def suit_permutations_hands_sw(declaring_player, game_mode, player_hands):
data_list = []
# augment by getting all suit permutations via three transpositions
# first cycle through all possible game_suits
for new_game_suit in SUITS:
new_player_hands = switch_suits_player_hands(player_hands,
game_mode[1],
new_game_suit)
new_game_mode = (PARTNER_MODE, new_game_suit)
other_suits = [s for s in SUITS if s != new_game_suit]
first_suit = other_suits[0]
# then permutations of 3 remaining elements again by two permutations
for sec_suit in other_suits:
new_player_hands = switch_suits_player_hands(
new_player_hands, sec_suit, first_suit)
remaining_suits = [s for s in other_suits if s != first_suit]
for third_suit in remaining_suits:
new_player_hands = switch_suits_player_hands(
new_player_hands, sec_suit, third_suit)
# now create trainings examples from switched hands
for hand, player_pos in zip(new_player_hands,
range(len(player_hands))):
x, y = create_bidding_example(declaring_player,
new_game_mode, hand,
player_pos)
data_list.append((x, y))
return data_list
def transform_solo(data_dic):
declaring_player = data_dic['declaring_player']
game_suit = data_dic['game_mode'][1]
# switch suits to HEARTS if necessary
if game_suit != HEARTS:
played_cards = switch_suits_played_cards(data_dic['played_cards'],
game_suit, HEARTS)
player_hands = switch_suits_player_hands(data_dic['player_hands'],
game_suit, HEARTS)
else:
played_cards = data_dic['played_cards']
player_hands = data_dic['player_hands']
# set offensive player as player 0, and all relative positions accordingly
played_cards = [(card, (player - declaring_player) % 4)
for card, player in played_cards]
# change player hand cards accordingly
player_hands = [
player_hands[(index + declaring_player) % 4] for index in range(4)
]
transformed_dic = {
'player_hands': player_hands,
'played_cards': played_cards
}
return transformed_dic
def suit_permutations_hands_partner(declaring_player, game_mode, player_hands):
data_list = []
# augment by getting all suit permutations via two transpositions
# first cycle through all possible game_suits
for new_game_suit in [BELLS, LEAVES, ACORNS]:
new_player_hands = switch_suits_player_hands(player_hands,
game_mode[1],
new_game_suit)
new_game_mode = (PARTNER_MODE, new_game_suit)
other_suits = [
s for s in [BELLS, LEAVES, ACORNS] if s != new_game_suit
]
first_suit = other_suits[0]
# then both permutations of the remaining two suits
for sec_suit in other_suits:
new_player_hands = switch_suits_player_hands(
new_player_hands, first_suit, sec_suit)
# now create trainingsexamples from switched hands
for hand, player_pos in zip(new_player_hands,
range(len(player_hands))):
x, y = create_bidding_example(declaring_player, new_game_mode,
hand, player_pos)
data_list.append((x, y))
return data_list