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Zen7.py
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Zen7.py
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#coding=utf-8
#!/usr/bin/env python
#
# This file is part of Zen python
# Copyright (C) 2017 Zen python
#
# Zen python is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# Zen python is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with Zen python. If not, see <http://www.gnu.org/licenses/>.
from ctypes import *
import sys, time, getopt, os
#import numpy as np
import threading
import json
#from geventwebsocket import WebSocketError
class ZEN(object):
def __init__(self, name, dll, boardsize, komi, strength, threads, resign, thinkinterval, printinterval, maxsimulations=1000000000, maxtime=1000000000.0, pnlevel=3, pnweight=1.0, vnmixrate=0.75, amaf=1.0, prior=1.0, dcnn=True):
self.name = name
self.version = '0.4'
#self.name = 'Leela Zero'
#self.version = '0.16'
self.Threads = threads
self.Strength = strength#count, 45000 means 1500*30s, very powerful machine think 30s
self.ZenDLL = dll
self.Komi = komi
self.BoardSize = boardsize
self.Handicap = 0
self.Sgf = []
self.PlayerBlack, self.PlayerWhite, self.ResultStr='','',''
#self.move=[] #playlist[]
self.playlist=[]
#self.movestr=[] #str
self.gameinfo=[] #suitable to dict data type
# unknown: CA FF-4 RU TC TT C AP GM-1 GN DT BR WR TM
# known: SZ PB PW KM HA RE
self.gamelen=0
self.passcount=0
self.blackcount=0
self.whitecount=0
self.blackpass=0
self.whitepass=0
self.MaxSimulations = maxsimulations#MaxSimulations = 1000000000 zliu: it's MCTS Playout, only 29 MCTS will be 1 NN eval
self.MaxTime = maxtime #MaxTime = c_float(1000000000.0), Time*Games/s=Playout
self.ResignRate=resign
self.ThinkInterval=thinkinterval
self.PrintInterval=printinterval
self.analyzeStatus = 0
self.analyzeSess=""
self.SabakiFlat = 1 #0:off 1:on
self.SabakiFlatStatus=False
#statistics
#countarray=[]
self.Itemall = []
self.X, self.Y, self.P, self.W, self.S = c_int(0), c_int(0), c_int(0), c_float(0), create_string_buffer(100)
self.PnLevel = pnlevel
self.PnWeight = c_float(pnweight)
self.VnMixRate = c_float(vnmixrate)
self.Amaf = c_float(amaf)
self.Prior = c_float(prior)
self.Dcnn = dcnn
Print('')
Print('Starting %s...' % name)
try:
Zen = CDLL(self.ZenDLL)
except WindowsError:
Help()
Print(self.ZenDLL + ' load ok')
if name=='Zen7': self.Zen7Init(Zen)
else: self.Zen6Init(Zen)
def Zen7Init(self, Zen):
### Zen7's address, 36 total
self.ZenAddStone = Zen[1] #bool ZenAddStone(int,int,int)
self.ZenIsInitialized = Zen[14] #bool ZenIsInitialized(void)
self.ZenIsLegal = Zen[15] #bool ZenIsLegal(int,int,int)
self.ZenIsSuicide = Zen[16] #bool ZenIsSuicide(int,int,int)
self.ZenIsThinking = Zen[17] #bool ZenIsThinking(void)
self.ZenPlay = Zen[20] #bool ZenPlay(int,int,int)
self.ZenUndo = Zen[35] #bool ZenUndo(int)
self.ZenGetBestMoveRate = Zen[4] #int ZenGetBestMoveRate(void)
self.ZenGetBoardColor = Zen[5] #int ZenGetBoardColor(int,int)
self.ZenGetHistorySize = Zen[6] #int ZenGetHistorySize(void)
self.ZenGetNextColor = Zen[7] #int ZenGetNextColor(void)
self.ZenGetNumBlackPrisoners = Zen[8] #int ZenGetNumBlackPrisoners(void)
self.ZenGetNumWhitePrisoners = Zen[9] #int ZenGetNumWhitePrisoners(void)
self.ZenClearBoard = Zen[2] #void ZenClearBoard(void)
self.ZenFixedHandicap = Zen[3] #void ZenFixedHandicap(int)
self.ZenGetTopMoveInfo = Zen[12] #void ZenGetTopMoveInfo(int,int &,int &,int &,float &,char *,int)
self.ZenInitialize = Zen[13] #void ZenInitialize(char const *)
self.ZenMakeShapeName = Zen[18] #void ZenMakeShapeName(int,int,int,char *,int)
self.ZenPass = Zen[19] #void ZenPass(int)
self.ZenReadGeneratedMove = Zen[21] #void ZenReadGeneratedMove(int &,int &,bool &,bool &)
self.ZenSetBoardSize = Zen[22] #void ZenSetBoardSize(int)
