def test_json(self):
with warnings.catch_warnings():
warnings.filterwarnings("ignore")
with make("l2rpn_wcci_2020", test=True) as env:
# test i can create
obs_space = GymObservationSpace(env)
act_space = GymActionSpace(env)
obs_space.seed(0)
act_space.seed(0)
self._aux_test_json(obs_space)
self._aux_test_json(act_space)
def test_to_from_gym_obs(self):
with warnings.catch_warnings():
warnings.filterwarnings("ignore")
with make(self.get_env_name(), test=True) as env:
obs_space = GymObservationSpace(env)
obs = env.reset()
gym_obs = obs_space.to_gym(obs)
self._aux_test_json(obs_space, gym_obs)
assert obs_space.contains(gym_obs)
obs2 = obs_space.from_gym(gym_obs)
# TODO there is not reason that these 2 are equal: reset, will erase everything
# TODO whereas creating the observation
# assert obs == obs2
obs_diff, attr_diff = obs.where_different(obs2)
for el in attr_diff:
assert el in obs.attr_list_json, f"{el} should be equal in obs and obs2"
for i in range(10):
obs, *_ = env.step(env.action_space())
gym_obs = obs_space.to_gym(obs)
self._aux_test_json(obs_space, gym_obs)
assert obs_space.contains(gym_obs), "gym space does not contain the observation for ts {}".format(i)
obs2 = obs_space.from_gym(gym_obs)
# TODO there is not reason that these 2 are equal: reset, will erase everything
# TODO whereas creating the observation
# assert obs == obs2, "obs and converted obs are not equal for ts {}".format(i)
obs_diff, attr_diff = obs.where_different(obs2)
for el in attr_diff:
assert el in obs.attr_list_json, f"{el} should be equal in obs and obs2 for ts {i}"
def test_creation(self):
with warnings.catch_warnings():
warnings.filterwarnings("ignore")
with make(self.get_env_name(), test=True) as env:
# test i can create
obs_space = GymObservationSpace(env)
act_space = GymActionSpace(env)
def test_creation(self):
with warnings.catch_warnings():
warnings.filterwarnings("ignore")
if self.get_env_path() is not None:
env_path_or_name = os.path.join(self.get_env_path(),
self.get_env_name())
else:
env_path_or_name = self.get_env_name()
with make(env_path_or_name, test=True) as env:
# test i can create
obs_space = GymObservationSpace(env)
act_space = GymActionSpace(env)
def test_to_from_gym_obs(self):
with warnings.catch_warnings():
warnings.filterwarnings("ignore")
with make("l2rpn_wcci_2020", test=True) as env:
obs_space = GymObservationSpace(env)
obs = env.reset()
gym_obs = obs_space.to_gym(obs)
self._aux_test_json(obs_space, gym_obs)
assert obs_space.contains(gym_obs)
obs2 = obs_space.from_gym(gym_obs)
assert obs == obs2
for i in range(10):
obs, *_ = env.step(env.action_space())
gym_obs = obs_space.to_gym(obs)
self._aux_test_json(obs_space, gym_obs)
assert obs_space.contains(
gym_obs
), "gym space does not contain the observation for ts {}".format(
i)
obs2 = obs_space.from_gym(gym_obs)
assert obs == obs2, "obs and converted obs are not equal for ts {}".format(
i)