be an array of 4 longitude/latitude array pairs'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"coordinates\"'))),n.animate&&\"boolean\"!=typeof n.animate&&this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'optional \"animate\" property must be a boolean value'))),n.canvas?\"string\"==typeof n.canvas||n.canvas instanceof t.window.HTMLCanvasElement||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"canvas\" must be either a string representing the ID of the canvas element from which to read, or an HTMLCanvasElement instance'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"canvas\"'))),this.options=n,this.animate=void 0===n.animate||n.animate}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){this._loaded=!0,this.canvas||(this.canvas=this.options.canvas instanceof t.window.HTMLCanvasElement?this.options.canvas:t.window.document.getElementById(this.options.canvas)),this.width=this.canvas.width,this.height=this.canvas.height,this._hasInvalidDimensions()?this.fire(new t.ErrorEvent(new Error(\"Canvas dimensions cannot be less than or equal to zero.\"))):(this.play=function(){this._playing=!0,this.map.triggerRepaint()},this.pause=function(){this._playing&&(this.prepare(),this._playing=!1)},this._finishLoading())},r.prototype.getCanvas=function(){return this.canvas},r.prototype.onAdd=function(t){this.map=t,this.load(),this.canvas&&this.animate&&this.play()},r.prototype.onRemove=function(){this.pause()},r.prototype.prepare=function(){var e=!1;if(this.canvas.width!==this.width&&(this.width=this.canvas.width,e=!0),this.canvas.height!==this.height&&(this.height=this.canvas.height,e=!0),!this._hasInvalidDimensions()&&0!==Object.keys(this.tiles).length){var r=this.map.painter.context,n=r.gl;for(var i in this.boundsBuffer||(this.boundsBuffer=r.createVertexBuffer(this._boundsArray,O.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?(e||this._playing)&&this.texture.update(this.canvas,{premultiply:!0}):this.texture=new t.Texture(r,this.canvas,n.RGBA,{premultiply:!0}),this.tiles){var a=this.tiles[i];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"canvas\",coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this._playing},r.prototype._hasInvalidDimensions=function(){for(var t=0,e=[this.canvas.width,this.canvas.height];t<e.length;t+=1){var r=e[t];if(isNaN(r)||r<=0)return!0}return!1},r}(I),R={vector:E,raster:L,\"raster-dem\":C,geojson:P,video:D,image:I,canvas:z};function F(e,r){var n=t.identity([]);return t.translate(n,n,[1,1,0]),t.scale(n,n,[.5*e.width,.5*e.height,1]),t.multiply(n,n,e.calculatePosMatrix(r.toUnwrapped()))}function B(t,e,r,n,i,a){var o=function(t,e,r){if(t)for(var n=0,i=t;n<i.length;n+=1){var a=e[i[n]];if(a&&a.source===r&&\"fill-extrusion\"===a.type)return!0}else for(var o in e){var s=e[o];if(s.source===r&&\"fill-extrusion\"===s.type)return!0}return!1}(i&&i.layers,e,t.id),s=a.maxPitchScaleFactor(),l=t.tilesIn(n,s,o);l.sort(N);for(var u=[],c=0,f=l;c<f.length;c+=1){var h=f[c];u.push({wrappedTileID:h.tileID.wrapped().key,queryResults:h.tile.queryRenderedFeatures(e,r,t._state,h.queryGeometry,h.cameraQueryGeometry,h.scale,i,a,s,F(t.transform,h.tileID))})}var p=function(t){for(var e={},r={},n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.queryResults,s=a.wrappedTileID,l=r[s]=r[s]||{};for(var u in o)for(var c=o[u],f=l[u]=l[u]||{},h=e[u]=e[u]||[],p=0,d=c;p<d.length;p+=1){var v=d[p];f[v.featureIndex]||(f[v.featureIndex]=!0,h.push(v))}}return e}(u);for(var d in p)p[d].forEach((function(e){var r=e.feature,n=t.getFeatureState(r.layer[\"source-layer\"],r.id);r.source=r.layer.source,r.layer[\"source-layer\"]&&(r.sourceLayer=r.layer[\"source-layer\"]),r.state=n}));return p}function N(t,e){var r=t.tileID,n=e.tileID;return r.overscaledZ-n.overscaledZ||r.canonical.y-n.canonical.y||r.wrap-n.wrap||r.canonical.x-n.canonical.x}var j=function(t,e){this.max=t,this.onRemove=e,this.reset()};j.prototype.reset=function(){for(var t in this.data)for(var e=0,r=this.data[t];e<r.length;e+=1){var n=r[e];n.timeout&&clearTimeout(n.timeout),this.onRemove(n.value)}return this.data={},this.order=[],this},j.prototype.add=function(t,e,r){var n=this,i=t.wrapped().key;void 0===this.data[i]&&(this.data[i]=[]);var a={value:e,timeout:void 0};if(void 0!==r&&(a.timeout=setTimeout((function(){n.remove(t,a)}),r)),this.data[i].push(a),this.order.push(i),this.order.length>this.max){var o=this._getAndRemoveByKey(this.order[0]);o&&this.onRemove(o)}return this},j.prototype.has=function(t){return t.wrapped().key in this.data},j.prototype.getAndRemove=function(t){return this.has(t)?this._getAndRemoveByKey(t.wrapped().key):null},j.prototype._getAndRemoveByKey=function(t){var e=this.data[t].shift();return e.timeout&&clearTimeout(e.timeout),0===this.data[t].length&&delete this.data[t],this.order.splice(this.order.indexOf(t),1),e.value},j.prototype.getByKey=function(t){var e=this.data[t];return e?e[0].value:null},j.prototype.get=function(t){return this.has(t)?this.data[t.wrapped().key][0].value:null},j.prototype.remove=function(t,e){if(!this.has(t))return this;var r=t.wrapped().key,n=void 0===e?0:this.data[r].indexOf(e),i=this.data[r][n];return this.data[r].splice(n,1),i.timeout&&clearTimeout(i.timeout),0===this.data[r].length&&delete this.data[r],this.onRemove(i.value),this.order.splice(this.order.indexOf(r),1),this},j.prototype.setMaxSize=function(t){for(this.max=t;this.order.length>this.max;){var e=this._getAndRemoveByKey(this.order[0]);e&&this.onRemove(e)}return this},j.prototype.filter=function(t){var e=[];for(var r in this.data)for(var n=0,i=this.data[r];n<i.length;n+=1){var a=i[n];t(a.value)||e.push(a)}for(var o=0,s=e;o<s.length;o+=1){var l=s[o];this.remove(l.value.tileID,l)}};var U=function(t,e,r){this.context=t;var n=t.gl;this.buffer=n.createBuffer(),this.dynamicDraw=Boolean(r),this.context.unbindVAO(),t.bindElementBuffer.set(this.buffer),n.bufferData(n.ELEMENT_ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?n.DYNAMIC_DRAW:n.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};U.prototype.bind=function(){this.context.bindElementBuffer.set(this.buffer)},U.prototype.updateData=function(t){var e=this.context.gl;this.context.unbindVAO(),this.bind(),e.bufferSubData(e.ELEMENT_ARRAY_BUFFER,0,t.arrayBuffer)},U.prototype.destroy=function(){var t=this.context.gl;this.buffer&&(t.deleteBuffer(this.buffer),delete this.buffer)};var V={Int8:\"BYTE\",Uint8:\"UNSIGNED_BYTE\",Int16:\"SHORT\",Uint16:\"UNSIGNED_SHORT\",Int32:\"INT\",Uint32:\"UNSIGNED_INT\",Float32:\"FLOAT\"},H=function(t,e,r,n){this.length=e.length,this.attributes=r,this.itemSize=e.bytesPerElement,this.dynamicDraw=n,this.context=t;var i=t.gl;this.buffer=i.createBuffer(),t.bindVertexBuffer.set(this.buffer),i.bufferData(i.ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?i.DYNAMIC_DRAW:i.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};H.prototype.bind=function(){this.context.bindVertexBuffer.set(this.buffer)},H.prototype.updateData=function(t){var e=this.context.gl;this.bind(),e.bufferSubData(e.ARRAY_BUFFER,0,t.arrayBuffer)},H.prototype.enableAttributes=function(t,e){for(var r=0;r<this.attributes.length;r++){var n=this.attributes[r],i=e.attributes[n.name];void 0!==i&&t.enableVertexAttribArray(i)}},H.prototype.setVertexAttribPointers=function(t,e,r){for(var n=0;n<this.attributes.length;n++){var i=this.attributes[n],a=e.attributes[i.name];void 0!==a&&t.vertexAttribPointer(a,i.components,t[V[i.type]],!1,this.itemSize,i.offset+this.itemSize*(r||0))}},H.prototype.destroy=function(){var t=this.context.gl;this.buffer&&(t.deleteBuffer(this.buffer),delete this.buffer)};var q=function(t){this.gl=t.gl,this.default=this.getDefault(),this.current=this.default,this.dirty=!1};q.prototype.get=function(){return this.current},q.prototype.set=function(t){},q.prototype.getDefault=function(){return this.default},q.prototype.setDefault=function(){this.set(this.default)};var G=function(e){function r(){e.apply(this,arguments)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getDefault=function(){return t.Color.transparent},r.prototype.set=function(t){var e=this.current;(t.r!==e.r||t.g!==e.g||t.b!==e.b||t.a!==e.a||this.dirty)&&(this.gl.clearColor(t.r,t.g,t.b,t.a),this.current=t,this.dirty=!1)},r}(q),Z=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return 1},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.clearDepth(t),this.current=t,this.dirty=!1)},e}(q),Y=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return 0},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.clearStencil(t),this.current=t,this.dirty=!1)},e}(q),W=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return[!0,!0,!0,!0]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||t[2]!==e[2]||t[3]!==e[3]||this.dirty)&&(this.gl.colorMask(t[0],t[1],t[2],t[3]),this.current=t,this.dirty=!1)},e}(q),X=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return!0},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.depthMask(t),this.current=t,this.dirty=!1)},e}(q),J=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return 255},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.stencilMask(t),this.current=t,this.dirty=!1)},e}(q),K=function(t){function e(){t.apply(this,arguments)}return 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t=this.gl;return[t.ONE,t.ZERO]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||this.dirty)&&(this.gl.blendFunc(t[0],t[1]),this.current=t,this.dirty=!1)},e}(q),at=function(e){function r(){e.apply(this,arguments)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getDefault=function(){return t.Color.transparent},r.prototype.set=function(t){var e=this.current;(t.r!==e.r||t.g!==e.g||t.b!==e.b||t.a!==e.a||this.dirty)&&(this.gl.blendColor(t.r,t.g,t.b,t.a),this.current=t,this.dirty=!1)},r}(q),ot=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return this.gl.FUNC_ADD},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.blendEquation(t),this.current=t,this.dirty=!1)},e}(q),st=function(t){function e(){t.apply(this,arguments)}return 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e=this.current;(t[0]!==e[0]||t[1]!==e[1]||t[2]!==e[2]||t[3]!==e[3]||this.dirty)&&(this.gl.viewport(t[0],t[1],t[2],t[3]),this.current=t,this.dirty=!1)},e}(q),pt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindFramebuffer(e.FRAMEBUFFER,t),this.current=t,this.dirty=!1}},e}(q),dt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindRenderbuffer(e.RENDERBUFFER,t),this.current=t,this.dirty=!1}},e}(q),vt=function(t){function e(){t.apply(this,arguments)}return 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e(e){t.call(this,e),this.vao=e.extVertexArrayObject}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){this.vao&&(t!==this.current||this.dirty)&&(this.vao.bindVertexArrayOES(t),this.current=t,this.dirty=!1)},e}(q),xt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return 4},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_ALIGNMENT,t),this.current=t,this.dirty=!1}},e}(q),bt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_PREMULTIPLY_ALPHA_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),_t=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_FLIP_Y_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),wt=function(t){function e(e,r){t.call(this,e),this.context=e,this.parent=r}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getDefault=function(){return null},e}(q),Tt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.setDirty=function(){this.dirty=!0},e.prototype.set=function(t){if(t!==this.current||this.dirty){this.context.bindFramebuffer.set(this.parent);var e=this.gl;e.framebufferTexture2D(e.FRAMEBUFFER,e.COLOR_ATTACHMENT0,e.TEXTURE_2D,t,0),this.current=t,this.dirty=!1}},e}(wt),kt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){if(t!==this.current||this.dirty){this.context.bindFramebuffer.set(this.parent);var e=this.gl;e.framebufferRenderbuffer(e.FRAMEBUFFER,e.DEPTH_ATTACHMENT,e.RENDERBUFFER,t),this.current=t,this.dirty=!1}},e}(wt),At=function(t,e,r,n){this.context=t,this.width=e,this.height=r;var i=t.gl,a=this.framebuffer=i.createFramebuffer();this.colorAttachment=new Tt(t,a),n&&(this.depthAttachment=new kt(t,a))};At.prototype.destroy=function(){var t=this.context.gl,e=this.colorAttachment.get();if(e&&t.deleteTexture(e),this.depthAttachment){var r=this.depthAttachment.get();r&&t.deleteRenderbuffer(r)}t.deleteFramebuffer(this.framebuffer)};var Mt=function(t,e,r){this.func=t,this.mask=e,this.range=r};Mt.ReadOnly=!1,Mt.ReadWrite=!0,Mt.disabled=new Mt(519,Mt.ReadOnly,[0,1]);var St=7680,Et=function(t,e,r,n,i,a){this.test=t,this.ref=e,this.mask=r,this.fail=n,this.depthFail=i,this.pass=a};Et.disabled=new Et({func:519,mask:0},0,0,St,St,St);var Lt=function(t,e,r){this.blendFunction=t,this.blendColor=e,this.mask=r};Lt.Replace=[1,0],Lt.disabled=new Lt(Lt.Replace,t.Color.transparent,[!1,!1,!1,!1]),Lt.unblended=new Lt(Lt.Replace,t.Color.transparent,[!0,!0,!0,!0]),Lt.alphaBlended=new Lt([1,771],t.Color.transparent,[!0,!0,!0,!0]);var Ct=function(t,e,r){this.enable=t,this.mode=e,this.frontFace=r};Ct.disabled=new Ct(!1,1029,2305),Ct.backCCW=new Ct(!0,1029,2305);var Pt=function(t){this.gl=t,this.extVertexArrayObject=this.gl.getExtension(\"OES_vertex_array_object\"),this.clearColor=new G(this),this.clearDepth=new Z(this),this.clearStencil=new Y(this),this.colorMask=new W(this),this.depthMask=new X(this),this.stencilMask=new J(this),this.stencilFunc=new K(this),this.stencilOp=new $(this),this.stencilTest=new Q(this),this.depthRange=new tt(this),this.depthTest=new et(this),this.depthFunc=new rt(this),this.blend=new nt(this),this.blendFunc=new it(this),this.blendColor=new at(this),this.blendEquation=new ot(this),this.cullFace=new st(this),this.cullFaceSide=new lt(this),this.frontFace=new ut(this),this.program=new ct(this),this.activeTexture=new ft(this),this.viewport=new ht(this),this.bindFramebuffer=new pt(this),this.bindRenderbuffer=new dt(this),this.bindTexture=new vt(this),this.bindVertexBuffer=new gt(this),this.bindElementBuffer=new yt(this),this.bindVertexArrayOES=this.extVertexArrayObject&&new mt(this),this.pixelStoreUnpack=new xt(this),this.pixelStoreUnpackPremultiplyAlpha=new bt(this),this.pixelStoreUnpackFlipY=new _t(this),this.extTextureFilterAnisotropic=t.getExtension(\"EXT_texture_filter_anisotropic\")||t.getExtension(\"MOZ_EXT_texture_filter_anisotropic\")||t.getExtension(\"WEBKIT_EXT_texture_filter_anisotropic\"),this.extTextureFilterAnisotropic&&(this.extTextureFilterAnisotropicMax=t.getParameter(this.extTextureFilterAnisotropic.MAX_TEXTURE_MAX_ANISOTROPY_EXT)),this.extTextureHalfFloat=t.getExtension(\"OES_texture_half_float\"),this.extTextureHalfFloat&&(t.getExtension(\"OES_texture_half_float_linear\"),this.extRenderToTextureHalfFloat=t.getExtension(\"EXT_color_buffer_half_float\")),this.extTimerQuery=t.getExtension(\"EXT_disjoint_timer_query\")};Pt.prototype.setDefault=function(){this.unbindVAO(),this.clearColor.setDefault(),this.clearDepth.setDefault(),this.clearStencil.setDefault(),this.colorMask.setDefault(),this.depthMask.setDefault(),this.stencilMask.setDefault(),this.stencilFunc.setDefault(),this.stencilOp.setDefault(),this.stencilTest.setDefault(),this.depthRange.setDefault(),this.depthTest.setDefault(),this.depthFunc.setDefault(),this.blend.setDefault(),this.blendFunc.setDefault(),this.blendColor.setDefault(),this.blendEquation.setDefault(),this.cullFace.setDefault(),this.cullFaceSide.setDefault(),this.frontFace.setDefault(),this.program.setDefault(),this.activeTexture.setDefault(),this.bindFramebuffer.setDefault(),this.pixelStoreUnpack.setDefault(),this.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.pixelStoreUnpackFlipY.setDefault()},Pt.prototype.setDirty=function(){this.clearColor.dirty=!0,this.clearDepth.dirty=!0,this.clearStencil.dirty=!0,this.colorMask.dirty=!0,this.depthMask.dirty=!0,this.stencilMask.dirty=!0,this.stencilFunc.dirty=!0,this.stencilOp.dirty=!0,this.stencilTest.dirty=!0,this.depthRange.dirty=!0,this.depthTest.dirty=!0,this.depthFunc.dirty=!0,this.blend.dirty=!0,this.blendFunc.dirty=!0,this.blendColor.dirty=!0,this.blendEquation.dirty=!0,this.cullFace.dirty=!0,this.cullFaceSide.dirty=!0,this.frontFace.dirty=!0,this.program.dirty=!0,this.activeTexture.dirty=!0,this.viewport.dirty=!0,this.bindFramebuffer.dirty=!0,this.bindRenderbuffer.dirty=!0,this.bindTexture.dirty=!0,this.bindVertexBuffer.dirty=!0,this.bindElementBuffer.dirty=!0,this.extVertexArrayObject&&(this.bindVertexArrayOES.dirty=!0),this.pixelStoreUnpack.dirty=!0,this.pixelStoreUnpackPremultiplyAlpha.dirty=!0,this.pixelStoreUnpackFlipY.dirty=!0},Pt.prototype.createIndexBuffer=function(t,e){return new U(this,t,e)},Pt.prototype.createVertexBuffer=function(t,e,r){return new H(this,t,e,r)},Pt.prototype.createRenderbuffer=function(t,e,r){var n=this.gl,i=n.createRenderbuffer();return this.bindRenderbuffer.set(i),n.renderbufferStorage(n.RENDERBUFFER,t,e,r),this.bindRenderbuffer.set(null),i},Pt.prototype.createFramebuffer=function(t,e,r){return new At(this,t,e,r)},Pt.prototype.clear=function(t){var e=t.color,r=t.depth,n=this.gl,i=0;e&&(i|=n.COLOR_BUFFER_BIT,this.clearColor.set(e),this.colorMask.set([!0,!0,!0,!0])),void 0!==r&&(i|=n.DEPTH_BUFFER_BIT,this.depthRange.set([0,1]),this.clearDepth.set(r),this.depthMask.set(!0)),n.clear(i)},Pt.prototype.setCullFace=function(t){!1===t.enable?this.cullFace.set(!1):(this.cullFace.set(!0),this.cullFaceSide.set(t.mode),this.frontFace.set(t.frontFace))},Pt.prototype.setDepthMode=function(t){t.func!==this.gl.ALWAYS||t.mask?(this.depthTest.set(!0),this.depthFunc.set(t.func),this.depthMask.set(t.mask),this.depthRange.set(t.range)):this.depthTest.set(!1)},Pt.prototype.setStencilMode=function(t){t.test.func!==this.gl.ALWAYS||t.mask?(this.stencilTest.set(!0),this.stencilMask.set(t.mask),this.stencilOp.set([t.fail,t.depthFail,t.pass]),this.stencilFunc.set({func:t.test.func,ref:t.ref,mask:t.test.mask})):this.stencilTest.set(!1)},Pt.prototype.setColorMode=function(e){t.deepEqual(e.blendFunction,Lt.Replace)?this.blend.set(!1):(this.blend.set(!0),this.blendFunc.set(e.blendFunction),this.blendColor.set(e.blendColor)),this.colorMask.set(e.mask)},Pt.prototype.unbindVAO=function(){this.extVertexArrayObject&&this.bindVertexArrayOES.set(null)};var Ot=function(e){function r(r,n,i){var a=this;e.call(this),this.id=r,this.dispatcher=i,this.on(\"data\",(function(t){\"source\"===t.dataType&&\"metadata\"===t.sourceDataType&&(a._sourceLoaded=!0),a._sourceLoaded&&!a._paused&&\"source\"===t.dataType&&\"content\"===t.sourceDataType&&(a.reload(),a.transform&&a.update(a.transform))})),this.on(\"error\",(function(){a._sourceErrored=!0})),this._source=function(e,r,n,i){var a=new R[r.type](e,r,n,i);if(a.id!==e)throw new Error(\"Expected Source id to be \"+e+\" instead of \"+a.id);return t.bindAll([\"load\",\"abort\",\"unload\",\"serialize\",\"prepare\"],a),a}(r,n,i,this),this._tiles={},this._cache=new j(0,this._unloadTile.bind(this)),this._timers={},this._cacheTimers={},this._maxTileCacheSize=null,this._loadedParentTiles={},this._coveredTiles={},this._state=new t.SourceFeatureState}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.onAdd=function(t){this.map=t,this._maxTileCacheSize=t?t._maxTileCacheSize:null,this._source&&this._source.onAdd&&this._source.onAdd(t)},r.prototype.onRemove=function(t){this._source&&this._source.onRemove&&this._source.onRemove(t)},r.prototype.loaded=function(){if(this._sourceErrored)return!0;if(!this._sourceLoaded)return!1;if(!this._source.loaded())return!1;for(var t in this._tiles){var e=this._tiles[t];if(\"loaded\"!==e.state&&\"errored\"!==e.state)return!1}return!0},r.prototype.getSource=function(){return this._source},r.prototype.pause=function(){this._paused=!0},r.prototype.resume=function(){if(this._paused){var t=this._shouldReloadOnResume;this._paused=!1,this._shouldReloadOnResume=!1,t&&this.reload(),this.transform&&this.update(this.transform)}},r.prototype._loadTile=function(t,e){return this._source.loadTile(t,e)},r.prototype._unloadTile=function(t){if(this._source.unloadTile)return this._source.unloadTile(t,(function(){}))},r.prototype._abortTile=function(t){if(this._source.abortTile)return this._source.abortTile(t,(function(){}))},r.prototype.serialize=function(){return this._source.serialize()},r.prototype.prepare=function(t){for(var e in this._source.prepare&&this._source.prepare(),this._state.coalesceChanges(this._tiles,this.map?this.map.painter:null),this._tiles){var r=this._tiles[e];r.upload(t),r.prepare(this.map.style.imageManager)}},r.prototype.getIds=function(){return t.values(this._tiles).map((function(t){return t.tileID})).sort(It).map((function(t){return t.key}))},r.prototype.getRenderableIds=function(e){var r=this,n=[];for(var i in this._tiles)this._isIdRenderable(i,e)&&n.push(this._tiles[i]);return e?n.sort((function(e,n){var i=e.tileID,a=n.tileID,o=new t.Point(i.canonical.x,i.canonical.y)._rotate(r.transform.angle),s=new t.Point(a.canonical.x,a.canonical.y)._rotate(r.transform.angle);return i.overscaledZ-a.overscaledZ||s.y-o.y||s.x-o.x})).map((function(t){return t.tileID.key})):n.map((function(t){return t.tileID})).sort(It).map((function(t){return t.key}))},r.prototype.hasRenderableParent=function(t){var e=this.findLoadedParent(t,0);return!!e&&this._isIdRenderable(e.tileID.key)},r.prototype._isIdRenderable=function(t,e){return this._tiles[t]&&this._tiles[t].hasData()&&!this._coveredTiles[t]&&(e||!this._tiles[t].holdingForFade())},r.prototype.reload=function(){if(this._paused)this._shouldReloadOnResume=!0;else for(var t in this._cache.reset(),this._tiles)\"errored\"!==this._tiles[t].state&&this._reloadTile(t,\"reloading\")},r.prototype._reloadTile=function(t,e){var r=this._tiles[t];r&&(\"loading\"!==r.state&&(r.state=e),this._loadTile(r,this._tileLoaded.bind(this,r,t,e)))},r.prototype._tileLoaded=function(e,r,n,i){if(i)return e.state=\"errored\",void(404!==i.status?this._source.fire(new t.ErrorEvent(i,{tile:e})):this.update(this.transform));e.timeAdded=t.browser.now(),\"expired\"===n&&(e.refreshedUponExpiration=!0),this._setTileReloadTimer(r,e),\"raster-dem\"===this.getSource().type&&e.dem&&this._backfillDEM(e),this._state.initializeTileState(e,this.map?this.map.painter:null),this._source.fire(new t.Event(\"data\",{dataType:\"source\",tile:e,coord:e.tileID}))},r.prototype._backfillDEM=function(t){for(var e=this.getRenderableIds(),r=0;r<e.length;r++){var n=e[r];if(t.neighboringTiles&&t.neighboringTiles[n]){var i=this.getTileByID(n);a(t,i),a(i,t)}}function a(t,e){t.needsHillshadePrepare=!0;var r=e.tileID.canonical.x-t.tileID.canonical.x,n=e.tileID.canonical.y-t.tileID.canonical.y,i=Math.pow(2,t.tileID.canonical.z),a=e.tileID.key;0===r&&0===n||Math.abs(n)>1||(Math.abs(r)>1&&(1===Math.abs(r+i)?r+=i:1===Math.abs(r-i)&&(r-=i)),e.dem&&t.dem&&(t.dem.backfillBorder(e.dem,r,n),t.neighboringTiles&&t.neighboringTiles[a]&&(t.neighboringTiles[a].backfilled=!0)))}},r.prototype.getTile=function(t){return this.getTileByID(t.key)},r.prototype.getTileByID=function(t){return this._tiles[t]},r.prototype._retainLoadedChildren=function(t,e,r,n){for(var i in this._tiles){var a=this._tiles[i];if(!(n[i]||!a.hasData()||a.tileID.overscaledZ<=e||a.tileID.overscaledZ>r)){for(var o=a.tileID;a&&a.tileID.overscaledZ>e+1;){var s=a.tileID.scaledTo(a.tileID.overscaledZ-1);(a=this._tiles[s.key])&&a.hasData()&&(o=s)}for(var l=o;l.overscaledZ>e;)if(t[(l=l.scaledTo(l.overscaledZ-1)).key]){n[o.key]=o;break}}}},r.prototype.findLoadedParent=function(t,e){if(t.key in this._loadedParentTiles){var r=this._loadedParentTiles[t.key];return r&&r.tileID.overscaledZ>=e?r:null}for(var n=t.overscaledZ-1;n>=e;n--){var i=t.scaledTo(n),a=this._getLoadedTile(i);if(a)return a}},r.prototype._getLoadedTile=function(t){var e=this._tiles[t.key];return e&&e.hasData()?e:this._cache.getByKey(t.wrapped().key)},r.prototype.updateCacheSize=function(t){var e=(Math.ceil(t.width/this._source.tileSize)+1)*(Math.ceil(t.height/this._source.tileSize)+1),r=Math.floor(5*e),n=\"number\"==typeof this._maxTileCacheSize?Math.min(this._maxTileCacheSize,r):r;this._cache.setMaxSize(n)},r.prototype.handleWrapJump=function(t){var e=(t-(void 0===this._prevLng?t:this._prevLng))/360,r=Math.round(e);if(this._prevLng=t,r){var n={};for(var i in this._tiles){var a=this._tiles[i];a.tileID=a.tileID.unwrapTo(a.tileID.wrap+r),n[a.tileID.key]=a}for(var o in this._tiles=n,this._timers)clearTimeout(this._timers[o]),delete this._timers[o];for(var s in this._tiles){var l=this._tiles[s];this._setTileReloadTimer(s,l)}}},r.prototype.update=function(e){var n=this;if(this.transform=e,this._sourceLoaded&&!this._paused){var i;this.updateCacheSize(e),this.handleWrapJump(this.transform.center.lng),this._coveredTiles={},this.used?this._source.tileID?i=e.getVisibleUnwrappedCoordinates(this._source.tileID).map((function(e){return new t.OverscaledTileID(e.canonical.z,e.wrap,e.canonical.z,e.canonical.x,e.canonical.y)})):(i=e.coveringTiles({tileSize:this._source.tileSize,minzoom:this._source.minzoom,maxzoom:this._source.maxzoom,roundZoom:this._source.roundZoom,reparseOverscaled:this._source.reparseOverscaled}),this._source.hasTile&&(i=i.filter((function(t){return n._source.hasTile(t)})))):i=[];var a=e.coveringZoomLevel(this._source),o=Math.max(a-r.maxOverzooming,this._source.minzoom),s=Math.max(a+r.maxUnderzooming,this._source.minzoom),l=this._updateRetainedTiles(i,a);if(Dt(this._source.type)){for(var u={},c={},f=0,h=Object.keys(l);f<h.length;f+=1){var p=h[f],d=l[p],v=this._tiles[p];if(v&&!(v.fadeEndTime&&v.fadeEndTime<=t.browser.now())){var g=this.findLoadedParent(d,o);g&&(this._addTile(g.tileID),u[g.tileID.key]=g.tileID),c[p]=d}}for(var y in this._retainLoadedChildren(c,a,s,l),u)l[y]||(this._coveredTiles[y]=!0,l[y]=u[y])}for(var m in l)this._tiles[m].clearFadeHold();for(var x=0,b=t.keysDifference(this._tiles,l);x<b.length;x+=1){var _=b[x],w=this._tiles[_];w.hasSymbolBuckets&&!w.holdingForFade()?w.setHoldDuration(this.map._fadeDuration):w.hasSymbolBuckets&&!w.symbolFadeFinished()||this._removeTile(_)}this._updateLoadedParentTileCache()}},r.prototype.releaseSymbolFadeTiles=function(){for(var t in this._tiles)this._tiles[t].holdingForFade()&&this._removeTile(t)},r.prototype._updateRetainedTiles=function(t,e){for(var n={},i={},a=Math.max(e-r.maxOverzooming,this._source.minzoom),o=Math.max(e+r.maxUnderzooming,this._source.minzoom),s={},l=0,u=t;l<u.length;l+=1){var c=u[l],f=this._addTile(c);n[c.key]=c,f.hasData()||e<this._source.maxzoom&&(s[c.key]=c)}this._retainLoadedChildren(s,e,o,n);for(var h=0,p=t;h<p.length;h+=1){var d=p[h],v=this._tiles[d.key];if(!v.hasData()){if(e+1>this._source.maxzoom){var g=d.children(this._source.maxzoom)[0],y=this.getTile(g);if(y&&y.hasData()){n[g.key]=g;continue}}else{var m=d.children(this._source.maxzoom);if(n[m[0].key]&&n[m[1].key]&&n[m[2].key]&&n[m[3].key])continue}for(var x=v.wasRequested(),b=d.overscaledZ-1;b>=a;--b){var _=d.scaledTo(b);if(i[_.key])break;if(i[_.key]=!0,!(v=this.getTile(_))&&x&&(v=this._addTile(_)),v&&(n[_.key]=_,x=v.wasRequested(),v.hasData()))break}}}return n},r.prototype._updateLoadedParentTileCache=function(){for(var t in this._loadedParentTiles={},this._tiles){for(var e=[],r=void 0,n=this._tiles[t].tileID;n.overscaledZ>0;){if(n.key in this._loadedParentTiles){r=this._loadedParentTiles[n.key];break}e.push(n.key);var i=n.scaledTo(n.overscaledZ-1);if(r=this._getLoadedTile(i))break;n=i}for(var a=0,o=e;a<o.length;a+=1){var s=o[a];this._loadedParentTiles[s]=r}}},r.prototype._addTile=function(e){var r=this._tiles[e.key];if(r)return r;(r=this._cache.getAndRemove(e))&&(this._setTileReloadTimer(e.key,r),r.tileID=e,this._state.initializeTileState(r,this.map?this.map.painter:null),this._cacheTimers[e.key]&&(clearTimeout(this._cacheTimers[e.key]),delete this._cacheTimers[e.key],this._setTileReloadTimer(e.key,r)));var n=Boolean(r);return n||(r=new t.Tile(e,this._source.tileSize*e.overscaleFactor()),this._loadTile(r,this._tileLoaded.bind(this,r,e.key,r.state))),r?(r.uses++,this._tiles[e.key]=r,n||this._source.fire(new t.Event(\"dataloading\",{tile:r,coord:r.tileID,dataType:\"source\"})),r):null},r.prototype._setTileReloadTimer=function(t,e){var r=this;t in this._timers&&(clearTimeout(this._timers[t]),delete this._timers[t]);var n=e.getExpiryTimeout();n&&(this._timers[t]=setTimeout((function(){r._reloadTile(t,\"expired\"),delete r._timers[t]}),n))},r.prototype._removeTile=function(t){var e=this._tiles[t];e&&(e.uses--,delete this._tiles[t],this._timers[t]&&(clearTimeout(this._timers[t]),delete this._timers[t]),e.uses>0||(e.hasData()&&\"reloading\"!==e.state?this._cache.add(e.tileID,e,e.getExpiryTimeout()):(e.aborted=!0,this._abortTile(e),this._unloadTile(e))))},r.prototype.clearTiles=function(){for(var t in this._shouldReloadOnResume=!1,this._paused=!1,this._tiles)this._removeTile(t);this._cache.reset()},r.prototype.tilesIn=function(e,r,n){var i=this,a=[],o=this.transform;if(!o)return a;for(var s=n?o.getCameraQueryGeometry(e):e,l=e.map((function(t){return o.pointCoordinate(t)})),u=s.map((function(t){return o.pointCoordinate(t)})),c=this.getIds(),f=1/0,h=1/0,p=-1/0,d=-1/0,v=0,g=u;v<g.length;v+=1){var y=g[v];f=Math.min(f,y.x),h=Math.min(h,y.y),p=Math.max(p,y.x),d=Math.max(d,y.y)}for(var m=function(e){var n=i._tiles[c[e]];if(!n.holdingForFade()){var s=n.tileID,v=Math.pow(2,o.zoom-n.tileID.overscaledZ),g=r*n.queryPadding*t.EXTENT/n.tileSize/v,y=[s.getTilePoint(new t.MercatorCoordinate(f,h)),s.getTilePoint(new t.MercatorCoordinate(p,d))];if(y[0].x-g<t.EXTENT&&y[0].y-g<t.EXTENT&&y[1].x+g>=0&&y[1].y+g>=0){var m=l.map((function(t){return s.getTilePoint(t)})),x=u.map((function(t){return s.getTilePoint(t)}));a.push({tile:n,tileID:s,queryGeometry:m,cameraQueryGeometry:x,scale:v})}}},x=0;x<c.length;x++)m(x);return a},r.prototype.getVisibleCoordinates=function(t){for(var e=this,r=this.getRenderableIds(t).map((function(t){return e._tiles[t].tileID})),n=0,i=r;n<i.length;n+=1){var a=i[n];a.posMatrix=this.transform.calculatePosMatrix(a.toUnwrapped())}return r},r.prototype.hasTransition=function(){if(this._source.hasTransition())return!0;if(Dt(this._source.type))for(var e in this._tiles){var r=this._tiles[e];if(void 0!==r.fadeEndTime&&r.fadeEndTime>=t.browser.now())return!0}return!1},r.prototype.setFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.updateState(t,e,r)},r.prototype.removeFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.removeFeatureState(t,e,r)},r.prototype.getFeatureState=function(t,e){return t=t||\"_geojsonTileLayer\",this._state.getState(t,e)},r.prototype.setDependencies=function(t,e,r){var n=this._tiles[t];n&&n.setDependencies(e,r)},r.prototype.reloadTilesForDependencies=function(t,e){for(var r in this._tiles)this._tiles[r].hasDependency(t,e)&&this._reloadTile(r,\"reloading\");this._cache.filter((function(r){return!r.hasDependency(t,e)}))},r}(t.Evented);function It(t,e){var r=Math.abs(2*t.wrap)-+(t.wrap<0),n=Math.abs(2*e.wrap)-+(e.wrap<0);return t.overscaledZ-e.overscaledZ||n-r||e.canonical.y-t.canonical.y||e.canonical.x-t.canonical.x}function Dt(t){return\"raster\"===t||\"image\"===t||\"video\"===t}function zt(){return new t.window.Worker(na.workerUrl)}Ot.maxOverzooming=10,Ot.maxUnderzooming=3;var Rt=\"mapboxgl_preloaded_worker_pool\",Ft=function(){this.active={}};Ft.prototype.acquire=function(t){if(!this.workers)for(this.workers=[];this.workers.length<Ft.workerCount;)this.workers.push(new zt);return this.active[t]=!0,this.workers.slice()},Ft.prototype.release=function(t){delete this.active[t],0===this.numActive()&&(this.workers.forEach((function(t){t.terminate()})),this.workers=null)},Ft.prototype.isPreloaded=function(){return!!this.active[Rt]},Ft.prototype.numActive=function(){return Object.keys(this.active).length};var Bt,Nt=Math.floor(t.browser.hardwareConcurrency/2);function jt(){return Bt||(Bt=new Ft),Bt}function Ut(e,r){var n={};for(var i in e)\"ref\"!==i&&(n[i]=e[i]);return t.refProperties.forEach((function(t){t in r&&(n[t]=r[t])})),n}function Vt(t){t=t.slice();for(var e=Object.create(null),r=0;r<t.length;r++)e[t[r].id]=t[r];for(var n=0;n<t.length;n++)\"ref\"in t[n]&&(t[n]=Ut(t[n],e[t[n].ref]));return t}Ft.workerCount=Math.max(Math.min(Nt,6),1);var Ht={setStyle:\"setStyle\",addLayer:\"addLayer\",removeLayer:\"removeLayer\",setPaintProperty:\"setPaintProperty\",setLayoutProperty:\"setLayoutProperty\",setFilter:\"setFilter\",addSource:\"addSource\",removeSource:\"removeSource\",setGeoJSONSourceData:\"setGeoJSONSourceData\",setLayerZoomRange:\"setLayerZoomRange\",setLayerProperty:\"setLayerProperty\",setCenter:\"setCenter\",setZoom:\"setZoom\",setBearing:\"setBearing\",setPitch:\"setPitch\",setSprite:\"setSprite\",setGlyphs:\"setGlyphs\",setTransition:\"setTransition\",setLight:\"setLight\"};function qt(t,e,r){r.push({command:Ht.addSource,args:[t,e[t]]})}function Gt(t,e,r){e.push({command:Ht.removeSource,args:[t]}),r[t]=!0}function Zt(t,e,r,n){Gt(t,r,n),qt(t,e,r)}function Yt(e,r,n){var i;for(i in e[n])if(e[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;for(i in r[n])if(r[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;return!0}function Wt(e,r,n,i,a,o){var s;for(s in r=r||{},e=e||{})e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}));for(s in r)r.hasOwnProperty(s)&&!e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}))}function Xt(t){return t.id}function Jt(t,e){return t[e.id]=e,t}function Kt(e,r){if(!e)return[{command:Ht.setStyle,args:[r]}];var n=[];try{if(!t.deepEqual(e.version,r.version))return[{command:Ht.setStyle,args:[r]}];t.deepEqual(e.center,r.center)||n.push({command:Ht.setCenter,args:[r.center]}),t.deepEqual(e.zoom,r.zoom)||n.push({command:Ht.setZoom,args:[r.zoom]}),t.deepEqual(e.bearing,r.bearing)||n.push({command:Ht.setBearing,args:[r.bearing]}),t.deepEqual(e.pitch,r.pitch)||n.push({command:Ht.setPitch,args:[r.pitch]}),t.deepEqual(e.sprite,r.sprite)||n.push({command:Ht.setSprite,args:[r.sprite]}),t.deepEqual(e.glyphs,r.glyphs)||n.push({command:Ht.setGlyphs,args:[r.glyphs]}),t.deepEqual(e.transition,r.transition)||n.push({command:Ht.setTransition,args:[r.transition]}),t.deepEqual(e.light,r.light)||n.push({command:Ht.setLight,args:[r.light]});var i={},a=[];!function(e,r,n,i){var a;for(a in r=r||{},e=e||{})e.hasOwnProperty(a)&&(r.hasOwnProperty(a)||Gt(a,n,i));for(a in r)r.hasOwnProperty(a)&&(e.hasOwnProperty(a)?t.deepEqual(e[a],r[a])||(\"geojson\"===e[a].type&&\"geojson\"===r[a].type&&Yt(e,r,a)?n.push({command:Ht.setGeoJSONSourceData,args:[a,r[a].data]}):Zt(a,r,n,i)):qt(a,r,n))}(e.sources,r.sources,a,i);var o=[];e.layers&&e.layers.forEach((function(t){i[t.source]?n.push({command:Ht.removeLayer,args:[t.id]}):o.push(t)})),n=n.concat(a),function(e,r,n){r=r||[];var i,a,o,s,l,u,c,f=(e=e||[]).map(Xt),h=r.map(Xt),p=e.reduce(Jt,{}),d=r.reduce(Jt,{}),v=f.slice(),g=Object.create(null);for(i=0,a=0;i<f.length;i++)o=f[i],d.hasOwnProperty(o)?a++:(n.push({command:Ht.removeLayer,args:[o]}),v.splice(v.indexOf(o,a),1));for(i=0,a=0;i<h.length;i++)o=h[h.length-1-i],v[v.length-1-i]!==o&&(p.hasOwnProperty(o)?(n.push({command:Ht.removeLayer,args:[o]}),v.splice(v.lastIndexOf(o,v.length-a),1)):a++,u=v[v.length-i],n.push({command:Ht.addLayer,args:[d[o],u]}),v.splice(v.length-i,0,o),g[o]=!0);for(i=0;i<h.length;i++)if(s=p[o=h[i]],l=d[o],!g[o]&&!t.deepEqual(s,l))if(t.deepEqual(s.source,l.source)&&t.deepEqual(s[\"source-layer\"],l[\"source-layer\"])&&t.deepEqual(s.type,l.type)){for(c in Wt(s.layout,l.layout,n,o,null,Ht.setLayoutProperty),Wt(s.paint,l.paint,n,o,null,Ht.setPaintProperty),t.deepEqual(s.filter,l.filter)||n.push({command:Ht.setFilter,args:[o,l.filter]}),t.deepEqual(s.minzoom,l.minzoom)&&t.deepEqual(s.maxzoom,l.maxzoom)||n.push({command:Ht.setLayerZoomRange,args:[o,l.minzoom,l.maxzoom]}),s)s.hasOwnProperty(c)&&\"layout\"!==c&&\"paint\"!==c&&\"filter\"!==c&&\"metadata\"!==c&&\"minzoom\"!==c&&\"maxzoom\"!==c&&(0===c.indexOf(\"paint.\")?Wt(s[c],l[c],n,o,c.slice(6),Ht.setPaintProperty):t.deepEqual(s[c],l[c])||n.push({command:Ht.setLayerProperty,args:[o,c,l[c]]}));for(c in l)l.hasOwnProperty(c)&&!s.hasOwnProperty(c)&&\"layout\"!==c&&\"paint\"!==c&&\"filter\"!==c&&\"metadata\"!==c&&\"minzoom\"!==c&&\"maxzoom\"!==c&&(0===c.indexOf(\"paint.\")?Wt(s[c],l[c],n,o,c.slice(6),Ht.setPaintProperty):t.deepEqual(s[c],l[c])||n.push({command:Ht.setLayerProperty,args:[o,c,l[c]]}))}else n.push({command:Ht.removeLayer,args:[o]}),u=v[v.lastIndexOf(o)+1],n.push({command:Ht.addLayer,args:[l,u]})}(o,r.layers,n)}catch(t){console.warn(\"Unable to compute style diff:\",t),n=[{command:Ht.setStyle,args:[r]}]}return n}var $t=function(t,e){this.reset(t,e)};$t.prototype.reset=function(t,e){this.points=t||[],this._distances=[0];for(var r=1;r<this.points.length;r++)this._distances[r]=this._distances[r-1]+this.points[r].dist(this.points[r-1]);this.length=this._distances[this._distances.length-1],this.padding=Math.min(e||0,.5*this.length),this.paddedLength=this.length-2*this.padding},$t.prototype.lerp=function(e){if(1===this.points.length)return this.points[0];e=t.clamp(e,0,1);for(var r=1,n=this._distances[r],i=e*this.paddedLength+this.padding;n<i&&r<this._distances.length;)n=this._distances[++r];var a=r-1,o=this._distances[a],s=n-o,l=s>0?(i-o)/s:0;return this.points[a].mult(1-l).add(this.points[r].mult(l))};var Qt=function(t,e,r){var n=this.boxCells=[],i=this.circleCells=[];this.xCellCount=Math.ceil(t/r),this.yCellCount=Math.ceil(e/r);for(var a=0;a<this.xCellCount*this.yCellCount;a++)n.push([]),i.push([]);this.circleKeys=[],this.boxKeys=[],this.bboxes=[],this.circles=[],this.width=t,this.height=e,this.xScale=this.xCellCount/t,this.yScale=this.yCellCount/e,this.boxUid=0,this.circleUid=0};function te(e,r,n,i,a){var o=t.create();return r?(t.scale(o,o,[1/a,1/a,1]),n||t.rotateZ(o,o,i.angle)):t.multiply(o,i.labelPlaneMatrix,e),o}function ee(e,r,n,i,a){if(r){var o=t.clone(e);return t.scale(o,o,[a,a,1]),n||t.rotateZ(o,o,-i.angle),o}return i.glCoordMatrix}function re(e,r){var n=[e.x,e.y,0,1];pe(n,n,r);var i=n[3];return{point:new t.Point(n[0]/i,n[1]/i),signedDistanceFromCamera:i}}function ne(t,e){return.5+t/e*.5}function ie(t,e){var r=t[0]/t[3],n=t[1]/t[3];return r>=-e[0]&&r<=e[0]&&n>=-e[1]&&n<=e[1]}function ae(e,r,n,i,a,o,s,l){var u=i?e.textSizeData:e.iconSizeData,c=t.evaluateSizeForZoom(u,n.transform.zoom),f=[256/n.width*2+1,256/n.height*2+1],h=i?e.text.dynamicLayoutVertexArray:e.icon.dynamicLayoutVertexArray;h.clear();for(var p=e.lineVertexArray,d=i?e.text.placedSymbolArray:e.icon.placedSymbolArray,v=n.transform.width/n.transform.height,g=!1,y=0;y<d.length;y++){var m=d.get(y);if(m.hidden||m.writingMode===t.WritingMode.vertical&&!g)he(m.numGlyphs,h);else{g=!1;var x=[m.anchorX,m.anchorY,0,1];if(t.transformMat4(x,x,r),ie(x,f)){var b=x[3],_=ne(n.transform.cameraToCenterDistance,b),w=t.evaluateSizeForFeature(u,c,m),T=s?w/_:w*_,k=new t.Point(m.anchorX,m.anchorY),A=re(k,a).point,M={},S=le(m,T,!1,l,r,a,o,e.glyphOffsetArray,p,h,A,k,M,v);g=S.useVertical,(S.notEnoughRoom||g||S.needsFlipping&&le(m,T,!0,l,r,a,o,e.glyphOffsetArray,p,h,A,k,M,v).notEnoughRoom)&&he(m.numGlyphs,h)}else he(m.numGlyphs,h)}}i?e.text.dynamicLayoutVertexBuffer.updateData(h):e.icon.dynamicLayoutVertexBuffer.updateData(h)}function oe(t,e,r,n,i,a,o,s,l,u,c){var f=s.glyphStartIndex+s.numGlyphs,h=s.lineStartIndex,p=s.lineStartIndex+s.lineLength,d=e.getoffsetX(s.glyphStartIndex),v=e.getoffsetX(f-1),g=ce(t*d,r,n,i,a,o,s.segment,h,p,l,u,c);if(!g)return null;var y=ce(t*v,r,n,i,a,o,s.segment,h,p,l,u,c);return y?{first:g,last:y}:null}function se(e,r,n,i){return e===t.WritingMode.horizontal&&Math.abs(n.y-r.y)>Math.abs(n.x-r.x)*i?{useVertical:!0}:(e===t.WritingMode.vertical?r.y<n.y:r.x>n.x)?{needsFlipping:!0}:null}function le(e,r,n,i,a,o,s,l,u,c,f,h,p,d){var v,g=r/24,y=e.lineOffsetX*g,m=e.lineOffsetY*g;if(e.numGlyphs>1){var x=e.glyphStartIndex+e.numGlyphs,b=e.lineStartIndex,_=e.lineStartIndex+e.lineLength,w=oe(g,l,y,m,n,f,h,e,u,o,p);if(!w)return{notEnoughRoom:!0};var T=re(w.first.point,s).point,k=re(w.last.point,s).point;if(i&&!n){var A=se(e.writingMode,T,k,d);if(A)return A}v=[w.first];for(var M=e.glyphStartIndex+1;M<x-1;M++)v.push(ce(g*l.getoffsetX(M),y,m,n,f,h,e.segment,b,_,u,o,p));v.push(w.last)}else{if(i&&!n){var S=re(h,a).point,E=e.lineStartIndex+e.segment+1,L=new t.Point(u.getx(E),u.gety(E)),C=re(L,a),P=C.signedDistanceFromCamera>0?C.point:ue(h,L,S,1,a),O=se(e.writingMode,S,P,d);if(O)return O}var I=ce(g*l.getoffsetX(e.glyphStartIndex),y,m,n,f,h,e.segment,e.lineStartIndex,e.lineStartIndex+e.lineLength,u,o,p);if(!I)return{notEnoughRoom:!0};v=[I]}for(var D=0,z=v;D<z.length;D+=1){var R=z[D];t.addDynamicAttributes(c,R.point,R.angle)}return{}}function ue(t,e,r,n,i){var a=re(t.add(t.sub(e)._unit()),i).point,o=r.sub(a);return r.add(o._mult(n/o.mag()))}function ce(e,r,n,i,a,o,s,l,u,c,f,h){var p=i?e-r:e+r,d=p>0?1:-1,v=0;i&&(d*=-1,v=Math.PI),d<0&&(v+=Math.PI);for(var g=d>0?l+s:l+s+1,y=a,m=a,x=0,b=0,_=Math.abs(p),w=[];x+b<=_;){if((g+=d)<l||g>=u)return null;if(m=y,w.push(y),void 0===(y=h[g])){var T=new t.Point(c.getx(g),c.gety(g)),k=re(T,f);if(k.signedDistanceFromCamera>0)y=h[g]=k.point;else{var A=g-d;y=ue(0===x?o:new t.Point(c.getx(A),c.gety(A)),T,m,_-x+1,f)}}x+=b,b=m.dist(y)}var M=(_-x)/b,S=y.sub(m),E=S.mult(M)._add(m);E._add(S._unit()._perp()._mult(n*d));var L=v+Math.atan2(y.y-m.y,y.x-m.x);return w.push(E),{point:E,angle:L,path:w}}Qt.prototype.keysLength=function(){return this.boxKeys.length+this.circleKeys.length},Qt.prototype.insert=function(t,e,r,n,i){this._forEachCell(e,r,n,i,this._insertBoxCell,this.boxUid++),this.boxKeys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(i)},Qt.prototype.insertCircle=function(t,e,r,n){this._forEachCell(e-n,r-n,e+n,r+n,this._insertCircleCell,this.circleUid++),this.circleKeys.push(t),this.circles.push(e),this.circles.push(r),this.circles.push(n)},Qt.prototype._insertBoxCell=function(t,e,r,n,i,a){this.boxCells[i].push(a)},Qt.prototype._insertCircleCell=function(t,e,r,n,i,a){this.circleCells[i].push(a)},Qt.prototype._query=function(t,e,r,n,i,a){if(r<0||t>this.width||n<0||e>this.height)return!i&&[];var o=[];if(t<=0&&e<=0&&this.width<=r&&this.height<=n){if(i)return!0;for(var s=0;s<this.boxKeys.length;s++)o.push({key:this.boxKeys[s],x1:this.bboxes[4*s],y1:this.bboxes[4*s+1],x2:this.bboxes[4*s+2],y2:this.bboxes[4*s+3]});for(var l=0;l<this.circleKeys.length;l++){var u=this.circles[3*l],c=this.circles[3*l+1],f=this.circles[3*l+2];o.push({key:this.circleKeys[l],x1:u-f,y1:c-f,x2:u+f,y2:c+f})}return a?o.filter(a):o}var h={hitTest:i,seenUids:{box:{},circle:{}}};return this._forEachCell(t,e,r,n,this._queryCell,o,h,a),i?o.length>0:o},Qt.prototype._queryCircle=function(t,e,r,n,i){var a=t-r,o=t+r,s=e-r,l=e+r;if(o<0||a>this.width||l<0||s>this.height)return!n&&[];var u=[],c={hitTest:n,circle:{x:t,y:e,radius:r},seenUids:{box:{},circle:{}}};return this._forEachCell(a,s,o,l,this._queryCellCircle,u,c,i),n?u.length>0:u},Qt.prototype.query=function(t,e,r,n,i){return this._query(t,e,r,n,!1,i)},Qt.prototype.hitTest=function(t,e,r,n,i){return this._query(t,e,r,n,!0,i)},Qt.prototype.hitTestCircle=function(t,e,r,n){return this._queryCircle(t,e,r,!0,n)},Qt.prototype._queryCell=function(t,e,r,n,i,a,o,s){var l=o.seenUids,u=this.boxCells[i];if(null!==u)for(var c=this.bboxes,f=0,h=u;f<h.length;f+=1){var p=h[f];if(!l.box[p]){l.box[p]=!0;var d=4*p;if(t<=c[d+2]&&e<=c[d+3]&&r>=c[d+0]&&n>=c[d+1]&&(!s||s(this.boxKeys[p]))){if(o.hitTest)return a.push(!0),!0;a.push({key:this.boxKeys[p],x1:c[d],y1:c[d+1],x2:c[d+2],y2:c[d+3]})}}}var v=this.circleCells[i];if(null!==v)for(var g=this.circles,y=0,m=v;y<m.length;y+=1){var x=m[y];if(!l.circle[x]){l.circle[x]=!0;var b=3*x;if(this._circleAndRectCollide(g[b],g[b+1],g[b+2],t,e,r,n)&&(!s||s(this.circleKeys[x]))){if(o.hitTest)return a.push(!0),!0;var _=g[b],w=g[b+1],T=g[b+2];a.push({key:this.circleKeys[x],x1:_-T,y1:w-T,x2:_+T,y2:w+T})}}}},Qt.prototype._queryCellCircle=function(t,e,r,n,i,a,o,s){var l=o.circle,u=o.seenUids,c=this.boxCells[i];if(null!==c)for(var f=this.bboxes,h=0,p=c;h<p.length;h+=1){var d=p[h];if(!u.box[d]){u.box[d]=!0;var v=4*d;if(this._circleAndRectCollide(l.x,l.y,l.radius,f[v+0],f[v+1],f[v+2],f[v+3])&&(!s||s(this.boxKeys[d])))return a.push(!0),!0}}var g=this.circleCells[i];if(null!==g)for(var y=this.circles,m=0,x=g;m<x.length;m+=1){var b=x[m];if(!u.circle[b]){u.circle[b]=!0;var _=3*b;if(this._circlesCollide(y[_],y[_+1],y[_+2],l.x,l.y,l.radius)&&(!s||s(this.circleKeys[b])))return a.push(!0),!0}}},Qt.prototype._forEachCell=function(t,e,r,n,i,a,o,s){for(var l=this._convertToXCellCoord(t),u=this._convertToYCellCoord(e),c=this._convertToXCellCoord(r),f=this._convertToYCellCoord(n),h=l;h<=c;h++)for(var p=u;p<=f;p++){var d=this.xCellCount*p+h;if(i.call(this,t,e,r,n,d,a,o,s))return}},Qt.prototype._convertToXCellCoord=function(t){return Math.max(0,Math.min(this.xCellCount-1,Math.floor(t*this.xScale)))},Qt.prototype._convertToYCellCoord=function(t){return Math.max(0,Math.min(this.yCellCount-1,Math.floor(t*this.yScale)))},Qt.prototype._circlesCollide=function(t,e,r,n,i,a){var o=n-t,s=i-e,l=r+a;return l*l>o*o+s*s},Qt.prototype._circleAndRectCollide=function(t,e,r,n,i,a,o){var s=(a-n)/2,l=Math.abs(t-(n+s));if(l>s+r)return!1;var u=(o-i)/2,c=Math.abs(e-(i+u));if(c>u+r)return!1;if(l<=s||c<=u)return!0;var f=l-s,h=c-u;return f*f+h*h<=r*r};var fe=new Float32Array([-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0]);function he(t,e){for(var r=0;r<t;r++){var n=e.length;e.resize(n+4),e.float32.set(fe,3*n)}}function pe(t,e,r){var n=e[0],i=e[1];return t[0]=r[0]*n+r[4]*i+r[12],t[1]=r[1]*n+r[5]*i+r[13],t[3]=r[3]*n+r[7]*i+r[15],t}var de=100,ve=function(t,e,r){void 0===e&&(e=new Qt(t.width+200,t.height+200,25)),void 0===r&&(r=new Qt(t.width+200,t.height+200,25)),this.transform=t,this.grid=e,this.ignoredGrid=r,this.pitchfactor=Math.cos(t._pitch)*t.cameraToCenterDistance,this.screenRightBoundary=t.width+de,this.screenBottomBoundary=t.height+de,this.gridRightBoundary=t.width+200,this.gridBottomBoundary=t.height+200};function ge(e,r,n){return r*(t.EXTENT/(e.tileSize*Math.pow(2,n-e.tileID.overscaledZ)))}ve.prototype.placeCollisionBox=function(t,e,r,n,i){var a=this.projectAndGetPerspectiveRatio(n,t.anchorPointX,t.anchorPointY),o=r*a.perspectiveRatio,s=t.x1*o+a.point.x,l=t.y1*o+a.point.y,u=t.x2*o+a.point.x,c=t.y2*o+a.point.y;return!this.isInsideGrid(s,l,u,c)||!e&&this.grid.hitTest(s,l,u,c,i)?