Home >Backend Development >Python Tutorial >How Can I Avoid 'ConnectionClosed' Errors When Making Concurrent HTTP Requests in FastAPI Using Uvicorn?

How Can I Avoid 'ConnectionClosed' Errors When Making Concurrent HTTP Requests in FastAPI Using Uvicorn?

DDD
DDDOriginal
2024-12-12 21:59:15502browse

How Can I Avoid

Making HTTP Requests in Uvicorn/FastAPI

When handling HTTP endpoints built using FastAPI and Uvicorn, it's common to request data from external APIs. However, when dealing with multiple concurrent requests, errors such as "can't handle event type ConnectionClosed when role=SERVER and state=SEND_RESPONSE" may arise. This happens because the default HTTP client library, 'requests', is not fully thread-safe when utilized in such a concurrent environment.

To resolve this issue, consider implementing the alternative HTTP client library called httpx. It offers an async API that helps avoid thread safety issues within FastAPI. The example below showcases how to employ httpx in FastAPI:

from fastapi import FastAPI, Request, BackgroundTask
from fastapi.responses import StreamingResponse, Response
from contextlib import asynccontextmanager
import httpx

@asynccontextmanager
async def lifespan(app: FastAPI):
    async with httpx.AsyncClient() as client:
        yield {'client': client}

app = FastAPI(lifespan=lifespan)

@app.get('/')
async def home(request: Request):
    client = request.state.client
    req = client.build_request('GET', 'https://www.example.com')
    r = await client.send(req, stream=True)
    return StreamingResponse(r.aiter_raw(), background=BackgroundTask(r.aclose())) 

By utilizing httpx's async API, you can handle HTTP requests within FastAPI more efficiently while maintaining thread safety. You can further customize the connection pool size using the 'limits' keyword argument on the Client object.

The above is the detailed content of How Can I Avoid 'ConnectionClosed' Errors When Making Concurrent HTTP Requests in FastAPI Using Uvicorn?. For more information, please follow other related articles on the PHP Chinese website!

Statement:
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn