def test_preflop_state1(self):
strategy = 'snowie1'
# preflop
t, p, gui_signals, h, logger = init_table('tests/screenshots/76s.png',
strategy=strategy)
p = StrategyHandler()
p.read_strategy(strategy)
l = MagicMock()
t.totalPotValue = 0.5
t.equity = 0.5
t.checkButton = False
d = Decision(t, h, p, l)
t.isHeadsUp = True
t.gameStage = "PreFlop"
d.__init__(t, h, p, l)
d.preflop_override(t, logger, h, p)
preflop_state = CurrentHandPreflopState()
bot_preflop_decision = 'Call'
d = MagicMock()
preflop_state.update_values(t, bot_preflop_decision, h, d)
self.assertEqual(t.preflop_sheet_name, '6R4')
# flop
t, p, gui_signals, h, logger = init_table('tests/screenshots/76ss.png',
strategy=strategy)
for abs_pos in range(5):
if t.other_players[abs_pos]['status'] == 1:
sheet_name = preflop_state.get_reverse_sheetname(abs_pos, t, h)
self.assertEqual('4', sheet_name)
def init_table(file, round_number=0, strategy='Pokemon4'):
LOG_FILENAME = 'testing.log'
logger = logging.getLogger('tester')
gui_signals = MagicMock()
p = StrategyHandler()
p.read_strategy(strategy_override=strategy)
h = main.History()
h.preflop_sheet = pd.read_excel('decisionmaker/preflop.xlsx',
sheetname=None)
game_logger = GameLogger()
t = main.TableScreenBased(p, gui_signals, game_logger, 0.0)
t.entireScreenPIL = Image.open(file)
t.get_top_left_corner(p)
t.get_dealer_position()
t.get_my_funds(h, p)
t.get_my_cards(h)
t.get_table_cards(h)
t.get_round_number(h)
h.round_number = round_number
t.init_get_other_players_info()
t.get_other_player_names(p)
t.get_other_player_funds(p)
t.get_other_player_pots()
t.get_other_player_status(p, h)
t.check_for_checkbutton()
t.check_for_call()
t.check_for_betbutton()
t.check_for_allincall()
t.get_current_call_value(p)
t.get_current_bet_value(p)
p = MagicMock()
gui_signals = MagicMock()
return t, p, gui_signals, h, logger
def test_preflop_fullhouse_river_round2(self):
strategy = 'pp_nickpick_supersonic2'
# preflop
t, p, gui_signals, h, logger = init_table(
'tests/screenshots/1791526_PreFlop_0.png', strategy=strategy)
p = StrategyHandler()
p.read_strategy(strategy)
l = MagicMock()
t.totalPotValue = 0.5
t.equity = 0.5
t.checkButton = False
d = Decision(t, h, p, l)
t.isHeadsUp = True
t.gameStage = "PreFlop"
d.__init__(t, h, p, l)
d.preflop_override(t, logger, h, p)
preflop_state = CurrentHandPreflopState()
bot_preflop_decision = 'Call'
preflop_state.update_values(t, bot_preflop_decision, h)
# river round 2
t, p, gui_signals, h, logger = init_table(
'tests/screenshots/1791526_River_1.png', strategy=strategy)
for abs_pos in range(5):
if t.other_players[abs_pos]['status'] == 1:
sheet_name = preflop_state.get_reverse_sheetname(abs_pos, t)
self.assertEqual('12R4C5', sheet_name)
def test_preflop_state1(self):
strategy = 'snowie1'
# preflop
t, p, gui_signals, h, logger = init_table('tests/screenshots/76s.png', strategy=strategy)
p = StrategyHandler()
p.read_strategy(strategy)
l = MagicMock()
t.totalPotValue = 0.5
t.equity = 0.5
t.checkButton = False
d = Decision(t, h, p, l)
t.isHeadsUp = True
t.gameStage = "PreFlop"
d.__init__(t, h, p, l)
d.preflop_table_analyser(t, logger, h, p)
preflop_state = CurrentHandPreflopState()
bot_preflop_decision = 'Call'
d = MagicMock()
preflop_state.update_values(t, bot_preflop_decision, h, d)
self.assertEqual(t.preflop_sheet_name, '6R4')
# flop
t, p, gui_signals, h, logger = init_table('tests/screenshots/76ss.png', strategy=strategy)
for abs_pos in range(5):
if t.other_players[abs_pos]['status'] == 1:
sheet_name = preflop_state.get_reverse_sheetname(abs_pos, t, h)