{box:[],offscreen:!1}:{box:[s,l,u,c],offscreen:this.isOffscreen(s,l,u,c)}},ve.prototype.placeCollisionCircles=function(e,r,n,i,a,o,s,l,u,c,f,h,p){var d=[],v=new t.Point(r.anchorX,r.anchorY),g=re(v,o),y=ne(this.transform.cameraToCenterDistance,g.signedDistanceFromCamera),m=(c?a/y:a*y)/t.ONE_EM,x=re(v,s).point,b=oe(m,i,r.lineOffsetX*m,r.lineOffsetY*m,!1,x,v,r,n,s,{}),_=!1,w=!1,T=!0;if(b){for(var k=.5*h*y+p,A=new t.Point(-100,-100),M=new t.Point(this.screenRightBoundary,this.screenBottomBoundary),S=new $t,E=b.first,L=b.last,C=[],P=E.path.length-1;P>=1;P--)C.push(E.path[P]);for(var O=1;O<L.path.length;O++)C.push(L.path[O]);var I=2.5*k;if(l){var D=C.map((function(t){return re(t,l)}));C=D.some((function(t){return t.signedDistanceFromCamera<=0}))?[]:D.map((function(t){return t.point}))}var z=[];if(C.length>0){for(var R=C[0].clone(),F=C[0].clone(),B=1;B<C.length;B++)R.x=Math.min(R.x,C[B].x),R.y=Math.min(R.y,C[B].y),F.x=Math.max(F.x,C[B].x),F.y=Math.max(F.y,C[B].y);z=R.x>=A.x&&F.x<=M.x&&R.y>=A.y&&F.y<=M.y?[C]:F.x<A.x||R.x>M.x||F.y<A.y||R.y>M.y?[]:t.clipLine([C],A.x,A.y,M.x,M.y)}for(var N=0,j=z;N<j.length;N+=1){var U=j[N];S.reset(U,.25*k);var V;V=S.length<=.5*k?1:Math.ceil(S.paddedLength/I)+1;for(var H=0;H<V;H++){var q=H/Math.max(V-1,1),G=S.lerp(q),Z=G.x+de,Y=G.y+de;d.push(Z,Y,k,0);var W=Z-k,X=Y-k,J=Z+k,K=Y+k;if(T=T&&this.isOffscreen(W,X,J,K),w=w||this.isInsideGrid(W,X,J,K),!e&&this.grid.hitTestCircle(Z,Y,k,f)&&(_=!0,!u))return{circles:[],offscreen:!1,collisionDetected:_}}}}return{circles:!u&&_||!w?[]:d,offscreen:T,collisionDetected:_}},ve.prototype.queryRenderedSymbols=function(e){if(0===e.length||0===this.grid.keysLength()&&0===this.ignoredGrid.keysLength())return{};for(var r=[],n=1/0,i=1/0,a=-1/0,o=-1/0,s=0,l=e;s<l.length;s+=1){var u=l[s],c=new t.Point(u.x+de,u.y+de);n=Math.min(n,c.x),i=Math.min(i,c.y),a=Math.max(a,c.x),o=Math.max(o,c.y),r.push(c)}for(var f={},h={},p=0,d=this.grid.query(n,i,a,o).concat(this.ignoredGrid.query(n,i,a,o));p<d.length;p+=1){var v=d[p],g=v.key;if(void 0===f[g.bucketInstanceId]&&(f[g.bucketInstanceId]={}),!f[g.bucketInstanceId][g.featureIndex]){var y=[new t.Point(v.x1,v.y1),new t.Point(v.x2,v.y1),new t.Point(v.x2,v.y2),new t.Point(v.x1,v.y2)];t.polygonIntersectsPolygon(r,y)&&(f[g.bucketInstanceId][g.featureIndex]=!0,void 0===h[g.bucketInstanceId]&&(h[g.bucketInstanceId]=[]),h[g.bucketInstanceId].push(g.featureIndex))}}return h},ve.prototype.insertCollisionBox=function(t,e,r,n,i){var a={bucketInstanceId:r,featureIndex:n,collisionGroupID:i};(e?this.ignoredGrid:this.grid).insert(a,t[0],t[1],t[2],t[3])},ve.prototype.insertCollisionCircles=function(t,e,r,n,i){for(var a=e?this.ignoredGrid:this.grid,o={bucketInstanceId:r,featureIndex:n,collisionGroupID:i},s=0;s<t.length;s+=4)a.insertCircle(o,t[s],t[s+1],t[s+2])},ve.prototype.projectAndGetPerspectiveRatio=function(e,r,n){var i=[r,n,0,1];return pe(i,i,e),{point:new t.Point((i[0]/i[3]+1)/2*this.transform.width+de,(-i[1]/i[3]+1)/2*this.transform.height+de),perspectiveRatio:.5+this.transform.cameraToCenterDistance/i[3]*.5}},ve.prototype.isOffscreen=function(t,e,r,n){return r<de||t>=this.screenRightBoundary||n<de||e>this.screenBottomBoundary},ve.prototype.isInsideGrid=function(t,e,r,n){return r>=0&&t<this.gridRightBoundary&&n>=0&&e<this.gridBottomBoundary},ve.prototype.getViewportMatrix=function(){var e=t.identity([]);return t.translate(e,e,[-100,-100,0]),e};var ye=function(t,e,r,n){this.opacity=t?Math.max(0,Math.min(1,t.opacity+(t.placed?e:-e))):n&&r?1:0,this.placed=r};ye.prototype.isHidden=function(){return 0===this.opacity&&!this.placed};var me=function(t,e,r,n,i){this.text=new ye(t?t.text:null,e,r,i),this.icon=new ye(t?t.icon:null,e,n,i)};me.prototype.isHidden=function(){return this.text.isHidden()&&this.icon.isHidden()};var xe=function(t,e,r){this.text=t,this.icon=e,this.skipFade=r},be=function(){this.invProjMatrix=t.create(),this.viewportMatrix=t.create(),this.circles=[]},_e=function(t,e,r,n,i){this.bucketInstanceId=t,this.featureIndex=e,this.sourceLayerIndex=r,this.bucketIndex=n,this.tileID=i},we=function(t){this.crossSourceCollisions=t,this.maxGroupID=0,this.collisionGroups={}};function Te(e,r,n,i,a){var o=t.getAnchorAlignment(e),s=-(o.horizontalAlign-.5)*r,l=-(o.verticalAlign-.5)*n,u=t.evaluateVariableOffset(e,i);return new t.Point(s+u[0]*a,l+u[1]*a)}function ke(e,r,n,i,a,o){var s=e.x1,l=e.x2,u=e.y1,c=e.y2,f=e.anchorPointX,h=e.anchorPointY,p=new t.Point(r,n);return i&&p._rotate(a?o:-o),{x1:s+p.x,y1:u+p.y,x2:l+p.x,y2:c+p.y,anchorPointX:f,anchorPointY:h}}we.prototype.get=function(t){if(this.crossSourceCollisions)return{ID:0,predicate:null};if(!this.collisionGroups[t]){var e=++this.maxGroupID;this.collisionGroups[t]={ID:e,predicate:function(t){return t.collisionGroupID===e}}}return this.collisionGroups[t]};var Ae=function(t,e,r,n){this.transform=t.clone(),this.collisionIndex=new ve(this.transform),this.placements={},this.opacities={},this.variableOffsets={},this.stale=!1,this.commitTime=0,this.fadeDuration=e,this.retainedQueryData={},this.collisionGroups=new we(r),this.collisionCircleArrays={},this.prevPlacement=n,n&&(n.prevPlacement=void 0),this.placedOrientations={}};function Me(t,e,r,n,i){t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0)}Ae.prototype.getBucketParts=function(e,r,n,i){var a=n.getBucket(r),o=n.latestFeatureIndex;if(a&&o&&r.id===a.layerIds[0]){var s=n.collisionBoxArray,l=a.layers[0].layout,u=Math.pow(2,this.transform.zoom-n.tileID.overscaledZ),c=n.tileSize/t.EXTENT,f=this.transform.calculatePosMatrix(n.tileID.toUnwrapped()),h=\"map\"===l.get(\"text-pitch-alignment\"),p=\"map\"===l.get(\"text-rotation-alignment\"),d=ge(n,1,this.transform.zoom),v=te(f,h,p,this.transform,d),g=null;if(h){var y=ee(f,h,p,this.transform,d);g=t.multiply([],this.transform.labelPlaneMatrix,y)}this.retainedQueryData[a.bucketInstanceId]=new _e(a.bucketInstanceId,o,a.sourceLayerIndex,a.index,n.tileID);var m={bucket:a,layout:l,posMatrix:f,textLabelPlaneMatrix:v,labelToScreenMatrix:g,scale:u,textPixelRatio:c,holdingForFade:n.holdingForFade(),collisionBoxArray:s,partiallyEvaluatedTextSize:t.evaluateSizeForZoom(a.textSizeData,this.transform.zoom),collisionGroup:this.collisionGroups.get(a.sourceID)};if(i)for(var x=0,b=a.sortKeyRanges;x<b.length;x+=1){var _=b[x],w=_.sortKey,T=_.symbolInstanceStart,k=_.symbolInstanceEnd;e.push({sortKey:w,symbolInstanceStart:T,symbolInstanceEnd:k,parameters:m})}else e.push({symbolInstanceStart:0,symbolInstanceEnd:a.symbolInstances.length,parameters:m})}},Ae.prototype.attemptAnchorPlacement=function(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d){var v,g=[f.textOffset0,f.textOffset1],y=Te(t,r,n,g,i),m=this.collisionIndex.placeCollisionBox(ke(e,y.x,y.y,a,o,this.transform.angle),c,s,l,u.predicate);if(!d||0!==this.collisionIndex.placeCollisionBox(ke(d,y.x,y.y,a,o,this.transform.angle),c,s,l,u.predicate).box.length)return m.box.length>0?(this.prevPlacement&&this.prevPlacement.variableOffsets[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID].text&&(v=this.prevPlacement.variableOffsets[f.crossTileID].anchor),this.variableOffsets[f.crossTileID]={textOffset:g,width:r,height:n,anchor:t,textBoxScale:i,prevAnchor:v},this.markUsedJustification(h,t,f,p),h.allowVerticalPlacement&&(this.markUsedOrientation(h,p,f),this.placedOrientations[f.crossTileID]=p),{shift:y,placedGlyphBoxes:m}):void 0},Ae.prototype.placeLayerBucketPart=function(e,r,n){var i=this,a=e.parameters,o=a.bucket,s=a.layout,l=a.posMatrix,u=a.textLabelPlaneMatrix,c=a.labelToScreenMatrix,f=a.textPixelRatio,h=a.holdingForFade,p=a.collisionBoxArray,d=a.partiallyEvaluatedTextSize,v=a.collisionGroup,g=s.get(\"text-optional\"),y=s.get(\"icon-optional\"),m=s.get(\"text-allow-overlap\"),x=s.get(\"icon-allow-overlap\"),b=\"map\"===s.get(\"text-rotation-alignment\"),_=\"map\"===s.get(\"text-pitch-alignment\"),w=\"none\"!==s.get(\"icon-text-fit\"),T=\"viewport-y\"===s.get(\"symbol-z-order\"),k=m&&(x||!o.hasIconData()||y),A=x&&(m||!o.hasTextData()||g);!o.collisionArrays&&p&&o.deserializeCollisionBoxes(p);var M=function(e,a){if(!r[e.crossTileID])if(h)i.placements[e.crossTileID]=new xe(!1,!1,!1);else{var p,T=!1,M=!1,S=!0,E=null,L={box:null,offscreen:null},C={box:null,offscreen:null},P=null,O=null,I=0,D=0,z=0;a.textFeatureIndex?I=a.textFeatureIndex:e.useRuntimeCollisionCircles&&(I=e.featureIndex),a.verticalTextFeatureIndex&&(D=a.verticalTextFeatureIndex);var R=a.textBox;if(R){var F=function(r){var n=t.WritingMode.horizontal;if(o.allowVerticalPlacement&&!r&&i.prevPlacement){var a=i.prevPlacement.placedOrientations[e.crossTileID];a&&(i.placedOrientations[e.crossTileID]=a,n=a,i.markUsedOrientation(o,n,e))}return n},B=function(r,n){if(o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&a.verticalTextBox)for(var i=0,s=o.writingModes;i<s.length&&(s[i]===t.WritingMode.vertical?(L=n(),C=L):L=r(),!(L&&L.box&&L.box.length));i+=1);else L=r()};if(s.get(\"text-variable-anchor\")){var N=s.get(\"text-variable-anchor\");if(i.prevPlacement&&i.prevPlacement.variableOffsets[e.crossTileID]){var j=i.prevPlacement.variableOffsets[e.crossTileID];N.indexOf(j.anchor)>0&&(N=N.filter((function(t){return t!==j.anchor}))).unshift(j.anchor)}var U=function(t,r,n){for(var a=t.x2-t.x1,s=t.y2-t.y1,u=e.textBoxScale,c=w&&!x?r:null,h={box:[],offscreen:!1},p=m?2*N.length:N.length,d=0;d<p;++d){var g=N[d%N.length],y=d>=N.length,k=i.attemptAnchorPlacement(g,t,a,s,u,b,_,f,l,v,y,e,o,n,c);if(k&&(h=k.placedGlyphBoxes)&&h.box&&h.box.length){T=!0,E=k.shift;break}}return h};B((function(){return U(R,a.iconBox,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox,n=L&&L.box&&L.box.length;return o.allowVerticalPlacement&&!n&&e.numVerticalGlyphVertices>0&&r?U(r,a.verticalIconBox,t.WritingMode.vertical):{box:null,offscreen:null}})),L&&(T=L.box,S=L.offscreen);var V=F(L&&L.box);if(!T&&i.prevPlacement){var H=i.prevPlacement.variableOffsets[e.crossTileID];H&&(i.variableOffsets[e.crossTileID]=H,i.markUsedJustification(o,H.anchor,e,V))}}else{var q=function(t,r){var n=i.collisionIndex.placeCollisionBox(t,m,f,l,v.predicate);return n&&n.box&&n.box.length&&(i.markUsedOrientation(o,r,e),i.placedOrientations[e.crossTileID]=r),n};B((function(){return q(R,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox;return o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&r?q(r,t.WritingMode.vertical):{box:null,offscreen:null}})),F(L&&L.box&&L.box.length)}}if(T=(p=L)&&p.box&&p.box.length>0,S=p&&p.offscreen,e.useRuntimeCollisionCircles){var G=o.text.placedSymbolArray.get(e.centerJustifiedTextSymbolIndex),Z=t.evaluateSizeForFeature(o.textSizeData,d,G),Y=s.get(\"text-padding\"),W=e.collisionCircleDiameter;P=i.collisionIndex.placeCollisionCircles(m,G,o.lineVertexArray,o.glyphOffsetArray,Z,l,u,c,n,_,v.predicate,W,Y),T=m||P.circles.length>0&&!P.collisionDetected,S=S&&P.offscreen}if(a.iconFeatureIndex&&(z=a.iconFeatureIndex),a.iconBox){var X=function(t){var e=w&&E?ke(t,E.x,E.y,b,_,i.transform.angle):t;return i.collisionIndex.placeCollisionBox(e,x,f,l,v.predicate)};M=C&&C.box&&C.box.length&&a.verticalIconBox?(O=X(a.verticalIconBox)).box.length>0:(O=X(a.iconBox)).box.length>0,S=S&&O.offscreen}var J=g||0===e.numHorizontalGlyphVertices&&0===e.numVerticalGlyphVertices,K=y||0===e.numIconVertices;if(J||K?K?J||(M=M&&T):T=M&&T:M=T=M&&T,T&&p&&p.box&&(C&&C.box&&D?i.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,D,v.ID):i.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,I,v.ID)),M&&O&&i.collisionIndex.insertCollisionBox(O.box,s.get(\"icon-ignore-placement\"),o.bucketInstanceId,z,v.ID),P&&(T&&i.collisionIndex.insertCollisionCircles(P.circles,s.get(\"text-ignore-placement\"),o.bucketInstanceId,I,v.ID),n)){var $=o.bucketInstanceId,Q=i.collisionCircleArrays[$];void 0===Q&&(Q=i.collisionCircleArrays[$]=new be);for(var tt=0;tt<P.circles.length;tt+=4)Q.circles.push(P.circles[tt+0]),Q.circles.push(P.circles[tt+1]),Q.circles.push(P.circles[tt+2]),Q.circles.push(P.collisionDetected?1:0)}i.placements[e.crossTileID]=new xe(T||k,M||A,S||o.justReloaded),r[e.crossTileID]=!0}};if(T)for(var S=o.getSortedSymbolIndexes(this.transform.angle),E=S.length-1;E>=0;--E){var L=S[E];M(o.symbolInstances.get(L),o.collisionArrays[L])}else for(var C=e.symbolInstanceStart;C<e.symbolInstanceEnd;C++)M(o.symbolInstances.get(C),o.collisionArrays[C]);if(n&&o.bucketInstanceId in this.collisionCircleArrays){var P=this.collisionCircleArrays[o.bucketInstanceId];t.invert(P.invProjMatrix,l),P.viewportMatrix=this.collisionIndex.getViewportMatrix()}o.justReloaded=!1},Ae.prototype.markUsedJustification=function(e,r,n,i){var a,o={left:n.leftJustifiedTextSymbolIndex,center:n.centerJustifiedTextSymbolIndex,right:n.rightJustifiedTextSymbolIndex};a=i===t.WritingMode.vertical?n.verticalPlacedTextSymbolIndex:o[t.getAnchorJustification(r)];for(var s=0,l=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex,n.verticalPlacedTextSymbolIndex];s<l.length;s+=1){var u=l[s];u>=0&&(e.text.placedSymbolArray.get(u).crossTileID=a>=0&&u!==a?0:n.crossTileID)}},Ae.prototype.markUsedOrientation=function(e,r,n){for(var i=r===t.WritingMode.horizontal||r===t.WritingMode.horizontalOnly?r:0,a=r===t.WritingMode.vertical?r:0,o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex];o<s.length;o+=1){var l=s[o];e.text.placedSymbolArray.get(l).placedOrientation=i}n.verticalPlacedTextSymbolIndex&&(e.text.placedSymbolArray.get(n.verticalPlacedTextSymbolIndex).placedOrientation=a)},Ae.prototype.commit=function(t){this.commitTime=t,this.zoomAtLastRecencyCheck=this.transform.zoom;var e=this.prevPlacement,r=!1;this.prevZoomAdjustment=e?e.zoomAdjustment(this.transform.zoom):0;var n=e?e.symbolFadeChange(t):1,i=e?e.opacities:{},a=e?e.variableOffsets:{},o=e?e.placedOrientations:{};for(var s in this.placements){var l=this.placements[s],u=i[s];u?(this.opacities[s]=new me(u,n,l.text,l.icon),r=r||l.text!==u.text.placed||l.icon!==u.icon.placed):(this.opacities[s]=new me(null,n,l.text,l.icon,l.skipFade),r=r||l.text||l.icon)}for(var c in i){var f=i[c];if(!this.opacities[c]){var h=new me(f,n,!1,!1);h.isHidden()||(this.opacities[c]=h,r=r||f.text.placed||f.icon.placed)}}for(var p in a)this.variableOffsets[p]||!this.opacities[p]||this.opacities[p].isHidden()||(this.variableOffsets[p]=a[p]);for(var d in o)this.placedOrientations[d]||!this.opacities[d]||this.opacities[d].isHidden()||(this.placedOrientations[d]=o[d]);r?this.lastPlacementChangeTime=t:\"number\"!=typeof this.lastPlacementChangeTime&&(this.lastPlacementChangeTime=e?e.lastPlacementChangeTime:t)},Ae.prototype.updateLayerOpacities=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1){var a=i[n],o=a.getBucket(t);o&&a.latestFeatureIndex&&t.id===o.layerIds[0]&&this.updateBucketOpacities(o,r,a.collisionBoxArray)}},Ae.prototype.updateBucketOpacities=function(e,r,n){var i=this;e.hasTextData()&&e.text.opacityVertexArray.clear(),e.hasIconData()&&e.icon.opacityVertexArray.clear(),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexArray.clear(),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexArray.clear();var a=e.layers[0].layout,o=new me(null,0,!1,!1,!0),s=a.get(\"text-allow-overlap\"),l=a.get(\"icon-allow-overlap\"),u=a.get(\"text-variable-anchor\"),c=\"map\"===a.get(\"text-rotation-alignment\"),f=\"map\"===a.get(\"text-pitch-alignment\"),h=\"none\"!==a.get(\"icon-text-fit\"),p=new me(null,0,s&&(l||!e.hasIconData()||a.get(\"icon-optional\")),l&&(s||!e.hasTextData()||a.get(\"text-optional\")),!0);!e.collisionArrays&&n&&(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData())&&e.deserializeCollisionBoxes(n);for(var d=function(t,e,r){for(var n=0;n<e/4;n++)t.opacityVertexArray.emplaceBack(r)},v=function(n){var a=e.symbolInstances.get(n),s=a.numHorizontalGlyphVertices,l=a.numVerticalGlyphVertices,v=a.crossTileID,g=r[v],y=i.opacities[v];g?y=o:y||(y=p,i.opacities[v]=y),r[v]=!0;var m=s>0||l>0,x=a.numIconVertices>0,b=i.placedOrientations[a.crossTileID],_=b===t.WritingMode.vertical,w=b===t.WritingMode.horizontal||b===t.WritingMode.horizontalOnly;if(m){var T=De(y.text),k=_?ze:T;d(e.text,s,k);var A=w?ze:T;d(e.text,l,A);var M=y.text.isHidden();[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t){t>=0&&(e.text.placedSymbolArray.get(t).hidden=M||_?1:0)})),a.verticalPlacedTextSymbolIndex>=0&&(e.text.placedSymbolArray.get(a.verticalPlacedTextSymbolIndex).hidden=M||w?1:0);var S=i.variableOffsets[a.crossTileID];S&&i.markUsedJustification(e,S.anchor,a,b);var E=i.placedOrientations[a.crossTileID];E&&(i.markUsedJustification(e,\"left\",a,E),i.markUsedOrientation(e,E,a))}if(x){var L=De(y.icon),C=!(h&&a.verticalPlacedIconSymbolIndex&&_);if(a.placedIconSymbolIndex>=0){var P=C?L:ze;d(e.icon,a.numIconVertices,P),e.icon.placedSymbolArray.get(a.placedIconSymbolIndex).hidden=y.icon.isHidden()}if(a.verticalPlacedIconSymbolIndex>=0){var O=C?ze:L;d(e.icon,a.numVerticalIconVertices,O),e.icon.placedSymbolArray.get(a.verticalPlacedIconSymbolIndex).hidden=y.icon.isHidden()}}if(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData()){var I=e.collisionArrays[n];if(I){var D=new t.Point(0,0);if(I.textBox||I.verticalTextBox){var z=!0;if(u){var R=i.variableOffsets[v];R?(D=Te(R.anchor,R.width,R.height,R.textOffset,R.textBoxScale),c&&D._rotate(f?i.transform.angle:-i.transform.angle)):z=!1}I.textBox&&Me(e.textCollisionBox.collisionVertexArray,y.text.placed,!z||_,D.x,D.y),I.verticalTextBox&&Me(e.textCollisionBox.collisionVertexArray,y.text.placed,!z||w,D.x,D.y)}var F=Boolean(!w&&I.verticalIconBox);I.iconBox&&Me(e.iconCollisionBox.collisionVertexArray,y.icon.placed,F,h?D.x:0,h?D.y:0),I.verticalIconBox&&Me(e.iconCollisionBox.collisionVertexArray,y.icon.placed,!F,h?D.x:0,h?D.y:0)}}},g=0;g<e.symbolInstances.length;g++)v(g);if(e.sortFeatures(this.transform.angle),this.retainedQueryData[e.bucketInstanceId]&&(this.retainedQueryData[e.bucketInstanceId].featureSortOrder=e.featureSortOrder),e.hasTextData()&&e.text.opacityVertexBuffer&&e.text.opacityVertexBuffer.updateData(e.text.opacityVertexArray),e.hasIconData()&&e.icon.opacityVertexBuffer&&e.icon.opacityVertexBuffer.updateData(e.icon.opacityVertexArray),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexBuffer&&e.iconCollisionBox.collisionVertexBuffer.updateData(e.iconCollisionBox.collisionVertexArray),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexBuffer&&e.textCollisionBox.collisionVertexBuffer.updateData(e.textCollisionBox.collisionVertexArray),e.bucketInstanceId in this.collisionCircleArrays){var y=this.collisionCircleArrays[e.bucketInstanceId];e.placementInvProjMatrix=y.invProjMatrix,e.placementViewportMatrix=y.viewportMatrix,e.collisionCircleArray=y.circles,delete this.collisionCircleArrays[e.bucketInstanceId]}},Ae.prototype.symbolFadeChange=function(t){return 0===this.fadeDuration?1:(t-this.commitTime)/this.fadeDuration+this.prevZoomAdjustment},Ae.prototype.zoomAdjustment=function(t){return Math.max(0,(this.transform.zoom-t)/1.5)},Ae.prototype.hasTransitions=function(t){return this.stale||t-this.lastPlacementChangeTime<this.fadeDuration},Ae.prototype.stillRecent=function(t,e){var r=this.zoomAtLastRecencyCheck===e?1-this.zoomAdjustment(e):1;return this.zoomAtLastRecencyCheck=e,this.commitTime+this.fadeDuration*r>t},Ae.prototype.setStale=function(){this.stale=!0};var Se=Math.pow(2,25),Ee=Math.pow(2,24),Le=Math.pow(2,17),Ce=Math.pow(2,16),Pe=Math.pow(2,9),Oe=Math.pow(2,8),Ie=Math.pow(2,1);function De(t){if(0===t.opacity&&!t.placed)return 0;if(1===t.opacity&&t.placed)return 4294967295;var e=t.placed?1:0,r=Math.floor(127*t.opacity);return r*Se+e*Ee+r*Le+e*Ce+r*Pe+e*Oe+r*Ie+e}var ze=0,Re=function(t){this._sortAcrossTiles=\"viewport-y\"!==t.layout.get(\"symbol-z-order\")&&void 0!==t.layout.get(\"symbol-sort-key\").constantOr(1),this._currentTileIndex=0,this._currentPartIndex=0,this._seenCrossTileIDs={},this._bucketParts=[]};Re.prototype.continuePlacement=function(t,e,r,n,i){for(var a=this._bucketParts;this._currentTileIndex<t.length;){var o=t[this._currentTileIndex];if(e.getBucketParts(a,n,o,this._sortAcrossTiles),this._currentTileIndex++,i())return!0}for(this._sortAcrossTiles&&(this._sortAcrossTiles=!1,a.sort((function(t,e){return t.sortKey-e.sortKey})));this._currentPartIndex<a.length;){var s=a[this._currentPartIndex];if(e.placeLayerBucketPart(s,this._seenCrossTileIDs,r),this._currentPartIndex++,i())return!0}return!1};var Fe=function(t,e,r,n,i,a,o){this.placement=new Ae(t,i,a,o),this._currentPlacementIndex=e.length-1,this._forceFullPlacement=r,this._showCollisionBoxes=n,this._done=!1};Fe.prototype.isDone=function(){return this._done},Fe.prototype.continuePlacement=function(e,r,n){for(var i=this,a=t.browser.now(),o=function(){var e=t.browser.now()-a;return!i._forceFullPlacement&&e>2};this._currentPlacementIndex>=0;){var s=r[e[this._currentPlacementIndex]],l=this.placement.collisionIndex.transform.zoom;if(\"symbol\"===s.type&&(!s.minzoom||s.minzoom<=l)&&(!s.maxzoom||s.maxzoom>l)){if(this._inProgressLayer||(this._inProgressLayer=new Re(s)),this._inProgressLayer.continuePlacement(n[s.source],this.placement,this._showCollisionBoxes,s,o))return;delete this._inProgressLayer}this._currentPlacementIndex--}this._done=!0},Fe.prototype.commit=function(t){return this.placement.commit(t),this.placement};var Be=512/t.EXTENT/2,Ne=function(t,e,r){this.tileID=t,this.indexedSymbolInstances={},this.bucketInstanceId=r;for(var n=0;n<e.length;n++){var i=e.get(n),a=i.key;this.indexedSymbolInstances[a]||(this.indexedSymbolInstances[a]=[]),this.indexedSymbolInstances[a].push({crossTileID:i.crossTileID,coord:this.getScaledCoordinates(i,t)})}};Ne.prototype.getScaledCoordinates=function(e,r){var n=r.canonical.z-this.tileID.canonical.z,i=Be/Math.pow(2,n);return{x:Math.floor((r.canonical.x*t.EXTENT+e.anchorX)*i),y:Math.floor((r.canonical.y*t.EXTENT+e.anchorY)*i)}},Ne.prototype.findMatches=function(t,e,r){for(var n=this.tileID.canonical.z<e.canonical.z?1:Math.pow(2,this.tileID.canonical.z-e.canonical.z),i=0;i<t.length;i++){var a=t.get(i);if(!a.crossTileID){var o=this.indexedSymbolInstances[a.key];if(o)for(var s=this.getScaledCoordinates(a,e),l=0,u=o;l<u.length;l+=1){var c=u[l];if(Math.abs(c.coord.x-s.x)<=n&&Math.abs(c.coord.y-s.y)<=n&&!r[c.crossTileID]){r[c.crossTileID]=!0,a.crossTileID=c.crossTileID;break}}}}};var je=function(){this.maxCrossTileID=0};je.prototype.generate=function(){return++this.maxCrossTileID};var Ue=function(){this.indexes={},this.usedCrossTileIDs={},this.lng=0};Ue.prototype.handleWrapJump=function(t){var e=Math.round((t-this.lng)/360);if(0!==e)for(var r in this.indexes){var n=this.indexes[r],i={};for(var a in n){var o=n[a];o.tileID=o.tileID.unwrapTo(o.tileID.wrap+e),i[o.tileID.key]=o}this.indexes[r]=i}this.lng=t},Ue.prototype.addBucket=function(t,e,r){if(this.indexes[t.overscaledZ]&&this.indexes[t.overscaledZ][t.key]){if(this.indexes[t.overscaledZ][t.key].bucketInstanceId===e.bucketInstanceId)return!1;this.removeBucketCrossTileIDs(t.overscaledZ,this.indexes[t.overscaledZ][t.key])}for(var n=0;n<e.symbolInstances.length;n++)e.symbolInstances.get(n).crossTileID=0;this.usedCrossTileIDs[t.overscaledZ]||(this.usedCrossTileIDs[t.overscaledZ]={});var i=this.usedCrossTileIDs[t.overscaledZ];for(var a in this.indexes){var o=this.indexes[a];if(Number(a)>t.overscaledZ)for(var s in o){var l=o[s];l.tileID.isChildOf(t)&&l.findMatches(e.symbolInstances,t,i)}else{var u=o[t.scaledTo(Number(a)).key];u&&u.findMatches(e.symbolInstances,t,i)}}for(var c=0;c<e.symbolInstances.length;c++){var f=e.symbolInstances.get(c);f.crossTileID||(f.crossTileID=r.generate(),i[f.crossTileID]=!0)}return void 0===this.indexes[t.overscaledZ]&&(this.indexes[t.overscaledZ]={}),this.indexes[t.overscaledZ][t.key]=new Ne(t,e.symbolInstances,e.bucketInstanceId),!0},Ue.prototype.removeBucketCrossTileIDs=function(t,e){for(var r in e.indexedSymbolInstances)for(var n=0,i=e.indexedSymbolInstances[r];n<i.length;n+=1){var a=i[n];delete this.usedCrossTileIDs[t][a.crossTileID]}},Ue.prototype.removeStaleBuckets=function(t){var e=!1;for(var r in this.indexes){var n=this.indexes[r];for(var i in n)t[n[i].bucketInstanceId]||(this.removeBucketCrossTileIDs(r,n[i]),delete n[i],e=!0)}return e};var Ve=function(){this.layerIndexes={},this.crossTileIDs=new je,this.maxBucketInstanceId=0,this.bucketsInCurrentPlacement={}};Ve.prototype.addLayer=function(t,e,r){var n=this.layerIndexes[t.id];void 0===n&&(n=this.layerIndexes[t.id]=new Ue);var i=!1,a={};n.handleWrapJump(r);for(var o=0,s=e;o<s.length;o+=1){var l=s[o],u=l.getBucket(t);u&&t.id===u.layerIds[0]&&(u.bucketInstanceId||(u.bucketInstanceId=++this.maxBucketInstanceId),n.addBucket(l.tileID,u,this.crossTileIDs)&&(i=!0),a[u.bucketInstanceId]=!0)}return n.removeStaleBuckets(a)&&(i=!0),i},Ve.prototype.pruneUnusedLayers=function(t){var e={};for(var r in t.forEach((function(t){e[t]=!0})),this.layerIndexes)e[r]||delete this.layerIndexes[r]};var He=function(e,r){return t.emitValidationErrors(e,r&&r.filter((function(t){return\"source.canvas\"!==t.identifier})))},qe=t.pick(Ht,[\"addLayer\",\"removeLayer\",\"setPaintProperty\",\"setLayoutProperty\",\"setFilter\",\"addSource\",\"removeSource\",\"setLayerZoomRange\",\"setLight\",\"setTransition\",\"setGeoJSONSourceData\"]),Ge=t.pick(Ht,[\"setCenter\",\"setZoom\",\"setBearing\",\"setPitch\"]),Ze=function(){var e={},r=t.styleSpec.$version;for(var n in t.styleSpec.$root){var i=t.styleSpec.$root[n];if(i.required){var a;null!=(a=\"version\"===n?r:\"array\"===i.type?[]:{})&&(e[n]=a)}}return e}(),Ye=function(e){function r(n,i){var a=this;void 0===i&&(i={}),e.call(this),this.map=n,this.dispatcher=new A(jt(),this),this.imageManager=new h,this.imageManager.setEventedParent(this),this.glyphManager=new x(n._requestManager,i.localIdeographFontFamily),this.lineAtlas=new k(256,512),this.crossTileSymbolIndex=new Ve,this._layers={},this._serializedLayers={},this._order=[],this.sourceCaches={},this.zoomHistory=new t.ZoomHistory,this._loaded=!1,this._availableImages=[],this._resetUpdates(),this.dispatcher.broadcast(\"setReferrer\",t.getReferrer());var o=this;this._rtlTextPluginCallback=r.registerForPluginStateChange((function(e){var r={pluginStatus:e.pluginStatus,pluginURL:e.pluginURL};o.dispatcher.broadcast(\"syncRTLPluginState\",r,(function(e,r){if(t.triggerPluginCompletionEvent(e),r&&r.every((function(t){return t})))for(var n in o.sourceCaches)o.sourceCaches[n].reload()}))})),this.on(\"data\",(function(t){if(\"source\"===t.dataType&&\"metadata\"===t.sourceDataType){var e=a.sourceCaches[t.sourceId];if(e){var r=e.getSource();if(r&&r.vectorLayerIds)for(var n in a._layers){var i=a._layers[n];i.source===r.id&&a._validateLayer(i)}}}}))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadURL=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"}));var i=\"boolean\"==typeof r.validate?r.validate:!t.isMapboxURL(e);e=this.map._requestManager.normalizeStyleURL(e,r.accessToken);var a=this.map._requestManager.transformRequest(e,t.ResourceType.Style);this._request=t.getJSON(a,(function(e,r){n._request=null,e?n.fire(new t.ErrorEvent(e)):r&&n._load(r,i)}))},r.prototype.loadJSON=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._request=t.browser.frame((function(){n._request=null,n._load(e,!1!==r.validate)}))},r.prototype.loadEmpty=function(){this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._load(Ze,!1)},r.prototype._load=function(e,r){if(!r||!He(this,t.validateStyle(e))){for(var n in this._loaded=!0,this.stylesheet=e,e.sources)this.addSource(n,e.sources[n],{validate:!1});e.sprite?this._loadSprite(e.sprite):this.imageManager.setLoaded(!0),this.glyphManager.setURL(e.glyphs);var i=Vt(this.stylesheet.layers);this._order=i.map((function(t){return t.id})),this._layers={},this._serializedLayers={};for(var a=0,o=i;a<o.length;a+=1){var s=o[a];(s=t.createStyleLayer(s)).setEventedParent(this,{layer:{id:s.id}}),this._layers[s.id]=s,this._serializedLayers[s.id]=s.serialize()}this.dispatcher.broadcast(\"setLayers\",this._serializeLayers(this._order)),this.light=new T(this.stylesheet.light),this.fire(new t.Event(\"data\",{dataType:\"style\"})),this.fire(new t.Event(\"style.load\"))}},r.prototype._loadSprite=function(e){var r=this;this._spriteRequest=function(e,r,n){var i,a,o,s=t.browser.devicePixelRatio>1?\"@2x\":\"\",l=t.getJSON(r.transformRequest(r.normalizeSpriteURL(e,s,\".json\"),t.ResourceType.SpriteJSON),(function(t,e){l=null,o||(o=t,i=e,c())})),u=t.getImage(r.transformRequest(r.normalizeSpriteURL(e,s,\".png\"),t.ResourceType.SpriteImage),(function(t,e){u=null,o||(o=t,a=e,c())}));function c(){if(o)n(o);else if(i&&a){var e=t.browser.getImageData(a),r={};for(var s in i){var l=i[s],u=l.width,c=l.height,f=l.x,h=l.y,p=l.sdf,d=l.pixelRatio,v=l.stretchX,g=l.stretchY,y=l.content,m=new t.RGBAImage({width:u,height:c});t.RGBAImage.copy(e,m,{x:f,y:h},{x:0,y:0},{width:u,height:c}),r[s]={data:m,pixelRatio:d,sdf:p,stretchX:v,stretchY:g,content:y}}n(null,r)}}return{cancel:function(){l&&(l.cancel(),l=null),u&&(u.cancel(),u=null)}}}(e,this.map._requestManager,(function(e,n){if(r._spriteRequest=null,e)r.fire(new t.ErrorEvent(e));else if(n)for(var i in n)r.imageManager.addImage(i,n[i]);r.imageManager.setLoaded(!0),r._availableImages=r.imageManager.listImages(),r.dispatcher.broadcast(\"setImages\",r._availableImages),r.fire(new t.Event(\"data\",{dataType:\"style\"}))}))},r.prototype._validateLayer=function(e){var r=this.sourceCaches[e.source];if(r){var n=e.sourceLayer;if(n){var i=r.getSource();(\"geojson\"===i.type||i.vectorLayerIds&&-1===i.vectorLayerIds.indexOf(n))&&this.fire(new t.ErrorEvent(new Error('Source layer \"'+n+'\" does not exist on source \"'+i.id+'\" as specified by style layer \"'+e.id+'\"')))}}},r.prototype.loaded=function(){if(!this._loaded)return!1;if(Object.keys(this._updatedSources).length)return!1;for(var t in this.sourceCaches)if(!this.sourceCaches[t].loaded())return!1;return!!this.imageManager.isLoaded()},r.prototype._serializeLayers=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=this._layers[i];\"custom\"!==a.type&&e.push(a.serialize())}return e},r.prototype.hasTransitions=function(){if(this.light&&this.light.hasTransition())return!0;for(var t in this.sourceCaches)if(this.sourceCaches[t].hasTransition())return!0;for(var e in this._layers)if(this._layers[e].hasTransition())return!0;return!1},r.prototype._checkLoaded=function(){if(!this._loaded)throw new Error(\"Style is not done loading\")},r.prototype.update=function(e){if(this._loaded){var r=this._changed;if(this._changed){var n=Object.keys(this._updatedLayers),i=Object.keys(this._removedLayers);for(var a in(n.length||i.length)&&this._updateWorkerLayers(n,i),this._updatedSources){var o=this._updatedSources[a];\"reload\"===o?this._reloadSource(a):\"clear\"===o&&this._clearSource(a)}for(var s in this._updateTilesForChangedImages(),this._updatedPaintProps)this._layers[s].updateTransitions(e);this.light.updateTransitions(e),this._resetUpdates()}for(var l in this.sourceCaches)this.sourceCaches[l].used=!1;for(var u=0,c=this._order;u<c.length;u+=1){var f=c[u],h=this._layers[f];h.recalculate(e,this._availableImages),!h.isHidden(e.zoom)&&h.source&&(this.sourceCaches[h.source].used=!0)}this.light.recalculate(e),this.z=e.zoom,r&&this.fire(new t.Event(\"data\",{dataType:\"style\"}))}},r.prototype._updateTilesForChangedImages=function(){var t=Object.keys(this._changedImages);if(t.length){for(var e in this.sourceCaches)this.sourceCaches[e].reloadTilesForDependencies([\"icons\",\"patterns\"],t);this._changedImages={}}},r.prototype._updateWorkerLayers=function(t,e){this.dispatcher.broadcast(\"updateLayers\",{layers:this._serializeLayers(t),removedIds:e})},r.prototype._resetUpdates=function(){this._changed=!1,this._updatedLayers={},this._removedLayers={},this._updatedSources={},this._updatedPaintProps={},this._changedImages={}},r.prototype.setState=function(e){var r=this;if(this._checkLoaded(),He(this,t.validateStyle(e)))return!1;(e=t.clone$1(e)).layers=Vt(e.layers);var n=Kt(this.serialize(),e).filter((function(t){return!(t.command in Ge)}));if(0===n.length)return!1;var i=n.filter((function(t){return!(t.command in qe)}));if(i.length>0)throw new Error(\"Unimplemented: \"+i.map((function(t){return t.command})).join(\", \")+\".\");return n.forEach((function(t){\"setTransition\"!==t.command&&r[t.command].apply(r,t.args)})),this.stylesheet=e,!0},r.prototype.addImage=function(e,r){if(this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"An image with this name already exists.\")));this.imageManager.addImage(e,r),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.updateImage=function(t,e){this.imageManager.updateImage(t,e)},r.prototype.getImage=function(t){return this.imageManager.getImage(t)},r.prototype.removeImage=function(e){if(!this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"No image with this name exists.\")));this.imageManager.removeImage(e),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.listImages=function(){return this._checkLoaded(),this.imageManager.listImages()},r.prototype.addSource=function(e,r,n){var i=this;if(void 0===n&&(n={}),this._checkLoaded(),void 0!==this.sourceCaches[e])throw new Error(\"There is already a source with this ID\");if(!r.type)throw new Error(\"The type property must be defined, but the only the following properties were given: \"+Object.keys(r).join(\", \")+\".\");if(!([\"vector\",\"raster\",\"geojson\",\"video\",\"image\"].indexOf(r.type)>=0&&this._validate(t.validateStyle.source,\"sources.\"+e,r,null,n))){this.map&&this.map._collectResourceTiming&&(r.collectResourceTiming=!0);var a=this.sourceCaches[e]=new Ot(e,r,this.dispatcher);a.style=this,a.setEventedParent(this,(function(){return{isSourceLoaded:i.loaded(),source:a.serialize(),sourceId:e}})),a.onAdd(this.map),this._changed=!0}},r.prototype.removeSource=function(e){if(this._checkLoaded(),void 0===this.sourceCaches[e])throw new Error(\"There is no source with this ID\");for(var r in this._layers)if(this._layers[r].source===e)return this.fire(new t.ErrorEvent(new Error('Source \"'+e+'\" cannot be removed while layer \"'+r+'\" is using it.')));var n=this.sourceCaches[e];delete this.sourceCaches[e],delete this._updatedSources[e],n.fire(new t.Event(\"data\",{sourceDataType:\"metadata\",dataType:\"source\",sourceId:e})),n.setEventedParent(null),n.clearTiles(),n.onRemove&&n.onRemove(this.map),this._changed=!0},r.prototype.setGeoJSONSourceData=function(t,e){this._checkLoaded(),this.sourceCaches[t].getSource().setData(e),this._changed=!0},r.prototype.getSource=function(t){return this.sourceCaches[t]&&this.sourceCaches[t].getSource()},r.prototype.addLayer=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=e.id;if(this.getLayer(i))this.fire(new t.ErrorEvent(new Error('Layer with id \"'+i+'\" already exists on this map')));else{var a;if(\"custom\"===e.type){if(He(this,t.validateCustomStyleLayer(e)))return;a=t.createStyleLayer(e)}else{if(\"object\"==typeof e.source&&(this.addSource(i,e.source),e=t.clone$1(e),e=t.extend(e,{source:i})),this._validate(t.validateStyle.layer,\"layers.\"+i,e,{arrayIndex:-1},n))return;a=t.createStyleLayer(e),this._validateLayer(a),a.setEventedParent(this,{layer:{id:i}}),this._serializedLayers[a.id]=a.serialize()}var o=r?this._order.indexOf(r):this._order.length;if(r&&-1===o)this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.')));else{if(this._order.splice(o,0,i),this._layerOrderChanged=!0,this._layers[i]=a,this._removedLayers[i]&&a.source&&\"custom\"!==a.type){var s=this._removedLayers[i];delete this._removedLayers[i],s.type!==a.type?this._updatedSources[a.source]=\"clear\":(this._updatedSources[a.source]=\"reload\",this.sourceCaches[a.source].pause())}this._updateLayer(a),a.onAdd&&a.onAdd(this.map)}}},r.prototype.moveLayer=function(e,r){if(this._checkLoaded(),this._changed=!0,this._layers[e]){if(e!==r){var n=this._order.indexOf(e);this._order.splice(n,1);var i=r?this._order.indexOf(r):this._order.length;r&&-1===i?this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.'))):(this._order.splice(i,0,e),this._layerOrderChanged=!0)}}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be moved.\")))},r.prototype.removeLayer=function(e){this._checkLoaded();var r=this._layers[e];if(r){r.setEventedParent(null);var n=this._order.indexOf(e);this._order.splice(n,1),this._layerOrderChanged=!0,this._changed=!0,this._removedLayers[e]=r,delete this._layers[e],delete this._serializedLayers[e],delete this._updatedLayers[e],delete this._updatedPaintProps[e],r.onRemove&&r.onRemove(this.map)}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be removed.\")))},r.prototype.getLayer=function(t){return this._layers[t]},r.prototype.hasLayer=function(t){return t in this._layers},r.prototype.setLayerZoomRange=function(e,r,n){this._checkLoaded();var i=this.getLayer(e);i?i.minzoom===r&&i.maxzoom===n||(null!=r&&(i.minzoom=r),null!=n&&(i.maxzoom=n),this._updateLayer(i)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot have zoom extent.\")))},r.prototype.setFilter=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=this.getLayer(e);if(i){if(!t.deepEqual(i.filter,r))return null==r?(i.filter=void 0,void this._updateLayer(i)):void(this._validate(t.validateStyle.filter,\"layers.\"+i.id+\".filter\",r,null,n)||(i.filter=t.clone$1(r),this._updateLayer(i)))}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be filtered.\")))},r.prototype.getFilter=function(e){return t.clone$1(this.getLayer(e).filter)},r.prototype.setLayoutProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getLayoutProperty(r),n)||(a.setLayoutProperty(r,n,i),this._updateLayer(a)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getLayoutProperty=function(e,r){var n=this.getLayer(e);if(n)return n.getLayoutProperty(r);this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style.\")))},r.prototype.setPaintProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getPaintProperty(r),n)||(a.setPaintProperty(r,n,i)&&this._updateLayer(a),this._changed=!0,this._updatedPaintProps[e]=!0):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getPaintProperty=function(t,e){return this.getLayer(t).getPaintProperty(e)},r.prototype.setFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=e.sourceLayer,a=this.sourceCaches[n];if(void 0!==a){var o=a.getSource().type;\"geojson\"===o&&i?this.fire(new t.ErrorEvent(new Error(\"GeoJSON sources cannot have a sourceLayer parameter.\"))):\"vector\"!==o||i?(void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),a.setFeatureState(i,e.id,r)):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.removeFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=this.sourceCaches[n];if(void 0!==i){var a=i.getSource().type,o=\"vector\"===a?e.sourceLayer:void 0;\"vector\"!==a||o?r&&\"string\"!=typeof e.id&&\"number\"!=typeof e.id?this.fire(new t.ErrorEvent(new Error(\"A feature id is requred to remove its specific state property.\"))):i.removeFeatureState(o,e.id,r):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.getFeatureState=function(e){this._checkLoaded();var r=e.source,n=e.sourceLayer,i=this.sourceCaches[r];if(void 0!==i){if(\"vector\"!==i.getSource().type||n)return void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),i.getFeatureState(n,e.id);this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+r+\"' does not exist in the map's style.\")))},r.prototype.getTransition=function(){return t.extend({duration:300,delay:0},this.stylesheet&&this.stylesheet.transition)},r.prototype.serialize=function(){return t.filterObject({version:this.stylesheet.version,name:this.stylesheet.name,metadata:this.stylesheet.metadata,light:this.stylesheet.light,center:this.stylesheet.center,zoom:this.stylesheet.zoom,bearing:this.stylesheet.bearing,pitch:this.stylesheet.pitch,sprite:this.stylesheet.sprite,glyphs:this.stylesheet.glyphs,transition:this.stylesheet.transition,sources:t.mapObject(this.sourceCaches,(function(t){return t.serialize()})),layers:this._serializeLayers(this._order)},(function(t){return void 0!==t}))},r.prototype._updateLayer=function(t){this._updatedLayers[t.id]=!0,t.source&&!this._updatedSources[t.source]&&\"raster\"!==this.sourceCaches[t.source].getSource().type&&(this._updatedSources[t.source]=\"reload\",this.sourceCaches[t.source].pause()),this._changed=!0},r.prototype._flattenAndSortRenderedFeatures=function(t){for(var e=this,r=function(t){return\"fill-extrusion\"===e._layers[t].type},n={},i=[],a=this._order.length-1;a>=0;a--){var o=this._order[a];if(r(o)){n[o]=a;for(var s=0,l=t;s<l.length;s+=1){var u=l[s][o];if(u)for(var c=0,f=u;c<f.length;c+=1){var h=f[c];i.push(h)}}}}i.sort((function(t,e){return e.intersectionZ-t.intersectionZ}));for(var p=[],d=this._order.length-1;d>=0;d--){var v=this._order[d];if(r(v))for(var g=i.length-1;g>=0;g--){var y=i[g].feature;if(n[y.layer.id]<d)break;p.push(y),i.pop()}else for(var m=0,x=t;m<x.length;m+=1){var b=x[m][v];if(b)for(var _=0,w=b;_<w.length;_+=1){var T=w[_];p.push(T.feature)}}}return p},r.prototype.queryRenderedFeatures=function(e,r,n){r&&r.filter&&this._validate(t.validateStyle.filter,\"queryRenderedFeatures.filter\",r.filter,null,r);var i={};if(r&&r.layers){if(!Array.isArray(r.layers))return this.fire(new t.ErrorEvent(new Error(\"parameters.layers must be an Array.\"))),[];for(var a=0,o=r.layers;a<o.length;a+=1){var s=o[a],l=this._layers[s];if(!l)return this.fire(new t.ErrorEvent(new Error(\"The layer '\"+s+\"' does not exist in the map's style and cannot be queried for features.\"))),[];i[l.source]=!0}}var u=[];for(var c in r.availableImages=this._availableImages,this.sourceCaches)r.layers&&!i[c]||u.push(B(this.sourceCaches[c],this._layers,this._serializedLayers,e,r,n));return this.placement&&u.push(function(t,e,r,n,i,a,o){for(var s={},l=a.queryRenderedSymbols(n),u=[],c=0,f=Object.keys(l).map(Number);c<f.length;c+=1){var h=f[c];u.push(o[h])}u.sort(N);for(var p=function(){var r=v[d],n=r.featureIndex.lookupSymbolFeatures(l[r.bucketInstanceId],e,r.bucketIndex,r.sourceLayerIndex,i.filter,i.layers,i.availableImages,t);for(var a in n){var o=s[a]=s[a]||[],u=n[a];u.sort((function(t,e){var n=r.featureSortOrder;if(n){var i=n.indexOf(t.featureIndex);return n.indexOf(e.featureIndex)-i}return e.featureIndex-t.featureIndex}));for(var c=0,f=u;c<f.length;c+=1){var h=f[c];o.push(h)}}},d=0,v=u;d<v.length;d+=1)p();var g=function(e){s[e].forEach((function(n){var i=n.feature,a=t[e],o=r[a.source].getFeatureState(i.layer[\"source-layer\"],i.id);i.source=i.layer.source,i.layer[\"source-layer\"]&&(i.sourceLayer=i.layer[\"source-layer\"]),i.state=o}))};for(var y in s)g(y);return s}(this._layers,this._serializedLayers,this.sourceCaches,e,r,this.placement.collisionIndex,this.placement.retainedQueryData)),this._flattenAndSortRenderedFeatures(u)},r.prototype.querySourceFeatures=function(e,r){r&&r.filter&&this._validate(t.validateStyle.filter,\"querySourceFeatures.filter\",r.filter,null,r);var n=this.sourceCaches[e];return n?function(t,e){for(var r=t.getRenderableIds().map((function(e){return t.getTileByID(e)})),n=[],i={},a=0;a<r.length;a++){var o=r[a],s=o.tileID.canonical.key;i[s]||(i[s]=!0,o.querySourceFeatures(n,e))}return n}(n,r):[]},r.prototype.addSourceType=function(t,e,n){return r.getSourceType(t)?n(new Error('A source type called \"'+t+'\" already exists.')):(r.setSourceType(t,e),e.workerSourceURL?void this.dispatcher.broadcast(\"loadWorkerSource\",{name:t,url:e.workerSourceURL},n):n(null,null))},r.prototype.getLight=function(){return this.light.getLight()},r.prototype.setLight=function(e,r){void 0===r&&(r={}),this._checkLoaded();var n=this.light.getLight(),i=!1;for(var a in e)if(!t.deepEqual(e[a],n[a])){i=!0;break}if(i){var o={now:t.browser.now(),transition:t.extend({duration:300,delay:0},this.stylesheet.transition)};this.light.setLight(e,r),this.light.updateTransitions(o)}},r.prototype._validate=function(e,r,n,i,a){return void 0===a&&(a={}),(!a||!1!==a.validate)&&He(this,e.call(t.validateStyle,t.extend({key:r,style:this.serialize(),value:n,styleSpec:t.styleSpec},i)))},r.prototype._remove=function(){for(var e in this._request&&(this._request.cancel(),this._request=null),this._spriteRequest&&(this._spriteRequest.cancel(),this._spriteRequest=null),t.evented.off(\"pluginStateChange\",this._rtlTextPluginCallback),this._layers)this._layers[e].setEventedParent(null);for(var r in this.sourceCaches)this.sourceCaches[r].clearTiles(),this.sourceCaches[r].setEventedParent(null);this.imageManager.setEventedParent(null),this.setEventedParent(null),this.dispatcher.remove()},r.prototype._clearSource=function(t){this.sourceCaches[t].clearTiles()},r.prototype._reloadSource=function(t){this.sourceCaches[t].resume(),this.sourceCaches[t].reload()},r.prototype._updateSources=function(t){for(var e in this.sourceCaches)this.sourceCaches[e].update(t)},r.prototype._generateCollisionBoxes=function(){for(var t in this.sourceCaches)this._reloadSource(t)},r.prototype._updatePlacement=function(e,r,n,i,a){void 0===a&&(a=!1);for(var o=!1,s=!1,l={},u=0,c=this._order;u<c.length;u+=1){var f=c[u],h=this._layers[f];if(\"symbol\"===h.type){if(!l[h.source]){var p=this.sourceCaches[h.source];l[h.source]=p.getRenderableIds(!0).map((function(t){return p.getTileByID(t)})).sort((function(t,e){return e.tileID.overscaledZ-t.tileID.overscaledZ||(t.tileID.isLessThan(e.tileID)?