#!/usr/bin/env python3 # -*- coding: utf-8 -*- import dataclasses from collections import defaultdict from enum import Enum from pathlib import PurePath from types import GeneratorType from typing import Any, Callable, Iterable from pydantic import BaseModel from pydantic.json import ENCODERS_BY_TYPE SetIntStr = set[int | str] DictIntStrAny = dict[int | str, Any] PRIMITIVE_TYPE = (str, bool, int, float, type(None)) ARRAY_TYPES = (list, set, frozenset, GeneratorType, tuple) 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: SetIntStr | DictIntStrAny | None = None, exclude: SetIntStr | DictIntStrAny | None = None, by_alias: bool = True, exclude_unset: bool = False, exclude_defaults: bool = False, exclude_none: bool = False, custom_encoder: dict[Any, Callable[[Any], Any]] | None = None, sqlalchemy_safe: bool = True, ) -> Any: custom_encoder = custom_encoder or {} if custom_encoder: if type(obj) in custom_encoder: return custom_encoder[type(obj)](obj) else: for encoder_type, encoder_instance in custom_encoder.items(): if isinstance(obj, encoder_type): return encoder_instance(obj) if include is not None and not isinstance(include, (set, dict)): include = set(include) if exclude is not None and not isinstance(exclude, (set, dict)): exclude = set(exclude) def encode_dict(obj: Any) -> Any: encoded_dict = {} allowed_keys = set(obj.keys()) if include is not None: allowed_keys &= set(include) if exclude is not None: allowed_keys -= set(exclude) 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 key in allowed_keys ): if isinstance(key, PRIMITIVE_TYPE): encoded_key = key else: 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 def encode_array(obj: Iterable[Any]) -> Any: 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 def encode_base_model(obj: BaseModel) -> Any: encoder = getattr(obj.__config__, 'json_encoders', {}) if custom_encoder: encoder.update(custom_encoder) obj_dict = obj.dict( include=include, exclude=exclude, 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, ) # Use type comparisons on common types before expensive isinstance checks if type(obj) in PRIMITIVE_TYPE: return obj if type(obj) == dict: return encode_dict(obj) if type(obj) in ARRAY_TYPES: return encode_array(obj) if isinstance(obj, BaseModel): return encode_base_model(obj) if dataclasses.is_dataclass(obj): obj_dict = dataclasses.asdict(obj) return encode_dict(obj_dict) if isinstance(obj, Enum): return obj.value if isinstance(obj, PurePath): return str(obj) # Back up for Inherited types if isinstance(obj, PRIMITIVE_TYPE): return obj if isinstance(obj, dict): return encode_dict(obj) if isinstance(obj, ARRAY_TYPES): return encode_array(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) try: data = dict(obj) except Exception as e: errors: list[Exception] = [] errors.append(e) try: data = vars(obj) except Exception as e: errors.append(e) raise ValueError(errors) return encode_dict(data)