|
| 1 | +# |
| 2 | +# Python Jupyter notebooks for Artificial Intelligence (AI) / Machine Learning (ML) on CentOS 8 |
| 3 | +# |
| 4 | +# Reference: |
| 5 | +# * https://cloud.docker.com/u/artificialintelligence/repository/docker/artificialintelligence/python-jupyter |
| 6 | +# * https://github.com/machine-learning-helpers/docker-python-jupyter/tree/master/centos8 |
| 7 | +# * https://github.com/cpp-projects-showcase/docker-images |
| 8 | +# * https://cloud.docker.com/u/cpppythondevelopment/repository/docker/cpppythondevelopment/base/tree/master/centos8 |
| 9 | +# |
| 10 | + |
| 11 | +FROM cpppythondevelopment/base:centos8 |
| 12 | +MAINTAINER Denis Arnaud <denis.arnaud_github at m4x dot org> |
| 13 | +LABEL version="0.1" |
| 14 | + |
| 15 | +# Configuration |
| 16 | +ENV container docker |
| 17 | +ENV HOME /home/build |
| 18 | +ENV LANGUAGE en_US:en |
| 19 | +ENV LANG en_US.UTF-8 |
| 20 | +ENV LC_ALL $LANG |
| 21 | + |
| 22 | +# Create the top directories to host the notebook and data samples |
| 23 | +USER root |
| 24 | +RUN mkdir -p /notebook /data && chown build.build /notebook /data |
| 25 | + |
| 26 | +# Switch to the `build` user |
| 27 | +USER build |
| 28 | + |
| 29 | +# Python |
| 30 | +ENV PATH $HOME/.pyenv/bin:$HOME/.pyenv/shims:$PATH |
| 31 | + |
| 32 | +# Download some sample notebooks and data sets |
| 33 | +WORKDIR /notebook |
| 34 | +RUN git clone https://github.com/machine-learning-helpers/induction-python.git . |
| 35 | +WORKDIR /data |
| 36 | +RUN git clone https://github.com/machine-learning-helpers/data-samples.git . |
| 37 | + |
| 38 | +# The base directory is where the Jupyter notebook samples have been dowloaded. |
| 39 | +# However, that directory may be overshadowed by the one the user running that |
| 40 | +# Docker image may wish to mount instead. |
| 41 | +# There is content (which can be overshadowed) in that directory just in case |
| 42 | +# the user does not want to mount her/his own Jupyter notebooks. |
| 43 | +# Same comment for the content of the /data directory. |
| 44 | +VOLUME /notebook |
| 45 | +WORKDIR /notebook |
| 46 | + |
| 47 | +# Install the Python dependencies, including Jupyter |
| 48 | +RUN pipenv install |
| 49 | + |
| 50 | +# Tell Docker that about the Jupyter port |
| 51 | +EXPOSE 8888 |
| 52 | + |
| 53 | +# Launch Jupyter |
| 54 | +CMD pipenv run jupyter lab --allow-root --no-browser --ip 0.0.0.0 --NotebookApp.token= |
| 55 | + |
0 commit comments