DevOps

FastAPI Dockerfile Generator

Scaffold a production-optimized Dockerfile for Python FastAPI applications running on Uvicorn with pip dependency caching and non-root execution.

Options

# Stage 1: Builder
FROM python:3.11-alpine AS builder
WORKDIR /app
RUN python -m venv /opt/venv
ENV PATH="/opt/venv/bin:$PATH"
COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt

# Stage 2: Runner
FROM python:3.11-alpine AS runner
WORKDIR /app
COPY --from=builder /opt/venv /opt/venv
ENV PATH="/opt/venv/bin:$PATH"
COPY . .
ENV NODE_ENV=production
EXPOSE 3000
RUN adduser -D appuser
USER appuser
CMD ["python", "app.py"]

FastAPI Dockerfile Generator: Complete Guide

Optimizing FastAPI Dockerfiles for Production

FastAPI applications run on ASGI servers like Uvicorn. For production deployments, always use the '--no-cache-dir' flag with pip to prevent storing package archives inside the image, and bind Uvicorn to 0.0.0.0 to accept connections from outside the container network.

FROM python:3.11-slim
WORKDIR /app
COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt
COPY . .
EXPOSE 8000
CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000"]

How to Use

  1. 1

    Runtime Pre-Selected

    This page has pre-configured the generator for FastAPI. Adjust port, base image, and environment variables as needed.

  2. 2

    Toggle Multi-Stage Build

    Enable multi-stage builds to separate the build environment from the runtime, drastically reducing image size.

  3. 3

    Enable Non-Root Security

    Check the non-root user option to run your container as a non-privileged user for production security.

  4. 4

    Copy & Use

    Switch between Dockerfile, docker-compose.yml, and .dockerignore tabs to copy each file.

Frequently Asked Questions

How do I create a Dockerfile for a FastAPI application?+

Use a Python slim or Alpine base image, copy your requirements.txt first (for Docker layer caching), run 'pip install --no-cache-dir -r requirements.txt', copy your source code, expose port 8000, and run 'uvicorn main:app --host 0.0.0.0 --port 8000'.

What is the best base image for FastAPI Docker containers?+

python:3.11-slim is recommended for most FastAPI apps. It includes the full CPython runtime with a minimal Debian footprint (~150MB). Alpine images are smaller but may cause issues with C-extension packages like uvloop or httptools.

How do I optimize Docker layer caching for pip install?+

Copy requirements.txt before copying your source code. Docker caches each layer, so if requirements.txt hasn't changed, pip install will be served from cache even when your application code changes.