generated from daniil-berg/boilerplate-py
Add __validators__
and __base__
params; improve types
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commit
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@ -1,6 +1,6 @@
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[metadata]
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name = orm2pydantic
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version = 0.1.0
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version = 0.1.1
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author = Daniil Fajnberg
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author_email = mail@daniil.fajnberg.de
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description = Convert SQLAlchemy models to Pydantic models
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@ -18,7 +18,7 @@ __doc__ = """
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Functions for turning SQLAlchemy objects into corresponding Pydantic objects.
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"""
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from typing import Container, Type
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from typing import Any, Callable, Container, Optional, Type, TypeVar
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from pydantic import create_model, BaseConfig, BaseModel, Field
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from pydantic.fields import FieldInfo
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@ -39,7 +39,8 @@ __all__ = [
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FieldDef = tuple[type, FieldInfo]
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ModelT = TypeVar('ModelT', bound=BaseModel)
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ValidatorT = Callable[[BaseModel, ...], Any]
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_local_namespace: dict[str, BaseModel] = {}
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@ -104,9 +105,16 @@ def field_from_relationship(rel_prop: RelationshipProperty) -> FieldDef:
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return list[rel_prop.mapper.class_.__name__], Field(default=None)
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def sqla2pydantic(db_model: Type[DeclarativeMeta], config: Type[BaseConfig] = OrmConfig, exclude: Container[str] = (),
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incl_relationships: bool = True, add_fields: dict[str, FieldDef] = None,
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add_local_ns: dict[str, BaseModel] = None):
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def sqla2pydantic(
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orm_model: Type[DeclarativeMeta],
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exclude: Container[str] = (),
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incl_relationships: bool = True,
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add_fields: Optional[dict[str, FieldDef]] = None,
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add_local_ns: Optional[dict[str, BaseModel]] = None,
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__config__: Type[BaseConfig] = OrmConfig,
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__base__: Optional[Type[ModelT]] = None,
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__validators__: Optional[dict[str, ValidatorT]] = None
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) -> Type[ModelT]:
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"""
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Takes an SQLAlchemy ORM model class and returns a matching Pydantic model class.
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@ -118,11 +126,8 @@ def sqla2pydantic(db_model: Type[DeclarativeMeta], config: Type[BaseConfig] = Or
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namespace of already created Pydantic models.
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Args:
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db_model:
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orm_model:
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The SQLAlchemy model; must be an instance of `DeclarativeMeta`
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config (optional):
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The inner model config class passed via the `__config__` parameter to `pydantic.create_model`;
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by default the only explicit setting is `orm_mode = True`.
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exclude (optional):
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A container of strings, each of which represents the name of a field not to create in the Pydantic model;
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by default all fields of the original database model will be converted to Pydantic model fields.
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@ -138,13 +143,22 @@ def sqla2pydantic(db_model: Type[DeclarativeMeta], config: Type[BaseConfig] = Or
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May be passed a dictionary mapping additional Pydantic model names to the corresponding classes;
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these will be passed to the `BaseModel.update_forward_refs` method in addition to those being tracked
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internally anyway.
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__config__ (optional):
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The inner model config class passed via the `__config__` parameter to `pydantic.create_model`;
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by default the only explicit setting is `orm_mode = True`.
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__base__ (optional):
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The base class for the new model to inherit from;
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passed via the `__base__` parameter to `pydantic.create_model`.
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__validators__ (optional):
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Dictionary mapping method names to validation class methods that are decorated with `@pydantic.validator`;
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passed via the `__validators__` parameter to `pydantic.create_model`.
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Returns:
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Pydantic model class
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Pydantic model class with fields corresponding to the specified ORM `db_model`
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"""
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assert isinstance(db_model, DeclarativeMeta)
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assert isinstance(orm_model, DeclarativeMeta)
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fields = {}
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for attr in inspect(db_model).attrs:
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for attr in inspect(orm_model).attrs:
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if attr.key in exclude:
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continue
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if isinstance(attr, ColumnProperty):
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@ -156,9 +170,10 @@ def sqla2pydantic(db_model: Type[DeclarativeMeta], config: Type[BaseConfig] = Or
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raise AssertionError("Unknown attr type", attr)
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if add_fields is not None:
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fields |= add_fields
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name = db_model.__name__
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pydantic_model = create_model(name, __config__=config, **fields)
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pydantic_model.__name__ = name
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model_name = orm_model.__name__
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pydantic_model = create_model(model_name, __config__=__config__, __base__=__base__,
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__validators__=__validators__, **fields)
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pydantic_model.__name__ = model_name
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pydantic_model.update_forward_refs(**_local_namespace if add_local_ns is None else _local_namespace | add_local_ns)
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_local_namespace[name] = pydantic_model
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_local_namespace[model_name] = pydantic_model
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return pydantic_model
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