async def test_games_fully_seated(self, guild: Guild, channel: Channel):
started_game = GameFactory.create(guild=guild, channel=channel)
pending_game = GameFactory.create(guild=guild, channel=channel)
for _ in range(started_game.seats):
UserFactory.create(game=started_game)
UserFactory.create(game=pending_game)
games = GamesService()
await games.select(started_game.id)
assert await games.fully_seated()
await games.select(pending_game.id)
assert not await games.fully_seated()
async def test_games_select_by_message_xid(self, guild: Guild,
channel: Channel):
game = GameFactory.create(guild=guild, channel=channel)
games = GamesService()
assert await games.select_by_message_xid(game.message_xid)
assert not await games.select_by_message_xid(404)
async def test_lfg_with_friend_when_game_wrong_format(
self, guild: Guild, channel: Channel):
user1 = UserFactory.create(xid=101)
user2 = UserFactory.create(xid=102)
user3 = UserFactory.create(xid=103)
bad_game = GameFactory.create(
seats=4,
channel=channel,
guild=guild,
format=GameFormat.TWO_HEADED_GIANT.value,
)
games = GamesService()
new = await games.upsert(
guild_xid=guild.xid,
channel_xid=channel.xid,
author_xid=user1.xid,
friends=[user2.xid, user3.xid],
seats=4,
format=GameFormat.COMMANDER.value,
)
assert new
DatabaseSession.expire_all()
game = DatabaseSession.query(Game).filter(Game.id != bad_game.id).one()
assert game.guild_xid == guild.xid
assert game.channel_xid == channel.xid
rows = DatabaseSession.query(
User.xid).filter(User.game_id == game.id).all()
assert set(row[0] for row in rows) == {101, 102, 103}
def it_draws_from_the_expected_range(self):
matrix = Factory.create_observation_matrix(sample_count=5)
game = matrix.toGame()
indexes = np.random.random_integers(0, game.max_samples - 1, size=1000)
assert min(indexes) == 0
assert max(indexes) == 4
assert len(indexes) == 1000
def it_stores_profile_info(self):
noise_model = MultimodalNormalNoise(1)
game = Factory.create_symmetric_game()
profile = game.knownProfiles()[0]
noise_model.generate_samples(game, profile, 1)
profile_info = noise_model.profile_info.get(profile, None)
assert profile_info != None
profile_info = profile_info.values()[0].values()[0]
assert profile_info.get("offset", None) != None
assert profile_info.get("stdev", None) != None
def it_does_not_overwrite_profile_info(self):
noise_model = MultimodalNormalNoise(1)
game = Factory.create_symmetric_game()
profile = game.knownProfiles()[0]
noise_model.generate_samples(game, profile, 1)
profile_info = noise_model.profile_info.get(profile, None)
noise_model.generate_samples(game, profile, 1)
profile_info2 = noise_model.profile_info.get(profile, None)
r = profile.keys()[0]
s = profile[r].keys()[0]
assert profile_info[r][s]["offset"] == profile_info2[r][s]["offset"]
assert profile_info[r][s]["stdev"] == profile_info2[r][s]["stdev"]
def test_prediction_serializers(self):
user = UserFactory()
game = GameFactory()
prediction = PredictionFactory(user=user, game=game)
expected = {
"game": game.id,
"id": prediction.id,
"scores": list(prediction.scores.all()),
"user": user.id,
}
serializer = PredictionSerializer(prediction)
assert serializer.data == expected
def it_returns_the_correct_number_of_samples(self):
noise_model = MultimodalNormalNoise(1)
game = Factory.create_symmetric_game()
profile = game.knownProfiles()[0]
samples = noise_model.generate_samples(game, profile, 5)
for role, strategy_hash in profile.items():
counters = {s: 0 for s in strategy_hash.keys()}
for payoff_data in samples[role]:
counters[payoff_data.strategy] += 1
assert payoff_data.count == strategy_hash[payoff_data.strategy]
assert len(payoff_data.value) == 5
