def simulateOld(myHand, boardCards, numBoardCards, numSimulations):
wins = 0
if (numBoardCards == 3 or numBoardCards == 4):
for x in xrange(numSimulations):
cardSet = set(boardCards)
for card in myHand:
cardSet.add(card)
newCards = PP.generateHand(9 - numBoardCards, cardSet)
slicePoint = 5 - numBoardCards
fakeBoard = boardCards + newCards[0:slicePoint]
fakeOpponent = newCards[slicePoint:]
myBest = PP.findBestHand(myHand, fakeBoard)
opponentBest = PP.findBestHand(fakeOpponent, fakeBoard)
if PP.isBetterHand(myBest[0], opponentBest[0]) == 1: wins += 1
winPercentage = 1.0 * wins / numSimulations
return winPercentage
if (numBoardCards == 5):
myBest = PP.findBestHand(myHand, boardCards)
for x in xrange(0, numSimulations):
cardSet = set(boardCards)
for card in myHand:
cardSet.add(card)
fakeOpponent = PP.generateHand(4, cardSet)
opponentBest = PP.findBestHand(fakeOpponent, boardCards)
if PP.isBetterHand(myBest[0], opponentBest[0]) == 1: wins += 1
winPercentage = 1.0 * wins / numSimulations
return winPercentage
def simulateOld(myHand, boardCards, numBoardCards, numSimulations):
wins = 0
if (numBoardCards == 3 or numBoardCards == 4):
for x in xrange(numSimulations):
cardSet = set(boardCards)
for card in myHand: cardSet.add(card)
newCards = PP.generateHand(9-numBoardCards, cardSet)
slicePoint = 5 - numBoardCards
fakeBoard = boardCards + newCards[0:slicePoint]
fakeOpponent = newCards[slicePoint:]
myBest = PP.findBestHand(myHand, fakeBoard)
opponentBest = PP.findBestHand(fakeOpponent, fakeBoard)
if PP.isBetterHand(myBest[0], opponentBest[0]) == 1 : wins+=1
winPercentage = 1.0*wins/numSimulations
return winPercentage
if(numBoardCards == 5):
myBest = PP.findBestHand(myHand, boardCards)
for x in xrange(0,numSimulations):
cardSet = set(boardCards)
for card in myHand: cardSet.add(card)
fakeOpponent = PP.generateHand(4, cardSet)
opponentBest = PP.findBestHand(fakeOpponent, boardCards)
if PP.isBetterHand(myBest[0], opponentBest[0]) == 1 : wins+=1
winPercentage = 1.0*wins/numSimulations
return winPercentage
def createEvalCSV():
allCards = []
for num in xrange(2,15):
for suit in ['c','d','h','s']:
allCards.append((num, suit))
translationDict = loadTranslationDict()
allHands = combinations(allCards,5)
handFile = open('handFile.csv', 'wt')
writer = csv.writer(handFile)
for hand in allHands:
hand = sorted(hand, key= lambda x: (x[0], x[1]), reverse = True)
handValue = PP.findHandValue(hand)
handString = ''
for card in hand:
key = str(card[0]) + card[1]
handString += translationDict[key]
handValueString = ''
for num in handValue:
if num < 10: addHand = "0" + str(num)
else: addHand = str(num)
handValueString += addHand
writer.writerow((handString , handValueString))
handfile.close()
return 0
def createEvalCSV():
allCards = []
for num in xrange(2,15):
for suit in ['c','d','h','s']:
allCards.append((num, suit))
translationDict = loadTranslationDict()
allHands = combinations(allCards,5)
handFile = open('handFile.csv', 'wt')
writer = csv.writer(handFile)
for hand in allHands:
hand = sorted(hand, key= lambda x: (x[0], x[1]), reverse = True)
handValue = PP.findHandValue(hand)
handString = ''
for card in hand:
key = str(card[0]) + card[1]
handString += translationDict[key]
handValueString = ''
for num in handValue:
if num < 10: addHand = "0" + str(num)
else: addHand = str(num)
handValueString += addHand
writer.writerow((handString , handValueString))
handfile.close()
return 0
def simulate(myHand, boardCards, numBoardCards, numSimulations):
if (numBoardCards == 3):
wins = 0
for x in range(0, numSimulations):
cardSet = set(boardCards)
for card in myHand:
cardSet.add(card)
newCards = []
for i in range(0, 6):
card = PP.pickRandomCard(cardSet)
cardSet.add(card)
newCards.append(card)
fakeBoard = boardCards + newCards[0:2]
fakeOpponent = newCards[2:]
myBest = PP.findBestHand(myHand, fakeBoard)
opponentBest = PP.findBestHand(fakeOpponent, fakeBoard)
if PP.isBetterHand(myBest[0], opponentBest[0]) == 1: wins += 1
winPercentage = 1.0 * wins / numSimulations
return winPercentage
if (numBoardCards == 4):
wins = 0
for x in range(0, numSimulations):
cardSet = set(boardCards)
for card in myHand:
cardSet.add(card)
newCards = []
for i in range(0, 5):
card = PP.pickRandomCard(cardSet)
cardSet.add(card)
newCards.append(card)
fakeBoard = boardCards + newCards[0:1]
fakeOpponent = newCards[1:]
myBest = PP.findBestHand(myHand, fakeBoard)
opponentBest = PP.findBestHand(fakeOpponent, fakeBoard)
if PP.isBetterHand(myBest[0], opponentBest[0]) == 1: wins += 1
winPercentage = 1.0 * wins / numSimulations
return winPercentage
if (numBoardCards == 5):
wins = 0
myBest = PP.findBestHand(myHand, boardCards)
for x in range(0, numSimulations):
cardSet = set(boardCards)
for card in myHand:
cardSet.add(card)
fakeOpponent = []
for i in range(0, 4):
card = PP.pickRandomCard(cardSet)
cardSet.add(card)
fakeOpponent.append(card)
opponentBest = PP.findBestHand(fakeOpponent, boardCards)
if PP.isBetterHand(myBest[0], opponentBest[0]) == 1: wins += 1
winPercentage = 1.0 * wins / numSimulations
return winPercentage
'''
f = open('data.csv', 'w')
for x in range(0, 2000):
myHand = PP.generateTestHand(4)
boardCards = PP.generateTestHand(3)
bestHandRank = PP.findBestHand(myHand, boardCards)
simulationRank = Simulation.simulate(myHand, boardCards, 3, 100)
print "BestHandRank: ",bestHandRank[0][0]," SimulationRank: ",simulationRank
f.write(str(bestHandRank[0][0]*10 + (bestHandRank[0][1]/1.4))+","+str(simulationRank)+"\n")
f.close()
'''
myHand = list()
boardCards = list()
for x in range(0, 1000):
myHand.append(PP.generateTestHand(4))
boardCards.append(PP.generateTestHand(3))
startTime = time.time()
print startTime
for x in range(0,1000):
bestHandRank = PP.findBestHand(myHand[x], boardCards[x])
#simulationRank = Simulation.simulate(myHand[x], boardCards[x], 3, 100)
endTime = time.time()
print endTime
print endTime - startTime
def simulate(myHand, boardCards, numBoardCards, numSimulations):
if(numBoardCards == 3):
wins = 0
for x in range(0,numSimulations):
cardSet = set(boardCards)
for card in myHand: cardSet.add(card)
newCards = []
for i in range(0,6):
card = PP.pickRandomCard(cardSet)
cardSet.add(card)
newCards.append(card)
fakeBoard = boardCards + newCards[0:2]
fakeOpponent = newCards[2:]
myBest = PP.findBestHand(myHand, fakeBoard)
opponentBest = PP.findBestHand(fakeOpponent, fakeBoard)
if PP.isBetterHand(myBest[0], opponentBest[0]) == 1 : wins+=1
winPercentage = 1.0*wins/numSimulations
return winPercentage
if(numBoardCards == 4):
wins = 0
for x in range(0,numSimulations):
cardSet = set(boardCards)
for card in myHand: cardSet.add(card)
newCards = []
for i in range(0,5):
card = PP.pickRandomCard(cardSet)
cardSet.add(card)
newCards.append(card)
fakeBoard = boardCards + newCards[0:1]
fakeOpponent = newCards[1:]
myBest = PP.findBestHand(myHand, fakeBoard)
opponentBest = PP.findBestHand(fakeOpponent, fakeBoard)
if PP.isBetterHand(myBest[0], opponentBest[0]) == 1 : wins+=1
winPercentage = 1.0*wins/numSimulations
return winPercentage
if(numBoardCards == 5):
wins = 0
myBest = PP.findBestHand(myHand, boardCards)
for x in range(0,numSimulations):
cardSet = set(boardCards)
for card in myHand: cardSet.add(card)
fakeOpponent = []
for i in range(0,4):
card = PP.pickRandomCard(cardSet)
cardSet.add(card)
fakeOpponent.append(card)
opponentBest = PP.findBestHand(fakeOpponent, boardCards)
if PP.isBetterHand(myBest[0], opponentBest[0]) == 1 : wins+=1
winPercentage = 1.0*wins/numSimulations
return winPercentage
'''
f = open('data.csv', 'w')
for x in range(0, 2000):
myHand = PP.generateTestHand(4)
boardCards = PP.generateTestHand(3)
bestHandRank = PP.findBestHand(myHand, boardCards)
simulationRank = Simulation.simulate(myHand, boardCards, 3, 100)
print "BestHandRank: ",bestHandRank[0][0]," SimulationRank: ",simulationRank
f.write(str(bestHandRank[0][0]*10 + (bestHandRank[0][1]/1.4))+","+str(simulationRank)+"\n")
f.close()
'''
myHand = list()
boardCards = list()
for x in range(0, 1000):
myHand.append(PP.generateTestHand(4))
boardCards.append(PP.generateTestHand(3))
startTime = time.time()
print startTime
for x in range(0, 1000):
bestHandRank = PP.findBestHand(myHand[x], boardCards[x])
#simulationRank = Simulation.simulate(myHand[x], boardCards[x], 3, 100)
endTime = time.time()
print endTime
print endTime - startTime