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base.py
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"""
The base class of a data layer.
If you want to create your own data layer
you must inherit from this base class
"""
from typing import Optional, Type
from fastapi import Request
from pydantic import TypeAdapter
from fastapi_jsonapi.common import search_client_can_set_id
from fastapi_jsonapi.data_typing import TypeModel, TypeSchema
from fastapi_jsonapi.querystring import QueryStringManager
from fastapi_jsonapi.schema import BaseJSONAPIItemInSchema
from fastapi_jsonapi.storages import models_storage
from fastapi_jsonapi.views import RelationshipRequestInfo
class BaseDataLayer:
"""Base class of a data layer"""
def __init__(
self,
request: Request,
model: Type[TypeModel],
schema: Type[TypeSchema],
resource_type: str,
url_id_field: str = "id",
disable_collection_count: bool = False,
default_collection_count: int = -1,
**kwargs,
):
"""
Init
:param request:
:param schema:
:param model:
:param url_id_field:
:param disable_collection_count:
:param default_collection_count:
:param resource_type: resource type
:param kwargs:
"""
self.request: Request = request
self.schema: Type[TypeSchema] = schema
self.model: Type[TypeModel] = model
self.resource_type: str = resource_type
self.url_id_field: str = url_id_field
self.disable_collection_count: bool = disable_collection_count
self.default_collection_count: int = default_collection_count
self.is_atomic = False
self.id_column_name = models_storage.get_model_id_field_name(resource_type)
async def atomic_start(self, previous_dl: Optional["BaseDataLayer"] = None):
self.is_atomic = True
async def atomic_end(self, success: bool = True, exception: Optional[Exception] = None):
raise NotImplementedError
@classmethod
def _apply_client_generated_id(
cls,
data_create: BaseJSONAPIItemInSchema,
model_kwargs: dict,
):
"""
Set custom id (if allowed)
:param data_create: the data validated by pydantic.
:param model_kwargs: the data validated by pydantic.
"""
if data_create.id is None:
return model_kwargs
field = data_create.model_fields["id"]
if can_set_id := search_client_can_set_id.first(field):
id_value = data_create.id
if can_set_id.cast_type:
id_value = TypeAdapter(can_set_id.cast_type).validate_python(id_value)
model_kwargs["id"] = id_value
return model_kwargs
async def create_object(self, data_create: BaseJSONAPIItemInSchema, view_kwargs: dict) -> TypeModel:
"""
Create an object
:param data_create: validated data
:param view_kwargs: kwargs from the resource view
:return DeclarativeMeta: an object
"""
raise NotImplementedError
async def get_object(
self,
view_kwargs: dict,
qs: Optional[QueryStringManager] = None,
relationship_request_info: Optional[RelationshipRequestInfo] = None,
) -> TypeModel:
"""
Retrieve an object
:param view_kwargs: kwargs from the resource view
:param qs:
:param relationship_request_info:
:return DeclarativeMeta: an object
"""
raise NotImplementedError
async def get_collection(
self,
qs: QueryStringManager,
view_kwargs: Optional[dict] = None,
relationship_request_info: Optional[RelationshipRequestInfo] = None,
) -> tuple[int, list]:
"""
Retrieve a collection of objects
:param qs: a querystring manager to retrieve information from url
:param view_kwargs: kwargs from the resource view
:param relationship_request_info:
:return tuple: the number of object and the list of objects
"""
raise NotImplementedError
async def update_object(self, obj, data_update: BaseJSONAPIItemInSchema, view_kwargs: dict):
"""
Update an object
:param obj: an object
:param data_update: the data validated by schemas
:param view_kwargs: kwargs from the resource view
:return boolean: True if object have changed else False
"""
# TODO: update doc
raise NotImplementedError
async def delete_object(self, obj, view_kwargs):
"""
Delete an item through the data layer
:param DeclarativeMeta obj: an object
:param view_kwargs: kwargs from the resource view
"""
raise NotImplementedError
async def create_relationship(
self,
json_data,
relationship_field,
related_id_field,
view_kwargs,
):
"""
Create a relationship
:param json_data: the request params
:param str relationship_field: the model attribute used for relationship
:param str related_id_field: the identifier field of the related model
:param view_kwargs: kwargs from the resource view
:return boolean: True if relationship have changed else False
"""
raise NotImplementedError
async def get_relationship(
self,
relationship_field,
related_type_,
related_id_field,
view_kwargs,
):
"""
Get information about a relationship
:param str relationship_field: the model attribute used for relationship
:param str related_type_: the related resource type
:param str related_id_field: the identifier field of the related model
:param view_kwargs: kwargs from the resource view
:return tuple: the object and related object(s)
"""
raise NotImplementedError
async def update_relationship(
self,
json_data,
relationship_field,
related_id_field,
view_kwargs,
):
"""
Update a relationship
:param json_data: the request params
:param str relationship_field: the model attribute used for relationship
:param str related_id_field: the identifier field of the related model
:param view_kwargs: kwargs from the resource view
:return boolean: True if relationship have changed else False
"""
raise NotImplementedError
async def delete_relationship(
self,
json_data,
relationship_field,
related_id_field,
view_kwargs,
):
"""
Delete a relationship
:param json_data: the request params
:param str relationship_field: the model attribute used for relationship
:param str related_id_field: the identifier field of the related model
:param view_kwargs: kwargs from the resource view
"""
raise NotImplementedError
async def get_related_objects(
self,
related_model: Type[TypeModel],
related_id_field: str,
ids: list[str],
) -> list[TypeModel]:
"""
Get related objects list.
:param related_model: Related ORM model class (not instance)
:param related_id_field: id field of the related model (usually it's `id`)
:param ids: related object id values list
:return: a list of ORM objects
"""
raise NotImplementedError
async def before_create_object(self, data, view_kwargs):
"""
Provide additional data before object creation
:param data: the data validated by schemas
:param view_kwargs: kwargs from the resource view
"""
raise NotImplementedError
async def after_create_object(self, obj, data, view_kwargs):
"""
Provide additional data after object creation
:param obj: an object from data layer
:param data: the data validated by schemas
:param view_kwargs: kwargs from the resource view
"""
raise NotImplementedError
async def before_get_object(self, view_kwargs):
"""
Make work before to retrieve an object
:param view_kwargs: kwargs from the resource view
"""
raise NotImplementedError
async def after_get_object(self, obj, view_kwargs):
"""
Make work after to retrieve an object
:param obj: an object from data layer
:param view_kwargs: kwargs from the resource view
"""
raise NotImplementedError
async def before_get_collection(self, qs, view_kwargs):
"""
Make work before to retrieve a collection of objects
:param qs: a querystring manager to retrieve information from url
:param view_kwargs: kwargs from the resource view
"""
raise NotImplementedError
async def after_get_collection(self, collection, qs, view_kwargs):
"""
Make work after to retrieve a collection of objects
:param iterable collection: the collection of objects
:param qs: a querystring manager to retrieve information from url
:param view_kwargs: kwargs from the resource view
"""
raise NotImplementedError
async def before_update_object(self, obj, data, view_kwargs):
"""
Make checks or provide additional data before update object
:param obj: an object from data layer
:param data: the data validated by schemas
:param view_kwargs: kwargs from the resource view
"""
raise NotImplementedError
async def after_update_object(self, obj: TypeModel, data, view_kwargs):
"""
Make work after update object
:param obj: an object from data layer
:param data: the data validated by schemas
:param view_kwargs: kwargs from the resource view
"""
raise NotImplementedError
async def before_delete_object(self, obj: TypeModel, view_kwargs):
"""
Make checks before delete object
:param obj: an object from data layer
:param view_kwargs: kwargs from the resource view
"""
raise NotImplementedError
async def after_delete_object(self, obj: TypeModel, view_kwargs):
"""
Make work after delete object
:param obj: an object from data layer
:param view_kwargs: kwargs from the resource view
"""
raise NotImplementedError
async def delete_objects(self, objects: list[TypeModel], view_kwargs):
# TODO: doc
raise NotImplementedError
async def before_delete_objects(self, objects: list[TypeModel], view_kwargs: dict):
"""
Make checks before deleting objects.
:param objects: an object from data layer.
:param view_kwargs: kwargs from the resource view.
"""
async def after_delete_objects(self, objects: list[TypeModel], view_kwargs: dict):
"""
Any action after deleting objects.
:param objects: an object from data layer.
:param view_kwargs: kwargs from the resource view.
"""
async def before_create_relationship(
self,
json_data,
relationship_field,
related_id_field,
view_kwargs,
):
"""
Make work before to create a relationship
:param json_data: the request params
:param str relationship_field: the model attribute used for relationship
:param str related_id_field: the identifier field of the related model
:param view_kwargs: kwargs from the resource view
:return boolean: True if relationship have changed else False
"""
raise NotImplementedError
async def after_create_relationship(
self,
obj,
updated,
json_data,
relationship_field,
related_id_field,
view_kwargs,
):
"""
Make work after to create a relationship
:param obj: an object from data layer
:param bool updated: True if object was updated else False
:param json_data: the request params
:param str relationship_field: the model attribute used for relationship
:param str related_id_field: the identifier field of the related model
:param view_kwargs: kwargs from the resource view
:return boolean: True if relationship have changed else False
"""
raise NotImplementedError
async def before_get_relationship(
self,
relationship_field,
related_type_,
related_id_field,
view_kwargs,
):
"""
Make work before to get information about a relationship
:param str relationship_field: the model attribute used for relationship
:param str related_type_: the related resource type
:param str related_id_field: the identifier field of the related model
:param view_kwargs: kwargs from the resource view
:return tuple: the object and related object(s)
"""
raise NotImplementedError
async def after_get_relationship(
self,
obj,
related_objects,
relationship_field,
related_type_,
related_id_field,
view_kwargs,
):
"""
Make work after to get information about a relationship
:param obj: an object from data layer
:param iterable related_objects: related objects of the object
:param str relationship_field: the model attribute used for relationship
:param str related_type_: the related resource type
:param str related_id_field: the identifier field of the related model
:param view_kwargs: kwargs from the resource view
:return tuple: the object and related object(s)
"""
raise NotImplementedError
async def before_update_relationship(
self,
json_data,
relationship_field,
related_id_field,
view_kwargs,
):
"""
Make work before to update a relationship
:param json_data: the request params
:param str relationship_field: the model attribute used for relationship
:param str related_id_field: the identifier field of the related model
:param view_kwargs: kwargs from the resource view
:return boolean: True if relationship have changed else False
"""
raise NotImplementedError
async def after_update_relationship(
self,
obj,
updated,
json_data,
relationship_field,
related_id_field,
view_kwargs,
):
"""
Make work after to update a relationship
:param obj: an object from data layer
:param bool updated: True if object was updated else False
:param json_data: the request params
:param str relationship_field: the model attribute used for relationship
:param str related_id_field: the identifier field of the related model
:param view_kwargs: kwargs from the resource view
:return boolean: True if relationship have changed else False
"""
raise NotImplementedError
async def before_delete_relationship(
self,
json_data,
relationship_field,
related_id_field,
view_kwargs,
):
"""
Make work before to delete a relationship
:param json_data: the request params
:param str relationship_field: the model attribute used for relationship
:param str related_id_field: the identifier field of the related model
:param view_kwargs: kwargs from the resource view
"""
raise NotImplementedError
async def after_delete_relationship(
self,
obj,
updated,
json_data,
relationship_field,
related_id_field,
view_kwargs,
):
"""
Make work after to delete a relationship
:param obj: an object from data layer
:param bool updated: True if object was updated else False
:param json_data: the request params
:param str relationship_field: the model attribute used for relationship
:param str related_id_field: the identifier field of the related model
:param view_kwargs: kwargs from the resource view
"""
raise NotImplementedError