FROM continuumio/anaconda3 RUN apt-get update && apt-get upgrade -y \ && apt-get install -y \ libpq-dev \ build-essential \ git \ sudo \ && rm -rf /var/lib/apt/lists/* RUN conda install -y -c conda-forge \ tensorflow=1.0.0 \ jupyter_contrib_nbextensions ARG username ARG userid RUN adduser ${username} --uid ${userid} --gecos '' --disabled-password \ && echo "${username} ALL=(root) NOPASSWD:ALL" > /etc/sudoers.d/${username} \ && chmod 0440 /etc/sudoers.d/${username} ENV HOME /home/${username} ARG workdir=${HOME}/handson-ml WORKDIR ${workdir} RUN chown ${username}:${username} ${workdir} USER ${username} RUN jupyter contrib nbextension install --user RUN jupyter nbextension enable toc2/main ## 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 ## INFO: Uncomment the RUN command below to disable git diff paging RUN git config --global core.pager '' # INFO: Below - work in progress, nbdime not totally integrated, still it enables diffing # notebooks with nbdiff (and nbdiff support in git diff command) after connecting to # the container by "make exec" (docker exec) # Try: # nbd NOTEBOOK_NAME.ipynb # to get nbdiff between checkpointed version and current version of the given notebook USER root WORKDIR / RUN conda install -y -c conda-forge nbdime USER ${username} WORKDIR ${workdir} 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' # INFO: Dirty nbdime patching COPY docker/nbdime-*.patch /tmp/ USER root WORKDIR / RUN patch -d /opt/conda/lib/python3.6/site-packages -p1 --forward --reject-file=- < \ /tmp/nbdime-1-details.patch \ && patch -d /opt/conda/lib/python3.6/site-packages -p1 --forward --reject-file=- < \ /tmp/nbdime-2-toc.patch RUN rm /tmp/nbdime-*.patch USER ${username} WORKDIR ${workdir} COPY docker/bashrc /tmp/bashrc RUN cat /tmp/bashrc >> ${HOME}/.bashrc RUN sudo rm /tmp/bashrc # INFO: Git filter testing COPY docker/ipynb_cleaner.py /usr/bin/ipynb_cleaner RUN mkdir -p ~/.config/git \ && echo '*.ipynb filter=clean_ipynb' >> ~/.config/git/attributes \ && git config --global filter.clean_ipynb.clean ipynb_cleaner \ && git config --global filter.clean_ipynb.smudge cat # && git config --global filter.clean_ipynb.clean 'ipynb_cleaner %f'