FROM python:3.10-slim WORKDIR /app # Install system dependencies RUN apt-get update && apt-get install -y \ curl \ && rm -rf /var/lib/apt/lists/* # Copy requirements first for better caching COPY requirements.txt . RUN pip install --no-cache-dir -r requirements.txt # Copy application files COPY ml.py . COPY app.py . # Create a non-root user RUN useradd -m -u 1000 user USER user # Set environment variables ENV HOME=/home/user \ PATH=/home/user/.local/bin:$PATH WORKDIR $HOME/app # Copy files to user directory COPY --chown=user . $HOME/app EXPOSE 7860 # Health check HEALTHCHECK --interval=30s --timeout=10s --start-period=40s --retries=3 \ CMD curl -f http://localhost:7860/health || exit 1 CMD ["uvicorn", "ml:app", "--host", "0.0.0.0", "--port", "7860"]