Added tests for new fancy registry

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Dominik Moritz Roth 2023-07-23 12:21:18 +02:00
parent eb9b6e1e22
commit 3e586a1407

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from typing import Tuple, Type, Union, Optional, Callable
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import make
from gymnasium.core import ActType, ObsType
import fancy_gym
from fancy_gym import register
ENV_IDS = ['Reacher5d-v0', 'dm_control/ball_in_cup-catch-v0', 'metaworld/reach-v2', 'Reacher-v2']
class Object(object):
pass
class ToyEnv(gym.Env):
observation_space = gym.spaces.Box(low=-1, high=1, shape=(1,), dtype=np.float64)
action_space = gym.spaces.Box(low=-1, high=1, shape=(1,), dtype=np.float64)
dt = 0.02
def __init__(self, a: int = 0, b: float = 0.0, c: list = [], d: dict = {}, e: Object = Object()):
self.a, self.b, self.c, self.d, self.e = a, b, c, d, e
def reset(self, *, seed: Optional[int] = None, return_info: bool = False,
options: Optional[dict] = None) -> Union[ObsType, Tuple[ObsType, dict]]:
obs, options = np.array([-1]), {}
return obs, options
def step(self, action: ActType) -> Tuple[ObsType, float, bool, dict]:
obs, reward, terminated, truncated, info = np.array([-1]), 1, False, False, {}
return obs, reward, terminated, truncated, info
def render(self, mode="human"):
pass
@pytest.fixture(scope="session", autouse=True)
def setup():
register(
id=f'toy2-v0',
entry_point='test.test_black_box:ToyEnv',
max_episode_steps=50,
)
@pytest.mark.parametrize('env_id', ENV_IDS)
@pytest.mark.parametrize('mp_type', ['promp', 'dmp', 'prodmp'])
def test_make_mp(env_id: str, mp_type: str):
parts = id.split('-')
assert len(parts) >= 2 and parts[-1].startswith('v'), 'Malformed env id, must end in -v{int}.'
fancy_id = '-'.join(parts[:-1]+[mp_type, parts[-1]])
make(fancy_id)
def test_make_raw_toy():
make('toy2-v0')
@pytest.mark.parametrize('mp_type', ['promp', 'dmp', 'prodmp'])
def test_make_mp_toy(mp_type: str):
parts = id.split('-')
assert len(parts) >= 2 and parts[-1].startswith('v'), 'Malformed env id, must end in -v{int}.'
fancy_id = '-'.join(['toy2', mp_type, 'v0'])
make(fancy_id)