def main():
num_examples = 0
num_poss = 0
for i in range(10):
for state in sample_game_states:
playerlist = [
RandomPlayer(),
RandomPlayer(),
RandomPlayer(),
RandomPlayer()
]
game = Game(players=playerlist, game_state=state)
while not game.finished():
if len(game.trick_game.tricks) < 7:
if game.trick_game.current_trick.num_cards != 0:
current_player = game.trick_game.get_current_player()
options = game.trick_game.possible_cards(
game.trick_game.current_trick,
current_player.get_hand())
num_poss += len(options)
num_examples += 1
game.trick_game.play_next_card()
game.trick_game.trick_finished()
print('Average number of legal cards to play after {} situations is : {}'.
format(num_examples, num_poss / num_examples))
def sample_game_state(self, public_info):
# sample opponent hands
if public_info["current_trick"] is None:
current_trick = Trick(
leading_player_index=public_info["leading_player_index"])
else:
current_trick = public_info["current_trick"]
player_hands = sample_opponent_hands(
tricks=public_info["tricks"],
current_trick=current_trick,
trumpcards=public_info["trumpcards"],
playerindex=public_info["current_player_index"],
player_hand=self.hand)
# recreate possible mode proposals from public info
mode_proposals = sample_mode_proposals(public_info)
# add player_hands and possible actions to game state
game_state = deepcopy(public_info)
game_state["mode_proposals"] = mode_proposals
game_state["player_hands"] = player_hands
game = Game(game_state=game_state,
players=[
RandomPlayer(),
RandomPlayer(),
RandomPlayer(),
RandomPlayer()
])
game_state["possible_actions"] = game.get_possible_actions()
return game_state
def play_standardized_tournament(playerlist):
total_rewards = [0, 0, 0, 0]
with open('game_states_before_bidding.p', 'rb') as f:
for game_num in range(1, 101):
print('------- Starting game {} ------'.format(game_num))
gamestate = pickle.load(f)
# play each game four times, in a way that each player had every hand once
for i in range(4):
print('Round ', i)
permuted_playerlist = playerlist[i:4] + playerlist[:i]
game = Game(players=permuted_playerlist, game_state=gamestate)
game.play()
payouts = game.get_payouts()
print('Game mode : ', game.bidding_game.game_mode)
print('Offensive players : ',
[(pl - i) % 4
for pl in game.bidding_game.offensive_players])
print('Payouts : ', [payouts[(pl - i) % 4] for pl in range(4)])
for j in range(4):
total_rewards[j] += payouts[(j - i) % 4]
print('\n Final Results : ', total_rewards)
def choose_card(self, card, *args):
# update current game state
self.playerlist[self.human_player_index].favorite_cards = [card]
game = Game(players=self.playerlist,
game_state=self.current_game_state)
game.next_action()
self.current_game_state = game.get_game_state()
# display image
widget_id = 'player{}_card'.format(self.human_player_index)
file_path = self.get_filepath(card)
self.add_widget_to_display_by_id(widget_id)
self.ids[widget_id].source = file_path
# remove all callbacks
for btn in self.ids['player_hand'].children:
self.clear_callbacks(btn)
# remove played card widget
self.remove_card_from_display(card)
if game.trick_game.current_trick.num_cards == 0:
self.finish_trick()
else:
self.play_next_card()
def get_new_state(self, game_state, action):
playerlist = [DummyPlayer(favorite_mode=action, favorite_cards=[action]),
DummyPlayer(favorite_mode=action, favorite_cards=[action]),
DummyPlayer(favorite_mode=action, favorite_cards=[action]),
DummyPlayer(favorite_mode=action, favorite_cards=[action])]
game = Game(game_state=deepcopy(game_state), players=playerlist)
game.next_action()
return game.get_game_state()
def example_public_info():
game_state = sample_game_states[0]
players = [
DummyPlayer(favorite_cards=[(OBER, HEARTS), (TEN, BELLS)]),
DummyPlayer(favorite_cards=[(OBER, ACORNS), (KING, BELLS)]),
DummyPlayer(favorite_cards=[(SEVEN, HEARTS), (ACE, BELLS)]),
DummyPlayer(favorite_cards=[(ACE, HEARTS), (EIGHT, BELLS)])
]
game = Game(players=players, game_state=game_state)
for _ in range(8):
game.next_action()
return game.get_public_info()
def make_first_opponent_proposal(self, curr_pl, *args):
# play one action
game = Game(players=self.playerlist,
game_state=self.current_game_state)
game.next_action()
self.current_game_state = game.get_game_state()
# set proposal text in screen
last_proposal = self.current_game_state['mode_proposals'][-1]
label_id = 'player{}_proposal'.format(curr_pl)
if last_proposal[0] == NO_GAME:
self.set_proposition_text(label_id, 'Weiter')
else:
self.set_proposition_text(label_id, 'I dad spuin!')