-1:1)}))}var d=this.crossTileSymbolIndex.addLayer(h,l[h.source],e.center.lng);o=o||d}}if(this.crossTileSymbolIndex.pruneUnusedLayers(this._order),((a=a||this._layerOrderChanged||0===n)||!this.pauseablePlacement||this.pauseablePlacement.isDone()&&!this.placement.stillRecent(t.browser.now(),e.zoom))&&(this.pauseablePlacement=new Fe(e,this._order,a,r,n,i,this.placement),this._layerOrderChanged=!1),this.pauseablePlacement.isDone()?this.placement.setStale():(this.pauseablePlacement.continuePlacement(this._order,this._layers,l),this.pauseablePlacement.isDone()&&(this.placement=this.pauseablePlacement.commit(t.browser.now()),s=!0),o&&this.pauseablePlacement.placement.setStale()),s||o)for(var v=0,g=this._order;v<g.length;v+=1){var y=g[v],m=this._layers[y];\"symbol\"===m.type&&this.placement.updateLayerOpacities(m,l[m.source])}return!this.pauseablePlacement.isDone()||this.placement.hasTransitions(t.browser.now())},r.prototype._releaseSymbolFadeTiles=function(){for(var t in this.sourceCaches)this.sourceCaches[t].releaseSymbolFadeTiles()},r.prototype.getImages=function(t,e,r){this.imageManager.getImages(e.icons,r),this._updateTilesForChangedImages();var n=this.sourceCaches[e.source];n&&n.setDependencies(e.tileID.key,e.type,e.icons)},r.prototype.getGlyphs=function(t,e,r){this.glyphManager.getGlyphs(e.stacks,r)},r.prototype.getResource=function(e,r,n){return t.makeRequest(r,n)},r}(t.Evented);Ye.getSourceType=function(t){return R[t]},Ye.setSourceType=function(t,e){R[t]=e},Ye.registerForPluginStateChange=t.registerForPluginStateChange;var We=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2}]),Xe=_r(\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\",\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\\nvec2 unpack_float(const float packedValue) {int packedIntValue=int(packedValue);int v0=packedIntValue/256;return vec2(v0,packedIntValue-v0*256);}vec2 unpack_opacity(const float packedOpacity) {int intOpacity=int(packedOpacity)/2;return vec2(float(intOpacity)/127.0,mod(packedOpacity,2.0));}vec4 decode_color(const vec2 encodedColor) {return vec4(unpack_float(encodedColor[0])/255.0,unpack_float(encodedColor[1])/255.0\\n);}float unpack_mix_vec2(const vec2 packedValue,const float t) {return mix(packedValue[0],packedValue[1],t);}vec4 unpack_mix_color(const vec4 packedColors,const float t) {vec4 minColor=decode_color(vec2(packedColors[0],packedColors[1]));vec4 maxColor=decode_color(vec2(packedColors[2],packedColors[3]));return mix(minColor,maxColor,t);}vec2 get_pattern_pos(const vec2 pixel_coord_upper,const vec2 pixel_coord_lower,const vec2 pattern_size,const float tile_units_to_pixels,const vec2 pos) {vec2 offset=mod(mod(mod(pixel_coord_upper,pattern_size)*256.0,pattern_size)*256.0+pixel_coord_lower,pattern_size);return (tile_units_to_pixels*pos+offset)/pattern_size;}\"),Je=_r(\"uniform vec4 u_color;uniform float u_opacity;void main() {gl_FragColor=u_color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),Ke=_r(\"uniform vec2 u_pattern_tl_a;uniform vec2 u_pattern_br_a;uniform vec2 u_pattern_tl_b;uniform vec2 u_pattern_br_b;uniform vec2 u_texsize;uniform float u_mix;uniform float u_opacity;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(u_pattern_tl_a/u_texsize,u_pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(u_pattern_tl_b/u_texsize,u_pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_mix)*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pattern_size_a;uniform vec2 u_pattern_size_b;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_scale_a;uniform float u_scale_b;uniform float u_tile_units_to_pixels;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_a*u_pattern_size_a,u_tile_units_to_pixels,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_b*u_pattern_size_b,u_tile_units_to_pixels,a_pos);}\"),$e=_r(\"varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=v_data.xy;float extrude_length=length(extrude);lowp float antialiasblur=v_data.z;float antialiased_blur=-max(blur,antialiasblur);float opacity_t=smoothstep(0.0,antialiased_blur,extrude_length-1.0);float color_t=stroke_width < 0.01 ? 0.0 : smoothstep(antialiased_blur,0.0,extrude_length-radius/(radius+stroke_width));gl_FragColor=opacity_t*mix(color*opacity,stroke_color*stroke_opacity,color_t);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform bool u_scale_with_map;uniform bool u_pitch_with_map;uniform vec2 u_extrude_scale;uniform lowp float u_device_pixel_ratio;uniform highp float u_camera_to_center_distance;attribute vec2 a_pos;varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main(void) {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=vec2(mod(a_pos,2.0)*2.0-1.0);vec2 circle_center=floor(a_pos*0.5);if (u_pitch_with_map) {vec2 corner_position=circle_center;if (u_scale_with_map) {corner_position+=extrude*(radius+stroke_width)*u_extrude_scale;} else {vec4 projected_center=u_matrix*vec4(circle_center,0,1);corner_position+=extrude*(radius+stroke_width)*u_extrude_scale*(projected_center.w/u_camera_to_center_distance);}gl_Position=u_matrix*vec4(corner_position,0,1);} else {gl_Position=u_matrix*vec4(circle_center,0,1);if (u_scale_with_map) {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*u_camera_to_center_distance;} else {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*gl_Position.w;}}lowp float antialiasblur=1.0/u_device_pixel_ratio/(radius+stroke_width);v_data=vec3(extrude.x,extrude.y,antialiasblur);}\"),Qe=_r(\"void main() {gl_FragColor=vec4(1.0);}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),tr=_r(\"uniform highp float u_intensity;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main() {\\n#pragma mapbox: initialize highp float weight\\nfloat d=-0.5*3.0*3.0*dot(v_extrude,v_extrude);float val=weight*u_intensity*GAUSS_COEF*exp(d);gl_FragColor=vec4(val,1.0,1.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform float u_extrude_scale;uniform float u_opacity;uniform float u_intensity;attribute vec2 a_pos;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#pragma mapbox: define mediump float radius\\nconst highp float ZERO=1.0/255.0/16.0;\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main(void) {\\n#pragma mapbox: initialize highp float weight\\n#pragma mapbox: initialize mediump float radius\\nvec2 unscaled_extrude=vec2(mod(a_pos,2.0)*2.0-1.0);float S=sqrt(-2.0*log(ZERO/weight/u_intensity/GAUSS_COEF))/3.0;v_extrude=S*unscaled_extrude;vec2 extrude=v_extrude*radius*u_extrude_scale;vec4 pos=vec4(floor(a_pos*0.5)+extrude,0,1);gl_Position=u_matrix*pos;}\"),er=_r(\"uniform sampler2D u_image;uniform sampler2D u_color_ramp;uniform float u_opacity;varying vec2 v_pos;void main() {float t=texture2D(u_image,v_pos).r;vec4 color=texture2D(u_color_ramp,vec2(t,0.5));gl_FragColor=color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(0.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;attribute vec2 a_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos*u_world,0,1);v_pos.x=a_pos.x;v_pos.y=1.0-a_pos.y;}\"),rr=_r(\"varying float v_placed;varying float v_notUsed;void main() {float alpha=0.5;gl_FragColor=vec4(1.0,0.0,0.0,1.0)*alpha;if (v_placed > 0.5) {gl_FragColor=vec4(0.0,0.0,1.0,0.5)*alpha;}if (v_notUsed > 0.5) {gl_FragColor*=.1;}}\",\"attribute vec2 a_pos;attribute vec2 a_anchor_pos;attribute vec2 a_extrude;attribute vec2 a_placed;attribute vec2 a_shift;uniform mat4 u_matrix;uniform vec2 u_extrude_scale;uniform float u_camera_to_center_distance;varying float v_placed;varying float v_notUsed;void main() {vec4 projectedPoint=u_matrix*vec4(a_anchor_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);gl_Position=u_matrix*vec4(a_pos,0.0,1.0);gl_Position.xy+=(a_extrude+a_shift)*u_extrude_scale*gl_Position.w*collision_perspective_ratio;v_placed=a_placed.x;v_notUsed=a_placed.y;}\"),nr=_r(\"varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;void main() {float alpha=0.5*min(v_perspective_ratio,1.0);float stroke_radius=0.9*max(v_perspective_ratio,1.0);float distance_to_center=length(v_extrude);float distance_to_edge=abs(distance_to_center-v_radius);float opacity_t=smoothstep(-stroke_radius,0.0,-distance_to_edge);vec4 color=mix(vec4(0.0,0.0,1.0,0.5),vec4(1.0,0.0,0.0,1.0),v_collision);gl_FragColor=color*alpha*opacity_t;}\",\"attribute vec2 a_pos;attribute float a_radius;attribute vec2 a_flags;uniform mat4 u_matrix;uniform mat4 u_inv_matrix;uniform vec2 u_viewport_size;uniform float u_camera_to_center_distance;varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;vec3 toTilePosition(vec2 screenPos) {vec4 rayStart=u_inv_matrix*vec4(screenPos,-1.0,1.0);vec4 rayEnd  =u_inv_matrix*vec4(screenPos, 1.0,1.0);rayStart.xyz/=rayStart.w;rayEnd.xyz  /=rayEnd.w;highp float t=(0.0-rayStart.z)/(rayEnd.z-rayStart.z);return mix(rayStart.xyz,rayEnd.xyz,t);}void main() {vec2 quadCenterPos=a_pos;float radius=a_radius;float collision=a_flags.x;float vertexIdx=a_flags.y;vec2 quadVertexOffset=vec2(mix(-1.0,1.0,float(vertexIdx >=2.0)),mix(-1.0,1.0,float(vertexIdx >=1.0 && vertexIdx <=2.0)));vec2 quadVertexExtent=quadVertexOffset*radius;vec3 tilePos=toTilePosition(quadCenterPos);vec4 clipPos=u_matrix*vec4(tilePos,1.0);highp float camera_to_anchor_distance=clipPos.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);float padding_factor=1.2;v_radius=radius;v_extrude=quadVertexExtent*padding_factor;v_perspective_ratio=collision_perspective_ratio;v_collision=collision;gl_Position=vec4(clipPos.xyz/clipPos.w,1.0)+vec4(quadVertexExtent*padding_factor/u_viewport_size*2.0,0.0,0.0);}\"),ir=_r(\"uniform highp vec4 u_color;uniform sampler2D u_overlay;varying vec2 v_uv;void main() {vec4 overlay_color=texture2D(u_overlay,v_uv);gl_FragColor=mix(u_color,overlay_color,overlay_color.a);}\",\"attribute vec2 a_pos;varying vec2 v_uv;uniform mat4 u_matrix;uniform float u_overlay_scale;void main() {v_uv=a_pos/8192.0;gl_Position=u_matrix*vec4(a_pos*u_overlay_scale,0,1);}\"),ar=_r(\"#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_FragColor=color*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);}\"),or=_r(\"varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=outline_color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;uniform vec2 u_world;varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),sr=_r(\"uniform vec2 u_texsize;uniform sampler2D u_image;uniform float u_fade;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);float dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=mix(color1,color2,u_fade)*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;gl_Position=u_matrix*vec4(a_pos,0,1);vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,a_pos);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),lr=_r(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_fade)*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileZoomRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileZoomRatio,a_pos);}\"),ur=_r(\"varying vec4 v_color;void main() {gl_FragColor=v_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;uniform float u_vertical_gradient;uniform lowp float u_opacity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec4 v_color;\\n#pragma mapbox: define highp float base\\n#pragma mapbox: define highp float height\\n#pragma mapbox: define highp vec4 color\\nvoid main() {\\n#pragma mapbox: initialize highp float base\\n#pragma mapbox: initialize highp float height\\n#pragma mapbox: initialize highp vec4 color\\nvec3 normal=a_normal_ed.xyz;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);gl_Position=u_matrix*vec4(a_pos,t > 0.0 ? height : base,1);float colorvalue=color.r*0.2126+color.g*0.7152+color.b*0.0722;v_color=vec4(0.0,0.0,0.0,1.0);vec4 ambientlight=vec4(0.03,0.03,0.03,1.0);color+=ambientlight;float directional=clamp(dot(normal/16384.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((1.0-colorvalue+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_color.r+=clamp(color.r*directional*u_lightcolor.r,mix(0.0,0.3,1.0-u_lightcolor.r),1.0);v_color.g+=clamp(color.g*directional*u_lightcolor.g,mix(0.0,0.3,1.0-u_lightcolor.g),1.0);v_color.b+=clamp(color.b*directional*u_lightcolor.b,mix(0.0,0.3,1.0-u_lightcolor.b),1.0);v_color*=u_opacity;}\"),cr=_r(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);vec4 mixedColor=mix(color1,color2,u_fade);gl_FragColor=mixedColor*v_lighting;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_height_factor;uniform vec3 u_scale;uniform float u_vertical_gradient;uniform lowp float u_opacity;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec3 normal=a_normal_ed.xyz;float edgedistance=a_normal_ed.w;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);float z=t > 0.0 ? height : base;gl_Position=u_matrix*vec4(a_pos,z,1);vec2 pos=normal.x==1.0 && normal.y==0.0 && normal.z==16384.0\\n? a_pos\\n: vec2(edgedistance,z*u_height_factor);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,pos);v_lighting=vec4(0.0,0.0,0.0,1.0);float directional=clamp(dot(normal/16383.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((0.5+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_lighting.rgb+=clamp(directional*u_lightcolor,mix(vec3(0.0),vec3(0.3),1.0-u_lightcolor),vec3(1.0));v_lighting*=u_opacity;}\"),fr=_r(\"#ifdef GL_ES\\nprecision highp float;\\n#endif\\nuniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_dimension;uniform float u_zoom;uniform float u_maxzoom;uniform vec4 u_unpack;float getElevation(vec2 coord,float bias) {vec4 data=texture2D(u_image,coord)*255.0;data.a=-1.0;return dot(data,u_unpack)/4.0;}void main() {vec2 epsilon=1.0/u_dimension;float a=getElevation(v_pos+vec2(-epsilon.x,-epsilon.y),0.0);float b=getElevation(v_pos+vec2(0,-epsilon.y),0.0);float c=getElevation(v_pos+vec2(epsilon.x,-epsilon.y),0.0);float d=getElevation(v_pos+vec2(-epsilon.x,0),0.0);float e=getElevation(v_pos,0.0);float f=getElevation(v_pos+vec2(epsilon.x,0),0.0);float g=getElevation(v_pos+vec2(-epsilon.x,epsilon.y),0.0);float h=getElevation(v_pos+vec2(0,epsilon.y),0.0);float i=getElevation(v_pos+vec2(epsilon.x,epsilon.y),0.0);float exaggeration=u_zoom < 2.0 ? 0.4 : u_zoom < 4.5 ? 0.35 : 0.3;vec2 deriv=vec2((c+f+f+i)-(a+d+d+g),(g+h+h+i)-(a+b+b+c))/ pow(2.0,(u_zoom-u_maxzoom)*exaggeration+19.2562-u_zoom);gl_FragColor=clamp(vec4(deriv.x/2.0+0.5,deriv.y/2.0+0.5,1.0,1.0),0.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_dimension;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);highp vec2 epsilon=1.0/u_dimension;float scale=(u_dimension.x-2.0)/u_dimension.x;v_pos=(a_texture_pos/8192.0)*scale+epsilon;}\"),hr=_r(\"uniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_latrange;uniform vec2 u_light;uniform vec4 u_shadow;uniform vec4 u_highlight;uniform vec4 u_accent;\\n#define PI 3.141592653589793\\nvoid main() {vec4 pixel=texture2D(u_image,v_pos);vec2 deriv=((pixel.rg*2.0)-1.0);float scaleFactor=cos(radians((u_latrange[0]-u_latrange[1])*(1.0-v_pos.y)+u_latrange[1]));float slope=atan(1.25*length(deriv)/scaleFactor);float aspect=deriv.x !=0.0 ? atan(deriv.y,-deriv.x) : PI/2.0*(deriv.y > 0.0 ? 1.0 :-1.0);float intensity=u_light.x;float azimuth=u_light.y+PI;float base=1.875-intensity*1.75;float maxValue=0.5*PI;float scaledSlope=intensity !=0.5 ? ((pow(base,slope)-1.0)/(pow(base,maxValue)-1.0))*maxValue : slope;float accent=cos(scaledSlope);vec4 accent_color=(1.0-accent)*u_accent*clamp(intensity*2.0,0.0,1.0);float shade=abs(mod((aspect+azimuth)/PI+0.5,2.0)-1.0);vec4 shade_color=mix(u_shadow,u_highlight,shade)*sin(scaledSlope)*clamp(intensity*2.0,0.0,1.0);gl_FragColor=accent_color*(1.0-shade_color.a)+shade_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos=a_texture_pos/8192.0;}\"),pr=_r(\"uniform lowp float u_device_pixel_ratio;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform vec2 u_units_to_pixels;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_linesofar;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),dr=_r(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);vec4 color=texture2D(u_image,vec2(v_lineprogress,0.5));gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define MAX_LINE_DISTANCE 32767.0\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_lineprogress=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0/MAX_LINE_DISTANCE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),vr=_r(\"uniform lowp float u_device_pixel_ratio;uniform vec2 u_texsize;uniform float u_fade;uniform mediump vec3 u_scale;uniform sampler2D u_image;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;vec2 pattern_size_a=vec2(display_size_a.x*fromScale/tileZoomRatio,display_size_a.y);vec2 pattern_size_b=vec2(display_size_b.x*toScale/tileZoomRatio,display_size_b.y);float aspect_a=display_size_a.y/v_width;float aspect_b=display_size_b.y/v_width;float dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float x_a=mod(v_linesofar/pattern_size_a.x*aspect_a,1.0);float x_b=mod(v_linesofar/pattern_size_b.x*aspect_b,1.0);float y=0.5*v_normal.y+0.5;vec2 texel_size=1.0/u_texsize;vec2 pos_a=mix(pattern_tl_a*texel_size-texel_size,pattern_br_a*texel_size+texel_size,vec2(x_a,y));vec2 pos_b=mix(pattern_tl_b*texel_size-texel_size,pattern_br_b*texel_size+texel_size,vec2(x_b,y));vec4 color=mix(texture2D(u_image,pos_a),texture2D(u_image,pos_b),u_fade);gl_FragColor=color*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform vec2 u_units_to_pixels;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_linesofar=a_linesofar;v_width2=vec2(outset,inset);v_width=floorwidth;}\"),gr=_r(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;uniform float u_sdfgamma;uniform float u_mix;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float sdfdist_a=texture2D(u_image,v_tex_a).a;float sdfdist_b=texture2D(u_image,v_tex_b).a;float sdfdist=mix(sdfdist_a,sdfdist_b,u_mix);alpha*=smoothstep(0.5-u_sdfgamma/floorwidth,0.5+u_sdfgamma/floorwidth,sdfdist);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_patternscale_a;uniform float u_tex_y_a;uniform vec2 u_patternscale_b;uniform float u_tex_y_b;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_tex_a=vec2(a_linesofar*u_patternscale_a.x/floorwidth,normal.y*u_patternscale_a.y+u_tex_y_a);v_tex_b=vec2(a_linesofar*u_patternscale_b.x/floorwidth,normal.y*u_patternscale_b.y+u_tex_y_b);v_width2=vec2(outset,inset);}\"),yr=_r(\"uniform float u_fade_t;uniform float u_opacity;uniform sampler2D u_image0;uniform sampler2D u_image1;varying vec2 v_pos0;varying vec2 v_pos1;uniform float u_brightness_low;uniform float u_brightness_high;uniform float u_saturation_factor;uniform float u_contrast_factor;uniform vec3 u_spin_weights;void main() {vec4 color0=texture2D(u_image0,v_pos0);vec4 color1=texture2D(u_image1,v_pos1);if (color0.a > 0.0) {color0.rgb=color0.rgb/color0.a;}if (color1.a > 0.0) {color1.rgb=color1.rgb/color1.a;}vec4 color=mix(color0,color1,u_fade_t);color.a*=u_opacity;vec3 rgb=color.rgb;rgb=vec3(dot(rgb,u_spin_weights.xyz),dot(rgb,u_spin_weights.zxy),dot(rgb,u_spin_weights.yzx));float average=(color.r+color.g+color.b)/3.0;rgb+=(average-rgb)*u_saturation_factor;rgb=(rgb-0.5)*u_contrast_factor+0.5;vec3 u_high_vec=vec3(u_brightness_low,u_brightness_low,u_brightness_low);vec3 u_low_vec=vec3(u_brightness_high,u_brightness_high,u_brightness_high);gl_FragColor=vec4(mix(u_high_vec,u_low_vec,rgb)*color.a,color.a);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_tl_parent;uniform float u_scale_parent;uniform float u_buffer_scale;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos0;varying vec2 v_pos1;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos0=(((a_texture_pos/8192.0)-0.5)/u_buffer_scale )+0.5;v_pos1=(v_pos0*u_scale_parent)+u_tl_parent;}\"),mr=_r(\"uniform sampler2D u_texture;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nlowp float alpha=opacity*v_fade_opacity;gl_FragColor=texture2D(u_texture,v_tex)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform highp float u_camera_to_center_distance;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform float u_fade_change;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform vec2 u_texsize;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;vec2 a_minFontScale=a_pixeloffset.zw/256.0;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*max(a_minFontScale,fontScale)+a_pxoffset/16.0),0.0,1.0);v_tex=a_tex/u_texsize;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;v_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));}\"),xr=_r(\"#define SDF_PX 8.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;uniform bool u_is_text;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat EDGE_GAMMA=0.105/u_device_pixel_ratio;vec2 tex=v_data0.xy;float gamma_scale=v_data1.x;float size=v_data1.y;float fade_opacity=v_data1[2];float fontScale=u_is_text ? size/24.0 : size;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale+a_pxoffset),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0=a_tex/u_texsize;v_data1=vec3(gamma_scale,size,interpolated_fade_opacity);}\"),br=_r(\"#define SDF_PX 8.0\\n#define SDF 1.0\\n#define ICON 0.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform sampler2D u_texture_icon;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat fade_opacity=v_data1[2];if (v_data1.w==ICON) {vec2 tex_icon=v_data0.zw;lowp float alpha=opacity*fade_opacity;gl_FragColor=texture2D(u_texture_icon,tex_icon)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\nreturn;}vec2 tex=v_data0.xy;float EDGE_GAMMA=0.105/u_device_pixel_ratio;float gamma_scale=v_data1.x;float size=v_data1.y;float fontScale=size/24.0;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;uniform vec2 u_texsize_icon;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);float is_sdf=a_size[0]-2.0*a_size_min;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=size/24.0;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0.xy=a_tex/u_texsize;v_data0.zw=a_tex/u_texsize_icon;v_data1=vec4(gamma_scale,size,interpolated_fade_opacity,is_sdf);}\");function _r(t,e){var r=/#pragma mapbox: ([\\w]+) ([\\w]+) ([\\w]+) ([\\w]+)/g,n={};return{fragmentSource:t=t.replace(r,(function(t,e,r,i,a){return n[a]=!0,\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nvarying \"+r+\" \"+i+\" \"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"\\n#ifdef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\"})),vertexSource:e=e.replace(r,(function(t,e,r,i,a){var o=\"float\"===i?\"vec2\":\"vec4\",s=a.match(/color/)?\"color\":o;return n[a]?\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nuniform lowp float u_\"+a+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+a+\";\\nvarying \"+r+\" \"+i+\" \"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+a+\" = a_\"+a+\";\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+a+\" = unpack_mix_\"+s+\"(a_\"+a+\", u_\"+a+\"_t);\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nuniform lowp float u_\"+a+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = a_\"+a+\";\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = unpack_mix_\"+s+\"(a_\"+a+\", u_\"+a+\"_t);\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\"}))}}var wr=Object.freeze({__proto__:null,prelude:Xe,background:Je,backgroundPattern:Ke,circle:$e,clippingMask:Qe,heatmap:tr,heatmapTexture:er,collisionBox:rr,collisionCircle:nr,debug:ir,fill:ar,fillOutline:or,fillOutlinePattern:sr,fillPattern:lr,fillExtrusion:ur,fillExtrusionPattern:cr,hillshadePrepare:fr,hillshade:hr,line:pr,lineGradient:dr,linePattern:vr,lineSDF:gr,raster:yr,symbolIcon:mr,symbolSDF:xr,symbolTextAndIcon:br}),Tr=function(){this.boundProgram=null,this.boundLayoutVertexBuffer=null,this.boundPaintVertexBuffers=[],this.boundIndexBuffer=null,this.boundVertexOffset=null,this.boundDynamicVertexBuffer=null,this.vao=null};Tr.prototype.bind=function(t,e,r,n,i,a,o,s){this.context=t;for(var l=this.boundPaintVertexBuffers.length!==n.length,u=0;!l&&u<n.length;u++)this.boundPaintVertexBuffers[u]!==n[u]&&(l=!0);var c=!this.vao||this.boundProgram!==e||this.boundLayoutVertexBuffer!==r||l||this.boundIndexBuffer!==i||this.boundVertexOffset!==a||this.boundDynamicVertexBuffer!==o||this.boundDynamicVertexBuffer2!==s;!t.extVertexArrayObject||c?this.freshBind(e,r,n,i,a,o,s):(t.bindVertexArrayOES.set(this.vao),o&&o.bind(),i&&i.dynamicDraw&&i.bind(),s&&s.bind())},Tr.prototype.freshBind=function(t,e,r,n,i,a,o){var s,l=t.numAttributes,u=this.context,c=u.gl;if(u.extVertexArrayObject)this.vao&&this.destroy(),this.vao=u.extVertexArrayObject.createVertexArrayOES(),u.bindVertexArrayOES.set(this.vao),s=0,this.boundProgram=t,this.boundLayoutVertexBuffer=e,this.boundPaintVertexBuffers=r,this.boundIndexBuffer=n,this.boundVertexOffset=i,this.boundDynamicVertexBuffer=a,this.boundDynamicVertexBuffer2=o;else{s=u.currentNumAttributes||0;for(var f=l;f<s;f++)c.disableVertexAttribArray(f)}e.enableAttributes(c,t);for(var h=0,p=r;h<p.length;h+=1)p[h].enableAttributes(c,t);a&&a.enableAttributes(c,t),o&&o.enableAttributes(c,t),e.bind(),e.setVertexAttribPointers(c,t,i);for(var d=0,v=r;d<v.length;d+=1){var g=v[d];g.bind(),g.setVertexAttribPointers(c,t,i)}a&&(a.bind(),a.setVertexAttribPointers(c,t,i)),n&&n.bind(),o&&(o.bind(),o.setVertexAttribPointers(c,t,i)),u.currentNumAttributes=l},Tr.prototype.destroy=function(){this.vao&&(this.context.extVertexArrayObject.deleteVertexArrayOES(this.vao),this.vao=null)};var kr=function(t,e,r,n,i){var a=t.gl;this.program=a.createProgram();var o=r?r.defines():[];i&&o.push(\"#define OVERDRAW_INSPECTOR;\");var s=o.concat(Xe.fragmentSource,e.fragmentSource).join(\"\\n\"),l=o.concat(Xe.vertexSource,e.vertexSource).join(\"\\n\"),u=a.createShader(a.FRAGMENT_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(u,s),a.compileShader(u),a.attachShader(this.program,u);var c=a.createShader(a.VERTEX_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(c,l),a.compileShader(c),a.attachShader(this.program,c);for(var f=r?r.layoutAttributes:[],h=0;h<f.length;h++)a.bindAttribLocation(this.program,h,f[h].name);a.linkProgram(this.program),a.deleteShader(c),a.deleteShader(u),this.numAttributes=a.getProgramParameter(this.program,a.ACTIVE_ATTRIBUTES),this.attributes={};for(var p={},d=0;d<this.numAttributes;d++){var v=a.getActiveAttrib(this.program,d);v&&(this.attributes[v.name]=a.getAttribLocation(this.program,v.name))}for(var g=a.getProgramParameter(this.program,a.ACTIVE_UNIFORMS),y=0;y<g;y++){var m=a.getActiveUniform(this.program,y);m&&(p[m.name]=a.getUniformLocation(this.program,m.name))}this.fixedUniforms=n(t,p),this.binderUniforms=r?r.getUniforms(t,p):[]}}};function Ar(t,e,r){var n=1/ge(r,1,e.transform.tileZoom),i=Math.pow(2,r.tileID.overscaledZ),a=r.tileSize*Math.pow(2,e.transform.tileZoom)/i,o=a*(r.tileID.canonical.x+r.tileID.wrap*i),s=a*r.tileID.canonical.y;return{u_image:0,u_texsize:r.imageAtlasTexture.size,u_scale:[n,t.fromScale,t.toScale],u_fade:t.t,u_pixel_coord_upper:[o>>16,s>>16],u_pixel_coord_lower:[65535&o,65535&s]}}kr.prototype.draw=function(t,e,r,n,i,a,o,s,l,u,c,f,h,p,d,v){var g,y=t.gl;if(!this.failedToCreate){for(var m in t.program.set(this.program),t.setDepthMode(r),t.setStencilMode(n),t.setColorMode(i),t.setCullFace(a),this.fixedUniforms)this.fixedUniforms[m].set(o[m]);p&&p.setUniforms(t,this.binderUniforms,f,{zoom:h});for(var x=(g={},g[y.LINES]=2,g[y.TRIANGLES]=3,g[y.LINE_STRIP]=1,g)[e],b=0,_=c.get();b<_.length;b+=1){var w=_[b],T=w.vaos||(w.vaos={});(T[s]||(T[s]=new Tr)).bind(t,this,l,p?p.getPaintVertexBuffers():[],u,w.vertexOffset,d,v),y.drawElements(e,w.primitiveLength*x,y.UNSIGNED_SHORT,w.primitiveOffset*x*2)}}};var Mr=function(e,r,n,i){var a=r.style.light,o=a.properties.get(\"position\"),s=[o.x,o.y,o.z],l=t.create$1();\"viewport\"===a.properties.get(\"anchor\")&&t.fromRotation(l,-r.transform.angle),t.transformMat3(s,s,l);var u=a.properties.get(\"color\");return{u_matrix:e,u_lightpos:s,u_lightintensity:a.properties.get(\"intensity\"),u_lightcolor:[u.r,u.g,u.b],u_vertical_gradient:+n,u_opacity:i}},Sr=function(e,r,n,i,a,o,s){return t.extend(Mr(e,r,n,i),Ar(o,r,s),{u_height_factor:-Math.pow(2,a.overscaledZ)/s.tileSize/8})},Er=function(t){return{u_matrix:t}},Lr=function(e,r,n,i){return t.extend(Er(e),Ar(n,r,i))},Cr=function(t,e){return{u_matrix:t,u_world:e}},Pr=function(e,r,n,i,a){return t.extend(Lr(e,r,n,i),{u_world:a})},Or=function(e,r,n,i){var a,o,s=e.transform;if(\"map\"===i.paint.get(\"circle-pitch-alignment\")){var l=ge(n,1,s.zoom);a=!0,o=[l,l]}else a=!1,o=s.pixelsToGLUnits;return{u_camera_to_center_distance:s.cameraToCenterDistance,u_scale_with_map:+(\"map\"===i.paint.get(\"circle-pitch-scale\")),u_matrix:e.translatePosMatrix(r.posMatrix,n,i.paint.get(\"circle-translate\"),i.paint.get(\"circle-translate-anchor\")),u_pitch_with_map:+a,u_device_pixel_ratio:t.browser.devicePixelRatio,u_extrude_scale:o}},Ir=function(t,e,r){var n=ge(r,1,e.zoom),i=Math.pow(2,e.zoom-r.tileID.overscaledZ),a=r.tileID.overscaleFactor();return{u_matrix:t,u_camera_to_center_distance:e.cameraToCenterDistance,u_pixels_to_tile_units:n,u_extrude_scale:[e.pixelsToGLUnits[0]/(n*i),e.pixelsToGLUnits[1]/(n*i)],u_overscale_factor:a}},Dr=function(t,e,r){return{u_matrix:t,u_inv_matrix:e,u_camera_to_center_distance:r.cameraToCenterDistance,u_viewport_size:[r.width,r.height]}},zr=function(t,e,r){return void 0===r&&(r=1),{u_matrix:t,u_color:e,u_overlay:0,u_overlay_scale:r}},Rr=function(t){return{u_matrix:t}},Fr=function(t,e,r,n){return{u_matrix:t,u_extrude_scale:ge(e,1,r),u_intensity:n}},Br=function(e,r,n,i){var a=t.create();t.ortho(a,0,e.width,e.height,0,0,1);var o=e.context.gl;return{u_matrix:a,u_world:[o.drawingBufferWidth,o.drawingBufferHeight],u_image:n,u_color_ramp:i,u_opacity:r.paint.get(\"heatmap-opacity\")}},Nr=function(e,r,n){var i=n.paint.get(\"hillshade-shadow-color\"),a=n.paint.get(\"hillshade-highlight-color\"),o=n.paint.get(\"hillshade-accent-color\"),s=n.paint.get(\"hillshade-illumination-direction\")*(Math.PI/180);\"viewport\"===n.paint.get(\"hillshade-illumination-anchor\")&&(s-=e.transform.angle);var l,u,c,f=!e.options.moving;return{u_matrix:e.transform.calculatePosMatrix(r.tileID.toUnwrapped(),f),u_image:0,u_latrange:(l=r.tileID,u=Math.pow(2,l.canonical.z),c=l.canonical.y,[new t.MercatorCoordinate(0,c/u).toLngLat().lat,new t.MercatorCoordinate(0,(c+1)/u).toLngLat().lat]),u_light:[n.paint.get(\"hillshade-exaggeration\"),s],u_shadow:i,u_highlight:a,u_accent:o}},jr=function(e,r,n){var i=r.stride,a=t.create();return t.ortho(a,0,t.EXTENT,-t.EXTENT,0,0,1),t.translate(a,a,[0,-t.EXTENT,0]),{u_matrix:a,u_image:1,u_dimension:[i,i],u_zoom:e.overscaledZ,u_maxzoom:n,u_unpack:r.getUnpackVector()}};var Ur=function(e,r,n){var i=e.transform;return{u_matrix:Zr(e,r,n),u_ratio:1/ge(r,1,i.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_units_to_pixels:[1/i.pixelsToGLUnits[0],1/i.pixelsToGLUnits[1]]}},Vr=function(e,r,n){return t.extend(Ur(e,r,n),{u_image:0})},Hr=function(e,r,n,i){var a=e.transform,o=Gr(r,a);return{u_matrix:Zr(e,r,n),u_texsize:r.imageAtlasTexture.size,u_ratio:1/ge(r,1,a.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_image:0,u_scale:[o,i.fromScale,i.toScale],u_fade:i.t,u_units_to_pixels:[1/a.pixelsToGLUnits[0],1/a.pixelsToGLUnits[1]]}},qr=function(e,r,n,i,a){var o=e.transform,s=e.lineAtlas,l=Gr(r,o),u=\"round\"===n.layout.get(\"line-cap\"),c=s.getDash(i.from,u),f=s.getDash(i.to,u),h=c.width*a.fromScale,p=f.width*a.toScale;return t.extend(Ur(e,r,n),{u_patternscale_a:[l/h,-c.height/2],u_patternscale_b:[l/p,-f.height/2],u_sdfgamma:s.width/(256*Math.min(h,p)*t.browser.devicePixelRatio)/2,u_image:0,u_tex_y_a:c.y,u_tex_y_b:f.y,u_mix:a.t})};function Gr(t,e){return 1/ge(t,1,e.tileZoom)}function Zr(t,e,r){return t.translatePosMatrix(e.tileID.posMatrix,e,r.paint.get(\"line-translate\"),r.paint.get(\"line-translate-anchor\"))}var Yr=function(t,e,r,n,i){return{u_matrix:t,u_tl_parent:e,u_scale_parent:r,u_buffer_scale:1,u_fade_t:n.mix,u_opacity:n.opacity*i.paint.get(\"raster-opacity\"),u_image0:0,u_image1:1,u_brightness_low:i.paint.get(\"raster-brightness-min\"),u_brightness_high:i.paint.get(\"raster-brightness-max\"),u_saturation_factor:(o=i.paint.get(\"raster-saturation\"),o>0?1-1/(1.001-o):-o),u_contrast_factor:(a=i.paint.get(\"raster-contrast\"),a>0?1/(1-a):1+a),u_spin_weights:Wr(i.paint.get(\"raster-hue-rotate\"))};var a,o};function Wr(t){t*=Math.PI/180;var e=Math.sin(t),r=Math.cos(t);return[(2*r+1)/3,(-Math.sqrt(3)*e-r+1)/3,(Math.sqrt(3)*e-r+1)/3]}var Xr,Jr=function(t,e,r,n,i,a,o,s,l,u){var c=i.transform;return{u_is_size_zoom_constant:+(\"constant\"===t||\"source\"===t),u_is_size_feature_constant:+(\"constant\"===t||\"camera\"===t),u_size_t:e?e.uSizeT:0,u_size:e?e.uSize:0,u_camera_to_center_distance:c.cameraToCenterDistance,u_pitch:c.pitch/360*2*Math.PI,u_rotate_symbol:+r,u_aspect_ratio:c.width/c.height,u_fade_change:i.options.fadeDuration?i.symbolFadeChange:1,u_matrix:a,u_label_plane_matrix:o,u_coord_matrix:s,u_is_text:+l,u_pitch_with_map:+n,u_texsize:u,u_texture:0}},Kr=function(e,r,n,i,a,o,s,l,u,c,f){var h=a.transform;return t.extend(Jr(e,r,n,i,a,o,s,l,u,c),{u_gamma_scale:i?Math.cos(h._pitch)*h.cameraToCenterDistance:1,u_device_pixel_ratio:t.browser.devicePixelRatio,u_is_halo:+f})},$r=function(e,r,n,i,a,o,s,l,u,c){return t.extend(Kr(e,r,n,i,a,o,s,l,!0,u,!0),{u_texsize_icon:c,u_texture_icon:1})},Qr=function(t,e,r){return{u_matrix:t,u_opacity:e,u_color:r}},tn=function(e,r,n,i,a,o){return t.extend(function(t,e,r,n){var i=r.imageManager.getPattern(t.from.toString()),a=r.imageManager.getPattern(t.to.toString()),o=r.imageManager.getPixelSize(),s=o.width,l=o.height,u=Math.pow(2,n.tileID.overscaledZ),c=n.tileSize*Math.pow(2,r.transform.tileZoom)/u,f=c*(n.tileID.canonical.x+n.tileID.wrap*u),h=c*n.tileID.canonical.y;return{u_image:0,u_pattern_tl_a:i.tl,u_pattern_br_a:i.br,u_pattern_tl_b:a.tl,u_pattern_br_b:a.br,u_texsize:[s,l],u_mix:e.t,u_pattern_size_a:i.displaySize,u_pattern_size_b:a.displaySize,u_scale_a:e.fromScale,u_scale_b:e.toScale,u_tile_units_to_pixels:1/ge(n,1,r.transform.tileZoom),u_pixel_coord_upper:[f>>16,h>>16],u_pixel_coord_lower:[65535&f,65535&h]}}(i,o,n,a),{u_matrix:e,u_opacity:r})},en={fillExtrusion:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fillExtrusionPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_height_factor:new t.Uniform1f(e,r.u_height_factor),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fill:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},fillPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},fillOutline:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world)}},fillOutlinePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},circle:function(e,r){return{u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_scale_with_map:new t.Uniform1i(e,r.u_scale_with_map),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},collisionBox:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pixels_to_tile_units:new t.Uniform1f(e,r.u_pixels_to_tile_units),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_overscale_factor:new t.Uniform1f(e,r.u_overscale_factor)}},collisionCircle:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_inv_matrix:new t.UniformMatrix4f(e,r.u_inv_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_viewport_size:new t.Uniform2f(e,r.u_viewport_size)}},debug:function(e,r){return{u_color:new t.UniformColor(e,r.u_color),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_overlay:new t.Uniform1i(e,r.u_overlay),u_overlay_scale:new t.Uniform1f(e,r.u_overlay_scale)}},clippingMask:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmap:function(e,r){return{u_extrude_scale:new t.Uniform1f(e,r.u_extrude_scale),u_intensity:new t.Uniform1f(e,r.u_intensity),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmapTexture:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_color_ramp:new t.Uniform1i(e,r.u_color_ramp),u_opacity:new t.Uniform1f(e,r.u_opacity)}},hillshade:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_latrange:new t.Uniform2f(e,r.u_latrange),u_light:new t.Uniform2f(e,r.u_light),u_shadow:new t.UniformColor(e,r.u_shadow),u_highlight:new t.UniformColor(e,r.u_highlight),u_accent:new t.UniformColor(e,r.u_accent)}},hillshadePrepare:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_dimension:new t.Uniform2f(e,r.u_dimension),u_zoom:new t.Uniform1f(e,r.u_zoom),u_maxzoom:new t.Uniform1f(e,r.u_maxzoom),u_unpack:new t.Uniform4f(e,r.u_unpack)}},line:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels)}},lineGradient:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_image:new t.Uniform1i(e,r.u_image)}},linePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_texsize:new t.Uniform2f(e,r.u_texsize),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_image:new t.Uniform1i(e,r.u_image),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},lineSDF:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_patternscale_a:new t.Uniform2f(e,r.u_patternscale_a),u_patternscale_b:new t.Uniform2f(e,r.u_patternscale_b),u_sdfgamma:new t.Uniform1f(e,r.u_sdfgamma),u_image:new t.Uniform1i(e,r.u_image),u_tex_y_a:new t.Uniform1f(e,r.u_tex_y_a),u_tex_y_b:new t.Uniform1f(e,r.u_tex_y_b),u_mix:new t.Uniform1f(e,r.u_mix)}},raster:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_tl_parent:new t.Uniform2f(e,r.u_tl_parent),u_scale_parent:new t.Uniform1f(e,r.u_scale_parent),u_buffer_scale:new t.Uniform1f(e,r.u_buffer_scale),u_fade_t:new t.Uniform1f(e,r.u_fade_t),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image0:new t.Uniform1i(e,r.u_image0),u_image1:new t.Uniform1i(e,r.u_image1),u_brightness_low:new t.Uniform1f(e,r.u_brightness_low),u_brightness_high:new t.Uniform1f(e,r.u_brightness_high),u_saturation_factor:new t.Uniform1f(e,r.u_saturation_factor),u_contrast_factor:new t.Uniform1f(e,r.u_contrast_factor),u_spin_weights:new t.Uniform3f(e,r.u_spin_weights)}},symbolIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture)}},symbolSDF:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},symbolTextAndIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texsize_icon:new t.Uniform2f(e,r.u_texsize_icon),u_texture:new t.Uniform1i(e,r.u_texture),u_texture_icon:new t.Uniform1i(e,r.u_texture_icon),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},background:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_color:new t.UniformColor(e,r.u_color)}},backgroundPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image:new t.Uniform1i(e,r.u_image),u_pattern_tl_a:new t.Uniform2f(e,r.u_pattern_tl_a),u_pattern_br_a:new t.Uniform2f(e,r.u_pattern_br_a),u_pattern_tl_b:new t.Uniform2f(e,r.u_pattern_tl_b),u_pattern_br_b:new t.Uniform2f(e,r.u_pattern_br_b),u_texsize:new t.Uniform2f(e,r.u_texsize),u_mix:new t.Uniform1f(e,r.u_mix),u_pattern_size_a:new t.Uniform2f(e,r.u_pattern_size_a),u_pattern_size_b:new t.Uniform2f(e,r.u_pattern_size_b),u_scale_a:new t.Uniform1f(e,r.u_scale_a),u_scale_b:new t.Uniform1f(e,r.u_scale_b),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_tile_units_to_pixels:new t.Uniform1f(e,r.u_tile_units_to_pixels)}}};function rn(e,r,n,i,a,o,s){for(var l=e.context,u=l.gl,c=e.useProgram(\"collisionBox\"),f=[],h=0,p=0,d=0;d<i.length;d++){var v=i[d],g=r.getTile(v),y=g.getBucket(n);if(y){var m=v.posMatrix;0===a[0]&&0===a[1]||(m=e.translatePosMatrix(v.posMatrix,g,a,o));var x=s?y.textCollisionBox:y.iconCollisionBox,b=y.collisionCircleArray;if(b.length>0){var _=t.create(),w=m;t.mul(_,y.placementInvProjMatrix,e.transform.glCoordMatrix),t.mul(_,_,y.placementViewportMatrix),f.push({circleArray:b,circleOffset:p,transform:w,invTransform:_}),p=h+=b.length/4}x&&c.draw(l,u.LINES,Mt.disabled,Et.disabled,e.colorModeForRenderPass(),Ct.disabled,Ir(m,e.transform,g),n.id,x.layoutVertexBuffer,x.indexBuffer,x.segments,null,e.transform.zoom,null,null,x.collisionVertexBuffer)}}if(s&&f.length){var T=e.useProgram(\"collisionCircle\"),k=new t.StructArrayLayout2f1f2i16;k.resize(4*h),k._trim();for(var A=0,M=0,S=f;M<S.length;M+=1)for(var E=S[M],L=0;L<E.circleArray.length/4;L++){var C=4*L,P=E.circleArray[C+0],O=E.circleArray[C+1],I=E.circleArray[C+2],D=E.circleArray[C+3];k.emplace(A++,P,O,I,D,0),k.emplace(A++,P,O,I,D,1),k.emplace(A++,P,O,I,D,2),k.emplace(A++,P,O,I,D,3)}(!Xr||Xr.length<2*h)&&(Xr=function(e){var r=2*e,n=new t.StructArrayLayout3ui6;n.resize(r),n._trim();for(var i=0;i<r;i++){var a=6*i;n.uint16[a+0]=4*i+0,n.uint16[a+1]=4*i+1,n.uint16[a+2]=4*i+2,n.uint16[a+3]=4*i+2,n.uint16[a+4]=4*i+3,n.uint16[a+5]=4*i+0}return n}(h));for(var z=l.createIndexBuffer(Xr,!0),R=l.createVertexBuffer(k,t.collisionCircleLayout.members,!0),F=0,B=f;F<B.length;F+=1){var N=B[F],j=Dr(N.transform,N.invTransform,e.transform);T.draw(l,u.TRIANGLES,Mt.disabled,Et.disabled,e.colorModeForRenderPass(),Ct.disabled,j,n.id,R,z,t.SegmentVector.simpleSegment(0,2*N.circleOffset,N.circleArray.length,N.circleArray.length/2),null,e.transform.zoom,null,null,null)}R.destroy(),z.destroy()}}var nn=t.identity(new Float32Array(16));function an(e,r,n,i,a,o){var s=t.getAnchorAlignment(e),l=-(s.horizontalAlign-.5)*r,u=-(s.verticalAlign-.5)*n,c=t.evaluateVariableOffset(e,i);return new t.Point((l/a+c[0])*o,(u/a+c[1])*o)}function on(e,r,n,i,a,o,s,l,u,c,f){var h=e.text.placedSymbolArray,p=e.text.dynamicLayoutVertexArray,d=e.icon.dynamicLayoutVertexArray,v={};p.clear();for(var g=0;g<h.length;g++){var y=h.get(g),m=e.allowVerticalPlacement&&!y.placedOrientation,x=y.hidden||!y.crossTileID||m?null:i[y.crossTileID];if(x){var b=new t.Point(y.anchorX,y.anchorY),_=re(b,n?l:s),w=ne(o.cameraToCenterDistance,_.signedDistanceFromCamera),T=a.evaluateSizeForFeature(e.textSizeData,c,y)*w/t.ONE_EM;n&&(T*=e.tilePixelRatio/u);for(var k=x.width,A=x.height,M=an(x.anchor,k,A,x.textOffset,x.textBoxScale,T),S=n?re(b.add(M),s).point:_.point.add(r?M.rotate(-o.angle):M),E=e.allowVerticalPlacement&&y.placedOrientation===t.WritingMode.vertical?Math.PI/2:0,L=0;L<y.numGlyphs;L++)t.addDynamicAttributes(p,S,E);f&&y.associatedIconIndex>=0&&(v[y.associatedIconIndex]={shiftedAnchor:S,angle:E})}else he(y.numGlyphs,p)}if(f){d.clear();for(var C=e.icon.placedSymbolArray,P=0;P<C.length;P++){var O=C.get(P);if(O.hidden)he(O.numGlyphs,d);else{var I=v[P];if(I)for(var D=0;D<O.numGlyphs;D++)t.addDynamicAttributes(d,I.shiftedAnchor,I.angle);else he(O.numGlyphs,d)}}e.icon.dynamicLayoutVertexBuffer.updateData(d)}e.text.dynamicLayoutVertexBuffer.updateData(p)}function sn(t,e,r){return r.iconsInText&&e?\"symbolTextAndIcon\":t?\"symbolSDF\":\"symbolIcon\"}function ln(e,r,n,i,a,o,s,l,u,c,f,h){for(var p=e.context,d=p.gl,v=e.transform,g=\"map\"===l,y=\"map\"===u,m=g&&\"point\"!==n.layout.get(\"symbol-placement\"),x=g&&!y&&!m,b=void 0!==n.layout.get(\"symbol-sort-key\").constantOr(1),_=e.depthModeForSublayer(0,Mt.ReadOnly),w=n.layout.get(\"text-variable-anchor\"),T=[],k=0,A=i;k<A.length;k+=1){var M=A[k],S=r.getTile(M),E=S.getBucket(n);if(E){var L=a?E.text:E.icon;if(L&&L.segments.get().length){var C=L.programConfigurations.get(n.id),P=a||E.sdfIcons,O=a?E.textSizeData:E.iconSizeData,I=y||0!==v.pitch,D=e.useProgram(sn(P,a,E),C),z=t.evaluateSizeForZoom(O,v.zoom),R=void 0,F=[0,0],B=void 0,N=void 0,j=null,U=void 0;if(a){if(B=S.glyphAtlasTexture,N=d.LINEAR,R=S.glyphAtlasTexture.size,E.iconsInText){F=S.imageAtlasTexture.size,j=S.imageAtlasTexture;var V=\"composite\"===O.kind||\"camera\"===O.kind;U=I||e.options.rotating||e.options.zooming||V?d.LINEAR:d.NEAREST}}else{var H=1!==n.layout.get(\"icon-size\").constantOr(0)||E.iconsNeedLinear;B=S.imageAtlasTexture,N=P||e.options.rotating||e.options.zooming||H||I?d.LINEAR:d.NEAREST,R=S.imageAtlasTexture.size}var q=ge(S,1,e.transform.zoom),G=te(M.posMatrix,y,g,e.transform,q),Z=ee(M.posMatrix,y,g,e.transform,q),Y=w&&E.hasTextData(),W=\"none\"!==n.layout.get(\"icon-text-fit\")&&Y&&E.hasIconData();m&&ae(E,M.posMatrix,e,a,G,Z,y,c);var X=e.translatePosMatrix(M.posMatrix,S,o,s),J=m||a&&w||W?nn:G,K=e.translatePosMatrix(Z,S,o,s,!0),$=P&&0!==n.paint.get(a?\"text-halo-width\":\"icon-halo-width\").constantOr(1),Q={program:D,buffers:L,uniformValues:P?E.iconsInText?$r(O.kind,z,x,y,e,X,J,K,R,F):Kr(O.kind,z,x,y,e,X,J,K,a,R,!0):Jr(O.kind,z,x,y,e,X,J,K,a,R),atlasTexture:B,atlasTextureIcon:j,atlasInterpolation:N,atlasInterpolationIcon:U,isSDF:P,hasHalo:$};if(b)for(var tt=0,et=L.segments.get();tt<et.length;tt+=1){var rt=et[tt];T.push({segments:new t.SegmentVector([rt]),sortKey:rt.sortKey,state:Q})}else T.push({segments:L.segments,sortKey:0,state:Q})}}}b&&T.sort((function(t,e){return t.sortKey-e.sortKey}));for(var nt=0,it=T;nt<it.length;nt+=1){var at=it[nt],ot=at.state;if(p.activeTexture.set(d.TEXTURE0),ot.atlasTexture.bind(ot.atlasInterpolation,d.CLAMP_TO_EDGE),ot.atlasTextureIcon&&(p.activeTexture.set(d.TEXTURE1),ot.atlasTextureIcon&&ot.atlasTextureIcon.bind(ot.atlasInterpolationIcon,d.CLAMP_TO_EDGE)),ot.isSDF){var st=ot.uniformValues;ot.hasHalo&&(st.u_is_halo=1,un(ot.buffers,at.segments,n,e,ot.program,_,f,h,st)),st.u_is_halo=0}un(ot.buffers,at.segments,n,e,ot.program,_,f,h,ot.uniformValues)}}function un(t,e,r,n,i,a,o,s,l){var u=n.context,c=u.gl;i.draw(u,c.TRIANGLES,a,o,s,Ct.disabled,l,r.id,t.layoutVertexBuffer,t.indexBuffer,e,r.paint,n.transform.zoom,t.programConfigurations.get(r.id),t.dynamicLayoutVertexBuffer,t.opacityVertexBuffer)}function cn(t,e,r,n,i,a,o){var s,l,u,c,f,h=t.context.gl,p=r.paint.get(\"fill-pattern\"),d=p&&p.constantOr(1),v=r.getCrossfadeParameters();o?(l=d&&!r.getPaintProperty(\"fill-outline-color\")?\"fillOutlinePattern\":\"fillOutline\",s=h.LINES):(l=d?\"fillPattern\":\"fill\",s=h.TRIANGLES);for(var g=0,y=n;g<y.length;g+=1){var m=y[g],x=e.getTile(m);if(!d||x.patternsLoaded()){var b=x.getBucket(r);if(b){var _=b.programConfigurations.get(r.id),w=t.useProgram(l,_);d&&(t.context.activeTexture.set(h.TEXTURE0),x.imageAtlasTexture.bind(h.LINEAR,h.CLAMP_TO_EDGE),_.updatePaintBuffers(v));var T=p.constantOr(null);if(T&&x.imageAtlas){var k=x.imageAtlas,A=k.patternPositions[T.to.toString()],M=k.patternPositions[T.from.toString()];A&&M&&_.setConstantPatternPositions(A,M)}var S=t.translatePosMatrix(m.posMatrix,x,r.paint.get(\"fill-translate\"),r.paint.get(\"fill-translate-anchor\"));if(o){c=b.indexBuffer2,f=b.segments2;var E=[h.drawingBufferWidth,h.drawingBufferHeight];u=\"fillOutlinePattern\"===l&&d?Pr(S,t,v,x,E):Cr(S,E)}else c=b.indexBuffer,f=b.segments,u=d?Lr(S,t,v,x):Er(S);w.draw(t.context,s,i,t.stencilModeForClipping(m),a,Ct.disabled,u,r.id,b.layoutVertexBuffer,c,f,r.paint,t.transform.zoom,_)}}}}function fn(t,e,r,n,i,a,o){for(var s=t.context,l=s.gl,u=r.paint.get(\"fill-extrusion-pattern\"),c=u.constantOr(1),f=r.getCrossfadeParameters(),h=r.paint.get(\"fill-extrusion-opacity\"),p=0,d=n;p<d.length;p+=1){var v=d[p],g=e.getTile(v),y=g.getBucket(r);if(y){var m=y.programConfigurations.get(r.id),x=t.useProgram(c?