fastapi/fastapi/encoders.py
dmontagu ab2b86fe2c Add support for Pydantic v1 and above 🎉 (#646)
* Make compatible with pydantic v1

* Remove unused import

* Remove unused ignores

* Update pydantic version

* Fix minor formatting issue

*  Revert removing iterate_in_threadpool

*  Add backwards compatibility with Pydantic 0.32.2

with deprecation warnings

*  Update tests to not break when using Pydantic < 1.0.0

* 📝 Update docs for Pydantic version 1.0.0

* 📌 Update Pydantic range version to support from 0.32.2

* 🎨 Format test imports

*  Add support for Pydantic < 1.2 for populate_validators

*  Add backwards compatibility for Pydantic < 1.2.0 with required fields

* 📌 Relax requirement for Pydantic to < 2.0.0 🎉 🚀

* 💚 Update pragma coverage for older Pydantic versions
2019-11-27 20:32:02 +01:00

131 lines
4.5 KiB
Python

from enum import Enum
from types import GeneratorType
from typing import Any, Dict, List, Set, Union
from fastapi.utils import PYDANTIC_1, logger
from pydantic import BaseModel
from pydantic.json import ENCODERS_BY_TYPE
SetIntStr = Set[Union[int, str]]
DictIntStrAny = Dict[Union[int, str], Any]
def jsonable_encoder(
obj: Any,
include: Union[SetIntStr, DictIntStrAny] = None,
exclude: Union[SetIntStr, DictIntStrAny] = set(),
by_alias: bool = True,
skip_defaults: bool = None,
exclude_unset: bool = False,
include_none: bool = True,
custom_encoder: dict = {},
sqlalchemy_safe: bool = True,
) -> Any:
if skip_defaults is not None:
logger.warning( # pragma: nocover
"skip_defaults in jsonable_encoder has been deprecated in \
favor of exclude_unset to keep in line with Pydantic v1, support for it \
will be removed soon."
)
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", custom_encoder)
if PYDANTIC_1:
obj_dict = obj.dict(
include=include,
exclude=exclude,
by_alias=by_alias,
exclude_unset=bool(exclude_unset or skip_defaults),
)
else: # pragma: nocover
obj_dict = obj.dict(
include=include,
exclude=exclude,
by_alias=by_alias,
skip_defaults=bool(exclude_unset or skip_defaults),
)
return jsonable_encoder(
obj_dict,
include_none=include_none,
custom_encoder=encoder,
sqlalchemy_safe=sqlalchemy_safe,
)
if isinstance(obj, Enum):
return obj.value
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 include_none)
and ((include and key in include) or key not in exclude)
):
encoded_key = jsonable_encoder(
key,
by_alias=by_alias,
exclude_unset=exclude_unset,
include_none=include_none,
custom_encoder=custom_encoder,
sqlalchemy_safe=sqlalchemy_safe,
)
encoded_value = jsonable_encoder(
value,
by_alias=by_alias,
exclude_unset=exclude_unset,
include_none=include_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,
include_none=include_none,
custom_encoder=custom_encoder,
sqlalchemy_safe=sqlalchemy_safe,
)
)
return encoded_list
errors: List[Exception] = []
try:
if custom_encoder and type(obj) in custom_encoder:
encoder = custom_encoder[type(obj)]
else:
encoder = ENCODERS_BY_TYPE[type(obj)]
return encoder(obj)
except KeyError as e:
errors.append(e)
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,
include_none=include_none,
custom_encoder=custom_encoder,
sqlalchemy_safe=sqlalchemy_safe,
)