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test_plugin_serialization.py
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from __future__ import annotations
import datetime
import json
from decimal import Decimal
from functools import partial
from pathlib import Path
from typing import Any
import pydantic as pydantic_v2
import pytest
from pydantic import v1 as pydantic_v1
from pydantic.v1.color import Color as ColorV1
from pydantic_extra_types.color import Color as ColorV2
from litestar.exceptions import SerializationException
from litestar.plugins.pydantic import PydanticInitPlugin, _model_dump, _model_dump_json
from litestar.serialization import (
decode_json,
decode_msgpack,
default_serializer,
encode_json,
encode_msgpack,
get_serializer,
)
from . import PydanticVersion
TODAY = datetime.date.today()
class CustomStr(str):
pass
class CustomInt(int):
pass
class CustomFloat(float):
pass
class CustomList(list):
pass
class CustomSet(set):
pass
class CustomFrozenSet(frozenset):
pass
class CustomTuple(tuple):
pass
class ModelV1(pydantic_v1.BaseModel):
class Config:
arbitrary_types_allowed = True
custom_str: CustomStr = CustomStr()
custom_int: CustomInt = CustomInt()
custom_float: CustomFloat = CustomFloat()
custom_list: CustomList = CustomList()
custom_set: CustomSet = CustomSet()
custom_frozenset: CustomFrozenSet = CustomFrozenSet()
custom_tuple: CustomTuple = CustomTuple()
conset: pydantic_v1.conset(int, min_items=1) # type: ignore[valid-type]
confrozenset: pydantic_v1.confrozenset(int, min_items=1) # type: ignore[valid-type]
conlist: pydantic_v1.conlist(int, min_items=1) # type: ignore[valid-type]
path: Path
email_str: pydantic_v1.EmailStr
name_email: pydantic_v1.NameEmail
color: ColorV1
bytesize: pydantic_v1.ByteSize
secret_str: pydantic_v1.SecretStr
secret_bytes: pydantic_v1.SecretBytes
payment_card_number: pydantic_v1.PaymentCardNumber
constr: pydantic_v1.constr(min_length=1) # type: ignore[valid-type]
conbytes: pydantic_v1.conbytes(min_length=1) # type: ignore[valid-type]
condate: pydantic_v1.condate(ge=TODAY) # type: ignore[valid-type]
condecimal: pydantic_v1.condecimal(ge=Decimal("1")) # type: ignore[valid-type]
confloat: pydantic_v1.confloat(ge=0) # type: ignore[valid-type]
conint: pydantic_v1.conint(ge=0) # type: ignore[valid-type]
url: pydantic_v1.AnyUrl
http_url: pydantic_v1.HttpUrl
class ModelV2(pydantic_v2.BaseModel):
model_config = {"arbitrary_types_allowed": True}
conset: pydantic_v2.conset(int, min_length=1) # type: ignore[valid-type]
confrozenset: pydantic_v2.confrozenset(int, min_length=1) # type: ignore[valid-type]
conlist: pydantic_v2.conlist(int, min_length=1) # type: ignore[valid-type]
path: Path
email_str: pydantic_v2.EmailStr
name_email: pydantic_v2.NameEmail
color: ColorV2
bytesize: pydantic_v2.ByteSize
secret_str: pydantic_v2.SecretStr
secret_bytes: pydantic_v2.SecretBytes
payment_card_number: pydantic_v2.PaymentCardNumber
constr: pydantic_v2.constr(min_length=1) # type: ignore[valid-type]
conbytes: pydantic_v2.conbytes(min_length=1) # type: ignore[valid-type]
condate: pydantic_v2.condate(ge=TODAY) # type: ignore[valid-type]
condecimal: pydantic_v2.condecimal(ge=Decimal("1")) # type: ignore[valid-type]
confloat: pydantic_v2.confloat(ge=0) # type: ignore[valid-type]
conint: pydantic_v2.conint(ge=0) # type: ignore[valid-type]
url: pydantic_v2.AnyUrl
http_url: pydantic_v2.HttpUrl
serializer = partial(default_serializer, type_encoders=PydanticInitPlugin.encoders())
@pytest.fixture()
def model_type(pydantic_version: PydanticVersion) -> type[ModelV1 | ModelV2]:
return ModelV1 if pydantic_version == "v1" else ModelV2
@pytest.fixture()
def model(pydantic_version: PydanticVersion) -> ModelV1 | ModelV2:
if pydantic_version == "v1":
return ModelV1(
path=Path("example"),
color=ColorV1("rgb(255, 255, 255)"),
bytesize=pydantic_v1.ByteSize(100),
secret_str=pydantic_v1.SecretStr("hello"),
secret_bytes=pydantic_v1.SecretBytes(b"hello"),
payment_card_number=pydantic_v1.PaymentCardNumber("4000000000000002"),
constr="hello",
conbytes=b"hello",
condate=TODAY,
condecimal=Decimal("3.14"),
confloat=1.0,
conset={1},
confrozenset=frozenset([1]),
conint=1,
conlist=[1],
url="some://example.org/", # type: ignore[arg-type]
http_url="http://example.org/", # type: ignore[arg-type]
)
return ModelV2(
path=Path("example"),
email_str=pydantic_v2.parse_obj_as(pydantic_v2.EmailStr, "[email protected]"), # pyright: ignore[reportArgumentType]
color=ColorV2("rgb(255, 255, 255)"),
bytesize=pydantic_v2.ByteSize(100),
secret_str=pydantic_v2.SecretStr("hello"),
secret_bytes=pydantic_v2.SecretBytes(b"hello"),
payment_card_number=pydantic_v2.PaymentCardNumber("4000000000000002"),
constr="hello",
conbytes=b"hello",
condate=TODAY,
condecimal=Decimal("3.14"),
confloat=1.0,
conset={1},
confrozenset=frozenset([1]),
conint=1,
conlist=[1],
url="some://example.org/", # type: ignore[arg-type]
http_url="http://example.org/", # type: ignore[arg-type]
)
@pytest.mark.parametrize(
"attribute_name, expected",
[
("path", "example"),
("email_str", "[email protected]"),
("name_email", "info <[email protected]>"),
("color", "white"),
("bytesize", 100),
("secret_str", "**********"),
("secret_bytes", "**********"),
("payment_card_number", "4000000000000002"),
("constr", "hello"),
("conbytes", b"hello"),
("condate", TODAY.isoformat()),
("condecimal", 3.14),
("conset", {1}),
("confrozenset", frozenset([1])),
("conint", 1),
("url", "some://example.org/"),
("http_url", "http://example.org/"),
],
)
def test_default_serializer(model: ModelV1 | ModelV2, attribute_name: str, expected: Any) -> None:
assert serializer(getattr(model, attribute_name)) == expected
def test_serialization_of_model_instance(model: ModelV1 | ModelV2) -> None:
assert serializer(getattr(model, "conbytes")) == b"hello"
assert serializer(model) == _model_dump(model)
@pytest.mark.parametrize("prefer_alias", [False, True])
def test_pydantic_json_compatibility(
model: ModelV1 | ModelV2, prefer_alias: bool, pydantic_version: PydanticVersion
) -> None:
raw = _model_dump_json(model, by_alias=prefer_alias)
encoded_json = encode_json(model, serializer=get_serializer(PydanticInitPlugin.encoders(prefer_alias=prefer_alias)))
raw_result = json.loads(raw)
encoded_result = json.loads(encoded_json)
if pydantic_version == "v1":
# pydantic v1 dumps decimals into floats as json, we therefore regard this as an error
assert raw_result.get("condecimal") == float(encoded_result.get("condecimal"))
del raw_result["condecimal"]
del encoded_result["condecimal"]
assert raw_result == encoded_result
@pytest.mark.parametrize("encoder", [encode_json, encode_msgpack])
def test_encoder_raises_serialization_exception(model: ModelV1 | ModelV2, encoder: Any) -> None:
with pytest.raises(SerializationException):
encoder(object())
@pytest.mark.parametrize("decoder", [decode_json, decode_msgpack])
def test_decode_json_raises_serialization_exception(model: ModelV1 | ModelV2, decoder: Any) -> None:
with pytest.raises(SerializationException):
decoder(b"str")
@pytest.mark.parametrize("prefer_alias", [False, True])
def test_decode_json_typed(model: ModelV1 | ModelV2, prefer_alias: bool, model_type: type[ModelV1 | ModelV2]) -> None:
dumped_model = _model_dump_json(model, by_alias=prefer_alias)
decoded_model = decode_json(value=dumped_model, target_type=model_type, type_decoders=PydanticInitPlugin.decoders())
assert _model_dump_json(decoded_model, by_alias=prefer_alias) == dumped_model # type: ignore[arg-type,unused-ignore]
@pytest.mark.parametrize("prefer_alias", [False, True])
def test_decode_msgpack_typed(
model: ModelV1 | ModelV2, model_type: type[ModelV1 | ModelV2], prefer_alias: bool
) -> None:
model_json = _model_dump_json(model, by_alias=prefer_alias)
assert (
decode_msgpack(
encode_msgpack(model, serializer=get_serializer(PydanticInitPlugin.encoders(prefer_alias=prefer_alias))),
model_type,
type_decoders=PydanticInitPlugin.decoders(),
).json() # type: ignore[attr-defined,unused-ignore]
== model_json
)