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import random
import warnings
from dataclasses import dataclass
from datetime import datetime, timedelta
from typing import Any, ClassVar, List, Optional, Union
import pytest
from pydantic import BaseModel
from polyfactory.decorators import post_generated
from polyfactory.exceptions import ConfigurationException, MissingBuildKwargException
from polyfactory.factories.dataclass_factory import DataclassFactory
from polyfactory.factories.pydantic_factory import ModelFactory
from polyfactory.fields import Ignore, PostGenerated, Require, Use
def test_use() -> None:
class MyClass:
name: str
@classmethod
def builder(cls, name: str) -> "MyClass":
instance = MyClass()
instance.name = name
return instance
default_name = "Moishe Zuchmir"
class MyModel(BaseModel):
my_class: MyClass
class Config:
arbitrary_types_allowed = True
class MyFactory(ModelFactory):
__model__ = MyModel
my_class = Use(fn=MyClass.builder, name=default_name)
result = MyFactory.build()
assert result.my_class.name == default_name
def test_sub_factory() -> None:
default_name = "Moishe Zuchmir"
class FirstModel(BaseModel):
name: str
class SecondModel(BaseModel):
first_model: FirstModel
class MyFactory(ModelFactory):
__model__ = SecondModel
first_model = Use(fn=ModelFactory.create_factory(FirstModel).build, name=default_name)
result = MyFactory.build()
assert result.first_model.name == default_name
def test_build_kwarg() -> None:
class MyModel(BaseModel):
name: str
class MyFactory(ModelFactory):
__model__ = MyModel
name = Require()
with pytest.raises(MissingBuildKwargException):
MyFactory.build()
assert MyFactory.build(name="moishe").name == "moishe"
def test_ignored() -> None:
class MyModel(BaseModel):
name: Optional[str] = None
class MyFactory(ModelFactory):
__model__ = MyModel
name = Ignore()
assert MyFactory.build().name is None
def test_post_generation() -> None:
random_delta = timedelta(days=random.randint(0, 12), seconds=random.randint(13, 13000))
def add_timedelta(name: str, values: Any, **kwargs: Any) -> datetime:
assert name == "to_dt"
assert "from_dt" in values
assert isinstance(values["from_dt"], datetime)
return values["from_dt"] + random_delta
def decide_long(name: str, values: Any, **kwargs: Any) -> bool:
assert name == "is_long"
assert "from_dt" in values
assert "to_dt" in values
assert "threshold" in kwargs
assert isinstance(values["from_dt"], datetime)
assert isinstance(values["to_dt"], datetime)
difference = values["to_dt"] - values["from_dt"]
return difference.days > kwargs["threshold"] # type: ignore
def make_caption(name: str, values: Any, **kwargs: Any) -> str:
assert name == "caption"
assert "is_long" in values
return "this was really long for me" if values["is_long"] else "just this"
class MyModel(BaseModel):
from_dt: datetime
to_dt: datetime
is_long: bool
caption: str
class MyFactory(ModelFactory):
__model__ = MyModel
to_dt = PostGenerated(add_timedelta)
is_long = PostGenerated(decide_long, threshold=1)
caption = PostGenerated(make_caption)
result = MyFactory.build()
assert result.to_dt - result.from_dt == random_delta
assert result.is_long == (random_delta.days > 1)
if result.is_long:
assert result.caption == "this was really long for me"
else:
assert result.caption == "just this"
def test_post_generation_classmethod() -> None:
class MyModel(BaseModel):
from_dt: datetime
to_dt: datetime
is_long: bool
caption: str
class MyFactory(ModelFactory):
__model__ = MyModel
random_delta: timedelta
@post_generated
@classmethod
def to_dt(cls, from_dt: datetime) -> datetime:
# save it to cls for test purposes only
cls.random_delta = timedelta(days=cls.__random__.randint(0, 12), seconds=cls.__random__.randint(13, 13000))
return from_dt + cls.random_delta
@post_generated
@classmethod
def is_long(cls, from_dt: datetime, to_dt: datetime) -> bool:
return (to_dt - from_dt).days > 1
@post_generated
@classmethod
def caption(cls, is_long: bool) -> str:
return "this was really long for me" if is_long else "just this"
result = MyFactory.build()
assert result.to_dt - result.from_dt == MyFactory.random_delta
assert result.is_long == (MyFactory.random_delta.days > 1)
if result.is_long:
assert result.caption == "this was really long for me"
else:
assert result.caption == "just this"
@pytest.mark.parametrize(
"factory_field",
[
Use(lambda: "foo"),
PostGenerated(lambda: "foo"),
Require(),
Ignore(),
],
)
def test_non_existing_model_fields_does_not_raise_by_default(
factory_field: Union[Use, PostGenerated, Require, Ignore],
) -> None:
class NoFieldModel(BaseModel):
pass
ModelFactory.create_factory(NoFieldModel, bases=None, unknown_field=factory_field)
@pytest.mark.parametrize(
"factory_field",
[
Use(lambda: "foo"),
PostGenerated(lambda: "foo"),
Require(),
Ignore(),
],
)
def test_non_existing_model_fields_raises_with__check__model__(
factory_field: Union[Use, PostGenerated, Require, Ignore],
) -> None:
class NoFieldModel(BaseModel):
pass
with pytest.raises(
ConfigurationException,
match="unknown_field is declared on the factory NoFieldModelFactory but it is not part of the model NoFieldModel",
):
ModelFactory.create_factory(NoFieldModel, bases=None, __check_model__=True, unknown_field=factory_field)
def test_check_model_deprecation() -> None:
with pytest.warns(DeprecationWarning, match=r"Use of deprecated default '__check_model__'"):
class MyModel(BaseModel):
name: str
class MyFactory(ModelFactory[MyModel]): ...
def test_check_model_overridden_no_deprecation() -> None:
with warnings.catch_warnings():
warnings.simplefilter("error")
warnings.filterwarnings(
"ignore",
category=DeprecationWarning,
message=r"Failing to pass a value to the 'type_params' parameter of 'typing._eval_type' is deprecated",
)
class MyModel(BaseModel):
name: str
class MyFactory(ModelFactory[MyModel]):
__check_model__ = False
def test_mutable_defaults() -> None:
@dataclass
class A:
a: List[str]
class AFactory(DataclassFactory[A]):
a: ClassVar[List[str]] = []
AFactory.build().a.append("a")
assert AFactory.build().a == []
next(iter(AFactory.coverage())).a.append("value")
assert next(iter(AFactory.coverage())).a == []
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