| FROM python:3.11-slim | |
| # Set environment variables | |
| ENV DEBIAN_FRONTEND=noninteractive | |
| ENV TZ=UTC | |
| # Install system dependencies | |
| RUN apt-get update && apt-get install -y \ | |
| build-essential \ | |
| libsqlite3-dev \ | |
| && rm -rf /var/lib/apt/lists/* | |
| # Set working directory | |
| WORKDIR /app | |
| # Install Python dependencies | |
| RUN pip install --no-cache-dir --upgrade pip setuptools && \ | |
| pip install --no-cache-dir \ | |
| fastapi==0.113.0 \ | |
| pymongo==4.9.1 \ | |
| pandas==2.2.3 \ | |
| numpy==1.26.4 \ | |
| scikit-learn==1.5.2 \ | |
| joblib==1.4.2 \ | |
| uvicorn==0.30.6 | |
| # Copy your application files | |
| COPY . . | |
| # Expose the port | |
| EXPOSE 7860 | |
| # Command to run your application | |
| CMD ["python", "app.py"] | |