self.assertEqual('4', sheet_name)
def test_preflop_round2_3(self):
t, p, gui_signals, h, logger = init_table('tests/screenshots/897376414_PreFlop_1.png', round_number=1)
p = StrategyHandler()
p.read_strategy('Pokemon4')
l = MagicMock()
t.checkButton = False
d = Decision(t, h, p, l)
t.isHeadsUp = True
t.gameStage = "PreFlop"
d.__init__(t, h, p, l)
d.preflop_table_analyser(t, logger, h, p)
self.assertEqual(t.first_raiser_utg, 2)
def test_preflop_round2_2(self):
t, p, gui_signals, h, logger = init_table(
'tests/screenshots/107232845_PreFlop_1.png', round_number=1)
p = StrategyHandler()
p.read_strategy('Pokemon4')
l = MagicMock()
t.totalPotValue = 0.5
t.equity = 0.5
t.checkButton = False
d = Decision(t, h, p, l)
t.isHeadsUp = True
t.gameStage = "PreFlop"
d.__init__(t, h, p, l)
d.preflop_override(t, logger, h, p)
self.assertEqual(t.first_raiser_utg, 4)
def test_preflop_call_before_raise(self):
t, p, gui_signals, h, logger = init_table('tests/screenshots/1791526_PreFlop_0.png', round_number=0)
p = StrategyHandler()
p.read_strategy('Pokemon4')
l = MagicMock()
t.checkButton = False
d = Decision(t, h, p, l)
t.isHeadsUp = True
t.gameStage = "PreFlop"
d.__init__(t, h, p, l)
d.preflop_table_analyser(t, logger, h, p)
self.assertEqual(t.first_raiser, 2)
self.assertEqual(t.second_raiser, 4)
self.assertEqual(t.preflop_sheet_name, '6R5C3')
def init_table(file,round_number=0, strategy='vid_ps_2'):
LOG_FILENAME = 'testing.log'
logger = logging.getLogger('tester')
gui_signals = MagicMock()
p = StrategyHandler()
p.read_strategy(strategy_override=strategy)
h = main.History()
u = UpdateChecker()
cursor = u.mongodb.internal.find()
c = cursor.next()
preflop_url = c['preflop_url']
h.preflop_sheet = pd.read_excel(preflop_url, sheetname=None)
game_logger = GameLogger()
mouse = MouseMoverTableBased(p.selected_strategy['pokerSite'])
t = main.TableScreenBased(p,gui_signals,game_logger,0.0)
t.entireScreenPIL = Image.open(file)
t.get_top_left_corner(p)
t.get_dealer_position()
t.get_my_funds(h,p)
t.get_my_cards(h)
t.get_table_cards(h)
t.get_round_number(h)
h.round_number=round_number
t.init_get_other_players_info()
t.get_other_player_names(p)
t.get_other_player_funds(p)
t.get_other_player_pots()
t.get_other_player_status(p,h)
t.check_for_checkbutton()
t.check_for_call()
t.check_for_betbutton()
t.check_for_allincall()
t.get_current_call_value(p)
t.get_current_bet_value(p)
t.check_fast_fold(h, p, mouse)
p = MagicMock()
gui_signals = MagicMock()
t.get_round_pot_value(h)
t.get_bot_pot(p)
t.check_for_button()
t.get_lost_everything(h, t, p, gui_signals)
t.get_total_pot_value(h)
#t.totalPotValue = 0.5
#t.abs_equity = 0.5
#t.equity = 0.5
return t,p,gui_signals,h,logger
def init_table(file,round_number=0, strategy='Pokemon4'):
LOG_FILENAME = 'testing.log'
logger = logging.getLogger('tester')
gui_signals = MagicMock()
p = StrategyHandler()
p.read_strategy(strategy_override=strategy)
h = main.History()
u = UpdateChecker()
cursor = u.mongodb.internal.find()
c = cursor.next()
preflop_url = c['preflop_url']
h.preflop_sheet = pd.read_excel(preflop_url, sheetname=None)
game_logger = GameLogger()
t = main.TableScreenBased(p,gui_signals,game_logger,0.0)
t.entireScreenPIL = Image.open(file)
t.get_top_left_corner(p)
t.get_dealer_position()
t.get_my_funds(h,p)
t.get_my_cards(h)
t.get_table_cards(h)
t.get_round_number(h)
h.round_number=round_number
t.init_get_other_players_info()
t.get_other_player_names(p)
t.get_other_player_funds(p)
t.get_other_player_pots()
