def test(response): deck = build_deck() board = [] hole = [] hole2 = [] response = "" for i in range(5): card = compute_draw_card(deck) board.append(Card(card.power, card.suit)) response = response + " " + card.name response = response + "-------- P1 " for i in range(2): card = compute_draw_card(deck) hole.append(Card(card.power, card.suit)) response = response + " " + card.name response = response + "-------- P2 " for i in range(2): card = compute_draw_card(deck) hole2.append(Card(card.power, card.suit)) response = response + " " + card.name response = response + "------------ Score " score = HandEvaluator.evaluate_hand(hole, board) score2 = HandEvaluator.evaluate_hand(hole2, board) return HttpResponse(response + "" + str(score) + " " + str(score2))
def finish_hand(self): winner = "" if self.active_players > 1: self.compute_players() score = 0 board = [Card(self.flop1.power, self.flop1.suit), Card(self.flop2.power, self.flop2.suit) , Card(self.flop3.power, self.flop3.suit), Card(self.turn.power, self.turn.suit), Card(self.river.power, self.river.suit)] for player in self.players: hole = [Card(player.card1[0].power, player.card1[0].suit), Card(player.card2[0].power, player.card2[0].suit)] new_score = HandEvaluator.evaluate_hand(hole, board) if new_score > score: score = new_score winner = player else: winner = self.players[0] winner.stack = winner.stack + self.pot self.pot = 0 self.phase = 0 self.current_player = 0 self.active_players = len(self.all_players) self.checked_players = 0 self.to_pay = 0 self.players = [] self.deck = build_deck() for player in self.all_players: player.card1 = [compute_draw_card(self.deck)] player.card2 = [compute_draw_card(self.deck)] self.flop1 = compute_draw_card(self.deck) self.flop2 = compute_draw_card(self.deck) self.flop3 = compute_draw_card(self.deck) self.players = self.all_players[:]
def eval_cards(hand, table):
"""
Returns the cards' strength value evaluated with the pokereval
cards evaluation algorithm.
No cards on table (only hand cards are known):
>>> table = []
>>> hand = [('S', '2'), ('H', 'A')]
>>> eval_cards(hand, table)
0.6817496229260935
Three cards on table:
>>> table = [('D', '3'), ('D', 'J'), ('C', 'Q')]
>>> hand = [('S', '2'), ('H', 'A')]
>>> eval_cards(hand, table)
0.5074005550416282
Four cards on table:
>>> table = [('D', '3'), ('D', 'J'), ('C', 'Q'), ('C', 'K')]
>>> hand = [('S', '2'), ('H', 'A')]
>>> eval_cards(hand, table)
0.39468599033816426
Five cards on table:
>>> table = [('D', '3'), ('D', 'J'), ('C', 'Q'), ('C', 'K'), ('S', '10')]
>>> hand = [('S', '2'), ('H', 'A')]
>>> eval_cards(hand, table)
0.9348484848484848
"""
hand = [Card(*card) for card in card_values(hand)]
table = [Card(*card) for card in card_values(table)]
chance = HandEvaluator.evaluate_hand(hand, table)
return chance
def play_game(num_opponents, hand, community, deck):
# Shuffle the deck and create a copy of the community cards
shuffle(deck)
community_copy = [Card(*c) for c in community]
# Deal cards to each opponent
opponents = []
for i in range(num_opponents):
c1 = deck[i * 2]
c2 = deck[i * 2 + 1]
opponents.append([Card(*c1), Card(*c2)])
# Fill up the community cards
for i in range(5 - len(community)):
c = deck[num_opponents * 2 + i]
community_copy.append(Card(*c))
# Score each opponent
max_opponent = max([
HandEvaluator.evaluate_hand(opponent, community_copy)
for opponent in opponents
])
# Score my hand
my_hand = [Card(*c) for c in hand]
my_score = HandEvaluator.evaluate_hand(my_hand, community_copy)
# Calculate the winner
if my_score > max_opponent:
return True
elif my_score == max_opponent:
return random() > 0.5
else:
return False
def get_rank(hand, board):
from card import Card
hand = [
Card(CARD_MAPPING[h_card[:1]], SUIT_MAPPING[h_card[1:].lower()])
for h_card in hand
]
board = [
Card(CARD_MAPPING[b_card[:1]], SUIT_MAPPING[b_card[1:].lower()])
for b_card in board
]
return HandEvaluator.evaluate_handboard_rank(hand, board)
def calculate_hand(request):
table = cache.get('table')
player = table.players[0]
board = []
for card in table.cards:
