Created
March 7, 2021 17:24
-
-
Save itayB/4e9b9c9b8eb9dc2c8cc543496e2835c7 to your computer and use it in GitHub Desktop.
Dockerfile for jupyter notebook + Spark
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
FROM itayb/spark:3.1.1-hadoop-3.2.0-aws | |
RUN pip install \ | |
notebook==6.2.0 \ | |
ipynb==0.5.1 \ | |
sparkmonitor==1.1.1 \ | |
pyspark==3.1.1 | |
# install extension to monitor spark | |
RUN jupyter nbextension install sparkmonitor --py --user --symlink | |
RUN jupyter nbextension enable sparkmonitor --py | |
RUN jupyter serverextension enable --py --user --debug sparkmonitor | |
RUN ipython profile create && \ | |
echo "c.InteractiveShellApp.extensions.append('sparkmonitor.kernelextension')" >> $(ipython profile locate default)/ipython_kernel_config.py | |
RUN ln -s /usr/local/lib/python3.8/site-packages/sparkmonitor/listener_2.12.jar /opt/spark/jars/listener_2.12.jar | |
VOLUME /home/notebook/ | |
CMD jupyter notebook --port=8888 --ip=0.0.0.0 --no-browser --allow-root --NotebookApp.token='' --notebook-dir=/home/notebook/ |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment