Files
ormar/orm/models/metaclass.py
2020-08-11 19:43:42 +02:00

132 lines
4.6 KiB
Python

import copy
from typing import Dict, Tuple, Type, Optional, List, Any
import sqlalchemy
from pydantic import BaseConfig, create_model
from pydantic.fields import ModelField
from orm import ForeignKey, ModelDefinitionError
from orm.fields import BaseField
from orm.relations import RelationshipManager
relationship_manager = RelationshipManager()
def parse_pydantic_field_from_model_fields(object_dict: dict) -> Dict[str, Tuple]:
pydantic_fields = {
field_name: (
base_field.__type__,
... if base_field.is_required else base_field.default_value,
)
for field_name, base_field in object_dict.items()
if isinstance(base_field, BaseField)
}
return pydantic_fields
def register_relation_on_build(table_name: str, field: ForeignKey, name: str) -> None:
child_relation_name = field.to.get_name(title=True) + "_" + name.lower() + "s"
reverse_name = field.related_name or child_relation_name
relation_name = name.lower().title() + "_" + field.to.get_name()
relationship_manager.add_relation_type(
relation_name, reverse_name, field, table_name
)
def expand_reverse_relationships(model: Type["Model"]) -> None:
for model_field in model.__model_fields__.values():
if isinstance(model_field, ForeignKey):
child_model_name = model_field.related_name or model.get_name() + "s"
parent_model = model_field.to
child = model
if (
child_model_name not in parent_model.__fields__
and child.get_name() not in parent_model.__fields__
):
register_reverse_model_fields(parent_model, child, child_model_name)
def register_reverse_model_fields(
model: Type["Model"], child: Type["Model"], child_model_name: str
) -> None:
model.__fields__[child_model_name] = ModelField(
name=child_model_name,
type_=Optional[child.__pydantic_model__],
model_config=child.__pydantic_model__.__config__,
class_validators=child.__pydantic_model__.__validators__,
)
model.__model_fields__[child_model_name] = ForeignKey(
child, name=child_model_name, virtual=True
)
def sqlalchemy_columns_from_model_fields(
name: str, object_dict: Dict, table_name: str
) -> Tuple[Optional[str], List[sqlalchemy.Column], Dict[str, BaseField]]:
pkname: Optional[str] = None
columns: List[sqlalchemy.Column] = []
model_fields: Dict[str, BaseField] = {}
for field_name, field in object_dict.items():
if isinstance(field, BaseField):
model_fields[field_name] = field
if not field.pydantic_only:
if field.primary_key:
pkname = field_name
if isinstance(field, ForeignKey):
register_relation_on_build(table_name, field, name)
columns.append(field.get_column(field_name))
return pkname, columns, model_fields
def get_pydantic_base_orm_config() -> Type[BaseConfig]:
class Config(BaseConfig):
orm_mode = True
return Config
class ModelMetaclass(type):
def __new__(mcs: type, name: str, bases: Any, attrs: dict) -> type:
new_model = super().__new__( # type: ignore
mcs, name, bases, attrs
)
if attrs.get("__abstract__"):
return new_model
tablename = attrs["__tablename__"]
metadata = attrs["__metadata__"]
# sqlalchemy table creation
pkname, columns, model_fields = sqlalchemy_columns_from_model_fields(
name, attrs, tablename
)
attrs["__table__"] = sqlalchemy.Table(tablename, metadata, *columns)
attrs["__columns__"] = columns
attrs["__pkname__"] = pkname
if not pkname:
raise ModelDefinitionError("Table has to have a primary key.")
# pydantic model creation
pydantic_fields = parse_pydantic_field_from_model_fields(attrs)
pydantic_model = create_model(
name, __config__=get_pydantic_base_orm_config(), **pydantic_fields
)
attrs["__pydantic_fields__"] = pydantic_fields
attrs["__pydantic_model__"] = pydantic_model
attrs["__fields__"] = copy.deepcopy(pydantic_model.__fields__)
attrs["__signature__"] = copy.deepcopy(pydantic_model.__signature__)
attrs["__annotations__"] = copy.deepcopy(pydantic_model.__annotations__)
attrs["__model_fields__"] = model_fields
attrs["_orm_relationship_manager"] = relationship_manager
new_model = super().__new__( # type: ignore
mcs, name, bases, attrs
)
expand_reverse_relationships(new_model)
return new_model