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Typed utilities for using MongoDB (and the asyncio motor driver) with FastAPI - not an ODM.

Project description

fastapi-motor-oil

Typed utilities for using MongoDB (and the async motor driver) with FastAPI - not an ODM.

Installation

You can install the library and its dependencies with pip install fastapi-motor-oil.

Example

Prerequisites:

  • MongoDB (e.g. the Community Edition) installed and running locally;
  • fastapi with all its dependencies (pip install fastapi[all]);
  • This library (pip install fastapi-motor-oil).

In this example we will create:

  • a simple TreeNode document model with a name and an optional reference to a parent node and some delete rules;
  • the services that are necessary to create, read, update, and delete documents;
  • a fastapi APIRouter factory that can be included in fastapi applications;
  • and the fastapi application itself.

The project layout under your root directory will be as follows:

  • /tree_app
    • __init__.py
    • api.py
    • app.py
    • model.py
    • service.py

Model definitions (in model.py):

from fastapi_motor_oil import DocumentModel, StrObjectId
from pydantic import BaseModel

class TreeNode(DocumentModel):
    """
    Tree node document model.
    """

    name: str
    parent: StrObjectId | None

class TreeNodeCreate(BaseModel):
    """
    Tree node creation model.
    """

    name: str
    parent: StrObjectId | None

class TreeNodeUpdate(BaseModel):
    """
    Tree node update model.
    """

    name: str | None
    parent: StrObjectId | None

Service implementation (in service.py):

from collections.abc import Sequence

from bson import ObjectId
from fastapi_motor_oil import CollectionOptions, MongoService, delete_rule
from motor.core import AgnosticClientSession

from .model import TreeNodeCreate, TreeNodeUpdate

class TreeNodeService(MongoService[TreeNodeCreate, TreeNodeUpdate]):
    """
    Tree node database services.
    """

    __slots__ = ()

    collection_name: str = "tree_nodes"

    collection_options: CollectionOptions | None = None

    @delete_rule("pre")  # Delete rule that remove the subtrees of deleted nodes.
    async def dr_delete_subtree(self, session: AgnosticClientSession, ids: Sequence[ObjectId]) -> None:
        child_ids = await self.find_ids({"parent": {"$in": ids}}, session=session)
        if len(child_ids) > 0:
            # Recursion
            await self.delete_many({"_id": {"$in": child_ids}}, options={"session": session})

    @delete_rule("deny")  # Delete rule that prevents the removal of root nodes.
    async def dr_deny_if_root(self, session: AgnosticClientSession, ids: Sequence[ObjectId]) -> None:
        root_cnt = await self.count_documents(
            {"$and": [{"_id": {"$in": ids}}, {"parent": None}]},
            options={"session": session},
        )
        if root_cnt > 0:
            raise ValueError("Can not delete root nodes.")

Routing implementation (in api.py):

from typing import Any

from fastapi import APIRouter, Depends, HTTPException, status
from fastapi_motor_oil import AgnosticDatabase, DatabaseProvider, DeleteResultModel, StrObjectId

from .model import TreeNode, TreeNodeCreate, TreeNodeUpdate
from .service import TreeNodeService

def make_api(
    *,
    get_database: DatabaseProvider,
    prefix: str = "/tree-node",
) -> APIRouter:
    """
    Tree node `APIRouter` factory.

    Arguments:
        get_database: FastAPI dependency that returns the `AgnosticDatabase`
                      database instance for the API.
        prefix: The prefix for the created `APIRouter`.
        add_get_all: Whether to add the "get all" route to the router.
        add_create: Whether to add the "create" route to the router.
        add_get_by_id: Whether to add the "get by ID" route to the router.
        add_delete: Whether to add the "delete" route to the router.
        add_update: Whether to add the "update" route to the router.

    Returns:
        The created `APIRouter` instance.
    """
    api = APIRouter(prefix=prefix)

    @api.get("/", response_model=list[TreeNode])
    async def get_all(
        database: AgnosticDatabase = Depends(get_database),
    ) -> list[dict[str, Any]]:
        svc = TreeNodeService(database)
        return [d async for d in svc.find()]

    @api.post("/", response_model=TreeNode)
    async def create(
        data: TreeNodeCreate,
        database: AgnosticDatabase = Depends(get_database),
    ) -> dict[str, Any]:
        svc = TreeNodeService(database)

        try:
            result = await svc.insert_one(data)
        except Exception:
            raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail="Creation failed.")

        if (created := await svc.get_by_id(result.inserted_id)) is not None:
            return created

        raise HTTPException(status.HTTP_409_CONFLICT)

    @api.get("/{id}", response_model=TreeNode)
    async def get_by_id(
        id: StrObjectId,
        database: AgnosticDatabase = Depends(get_database),
    ) -> dict[str, Any]:
        svc = TreeNodeService(database)
        if (result := await svc.get_by_id(id)) is not None:
            return result

        raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=str(id))

    @api.put("/{id}", response_model=TreeNode)
    async def update_by_id(
        id: StrObjectId,
        data: TreeNodeUpdate,
        database: AgnosticDatabase = Depends(get_database),
    ) -> dict[str, Any]:
        svc = TreeNodeService(database)

        try:
            result = await svc.update_by_id(id, data)
        except Exception:
            raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=str(id))

        if result.matched_count == 0:
            raise HTTPException(status.HTTP_404_NOT_FOUND, detail=str(id))

        if (updated := await svc.get_by_id(id)) is not None:
            return updated

        raise HTTPException(status.HTTP_404_NOT_FOUND, detail=str(id))

    @api.delete("/{id}", response_model=DeleteResultModel)
    async def delete_by_id(
        id: StrObjectId,
        database: AgnosticDatabase = Depends(get_database),
    ) -> DeleteResultModel:
        svc = TreeNodeService(database)
        result = await svc.delete_by_id(id)
        if result.deleted_count == 0:
            raise HTTPException(status.HTTP_404_NOT_FOUND, detail=str(id))

        return DeleteResultModel(delete_count=result.deleted_count)

    return api

Application (in app.py):

from functools import lru_cache

from fastapi import FastAPI
from motor.motor_asyncio import AsyncIOMotorClient, AsyncIOMotorDatabase

@lru_cache(maxsize=1)
def get_database() -> AsyncIOMotorDatabase:
    """Database provider dependency for the created API."""
    mongo_connection_string = "mongodb://127.0.0.1:27017"
    database_name = "tree-db"
    client = AsyncIOMotorClient(mongo_connection_string)
    return client[database_name]

def register_routes(app: FastAPI) -> None:
    """Registers all routes of the application."""
    from .api import make_tree_node_api

    api_prefix = "/api/v1"

    app.include_router(
        make_tree_node_api(get_database=get_database),
        prefix=api_prefix,
    )

def create_app() -> FastAPI:
    app = FastAPI()

    register_routes(app)

    return app

Add __init__.py as well to tree_app:

from .app import create_app

With everything in place, you can serve the application by executing uvicorn tree_app:create_app --reload --factory in your root directory. Go to http://127.0.0.1:8000/docs in the browser to see and try the created REST API.

Requirements

The project depends on motor (the official asyncio MongoDB driver, which is built on top of pymongo and bson) and pydantic.

fastapi is not an actual dependency, but the code was written with fastapi applications with a REST API in mind.

Development

Use black for code formatting and mypy for static code analysis.

Contributing

Contributions are welcome.

License - MIT

The library is open-sourced under the conditions of the MIT license.

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