Integrates injector with FastAPI.
Github: https://github.com/matyasrichter/fastapi-injector
PyPI: https://pypi.org/project/fastapi-injector/
pip install fastapi-injector
fastapi-injector
relies on your project using FastAPI as a dependency separately, but you can also get it installed automatically by using any of the extras.
# Installs `fastapi`
pip install fastapi-injector[standard]
# Installs `fastapi-slim`
pip install fastapi-injector[slim]
When creating your FastAPI app, attach the injector to it:
# app.py
from fastapi import FastAPI
from injector import Injector
from fastapi_injector import attach_injector
def create_app(injector: Injector) -> FastAPI:
app = FastAPI()
app.include_router(...)
...
attach_injector(app, injector)
return app
Then, use Injected
in your routes. Under the hood, Injected
is Depends
, so you can use it anywhere Depends
can be used.
In the following example, an instance of something you've bound to RandomNumberGenerator
is injected into the route - in this case, it's an implementation which uses the random
module. Notice that only app.py
(the 'composition root') has a dependency on the concrete generator implementation.
# ------------------------
# generator.py
import abc
class RandomNumberGenerator(abc.ABC):
@abc.abstractmethod
def generate(self) -> int:
pass
# ------------------------
# generator_impl.py
import random
from .generator import RandomNumberGenerator
class StdRandomNumberGenerator(RandomNumberGenerator):
def generate(self) -> int:
return random.randint(0,100)
# ------------------------
# app.py
from fastapi import FastAPI
from fastapi_injector import attach_injector
from injector import Injector
from .routers import generator_router
from .generator import RandomNumberGenerator
from .generator_impl import StdRandomNumberGenerator
app = FastAPI()
app.include_router(generator_router.router, prefix="/random")
inj = Injector()
inj.binder.bind(RandomNumberGenerator, to=StdRandomNumberGenerator)
attach_injector(app, inj)
# ------------------------
# routers/generator_router.py
from fastapi import APIRouter
from fastapi_injector import Injected
from ..generator import RandomNumberGenerator
router = APIRouter()
@router.get("/")
async def get_root(generator: RandomNumberGenerator = Injected(RandomNumberGenerator)) -> int:
return generator.generate()
Here is another example. Imagine an onion-like architecture where your FastAPI code resides in the outer layer and your domain code ("use cases") are all defined in the inner layer. The usecases depend on interfaces that promise persistence, but the implementations (again, in the outer layer) are provided by dependency injection and the domain use case code knows nothing about them. Some parts (such as imports, app initialization or the definition of User) are ommited here.
# ------------------------
# usecase.py
class UserSavePort(abc.ABC):
@abc.abstractmethod
async def save_user(self, user: User) -> None:
"""Saves a user."""
class SignupUsecase:
def __init__(self, save_port: Inject[UserSavePort]):
self.save_port = save_port
async def create_user(self, username: str) -> None:
entity = User(username=username)
await self.save_port.save_user(entity)
# ------------------------
# repository.py
class UserRepository(UserSavePort):
async def save_user(self, user: Entity) -> None:
# code that saves the entity to the DB, like a call to an ORM or a SQL query
self.db.execute("INSERT INTO ...")
# ------------------------
# router.py
@router.post("/")
async def create_user(username: Annotated[str, Body()), uc: SignupUsecase = Injected(SignupUsecase)):
await uc.create_user(username)
# ------------------------
# composition_root.py
inj = Injector(auto_bind=True)
inj.binder.bind(UserSavePort, to=UserRepository)
A common requirement is to have a dependency resolved to the same instance multiple times in the same request, but to create new instances for other requests. An example usecase for this behaviour is managing per-request DB connections.
This library provides a RequestScope
that fulfills this requirement.
