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responder/docs/source/deployment.rst
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Deployment
==========
Responder applications are standard `ASGI <https://asgi.readthedocs.io/>`_
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 <https://www.uvicorn.org/>`_ server on
``127.0.0.1:5042``. Uvicorn is a lightning-fast ASGI server built on
`uvloop <https://uvloop.readthedocs.io/>`_ — it handles thousands of
concurrent connections efficiently and protects against slowloris attacks,
making a reverse proxy like nginx optional for many deployments.
Responder can also run the current app with Granian when the optional server
extra is installed::
$ uv pip install 'responder[server]'
if __name__ == "__main__":
api.run(server="granian")
If the extra is missing, Responder raises an error with the install command.
This embedded Granian path is single-process; use Granian directly for
multi-worker production 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 --from=ghcr.io/astral-sh/uv:latest /uv /usr/local/bin/uv
COPY . .
RUN uv pip install --system 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. Using ``uv`` for installs
is significantly faster than pip. 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.
Health Check Endpoint
---------------------
Every production deployment needs a health check — a lightweight endpoint
that monitoring tools, load balancers, and orchestrators can poll to verify
your service is running::
@api.route("/health", include_in_schema=False)
def health(req, resp):
resp.media = {"status": "healthy"}
Keep it simple. Don't query the database or do expensive work — the health
check should return instantly. Cloud platforms, Docker, and Kubernetes all
look for an HTTP 200 to confirm your service is alive.
In v5, Responder generates your :doc:`OpenAPI schema <tour>` from route
signatures, so every route is documented automatically. ``include_in_schema=False``
keeps this internal endpoint out of the public spec.
For Docker, add a ``HEALTHCHECK`` instruction::
HEALTHCHECK --interval=30s --timeout=3s \
CMD curl -f http://localhost/health || exit 1
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.
.. note::
Each worker is a separate process. With the default ``sessions="auto"`` and
no signing key set, every worker mints its **own** random key, so signed
session cookies won't validate across workers and load-balanced users get
logged out. Before running more than one worker or instance, set a stable
``RESPONDER_SECRET_KEY`` (or ``API(secret_key=...)``). For sessions that
survive across separate machines, store them server-side with a shared
backend such as ``AsyncRedisSessionBackend``. See the
:doc:`configuration guide <guide-config>`.
Uvicorn supports many options — SSL certificates, access logging, graceful
shutdown timeouts, and more. See the
`uvicorn documentation <https://www.uvicorn.org/deployment/>`_ for details.
For platforms like Heroku or Railway that use a ``Procfile``::
web: uvicorn api:api --host 0.0.0.0 --port $PORT --workers 4
Granian
-------
`Granian <https://github.com/emmett-framework/granian>`_ is a Rust-based HTTP
server that runs ASGI, WSGI, and RSGI apps from a single dependency. It's a
strong production peer to uvicorn — native HTTP/2, WebSockets enabled by
default, and no separate worker package to install.
Install it::
$ uv pip install 'responder[server]'
Responder apps are ASGI, so run them with the ``asgi`` interface::
$ granian --interface asgi api:api
The familiar host, port, and worker flags all apply::
$ granian --interface asgi --host 0.0.0.0 --port 8000 --workers 4 api:api
To serve HTTP/2 in production, add ``--http 2``::
$ granian --interface asgi --host 0.0.0.0 --port 8000 --workers 4 --http 2 api:api
For a ``Procfile``::
web: granian --interface asgi --host 0.0.0.0 --port $PORT --workers 4 api:api
Like uvicorn's ``--workers``, every Granian worker is a separate process, so the
stable-secret-key note above applies here too. ``api.run(server="granian")``
uses Granian's embedded server for the current app object; for workers, reload,
or process supervision, use the Granian CLI shown above.
Docker Compose
--------------
For local development with databases and other services, Docker Compose
ties everything together::
# docker-compose.yml
services:
api:
build: .
ports:
- "5042:80"
environment:
- PORT=80
- DATABASE_URL=postgresql+asyncpg://user:pass@db/myapp
- RESPONDER_SECRET_KEY=dev-only-not-for-production-32chars
depends_on:
- db
db:
image: docker.io/postgres:16-alpine
environment:
POSTGRES_USER: user
POSTGRES_PASSWORD: pass
POSTGRES_DB: myapp
volumes:
- pgdata:/var/lib/postgresql/data
volumes:
pgdata:
Run with ``docker compose up``. The API waits for ``db`` to start, then
connects using the ``DATABASE_URL`` environment variable.
Reverse Proxy
-------------
For high-traffic production deployments, you may want a reverse proxy like
`nginx <https://nginx.org/>`_ or `Caddy <https://caddyserver.com/>`_ 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
A minimal Caddy config that handles HTTPS automatically::
# Caddyfile
example.com {
reverse_proxy localhost:5042
}
Responder's ``TrustedHostMiddleware`` and ``HTTPSRedirectMiddleware`` work
correctly behind proxies that set standard forwarding headers
(``X-Forwarded-For``, ``X-Forwarded-Proto``).
Behind a TLS-terminating proxy this is exactly right: in production
(``debug=False``) Responder marks the session cookie ``Secure`` by default, so
it only travels over HTTPS — no action needed. Only pass
``session_https_only=False`` if you genuinely serve plain HTTP. (Browsers reject
``SameSite=None`` without a Secure cookie, so Responder rejects that combination
too.)
That said, uvicorn and Granian are both production-ready on their own. Many
applications run the ASGI server directly without a reverse proxy and do just
fine.
Production Checklist
--------------------
Before going live:
- **Set a stable secret key** — pass ``API(secret_key=...)`` or set
``RESPONDER_SECRET_KEY`` (16+ chars; generate one with
``python -c "import secrets; print(secrets.token_urlsafe(32))"``). It must be
stable across workers and restarts, or signed sessions stop validating. If
your service is stateless and never touches ``req.session``, pass
``API(sessions=False)`` instead to skip sessions entirely. See the
:doc:`configuration guide <guide-config>`.
- **Disable debug mode** — it's off by default; never set ``debug=True`` in production
- **Set allowed hosts**``allowed_hosts=[...]``, restricted to your domains
- **Use multiple workers**``--workers 4`` or more, depending on CPU cores
(set a stable secret key first — see above)
- **Add a health check**``/health`` endpoint for monitoring
- **Enable HTTPS** — via your proxy, cloud platform, or your ASGI server's
``--ssl-*`` flags; the session cookie is then ``Secure`` automatically
- **Set up logging** — your ASGI server logs requests by default; pipe them to your log aggregator
- **Pin your dependencies** — use a lock file or pinned requirements for reproducible deploys