| # Use the official Jupyter Docker image | |
| FROM jupyter/base-notebook:latest | |
| # Switch to the root user to perform privileged actions | |
| USER root | |
| # Install Jupyter Lab and additional packages | |
| RUN pip install --no-cache-dir \ | |
| jupyterlab \ | |
| torch \ | |
| tensorflow \ | |
| transformers \ | |
| datasets \ | |
| matplotlib \ | |
| seaborn \ | |
| scikit-learn \ | |
| pandas | |
| # Copy the app.py script to the container | |
| COPY app.py /home/jovyan/app.py | |
| # Expose the ports Jupyter Lab and the redirect server will run on | |
| EXPOSE 8888 8000 | |
| # Switch back to the notebook user | |
| USER $NB_UID | |
| # Start the servers using app.py | |
| CMD ["python", "/home/jovyan/app.py"] |