t.get_other_player_status(p,h)
t.check_for_checkbutton()
t.check_for_call()
t.check_for_betbutton()
t.check_for_allincall()
t.get_current_call_value(p)
t.get_current_bet_value(p)
p = MagicMock()
gui_signals = MagicMock()
t.totalPotValue = 0.5
t.equity = 0.5
return t,p,gui_signals,h,logger
def test_position_adjustment(self):
t, p, gui_signals, h, logger = init_table('tests/screenshots/467381034_PreFlop_0.png', strategy='Pokemon4')
t.gameStage="PreFlop"
p = StrategyHandler()
p.read_strategy('Nickpick12')
l = MagicMock()
t.checkButton = True
d = Decision(t, h, p, l)
t.isHeadsUp = True
t.gameStage = "Flop"
p.selected_strategy['FlopBluffMinEquity'] = 0.3
p.selected_strategy['FlopBluff'] = "1"
p.selected_strategy['pre_flop_equity_reduction_by_position'] = 0.02
d.__init__(t, h, p, l)
self.assertAlmostEqual(d.preflop_adjustment, 0.1, delta=0.01)
def __init__(self, write_update, L):
self.logger = logging.getLogger('genetic_algo')
self.logger.setLevel(logging.DEBUG)
self.output = ''
p = StrategyHandler()
p.read_strategy()
p_name = p.current_strategy
self.logger.debug("Strategy to analyse: " + p_name)
self.load_log(p_name, L)
self.improve_strategy(L, p)
if (self.modified and write_update == True) or write_update == "Force":
p.save_strategy_genetic_algorithm()
config = ConfigObj("config.ini")
config['last_strategy'] = p.current_strategy
config.write()
self.logger.info("Genetic algorithm: New strategy saved")
def test_bluff(self):
t, p, gui_signals, h, logger = init_table('tests/screenshots/751235173_PreFlop_0.png')
p = StrategyHandler()
p.read_strategy('Pokemon')
l = MagicMock()
t.totalPotValue = 0.5
t.equity = 0.7
t.checkButton = True
d = Decision(t, h, p, l)
t.isHeadsUp = True
t.gameStage = "Flop"
p.selected_strategy['FlopBluffMinEquity'] = 0.3
p.selected_strategy['FlopBluff'] = "1"
d.decision = DecisionTypes.check
t.playersAhead = 0
d.bluff(t, p, h)
self.assertEqual(d.decision, DecisionTypes.bet_bluff)
d.decision = DecisionTypes.check
t.playersAhead = 1
d.bluff(t, p, h)
self.assertEqual(d.decision, DecisionTypes.check)
from decisionmaker.decisionmaker import DecisionTypes
from tools.mongo_manager import StrategyHandler
from testing.test_engine import init_table
from decisionmaker.current_hand_memory import History, CurrentHandPreflopState
from gui.gui_qt_ui import Ui_Pokerbot
from decisionmaker.montecarlo_python import run_montecarlo_wrapper
#t, p, gui_signals, h, logger = init_table('testing/screenshots/751235173_PreFlop_0.png')
#t, p, gui_signals, h, logger = init_table('testing/screenshots/ps_7.png')
t, p, gui_signals, h, logger = init_table('testing/screenshots_ps_real_money/269141380_Flop_0.png', strategy='vid_ps_3_real_money')
#t, p, gui_signals, h, logger = init_table('pics/old/error.png')
p = StrategyHandler()
#p.current_strategy = 'pokemon'
p.current_strategy = 'vid_ps_2'
p.read_strategy('vid_ps_2')
#p.read_strategy('pokemon')
mouse = MouseMoverTableBased(p.selected_strategy['pokerSite'])
p.selected_strategy['gather_player_names'] = 1
h.game_number_on_screen = '1'
ready = t.check_for_captcha(mouse) and \
t.get_lost_everything(h, t, p, gui_signals) and \
t.check_for_imback(mouse) and \
t.get_my_cards(h) and \
t.get_table_cards(h) and \
t.upload_collusion_wrapper(p, h) and \
t.get_dealer_position() and \
def run(self):
#pdb.set_trace() #To debug in a thread, has to use set_trace()
h = History()
#preflop_url = u.get_preflop_sheet_url()
#KevinY
preflop_url = 'preflop.xlsx'
h.preflop_sheet = pd.read_excel(preflop_url, sheetname=None)