board.append(Card(card.power, card.suit))
hole = [Card(player.card1[0].power, player.card1[0].suit),
Card(player.card2[0].power, player.card2[0].suit)]
score = HandEvaluator.evaluate_hand(hole, board)
return HttpResponse(str(score))
def getCard(card):
card_type = card[1]
cardnume_code = card[0]
card_num = 0
card_num_type = 0
if card_type == 'H':
card_num_type = 1
elif card_type == 'S':
card_num_type = 2
elif card_type == 'D':
card_num_type = 3
else:
card_num_type = 4
if cardnume_code == 'T':
card_num = 10
elif cardnume_code == 'J':
card_num = 11
elif cardnume_code == 'Q':
card_num = 12
elif cardnume_code == 'K':
card_num = 13
elif cardnume_code == 'A':
card_num = 14
else:
card_num = int(cardnume_code)
return Card(card_num, card_num_type)
def getCard(card):
card_type = card[1].lower()
cardnume_code = card[0]
card_num = 0
card_num_type = 0
if card_type == 's':
card_num_type = 1
elif card_type == 'h':
card_num_type = 2
elif card_type == 'd':
card_num_type = 3
elif card_type == 'c':
card_num_type = 4
if cardnume_code == 'T':
card_num = 10
elif cardnume_code == 'J':
card_num = 11
elif cardnume_code == 'Q':
card_num = 12
elif cardnume_code == 'K':
card_num = 13
elif cardnume_code == 'A':
card_num = 14
else:
card_num = int(cardnume_code)
return Card(card_num, card_num_type)
def convert_list_to_card_list(lst):
"""
lst has entries like (N, M), and will convert it to Card(N, M)
"""
card_lst = []
for i in lst:
card_lst.append(Card(i[0], i[1]))
return card_lst
def genCardFromId(self, cardID):
if int(cardID) > 13:
rank = int(cardID) % 13
if rank == 0:
suit = int((int(cardID) - rank) / 13)
else:
suit = int((int(cardID) - rank) / 13) + 1
if (rank == 1):
rank = 14
suit -= 1
elif (rank == 0):
rank = 13
return Card(rank, suit)
else:
suit = 1
rank = int(cardID)
if (rank == 1):
rank = 14
return Card(rank, suit)
def _map_integer_to_card(n):
'''
Maps an integer (or a list of integers) in range [0, 51] to a Card object
Goes in order of rank, then suit (so all the 2's, then all the 3's, etc.)
@n: an integer or list of integers in range [0, 51]
'''
if type(n) == list:
result = []
for num in n:
assert num in range(
52), "Error: integer to be mapped must be in range [0, 51]"
r = int(num / 4) + 2 # converts ranks from [0, 12] to [2, 14]
s = int(num % 4) + 1 # converts suits from [0, 3] to [1, 4]
result.append(Card(r, s))
return result
else:
r = int(n / 4) + 2
s = int(n % 4) + 1
return Card(r, s)
def genCardFromId(cardID):
if int(cardID) > 13:
rank = int(cardID) % 13
if rank == 0:
suit = int((int(cardID) - rank) / 13)
else:
suit = int((int(cardID) - rank) / 13) + 1
if (rank == 0):
rank = 14
else:
rank += 1
return Card(rank, suit)
else:
suit = 1
rank = int(cardID)
if (rank == 0):
rank = 14
else:
rank += 1
return Card(rank, suit)
def main():
# pre-load images on startup
# C D H S
cardLibrary = {}
rollSuit = ["C", "D", "H", "S"]
for i in range(0, 5):
COMMUNITY_XPOS.append(COMMUNITY_XPOS_START + (COMMUNITY_OFFSET_X * i))
for n in range(0, 13):
reverser = 5
for s in range(0, 4):
reverser -= 1
nS = reverser
cNum = n + 2
lS = rollSuit[s]
archedImg = Image.open("cardDeck\\community\\{}{}.png".format(
cNum, lS))
archedImg = archedImg.crop((0, 40, 35, 80))
fatHash = imagehash.phash(archedImg)
cardLibrary["{}{}".format(
cNum, lS)] = [fatHash, Card(cNum, nS), archedImg]
# x = COMMUNITY_XPOS
# y = COMMUNITY_YPOS + OFFSET
x = LHU_XPOS - 5
y = SU_YPOS + COMMUNITY_OFFSET_Y
w = x + WIDTH
h = (y + HEIGHT)
imt = getRectAsImage((x, y, w, h))
# imt = getRectAsImage(
# (RHC_XPOS, CANT_YPOS, RHC_XPOS+WIDTH,CANT_YPOS+HEIGHT)).rotate(
# 10,Image.BILINEAR,fillcolor="white")
imt.show()
testImageHash = imagehash.phash(imt)
winningKey = 0
lowestDiff = 9999999
for k, v in cardLibrary.items():
diff = abs(v[0] - testImageHash)
print(k, diff, lowestDiff)
if diff < lowestDiff:
lowestDiff = diff
winningKey = k
print(winningKey, cardLibrary[winningKey][1])
cardLibrary[winningKey][2].show()
def genCardFromId(self, cardID):
#LOG.info("------------MontecarloPokerBot genCardFromId---------------------")
if int(cardID) > 13:
rank = int(cardID) % 13
