def get_game_state(
self, player: Player.Player, cards_to_draw: int = 0,
) -> Tuple[
List[List[float]],
List[int],
List[List[float]],
List[int],
List[List[float]],
List[float],
]:
opponent_states: List[List[float]] = []
for opponent in players_around(self.players, player, inclusive=False):
opponent_states.append(
[
float(len(opponent.deck)) / 40,
float(len(opponent.discard)) / 40,
float(len(opponent.hand)) / 5,
float(opponent.calcpoints()) / 30,
float(opponent.our_turn),
]
)
hand_state: List[List[float]] = []
hand_one_hot: List[int] = []
for card in player.hand:
hand_state.append(self.get_card_features(card.name, player))
hand_one_hot.append(Card.CardIndexMap[card.name])
kingdom_state: List[List[float]] = []
kingdom_one_hot: List[int] = []
for card_name in self.supply:
kingdom_state.append(self.get_card_features(card_name, player))
kingdom_one_hot.append(Card.CardIndexMap[card_name])
game_state = [
float(player.actions),
float(player.buys),
float(self.turns) / 20,
float(cards_to_draw) / 5,
float(player.purse) / 8,
float(player.our_turn),
float(len(player.deck)) / 40,
float(len(player.discard)) / 40,
float(len(player.hand)) / 5,
float(player.calcpoints()) / 30,
]
return (
hand_state,
hand_one_hot,
kingdom_state,
kingdom_one_hot,
opponent_states,
game_state,
)
def play(
self,
this_player: Player.Player,
game: Game.Game,
network: DominionNetwork,
mock: bool,
) -> int:
for player in players_around(game.players,
this_player,
inclusive=False):
player.draw()
return 0
def ongain(
self,
this_player: Player.Player,
game: Game.Game,
network: DominionNetwork,
mock: bool,
):
for player in players_around(game.players,
this_player,
inclusive=False):
if len(game.supply["Curse"]) > 0:
player.discard.append(game.supply["Curse"].pop())
def play(
self,
this_player: Player.Player,
game: Game.Game,
network: DominionNetwork,
mock: bool,
) -> int:
for player in players_around(game.players,
this_player,
inclusive=False):
if len(game.supply["Curse"]) > 0:
if not mock:
for c in player.hand:
if c.react(player, game, network, mock):
break
else:
player.discard.append(game.supply["Curse"].pop())
return 0
def play(
self,
this_player: Player.Player,
game: Game.Game,
network: DominionNetwork,
mock: bool,
) -> int:
for player in players_around(game.players,
this_player,
inclusive=False):
has_moat = False
if len(player.hand) > 3:
for c in player.hand:
if c.react(player, game, network, mock) or mock:
has_moat = True
break
else:
player.show(lead="\n\n")
while len(player.hand) > 3:
dis_card = player.choose_discard(
player.name +
", choose a card from your hand to discard: ",
game,
network,
mock=mock,
)
print("Discard " + dis_card)
if dis_card:
c = getcard(dis_card, game.supply, player.hand,
"your hand")
if c:
player.hand.remove(c)
c.ondiscard(player, game, network, mock)
player.discard.append(c)
else:
raise ValueError()
if (not mock) and (len(player.hand) > 3) and (not has_moat):
raise ValueError()
return 0
def play(
self,
this_player: Player.Player,
game: Game.Game,
network: DominionNetwork,
mock: bool,
) -> int:
for player in players_around(game.players, this_player,
inclusive=True):
for c in player.hand:
if c.react(player, game, network, mock) or mock:
break
else:
player.draw(player.hold)
if len(player.hold) != 1:
continue
else:
this_player.hprint("The first card in the deck of " +
player.name + " is " +
player.hold[0].name)
if this_player.yesnoinput(
this_player.name + ", do you want " + player.name +
" to discard this?",
game,
network,
", discard",
", keep",
applyto=player,
callbacks={
True: Spy.yes_callback,
False: Spy.no_callback
},
mock=mock,
):
Spy.yes_callback(player, game, network, mock)
else:
Spy.no_callback(player, game, network, mock)
return 0
def play(
self,
this_player: Player.Player,
game: Game.Game,
network: DominionNetwork,
mock: bool,
) -> int:
if len(game.supply["Silver"]) > 0:
this_player.deck.insert(0, game.supply["Silver"].pop())
for player in players_around(game.players,
this_player,
inclusive=False):
for c in player.hand:
if c.react(player, game, network, mock) or mock:
break
else:
if "victory" in catinlist(player.hand):
putback = player.choose_discard(
player.name + ", which victory card" +
" do you want to put on top of your deck?\n--> ",
game,
network,
constraint="victory",
ondeck=True,
mock=mock,
)
c = getcard(putback, game.supply, player.hand, "your hand",
["victory"])
if c:
player.hand.remove(c)
player.deck.insert(0, c)
else:
raise ValueError()
else:
player.show(lead="\n\n")
return 0
def play(
self,
this_player: Player.Player,
game: Game.Game,
network: DominionNetwork,
mock: bool,
) -> int:
if not mock:
for player in players_around(game.players,
this_player,
inclusive=False):
has_reaction = False
for c in player.hand:
if c.react(player, game, network, mock) or mock:
has_reaction = True
if not has_reaction:
for i in range(2):
player.draw(player.hold)
coin_idx = []
for idx, card in enumerate(player.hold):
if "coin" in card.categories:
coin_idx.append(idx)
else:
player.hold.remove(card)
player.discard.append(card)
# TODO: Make this a model decision
if len(coin_idx) == 2:
if this_player.yesnoinput(
"Would you like to trash the other card?",
game,
network,
mock=mock,
):
c = player.hold[coin_idx[0]]
player.hold.remove(c)
player.discard.append(c)
else:
c = player.hold[coin_idx[1]]
player.hold.remove(c)
player.discard.append(c)
this_player.hold.append(player.hold.pop())
if this_player.yesnoinput(
"Do you want to steal it?",
game,
network,
", it's mine!",
", leave it in the trash.",
callbacks={
True: Thief.yes_callback,
False: Thief.no_callback
},
mock=mock,
):
Thief.yes_callback(this_player, game, network, mock)
else:
Thief.no_callback(this_player, game, network, mock)
player.discard = player.discard + player.hold
player.hold = []
return 0
def get_card_features(self, card_name: str, player: Player.Player,) -> List[float]:
card = Card.CardNameMap[card_name]
cost = float(card.cost) / 8
vpoints = float(card.get_points(player)) / 6
is_victory = float("victory" in card.categories)
is_action = float("action" in card.categories)
is_coin = float("coin" in card.categories)
is_attack = float("attack" in card.categories)
is_reaction = float("reaction" in card.categories)
is_duration = float("duration" in card.categories)
supply_left = float(len(self.supply[card_name])) / 10
player_deck_count = float(Game.count_cards_in_pile(card_name, player.deck)) / 10
player_discard_count = (
float(Game.count_cards_in_pile(card_name, player.discard)) / 10
)
opponent_discards = [0.0, 0.0, 0.0]
opponent_decks = [0.0, 0.0, 0.0]
for idx, opponent in enumerate(
players_around(self.players, player, inclusive=False)
):
opponent_discards[idx] = (
float(Game.count_cards_in_pile(card_name, opponent.discard)) / 10
)
opponent_decks[idx] = (
float(Game.count_cards_in_pile(card_name, opponent.stack())) / 10
)
player_hand_count = float(Game.count_cards_in_pile(card_name, player.hand)) / 10
trash_count = float(Game.count_cards_in_pile(card_name, self.trash)) / 10
return [
cost,
vpoints,
is_victory,
is_action,
is_coin,
is_attack,
is_reaction,
is_duration,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
supply_left,
player_deck_count,
player_discard_count,
player_hand_count,
opponent_discards[0],
opponent_discards[1],
opponent_discards[2],
opponent_decks[0],
opponent_decks[1],
opponent_decks[2],
trash_count,
]