import json from copy import deepcopy from typing import Dict, Union, Optional, List from model.types import JSONDict class BaseObject: """ 大多数数据对象的基础类型 """ def __new__(cls, *args: object, **kwargs: object) -> "BaseObject": instance = super().__new__(cls) return instance def __str__(self) -> str: return str(self.to_dict()) def __getitem__(self, item: str) -> object: try: return getattr(self, item) except AttributeError as exc: raise KeyError( f"Objects of type {self.__class__.__name__} don't have an attribute called " f"`{item}`." ) from exc def __getstate__(self) -> Dict[str, Union[str, object]]: return self._get_attrs(include_private=True, recursive=False) def __setstate__(self, state: dict) -> None: for key, val in state.items(): setattr(self, key, val) def __deepcopy__(self, memodict: dict = None): if memodict is None: memodict = {} cls = self.__class__ result = cls.__new__(cls) # 创建新实例 attrs = self._get_attrs(include_private=True) # 获取其所有属性 for k in attrs: # 在DeepCopy对象中设置属性 setattr(result, k, deepcopy(getattr(self, k), memodict)) return result # 添加插槽可减少内存使用,并允许更快的属性访问 __slots__ = () def _get_attrs(self, include_private: bool = False, recursive: bool = False, ) -> Dict[str, Union[str, object]]: data = {} if not recursive: try: # __dict__ 具有来自超类的属性,因此无需在下面的for循环中输入 data.update(self.__dict__) except AttributeError: pass # 我们希望使用self获取类的所有属性,但如果使用 self.__slots__ ,仅包括该类本身使用的属性,而不是它的超类 # 因此,我们得到它的MRO,然后再得到它们的属性 # 使用“[:-1]”切片排除了“object”类 for cls in self.__class__.__mro__[:-1]: for key in cls.__slots__: # 忽略 属性已定义 if not include_private and key.startswith("_"): continue value = getattr(self, key, None) if value is not None: if recursive and hasattr(value, "to_dict"): data[key] = value.to_dict() else: data[key] = value elif not recursive: data[key] = value return data @staticmethod def _parse_data(data: Optional[JSONDict]) -> Optional[JSONDict]: return None if data is None else data.copy() @classmethod def de_json(cls, data: Optional[JSONDict]): data = cls._parse_data(data) if data is None: return None if cls == BaseObject: return cls() return cls(**data) @classmethod def de_list(cls, data: Optional[List[JSONDict]]) -> List: if not data: return [] return [cls.de_json(d) for d in data] def to_json(self) -> str: return json.dumps(self.to_dict()) def to_dict(self) -> JSONDict: return self._get_attrs(recursive=True)