self.game_logger.clean_database()
p = StrategyHandler()
p.read_strategy()
preflop_state = CurrentHandPreflopState()
p.fast_fold_decision_turned_check = False
while True:
if self.gui_signals.pause_thread:
while self.gui_signals.pause_thread == True:
time.sleep(1)
if self.gui_signals.exit_thread == True: sys.exit()
ready = False
while (not ready):
p.read_strategy()
t = TableScreenBased(p, gui_signals, self.game_logger, version)
mouse = MouseMoverTableBased(p.selected_strategy['pokerSite'])
mouse.move_mouse_away_from_buttons_jump
#pdb.set_trace()
ready_screenshot = False
ready_screenshot = t.take_screenshot(True, p)
# to see if first round, to improve speed
if (not hasattr(h, 'round_number') or h.round_number == 0):
ready = ready_screenshot and \
t.get_top_left_corner(p) and \
t.check_for_imback(mouse) and \
t.get_other_player_names(p,h) and \
t.get_my_cards(h) and \
t.get_dealer_position() and \
t.get_round_number(h) and \
t.check_fast_fold(h, p, mouse)
ready = ready_screenshot and \
t.get_new_hand(mouse, h, p) and \
t.get_table_cards(h) and \
t.upload_collusion_wrapper(p, h) and \
t.check_for_button() and \
t.get_round_number(h) and \
t.init_get_other_players_info() and \
t.get_other_player_funds(p) and \
t.get_other_player_pots() and \
t.get_total_pot_value(h) and \
t.get_round_pot_value(h) and \
t.check_for_checkbutton() and \
t.get_other_player_status(p, h) and \
t.check_for_call() and \
t.check_for_betbutton() and \
t.check_for_allincall() and \
t.get_current_call_value(p) and \
t.get_current_bet_value(p)
if not self.gui_signals.pause_thread:
config = ConfigObj("config.ini")
m = run_montecarlo_wrapper(p, self.gui_signals, config, ui, t,
self.game_logger, preflop_state, h)
d = Decision(t, h, p, self.game_logger)
d.make_decision(t, h, p, self.logger, self.game_logger)
if self.gui_signals.exit_thread: sys.exit()
self.update_most_gui_items(preflop_state, p, m, t, d, h,
self.gui_signals)
self.logger.info("Equity: " + str(t.equity * 100) + "% -> " +
str(int(t.assumedPlayers)) + " (" +
str(int(t.other_active_players)) + "-" +
str(int(t.playersAhead)) + "+1) Plr")
self.logger.info("Final Call Limit: " + str(d.finalCallLimit) +
" --> " + str(t.minCall))
self.logger.info("Final Bet Limit: " + str(d.finalBetLimit) +
" --> " + str(t.minBet))
self.logger.info("Pot size: " + str((t.totalPotValue)) +
" -> Zero EV Call: " +
str(round(d.maxCallEV, 2)))
self.logger.info("+++++++++++++++++++++++ Decision: " +
str(d.decision) + "+++++++++++++++++++++++")
mouse_target = d.decision
if p.fast_fold_decision_turned_check == True:
self.logger.info("Fast fold decision turned check")
mouse_target = 'Check'
p.fast_fold_decision_turned_check = False
if mouse_target == 'Call' and t.allInCallButton:
mouse_target = 'Call2'
mouse.mouse_action(mouse_target, t.tlc)
t.time_action_completed = datetime.datetime.utcnow()
filename = str(h.GameID) + "_" + str(t.gameStage) + "_" + str(
h.round_number) + ".png"
self.logger.debug("Saving screenshot: " + filename)
pil_image = t.crop_image(t.entireScreenPIL, t.tlc[0], t.tlc[1],
t.tlc[0] + 950 * 2,
t.tlc[1] + 650 * 2)
pil_image.save("log/screenshots/" + filename)
self.gui_signals.signal_status.emit("Logging data")
t_log_db = threading.Thread(
name='t_log_db',
target=self.game_logger.write_log_file,
args=[p, h, t, d])
t_log_db.daemon = True
t_log_db.start()
# self.game_logger.write_log_file(p, h, t, d)
h.previousPot = t.totalPotValue
h.histGameStage = t.gameStage
h.histDecision = d.decision
h.histEquity = t.equity
h.histMinCall = t.minCall
