Files
Gymnasium/tests/wrappers/test_vector_list_info.py
John Balis 3a8daafce1 Removing return_info argument to env.reset() and deprecated env.seed() function (reset now always returns info) (#2962)
* removed return_info, made info dict mandatory in reset

* tenatively removed deprecated seed api for environments

* added more info type checks to wrapper tests

* formatting/style compliance

* addressed some comments

* polish to address review

* fixed tests after merge, and added a test of the return_info deprecation assertion if found in reset signature

* some organization of env_checker tests, reverted a probably merge error

* added deprecation check for seed function in env

* updated docstring

* removed debug prints, tweaked test_check_seed_deprecation

* changed return_info deprecation check from assertion to warning

* fixes to vector envs, now  should be correctly structured

* added some explanation and typehints for mockup depcreated return info reset function

* re-removed seed function from vector envs

* added explanation to _reset_return_info_type and changed the return statement
2022-08-23 11:09:54 -04:00

59 lines
1.9 KiB
Python

import pytest
import gym
from gym.wrappers import RecordEpisodeStatistics, VectorListInfo
ENV_ID = "CartPole-v1"
NUM_ENVS = 3
ENV_STEPS = 50
SEED = 42
def test_usage_in_vector_env():
env = gym.make(ENV_ID, disable_env_checker=True)
vector_env = gym.vector.make(ENV_ID, num_envs=NUM_ENVS, disable_env_checker=True)
VectorListInfo(vector_env)
with pytest.raises(AssertionError):
VectorListInfo(env)
def test_info_to_list():
env_to_wrap = gym.vector.make(ENV_ID, num_envs=NUM_ENVS, disable_env_checker=True)
wrapped_env = VectorListInfo(env_to_wrap)
wrapped_env.action_space.seed(SEED)
_, info = wrapped_env.reset(seed=SEED)
assert isinstance(info, list)
assert len(info) == NUM_ENVS
for _ in range(ENV_STEPS):
action = wrapped_env.action_space.sample()
_, _, dones, list_info = wrapped_env.step(action)
for i, done in enumerate(dones):
if done:
assert "final_observation" in list_info[i]
else:
assert "final_observation" not in list_info[i]
def test_info_to_list_statistics():
env_to_wrap = gym.vector.make(ENV_ID, num_envs=NUM_ENVS, disable_env_checker=True)
wrapped_env = VectorListInfo(RecordEpisodeStatistics(env_to_wrap))
_, info = wrapped_env.reset(seed=SEED)
wrapped_env.action_space.seed(SEED)
assert isinstance(info, list)
assert len(info) == NUM_ENVS
for _ in range(ENV_STEPS):
action = wrapped_env.action_space.sample()
_, _, dones, list_info = wrapped_env.step(action)
for i, done in enumerate(dones):
if done:
assert "episode" in list_info[i]
for stats in ["r", "l", "t"]:
assert stats in list_info[i]["episode"]
assert isinstance(list_info[i]["episode"][stats], float)
else:
assert "episode" not in list_info[i]