def test_hand_vector_v2(self):
players = [
LearningPlayer_v2(name='random',
estimation_mode=LearningPlayer.ACTUAL_Q)
for _ in range(3)
]
game = LandlordGame(players=players)
hands = {
TurnPosition.FIRST: [Card.ACE] * 4,
TurnPosition.SECOND: [Card.TEN] * 3 + [Card.THREE],
TurnPosition.THIRD: [Card.FIVE] * 3 + [Card.THREE] + [Card.FOUR]
}
game._betting_complete = True
game.force_setup(TurnPosition.SECOND, hands, 3)
best_move = SpecificMove(RankedMoveType(MoveType.TRIPLE_SINGLE_KICKER,
Card.TEN),
cards=Counter({
Card.TEN: 3,
Card.THREE: 1
}))
move_vector = players[1].compute_move_vector(
TurnPosition.SECOND, game.get_landlord_position(), best_move)
remaining_hand_vector = players[1].compute_remaining_hand_vector(
game, move_vector, TurnPosition.SECOND)[:-3]
self.assertEqual(np.sum(remaining_hand_vector), 0)
def test_player_game(self):
players = [
LearningPlayer(name='random',
estimation_mode=LearningPlayer.ACTUAL_Q)
] * 3
game = LandlordGame(players=players)
hands = {
TurnPosition.FIRST: [Card.ACE] * 4 + [Card.KING] * 4 +
[Card.QUEEN] * 4 + [Card.JACK] * 4 + [Card.THREE],
TurnPosition.SECOND: [Card.TEN] * 4 + [Card.NINE] * 4 +
[Card.EIGHT] * 4 + [Card.SEVEN] * 4 + [Card.THREE],
TurnPosition.THIRD: [Card.FIVE] * 4 + [Card.FOUR] * 4 +
[Card.SIX] * 4 + [Card.TWO] * 4 + [Card.THREE] * 2 +
[Card.LITTLE_JOKER] + [Card.BIG_JOKER]
}
game._betting_complete = True
game.force_setup(TurnPosition.THIRD, hands, 3)
game.main_game()
players[0].compute_future_q(game)
self.assertTrue(np.sum(np.abs(game.get_scores())) > 0)
# game is over
self.assertTrue(np.abs(players[0]._record_future_q[-1]) > 0.5)
features = players[0]._derive_features(game)
self.assertTrue(
np.sum(features[:, players[0].get_feature_index('I_AM_LANDLORD')])
!= 0)
# it is possible this guy never plays, eventually
self.assertTrue(
np.sum(features[:, players[0].
get_feature_index('I_AM_BEFORE_LANDLORD')]) != 0)
def test_setup(self):
players = [LearningPlayer('v1', None)] * 3
game = LandlordGame(players=players)
hands = {
TurnPosition.FIRST: [Card.ACE] * 4 + [Card.KING] * 4 +
[Card.QUEEN] * 4 + [Card.JACK] * 4 + [Card.THREE],
TurnPosition.SECOND: [Card.TEN] * 4 + [Card.NINE] * 4 +
[Card.EIGHT] * 4 + [Card.SEVEN] * 4 + [Card.THREE],
TurnPosition.THIRD: [Card.FIVE] * 4 + [Card.FOUR] * 4 +
[Card.SIX] * 4 + [Card.TWO] * 4 + [Card.THREE] * 2 +
[Card.LITTLE_JOKER] + [Card.BIG_JOKER]
}
game._betting_complete = True
game.force_setup(TurnPosition.THIRD, hands, 2)
self.assertTrue(game.get_current_position() == TurnPosition.THIRD)
game.play_move(None)
self.assertTrue(
game.get_current_position() == TurnPosition.THIRD.next())
self.assertTrue(len(game.get_move_logs()) == 1)
self.assertTrue(game.get_move_logs()[0][1] is None)
game.play_move(
SpecificMove(RankedMoveType(MoveType.BOMB, Card.KING),
cards=Counter({Card.KING: 4})))
self.assertTrue(game.get_current_position() == TurnPosition.SECOND)
feature_matrix = players[1]._derive_features(game)
self.assertTrue(feature_matrix[0][-6] == 1)
self.assertTrue(feature_matrix[0][-2] == 1)
self.assertTrue(feature_matrix[1][10] == 4)
self.assertTrue(np.sum(feature_matrix) == 7)
def test_endgame_scenario(self):
players = [LearningPlayer('v1')] * 3
game = LandlordGame(players=players)
hands = {
TurnPosition.FIRST: [Card.ACE] * 1,
TurnPosition.SECOND: [Card.TEN] * 1,
TurnPosition.THIRD: [Card.JACK, Card.QUEEN]
}
game._betting_complete = True
game.force_setup(TurnPosition.THIRD, hands, 2)
game.main_game()
self.assertTrue(TurnPosition.FIRST in game.get_winners())
self.assertTrue(len(game.get_move_logs()) == 2)
def test_landlord_bombing(self):
players = [LearningPlayer('v1')] * 3
game = LandlordGame(players=players)
hands = {
TurnPosition.FIRST: [Card.ACE] * 4 + [Card.THREE],