self.ZenSetKomi = Zen[23] #void ZenSetKomi(float)
self.ZenSetMaxTime = Zen[24] #void ZenSetMaxTime(float)
self.ZenSetNextColor = Zen[25] #void ZenSetNextColor(int)
self.ZenSetNumberOfSimulations = Zen[26] #void ZenSetNumberOfSimulations(int)
self.ZenSetNumberOfThreads = Zen[27] #void ZenSetNumberOfThreads(int)
self.ZenSetPnLevel = Zen[28] #void ZenSetPnLevel(int)
self.ZenSetPnWeight = Zen[29] #void ZenSetPnWeight(float)
self.ZenSetVnMixRate = Zen[30] #void ZenSetVnMixRate(float)
self.ZenStartThinking = Zen[31] #void ZenStartThinking(int)
self.ZenStopThinking = Zen[32] #void ZenStopThinking(void)
self.ZenTimeLeft = Zen[33] #void ZenTimeLeft(int,int,int)
self.ZenTimeSettings = Zen[34] #void ZenTimeSettings(int,int,int)
self.Zen_10 = Zen[10] #void ZenGetPolicyKnowledge(int (* const)[19])
self.Zen_11 = Zen[11] #void ZenGetTerritoryStatictics(int (* const)[19])
self.ZenInitialize('')
self.ZenSetNumberOfThreads(self.Threads)
self.ZenSetNumberOfSimulations(self.MaxSimulations)
self.ZenSetMaxTime(c_float(self.MaxTime))
self.ZenSetBoardSize(self.BoardSize)
self.ZenSetKomi(c_float(self.Komi))
self.ZenSetPnLevel(self.PnLevel)
self.ZenSetPnWeight(self.PnWeight)
self.ZenSetVnMixRate(self.VnMixRate)
self.ZenClearBoard()
Print('Zen Initialize ok(%d)' % self.ZenIsInitialized())
Print('Threads: %d' % self.Threads)
Print('BoardSize: %d' % self.BoardSize)
Print('Komi: %.1f' % self.Komi)
Print('Resign: %.1f%%' % (self.ResignRate*100.0))
Print('Strength: %d (counts, NN eval)' % self.Strength)
Print('MaxSim: %d (playouts, MCTS search)' % self.MaxSimulations)
Print('MaxTime: %.1f' % self.MaxTime)
Print('PnLevel: %d' % self.PnLevel)
Print('PnWeight: %4.2f' % self.PnWeight.value)
Print('VnMixRate: %4.2f' % self.VnMixRate.value)
Print('ThinkInterval: %6.2f' % self.ThinkInterval)
Print('PrintInterval: %6.2f' % self.PrintInterval)
Print('')
def Zen6Init(self,Zen):
self.ZenClearBoard = Zen[2]
self.ZenGetBoardColor = Zen[5] #int ZenGetBoardColor(int,int)
self.ZenGetNextColor = Zen[7]
self.ZenGetNumBlackPrisoners = Zen[8]
self.ZenGetNumWhitePrisoners = Zen[9]
self.ZenGetTopMoveInfo = Zen[12]
self.ZenInitialize = Zen[13]
self.ZenIsThinking = Zen[17]
self.ZenPass = Zen[19]
self.ZenPlay = Zen[20]
self.ZenSetAmafWeightFactor = Zen[22] #All Moves As First means simulate the enviroment of the first move, from mc+uct -> mc+amaf
self.ZenSetBoardSize = Zen[23]
self.ZenSetDCNN = Zen[24]
self.ZenSetKomi = Zen[25]
self.ZenSetMaxTime = Zen[26]
self.ZenSetNumberOfSimulations = Zen[28]
self.ZenSetNumberOfThreads = Zen[29]
self.ZenSetPriorWeightFactor = Zen[30] #PriorWeightFactor = min(1.0, 0.2 + move number/100), can increase the moves to select
self.ZenStartThinking = Zen[31]
self.ZenStopThinking = Zen[32]
self.ZenUndo = Zen[35] #bool ZenUndo(int)
self.Zen_10 = Zen[10] #void ZenGetPolicyKnowledge(int (* const)[19])
self.Zen_11 = Zen[11] #void ZenGetTerritoryStatictics(int (* const)[19])
self.ZenInitialize('')
self.ZenSetBoardSize(self.BoardSize)
self.ZenSetNumberOfThreads(self.Threads)
self.ZenSetNumberOfSimulations(self.MaxSimulations)
self.ZenSetMaxTime(c_float(self.MaxTime))
self.ZenSetAmafWeightFactor(self.Amaf)
self.ZenSetPriorWeightFactor(self.Prior)
self.ZenSetDCNN(self.Dcnn)
self.ZenClearBoard()
self.ZenSetKomi(c_float(self.Komi))
#Print('Zen Initialize ok(%d)' % self.ZenIsInitialized())
Print('Threads: %d' % self.Threads)
Print('BoardSize: %d' % self.BoardSize)
Print('Komi: %.1f' % self.Komi)
Print('Resign: %.1f%%' % (self.ResignRate*100.0))
Print('Strength: %d (counts, NN eval)' % self.Strength)
Print('MaxSim: %d (playouts, MCTS search)' % self.MaxSimulations)
Print('MaxTime: %.1f' % self.MaxTime)
Print('Amaf: %4.2f' % self.Amaf.value)
Print('Prior: %4.2f' % self.Prior.value)
Print('Dcnn: %d' % self.Dcnn)
