Deployment
==========
Responder applications are standard `ASGI `_
apps. ASGI (Asynchronous Server Gateway Interface) is the modern successor
to WSGI — it supports async, WebSockets, and HTTP/2. This means you can
deploy a Responder app anywhere that runs Python, using any ASGI server.
Running Locally
---------------
During development, ``api.run()`` is all you need::
if __name__ == "__main__":
api.run()
This starts a `uvicorn `_ server on
``127.0.0.1:5042``. Uvicorn is a lightning-fast ASGI server built on
`uvloop `_ — it handles thousands of
concurrent connections efficiently and protects against slowloris attacks,
making a reverse proxy like nginx optional for many deployments.
Docker
------
Docker is the most common way to package and deploy web applications.
Here's a minimal Dockerfile::
FROM python:3.13-slim
WORKDIR /app
COPY . .
RUN pip install responder
ENV PORT=80
EXPOSE 80
CMD ["python", "api.py"]
Build and run::
$ docker build -t myapi .
$ docker run -p 8000:80 myapi
The ``python:3.13-slim`` image is about 150MB — small enough for fast
deploys but includes everything you need. For even smaller images, you
can use ``python:3.13-alpine``, though some packages may need extra
build dependencies.
Cloud Platforms
---------------
Responder automatically honors the ``PORT`` environment variable. When
``PORT`` is set, the server binds to ``0.0.0.0`` on that port — this is
the convention that virtually every cloud platform uses.
This means zero configuration on:
- **Fly.io** — ``fly launch`` and you're done
- **Railway** — push your code, Railway sets ``PORT``
- **Render** — set start command to ``python api.py``
- **Google Cloud Run** — containerize and deploy
- **Azure Container Apps** — same pattern
- **AWS App Runner** — and here too
The pattern is always the same: deploy your code, set the start command
to ``python api.py``, and the platform handles the rest.
Uvicorn Directly
----------------
For production deployments where you want more control, bypass
``api.run()`` and use uvicorn directly::
$ uvicorn api:api --host 0.0.0.0 --port 8000 --workers 4
The ``--workers`` flag spawns multiple processes, each handling requests
independently. A good starting point is 2-4 workers per CPU core.
Uvicorn supports many options — SSL certificates, access logging, graceful
shutdown timeouts, and more. See the
`uvicorn documentation `_ for details.
Reverse Proxy
-------------
For high-traffic production deployments, you may want a reverse proxy like
`nginx `_ or `Caddy `_ in
front of your application for:
- **SSL/TLS termination** — let the proxy handle HTTPS certificates
- **Load balancing** — distribute traffic across multiple app instances
- **Static asset serving** — offload static files to the proxy
- **Rate limiting** — at the infrastructure level
Responder's ``TrustedHostMiddleware`` and ``HTTPSRedirectMiddleware`` work
correctly behind proxies that set standard forwarding headers
(``X-Forwarded-For``, ``X-Forwarded-Proto``).
That said, uvicorn is production-ready on its own. Many applications run
uvicorn directly without a reverse proxy and do just fine.