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Problem with the metadata field (NameError: Field name "metadata" shadows a BaseModel attribute; use a different field name with "alias='metadata'".) #290
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on Mar 29, 2022 I have found the solution using the sa_column argument for the Field class, but the alias argument in the SQLModel class should work.
example code.
metadata_: Optional[str] = Field(sa_column=Column("metadata", String, default=None))Reacted by Marcelo Huerta, ChouUn, Jonas, Didi Ruhyadi, x.hw, Alex Kosh, Tang Ziya, Philip Nicolcev and Thomas GardnerReacted by r35p3ct and Thomas GardnerWould this problem be fixed? Do we have any walkaround for
metadata's validation/serialization currently?Would this problem be fixed? Do we have any walkaround for
metadata's validation/serialization currently?Some research
from pydantic import BaseModel from pydantic import Field as PydanticField from sqlmodel import Field, SQLModel class PydanticModelWithPydanticField(BaseModel): metadata_: str = PydanticField(alias="metadata") class PydanticModelWithSQLModelField(BaseModel): metadata_: str = Field(alias="metadata") class SQLModelWithPydanticField(SQLModel): metadata_: str = PydanticField(alias="metadata") class SQLModelWithSQLModelField(SQLModel): metadata_: str = Field(alias="metadata") if __name__ == "__main__": try: sql_model_no_suffix = SQLModelWithSQLModelField(metadata="metadata") print(f'{sql_model_no_suffix.model_dump(by_alias=False)=}') print(f'{sql_model_no_suffix.model_dump(by_alias=True)=}') except Exception as e: print(f'{e=}') sql_model_with_suffix = SQLModelWithSQLModelField(metadata_="metadata") print(f'{sql_model_with_suffix.model_dump(by_alias=False)=}') print(f'{sql_model_with_suffix.model_dump(by_alias=True)=}') sql_model_with_pydantic_field = SQLModelWithPydanticField(metadata="metadata") print(f'{sql_model_with_pydantic_field.model_dump(by_alias=False)=}') print(f'{sql_model_with_pydantic_field.model_dump(by_alias=True)=}') try: sql_model_with_pydantic_field_with_suffix = SQLModelWithPydanticField(metadata_="metadata") print(f'{sql_model_with_pydantic_field_with_suffix.model_dump(by_alias=False)=}') print(f'{sql_model_with_pydantic_field_with_suffix.model_dump(by_alias=True)=}') except Exception as e: print(f'{e=}') pydantic_model_with_pydantic_field = PydanticModelWithPydanticField(metadata="metadata") print(f'{pydantic_model_with_pydantic_field.model_dump(by_alias=False)=}') print(f'{pydantic_model_with_pydantic_field.model_dump(by_alias=True)=}') try: pydantic_model_with_pydantic_field_with_suffix = PydanticModelWithPydanticField(metadata_="metadata") print(f'{pydantic_model_with_pydantic_field_with_suffix.model_dump(by_alias=False)=}') print(f'{pydantic_model_with_pydantic_field_with_suffix.model_dump(by_alias=True)=}') except Exception as e: print(f'{e=}') try: pydantic_model_no_suffix = PydanticModelWithSQLModelField(metadata="metadata") print(f'{pydantic_model_no_suffix.model_dump(by_alias=False)=}') print(f'{pydantic_model_no_suffix.model_dump(by_alias=True)=}') except Exception as e: print(f'{e=}') pydantic_model_with_sql_model_field_with_suffix = PydanticModelWithSQLModelField(metadata_="metadata") print(f'{pydantic_model_with_sql_model_field_with_suffix.model_dump(by_alias=False)=}') print(f'{pydantic_model_with_sql_model_field_with_suffix.model_dump(by_alias=True)=}')
output of previous code
e=1 validation error for SQLModelWithSQLModelField metadata_ Field required [type=missing, input_value={'metadata': 'metadata'}, input_type=dict] For further information visit https://errors.pydantic.dev/2.8/v/missing sql_model_with_suffix.model_dump(by_alias=False)={'metadata_': 'metadata'} sql_model_with_suffix.model_dump(by_alias=True)={'metadata_': 'metadata'} sql_model_with_pydantic_field.model_dump(by_alias=False)={'metadata_': 'metadata'} sql_model_with_pydantic_field.model_dump(by_alias=True)={'metadata': 'metadata'} e=1 validation error for SQLModelWithPydanticField metadata Field required [type=missing, input_value={'metadata_': 'metadata'}, input_type=dict] For further information visit https://errors.pydantic.dev/2.8/v/missing pydantic_model_with_pydantic_field.model_dump(by_alias=False)={'metadata_': 'metadata'} pydantic_model_with_pydantic_field.model_dump(by_alias=True)={'metadata': 'metadata'} e=1 validation error for PydanticModelWithPydanticField metadata Field required [type=missing, input_value={'metadata_': 'metadata'}, input_type=dict] For further information visit https://errors.pydantic.dev/2.8/v/missing e=1 validation error for PydanticModelWithSQLModelField metadata_ Field required [type=missing, input_value={'metadata': 'metadata'}, input_type=dict] For further information visit https://errors.pydantic.dev/2.8/v/missing pydantic_model_with_sql_model_field_with_suffix.model_dump(by_alias=False)={'metadata_': 'metadata'} pydantic_model_with_sql_model_field_with_suffix.model_dump(by_alias=True)={'metadata_': 'metadata'}Current walk around
Define a new response model inheirt from pydantic.BaseModel instead of SQLModel for fastapi.
conclusion
This problem seems come from SQLModel's Field
the serialization_alias needs to be set for the FieldInfo. This can be done through the schema_extra argument
metadata_: dict = Field(sa_column=Column("metadata", JSON, nullable=False), default_factory=dict, schema_extra={'serialization_alias': 'metadata'})
Reacted by Daoji, Tang Ziya, Rey, kazeusagi and Philip NicolcevSo, current solution is to use
Field(sa_column=Column("metadata", ...).I personally think it would be good to use
aliasparameter as a default value for column name.
I just created an issue to track problems withaliasparameter and mentioned this idea there.I'll close this issue now and let's track all
alias-related things in that new issue
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Example Code
Description
I created a model but this have a field named metadata, is an existing database, so I can't change the fields names, since the SQLModel class also has a field called metadata, when I run the app I get the following error
NameError: Field name "metadata" shadows a BaseModel attribute; use a different field name with "alias='metadata'".I used the Field class of sqlmodel and assigned the alias but it does not work.
metadata_: Optional[str] = Field(default=None, alias="metadata")With this the error is that Table.metadata_ field does not exist
Is there any way to create an tabla with the metadata field without giving problems with SQLModel?
Operating System
Linux
Operating System Details
No response
SQLModel Version
0.0.6
Python Version
Python 3.9.5
Additional Context
No response