# Medical Diagnostic Environment - Production Dockerfile # # This Dockerfile containerizes the complete Medical Diagnostic Environment. # It can be deployed to Docker Hub, GitHub Container Registry, or Hugging Face Spaces. FROM python:3.11-slim WORKDIR /app # Set environment variables ENV PYTHONUNBUFFERED=1 \ PYTHONDONTWRITEBYTECODE=1 \ PIP_NO_CACHE_DIR=1 \ PIP_DISABLE_PIP_VERSION_CHECK=1 # Install system dependencies (minimal) RUN apt-get update && apt-get install -y --no-install-recommends \ curl \ && rm -rf /var/lib/apt/lists/* # Copy and install Python dependencies first (for layer caching) COPY server/requirements.txt /tmp/requirements.txt RUN pip install --no-cache-dir -r /tmp/requirements.txt && \ rm /tmp/requirements.txt # Copy application code COPY models.py . COPY client.py . COPY server/ ./server/ # Create __init__ files for Python packages RUN touch __init__.py && \ touch server/__init__.py # Health check - validates the server is running and responsive HEALTHCHECK --interval=30s --timeout=10s --start-period=5s --retries=3 \ CMD curl -f http://localhost:8000/health || exit 1 # Expose port EXPOSE 8000 # Run the FastAPI server with uvicorn CMD ["uvicorn", "server.app:app", "--host", "0.0.0.0", "--port", "8000", "--workers", "4"]