for s in strategy_hash.keys():
assert counters[s] == 1
def test_Game_game_serializers(self):
game = GameFactory()
expected = {
"date": game.date.isoformat() + "Z",
"matches": list(game.matches.all()),
"number_of_matches": game.number_of_matches,
"players": list(game.players.all()),
"score": "0:0",
"slug": game.slug,
"tournament": TournamentSerializerSmall(game.tournament).data,
"winner": game.winner,
}
serializer = GameSerializer(game)
assert serializer.data == expected
def test_delete_game(self, client, db, admin_headers):
# test 404
game_url = url_for('api.game_by_id', game_id=1000000)
rep = client.delete(game_url, headers=admin_headers)
assert rep.status_code == HTTPStatus.NOT_FOUND
game = GameFactory.build()
db.session.add(game)
db.session.commit()
# test get game after deletion
game_url = url_for('api.game_by_id', game_id=game.id)
rep = client.delete(game_url, headers=admin_headers)
assert rep.status_code == HTTPStatus.NO_CONTENT
assert db.session.query(Game).filter_by(id=game.id).first() is None
def db(app):
_db.app = app
_db.create_all()
LanguageFactory.create_batch(4)
_db.session.commit()
WordFactory.create_batch(60)
_db.session.commit()
GameFactory.create_batch(5)
_db.session.commit()
PlayerFactory.create_batch(2)
_db.session.commit()
PlayFactory.create_batch(60)
_db.session.commit()
yield _db
_db.session.rollback()
_db.session.close()
_db.drop_all()
def it_gives_the_requested_observations_with_duplicates(self):
matrix = Factory.create_observation_matrix(sample_count=5)
game = matrix.toGame()
sbg = SimulationBasedGame(game)
target_profile = game.knownProfiles()[0]
observations = sbg.get_observations(target_profile, [0, 2, 2])
assert observations == {
r: [
PayoffData(
s,
count,
[
game.getPayoffData(target_profile, r, s)[0],
game.getPayoffData(target_profile, r, s)[2],
game.getPayoffData(target_profile, r, s)[2],
],
)
for s, count in s_hash.items()
]
for r, s_hash in target_profile.items()
}
def test_put_game(self, client, db, admin_headers):
# test 404
game_url = url_for('api.game_by_id', game_id=1000000)
rep = client.put(game_url, headers=admin_headers)
assert rep.status_code == HTTPStatus.NOT_FOUND
game = GameFactory.build()
db.session.add(game)
db.session.commit()
new_data = {"date": str(datetime(2020, 12, 31))}
# test updated game
game_url = url_for('api.game_by_id', game_id=game.id)
rep = client.put(game_url, json=new_data, headers=admin_headers)
assert rep.status_code == HTTPStatus.OK
data = rep.get_json()["game"]
assert data["date"] == '2020-12-31T00:00:00'
db.session.refresh(game)
async def test_games_record_plays(self, guild: Guild, channel: Channel):
game = GameFactory.create(
guild=guild,
channel=channel,
seats=2,
status=GameStatus.STARTED.value,
)
user1 = UserFactory.create(xid=101, game=game)
user2 = UserFactory.create(xid=102, game=game)
games = GamesService()
await games.select(game.id)
await games.record_plays()
DatabaseSession.expire_all()
found = DatabaseSession.query(Play).filter(
Play.user_xid == user1.xid).one()
assert found.user_xid == user1.xid and found.game_id == game.id
found = DatabaseSession.query(Play).filter(
Play.user_xid == user2.xid).one()
assert found.user_xid == user2.xid and found.game_id == game.id
found = DatabaseSession.query(Play).filter(
Play.user_xid == 103).one_or_none()
assert not found
def it_provides_a_two_sided_confidence_interval(self):
bootstrap_method = lambda *args: [i+1 for i in range(100)]
ci = BootstrapConfidenceInterval(bootstrap_method)
print ci.two_sided_interval(Factory.create_observation_matrix(), "fake profile", 0.90)
assert ci.two_sided_interval(Factory.create_observation_matrix(), "fake profile", 0.95) == [3, 97]
