# Multi-stage build for smaller image size FROM python:3.10-slim as builder # Set working directory WORKDIR /app # Install build dependencies RUN apt-get update && apt-get install -y \ build-essential \ && rm -rf /var/lib/apt/lists/* # Copy requirements COPY requirements.txt . # Install Python dependencies RUN pip install --no-cache-dir --user -r requirements.txt # Final stage FROM python:3.10-slim # Set working directory WORKDIR /app # Copy Python packages from builder COPY --from=builder /root/.local /root/.local # Make sure scripts in .local are usable ENV PATH=/root/.local/bin:$PATH # Copy application code COPY ./app ./app # Copy models directory with all files COPY ./models ./models # Debug: List files to verify RUN echo "=== Checking models directory ===" && \ ls -la ./models/ && \ echo "=== Current directory ===" && \ pwd && \ ls -la # Set environment variables ENV PYTHONUNBUFFERED=1 ENV PYTHONDONTWRITEBYTECODE=1 ENV MODEL_PATH=./models/PhoBERTFineTuned_best.pth # Expose port EXPOSE 7860 # Health check HEALTHCHECK --interval=30s --timeout=10s --start-period=5s --retries=3 \ CMD python -c "import requests; requests.get('http://localhost:7860/api/v1/health')" # Run the application CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "7860"]