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import dataclasses
import platform
import re
import sys
import typing
from typing import Any, Generic, Optional, TypeVar
import pytest
from pydantic import BaseModel, Field, PydanticUserError, TypeAdapter, ValidationError
def test_postponed_annotations(create_module):
module = create_module(
# language=Python
"""
from __future__ import annotations
from pydantic import BaseModel
class Model(BaseModel):
a: int
"""
)
m = module.Model(a='123')
assert m.model_dump() == {'a': 123}
def test_postponed_annotations_auto_model_rebuild(create_module):
module = create_module(
# language=Python
"""
from __future__ import annotations
from pydantic import BaseModel
class Model(BaseModel):
a: Model
"""
)
assert module.Model.model_fields['a'].annotation.__name__ == 'Model'
def test_forward_ref_auto_update_no_model(create_module):
@create_module
def module():
from typing import Optional
import pytest
from pydantic import BaseModel, PydanticUserError
class Foo(BaseModel):
a: Optional['Bar'] = None
with pytest.raises(PydanticUserError, match='`Foo` is not fully defined; you should define `Bar`,'):
Foo(a={'b': {'a': {}}})
class Bar(BaseModel):
b: 'Foo'
assert module.Bar.__pydantic_complete__ is True
assert module.Bar.model_fields['b']._complete
# Bar should be complete and ready to use
b = module.Bar(b={'a': {'b': {}}})
assert b.model_dump() == {'b': {'a': {'b': {'a': None}}}}
# model_fields is *not* complete on Foo
assert not module.Foo.model_fields['a']._complete
assert module.Foo.__pydantic_complete__ is False
# Foo gets auto-rebuilt during the first attempt at validation
f = module.Foo(a={'b': {'a': {'b': {'a': None}}}})
assert module.Foo.__pydantic_complete__ is True
assert f.model_dump() == {'a': {'b': {'a': {'b': {'a': None}}}}}
def test_basic_forward_ref(create_module):
@create_module
def module():
from typing import ForwardRef, Optional
from pydantic import BaseModel
class Foo(BaseModel):
a: int
FooRef = ForwardRef('Foo')
class Bar(BaseModel):
b: Optional[FooRef] = None
assert module.Bar().model_dump() == {'b': None}
assert module.Bar(b={'a': '123'}).model_dump() == {'b': {'a': 123}}
def test_self_forward_ref_module(create_module):
@create_module
def module():
from typing import ForwardRef, Optional
from pydantic import BaseModel
FooRef = ForwardRef('Foo')
class Foo(BaseModel):
a: int = 123
b: Optional[FooRef] = None
assert module.Foo().model_dump() == {'a': 123, 'b': None}
assert module.Foo(b={'a': '321'}).model_dump() == {'a': 123, 'b': {'a': 321, 'b': None}}
def test_self_forward_ref_collection(create_module):
@create_module
def module():
from pydantic import BaseModel
class Foo(BaseModel):
a: int = 123
b: 'Foo' = None
c: 'list[Foo]' = []
d: 'dict[str, Foo]' = {}
assert module.Foo().model_dump() == {'a': 123, 'b': None, 'c': [], 'd': {}}
assert module.Foo(b={'a': '321'}, c=[{'a': 234}], d={'bar': {'a': 345}}).model_dump() == {
'a': 123,
'b': {'a': 321, 'b': None, 'c': [], 'd': {}},
'c': [{'a': 234, 'b': None, 'c': [], 'd': {}}],
'd': {'bar': {'a': 345, 'b': None, 'c': [], 'd': {}}},
}
with pytest.raises(ValidationError) as exc_info:
module.Foo(b={'a': '321'}, c=[{'b': 234}], d={'bar': {'a': 345}})
# insert_assert(exc_info.value.errors(include_url=False))
assert exc_info.value.errors(include_url=False) == [
{
'type': 'model_type',
'loc': ('c', 0, 'b'),
'msg': 'Input should be a valid dictionary or instance of Foo',
'input': 234,
'ctx': {'class_name': 'Foo'},
}
]
assert repr(module.Foo.model_fields['a']) == 'FieldInfo(annotation=int, required=False, default=123)'
assert repr(module.Foo.model_fields['b']) == 'FieldInfo(annotation=Foo, required=False, default=None)'
if sys.version_info < (3, 10):
return
assert repr(module.Foo.model_fields['c']) == ('FieldInfo(annotation=list[Foo], required=False, default=[])')
assert repr(module.Foo.model_fields['d']) == ('FieldInfo(annotation=dict[str, Foo], required=False, default={})')
def test_self_forward_ref_local(create_module):
@create_module
def module():
from typing import ForwardRef
from pydantic import BaseModel
def main():