TurnPosition.SECOND: [Card.TEN] * 4 + [Card.THREE],
TurnPosition.THIRD: [Card.FIVE] * 4 + [Card.THREE]
}
game._betting_complete = True
game.force_setup(TurnPosition.THIRD, hands, 2)
game.play_move(
SpecificMove(RankedMoveType(MoveType.BOMB, Card.FIVE),
Counter({Card.FIVE: 4})))
self.assertTrue(game._bet_amount == 4)
def test_llord_winning(self):
players = [LearningPlayer(name='random')] * 3
game = LandlordGame(players=players)
hands = {
TurnPosition.FIRST: [Card.ACE] * 4 + [Card.KING] * 4 +
[Card.QUEEN] * 4 + [Card.JACK] * 4 + [Card.THREE],
TurnPosition.SECOND: [Card.TEN] * 4 + [Card.NINE] * 4 +
[Card.EIGHT] * 4 + [Card.SEVEN] * 4 + [Card.THREE],
TurnPosition.THIRD: [Card.FIVE] * 4
}
game._betting_complete = True
game.force_setup(TurnPosition.THIRD, hands, 3)
game.main_game()
self.assertTrue(TurnPosition.THIRD in game.get_winners())
self.assertTrue(len(game.get_move_logs()) == 1)
def test_landlord_game_ending(self):
players = [LearningPlayer('v1')] * 3
game = LandlordGame(players=players)
hands = {
TurnPosition.FIRST: [Card.ACE] * 4,
TurnPosition.SECOND: [Card.TEN] * 4,
TurnPosition.THIRD: [Card.FIVE] * 4
}
game._betting_complete = True
game.force_setup(TurnPosition.THIRD, hands, 2)
self.assertTrue(
game.move_ends_game(
SpecificMove(RankedMoveType(MoveType.BOMB, Card.FIVE),
Counter({Card.FIVE: 4}))))
self.assertFalse(
game.move_ends_game(
SpecificMove(RankedMoveType(MoveType.BOMB, Card.TEN),
Counter({Card.TEN: 4}))))
def test_sweep(self):
players = [LearningPlayer('v1')] * 3
game = LandlordGame(players=players)
hands = {
TurnPosition.FIRST: [Card.ACE] * LandlordGame.DEAL_SIZE,
TurnPosition.SECOND: [Card.TEN] * LandlordGame.DEAL_SIZE,
TurnPosition.THIRD: [Card.FIVE] * 4
}
game._betting_complete = True
game.force_setup(TurnPosition.THIRD, hands, 2)
game.play_move(
SpecificMove(RankedMoveType(MoveType.BOMB, Card.FIVE),
Counter({Card.FIVE: 4})))
self.assertTrue(game.peasants_have_no_plays())
self.assertTrue(game.get_scores()[TurnPosition.THIRD] == 2 * 2 * 2 *
LandlordGame.SWEEP_MULTIPLIER)
self.assertEqual(game.get_r(), 24)
self.assertEqual(game.get_winbased_r(), 1)
def test_player_move(self):
players = [LearningPlayer(name='random')] * 3
game = LandlordGame(players=players)
hands = {
TurnPosition.FIRST: [Card.ACE] * 4 + [Card.KING] * 4 +
[Card.QUEEN] * 4 + [Card.JACK] * 4 + [Card.THREE],
TurnPosition.SECOND: [Card.TEN] * 4 + [Card.NINE] * 4 +
[Card.EIGHT] * 4 + [Card.SEVEN] * 4 + [Card.THREE],
TurnPosition.THIRD: [Card.FIVE] * 4 + [Card.FOUR] * 4 +
[Card.SIX] * 4 + [Card.TWO] * 4 + [Card.THREE] * 2 +
[Card.LITTLE_JOKER] + [Card.BIG_JOKER]
}
game._betting_complete = True
game.force_setup(TurnPosition.THIRD, hands, 3)
game2 = copy(game)
game.play_move(
SpecificMove(RankedMoveType(MoveType.BOMB, Card.FIVE),
Counter({Card.FIVE: 4})))
self.assertNotEqual(game2.get_hand(TurnPosition.THIRD),
game.get_hand(TurnPosition.THIRD))
def test_peasant_winning(self):
players = [LearningPlayer(name='random')] * 3
game = LandlordGame(players=players)
hands = {
TurnPosition.FIRST: [Card.ACE] * 4,
TurnPosition.SECOND: [Card.TEN] + [Card.THREE],
TurnPosition.THIRD: [Card.FIVE] * 3 + [Card.THREE] + [Card.FOUR]
}
game._betting_complete = True
game.force_setup(TurnPosition.THIRD, hands, 3)
hand_vector = players[0].get_hand_vector(game, TurnPosition.FIRST)
self.assertTrue(hand_vector[11] == 4)
self.assertTrue(hand_vector[-2] == 2)
self.assertTrue(hand_vector[-3] == 5)
self.assertTrue(hand_vector[-1] == 4)
# self.assertTrue(np.sum(hand_vector) == 4)
game.main_game()
self.assertTrue(TurnPosition.THIRD not in game.get_winners())
self.assertTrue(TurnPosition.SECOND in game.get_winners())
self.assertTrue(TurnPosition.FIRST in game.get_winners())
self.assertTrue(len(game.get_move_logs()) == 2)