if rank == 0:
suit = int((int(cardID) - rank) / 13)
else:
suit = int((int(cardID) - rank) / 13) + 1
if (rank == 0):
rank = 14
else:
rank += 1
return Card(rank, suit)
else:
suit = 1
rank = int(cardID)
if (rank == 0):
rank = 14
else:
rank += 1
return Card(rank, suit)
def BUILD_DECK(): """ Returns a deck of 52 cards in order of 2c-As @vals: corresponds 2-14 to 2-A @suits: correspond 1-4 to [s, h, d, c] # congruent to pokereval Card """ vals = [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14] suits = [1, 2, 3, 4] for s in suits: for v in vals: deck.append(Card(v, s)) return deck
def genCardFromId(self, cardID):
if int(cardID) > 13:
suit = (int(cardID) - 1) / 13 + 1
rank = int(cardID) % 13
if rank == 1:
rank = 14
elif rank == 0:
rank = 13
else:
suit = 1
if int(cardID) == 1:
rank = 14
else:
rank = int(cardID)
# print "rank", rank, "suit", suit
return Card(rank, suit)
def hand_value(self, table):
hand = [Card(*card) for card in utils.card_values(self.hand)]
table = [Card(*card) for card in utils.card_values(table)]
score = HandEvaluator.evaluate_hand(hand, table)
return score
def getCard(cards):
from card import Card
return [
Card(CARD_MAPPING[h_card[:1]], SUIT_MAPPING[h_card[1:].lower()])
for h_card in cards
]
def run(self, input_socket):
# Get a file-object for reading packets from the socket.
# Using this ensures that you get exactly one packet per read.
f_in = input_socket.makefile()
conv = create_pbots_hand_to_twohandeval_dict()
while True:
# Block until the engine sends us a packet.
data = f_in.readline().strip()
# If data is None, connection has closed.
if not data:
print "Gameover, engine disconnected."
break
# Here is where you should implement code to parse the packets from
# the engine and act on it. We are just printing it instead.
print data
# When appropriate, reply to the engine with a legal action.
# The engine will ignore all spurious responses.
# The engine will also check/fold for you if you return an
# illegal action.
# When sending responses, terminate each response with a newline
# character (\n) or your bot will hang!
data = data.split() # Split data into list
command = data[0]
if command == "NEWGAME":
hand = [""] * 4 # Initialize hand to be empty
risk = 1
max_preflop_equity, max_flop_equity = 0, 0 # Flush all equities
elif command == "NEWHAND":
info = parse_NEWHAND(data)
myBank = info['myBank']
if PLOT_FLAG == True:
MADBot_delta.append(myBank)
otherbot_delta.append(info['otherBank'])
hand = info['holeCards']
hand_pairs = get_all_pairs(hand)
# converts engine's format to pokereval's format
converted_hand_pairs = [
(convert_pbots_hand_to_twohandeval(hole[0], conv),
convert_pbots_hand_to_twohandeval(hole[1], conv))
for hole in hand_pairs
]
max_preflop_equity = max([
HandEvaluator.evaluate_hand(
[Card(h[0][0], h[0][1]),
Card(h[1][0], h[1][1])], [])
for h in converted_hand_pairs
])
elif command == "GETACTION":
info = parse_GETACTION(data)
rand = random.random()
if info['numBoardCards'] == 0:
safe = myBank > -3000
l, u = get_lower_and_upper_bounds(
info["legalActions"][-1])[1]
if safe:
if info['potSize'] > 50:
s.send("CHECK\n")
else:
if max_preflop_equity > 0.99:
if rand >= 0.4:
s.send("RAISE:" + str(l) + "\n")
s.send("CALL\n")
else:
if max_preflop_equity >= 0.99 and info['potSize'] < 50:
s.send("CALL\n")
else:
s.send("CHECK\n")
elif info['numBoardCards'] == 3:
conv_all_cards = []
# converts engine's format to pokereval's format
converted_board_cards = convert_list_to_card_list([
convert_pbots_hand_to_twohandeval(card, conv)
for card in info['boardCards']
]) # in Card form
max_flop_equity = max([
HandEvaluator.evaluate_hand(
[Card(h[0][0], h[0][1]),
Card(h[1][0], h[1][1])], converted_board_cards)
for h in converted_hand_pairs
])
cmd, (l, u) = get_lower_and_upper_bounds(
info["legalActions"][-1])
if cmd != "CALL":
if max_flop_equity >= 0.97:
if rand > 0.7:
s.send(cmd + ":" + str(u) + "\n")
elif rand > 0.3:
s.send(cmd + ":" + str(l) + "\n")
else:
s.send("CALL\n")
elif max_flop_equity >= 0.90:
if rand > 0.5:
s.send(cmd + ":" + str(l) + "\n")
