def set_metrics(point, round_id, full_deck, key):
s = PokerMetricsCalculator.calculate_hand_strength(point[key]['hc'], point['bc'], full_deck)
if round_id == 1 or round_id == 2:
p = PokerMetricsCalculator.calculate_hand_potential_without_heuristics(point[key]['hc'], point['bc'], round_id, full_deck)
else:
p = 0
e = PokerMetricsCalculator.calculate_equity(point[key]['hc'])
ep = PokerMetricsCalculator.calculate_ep(s, e, p, round_id)
point[key]['str'][round_id] = round_value(s*Config.RESTRICTIONS['multiply_normalization_by'], 3)
point[key]['ep'][round_id] = round_value(ep*Config.RESTRICTIONS['multiply_normalization_by'], 3)
return point
def set_metrics(point, round_id, full_deck, key):
s = PokerMetricsCalculator.calculate_hand_strength(point[key]['hc'],
point['bc'], full_deck)
if round_id == 1 or round_id == 2:
p = PokerMetricsCalculator.calculate_hand_potential_without_heuristics(
point[key]['hc'], point['bc'], round_id, full_deck)
else:
p = 0
e = PokerMetricsCalculator.calculate_equity(point[key]['hc'])
ep = PokerMetricsCalculator.calculate_ep(s, e, p, round_id)
point[key]['str'][round_id] = round_value(
s * Config.RESTRICTIONS['multiply_normalization_by'], 3)
point[key]['ep'][round_id] = round_value(
ep * Config.RESTRICTIONS['multiply_normalization_by'], 3)
return point
def generate_poker_hands(from_seed, to_seed):
path = "hands_generated/hands"+str(to_seed)
index = 0
indeces = 9
mapping = {'00': 0, '01': 1, '02': 2, '10': 3, '11': 4, '12': 5, '20': 6, '21': 7, '22': 8}
print "starting"
full_deck = PokerMetricsCalculator.initialize_deck()
port0, port1 = available_ports()
if not os.path.exists('hands_generated'):
os.makedirs('hands_generated')
if not os.path.exists(path):
os.makedirs(path)
files = []
for x in range(indeces):
files.append(open(path+'/hands_type_'+str(x)+'.json','a'))
for seed in range(from_seed, to_seed):
point_pos0, point_pos1 = initialize_metrics(seed, port0, port1, full_deck)
point_pos0['id'] = seed
point_pos1['id'] = seed
label0_player = get_hand_strength_label(point_pos0['p']['str'][index])
label0_opp = get_hand_strength_label(point_pos0['o']['str'][index])
label1_player = get_hand_strength_label(point_pos1['p']['str'][index])
label1_opp = get_hand_strength_label(point_pos1['o']['str'][index])
label0 = str(label0_player)+str(label0_opp)
label1 = str(label1_player)+str(label1_opp)
print str(label0)+","+str(mapping[label0])+": "+str(point_pos0)
print str(label1)+","+str(mapping[label1])+": "+str(point_pos1)
print "#"
files[mapping[label0]].write(json.dumps(point_pos0)+'\n')
files[mapping[label1]].write(json.dumps(point_pos1)+'\n')
print "#"
for f in files:
f.close()
def generate_poker_hands(from_seed, to_seed):
path = "hands_generated/hands" + str(to_seed)
index = 0
indeces = 9
mapping = {
'00': 0,
'01': 1,
'02': 2,
'10': 3,
'11': 4,
'12': 5,
'20': 6,
'21': 7,
'22': 8
}
print "starting"
full_deck = PokerMetricsCalculator.initialize_deck()
port0, port1 = available_ports()
if not os.path.exists('hands_generated'):
os.makedirs('hands_generated')
if not os.path.exists(path):
os.makedirs(path)
files = []
for x in range(indeces):
files.append(open(path + '/hands_type_' + str(x) + '.json', 'a'))
for seed in range(from_seed, to_seed):
