gpu-jupyter/Dockerfile

# Use NVIDIA CUDA as base image and run the same installation as in the other packages.
FROM nvidia/cuda:10.1-base-ubuntu18.04
LABEL maintainer="Jupyter Project <jupyter@googlegroups.com>"

############################################################################
#################### Dependency: jupyter/base-image ########################
############################################################################

# Copyright (c) Jupyter Development Team.
# Distributed under the terms of the Modified BSD License.

# Ubuntu 18.04 (bionic)
# https://hub.docker.com/_/ubuntu/?tab=tags&name=bionic
ARG ROOT_CONTAINER=ubuntu:bionic-20200112@sha256:bc025862c3e8ec4a8754ea4756e33da6c41cba38330d7e324abd25c8e0b93300

LABEL maintainer="Jupyter Project <jupyter@googlegroups.com>"
ARG NB_USER="jovyan"
ARG NB_UID="1000"
ARG NB_GID="100"

USER root

# Install all OS dependencies for notebook server that starts but lacks all
# features (e.g., download as all possible file formats)
ENV DEBIAN_FRONTEND noninteractive
RUN apt-get update \
 && apt-get install -yq --no-install-recommends \
    wget \
    bzip2 \
    ca-certificates \
    sudo \
    locales \
    fonts-liberation \
    run-one \
 && apt-get clean && rm -rf /var/lib/apt/lists/*

RUN echo "en_US.UTF-8 UTF-8" > /etc/locale.gen && \
    locale-gen

# Configure environment
ENV CONDA_DIR=/opt/conda \
    SHELL=/bin/bash \
    NB_USER=$NB_USER \
    NB_UID=$NB_UID \
    NB_GID=$NB_GID \
    LC_ALL=en_US.UTF-8 \
    LANG=en_US.UTF-8 \
    LANGUAGE=en_US.UTF-8
ENV PATH=$CONDA_DIR/bin:$PATH \
    HOME=/home/$NB_USER

# Copy a script that we will use to correct permissions after running certain commands
COPY fix-permissions /usr/local/bin/fix-permissions
RUN chmod a+rx /usr/local/bin/fix-permissions

# Enable prompt color in the skeleton .bashrc before creating the default NB_USER
RUN sed -i 's/^#force_color_prompt=yes/force_color_prompt=yes/' /etc/skel/.bashrc

# Create NB_USER wtih name jovyan user with UID=1000 and in the 'users' group
# and make sure these dirs are writable by the `users` group.
RUN echo "auth requisite pam_deny.so" >> /etc/pam.d/su && \
    sed -i.bak -e 's/^%admin/#%admin/' /etc/sudoers && \
    sed -i.bak -e 's/^%sudo/#%sudo/' /etc/sudoers && \
    useradd -m -s /bin/bash -N -u $NB_UID $NB_USER && \
    mkdir -p $CONDA_DIR && \
    chown $NB_USER:$NB_GID $CONDA_DIR && \
    chmod g+w /etc/passwd && \
    fix-permissions $HOME && \
    fix-permissions "$(dirname $CONDA_DIR)"

USER $NB_UID
WORKDIR $HOME
ARG PYTHON_VERSION=default

# Setup work directory for backward-compatibility
RUN mkdir /home/$NB_USER/work && \
    fix-permissions /home/$NB_USER

# Install conda as jovyan and check the md5 sum provided on the download site
ENV MINICONDA_VERSION=4.7.12.1 \
    MINICONDA_MD5=81c773ff87af5cfac79ab862942ab6b3 \
    CONDA_VERSION=4.7.12