else:
s.send("CALL\n")
elif max_flop_equity >= 0.80:
s.send("CALL\n")
else:
s.send("CHECK\n")
else:
if max_flop_equity >= 0.90:
s.send("CALL\n")
else:
s.send("CHECK\n")
elif info['numBoardCards'] == 4:
conv_all_cards = []
converted_board_cards = convert_list_to_card_list([
convert_pbots_hand_to_twohandeval(card, conv)
for card in info['boardCards']
]) # in Card form
max_flop_equity = max([
HandEvaluator.evaluate_hand(
[Card(h[0][0], h[0][1]),
Card(h[1][0], h[1][1])], converted_board_cards)
for h in converted_hand_pairs
])
cmd, (l, u) = get_lower_and_upper_bounds(
info["legalActions"][-1])
if cmd != "CALL":
if max_flop_equity >= 0.96:
if rand > 0.5:
s.send(cmd + ":" + str(u) + "\n")
else:
s.send("CALL\n")
elif max_flop_equity >= 0.90:
s.send("CALL\n")
else:
s.send("CHECK\n")
else:
print "PRINTING THE COMMANDDDDDD"
print cmd
if max_flop_equity >= 0.90:
s.send("CALL\n")
else:
s.send("CHECK\n")
elif info['numBoardCards'] == 5:
conv_all_cards = []
conv_board_cards = convert_list_to_card_list([
convert_pbots_hand_to_twohandeval(card, conv)
for card in info['boardCards']
]) # in Card form
max_flop_equity = max([
HandEvaluator.evaluate_hand(
[Card(h[0][0], h[0][1]),
Card(h[1][0], h[1][1])], conv_board_cards)
for h in converted_hand_pairs
])
cmd, (l, u) = get_lower_and_upper_bounds(
info["legalActions"][-1])
if cmd != "CALL":
if max_flop_equity >= 0.95:
s.send(cmd + ":" + str(u) + "\n")
elif max_flop_equity >= 0.90:
s.send("CALL\n")
else:
s.send("CHECK\n")
else:
print "PRINTING THE COMMANDDDDDD"
print cmd
if max_flop_equity >= 0.90:
s.send("CALL\n")
else:
s.send("CHECK\n")
else:
s.send("CALL\n")
elif command == "REQUESTKEYVALUES":
# At the end, the engine will allow your bot save key/value pairs.
# Send FINISH to indicate you're done.
s.send("FINISH\n")
elif command == "HANDOVER":
hand = [""] * 4 # Empty the hand
bankroll = int(data[1])
# risk = 1
# if bankroll < 100:
# diff = 100 - bankroll
# if (float(math.log(diff)/math.log(10))) == 0:
# risk = 1
# elif bankroll > -50:
# risk = 1.0 / (float(math.log(diff)/math.log(10)))**(2)
# else:
# risk = 1.0 / (float(math.log(diff)/math.log(10)))**2
# max_preflop_equity, max_flop_equity, max_turn_equity, max_river_equity = 0, 0, 0, 0 # Flush all equities
max_preflop_equity, max_flop_equity = 0, 0
# Clean up the socket.
print MADBot_delta
print otherbot_delta
# print "\n".join(MADBot_delta)
# print "=================================================="
# print "\n".join(otherbot_delta)
s.close()
def run(self, input_socket):
# Get a file-object for reading packets from the socket.
# Using this ensures that you get exactly one packet per read.
f_in = input_socket.makefile()
conv = create_pbots_hand_to_twohandeval_dict()
while True:
# Block until the engine sends us a packet.
data = f_in.readline().strip()
# If data is None, connection has closed.
if not data:
print "Gameover, engine disconnected."
break
# Here is where you should implement code to parse the packets from
# the engine and act on it. We are just printing it instead.
print data
# When appropriate, reply to the engine with a legal action.
# The engine will ignore all spurious responses.
# The engine will also check/fold for you if you return an
# illegal action.
# When sending responses, terminate each response with a newline
# character (\n) or your bot will hang!
data = data.split() # Split data into list
command = data[0]
if command == "NEWGAME":
hand = [""] * 4 # Initialize hand to be empty
risk = 1
max_preflop_equity, max_flop_equity, max_turn_equity, max_river_equity = 0, 0, 0, 0 # Flush all equities
elif command == "NEWHAND":
if False == True: # Logging
MADBot_delta.append(str(data[-3]))
otherbot_delta.append(str(data[-2]))
hand = data[3:7]
two_pairs = return_pairs(hand)
convs_two_pairs = [
(convert_pbots_hand_to_twohandeval(hole[0], conv),
convert_pbots_hand_to_twohandeval(hole[1], conv))
for hole in two_pairs
]
max_preflop_equity = max([
HandEvaluator.evaluate_hand(
[Card(h[0][0], h[0][1]),
Card(h[1][0], h[1][1])], []) for h in convs_two_pairs
])
elif command == "GETACTION":