Foo = ForwardRef('Foo')
class Foo(BaseModel):
a: int = 123
b: Foo = None
return Foo
Foo = module.main()
assert Foo().model_dump() == {'a': 123, 'b': None}
assert Foo(b={'a': '321'}).model_dump() == {'a': 123, 'b': {'a': 321, 'b': None}}
def test_forward_ref_dataclass(create_module):
@create_module
def module():
from typing import Optional
from pydantic.dataclasses import dataclass
@dataclass
class MyDataclass:
a: int
b: Optional['MyDataclass'] = None
dc = module.MyDataclass(a=1, b={'a': 2, 'b': {'a': 3}})
assert dataclasses.asdict(dc) == {'a': 1, 'b': {'a': 2, 'b': {'a': 3, 'b': None}}}
def test_forward_ref_sub_types(create_module):
@create_module
def module():
from typing import ForwardRef, Union
from pydantic import BaseModel
class Leaf(BaseModel):
a: str
TreeType = Union[ForwardRef('Node'), Leaf]
class Node(BaseModel):
value: int
left: TreeType
right: TreeType
Node = module.Node
Leaf = module.Leaf
data = {'value': 3, 'left': {'a': 'foo'}, 'right': {'value': 5, 'left': {'a': 'bar'}, 'right': {'a': 'buzz'}}}
node = Node(**data)
assert isinstance(node.left, Leaf)
assert isinstance(node.right, Node)
def test_forward_ref_nested_sub_types(create_module):
@create_module
def module():
from typing import ForwardRef, Union
from pydantic import BaseModel
class Leaf(BaseModel):
a: str
TreeType = Union[Union[tuple[ForwardRef('Node'), str], int], Leaf]
class Node(BaseModel):
value: int
left: TreeType
right: TreeType
Node = module.Node
Leaf = module.Leaf
data = {
'value': 3,
'left': {'a': 'foo'},
'right': [{'value': 5, 'left': {'a': 'bar'}, 'right': {'a': 'buzz'}}, 'test'],
}
node = Node(**data)
assert isinstance(node.left, Leaf)
assert isinstance(node.right[0], Node)
def test_self_reference_json_schema(create_module):
@create_module
def module():
from pydantic import BaseModel
class Account(BaseModel):
name: str
subaccounts: list['Account'] = []
Account = module.Account
assert Account.model_json_schema() == {
'$ref': '#/$defs/Account',
'$defs': {
'Account': {
'title': 'Account',
'type': 'object',
'properties': {
'name': {'title': 'Name', 'type': 'string'},
'subaccounts': {
'title': 'Subaccounts',
'default': [],
'type': 'array',
'items': {'$ref': '#/$defs/Account'},
},
},
'required': ['name'],
}
},
}
def test_self_reference_json_schema_with_future_annotations(create_module):
module = create_module(
# language=Python
"""
from __future__ import annotations
from pydantic import BaseModel
class Account(BaseModel):
name: str
subaccounts: list[Account] = []
"""
)
Account = module.Account
assert Account.model_json_schema() == {
'$ref': '#/$defs/Account',
'$defs': {
'Account': {
'title': 'Account',
'type': 'object',
'properties': {
'name': {'title': 'Name', 'type': 'string'},
'subaccounts': {
'title': 'Subaccounts',
'default': [],
'type': 'array',
'items': {'$ref': '#/$defs/Account'},
},
},
'required': ['name'],
}
},
}
def test_circular_reference_json_schema(create_module):
@create_module
def module():
from pydantic import BaseModel
class Owner(BaseModel):
account: 'Account'
class Account(BaseModel):
name: str
owner: 'Owner'
subaccounts: list['Account'] = []
Account = module.Account
assert Account.model_json_schema() == {
'$ref': '#/$defs/Account',
'$defs': {
'Account': {
'title': 'Account',
'type': 'object',
'properties': {
'name': {'title': 'Name', 'type': 'string'},
'owner': {'$ref': '#/$defs/Owner'},
'subaccounts': {
'title': 'Subaccounts',
'default': [],
'type': 'array',
'items': {'$ref': '#/$defs/Account'},
},
},
'required': ['name', 'owner'],
},
'Owner': {
'title': 'Owner',
'type': 'object',
'properties': {'account': {'$ref': '#/$defs/Account'}},
'required': ['account'],
},
},
}
def test_circular_reference_json_schema_with_future_annotations(create_module):
module = create_module(
# language=Python
"""
from __future__ import annotations
from pydantic import BaseModel
class Owner(BaseModel):
account: Account
class Account(BaseModel):
name: str
owner: Owner
subaccounts: list[Account] = []
"""
)
Account = module.Account
assert Account.model_json_schema() == {
'$ref': '#/$defs/Account',
'$defs': {
'Account': {
