def replayGame(layout, actions, display):
import game
rules = ClassicGameRules()
agents = [game.Agent()
] + [game.Agent(i + 1) for i in range(layout.getNumGhosts())]
game = rules.newGame(layout, agents[0], agents[1:], display)
state = game.state
display.initialize(state.data)
for action in actions:
# Execute the action
state = state.generateSuccessor(*action)
# Change the display
display.update(state.data)
# Allow for game specific conditions (winning, losing, etc.)
rules.process(state, game)
display.finish()
def runGames( layouts, agents, display, length, numGames, record, numTraining,
redTeamName, blueTeamName, muteAgents=False, catchExceptions=False ):
rules = CaptureRules()
games = []
if numTraining > 0:
print('Playing %d training games' % numTraining)
# Inject global info at DummyAgent class
DummyAgent.training_n = numTraining
for i in range( numGames ):
beQuiet = i < numTraining
layout = layouts[i]
if beQuiet:
# Suppress output and graphics
import textDisplay
gameDisplay = textDisplay.NullGraphics()
rules.quiet = True
else:
gameDisplay = display
rules.quiet = False
# Inject global info at DummyAgent class
DummyAgent.nth = i
g = rules.newGame( layout, agents, gameDisplay, length, muteAgents, catchExceptions )
g.run()
if not beQuiet: games.append(g)
g.record = None
if record:
import time, pickle, game
#fname = ('recorded-game-%d' % (i + 1)) + '-'.join([str(t) for t in time.localtime()[1:6]])
#f = file(fname, 'w')
components = {'layout': layout, 'agents': [game.Agent() for a in agents], 'actions': g.moveHistory,
'length': length, 'redTeamName': redTeamName, 'blueTeamName':blueTeamName }
#f.close()
print("recorded")
g.record = pickle.dumps(components)
with open('replay-%d'%i,'wb') as f:
f.write(g.record)
if numGames > 1:
scores = [game.state.data.score for game in games]
redWinRate = [s > 0 for s in scores].count(True)/ float(len(scores))
blueWinRate = [s < 0 for s in scores].count(True)/ float(len(scores))
print('Average Score:', sum(scores) / float(len(scores)))
print('Scores: ', ', '.join([str(score) for score in scores]))
print('Red Win Rate: %d/%d (%.2f)' % ([s > 0 for s in scores].count(True), len(scores), redWinRate))
print('Blue Win Rate: %d/%d (%.2f)' % ([s < 0 for s in scores].count(True), len(scores), blueWinRate))
print('Record: ', ', '.join([('Blue', 'Tie', 'Red')[max(0, min(2, 1 + s))] for s in scores]))
return games
def runGames(layout, agents, display, length, numGames, record, numTraining, redTeamName, blueTeamName, muteAgents=False, catchExceptions=False):
rules = CaptureRules()
games = []
if numTraining > 0:
print('Playing %d training games' % numTraining)
for i in range(numGames):
beQuiet = i < numTraining
if beQuiet:
# Suppress output and graphics
import textDisplay
gameDisplay = textDisplay.NullGraphics()
rules.quiet = True
else:
gameDisplay = display
rules.quiet = False
g = rules.newGame(layout, agents, gameDisplay, length, muteAgents, catchExceptions)
g.run()
if not beQuiet: games.append(g)
g.record = None
if record:
import pickle, game
components = {'layout': layout, 'agents': [game.Agent() for a in agents], 'actions': g.moveHistory, 'length': length, 'redTeamName': redTeamName, 'blueTeamName':blueTeamName }
print("recorded")
g.record = pickle.dumps(components)
#with open('replay','wb') as f:
# f.write(g.record)
try:
f = open('replay', 'wb')
f.write(g.record)
except:
print("File \"replay\" could not be written.")