# Currently CHECK on every move. You'll want to change this.
print 'risk', risk
info = parse_GETACTION(data)
if info['numBoardCards'] == 0:
l, u = get_lower_and_upper_bounds(
info["legalActions"][-1])[1]
if max_preflop_equity >= 0.99:
s.send("RAISE:" + str(u) + "\n")
elif max_preflop_equity >= 0.97:
avg = int((u + l) / 2)
s.send("RAISE:" + str(avg) + "\n")
elif max_preflop_equity >= 0.95:
s.send("RAISE:" + str(l) + "\n")
else:
s.send("CALL\n")
elif info['numBoardCards'] == 3:
conv_all_cards = []
conv_board_cards = convert_list_to_card_list([
convert_pbots_hand_to_twohandeval(card, conv)
for card in info['boardCards']
]) # in Card form
max_flop_equity = [
HandEvaluator.evaluate_hand(
[Card(h[0][0], h[0][1]),
Card(h[1][0], h[1][1])], conv_board_cards)
for h in convs_two_pairs
]
cmd, (l, u) = get_lower_and_upper_bounds(
info["legalActions"][-1])
if cmd != "CALL":
rand = random.random()
if risk < 0.1:
if (rand >= 0.05):
s.send("FOLD\n")
else:
if max_flop_equity >= 0.90:
if (rand < 0.05):
s.send("CHECK\n")
elif (risk < 0.2):
s.send("CALL\n")
else:
s.send(cmd + ":" + str(u) + "\n")
elif max_flop_equity >= 0.80:
if (risk < 0.2):
if (rand < 0.1):
s.send("CALL\n")
elif (rand < 0.10):
s.send("CHECK\n")
else:
avg = int((u + l) / 2)
s.send(cmd + ":" + str(avg) + "\n")
elif max_flop_equity >= 0.60:
if (rand < 0.15) or risk < 0.2:
s.send("CHECK\n")
else:
s.send(cmd + ":" + str(l) + "\n")
else:
if (rand < 0.05):
s.send("CALL\n")
else:
s.send("FOLD\n")
else:
s.send("CALL\n")
elif info['numBoardCards'] == 4:
conv_all_cards = []
conv_board_cards = convert_list_to_card_list([
convert_pbots_hand_to_twohandeval(card, conv)
for card in info['boardCards']
]) # in Card form
max_flop_equity = [
HandEvaluator.evaluate_hand(
[Card(h[0][0], h[0][1]),
Card(h[1][0], h[1][1])], conv_board_cards)
for h in convs_two_pairs
]
cmd, (l, u) = get_lower_and_upper_bounds(
info["legalActions"][-1])
if cmd != "CALL":
rand = random.random()
if risk < 0.1:
if (rand >= 0.05):
s.send("FOLD\n")
else:
if max_flop_equity >= 0.95:
if (rand < 0.05):
s.send("CHECK\n")
elif (risk < 0.01):
s.send("CALL\n")
else:
s.send(cmd + ":" + str(u) + "\n")
elif max_flop_equity >= 0.85:
if (risk < 0.2):
if (rand < 0.1):
s.send("CALL\n")
elif (rand < 0.10):
s.send("CHECK\n")
else:
avg = int((u + l) / 2)
s.send(cmd + ":" + str(avg) + "\n")
elif max_flop_equity >= 0.50:
if (rand < 0.15) or risk < 0.2:
s.send("CHECK\n")
else:
s.send("CHECK\n")
else:
if (rand < 0.05):
s.send("CALL\n")
else:
s.send("FOLD\n")
else:
s.send("CALL\n")
elif info['numBoardCards'] == 5:
conv_all_cards = []
conv_board_cards = convert_list_to_card_list([
convert_pbots_hand_to_twohandeval(card, conv)
for card in info['boardCards']
]) # in Card form
max_flop_equity = [
HandEvaluator.evaluate_hand(
[Card(h[0][0], h[0][1]),
Card(h[1][0], h[1][1])], conv_board_cards)
for h in convs_two_pairs
]
cmd, (l, u) = get_lower_and_upper_bounds(
info["legalActions"][-1])
if cmd != "CALL":
rand = random.random()
if risk < 0.1:
if (rand >= 0.05):
s.send("FOLD\n")
else:
if max_flop_equity >= 0.95:
if (rand < 0.05):
s.send("CHECK\n")
elif (risk < 0.01):
s.send("CALL\n")
else:
s.send(cmd + ":" + str(u) + "\n")
elif max_flop_equity >= 0.85:
if (risk < 0.2):
if (rand < 0.1):
s.send("CALL\n")
elif (rand < 0.10):
s.send("CHECK\n")
else:
avg = int((u + l) / 2)
s.send(cmd + ":" + str(avg) + "\n")
elif max_flop_equity >= 0.50:
if (rand < 0.15) or risk < 0.2:
s.send("CHECK\n")
else:
s.send("CHECK\n")
else:
if (rand < 0.05):
s.send("CALL\n")
else:
s.send("FOLD\n")
else:
s.send("CALL\n")
else:
s.send("CALL\n")
elif command == "REQUESTKEYVALUES":