'title': 'Account',
'type': 'object',
'properties': {
'name': {'title': 'Name', 'type': 'string'},
'owner': {'$ref': '#/$defs/Owner'},
'subaccounts': {
'title': 'Subaccounts',
'default': [],
'type': 'array',
'items': {'$ref': '#/$defs/Account'},
},
},
'required': ['name', 'owner'],
},
'Owner': {
'title': 'Owner',
'type': 'object',
'properties': {'account': {'$ref': '#/$defs/Account'}},
'required': ['account'],
},
},
}
def test_forward_ref_with_field(create_module):
@create_module
def module():
import re
from typing import ForwardRef
import pytest
from pydantic import BaseModel, Field
Foo = ForwardRef('Foo')
class Foo(BaseModel):
c: list[Foo] = Field(gt=0)
with pytest.raises(TypeError, match=re.escape("Unable to apply constraint 'gt' to supplied value []")):
Foo(c=[Foo(c=[])])
def test_forward_ref_optional(create_module):
module = create_module(
# language=Python
"""
from __future__ import annotations
from pydantic import BaseModel, Field
class Spec(BaseModel):
spec_fields: list[str] = Field(alias="fields")
filter: str | None = None
sort: str | None
class PSpec(Spec):
g: GSpec | None = None
class GSpec(Spec):
p: PSpec | None
# PSpec.model_rebuild()
class Filter(BaseModel):
g: GSpec | None = None
p: PSpec | None
"""
)
Filter = module.Filter
assert isinstance(Filter(p={'sort': 'some_field:asc', 'fields': []}), Filter)
def test_forward_ref_with_create_model(create_module):
@create_module
def module():
import pydantic
Sub = pydantic.create_model('Sub', foo=(str, 'bar'), __module__=__name__)
assert Sub # get rid of "local variable 'Sub' is assigned to but never used"
Main = pydantic.create_model('Main', sub=('Sub', ...), __module__=__name__)
instance = Main(sub={})
assert instance.sub.model_dump() == {'foo': 'bar'}
def test_resolve_forward_ref_dataclass(create_module):
module = create_module(
# language=Python
"""
from __future__ import annotations
from dataclasses import dataclass
from pydantic import BaseModel
from typing import Literal
@dataclass
class Base:
literal: Literal[1, 2]
class What(BaseModel):
base: Base
"""
)
m = module.What(base=module.Base(literal=1))
assert m.base.literal == 1
def test_nested_forward_ref():
class NestedTuple(BaseModel):
x: tuple[int, Optional['NestedTuple']]
obj = NestedTuple.model_validate({'x': ('1', {'x': ('2', {'x': ('3', None)})})})
assert obj.model_dump() == {'x': (1, {'x': (2, {'x': (3, None)})})}
def test_discriminated_union_forward_ref(create_module):
@create_module
def module():
from typing import Literal, Union
from pydantic import BaseModel, Field
class Pet(BaseModel):
pet: Union['Cat', 'Dog'] = Field(discriminator='type')
class Cat(BaseModel):
type: Literal['cat']
class Dog(BaseModel):
type: Literal['dog']
assert module.Pet.__pydantic_complete__ is False
with pytest.raises(
ValidationError,
match="Input tag 'pika' found using 'type' does not match any of the expected tags: 'cat', 'dog'",
):
module.Pet.model_validate({'pet': {'type': 'pika'}})
# Ensure the rebuild has happened automatically despite validation failure
assert module.Pet.__pydantic_complete__ is True
# insert_assert(module.Pet.model_json_schema())
assert module.Pet.model_json_schema() == {
'title': 'Pet',
'required': ['pet'],
'type': 'object',
'properties': {
'pet': {
'title': 'Pet',
'discriminator': {'mapping': {'cat': '#/$defs/Cat', 'dog': '#/$defs/Dog'}, 'propertyName': 'type'},
'oneOf': [{'$ref': '#/$defs/Cat'}, {'$ref': '#/$defs/Dog'}],
}
},
'$defs': {
'Cat': {
'title': 'Cat',
'type': 'object',
'properties': {'type': {'const': 'cat', 'title': 'Type', 'type': 'string'}},
'required': ['type'],
},
'Dog': {
'title': 'Dog',
'type': 'object',
'properties': {'type': {'const': 'dog', 'title': 'Type', 'type': 'string'}},
'required': ['type'],
},
},
}
def test_class_var_as_string(create_module):
module = create_module(
# language=Python
"""
from __future__ import annotations
from typing import Annotated, ClassVar, ClassVar as CV
from pydantic import BaseModel
class Model(BaseModel):
a: ClassVar[int]
_b: ClassVar[int]
_c: ClassVar[Forward]
_d: Annotated[ClassVar[int], ...]
_e: CV[int]
_f: Annotated[CV[int], ...]
