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leela_analysis.py
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leela_analysis.py
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# -*- coding: utf-8 -*-
from gtp import gtp, GtpException
import sys
from gomill import sgf, sgf_moves
from sys import exit,argv
from Tkinter import *
import sys
import os
import ConfigParser
from time import sleep
import os
import threading
import ttk
from toolbox import *
from toolbox import _
import tkMessageBox
class LeelaAnalysis():
def run_analysis(self,current_move):
one_move=go_to_move(self.move_zero,current_move)
player_color=guess_color_to_play(self.move_zero,current_move)
leela=self.leela
log()
log("==============")
log("move",str(current_move))
additional_comments=""
#additional_comments="Move "+str(current_move)
if player_color in ('w',"W"):
#additional_comments+="\n"+(_("White to play, in the game, white played %s")%ij2gtp(player_move))
log("leela play white")
answer=leela.play_white()
else:
#additional_comments+="\n"+(_("Black to play, in the game, black played %s")%ij2gtp(player_move))
log("leela play black")
answer=leela.play_black()
best_answer=answer
all_moves=leela.get_all_leela_moves()
if (answer.lower() not in ["pass","resign"]):
one_move.set("CBM",answer.lower()) #Computer Best Move
if all_moves==[]:
bookmove=True
all_moves=[[answer,answer,666,666,666,666,666,666,666]]
else:
bookmove=False
all_moves2=all_moves[:]
nb_undos=1
#log("====move",current_move+1,all_moves[0],'~',answer)
#making sure the first line of play is more than one move deep
while (len(all_moves2[0][1].split(' '))==1) and (answer.lower() not in ["pass","resign"]) and (nb_undos<=20):
#log("going deeper for first line of play (",nb_undos,")")
if player_color in ('w',"W") and nb_undos%2==0:
answer=leela.play_white()
elif player_color in ('w',"W") and nb_undos%2==1:
answer=leela.play_black()
elif player_color not in ('w',"W") and nb_undos%2==0:
answer=leela.play_black()
else:
answer=leela.play_white()
nb_undos+=1
#linelog(all_moves[0],'+',answer)
all_moves2=leela.get_all_leela_moves()
if (answer.lower() not in ["pass","resign"]):
#log("all_moves2:",all_moves2)
if all_moves2==[]:
all_moves2=[[answer,answer,666,666,666,666,666,666,666]]
#log('+',all_moves2)
all_moves[0][1]+=" "+all_moves2[0][1]
if (player_color.lower()=='b' and nb_undos%2==1) or (player_color.lower()=='w' and nb_undos%2==1):
all_moves[0][2]=all_moves2[0][2]
else:
all_moves[0][2]=100-all_moves2[0][2]
else:
log()
log("last play on the fist of play was",answer,"so leaving")
for u in range(nb_undos):
#log("undo...")
leela.undo()
best_move=True
#variation=-1
log("Number of alternative sequences:",len(all_moves))
#log(all_moves)
for sequence_first_move,one_sequence,one_score,one_monte_carlo,one_value_network,one_policy_network,one_evaluation,one_rave,one_nodes in all_moves[:self.maxvariations]:
log("Adding sequence starting from",sequence_first_move)
previous_move=one_move.parent
current_color=player_color
if best_move:
if player_color=='b':
linelog(str(one_score)+'%/'+str(100-one_score)+'%')
else:
linelog(str(100-one_score)+'%/'+str(one_score)+'%')
first_variation_move=True
for one_deep_move in one_sequence.split(' '):
if one_deep_move.lower() in ["pass","resign"]:
log("Leaving the variation when encountering",one_deep_move.lower())
break
i,j=gtp2ij(one_deep_move)
new_child=previous_move.new_child()
new_child.set_move(current_color,(i,j))
if player_color=='b':
black_win_rate=str(one_score)+'%'
white_win_rate=str(100-one_score)+'%'
black_mc_win_rate=str(one_monte_carlo)+'%'