# At the end, the engine will allow your bot save key/value pairs.
# Send FINISH to indicate you're done.
s.send("FINISH\n")
elif command == "HANDOVER":
hand = [""] * 4 # Empty the hand
bankroll = int(data[1])
risk = 1
if bankroll < 100:
diff = 100 - bankroll
if (float(math.log(diff) / math.log(10))) == 0:
risk = 1
elif bankroll > -50:
risk = 1.0 / (float(
math.log(diff) / math.log(10)))**(2)
else:
risk = 1.0 / (float(math.log(diff) / math.log(10)))**2
max_preflop_equity, max_flop_equity, max_turn_equity, max_river_equity = 0, 0, 0, 0 # Flush all equities
# Clean up the socket.
print MADBot_delta
print otherbot_delta
print "\n".join(MADBot_delta)
print "=================================================="
print "\n".join(otherbot_delta)
s.close()
import random
import itertools
from baralho import Baralho
from jogador import Jogador
from mesa import Mesa
from regras import Regras
from pokereval.card import Card
from pokereval.hand_evaluator import HandEvaluator
bars = [Card(2,"s"),Card(3,"s"),Card(4,"s"),Card(5,"s"),Card(6,"s"),Card(7,"s"),Card(8,"s"),Card(9,"s"),Card(10,"s"),Card("J","s"),Card("Q","s"),Card("K","s"),Card("A","s")]
barh = [Card(2,"h"),Card(3,"h"),Card(4,"h"),Card(5,"h"),Card(6,"h"),Card(7,"h"),Card(8,"h"),Card(9,"h"),Card(10,"h"),Card("J","h"),Card("Q","h"),Card("K","h"),Card("A","h")]
barc = [Card(2,"c"),Card(3,"c"),Card(4,"c"),Card(5,"c"),Card(6,"c"),Card(7,"c"),Card(8,"c"),Card(9,"c"),Card(10,"c"),Card("J","c"),Card("Q","c"),Card("K","c"),Card("A","c")]
bard = [Card(2,"d"),Card(3,"d"),Card(4,"d"),Card(5,"d"),Card(6,"d"),Card(7,"d"),Card(8,"d"),Card(9,"d"),Card(10,"d"),Card("J","d"),Card("Q","d"),Card("K","d"),Card("A","d")]
bar = bars + barh + barc + bard
j = []
for k in range(1,9):
player = Jogador(k)
j.append(player)
baralho = Baralho(bar)
baralho2 = Baralho(bar)
mesa = Mesa()
regras = Regras()
while True:
for i in range(0,8):
j[i].reset()
print("Digite o numero de jogadores entre 8 a 2 ou '0' para sair: ", end='')
nj = int(input())
from pokereval.card import Card from pokereval.hand_evaluator import HandEvaluator hole = [Card(2, 1), Card(2, 2)] board = [] score = HandEvaluator.evaluate_hand(hole, board)
def run(self, input_socket, get_flop_probs, get_turn_probs, get_river_probs):
# Get a file-object for reading packets from the socket.
# Using this ensures that you get exactly one packet per read.
f_in = input_socket.makefile()
conv = create_pbots_hand_to_twohandeval_dict()
while True:
# Block until the engine sends us a packet.
data = f_in.readline().strip()
# If data is None, connection has closed.
if not data:
print "Gameover, engine disconnected."