Print('ThinkInterval: %5.2f' % self.ThinkInterval)
Print('PrintInterval: %5.2f' % self.PrintInterval)
Print('')
def clear(self):
self.ZenClearBoard()
self.Sgf = []
self.Itemall = []
self.playlist = []
self.gamelen=0
self.passcount=0
self.blackcount=0
self.whitecount=0
self.blackpass=0
self.whitepass=0
def setkomi(self, value):
self.Komi = value
def ZenGetPolicyKnowledge(self):
k = ((c_int * 19) * 19)()
#Zen[10](k)
self.Zen_10(k)
return k
def print19(self,t):
for i in range(0, self.BoardSize):
l=[]
for j in range(0, self.BoardSize):
#l.append( '%5d' % t[i][j] )
l.append( '%d' % t[i][j] )
print(' '.join(l))
def ZenGetTerritoryStatictics(self):
t = ((c_int * 19) * 19)()
#Zen[11](t)
self.Zen_11(t)
return t
def PrintTop(len):
for N in range(0, len):
X, Y, P, W, S = c_int(0), c_int(0), c_int(0), c_float(0), create_string_buffer(100)
ret = ZenGetTopMoveInfo(N, byref(X), byref(Y), byref(P), byref(W), S, 99)
Print('ret: %d %d,%d %d %.2f %s' % (ret,X.value,Y.value,P.value,W.value,S.value))
def showboard(self):
Print("")
Print("Black Passes: %3d White Passes: %3d" % (self.blackpass, self.whitepass ))
Print("Passes: %d Black (X) Prisoners: %d" % (self.passcount,self.ZenGetNumBlackPrisoners() ))
Print("%s to move White (O) Prisoners: %d" % ("Black (X)" if self.ZenGetNextColor()==2 else "White (O)",self.ZenGetNumWhitePrisoners()))
Print("")
gamelen=len(self.playlist)
#print(self.playlist)
Print('Game len: %d' % gamelen)
Print(" a b c d e f g h j k l m n o p q r s t")
for i in range(0, self.BoardSize):
line = "%2d" % (self.BoardSize-int(i))
last=0
for j in range(0, self.BoardSize):
if (gamelen>0) and ((j==self.playlist[gamelen-1][0]) and (i==self.playlist[gamelen-1][1])):
line += "(%s)" % ("." if self.ZenGetBoardColor(j,i) == 0 else "X" if self.ZenGetBoardColor(j,i) == 2 else "O")
#line += " %s " % ("." if self.ZenGetBoardColor(j,i) == 0 else "X" if self.ZenGetBoardColor(j,i) == 2 else "O")
last=1
else:
if last==0:
line += " %s" % ("." if self.ZenGetBoardColor(j,i) == 0 else "X" if self.ZenGetBoardColor(j,i) == 2 else "O")
else:
last=0
line += "%s" % ("." if self.ZenGetBoardColor(j,i) == 0 else "X" if self.ZenGetBoardColor(j,i) == 2 else "O")
line += " %2d" % (self.BoardSize-int(i))
Print(line)
Print(" a b c d e f g h j k l m n o p q r s t")
Print("")
Print("Black time: ??:??:??")
Print("White time: ??:??:??")
Print("")
def PrintOneTopMoveDebug(item):
Print('%d,%d %d %.2f %s' % (item[0],item[1],item[2],item[3]*100,item[4]))
def PrintTopMoveDebug(list):
listlen=len(list)
#if listlen>1: listlen=1
for i in range(0, listlen):
PrintOneTopMoveDebug(list[i])
def PrintListDebug(list, list_prv):
Print('')
Print('list:')
PrintTopMoveDebug(list)
Print('list previous:')
PrintTopMoveDebug(list_prv)
def PrintOneTopMove(self, item,C):
#Print('%s %s[%s] -> %8d [%s],%s%% [%s], %s' % (('W' if C== 1 else 'B'), item[4].split()[0].ljust(4), \
# item[5], item[2], item[6], ('%.2f' % (item[3] * 100)).rjust(6), item[7], item[4]))
Print('%s -> %8d,%s%%, %s' % ( item[4].split()[0].ljust(4), \
item[2], ('%.2f' % (item[3] * 100)).rjust(6), item[4]))
def PrintTopMove(self, list,C):
listlen=len(list)
for i in range(0, listlen):
self.PrintOneTopMove(list[i],C)
def PrintAnalyze(self, list):
listlen=len(list)
for i in range(0, listlen):
#item = list[i]
#info move P1 visits 3 winrate 5337 order 0 pv P1 J17
Print('info color %s move %s visits %d winrate %d order %d pv %s' % (('W' if C== 1 else 'B'), item[4].split()[0], item[2], item[3] * 10000, i, item[4]))
#Print('aabbcc')
def GetTopMoveList(self, num):
#global X, Y, P, W, S
itemlist=[]
for i in range(0, num):
ret = self.ZenGetTopMoveInfo(i, byref(self.X), byref(self.Y), byref(self.P), byref(self.W), self.S, 99)
#Print('ret: %d %d %.2f %s' % (ret,P.value,W.value,S.value))
if self.P.value == 0:
return itemlist
break