\"fillExtrusionPattern\":\"fillExtrusion\",m);c&&(t.context.activeTexture.set(l.TEXTURE0),g.imageAtlasTexture.bind(l.LINEAR,l.CLAMP_TO_EDGE),m.updatePaintBuffers(f));var b=u.constantOr(null);if(b&&g.imageAtlas){var _=g.imageAtlas,w=_.patternPositions[b.to.toString()],T=_.patternPositions[b.from.toString()];w&&T&&m.setConstantPatternPositions(w,T)}var k=t.translatePosMatrix(v.posMatrix,g,r.paint.get(\"fill-extrusion-translate\"),r.paint.get(\"fill-extrusion-translate-anchor\")),A=r.paint.get(\"fill-extrusion-vertical-gradient\"),M=c?Sr(k,t,A,h,v,f,g):Mr(k,t,A,h);x.draw(s,s.gl.TRIANGLES,i,a,o,Ct.backCCW,M,r.id,y.layoutVertexBuffer,y.indexBuffer,y.segments,r.paint,t.transform.zoom,m)}}}function hn(t,e,r,n,i,a){var o=t.context,s=o.gl,l=e.fbo;if(l){var u=t.useProgram(\"hillshade\");o.activeTexture.set(s.TEXTURE0),s.bindTexture(s.TEXTURE_2D,l.colorAttachment.get());var c=Nr(t,e,r);u.draw(o,s.TRIANGLES,n,i,a,Ct.disabled,c,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}}function pn(e,r,n,i,a,o,s){var l=e.context,u=l.gl,c=r.dem;if(c&&c.data){var f=c.dim,h=c.stride,p=c.getPixels();if(l.activeTexture.set(u.TEXTURE1),l.pixelStoreUnpackPremultiplyAlpha.set(!1),r.demTexture=r.demTexture||e.getTileTexture(h),r.demTexture){var d=r.demTexture;d.update(p,{premultiply:!1}),d.bind(u.NEAREST,u.CLAMP_TO_EDGE)}else r.demTexture=new t.Texture(l,p,u.RGBA,{premultiply:!1}),r.demTexture.bind(u.NEAREST,u.CLAMP_TO_EDGE);l.activeTexture.set(u.TEXTURE0);var v=r.fbo;if(!v){var g=new t.Texture(l,{width:f,height:f,data:null},u.RGBA);g.bind(u.LINEAR,u.CLAMP_TO_EDGE),(v=r.fbo=l.createFramebuffer(f,f,!0)).colorAttachment.set(g.texture)}l.bindFramebuffer.set(v.framebuffer),l.viewport.set([0,0,f,f]),e.useProgram(\"hillshadePrepare\").draw(l,u.TRIANGLES,a,o,s,Ct.disabled,jr(r.tileID,c,i),n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments),r.needsHillshadePrepare=!1}}function dn(e,r,n,i,a){var o=i.paint.get(\"raster-fade-duration\");if(o>0){var s=t.browser.now(),l=(s-e.timeAdded)/o,u=r?(s-r.timeAdded)/o:-1,c=n.getSource(),f=a.coveringZoomLevel({tileSize:c.tileSize,roundZoom:c.roundZoom}),h=!r||Math.abs(r.tileID.overscaledZ-f)>Math.abs(e.tileID.overscaledZ-f),p=h&&e.refreshedUponExpiration?1:t.clamp(h?l:1-u,0,1);return e.refreshedUponExpiration&&l>=1&&(e.refreshedUponExpiration=!1),r?{opacity:1,mix:1-p}:{opacity:p,mix:0}}return{opacity:1,mix:0}}var vn=new t.Color(1,0,0,1),gn=new t.Color(0,1,0,1),yn=new t.Color(0,0,1,1),mn=new t.Color(1,0,1,1),xn=new t.Color(0,1,1,1);function bn(t){var e=t.transform.padding;_n(t,t.transform.height-(e.top||0),3,vn),_n(t,e.bottom||0,3,gn),wn(t,e.left||0,3,yn),wn(t,t.transform.width-(e.right||0),3,mn);var r=t.transform.centerPoint;!function(t,e,r,n){var i=20,a=2;Tn(t,e-a/2,r-i/2,a,i,n),Tn(t,e-i/2,r-a/2,i,a,n)}(t,r.x,t.transform.height-r.y,xn)}function _n(t,e,r,n){Tn(t,0,e+r/2,t.transform.width,r,n)}function wn(t,e,r,n){Tn(t,e-r/2,0,r,t.transform.height,n)}function Tn(e,r,n,i,a,o){var s=e.context,l=s.gl;l.enable(l.SCISSOR_TEST),l.scissor(r*t.browser.devicePixelRatio,n*t.browser.devicePixelRatio,i*t.browser.devicePixelRatio,a*t.browser.devicePixelRatio),s.clear({color:o}),l.disable(l.SCISSOR_TEST)}function kn(e,r,n){var i=e.context,a=i.gl,o=n.posMatrix,s=e.useProgram(\"debug\"),l=Mt.disabled,u=Et.disabled,c=e.colorModeForRenderPass(),f=\"$debug\";i.activeTexture.set(a.TEXTURE0),e.emptyTexture.bind(a.LINEAR,a.CLAMP_TO_EDGE),s.draw(i,a.LINE_STRIP,l,u,c,Ct.disabled,zr(o,t.Color.red),f,e.debugBuffer,e.tileBorderIndexBuffer,e.debugSegments);var h=r.getTileByID(n.key).latestRawTileData,p=h&&h.byteLength||0,d=Math.floor(p/1024),v=r.getTile(n).tileSize,g=512/Math.min(v,512)*(n.overscaledZ/e.transform.zoom)*.5,y=n.canonical.toString();n.overscaledZ!==n.canonical.z&&(y+=\" => \"+n.overscaledZ),function(t,e){t.initDebugOverlayCanvas();var r=t.debugOverlayCanvas,n=t.context.gl,i=t.debugOverlayCanvas.getContext(\"2d\");i.clearRect(0,0,r.width,r.height),i.shadowColor=\"white\",i.shadowBlur=2,i.lineWidth=1.5,i.strokeStyle=\"white\",i.textBaseline=\"top\",i.font=\"bold 36px Open Sans, sans-serif\",i.fillText(e,5,5),i.strokeText(e,5,5),t.debugOverlayTexture.update(r),t.debugOverlayTexture.bind(n.LINEAR,n.CLAMP_TO_EDGE)}(e,y+\" \"+d+\"kb\"),s.draw(i,a.TRIANGLES,l,u,Lt.alphaBlended,Ct.disabled,zr(o,t.Color.transparent,g),f,e.debugBuffer,e.quadTriangleIndexBuffer,e.debugSegments)}var An={symbol:function(e,r,n,i,a){if(\"translucent\"===e.renderPass){var o=Et.disabled,s=e.colorModeForRenderPass();n.layout.get(\"text-variable-anchor\")&&function(e,r,n,i,a,o,s){for(var l=r.transform,u=\"map\"===a,c=\"map\"===o,f=0,h=e;f<h.length;f+=1){var p=h[f],d=i.getTile(p),v=d.getBucket(n);if(v&&v.text&&v.text.segments.get().length){var g=v.textSizeData,y=t.evaluateSizeForZoom(g,l.zoom),m=ge(d,1,r.transform.zoom),x=te(p.posMatrix,c,u,r.transform,m),b=\"none\"!==n.layout.get(\"icon-text-fit\")&&v.hasIconData();if(y){var _=Math.pow(2,l.zoom-d.tileID.overscaledZ);on(v,u,c,s,t.symbolSize,l,x,p.posMatrix,_,y,b)}}}}(i,e,n,r,n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),a),0!==n.paint.get(\"icon-opacity\").constantOr(1)&&ln(e,r,n,i,!1,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),n.layout.get(\"icon-rotation-alignment\"),n.layout.get(\"icon-pitch-alignment\"),n.layout.get(\"icon-keep-upright\"),o,s),0!==n.paint.get(\"text-opacity\").constantOr(1)&&ln(e,r,n,i,!0,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),n.layout.get(\"text-keep-upright\"),o,s),r.map.showCollisionBoxes&&(rn(e,r,n,i,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),!0),rn(e,r,n,i,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),!1))}},circle:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"circle-opacity\"),o=n.paint.get(\"circle-stroke-width\"),s=n.paint.get(\"circle-stroke-opacity\"),l=void 0!==n.layout.get(\"circle-sort-key\").constantOr(1);if(0!==a.constantOr(1)||0!==o.constantOr(1)&&0!==s.constantOr(1)){for(var u=e.context,c=u.gl,f=e.depthModeForSublayer(0,Mt.ReadOnly),h=Et.disabled,p=e.colorModeForRenderPass(),d=[],v=0;v<i.length;v++){var g=i[v],y=r.getTile(g),m=y.getBucket(n);if(m){var x=m.programConfigurations.get(n.id),b={programConfiguration:x,program:e.useProgram(\"circle\",x),layoutVertexBuffer:m.layoutVertexBuffer,indexBuffer:m.indexBuffer,uniformValues:Or(e,g,y,n)};if(l)for(var _=0,w=m.segments.get();_<w.length;_+=1){var T=w[_];d.push({segments:new t.SegmentVector([T]),sortKey:T.sortKey,state:b})}else d.push({segments:m.segments,sortKey:0,state:b})}}l&&d.sort((function(t,e){return t.sortKey-e.sortKey}));for(var k=0,A=d;k<A.length;k+=1){var M=A[k],S=M.state,E=S.programConfiguration,L=S.program,C=S.layoutVertexBuffer,P=S.indexBuffer,O=S.uniformValues,I=M.segments;L.draw(u,c.TRIANGLES,f,h,p,Ct.disabled,O,n.id,C,P,I,n.paint,e.transform.zoom,E)}}}},heatmap:function(e,r,n,i){if(0!==n.paint.get(\"heatmap-opacity\"))if(\"offscreen\"===e.renderPass){var a=e.context,o=a.gl,s=Et.disabled,l=new Lt([o.ONE,o.ONE],t.Color.transparent,[!0,!0,!0,!0]);(function(t,e,r){var n=t.gl;t.activeTexture.set(n.TEXTURE1),t.viewport.set([0,0,e.width/4,e.height/4]);var i=r.heatmapFbo;if(i)n.bindTexture(n.TEXTURE_2D,i.colorAttachment.get()),t.bindFramebuffer.set(i.framebuffer);else{var a=n.createTexture();n.bindTexture(n.TEXTURE_2D,a),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,n.LINEAR),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,n.LINEAR),i=r.heatmapFbo=t.createFramebuffer(e.width/4,e.height/4,!1),function(t,e,r,n){var i=t.gl,a=t.extRenderToTextureHalfFloat?t.extTextureHalfFloat.HALF_FLOAT_OES:i.UNSIGNED_BYTE;i.texImage2D(i.TEXTURE_2D,0,i.RGBA,e.width/4,e.height/4,0,i.RGBA,a,null),n.colorAttachment.set(r)}(t,e,a,i)}})(a,e,n),a.clear({color:t.Color.transparent});for(var u=0;u<i.length;u++){var c=i[u];if(!r.hasRenderableParent(c)){var f=r.getTile(c),h=f.getBucket(n);if(h){var p=h.programConfigurations.get(n.id),d=e.useProgram(\"heatmap\",p),v=e.transform.zoom;d.draw(a,o.TRIANGLES,Mt.disabled,s,l,Ct.disabled,Fr(c.posMatrix,f,v,n.paint.get(\"heatmap-intensity\")),n.id,h.layoutVertexBuffer,h.indexBuffer,h.segments,n.paint,e.transform.zoom,p)}}}a.viewport.set([0,0,e.width,e.height])}else\"translucent\"===e.renderPass&&(e.context.setColorMode(e.colorModeForRenderPass()),function(e,r){var n=e.context,i=n.gl,a=r.heatmapFbo;if(a){n.activeTexture.set(i.TEXTURE0),i.bindTexture(i.TEXTURE_2D,a.colorAttachment.get()),n.activeTexture.set(i.TEXTURE1);var o=r.colorRampTexture;o||(o=r.colorRampTexture=new t.Texture(n,r.colorRamp,i.RGBA)),o.bind(i.LINEAR,i.CLAMP_TO_EDGE),e.useProgram(\"heatmapTexture\").draw(n,i.TRIANGLES,Mt.disabled,Et.disabled,e.colorModeForRenderPass(),Ct.disabled,Br(e,r,0,1),r.id,e.viewportBuffer,e.quadTriangleIndexBuffer,e.viewportSegments,r.paint,e.transform.zoom)}}(e,n))},line:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"line-opacity\"),o=n.paint.get(\"line-width\");if(0!==a.constantOr(1)&&0!==o.constantOr(1)){var s=e.depthModeForSublayer(0,Mt.ReadOnly),l=e.colorModeForRenderPass(),u=n.paint.get(\"line-dasharray\"),c=n.paint.get(\"line-pattern\"),f=c.constantOr(1),h=n.paint.get(\"line-gradient\"),p=n.getCrossfadeParameters(),d=f?\"linePattern\":u?\"lineSDF\":h?\"lineGradient\":\"line\",v=e.context,g=v.gl,y=!0;if(h){v.activeTexture.set(g.TEXTURE0);var m=n.gradientTexture;if(!n.gradient)return;m||(m=n.gradientTexture=new t.Texture(v,n.gradient,g.RGBA)),m.bind(g.LINEAR,g.CLAMP_TO_EDGE)}for(var x=0,b=i;x<b.length;x+=1){var _=b[x],w=r.getTile(_);if(!f||w.patternsLoaded()){var T=w.getBucket(n);if(T){var k=T.programConfigurations.get(n.id),A=e.context.program.get(),M=e.useProgram(d,k),S=y||M.program!==A,E=c.constantOr(null);if(E&&w.imageAtlas){var L=w.imageAtlas,C=L.patternPositions[E.to.toString()],P=L.patternPositions[E.from.toString()];C&&P&&k.setConstantPatternPositions(C,P)}var O=f?Hr(e,w,n,p):u?qr(e,w,n,u,p):h?Vr(e,w,n):Ur(e,w,n);f?(v.activeTexture.set(g.TEXTURE0),w.imageAtlasTexture.bind(g.LINEAR,g.CLAMP_TO_EDGE),k.updatePaintBuffers(p)):u&&(S||e.lineAtlas.dirty)&&(v.activeTexture.set(g.TEXTURE0),e.lineAtlas.bind(v)),M.draw(v,g.TRIANGLES,s,e.stencilModeForClipping(_),l,Ct.disabled,O,n.id,T.layoutVertexBuffer,T.indexBuffer,T.segments,n.paint,e.transform.zoom,k),y=!1}}}}}},fill:function(e,r,n,i){var a=n.paint.get(\"fill-color\"),o=n.paint.get(\"fill-opacity\");if(0!==o.constantOr(1)){var s=e.colorModeForRenderPass(),l=n.paint.get(\"fill-pattern\"),u=e.opaquePassEnabledForLayer()&&!l.constantOr(1)&&1===a.constantOr(t.Color.transparent).a&&1===o.constantOr(0)?\"opaque\":\"translucent\";if(e.renderPass===u){var c=e.depthModeForSublayer(1,\"opaque\"===e.renderPass?Mt.ReadWrite:Mt.ReadOnly);cn(e,r,n,i,c,s,!1)}if(\"translucent\"===e.renderPass&&n.paint.get(\"fill-antialias\")){var f=e.depthModeForSublayer(n.getPaintProperty(\"fill-outline-color\")?2:0,Mt.ReadOnly);cn(e,r,n,i,f,s,!0)}}},\"fill-extrusion\":function(t,e,r,n){var i=r.paint.get(\"fill-extrusion-opacity\");if(0!==i&&\"translucent\"===t.renderPass){var a=new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D);if(1!==i||r.paint.get(\"fill-extrusion-pattern\").constantOr(1))fn(t,e,r,n,a,Et.disabled,Lt.disabled),fn(t,e,r,n,a,t.stencilModeFor3D(),t.colorModeForRenderPass());else{var o=t.colorModeForRenderPass();fn(t,e,r,n,a,Et.disabled,o)}}},hillshade:function(t,e,r,n){if(\"offscreen\"===t.renderPass||\"translucent\"===t.renderPass){for(var i=t.context,a=e.getSource().maxzoom,o=t.depthModeForSublayer(0,Mt.ReadOnly),s=t.colorModeForRenderPass(),l=\"translucent\"===t.renderPass?t.stencilConfigForOverlap(n):[{},n],u=l[0],c=0,f=l[1];c<f.length;c+=1){var h=f[c],p=e.getTile(h);p.needsHillshadePrepare&&\"offscreen\"===t.renderPass?pn(t,p,r,a,o,Et.disabled,s):\"translucent\"===t.renderPass&&hn(t,p,r,o,u[h.overscaledZ],s)}i.viewport.set([0,0,t.width,t.height])}},raster:function(t,e,r,n){if(\"translucent\"===t.renderPass&&0!==r.paint.get(\"raster-opacity\")&&n.length)for(var i=t.context,a=i.gl,o=e.getSource(),s=t.useProgram(\"raster\"),l=t.colorModeForRenderPass(),u=o instanceof I?[{},n]:t.stencilConfigForOverlap(n),c=u[0],f=u[1],h=f[f.length-1].overscaledZ,p=!t.options.moving,d=0,v=f;d<v.length;d+=1){var g=v[d],y=t.depthModeForSublayer(g.overscaledZ-h,1===r.paint.get(\"raster-opacity\")?Mt.ReadWrite:Mt.ReadOnly,a.LESS),m=e.getTile(g),x=t.transform.calculatePosMatrix(g.toUnwrapped(),p);m.registerFadeDuration(r.paint.get(\"raster-fade-duration\"));var b=e.findLoadedParent(g,0),_=dn(m,b,e,r,t.transform),w=void 0,T=void 0,k=\"nearest\"===r.paint.get(\"raster-resampling\")?a.NEAREST:a.LINEAR;i.activeTexture.set(a.TEXTURE0),m.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),i.activeTexture.set(a.TEXTURE1),b?(b.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),w=Math.pow(2,b.tileID.overscaledZ-m.tileID.overscaledZ),T=[m.tileID.canonical.x*w%1,m.tileID.canonical.y*w%1]):m.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST);var A=Yr(x,T||[0,0],w||1,_,r);o instanceof I?s.draw(i,a.TRIANGLES,y,Et.disabled,l,Ct.disabled,A,r.id,o.boundsBuffer,t.quadTriangleIndexBuffer,o.boundsSegments):s.draw(i,a.TRIANGLES,y,c[g.overscaledZ],l,Ct.disabled,A,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}},background:function(t,e,r){var n=r.paint.get(\"background-color\"),i=r.paint.get(\"background-opacity\");if(0!==i){var a=t.context,o=a.gl,s=t.transform,l=s.tileSize,u=r.paint.get(\"background-pattern\");if(!t.isPatternMissing(u)){var c=!u&&1===n.a&&1===i&&t.opaquePassEnabledForLayer()?\"opaque\":\"translucent\";if(t.renderPass===c){var f=Et.disabled,h=t.depthModeForSublayer(0,\"opaque\"===c?Mt.ReadWrite:Mt.ReadOnly),p=t.colorModeForRenderPass(),d=t.useProgram(u?\"backgroundPattern\":\"background\"),v=s.coveringTiles({tileSize:l});u&&(a.activeTexture.set(o.TEXTURE0),t.imageManager.bind(t.context));for(var g=r.getCrossfadeParameters(),y=0,m=v;y<m.length;y+=1){var x=m[y],b=t.transform.calculatePosMatrix(x.toUnwrapped()),_=u?tn(b,i,t,u,{tileID:x,tileSize:l},g):Qr(b,i,n);d.draw(a,o.TRIANGLES,h,f,p,Ct.disabled,_,r.id,t.tileExtentBuffer,t.quadTriangleIndexBuffer,t.tileExtentSegments)}}}}},debug:function(t,e,r){for(var n=0;n<r.length;n++)kn(t,e,r[n])},custom:function(t,e,r){var n=t.context,i=r.implementation;if(\"offscreen\"===t.renderPass){var a=i.prerender;a&&(t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),a.call(i,n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState())}else if(\"translucent\"===t.renderPass){t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),n.setStencilMode(Et.disabled);var o=\"3d\"===i.renderingMode?new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D):t.depthModeForSublayer(0,Mt.ReadOnly);n.setDepthMode(o),i.render(n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState(),n.bindFramebuffer.set(null)}}},Mn=function(t,e){this.context=new Pt(t),this.transform=e,this._tileTextures={},this.setup(),this.numSublayers=Ot.maxUnderzooming+Ot.maxOverzooming+1,this.depthEpsilon=1/Math.pow(2,16),this.crossTileSymbolIndex=new Ve,this.gpuTimers={}};Mn.prototype.resize=function(e,r){if(this.width=e*t.browser.devicePixelRatio,this.height=r*t.browser.devicePixelRatio,this.context.viewport.set([0,0,this.width,this.height]),this.style)for(var n=0,i=this.style._order;n<i.length;n+=1){var a=i[n];this.style._layers[a].resize()}},Mn.prototype.setup=function(){var e=this.context,r=new t.StructArrayLayout2i4;r.emplaceBack(0,0),r.emplaceBack(t.EXTENT,0),r.emplaceBack(0,t.EXTENT),r.emplaceBack(t.EXTENT,t.EXTENT),this.tileExtentBuffer=e.createVertexBuffer(r,We.members),this.tileExtentSegments=t.SegmentVector.simpleSegment(0,0,4,2);var n=new t.StructArrayLayout2i4;n.emplaceBack(0,0),n.emplaceBack(t.EXTENT,0),n.emplaceBack(0,t.EXTENT),n.emplaceBack(t.EXTENT,t.EXTENT),this.debugBuffer=e.createVertexBuffer(n,We.members),this.debugSegments=t.SegmentVector.simpleSegment(0,0,4,5);var i=new t.StructArrayLayout4i8;i.emplaceBack(0,0,0,0),i.emplaceBack(t.EXTENT,0,t.EXTENT,0),i.emplaceBack(0,t.EXTENT,0,t.EXTENT),i.emplaceBack(t.EXTENT,t.EXTENT,t.EXTENT,t.EXTENT),this.rasterBoundsBuffer=e.createVertexBuffer(i,O.members),this.rasterBoundsSegments=t.SegmentVector.simpleSegment(0,0,4,2);var a=new t.StructArrayLayout2i4;a.emplaceBack(0,0),a.emplaceBack(1,0),a.emplaceBack(0,1),a.emplaceBack(1,1),this.viewportBuffer=e.createVertexBuffer(a,We.members),this.viewportSegments=t.SegmentVector.simpleSegment(0,0,4,2);var o=new t.StructArrayLayout1ui2;o.emplaceBack(0),o.emplaceBack(1),o.emplaceBack(3),o.emplaceBack(2),o.emplaceBack(0),this.tileBorderIndexBuffer=e.createIndexBuffer(o);var s=new t.StructArrayLayout3ui6;s.emplaceBack(0,1,2),s.emplaceBack(2,1,3),this.quadTriangleIndexBuffer=e.createIndexBuffer(s),this.emptyTexture=new t.Texture(e,{width:1,height:1,data:new Uint8Array([0,0,0,0])},e.gl.RGBA);var l=this.context.gl;this.stencilClearMode=new Et({func:l.ALWAYS,mask:0},0,255,l.ZERO,l.ZERO,l.ZERO)},Mn.prototype.clearStencil=function(){var e=this.context,r=e.gl;this.nextStencilID=1,this.currentStencilSource=void 0;var n=t.create();t.ortho(n,0,this.width,this.height,0,0,1),t.scale(n,n,[r.drawingBufferWidth,r.drawingBufferHeight,0]),this.useProgram(\"clippingMask\").draw(e,r.TRIANGLES,Mt.disabled,this.stencilClearMode,Lt.disabled,Ct.disabled,Rr(n),\"$clipping\",this.viewportBuffer,this.quadTriangleIndexBuffer,this.viewportSegments)},Mn.prototype._renderTileClippingMasks=function(t,e){if(this.currentStencilSource!==t.source&&t.isTileClipped()&&e&&e.length){this.currentStencilSource=t.source;var r=this.context,n=r.gl;this.nextStencilID+e.length>256&&this.clearStencil(),r.setColorMode(Lt.disabled),r.setDepthMode(Mt.disabled);var i=this.useProgram(\"clippingMask\");this._tileClippingMaskIDs={};for(var a=0,o=e;a<o.length;a+=1){var s=o[a],l=this._tileClippingMaskIDs[s.key]=this.nextStencilID++;i.draw(r,n.TRIANGLES,Mt.disabled,new Et({func:n.ALWAYS,mask:0},l,255,n.KEEP,n.KEEP,n.REPLACE),Lt.disabled,Ct.disabled,Rr(s.posMatrix),\"$clipping\",this.tileExtentBuffer,this.quadTriangleIndexBuffer,this.tileExtentSegments)}}},Mn.prototype.stencilModeFor3D=function(){this.currentStencilSource=void 0,this.nextStencilID+1>256&&this.clearStencil();var t=this.nextStencilID++,e=this.context.gl;return new Et({func:e.NOTEQUAL,mask:255},t,255,e.KEEP,e.KEEP,e.REPLACE)},Mn.prototype.stencilModeForClipping=function(t){var e=this.context.gl;return new Et({func:e.EQUAL,mask:255},this._tileClippingMaskIDs[t.key],0,e.KEEP,e.KEEP,e.REPLACE)},Mn.prototype.stencilConfigForOverlap=function(t){var e,r=this.context.gl,n=t.sort((function(t,e){return e.overscaledZ-t.overscaledZ})),i=n[n.length-1].overscaledZ,a=n[0].overscaledZ-i+1;if(a>1){this.currentStencilSource=void 0,this.nextStencilID+a>256&&this.clearStencil();for(var o={},s=0;s<a;s++)o[s+i]=new Et({func:r.GEQUAL,mask:255},s+this.nextStencilID,255,r.KEEP,r.KEEP,r.REPLACE);return this.nextStencilID+=a,[o,n]}return[(e={},e[i]=Et.disabled,e),n]},Mn.prototype.colorModeForRenderPass=function(){var e=this.context.gl;if(this._showOverdrawInspector){var r=1/8;return new Lt([e.CONSTANT_COLOR,e.ONE],new t.Color(r,r,r,0),[!0,!0,!0,!0])}return\"opaque\"===this.renderPass?Lt.unblended:Lt.alphaBlended},Mn.prototype.depthModeForSublayer=function(t,e,r){if(!this.opaquePassEnabledForLayer())return Mt.disabled;var n=1-((1+this.currentLayer)*this.numSublayers+t)*this.depthEpsilon;return new Mt(r||this.context.gl.LEQUAL,e,[n,n])},Mn.prototype.opaquePassEnabledForLayer=function(){return this.currentLayer<this.opaquePassCutoff},Mn.prototype.render=function(e,r){var n=this;this.style=e,this.options=r,this.lineAtlas=e.lineAtlas,this.imageManager=e.imageManager,this.glyphManager=e.glyphManager,this.symbolFadeChange=e.placement.symbolFadeChange(t.browser.now()),this.imageManager.beginFrame();var i=this.style._order,a=this.style.sourceCaches;for(var o in a){var s=a[o];s.used&&s.prepare(this.context)}var l,u,c={},f={},h={};for(var p in a){var d=a[p];c[p]=d.getVisibleCoordinates(),f[p]=c[p].slice().reverse(),h[p]=d.getVisibleCoordinates(!0).reverse()}this.opaquePassCutoff=1/0;for(var v=0;v<i.length;v++){var g=i[v];if(this.style._layers[g].is3D()){this.opaquePassCutoff=v;break}}this.renderPass=\"offscreen\";for(var y=0,m=i;y<m.length;y+=1){var x=m[y],b=this.style._layers[x];if(b.hasOffscreenPass()&&!b.isHidden(this.transform.zoom)){var _=f[b.source];(\"custom\"===b.type||_.length)&&this.renderLayer(this,a[b.source],b,_)}}for(this.context.bindFramebuffer.set(null),this.context.clear({color:r.showOverdrawInspector?t.Color.black:t.Color.transparent,depth:1}),this.clearStencil(),this._showOverdrawInspector=r.showOverdrawInspector,this.depthRangeFor3D=[0,1-(e._order.length+2)*this.numSublayers*this.depthEpsilon],this.renderPass=\"opaque\",this.currentLayer=i.length-1;this.currentLayer>=0;this.currentLayer--){var w=this.style._layers[i[this.currentLayer]],T=a[w.source],k=c[w.source];this._renderTileClippingMasks(w,k),this.renderLayer(this,T,w,k)}for(this.renderPass=\"translucent\",this.currentLayer=0;this.currentLayer<i.length;this.currentLayer++){var A=this.style._layers[i[this.currentLayer]],M=a[A.source],S=(\"symbol\"===A.type?h:f)[A.source];this._renderTileClippingMasks(A,c[A.source]),this.renderLayer(this,M,A,S)}this.options.showTileBoundaries&&(t.values(this.style._layers).forEach((function(t){t.source&&!t.isHidden(n.transform.zoom)&&(t.source!==(u&&u.id)&&(u=n.style.sourceCaches[t.source]),(!l||l.getSource().maxzoom<u.getSource().maxzoom)&&(l=u))})),l&&An.debug(this,l,l.getVisibleCoordinates())),this.options.showPadding&&bn(this),this.context.setDefault()},Mn.prototype.renderLayer=function(t,e,r,n){r.isHidden(this.transform.zoom)||(\"background\"===r.type||\"custom\"===r.type||n.length)&&(this.id=r.id,this.gpuTimingStart(r),An[r.type](t,e,r,n,this.style.placement.variableOffsets),this.gpuTimingEnd())},Mn.prototype.gpuTimingStart=function(t){if(this.options.gpuTiming){var e=this.context.extTimerQuery,r=this.gpuTimers[t.id];r||(r=this.gpuTimers[t.id]={calls:0,cpuTime:0,query:e.createQueryEXT()}),r.calls++,e.beginQueryEXT(e.TIME_ELAPSED_EXT,r.query)}},Mn.prototype.gpuTimingEnd=function(){if(this.options.gpuTiming){var t=this.context.extTimerQuery;t.endQueryEXT(t.TIME_ELAPSED_EXT)}},Mn.prototype.collectGpuTimers=function(){var t=this.gpuTimers;return this.gpuTimers={},t},Mn.prototype.queryGpuTimers=function(t){var e={};for(var r in t){var n=t[r],i=this.context.extTimerQuery,a=i.getQueryObjectEXT(n.query,i.QUERY_RESULT_EXT)/1e6;i.deleteQueryEXT(n.query),e[r]=a}return e},Mn.prototype.translatePosMatrix=function(e,r,n,i,a){if(!n[0]&&!n[1])return e;var o=a?\"map\"===i?this.transform.angle:0:\"viewport\"===i?-this.transform.angle:0;if(o){var s=Math.sin(o),l=Math.cos(o);n=[n[0]*l-n[1]*s,n[0]*s+n[1]*l]}var u=[a?n[0]:ge(r,n[0],this.transform.zoom),a?n[1]:ge(r,n[1],this.transform.zoom),0],c=new Float32Array(16);return t.translate(c,e,u),c},Mn.prototype.saveTileTexture=function(t){var e=this._tileTextures[t.size[0]];e?e.push(t):this._tileTextures[t.size[0]]=[t]},Mn.prototype.getTileTexture=function(t){var e=this._tileTextures[t];return e&&e.length>0?e.pop():null},Mn.prototype.isPatternMissing=function(t){if(!t)return!1;if(!t.from||!t.to)return!0;var e=this.imageManager.getPattern(t.from.toString()),r=this.imageManager.getPattern(t.to.toString());return!e||!r},Mn.prototype.useProgram=function(t,e){this.cache=this.cache||{};var r=\"\"+t+(e?e.cacheKey:\"\")+(this._showOverdrawInspector?\"/overdraw\":\"\");return this.cache[r]||(this.cache[r]=new kr(this.context,wr[t],e,en[t],this._showOverdrawInspector)),this.cache[r]},Mn.prototype.setCustomLayerDefaults=function(){this.context.unbindVAO(),this.context.cullFace.setDefault(),this.context.activeTexture.setDefault(),this.context.pixelStoreUnpack.setDefault(),this.context.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.context.pixelStoreUnpackFlipY.setDefault()},Mn.prototype.setBaseState=function(){var t=this.context.gl;this.context.cullFace.set(!1),this.context.viewport.set([0,0,this.width,this.height]),this.context.blendEquation.set(t.FUNC_ADD)},Mn.prototype.initDebugOverlayCanvas=function(){if(null==this.debugOverlayCanvas){this.debugOverlayCanvas=t.window.document.createElement(\"canvas\"),this.debugOverlayCanvas.width=512,this.debugOverlayCanvas.height=512;var e=this.context.gl;this.debugOverlayTexture=new t.Texture(this.context,this.debugOverlayCanvas,e.RGBA)}},Mn.prototype.destroy=function(){this.emptyTexture.destroy(),this.debugOverlayTexture&&this.debugOverlayTexture.destroy()};var Sn=function(t,e){this.points=t,this.planes=e};Sn.fromInvProjectionMatrix=function(e,r,n){var i=Math.pow(2,n),a=[[-1,1,-1,1],[1,1,-1,1],[1,-1,-1,1],[-1,-1,-1,1],[-1,1,1,1],[1,1,1,1],[1,-1,1,1],[-1,-1,1,1]].map((function(r){return t.transformMat4([],r,e)})).map((function(e){return t.scale$1([],e,1/e[3]/r*i)})),o=[[0,1,2],[6,5,4],[0,3,7],[2,1,5],[3,2,6],[0,4,5]].map((function(e){var r=t.sub([],a[e[0]],a[e[1]]),n=t.sub([],a[e[2]],a[e[1]]),i=t.normalize([],t.cross([],r,n)),o=-t.dot(i,a[e[1]]);return i.concat(o)}));return new Sn(a,o)};var En=function(e,r){this.min=e,this.max=r,this.center=t.scale$2([],t.add([],this.min,this.max),.5)};En.prototype.quadrant=function(e){for(var r=[e%2==0,e<2],n=t.clone$2(this.min),i=t.clone$2(this.max),a=0;a<r.length;a++)n[a]=r[a]?this.min[a]:this.center[a],i[a]=r[a]?this.center[a]:this.max[a];return i[2]=this.max[2],new En(n,i)},En.prototype.distanceX=function(t){return Math.max(Math.min(this.max[0],t[0]),this.min[0])-t[0]},En.prototype.distanceY=function(t){return Math.max(Math.min(this.max[1],t[1]),this.min[1])-t[1]},En.prototype.intersects=function(e){for(var r=[[this.min[0],this.min[1],0,1],[this.max[0],this.min[1],0,1],[this.max[0],this.max[1],0,1],[this.min[0],this.max[1],0,1]],n=!0,i=0;i<e.planes.length;i++){for(var a=e.planes[i],o=0,s=0;s<r.length;s++)o+=t.dot$1(a,r[s])>=0;if(0===o)return 0;o!==r.length&&(n=!1)}if(n)return 2;for(var l=0;l<3;l++){for(var u=Number.MAX_VALUE,c=-Number.MAX_VALUE,f=0;f<e.points.length;f++){var h=e.points[f][l]-this.min[l];u=Math.min(u,h),c=Math.max(c,h)}if(c<0||u>this.max[l]-this.min[l])return 0}return 1};var Ln=function(t,e,r,n){if(void 0===t&&(t=0),void 0===e&&(e=0),void 0===r&&(r=0),void 0===n&&(n=0),isNaN(t)||t<0||isNaN(e)||e<0||isNaN(r)||r<0||isNaN(n)||n<0)throw new Error(\"Invalid value for edge-insets, top, bottom, left and right must all be numbers\");this.top=t,this.bottom=e,this.left=r,this.right=n};Ln.prototype.interpolate=function(e,r,n){return null!=r.top&&null!=e.top&&(this.top=t.number(e.top,r.top,n)),null!=r.bottom&&null!=e.bottom&&(this.bottom=t.number(e.bottom,r.bottom,n)),null!=r.left&&null!=e.left&&(this.left=t.number(e.left,r.left,n)),null!=r.right&&null!=e.right&&(this.right=t.number(e.right,r.right,n)),this},Ln.prototype.getCenter=function(e,r){var n=t.clamp((this.left+e-this.right)/2,0,e),i=t.clamp((this.top+r-this.bottom)/2,0,r);return new t.Point(n,i)},Ln.prototype.equals=function(t){return this.top===t.top&&this.bottom===t.bottom&&this.left===t.left&&this.right===t.right},Ln.prototype.clone=function(){return new Ln(this.top,this.bottom,this.left,this.right)},Ln.prototype.toJSON=function(){return{top:this.top,bottom:this.bottom,left:this.left,right:this.right}};var Cn=function(e,r,n,i,a){this.tileSize=512,this.maxValidLatitude=85.051129,this._renderWorldCopies=void 0===a||a,this._minZoom=e||0,this._maxZoom=r||22,this._minPitch=null==n?0:n,this._maxPitch=null==i?60:i,this.setMaxBounds(),this.width=0,this.height=0,this._center=new t.LngLat(0,0),this.zoom=0,this.angle=0,this._fov=.6435011087932844,this._pitch=0,this._unmodified=!0,this._edgeInsets=new Ln,this._posMatrixCache={},this._alignedPosMatrixCache={}},Pn={minZoom:{configurable:!0},maxZoom:{configurable:!0},minPitch:{configurable:!0},maxPitch:{configurable:!0},renderWorldCopies:{configurable:!0},worldSize:{configurable:!0},centerOffset:{configurable:!0},size:{configurable:!0},bearing:{configurable:!0},pitch:{configurable:!0},fov:{configurable:!0},zoom:{configurable:!0},center:{configurable:!0},padding:{configurable:!0},centerPoint:{configurable:!0},unmodified:{configurable:!0},point:{configurable:!0}};Cn.prototype.clone=function(){var t=new Cn(this._minZoom,this._maxZoom,this._minPitch,this.maxPitch,this._renderWorldCopies);return t.tileSize=this.tileSize,t.latRange=this.latRange,t.width=this.width,t.height=this.height,t._center=this._center,t.zoom=this.zoom,t.angle=this.angle,t._fov=this._fov,t._pitch=this._pitch,t._unmodified=this._unmodified,t._edgeInsets=this._edgeInsets.clone(),t._calcMatrices(),t},Pn.minZoom.get=function(){return this._minZoom},Pn.minZoom.set=function(t){this._minZoom!==t&&(this._minZoom=t,this.zoom=Math.max(this.zoom,t))},Pn.maxZoom.get=function(){return this._maxZoom},Pn.maxZoom.set=function(t){this._maxZoom!==t&&(this._maxZoom=t,this.zoom=Math.min(this.zoom,t))},Pn.minPitch.get=function(){return this._minPitch},Pn.minPitch.set=function(t){this._minPitch!==t&&(this._minPitch=t,this.pitch=Math.max(this.pitch,t))},Pn.maxPitch.get=function(){return this._maxPitch},Pn.maxPitch.set=function(t){this._maxPitch!==t&&(this._maxPitch=t,this.pitch=Math.min(this.pitch,t))},Pn.renderWorldCopies.get=function(){return this._renderWorldCopies},Pn.renderWorldCopies.set=function(t){void 0===t?t=!0:null===t&&(t=!1),this._renderWorldCopies=t},Pn.worldSize.get=function(){return this.tileSize*this.scale},Pn.centerOffset.get=function(){return this.centerPoint._sub(this.size._div(2))},Pn.size.get=function(){return new t.Point(this.width,this.height)},Pn.bearing.get=function(){return-this.angle/Math.PI*180},Pn.bearing.set=function(e){var r=-t.wrap(e,-180,180)*Math.PI/180;this.angle!==r&&(this._unmodified=!1,this.angle=r,this._calcMatrices(),this.rotationMatrix=t.create$2(),t.rotate(this.rotationMatrix,this.rotationMatrix,this.angle))},Pn.pitch.get=function(){return this._pitch/Math.PI*180},Pn.pitch.set=function(e){var r=t.clamp(e,this.minPitch,this.maxPitch)/180*Math.PI;this._pitch!==r&&(this._unmodified=!1,this._pitch=r,this._calcMatrices())},Pn.fov.get=function(){return this._fov/Math.PI*180},Pn.fov.set=function(t){t=Math.max(.01,Math.min(60,t)),this._fov!==t&&(this._unmodified=!1,this._fov=t/180*Math.PI,this._calcMatrices())},Pn.zoom.get=function(){return this._zoom},Pn.zoom.set=function(t){var e=Math.min(Math.max(t,this.minZoom),this.maxZoom);this._zoom!==e&&(this._unmodified=!1,this._zoom=e,this.scale=this.zoomScale(e),this.tileZoom=Math.floor(e),this.zoomFraction=e-this.tileZoom,this._constrain(),this._calcMatrices())},Pn.center.get=function(){return this._center},Pn.center.set=function(t){t.lat===this._center.lat&&t.lng===this._center.lng||(this._unmodified=!1,this._center=t,this._constrain(),this._calcMatrices())},Pn.padding.get=function(){return this._edgeInsets.toJSON()},Pn.padding.set=function(t){this._edgeInsets.equals(t)||(this._unmodified=!1,this._edgeInsets.interpolate(this._edgeInsets,t,1),this._calcMatrices())},Pn.centerPoint.get=function(){return this._edgeInsets.getCenter(this.width,this.height)},Cn.prototype.isPaddingEqual=function(t){return this._edgeInsets.equals(t)},Cn.prototype.interpolatePadding=function(t,e,r){this._unmodified=!1,this._edgeInsets.interpolate(t,e,r),this._constrain(),this._calcMatrices()},Cn.prototype.coveringZoomLevel=function(t){var e=(t.roundZoom?Math.round:Math.floor)(this.zoom+this.scaleZoom(this.tileSize/t.tileSize));return Math.max(0,e)},Cn.prototype.getVisibleUnwrappedCoordinates=function(e){var r=[new t.UnwrappedTileID(0,e)];if(this._renderWorldCopies)for(var n=this.pointCoordinate(new t.Point(0,0)),i=this.pointCoordinate(new t.Point(this.width,0)),a=this.pointCoordinate(new t.Point(this.width,this.height)),o=this.pointCoordinate(new t.Point(0,this.height)),s=Math.floor(Math.min(n.x,i.x,a.x,o.x)),l=Math.floor(Math.max(n.x,i.x,a.x,o.x)),u=s-1;u<=l+1;u++)0!==u&&r.push(new t.UnwrappedTileID(u,e));return r},Cn.prototype.coveringTiles=function(e){var r=this.coveringZoomLevel(e),n=r;if(void 0!==e.minzoom&&r<e.minzoom)return[];void 0!==e.maxzoom&&r>e.maxzoom&&(r=e.maxzoom);var i=t.MercatorCoordinate.fromLngLat(this.center),a=Math.pow(2,r),o=[a*i.x,a*i.y,0],s=Sn.fromInvProjectionMatrix(this.invProjMatrix,this.worldSize,r),l=e.minzoom||0;this.pitch<=60&&this._edgeInsets.top<.1&&(l=r);var u=function(t){return{aabb:new En([t*a,0,0],[(t+1)*a,a,0]),zoom:0,x:0,y:0,wrap:t,fullyVisible:!1}},c=[],f=[],h=r,p=e.reparseOverscaled?n:r;if(this._renderWorldCopies)for(var d=1;d<=3;d++)c.push(u(-d)),c.push(u(d));for(c.push(u(0));c.length>0;){var v=c.pop(),g=v.x,y=v.y,m=v.fullyVisible;if(!m){var x=v.aabb.intersects(s);if(0===x)continue;m=2===x}var b=v.aabb.distanceX(o),_=v.aabb.distanceY(o),w=Math.max(Math.abs(b),Math.abs(_)),T=3+(1<<h-v.zoom)-2;if(v.zoom===h||w>T&&v.zoom>=l)f.push({tileID:new t.OverscaledTileID(v.zoom===h?p:v.zoom,v.wrap,v.zoom,g,y),distanceSq:t.sqrLen([o[0]-.5-g,o[1]-.5-y])});else for(var k=0;k<4;k++){var A=(g<<1)+k%2,M=(y<<1)+(k>>1);c.push({aabb:v.aabb.quadrant(k),zoom:v.zoom+1,x:A,y:M,wrap:v.wrap,fullyVisible:m})}}return f.sort((function(t,e){return t.distanceSq-e.distanceSq})).map((function(t){return t.tileID}))},Cn.prototype.resize=function(t,e){this.width=t,this.height=e,this.pixelsToGLUnits=[2/t,-2/e],this._constrain(),this._calcMatrices()},Pn.unmodified.get=function(){return this._unmodified},Cn.prototype.zoomScale=function(t){return Math.pow(2,t)},Cn.prototype.scaleZoom=function(t){return Math.log(t)/Math.LN2},Cn.prototype.project=function(e){var r=t.clamp(e.lat,-this.maxValidLatitude,this.maxValidLatitude);return new t.Point(t.mercatorXfromLng(e.lng)*this.worldSize,t.mercatorYfromLat(r)*this.worldSize)},Cn.prototype.unproject=function(e){return new t.MercatorCoordinate(e.x/this.worldSize,e.y/this.worldSize).toLngLat()},Pn.point.get=function(){return this.project(this.center)},Cn.prototype.setLocationAtPoint=function(e,r){var n=this.pointCoordinate(r),i=this.pointCoordinate(this.centerPoint),a=this.locationCoordinate(e),o=new t.MercatorCoordinate(a.x-(n.x-i.x),a.y-(n.y-i.y));this.center=this.coordinateLocation(o),this._renderWorldCopies&&(this.center=this.center.wrap())},Cn.prototype.locationPoint=function(t){return this.coordinatePoint(this.locationCoordinate(t))},Cn.prototype.pointLocation=function(t){return this.coordinateLocation(this.pointCoordinate(t))},Cn.prototype.locationCoordinate=function(e){return t.MercatorCoordinate.fromLngLat(e)},Cn.prototype.coordinateLocation=function(t){return t.toLngLat()},Cn.prototype.pointCoordinate=function(e){var r=[e.x,e.y,0,1],n=[e.x,e.y,1,1];t.transformMat4(r,r,this.pixelMatrixInverse),t.transformMat4(n,n,this.pixelMatrixInverse);var i=r[3],a=n[3],o=r[0]/i,s=n[0]/a,l=r[1]/i,u=n[1]/a,c=r[2]/i,f=n[2]/a,h=c===f?0:(0-c)/(f-c);return new t.MercatorCoordinate(t.number(o,s,h)/this.worldSize,t.number(l,u,h)/this.worldSize)},Cn.prototype.coordinatePoint=function(e){var r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix),new t.Point(r[0]/r[3],r[1]/r[3])},Cn.prototype.getBounds=function(){return(new t.LngLatBounds).extend(this.pointLocation(new t.Point(0,0))).extend(this.pointLocation(new t.Point(this.width,0))).extend(this.pointLocation(new t.Point(this.width,this.height))).extend(this.pointLocation(new t.Point(0,this.height)))},Cn.prototype.getMaxBounds=function(){return this.latRange&&2===this.latRange.length&&this.lngRange&&2===this.lngRange.length?new t.LngLatBounds([this.lngRange[0],this.latRange[0]],[this.lngRange[1],this.latRange[1]]):null},Cn.prototype.setMaxBounds=function(t){t?(this.lngRange=[t.getWest(),t.getEast()],this.latRange=[t.getSouth(),t.getNorth()],this._constrain()):(this.lngRange=null,this.latRange=[-this.maxValidLatitude,this.maxValidLatitude])},Cn.prototype.calculatePosMatrix=function(e,r){void 0===r&&(r=!1);var n=e.key,i=r?this._alignedPosMatrixCache:this._posMatrixCache;if(i[n])return i[n];var a=e.canonical,o=this.worldSize/this.zoomScale(a.z),s=a.x+Math.pow(2,a.z)*e.wrap,l=t.identity(new Float64Array(16));return t.translate(l,l,[s*o,a.y*o,0]),t.scale(l,l,[o/t.EXTENT,o/t.EXTENT,1]),t.multiply(l,r?this.alignedProjMatrix:this.projMatrix,l),i[n]=new Float32Array(l),i[n]},Cn.prototype.customLayerMatrix=function(){return this.mercatorMatrix.slice()},Cn.prototype._constrain=function(){if(this.center&&this.width&&this.height&&!this._constraining){this._constraining=!0;var e,r,n,i,a=-90,o=90,s=-180,l=180,u=this.size,c=this._unmodified;if(this.latRange){var f=this.latRange;a=t.mercatorYfromLat(f[1])*this.worldSize,e=(o=t.mercatorYfromLat(f[0])*this.worldSize)-a<u.y?u.y/(o-a):0}if(this.lngRange){var h=this.lngRange;s=t.mercatorXfromLng(h[0])*this.worldSize,r=(l=t.mercatorXfromLng(h[1])*this.worldSize)-s<u.x?u.x/(l-s):0}var p=this.point,d=Math.max(r||0,e||0);if(d)return this.center=this.unproject(new t.Point(r?(l+s)/2:p.x,e?(o+a)/2:p.y)),this.zoom+=this.scaleZoom(d),this._unmodified=c,void(this._constraining=!1);if(this.latRange){var v=p.y,g=u.y/2;v-g<a&&(i=a+g),v+g>o&&(i=o-g)}if(this.lngRange){var y=p.x,m=u.x/2;y-m<s&&(n=s+m),y+m>l&&(n=l-m)}void 0===n&&void 0===i||(this.center=this.unproject(new t.Point(void 0!==n?n:p.x,void 0!==i?i:p.y))),this._unmodified=c,this._constraining=!1}},Cn.prototype._calcMatrices=function(){if(this.height){var e=this._fov/2,r=this.centerOffset;this.cameraToCenterDistance=.5/Math.tan(e)*this.height;var n=Math.PI/2+this._pitch,i=this._fov*(.5+r.y/this.height),a=Math.sin(i)*this.cameraToCenterDistance/Math.sin(t.clamp(Math.PI-n-i,.01,Math.PI-.01)),o=this.point,s=o.x,l=o.y,u=1.01*(Math.cos(Math.PI/2-this._pitch)*a+this.cameraToCenterDistance),c=this.height/50,f=new Float64Array(16);t.perspective(f,this._fov,this.width/this.height,c,u),f[8]=2*-r.x/this.width,f[9]=2*r.y/this.height,t.scale(f,f,[1,-1,1]),t.translate(f,f,[0,0,-this.cameraToCenterDistance]),t.rotateX(f,f,this._pitch),t.rotateZ(f,f,this.angle),t.translate(f,f,[-s,-l,0]),this.mercatorMatrix=t.scale([],f,[this.worldSize,this.worldSize,this.worldSize]),t.scale(f,f,[1,1,t.mercatorZfromAltitude(1,this.center.lat)*this.worldSize,1]),this.projMatrix=f,this.invProjMatrix=t.invert([],this.projMatrix);var h=this.width%2/2,p=this.height%2/2,d=Math.cos(this.angle),v=Math.sin(this.angle),g=s-Math.round(s)+d*h+v*p,y=l-Math.round(l)+d*p+v*h,m=new Float64Array(f);if(t.translate(m,m,[g>.5?g-1:g,y>.5?y-1:y,0]),this.alignedProjMatrix=m,f=t.create(),t.scale(f,f,[this.width/2,-this.height/2,1]),t.translate(f,f,[1,-1,0]),this.labelPlaneMatrix=f,f=t.create(),t.scale(f,f,[1,-1,1]),t.translate(f,f,[-1,-1,0]),t.scale(f,f,[2/this.width,2/this.height,1]),this.glCoordMatrix=f,this.pixelMatrix=t.multiply(new Float64Array(16),this.labelPlaneMatrix,this.projMatrix),!(f=t.invert(new Float64Array(16),this.pixelMatrix)))throw new Error(\"failed to invert matrix\");this.pixelMatrixInverse=f,this._posMatrixCache={},this._alignedPosMatrixCache={}}},Cn.prototype.maxPitchScaleFactor=function(){if(!this.pixelMatrixInverse)return 1;var e=this.pointCoordinate(new t.Point(0,0)),r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix)[3]/this.cameraToCenterDistance},Cn.prototype.getCameraPoint=function(){var e=this._pitch,r=Math.tan(e)*(this.cameraToCenterDistance||1);return this.centerPoint.add(new t.Point(0,r))},Cn.prototype.getCameraQueryGeometry=function(e){var r=this.getCameraPoint();if(1===e.length)return[e[0],r];for(var n=r.x,i=r.y,a=r.x,o=r.y,s=0,l=e;s<l.length;s+=1){var u=l[s];n=Math.min(n,u.x),i=Math.min(i,u.y),a=Math.max(a,u.x),o=Math.max(o,u.y)}return[new t.Point(n,i),new t.Point(a,i),new t.Point(a,o),new t.Point(n,o),new t.Point(n,i)]},Object.defineProperties(Cn.prototype,Pn);var On=function(e){var r,n,i,a,o;this._hashName=e&&encodeURIComponent(e),t.bindAll([\"_getCurrentHash\",\"_onHashChange\",\"_updateHash\"],this),this._updateHash=(r=this._updateHashUnthrottled.bind(this),n=300,i=!1,a=null,o=function(){a=null,i&&(r(),a=setTimeout(o,n),i=!1)},function(){return i=!0,a||o(),a})};On.prototype.addTo=function(e){return this._map=e,t.window.addEventListener(\"hashchange\",this._onHashChange,!1),this._map.on(\"moveend\",this._updateHash),this},On.prototype.remove=function(){return t.window.removeEventListener(\"hashchange\",this._onHashChange,!1),this._map.off(\"moveend\",this._updateHash),clearTimeout(this._updateHash()),delete this._map,this},On.prototype.getHashString=function(e){var r=this._map.getCenter(),n=Math.round(100*this._map.getZoom())/100,i=Math.ceil((n*Math.LN2+Math.log(512/360/.5))/Math.LN10),a=Math.pow(10,i),o=Math.round(r.lng*a)/a,s=Math.round(r.lat*a)/a,l=this._map.getBearing(),u=this._map.getPitch(),c=\"\";if(c+=e?\"/\"+o+\"/\"+s+\"/\"+n:n+\"/\"+s+\"/\"+o,(l||u)&&(c+=\"/\"+Math.round(10*l)/10),u&&(c+=\"/\"+Math.round(u)),this._hashName){var f=this._hashName,h=!1,p=t.window.location.hash.slice(1).split(\"&\").map((function(t){var e=t.split(\"=\")[0];return e===f?(h=!0,e+\"=\"+c):t})).filter((function(t){return t}));return h||p.push(f+\"=\"+c),\"#\"+p.join(\"&\")}return\"#\"+c},On.prototype._getCurrentHash=function(){var e,r=this,n=t.window.location.hash.replace(\"#\",\"\");return this._hashName?(n.split(\"&\").map((function(t){return t.split(\"=\")})).forEach((function(t){t[0]===r._hashName&&(e=t)})),(e&&e[1]||\"\").split(\"/\")):n.split(\"/\")},On.prototype._onHashChange=function(){var t=this._getCurrentHash();if(t.length>=3&&!t.some((function(t){return isNaN(t)}))){var e=this._map.dragRotate.isEnabled()&&this._map.touchZoomRotate.isEnabled()?+(t[3]||0):this._map.getBearing();return this._map.jumpTo({center:[+t[2],+t[1]],zoom:+t[0],bearing:e,pitch:+(t[4]||0)}),!0}return!1},On.prototype._updateHashUnthrottled=function(){var e=this.getHashString();try{t.window.history.replaceState(t.window.history.state,\"\",e)}catch(t){}};var In={linearity:.3,easing:t.bezier(0,0,.3,1)},Dn=t.extend({deceleration:2500,maxSpeed:1400},In),zn=t.extend({deceleration:20,maxSpeed:1400},In),Rn=t.extend({deceleration:1e3,maxSpeed:360},In),Fn=t.extend({deceleration:1e3,maxSpeed:90},In),Bn=function(t){this._map=t,this.clear()};function Nn(t,e){(!t.duration||t.duration<e.duration)&&(t.duration=e.duration,t.easing=e.easing)}function jn(e,r,n){var i=n.maxSpeed,a=n.linearity,o=n.deceleration,s=t.clamp(e*a/(r/1e3),-i,i),l=Math.abs(s)/(o*a);return{easing:n.easing,duration:1e3*l,amount:s*(l/2)}}Bn.prototype.clear=function(){this._inertiaBuffer=[]},Bn.prototype.record=function(e){this._drainInertiaBuffer(),this._inertiaBuffer.push({time:t.browser.now(),settings:e})},Bn.prototype._drainInertiaBuffer=function(){for(var e=this._inertiaBuffer,r=t.browser.now();e.length>0&&r-e[0].time>160;)e.shift()},Bn.prototype._onMoveEnd=function(e){if(this._drainInertiaBuffer(),!(this._inertiaBuffer.length<2)){for(var r={zoom:0,bearing:0,pitch:0,pan:new t.Point(0,0),pinchAround:void 0,around:void 0},n=0,i=this._inertiaBuffer;n<i.length;n+=1){var a=i[n].settings;r.zoom+=a.zoomDelta||0,r.bearing+=a.bearingDelta||0,r.pitch+=a.pitchDelta||0,a.panDelta&&r.pan._add(a.panDelta),a.around&&(r.around=a.around),a.pinchAround&&(r.pinchAround=a.pinchAround)}var o=this._inertiaBuffer[this._inertiaBuffer.length-1].time-this._inertiaBuffer[0].time,s={};if(r.pan.mag()){var l=jn(r.pan.mag(),o,t.extend({},Dn,e||{}));s.offset=r.pan.mult(l.amount/r.pan.mag()),s.center=this._map.transform.center,Nn(s,l)}if(r.zoom){var u=jn(r.zoom,o,zn);s.zoom=this._map.transform.zoom+u.amount,Nn(s,u)}if(r.bearing){var c=jn(r.bearing,o,Rn);s.bearing=this._map.transform.bearing+t.clamp(c.amount,-179,179),Nn(s,c)}if(r.pitch){var f=jn(r.pitch,o,Fn);s.pitch=this._map.transform.pitch+f.amount,Nn(s,f)}if(s.zoom||s.bearing){var h=void 0===r.pinchAround?r.around:r.pinchAround;s.around=h?this._map.unproject(h):this._map.getCenter()}return this.clear(),t.extend(s,{noMoveStart:!0})}};var Un=function(e){function n(n,i,a,o){void 0===o&&(o={});var s=r.mousePos(i.getCanvasContainer(),a),l=i.unproject(s);e.call(this,n,t.extend({point:s,lngLat:l,originalEvent:a},o)),this._defaultPrevented=!1,this.target=i}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Vn=function(e){function n(n,i,a){var o=\"touchend\"===n?a.changedTouches:a.touches,s=r.touchPos(i.getCanvasContainer(),o),l=s.map((function(t){return i.unproject(t)})),u=s.reduce((function(t,e,r,n){return t.add(e.div(n.length))}),new t.Point(0,0)),c=i.unproject(u);e.call(this,n,{points:s,point:u,lngLats:l,lngLat:c,originalEvent:a}),this._defaultPrevented=!1}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Hn=function(t){function e(e,r,n){t.call(this,e,{originalEvent:n}),this._defaultPrevented=!1}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={defaultPrevented:{configurable:!0}};return e.prototype.preventDefault=function(){this._defaultPrevented=!0},r.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(e.prototype,r),e}(t.Event),qn=function(t,e){this._map=t,this._clickTolerance=e.clickTolerance};qn.prototype.reset=function(){delete this._mousedownPos},qn.prototype.wheel=function(t){return this._firePreventable(new Hn(t.type,this._map,t))},qn.prototype.mousedown=function(t,e){return this._mousedownPos=e,this._firePreventable(new Un(t.type,this._map,t))},qn.prototype.mouseup=function(t){this._map.fire(new Un(t.type,this._map,t))},qn.prototype.click=function(t,e){this._mousedownPos&&this._mousedownPos.dist(e)>=this._clickTolerance||this._map.fire(new Un(t.type,this._map,t))},qn.prototype.dblclick=function(t){return this._firePreventable(new Un(t.type,this._map,t))},qn.prototype.mouseover=function(t){this._map.fire(new Un(t.type,this._map,t))},qn.prototype.mouseout=function(t){this._map.fire(new Un(t.type,this._map,t))},qn.prototype.touchstart=function(t){return this._firePreventable(new Vn(t.type,this._map,t))},qn.prototype.touchmove=function(t){this._map.fire(new Vn(t.type,this._map,t))},qn.prototype.touchend=function(t){this._map.fire(new Vn(t.type,this._map,t))},qn.prototype.touchcancel=function(t){this._map.fire(new Vn(t.type,this._map,t))},qn.prototype._firePreventable=function(t){if(this._map.fire(t),t.defaultPrevented)return{}},qn.prototype.isEnabled=function(){return!0},qn.prototype.isActive=function(){return!1},qn.prototype.enable=function(){},qn.prototype.disable=function(){};var Gn=function(t){this._map=t};Gn.prototype.reset=function(){this._delayContextMenu=!1,delete this._contextMenuEvent},Gn.prototype.mousemove=function(t){this._map.fire(new Un(t.type,this._map,t))},Gn.prototype.mousedown=function(){this._delayContextMenu=!0},Gn.prototype.mouseup=function(){this._delayContextMenu=!1,this._contextMenuEvent&&(this._map.fire(new Un(\"contextmenu\",this._map,this._contextMenuEvent)),delete this._contextMenuEvent)},Gn.prototype.contextmenu=function(t){this._delayContextMenu?this._contextMenuEvent=t:this._map.fire(new Un(t.type,this._map,t)),this._map.listens(\"contextmenu\")&&t.preventDefault()},Gn.prototype.isEnabled=function(){return!0},Gn.prototype.isActive=function(){return!1},Gn.prototype.enable=function(){},Gn.prototype.disable=function(){};var Zn=function(t,e){this._map=t,this._el=t.getCanvasContainer(),this._container=t.getContainer(),this._clickTolerance=e.clickTolerance||1};function Yn(t,e){for(var r={},n=0;n<t.length;n++)r[t[n].identifier]=e[n];return r}Zn.prototype.isEnabled=function(){return!!this._enabled},Zn.prototype.isActive=function(){return!!this._active},Zn.prototype.enable=function(){this.isEnabled()||(this._enabled=!0)},Zn.