break
# Here is where you should implement code to parse the packets from
# the engine and act on it. We are just printing it instead.
print data
data = data.split() # Split data into list
command = data[0]
if command == "NEWGAME":
hand = [""]*4 # Initialize hand to be empty
risk = 1
max_preflop_equity, max_flop_equity = 0, 0 # Flush all equities
elif command == "NEWHAND":
info = parse_NEWHAND(data)
myBank = info['myBank']
if PLOT_FLAG == True:
MADBot_delta.append(myBank)
otherbot_delta.append(info['otherBank'])
hand = info['holeCards']
hand_pairs = get_all_pairs(hand)
# converts engine's format to pokereval's format
converted_hand_pairs = [(convert_pbots_hand_to_twohandeval(hole[0], conv), convert_pbots_hand_to_twohandeval(hole[1], conv)) for hole in hand_pairs]
max_preflop_equity = max([HandEvaluator.evaluate_hand([Card(h[0][0], h[0][1]), Card(h[1][0], h[1][1])], []) for h in converted_hand_pairs])
elif command == "GETACTION":
info = parse_GETACTION(data)
rand = random.random()
if info['numBoardCards'] == 0:
safe = myBank > -3000
l, u = get_lower_and_upper_bounds(info["legalActions"][-1])[1]
if safe:
if info['potSize'] > 50:
s.send("CHECK\n")
else:
if max_preflop_equity > 0.99:
if rand >= 0.4:
s.send("RAISE:" + str(l) + "\n")
s.send("CALL\n")
else:
if max_preflop_equity >= 0.99 and info['potSize'] < 50:
s.send("CALL\n")
else:
s.send("CHECK\n")
elif info['numBoardCards'] == 3:
table_cards = info['boardCards']
features = get_omaha_features(hand, table_cards, convolution_function, play = 'flop')
probs = get_turn_probs(features.reshape(1,27))[0]
prob_winning = probs[0]
print "###### FLOP #####"
print hand
print table_cards
print prob_winning
cmd, (l, u) = get_lower_and_upper_bounds(info["legalActions"][-1])
if cmd == 'BET':
if prob_winning >= 0.8:
if rand > 0.3:
s.send(cmd+":" + str(u) + "\n")
else:
s.send(cmd+":" + str(l) + "\n")
elif prob_winning >= 0.7:
if rand < 0.2:
s.send(cmd+":" + str(u) + "\n")
elif rand < 0.6:
s.send(cmd+":" + str(l) + "\n")
else:
s.send("CALL\n")
elif prob_winning >= 0.6:
s.send("CALL\n")
else:
s.send("CHECK\n")
elif cmd == 'RAISE':
if prob_winning >= 0.85:
if rand > 0.3:
s.send(cmd+":" + str(u) + "\n")
else:
s.send(cmd+":" + str(l) + "\n")
elif prob_winning >= 0.75:
if rand < 0.2:
s.send(cmd+":" + str(u) + "\n")
elif rand < 0.6:
s.send(cmd+":" + str(l) + "\n")
else:
s.send("CALL\n")
elif prob_winning >= 0.7:
s.send("CALL\n")
else:
s.send("CHECK\n")
else:
if prob_winning >= 0.7:
s.send("CALL\n")
else:
s.send("CHECK\n")
elif info['numBoardCards'] == 4:
table_cards = info['boardCards']
features = get_omaha_features(hand, table_cards, convolution_function, play = 'turn')
probs = get_turn_probs(features.reshape(1,27))[0]
prob_winning = probs[0]
print "###### TURN #####"
print hand
print table_cards
print prob_winning
cmd, (l, u) = get_lower_and_upper_bounds(info["legalActions"][-1])
if cmd == 'BET':
if prob_winning >= 0.8:
if rand > 0.3:
s.send(cmd+":" + str(u) + "\n")
else:
s.send(cmd+":" + str(l) + "\n")
elif prob_winning >= 0.7:
if rand < 0.2:
s.send(cmd+":" + str(u) + "\n")
elif rand < 0.6:
s.send(cmd+":" + str(l) + "\n")
else:
s.send("CALL\n")
elif prob_winning >= 0.5:
s.send("CALL\n")
else:
s.send("CHECK\n")
elif cmd == 'RAISE':
if prob_winning >= 0.9:
if rand > 0.3:
s.send(cmd+":" + str(u) + "\n")
else:
s.send(cmd+":" + str(l) + "\n")
elif prob_winning >= 0.85:
if rand < 0.2:
s.send(cmd+":" + str(u) + "\n")
elif rand < 0.6:
s.send(cmd+":" + str(l) + "\n")
else:
s.send("CALL\n")
elif prob_winning >= 0.7:
s.send("CALL\n")
else:
s.send("CHECK\n")
else:
if prob_winning >= 0.7:
s.send("CALL\n")
else:
s.send("CHECK\n")
elif info['numBoardCards'] == 5:
table_cards = info['boardCards']
features = get_omaha_features(hand, table_cards, convolution_function, play = 'river')
probs = get_turn_probs(features.reshape(1,27))[0]
prob_winning = probs[0]
print "###### RIVER #####"
print hand
print table_cards
print prob_winning
cmd, (l, u) = get_lower_and_upper_bounds(info["legalActions"][-1])
print cmd
if cmd == 'BET':
if prob_winning >= 0.75:
if rand > 0.3:
s.send(cmd+":" + str(u) + "\n")
else:
s.send(cmd+":" + str(l) + "\n")
elif prob_winning >= 0.7:
if rand < 0.2:
s.send(cmd+":" + str(u) + "\n")
elif rand < 0.6:
s.send(cmd+":" + str(l) + "\n")
else:
s.send("CALL\n")
elif prob_winning >= 0.6:
s.send("CALL\n")
else:
s.send("CHECK\n")
elif cmd == 'RAISE':
if prob_winning >= 0.95:
if rand > 0.3:
s.send(cmd+":" + str(u) + "\n")
else:
s.send(cmd+":" + str(l) + "\n")
elif prob_winning >= 0.8:
if rand < 0.2:
s.send(cmd+":" + str(u) + "\n")
elif rand < 0.6:
s.send(cmd+":" + str(l) + "\n")
else:
s.send("CALL\n")
elif prob_winning >= 0.7:
s.send("CALL\n")
else:
s.send("CHECK\n")
else:
if prob_winning >= 0.7:
s.send("CALL\n")
else:
s.send("CHECK\n")
else:
s.send("CALL\n")
elif command == "REQUESTKEYVALUES":
