This repository contains trips and tricks for FastAPI. If you have any tip that you believe is useful, feel free to open an issue or a pull request.
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By default, Uvicorn doesn't comes with uvloop and httptools which are faster than the default
asyncio event loop and HTTP parser. You can install them using the following command:
pip install uvloop httptoolsUvicorn will automatically use them if they are installed in your environment.
There's a performance penalty when you use non-async functions in FastAPI. So, always prefer to use async functions.
The penalty comes from the fact that FastAPI will call run_in_threadpool, which will run the
function using a thread pool.
Note
Internally, run_in_threadpool will use anyio.to_thread.run_sync to run the
function in a thread pool.
Tip
There are only 40 threads available in the thread pool. If you use all of them, your application will be blocked.
To change the number of threads available, you can use the following code:
import anyio
from contextlib import asynccontextmanager
from typing import Iterator
from fastapi import FastAPI
@asynccontextmanager
async def lifespan(app: FastAPI) -> Iterator[None]:
limiter = anyio.to_thread.current_default_thread_limiter()
limiter.total_tokens = 100
yield
app = FastAPI(lifespan=lifespan)You can read more about it on AnyIO's documentation.
Most of the examples you will find on the internet use while True to read messages from the WebSocket.
I believe the uglier notation is used mainly because the Starlette documentation didn't show the async for notation for a long time.
Instead of using the while True:
from fastapi import FastAPI
from starlette.websockets import WebSocket
app = FastAPI()
@app.websocket("/ws")
async def websocket_endpoint(websocket: WebSocket) -> None:
await websocket.accept()
while True:
data = await websocket.receive_text()
await websocket.send_text(f"Message text was: {data}")You can use the async for notation:
from fastapi import FastAPI
from starlette.websockets import WebSocket
app = FastAPI()
@app.websocket("/ws")
async def websocket_endpoint(websocket: WebSocket) -> None:
await websocket.accept()
async for data in websocket.iter_text():
await websocket.send_text(f"Message text was: {data}")You can read more about it on the Starlette documentation.
If you are using the while True notation, you will need to catch the WebSocketDisconnect.
The async for notation will catch it for you.
from fastapi import FastAPI
from starlette.websockets import WebSocket, WebSocketDisconnect
app = FastAPI()
@app.websocket("/ws")
async def websocket_endpoint(websocket: WebSocket) -> None:
await websocket.accept()
try:
while True:
data = await websocket.receive_text()
await websocket.send_text(f"Message text was: {data}")
except WebSocketDisconnect:
passIf you need to release resources when the WebSocket is disconnected, you can use that exception to do it.
If you are using an older FastAPI version, only the receive methods will raise the WebSocketDisconnect exception.
The send methods will not raise it. In the latest versions, all methods will raise it.
In that case, you'll need to add the send methods inside the try block.
Since you are using async functions in your application, it will be easier to use HTTPX's AsyncClient
instead of Starlette's TestClient.
from fastapi import FastAPI
app = FastAPI()
@app.get("/")
async def read_root():
return {"Hello": "World"}
# Using TestClient
from starlette.testclient import TestClient
client = TestClient(app)
response = client.get("/")
assert response.status_code == 200
assert response.json() == {"Hello": "World"}
# Using AsyncClient
import anyio
from httpx import AsyncClient
async def main():
async with AsyncClient(app=app, base_url="http://test") as client:
response = await client.get("/")
assert response.status_code == 200
assert response.json() == {"Hello": "World"}
anyio.run(main)If you are using lifespan events (on_startup, on_shutdown or the lifespan parameter), you can use the
asgi-lifespan package to run those events.
from contextlib import asynccontextmanager
from typing import AsyncIterator
import anyio
from asgi_lifespan import LifespanManager
from httpx import AsyncClient
from fastapi import FastAPI
@asynccontextmanager
async def lifespan(app: FastAPI) -> AsyncIterator[None]:
print("Starting app")
yield
print("Stopping app")
app = FastAPI(lifespan=lifespan)
@app.get("/")
async def read_root():
return {"Hello": "World"}
async def main():
async with LifespanManager(app, lifespan) as manager:
async with AsyncClient(app=manager.app) as client:
response = await client.get("/")
assert response.status_code == 200
assert response.json() == {"Hello": "World"}
anyio.run(main)Note
Consider supporting the creator of asgi-lifespan Florimond Manca via GitHub Sponsors.
Since not long ago, FastAPI supports the lifespan state, which defines a standard way to manage objects that need to be created at startup, and need to be used in the request-response cycle.
The app.state is not recommended to be used anymore. You should use the lifespan state instead.
Using the app.state, you'd do something like this:
from contextlib import asynccontextmanager
from typing import AsyncIterator
from fastapi import FastAPI, Request
from httpx import AsyncClient
@asynccontextmanager
async def lifespan(app: FastAPI) -> AsyncIterator[None]:
async with AsyncClient(app=app) as client:
app.state.client = client
yield
await client.aclose()
app = FastAPI(lifespan=lifespan)
@app.get("/")
async def read_root(request: Request):
client = request.app.state.client
response = await client.get("/")
return response.json()Using the lifespan state, you'd do something like this:
from contextlib import asynccontextmanager
from typing import Any, AsyncIterator, TypedDict, cast
from fastapi import FastAPI, Request
from httpx import AsyncClient
class State(TypedDict):
client: AsyncClient
@asynccontextmanager
async def lifespan(app: FastAPI) -> AsyncIterator[State]:
async with AsyncClient(app=app) as client:
yield {"client": client}
app = FastAPI(lifespan=lifespan)
@app.get("/")
async def read_root(request: Request) -> dict[str, Any]:
client = cast(AsyncClient, request.state.client)
response = await client.get("/")
return response.json()For network or various other reasons, you want to customize the swagger resource url in FastAPI, then you can try the following method.
Just check if there is a corresponding resource under the custom URL and it will automatically follow the version of the resource in FastAPI.
import functools
import inspect
from fastapi import FastAPI, applications
from fastapi.openapi.docs import get_swagger_ui_html
def get_function_default_args(func):
sign = inspect.signature(func)
return {k: v.default for k, v in sign.parameters.items() if v.default is not inspect.Parameter.empty}
def swagger_monkey_patch(customize_swagger_js_url, customize_swagger_css_url, *args, **kwargs):
"""
Wrap the function which is generating the HTML for the /docs endpoint and
overwrite the default values for the swagger js and css.
"""
param_dict = get_function_default_args(get_swagger_ui_html)
swagger_js_url = param_dict["swagger_js_url"].replace("https://cdn.jsdelivr.net/npm/", customize_swagger_js_url)
swagger_css_url = param_dict["swagger_css_url"].replace("https://cdn.jsdelivr.net/npm/", customize_swagger_css_url)
return get_swagger_ui_html(*args, **kwargs, swagger_js_url=swagger_js_url, swagger_css_url=swagger_css_url)
applications.get_swagger_ui_html = functools.partial(
swagger_monkey_patch, customize_swagger_js_url="https://unpkg.com/", customize_swagger_css_url="https://unpkg.com/"
)
app = FastAPI()
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