Files
Gymnasium/tests/wrappers/test_transform_observation.py
Ariel Kwiatkowski 947b857bd4 Test refactoring (#2427)
* Move tests to root with automatic PyCharm import refactoring. This will likely fail some tests

* Changed entry point for a registration test env.

* Move a stray lunar_lander test to tests/envs/...

* black

* Change the version from which importlib_metadata is replaced with importlib.metadata. Also requiring installing importlib_metadata for python 3.8 now.

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* Undo last commit
2021-09-28 19:53:30 -04:00

30 lines
836 B
Python

import pytest
import numpy as np
import gym
from gym.wrappers import TransformObservation
@pytest.mark.parametrize("env_id", ["CartPole-v1", "Pendulum-v1"])
def test_transform_observation(env_id):
affine_transform = lambda x: 3 * x + 2
env = gym.make(env_id)
wrapped_env = TransformObservation(
gym.make(env_id), lambda obs: affine_transform(obs)
)
env.seed(0)
wrapped_env.seed(0)
obs = env.reset()
wrapped_obs = wrapped_env.reset()
assert np.allclose(wrapped_obs, affine_transform(obs))
action = env.action_space.sample()
obs, reward, done, _ = env.step(action)
wrapped_obs, wrapped_reward, wrapped_done, _ = wrapped_env.step(action)
assert np.allclose(wrapped_obs, affine_transform(obs))
assert np.allclose(wrapped_reward, reward)
assert wrapped_done == done