Item = [self.X.value, self.Y.value, self.P.value, self.W.value, self.S.value, '+', '+', '+']
itemlist.append([self.X.value, self.Y.value, self.P.value, self.W.value, self.S.value, '+', '+', '+'])
return itemlist
def ZenGenMove(self, C):
#global blackcount, whitecount
#global X, Y, P, W, S
list,list_prv,list_tmp=[],[],[]
thinkcount=0
self.ZenStartThinking(C)
reason = 'Stop by Zen'
time_begin=time.time()
while self.ZenIsThinking() != -0x80000000:
thinkcount+=1
#PrintListDebug(list, list_prv)
time.sleep(self.ThinkInterval)
list_tmp=self.GetTopMoveList(5)
if len(list_tmp)==0:
#Print('P.value==0')
continue
elif list_tmp[0][2]>=self.Strength:
self.ZenStopThinking()
list_tmp=self.GetTopMoveList(5)
#Print('P.value>=Strength')
reason = 'Stop by %d >= %d' % ( list_tmp[0][2], self.Strength )
list_prv=list
list=list_tmp
break
else:
time_end=time.time()
if int(time_end-time_begin)>=int(self.PrintInterval):
time_begin=time_end
#if ((self.ThinkInterval*thinkcount)%self.PrintInterval)==0:
Print('')
self.PrintTopMove(list_tmp,C)
list_prv=list
list=list_tmp
#time.sleep(ThinkInterval)
self.ZenStopThinking()#zliu: maybe useless
#PrintListDebug(list, list_prv)
self.Itemall.append([C, list, list_prv])
if C==2 : self.blackcount+=1
else: self.whitecount+=1
if len(list)==0:
Print('%s-%s %s No. %3d %.1fs %s %d %.2f%% %s' % (self.name, self.version, 'B' if C==2 else 'W', self.blackcount+self.whitecount, thinkcount*self.ThinkInterval, 'pass', 0, 0, reason) )
return list
else:
Print('%s-%s %s No. %3d %.1fs %s %d %.2f%% %s' % (self.name, self.version, 'B' if C==2 else 'W', self.blackcount+self.whitecount, thinkcount*self.ThinkInterval, list[0][4].split()[0], list[0][2], list[0][3]*100, reason) )
self.PrintTopMove(list,C)
return list
#Print(' Prisoners: Black %d, White %d %s-%s %d %.2f%%' % (ZenGetNumBlackPrisoners(), ZenGetNumWhitePrisoners(), name, version, P.value, W.value*100) )
def final_score_V1(self):
str=''
bt,wt=[0]*10,[0]*10
t=self.ZenGetTerritoryStatictics()
for i in range(0, self.BoardSize):
for j in range(0, self.BoardSize):
if t[i][j] > 900: bt[9]+=1
if t[i][j] > 800: bt[8]+=1
if t[i][j] > 700: bt[7]+=1
if t[i][j] > 600: bt[6]+=1
if t[i][j] > 500: bt[5]+=1
if t[i][j] > 400: bt[4]+=1
if t[i][j] > 300: bt[3]+=1
if t[i][j] > 200: bt[2]+=1
if t[i][j] > 100: bt[1]+=1
if t[i][j] > 0: bt[0]+=1
if t[i][j] < -900: wt[9]+=1
if t[i][j] < -800: wt[8]+=1
if t[i][j] < -700: wt[7]+=1
if t[i][j] < -600: wt[6]+=1
if t[i][j] < -500: wt[5]+=1
if t[i][j] < -400: wt[4]+=1
if t[i][j] < -300: wt[3]+=1
if t[i][j] < -200: wt[2]+=1
if t[i][j] < -100: wt[1]+=1
if t[i][j] < 0: wt[0]+=1
Print('Total: %d Komi: %.1f' % (self.gamelen, self.Komi))
for j in range(0,9):
i=9-j
Print('%3d Black: %d White: %d Result: %.1f' % (i*100, bt[i],wt[i],bt[i]-wt[i]-self.Komi))
rt9=bt[9]-wt[9]-self.Komi
if rt9>0 : str='B+%.1f' % rt9
else: str='W+%.1f' % -rt9
return str
def final_score(self):
r,s=self.ZenScore()
return s
def stat_territory(self, threshhold, t):
black_alive, black_capture, black_territory=0,0,0
white_alive, white_capture, white_territory=0,0,0
# recalculate territory according to around threshhold
t_b = ((c_int * 19) * 19)()
t_w = ((c_int * 19) * 19)()
for i in range(0, self.BoardSize):
for j in range(0, self.BoardSize):
t_b[i][j] = -1
t_w[i][j] = -1
if (i-1)<0 or t[i-1][j]>threshhold:
if (i+1)==self.BoardSize or t[i+1][j]>threshhold:
if (j-1)<0 or t[i][j-1]>threshhold:
if (j+1)==self.BoardSize or t[i][j+1]>threshhold:
t_b[i][j] = 2
if (i-1)<0 or t[i-1][j]<-threshhold:
if (i+1)==self.BoardSize or t[i+1][j]<-threshhold:
if (j-1)<0 or t[i][j-1]<-threshhold:
if (j+1)==self.BoardSize or t[i][j+1]<-threshhold:
t_w[i][j] = 1
for i in range(0, self.BoardSize):
for j in range(0, self.BoardSize):
boardcolor = self.ZenGetBoardColor(j,i)
if boardcolor == 0: #"."
