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 RUN adduser ${username} --gecos '' --disabled-password && \ echo "${username} ALL=(root) NOPASSWD:ALL" > /etc/sudoers.d/${username} && \ chmod 0440 /etc/sudoers.d/${username} ENV HOME /home/${username} WORKDIR ${HOME}/handson-ml RUN chown ${username}:${username} ${HOME}/handson-ml USER ${username} RUN jupyter contrib nbextension install --user RUN jupyter nbextension enable toc2/main # INFO: Have RUN command below uncommented to for easy and constant URL (just localhost:8888) # (by setting empty password instead of using a token) # To avoid making a security hole the best would be to regenerate a hash for # your own non-empty password and to replace the hash below. # You can compute a password hash in the notebook, just run the code: # from notebook.auth import passwd # passwd() RUN mkdir -p ${HOME}/.jupyter && \ echo 'c.NotebookApp.password = u"sha1:c6bbcba2d04b:f969e403db876dcfbe26f47affe41909bd53392e"' \ >> ${HOME}/.jupyter/jupyter_notebook_config.py # INFO: Below - work in progress, nbdime not totally integrated, still it enables diffing # notebooks via nbdiff after connecting to container by "make exec" (docker exec) # Use: # 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 ${HOME}/handson-ml COPY docker/bashrc /tmp/bashrc RUN cat /tmp/bashrc >> ${HOME}/.bashrc RUN sudo rm -rf /tmp/bashrc