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},Zn.prototype.mousedown=function(t,e){this.isEnabled()&&t.shiftKey&&0===t.button&&(r.disableDrag(),this._startPos=this._lastPos=e,this._active=!0)},Zn.prototype.mousemoveWindow=function(t,e){if(this._active){var n=e;if(!(this._lastPos.equals(n)||!this._box&&n.dist(this._startPos)<this._clickTolerance)){var i=this._startPos;this._lastPos=n,this._box||(this._box=r.create(\"div\",\"mapboxgl-boxzoom\",this._container),this._container.classList.add(\"mapboxgl-crosshair\"),this._fireEvent(\"boxzoomstart\",t));var a=Math.min(i.x,n.x),o=Math.max(i.x,n.x),s=Math.min(i.y,n.y),l=Math.max(i.y,n.y);r.setTransform(this._box,\"translate(\"+a+\"px,\"+s+\"px)\"),this._box.style.width=o-a+\"px\",this._box.style.height=l-s+\"px\"}}},Zn.prototype.mouseupWindow=function(e,n){var i=this;if(this._active&&0===e.button){var a=this._startPos,o=n;if(this.reset(),r.suppressClick(),a.x!==o.x||a.y!==o.y)return this._map.fire(new t.Event(\"boxzoomend\",{originalEvent:e})),{cameraAnimation:function(t){return t.fitScreenCoordinates(a,o,i._map.getBearing(),{linear:!0})}};this._fireEvent(\"boxzoomcancel\",e)}},Zn.prototype.keydown=function(t){this._active&&27===t.keyCode&&(this.reset(),this._fireEvent(\"boxzoomcancel\",t))},Zn.prototype.reset=function(){this._active=!1,this._container.classList.remove(\"mapboxgl-crosshair\"),this._box&&(r.remove(this._box),this._box=null),r.enableDrag(),delete this._startPos,delete this._lastPos},Zn.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,{originalEvent:r}))};var Wn=function(t){this.reset(),this.numTouches=t.numTouches};Wn.prototype.reset=function(){delete this.centroid,delete this.startTime,delete this.touches,this.aborted=!1},Wn.prototype.touchstart=function(e,r,n){(this.centroid||n.length>this.numTouches)&&(this.aborted=!0),this.aborted||(void 0===this.startTime&&(this.startTime=e.timeStamp),n.length===this.numTouches&&(this.centroid=function(e){for(var r=new t.Point(0,0),n=0,i=e;n<i.length;n+=1){var a=i[n];r._add(a)}return r.div(e.length)}(r),this.touches=Yn(n,r)))},Wn.prototype.touchmove=function(t,e,r){if(!this.aborted&&this.centroid){var n=Yn(r,e);for(var i in this.touches){var a=this.touches[i],o=n[i];(!o||o.dist(a)>30)&&(this.aborted=!0)}}},Wn.prototype.touchend=function(t,e,r){if((!this.centroid||t.timeStamp-this.startTime>500)&&(this.aborted=!0),0===r.length){var n=!this.aborted&&this.centroid;if(this.reset(),n)return n}};var Xn=function(t){this.singleTap=new Wn(t),this.numTaps=t.numTaps,this.reset()};Xn.prototype.reset=function(){this.lastTime=1/0,delete this.lastTap,this.count=0,this.singleTap.reset()},Xn.prototype.touchstart=function(t,e,r){this.singleTap.touchstart(t,e,r)},Xn.prototype.touchmove=function(t,e,r){this.singleTap.touchmove(t,e,r)},Xn.prototype.touchend=function(t,e,r){var n=this.singleTap.touchend(t,e,r);if(n){var i=t.timeStamp-this.lastTime<500,a=!this.lastTap||this.lastTap.dist(n)<30;if(i&&a||this.reset(),this.count++,this.lastTime=t.timeStamp,this.lastTap=n,this.count===this.numTaps)return this.reset(),n}};var Jn=function(){this._zoomIn=new Xn({numTouches:1,numTaps:2}),this._zoomOut=new Xn({numTouches:2,numTaps:1}),this.reset()};Jn.prototype.reset=function(){this._active=!1,this._zoomIn.reset(),this._zoomOut.reset()},Jn.prototype.touchstart=function(t,e,r){this._zoomIn.touchstart(t,e,r),this._zoomOut.touchstart(t,e,r)},Jn.prototype.touchmove=function(t,e,r){this._zoomIn.touchmove(t,e,r),this._zoomOut.touchmove(t,e,r)},Jn.prototype.touchend=function(t,e,r){var n=this,i=this._zoomIn.touchend(t,e,r),a=this._zoomOut.touchend(t,e,r);return i?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()+1,around:e.unproject(i)},{originalEvent:t})}}):a?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()-1,around:e.unproject(a)},{originalEvent:t})}}):void 0},Jn.prototype.touchcancel=function(){this.reset()},Jn.prototype.enable=function(){this._enabled=!0},Jn.prototype.disable=function(){this._enabled=!1,this.reset()},Jn.prototype.isEnabled=function(){return this._enabled},Jn.prototype.isActive=function(){return this._active};var Kn=function(t){this.reset(),this._clickTolerance=t.clickTolerance||1};Kn.prototype.reset=function(){this._active=!1,this._moved=!1,delete this._lastPoint,delete this._eventButton},Kn.prototype._correctButton=function(t,e){return!1},Kn.prototype._move=function(t,e){return{}},Kn.prototype.mousedown=function(t,e){if(!this._lastPoint){var n=r.mouseButton(t);this._correctButton(t,n)&&(this._lastPoint=e,this._eventButton=n)}},Kn.prototype.mousemoveWindow=function(t,e){var r=this._lastPoint;if(r&&(t.preventDefault(),this._moved||!(e.dist(r)<this._clickTolerance)))return this._moved=!0,this._lastPoint=e,this._move(r,e)},Kn.prototype.mouseupWindow=function(t){r.mouseButton(t)===this._eventButton&&(this._moved&&r.suppressClick(),this.reset())},Kn.prototype.enable=function(){this._enabled=!0},Kn.prototype.disable=function(){this._enabled=!1,this.reset()},Kn.prototype.isEnabled=function(){return this._enabled},Kn.prototype.isActive=function(){return this._active};var $n=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.mousedown=function(e,r){t.prototype.mousedown.call(this,e,r),this._lastPoint&&(this._active=!0)},e.prototype._correctButton=function(t,e){return 0===e&&!t.ctrlKey},e.prototype._move=function(t,e){return{around:e,panDelta:e.sub(t)}},e}(Kn),Qn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=.8*(e.x-t.x);if(r)return this._active=!0,{bearingDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Kn),ti=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=-.5*(e.y-t.y);if(r)return this._active=!0,{pitchDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Kn),ei=function(t){this._minTouches=1,this._clickTolerance=t.clickTolerance||1,this.reset()};ei.prototype.reset=function(){this._active=!1,this._touches={},this._sum=new t.Point(0,0)},ei.prototype.touchstart=function(t,e,r){return this._calculateTransform(t,e,r)},ei.prototype.touchmove=function(t,e,r){if(this._active)return t.preventDefault(),this._calculateTransform(t,e,r)},ei.prototype.touchend=function(t,e,r){this._calculateTransform(t,e,r),this._active&&r.length<this._minTouches&&this.reset()},ei.prototype.touchcancel=function(){this.reset()},ei.prototype._calculateTransform=function(e,r,n){n.length>0&&(this._active=!0);var i=Yn(n,r),a=new t.Point(0,0),o=new t.Point(0,0),s=0;for(var l in i){var u=i[l],c=this._touches[l];c&&(a._add(u),o._add(u.sub(c)),s++,i[l]=u)}if(this._touches=i,!(s<this._minTouches)&&o.mag()){var f=o.div(s);if(this._sum._add(f),!(this._sum.mag()<this._clickTolerance))return{around:a.div(s),panDelta:f}}},ei.prototype.enable=function(){this._enabled=!0},ei.prototype.disable=function(){this._enabled=!1,this.reset()},ei.prototype.isEnabled=function(){return this._enabled},ei.prototype.isActive=function(){return this._active};var ri=function(){this.reset()};function ni(t,e,r){for(var n=0;n<t.length;n++)if(t[n].identifier===r)return e[n]}ri.prototype.reset=function(){this._active=!1,delete this._firstTwoTouches},ri.prototype._start=function(t){},ri.prototype._move=function(t,e,r){return{}},ri.prototype.touchstart=function(t,e,r){this._firstTwoTouches||r.length<2||(this._firstTwoTouches=[r[0].identifier,r[1].identifier],this._start([e[0],e[1]]))},ri.prototype.touchmove=function(t,e,r){if(this._firstTwoTouches){t.preventDefault();var n=this._firstTwoTouches,i=n[0],a=n[1],o=ni(r,e,i),s=ni(r,e,a);if(o&&s){var l=this._aroundCenter?null:o.add(s).div(2);return this._move([o,s],l,t)}}},ri.prototype.touchend=function(t,e,n){if(this._firstTwoTouches){var i=this._firstTwoTouches,a=i[0],o=i[1],s=ni(n,e,a),l=ni(n,e,o);s&&l||(this._active&&r.suppressClick(),this.reset())}},ri.prototype.touchcancel=function(){this.reset()},ri.prototype.enable=function(t){this._enabled=!0,this._aroundCenter=!!t&&\"center\"===t.around},ri.prototype.disable=function(){this._enabled=!1,this.reset()},ri.prototype.isEnabled=function(){return this._enabled},ri.prototype.isActive=function(){return this._active};function ii(t,e){return Math.log(t/e)/Math.LN2}var ai=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._distance,delete this._startDistance},e.prototype._start=function(t){this._startDistance=this._distance=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._distance;if(this._distance=t[0].dist(t[1]),this._active||!(Math.abs(ii(this._distance,this._startDistance))<.1))return this._active=!0,{zoomDelta:ii(this._distance,r),pinchAround:e}},e}(ri);function oi(t,e){return 180*t.angleWith(e)/Math.PI}var si=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._minDiameter,delete this._startVector,delete this._vector},e.prototype._start=function(t){this._startVector=this._vector=t[0].sub(t[1]),this._minDiameter=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._vector;if(this._vector=t[0].sub(t[1]),this._active||!this._isBelowThreshold(this._vector))return this._active=!0,{bearingDelta:oi(this._vector,r),pinchAround:e}},e.prototype._isBelowThreshold=function(t){this._minDiameter=Math.min(this._minDiameter,t.mag());var e=25/(Math.PI*this._minDiameter)*360,r=oi(t,this._startVector);return Math.abs(r)<e},e}(ri);function li(t){return Math.abs(t.y)>Math.abs(t.x)}var ui=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),this._valid=void 0,delete this._firstMove,delete this._lastPoints},e.prototype._start=function(t){this._lastPoints=t,li(t[0].sub(t[1]))&&(this._valid=!1)},e.prototype._move=function(t,e,r){var n=t[0].sub(this._lastPoints[0]),i=t[1].sub(this._lastPoints[1]);if(this._valid=this.gestureBeginsVertically(n,i,r.timeStamp),this._valid)return this._lastPoints=t,this._active=!0,{pitchDelta:(n.y+i.y)/2*-.5}},e.prototype.gestureBeginsVertically=function(t,e,r){if(void 0!==this._valid)return this._valid;var n=t.mag()>=2,i=e.mag()>=2;if(n||i){if(!n||!i)return void 0===this._firstMove&&(this._firstMove=r),r-this._firstMove<100&&void 0;var a=t.y>0==e.y>0;return li(t)&&li(e)&&a}},e}(ri),ci={panStep:100,bearingStep:15,pitchStep:10},fi=function(){var t=ci;this._panStep=t.panStep,this._bearingStep=t.bearingStep,this._pitchStep=t.pitchStep};function hi(t){return t*(2-t)}fi.prototype.reset=function(){this._active=!1},fi.prototype.keydown=function(t){var e=this;if(!(t.altKey||t.ctrlKey||t.metaKey)){var r=0,n=0,i=0,a=0,o=0;switch(t.keyCode){case 61:case 107:case 171:case 187:r=1;break;case 189:case 109:case 173:r=-1;break;case 37:t.shiftKey?n=-1:(t.preventDefault(),a=-1);break;case 39:t.shiftKey?n=1:(t.preventDefault(),a=1);break;case 38:t.shiftKey?i=1:(t.preventDefault(),o=-1);break;case 40:t.shiftKey?i=-1:(t.preventDefault(),o=1);break;default:return}return{cameraAnimation:function(s){var l=s.getZoom();s.easeTo({duration:300,easeId:\"keyboardHandler\",easing:hi,zoom:r?Math.round(l)+r*(t.shiftKey?2:1):l,bearing:s.getBearing()+n*e._bearingStep,pitch:s.getPitch()+i*e._pitchStep,offset:[-a*e._panStep,-o*e._panStep],center:s.getCenter()},{originalEvent:t})}}}},fi.prototype.enable=function(){this._enabled=!0},fi.prototype.disable=function(){this._enabled=!1,this.reset()},fi.prototype.isEnabled=function(){return this._enabled},fi.prototype.isActive=function(){return this._active};var pi=4.000244140625,di=function(e,r){this._map=e,this._el=e.getCanvasContainer(),this._handler=r,this._delta=0,this._defaultZoomRate=.01,this._wheelZoomRate=.0022222222222222222,t.bindAll([\"_onWheel\",\"_onTimeout\",\"_onScrollFrame\",\"_onScrollFinished\"],this)};di.prototype.setZoomRate=function(t){this._defaultZoomRate=t},di.prototype.setWheelZoomRate=function(t){this._wheelZoomRate=t},di.prototype.isEnabled=function(){return!!this._enabled},di.prototype.isActive=function(){return!!this._active||void 0!==this._finishTimeout},di.prototype.isZooming=function(){return!!this._zooming},di.prototype.enable=function(t){this.isEnabled()||(this._enabled=!0,this._aroundCenter=t&&\"center\"===t.around)},di.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},di.prototype.wheel=function(e){if(this.isEnabled()){var r=e.deltaMode===t.window.WheelEvent.DOM_DELTA_LINE?40*e.deltaY:e.deltaY,n=t.browser.now(),i=n-(this._lastWheelEventTime||0);this._lastWheelEventTime=n,0!==r&&r%pi==0?this._type=\"wheel\":0!==r&&Math.abs(r)<4?this._type=\"trackpad\":i>400?(this._type=null,this._lastValue=r,this._timeout=setTimeout(this._onTimeout,40,e)):this._type||(this._type=Math.abs(i*r)<200?\"trackpad\":\"wheel\",this._timeout&&(clearTimeout(this._timeout),this._timeout=null,r+=this._lastValue)),e.shiftKey&&r&&(r/=4),this._type&&(this._lastWheelEvent=e,this._delta-=r,this._active||this._start(e)),e.preventDefault()}},di.prototype._onTimeout=function(t){this._type=\"wheel\",this._delta-=this._lastValue,this._active||this._start(t)},di.prototype._start=function(e){if(this._delta){this._frameId&&(this._frameId=null),this._active=!0,this.isZooming()||(this._zooming=!0),this._finishTimeout&&(clearTimeout(this._finishTimeout),delete this._finishTimeout);var n=r.mousePos(this._el,e);this._around=t.LngLat.convert(this._aroundCenter?this._map.getCenter():this._map.unproject(n)),this._aroundPoint=this._map.transform.locationPoint(this._around),this._frameId||(this._frameId=!0,this._handler._triggerRenderFrame())}},di.prototype.renderFrame=function(){return this._onScrollFrame()},di.prototype._onScrollFrame=function(){var e=this;if(this._frameId&&(this._frameId=null,this.isActive())){var r=this._map.transform;if(0!==this._delta){var n=\"wheel\"===this._type&&Math.abs(this._delta)>pi?this._wheelZoomRate:this._defaultZoomRate,i=2/(1+Math.exp(-Math.abs(this._delta*n)));this._delta<0&&0!==i&&(i=1/i);var a=\"number\"==typeof this._targetZoom?r.zoomScale(this._targetZoom):r.scale;this._targetZoom=Math.min(r.maxZoom,Math.max(r.minZoom,r.scaleZoom(a*i))),\"wheel\"===this._type&&(this._startZoom=r.zoom,this._easing=this._smoothOutEasing(200)),this._delta=0}var o,s=\"number\"==typeof this._targetZoom?this._targetZoom:r.zoom,l=this._startZoom,u=this._easing,c=!1;if(\"wheel\"===this._type&&l&&u){var f=Math.min((t.browser.now()-this._lastWheelEventTime)/200,1),h=u(f);o=t.number(l,s,h),f<1?this._frameId||(this._frameId=!0):c=!0}else o=s,c=!0;return this._active=!0,c&&(this._active=!1,this._finishTimeout=setTimeout((function(){e._zooming=!1,e._handler._triggerRenderFrame(),delete e._targetZoom,delete e._finishTimeout}),200)),{noInertia:!0,needsRenderFrame:!c,zoomDelta:o-r.zoom,around:this._aroundPoint,originalEvent:this._lastWheelEvent}}},di.prototype._smoothOutEasing=function(e){var r=t.ease;if(this._prevEase){var n=this._prevEase,i=(t.browser.now()-n.start)/n.duration,a=n.easing(i+.01)-n.easing(i),o=.27/Math.sqrt(a*a+1e-4)*.01,s=Math.sqrt(.0729-o*o);r=t.bezier(o,s,.25,1)}return this._prevEase={start:t.browser.now(),duration:e,easing:r},r},di.prototype.reset=function(){this._active=!1};var vi=function(t,e){this._clickZoom=t,this._tapZoom=e};vi.prototype.enable=function(){this._clickZoom.enable(),this._tapZoom.enable()},vi.prototype.disable=function(){this._clickZoom.disable(),this._tapZoom.disable()},vi.prototype.isEnabled=function(){return this._clickZoom.isEnabled()&&this._tapZoom.isEnabled()},vi.prototype.isActive=function(){return this._clickZoom.isActive()||this._tapZoom.isActive()};var gi=function(){this.reset()};gi.prototype.reset=function(){this._active=!1},gi.prototype.dblclick=function(t,e){return t.preventDefault(),{cameraAnimation:function(r){r.easeTo({duration:300,zoom:r.getZoom()+(t.shiftKey?-1:1),around:r.unproject(e)},{originalEvent:t})}}},gi.prototype.enable=function(){this._enabled=!0},gi.prototype.disable=function(){this._enabled=!1,this.reset()},gi.prototype.isEnabled=function(){return this._enabled},gi.prototype.isActive=function(){return this._active};var yi=function(){this._tap=new Xn({numTouches:1,numTaps:1}),this.reset()};yi.prototype.reset=function(){this._active=!1,delete this._swipePoint,delete this._swipeTouch,delete this._tapTime,this._tap.reset()},yi.prototype.touchstart=function(t,e,r){this._swipePoint||(this._tapTime&&t.timeStamp-this._tapTime>500&&this.reset(),this._tapTime?r.length>0&&(this._swipePoint=e[0],this._swipeTouch=r[0].identifier):this._tap.touchstart(t,e,r))},yi.prototype.touchmove=function(t,e,r){if(this._tapTime){if(this._swipePoint){if(r[0].identifier!==this._swipeTouch)return;var n=e[0],i=n.y-this._swipePoint.y;return this._swipePoint=n,t.preventDefault(),this._active=!0,{zoomDelta:i/128}}}else this._tap.touchmove(t,e,r)},yi.prototype.touchend=function(t,e,r){this._tapTime?this._swipePoint&&0===r.length&&this.reset():this._tap.touchend(t,e,r)&&(this._tapTime=t.timeStamp)},yi.prototype.touchcancel=function(){this.reset()},yi.prototype.enable=function(){this._enabled=!0},yi.prototype.disable=function(){this._enabled=!1,this.reset()},yi.prototype.isEnabled=function(){return this._enabled},yi.prototype.isActive=function(){return this._active};var mi=function(t,e,r){this._el=t,this._mousePan=e,this._touchPan=r};mi.prototype.enable=function(t){this._inertiaOptions=t||{},this._mousePan.enable(),this._touchPan.enable(),this._el.classList.add(\"mapboxgl-touch-drag-pan\")},mi.prototype.disable=function(){this._mousePan.disable(),this._touchPan.disable(),this._el.classList.remove(\"mapboxgl-touch-drag-pan\")},mi.prototype.isEnabled=function(){return this._mousePan.isEnabled()&&this._touchPan.isEnabled()},mi.prototype.isActive=function(){return this._mousePan.isActive()||this._touchPan.isActive()};var xi=function(t,e,r){this._pitchWithRotate=t.pitchWithRotate,this._mouseRotate=e,this._mousePitch=r};xi.prototype.enable=function(){this._mouseRotate.enable(),this._pitchWithRotate&&this._mousePitch.enable()},xi.prototype.disable=function(){this._mouseRotate.disable(),this._mousePitch.disable()},xi.prototype.isEnabled=function(){return this._mouseRotate.isEnabled()&&(!this._pitchWithRotate||this._mousePitch.isEnabled())},xi.prototype.isActive=function(){return this._mouseRotate.isActive()||this._mousePitch.isActive()};var bi=function(t,e,r,n){this._el=t,this._touchZoom=e,this._touchRotate=r,this._tapDragZoom=n,this._rotationDisabled=!1,this._enabled=!0};bi.prototype.enable=function(t){this._touchZoom.enable(t),this._rotationDisabled||this._touchRotate.enable(t),this._tapDragZoom.enable(),this._el.classList.add(\"mapboxgl-touch-zoom-rotate\")},bi.prototype.disable=function(){this._touchZoom.disable(),this._touchRotate.disable(),this._tapDragZoom.disable(),this._el.classList.remove(\"mapboxgl-touch-zoom-rotate\")},bi.prototype.isEnabled=function(){return this._touchZoom.isEnabled()&&(this._rotationDisabled||this._touchRotate.isEnabled())&&this._tapDragZoom.isEnabled()},bi.prototype.isActive=function(){return this._touchZoom.isActive()||this._touchRotate.isActive()||this._tapDragZoom.isActive()},bi.prototype.disableRotation=function(){this._rotationDisabled=!0,this._touchRotate.disable()},bi.prototype.enableRotation=function(){this._rotationDisabled=!1,this._touchZoom.isEnabled()&&this._touchRotate.enable()};var _i=function(t){return t.zoom||t.drag||t.pitch||t.rotate},wi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(t.Event);function Ti(t){return t.panDelta&&t.panDelta.mag()||t.zoomDelta||t.bearingDelta||t.pitchDelta}var ki=function(e,n){this._map=e,this._el=this._map.getCanvasContainer(),this._handlers=[],this._handlersById={},this._changes=[],this._inertia=new Bn(e),this._bearingSnap=n.bearingSnap,this._previousActiveHandlers={},this._eventsInProgress={},this._addDefaultHandlers(n),t.bindAll([\"handleEvent\",\"handleWindowEvent\"],this);var i=this._el;this._listeners=[[i,\"touchstart\",{passive:!1}],[i,\"touchmove\",{passive:!1}],[i,\"touchend\",void 0],[i,\"touchcancel\",void 0],[i,\"mousedown\",void 0],[i,\"mousemove\",void 0],[i,\"mouseup\",void 0],[t.window.document,\"mousemove\",{capture:!0}],[t.window.document,\"mouseup\",void 0],[i,\"mouseover\",void 0],[i,\"mouseout\",void 0],[i,\"dblclick\",void 0],[i,\"click\",void 0],[i,\"keydown\",{capture:!1}],[i,\"keyup\",void 0],[i,\"wheel\",{passive:!1}],[i,\"contextmenu\",void 0],[t.window,\"blur\",void 0]];for(var a=0,o=this._listeners;a<o.length;a+=1){var s=o[a],l=s[0],u=s[1],c=s[2];r.addEventListener(l,u,l===t.window.document?this.handleWindowEvent:this.handleEvent,c)}};ki.prototype.destroy=function(){for(var e=0,n=this._listeners;e<n.length;e+=1){var i=n[e],a=i[0],o=i[1],s=i[2];r.removeEventListener(a,o,a===t.window.document?this.handleWindowEvent:this.handleEvent,s)}},ki.prototype._addDefaultHandlers=function(t){var e=this._map,r=e.getCanvasContainer();this._add(\"mapEvent\",new qn(e,t));var n=e.boxZoom=new Zn(e,t);this._add(\"boxZoom\",n);var i=new Jn,a=new gi;e.doubleClickZoom=new vi(a,i),this._add(\"tapZoom\",i),this._add(\"clickZoom\",a);var o=new yi;this._add(\"tapDragZoom\",o);var s=e.touchPitch=new ui;this._add(\"touchPitch\",s);var l=new Qn(t),u=new ti(t);e.dragRotate=new xi(t,l,u),this._add(\"mouseRotate\",l,[\"mousePitch\"]),this._add(\"mousePitch\",u,[\"mouseRotate\"]);var c=new $n(t),f=new ei(t);e.dragPan=new mi(r,c,f),this._add(\"mousePan\",c),this._add(\"touchPan\",f,[\"touchZoom\",\"touchRotate\"]);var h=new si,p=new ai;e.touchZoomRotate=new bi(r,p,h,o),this._add(\"touchRotate\",h,[\"touchPan\",\"touchZoom\"]),this._add(\"touchZoom\",p,[\"touchPan\",\"touchRotate\"]);var d=e.scrollZoom=new di(e,this);this._add(\"scrollZoom\",d,[\"mousePan\"]);var v=e.keyboard=new fi;this._add(\"keyboard\",v),this._add(\"blockableMapEvent\",new Gn(e));for(var g=0,y=[\"boxZoom\",\"doubleClickZoom\",\"tapDragZoom\",\"touchPitch\",\"dragRotate\",\"dragPan\",\"touchZoomRotate\",\"scrollZoom\",\"keyboard\"];g<y.length;g+=1){var m=y[g];t.interactive&&t[m]&&e[m].enable(t[m])}},ki.prototype._add=function(t,e,r){this._handlers.push({handlerName:t,handler:e,allowed:r}),this._handlersById[t]=e},ki.prototype.stop=function(){if(!this._updatingCamera){for(var t=0,e=this._handlers;t<e.length;t+=1)e[t].handler.reset();this._inertia.clear(),this._fireEvents({},{}),this._changes=[]}},ki.prototype.isActive=function(){for(var t=0,e=this._handlers;t<e.length;t+=1)if(e[t].handler.isActive())return!0;return!1},ki.prototype.isZooming=function(){return!!this._eventsInProgress.zoom||this._map.scrollZoom.isZooming()},ki.prototype.isRotating=function(){return!!this._eventsInProgress.rotate},ki.prototype.isMoving=function(){return Boolean(_i(this._eventsInProgress))||this.isZooming()},ki.prototype._blockedByActive=function(t,e,r){for(var n in t)if(n!==r&&(!e||e.indexOf(n)<0))return!0;return!1},ki.prototype.handleWindowEvent=function(t){this.handleEvent(t,t.type+\"Window\")},ki.prototype._getMapTouches=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=i.target;this._el.contains(a)&&e.push(i)}return e},ki.prototype.handleEvent=function(t,e){if(\"blur\"!==t.type){this._updatingCamera=!0;for(var n=\"renderFrame\"===t.type?void 0:t,i={needsRenderFrame:!1},a={},o={},s=t.touches?this._getMapTouches(t.touches):void 0,l=s?r.touchPos(this._el,s):r.mousePos(this._el,t),u=0,c=this._handlers;u<c.length;u+=1){var f=c[u],h=f.handlerName,p=f.handler,d=f.allowed;if(p.isEnabled()){var v=void 0;this._blockedByActive(o,d,h)?p.reset():p[e||t.type]&&(v=p[e||t.type](t,l,s),this.mergeHandlerResult(i,a,v,h,n),v&&v.needsRenderFrame&&this._triggerRenderFrame()),(v||p.isActive())&&(o[h]=p)}}var g={};for(var y in this._previousActiveHandlers)o[y]||(g[y]=n);this._previousActiveHandlers=o,(Object.keys(g).length||Ti(i))&&(this._changes.push([i,a,g]),this._triggerRenderFrame()),(Object.keys(o).length||Ti(i))&&this._map._stop(!0),this._updatingCamera=!1;var m=i.cameraAnimation;m&&(this._inertia.clear(),this._fireEvents({},{}),this._changes=[],m(this._map))}else this.stop()},ki.prototype.mergeHandlerResult=function(e,r,n,i,a){if(n){t.extend(e,n);var o={handlerName:i,originalEvent:n.originalEvent||a};void 0!==n.zoomDelta&&(r.zoom=o),void 0!==n.panDelta&&(r.drag=o),void 0!==n.pitchDelta&&(r.pitch=o),void 0!==n.bearingDelta&&(r.rotate=o)}},ki.prototype._applyChanges=function(){for(var e={},r={},n={},i=0,a=this._changes;i<a.length;i+=1){var o=a[i],s=o[0],l=o[1],u=o[2];s.panDelta&&(e.panDelta=(e.panDelta||new t.Point(0,0))._add(s.panDelta)),s.zoomDelta&&(e.zoomDelta=(e.zoomDelta||0)+s.zoomDelta),s.bearingDelta&&(e.bearingDelta=(e.bearingDelta||0)+s.bearingDelta),s.pitchDelta&&(e.pitchDelta=(e.pitchDelta||0)+s.pitchDelta),void 0!==s.around&&(e.around=s.around),void 0!==s.pinchAround&&(e.pinchAround=s.pinchAround),s.noInertia&&(e.noInertia=s.noInertia),t.extend(r,l),t.extend(n,u)}this._updateMapTransform(e,r,n),this._changes=[]},ki.prototype._updateMapTransform=function(t,e,r){var n=this._map,i=n.transform;if(!Ti(t))return this._fireEvents(e,r);var a=t.panDelta,o=t.zoomDelta,s=t.bearingDelta,l=t.pitchDelta,u=t.around,c=t.pinchAround;void 0!==c&&(u=c),n._stop(!0),u=u||n.transform.centerPoint;var f=i.pointLocation(a?u.sub(a):u);s&&(i.bearing+=s),l&&(i.pitch+=l),o&&(i.zoom+=o),i.setLocationAtPoint(f,u),this._map._update(),t.noInertia||this._inertia.record(t),this._fireEvents(e,r)},ki.prototype._fireEvents=function(e,r){var n=this,i=_i(this._eventsInProgress),a=_i(e),o={};for(var s in e){var l=e[s].originalEvent;this._eventsInProgress[s]||(o[s+\"start\"]=l),this._eventsInProgress[s]=e[s]}for(var u in!i&&a&&this._fireEvent(\"movestart\",a.originalEvent),o)this._fireEvent(u,o[u]);for(var c in e.rotate&&(this._bearingChanged=!0),a&&this._fireEvent(\"move\",a.originalEvent),e){var f=e[c].originalEvent;this._fireEvent(c,f)}var h,p={};for(var d in this._eventsInProgress){var v=this._eventsInProgress[d],g=v.handlerName,y=v.originalEvent;this._handlersById[g].isActive()||(delete this._eventsInProgress[d],h=r[g]||y,p[d+\"end\"]=h)}for(var m in p)this._fireEvent(m,p[m]);var x=_i(this._eventsInProgress);if((i||a)&&!x){this._updatingCamera=!0;var b=this._inertia._onMoveEnd(this._map.dragPan._inertiaOptions),_=function(t){return 0!==t&&-n._bearingSnap<t&&t<n._bearingSnap};b?(_(b.bearing||this._map.getBearing())&&(b.bearing=0),this._map.easeTo(b,{originalEvent:h})):(this._map.fire(new t.Event(\"moveend\",{originalEvent:h})),_(this._map.getBearing())&&this._map.resetNorth()),this._bearingChanged=!1,this._updatingCamera=!1}},ki.prototype._fireEvent=function(e,r){this._map.fire(new t.Event(e,r?{originalEvent:r}:{}))},ki.prototype._triggerRenderFrame=function(){var t=this;void 0===this._frameId&&(this._frameId=this._map._requestRenderFrame((function(e){delete t._frameId,t.handleEvent(new wi(\"renderFrame\",{timeStamp:e})),t._applyChanges()})))};var Ai=function(e){function r(r,n){e.call(this),this._moving=!1,this._zooming=!1,this.transform=r,this._bearingSnap=n.bearingSnap,t.bindAll([\"_renderFrameCallback\"],this)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getCenter=function(){return new t.LngLat(this.transform.center.lng,this.transform.center.lat)},r.prototype.setCenter=function(t,e){return this.jumpTo({center:t},e)},r.prototype.panBy=function(e,r,n){return e=t.Point.convert(e).mult(-1),this.panTo(this.transform.center,t.extend({offset:e},r),n)},r.prototype.panTo=function(e,r,n){return this.easeTo(t.extend({center:e},r),n)},r.prototype.getZoom=function(){return this.transform.zoom},r.prototype.setZoom=function(t,e){return this.jumpTo({zoom:t},e),this},r.prototype.zoomTo=function(e,r,n){return this.easeTo(t.extend({zoom:e},r),n)},r.prototype.zoomIn=function(t,e){return this.zoomTo(this.getZoom()+1,t,e),this},r.prototype.zoomOut=function(t,e){return this.zoomTo(this.getZoom()-1,t,e),this},r.prototype.getBearing=function(){return this.transform.bearing},r.prototype.setBearing=function(t,e){return this.jumpTo({bearing:t},e),this},r.prototype.getPadding=function(){return this.transform.padding},r.prototype.setPadding=function(t,e){return this.jumpTo({padding:t},e),this},r.prototype.rotateTo=function(e,r,n){return this.easeTo(t.extend({bearing:e},r),n)},r.prototype.resetNorth=function(e,r){return this.rotateTo(0,t.extend({duration:1e3},e),r),this},r.prototype.resetNorthPitch=function(e,r){return this.easeTo(t.extend({bearing:0,pitch:0,duration:1e3},e),r),this},r.prototype.snapToNorth=function(t,e){return Math.abs(this.getBearing())<this._bearingSnap?this.resetNorth(t,e):this},r.prototype.getPitch=function(){return this.transform.pitch},r.prototype.setPitch=function(t,e){return this.jumpTo({pitch:t},e),this},r.prototype.cameraForBounds=function(e,r){return e=t.LngLatBounds.convert(e),this._cameraForBoxAndBearing(e.getNorthWest(),e.getSouthEast(),0,r)},r.prototype._cameraForBoxAndBearing=function(e,r,n,i){var a={top:0,bottom:0,right:0,left:0};if(\"number\"==typeof(i=t.extend({padding:a,offset:[0,0],maxZoom:this.transform.maxZoom},i)).padding){var o=i.padding;i.padding={top:o,bottom:o,right:o,left:o}}i.padding=t.extend(a,i.padding);var s=this.transform,l=s.padding,u=s.project(t.LngLat.convert(e)),c=s.project(t.LngLat.convert(r)),f=u.rotate(-n*Math.PI/180),h=c.rotate(-n*Math.PI/180),p=new t.Point(Math.max(f.x,h.x),Math.max(f.y,h.y)),d=new t.Point(Math.min(f.x,h.x),Math.min(f.y,h.y)),v=p.sub(d),g=(s.width-(l.left+l.right+i.padding.left+i.padding.right))/v.x,y=(s.height-(l.top+l.bottom+i.padding.top+i.padding.bottom))/v.y;if(!(y<0||g<0)){var m=Math.min(s.scaleZoom(s.scale*Math.min(g,y)),i.maxZoom),x=t.Point.convert(i.offset),b=(i.padding.left-i.padding.right)/2,_=(i.padding.top-i.padding.bottom)/2,w=new t.Point(x.x+b,x.y+_).mult(s.scale/s.zoomScale(m));return{center:s.unproject(u.add(c).div(2).sub(w)),zoom:m,bearing:n}}t.warnOnce(\"Map cannot fit within canvas with the given bounds, padding, and/or offset.\")},r.prototype.fitBounds=function(t,e,r){return this._fitInternal(this.cameraForBounds(t,e),e,r)},r.prototype.fitScreenCoordinates=function(e,r,n,i,a){return this._fitInternal(this._cameraForBoxAndBearing(this.transform.pointLocation(t.Point.convert(e)),this.transform.pointLocation(t.Point.convert(r)),n,i),i,a)},r.prototype._fitInternal=function(e,r,n){return e?(delete(r=t.extend(e,r)).padding,r.linear?this.easeTo(r,n):this.flyTo(r,n)):this},r.prototype.jumpTo=function(e,r){this.stop();var n=this.transform,i=!1,a=!1,o=!1;return\"zoom\"in e&&n.zoom!==+e.zoom&&(i=!0,n.zoom=+e.zoom),void 0!==e.center&&(n.center=t.LngLat.convert(e.center)),\"bearing\"in e&&n.bearing!==+e.bearing&&(a=!0,n.bearing=+e.bearing),\"pitch\"in e&&n.pitch!==+e.pitch&&(o=!0,n.pitch=+e.pitch),null==e.padding||n.isPaddingEqual(e.padding)||(n.padding=e.padding),this.fire(new t.Event(\"movestart\",r)).fire(new t.Event(\"move\",r)),i&&this.fire(new t.Event(\"zoomstart\",r)).fire(new t.Event(\"zoom\",r)).fire(new t.Event(\"zoomend\",r)),a&&this.fire(new t.Event(\"rotatestart\",r)).fire(new t.Event(\"rotate\",r)).fire(new t.Event(\"rotateend\",r)),o&&this.fire(new t.Event(\"pitchstart\",r)).fire(new t.Event(\"pitch\",r)).fire(new t.Event(\"pitchend\",r)),this.fire(new t.Event(\"moveend\",r))},r.prototype.easeTo=function(e,r){var n=this;this._stop(!1,e.easeId),(!1===(e=t.extend({offset:[0,0],duration:500,easing:t.ease},e)).animate||!e.essential&&t.browser.prefersReducedMotion)&&(e.duration=0);var i=this.transform,a=this.getZoom(),o=this.getBearing(),s=this.getPitch(),l=this.getPadding(),u=\"zoom\"in e?+e.zoom:a,c=\"bearing\"in e?this._normalizeBearing(e.bearing,o):o,f=\"pitch\"in e?+e.pitch:s,h=\"padding\"in e?e.padding:i.padding,p=t.Point.convert(e.offset),d=i.centerPoint.add(p),v=i.pointLocation(d),g=t.LngLat.convert(e.center||v);this._normalizeCenter(g);var y,m,x=i.project(v),b=i.project(g).sub(x),_=i.zoomScale(u-a);e.around&&(y=t.LngLat.convert(e.around),m=i.locationPoint(y));var w={moving:this._moving,zooming:this._zooming,rotating:this._rotating,pitching:this._pitching};return this._zooming=this._zooming||u!==a,this._rotating=this._rotating||o!==c,this._pitching=this._pitching||f!==s,this._padding=!i.isPaddingEqual(h),this._easeId=e.easeId,this._prepareEase(r,e.noMoveStart,w),clearTimeout(this._easeEndTimeoutID),this._ease((function(e){if(n._zooming&&(i.zoom=t.number(a,u,e)),n._rotating&&(i.bearing=t.number(o,c,e)),n._pitching&&(i.pitch=t.number(s,f,e)),n._padding&&(i.interpolatePadding(l,h,e),d=i.centerPoint.add(p)),y)i.setLocationAtPoint(y,m);else{var v=i.zoomScale(i.zoom-a),g=u>a?Math.min(2,_):Math.max(.5,_),w=Math.pow(g,1-e),T=i.unproject(x.add(b.mult(e*w)).mult(v));i.setLocationAtPoint(i.renderWorldCopies?T.wrap():T,d)}n._fireMoveEvents(r)}),(function(t){n._afterEase(r,t)}),e),this},r.prototype._prepareEase=function(e,r,n){void 0===n&&(n={}),this._moving=!0,r||n.moving||this.fire(new t.Event(\"movestart\",e)),this._zooming&&!n.zooming&&this.fire(new t.Event(\"zoomstart\",e)),this._rotating&&!n.rotating&&this.fire(new t.Event(\"rotatestart\",e)),this._pitching&&!n.pitching&&this.fire(new t.Event(\"pitchstart\",e))},r.prototype._fireMoveEvents=function(e){this.fire(new t.Event(\"move\",e)),this._zooming&&this.fire(new t.Event(\"zoom\",e)),this._rotating&&this.fire(new t.Event(\"rotate\",e)),this._pitching&&this.fire(new t.Event(\"pitch\",e))},r.prototype._afterEase=function(e,r){if(!this._easeId||!r||this._easeId!==r){delete this._easeId;var n=this._zooming,i=this._rotating,a=this._pitching;this._moving=!1,this._zooming=!1,this._rotating=!1,this._pitching=!1,this._padding=!1,n&&this.fire(new t.Event(\"zoomend\",e)),i&&this.fire(new t.Event(\"rotateend\",e)),a&&this.fire(new t.Event(\"pitchend\",e)),this.fire(new t.Event(\"moveend\",e))}},r.prototype.flyTo=function(e,r){var n=this;if(!e.essential&&t.browser.prefersReducedMotion){var i=t.pick(e,[\"center\",\"zoom\",\"bearing\",\"pitch\",\"around\"]);return this.jumpTo(i,r)}this.stop(),e=t.extend({offset:[0,0],speed:1.2,curve:1.42,easing:t.ease},e);var a=this.transform,o=this.getZoom(),s=this.getBearing(),l=this.getPitch(),u=this.getPadding(),c=\"zoom\"in e?t.clamp(+e.zoom,a.minZoom,a.maxZoom):o,f=\"bearing\"in e?this._normalizeBearing(e.bearing,s):s,h=\"pitch\"in e?+e.pitch:l,p=\"padding\"in e?e.padding:a.padding,d=a.zoomScale(c-o),v=t.Point.convert(e.offset),g=a.centerPoint.add(v),y=a.pointLocation(g),m=t.LngLat.convert(e.center||y);this._normalizeCenter(m);var x=a.project(y),b=a.project(m).sub(x),_=e.curve,w=Math.max(a.width,a.height),T=w/d,k=b.mag();if(\"minZoom\"in e){var A=t.clamp(Math.min(e.minZoom,o,c),a.minZoom,a.maxZoom),M=w/a.zoomScale(A-o);_=Math.sqrt(M/k*2)}var S=_*_;function E(t){var e=(T*T-w*w+(t?-1:1)*S*S*k*k)/(2*(t?T:w)*S*k);return Math.log(Math.sqrt(e*e+1)-e)}function L(t){return(Math.exp(t)-Math.exp(-t))/2}function C(t){return(Math.exp(t)+Math.exp(-t))/2}var P=E(0),O=function(t){return C(P)/C(P+_*t)},I=function(t){return w*((C(P)*(L(e=P+_*t)/C(e))-L(P))/S)/k;var e},D=(E(1)-P)/_;if(Math.abs(k)<1e-6||!isFinite(D)){if(Math.abs(w-T)<1e-6)return this.easeTo(e,r);var z=T<w?-1:1;D=Math.abs(Math.log(T/w))/_,I=function(){return 0},O=function(t){return Math.exp(z*_*t)}}if(\"duration\"in e)e.duration=+e.duration;else{var R=\"screenSpeed\"in e?+e.screenSpeed/_:+e.speed;e.duration=1e3*D/R}return e.maxDuration&&e.duration>e.maxDuration&&(e.duration=0),this._zooming=!0,this._rotating=s!==f,this._pitching=h!==l,this._padding=!a.isPaddingEqual(p),this._prepareEase(r,!1),this._ease((function(e){var i=e*D,d=1/O(i);a.zoom=1===e?c:o+a.scaleZoom(d),n._rotating&&(a.bearing=t.number(s,f,e)),n._pitching&&(a.pitch=t.number(l,h,e)),n._padding&&(a.interpolatePadding(u,p,e),g=a.centerPoint.add(v));var y=1===e?m:a.unproject(x.add(b.mult(I(i))).mult(d));a.setLocationAtPoint(a.renderWorldCopies?y.wrap():y,g),n._fireMoveEvents(r)}),(function(){return n._afterEase(r)}),e),this},r.prototype.isEasing=function(){return!!this._easeFrameId},r.prototype.stop=function(){return this._stop()},r.prototype._stop=function(t,e){if(this._easeFrameId&&(this._cancelRenderFrame(this._easeFrameId),delete this._easeFrameId,delete this._onEaseFrame),this._onEaseEnd){var r=this._onEaseEnd;delete this._onEaseEnd,r.call(this,e)}if(!t){var n=this.handlers;n&&n.stop()}return this},r.prototype._ease=function(e,r,n){!1===n.animate||0===n.duration?(e(1),r()):(this._easeStart=t.browser.now(),this._easeOptions=n,this._onEaseFrame=e,this._onEaseEnd=r,this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback))},r.prototype._renderFrameCallback=function(){var e=Math.min((t.browser.now()-this._easeStart)/this._easeOptions.duration,1);this._onEaseFrame(this._easeOptions.easing(e)),e<1?this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback):this.stop()},r.prototype._normalizeBearing=function(e,r){e=t.wrap(e,-180,180);var n=Math.abs(e-r);return Math.abs(e-360-r)<n&&(e-=360),Math.abs(e+360-r)<n&&(e+=360),e},r.prototype._normalizeCenter=function(t){var e=this.transform;if(e.renderWorldCopies&&!e.lngRange){var r=t.lng-e.center.lng;t.lng+=r>180?-360:r<-180?360:0}},r}(t.Evented),Mi=function(e){void 0===e&&(e={}),this.options=e,t.bindAll([\"_updateEditLink\",\"_updateData\",\"_updateCompact\"],this)};Mi.prototype.getDefaultPosition=function(){return\"bottom-right\"},Mi.prototype.onAdd=function(t){var e=this.options&&this.options.compact;return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-attrib\"),this._innerContainer=r.create(\"div\",\"mapboxgl-ctrl-attrib-inner\",this._container),e&&this._container.classList.add(\"mapboxgl-compact\"),this._updateAttributions(),this._updateEditLink(),this._map.on(\"styledata\",this._updateData),this._map.on(\"sourcedata\",this._updateData),this._map.on(\"moveend\",this._updateEditLink),void 0===e&&(this._map.on(\"resize\",this._updateCompact),this._updateCompact()),this._container},Mi.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"styledata\",this._updateData),this._map.off(\"sourcedata\",this._updateData),this._map.off(\"moveend\",this._updateEditLink),this._map.off(\"resize\",this._updateCompact),this._map=void 0,this._attribHTML=void 0},Mi.prototype._updateEditLink=function(){var e=this._editLink;e||(e=this._editLink=this._container.querySelector(\".mapbox-improve-map\"));var r=[{key:\"owner\",value:this.styleOwner},{key:\"id\",value:this.styleId},{key:\"access_token\",value:this._map._requestManager._customAccessToken||t.config.ACCESS_TOKEN}];if(e){var n=r.reduce((function(t,e,n){return e.value&&(t+=e.key+\"=\"+e.value+(n<r.length-1?\"&\":\"\")),t}),\"?\");e.href=t.config.FEEDBACK_URL+\"/\"+n+(this._map._hash?this._map._hash.getHashString(!0):\"\"),e.rel=\"noopener nofollow\"}},Mi.prototype._updateData=function(t){!t||\"metadata\"!==t.sourceDataType&&\"style\"!==t.dataType||(this._updateAttributions(),this._updateEditLink())},Mi.prototype._updateAttributions=function(){if(this._map.style){var t=[];if(this.options.customAttribution&&(Array.isArray(this.options.customAttribution)?t=t.concat(this.options.customAttribution.map((function(t){return\"string\"!=typeof t?\"\":t}))):\"string\"==typeof this.options.customAttribution&&t.push(this.options.customAttribution)),this._map.style.stylesheet){var e=this._map.style.stylesheet;this.styleOwner=e.owner,this.styleId=e.id}var r=this._map.style.sourceCaches;for(var n in r){var i=r[n];if(i.used){var a=i.getSource();a.attribution&&t.indexOf(a.attribution)<0&&t.push(a.attribution)}}t.sort((function(t,e){return t.length-e.length}));var o=(t=t.filter((function(e,r){for(var n=r+1;n<t.length;n++)if(t[n].indexOf(e)>=0)return!1;return!0}))).join(\" | \");o!==this._attribHTML&&(this._attribHTML=o,t.length?(this._innerContainer.innerHTML=o,this._container.classList.remove(\"mapboxgl-attrib-empty\")):this._container.classList.add(\"mapboxgl-attrib-empty\"),this._editLink=null)}},Mi.prototype._updateCompact=function(){this._map.getCanvasContainer().offsetWidth<=640?this._container.classList.add(\"mapboxgl-compact\"):this._container.classList.remove(\"mapboxgl-compact\")};var Si=function(){t.bindAll([\"_updateLogo\"],this),t.bindAll([\"_updateCompact\"],this)};Si.prototype.onAdd=function(t){this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl\");var e=r.create(\"a\",\"mapboxgl-ctrl-logo\");return e.target=\"_blank\",e.rel=\"noopener nofollow\",e.href=\"https://www.mapbox.com/\",e.setAttribute(\"aria-label\",this._map._getUIString(\"LogoControl.Title\")),e.setAttribute(\"rel\",\"noopener nofollow\"),this._container.appendChild(e),this._container.style.display=\"none\",this._map.on(\"sourcedata\",this._updateLogo),this._updateLogo(),this._map.on(\"resize\",this._updateCompact),this._updateCompact(),this._container},Si.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"sourcedata\",this._updateLogo),this._map.off(\"resize\",this._updateCompact)},Si.prototype.getDefaultPosition=function(){return\"bottom-left\"},Si.prototype._updateLogo=function(t){t&&\"metadata\"!==t.sourceDataType||(this._container.style.display=this._logoRequired()?\"block\":\"none\")},Si.prototype._logoRequired=function(){if(this._map.style){var t=this._map.style.sourceCaches;for(var e in t)if(t[e].getSource().mapbox_logo)return!0;return!1}},Si.prototype._updateCompact=function(){var t=this._container.children;if(t.length){var e=t[0];this._map.getCanvasContainer().offsetWidth<250?e.classList.add(\"mapboxgl-compact\"):e.classList.remove(\"mapboxgl-compact\")}};var Ei=function(){this._queue=[],this._id=0,this._cleared=!1,this._currentlyRunning=!1};Ei.prototype.add=function(t){var e=++this._id;return this._queue.push({callback:t,id:e,cancelled:!1}),e},Ei.prototype.remove=function(t){for(var e=this._currentlyRunning,r=0,n=e?this._queue.concat(e):this._queue;r<n.length;r+=1){var i=n[r];if(i.id===t)return void(i.cancelled=!0)}},Ei.prototype.run=function(t){void 0===t&&(t=0);var e=this._currentlyRunning=this._queue;this._queue=[];for(var r=0,n=e;r<n.length;r+=1){var i=n[r];if(!i.cancelled&&(i.callback(t),this._cleared))break}this._cleared=!1,this._currentlyRunning=!1},Ei.prototype.clear=function(){this._currentlyRunning&&(this._cleared=!0),this._queue=[]};var Li={\"FullscreenControl.Enter\":\"Enter fullscreen\",\"FullscreenControl.Exit\":\"Exit fullscreen\",\"GeolocateControl.FindMyLocation\":\"Find my location\",\"GeolocateControl.LocationNotAvailable\":\"Location not available\",\"LogoControl.Title\":\"Mapbox logo\",\"NavigationControl.ResetBearing\":\"Reset bearing to north\",\"NavigationControl.ZoomIn\":\"Zoom in\",\"NavigationControl.ZoomOut\":\"Zoom out\",\"ScaleControl.Feet\":\"ft\",\"ScaleControl.Meters\":\"m\",\"ScaleControl.Kilometers\":\"km\",\"ScaleControl.Miles\":\"mi\",\"ScaleControl.NauticalMiles\":\"nm\"},Ci=t.window.HTMLImageElement,Pi=t.window.HTMLElement,Oi=t.window.ImageBitmap,Ii=60,Di={center:[0,0],zoom:0,bearing:0,pitch:0,minZoom:-2,maxZoom:22,minPitch:0,maxPitch:Ii,interactive:!0,scrollZoom:!0,boxZoom:!0,dragRotate:!0,dragPan:!0,keyboard:!0,doubleClickZoom:!0,touchZoomRotate:!0,touchPitch:!0,bearingSnap:7,clickTolerance:3,pitchWithRotate:!0,hash:!1,attributionControl:!0,failIfMajorPerformanceCaveat:!1,preserveDrawingBuffer:!1,trackResize:!0,renderWorldCopies:!0,refreshExpiredTiles:!0,maxTileCacheSize:null,localIdeographFontFamily:\"sans-serif\",transformRequest:null,accessToken:null,fadeDuration:300,crossSourceCollisions:!0},zi=function(n){function i(e){var r=this;if(null!=(e=t.extend({},Di,e)).minZoom&&null!=e.maxZoom&&e.minZoom>e.maxZoom)throw new Error(\"maxZoom must be greater than or equal to minZoom\");if(null!=e.minPitch&&null!=e.maxPitch&&e.minPitch>e.maxPitch)throw new Error(\"maxPitch must be greater than or equal to minPitch\");if(null!=e.minPitch&&e.minPitch<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(null!=e.maxPitch&&e.maxPitch>Ii)throw new Error(\"maxPitch must be less than or equal to 60\");var i=new Cn(e.minZoom,e.maxZoom,e.minPitch,e.maxPitch,e.renderWorldCopies);if(n.call(this,i,e),this._interactive=e.interactive,this._maxTileCacheSize=e.maxTileCacheSize,this._failIfMajorPerformanceCaveat=e.failIfMajorPerformanceCaveat,this._preserveDrawingBuffer=e.preserveDrawingBuffer,this._antialias=e.antialias,this._trackResize=e.trackResize,this._bearingSnap=e.bearingSnap,this._refreshExpiredTiles=e.refreshExpiredTiles,this._fadeDuration=e.fadeDuration,this._crossSourceCollisions=e.crossSourceCollisions,this._crossFadingFactor=1,this._collectResourceTiming=e.collectResourceTiming,this._renderTaskQueue=new Ei,this._controls=[],this._mapId=t.uniqueId(),this._locale=t.extend({},Li,e.locale),this._requestManager=new t.RequestManager(e.transformRequest,e.accessToken),\"string\"==typeof e.container){if(this._container=t.window.document.getElementById(e.container),!this._container)throw new Error(\"Container '\"+e.container+\"' not found.\")}else{if(!(e.container instanceof Pi))throw new Error(\"Invalid type: 'container' must be a String or HTMLElement.\");this._container=e.container}if(e.maxBounds&&this.setMaxBounds(e.maxBounds),t.bindAll([\"_onWindowOnline\",\"_onWindowResize\",\"_contextLost\",\"_contextRestored\"],this),this._setupContainer(),this._setupPainter(),void 0===this.painter)throw new Error(\"Failed to initialize WebGL.