kennethreitz c1fe6e11bd Fix memory leak in rate limiter
Empty bucket keys were never removed after their timestamps expired.
Over time this accumulated an entry for every unique client IP that
ever made a request.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-12 18:04:33 -04:00
2026-03-25 19:48:54 -04:00
2018-10-11 13:57:55 -04:00
2026-04-12 18:04:33 -04:00
2026-03-25 19:48:54 -04:00
2024-10-24 02:27:32 +02:00
2026-03-24 15:21:04 -04:00

Responder

A familiar HTTP Service Framework for Python, powered by Starlette.

import responder

api = responder.API()

@api.route("/{greeting}")
async def greet_world(req, resp, *, greeting):
    resp.text = f"{greeting}, world!"

if __name__ == "__main__":
    api.run()
$ pip install responder

That's it. Supports Python 3.10+.

The Basics

  • resp.text sends back text. resp.html sends back HTML. resp.content sends back bytes.
  • resp.media sends back JSON (or YAML, with content negotiation).
  • resp.file("path.pdf") serves a file with automatic content-type detection.
  • req.headers is case-insensitive. req.params gives you query parameters.
  • Both sync and async views work — the async is optional.

Highlights

# Type-safe route parameters
@api.route("/users/{user_id:int}")
async def get_user(req, resp, *, user_id):
    resp.media = {"id": user_id}

# HTTP method filtering
@api.route("/items", methods=["POST"])
async def create_item(req, resp):
    data = await req.media()
    resp.media = {"created": data}

# Class-based views
@api.route("/things/{id}")
class ThingResource:
    def on_get(self, req, resp, *, id):
        resp.media = {"id": id}
    def on_post(self, req, resp, *, id):
        resp.text = "created"

# Before-request hooks (auth, rate limiting, etc.)
@api.route(before_request=True)
def check_auth(req, resp):
    if not req.headers.get("Authorization"):
        resp.status_code = 401
        resp.media = {"error": "unauthorized"}

# Custom error handling
@api.exception_handler(ValueError)
async def handle_error(req, resp, exc):
    resp.status_code = 400
    resp.media = {"error": str(exc)}

# Lifespan events
from contextlib import asynccontextmanager

@asynccontextmanager
async def lifespan(app):
    print("starting up")
    yield
    print("shutting down")

api = responder.API(lifespan=lifespan)

# GraphQL
import graphene
api.graphql("/graphql", schema=graphene.Schema(query=Query))

# WebSockets
@api.route("/ws", websocket=True)
async def websocket(ws):
    await ws.accept()
    while True:
        name = await ws.receive_text()
        await ws.send_text(f"Hello {name}!")

# Mount WSGI/ASGI apps
from flask import Flask
flask_app = Flask(__name__)
api.mount("/flask", flask_app)

# Background tasks
@api.route("/work")
def do_work(req, resp):
    @api.background.task
    def process():
        import time; time.sleep(10)
    process()
    resp.media = {"status": "processing"}

Built-in OpenAPI docs, cookie-based sessions, gzip compression, static file serving, Jinja2 templates, and a production uvicorn server.

Route convertors: str, int, float, uuid, path.

Documentation

https://responder.kennethreitz.org

Languages
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