# Doesn't work as of today:
# _g: CV[Forward]
Forward = int
"""
)
assert module.Model.__class_vars__ == {'a', '_b', '_c', '_d', '_e', '_f'}
assert module.Model.__private_attributes__ == {}
def test_private_attr_annotation_not_evaluated() -> None:
class Model(BaseModel):
_a: 'UnknownAnnotation'
assert '_a' in Model.__private_attributes__
def test_json_encoder_str(create_module):
module = create_module(
# language=Python
"""
from pydantic import BaseModel, ConfigDict, field_serializer
class User(BaseModel):
x: str
FooUser = User
class User(BaseModel):
y: str
class Model(BaseModel):
foo_user: FooUser
user: User
@field_serializer('user')
def serialize_user(self, v):
return f'User({v.y})'
"""
)
m = module.Model(foo_user={'x': 'user1'}, user={'y': 'user2'})
# TODO: How can we replicate this custom-encoder functionality without affecting the serialization of `User`?
assert m.model_dump_json() == '{"foo_user":{"x":"user1"},"user":"User(user2)"}'
def test_pep585_self_referencing_generics(create_module):
module = create_module(
# language=Python
"""
from __future__ import annotations
from pydantic import BaseModel
class SelfReferencing(BaseModel):
names: list[SelfReferencing] # noqa: F821
"""
)
SelfReferencing = module.SelfReferencing
if sys.version_info >= (3, 10):
assert (
repr(SelfReferencing.model_fields['names']) == 'FieldInfo(annotation=list[SelfReferencing], required=True)'
)
# test that object creation works
obj = SelfReferencing(names=[SelfReferencing(names=[])])
assert obj.names == [SelfReferencing(names=[])]
def test_pep585_recursive_generics(create_module):
@create_module
def module():
from typing import ForwardRef
from pydantic import BaseModel
HeroRef = ForwardRef('Hero')
class Team(BaseModel):
name: str
heroes: list[HeroRef]
class Hero(BaseModel):
name: str
teams: list[Team]
Team.model_rebuild()
assert repr(module.Team.model_fields['heroes']) == 'FieldInfo(annotation=list[Hero], required=True)'
assert repr(module.Hero.model_fields['teams']) == 'FieldInfo(annotation=list[Team], required=True)'
h = module.Hero(name='Ivan', teams=[module.Team(name='TheBest', heroes=[])])
# insert_assert(h.model_dump())
assert h.model_dump() == {'name': 'Ivan', 'teams': [{'name': 'TheBest', 'heroes': []}]}
def test_class_var_forward_ref(create_module):
# see #3679
create_module(
# language=Python
"""
from __future__ import annotations
from typing import ClassVar
from pydantic import BaseModel
class WithClassVar(BaseModel):
Instances: ClassVar[dict[str, WithClassVar]] = {}
"""
)
def test_recursive_model(create_module):
module = create_module(
# language=Python
"""
from __future__ import annotations
from typing import Optional
from pydantic import BaseModel
class Foobar(BaseModel):
x: int
y: Optional[Foobar] = None
"""
)
f = module.Foobar(x=1, y={'x': 2})
assert f.model_dump() == {'x': 1, 'y': {'x': 2, 'y': None}}
assert f.model_fields_set == {'x', 'y'}
assert f.y.model_fields_set == {'x'}
@pytest.mark.skipif(sys.version_info < (3, 10), reason='needs 3.10 or newer')
def test_recursive_models_union(create_module):
# This test should pass because PydanticRecursiveRef.__or__ is implemented,
# not because `eval_type_backport` magically makes `|` work,
# since it's installed for tests but otherwise optional.
sys.modules['eval_type_backport'] = None # type: ignore
try:
module = create_module(
# language=Python
"""
from __future__ import annotations
from pydantic import BaseModel
from typing import TypeVar, Generic
T = TypeVar("T")
class Foo(BaseModel):
bar: Bar[str] | None = None
bar2: int | Bar[float]
class Bar(BaseModel, Generic[T]):
foo: Foo
Foo.model_rebuild()
"""
)
finally:
del sys.modules['eval_type_backport']
assert module.Foo.model_fields['bar'].annotation == typing.Optional[module.Bar[str]]
assert module.Foo.model_fields['bar2'].annotation == typing.Union[int, module.Bar[float]]
assert module.Bar.model_fields['foo'].annotation == module.Foo
def test_recursive_models_union_backport(create_module):
module = create_module(
# language=Python
"""
from __future__ import annotations
from pydantic import BaseModel
from typing import TypeVar, Generic
T = TypeVar("T")
class Foo(BaseModel):
