96 lines
3.3 KiB
Docker
96 lines
3.3 KiB
Docker
FROM continuumio/anaconda3:2019.03
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RUN apt-get update && apt-get upgrade -y \
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&& apt-get install -y \
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libpq-dev \
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build-essential \
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git \
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sudo \
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cmake zlib1g-dev libjpeg-dev xvfb libav-tools xorg-dev libboost-all-dev libsdl2-dev swig \
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unzip zip \
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&& rm -rf /var/lib/apt/lists/*
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RUN conda update -n base conda
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RUN conda install -y \
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joblib \
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PyYAML==3.13
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RUN conda install -y -c conda-forge \
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pyopengl \
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xgboost \
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nbdime
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RUN pip install "urlextract"
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RUN pip install "gym[atari,box2d,classic_control]"
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RUN pip install "tensorflow-hub"
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RUN pip install "tensorflow-serving-api"
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RUN pip install "tfx"
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#RUN pip install "tensorflow-addons"
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RUN pip install "tf-agents-nightly"
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RUN pip install "tfds-nightly"
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RUN pip install "tfp-nightly"
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RUN pip uninstall -y tensorflow
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RUN pip uninstall -y tensorboard
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RUN pip install "tf-nightly-2.0-preview"
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RUN pip install "tb-nightly"
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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-ml2
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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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# 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-ml2 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 >> ${home}/.bashrc
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RUN echo "export PATH=\"${workdir}/docker/bin:$PATH\"" >> ${home}/.bashrc
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RUN 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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