from abc import ABC, abstractmethod from typing import Literal, Dict, Tuple class BaseEnv(ABC): ENV_CARD: Literal["STATIC", "DYNAMIC"] = None def __init__(self, config): self.config = config @classmethod @abstractmethod def compute_reward(cls, **kwargs): ... class StaticEnv(BaseEnv): ENV_CARD = "STATIC" class DynamicEnv(BaseEnv): ENV_CARD = "DYNAMIC" @abstractmethod def set_env(self, task_config: Dict) -> Tuple[str, str]: ... @classmethod @abstractmethod def preprocess_action(self, action: str) -> str: ... @abstractmethod def step(self, action: str) -> Tuple[str, bool]: ... @abstractmethod def feedback(self) -> Tuple[float, bool]: ...