if t_b[i][j] ==2: black_territory+=1
if t_w[i][j] ==1: white_territory+=1
if boardcolor == 2: #"X"
if t[i][j] >= -threshhold: black_alive+=1
if t[i][j] < -threshhold: white_capture+=1
if boardcolor == 1: #"O"
if t[i][j] > threshhold: black_capture+=1
if t[i][j] <= threshhold: white_alive+=1
return black_alive, black_capture, black_territory, white_alive, white_capture, white_territory
def ZenScore(self, level=3):
black_prisoner=self.ZenGetNumBlackPrisoners()
white_prisoner=self.ZenGetNumWhitePrisoners()
'''
Print('')
Print("Black Passes: %3d White Passes: %3d" % (self.blackpass, self.whitepass ))
Print('level tb_wocap tw_wocap cap_b cap_w terr_b terr_w dead_b dead_w alive_b alive_w stone_b stone_w result(terr,area)')
'''
Print('level result(terr,area)')
t=self.ZenGetTerritoryStatictics()
rt,ra=[0]*10,[0]*10
for i in range(0,10,1):
black_alive, black_capture, black_territory, white_alive, white_capture, white_territory=self.stat_territory(i*100,t)
#Japanese rule
black_score_territory = black_territory + 2*black_capture + black_prisoner
white_score_territory = white_territory + 2*white_capture + white_prisoner
result_score_territory = black_score_territory - white_score_territory
#Chinese rule
black_score_area = black_alive + black_capture + black_territory
white_score_area = white_alive + white_capture + white_territory
result_score_area = black_score_area - white_score_area
rt[i]=result_score_territory-self.Komi
ra[i]=result_score_area-self.Komi
'''
Print('%5d %8d %8d %5d %5d %6d %6d %6d %6d %7d %7d %7d %7d %4d %4d %6.1f %6.1f' % (i*100, \
black_territory,white_territory, \
black_capture, white_capture, \
black_territory+black_capture, white_territory+white_capture, \
black_capture+black_prisoner, white_capture+white_prisoner, \
black_alive, white_alive, \
black_alive+white_capture+white_prisoner, white_alive+black_capture+black_prisoner, \
result_score_territory, result_score_area, \
result_score_territory-self.Komi, result_score_area-self.Komi))
'''
Print('%5d %6.1f %6.1f' % (i*100, result_score_territory-self.Komi, result_score_area-self.Komi))
i=level
'''
if rt[i]>0 : str='B+%.1f' % rt[i]
else: str='W+%.1f' % -rt[i]
return rt[i],str
'''
if ra[i]>0 : str='B+%.1f' % ra[i]
else: str='W+%.1f' % -ra[i]
return ra[i],str
def wait_analyze(self):
while 1:
if self.ZenIsThinking() == -0x80000000:
break;
time.sleep(50)
def gen_analyze(self, C=-1, interval=100):
global X, Y, P, W, S
# print "zen7 thread %s is running" % threading.current_thread().name
# print C, interval
# interval=interval*5
if C==-1: C=self.ZenGetNextColor()
self.analyzeStatus = True
# self.lastStrength=0
# self.Strength=100000000
list=[]
thinkcount=0
ret={"cmd":"", "sess":"", "para":"", "result":""}
ret["cmd"]="lz-analyze";
self.ZenStartThinking(C)
while 1:
thinkcount+=1
time.sleep(self.ThinkInterval)
list=self.GetTopMoveList(5)
if len(list)==0:
#Print('P.value==0')
continue
#Print('aaa')
#self.PrintAnalyze(list)
listlen=len(list)
re = []
#analyz_response={"x":-1, "y":-1, "move":"", "visits":1, "winrate":1, "order":1, "pv":""}
analyz_response=[dict() for i in range(listlen)]
info=''
try:
for i in range(0, listlen):
#for item in list:
item = list[i]
#print i
#Print('info move %s visits %d winrate %d order %d pv %s' % (item[4].split()[0], item[2], item[3] * 10000, i, item[4]))
if item[4] == 'pass':
continue
analyz_response[i]["x"] = 'ABCDEFGHJKLMNOPQRST'.find(item[4].split()[0][0])
analyz_response[i]["y"] = self.BoardSize - int(item[4].split()[0][1:])
analyz_response[i]["move"] = item[4].split()[0]
analyz_response[i]["visits"] = item[2]
analyz_response[i]["winrate"] = int(item[3] * 10000)
analyz_response[i]["order"] = i
analyz_response[i]["pv"] = item[4]
re.append(analyz_response[i])
info+='info move %s visits %d winrate %d order %d pv %s ' % (analyz_response[i]["move"],analyz_response[i]["visits"],analyz_response[i]["winrate"],analyz_response[i]["order"], analyz_response[i]["pv"])
except ValueError as e:
print(e)
#print('unknown error')
if info!='' and ((self.ThinkInterval*thinkcount*100)%interval)==0:
#info move K19 visits 2 winrate 5114 order 0 pv K19 L3
Print(info)
# print ret
# print
ret["result"]=re;
ret["sess"]=self.analyzeSess;
#Print('')
if self.ZenIsThinking() == -0x80000000:
# Print('ZenIsThinking()==-0x80000000')
# self.Strength = self.lastStrength
break
if self.analyzeStatus==0:
#Print('analyzeStatus==0')
# self.Strength = self.lastStrength
break
# if list[0][2]>=self.Strength:
# Print('Stop gen_analyze >=Strength(%d)' % self.Strength)
# self.Strength = self.lastStrength
# self.analyzeStatus=0
# break
# self.ZenStopThinking()
# print "thread %s ended" % threading.current_thread().name
return
def loadsgf(self, filename, loadgamelen):
Print('loadsgf: %s' % filename)
Print('load gamelen: %d' % loadgamelen)
try:
fd=open(filename,'rb')
str=fd.read()
fd.close()
except :
print("File is not found.")
