from collections import defaultdict from enum import Enum from pathlib import PurePath from types import GeneratorType from typing import Any, Callable, Dict, List, Optional, Set, Tuple, Union from pydantic import BaseModel from pydantic.json import ENCODERS_BY_TYPE SetIntStr = Set[Union[int, str]] DictIntStrAny = Dict[Union[int, str], Any] def generate_encoders_by_class_tuples( type_encoder_map: Dict[Any, Callable[[Any], Any]] ) -> Dict[Callable[[Any], Any], Tuple[Any, ...]]: encoders_by_class_tuples: Dict[Callable[[Any], Any], Tuple[Any, ...]] = defaultdict( tuple ) for type_, encoder in type_encoder_map.items(): encoders_by_class_tuples[encoder] += (type_,) return encoders_by_class_tuples encoders_by_class_tuples = generate_encoders_by_class_tuples(ENCODERS_BY_TYPE) def jsonable_encoder( obj: Any, include: Optional[Union[SetIntStr, DictIntStrAny]] = None, exclude: Optional[Union[SetIntStr, DictIntStrAny]] = None, by_alias: bool = True, exclude_unset: bool = False, exclude_defaults: bool = False, exclude_none: bool = False, custom_encoder: Dict[Any, Callable[[Any], Any]] = {}, sqlalchemy_safe: bool = True, ) -> Any: if include is not None and not isinstance(include, set): include = set(include) if exclude is not None and not isinstance(exclude, set): exclude = set(exclude) if isinstance(obj, BaseModel): encoder = getattr(obj.__config__, "json_encoders", {}) if custom_encoder: encoder.update(custom_encoder) obj_dict = obj.dict( include=include, # type: ignore # in Pydantic exclude=exclude, # type: ignore # in Pydantic by_alias=by_alias, exclude_unset=exclude_unset, exclude_none=exclude_none, exclude_defaults=exclude_defaults, ) if "__root__" in obj_dict: obj_dict = obj_dict["__root__"] return jsonable_encoder( obj_dict, exclude_none=exclude_none, exclude_defaults=exclude_defaults, custom_encoder=encoder, sqlalchemy_safe=sqlalchemy_safe, ) if isinstance(obj, Enum): return obj.value if isinstance(obj, PurePath): return str(obj) if isinstance(obj, (str, int, float, type(None))): return obj if isinstance(obj, dict): encoded_dict = {} for key, value in obj.items(): if ( ( not sqlalchemy_safe or (not isinstance(key, str)) or (not key.startswith("_sa")) ) and (value is not None or not exclude_none) and ((include and key in include) or not exclude or key not in exclude) ): encoded_key = jsonable_encoder( key, by_alias=by_alias, exclude_unset=exclude_unset, exclude_none=exclude_none, custom_encoder=custom_encoder, sqlalchemy_safe=sqlalchemy_safe, ) encoded_value = jsonable_encoder( value, by_alias=by_alias, exclude_unset=exclude_unset, exclude_none=exclude_none, custom_encoder=custom_encoder, sqlalchemy_safe=sqlalchemy_safe, ) encoded_dict[encoded_key] = encoded_value return encoded_dict if isinstance(obj, (list, set, frozenset, GeneratorType, tuple)): encoded_list = [] for item in obj: encoded_list.append( jsonable_encoder( item, include=include, exclude=exclude, by_alias=by_alias, exclude_unset=exclude_unset, exclude_defaults=exclude_defaults, exclude_none=exclude_none, custom_encoder=custom_encoder, sqlalchemy_safe=sqlalchemy_safe, ) ) return encoded_list if custom_encoder: if type(obj) in custom_encoder: return custom_encoder[type(obj)](obj) else: for encoder_type, encoder in custom_encoder.items(): if isinstance(obj, encoder_type): return encoder(obj) if type(obj) in ENCODERS_BY_TYPE: return ENCODERS_BY_TYPE[type(obj)](obj) for encoder, classes_tuple in encoders_by_class_tuples.items(): if isinstance(obj, classes_tuple): return encoder(obj) errors: List[Exception] = [] try: data = dict(obj) except Exception as e: errors.append(e) try: data = vars(obj) except Exception as e: errors.append(e) raise ValueError(errors) return jsonable_encoder( data, by_alias=by_alias, exclude_unset=exclude_unset, exclude_defaults=exclude_defaults, exclude_none=exclude_none, custom_encoder=custom_encoder, sqlalchemy_safe=sqlalchemy_safe, )