def check_for_valid_plays(self, card, leading):
"""
Check if the card played is valid
:param card: int
:param leading: bool
:return:
"""
if not self.check_card_in(card):
return False
card_suit = cards.get_card_suit(card)
if leading:
if not self._table_status['trump broken'] and \
card_suit == self._table_status['trump suit']:
if any([
not cards.get_card_suit(crd)
== self._table_status['trump suit']
for crd in self.get_deck_values()
]):
return False
else:
leading_card_suit = self._table_status['played cards'][
self._table_status["leading player"]].suit()
if not card_suit == leading_card_suit and \
any([cards.get_card_suit(crd) == leading_card_suit for crd in
self.get_deck_values()]):
return False
return True
def estimate_wins(self):
player_cards = self.player.get_deck_values()
card_suits = [cards.get_card_suit(crd) for crd in player_cards]
card_nums = [cards.get_card_number(crd) for crd in player_cards]
n_cards = []
for i in range(4):
n_cards.append(card_suits.count(i + 1))
bids = [0] * 5
trump_points = [num - 10 if num >= 10 else 0.001 for num in card_nums]
non_trump_points = [
self.calc_win_points(num, n_cards[suit - 1]) if num > 10 else 0.001
for (num, suit) in zip(card_nums, card_suits)
]
for trump_call in range(5):
for suit in range(4):
valid_cards = [crd_suit == suit + 1 for crd_suit in card_suits]
if suit == trump_call:
points = sum([
pts for valid, pts in zip(valid_cards, trump_points)
if valid
])
bids[trump_call] += points * n_cards[suit] * self.weigh1
else:
points = sum([
pts
for valid, pts in zip(valid_cards, non_trump_points)
if valid
])
bids[trump_call] += points * math.log(n_cards[suit] +
1) * self.weigh2
return bids
def update_memory(self):
played_cards = [
card.value for card in self.table_status["played cards"]
]
for val in played_cards:
suit = cards.get_card_suit(val)
num = cards.get_card_number(val)
self.unplayed_cards[suit - 1].remove(num)
def get_valid_plays(self, leading):
all_plays = self.player.get_deck_values()
possible_plays = None
if leading:
if not self.table_status['trump broken']:
possible_plays = [
card for card in all_plays if not cards.get_card_suit(card)
== self.table_status['trump suit']
]
else:
leading_suit = self.table_status['played cards'][
self.table_status["leading player"]].suit()
possible_plays = [
card for card in all_plays
if cards.get_card_suit(card) == leading_suit
]
if not possible_plays:
return all_plays
return possible_plays
def call_partner(self):
"""
:return: int - the card value
"""
player_cards = self.player.get_deck_values()
card_suits = [cards.get_card_suit(crd) for crd in player_cards]
card_nums = [cards.get_card_number(crd) for crd in player_cards]
trump_suit = self.table_status["bid"] % 10
trump_nums = [
num for suit, num in zip(card_suits, card_nums)
if suit == trump_suit
]
if 14 not in trump_nums:
return trump_suit * 100 + 14
if 13 not in trump_nums:
return trump_suit * 100 + 13
if 12 not in trump_nums:
return trump_suit * 100 + 12
suit_values = []
for i in range(4):
suit_values.append(
sum([
num for suit, num in zip(card_suits, card_nums)
if suit == i + 1
]))
min_val = min(suit_values)
weakest_suit = [
i + 1 for i, val in enumerate(suit_values) if val == min_val
]
if len(weakest_suit) > 1:
weakest_suit = random.choice(weakest_suit)
else:
weakest_suit = weakest_suit[0]
all_nums = [i + 2 for i in range(13)]
weak_nums = [
num for suit, num in zip(card_suits, card_nums)
if suit == weakest_suit
]
[all_nums.remove(num) for num in weak_nums]
return weakest_suit * 100 + max(all_nums)
def make_a_play(self, sub_state):
"""
:param sub_state:
:return: int - card value
"""
# TODO: Recall last round and update memory
# Get valid plays
if sub_state == 0:
card_values = self.get_valid_plays(True)
else:
card_values = self.get_valid_plays(False)
n_cards = len(card_values)
card_viability = [1] * n_cards
card_nums = [cards.get_card_number(play) for play in card_values]
card_suits = [cards.get_card_suit(play) for play in card_values]
high_cards = [
max(card_set) + (i + 1) * 100 if card_set else 0
for i, card_set in enumerate(self.unplayed_cards)
]
suit_counts = [0] * 4
for i in range(4):
suit_counts[i] = card_suits.count(i + 1)
non_empty_suits = [
i + 1 for i, count in enumerate(suit_counts) if count
]
suit_counts = [count for count in suit_counts if count]
min_suit_count = min(suit_counts)
low_suits = [
suit for suit, counts in zip(non_empty_suits, suit_counts)
if counts == min_suit_count
]
for i in range(n_cards):
card_viability[i] += any(
[card_suits[i] == s
for s in low_suits]) / min_suit_count * self.low_suit_factor
# Leading-specific viability
if sub_state == 0:
for i in range(n_cards):
card_viability[i] += any(
[card_values[i] == card
for card in high_cards]) * self.high_card_factor
else:
# Get the played cards
played_cards = [
card.value if card else None
for card in self.table_status["played cards"]
]
played_nums = [
cards.get_card_number(card) if card else 0
for card in played_cards
]
played_suits = [
cards.get_card_suit(card) if card else 0
for card in played_cards
]
leading_card = self.table_status["played cards"][
self.table_status["leading player"]]
leading_suit = leading_card.suit()
# Find the highest number played,
max_played_num = max([
num for num, suit in zip(played_nums, played_suits)
if suit == leading_suit
])
max_trump_played = [
num for suit, num in zip(played_suits, played_nums)
if suit == self.table_status['trump suit']
]
if max_trump_played:
max_trump_played = max(max_trump_played)
else:
max_trump_played = 0
for i in range(n_cards):
# Favour highest cards
card_viability[i] += (card_suits[i] == leading_suit and card_values[i] == high_cards[leading_suit-1]) \
* self.high_card_factor
# Favour low cards if trumped
if max_trump_played > 0:
card_viability[i] -= card_nums[i] / 7 * (
card_suits[i] != self.table_status['trump suit'])
# Favour low cards if cannot higher
if max(card_nums) < max_played_num:
card_viability[i] += 1 / card_nums[i]
# Favour low trump cards which wins if trumping is possible
if card_suits[i] == self.table_status['trump suit'] and\
card_nums[i] > max_trump_played:
card_viability[
i] += 1 / card_nums[i] * self.trumping_factor
if self.table_status["partner reveal"]:
# Not implemented as original
pass
best_viability = max(card_viability)
best_cards = [
play for viability, play in zip(card_viability, card_values)
if viability == best_viability
]
return random.choice(best_cards)