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🐛 Fix alias
support for Pydantic v2
#1577
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Original file line number | Diff line number | Diff line change |
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from typing import Type, Union | ||
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import pytest | ||
from pydantic import VERSION, BaseModel, ValidationError | ||
from pydantic import Field as PField | ||
from sqlmodel import Field, SQLModel | ||
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from tests.conftest import needs_pydanticv1, needs_pydanticv2 | ||
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""" | ||
Alias tests for SQLModel and Pydantic compatibility | ||
""" | ||
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class PydanticUser(BaseModel): | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. We should think whether we want to keep parameterizing tests with Pydantic models. If it's useful to keep this parametrization in repo? 🤔 There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Personally, I think it’s useful to keep the parametrization for now, since it acts as a kind of integration test between the two libraries. |
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full_name: str = PField(alias="fullName") | ||
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class SQLModelUser(SQLModel): | ||
full_name: str = Field(alias="fullName") | ||
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# Models with config (validate_by_name=True) | ||
if VERSION.startswith("2."): | ||
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class PydanticUserWithConfig(PydanticUser): | ||
model_config = {"validate_by_name": True} | ||
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class SQLModelUserWithConfig(SQLModelUser): | ||
model_config = {"validate_by_name": True} | ||
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else: | ||
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class PydanticUserWithConfig(PydanticUser): | ||
class Config: | ||
allow_population_by_field_name = True | ||
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class SQLModelUserWithConfig(SQLModelUser): | ||
class Config: | ||
allow_population_by_field_name = True | ||
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@pytest.mark.parametrize("model", [PydanticUser, SQLModelUser]) | ||
def test_create_with_field_name(model: Union[Type[PydanticUser], Type[SQLModelUser]]): | ||
with pytest.raises(ValidationError): | ||
model(full_name="Alice") | ||
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@pytest.mark.parametrize("model", [PydanticUserWithConfig, SQLModelUserWithConfig]) | ||
def test_create_with_field_name_with_config( | ||
model: Union[Type[PydanticUserWithConfig], Type[SQLModelUserWithConfig]], | ||
): | ||
user = model(full_name="Alice") | ||
assert user.full_name == "Alice" | ||
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@pytest.mark.parametrize( | ||
"model", | ||
[PydanticUser, SQLModelUser, PydanticUserWithConfig, SQLModelUserWithConfig], | ||
) | ||
def test_create_with_alias( | ||
model: Union[ | ||
Type[PydanticUser], | ||
Type[SQLModelUser], | ||
Type[PydanticUserWithConfig], | ||
Type[SQLModelUserWithConfig], | ||
], | ||
): | ||
user = model(fullName="Bob") # using alias | ||
assert user.full_name == "Bob" | ||
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@pytest.mark.parametrize("model", [PydanticUserWithConfig, SQLModelUserWithConfig]) | ||
def test_create_with_both_prefers_alias( | ||
model: Union[Type[PydanticUserWithConfig], Type[SQLModelUserWithConfig]], | ||
): | ||
user = model(full_name="IGNORED", fullName="Charlie") | ||
assert user.full_name == "Charlie" # alias should take precedence | ||
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@pytest.mark.parametrize("model", [PydanticUser, SQLModelUser]) | ||
def test_dict_default_uses_field_names( | ||
model: Union[Type[PydanticUser], Type[SQLModelUser]], | ||
): | ||
user = model(fullName="Dana") | ||
if VERSION.startswith("2.") or isinstance(user, SQLModel): | ||
data = user.model_dump() | ||
else: | ||
data = user.dict() | ||
assert "full_name" in data | ||
assert "fullName" not in data | ||
assert data["full_name"] == "Dana" | ||
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@pytest.mark.parametrize("model", [PydanticUser, SQLModelUser]) | ||
def test_dict_by_alias_uses_aliases( | ||
model: Union[Type[PydanticUser], Type[SQLModelUser]], | ||
): | ||
user = model(fullName="Dana") | ||
if VERSION.startswith("2.") or isinstance(user, SQLModel): | ||
data = user.model_dump(by_alias=True) | ||
else: | ||
data = user.dict(by_alias=True) | ||
assert "fullName" in data | ||
assert "full_name" not in data | ||
assert data["fullName"] == "Dana" | ||
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@pytest.mark.parametrize("model", [PydanticUser, SQLModelUser]) | ||
def test_json_by_alias( | ||
model: Union[Type[PydanticUser], Type[SQLModelUser]], | ||
): | ||
user = model(fullName="Frank") | ||
if VERSION.startswith("2."): | ||
json_data = user.model_dump_json(by_alias=True) | ||
else: | ||
json_data = user.json(by_alias=True) | ||
assert ('"fullName":"Frank"' in json_data) or ('"fullName": "Frank"' in json_data) | ||
assert "full_name" not in json_data | ||
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if VERSION.startswith("2."): | ||