if numGames > 1:
scores = [game.state.data.score for game in games]
redWinRate = [s > 0 for s in scores].count(True) / float(len(scores))
blueWinRate = [s < 0 for s in scores].count(True) / float(len(scores))
print('Average Score:', sum(scores) / float(len(scores)))
print('Scores: ', ', '.join([str(score) for score in scores]))
print('Red Win Rate: %d/%d (%.2f)' % ([s > 0 for s in scores].count(True), len(scores), redWinRate))
print('Blue Win Rate: %d/%d (%.2f)' % ([s < 0 for s in scores].count(True), len(scores), blueWinRate))
print('Record: ', ', '.join([('Blue', 'Tie', 'Red')[max(0, min(2, 1 + s))] for s in scores]))
return games
def runGames( layout, agents, display, length, numGames, record, numTraining, muteAgents=False, catchExceptions=False ):
# Hack for agents writing to the display
import __main__
__main__.__dict__['_display'] = display
rules = CaptureRules()
games = []
if numTraining > 0:
print 'Playing %d training games' % numTraining
for i in range( numGames ):
beQuiet = i < numTraining
if beQuiet:
# Suppress output and graphics
import textDisplay
gameDisplay = textDisplay.NullGraphics()
rules.quiet = True
else:
gameDisplay = display
rules.quiet = False
g = rules.newGame( layout, agents, gameDisplay, length, muteAgents, catchExceptions )
g.run()
if not beQuiet: games.append(g)
g.record = None
if record:
import time, cPickle, game
fname = ('recorded-game-%d' % (i + 1)) + '-'.join([str(t) for t in time.localtime()[1:6]])
f = file(fname, 'w')
components = {'layout': layout, 'agents': [game.Agent() for a in agents], 'actions': g.moveHistory, 'length': length}
g.record = cPickle.dumps(components)
print >> f, g.record
f.close()
print "recorded"
if numGames > 1:
scores = [game.state.data.score for game in games]
redWinRate = [s > 0 for s in scores].count(True)/ float(len(scores))
blueWinRate = [s < 0 for s in scores].count(True)/ float(len(scores))
print 'Average Score:', sum(scores) / float(len(scores))
print 'Scores: ', ', '.join([str(score) for score in scores])
print 'Red Win Rate: %d/%d (%.2f)' % ([s > 0 for s in scores].count(True), len(scores), redWinRate)
print 'Blue Win Rate: %d/%d (%.2f)' % ([s < 0 for s in scores].count(True), len(scores), blueWinRate)
print 'Record: ', ', '.join([('Blue', 'Tie', 'Red')[max(0, min(2, 1 + s))] for s in scores])
return games
def runGames( layout, agents, display, length, numGames, record, numTraining, pacmanTeamName, ghostTeamName, muteAgents=False, catchExceptions=True ):
rules = CaptureRules()
games = []
if numTraining > 0:
print 'Playing %d training games' % numTraining
for i in range( numGames ):
beQuiet = i < numTraining
if beQuiet:
# Suppress output and graphics
import textDisplay
gameDisplay = textDisplay.NullGraphics()
rules.quiet = True
else:
gameDisplay = display
rules.quiet = False
g = rules.newGame( layout, agents, gameDisplay, length, muteAgents, catchExceptions )
g.run()
if not beQuiet: games.append(g)
g.record = None
if record:
import time, cPickle, game
#fname = ('recorded-game-%d' % (i + 1)) + '-'.join([str(t) for t in time.localtime()[1:6]])
#f = file(fname, 'w')
components = {'layout': layout, 'agents': [game.Agent() for a in agents], 'actions': g.moveHistory, 'length': length, 'pacmanTeamName': pacmanTeamName, 'ghostTeamName':ghostTeamName }
#f.close()
print "recorded"
g.record = cPickle.dumps(components)
with open('replay_{}_{}'.format(pacmanTeamName, round(time.time(), 0)),'wb') as f:
f.write(g.record)
if numGames > 1:
scores = [game.state.data.score for game in games]
times = [game.length - game.state.data.timeleft for game in games]
pacmanWinRate = [s > 0 for s in scores].count(True)/ float(len(scores))
print 'Times:', times
print 'Average Score:', sum(scores) / float(len(scores))
print 'Scores: ', ', '.join([str(score) for score in scores])
print 'Pacman Win Rate: %d/%d (%.2f)' % ([s > 0 for s in scores].count(True), len(scores), pacmanWinRate)
return games
def runGames(layouts,
agents,
display,
length,
numMatches,
record,
numTraining,
redTeamName,
blueTeamName,
muteAgents=False,
catchExceptions=False):
rules = CaptureRules()
matches = []
if numTraining > 0:
print 'Playing %d training games' % numTraining
for i in range(numMatches):
print 'Match ' + str(i + 1) + ":"
rounds = []
for startingTeam in [0, 1]:
beQuiet = i < numTraining
layout = layouts[i]
print 'Playing with layout ' + str(i)
if beQuiet:
# Suppress output and graphics
import textDisplay
gameDisplay = textDisplay.NullGraphics()
rules.quiet = True
else:
