| FROM python:3.12-slim | |
| WORKDIR /app | |
| RUN apt-get update && apt-get install -y \ | |
| build-essential \ | |
| git \ | |
| git-lfs \ | |
| ffmpeg \ | |
| libsm6 \ | |
| libxext6 \ | |
| cmake \ | |
| rsync \ | |
| libgl1 \ | |
| && rm -rf /var/lib/apt/lists/* | |
| COPY requirements.txt . | |
| RUN pip install --no-cache-dir -r requirements.txt && \ | |
| pip install --no-cache-dir streamlit | |
| COPY app.py . | |
| COPY student_performance_production_bundle.pkl . | |
| EXPOSE 8080 | |
| CMD ["streamlit", "run", "app.py", "--server.port=8080", "--server.address=0.0.0.0"] | |