Under the hood, it uses Context Variables
introduced in Python 3.7, generates a UUID4 for each request, and caches dependencies in a dictionary
with this uuid as the key.
from injector import Injector
from fastapi import FastAPI
from fastapi_injector import InjectorMiddleware, request_scope, attach_injector
from foo.bar import Interface, Implementation
inj = Injector()
# Use request_scope when binding the dependency
inj.binder.bind(Interface, to=Implementation, scope=request_scope)
app = FastAPI()
# Add the injector middleware to the app instance
app.add_middleware(InjectorMiddleware, injector=inj)
attach_injector(app, inj)
Your dependencies will then be cached within a request's resolution tree. Caching works both for top-level and nested dependencies (e.g. when you inject a DB connection to multiple repository classes).
@app.get("/")
def get_root(
foo: Interface = Injected(Interface),
bar: Interface = Injected(Interface),
):
# the following assert will pass because both are the same instance.
assert foo is bar
Outside of FastAPI routes, you can use RequestScopeFactory.create_scope
, which returns a context manager that substitutes InjectorMiddleware
.
This is useful in celery tasks, cron jobs, CLI commands and other parts of your application outside of the request-response cycle.
class MessageHandler:
def __init__(self, request_scope_factory: Inject[RequestScopeFactory]) -> None:
self.request_scope_factory = request_scope_factory
async def handle(self, message: Any) -> None:
with self.request_scope_factory.create_scope():
# process message
The dependency constructed by Injected
is asynchronous. This causes it to run on the main thread. Should your usecase require a synchronous dependency, there's also an alternative - SyncInjected
. Synchronous dependencies created by SyncInjected
will be run on a separate thread from the threadpool. See the FastAPI docs on this behaviour.
In some cases a request-scoped dependency may represent a resource that you wish to clean up in a deterministic manner at the end of the request scope. This might be because the resource is leased from a finite pool of such resources (e.g. a DB connection), and failure to release the resource in a timely manner could cause resource exhaustion. Typically, these resources will implement the ContextManager protocol so that they can be used with Python's with
statement (or the async equivalent, contextlib.AbstractAsyncContextManager
, which is used with the async with
statement).
This library provides an option to perform cleanup on any dependency that implements one of the ContextManager
protocols (either sync or async). To enable cleanup, set enable_cleanup=True
when you attach the injector, as in the following example:
from injector import Injector
from fastapi import FastAPI
from fastapi_injector import InjectorMiddleware, request_scope, attach_injector
from typing import TextIO
class ResourceFile:
def __init__(self) -> None:
self.file = None
def __enter__(self) -> TextIO:
self.file = open('resource.txt', 'r')
return file
def __exit__(self, *_args) -> None:
self.file.close()
inj = Injector()
inj.binder.bind(ResourceFile, scope=request_scope)
app = FastAPI()
app.add_middleware(InjectorMiddleware, injector=inj)
options = RequestScopeOptions(enable_cleanup=True)
attach_injector(app, inj, options)
By setting enable_cleanup=True
in the RequestScopeOptions
, the library ensures that the ResourceFile.__exit__()
function is called at the end of the request, meaning that the file resource is released.
To use your app in tests with overridden dependencies, modify the injector before each test:
# ------------------------
# app entrypoint
import pytest
from injector import Injector
app = create_app(inj)
if __name__ == "__main__":
uvicorn.run("app", ...)
# ------------------------
# composition root
def create_injector() -> Injector:
inj = Injector()
# note that this still gets executed,
# so if you need to get rid of a DB connection, for example,
# you would need to use a callable provider.
inj.binder.bind(int, 1)
return inj
# ------------------------
# tests
from fastapi import FastAPI
from fastapi.testclient import TestClient
from path.to.app.factory import create_app
@pytest.fixture
def app() -> FastAPI:
inj = Injector()
inj.binder.bind(int, 2)
return create_app(inj)
def some_test(app: FastAPI):
# use test client with the new app
client = TestClient(app)
All contributions are welcome. Please raise an issue and/or open a pull request if you'd like to help to make fastapi-injector
better.
- Use poetry to install dependencies
- Use pre-commit to run linters and formatters before committing and pushing
- Write tests for your code