from typing import Any import cloudpickle import gymnasium import numpy as np from tianshou.env.pettingzoo_env import PettingZooEnv ENV_TYPE = gymnasium.Env | PettingZooEnv gym_new_venv_step_type = tuple[np.ndarray, np.ndarray, np.ndarray, np.ndarray, np.ndarray] class CloudpickleWrapper: """A cloudpickle wrapper used in SubprocVectorEnv.""" def __init__(self, data: Any) -> None: self.data = data def __getstate__(self) -> str: return cloudpickle.dumps(self.data) def __setstate__(self, data: str) -> None: self.data = cloudpickle.loads(data)