bar: Bar[str] | None = None
# The `int | str` here differs from the previous test and requires the backport.
# At the same time, `PydanticRecursiveRef.__or__` means that the second `|` works normally,
# which actually triggered a bug in the backport that needed fixing.
bar2: int | str | Bar[float]
class Bar(BaseModel, Generic[T]):
foo: Foo
Foo.model_rebuild()
"""
)
assert module.Foo.model_fields['bar'].annotation == typing.Optional[module.Bar[str]]
assert module.Foo.model_fields['bar2'].annotation == typing.Union[int, str, module.Bar[float]]
assert module.Bar.model_fields['foo'].annotation == module.Foo
def test_force_rebuild():
class Foobar(BaseModel):
b: int
assert Foobar.__pydantic_complete__ is True
assert Foobar.model_rebuild() is None
assert Foobar.model_rebuild(force=True) is True
def test_rebuild_subclass_of_built_model():
class Model(BaseModel):
x: int
class FutureReferencingModel(Model):
y: 'FutureModel'
class FutureModel(BaseModel):
pass
FutureReferencingModel.model_rebuild()
assert FutureReferencingModel(x=1, y=FutureModel()).model_dump() == {'x': 1, 'y': {}}
def test_nested_annotation(create_module):
module = create_module(
# language=Python
"""
from __future__ import annotations
from pydantic import BaseModel
def nested():
class Foo(BaseModel):
a: int
class Bar(BaseModel):
b: Foo
return Bar
"""
)
bar_model = module.nested()
assert bar_model.__pydantic_complete__ is True
assert bar_model(b={'a': 1}).model_dump() == {'b': {'a': 1}}
def test_nested_more_annotation(create_module):
@create_module
def module():
from pydantic import BaseModel
def nested():
class Foo(BaseModel):
a: int
def more_nested():
class Bar(BaseModel):
b: 'Foo'
return Bar
return more_nested()
bar_model = module.nested()
# this does not work because Foo is in a parent scope
assert bar_model.__pydantic_complete__ is False
def test_nested_annotation_priority(create_module):
@create_module
def module():
from typing import Annotated
from annotated_types import Gt
from pydantic import BaseModel
Foobar = Annotated[int, Gt(0)] # noqa: F841
def nested():
Foobar = Annotated[int, Gt(10)]
class Bar(BaseModel):
b: 'Foobar'
return Bar
bar_model = module.nested()
assert bar_model.model_fields['b'].metadata[0].gt == 10
assert bar_model(b=11).model_dump() == {'b': 11}
with pytest.raises(ValidationError, match=r'Input should be greater than 10 \[type=greater_than,'):
bar_model(b=1)
def test_nested_model_rebuild(create_module):
@create_module
def module():
from pydantic import BaseModel
def nested():
class Bar(BaseModel):
b: 'Foo'
class Foo(BaseModel):
a: int
assert Bar.__pydantic_complete__ is False
Bar.model_rebuild()
return Bar
bar_model = module.nested()
assert bar_model.__pydantic_complete__ is True
assert bar_model(b={'a': 1}).model_dump() == {'b': {'a': 1}}
def pytest_raises_user_error_for_undefined_type(defining_class_name, missing_type_name):
"""
Returns a `pytest.raises` context manager that checks the error message when an undefined type is present.
usage: `with pytest_raises_user_error_for_undefined_type(class_name='Foobar', missing_class_name='UndefinedType'):`
"""
return pytest.raises(
PydanticUserError,
match=re.escape(
f'`{defining_class_name}` is not fully defined; you should define `{missing_type_name}`, then call'
f' `{defining_class_name}.model_rebuild()`.'
),
)
# NOTE: the `undefined_types_warning` tests below are "statically parameterized" (i.e. have Duplicate Code).
# The initial attempt to refactor them into a single parameterized test was not straightforward due to the use of the
# `create_module` fixture and the requirement that `from __future__ import annotations` be the first line in a module.
#
# Test Parameters:
# 1. config setting: (1a) default behavior vs (1b) overriding with Config setting:
# 2. type checking approach: (2a) `from __future__ import annotations` vs (2b) `ForwardRef`
#
# The parameter tags "1a", "1b", "2a", and "2b" are used in the test names below, to indicate which combination
# of conditions the test is covering.
def test_undefined_types_warning_1a_raised_by_default_2a_future_annotations(create_module):
with pytest_raises_user_error_for_undefined_type(defining_class_name='Foobar', missing_type_name='UndefinedType'):
create_module(
# language=Python
"""
from __future__ import annotations
from pydantic import BaseModel
class Foobar(BaseModel):
a: UndefinedType
# Trigger the error for an undefined type:
Foobar(a=1)
"""
)
def test_undefined_types_warning_1a_raised_by_default_2b_forward_ref(create_module):
with pytest_raises_user_error_for_undefined_type(defining_class_name='Foobar', missing_type_name='UndefinedType'):
@create_module
def module():
from typing import ForwardRef
from pydantic import BaseModel
UndefinedType = ForwardRef('UndefinedType')
class Foobar(BaseModel):
a: UndefinedType
# Trigger the error for an undefined type
Foobar(a=1)
def test_undefined_types_warning_1b_suppressed_via_config_2a_future_annotations(create_module):
module = create_module(
# language=Python
"""
from __future__ import annotations
from pydantic import BaseModel
# Because we don't instantiate the type, no error for an undefined type is raised
class Foobar(BaseModel):
a: UndefinedType
"""
)
