FROM mcr.microsoft.com/devcontainers/python:1-3.10-bullseye
RUN pip install --upgrade pip
RUN pip3 install --user numpy==1.25 fairlearn==0.9.0 plotly==5.24.1 nbformat==5.10.4 aif360[inFairness]==0.6.1 ipykernel==6.29.5 BlackBoxAuditing==0.1.54 cvxpy==1.6.0 lime==0.2.0.1 dice-ml==0.11 jupyterlab notebook
RUN apt update -y
RUN apt-get install -y r-base-dev
WORKDIR "/root/.local/lib/python3.10/site-packages/aif360/data/raw/meps"
RUN echo 'y' | Rscript generate_data.R
WORKDIR "/root/"
EXPOSE 8888

CMD ["/root/.local/bin/jupyter", "lab", "--ip=0.0.0.0", "--port=8888", "--no-browser", "--allow-root", "--NotebookApp.token=fairness"]