Skip to content
This repository has been archived by the owner on Sep 18, 2024. It is now read-only.

Support netst search space #1535

Merged
merged 1 commit into from
Sep 11, 2019
Merged

Support netst search space #1535

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
210 changes: 144 additions & 66 deletions src/webui/src/components/trial-detail/Para.tsx
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -128,13 +128,22 @@ class Para extends React.Component<ParaProps, ParaState> {

hyperParaPic = (source: Array<TableObj>, searchSpace: string) => {
// filter succeed trials [{}, {}, {}]
const dataSource: Array<TableObj> = source.filter(filterByStatus);
const origin = source.filter(filterByStatus);
const dataSource: Array<TableObj> = JSON.parse(JSON.stringify(origin));
const lenOfDataSource: number = dataSource.length;
const accPara: Array<number> = [];
// specific value array
const eachTrialParams: Array<string> = [];
// experiment interface search space obj
const searchRange = searchSpace !== undefined ? JSON.parse(searchSpace) : '';
// nest search space
let isNested: boolean = false;
Object.keys(searchRange).map(item => {
if (typeof searchRange[item]._value[0] === 'object') {
isNested = true;
return;
}
});
const dimName = Object.keys(searchRange);
if (this._isMounted === true) {
this.setState(() => ({ dimName: dimName }));
Expand All @@ -143,79 +152,131 @@ class Para extends React.Component<ParaProps, ParaState> {
const parallelAxis: Array<Dimobj> = [];
// search space range and specific value [only number]
let i = 0;
for (i; i < dimName.length; i++) {
const searchKey = searchRange[dimName[i]];
switch (searchKey._type) {
case 'uniform':
case 'quniform':
parallelAxis.push({
dim: i,
name: dimName[i],
max: searchKey._value[1],
min: searchKey._value[0]
});
break;

case 'randint':
parallelAxis.push({
dim: i,
name: dimName[i],
min: searchKey._value[0],
max: searchKey._value[1],
});
break;

case 'choice':
const data: Array<string> = [];
for (let j = 0; j < searchKey._value.length; j++) {
data.push(searchKey._value[j].toString());
}
parallelAxis.push({
dim: i,
name: dimName[i],
type: 'category',
data: data,
boundaryGap: true,
axisLine: {
lineStyle: {
type: 'dotted', // axis type,solid，dashed，dotted
width: 1
}
},
axisTick: {
show: true,
interval: 0,
alignWithLabel: true,
},
axisLabel: {
show: true,
interval: 0,
// rotate: 30
},
});
break;
// support log distribute
case 'loguniform':
if (lenOfDataSource > 1) {
if (isNested === false) {
for (i; i < dimName.length; i++) {
const searchKey = searchRange[dimName[i]];
switch (searchKey._type) {
case 'uniform':
case 'quniform':
parallelAxis.push({
dim: i,
name: dimName[i],
type: 'log',
max: searchKey._value[1],
min: searchKey._value[0]
});
} else {
break;
case 'randint':
parallelAxis.push({
dim: i,
name: dimName[i],
min: searchKey._value[0],
max: searchKey._value[1],
});
break;
case 'choice':
const data: Array<string> = [];
for (let j = 0; j < searchKey._value.length; j++) {
data.push(searchKey._value[j].toString());
}
parallelAxis.push({
dim: i,
name: dimName[i],
type: 'category',
data: data,
boundaryGap: true,
axisLine: {
lineStyle: {
type: 'dotted', // axis type,solid，dashed，dotted
width: 1
}
},
axisTick: {
show: true,
interval: 0,
alignWithLabel: true,
},
axisLabel: {
show: true,
interval: 0,
// rotate: 30
},
});
break;
// support log distribute
case 'loguniform':
if (lenOfDataSource > 1) {
parallelAxis.push({
dim: i,
name: dimName[i],
type: 'log',
});
} else {
parallelAxis.push({
dim: i,
name: dimName[i]
});
}
break;
default:
parallelAxis.push({
dim: i,
name: dimName[i]
});
}
break;

default:
parallelAxis.push({
dim: i,
name: dimName[i]
});

}
}
} else {
for (i; i < dimName.length; i++) {
const searchKey = searchRange[dimName[i]];
switch (searchKey._type) {
case 'choice':
const data: Array<string> = [];
let j = 0;
for (j; j < searchKey._value.length; j++) {
const item = searchKey._value[j];
Object.keys(item).map(key => {
if (key !== '_name' && key !== '_type') {
Object.keys(item[key]).map(index => {
if (index !== '_type') {
const realChoice = item[key][index];
Object.keys(realChoice).map(m => {
data.push(`${item._name}_${realChoice[m]}`);
});
}
});
}
});
}
data.push('null');
parallelAxis.push({
dim: i,
name: dimName[i],
type: 'category',
data: data,
boundaryGap: true,
axisLine: {
lineStyle: {
type: 'dotted', // axis type,solid dashed dotted
width: 1
}
},
axisTick: {
show: true,
interval: 0,
alignWithLabel: true,
},
axisLabel: {
show: true,
interval: 0,
// rotate: 30
},
});
break;
default:
parallelAxis.push({
dim: i,
name: dimName[i]
});
}
}
}
parallelAxis.push({
Expand Down Expand Up @@ -283,6 +344,23 @@ class Para extends React.Component<ParaProps, ParaState> {
}
}
});
// nested search space, deal data
if (isNested !== false) {
eachTrialParams.forEach(element => {
Object.keys(element).forEach(key => {
let item = element[key];
if (typeof item === 'object') {
Object.keys(item).forEach(index => {
if (index !== '_name') {
element[key] = `${item._name}_${item[index]}`;
} else {
element[key] = 'null';
}
});
}
});
});
}
if (this._isMounted) {
// if not return final result
const maxVal = accPara.length === 0 ? 1 : Math.max(...accPara);
Expand Down