# Since we're testing the absence of an error, it's important to confirm pydantic was actually run.
# The presence of the `__pydantic_complete__` is a good indicator of this.
assert module.Foobar.__pydantic_complete__ is False
def test_undefined_types_warning_1b_suppressed_via_config_2b_forward_ref(create_module):
@create_module
def module():
from typing import ForwardRef
from pydantic import BaseModel
UndefinedType = ForwardRef('UndefinedType')
# Because we don't instantiate the type, no error for an undefined type is raised
class Foobar(BaseModel):
a: UndefinedType
# Since we're testing the absence of a warning, it's important to confirm pydantic was actually run.
# The presence of the `__pydantic_complete__` is a good indicator of this.
assert module.Foobar.__pydantic_complete__ is False
def test_undefined_types_warning_raised_by_usage(create_module):
with pytest_raises_user_error_for_undefined_type('Foobar', 'UndefinedType'):
@create_module
def module():
from typing import ForwardRef
from pydantic import BaseModel
UndefinedType = ForwardRef('UndefinedType')
class Foobar(BaseModel):
a: UndefinedType
Foobar(a=1)
def test_rebuild_recursive_schema():
from typing import ForwardRef
class Expressions_(BaseModel):
model_config = dict(undefined_types_warning=False)
items: list["types['Expression']"]
class Expression_(BaseModel):
model_config = dict(undefined_types_warning=False)
Or: ForwardRef("types['allOfExpressions']")
Not: ForwardRef("types['allOfExpression']")
class allOfExpression_(BaseModel):
model_config = dict(undefined_types_warning=False)
Not: ForwardRef("types['Expression']")
class allOfExpressions_(BaseModel):
model_config = dict(undefined_types_warning=False)
items: list["types['Expression']"]
types_namespace = {
'types': {
'Expression': Expression_,
'Expressions': Expressions_,
'allOfExpression': allOfExpression_,
'allOfExpressions': allOfExpressions_,
}
}
models = [allOfExpressions_, Expressions_]
for m in models:
m.model_rebuild(_types_namespace=types_namespace)
def test_forward_ref_in_generic(create_module: Any) -> None:
"""https://github.com/pydantic/pydantic/issues/6503"""
@create_module
def module():
from pydantic import BaseModel
class Foo(BaseModel):
x: dict['type[Bar]', type['Bar']]
class Bar(BaseModel):
pass
Foo = module.Foo
Bar = module.Bar
assert Foo(x={Bar: Bar}).x[Bar] is Bar
def test_forward_ref_in_generic_separate_modules(create_module: Any) -> None:
"""https://github.com/pydantic/pydantic/issues/6503"""
@create_module
def module_1():
from pydantic import BaseModel
class Foo(BaseModel):
x: dict['type[Bar]', type['Bar']]
@create_module
def module_2():
from pydantic import BaseModel
class Bar(BaseModel):
pass
Foo = module_1.Foo
Bar = module_2.Bar
Foo.model_rebuild(_types_namespace={'tp': typing, 'Bar': Bar})
assert Foo(x={Bar: Bar}).x[Bar] is Bar
def test_invalid_forward_ref() -> None:
class CustomType:
"""A custom type that isn't subscriptable."""
msg = "Unable to evaluate type annotation 'CustomType[int]'."
with pytest.raises(TypeError, match=re.escape(msg)):
class Model(BaseModel):
foo: 'CustomType[int]'
def test_pydantic_extra_forward_ref_separate_module(create_module: Any) -> None:
"""https://github.com/pydantic/pydantic/issues/10069"""
@create_module
def module_1():
from pydantic import BaseModel, ConfigDict
class Bar(BaseModel):
model_config = ConfigDict(defer_build=True, extra='allow')
__pydantic_extra__: 'dict[str, int]'
module_2 = create_module(
f"""
from pydantic import BaseModel
from {module_1.__name__} import Bar
class Foo(BaseModel):
bar: Bar
"""
)
extras_schema = module_2.Foo.__pydantic_core_schema__['schema']['fields']['bar']['schema']['schema'][
'extras_schema'
]
assert extras_schema == {'type': 'int'}
@pytest.mark.xfail(
reason='While `get_cls_type_hints` uses the correct module ns for each base, `collect_model_fields` '
'will still use the `FieldInfo` instances from each base (see the `parent_fields_lookup` logic). '
'This means that `f` is still a forward ref in `Foo.model_fields`, and it gets evaluated in '
'`GenerateSchema._model_schema`, where only the module of `Foo` is considered.'
