from enum import Enum from types import GeneratorType from typing import Set from pydantic import BaseModel from pydantic.json import pydantic_encoder def jsonable_encoder( obj, include: Set[str] = None, exclude: Set[str] = set(), by_alias: bool = False, include_none=True, ): if isinstance(obj, BaseModel): return jsonable_encoder( obj.dict(include=include, exclude=exclude, by_alias=by_alias), include_none=include_none, ) if isinstance(obj, Enum): return obj.value if isinstance(obj, (str, int, float, type(None))): return obj if isinstance(obj, dict): return { jsonable_encoder( key, by_alias=by_alias, include_none=include_none ): jsonable_encoder(value, by_alias=by_alias, include_none=include_none) for key, value in obj.items() if value is not None or include_none } if isinstance(obj, (list, set, frozenset, GeneratorType, tuple)): return [ jsonable_encoder( item, include=include, exclude=exclude, by_alias=by_alias, include_none=include_none, ) for item in obj ] return pydantic_encoder(obj)