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class PydanticUserV2(BaseModel): | ||
first_name: str = PField( | ||
validation_alias="firstName", serialization_alias="f_name" | ||
) | ||
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class SQLModelUserV2(SQLModel): | ||
first_name: str = Field( | ||
validation_alias="firstName", serialization_alias="f_name" | ||
) | ||
else: | ||
# Dummy classes for Pydantic v1 to prevent import errors | ||
PydanticUserV2 = None | ||
SQLModelUserV2 = None | ||
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@needs_pydanticv1 | ||
def test_validation_alias_runtimeerror_pydantic_v1(): | ||
with pytest.raises( | ||
RuntimeError, match="validation_alias is not supported in Pydantic v1" | ||
): | ||
Field(validation_alias="foo") | ||
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@needs_pydanticv1 | ||
def test_serialization_alias_runtimeerror_pydantic_v1(): | ||
with pytest.raises( | ||
RuntimeError, match="serialization_alias is not supported in Pydantic v1" | ||
): | ||
Field(serialization_alias="bar") | ||
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@needs_pydanticv2 | ||
@pytest.mark.parametrize("model", [PydanticUserV2, SQLModelUserV2]) | ||
def test_create_with_validation_alias( | ||
model: Union[Type[PydanticUserV2], Type[SQLModelUserV2]], | ||
): | ||
user = model(firstName="John") | ||
assert user.first_name == "John" | ||
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@needs_pydanticv2 | ||
@pytest.mark.parametrize("model", [PydanticUserV2, SQLModelUserV2]) | ||
def test_serialize_with_serialization_alias( | ||
model: Union[Type[PydanticUserV2], Type[SQLModelUserV2]], | ||
): | ||
user = model(firstName="Jane") | ||
data = user.model_dump(by_alias=True) | ||
assert "f_name" in data | ||
assert "firstName" not in data | ||
assert "first_name" not in data | ||
assert data["f_name"] == "Jane" | ||
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@needs_pydanticv2 | ||
def test_schema_extra_validation_alias_sqlmodel_v2(): | ||
class M(SQLModel): | ||
f: str = Field(schema_extra={"validation_alias": "f_alias"}) | ||
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m = M.model_validate({"f_alias": "asd"}) | ||
assert m.f == "asd" | ||
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@needs_pydanticv2 | ||
def test_schema_extra_serialization_alias_sqlmodel_v2(): | ||
class M(SQLModel): | ||
f: str = Field(schema_extra={"serialization_alias": "f_out"}) | ||
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m = M(f="x") | ||
data = m.model_dump(by_alias=True) | ||
assert "f_out" in data | ||
assert "f" not in data | ||
assert data["f_out"] == "x" | ||
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@needs_pydanticv1 | ||
def test_schema_extra_validation_alias_runtimeerror_pydantic_v1(): | ||
with pytest.raises( | ||
RuntimeError, match="validation_alias is not supported in Pydantic v1" | ||
): | ||
Field(schema_extra={"validation_alias": "x"}) | ||
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@needs_pydanticv1 | ||
def test_schema_extra_serialization_alias_runtimeerror_pydantic_v1(): | ||
with pytest.raises( | ||
RuntimeError, match="serialization_alias is not supported in Pydantic v1" | ||
): | ||
Field(schema_extra={"serialization_alias": "y"}) | ||
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@needs_pydanticv2 | ||
def test_alias_plus_validation_alias_prefers_validation_alias_sqlmodel_v2(): | ||
class M(SQLModel): | ||
first_name: str = Field(alias="fullName", validation_alias="v_name") | ||
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m = M.model_validate({"fullName": "A", "v_name": "B"}) | ||
assert m.first_name == "B" | ||
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@needs_pydanticv2 | ||
def test_alias_plus_serialization_alias_prefers_serialization_alias_sqlmodel_v2(): | ||
class M(SQLModel): | ||
first_name: str = Field(alias="fullName", serialization_alias="f_name") | ||
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m = M(fullName="Z") | ||
data = m.model_dump(by_alias=True) | ||
assert "f_name" in data | ||
assert "fullName" not in data | ||
assert data["f_name"] == "Z" | ||
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@needs_pydanticv2 | ||
def test_alias_generator_works_sqlmodel_v2(): | ||
class M(SQLModel): | ||
model_config = {"alias_generator": lambda s: "gen_" + s} | ||
f: str = Field() | ||
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m = M.model_validate({"gen_f": "ok"}) | ||
assert m.f == "ok" | ||
data = m.model_dump(by_alias=True) | ||
assert "gen_f" in data and data["gen_f"] == "ok" | ||
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@needs_pydanticv2 | ||
def test_alias_generator_with_explicit_alias_prefers_field_alias_sqlmodel_v2(): | ||
class M(SQLModel): | ||
model_config = {"alias_generator": lambda s: "gen_" + s} | ||
f: str = Field(alias="custom") | ||
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m = M.model_validate({"custom": "ok"}) | ||
assert m.f == "ok" | ||
data = m.model_dump(by_alias=True) | ||
assert "custom" in data and "gen_f" not in data |
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Pydantic's
validation_alias
type annotation is wider (validation_alias: str | AliasPath | AliasChoices | None
), but I think it's fine if we only supportstr
for now and extend it laterThere was a problem hiding this comment.
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I don't have a strong preference on this.