FROM continuumio/miniconda3:latest RUN apt-get update && apt-get install -y \ protobuf-compiler \ sudo \ && apt clean \ && rm -rf /var/lib/apt/lists/* COPY environment.yml /tmp/ RUN conda env create -f /tmp/environment.yml \ && conda clean -afy \ && find /opt/conda/ -follow -type f -name '*.a' -delete \ && find /opt/conda/ -follow -type f -name '*.pyc' -delete \ && find /opt/conda/ -follow -type f -name '*.js.map' -delete \ && rm /tmp/environment.yml ARG username ARG userid ARG home=/home/${username} ARG workdir=${home}/handson-ml3 RUN adduser ${username} --uid ${userid} --gecos '' --disabled-password \ && echo "${username} ALL=(root) NOPASSWD:ALL" > /etc/sudoers.d/${username} \ && chmod 0440 /etc/sudoers.d/${username} WORKDIR ${workdir} RUN chown ${username}:${username} ${workdir} USER ${username} WORKDIR ${workdir} ENV PATH /opt/conda/envs/homl3/bin:$PATH # The config below enables diffing notebooks with nbdiff (and nbdiff support # in git diff command) after connecting to the container by "make exec" (or # "docker-compose exec handson-ml3 bash") # You may also try running: # nbdiff NOTEBOOK_NAME.ipynb # to get nbdiff between checkpointed version and current version of the # given notebook. RUN git-nbdiffdriver config --enable --global # INFO: Optionally uncomment any (one) of the following RUN commands below to ignore either # metadata or details in nbdiff within git diff #RUN git config --global diff.jupyternotebook.command 'git-nbdiffdriver diff --ignore-metadata' RUN git config --global diff.jupyternotebook.command 'git-nbdiffdriver diff --ignore-details' COPY docker/bashrc.bash /tmp/ RUN cat /tmp/bashrc.bash >> ${home}/.bashrc \ && echo "export PATH=\"${workdir}/docker/bin:$PATH\"" >> ${home}/.bashrc \ && sudo rm /tmp/bashrc.bash # INFO: Uncomment lines below to enable automatic save of python-only and html-only # exports alongside the notebook #COPY docker/jupyter_notebook_config.py /tmp/ #RUN cat /tmp/jupyter_notebook_config.py >> ${home}/.jupyter/jupyter_notebook_config.py #RUN sudo rm /tmp/jupyter_notebook_config.py # INFO: Uncomment the RUN command below to disable git diff paging #RUN git config --global core.pager '' # INFO: Uncomment the RUN command below for easy and constant notebook URL (just localhost:8888) # That will switch Jupyter to using empty password instead of a token. # To avoid making a security hole you SHOULD in fact not only uncomment but # regenerate the hash for your own non-empty password and replace the hash below. # You can compute a password hash in any notebook, just run the code: # from notebook.auth import passwd # passwd() # and take the hash from the output #RUN mkdir -p ${home}/.jupyter && \ # echo 'c.NotebookApp.password = u"sha1:c6bbcba2d04b:f969e403db876dcfbe26f47affe41909bd53392e"' \ # >> ${home}/.jupyter/jupyter_notebook_config.py