)
def test_uses_the_correct_globals_to_resolve_model_forward_refs(create_module):
@create_module
def module_1():
from pydantic import BaseModel
class Bar(BaseModel):
f: 'A'
A = int
module_2 = create_module(
f"""
from {module_1.__name__} import Bar
A = str
class Foo(Bar):
pass
"""
)
assert module_2.Foo.model_fields['f'].annotation is int
@pytest.mark.xfail(
reason='We should keep a reference to the parent frame, not `f_locals`. '
"It's probably only reasonable to support this in Python 3.14 with PEP 649."
)
def test_can_resolve_forward_refs_in_parent_frame_after_class_definition():
def func():
class Model(BaseModel):
a: 'A'
class A(BaseModel):
pass
return Model
Model = func()
Model.model_rebuild()
def test_uses_correct_global_ns_for_type_defined_in_separate_module(create_module):
@create_module
def module_1():
from dataclasses import dataclass
@dataclass
class Bar:
f: 'A'
A = int
module_2 = create_module(
f"""
from pydantic import BaseModel
from {module_1.__name__} import Bar
A = str
class Foo(BaseModel):
bar: Bar
"""
)
module_2.Foo(bar={'f': 1})
def test_preserve_evaluated_attribute_of_parent_fields(create_module):
"""https://github.com/pydantic/pydantic/issues/11663"""
@create_module
def module_1():
from pydantic import BaseModel
class Child(BaseModel):
parent: 'Optional[Parent]' = None
class Parent(BaseModel):
child: list[Child] = []
module_1 = create_module(
f"""
from {module_1.__name__} import Child, Parent
from typing import Optional
Child.model_rebuild()
class SubChild(Child):
pass
assert SubChild.__pydantic_fields_complete__
SubChild()
"""
)
@pytest.mark.skipif(
sys.version_info < (3, 11),
reason=(
'Forward refs inside PEP 585 generics are not evaluated (see https://github.com/python/cpython/pull/30900).'
),
)
def test_forward_ref_in_class_parameter() -> None:
"""https://github.com/pydantic/pydantic/issues/11854, https://github.com/pydantic/pydantic/issues/11920"""
T = TypeVar('T')
class Model(BaseModel, Generic[T]):
f: T = Field(json_schema_extra={'extra': 'value'})
M = Model[list['Undefined']]
assert not M.__pydantic_fields_complete__
M.model_rebuild(_types_namespace={'Undefined': int})
assert M.__pydantic_fields_complete__
assert M.model_fields['f'].annotation == list[int]
assert M.model_fields['f'].json_schema_extra == {'extra': 'value'}
def test_uses_the_local_namespace_when_generating_schema():
def func():
A = int
class Model(BaseModel):
__pydantic_extra__: 'dict[str, A]'
model_config = {'defer_build': True, 'extra': 'allow'}
return Model
Model = func()
A = str # noqa: F841
Model.model_rebuild()
Model(extra_value=1)
def test_uses_the_correct_globals_to_resolve_dataclass_forward_refs(create_module):
@create_module
def module_1():
from dataclasses import dataclass
A = int
@dataclass
class DC1:
a: 'A'
module_2 = create_module(f"""
from dataclasses import dataclass
from pydantic import BaseModel
from {module_1.__name__} import DC1
A = str
@dataclass
class DC2(DC1):
b: 'A'
class Model(BaseModel):
dc: DC2
""")
Model = module_2.Model
Model(dc=dict(a=1, b='not_an_int'))
@pytest.mark.skipif(sys.version_info < (3, 12), reason='Requires PEP 695 syntax')
def test_class_locals_are_kept_during_schema_generation(create_module):
create_module(
"""
from pydantic import BaseModel
class Model(BaseModel):
type Test = int
a: 'Test | Forward'
Forward = str
Model.model_rebuild()
"""
)
def test_validate_call_does_not_override_the_global_ns_with_the_local_ns_where_it_is_used(create_module):
from pydantic import validate_call
@create_module
def module_1():
A = int
def func(a: 'A'):
pass
def inner():
A = str # noqa: F841
from module_1 import func
func_val = validate_call(func)
func_val(a=1)
def test_uses_the_correct_globals_to_resolve_forward_refs_on_serializers(create_module):
# Note: unlike `test_uses_the_correct_globals_to_resolve_model_forward_refs`,
# we use the globals of the underlying func to resolve the return type.
@create_module
def module_1():
from typing import Annotated
from pydantic import (
BaseModel,
PlainSerializer, # or WrapSerializer
field_serializer, # or model_serializer, computed_field
)
MyStr = str
def ser_func(value) -> 'MyStr':
return str(value)
class Model(BaseModel):
a: int
b: Annotated[int, PlainSerializer(ser_func)]
@field_serializer('a')
def ser(self, value) -> 'MyStr':
return str(self.a)
class Sub(module_1.Model):
pass
Sub.model_rebuild()
def test_type_adapter_uses_function_module_namespace_and_parent_namespace(create_module):
"""https://github.com/pydantic/pydantic/issues/12165"""
@create_module
def module_1():
Int = int
def func(a: 'Int', b: 'MyInt'):
return (a, b)
module_2 = create_module(
f"""
from {module_1.__name__} import func
from pydantic import TypeAdapter
MyInt = int
ta = TypeAdapter(func)
"""
)
assert module_2.ta.validate_python({'a': '1', 'b': '2'}) == (1, 2)
@pytest.mark.skipif(sys.version_info < (3, 12), reason='Test related to PEP 695 syntax.')