white_mc_win_rate=str(100-one_monte_carlo)+'%'
else:
black_win_rate=str(100-one_score)+'%'
white_win_rate=str(one_score)+'%'
black_mc_win_rate=str(100-one_monte_carlo)+'%'
white_mc_win_rate=str(one_monte_carlo)+'%'
if first_variation_move:
first_variation_move=False
if not bookmove:
variation_comment=_("black/white win probability for this variation: ")+black_win_rate+'/'+white_win_rate
new_child.set("BWR",black_win_rate) #Black Win Rate
new_child.set("WWR",white_win_rate) #White Win Rate
variation_comment+="\n"+_("Monte Carlo win probalbility for this move: ")+black_mc_win_rate+'/'+white_mc_win_rate
if one_value_network!=None:
if player_color=='b':
variation_comment+="\n"+_("Value network black/white win probability for this move: ")+str(one_value_network)+'%/'+str(100-one_value_network)+'%'
else:
variation_comment+="\n"+_("Value network black/white win probability for this move: ")+str(100-one_value_network)+'%/'+str(one_value_network)+'%'
if one_policy_network!=None:
variation_comment+="\n"+_("Policy network value for this move: ")+str(one_policy_network)+'%'
if one_evaluation!=None:
variation_comment+="\n"+_("Evaluation for this move: ")+str(one_evaluation)+'%'
if one_rave!=None:
variation_comment+="\n"+_("RAVE(x%: y) for this move: ")+str(one_rave)+'%'
variation_comment+="\n"+_("Number of playouts used to estimate this variation: ")+str(one_nodes)
new_child.add_comment_text(variation_comment)
else:
new_child.add_comment_text(_("Book move"))
if best_move:
best_move=False
if not bookmove:
additional_comments+="\n"+(_("%s black/white win probability for this position: ")%"Leela")+black_win_rate+'/'+white_win_rate
one_move.set("BWR",black_win_rate) #Black Win Rate
one_move.set("WWR",white_win_rate) #White Win Rate
previous_move=new_child
if current_color in ('w','W'):
current_color='b'
else:
current_color='w'
log("==== no more sequences =====")
log("Creating the influence map")
influence=leela.get_leela_influence()
black_influence_points=[]
white_influence_points=[]
for i in range(self.size):
for j in range(self.size):
if influence[i][j]==1:
black_influence_points.append([i,j])
elif influence[i][j]==2:
white_influence_points.append([i,j])
if black_influence_points!=[]:
one_move.parent.set("TB",black_influence_points)
if white_influence_points!=[]:
one_move.parent.set("TW",white_influence_points)
else:
log('adding "'+answer.lower()+'" to the sgf file')
additional_comments+="\n"+_("For this position, %s would %s"%("Leela",answer.lower()))
if answer.lower()=="pass":
leela.undo()
elif answer.lower()=="resign":
if self.stop_at_first_resign:
log("")
log("The analysis will stop now")
log("")
self.move_range=[]
one_move.add_comment_text(additional_comments)
return best_answer #returning the best move, necessary for live analysis
def initialize_bot(self):
leela=leela_starting_procedure(self.g,"slow") #analysis is always "slow"
self.leela=leela
self.time_per_move=0
return leela
def leela_starting_procedure(sgf_g,profil="slow",silentfail=False):
if profil=="slow":
timepermove_entry="TimePerMove"
elif profil=="fast":
timepermove_entry="ReviewTimePerMove"
Config = ConfigParser.ConfigParser()
Config.read(config_file)
leela=bot_starting_procedure("Leela","Leela",Leela_gtp,sgf_g,profil,silentfail)
if not leela:
return False
try:
time_per_move=Config.get("Leela", timepermove_entry)
if time_per_move:
time_per_move=int(time_per_move)
if time_per_move>0:
log("Setting time per move")
leela.set_time(main_time=0,byo_yomi_time=time_per_move,byo_yomi_stones=1)
#self.time_per_move=time_per_move #why is that needed???