point_pos0, point_pos1 = initialize_metrics(seed, port0, port1,
full_deck)
point_pos0['id'] = seed
point_pos1['id'] = seed
label0_player = get_hand_strength_label(point_pos0['p']['str'][index])
label0_opp = get_hand_strength_label(point_pos0['o']['str'][index])
label1_player = get_hand_strength_label(point_pos1['p']['str'][index])
label1_opp = get_hand_strength_label(point_pos1['o']['str'][index])
label0 = str(label0_player) + str(label0_opp)
label1 = str(label1_player) + str(label1_opp)
print str(label0) + "," + str(mapping[label0]) + ": " + str(point_pos0)
print str(label1) + "," + str(mapping[label1]) + ": " + str(point_pos1)
print "#"
files[mapping[label0]].write(json.dumps(point_pos0) + '\n')
files[mapping[label1]].write(json.dumps(point_pos1) + '\n')
print "#"
for f in files:
f.close()
def initialize_metrics(seed, port_pos0, port_pos1, full_deck):
seeded_deck = PokerMetricsCalculator.initialize_deck()
random.seed(seed)
random.shuffle(seeded_deck)
point = {}
point['bc'] = []
point['pos'] = 0
point['p'] = {}
point['o'] = {}
point['p']['hc'] = [seeded_deck.pop(), seeded_deck.pop()]
point['o']['hc'] = [seeded_deck.pop(), seeded_deck.pop()]
point['p']['str'] = [-1] * 4
point['p']['ep'] = [-1] * 4
point['o']['str'] = [-1] * 4
point['o']['ep'] = [-1] * 4
for round_id, poker_round in enumerate(
['preflop', 'flop', 'turn', 'river']):
if poker_round == 'flop':
point['bc'] = [
seeded_deck.pop(),
seeded_deck.pop(),
seeded_deck.pop()
]
if poker_round == 'turn' or poker_round == 'river':
point['bc'].append(seeded_deck.pop())
set_metrics(point, round_id, full_deck, 'p')
set_metrics(point, round_id, full_deck, 'o')
point_pos1 = {}
point_pos1['bc'] = point['bc']
point_pos1['pos'] = 1
point_pos1['p'] = {}
point_pos1['o'] = {}
point_pos1['p']['hc'] = point['o']['hc']
point_pos1['o']['hc'] = point['p']['hc']
point_pos1['p']['str'] = point['o']['str']
point_pos1['p']['ep'] = point['o']['ep']
point_pos1['o']['str'] = point['p']['str']
point_pos1['o']['ep'] = point['p']['ep']
return point, point_pos1
def initialize_metrics(seed, port_pos0, port_pos1, full_deck):
seeded_deck = PokerMetricsCalculator.initialize_deck()
random.seed(seed)
random.shuffle(seeded_deck)
point = {}
point['bc'] = []
point['pos'] = 0
point['p'] = {}
point['o'] = {}
point['p']['hc'] = [seeded_deck.pop(), seeded_deck.pop()]
point['o']['hc'] = [seeded_deck.pop(), seeded_deck.pop()]
point['p']['str'] = [-1] * 4
point['p']['ep'] = [-1] * 4
point['o']['str'] = [-1] * 4
point['o']['ep'] = [-1] * 4
for round_id, poker_round in enumerate(['preflop', 'flop', 'turn', 'river']):
if poker_round == 'flop':
point['bc'] = [seeded_deck.pop(), seeded_deck.pop(), seeded_deck.pop()]
if poker_round == 'turn' or poker_round == 'river':
point['bc'].append(seeded_deck.pop())
set_metrics(point, round_id, full_deck, 'p')
set_metrics(point, round_id, full_deck, 'o')
point_pos1 = {}
point_pos1['bc'] = point['bc']
point_pos1['pos'] = 1
point_pos1['p'] = {}
point_pos1['o'] = {}
point_pos1['p']['hc'] = point['o']['hc']
point_pos1['o']['hc'] = point['p']['hc']
point_pos1['p']['str'] = point['o']['str']
point_pos1['p']['ep'] = point['o']['ep']
point_pos1['o']['str'] = point['p']['str']
point_pos1['o']['ep'] = point['p']['ep']
return point, point_pos1