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