def test_with_obs_indexed_out_of_list(self):
# Arrange
ro = RawObs().set_obs(self._raw_obs_fixture.data[0])
# Act
raw_obs = ro.process()
# Assert
self.assertEqual(ro.shape, raw_obs.shape)
def test_process_returns_none_if_nothing_to_do(self):
# Arrange
ro = RawObs(using=[]).set_obs(self._raw_obs_fixture.data[0])
# Act
raw_obs = ro.process()
# Assert
self.assertEqual((1, 0), ro.shape)
self.assertIsNone(raw_obs)
class TestRawObs(unittest.TestCase):
def setUp(self):
self._raw_obs_fixture = RawObsFixture()
self.sut = RawObs(using=RawObs.standard_keys)
self.sut.set_obs(self._raw_obs_fixture.data)
def test_process_list_field(self):
# Act
obs = self.sut.process_key('ball')
# Assert
self.assertEqual(2, len(obs.shape))
self.assertEqual(1, obs.shape[0])
def test_process_non_list_field(self):
# Act
obs = self.sut.process_key('active')
# Assert
self.assertEqual(2, len(obs.shape))
self.assertEqual(1, obs.shape[0])
def test_process_non_flat_field(self):
# Act
obs = self.sut.process_key('left_team')
# Assert
self.assertEqual(2, len(obs.shape))
self.assertEqual(1, obs.shape[0])
def test_process(self):
# Act
raw_obs = self.sut.process()
# Assert
self.assertEqual(self.sut.shape, raw_obs.shape)
def test__add_distance_to_ball(self):
# Act
distance_to_ball = self.sut._add_distance_to_ball()
self.assertEqual((1, self.sut.distance_to_ball_n),
distance_to_ball.shape)
def test_with_obs_indexed_out_of_list(self):
# Arrange
ro = RawObs().set_obs(self._raw_obs_fixture.data[0])
# Act
raw_obs = ro.process()
# Assert
self.assertEqual(ro.shape, raw_obs.shape)
def test_all_keys(self):
for key in self.sut.standard_keys:
obs = self.sut.process_key(key)
self.assertEqual(getattr(self.sut, f"{key}_n"), obs.shape[1])
def test_process_returns_none_if_nothing_to_do(self):
# Arrange
ro = RawObs(using=[]).set_obs(self._raw_obs_fixture.data[0])
# Act
raw_obs = ro.process()
# Assert
self.assertEqual((1, 0), ro.shape)
self.assertIsNone(raw_obs)