except:
log("Wrong value for Leela thinking time:",Config.get("Leela", timepermove_entry))
log("Erasing that value in the config file")
Config.set("Leela",timepermove_entry,"")
Config.write(open(config_file,"w"))
return leela
class RunAnalysis(LeelaAnalysis,RunAnalysisBase):
def __init__(self,parent,filename,move_range,intervals,variation,komi):
RunAnalysisBase.__init__(self,parent,filename,move_range,intervals,variation,komi)
class LiveAnalysis(LeelaAnalysis,LiveAnalysisBase):
def __init__(self,g,filename):
LiveAnalysisBase.__init__(self,g,filename)
class Leela_gtp(gtp):
def get_leela_final_score(self):
self.write("final_score")
answer=self.readline()
try:
return " ".join(answer.split(" ")[1:])
except:
raise GtpException("GtpException in Get_leela_final_score()")
def get_leela_influence(self):
self.write("influence")
one_line=self.readline() #empty line
buff=[]
while self.stderr_queue.empty():
sleep(.1)
while not self.stderr_queue.empty():
while not self.stderr_queue.empty():
buff.append(self.stderr_queue.get())
sleep(.1)
buff.reverse()
#log(buff)
influence=[]
for i in range(self.size):
one_line=buff[i].strip()
one_line=one_line.replace(".","0").replace("x","1").replace("o","2").replace("O","0").replace("X","0").replace("w","1").replace("b","2")
one_line=[int(s) for s in one_line.split(" ")]
influence.append(one_line)
return influence
def get_all_leela_moves(self):
buff_size=18
buff=[]
sleep(.01)
while not self.stderr_queue.empty():
while not self.stderr_queue.empty():
buff.append(self.stderr_queue.get())
sleep(.01)
buff.reverse()
answers=[]
for err_line in buff:
if " ->" in err_line:
#log(err_line)
one_answer=err_line.strip().split(" ")[0]
one_score= ' '.join(err_line.split()).split(' ')[4]
nodes=int(err_line.strip().split("(")[0].split("->")[1].replace(" ",""))
monte_carlo=float(err_line.split("(U:")[1].split('%)')[0].strip())
if self.size==19:
value_network=float(err_line.split("(V:")[1].split('%')[0].strip())
policy_network=float(err_line.split("(N:")[1].split('%)')[0].strip())
evaluation=None
rave=None
else:
value_network=None
policy_network=None
evaluation=float(err_line.split("(N:")[1].split('%)')[0].strip())
rave=err_line.split("(R:")[1].split(')')[0].strip()
if one_score!="0.00%)":
sequence=err_line.split("PV: ")[1].strip()
answers=[[one_answer,sequence,float(one_score[:-2]),monte_carlo,value_network,policy_network,evaluation,rave,nodes]]+answers
return answers
class LeelaSettings(Frame):
def __init__(self,parent):
Frame.__init__(self,parent)
self.name="Leela"
self.initialize()
def initialize(self):
bot=self.name
log("Initializing "+bot+" setting interface")
Config = ConfigParser.ConfigParser()
Config.read(config_file)
row=0
title=Label(self,text=_("%s settings")%bot, font="-weight bold").grid(row=row,column=1,sticky=W)
row+=1
Label(self,text="").grid(row=row,column=1)
row+=1
Label(self,text=_("Parameters for the analysis")).grid(row=row,column=1,sticky=W)
row+=1
Label(self,text=_("Command")).grid(row=row,column=1,sticky=W)
Command = StringVar()
Command.set(Config.get(bot,"Command"))
Entry(self, textvariable=Command, width=30).grid(row=row,column=2)
row+=1
Label(self,text=_("Parameters")).grid(row=row,column=1,sticky=W)
Parameters = StringVar()
Parameters.set(Config.get(bot,"Parameters"))
Entry(self, textvariable=Parameters, width=30).grid(row=row,column=2)
row+=1
Label(self,text=_("Time per move (s)")).grid(row=row,column=1,sticky=W)
TimePerMove = StringVar()
TimePerMove.set(Config.get(bot,"TimePerMove"))