\");this.on(\"move\",(function(){return r._update(!1)})),this.on(\"moveend\",(function(){return r._update(!1)})),this.on(\"zoom\",(function(){return r._update(!0)})),void 0!==t.window&&(t.window.addEventListener(\"online\",this._onWindowOnline,!1),t.window.addEventListener(\"resize\",this._onWindowResize,!1)),this.handlers=new ki(this,e);var a=\"string\"==typeof e.hash&&e.hash||void 0;this._hash=e.hash&&new On(a).addTo(this),this._hash&&this._hash._onHashChange()||(this.jumpTo({center:e.center,zoom:e.zoom,bearing:e.bearing,pitch:e.pitch}),e.bounds&&(this.resize(),this.fitBounds(e.bounds,t.extend({},e.fitBoundsOptions,{duration:0})))),this.resize(),this._localIdeographFontFamily=e.localIdeographFontFamily,e.style&&this.setStyle(e.style,{localIdeographFontFamily:e.localIdeographFontFamily}),e.attributionControl&&this.addControl(new Mi({customAttribution:e.customAttribution})),this.addControl(new Si,e.logoPosition),this.on(\"style.load\",(function(){r.transform.unmodified&&r.jumpTo(r.style.stylesheet)})),this.on(\"data\",(function(e){r._update(\"style\"===e.dataType),r.fire(new t.Event(e.dataType+\"data\",e))})),this.on(\"dataloading\",(function(e){r.fire(new t.Event(e.dataType+\"dataloading\",e))}))}n&&(i.__proto__=n),i.prototype=Object.create(n&&n.prototype),i.prototype.constructor=i;var a={showTileBoundaries:{configurable:!0},showPadding:{configurable:!0},showCollisionBoxes:{configurable:!0},showOverdrawInspector:{configurable:!0},repaint:{configurable:!0},vertices:{configurable:!0},version:{configurable:!0}};return i.prototype._getMapId=function(){return this._mapId},i.prototype.addControl=function(e,r){if(void 0===r&&e.getDefaultPosition&&(r=e.getDefaultPosition()),void 0===r&&(r=\"top-right\"),!e||!e.onAdd)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.addControl(). Argument must be a control with onAdd and onRemove methods.\")));var n=e.onAdd(this);this._controls.push(e);var i=this._controlPositions[r];return-1!==r.indexOf(\"bottom\")?i.insertBefore(n,i.firstChild):i.appendChild(n),this},i.prototype.removeControl=function(e){if(!e||!e.onRemove)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.removeControl(). Argument must be a control with onAdd and onRemove methods.\")));var r=this._controls.indexOf(e);return r>-1&&this._controls.splice(r,1),e.onRemove(this),this},i.prototype.resize=function(e){var r=this._containerDimensions(),n=r[0],i=r[1];this._resizeCanvas(n,i),this.transform.resize(n,i),this.painter.resize(n,i);var a=!this._moving;return a&&(this.stop(),this.fire(new t.Event(\"movestart\",e)).fire(new t.Event(\"move\",e))),this.fire(new t.Event(\"resize\",e)),a&&this.fire(new t.Event(\"moveend\",e)),this},i.prototype.getBounds=function(){return this.transform.getBounds()},i.prototype.getMaxBounds=function(){return this.transform.getMaxBounds()},i.prototype.setMaxBounds=function(e){return this.transform.setMaxBounds(t.LngLatBounds.convert(e)),this._update()},i.prototype.setMinZoom=function(t){if((t=null==t?-2:t)>=-2&&t<=this.transform.maxZoom)return this.transform.minZoom=t,this._update(),this.getZoom()<t&&this.setZoom(t),this;throw new Error(\"minZoom must be between -2 and the current maxZoom, inclusive\")},i.prototype.getMinZoom=function(){return this.transform.minZoom},i.prototype.setMaxZoom=function(t){if((t=null==t?22:t)>=this.transform.minZoom)return this.transform.maxZoom=t,this._update(),this.getZoom()>t&&this.setZoom(t),this;throw new Error(\"maxZoom must be greater than the current minZoom\")},i.prototype.getMaxZoom=function(){return this.transform.maxZoom},i.prototype.setMinPitch=function(t){if((t=null==t?0:t)<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(t>=0&&t<=this.transform.maxPitch)return this.transform.minPitch=t,this._update(),this.getPitch()<t&&this.setPitch(t),this;throw new Error(\"minPitch must be between 0 and the current maxPitch, inclusive\")},i.prototype.getMinPitch=function(){return this.transform.minPitch},i.prototype.setMaxPitch=function(t){if((t=null==t?Ii:t)>Ii)throw new Error(\"maxPitch must be less than or equal to 60\");if(t>=this.transform.minPitch)return this.transform.maxPitch=t,this._update(),this.getPitch()>t&&this.setPitch(t),this;throw new Error(\"maxPitch must be greater than the current minPitch\")},i.prototype.getMaxPitch=function(){return this.transform.maxPitch},i.prototype.getRenderWorldCopies=function(){return this.transform.renderWorldCopies},i.prototype.setRenderWorldCopies=function(t){return this.transform.renderWorldCopies=t,this._update()},i.prototype.project=function(e){return this.transform.locationPoint(t.LngLat.convert(e))},i.prototype.unproject=function(e){return this.transform.pointLocation(t.Point.convert(e))},i.prototype.isMoving=function(){return this._moving||this.handlers.isMoving()},i.prototype.isZooming=function(){return this._zooming||this.handlers.isZooming()},i.prototype.isRotating=function(){return this._rotating||this.handlers.isRotating()},i.prototype._createDelegatedListener=function(t,e,r){var n,i=this;if(\"mouseenter\"===t||\"mouseover\"===t){var a=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){var o=i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[];o.length?a||(a=!0,r.call(i,new Un(t,i,n.originalEvent,{features:o}))):a=!1},mouseout:function(){a=!1}}}}if(\"mouseleave\"===t||\"mouseout\"===t){var o=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){(i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[]).length?o=!0:o&&(o=!1,r.call(i,new Un(t,i,n.originalEvent)))},mouseout:function(e){o&&(o=!1,r.call(i,new Un(t,i,e.originalEvent)))}}}}return{layer:e,listener:r,delegates:(n={},n[t]=function(t){var n=i.getLayer(e)?i.queryRenderedFeatures(t.point,{layers:[e]}):[];n.length&&(t.features=n,r.call(i,t),delete t.features)},n)}},i.prototype.on=function(t,e,r){if(void 0===r)return n.prototype.on.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in this._delegatedListeners=this._delegatedListeners||{},this._delegatedListeners[t]=this._delegatedListeners[t]||[],this._delegatedListeners[t].push(i),i.delegates)this.on(a,i.delegates[a]);return this},i.prototype.once=function(t,e,r){if(void 0===r)return n.prototype.once.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in i.delegates)this.once(a,i.delegates[a]);return this},i.prototype.off=function(t,e,r){var i=this;if(void 0===r)return n.prototype.off.call(this,t,e);return this._delegatedListeners&&this._delegatedListeners[t]&&function(n){for(var a=n[t],o=0;o<a.length;o++){var s=a[o];if(s.layer===e&&s.listener===r){for(var l in s.delegates)i.off(l,s.delegates[l]);return a.splice(o,1),i}}}(this._delegatedListeners),this},i.prototype.queryRenderedFeatures=function(e,r){if(!this.style)return[];var n;if(void 0!==r||void 0===e||e instanceof t.Point||Array.isArray(e)||(r=e,e=void 0),r=r||{},(e=e||[[0,0],[this.transform.width,this.transform.height]])instanceof t.Point||\"number\"==typeof e[0])n=[t.Point.convert(e)];else{var i=t.Point.convert(e[0]),a=t.Point.convert(e[1]);n=[i,new t.Point(a.x,i.y),a,new t.Point(i.x,a.y),i]}return this.style.queryRenderedFeatures(n,r,this.transform)},i.prototype.querySourceFeatures=function(t,e){return this.style.querySourceFeatures(t,e)},i.prototype.setStyle=function(e,r){return!1!==(r=t.extend({},{localIdeographFontFamily:this._localIdeographFontFamily},r)).diff&&r.localIdeographFontFamily===this._localIdeographFontFamily&&this.style&&e?(this._diffStyle(e,r),this):(this._localIdeographFontFamily=r.localIdeographFontFamily,this._updateStyle(e,r))},i.prototype._getUIString=function(t){var e=this._locale[t];if(null==e)throw new Error(\"Missing UI string '\"+t+\"'\");return e},i.prototype._updateStyle=function(t,e){return this.style&&(this.style.setEventedParent(null),this.style._remove()),t?(this.style=new Ye(this,e||{}),this.style.setEventedParent(this,{style:this.style}),\"string\"==typeof t?this.style.loadURL(t):this.style.loadJSON(t),this):(delete this.style,this)},i.prototype._lazyInitEmptyStyle=function(){this.style||(this.style=new Ye(this,{}),this.style.setEventedParent(this,{style:this.style}),this.style.loadEmpty())},i.prototype._diffStyle=function(e,r){var n=this;if(\"string\"==typeof e){var i=this._requestManager.normalizeStyleURL(e),a=this._requestManager.transformRequest(i,t.ResourceType.Style);t.getJSON(a,(function(e,i){e?n.fire(new t.ErrorEvent(e)):i&&n._updateDiff(i,r)}))}else\"object\"==typeof e&&this._updateDiff(e,r)},i.prototype._updateDiff=function(e,r){try{this.style.setState(e)&&this._update(!0)}catch(n){t.warnOnce(\"Unable to perform style diff: \"+(n.message||n.error||n)+\".  Rebuilding the style from scratch.\"),this._updateStyle(e,r)}},i.prototype.getStyle=function(){if(this.style)return this.style.serialize()},i.prototype.isStyleLoaded=function(){return this.style?this.style.loaded():t.warnOnce(\"There is no style added to the map.\")},i.prototype.addSource=function(t,e){return this._lazyInitEmptyStyle(),this.style.addSource(t,e),this._update(!0)},i.prototype.isSourceLoaded=function(e){var r=this.style&&this.style.sourceCaches[e];if(void 0!==r)return r.loaded();this.fire(new t.ErrorEvent(new Error(\"There is no source with ID '\"+e+\"'\")))},i.prototype.areTilesLoaded=function(){var t=this.style&&this.style.sourceCaches;for(var e in t){var r=t[e]._tiles;for(var n in r){var i=r[n];if(\"loaded\"!==i.state&&\"errored\"!==i.state)return!1}}return!0},i.prototype.addSourceType=function(t,e,r){return this._lazyInitEmptyStyle(),this.style.addSourceType(t,e,r)},i.prototype.removeSource=function(t){return this.style.removeSource(t),this._update(!0)},i.prototype.getSource=function(t){return this.style.getSource(t)},i.prototype.addImage=function(e,r,n){void 0===n&&(n={});var i=n.pixelRatio;void 0===i&&(i=1);var a=n.sdf;void 0===a&&(a=!1);var o=n.stretchX,s=n.stretchY,l=n.content;this._lazyInitEmptyStyle();if(r instanceof Ci||Oi&&r instanceof Oi){var u=t.browser.getImageData(r),c=u.width,f=u.height,h=u.data;this.style.addImage(e,{data:new t.RGBAImage({width:c,height:f},h),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0})}else{if(void 0===r.width||void 0===r.height)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.addImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));var p=r.width,d=r.height,v=r.data,g=r;this.style.addImage(e,{data:new t.RGBAImage({width:p,height:d},new Uint8Array(v)),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0,userImage:g}),g.onAdd&&g.onAdd(this,e)}},i.prototype.updateImage=function(e,r){var n=this.style.getImage(e);if(!n)return this.fire(new t.ErrorEvent(new Error(\"The map has no image with that id. If you are adding a new image use `map.addImage(...)` instead.\")));var i=r instanceof Ci||Oi&&r instanceof Oi?t.browser.getImageData(r):r,a=i.width,o=i.height,s=i.data;if(void 0===a||void 0===o)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.updateImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));if(a!==n.data.width||o!==n.data.height)return this.fire(new t.ErrorEvent(new Error(\"The width and height of the updated image must be that same as the previous version of the image\")));var l=!(r instanceof Ci||Oi&&r instanceof Oi);n.data.replace(s,l),this.style.updateImage(e,n)},i.prototype.hasImage=function(e){return e?!!this.style.getImage(e):(this.fire(new t.ErrorEvent(new Error(\"Missing required image id\"))),!1)},i.prototype.removeImage=function(t){this.style.removeImage(t)},i.prototype.loadImage=function(e,r){t.getImage(this._requestManager.transformRequest(e,t.ResourceType.Image),r)},i.prototype.listImages=function(){return this.style.listImages()},i.prototype.addLayer=function(t,e){return this._lazyInitEmptyStyle(),this.style.addLayer(t,e),this._update(!0)},i.prototype.moveLayer=function(t,e){return this.style.moveLayer(t,e),this._update(!0)},i.prototype.removeLayer=function(t){return this.style.removeLayer(t),this._update(!0)},i.prototype.getLayer=function(t){return this.style.getLayer(t)},i.prototype.setLayerZoomRange=function(t,e,r){return this.style.setLayerZoomRange(t,e,r),this._update(!0)},i.prototype.setFilter=function(t,e,r){return void 0===r&&(r={}),this.style.setFilter(t,e,r),this._update(!0)},i.prototype.getFilter=function(t){return this.style.getFilter(t)},i.prototype.setPaintProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setPaintProperty(t,e,r,n),this._update(!0)},i.prototype.getPaintProperty=function(t,e){return this.style.getPaintProperty(t,e)},i.prototype.setLayoutProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setLayoutProperty(t,e,r,n),this._update(!0)},i.prototype.getLayoutProperty=function(t,e){return this.style.getLayoutProperty(t,e)},i.prototype.setLight=function(t,e){return void 0===e&&(e={}),this._lazyInitEmptyStyle(),this.style.setLight(t,e),this._update(!0)},i.prototype.getLight=function(){return this.style.getLight()},i.prototype.setFeatureState=function(t,e){return this.style.setFeatureState(t,e),this._update()},i.prototype.removeFeatureState=function(t,e){return this.style.removeFeatureState(t,e),this._update()},i.prototype.getFeatureState=function(t){return this.style.getFeatureState(t)},i.prototype.getContainer=function(){return this._container},i.prototype.getCanvasContainer=function(){return this._canvasContainer},i.prototype.getCanvas=function(){return this._canvas},i.prototype._containerDimensions=function(){var t=0,e=0;return this._container&&(t=this._container.clientWidth||400,e=this._container.clientHeight||300),[t,e]},i.prototype._detectMissingCSS=function(){\"rgb(250, 128, 114)\"!==t.window.getComputedStyle(this._missingCSSCanary).getPropertyValue(\"background-color\")&&t.warnOnce(\"This page appears to be missing CSS declarations for Mapbox GL JS, which may cause the map to display incorrectly. Please ensure your page includes mapbox-gl.css, as described in https://www.mapbox.com/mapbox-gl-js/api/.\")},i.prototype._setupContainer=function(){var t=this._container;t.classList.add(\"mapboxgl-map\"),(this._missingCSSCanary=r.create(\"div\",\"mapboxgl-canary\",t)).style.visibility=\"hidden\",this._detectMissingCSS();var e=this._canvasContainer=r.create(\"div\",\"mapboxgl-canvas-container\",t);this._interactive&&e.classList.add(\"mapboxgl-interactive\"),this._canvas=r.create(\"canvas\",\"mapboxgl-canvas\",e),this._canvas.addEventListener(\"webglcontextlost\",this._contextLost,!1),this._canvas.addEventListener(\"webglcontextrestored\",this._contextRestored,!1),this._canvas.setAttribute(\"tabindex\",\"0\"),this._canvas.setAttribute(\"aria-label\",\"Map\");var n=this._containerDimensions();this._resizeCanvas(n[0],n[1]);var i=this._controlContainer=r.create(\"div\",\"mapboxgl-control-container\",t),a=this._controlPositions={};[\"top-left\",\"top-right\",\"bottom-left\",\"bottom-right\"].forEach((function(t){a[t]=r.create(\"div\",\"mapboxgl-ctrl-\"+t,i)}))},i.prototype._resizeCanvas=function(e,r){var n=t.browser.devicePixelRatio||1;this._canvas.width=n*e,this._canvas.height=n*r,this._canvas.style.width=e+\"px\",this._canvas.style.height=r+\"px\"},i.prototype._setupPainter=function(){var r=t.extend({},e.webGLContextAttributes,{failIfMajorPerformanceCaveat:this._failIfMajorPerformanceCaveat,preserveDrawingBuffer:this._preserveDrawingBuffer,antialias:this._antialias||!1}),n=this._canvas.getContext(\"webgl\",r)||this._canvas.getContext(\"experimental-webgl\",r);n?(this.painter=new Mn(n,this.transform),t.webpSupported.testSupport(n)):this.fire(new t.ErrorEvent(new Error(\"Failed to initialize WebGL\")))},i.prototype._contextLost=function(e){e.preventDefault(),this._frame&&(this._frame.cancel(),this._frame=null),this.fire(new t.Event(\"webglcontextlost\",{originalEvent:e}))},i.prototype._contextRestored=function(e){this._setupPainter(),this.resize(),this._update(),this.fire(new t.Event(\"webglcontextrestored\",{originalEvent:e}))},i.prototype.loaded=function(){return!this._styleDirty&&!this._sourcesDirty&&!!this.style&&this.style.loaded()},i.prototype._update=function(t){return this.style?(this._styleDirty=this._styleDirty||t,this._sourcesDirty=!0,this.triggerRepaint(),this):this},i.prototype._requestRenderFrame=function(t){return this._update(),this._renderTaskQueue.add(t)},i.prototype._cancelRenderFrame=function(t){this._renderTaskQueue.remove(t)},i.prototype._render=function(e){var r,n=this,i=0,a=this.painter.context.extTimerQuery;if(this.listens(\"gpu-timing-frame\")&&(r=a.createQueryEXT(),a.beginQueryEXT(a.TIME_ELAPSED_EXT,r),i=t.browser.now()),this.painter.context.setDirty(),this.painter.setBaseState(),this._renderTaskQueue.run(e),!this._removed){var o=!1;if(this.style&&this._styleDirty){this._styleDirty=!1;var s=this.transform.zoom,l=t.browser.now();this.style.zoomHistory.update(s,l);var u=new t.EvaluationParameters(s,{now:l,fadeDuration:this._fadeDuration,zoomHistory:this.style.zoomHistory,transition:this.style.getTransition()}),c=u.crossFadingFactor();1===c&&c===this._crossFadingFactor||(o=!0,this._crossFadingFactor=c),this.style.update(u)}if(this.style&&this._sourcesDirty&&(this._sourcesDirty=!1,this.style._updateSources(this.transform)),this._placementDirty=this.style&&this.style._updatePlacement(this.painter.transform,this.showCollisionBoxes,this._fadeDuration,this._crossSourceCollisions),this.painter.render(this.style,{showTileBoundaries:this.showTileBoundaries,showOverdrawInspector:this._showOverdrawInspector,rotating:this.isRotating(),zooming:this.isZooming(),moving:this.isMoving(),fadeDuration:this._fadeDuration,showPadding:this.showPadding,gpuTiming:!!this.listens(\"gpu-timing-layer\")}),this.fire(new t.Event(\"render\")),this.loaded()&&!this._loaded&&(this._loaded=!0,this.fire(new t.Event(\"load\"))),this.style&&(this.style.hasTransitions()||o)&&(this._styleDirty=!0),this.style&&!this._placementDirty&&this.style._releaseSymbolFadeTiles(),this.listens(\"gpu-timing-frame\")){var f=t.browser.now()-i;a.endQueryEXT(a.TIME_ELAPSED_EXT,r),setTimeout((function(){var e=a.getQueryObjectEXT(r,a.QUERY_RESULT_EXT)/1e6;a.deleteQueryEXT(r),n.fire(new t.Event(\"gpu-timing-frame\",{cpuTime:f,gpuTime:e}))}),50)}if(this.listens(\"gpu-timing-layer\")){var h=this.painter.collectGpuTimers();setTimeout((function(){var e=n.painter.queryGpuTimers(h);n.fire(new t.Event(\"gpu-timing-layer\",{layerTimes:e}))}),50)}return this._sourcesDirty||this._styleDirty||this._placementDirty||this._repaint?this.triggerRepaint():!this.isMoving()&&this.loaded()&&(this._fullyLoaded||(this._fullyLoaded=!0),this.fire(new t.Event(\"idle\"))),this}},i.prototype.remove=function(){this._hash&&this._hash.remove();for(var e=0,r=this._controls;e<r.length;e+=1)r[e].onRemove(this);this._controls=[],this._frame&&(this._frame.cancel(),this._frame=null),this._renderTaskQueue.clear(),this.painter.destroy(),this.handlers.destroy(),delete this.handlers,this.setStyle(null),void 0!==t.window&&(t.window.removeEventListener(\"resize\",this._onWindowResize,!1),t.window.removeEventListener(\"online\",this._onWindowOnline,!1));var n=this.painter.context.gl.getExtension(\"WEBGL_lose_context\");n&&n.loseContext(),Ri(this._canvasContainer),Ri(this._controlContainer),Ri(this._missingCSSCanary),this._container.classList.remove(\"mapboxgl-map\"),this._removed=!0,this.fire(new t.Event(\"remove\"))},i.prototype.triggerRepaint=function(){var e=this;this.style&&!this._frame&&(this._frame=t.browser.frame((function(t){e._frame=null,e._render(t)})))},i.prototype._onWindowOnline=function(){this._update()},i.prototype._onWindowResize=function(t){this._trackResize&&this.resize({originalEvent:t})._update()},a.showTileBoundaries.get=function(){return!!this._showTileBoundaries},a.showTileBoundaries.set=function(t){this._showTileBoundaries!==t&&(this._showTileBoundaries=t,this._update())},a.showPadding.get=function(){return!!this._showPadding},a.showPadding.set=function(t){this._showPadding!==t&&(this._showPadding=t,this._update())},a.showCollisionBoxes.get=function(){return!!this._showCollisionBoxes},a.showCollisionBoxes.set=function(t){this._showCollisionBoxes!==t&&(this._showCollisionBoxes=t,t?this.style._generateCollisionBoxes():this._update())},a.showOverdrawInspector.get=function(){return!!this._showOverdrawInspector},a.showOverdrawInspector.set=function(t){this._showOverdrawInspector!==t&&(this._showOverdrawInspector=t,this._update())},a.repaint.get=function(){return!!this._repaint},a.repaint.set=function(t){this._repaint!==t&&(this._repaint=t,this.triggerRepaint())},a.vertices.get=function(){return!!this._vertices},a.vertices.set=function(t){this._vertices=t,this._update()},i.prototype._setCacheLimits=function(e,r){t.setCacheLimits(e,r)},a.version.get=function(){return t.version},Object.defineProperties(i.prototype,a),i}(Ai);function Ri(t){t.parentNode&&t.parentNode.removeChild(t)}var Fi={showCompass:!0,showZoom:!0,visualizePitch:!1},Bi=function(e){var n=this;this.options=t.extend({},Fi,e),this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this.options.showZoom&&(t.bindAll([\"_setButtonTitle\",\"_updateZoomButtons\"],this),this._zoomInButton=this._createButton(\"mapboxgl-ctrl-zoom-in\",(function(t){return n._map.zoomIn({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomInButton).setAttribute(\"aria-hidden\",!0),this._zoomOutButton=this._createButton(\"mapboxgl-ctrl-zoom-out\",(function(t){return n._map.zoomOut({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomOutButton).setAttribute(\"aria-hidden\",!0)),this.options.showCompass&&(t.bindAll([\"_rotateCompassArrow\"],this),this._compass=this._createButton(\"mapboxgl-ctrl-compass\",(function(t){n.options.visualizePitch?n._map.resetNorthPitch({},{originalEvent:t}):n._map.resetNorth({},{originalEvent:t})})),this._compassIcon=r.create(\"span\",\"mapboxgl-ctrl-icon\",this._compass),this._compassIcon.setAttribute(\"aria-hidden\",!0))};Bi.prototype._updateZoomButtons=function(){var t=this._map.getZoom();this._zoomInButton.disabled=t===this._map.getMaxZoom(),this._zoomOutButton.disabled=t===this._map.getMinZoom()},Bi.prototype._rotateCompassArrow=function(){var t=this.options.visualizePitch?\"scale(\"+1/Math.pow(Math.cos(this._map.transform.pitch*(Math.PI/180)),.5)+\") rotateX(\"+this._map.transform.pitch+\"deg) rotateZ(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\":\"rotate(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\";this._compassIcon.style.transform=t},Bi.prototype.onAdd=function(t){return this._map=t,this.options.showZoom&&(this._setButtonTitle(this._zoomInButton,\"ZoomIn\"),this._setButtonTitle(this._zoomOutButton,\"ZoomOut\"),this._map.on(\"zoom\",this._updateZoomButtons),this._updateZoomButtons()),this.options.showCompass&&(this._setButtonTitle(this._compass,\"ResetBearing\"),this.options.visualizePitch&&this._map.on(\"pitch\",this._rotateCompassArrow),this._map.on(\"rotate\",this._rotateCompassArrow),this._rotateCompassArrow(),this._handler=new Ni(this._map,this._compass,this.options.visualizePitch)),this._container},Bi.prototype.onRemove=function(){r.remove(this._container),this.options.showZoom&&this._map.off(\"zoom\",this._updateZoomButtons),this.options.showCompass&&(this.options.visualizePitch&&this._map.off(\"pitch\",this._rotateCompassArrow),this._map.off(\"rotate\",this._rotateCompassArrow),this._handler.off(),delete this._handler),delete this._map},Bi.prototype._createButton=function(t,e){var n=r.create(\"button\",t,this._container);return n.type=\"button\",n.addEventListener(\"click\",e),n},Bi.prototype._setButtonTitle=function(t,e){var r=this._map._getUIString(\"NavigationControl.\"+e);t.title=r,t.setAttribute(\"aria-label\",r)};var Ni=function(e,n,i){void 0===i&&(i=!1),this._clickTolerance=10,this.element=n,this.mouseRotate=new Qn({clickTolerance:e.dragRotate._mouseRotate._clickTolerance}),this.map=e,i&&(this.mousePitch=new ti({clickTolerance:e.dragRotate._mousePitch._clickTolerance})),t.bindAll([\"mousedown\",\"mousemove\",\"mouseup\",\"touchstart\",\"touchmove\",\"touchend\",\"reset\"],this),r.addEventListener(n,\"mousedown\",this.mousedown),r.addEventListener(n,\"touchstart\",this.touchstart,{passive:!1}),r.addEventListener(n,\"touchmove\",this.touchmove),r.addEventListener(n,\"touchend\",this.touchend),r.addEventListener(n,\"touchcancel\",this.reset)};function ji(e,r,n){if(e=new t.LngLat(e.lng,e.lat),r){var i=new t.LngLat(e.lng-360,e.lat),a=new t.LngLat(e.lng+360,e.lat),o=n.locationPoint(e).distSqr(r);n.locationPoint(i).distSqr(r)<o?e=i:n.locationPoint(a).distSqr(r)<o&&(e=a)}for(;Math.abs(e.lng-n.center.lng)>180;){var s=n.locationPoint(e);if(s.x>=0&&s.y>=0&&s.x<=n.width&&s.y<=n.height)break;e.lng>n.center.lng?e.lng-=360:e.lng+=360}return e}Ni.prototype.down=function(t,e){this.mouseRotate.mousedown(t,e),this.mousePitch&&this.mousePitch.mousedown(t,e),r.disableDrag()},Ni.prototype.move=function(t,e){var r=this.map,n=this.mouseRotate.mousemoveWindow(t,e);if(n&&n.bearingDelta&&r.setBearing(r.getBearing()+n.bearingDelta),this.mousePitch){var i=this.mousePitch.mousemoveWindow(t,e);i&&i.pitchDelta&&r.setPitch(r.getPitch()+i.pitchDelta)}},Ni.prototype.off=function(){var t=this.element;r.removeEventListener(t,\"mousedown\",this.mousedown),r.removeEventListener(t,\"touchstart\",this.touchstart,{passive:!1}),r.removeEventListener(t,\"touchmove\",this.touchmove),r.removeEventListener(t,\"touchend\",this.touchend),r.removeEventListener(t,\"touchcancel\",this.reset),this.offTemp()},Ni.prototype.offTemp=function(){r.enableDrag(),r.removeEventListener(t.window,\"mousemove\",this.mousemove),r.removeEventListener(t.window,\"mouseup\",this.mouseup)},Ni.prototype.mousedown=function(e){this.down(t.extend({},e,{ctrlKey:!0,preventDefault:function(){return e.preventDefault()}}),r.mousePos(this.element,e)),r.addEventListener(t.window,\"mousemove\",this.mousemove),r.addEventListener(t.window,\"mouseup\",this.mouseup)},Ni.prototype.mousemove=function(t){this.move(t,r.mousePos(this.element,t))},Ni.prototype.mouseup=function(t){this.mouseRotate.mouseupWindow(t),this.mousePitch&&this.mousePitch.mouseupWindow(t),this.offTemp()},Ni.prototype.touchstart=function(t){1!==t.targetTouches.length?this.reset():(this._startPos=this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.down({type:\"mousedown\",button:0,ctrlKey:!0,preventDefault:function(){return t.preventDefault()}},this._startPos))},Ni.prototype.touchmove=function(t){1!==t.targetTouches.length?this.reset():(this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.move({preventDefault:function(){return t.preventDefault()}},this._lastPos))},Ni.prototype.touchend=function(t){0===t.targetTouches.length&&this._startPos&&this._lastPos&&this._startPos.dist(this._lastPos)<this._clickTolerance&&this.element.click(),this.reset()},Ni.prototype.reset=function(){this.mouseRotate.reset(),this.mousePitch&&this.mousePitch.reset(),delete this._startPos,delete this._lastPos,this.offTemp()};var Ui={center:\"translate(-50%,-50%)\",top:\"translate(-50%,0)\",\"top-left\":\"translate(0,0)\",\"top-right\":\"translate(-100%,0)\",bottom:\"translate(-50%,-100%)\",\"bottom-left\":\"translate(0,-100%)\",\"bottom-right\":\"translate(-100%,-100%)\",left:\"translate(0,-50%)\",right:\"translate(-100%,-50%)\"};function Vi(t,e,r){var n=t.classList;for(var i in Ui)n.remove(\"mapboxgl-\"+r+\"-anchor-\"+i);n.add(\"mapboxgl-\"+r+\"-anchor-\"+e)}var Hi,qi=function(e){function n(n,i){var a=this;if(e.call(this),(n instanceof t.window.HTMLElement||i)&&(n=t.extend({element:n},i)),t.bindAll([\"_update\",\"_onMove\",\"_onUp\",\"_addDragHandler\",\"_onMapClick\",\"_onKeyPress\"],this),this._anchor=n&&n.anchor||\"center\",this._color=n&&n.color||\"#3FB1CE\",this._draggable=n&&n.draggable||!1,this._state=\"inactive\",this._rotation=n&&n.rotation||0,this._rotationAlignment=n&&n.rotationAlignment||\"auto\",this._pitchAlignment=n&&n.pitchAlignment&&\"auto\"!==n.pitchAlignment?n.pitchAlignment:this._rotationAlignment,n&&n.element)this._element=n.element,this._offset=t.Point.convert(n&&n.offset||[0,0]);else{this._defaultMarker=!0,this._element=r.create(\"div\"),this._element.setAttribute(\"aria-label\",\"Map marker\");var o=r.createNS(\"http://www.w3.org/2000/svg\",\"svg\");o.setAttributeNS(null,\"display\",\"block\"),o.setAttributeNS(null,\"height\",\"41px\"),o.setAttributeNS(null,\"width\",\"27px\"),o.setAttributeNS(null,\"viewBox\",\"0 0 27 41\");var s=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");s.setAttributeNS(null,\"stroke\",\"none\"),s.setAttributeNS(null,\"stroke-width\",\"1\"),s.setAttributeNS(null,\"fill\",\"none\"),s.setAttributeNS(null,\"fill-rule\",\"evenodd\");var l=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");l.setAttributeNS(null,\"fill-rule\",\"nonzero\");var u=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");u.setAttributeNS(null,\"transform\",\"translate(3.0, 29.0)\"),u.setAttributeNS(null,\"fill\",\"#000000\");for(var c=0,f=[{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"9.5\",ry:\"4.77275007\"},{rx:\"8.5\",ry:\"4.29549936\"},{rx:\"7.5\",ry:\"3.81822308\"},{rx:\"6.5\",ry:\"3.34094679\"},{rx:\"5.5\",ry:\"2.86367051\"},{rx:\"4.5\",ry:\"2.38636864\"}];c<f.length;c+=1){var h=f[c],p=r.createNS(\"http://www.w3.org/2000/svg\",\"ellipse\");p.setAttributeNS(null,\"opacity\",\"0.04\"),p.setAttributeNS(null,\"cx\",\"10.5\"),p.setAttributeNS(null,\"cy\",\"5.80029008\"),p.setAttributeNS(null,\"rx\",h.rx),p.setAttributeNS(null,\"ry\",h.ry),u.appendChild(p)}var d=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");d.setAttributeNS(null,\"fill\",this._color);var v=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");v.setAttributeNS(null,\"d\",\"M27,13.5 C27,19.074644 20.250001,27.000002 14.75,34.500002 C14.016665,35.500004 12.983335,35.500004 12.25,34.500002 C6.7499993,27.000002 0,19.222562 0,13.5 C0,6.0441559 6.0441559,0 13.5,0 C20.955844,0 27,6.0441559 27,13.5 Z\"),d.appendChild(v);var g=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");g.setAttributeNS(null,\"opacity\",\"0.25\"),g.setAttributeNS(null,\"fill\",\"#000000\");var y=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");y.setAttributeNS(null,\"d\",\"M13.5,0 C6.0441559,0 0,6.0441559 0,13.5 C0,19.222562 6.7499993,27 12.25,34.5 C13,35.522727 14.016664,35.500004 14.75,34.5 C20.250001,27 27,19.074644 27,13.5 C27,6.0441559 20.955844,0 13.5,0 Z M13.5,1 C20.415404,1 26,6.584596 26,13.5 C26,15.898657 24.495584,19.181431 22.220703,22.738281 C19.945823,26.295132 16.705119,30.142167 13.943359,33.908203 C13.743445,34.180814 13.612715,34.322738 13.5,34.441406 C13.387285,34.322738 13.256555,34.180814 13.056641,33.908203 C10.284481,30.127985 7.4148684,26.314159 5.015625,22.773438 C2.6163816,19.232715 1,15.953538 1,13.5 C1,6.584596 6.584596,1 13.5,1 Z\"),g.appendChild(y);var m=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");m.setAttributeNS(null,\"transform\",\"translate(6.0, 7.0)\"),m.setAttributeNS(null,\"fill\",\"#FFFFFF\");var x=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");x.setAttributeNS(null,\"transform\",\"translate(8.0, 8.0)\");var b=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");b.setAttributeNS(null,\"fill\",\"#000000\"),b.setAttributeNS(null,\"opacity\",\"0.25\"),b.setAttributeNS(null,\"cx\",\"5.5\"),b.setAttributeNS(null,\"cy\",\"5.5\"),b.setAttributeNS(null,\"r\",\"5.4999962\");var _=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");_.setAttributeNS(null,\"fill\",\"#FFFFFF\"),_.setAttributeNS(null,\"cx\",\"5.5\"),_.setAttributeNS(null,\"cy\",\"5.5\"),_.setAttributeNS(null,\"r\",\"5.4999962\"),x.appendChild(b),x.appendChild(_),l.appendChild(u),l.appendChild(d),l.appendChild(g),l.appendChild(m),l.appendChild(x),o.appendChild(l),this._element.appendChild(o),this._offset=t.Point.convert(n&&n.offset||[0,-14])}this._element.classList.add(\"mapboxgl-marker\"),this._element.addEventListener(\"dragstart\",(function(t){t.preventDefault()})),this._element.addEventListener(\"mousedown\",(function(t){t.preventDefault()})),this._element.addEventListener(\"focus\",(function(){var t=a._map.getContainer();t.scrollTop=0,t.scrollLeft=0})),Vi(this._element,this._anchor,\"marker\"),this._popup=null}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(t){return this.remove(),this._map=t,t.getCanvasContainer().appendChild(this._element),t.on(\"move\",this._update),t.on(\"moveend\",this._update),this.setDraggable(this._draggable),this._update(),this._map.on(\"click\",this._onMapClick),this},n.prototype.remove=function(){return this._map&&(this._map.off(\"click\",this._onMapClick),this._map.off(\"move\",this._update),this._map.off(\"moveend\",this._update),this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler),this._map.off(\"mouseup\",this._onUp),this._map.off(\"touchend\",this._onUp),this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),delete this._map),r.remove(this._element),this._popup&&this._popup.remove(),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._popup&&this._popup.setLngLat(this._lngLat),this._update(),this},n.prototype.getElement=function(){return this._element},n.prototype.setPopup=function(t){if(this._popup&&(this._popup.remove(),this._popup=null,this._element.removeEventListener(\"keypress\",this._onKeyPress),this._originalTabIndex||this._element.removeAttribute(\"tabindex\")),t){if(!(\"offset\"in t.options)){var e=13.5,r=Math.sqrt(Math.pow(e,2)/2);t.options.offset=this._defaultMarker?{top:[0,0],\"top-left\":[0,0],\"top-right\":[0,0],bottom:[0,-38.1],\"bottom-left\":[r,-1*(24.6+r)],\"bottom-right\":[-r,-1*(24.6+r)],left:[e,-24.6],right:[-13.5,-24.6]}:this._offset}this._popup=t,this._lngLat&&this._popup.setLngLat(this._lngLat),this._originalTabIndex=this._element.getAttribute(\"tabindex\"),this._originalTabIndex||this._element.setAttribute(\"tabindex\",\"0\"),this._element.addEventListener(\"keypress\",this._onKeyPress)}return this},n.prototype._onKeyPress=function(t){var e=t.code,r=t.charCode||t.keyCode;\"Space\"!==e&&\"Enter\"!==e&&32!==r&&13!==r||this.togglePopup()},n.prototype._onMapClick=function(t){var e=t.originalEvent.target,r=this._element;this._popup&&(e===r||r.contains(e))&&this.togglePopup()},n.prototype.getPopup=function(){return this._popup},n.prototype.togglePopup=function(){var t=this._popup;return t?(t.isOpen()?t.remove():t.addTo(this._map),this):this},n.prototype._update=function(t){if(this._map){this._map.transform.renderWorldCopies&&(this._lngLat=ji(this._lngLat,this._pos,this._map.transform)),this._pos=this._map.project(this._lngLat)._add(this._offset);var e=\"\";\"viewport\"===this._rotationAlignment||\"auto\"===this._rotationAlignment?e=\"rotateZ(\"+this._rotation+\"deg)\":\"map\"===this._rotationAlignment&&(e=\"rotateZ(\"+(this._rotation-this._map.getBearing())+\"deg)\");var n=\"\";\"viewport\"===this._pitchAlignment||\"auto\"===this._pitchAlignment?n=\"rotateX(0deg)\":\"map\"===this._pitchAlignment&&(n=\"rotateX(\"+this._map.getPitch()+\"deg)\"),t&&\"moveend\"!==t.type||(this._pos=this._pos.round()),r.setTransform(this._element,Ui[this._anchor]+\" translate(\"+this._pos.x+\"px, \"+this._pos.y+\"px) \"+n+\" \"+e)}},n.prototype.getOffset=function(){return this._offset},n.prototype.setOffset=function(e){return this._offset=t.Point.convert(e),this._update(),this},n.prototype._onMove=function(e){this._pos=e.point.sub(this._positionDelta),this._lngLat=this._map.unproject(this._pos),this.setLngLat(this._lngLat),this._element.style.pointerEvents=\"none\",\"pending\"===this._state&&(this._state=\"active\",this.fire(new t.Event(\"dragstart\"))),this.fire(new t.Event(\"drag\"))},n.prototype._onUp=function(){this._element.style.pointerEvents=\"auto\",this._positionDelta=null,this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),\"active\"===this._state&&this.fire(new t.Event(\"dragend\")),this._state=\"inactive\"},n.prototype._addDragHandler=function(t){this._element.contains(t.originalEvent.target)&&(t.preventDefault(),this._positionDelta=t.point.sub(this._pos).add(this._offset),this._state=\"pending\",this._map.on(\"mousemove\",this._onMove),this._map.on(\"touchmove\",this._onMove),this._map.once(\"mouseup\",this._onUp),this._map.once(\"touchend\",this._onUp))},n.prototype.setDraggable=function(t){return this._draggable=!!t,this._map&&(t?(this._map.on(\"mousedown\",this._addDragHandler),this._map.on(\"touchstart\",this._addDragHandler)):(this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler))),this},n.prototype.isDraggable=function(){return this._draggable},n.prototype.setRotation=function(t){return this._rotation=t||0,this._update(),this},n.prototype.getRotation=function(){return this._rotation},n.prototype.setRotationAlignment=function(t){return this._rotationAlignment=t||\"auto\",this._update(),this},n.prototype.getRotationAlignment=function(){return this._rotationAlignment},n.prototype.setPitchAlignment=function(t){return this._pitchAlignment=t&&\"auto\"!==t?t:this._rotationAlignment,this._update(),this},n.prototype.getPitchAlignment=function(){return this._pitchAlignment},n}(t.Evented),Gi={positionOptions:{enableHighAccuracy:!1,maximumAge:0,timeout:6e3},fitBoundsOptions:{maxZoom:15},trackUserLocation:!1,showAccuracyCircle:!0,showUserLocation:!0};var Zi=0,Yi=!1,Wi=function(e){function n(r){e.call(this),this.options=t.extend({},Gi,r),t.bindAll([\"_onSuccess\",\"_onError\",\"_onZoom\",\"_finish\",\"_setupUI\",\"_updateCamera\",\"_updateMarker\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.onAdd=function(e){return this._map=e,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),n=this._setupUI,void 0!==Hi?n(Hi):void 0!==t.window.navigator.permissions?t.window.navigator.permissions.query({name:\"geolocation\"}).then((function(t){Hi=\"denied\"!==t.state,n(Hi)})):(Hi=!!t.window.navigator.geolocation,n(Hi)),this._container;var n},n.prototype.onRemove=function(){void 0!==this._geolocationWatchID&&(t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0),this.options.showUserLocation&&this._userLocationDotMarker&&this._userLocationDotMarker.remove(),this.options.showAccuracyCircle&&this._accuracyCircleMarker&&this._accuracyCircleMarker.remove(),r.remove(this._container),this._map.off(\"zoom\",this._onZoom),this._map=void 0,Zi=0,Yi=!1},n.prototype._isOutOfMapMaxBounds=function(t){var e=this._map.getMaxBounds(),r=t.coords;return e&&(r.longitude<e.getWest()||r.longitude>e.getEast()||r.latitude<e.getSouth()||r.latitude>e.getNorth())},n.prototype._setErrorState=function(){switch(this._watchState){case\"WAITING_ACTIVE\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"ACTIVE_LOCK\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\");break;case\"BACKGROUND\":this._watchState=\"BACKGROUND_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\")}},n.prototype._onSuccess=function(e){if(this._map){if(this._isOutOfMapMaxBounds(e))return this._setErrorState(),this.fire(new t.Event(\"outofmaxbounds\",e)),this._updateMarker(),void this._finish();if(this.options.trackUserLocation)switch(this._lastKnownPosition=e,this._watchState){case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"BACKGROUND\":case\"BACKGROUND_ERROR\":this._watchState=\"BACKGROUND\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\")}this.options.showUserLocation&&\"OFF\"!==this._watchState&&this._updateMarker(e),this.options.trackUserLocation&&\"ACTIVE_LOCK\"!==this._watchState||this._updateCamera(e),this.options.showUserLocation&&this._dotElement.classList.remove(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"geolocate\",e)),this._finish()}},n.prototype._updateCamera=function(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude),n=e.coords.accuracy,i=this._map.getBearing(),a=t.extend({bearing:i},this.options.fitBoundsOptions);this._map.fitBounds(r.toBounds(n),a,{geolocateSource:!0})},n.prototype._updateMarker=function(e){if(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude);this._accuracyCircleMarker.setLngLat(r).addTo(this._map),this._userLocationDotMarker.setLngLat(r).addTo(this._map),this._accuracy=e.coords.accuracy,this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()}else this._userLocationDotMarker.remove(),this._accuracyCircleMarker.remove()},n.prototype._updateCircleRadius=function(){var t=this._map._container.clientHeight/2,e=this._map.unproject([0,t]),r=this._map.unproject([1,t]),n=e.distanceTo(r),i=Math.ceil(2*this._accuracy/n);this._circleElement.style.width=i+\"px\",this._circleElement.style.height=i+\"px\"},n.prototype._onZoom=function(){this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()},n.prototype._onError=function(e){if(this._map){if(this.options.trackUserLocation)if(1===e.code){this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.disabled=!0;var r=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.title=r,this._geolocateButton.setAttribute(\"aria-label\",r),void 0!==this._geolocationWatchID&&this._clearWatch()}else{if(3===e.code&&Yi)return;this._setErrorState()}\"OFF\"!==this._watchState&&this.options.showUserLocation&&this._dotElement.classList.add(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"error\",e)),this._finish()}},n.prototype._finish=function(){this._timeoutId&&clearTimeout(this._timeoutId),this._timeoutId=void 0},n.prototype._setupUI=function(e){var n=this;if(this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this._geolocateButton=r.create(\"button\",\"mapboxgl-ctrl-geolocate\",this._container),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._geolocateButton).setAttribute(\"aria-hidden\",!0),this._geolocateButton.type=\"button\",!1===e){t.warnOnce(\"Geolocation support is not available so the GeolocateControl will be disabled.\");var i=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.disabled=!0,this._geolocateButton.title=i,this._geolocateButton.setAttribute(\"aria-label\",i)}else{var a=this._map._getUIString(\"GeolocateControl.FindMyLocation\");this._geolocateButton.title=a,this._geolocateButton.setAttribute(\"aria-label\",a)}this.options.trackUserLocation&&(this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this._watchState=\"OFF\"),this.options.showUserLocation&&(this._dotElement=r.create(\"div\",\"mapboxgl-user-location-dot\"),this._userLocationDotMarker=new qi(this._dotElement),this._circleElement=r.create(\"div\",\"mapboxgl-user-location-accuracy-circle\"),this._accuracyCircleMarker=new qi({element:this._circleElement,pitchAlignment:\"map\"}),this.options.trackUserLocation&&(this._watchState=\"OFF\"),this._map.on(\"zoom\",this._onZoom)),this._geolocateButton.addEventListener(\"click\",this.trigger.bind(this)),this._setup=!0,this.options.trackUserLocation&&this._map.on(\"movestart\",(function(e){var r=e.originalEvent&&\"resize\"===e.originalEvent.type;e.geolocateSource||\"ACTIVE_LOCK\"!==n._watchState||r||(n._watchState=\"BACKGROUND\",n._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\"),n._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),n.fire(new t.Event(\"trackuserlocationend\")))}))},n.prototype.trigger=function(){if(!this._setup)return t.warnOnce(\"Geolocate control triggered before added to a map\"),!1;if(this.options.trackUserLocation){switch(this._watchState){case\"OFF\":this._watchState=\"WAITING_ACTIVE\",this.fire(new t.Event(\"trackuserlocationstart\"));break;case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":case\"BACKGROUND_ERROR\":Zi--,Yi=!1,this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this.fire(new t.Event(\"trackuserlocationend\"));break;case\"BACKGROUND\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._lastKnownPosition&&this._updateCamera(this._lastKnownPosition),this.fire(new t.Event(\"trackuserlocationstart\"))}switch(this._watchState){case\"WAITING_ACTIVE\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_LOCK\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"BACKGROUND\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\");break;case\"BACKGROUND_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\")}if(\"OFF\"===this._watchState&&void 0!==this._geolocationWatchID)this._clearWatch();else if(void 0===this._geolocationWatchID){var e;this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"true\"),++Zi>1?(e={maximumAge:6e5,timeout:0},Yi=!0):(e=this.options.positionOptions,Yi=!1),this._geolocationWatchID=t.window.navigator.geolocation.watchPosition(this._onSuccess,this._onError,e)}}else t.window.navigator.geolocation.getCurrentPosition(this._onSuccess,this._onError,this.options.positionOptions),this._timeoutId=setTimeout(this._finish,1e4);return!0},n.prototype._clearWatch=function(){t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0,this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this.options.showUserLocation&&this._updateMarker(null)},n}(t.Evented),Xi={maxWidth:100,unit:\"metric\"},Ji=function(e){this.options=t.extend({},Xi,e),t.bindAll([\"_onMove\",\"setUnit\"],this)};function Ki(t,e,r){var n=r&&r.maxWidth||100,i=t._container.clientHeight/2,a=t.unproject([0,i]),o=t.unproject([n,i]),s=a.distanceTo(o);if(r&&\"imperial\"===r.unit){var l=3.2808*s;l>5280?$i(e,n,l/5280,t._getUIString(\"ScaleControl.Miles\")):$i(e,n,l,t._getUIString(\"ScaleControl.Feet\"))}else r&&\"nautical\"===r.unit?$i(e,n,s/1852,t._getUIString(\"ScaleControl.NauticalMiles\")):s>=1e3?$i(e,n,s/1e3,t._getUIString(\"ScaleControl.Kilometers\")):$i(e,n,s,t._getUIString(\"ScaleControl.Meters\"))}function $i(t,e,r,n){var i,a,o,s=(i=r,(a=Math.pow(10,(\"\"+Math.floor(i)).length-1))*((o=i/a)>=10?10:o>=5?5:o>=3?3:o>=2?2:o>=1?1:function(t){var e=Math.pow(10,Math.ceil(-Math.log(t)/Math.LN10));return Math.round(t*e)/e}(o))),l=s/r;t.style.width=e*l+\"px\",t.innerHTML=s+\"&nbsp;\"+n}Ji.prototype.getDefaultPosition=function(){return\"bottom-left\"},Ji.prototype._onMove=function(){Ki(this._map,this._container,this.options)},Ji.prototype.onAdd=function(t){return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-scale\",t.getContainer()),this._map.on(\"move\",this._onMove),this._onMove(),this._container},Ji.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"move\",this._onMove),this._map=void 0},Ji.prototype.setUnit=function(t){this.options.unit=t,Ki(this._map,this._container,this.options)};var Qi=function(e){this._fullscreen=!1,e&&e.container&&(e.container instanceof t.window.HTMLElement?this._container=e.container:t.warnOnce(\"Full screen control 'container' must be a DOM element.