gameDisplay = display
rules.quiet = False
g = rules.newGame(layout, agents, gameDisplay, length, muteAgents,
catchExceptions, startingTeam)
g.run()
if not beQuiet: rounds.append(g)
g.record = None
if record:
import time, cPickle, game
#fname = ('recorded-game-%d' % (i + 1)) + '-'.join([str(t) for t in time.localtime()[1:6]])
#f = file(fname, 'w')
components = {
'layout': layout,
'agents': [game.Agent() for a in agents],
'actions': g.moveHistory,
'length': length,
'redTeamName': redTeamName,
'blueTeamName': blueTeamName,
'startingTeam': startingTeam
}
#f.close()
print "recorded"
g.record = cPickle.dumps(components)
if not os.path.exists(record):
os.makedirs(record)
if not os.path.exists(record + '/' + redTeamName):
os.makedirs(record + '/' + redTeamName)
if not os.path.exists(record + '/' + blueTeamName):
os.makedirs(record + '/' + blueTeamName)
if not os.path.exists(record + '/' + redTeamName + '/' +
blueTeamName):
os.makedirs(record + '/' + redTeamName + '/' +
blueTeamName)
if not os.path.exists(record + '/' + blueTeamName + '/' +
redTeamName):
os.makedirs(record + '/' + blueTeamName + '/' +
redTeamName)
with open(
record + '/' + redTeamName + '/' + blueTeamName + '/' +
redTeamName + '-' + blueTeamName + '-' + str(i) + '-' +
str(startingTeam) + '.txt', 'wb') as f:
f.write(g.record)
with open(
record + '/' + blueTeamName + '/' + redTeamName + '/' +
redTeamName + '-' + blueTeamName + '-' + str(i) + '-' +
str(startingTeam) + '.txt', 'wb') as f:
f.write(g.record)
matches.append(rounds)
scores = [[round.state.data.score for round in match] for match in matches]
matchResults = []
redRounds = 0
blueRounds = 0
redMatches = 0
blueMatches = 0
for match in matches:
red = 0
blue = 0
for round in match:
if round.state.data.score > 0:
red += 1
if round.state.data.score < 0:
blue += 1
redRounds += red
blueRounds += blue
if red > blue:
redMatches += 1
matchResults.append('Red')
elif blue > red:
blueMatches += 1
matchResults.append('Blue')
else:
matchResults.append('Tie')
if redMatches > blueMatches:
winner = redTeamName
elif blueMatches > redMatches:
winner = blueTeamName
else:
winner = 'Tie'
results = {
'winner': winner,
'redMatches': redMatches,
'blueMatches': blueMatches,
'redRounds': redRounds,
'blueRounds': blueRounds,
'matches': matchResults,
'roundScores': scores
}
print 'Winner: ' + winner
print 'Red Matches: ' + str(redMatches)
print 'Blue Matches: ' + str(blueMatches)
print 'Red Rounds: ' + str(redRounds)
print 'Blue Rounds: ' + str(blueRounds)
print 'Matches: ' + str(matchResults)
print 'Round Scores: ' + str(scores)
return results
def run_games(layouts,
agents,
display,
length,
num_games,
record,
num_training,
red_team_name,
blue_team_name,
mute_agents=False,
catch_exceptions=False,
record_to=None):
"""Run 1 or more games."""
rules = CaptureRules()
games = []
if num_training > 0:
print('Playing %d training games' % num_training)
for i in range(num_games):
be_quiet = i < num_training
layout = layouts[i]
if be_quiet:
# Suppress output and graphics
import text_display
game_display = text_display.NullGraphics()
rules.quiet = True
else:
game_display = display
rules.quiet = False
g = rules.new_game(layout, agents, game_display, length, mute_agents,
catch_exceptions)
g.run()
if not be_quiet:
games.append(g)
g.record = None
print(red_team_name, blue_team_name)
if record:
import pickle
import game
# fname = ('recorded-game-%d' % (i + 1)) +
# '-'.join([str(t) for t in time.localtime()[1:6]])
# f = file(fname, 'w')
components = {
'layout': layout,
'agents': [game.Agent() for a in agents],
'actions': g.move_history,
'length': length,
'red_team_name': red_team_name,
'blue_team_name': blue_team_name
}
# f.close()
print("recorded")
g.record = pickle.dumps(components)
if record_to is None:
record_to = 'replay'
with open(record_to + "_" + str(i), 'wb') as f:
f.write(g.record)
if num_games > 1:
scores = [game.state.data.score for game in games]
red_win_rate = [s > 0 for s in scores].count(True) / float(len(scores))
blue_win_rate = ([s < 0
for s in scores].count(True) / float(len(scores)))
print('Average Score:', sum(scores) / float(len(scores)))
print('Scores: ', ', '.join([str(score) for score in scores]))
print('Red Win Rate: %d/%d (%.2f)' %
([s > 0 for s in scores].count(True), len(scores), red_win_rate))
print('Blue Win Rate: %d/%d (%.2f)' %
([s < 0
for s in scores].count(True), len(scores), blue_win_rate))
print(
'Record: ',
', '.join([('Blue', 'Tie', 'Red')[max(0, min(2, 1 + s))]
for s in scores]))
return games