# Multi-stage build for FastAPI backend FROM python:3.11-slim as builder # Set working directory WORKDIR /app # Install system dependencies RUN apt-get update && apt-get install -y --no-install-recommends \ build-essential \ git \ && rm -rf /var/lib/apt/lists/* # Copy requirements from backend directory COPY backend/requirements.txt . # Install Python dependencies RUN pip install --no-cache-dir --upgrade pip && \ pip install --no-cache-dir -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 COPY backend/app ./backend/app # Copy tradingagents package from project root COPY tradingagents ./tradingagents # Create results directory RUN mkdir -p /app/results # Expose port EXPOSE 8000 # Run the application # Run the application using the PORT environment variable (required by Railway) CMD ["sh", "-c", "uvicorn backend.app.main:app --host 0.0.0.0 --port ${PORT:-8000}"]