getting-started/spark/notebooks/Dockerfile

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FROM docker.io/apache/spark:3.5.6-java17

ENV PYSPARK_PYTHON=/home/spark/venv/bin/python \
    PYTHONPATH="${SPARK_HOME}/python/:${SPARK_HOME}/python/lib/py4j-0.10.9.7-src.zip:/home/spark/venv/lib/python3.10/site-packages"

USER root

RUN apt-get update -y && \
    apt-get install -y python3-venv && \
    mkdir -p /home/spark && \
    chown -R spark /home/spark

USER spark

WORKDIR /home/spark

COPY --chown=spark client /home/spark/client
COPY --chown=spark regtests/requirements.txt /tmp
COPY --chown=spark regtests/notebook_requirements.txt /tmp

RUN python3 -m venv /home/spark/venv && \
    . /home/spark/venv/bin/activate && \
    pip install -r /tmp/requirements.txt -r /tmp/notebook_requirements.txt && \
    cd client/python && \
    poetry lock && \
    poetry install --all-extras

EXPOSE 8888
CMD ["/home/spark/venv/bin/jupyter", "lab", "--ip=0.0.0.0", "--port=8888", "--no-browser", "--NotebookApp.token=''"]