RUN cd /tmp && \
    wget --quiet https://repo.continuum.io/miniconda/Miniconda3-${MINICONDA_VERSION}-Linux-x86_64.sh && \
    echo "${MINICONDA_MD5} *Miniconda3-${MINICONDA_VERSION}-Linux-x86_64.sh" | md5sum -c - && \
    /bin/bash Miniconda3-${MINICONDA_VERSION}-Linux-x86_64.sh -f -b -p $CONDA_DIR && \
    rm Miniconda3-${MINICONDA_VERSION}-Linux-x86_64.sh && \
    echo "conda ${CONDA_VERSION}" >> $CONDA_DIR/conda-meta/pinned && \
    conda config --system --prepend channels conda-forge && \
    conda config --system --set auto_update_conda false && \
    conda config --system --set show_channel_urls true && \
    if [ ! $PYTHON_VERSION = 'default' ]; then conda install --yes python=$PYTHON_VERSION; fi && \
    conda list python | grep '^python ' | tr -s ' ' | cut -d '.' -f 1,2 | sed 's/$/.*/' >> $CONDA_DIR/conda-meta/pinned && \
    conda install --quiet --yes conda && \
    conda install --quiet --yes pip && \
    conda update --all --quiet --yes && \
    conda clean --all -f -y && \
    rm -rf /home/$NB_USER/.cache/yarn && \
    fix-permissions $CONDA_DIR && \
    fix-permissions /home/$NB_USER

# Install Tini
RUN conda install --quiet --yes 'tini=0.18.0' && \
    conda list tini | grep tini | tr -s ' ' | cut -d ' ' -f 1,2 >> $CONDA_DIR/conda-meta/pinned && \
    conda clean --all -f -y && \
    fix-permissions $CONDA_DIR && \
    fix-permissions /home/$NB_USER

# Install Jupyter Notebook, Lab, and Hub
# Generate a notebook server config
# Cleanup temporary files
# Correct permissions
# Do all this in a single RUN command to avoid duplicating all of the
# files across image layers when the permissions change
RUN conda install --quiet --yes \
    'notebook=6.0.3' \
    'jupyterhub=1.1.0' \
    'jupyterlab=1.2.5' && \
    conda clean --all -f -y && \
    npm cache clean --force && \
    jupyter notebook --generate-config && \
    rm -rf $CONDA_DIR/share/jupyter/lab/staging && \
    rm -rf /home/$NB_USER/.cache/yarn && \
    fix-permissions $CONDA_DIR && \
    fix-permissions /home/$NB_USER

EXPOSE 8888

# Configure container startup
ENTRYPOINT ["tini", "-g", "--"]
CMD ["start-notebook.sh"]

# Copy local files as late as possible to avoid cache busting
COPY start.sh /usr/local/bin/
COPY start-notebook.sh /usr/local/bin/
COPY start-singleuser.sh /usr/local/bin/
COPY jupyter_notebook_config.py /etc/jupyter/

# Fix permissions on /etc/jupyter as root
USER root
RUN fix-permissions /etc/jupyter/

# Switch back to jovyan to avoid accidental container runs as root
USER $NB_UID

############################################################################
################# Dependency: jupyter/minimal-notebook #####################
############################################################################

# Copyright (c) Jupyter Development Team.
# Distributed under the terms of the Modified BSD License.

LABEL maintainer="Jupyter Project <jupyter@googlegroups.com>"

USER root

# Install all OS dependencies for fully functional notebook server
RUN apt-get update && apt-get install -yq --no-install-recommends \
    build-essential \
    emacs \
    git \
    inkscape \
    jed \
    libsm6 \
    libxext-dev \
    libxrender1 \
    lmodern \
    netcat \
    python-dev \
    # ---- nbconvert dependencies ----
    texlive-xetex \
    texlive-fonts-recommended \
    texlive-generic-recommended \
    # Optional dependency
    texlive-fonts-extra \
    # ----
    tzdata \
    unzip \
    nano \
    && apt-get clean && rm -rf /var/lib/apt/lists/*

# Switch back to jovyan to avoid accidental container runs as root
USER $NB_UID

############################################################################
################# Dependency: jupyter/scipy-notebook #######################
############################################################################

