# syntax=docker/dockerfile:1.4 # Multi-stage build for FastAPI backend with optimized caching FROM python:3.11-slim as builder # Set working directory WORKDIR /app # Install system dependencies (cached layer) RUN apt-get update && apt-get install -y --no-install-recommends \ build-essential \ git \ && rm -rf /var/lib/apt/lists/* # Upgrade pip once (cached layer) RUN pip install --no-cache-dir --upgrade pip # Copy ONLY requirements first for better layer caching # This layer only rebuilds when requirements.txt changes COPY backend/requirements.txt . # Install Python dependencies with BuildKit cache mount # This caches downloaded packages between builds, dramatically speeding up rebuilds RUN --mount=type=cache,target=/root/.cache/pip \ pip install --prefer-binary -r requirements.txt # Production stage FROM python:3.11-slim WORKDIR /app # Copy dependencies from builder COPY --from=builder /usr/local/lib/python3.11/site-packages /usr/local/lib/python3.11/site-packages COPY --from=builder /usr/local/bin /usr/local/bin # Copy application code from backend directory (including __main__.py for python -m) COPY backend ./backend # Copy tradingagents package from project root COPY tradingagents ./tradingagents # Copy fonts for PDF generation (Noto Serif TC for Chinese) COPY Cactus_Classical_Serif,Noto_Serif_TC ./Cactus_Classical_Serif,Noto_Serif_TC # Create results directory RUN mkdir -p /app/results # Expose port EXPOSE 8000 # Run the application using the PORT environment variable (required by Railway) # Using --reload false to prevent hot-reload issues in production CMD ["sh", "-c", "python -m backend --reload false --port ${PORT:-8000}"]