return
#get move from sgf
gameinfostr = str[str.find(';'):str.find(';',str.find(';')+1)]
#Print('gameinfo: %s' % gameinfostr)
gameinfostr = gameinfostr.replace('\r','')
gameinfostr = gameinfostr.replace('\n','')
gameinfostr = gameinfostr.replace(';','')
#gameinfostr = gameinfostr.replace('[','')
gameinfostr=gameinfostr.split(']')
#Print("gameinfostr: %s" % gameinfostr)
self.ZenClearBoard()
gameinfo=[]
for i in range(0, len(gameinfostr)):
gameinfo.append(gameinfostr[i].split('['))
if gameinfo[i][0]=="SZ":
self.BoardSize = int(gameinfo[i][1])
self.ZenSetBoardSize(self.BoardSize)
elif gameinfo[i][0]=="KM":
self.Komi = float(gameinfo[i][1])
self.ZenSetKomi(c_float(self.Komi))
elif gameinfo[i][0]=="HA":
self.Handicap = int(gameinfo[i][1])
if (self.Handicap!=0):
self.ZenFixedHandicap(self.Handicap)
elif gameinfo[i][0]=="PB":
self.PlayerBlack = gameinfo[i][1]
elif gameinfo[i][0]=="PW":
self.PlayerWhite = gameinfo[i][1]
elif gameinfo[i][0]=="RE":
self.ResultStr = gameinfo[i][1]
else:
#Print('unknown gameinfo %s %s' % (gameinfo[i][0], ''if len(gameinfo[i])==1 else gameinfo[i][1]))
pass
#Print("gameinfo: %s" % gameinfo)
#1.find main variation: replace all(, find the 1st ) as end
movestr=str[str.find(';',str.find(';')+1):-1]
movestr = movestr.replace('\r','')
movestr = movestr.replace('\n','')
movestr=movestr.replace('(','')
if movestr.find(')') != -1:
movestr = movestr[0:movestr.find(')')]
str = movestr
str=str.replace(';',"")
str=str.replace('[',"")
str=str.split(']')
self.playlist=[]
self.Sgf = []
self.gamelen = 0
for N in range(0, len(str)-1):
if str[N][0]=='B':
color = 2
elif str[N][0]=='W':
color = 1
else:
Print('unknown move %s' % str[N][0])
continue
if len(str[N])==3:
self.playlist.append(['abcdefghijklmnopqrst'.find(str[N][1]), 'abcdefghijklmnopqrst'.find(str[N][2]),color])
if ((int(N)<4) or (len(str)-int(N)<6)):
Print('No:%3d %s SGF:%s%s Zen:%2d,%2d(%1d) GTP:%s%d' % (N+1, \
str[N][0], str[N][1], str[N][2], \
self.playlist[self.gamelen][0], self.playlist[self.gamelen][1], self.playlist[self.gamelen][2], \
'ABCDEFGHJKLMNOPQRST'[self.playlist[self.gamelen][0]],self.BoardSize-self.playlist[self.gamelen][1]) )
if (str[N][1]!='t' and str[N][2]!='t'):
ret = self.ZenPlay(self.playlist[self.gamelen][0], self.playlist[self.gamelen][1], self.playlist[self.gamelen][2])
self.Sgf.append(str[N][0]+'['+str[N][1]+str[N][2]+']')
if (color==2): self.blackcount+=1
else: self.whitecount+=1
self.passcount=0
else:
ret = self.ZenPass(color)
if (color==2): self.blackpass+=1
else: self.whitepass+=1
self.passcount+=1
self.Sgf.append(str[N][0]+'[tt]')
else:
self.playlist.append([self.BoardSize, self.BoardSize, color])
if ((int(N)<4) or (len(str)-int(N)<6)):
Print('No:%3d %s SGF:-,- Zen:%2d,%2d(%1d) GTP:-,-' % (N+1, \
str[N][0], self.playlist[self.gamelen][0], self.playlist[self.gamelen][1], self.playlist[self.gamelen][2]))
ret = self.ZenPass(color)
if (color==2): self.blackpass+=1
else: self.whitepass+=1
self.passcount+=1
self.Sgf.append(str[N][0]+'[tt]')
if not ret:
Print("No: %3d ret = %s-%d" % (N+1, 'true' if ret else 'false', ret))
self.gamelen+=1
if(self.gamelen==loadgamelen) : break
#zliu: add to Sgf=xx
Print('')
Print("BoardSize: %d Komi %.1f Handicap %d" % (self.BoardSize, self.Komi, self.Handicap))
Print("Black: %s White: %s" % (self.PlayerBlack, self.PlayerWhite))
Print("Total move: %d" % int(self.gamelen))
Print("Result: %s" % self.ResultStr)
Print('')
#Print(self.final_score())
r,s=self.ZenScore()
Print('')
print filename, s, self.PlayerBlack, self.PlayerWhite
self.gamestr = str
#Print('')