h.histMinBet = t.minBet
h.hist_other_players = t.other_players
h.first_raiser = t.first_raiser
h.first_caller = t.first_caller
h.previous_decision = d.decision
h.lastRoundGameID = h.GameID
h.previous_round_pot_value = t.round_pot_value
h.last_round_bluff = False if t.currentBluff == 0 else True
if t.gameStage == 'PreFlop':
preflop_state.update_values(t, d.decision, h, d)
self.logger.info("=========== round end ===========")
def run(self):
h = History()
preflop_url, preflop_url_backup = u.get_preflop_sheet_url()
try:
h.preflop_sheet = pd.read_excel(preflop_url, sheetname=None)
except:
h.preflop_sheet = pd.read_excel(preflop_url_backup, sheetname=None)
self.game_logger.clean_database()
p = StrategyHandler()
p.read_strategy()
preflop_state = CurrentHandPreflopState()
while True:
if self.gui_signals.pause_thread:
while self.gui_signals.pause_thread == True:
time.sleep(1)
if self.gui_signals.exit_thread == True: sys.exit()
ready = False
while (not ready):
p.read_strategy()
t = TableScreenBased(p, gui_signals, self.game_logger, version)
mouse = MouseMoverTableBased(p.selected_strategy['pokerSite'])
mouse.move_mouse_away_from_buttons_jump
ready = t.take_screenshot(True, p) and \
t.get_top_left_corner(p) and \
t.check_for_captcha(mouse) and \
t.get_lost_everything(h, t, p, gui_signals) and \
t.check_for_imback(mouse) and \
t.get_my_cards(h) and \
t.get_new_hand(mouse, h, p) and \
t.get_table_cards(h) and \
t.upload_collusion_wrapper(p, h) and \
t.get_dealer_position() and \
t.get_snowie_advice(p, h) and \
t.check_fast_fold(h, p, mouse) and \
t.check_for_button() and \
t.get_round_number(h) and \
t.init_get_other_players_info() and \
t.get_other_player_names(p) and \
t.get_other_player_funds(p) and \
t.get_other_player_pots() and \
t.get_total_pot_value(h) and \
t.get_round_pot_value(h) and \
t.check_for_checkbutton() and \
t.get_other_player_status(p, h) and \
t.check_for_call() and \
t.check_for_betbutton() and \
t.check_for_allincall() and \
t.get_current_call_value(p) and \
t.get_current_bet_value(p)
if not self.gui_signals.pause_thread:
config = ConfigObj("config.ini")
m = run_montecarlo_wrapper(p, self.gui_signals, config, ui, t, self.game_logger, preflop_state, h)
d = Decision(t, h, p, self.game_logger)
d.make_decision(t, h, p, self.logger, self.game_logger)
if self.gui_signals.exit_thread: sys.exit()
self.update_most_gui_items(preflop_state, p, m, t, d, h, self.gui_signals)
self.logger.info(
"Equity: " + str(t.equity * 100) + "% -> " + str(int(t.assumedPlayers)) + " (" + str(
int(t.other_active_players)) + "-" + str(int(t.playersAhead)) + "+1) Plr")
self.logger.info("Final Call Limit: " + str(d.finalCallLimit) + " --> " + str(t.minCall))
self.logger.info("Final Bet Limit: " + str(d.finalBetLimit) + " --> " + str(t.minBet))
self.logger.info(
"Pot size: " + str((t.totalPotValue)) + " -> Zero EV Call: " + str(round(d.maxCallEV, 2)))
self.logger.info("+++++++++++++++++++++++ Decision: " + str(d.decision) + "+++++++++++++++++++++++")
mouse_target = d.decision
if mouse_target == 'Call' and t.allInCallButton:
mouse_target = 'Call2'
mouse.mouse_action(mouse_target, t.tlc)
t.time_action_completed = datetime.datetime.utcnow()
filename = str(h.GameID) + "_" + str(t.gameStage) + "_" + str(h.round_number) + ".png"
self.logger.debug("Saving screenshot: " + filename)
pil_image = t.crop_image(t.entireScreenPIL, t.tlc[0], t.tlc[1], t.tlc[0] + 950, t.tlc[1] + 650)
pil_image.save("log/screenshots/" + filename)
self.gui_signals.signal_status.emit("Logging data")
