def test_tictactoe_play_verbose():
gm = GameMaster(lookup.by_name("ticTacToe"), verbose=True)
# add two python players
gm.add_player(get.get_player("pyrandom"), "xplayer")
gm.add_player(get.get_player("pylegal"), "oplayer")
gm.start(meta_time=10, move_time=5)
gm.play_to_end()
# check scores/depth make some sense
assert sum(gm.scores.values()) == 100
assert 5 <= gm.get_game_depth() <= 9
def test_tictactoe_play_test_db_lookup():
game_gdl_str = get_gdl_for_game("ticTacToe", dict(mark="kram",
noop="notamove",
cell="bell",
oplayer="doobie"))
gm = GameMaster(game_gdl_str)
# add two python players
gm.add_player(get.get_player("pyrandom"), "xplayer")
gm.add_player(get.get_player("pylegal"), "oplayer")
gm.start(meta_time=10, move_time=5)
gm.play_to_end()
# check scores/depth make some sense
assert sum(gm.scores.values()) == 100
assert 5 <= gm.get_game_depth() <= 9
def test_play():
if skip_slow:
py.test.skip("too slow")
from ggplib.player.gamemaster import GameMaster
game_info = lookup.by_name("draughts_killer_10x10")
gm = GameMaster(game_info, verbose=False)
# add two python players
gm.add_player(create_player(), "white")
gm.add_player(create_player(), "black")
gm.start(meta_time=2, move_time=2)
gm.play_to_end()
# check scores/depth make some sense
print gm.scores
def test_speed():
gm = GameMaster(get_gdl_for_game("reversi"))
# add two python players
a = get.get_player("simplemcts")
a.skip_single_moves = True
a.max_tree_playout_iterations = 200
b = get.get_player("simplemcts")
b.skip_single_moves = True
b.max_tree_playout_iterations = 200
gm.add_player(a, "red")
gm.add_player(b, "black")
import time
gm.start(meta_time=10, move_time=5)
s = time.time()
gm.play_to_end()
print "DONE", time.time() - s
def test_breakthrough():
gm = GameMaster(get_gdl_for_game("breakthrough"))
# add two players
pymcs = get.get_player("pymcs")
pymcs.max_run_time = 0.25
gurgeh = GurgehPlayer("Gurgeh")
gurgeh.max_tree_search_time = 1
gurgeh.max_tree_search_time = 1
gurgeh.thread_workers = 2
gm.add_player(pymcs, "white")
gm.add_player(gurgeh, "black")
gm.start(meta_time=30, move_time=15)
gm.play_to_end()
print "white_score", pymcs.name, gm.get_score("white")
print "black_score", gurgeh.name, gm.get_score("black")
def play_game(generation_name, num_previous_states):
game = "breakthrough"
# ensure we have a network
man = get_manager()
generation_descr = templates.default_generation_desc(game,
multiple_policy_heads=True,
num_previous_states=num_previous_states)
nn = man.create_new_network(game, "tiny", generation_descr)
man.save_network(nn, generation_name)
nn.summary()
conf = templates.puct_config_template(generation_name, "compete")
gm = GameMaster(get_gdl_for_game(game))
gm.add_player(CppPUCTPlayer(conf=conf), "white")
gm.add_player(get.get_player("random"), "black")
gm.start(meta_time=30, move_time=15)
gm.play_to_end()
def test_fast_plays():
''' very fast rollouts, basically this config of puct player is a policy player '''
gm = GameMaster(get_gdl_for_game("breakthrough"))
import attr
conf = confs.PUCTPlayerConfig(**attr.asdict(default_puct_config))
conf.verbose = False
# just checking that we haven't modified default
assert not conf.verbose and default_puct_config.verbose
conf.playouts_per_iteration = 1
conf.playouts_per_iteration_noop = 0
conf.dirichlet_noise_alpha = -1
print conf
# add two players
white = PUCTPlayer(conf=conf)
black = PUCTPlayer(conf=conf)
gm.add_player(white, "white")
gm.add_player(black, "black")
acc_black_score = 0
acc_red_score = 0
s = time.time()
for _ in range(ITERATIONS):
gm.start(meta_time=30, move_time=15)
gm.play_to_end()
acc_black_score += gm.scores["black"]
acc_red_score += gm.scores["white"]
print gm.get_game_depth()
print "time taken", time.time() - s
print "white_score", gm.players_map["white"].name, acc_red_score
print "black_score", gm.players_map["black"].name, acc_black_score
def test_puct_tournament():
gm = GameMaster(get_gdl_for_game("breakthrough"))
# add two players
pymcs = get.get_player("pymcs")
pymcs.max_run_time = 0.1
black = PUCTPlayer(conf=default_puct_config)
gm.add_player(pymcs, "white")
gm.add_player(black, "black")
acc_black_score = 0
acc_red_score = 0
for _ in range(ITERATIONS):
gm.start(meta_time=30, move_time=15)
gm.play_to_end()
acc_black_score += gm.scores["black"]
acc_red_score += gm.scores["white"]
print "white_score", gm.players_map["white"].name, acc_red_score
print "black_score", gm.players_map["black"].name, acc_black_score
def test_breakthrough():
' mcs player vs ggtest1 '
gm = GameMaster(get_gdl_for_game("breakthrough"))
# add two players
white = get.get_player("pymcs")
white.max_run_time = 0.25
black = get.get_player("simplemcts")
black.skip_single_moves = True
gm.add_player(white, "white")
gm.add_player(black, "black")
gm.start(meta_time=30, move_time=2.0)
gm.play_to_end()
# hopefully simplemcts wins! Not a great test.
assert gm.scores["white"] == 0
assert gm.scores["black"] == 100
# check scores/depth make some sense
assert sum(gm.scores.values()) == 100
assert gm.get_game_depth() >= 10