#print 'playlist:', self.playlist
#print 'sgf:', self.Sgf
#print 'passcount:', self.passcount
#print 'gamelen:', self.gamelen
#print 'gamestr:', self.gamestr
def rotate(self, symmetry):
if len(self.playlist) == 0 :
Print('please loadsgf first')
return
self.Sgf = []
self.ZenClearBoard()
playlist = self.playlist
str = self.gamestr
for N in range(0, len(self.playlist)-1):
if symmetry == 1:
tmp = playlist[N][0]
playlist[N][0] = playlist[N][1]
playlist[N][1] = tmp
elif symmetry == 2:
tmp = playlist[N][0]
playlist[N][0] = -playlist[N][1]+18
playlist[N][1] = tmp
elif symmetry == 3:
playlist[N][0] = -playlist[N][0]+18
#playlist[N][1] = playlist[N][1]
elif symmetry == 4:
playlist[N][0] = -playlist[N][0]+18
playlist[N][1] = -playlist[N][1]+18
elif symmetry == 5:
tmp = playlist[N][0]
playlist[N][0] = -playlist[N][1]+18
playlist[N][1] = -tmp+18
elif symmetry == 6:
tmp = playlist[N][0]
playlist[N][0] = playlist[N][1]
playlist[N][1] = -tmp+18
elif symmetry == 7:
#playlist[N][0] = playlist[N][0]
playlist[N][1] = -playlist[N][1]+18
str[N] = str[N][0]+'abcdefghijklmnopqrstuvwxyz'[playlist[N][0]]+'abcdefghijklmnopqrstuvwxyz'[playlist[N][1]]
ret = self.ZenPlay(playlist[N][0], playlist[N][1], playlist[N][2])
self.Sgf.append(str[N][0]+'['+str[N][1]+str[N][2]+']')
self.passcount=0
def play(self, colorstr, movestr):
#print 'play %s %s' % (colorstr, movestr)
C = self.ZenGetNextColor()
if movestr == 'pass':
if [C, colorstr] in [[1, 'b'], [2, 'w']]:
self.ZenPass(C)
self.passcount+=1
if C==2 : self.blackpass+=1
else: self.whitepass+=1
self.Sgf.append(('W' if C == 1 else 'B') + '[tt]')
self.playlist.append([self.BoardSize, self.BoardSize, C])
C = 3 - C
self.ZenPass(C)
self.passcount+=1
if C==2 : self.blackpass+=1
else: self.whitepass+=1
self.Sgf.append(('W' if C == 1 else 'B') + '[tt]')
self.playlist.append([self.BoardSize, self.BoardSize, C])
return
x = 'abcdefghjklmnopqrstuvwxyz'.find(movestr[0])
y = self.BoardSize - int(movestr[1:])
if [C, colorstr] in [[1, 'b'], [2, 'w']]:
self.ZenPass(C)
self.passcount+=1
if C==2 : self.blackpass+=1
else: self.whitepass+=1
self.Sgf.append(('W' if C == 1 else 'B') + '[tt]')
self.playlist.append([self.BoardSize, self.BoardSize, C])
C = 3 - C
if C==2 : self.blackcount+=1
else: self.whitecount+=1
self.ZenPlay(x, y, C)
self.Sgf.append(('W' if C == 1 else 'B') + '[' + 'abcdefghijklmnopqrstuvwxyz'[x] + 'abcdefghijklmnopqrstuvwxyz'[y] + ']')
self.passcount=0
self.playlist.append([x, y, C])
def Reply(S):
sys.stdout.write('= ' + S + '\n\n')
sys.stdout.flush()
def Print(S):
sys.stderr.write(S + '\n')
sys.stderr.flush()
def Help():
Print('')
Print("Basic options:")
Print(" -h [ --help ]".ljust(32) + "Show all allowed options.")
Print(" -d [ --dll ] arg (=.\Zen.dll)".ljust(32) + "Set the path of Zen.dll.")
Print(" -t [ --threads ] arg (=4)".ljust(32) + "Set the number of threads.")
Print(" --size arg (=19)".ljust(32) + "Set the board size.")
Print(" --komi arg (=7.5)".ljust(32) + "Set the komi.")
Print(" -r [ --resign ] arg (=0.1)".ljust(32) + "Set the resign rate.")
Print(" -n [ --name ] arg (=7)".ljust(32) + "Choose 6(Zen6) or 7(Zen7)")
Print('')
Print('Strength options (Make sure one option is used):')
Print(" -s [ --strength ] arg (=10000)".ljust(32) + "Set the top move visits")
Print(" --maxsim arg (=1g)".ljust(32) + "Set the max simulation.")
Print(" --maxtime arg (=1g s)".ljust(32) + "Set the max time.")
Print('')
Print("Advanced Strength options (Zen6):")
Print(" --amaf arg (=1.0)".ljust(32) + "Set the amaf (All Moves As First).")
Print(" --prior arg (=1.0)".ljust(32) + "Set the policy network.")