def test_type_adapter_uses_function_type_params_namespace(create_module):
"""Relevant to https://github.com/pydantic/pydantic/issues/12165"""
module_1 = create_module(
"""
Int = int
def func[T](a: 'Int', b: 'T'):
return (a, b)
"""
)
module_2 = create_module(
f"""
from {module_1.__name__} import func
from pydantic import TypeAdapter
MyInt = int
ta = TypeAdapter(func)
"""
)
assert module_2.ta.validate_python({'a': '1', 'b': True}) == (1, True)
@pytest.mark.xfail(reason='parent namespace is used for every type in `NsResolver`, for backwards compatibility.')
def test_do_not_use_parent_ns_when_outside_the_function(create_module):
@create_module
def module_1():
import dataclasses
from pydantic import BaseModel
@dataclasses.dataclass
class A:
a: 'Model' # shouldn't resolve
b: 'Test' # same
def inner():
Test = int # noqa: F841
class Model(BaseModel, A):
pass
return Model
ReturnedModel = inner() # noqa: F841
assert module_1.ReturnedModel.__pydantic_complete__ is False
# Tests related to forward annotations evaluation coupled with PEP 695 generic syntax:
@pytest.mark.skipif(sys.version_info < (3, 12), reason='Test related to PEP 695 syntax.')
def test_pep695_generics_syntax_base_model(create_module) -> None:
mod_1 = create_module(
"""
from pydantic import BaseModel
class Model[T](BaseModel):
t: 'T'
"""
)
assert mod_1.Model[int].model_fields['t'].annotation is int
@pytest.mark.skipif(sys.version_info < (3, 12), reason='Test related to PEP 695 syntax.')
def test_pep695_generics_syntax_arbitrary_class(create_module) -> None:
mod_1 = create_module(
"""
from typing import TypedDict
class TD[T](TypedDict):
t: 'T'
"""
)
with pytest.raises(ValidationError):
TypeAdapter(mod_1.TD[str]).validate_python({'t': 1})
@pytest.mark.skipif(sys.version_info < (3, 12), reason='Test related to PEP 695 syntax.')
def test_pep695_generics_class_locals_take_priority(create_module) -> None:
# As per https://github.com/python/cpython/pull/120272
mod_1 = create_module(
"""
from pydantic import BaseModel
class Model[T](BaseModel):
type T = int
t: 'T'
"""
)
# 'T' should resolve to the `TypeAliasType` instance, not the type variable:
assert mod_1.Model[int].model_fields['t'].annotation.__value__ is int
@pytest.mark.skipif(sys.version_info < (3, 12), reason='Test related to PEP 695 syntax.')
def test_annotation_scope_skipped(create_module) -> None:
# Documentation:
# https://docs.python.org/3/reference/executionmodel.html#annotation-scopes
# https://docs.python.org/3/reference/compound_stmts.html#generic-classes
# Under the hood, `parent_frame_namespace` skips the annotation scope so that
# we still properly fetch the namespace of `func` containing `Alias`.
mod_1 = create_module(
"""
from pydantic import BaseModel
def func() -> None:
Alias = int
class Model[T](BaseModel):
a: 'Alias'
return Model
Model = func()
"""
)
assert mod_1.Model.model_fields['a'].annotation is int
@pytest.mark.skipif(
platform.python_implementation() == 'PyPy' and sys.version_info < (3, 11),
reason='Flaky on PyPy',
)
def test_implicit_type_alias_recursive_error_message() -> None:
Json = list['Json']
with pytest.raises(RecursionError, match='.*If you made use of an implicit recursive type alias.*'):
TypeAdapter(Json)
def test_none_converted_as_none_type() -> None:
"""https://github.com/pydantic/pydantic/issues/12368.
In Python 3.14, `None` was not converted as `type(None)` by `typing._eval_type()`.
"""
class Model(BaseModel):
a: 'None' = None
assert Model.model_fields['a'].annotation is type(None)
assert Model(a=None).a is None
def test_typeddict_parent_from_other_module(create_module) -> None:
"""https://github.com/pydantic/pydantic/issues/12421."""
@create_module
def mod_1():
from typing_extensions import TypedDict
Int = int
class Base(TypedDict):
f: 'Int'
mod_2 = create_module(
f"""
from {mod_1.__name__} import Base
class Sub(Base):
pass
"""
)
ta = TypeAdapter(mod_2.Sub)
assert ta.validate_python({'f': '1'}) == {'f': 1}
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