\")),t.bindAll([\"_onClickFullscreen\",\"_changeIcon\"],this),\"onfullscreenchange\"in t.window.document?this._fullscreenchange=\"fullscreenchange\":\"onmozfullscreenchange\"in t.window.document?this._fullscreenchange=\"mozfullscreenchange\":\"onwebkitfullscreenchange\"in t.window.document?this._fullscreenchange=\"webkitfullscreenchange\":\"onmsfullscreenchange\"in t.window.document&&(this._fullscreenchange=\"MSFullscreenChange\")};Qi.prototype.onAdd=function(e){return this._map=e,this._container||(this._container=this._map.getContainer()),this._controlContainer=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._checkFullscreenSupport()?this._setupUI():(this._controlContainer.style.display=\"none\",t.warnOnce(\"This device does not support fullscreen mode.\")),this._controlContainer},Qi.prototype.onRemove=function(){r.remove(this._controlContainer),this._map=null,t.window.document.removeEventListener(this._fullscreenchange,this._changeIcon)},Qi.prototype._checkFullscreenSupport=function(){return!!(t.window.document.fullscreenEnabled||t.window.document.mozFullScreenEnabled||t.window.document.msFullscreenEnabled||t.window.document.webkitFullscreenEnabled)},Qi.prototype._setupUI=function(){var e=this._fullscreenButton=r.create(\"button\",\"mapboxgl-ctrl-fullscreen\",this._controlContainer);r.create(\"span\",\"mapboxgl-ctrl-icon\",e).setAttribute(\"aria-hidden\",!0),e.type=\"button\",this._updateTitle(),this._fullscreenButton.addEventListener(\"click\",this._onClickFullscreen),t.window.document.addEventListener(this._fullscreenchange,this._changeIcon)},Qi.prototype._updateTitle=function(){var t=this._getTitle();this._fullscreenButton.setAttribute(\"aria-label\",t),this._fullscreenButton.title=t},Qi.prototype._getTitle=function(){return this._map._getUIString(this._isFullscreen()?\"FullscreenControl.Exit\":\"FullscreenControl.Enter\")},Qi.prototype._isFullscreen=function(){return this._fullscreen},Qi.prototype._changeIcon=function(){(t.window.document.fullscreenElement||t.window.document.mozFullScreenElement||t.window.document.webkitFullscreenElement||t.window.document.msFullscreenElement)===this._container!==this._fullscreen&&(this._fullscreen=!this._fullscreen,this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-shrink\"),this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-fullscreen\"),this._updateTitle())},Qi.prototype._onClickFullscreen=function(){this._isFullscreen()?t.window.document.exitFullscreen?t.window.document.exitFullscreen():t.window.document.mozCancelFullScreen?t.window.document.mozCancelFullScreen():t.window.document.msExitFullscreen?t.window.document.msExitFullscreen():t.window.document.webkitCancelFullScreen&&t.window.document.webkitCancelFullScreen():this._container.requestFullscreen?this._container.requestFullscreen():this._container.mozRequestFullScreen?this._container.mozRequestFullScreen():this._container.msRequestFullscreen?this._container.msRequestFullscreen():this._container.webkitRequestFullscreen&&this._container.webkitRequestFullscreen()};var ta={closeButton:!0,closeOnClick:!0,className:\"\",maxWidth:\"240px\"},ea=function(e){function n(r){e.call(this),this.options=t.extend(Object.create(ta),r),t.bindAll([\"_update\",\"_onClose\",\"remove\",\"_onMouseMove\",\"_onMouseUp\",\"_onDrag\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(e){return this._map&&this.remove(),this._map=e,this.options.closeOnClick&&this._map.on(\"click\",this._onClose),this.options.closeOnMove&&this._map.on(\"move\",this._onClose),this._map.on(\"remove\",this.remove),this._update(),this._trackPointer?(this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"mouseup\",this._onMouseUp),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")):this._map.on(\"move\",this._update),this.fire(new t.Event(\"open\")),this},n.prototype.isOpen=function(){return!!this._map},n.prototype.remove=function(){return this._content&&r.remove(this._content),this._container&&(r.remove(this._container),delete this._container),this._map&&(this._map.off(\"move\",this._update),this._map.off(\"move\",this._onClose),this._map.off(\"click\",this._onClose),this._map.off(\"remove\",this.remove),this._map.off(\"mousemove\",this._onMouseMove),this._map.off(\"mouseup\",this._onMouseUp),this._map.off(\"drag\",this._onDrag),delete this._map),this.fire(new t.Event(\"close\")),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._trackPointer=!1,this._update(),this._map&&(this._map.on(\"move\",this._update),this._map.off(\"mousemove\",this._onMouseMove),this._container&&this._container.classList.remove(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.remove(\"mapboxgl-track-pointer\")),this},n.prototype.trackPointer=function(){return this._trackPointer=!0,this._pos=null,this._update(),this._map&&(this._map.off(\"move\",this._update),this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"drag\",this._onDrag),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")),this},n.prototype.getElement=function(){return this._container},n.prototype.setText=function(e){return this.setDOMContent(t.window.document.createTextNode(e))},n.prototype.setHTML=function(e){var r,n=t.window.document.createDocumentFragment(),i=t.window.document.createElement(\"body\");for(i.innerHTML=e;r=i.firstChild;)n.appendChild(r);return this.setDOMContent(n)},n.prototype.getMaxWidth=function(){return this._container&&this._container.style.maxWidth},n.prototype.setMaxWidth=function(t){return this.options.maxWidth=t,this._update(),this},n.prototype.setDOMContent=function(t){return this._createContent(),this._content.appendChild(t),this._update(),this},n.prototype.addClassName=function(t){this._container&&this._container.classList.add(t)},n.prototype.removeClassName=function(t){this._container&&this._container.classList.remove(t)},n.prototype.toggleClassName=function(t){if(this._container)return this._container.classList.toggle(t)},n.prototype._createContent=function(){this._content&&r.remove(this._content),this._content=r.create(\"div\",\"mapboxgl-popup-content\",this._container),this.options.closeButton&&(this._closeButton=r.create(\"button\",\"mapboxgl-popup-close-button\",this._content),this._closeButton.type=\"button\",this._closeButton.setAttribute(\"aria-label\",\"Close popup\"),this._closeButton.innerHTML=\"&#215;\",this._closeButton.addEventListener(\"click\",this._onClose))},n.prototype._onMouseUp=function(t){this._update(t.point)},n.prototype._onMouseMove=function(t){this._update(t.point)},n.prototype._onDrag=function(t){this._update(t.point)},n.prototype._update=function(t){var e=this,n=this._lngLat||this._trackPointer;if(this._map&&n&&this._content&&(this._container||(this._container=r.create(\"div\",\"mapboxgl-popup\",this._map.getContainer()),this._tip=r.create(\"div\",\"mapboxgl-popup-tip\",this._container),this._container.appendChild(this._content),this.options.className&&this.options.className.split(\" \").forEach((function(t){return e._container.classList.add(t)})),this._trackPointer&&this._container.classList.add(\"mapboxgl-popup-track-pointer\")),this.options.maxWidth&&this._container.style.maxWidth!==this.options.maxWidth&&(this._container.style.maxWidth=this.options.maxWidth),this._map.transform.renderWorldCopies&&!this._trackPointer&&(this._lngLat=ji(this._lngLat,this._pos,this._map.transform)),!this._trackPointer||t)){var i=this._pos=this._trackPointer&&t?t:this._map.project(this._lngLat),a=this.options.anchor,o=ra(this.options.offset);if(!a){var s,l=this._container.offsetWidth,u=this._container.offsetHeight;s=i.y+o.bottom.y<u?[\"top\"]:i.y>this._map.transform.height-u?[\"bottom\"]:[],i.x<l/2?s.push(\"left\"):i.x>this._map.transform.width-l/2&&s.push(\"right\"),a=0===s.length?\"bottom\":s.join(\"-\")}var c=i.add(o[a]).round();r.setTransform(this._container,Ui[a]+\" translate(\"+c.x+\"px,\"+c.y+\"px)\"),Vi(this._container,a,\"popup\")}},n.prototype._onClose=function(){this.remove()},n}(t.Evented);function ra(e){if(e){if(\"number\"==typeof e){var r=Math.round(Math.sqrt(.5*Math.pow(e,2)));return{center:new t.Point(0,0),top:new t.Point(0,e),\"top-left\":new t.Point(r,r),\"top-right\":new t.Point(-r,r),bottom:new t.Point(0,-e),\"bottom-left\":new t.Point(r,-r),\"bottom-right\":new t.Point(-r,-r),left:new t.Point(e,0),right:new t.Point(-e,0)}}if(e instanceof t.Point||Array.isArray(e)){var n=t.Point.convert(e);return{center:n,top:n,\"top-left\":n,\"top-right\":n,bottom:n,\"bottom-left\":n,\"bottom-right\":n,left:n,right:n}}return{center:t.Point.convert(e.center||[0,0]),top:t.Point.convert(e.top||[0,0]),\"top-left\":t.Point.convert(e[\"top-left\"]||[0,0]),\"top-right\":t.Point.convert(e[\"top-right\"]||[0,0]),bottom:t.Point.convert(e.bottom||[0,0]),\"bottom-left\":t.Point.convert(e[\"bottom-left\"]||[0,0]),\"bottom-right\":t.Point.convert(e[\"bottom-right\"]||[0,0]),left:t.Point.convert(e.left||[0,0]),right:t.Point.convert(e.right||[0,0])}}return ra(new t.Point(0,0))}var na={version:t.version,supported:e,setRTLTextPlugin:t.setRTLTextPlugin,getRTLTextPluginStatus:t.getRTLTextPluginStatus,Map:zi,NavigationControl:Bi,GeolocateControl:Wi,AttributionControl:Mi,ScaleControl:Ji,FullscreenControl:Qi,Popup:ea,Marker:qi,Style:Ye,LngLat:t.LngLat,LngLatBounds:t.LngLatBounds,Point:t.Point,MercatorCoordinate:t.MercatorCoordinate,Evented:t.Evented,config:t.config,prewarm:function(){jt().acquire(Rt)},clearPrewarmedResources:function(){var t=Bt;t&&(t.isPreloaded()&&1===t.numActive()?(t.release(Rt),Bt=null):console.warn(\"Could not clear WebWorkers since there are active Map instances that still reference it. 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e=[u(t.region,!1)];c.push(e);for(var r=0;r<t.children.length;r++)e.push(h(t.children[r]))}function h(t){for(var e=0;e<t.children.length;e++)f(t.children[e]);return u(t.region,!0)}for(s=0;s<a.children.length;s++)f(a.children[s]);return c.length<=0?{type:\"Polygon\",coordinates:[]}:1==c.length?{type:\"Polygon\",coordinates:c[0]}:{type:\"MultiPolygon\",coordinates:c}}};t.exports=e},87263:function(t,e,r){var n=r(26859);t.exports=function(t,e,r){function i(t,e,n){return{id:r?r.segmentId():-1,start:t,end:e,myFill:{above:n.myFill.above,below:n.myFill.below},otherFill:null}}var a=n.create();function o(t,r){a.insertBefore(t,(function(n){return i=t.isStart,a=t.pt,o=r,s=n.isStart,l=n.pt,u=n.other.pt,(0!==(c=e.pointsCompare(a,l))?c:e.pointsSame(o,u)?0:i!==s?i?1:-1:e.pointAboveOrOnLine(o,s?l:u,s?u:l)?1:-1)<0;var i,a,o,s,l,u,c}))}function s(t,e){var r=function(t,e){var r=n.node({isStart:!0,pt:t.start,seg:t,primary:e,other:null,status:null});return o(r,t.end),r}(t,e);return function(t,e,r){var i=n.node({isStart:!1,pt:e.end,seg:e,primary:r,other:t,status:null});t.other=i,o(i,t.pt)}(r,t,e),r}function l(t,e){var n=i(e,t.seg.end,t.seg);return function(t,e){r&&r.segmentChop(t.seg,e),t.other.remove(),t.seg.end=e,t.other.pt=e,o(t.other,t.pt)}(t,e),s(n,t.primary)}function u(i,o){var s=n.create();function u(t){return s.findTransition((function(r){var n,i,a,o,s,l;return n=t,i=r.ev,a=n.seg.start,o=n.seg.end,s=i.seg.start,l=i.seg.end,(e.pointsCollinear(a,s,l)?e.pointsCollinear(o,s,l)||e.pointAboveOrOnLine(o,s,l)?1:-1:e.pointAboveOrOnLine(a,s,l)?1:-1)>0}))}function c(t,n){var i=t.seg,a=n.seg,o=i.start,s=i.end,u=a.start,c=a.end;r&&r.checkIntersection(i,a);var f=e.linesIntersect(o,s,u,c);if(!1===f){if(!e.pointsCollinear(o,s,u))return!1;if(e.pointsSame(o,c)||e.pointsSame(s,u))return!1;var h=e.pointsSame(o,u),p=e.pointsSame(s,c);if(h&&p)return n;var d=!h&&e.pointBetween(o,u,c),v=!p&&e.pointBetween(s,u,c);if(h)return v?l(n,s):l(t,c),n;d&&(p||(v?l(n,s):l(t,c)),l(n,o))}else 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a=n[t],o=n[i],s=a[a.length-1],l=a[a.length-2],u=o[0],c=o[1];e.pointsCollinear(l,s,u)&&(r&&r.chainRemoveTail(t,s),a.pop(),s=l),e.pointsCollinear(s,u,c)&&(r&&r.chainRemoveHead(i,u),o.shift()),r&&r.chainJoin(t,i),n[t]=a.concat(o),n.splice(i,1)}})),i}},55968:function(t){function e(t,e,r){var n=[];return t.forEach((function(t){var i=(t.myFill.above?8:0)+(t.myFill.below?4:0)+(t.otherFill&&t.otherFill.above?2:0)+(t.otherFill&&t.otherFill.below?1:0);0!==e[i]&&n.push({id:r?r.segmentId():-1,start:t.start,end:t.end,myFill:{above:1===e[i],below:2===e[i]},otherFill:null})})),r&&r.selected(n),n}var r={union:function(t,r){return e(t,[0,2,1,0,2,2,0,0,1,0,1,0,0,0,0,0],r)},intersect:function(t,r){return e(t,[0,0,0,0,0,2,0,2,0,0,1,1,0,2,1,0],r)},difference:function(t,r){return e(t,[0,0,0,0,2,0,2,0,1,1,0,0,0,1,2,0],r)},differenceRev:function(t,r){return e(t,[0,2,1,0,0,0,1,1,0,2,0,2,0,0,0,0],r)},xor:function(t,r){return e(t,[0,2,1,0,2,0,0,1,1,0,0,2,0,1,2,0],r)}};t.exports=r},14847:function(t,e,r){\"use 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t&&(t=x[t]),null!=t&&t&&t.count&&t.color&&t.opacity&&t.positions&&t.positions.length>1&&(t.scaleRatio=[t.scale[0]*t.viewport.width,t.scale[1]*t.viewport.height],r(t),t.after&&t.after(t))}function T(t){if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var e=0,r=0;if(b.groups=x=t.map((function(t,u){var c=x[u];return t?(\"function\"==typeof t?t={after:t}:\"number\"==typeof t[0]&&(t={positions:t}),t=o(t,{color:\"color colors fill\",capSize:\"capSize cap capsize cap-size\",lineWidth:\"lineWidth line-width width line thickness\",opacity:\"opacity alpha\",range:\"range dataBox\",viewport:\"viewport viewBox\",errors:\"errors error\",positions:\"positions position data points\"}),c||(x[u]=c={id:u,scale:null,translate:null,scaleFract:null,translateFract:null,draw:!0},t=s({},m,t)),a(c,t,[{lineWidth:function(t){return.5*+t},capSize:function(t){return.5*+t},opacity:parseFloat,errors:function(t){return t=l(t),r+=t.length,t},positions:function(t,r){return t=l(t,\"float64\"),r.count=Math.floor(t.length/2),r.bounds=n(t,2),r.offset=e,e+=r.count,t}},{color:function(t,e){var r=e.count;if(t||(t=\"transparent\"),!Array.isArray(t)||\"number\"==typeof t[0]){var n=t;t=Array(r);for(var a=0;a<r;a++)t[a]=n}if(t.length<r)throw Error(\"Not enough colors\");for(var o=new Uint8Array(4*r),s=0;s<r;s++){var l=i(t[s],\"uint8\");o.set(l,4*s)}return o},range:function(t,e,r){var n=e.bounds;return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=f(e.scale),e.translateFract=f(e.translate),t},viewport:function(t){var e;return Array.isArray(t)?e={x:t[0],y:t[1],width:t[2]-t[0],height:t[3]-t[1]}:t?(e={x:t.x||t.left||0,y:t.y||t.top||0},t.right?e.width=t.right-e.x:e.width=t.w||t.width||0,t.bottom?e.height=t.bottom-e.y:e.height=t.h||t.height||0):e={x:0,y:0,width:y.drawingBufferWidth,height:y.drawingBufferHeight},e}}]),c):c})),e||r){var h=x.reduce((function(t,e,r){return t+(e?e.count:0)}),0),g=new Float64Array(2*h),_=new Uint8Array(4*h),w=new Float32Array(4*h);x.forEach((function(t,e){if(t){var r=t.positions,n=t.count,i=t.offset,a=t.color,o=t.errors;n&&(_.set(a,4*i),w.set(o,4*i),g.set(r,2*i))}}));var T=c(g);u(T);var k=f(g,T);p(k),d(_),v(w)}}}function k(){u.destroy(),p.destroy(),d.destroy(),v.destroy(),g.destroy()}};var h=[[1,0,0,1,0,0],[1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,1,0,0],[1,0,0,1,0,0],[1,0,-1,0,0,1],[1,0,-1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,1],[1,0,-1,0,0,1],[-1,0,-1,0,0,1],[-1,0,-1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,1],[-1,0,-1,0,0,1],[0,1,1,0,0,0],[0,1,-1,0,0,0],[0,-1,-1,0,0,0],[0,-1,-1,0,0,0],[0,1,1,0,0,0],[0,-1,1,0,0,0],[0,1,0,-1,1,0],[0,1,0,-1,-1,0],[0,1,0,1,-1,0],[0,1,0,1,1,0],[0,1,0,-1,1,0],[0,1,0,1,-1,0],[0,-1,0,-1,1,0],[0,-1,0,-1,-1,0],[0,-1,0,1,-1,0],[0,-1,0,1,1,0],[0,-1,0,-1,1,0],[0,-1,0,1,-1,0]]},46075:function(t,e,r){\"use strict\";var n=r(25075),i=r(21527),a=r(56131),o=r(56068),s=r(71299),l=r(30120),u=r(11474),c=r(54),f=r(57060),h=f.float32,p=f.fract32,d=r(83522),v=r(18863),g=r(6851);function y(t,e){if(!(this instanceof y))return new y(t,e);if(\"function\"==typeof t?(e||(e={}),e.regl=t):e=t,e.length&&(e.positions=e),!(t=e.regl).hasExtension(\"ANGLE_instanced_arrays\"))throw Error(\"regl-error2d: `ANGLE_instanced_arrays` extension should be enabled\");this.gl=t._gl,this.regl=t,this.passes=[],this.shaders=y.shaders.has(t)?y.shaders.get(t):y.shaders.set(t,y.createShaders(t)).get(t),this.update(e)}t.exports=y,y.dashMult=2,y.maxPatternLength=256,y.precisionThreshold=3e6,y.maxPoints=1e4,y.maxLines=2048,y.shaders=new d,y.createShaders=function(t){var e,r=t.buffer({usage:\"static\",type:\"float\",data:[0,1,0,0,1,1,1,0]}),n={primitive:\"triangle strip\",instances:t.prop(\"count\"),count:4,offset:0,uniforms:{miterMode:function(t,e){return\"round\"===e.join?2:1},miterLimit:t.prop(\"miterLimit\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),thickness:t.prop(\"thickness\"),dashTexture:t.prop(\"dashTexture\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),dashLength:t.prop(\"dashLength\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]},depth:t.prop(\"depth\")},blend:{enable:!0,color:[0,0,0,0],equation:{rgb:\"add\",alpha:\"add\"},func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},depth:{enable:function(t,e){return!e.overlay}},stencil:{enable:!1},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\")},i=t(a({vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, aCoordFract, bCoordFract;\\nattribute vec4 color;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvec2 project(vec2 position, vec2 positionFract, vec2 scale, vec2 scaleFract, vec2 translate, vec2 translateFract) {\\n\\t// the order is important\\n\\treturn position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n}\\n\\nvoid main() {\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineOffset = lineTop * 2. - 1.;\\n\\n\\tvec2 diff = (bCoord + bCoordFract - aCoord - aCoordFract);\\n\\ttangent = normalize(diff * scale * viewport.zw);\\n\\tvec2 normal = vec2(-tangent.y, tangent.x);\\n\\n\\tvec2 position = project(aCoord, aCoordFract, scale, scaleFract, translate, translateFract) * lineStart\\n\\t\\t+ project(bCoord, bCoordFract, scale, scaleFract, translate, translateFract) * lineEnd\\n\\n\\t\\t+ thickness * normal * .5 * lineOffset / viewport.zw;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform float dashLength, pixelRatio, thickness, opacity, id;\\nuniform sampler2D dashTexture;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvoid main() {\\n\\tfloat alpha = 1.;\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashLength) * .5 + .25;\\n\\tfloat dash = texture2D(dashTexture, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},aCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8,divisor:1},bCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:16,divisor:1},color:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1}}},n));try{e=t(a({cull:{enable:!0,face:\"back\"},vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, nextCoord, prevCoord;\\nattribute vec4 aColor, bColor;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, translate;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\nuniform float miterLimit, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 tangent;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nconst float REVERSE_THRESHOLD = -.875;\\nconst float MIN_DIFF = 1e-6;\\n\\n// TODO: possible optimizations: avoid overcalculating all for vertices and calc just one instead\\n// TODO: precalculate dot products, normalize things beforehead etc.\\n// TODO: refactor to rectangular algorithm\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nbool isNaN( float val ){\\n  return ( val < 0.0 || 0.0 < val || val == 0.0 ) ? false : true;\\n}\\n\\nvoid main() {\\n\\tvec2 aCoord = aCoord, bCoord = bCoord, prevCoord = prevCoord, nextCoord = nextCoord;\\n\\n  vec2 adjustedScale;\\n  adjustedScale.x = (abs(scale.x) < MIN_DIFF) ? MIN_DIFF : scale.x;\\n  adjustedScale.y = (abs(scale.y) < MIN_DIFF) ? MIN_DIFF : scale.y;\\n\\n  vec2 scaleRatio = adjustedScale * viewport.zw;\\n\\tvec2 normalWidth = thickness / scaleRatio;\\n\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineBot = 1. - lineTop;\\n\\n\\tfragColor = (lineStart * aColor + lineEnd * bColor) / 255.;\\n\\n\\tif (isNaN(aCoord.x) || isNaN(aCoord.y) || isNaN(bCoord.x) || isNaN(bCoord.y)) return;\\n\\n\\tif (aCoord == prevCoord) prevCoord = aCoord + normalize(bCoord - aCoord);\\n\\tif (bCoord == nextCoord) nextCoord = bCoord - normalize(bCoord - aCoord);\\n\\n\\tvec2 prevDiff = aCoord - prevCoord;\\n\\tvec2 currDiff = bCoord - aCoord;\\n\\tvec2 nextDiff = nextCoord - bCoord;\\n\\n\\tvec2 prevTangent = normalize(prevDiff * scaleRatio);\\n\\tvec2 currTangent = normalize(currDiff * scaleRatio);\\n\\tvec2 nextTangent = normalize(nextDiff * scaleRatio);\\n\\n\\tvec2 prevNormal = vec2(-prevTangent.y, prevTangent.x);\\n\\tvec2 currNormal = vec2(-currTangent.y, currTangent.x);\\n\\tvec2 nextNormal = vec2(-nextTangent.y, nextTangent.x);\\n\\n\\tvec2 startJoinDirection = normalize(prevTangent - currTangent);\\n\\tvec2 endJoinDirection = normalize(currTangent - nextTangent);\\n\\n\\t// collapsed/unidirectional segment cases\\n\\t// FIXME: there should be more elegant solution\\n\\tvec2 prevTanDiff = abs(prevTangent - currTangent);\\n\\tvec2 nextTanDiff = abs(nextTangent - currTangent);\\n\\tif (max(prevTanDiff.x, prevTanDiff.y) < MIN_DIFF) {\\n\\t\\tstartJoinDirection = currNormal;\\n\\t}\\n\\tif (max(nextTanDiff.x, nextTanDiff.y) < MIN_DIFF) {\\n\\t\\tendJoinDirection = currNormal;\\n\\t}\\n\\tif (aCoord == bCoord) {\\n\\t\\tendJoinDirection = startJoinDirection;\\n\\t\\tcurrNormal = prevNormal;\\n\\t\\tcurrTangent = prevTangent;\\n\\t}\\n\\n\\ttangent = currTangent;\\n\\n\\t//calculate join shifts relative to normals\\n\\tfloat startJoinShift = dot(currNormal, startJoinDirection);\\n\\tfloat endJoinShift = dot(currNormal, endJoinDirection);\\n\\n\\tfloat startMiterRatio = abs(1. / startJoinShift);\\n\\tfloat endMiterRatio = abs(1. / endJoinShift);\\n\\n\\tvec2 startJoin = startJoinDirection * startMiterRatio;\\n\\tvec2 endJoin = endJoinDirection * endMiterRatio;\\n\\n\\tvec2 startTopJoin, startBotJoin, endTopJoin, endBotJoin;\\n\\tstartTopJoin = sign(startJoinShift) * startJoin * .5;\\n\\tstartBotJoin = -startTopJoin;\\n\\n\\tendTopJoin = sign(endJoinShift) * endJoin * .5;\\n\\tendBotJoin = -endTopJoin;\\n\\n\\tvec2 aTopCoord = aCoord + normalWidth * startTopJoin;\\n\\tvec2 bTopCoord = bCoord + normalWidth * endTopJoin;\\n\\tvec2 aBotCoord = aCoord + normalWidth * startBotJoin;\\n\\tvec2 bBotCoord = bCoord + normalWidth * endBotJoin;\\n\\n\\t//miter anti-clipping\\n\\tfloat baClipping = distToLine(bCoord, aCoord, aBotCoord) / dot(normalize(normalWidth * endBotJoin), normalize(normalWidth.yx * vec2(-startBotJoin.y, startBotJoin.x)));\\n\\tfloat abClipping = distToLine(aCoord, bCoord, bTopCoord) / dot(normalize(normalWidth * startBotJoin), normalize(normalWidth.yx * vec2(-endBotJoin.y, endBotJoin.x)));\\n\\n\\t//prevent close to reverse direction switch\\n\\tbool prevReverse = dot(currTangent, prevTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, prevNormal)) * min(length(prevDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\tbool nextReverse = dot(currTangent, nextTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, nextNormal)) * min(length(nextDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\n\\tif (prevReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * startJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / startMiterRatio, 1.);\\n\\t\\taBotCoord = aCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\taTopCoord = aCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!nextReverse && baClipping > 0. && baClipping < length(normalWidth * endBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\tbTopCoord -= normalWidth * endTopJoin;\\n\\t\\tbTopCoord += normalize(endTopJoin * normalWidth) * baClipping;\\n\\t}\\n\\n\\tif (nextReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * endJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / endMiterRatio, 1.);\\n\\t\\tbBotCoord = bCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\tbTopCoord = bCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!prevReverse && abClipping > 0. && abClipping < length(normalWidth * startBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\taBotCoord -= normalWidth * startBotJoin;\\n\\t\\taBotCoord += normalize(startBotJoin * normalWidth) * abClipping;\\n\\t}\\n\\n\\tvec2 aTopPosition = (aTopCoord) * adjustedScale + translate;\\n\\tvec2 aBotPosition = (aBotCoord) * adjustedScale + translate;\\n\\n\\tvec2 bTopPosition = (bTopCoord) * adjustedScale + translate;\\n\\tvec2 bBotPosition = (bBotCoord) * adjustedScale + translate;\\n\\n\\t//position is normalized 0..1 coord on the screen\\n\\tvec2 position = (aTopPosition * lineTop + aBotPosition * lineBot) * lineStart + (bTopPosition * lineTop + bBotPosition * lineBot) * lineEnd;\\n\\n\\tstartCoord = aCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\tendCoord = bCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\n\\tgl_Position = vec4(position  * 2.0 - 1.0, depth, 1);\\n\\n\\tenableStartMiter = step(dot(currTangent, prevTangent), .5);\\n\\tenableEndMiter = step(dot(currTangent, nextTangent), .5);\\n\\n\\t//bevel miter cutoffs\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n\\n\\t//round miter cutoffs\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * abs(dot(startJoinDirection, currNormal)) * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * abs(dot(endJoinDirection, currNormal)) * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform float dashLength, pixelRatio, thickness, opacity, id, miterMode;\\nuniform sampler2D dashTexture;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nvoid main() {\\n\\tfloat alpha = 1., distToStart, distToEnd;\\n\\tfloat cutoff = thickness * .5;\\n\\n\\t//bevel miter\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToStart + 1., 0.), 1.);\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToEnd + 1., 0.), 1.);\\n\\t\\t}\\n\\t}\\n\\n\\t// round miter\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - startCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - endCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashLength) * .5 + .25;\\n\\tfloat dash = texture2D(dashTexture, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * 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main() {\\n\\tfloat depth = (MAX_LINES - 4. - id) / (MAX_LINES);\\n\\n\\tvec2 position = position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n\\tfragColor.a *= opacity;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n\\tgl_FragColor = 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t=this,e=[],r=arguments.length;r--;)e[r]=arguments[r];return(e.length?e:this.passes).forEach((function(e,r){var n;if(e&&Array.isArray(e))return(n=t).draw.apply(n,e);\"number\"==typeof e&&(e=t.passes[e]),e&&e.count>1&&e.opacity&&(t.regl._refresh(),e.fill&&e.triangles&&e.triangles.length>2&&t.shaders.fill(e),e.thickness&&(e.scale[0]*e.viewport.width>y.precisionThreshold||e.scale[1]*e.viewport.height>y.precisionThreshold||\"rect\"===e.join||!e.join&&(e.thickness<=2||e.count>=y.maxPoints)?t.shaders.rect(e):t.shaders.miter(e)))})),this},y.prototype.update=function(t){var e=this;if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var r=this.regl,o=this.gl;if(t.forEach((function(t,f){var d=e.passes[f];if(void 0!==t)if(null!==t){if(\"number\"==typeof t[0]&&(t={positions:t}),t=s(t,{positions:\"positions points data coords\",thickness:\"thickness lineWidth lineWidths line-width linewidth width stroke-width strokewidth strokeWidth\",join:\"lineJoin linejoin 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Uint8Array})},t=a({},y.defaults,t)),null!=t.thickness&&(d.thickness=parseFloat(t.thickness)),null!=t.opacity&&(d.opacity=parseFloat(t.opacity)),null!=t.miterLimit&&(d.miterLimit=parseFloat(t.miterLimit)),null!=t.overlay&&(d.overlay=!!t.overlay,f<y.maxLines&&(d.depth=2*(y.maxLines-1-f%y.maxLines)/y.maxLines-1)),null!=t.join&&(d.join=t.join),null!=t.hole&&(d.hole=t.hole),null!=t.fill&&(d.fill=t.fill?n(t.fill,\"uint8\"):null),null!=t.viewport&&(d.viewport=v(t.viewport)),d.viewport||(d.viewport=v([o.drawingBufferWidth,o.drawingBufferHeight])),null!=t.close&&(d.close=t.close),null===t.positions&&(t.positions=[]),t.positions){var m,x;if(t.positions.x&&t.positions.y){var b=t.positions.x,_=t.positions.y;x=d.count=Math.max(b.length,_.length),m=new Float64Array(2*x);for(var w=0;w<x;w++)m[2*w]=b[w],m[2*w+1]=_[w]}else m=l(t.positions,\"float64\"),x=d.count=Math.floor(m.length/2);var T=d.bounds=i(m,2);if(d.fill){for(var k=[],A={},M=0,S=0,E=0,L=d.count;S<L;S++){var C=m[2*S],P=m[2*S+1];isNaN(C)||isNaN(P)||null==C||null==P?(C=m[2*M],P=m[2*M+1],A[S]=M):M=S,k[E++]=C,k[E++]=P}if(t.splitNull){d.count-1 in A||(A[d.count]=d.count-1);var O=Object.keys(A).map(Number).sort((function(t,e){return t-e})),I=[],D=0,z=null!=d.hole?d.hole[0]:null;if(null!=z){var R=g(O,(function(t){return t>=z}));(O=O.slice(0,R)).push(z)}for(var F=function(t){var e=k.slice(2*D,2*O[t]).concat(z?k.slice(2*z):[]),r=(d.hole||[]).map((function(e){return e-z+(O[t]-D)})),n=u(e,r);n=n.map((function(e){return e+D+(e+D<O[t]?0:z-O[t])})),I.push.apply(I,n),D=O[t]+1},B=0;B<O.length;B++)F(B);for(var N=0,j=I.length;N<j;N++)null!=A[I[N]]&&(I[N]=A[I[N]]);d.triangles=I}else{for(var U=u(k,d.hole||[]),V=0,H=U.length;V<H;V++)null!=A[U[V]]&&(U[V]=A[U[V]]);d.triangles=U}}var q=new Float64Array(m);c(q,2,T);var G=new Float64Array(2*x+6);d.close?m[0]===m[2*x-2]&&m[1]===m[2*x-1]?(G[0]=q[2*x-4],G[1]=q[2*x-3]):(G[0]=q[2*x-2],G[1]=q[2*x-1]):(G[0]=q[0],G[1]=q[1]),G.set(q,2),d.close?m[0]===m[2*x-2]&&m[1]===m[2*x-1]?(G[2*x+2]=q[2],G[2*x+3]=q[3],d.count-=1):(G[2*x+2]=q[0],G[2*x+3]=q[1],G[2*x+4]=q[2],G[2*x+5]=q[3]):(G[2*x+2]=q[2*x-2],G[2*x+3]=q[2*x-1],G[2*x+4]=q[2*x-2],G[2*x+5]=q[2*x-1]);var Z=h(G);d.positionBuffer(Z);var Y=p(G,Z);d.positionFractBuffer(Y)}if(t.range?d.range=t.range:d.range||(d.range=d.bounds),(t.range||t.positions)&&d.count){var W=d.bounds,X=W[2]-W[0],J=W[3]-W[1],K=d.range[2]-d.range[0],$=d.range[3]-d.range[1];d.scale=[X/K,J/$],d.translate=[-d.range[0]/K+W[0]/K||0,-d.range[1]/$+W[1]/$||0],d.scaleFract=p(d.scale),d.translateFract=p(d.translate)}if(t.dashes){var Q,tt=0;if(!t.dashes||t.dashes.length<2)tt=1,Q=new Uint8Array([255,255,255,255,255,255,255,255]);else{tt=0;for(var et=0;et<t.dashes.length;++et)tt+=t.dashes[et];Q=new Uint8Array(tt*y.dashMult);for(var rt=0,nt=255,it=0;it<2;it++)for(var at=0;at<t.dashes.length;++at){for(var ot=0,st=t.dashes[at]*y.dashMult*.5;ot<st;++ot)Q[rt++]=nt;nt^=255}}d.dashLength=tt,d.dashTexture({channels:1,data:Q,width:Q.length,height:1,mag:\"linear\",min:\"linear\"},0,0)}if(t.color){var lt=d.count,ut=t.color;ut||(ut=\"transparent\");var ct=new Uint8Array(4*lt+4);if(Array.isArray(ut)&&\"number\"!=typeof ut[0]){for(var ft=0;ft<lt;ft++){var ht=n(ut[ft],\"uint8\");ct.set(ht,4*ft)}ct.set(n(ut[0],\"uint8\"),4*lt)}else for(var pt=n(ut,\"uint8\"),dt=0;dt<lt+1;dt++)ct.set(pt,4*dt);d.colorBuffer({usage:\"dynamic\",type:\"uint8\",data:ct})}}else e.passes[f]=null})),t.length<this.passes.length){for(var f=t.length;f<this.passes.length;f++){var d=this.passes[f];d&&(d.colorBuffer.destroy(),d.positionBuffer.destroy(),d.dashTexture.destroy())}this.passes.length=t.length}for(var m=[],x=0;x<this.passes.length;x++)null!==this.passes[x]&&m.push(this.passes[x]);return this.passes=m,this}},y.prototype.destroy=function(){return this.passes.forEach((function(t){t.colorBuffer.destroy(),t.positionBuffer.destroy(),t.dashTexture.destroy()})),this.passes.length=0,this}},11870:function(t,e,r){\"use strict\";function n(t,e){return function(t){if(Array.isArray(t))return t}(t)||function(t,e){var r=null==t?null:\"undefined\"!=typeof Symbol&&t[Symbol.iterator]||t[\"@@iterator\"];if(null!=r){var n,i,a,o,s=[],l=!0,u=!1;try{if(a=(r=r.call(t)).next,0===e){if(Object(r)!==r)return;l=!1}else for(;!(l=(n=a.call(r)).done)&&(s.push(n.value),s.length!==e);l=!0);}catch(t){u=!0,i=t}finally{try{if(!l&&null!=r.return&&(o=r.return(),Object(o)!==o))return}finally{if(u)throw i}}return s}}(t,e)||i(t,e)||function(){throw new TypeError(\"Invalid attempt to destructure non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}()}function i(t,e){if(t){if(\"string\"==typeof t)return a(t,e);var r=Object.prototype.toString.call(t).slice(8,-1);return\"Object\"===r&&t.constructor&&(r=t.constructor.name),\"Map\"===r||\"Set\"===r?Array.from(t):\"Arguments\"===r||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(r)?a(t,e):void 0}}function a(t,e){(null==e||e>t.length)&&(e=t.length);for(var r=0,n=new Array(e);r<e;r++)n[r]=t[r];return n}var o=r(25075),s=r(21527),l=r(6475),u=r(88294),c=r(56131),f=r(56068),h=r(71299),p=r(93447),d=r(30120),v=r(62683),g=r(57060),y=r(18863),m=x;function x(t,e){var r=this;if(!(this instanceof x))return new x(t,e);\"function\"==typeof t?(e||(e={}),e.regl=t):(e=t,t=null),e&&e.length&&(e.positions=e);var n,i=(t=e.regl)._gl,a=[];this.tooManyColors=v,n=t.texture({data:new Uint8Array(1020),width:255,height:1,type:\"uint8\",format:\"rgba\",wrapS:\"clamp\",wrapT:\"clamp\",mag:\"nearest\",min:\"nearest\"}),c(this,{regl:t,gl:i,groups:[],markerCache:[null],markerTextures:[null],palette:a,paletteIds:{},paletteTexture:n,maxColors:255,maxSize:100,canvas:i.canvas}),this.update(e);var o={uniforms:{constPointSize:!!e.constPointSize,opacity:t.prop(\"opacity\"),paletteSize:function(t,e){return[r.tooManyColors?0:255,n.height]},pixelRatio:t.context(\"pixelRatio\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translate:t.prop(\"translate\"),translateFract:t.prop(\"translateFract\"),markerTexture:t.prop(\"markerTexture\"),paletteTexture:n},attributes:{x:function(t,e){return e.xAttr||{buffer:e.positionBuffer,stride:8,offset:0}},y:function(t,e){return e.yAttr||{buffer:e.positionBuffer,stride:8,offset:4}},xFract:function(t,e){return e.xAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:0}},yFract:function(t,e){return e.yAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:4}},size:function(t,e){return e.size.length?{buffer:e.sizeBuffer,stride:2,offset:0}:{constant:[Math.round(255*e.size/r.maxSize)]}},borderSize:function(t,e){return e.borderSize.length?{buffer:e.sizeBuffer,stride:2,offset:1}:{constant:[Math.round(255*e.borderSize/r.maxSize)]}},colorId:function(t,e){return e.color.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:0}:{constant:r.tooManyColors?a.slice(4*e.color,4*e.color+4):[e.color]}},borderColorId:function(t,e){return e.borderColor.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:r.tooManyColors?4:2}:{constant:r.tooManyColors?a.slice(4*e.borderColor,4*e.borderColor+4):[e.borderColor]}},isActive:function(t,e){return!0===e.activation?{constant:[1]}:e.activation?e.activation:{constant:[0]}}},blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\"),stencil:{enable:!1},depth:{enable:!1},elements:t.prop(\"elements\"),count:t.prop(\"count\"),offset:t.prop(\"offset\"),primitive:\"points\"},s=c({},o);s.frag=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform float opacity;\\nuniform sampler2D markerTexture;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nfloat smoothStep(float x, float y) {\\n  return 1.0 / (1.0 + exp(50.0*(x - y)));\\n}\\n\\nvoid main() {\\n  float dist = texture2D(markerTexture, gl_PointCoord).r, delta = fragWidth;\\n\\n  // max-distance alpha\\n  if (dist < 0.003) discard;\\n\\n  // null-border case\\n  if (fragBorderColorLevel == fragColorLevel || fragBorderColor.a == 0.) {\\n    float colorAmt = smoothstep(.5 - delta, .5 + delta, dist);\\n    gl_FragColor = vec4(fragColor.rgb, colorAmt * fragColor.a * opacity);\\n  }\\n  else {\\n    float borderColorAmt = smoothstep(fragBorderColorLevel - delta, fragBorderColorLevel + delta, dist);\\n    float colorAmt = smoothstep(fragColorLevel - delta, fragColorLevel + delta, dist);\\n\\n    vec4 color = fragBorderColor;\\n    color.a *= borderColorAmt;\\n    color = mix(color, fragColor, colorAmt);\\n    color.a *= opacity;\\n\\n    gl_FragColor = color;\\n  }\\n\\n}\\n\"]),s.vert=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform bool constPointSize;\\nuniform float pixelRatio;\\nuniform vec2 scale, scaleFract, translate, translateFract, paletteSize;\\nuniform sampler2D paletteTexture;\\n\\nconst float maxSize = 100.;\\nconst float borderLevel = .5;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragPointSize, fragBorderRadius, fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(paletteTexture,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = 2. * size * pointSizeScale;\\n  fragPointSize = size * pixelRatio;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n  fragColor = color;\\n  fragBorderColor = borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n\\n  fragBorderColorLevel = clamp(borderLevel - borderLevel * borderSize / size, 0., 1.);\\n  fragColorLevel = clamp(borderLevel + (1. - borderLevel) * borderSize / size, 0., 1.);\\n}\"]),this.drawMarker=t(s);var l=c({},o);l.frag=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nuniform float opacity;\\n\\nfloat smoothStep(float edge0, float edge1, float x) {\\n\\tfloat t;\\n\\tt = clamp((x - edge0) / (edge1 - edge0), 0.0, 1.0);\\n\\treturn t * t * (3.0 - 2.0 * t);\\n}\\n\\nvoid main() {\\n\\tfloat radius, alpha = 1.0, delta = fragWidth;\\n\\n\\tradius = length(2.0 * gl_PointCoord.xy - 1.0);\\n\\n\\tif (radius > 1.0 + delta) {\\n\\t\\tdiscard;\\n\\t}\\n\\n\\talpha -= smoothstep(1.0 - delta, 1.0 + delta, radius);\\n\\n\\tfloat borderRadius = fragBorderRadius;\\n\\tfloat ratio = smoothstep(borderRadius - delta, borderRadius + delta, radius);\\n\\tvec4 color = mix(fragColor, fragBorderColor, ratio);\\n\\tcolor.a *= alpha * opacity;\\n\\tgl_FragColor = color;\\n}\\n\"]),l.vert=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform bool constPointSize;\\nuniform float pixelRatio;\\nuniform vec2 paletteSize, scale, scaleFract, translate, translateFract;\\nuniform sampler2D paletteTexture;\\n\\nconst float maxSize = 100.;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(paletteTexture,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = (size + borderSize) * pointSizeScale;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n  fragBorderRadius = 1. - 2. * borderSize / (size + borderSize);\\n  fragColor = color;\\n  fragBorderColor = borderColor.a == 0. || borderSize == 0. ? vec4(color.rgb, 0.) : borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n}\\n\"]),v&&(l.frag=l.frag.replace(\"smoothstep\",\"smoothStep\"),s.frag=s.frag.replace(\"smoothstep\",\"smoothStep\")),this.drawCircle=t(l)}x.defaults={color:\"black\",borderColor:\"transparent\",borderSize:0,size:12,opacity:1,marker:void 0,viewport:null,range:null,pixelSize:null,count:0,offset:0,bounds:null,positions:[],snap:1e4},x.prototype.render=function(){return arguments.length&&this.update.apply(this,arguments),this.draw(),this},x.prototype.draw=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];var i=this.groups;if(1===r.length&&Array.isArray(r[0])&&(null===r[0][0]||Array.isArray(r[0][0]))&&(r=r[0]),this.regl._refresh(),r.length)for(var a=0;a<r.length;a++)this.drawItem(a,r[a]);else i.forEach((function(e,r){t.drawItem(r)}));return this},x.prototype.drawItem=function(t,e){var r,n=this.groups,o=n[t];if(\"number\"==typeof e&&(t=e,o=n[e],e=null),o&&o.count&&o.opacity){o.activation[0]&&this.drawCircle(this.getMarkerDrawOptions(0,o,e));for(var s=[],l=1;l<o.activation.length;l++)o.activation[l]&&(!0===o.activation[l]||o.activation[l].data.length)&&s.push.apply(s,function(t){if(Array.isArray(t))return a(t)}(r=this.getMarkerDrawOptions(l,o,e))||function(t){if(\"undefined\"!=typeof Symbol&&null!=t[Symbol.iterator]||null!=t[\"@@iterator\"])return Array.from(t)}(r)||i(r)||function(){throw new TypeError(\"Invalid attempt to spread non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}());s.length&&this.drawMarker(s)}},x.prototype.getMarkerDrawOptions=function(t,e,r){var i=e.range,a=e.tree,o=e.viewport,s=e.activation,l=e.selectionBuffer,u=e.count;if(this.regl,!a)return r?[c({},e,{markerTexture:this.markerTextures[t],activation:s[t],count:r.length,elements:r,offset:0})]:[c({},e,{markerTexture:this.markerTextures[t],activation:s[t],offset:0})];var f=[],h=a.range(i,{lod:!0,px:[(i[2]-i[0])/o.width,(i[3]-i[1])/o.height]});if(r){for(var p=s[t].data,d=new Uint8Array(u),v=0;v<r.length;v++){var g=r[v];d[g]=p?p[g]:1}l.subdata(d)}for(var y=h.length;y--;){var m=n(h[y],2),x=m[0],b=m[1];f.push(c({},e,{markerTexture:this.markerTextures[t],activation:r?l:s[t],offset:x,count:b-x}))}return f},x.prototype.update=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];if(r.length){1===r.length&&Array.isArray(r[0])&&(r=r[0]);var i=this.groups,a=this.gl,o=this.regl,l=this.maxSize,f=this.maxColors,v=this.palette;this.groups=i=r.map((function(e,r){var n=i[r];if(void 0===e)return n;null===e?e={positions:null}:\"function\"==typeof e?e={ondraw:e}:\"number\"==typeof e[0]&&(e={positions:e}),null===(e=h(e,{positions:\"positions data points\",snap:\"snap cluster lod tree\",size:\"sizes size radius\",borderSize:\"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline\",color:\"colors color fill fill-color fillColor\",borderColor:\"borderColors borderColor stroke stroke-color strokeColor\",marker:\"markers marker shape\",range:\"range dataBox databox\",viewport:\"viewport viewPort viewBox viewbox\",opacity:\"opacity alpha transparency\",bounds:\"bound bounds boundaries limits\",tooManyColors:\"tooManyColors palette paletteMode optimizePalette enablePalette\"})).positions&&(e.positions=[]),null!=e.tooManyColors&&(t.tooManyColors=e.tooManyColors),n||(i[r]=n={id:r,scale:null,translate:null,scaleFract:null,translateFract:null,activation:[],selectionBuffer:o.buffer({data:new Uint8Array(0),usage:\"stream\",type:\"uint8\"}),sizeBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),colorBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),positionBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"}),positionFractBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"})},e=c({},x.defaults,e)),e.positions&&!(\"marker\"in e)&&(e.marker=n.marker,delete n.marker),e.marker&&!(\"positions\"in e)&&(e.positions=n.positions,delete n.positions);var m=0,b=0;if(p(n,e,[{snap:!0,size:function(t,e){return null==t&&(t=x.defaults.size),m+=t&&t.length?1:0,t},borderSize:function(t,e){return null==t&&(t=x.defaults.borderSize),m+=t&&t.length?1:0,t},opacity:parseFloat,color:function(e,r){return null==e&&(e=x.defaults.color),e=t.updateColor(e),b++,e},borderColor:function(e,r){return null==e&&(e=x.defaults.borderColor),e=t.updateColor(e),b++,e},bounds:function(t,e,r){return\"range\"in r||(r.range=null),t},positions:function(t,e,r){var n=e.snap,i=e.positionBuffer,a=e.positionFractBuffer,l=e.selectionBuffer;if(t.x||t.y)return t.x.length?e.xAttr={buffer:o.buffer(t.x),offset:0,stride:4,count:t.x.length}:e.xAttr={buffer:t.x.buffer,offset:4*t.x.offset||0,stride:4*(t.x.stride||1),count:t.x.count},t.y.length?e.yAttr={buffer:o.buffer(t.y),offset:0,stride:4,count:t.y.length}:e.yAttr={buffer:t.y.buffer,offset:4*t.y.offset||0,stride:4*(t.y.stride||1),count:t.y.count},e.count=Math.max(e.xAttr.count,e.yAttr.count),t;t=d(t,\"float64\");var c=e.count=Math.floor(t.length/2),f=e.bounds=c?s(t,2):null;if(r.range||e.range||(delete e.range,r.range=f),r.marker||e.marker||(delete e.marker,r.marker=null),n&&(!0===n||c>n)?e.tree=u(t,{bounds:f}):n&&n.length&&(e.tree=n),e.tree){var h={primitive:\"points\",usage:\"static\",data:e.tree,type:\"uint32\"};e.elements?e.elements(h):e.elements=o.elements(h)}var p=g.float32(t);return i({data:p,usage:\"dynamic\"}),a({data:g.fract32(t,p),usage:\"dynamic\"}),l({data:new Uint8Array(c),type:\"uint8\",usage:\"stream\"}),t}},{marker:function(e,r,n){var i=r.activation;if(i.forEach((function(t){return t&&t.destroy&&t.destroy()})),i.length=0,e&&\"number\"!=typeof e[0]){for(var a=[],s=0,l=Math.min(e.length,r.count);s<l;s++){var u=t.addMarker(e[s]);a[u]||(a[u]=new Uint8Array(r.count)),a[u][s]=1}for(var c=0;c<a.length;c++)if(a[c]){var f={data:a[c],type:\"uint8\",usage:\"static\"};i[c]?i[c](f):i[c]=o.buffer(f),i[c].data=a[c]}}else i[t.addMarker(e)]=!0;return e},range:function(t,e,r){var n=e.bounds;if(n)return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=g.fract(e.scale),e.translateFract=g.fract(e.translate),t},viewport:function(t){return y(t||[a.drawingBufferWidth,a.drawingBufferHeight])}}]),m){var _=n,w=_.count,T=_.size,k=_.borderSize,A=_.sizeBuffer,M=new Uint8Array(2*w);if(T.length||k.length)for(var S=0;S<w;S++)M[2*S]=Math.round(255*(null==T[S]?T:T[S])/l),M[2*S+1]=Math.round(255*(null==k[S]?k:k[S])/l);A({data:M,usage:\"dynamic\"})}if(b){var E,L=n,C=L.count,P=L.color,O=L.borderColor,I=L.colorBuffer;if(t.tooManyColors){if(P.length||O.length){E=new Uint8Array(8*C);for(var D=0;D<C;D++){var z=P[D];E[8*D]=v[4*z],E[8*D+1]=v[4*z+1],E[8*D+2]=v[4*z+2],E[8*D+3]=v[4*z+3];var R=O[D];E[8*D+4]=v[4*R],E[8*D+5]=v[4*R+1],E[8*D+6]=v[4*R+2],E[8*D+7]=v[4*R+3]}}}else if(P.length||O.length){E=new Uint8Array(4*C+2);for(var F=0;F<C;F++)null!=P[F]&&(E[4*F]=P[F]%f,E[4*F+1]=Math.floor(P[F]/f)),null!