Print(" --dcnn arg (=1)".ljust(32) + "Open/Close the dcnn. (0: close, 1: open)")
Print('')
Print("Strength reference (Zen6):")
Print('Level maxsim amaf prior dcnn MaxTime')
Print('------------------------------------------------------')
Print('7d 12000 1.0 1.0 1 60s')
Print('6d 3000 1.0 1.0 1 60s')
Print('5d 3000 0.5 1.0 1 60s')
Print('4d 3000 0.3 1.0 1 60s')
Print('3d 3000 0.1 1.0 1 60s')
Print('2d 3000 1.0 1.0 0 60s')
Print('1d 3000 0.7 0.8 0 60s')
Print('1k 3000 0.58 0.8 0 60s')
Print('2k 2500 0.35 0.75 0 60s')
Print('3k 2500 0.35 0.75 0 60s')
Print('4k 2000 0.25 0.7 0 60s')
Print('5k 1500 0.18 0.65 0 60s')
Print('')
Print("Advanced Strength options (Zen7):")
Print(" --pnlevel arg (=3)".ljust(32) + "Set the policy level.")
Print(" --pnweight arg (=1.0)".ljust(32) + "Set the policy network weight.")
Print(" --vnrate arg (=0.75)".ljust(32) + "Set the value network mix rate.")
Print('')
Print("Strength reference (Zen7):")
Print('Level maxsim PnLevel PnWeight VnMixRate MaxTime')
Print('------------------------------------------------------')
Print('6k 1000 0 1.6 0.3 60s')
Print('5k 1100 0 1.4 0.3 60s')
Print('4k 1200 0 1 0.3 60s')
Print('------------------------------------------------------')
Print('3k 1300 1 2.4 0.3 60s')
Print('2k 1400 1 2 0.3 60s')
Print('1k 1500 1 1.6 0.3 60s')
Print('1d 1800 1 1.3 0.35 60s')
Print('2d 2000 1 1 0.4 60s')
Print('------------------------------------------------------')
Print('3d 2200 2 2 0.45 60s')
Print('4d 2400 2 1.5 0.5 60s')
Print('5d 2700 2 1 0.55 60s')
Print('------------------------------------------------------')
Print('6d 3000 3 4.4 0.6 60s')
Print('7d 3500 3 2.8 0.65 60s')
Print('8d 4000 3 1.4 0.7 60s')
Print('9d 6000 3 1 0.75 60s')
Print('------------------------------------------------------')
Print('5s~ 1000000 3 1 0.75 5s~')
Print('analyse 1000000 3 1 0.75 3600s')
Print('')
Print("Other options:")
Print(" --thinkinterval arg (=0.1s)".ljust(32) + "Set the think interval, how much time to check strength threshhold")
Print(" --interval arg (=300s)".ljust(32) + "Set the print log interval.")
sys.exit()
def main(argv=None):
if argv is None:
argv = sys.argv
try: opts, args = getopt.getopt(sys.argv[1:], "ht:s:r:n:d:", ["help", "threads=", "strength=","size=","komi=","resign=","name=","interval=","thinkinterval=","maxsim=","maxtime=","amaf=","prior=","dcnn=","pnlevel=","pnweight=","vnrate=","dll=","referee"])
except getopt.GetoptError: Help()
if args != []: Help()
name = 'Zen7'
dirname, filename = os.path.split(os.path.abspath(sys.argv[0]))
#ZenDLL=sys.path[0]+'/Zen.dll'
ZenDLL=dirname+'/Zen.dll'
BoardSize=19
Komi=7.5
Strength=10000
Threads=4
ResignRate=0.1
ThinkInterval=0.1
PrintInterval=300
MaxSimulations=1000000000
MaxTime=1000000000.0
PnLevel=3
PnWeight=1.0
VnMixRate=0.75
Amaf=1.0
Prior=1.0
Dcnn=True
Referee = False
for opt, arg in opts:
if opt in ['-h','--help']: Help()
if opt in ['-t','--threads']:
if not arg.isdigit() or int(arg) < 1: Help()
Threads = int(arg)
continue
if opt in ['-s','--strength']:
if not arg.isdigit() or int(arg) < 1: Help()
Strength = int(arg)
continue
if opt in ['--size']:
if not arg.isdigit() or int(arg) < 5 or int(arg) > 19: Help()
BoardSize = int(arg)
continue
if opt in ['--komi']:
try:
Komi = float(arg)
except ValueError:
Help()
continue
if opt in ['-r','--resign']:
try:
ResignRate = float(arg)
except ValueError:
Help()
continue
if opt in ['-n','--name']:
if not arg.isdigit() or int(arg) < 6 or int(arg) > 7: Help()
if int(arg) == 7:
name='Zen7'
# ZenDLL='d:/go/zen7/Zen.dll'
if int(arg) == 6:
name='Zen6'
# ZenDLL='d:/go/zen6/Zen.dll'
continue
if opt in ['--interval']:
try:
PrintInterval = float(arg)
except ValueError:
Help()
continue
if opt in ['--thinkinterval']:
try:
ThinkInterval = float(arg)
except ValueError:
Help()
continue
if opt in ['--maxsim']:
if not arg.isdigit() or int(arg) < 0 or int(arg) > 1000000000: Help()
MaxSimulations = int(arg)
Strength=1000000
continue
if opt in ['--maxtime']:
try:
MaxTime = float(arg)
Strength=1000000
except ValueError:
Help()
continue
if opt in ['--dcnn']:
if not arg.isdigit() or int(arg) < 0 or int(arg) > 1: Help()
Dcnn = True if int(arg) == 1 else False
continue
if opt in ['--amaf']:
try: