tests/envs/utils.py - master - githubmirror/gym

tests/envs/utils.py
88 строк3 KB
YouJiacheng
Fix mujoco_py only installation (#3072)
12 сен 2022, 15:19
12 сен 2022, 15:1905d52cf
"""Finds all the specs that we can test with"""
from typing import List, Optional

import numpy as np

import gym
from gym import error, logger
from gym.envs.registration import EnvSpec


def try_make_env(env_spec: EnvSpec) -> Optional[gym.Env]:
    """Tries to make the environment showing if it is possible.

    Warning the environments have no wrappers, including time limit and order enforcing.
    """
    # To avoid issues with registered environments during testing, we check that the spec entry points are from gym.envs.
    if "gym.envs." in env_spec.entry_point:
        try:
            return env_spec.make(disable_env_checker=True).unwrapped
        except (ImportError, error.DependencyNotInstalled) as e:
            logger.warn(f"Not testing {env_spec.id} due to error: {e}")
    return None


# Tries to make all environment to test with
all_testing_initialised_envs: List[Optional[gym.Env]] = [
    try_make_env(env_spec) for env_spec in gym.envs.registry.values()
]
all_testing_initialised_envs: List[gym.Env] = [
    env for env in all_testing_initialised_envs if env is not None
]

# All testing, mujoco and gym environment specs
all_testing_env_specs: List[EnvSpec] = [
    env.spec for env in all_testing_initialised_envs
]
mujoco_testing_env_specs: List[EnvSpec] = [
    env_spec
    for env_spec in all_testing_env_specs
    if "gym.envs.mujoco" in env_spec.entry_point
]
gym_testing_env_specs: List[EnvSpec] = [
    env_spec
    for env_spec in all_testing_env_specs
    if any(
        f"gym.envs.{ep}" in env_spec.entry_point
        for ep in ["box2d", "classic_control", "toy_text"]
    )
]
# TODO, add minimum testing env spec in testing
minimum_testing_env_specs = [
    env_spec
    for env_spec in [
        "CartPole-v1",
        "MountainCarContinuous-v0",
        "LunarLander-v2",
        "LunarLanderContinuous-v2",
        "CarRacing-v2",
        "Blackjack-v1",
        "Reacher-v4",
    ]
    if env_spec in all_testing_env_specs
]


def assert_equals(a, b, prefix=None):
    """Assert equality of data structures `a` and `b`.

    Args:
        a: first data structure
        b: second data structure
        prefix: prefix for failed assertion message for types and dicts
    """
    assert type(a) == type(b), f"{prefix}Differing types: {a} and {b}"
    if isinstance(a, dict):
        assert list(a.keys()) == list(b.keys()), f"{prefix}Key sets differ: {a} and {b}"

        for k in a.keys():
            v_a = a[k]
            v_b = b[k]
            assert_equals(v_a, v_b)
    elif isinstance(a, np.ndarray):
        np.testing.assert_array_equal(a, b)
    elif isinstance(a, tuple):
        for elem_from_a, elem_from_b in zip(a, b):
            assert_equals(elem_from_a, elem_from_b)
    else:
        assert a == b