def start_bidding(self):
curr_pl = self.current_game_state['current_player_index']
while curr_pl != self.human_player_index:
self.make_first_opponent_proposal(curr_pl)
curr_pl = self.current_game_state['current_player_index']
# set callbacks for legal actions
game = Game(players=self.playerlist,
game_state=self.current_game_state)
legal_actions = game.get_possible_actions()
for action in legal_actions:
action_id = BIDDING_IDS[action]
btn = self.ids[action_id]
self.set_callback(btn=btn,
callback=partial(self.make_first_proposal,
action))
def main():
game = Game(game_state=game_state_after_bidding, players=playerlist)
public_info = game.get_public_info()
curr_player = game.trick_game.get_current_player()
start_time = time.time()
print('Start !')
actions = curr_player.isuct_search(public_info=public_info)
end_time = time.time()
print("possible actions : ", game.get_possible_actions())
print("Best action", actions)
print("Simulation took {} seconds".format(end_time - start_time))
def make_first_proposal(self, proposal, *args):
self.playerlist[self.human_player_index].favorite_mode = proposal
# update game_state
game = Game(players=self.playerlist,
game_state=self.current_game_state)
game.next_action()
self.current_game_state = game.get_game_state()
# update screen
label_id = 'player{}_proposal'.format(self.human_player_index)
if proposal[0] == NO_GAME:
self.set_proposition_text(label_id, 'Weiter')
else:
self.set_proposition_text(label_id, 'I dad spuin!')
# remove bindings
for btn in self.ids['mode_buttons'].children:
self.clear_callbacks(btn)
self.finish_first_proposals()
def continue_bidding(self, *args):
curr_pl = self.current_game_state['current_player_index']
game = Game(players=self.playerlist,
game_state=self.current_game_state)
if curr_pl == self.human_player_index:
# set callbacks for legal actions
legal_actions = game.get_possible_actions()
for action in legal_actions:
action_id = BIDDING_IDS[action]
btn = self.ids[action_id]
self.set_callback(btn=btn,
callback=partial(self.make_second_proposal,
action))
else:
curr_pl = game.get_current_player()
game.next_action()
self.current_game_state = game.get_game_state()
label_id = 'player{}_proposal'.format(curr_pl)
# update proposal text
last_proposal = self.current_game_state['mode_proposals'][-1]
if last_proposal[0] == NO_GAME:
self.set_proposition_text(label_id, 'Weiter')
elif last_proposal[0] == PARTNER_MODE:
self.set_proposition_text(label_id, 'I hätt a Saupiel!')
elif last_proposal[0] == WENZ:
self.set_proposition_text(label_id, 'I hätt an Wenz')
elif last_proposal[0] == SOLO:
self.set_proposition_text(label_id, 'I hätt a Solo!')
if game.bidding_game.finished():
self.prepare_trick_play()
else:
self.continue_bidding()
def finish_first_proposals(self):
while len(self.current_game_state['mode_proposals']) < 4:
curr_pl = self.current_game_state['current_player_index']
self.make_first_opponent_proposal(curr_pl)
game = Game(players=playerlist, game_state=self.current_game_state)
if game.bidding_game.finished():
self.prepare_trick_play()
else:
self.continue_bidding()
def main():
tournament_game_states = schafkopf.tournaments.game_states_trick_play.sample_game_states[:
40]
total_scores = [0, 0, 0, 0]
for num in range(len(tournament_game_states)):
start_time = time.time()
game_state = tournament_game_states[num]
game = Game(game_state=game_state, players=playerlist)
game.play()
rewards = game.get_payouts()
for i in range(4):
total_scores[i] += rewards[i]
end_time = time.time()
print("Game {} took {} seconds".format(num + 1, end_time - start_time))
print("Rewards : ", rewards)
print("Final scores : ", total_scores)
def finish_game(self, *args):