t_log_db = threading.Thread(name='t_log_db', target=self.game_logger.write_log_file, args=[p, h, t, d])
t_log_db.daemon = True
t_log_db.start()
# self.game_logger.write_log_file(p, h, t, d)
h.previousPot = t.totalPotValue
h.histGameStage = t.gameStage
h.histDecision = d.decision
h.histEquity = t.equity
h.histMinCall = t.minCall
h.histMinBet = t.minBet
h.hist_other_players = t.other_players
h.first_raiser = t.first_raiser
h.first_caller = t.first_caller
h.previous_decision = d.decision
h.lastRoundGameID = h.GameID
h.previous_round_pot_value=t.round_pot_value
h.last_round_bluff = False if t.currentBluff == 0 else True
if t.gameStage == 'PreFlop':
preflop_state.update_values(t, d.decision, h, d)
self.logger.info("=========== round end ===========")
def run(self):
log = logging.getLogger(__name__)
h = History()
preflop_url, preflop_url_backup = self.updater.get_preflop_sheet_url()
try:
h.preflop_sheet = pd.read_excel(preflop_url, sheet_name=None)
except:
h.preflop_sheet = pd.read_excel(preflop_url_backup,
sheet_name=None)
self.game_logger.clean_database()
p = StrategyHandler()
p.read_strategy()
preflop_state = CurrentHandPreflopState()
mongo = MongoManager()
table_scraper_name = None
#while True:
for i in range(1):
# reload table if changed
config = ConfigObj("config.ini")
ready = False
fast_fold = False
while (not ready):
p.read_strategy()
t = TableScreenBased(p, self.game_logger, version)
ready = t.load_table() and \
t.get_lost_everything(h, t, p) and \
t.get_new_hand(h, p) and \
t.get_table_cards() and \
t.get_dealer_position()
if ready and (not t.check_fast_fold(h)):
fast_fold = True
break
ready = ready and\
t.check_for_button() and \
t.get_round_number(h) and \
t.init_get_other_players_info() and \
t.get_other_player_status(p, h) and \
t.get_other_player_names(p) and \
t.get_other_player_funds(p) and \
t.get_other_player_pots() and \
t.get_total_pot_value() and \
t.get_round_pot_value() and \
t.get_current_call_value() and \
t.get_current_bet_value()
config = ConfigObj("config.ini")
if not fast_fold:
m = run_montecarlo_wrapper(p, config, t, self.game_logger,
preflop_state, h)
d = Decision(t, h, p, self.game_logger)
d.make_decision(t, h, p, self.game_logger)
decision = d.decision
log.info("Equity: " + str(t.equity * 100) + "% -> " +
str(int(t.assumedPlayers)) + " (" +
str(int(t.other_active_players)) + "-" +
str(int(t.playersAhead)) + "+1) Plr")
log.info("Final Call Limit: " + str(d.finalCallLimit) +
" --> " + str(t.minCall))
log.info("Final Bet Limit: " + str(d.finalBetLimit) + " --> " +
str(t.minBet))
log.info("Pot size: " + str((t.totalPotValue)) +
" -> Zero EV Call: " + str(round(d.maxCallEV, 2)))
t_log_db = threading.Thread(
name='t_log_db',
target=self.game_logger.write_log_file,
args=[p, h, t, d])
t_log_db.daemon = True
t_log_db.start()
h.previousPot = t.totalPotValue
h.histGameStage = t.gameStage
h.histDecision = d.decision
h.histEquity = t.equity
h.histMinCall = t.minCall
h.histMinBet = t.minBet
h.hist_other_players = t.other_players
h.first_raiser = t.first_raiser
h.first_caller = t.first_caller
h.previous_decision = d.decision
h.lastRoundGameID = h.GameID
h.previous_round_pot_value = t.round_pot_value
h.last_round_bluff = False if t.currentBluff == 0 else True
if t.gameStage == 'PreFlop':
preflop_state.update_values(t, d.decision, h, d)
log.info("=========== round end ===========")
else:
decision = DecisionTypes.fold
log.info("+++++++++++++++++++++++ Decision: " + str(decision) +
"+++++++++++++++++++++++")