Entry(self, textvariable=TimePerMove, width=30).grid(row=row,column=2)
row+=1
Label(self,text="").grid(row=row,column=1)
row+=1
Label(self,text=_("Parameters for the review")).grid(row=row,column=1,sticky=W)
row+=1
NeededForReview = BooleanVar(value=Config.getboolean(bot, 'NeededForReview'))
Cbutton=Checkbutton(self, text=_("Needed for review"), variable=NeededForReview,onvalue=True,offvalue=False)
Cbutton.grid(row=row,column=1,sticky=W)
Cbutton.var=NeededForReview
row+=1
Label(self,text=_("Command")).grid(row=row,column=1,sticky=W)
ReviewCommand = StringVar()
ReviewCommand.set(Config.get(bot,"ReviewCommand"))
Entry(self, textvariable=ReviewCommand, width=30).grid(row=row,column=2)
row+=1
Label(self,text=_("Parameters")).grid(row=row,column=1,sticky=W)
ReviewParameters = StringVar()
ReviewParameters.set(Config.get(bot,"ReviewParameters"))
Entry(self, textvariable=ReviewParameters, width=30).grid(row=row,column=2)
row+=1
Label(self,text=_("Time per move (s)")).grid(row=row,column=1,sticky=W)
ReviewTimePerMove = StringVar()
ReviewTimePerMove.set(Config.get(bot,"ReviewTimePerMove"))
Entry(self, textvariable=ReviewTimePerMove, width=30).grid(row=row,column=2)
self.Command=Command
self.Parameters=Parameters
self.TimePerMove=TimePerMove
self.NeededForReview=NeededForReview
self.ReviewCommand=ReviewCommand
self.ReviewParameters=ReviewParameters
self.ReviewTimePerMove=ReviewTimePerMove
def save(self):
bot=self.name
log("Saving "+bot+" settings")
Config = ConfigParser.ConfigParser()
Config.read(config_file)
Config.set(bot,"Command",self.Command.get())
Config.set(bot,"Parameters",self.Parameters.get())
Config.set(bot,"TimePerMove",self.TimePerMove.get())
Config.set(bot,"NeededForReview",self.NeededForReview.get())
Config.set(bot,"ReviewCommand",self.ReviewCommand.get())
Config.set(bot,"ReviewParameters",self.ReviewParameters.get())
Config.set(bot,"ReviewTimePerMove",self.ReviewTimePerMove.get())
Config.write(open(config_file,"w"))
class LeelaOpenMove(BotOpenMove):
def __init__(self,sgf_g):
BotOpenMove.__init__(self,sgf_g)
self.name='Leela'
self.my_starting_procedure=leela_starting_procedure
Leela={}
Leela['name']="Leela"
Leela['gtp_name']="Leela"
Leela['analysis']=LeelaAnalysis
Leela['openmove']=LeelaOpenMove
Leela['settings']=LeelaSettings
Leela['gtp']=Leela_gtp
Leela['liveanalysis']=LiveAnalysis
Leela['runanalysis']=RunAnalysis
Leela['starting']=leela_starting_procedure
import getopt
if __name__ == "__main__":
if len(argv)==1:
temp_root = Tk()
filename = open_sgf_file(parent=temp_root)
temp_root.destroy()
log(filename)
log("gamename:",filename[:-4])
if not filename:
sys.exit()
log("filename:",filename)
top = Tk()
RangeSelector(top,filename,bots=[Leela]).pack()
top.mainloop()
else:
try:
parameters=getopt.getopt(argv[1:], '', ['no-gui','range=', 'color=', 'komi=',"variation="])
except Exception, e:
show_error(str(e)+"\n"+usage)
sys.exit()
if not parameters[1]:
show_error("SGF file missing\n"+usage)
sys.exit()
top=None
batch=[]
for filename in parameters[1]:
move_selection,intervals,variation,komi,nogui=parse_command_line(filename,parameters[0])
if nogui:
log("File to analyse:",filename)
app=RunAnalysis("no-gui",filename,move_selection,intervals,variation-1,komi)
app.terminate_bot()
else:
if not top:
top = Tk()
top.withdraw()
one_analysis=[RunAnalysis,filename,move_selection,intervals,variation-1,komi]
batch.append(one_analysis)
if not nogui:
top.after(1,lambda: batch_analysis(top,batch))
top.mainloop()