# At the end, the engine will allow your bot save key/value pairs.
# Send FINISH to indicate you're done.
s.send("FINISH\n")
elif command == "HANDOVER":
hand = [""]*4 # Empty the hand
bankroll = int(data[1])
# risk = 1
# if bankroll < 100:
# diff = 100 - bankroll
# if (float(math.log(diff)/math.log(10))) == 0:
# risk = 1
# elif bankroll > -50:
# risk = 1.0 / (float(math.log(diff)/math.log(10)))**(2)
# else:
# risk = 1.0 / (float(math.log(diff)/math.log(10)))**2
# max_preflop_equity, max_flop_equity, max_turn_equity, max_river_equity = 0, 0, 0, 0 # Flush all equities
max_preflop_equity, max_flop_equity = 0, 0
# Clean up the socket.
print MADBot_delta
print otherbot_delta
# print "\n".join(MADBot_delta)
# print "=================================================="
# print "\n".join(otherbot_delta)
s.close()
def main():
game_file = 'HandLogs4/MADbot_vs_StraightOuttaCam'
player_1 = game_file.split('_vs_')[0][10:]
player_2 = game_file.split('_vs_')[1]
f = open(game_file, 'r')
lines = [line for line in f][1:]
full_game_string = ''
for line in lines:
full_game_string += line
game_buckets = full_game_string.split('\n\n')[:-1]
categories = defaultdict(list)
winner = defaultdict(list)
# Buckets all of the games into one of 6 categories:
# (1)full_game (players show their cards)
# Player 1 folds ((2)fold_after_river, (3)fold_after_turn, (4)fold_after_flop, (5)fold_before_flop)
# (2)opponent_folds (player 2 folds at some point in the game)
for game in game_buckets:
if player_1 + " shows" in game:
categories['full_game'] += [game]
elif player_1 + " folds" in game:
if "*** RIVER ***" in game:
categories['fold_after_river'] += [game]
elif "*** TURN ***" in game:
categories['fold_after_turn'] += [game]
elif "*** FLOP ***" in game:
categories['fold_after_flop'] += [game]
else:
categories['fold_before_flop'] += [game]
elif player_2 + " folds" in game:
categories['opponent_folds'] += [game]
if player_1 + " wins the pot" in game:
winner[player_1].append(game)
else:
winner[player_2].append(game)
preflops = []
p1_equities = []
for game in winner[player_1]:
if game not in categories['full_game']:
continue
player_1_hand, player_2_hand = get_players_hands(
game, player_1, player_2)
# Getting pre-flop statistics
# max_preflop = max([HandEvaluator.evaluate_hand([Card(h[0][0], h[0][1]), Card(h[1][0], h[1][1])], []) for h in player_1_hand])
# preflops.append(max_preflop)
# Getting post-flop statistics
game = game[game.index("*** RIVER ***"):]
table_cards = game[game.index("[") + 1:game.index("[") + 12].split()
table_cards_last = game[game.index("]") + 3:game.index("]") +
5].split()
# table_cards = game[game.index("[")+1:game.index("[")+9].split()
# table_cards_last = game[game.index("]")+3:game.index("]")+5].split()
table_cards = table_cards + table_cards_last
conv = create_pbots_hand_to_twohandeval_dict()
converted_board_cards = convert_list_to_card_list([
convert_pbots_hand_to_twohandeval(card) for card in table_cards
]) # in pbotseval form
max_flop_equity = max([
HandEvaluator.evaluate_hand(
[Card(h[0][0], h[0][1]),
Card(h[1][0], h[1][1])], converted_board_cards)
for h in player_1_hand
])
# if max_flop_equity > 0.99:
# print table_cards
# print player_1_hand
# print [HandEvaluator.evaluate_hand([Card(h[0][0], h[0][1]), Card(h[1][0], h[1][1])], converted_board_cards) for h in player_1_hand]
# print player_2_hand
# print [HandEvaluator.evaluate_hand([Card(h[0][0], h[0][1]), Card(h[1][0], h[1][1])], converted_board_cards) for h in player_2_hand]
p1_equities.append(max_flop_equity)
print len(p1_equities)
n, bins, patches = plt.hist(p1_equities,
100,
normed=1,
facecolor='green',
alpha=0.75)
plt.title('We won post river')
plt.show()