# calculate winners, rewards etc.
game = Game(players=self.playerlist,
game_state=self.current_game_state)
game_mode = self.current_game_state['game_mode']
if game_mode[0] != NO_GAME:
game_mode_str = GAME_MODE_TEXTS[game_mode]
final_score = game.score_offensive_players()
rewards = game.get_payouts()
winners = game.determine_winners()
# display results on result screen
result_screen = self.manager.get_screen('result_screen')
if final_score > 60:
result_screen.ids[
'winners'].text = '{} gewonnen von {} mit {} Punkten'.format(
game_mode_str, winners, final_score)
else:
result_screen.ids[
'winners'].text = '{} gewonnen von {} mit {} Punkten'.format(
game_mode_str, winners, final_score)
result_screen.ids['rewards'].text = 'Auszahlung : ' + format(
rewards)
self.manager.current = 'result_screen'
else:
game_mode_str = GAME_MODE_TEXTS[game_mode]
rewards = game.get_payouts()
# display results on result screen
result_screen = self.manager.get_screen('result_screen')
result_screen.ids['winners'].text = 'Zamgschmissen'
result_screen.ids['rewards'].text = 'Auszahlung : ' + format(
rewards)
self.manager.current = 'result_screen'
def simulation(self, selected_node):
if self.simulation_player_list is None:
playerlist = [RandomPlayer(), RandomPlayer(), RandomPlayer(), RandomPlayer()]
# if bidding isn't over and >= 2 proposals are made, in simulation uct_player should stick with his proposal
game = Game(players=playerlist, game_state=selected_node.game_state)
if not game.bidding_game.finished():
player_pos = self.get_player_position(selected_node.game_state)
favorite_mode = selected_node.game_state['mode_proposals'][(player_pos - game.leading_player_index) % 4]
playerlist[player_pos] = DummyPlayer(favorite_mode=favorite_mode)
else:
playerlist = self.simulation_player_list
# in case the game mode is not yet publicly declared (in bidding phase), take a random suit
sim_game_state = deepcopy(selected_node.game_state)
game_type = sim_game_state['game_mode'][0]
game_suit = sim_game_state['game_mode'][1]
if game_type == PARTNER_MODE and game_suit is None:
ran_suit = random.choice([BELLS, ACORNS, LEAVES])
sim_game_state['game_mode'] = (game_type, ran_suit)
# if game_type is not known yet, but at least two proposals are made:
elif game_type > PARTNER_MODE and len(sim_game_state['mode_proposals']) <= 4 \
and sim_game_state['declaring_player'] != sim_game_state['current_player_index']:
sim_game_state['game_mode'] = random.choice([(WENZ, None), (SOLO, ACORNS), (SOLO, HEARTS),
(SOLO, BELLS), (SOLO, LEAVES)])
game_simulation = Game(players=playerlist, game_state=deepcopy(sim_game_state))
game_simulation.play()
rewards = game_simulation.get_payouts()
return rewards
def make_second_proposal(self, proposal, *args):
self.playerlist[self.human_player_index].favorite_mode = proposal
# update game_state
game = Game(players=self.playerlist,
game_state=self.current_game_state)
game.next_action()
self.current_game_state = game.get_game_state()
# update screen
label_id = 'player{}_proposal'.format(self.human_player_index)
if proposal[0] == NO_GAME:
self.set_proposition_text(label_id, 'Weiter')
elif proposal[0] == PARTNER_MODE:
self.set_proposition_text(label_id, 'I hätt a Sauspiel!')
elif proposal[0] == WENZ:
self.set_proposition_text(label_id, 'I hätt an Wenz!')
elif proposal[0] == SOLO:
self.set_proposition_text(label_id, 'I hätt a Solo!')
# remove bindings
for btn in self.ids['mode_buttons'].children:
self.clear_callbacks(btn)
self.continue_bidding()
def play_next_card(self, *args):
game = Game(players=self.playerlist,
game_state=self.current_game_state)
if not game.finished():
curr_pl = game.get_current_player()
if curr_pl == self.human_player_index:
# set callbacks for legal actions
legal_actions = game.get_possible_actions()
for card in legal_actions:
# determine which button corresponds to this card
widget_ids = ['card_{}'.format(i) for i in range(1, 9)]
for widget_id in widget_ids:
btn = self.ids[widget_id]
if btn.text == str(card):
break
assert btn
self.set_callback(btn=btn,
callback=partial(self.choose_card, card))
else:
# play opponent game, update current game state
game.next_action()
self.current_game_state = game.get_game_state()
# display image
widget_id = 'player{}_card'.format(curr_pl)
if game.trick_game.current_trick.num_cards != 0:
card = self.current_game_state['current_trick'].cards[
curr_pl]
else:
card = self.current_game_state['tricks'][-1].cards[curr_pl]
file_path = self.get_filepath(card)
self.add_widget_to_display_by_id(widget_id)
self.ids[widget_id].source = file_path
if game.trick_game.current_trick.num_cards == 0:
self.finish_trick()
else:
self.play_next_card()
else:
self.finish_game()
def prepare_new_game(self):
player_hands = self.deal_cards()
game_state = {
"player_hands":
player_hands,
"leading_player_index":
self.leading_player_index,
"mode_proposals": [],
"game_mode": (NO_GAME, None),
"declaring_player":
None,
"tricks": [],
"current_trick":
None,
"possible_actions": [(NO_GAME, None), (WENZ, None)] +
[(PARTNER_MODE, suit)
for suit in [ACORNS, LEAVES, BELLS]] + [(SOLO, suit)
for suit in SUITS]
}
return Game(players=self.playerlist, game_state=game_state)
def solo_game(solo_player_list, game_state_solo):
return Game(players=solo_player_list, game_state=game_state_solo)
def wenz_game(wenz_player_list, game_state_wenz):
return Game(players=wenz_player_list, game_state=game_state_wenz)
def partner_game(partner_player_list, game_state_partner):
return Game(players=partner_player_list, game_state=game_state_partner)
def test_playing(game_state_after_bidding, uct_playerlist):
game = Game(game_state=game_state_after_bidding, players=uct_playerlist)