=O[F]&&(E[4*F+2]=O[F]%f,E[4*F+3]=Math.floor(O[F]/f))}I({data:E||new Uint8Array(0),type:\"uint8\",usage:\"dynamic\"})}return n}))}},x.prototype.addMarker=function(t){var e,r=this.markerTextures,n=this.regl,i=this.markerCache,a=null==t?0:i.indexOf(t);if(a>=0)return a;if(t instanceof Uint8Array||t instanceof Uint8ClampedArray)e=t;else{e=new Uint8Array(t.length);for(var o=0,s=t.length;o<s;o++)e[o]=255*t[o]}var l=Math.floor(Math.sqrt(e.length));return a=r.length,i.push(t),r.push(n.texture({channels:1,data:e,radius:l,mag:\"linear\",min:\"linear\"})),a},x.prototype.updateColor=function(t){var e=this.paletteIds,r=this.palette,n=this.maxColors;Array.isArray(t)||(t=[t]);var i=[];if(\"number\"==typeof t[0]){var a=[];if(Array.isArray(t))for(var s=0;s<t.length;s+=4)a.push(t.slice(s,s+4));else for(var u=0;u<t.length;u+=4)a.push(t.subarray(u,u+4));t=a}for(var c=0;c<t.length;c++){var f=t[c];f=o(f,\"uint8\");var h=l(f,!1);if(null==e[h]){var p=r.length;e[h]=Math.floor(p/4),r[p]=f[0],r[p+1]=f[1],r[p+2]=f[2],r[p+3]=f[3]}i[c]=e[h]}return!this.tooManyColors&&r.length>4*n&&(this.tooManyColors=!0),this.updatePalette(r),1===i.length?i[0]:i},x.prototype.updatePalette=function(t){if(!this.tooManyColors){var e=this.maxColors,r=this.paletteTexture,n=Math.ceil(.25*t.length/e);if(n>1)for(var i=.25*(t=t.slice()).length%e;i<n*e;i++)t.push(0,0,0,0);r.height<n&&r.resize(e,n),r.subimage({width:Math.min(.25*t.length,e),height:n,data:t},0,0)}},x.prototype.destroy=function(){return this.groups.forEach((function(t){t.sizeBuffer.destroy(),t.positionBuffer.destroy(),t.positionFractBuffer.destroy(),t.colorBuffer.destroy(),t.activation.forEach((function(t){return t&&t.destroy&&t.destroy()})),t.selectionBuffer.destroy(),t.elements&&t.elements.destroy()})),this.groups.length=0,this.paletteTexture.destroy(),this.markerTextures.forEach((function(t){return t&&t.destroy&&t.destroy()})),this};var b=r(56131);t.exports=function(t,e){var r=new m(t,e),n=r.render.bind(r);return b(n,{render:n,update:r.update.bind(r),draw:r.draw.bind(r),destroy:r.destroy.bind(r),regl:r.regl,gl:r.gl,canvas:r.gl.canvas,groups:r.groups,markers:r.markerCache,palette:r.palette}),n}},60487:function(t,e,r){\"use strict\";var n=r(11870),i=r(71299),a=r(21527),o=r(5877),s=r(57471),l=r(18863),u=r(30120);function c(t,e){if(!(this instanceof c))return new c(t,e);this.traces=[],this.passes={},this.regl=t,this.scatter=n(t),this.canvas=this.scatter.canvas}function f(t,e,r){return(null!=t.id?t.id:t)<<16|(255&e)<<8|255&r}function h(t,e,r){var n,i,a,o,s=t[e],l=t[r];return s.length>2?(s[0],s[2],n=s[1],i=s[3]):s.length?(n=s[0],i=s[1]):(s.x,n=s.y,s.x,s.width,i=s.y+s.height),l.length>2?(a=l[0],o=l[2],l[1],l[3]):l.length?(a=l[0],o=l[1]):(a=l.x,l.y,o=l.x+l.width,l.y,l.height),[a,n,o,i]}function p(t){if(\"number\"==typeof t)return[t,t,t,t];if(2===t.length)return[t[0],t[1],t[0],t[1]];var e=l(t);return[e.x,e.y,e.x+e.width,e.y+e.height]}t.exports=c,c.prototype.render=function(){for(var t,e=this,r=[],n=arguments.length;n--;)r[n]=arguments[n];return r.length&&(t=this).update.apply(t,r),this.regl.attributes.preserveDrawingBuffer?this.draw():(this.dirty?null==this.planned&&(this.planned=o((function(){e.draw(),e.dirty=!0,e.planned=null}))):(this.draw(),this.dirty=!0,o((function(){e.dirty=!1}))),this)},c.prototype.update=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=0;n<e.length;n++)this.updateItem(n,e[n]);this.traces=this.traces.filter(Boolean);for(var i=[],a=0,o=0;o<this.traces.length;o++){for(var s=this.traces[o],l=this.traces[o].passes,u=0;u<l.length;u++)i.push(this.passes[l[u]]);s.passOffset=a,a+=s.passes.length}return(t=this.scatter).update.apply(t,i),this}},c.prototype.updateItem=function(t,e){var r=this.regl;if(null===e)return this.traces[t]=null,this;if(!e)return this;var n,o=i(e,{data:\"data items columns rows values dimensions samples x\",snap:\"snap cluster\",size:\"sizes size radius\",color:\"colors color fill fill-color fillColor\",opacity:\"opacity alpha transparency 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Uint8Array}),color:\"black\",marker:null,size:12,borderColor:\"transparent\",borderSize:1,viewport:l([r._gl.drawingBufferWidth,r._gl.drawingBufferHeight]),padding:[0,0,0,0],opacity:1,diagonal:!0,upper:!0,lower:!0});if(null!=o.color&&(s.color=o.color),null!=o.size&&(s.size=o.size),null!=o.marker&&(s.marker=o.marker),null!=o.borderColor&&(s.borderColor=o.borderColor),null!=o.borderSize&&(s.borderSize=o.borderSize),null!=o.opacity&&(s.opacity=o.opacity),o.viewport&&(s.viewport=l(o.viewport)),null!=o.diagonal&&(s.diagonal=o.diagonal),null!=o.upper&&(s.upper=o.upper),null!=o.lower&&(s.lower=o.lower),o.data){s.buffer(u(o.data)),s.columns=o.data.length,s.count=o.data[0].length,s.bounds=[];for(var c=0;c<s.columns;c++)s.bounds[c]=a(o.data[c],1)}o.range&&(s.range=o.range,n=s.range&&\"number\"!=typeof s.range[0]),o.domain&&(s.domain=o.domain);var d=!1;null!=o.padding&&(Array.isArray(o.padding)&&o.padding.length===s.columns&&\"number\"==typeof o.padding[o.padding.length-1]?(s.padding=o.padding.map(p),d=!0):s.padding=p(o.padding));var v=s.columns,g=s.count,y=s.viewport.width,m=s.viewport.height,x=s.viewport.x,b=s.viewport.y,_=y/v,w=m/v;s.passes=[];for(var T=0;T<v;T++)for(var k=0;k<v;k++)if((s.diagonal||k!==T)&&(s.upper||!(T>k))&&(s.lower||!(T<k))){var A=f(s.id,T,k),M=this.passes[A]||(this.passes[A]={});if(o.data&&(o.transpose?M.positions={x:{buffer:s.buffer,offset:k,count:g,stride:v},y:{buffer:s.buffer,offset:T,count:g,stride:v}}:M.positions={x:{buffer:s.buffer,offset:k*g,count:g},y:{buffer:s.buffer,offset:T*g,count:g}},M.bounds=h(s.bounds,T,k)),o.domain||o.viewport||o.data){var S=d?h(s.padding,T,k):s.padding;if(s.domain){var E=h(s.domain,T,k),L=E[0],C=E[1],P=E[2],O=E[3];M.viewport=[x+L*y+S[0],b+C*m+S[1],x+P*y-S[2],b+O*m-S[3]]}else M.viewport=[x+k*_+_*S[0],b+T*w+w*S[1],x+(k+1)*_-_*S[2],b+(T+1)*w-w*S[3]]}o.color&&(M.color=s.color),o.size&&(M.size=s.size),o.marker&&(M.marker=s.marker),o.borderSize&&(M.borderSize=s.borderSize),o.borderColor&&(M.borderColor=s.borderColor),o.opacity&&(M.opacity=s.opacity),o.range&&(M.range=n?h(s.range,T,k):s.range||M.bounds),s.passes.push(A)}return this},c.prototype.draw=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=[],i=0;i<e.length;i++)if(\"number\"==typeof e[i]){var a=this.traces[e[i]],o=a.passes,l=a.passOffset;n.push.apply(n,s(l,l+o.length))}else if(e[i].length){var u=e[i],c=this.traces[i],f=c.passes,h=c.passOffset;f=f.map((function(t,e){n[h+e]=u}))}(t=this.scatter).draw.apply(t,n)}else this.scatter.draw();return this},c.prototype.destroy=function(){return this.traces.forEach((function(t){t.buffer&&t.buffer.destroy&&t.buffer.destroy()})),this.traces=null,this.passes=null,this.scatter.destroy(),this}},98580:function(t){t.exports=function(){function t(t,e){this.id=Z++,this.type=t,this.data=e}function e(t){if(0===t.length)return[];var r=t.charAt(0),n=t.charAt(t.length-1);if(1<t.length&&r===n&&('\"'===r||\"'\"===r))return['\"'+t.substr(1,t.length-2).replace(/\\\\/g,\"\\\\\\\\\").replace(/\"/g,'\\\\\"')+'\"'];if(r=/\\[(false|true|null|\\d+|'[^']*'|\"[^\"]*\")\\]/.exec(t))return e(t.substr(0,r.index)).concat(e(r[1])).concat(e(t.substr(r.index+r[0].length)));if(1===(r=t.split(\".\")).length)return['\"'+t.replace(/\\\\/g,\"\\\\\\\\\").replace(/\"/g,'\\\\\"')+'\"'];for(t=[],n=0;n<r.length;++n)t=t.concat(e(r[n]));return t}function r(t){return\"[\"+e(t).join(\"][\")+\"]\"}function n(t){return\"string\"==typeof t?t.split():t}function i(t){return\"string\"==typeof t?document.querySelector(t):t}function a(t){var e,r,a,o,s=t||{};t={};var 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e=Math.floor(t/400)+1;t-=400*(e-1),t+=t>15?16:0;var r=Math.floor(t/32)+1,n=t-32*(r-1)+1;return this.newDate(e<=0?e-1:e,r,n)}});var o={20:\"Fruitbat\",21:\"Anchovy\"};n.calendars.discworld=a},37715:function(t,e,r){var n=r(63489),i=r(56131);function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new 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n=r(56131);function i(){this.regionalOptions=[],this.regionalOptions[\"\"]={invalidCalendar:\"Calendar {0} not found\",invalidDate:\"Invalid {0} date\",invalidMonth:\"Invalid {0} month\",invalidYear:\"Invalid {0} year\",differentCalendars:\"Cannot mix {0} and {1} dates\"},this.local=this.regionalOptions[\"\"],this.calendars={},this._localCals={}}function a(t,e,r,n){if(this._calendar=t,this._year=e,this._month=r,this._day=n,0===this._calendar._validateLevel&&!this._calendar.isValid(this._year,this._month,this._day))throw(u.local.invalidDate||u.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name)}function o(t,e){return\"000000\".substring(0,e-(t=\"\"+t).length)+t}function s(){this.shortYearCutoff=\"+10\"}function l(t){this.local=this.regionalOptions[t]||this.regionalOptions[\"\"]}n(i.prototype,{instance:function(t,e){t=(t||\"gregorian\").toLowerCase(),e=e||\"\";var r=this._localCals[t+\"-\"+e];if(!r&&this.calendars[t]&&(r=new this.calendars[t](e),this._localCals[t+\"-\"+e]=r),!r)throw(this.local.invalidCalendar||this.regionalOptions[\"\"].invalidCalendar).replace(/\\{0\\}/,t);return r},newDate:function(t,e,r,n,i){return(n=(null!=t&&t.year?t.calendar():\"string\"==typeof n?this.instance(n,i):n)||this.instance()).newDate(t,e,r)},substituteDigits:function(t){return function(e){return(e+\"\").replace(/[0-9]/g,(function(e){return t[e]}))}},substituteChineseDigits:function(t,e){return function(r){for(var n=\"\",i=0;r>0;){var a=r%10;n=(0===a?\"\":t[a]+e[i])+n,i++,r=Math.floor(r/10)}return 0===n.indexOf(t[1]+e[1])&&(n=n.substr(1)),n||t[0]}}}),n(a.prototype,{newDate:function(t,e,r){return this._calendar.newDate(null==t?this:t,e,r)},year:function(t){return 0===arguments.length?this._year:this.set(t,\"y\")},month:function(t){return 0===arguments.length?this._month:this.set(t,\"m\")},day:function(t){return 0===arguments.length?this._day:this.set(t,\"d\")},date:function(t,e,r){if(!this._calendar.isValid(t,e,r))throw(u.local.invalidDate||u.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name);return this._year=t,this._month=e,this._day=r,this},leapYear:function(){return this._calendar.leapYear(this)},epoch:function(){return this._calendar.epoch(this)},formatYear:function(){return this._calendar.formatYear(this)},monthOfYear:function(){return this._calendar.monthOfYear(this)},weekOfYear:function(){return this._calendar.weekOfYear(this)},daysInYear:function(){return this._calendar.daysInYear(this)},dayOfYear:function(){return this._calendar.dayOfYear(this)},daysInMonth:function(){return this._calendar.daysInMonth(this)},dayOfWeek:function(){return this._calendar.dayOfWeek(this)},weekDay:function(){return this._calendar.weekDay(this)},extraInfo:function(){return this._calendar.extraInfo(this)},add:function(t,e){return this._calendar.add(this,t,e)},set:function(t,e){return this._calendar.set(this,t,e)},compareTo:function(t){if(this._calendar.name!==t._calendar.name)throw(u.local.differentCalendars||u.regionalOptions[\"\"].differentCalendars).replace(/\\{0\\}/,this._calendar.local.name).replace(/\\{1\\}/,t._calendar.local.name);var e=this._year!==t._year?this._year-t._year:this._month!==t._month?this.monthOfYear()-t.monthOfYear():this._day-t._day;return 0===e?0:e<0?-1:1},calendar:function(){return this._calendar},toJD:function(){return this._calendar.toJD(this)},fromJD:function(t){return this._calendar.fromJD(t)},toJSDate:function(){return this._calendar.toJSDate(this)},fromJSDate:function(t){return this._calendar.fromJSDate(t)},toString:function(){return(this.year()<0?\"-\":\"\")+o(Math.abs(this.year()),4)+\"-\"+o(this.month(),2)+\"-\"+o(this.day(),2)}}),n(s.prototype,{_validateLevel:0,newDate:function(t,e,r){return null==t?this.today():(t.year&&(this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate),r=t.day(),e=t.month(),t=t.year()),new a(this,t,e,r))},today:function(){return this.fromJSDate(new Date)},epoch:function(t){return this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear).year()<0?this.local.epochs[0]:this.local.epochs[1]},formatYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear);return(e.year()<0?\"-\":\"\")+o(Math.abs(e.year()),4)},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear),12},monthOfYear:function(t,e){var r=this._validate(t,e,this.minDay,u.local.invalidMonth||u.regionalOptions[\"\"].invalidMonth);return(r.month()+this.monthsInYear(r)-this.firstMonth)%this.monthsInYear(r)+this.minMonth},fromMonthOfYear:function(t,e){var r=(e+this.firstMonth-2*this.minMonth)%this.monthsInYear(t)+this.minMonth;return this._validate(t,r,this.minDay,u.local.invalidMonth||u.regionalOptions[\"\"].invalidMonth),r},daysInYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear);return this.leapYear(e)?366:365},dayOfYear:function(t,e,r){var n=this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate);return n.toJD()-this.newDate(n.year(),this.fromMonthOfYear(n.year(),this.minMonth),this.minDay).toJD()+1},daysInWeek:function(){return 7},dayOfWeek:function(t,e,r){var n=this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate);return(Math.floor(this.toJD(n))+2)%this.daysInWeek()},extraInfo:function(t,e,r){return this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate),{}},add:function(t,e,r){return this._validate(t,this.minMonth,this.minDay,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate),this._correctAdd(t,this._add(t,e,r),e,r)},_add:function(t,e,r){if(this._validateLevel++,\"d\"===r||\"w\"===r){var n=t.toJD()+e*(\"w\"===r?this.daysInWeek():1),i=t.calendar().fromJD(n);return this._validateLevel--,[i.year(),i.month(),i.day()]}try{var a=t.year()+(\"y\"===r?e:0),o=t.monthOfYear()+(\"m\"===r?e:0);i=t.day(),\"y\"===r?(t.month()!==this.fromMonthOfYear(a,o)&&(o=this.newDate(a,t.month(),this.minDay).monthOfYear()),o=Math.min(o,this.monthsInYear(a)),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o)))):\"m\"===r&&(function(t){for(;o<t.minMonth;)a--,o+=t.monthsInYear(a);for(var e=t.monthsInYear(a);o>e-1+t.minMonth;)a++,o-=e,e=t.monthsInYear(a)}(this),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o))));var s=[a,this.fromMonthOfYear(a,o),i];return this._validateLevel--,s}catch(t){throw 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n=this.newDate(t,e,r);return n.add(4-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,u.local.invalidMonth||u.regionalOptions[\"\"].invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var n=this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate);t=n.year(),e=n.month(),r=n.day(),t<0&&t++,e<3&&(e+=12,t--);var i=Math.floor(t/100),a=2-i+Math.floor(i/4);return Math.floor(365.25*(t+4716))+Math.floor(30.6001*(e+1))+r+a-1524.5},fromJD:function(t){var e=Math.floor(t+.5),r=Math.floor((e-1867216.25)/36524.25),n=1524+(r=e+1+r-Math.floor(r/4)),i=Math.floor((n-122.1)/365.25),a=Math.floor(365.25*i),o=Math.floor((n-a)/30.6001),s=n-a-Math.floor(30.6001*o),l=o-(o>13.5?13:1),u=i-(l>2.5?4716:4715);return u<=0&&u--,this.newDate(u,l,s)},toJSDate:function(t,e,r){var n=this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate),i=new Date(n.year(),n.month()-1,n.day());return i.setHours(0),i.setMinutes(0),i.setSeconds(0),i.setMilliseconds(0),i.setHours(i.getHours()>12?i.getHours()+2:0),i},fromJSDate:function(t){return this.newDate(t.getFullYear(),t.getMonth()+1,t.getDate())}});var u=t.exports=new i;u.cdate=a,u.baseCalendar=s,u.calendars.gregorian=l},94338:function(t,e,r){var n=r(56131),i=r(63489);n(i.regionalOptions[\"\"],{invalidArguments:\"Invalid arguments\",invalidFormat:\"Cannot format a date from another calendar\",missingNumberAt:\"Missing number at position {0}\",unknownNameAt:\"Unknown name at position {0}\",unexpectedLiteralAt:\"Unexpected literal at position {0}\",unexpectedText:\"Additional text found at end\"}),i.local=i.regionalOptions[\"\"],n(i.cdate.prototype,{formatDate:function(t,e){return\"string\"!=typeof 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+       "        });\n",
+       "        require(['plotly'], function(Plotly) {\n",
+       "            window._Plotly = Plotly;\n",
+       "        });\n",
+       "        }\n",
+       "        </script>\n",
+       "        "
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import edvart\n",
+    "\n",
+    "import plotly.offline as py\n",
+    "py.init_notebook_mode()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dataset_ts = edvart.example_datasets.dataset_global_temp()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "report_ts = edvart.DefaultTimeseriesReport(\n",
+    "    dataset_ts,\n",
+    "    # Monthly data -> analyze yearly seasonality\n",
+    "    sampling_rate=12,\n",
+    "    stft_window_size=24,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/markdown": [
+       "# Table of Contents<a id='e83d223f-041d-4441-806e-9ab3bcae792a'>\n",
+       "---"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       " * [Overview](#9b3d5950-3fc5-4b7c-8382-67cb951124c9)\n",
+       "\n",
+       "\t * [Quick Info](#44a207ac-b37d-4eb1-b16c-0e9d0e98235e)\n",
+       "\n",
+       "\t * [Data Types](#012df22e-4319-45d5-ad4b-f853aa10b713)\n",
+       "\n",
+       "\t * [Data Preview](#ac59d6fd-ed20-4f83-9ff7-76f16ebe5578)\n",
+       "\n",
+       "\t * [Missing Values](#6347708d-3d6e-4eb1-a7c2-14ff46613016)\n",
+       "\n",
+       "\t * [Rows With Missing Value](#77671c84-dabe-4083-a922-3e0a04247ee9)\n",
+       "\n",
+       "\t * [Constant Occurrence](#02fde715-090b-4577-be8b-e24d6ed1262b)\n",
+       "\n",
+       "\t * [Duplicate Rows](#e09a29e2-bec7-4d65-bd50-06f8609838d5)\n",
+       "\n",
+       " * [Univariate Analysis](#e19739cc-7d1b-4e9e-b2e6-89f9cacf5d8c)\n",
+       "\n",
+       " * [Timeseries analysis](#c89d71bb-2728-4388-bb18-3315e09d47a5)\n",
+       "\n",
+       "\t * [Time series line plot](#e994f560-004e-4a9b-b84e-7bf499ea5876)\n",
+       "\n",
+       "\t * [Rolling statistics](#2073bc36-b8af-4194-ae88-051de6d1aeeb)\n",
+       "\n",
+       "\t * [Boxplots over time intervals](#6a4f4ad1-1743-4369-93ac-57af66e93850)\n",
+       "\n",
+       "\t * [Seasonal decomposition](#de728b53-0e9a-4007-afc8-5b140e4ec8d6)\n",
+       "\n",
+       "\t * [Stationarity tests](#3c316018-8281-48c9-ac2c-8cb5a20ca21c)\n",
+       "\n",
+       "\t * [Autocorrelation](#416675ad-1d3b-484e-a373-d4002139872f)\n",
+       "\n",
+       "\t * [Fourier Transform](#f7b68195-b3e0-4f79-bf5a-385367d696d5)\n",
+       "\n",
+       "\t * [Short-time Fourier Transform](#fcc042e5-7c92-4c2d-bc29-4bd95a431be5)\n"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "# Overview<a id='9b3d5950-3fc5-4b7c-8382-67cb951124c9'>\n",
+       "---"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Quick Info<a id='44a207ac-b37d-4eb1-b16c-0e9d0e98235e'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>Rows</th>\n",
+       "      <td>1644</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Columns</th>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Missing cells</th>\n",
+       "      <td>0 (0.00 %)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Zeros</th>\n",
+       "      <td>20 (0.61 %)</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Duplicate rows</th>\n",
+       "      <td>4 (0.24 %)</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                           \n",
+       "Rows                   1644\n",
+       "Columns                   2\n",
+       "Missing cells    0 (0.00 %)\n",
+       "Zeros           20 (0.61 %)\n",
+       "Duplicate rows   4 (0.24 %)"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Data Types<a id='012df22e-4319-45d5-ad4b-f853aa10b713'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<style type=\"text/css\">\n",
+       "</style>\n",
+       "<table id=\"T_3b925\">\n",
+       "  <thead>\n",
+       "    <tr>\n",
+       "      <th id=\"T_3b925_level0_col0\" class=\"col_heading level0 col0\" >Column Name</th>\n",
+       "      <th id=\"T_3b925_level0_col1\" class=\"col_heading level0 col1\" >edvart Data Type</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <td id=\"T_3b925_row0_col0\" class=\"data row0 col0\" >Mean GISTEMP</td>\n",
+       "      <td id=\"T_3b925_row0_col1\" class=\"data row0 col1\" >numeric</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td id=\"T_3b925_row1_col0\" class=\"data row1 col0\" >Mean GCAG</td>\n",
+       "      <td id=\"T_3b925_row1_col1\" class=\"data row1 col1\" >numeric</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n"
+      ],
+      "text/plain": [
+       "<pandas.io.formats.style.Styler at 0x7f30e3788b10>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Data Preview<a id='ac59d6fd-ed20-4f83-9ff7-76f16ebe5578'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "### First rows"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Mean GISTEMP</th>\n",
+       "      <th>Mean GCAG</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Date</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>1880-01-06</th>\n",
+       "      <td>-0.30</td>\n",
+       "      <td>0.0009</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1880-02-06</th>\n",
+       "      <td>-0.21</td>\n",
+       "      <td>-0.1229</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1880-03-06</th>\n",
+       "      <td>-0.18</td>\n",
+       "      <td>-0.1357</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1880-04-06</th>\n",
+       "      <td>-0.27</td>\n",
+       "      <td>-0.0499</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1880-05-06</th>\n",
+       "      <td>-0.14</td>\n",
+       "      <td>-0.0738</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "            Mean GISTEMP  Mean GCAG\n",
+       "Date                               \n",
+       "1880-01-06         -0.30     0.0009\n",
+       "1880-02-06         -0.21    -0.1229\n",
+       "1880-03-06         -0.18    -0.1357\n",
+       "1880-04-06         -0.27    -0.0499\n",
+       "1880-05-06         -0.14    -0.0738"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "### Last rows"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Mean GISTEMP</th>\n",
+       "      <th>Mean GCAG</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Date</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>2016-08-06</th>\n",
+       "      <td>0.98</td>\n",
+       "      <td>0.8998</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2016-09-06</th>\n",
+       "      <td>0.87</td>\n",
+       "      <td>0.8767</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2016-10-06</th>\n",
+       "      <td>0.89</td>\n",
+       "      <td>0.7292</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2016-11-06</th>\n",
+       "      <td>0.93</td>\n",
+       "      <td>0.7504</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2016-12-06</th>\n",
+       "      <td>0.81</td>\n",
+       "      <td>0.7895</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "            Mean GISTEMP  Mean GCAG\n",
+       "Date                               \n",
+       "2016-08-06          0.98     0.8998\n",
+       "2016-09-06          0.87     0.8767\n",
+       "2016-10-06          0.89     0.7292\n",
+       "2016-11-06          0.93     0.7504\n",
+       "2016-12-06          0.81     0.7895"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "### Sample"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Mean GISTEMP</th>\n",
+       "      <th>Mean GCAG</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Date</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>1969-06-06</th>\n",
+       "      <td>0.05</td>\n",
+       "      <td>0.0766</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2001-11-06</th>\n",
+       "      <td>0.70</td>\n",
+       "      <td>0.6880</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2000-05-06</th>\n",
+       "      <td>0.40</td>\n",
+       "      <td>0.4657</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2004-04-06</th>\n",
+       "      <td>0.62</td>\n",
+       "      <td>0.5940</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1993-01-06</th>\n",
+       "      <td>0.37</td>\n",
+       "      <td>0.3840</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "            Mean GISTEMP  Mean GCAG\n",
+       "Date                               \n",
+       "1969-06-06          0.05     0.0766\n",
+       "2001-11-06          0.70     0.6880\n",
+       "2000-05-06          0.40     0.4657\n",
+       "2004-04-06          0.62     0.5940\n",
+       "1993-01-06          0.37     0.3840"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Missing Values<a id='6347708d-3d6e-4eb1-a7c2-14ff46613016'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "There are no missing values\n"
+     ]
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Rows With Missing Value<a id='77671c84-dabe-4083-a922-3e0a04247ee9'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "There are no missing values\n"
+     ]
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Constant Occurrence<a id='02fde715-090b-4577-be8b-e24d6ed1262b'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<style type=\"text/css\">\n",
+       "#T_f5b63_row0_col2 {\n",
+       "  width: 10em;\n",
+       "  background: linear-gradient(90deg, #FFA07A 1.2%, transparent 1.2%);\n",
+       "}\n",
+       "#T_f5b63_row1_col2 {\n",
+       "  width: 10em;\n",
+       "}\n",
+       "</style>\n",
+       "<table id=\"T_f5b63\">\n",
+       "  <thead>\n",
+       "    <tr>\n",
+       "      <th id=\"T_f5b63_level0_col0\" class=\"col_heading level0 col0\" >Column Name</th>\n",
+       "      <th id=\"T_f5b63_level0_col1\" class=\"col_heading level0 col1\" ><i>0</i> Count</th>\n",
+       "      <th id=\"T_f5b63_level0_col2\" class=\"col_heading level0 col2\" ><i>0</i> %</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <td id=\"T_f5b63_row0_col0\" class=\"data row0 col0\" >Mean GISTEMP</td>\n",
+       "      <td id=\"T_f5b63_row0_col1\" class=\"data row0 col1\" >20</td>\n",
+       "      <td id=\"T_f5b63_row0_col2\" class=\"data row0 col2\" >1.217</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td id=\"T_f5b63_row1_col0\" class=\"data row1 col0\" >Mean GCAG</td>\n",
+       "      <td id=\"T_f5b63_row1_col1\" class=\"data row1 col1\" >0</td>\n",
+       "      <td id=\"T_f5b63_row1_col2\" class=\"data row1 col2\" >0.000</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n"
+      ],
+      "text/plain": [
+       "<pandas.io.formats.style.Styler at 0x7f30e2b61950>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Duplicate Rows<a id='e09a29e2-bec7-4d65-bd50-06f8609838d5'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>Duplicate rows column subset</th>\n",
+       "      <td>all columns</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Duplicate row count</th>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Duplicate row percentage</th>\n",
+       "      <td>0.24 %</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                         \n",
+       "Duplicate rows column subset  all columns\n",
+       "Duplicate row count                     4\n",
+       "Duplicate row percentage           0.24 %"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "# Univariate Analysis<a id='e19739cc-7d1b-4e9e-b2e6-89f9cacf5d8c'>\n",
+       "---"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## *Mean GISTEMP - numeric*"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<table width=\"100%\"><tr><td style=\n",
+       "        \"\n",
+       "        text-align: left;\n",
+       "        vertical-align: text-top;\n",
+       "        align-content: center;\n",
+       "        \"\n",
+       "    > <h3> Descriptive Statistics </h3><table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>Number of unique values</th>\n",
+       "      <td>168</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Sum</th>\n",
+       "      <td>40.08</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Mean</th>\n",
+       "      <td>0.02</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Mode</th>\n",
+       "      <td>-0.06</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Standard deviation</th>\n",
+       "      <td>0.34</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Mean absolute deviation</th>\n",
+       "      <td>0.28</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Median absolute deviation</th>\n",
+       "      <td>0.24</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Coefficient of variation</th>\n",
+       "      <td>14.10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Kurtosis</th>\n",
+       "      <td>-0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Skewness</th>\n",
+       "      <td>0.71</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table> </td><td style=\n",
+       "        \"\n",
+       "        text-align: left;\n",
+       "        vertical-align: text-top;\n",
+       "        align-content: center;\n",
+       "        \"\n",
+       "    > <h3> Quantile Statistics </h3><table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>Minimum</th>\n",
+       "      <td>-0.78</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Maximum</th>\n",
+       "      <td>1.35</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Q1</th>\n",
+       "      <td>-0.23</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Median</th>\n",
+       "      <td>-0.05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Q3</th>\n",
+       "      <td>0.23</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Range</th>\n",
+       "      <td>2.13</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>IQR</th>\n",
+       "      <td>0.46</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table> </td></tr></table>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 2000x700 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "---"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## *Mean GCAG - numeric*"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<table width=\"100%\"><tr><td style=\n",
+       "        \"\n",
+       "        text-align: left;\n",
+       "        vertical-align: text-top;\n",
+       "        align-content: center;\n",
+       "        \"\n",
+       "    > <h3> Descriptive Statistics </h3><table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>Number of unique values</th>\n",
+       "      <td>1 522</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Sum</th>\n",
+       "      <td>80.22</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Mean</th>\n",
+       "      <td>0.05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Mode</th>\n",
+       "      <td>-0.29</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Standard deviation</th>\n",
+       "      <td>0.33</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Mean absolute deviation</th>\n",
+       "      <td>0.26</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Median absolute deviation</th>\n",
+       "      <td>0.23</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Coefficient of variation</th>\n",
+       "      <td>6.69</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Kurtosis</th>\n",
+       "      <td>-0.09</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Skewness</th>\n",
+       "      <td>0.68</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table> </td><td style=\n",
+       "        \"\n",
+       "        text-align: left;\n",
+       "        vertical-align: text-top;\n",
+       "        align-content: center;\n",
+       "        \"\n",
+       "    > <h3> Quantile Statistics </h3><table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>Minimum</th>\n",
+       "      <td>-0.68</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Maximum</th>\n",
+       "      <td>1.22</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Q1</th>\n",
+       "      <td>-0.19</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Median</th>\n",
+       "      <td>-0.02</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Q3</th>\n",
+       "      <td>0.25</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Range</th>\n",
+       "      <td>1.90</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>IQR</th>\n",
+       "      <td>0.44</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table> </td></tr></table>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 2000x700 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "---"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "# Timeseries analysis<a id='c89d71bb-2728-4388-bb18-3315e09d47a5'>\n",
+       "---"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Time series line plot<a id='e994f560-004e-4a9b-b84e-7bf499ea5876'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.plotly.v1+json": {
+       "config": {
+        "plotlyServerURL": "https://plot.ly"
+       },
+       "data": [
+        {
+         "mode": "lines",
+         "name": "Mean GISTEMP",
+         "type": "scatter",
+         "x": [
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+          "1880-02-06T00:00:00",
+          "1880-03-06T00:00:00",
+          "1880-04-06T00:00:00",
+          "1880-05-06T00:00:00",
+          "1880-06-06T00:00:00",
+          "1880-07-06T00:00:00",
+          "1880-08-06T00:00:00",
+          "1880-09-06T00:00:00",
+          "1880-10-06T00:00:00",
+          "1880-11-06T00:00:00",
+          "1880-12-06T00:00:00",
+          "1881-01-06T00:00:00",
+          "1881-02-06T00:00:00",
+          "1881-03-06T00:00:00",
+          "1881-04-06T00:00:00",
+          "1881-05-06T00:00:00",
+          "1881-06-06T00:00:00",
+          "1881-07-06T00:00:00",
+          "1881-08-06T00:00:00",
+          "1881-09-06T00:00:00",
+          "1881-10-06T00:00:00",
+          "1881-11-06T00:00:00",
+          "1881-12-06T00:00:00",
+          "1882-01-06T00:00:00",
+          "1882-02-06T00:00:00",
+          "1882-03-06T00:00:00",
+          "1882-04-06T00:00:00",
+          "1882-05-06T00:00:00",
+          "1882-06-06T00:00:00",
+          "1882-07-06T00:00:00",
+          "1882-08-06T00:00:00",
+          "1882-09-06T00:00:00",
+          "1882-10-06T00:00:00",
+          "1882-11-06T00:00:00",
+          "1882-12-06T00:00:00",
+          "1883-01-06T00:00:00",
+          "1883-02-06T00:00:00",
+          "1883-03-06T00:00:00",
+          "1883-04-06T00:00:00",
+          "1883-05-06T00:00:00",
+          "1883-06-06T00:00:00",
+          "1883-07-06T00:00:00",
+          "1883-08-06T00:00:00",
+          "1883-09-06T00:00:00",
+          "1883-10-06T00:00:00",
+          "1883-11-06T00:00:00",
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+          "1884-01-06T00:00:00",
+          "1884-02-06T00:00:00",
+          "1884-03-06T00:00:00",
+          "1884-04-06T00:00:00",
+          "1884-05-06T00:00:00",
+          "1884-06-06T00:00:00",
+          "1884-07-06T00:00:00",
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+          "1884-09-06T00:00:00",
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+          "1884-12-06T00:00:00",
+          "1885-01-06T00:00:00",
+          "1885-02-06T00:00:00",
+          "1885-03-06T00:00:00",
+          "1885-04-06T00:00:00",
+          "1885-05-06T00:00:00",
+          "1885-06-06T00:00:00",
+          "1885-07-06T00:00:00",
+          "1885-08-06T00:00:00",
+          "1885-09-06T00:00:00",
+          "1885-10-06T00:00:00",
+          "1885-11-06T00:00:00",
+          "1885-12-06T00:00:00",
+          "1886-01-06T00:00:00",
+          "1886-02-06T00:00:00",
+          "1886-03-06T00:00:00",
+          "1886-04-06T00:00:00",
+          "1886-05-06T00:00:00",
+          "1886-06-06T00:00:00",
+          "1886-07-06T00:00:00",
+          "1886-08-06T00:00:00",
+          "1886-09-06T00:00:00",
+          "1886-10-06T00:00:00",
+          "1886-11-06T00:00:00",
+          "1886-12-06T00:00:00",
+          "1887-01-06T00:00:00",
+          "1887-02-06T00:00:00",
+          "1887-03-06T00:00:00",
+          "1887-04-06T00:00:00",
+          "1887-05-06T00:00:00",
+          "1887-06-06T00:00:00",
+          "1887-07-06T00:00:00",
+          "1887-08-06T00:00:00",
+          "1887-09-06T00:00:00",
+          "1887-10-06T00:00:00",
+          "1887-11-06T00:00:00",
+          "1887-12-06T00:00:00",
+          "1888-01-06T00:00:00",
+          "1888-02-06T00:00:00",
+          "1888-03-06T00:00:00",
+          "1888-04-06T00:00:00",
+          "1888-05-06T00:00:00",
+          "1888-06-06T00:00:00",
+          "1888-07-06T00:00:00",
+          "1888-08-06T00:00:00",
+          "1888-09-06T00:00:00",
+          "1888-10-06T00:00:00",
+          "1888-11-06T00:00:00",
+          "1888-12-06T00:00:00",
+          "1889-01-06T00:00:00",
+          "1889-02-06T00:00:00",
+          "1889-03-06T00:00:00",
+          "1889-04-06T00:00:00",
+          "1889-05-06T00:00:00",
+          "1889-06-06T00:00:00",
+          "1889-07-06T00:00:00",
+          "1889-08-06T00:00:00",
+          "1889-09-06T00:00:00",
+          "1889-10-06T00:00:00",
+          "1889-11-06T00:00:00",
+          "1889-12-06T00:00:00",
+          "1890-01-06T00:00:00",
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+          "1890-03-06T00:00:00",
+          "1890-04-06T00:00:00",
+          "1890-05-06T00:00:00",
+          "1890-06-06T00:00:00",
+          "1890-07-06T00:00:00",
+          "1890-08-06T00:00:00",
+          "1890-09-06T00:00:00",
+          "1890-10-06T00:00:00",
+          "1890-11-06T00:00:00",
+          "1890-12-06T00:00:00",
+          "1891-01-06T00:00:00",
+          "1891-02-06T00:00:00",
+          "1891-03-06T00:00:00",
+          "1891-04-06T00:00:00",
+          "1891-05-06T00:00:00",
+          "1891-06-06T00:00:00",
+          "1891-07-06T00:00:00",
+          "1891-08-06T00:00:00",
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Rolling statistics<a id='2073bc36-b8af-4194-ae88-051de6d1aeeb'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
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+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "---\n",
+       "### Mean GISTEMP"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
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+     "metadata": {},
+     "output_type": "display_data"
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+     "data": {
+      "text/markdown": [
+       "---\n",
+       "### Mean GCAG"
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+       "                            \n",
+       "var gd = document.getElementById('f173244a-0d11-447b-842b-be38254c23d7');\n",
+       "var x = new MutationObserver(function (mutations, observer) {{\n",
+       "        var display = window.getComputedStyle(gd).display;\n",
+       "        if (!display || display === 'none') {{\n",
+       "            console.log([gd, 'removed!']);\n",
+       "            Plotly.purge(gd);\n",
+       "            observer.disconnect();\n",
+       "        }}\n",
+       "}});\n",
+       "\n",
+       "// Listen for the removal of the full notebook cells\n",
+       "var notebookContainer = gd.closest('#notebook-container');\n",
+       "if (notebookContainer) {{\n",
+       "    x.observe(notebookContainer, {childList: true});\n",
+       "}}\n",
+       "\n",
+       "// Listen for the clearing of the current output cell\n",
+       "var outputEl = gd.closest('.output');\n",
+       "if (outputEl) {{\n",
+       "    x.observe(outputEl, {childList: true});\n",
+       "}}\n",
+       "\n",
+       "                        })                };                });            </script>        </div>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Boxplots over time intervals<a id='6a4f4ad1-1743-4369-93ac-57af66e93850'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "---\n",
+       "### Mean GISTEMP"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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+      "text/plain": [
+       "<Figure size 2000x700 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "---\n",
+       "### Mean GCAG"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 2000x700 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Seasonal decomposition<a id='de728b53-0e9a-4007-afc8-5b140e4ec8d6'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "<div class='alert alert-block alert-warning'>Period could not be inferred, please set the `period` parameter to a suitable value. Not plotting seasonal decomposition.</div>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Stationarity tests<a id='3c316018-8281-48c9-ac2c-8cb5a20ca21c'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "---\n",
+       "### Mean GISTEMP"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<style type=\"text/css\">\n",
+       "</style>\n",
+       "<table id=\"T_f4be0\">\n",
+       "  <thead>\n",
+       "    <tr>\n",
+       "      <th class=\"blank level0\" >&nbsp;</th>\n",
+       "      <th id=\"T_f4be0_level0_col0\" class=\"col_heading level0 col0\" >KPSS Test (constant)</th>\n",
+       "      <th id=\"T_f4be0_level0_col1\" class=\"col_heading level0 col1\" >KPSS Test (trend)</th>\n",
+       "      <th id=\"T_f4be0_level0_col2\" class=\"col_heading level0 col2\" >Augmented Dickey-Fuller</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th id=\"T_f4be0_level0_row0\" class=\"row_heading level0 row0\" >Test statistic</th>\n",
+       "      <td id=\"T_f4be0_row0_col0\" class=\"data row0 col0\" >4.97</td>\n",
+       "      <td id=\"T_f4be0_row0_col1\" class=\"data row0 col1\" >0.85</td>\n",
+       "      <td id=\"T_f4be0_row0_col2\" class=\"data row0 col2\" >-0.36</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th id=\"T_f4be0_level0_row1\" class=\"row_heading level0 row1\" >P-value</th>\n",
+       "      <td id=\"T_f4be0_row1_col0\" class=\"data row1 col0\" ><0.01</td>\n",
+       "      <td id=\"T_f4be0_row1_col1\" class=\"data row1 col1\" ><0.01</td>\n",
+       "      <td id=\"T_f4be0_row1_col2\" class=\"data row1 col2\" >0.92</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n"
+      ],
+      "text/plain": [
+       "<pandas.io.formats.style.Styler at 0x7f30e0f8c190>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "---\n",
+       "### Mean GCAG"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "<style type=\"text/css\">\n",
+       "</style>\n",
+       "<table id=\"T_edb91\">\n",
+       "  <thead>\n",
+       "    <tr>\n",
+       "      <th class=\"blank level0\" >&nbsp;</th>\n",
+       "      <th id=\"T_edb91_level0_col0\" class=\"col_heading level0 col0\" >KPSS Test (constant)</th>\n",
+       "      <th id=\"T_edb91_level0_col1\" class=\"col_heading level0 col1\" >KPSS Test (trend)</th>\n",
+       "      <th id=\"T_edb91_level0_col2\" class=\"col_heading level0 col2\" >Augmented Dickey-Fuller</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th id=\"T_edb91_level0_row0\" class=\"row_heading level0 row0\" >Test statistic</th>\n",
+       "      <td id=\"T_edb91_row0_col0\" class=\"data row0 col0\" >4.91</td>\n",
+       "      <td id=\"T_edb91_row0_col1\" class=\"data row0 col1\" >0.79</td>\n",
+       "      <td id=\"T_edb91_row0_col2\" class=\"data row0 col2\" >-0.50</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th id=\"T_edb91_level0_row1\" class=\"row_heading level0 row1\" >P-value</th>\n",
+       "      <td id=\"T_edb91_row1_col0\" class=\"data row1 col0\" ><0.01</td>\n",
+       "      <td id=\"T_edb91_row1_col1\" class=\"data row1 col1\" ><0.01</td>\n",
+       "      <td id=\"T_edb91_row1_col2\" class=\"data row1 col2\" >0.89</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n"
+      ],
+      "text/plain": [
+       "<pandas.io.formats.style.Styler at 0x7f30e0c7ff10>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Autocorrelation<a id='416675ad-1d3b-484e-a373-d4002139872f'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "---\n",
+       "### Mean GISTEMP"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1500x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "---\n",
+       "### Mean GCAG"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1500x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Partial autocorrelation"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "---\n",
+       "### Mean GISTEMP"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1500x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "---\n",
+       "### Mean GCAG"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1500x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Fourier Transform<a id='f7b68195-b3e0-4f79-bf5a-385367d696d5'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "---\n",
+       "### Mean GISTEMP"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1500x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "---\n",
+       "### Mean GCAG"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1500x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "## Short-time Fourier Transform<a id='fcc042e5-7c92-4c2d-bc29-4bd95a431be5'>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "---\n",
+       "### Mean GISTEMP"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/michal/Datamole/edvart/edvart/report_sections/timeseries_analysis/short_time_ft.py:144: UserWarning:\n",
+      "\n",
+      "FixedFormatter should only be used together with FixedLocator\n",
+      "\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 2000x700 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/markdown": [
+       "---\n",
+       "### Mean GCAG"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 2000x700 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "report_ts.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "INFO:edvart.report.DefaultTimeseriesReport:Exporting report to HTML requires generating and executing a notebook, which may take some time.\n"
+     ]
+    }
+   ],
+   "source": [
+    "report_ts.export_html(\n",
+    "    \"time-series-report-exported.html\",\n",
+    "    dataset_name=\"Global Temperature\",\n",
+    "    dataset_description=\"Monthly global temperature anomaly form 1880 until 2016\"\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "report_ts.export_notebook(\n",
+    "    \"time-series-report-exported.ipynb\",\n",
+    "    dataset_name=\"Global Temperature\",\n",
+    "    dataset_description=\"Monthly global temperature anomaly form 1880 until 2016\"\n",
+    ")"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "edvart-SwqqvSBN-py3.11",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.5"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}