# Copyright (c) Jupyter Development Team.
# Distributed under the terms of the Modified BSD License.

LABEL maintainer="Jupyter Project <jupyter@googlegroups.com>"

USER root

# ffmpeg for matplotlib anim
RUN apt-get update && \
    apt-get install -y --no-install-recommends ffmpeg && \
    rm -rf /var/lib/apt/lists/*

USER $NB_UID

# Install Python 3 packages
RUN conda install --quiet --yes \
    'beautifulsoup4=4.8.*' \
    'conda-forge::blas=*=openblas' \
    'bokeh=1.4.*' \
    'cloudpickle=1.2.*' \
    'cython=0.29.*' \
    'dask=2.9.*' \
    'dill=0.3.*' \
    'h5py=2.10.*' \
    'hdf5=1.10.*' \
    'ipywidgets=7.5.*' \
    'matplotlib-base=3.1.*' \
    'numba=0.48.*' \
    'numexpr=2.7.*' \
    'pandas=0.25.*' \
    'patsy=0.5.*' \
    'protobuf=3.11.*' \
    'scikit-image=0.16.*' \
    'scikit-learn=0.22.*' \
    'scipy=1.4.*' \
    'seaborn=0.9.*' \
    'sqlalchemy=1.3.*' \
    'statsmodels=0.11.*' \
    'sympy=1.5.*' \
    'vincent=0.4.*' \
    'xlrd' \
    && \
    conda clean --all -f -y && \
    # Activate ipywidgets extension in the environment that runs the notebook server
    jupyter nbextension enable --py widgetsnbextension --sys-prefix && \
    # Also activate ipywidgets extension for JupyterLab
    # Check this URL for most recent compatibilities
    # https://github.com/jupyter-widgets/ipywidgets/tree/master/packages/jupyterlab-manager
    jupyter labextension install @jupyter-widgets/jupyterlab-manager@^1.0.1 --no-build && \
    jupyter labextension install jupyterlab_bokeh@1.0.0 --no-build && \
    jupyter lab build && \
    npm cache clean --force && \
    rm -rf $CONDA_DIR/share/jupyter/lab/staging && \
    rm -rf /home/$NB_USER/.cache/yarn && \
    rm -rf /home/$NB_USER/.node-gyp && \
    fix-permissions $CONDA_DIR && \
    fix-permissions /home/$NB_USER

# Install facets which does not have a pip or conda package at the moment
RUN cd /tmp && \
    git clone https://github.com/PAIR-code/facets.git && \
    cd facets && \
    jupyter nbextension install facets-dist/ --sys-prefix && \
    cd && \
    rm -rf /tmp/facets && \
    fix-permissions $CONDA_DIR && \
    fix-permissions /home/$NB_USER

# Import matplotlib the first time to build the font cache.
ENV XDG_CACHE_HOME /home/$NB_USER/.cache/
RUN MPLBACKEND=Agg python -c "import matplotlib.pyplot" && \
    fix-permissions /home/$NB_USER

USER $NB_UID

############################################################################
################ Dependency: jupyter/datascience-notebook ##################
############################################################################

# Copyright (c) Jupyter Development Team.
# Distributed under the terms of the Modified BSD License.

LABEL maintainer="Jupyter Project <jupyter@googlegroups.com>"

# Set when building on Travis so that certain long-running build steps can
# be skipped to shorten build time.
ARG TEST_ONLY_BUILD

USER root

# R pre-requisites
RUN apt-get update && \
    apt-get install -y --no-install-recommends \
    fonts-dejavu \
    gfortran \
    gcc && \
    rm -rf /var/lib/apt/lists/*

# Julia dependencies
# install Julia packages in /opt/julia instead of $HOME
ENV JULIA_DEPOT_PATH=/opt/julia
ENV JULIA_PKGDIR=/opt/julia
ENV JULIA_VERSION=1.3.1

RUN mkdir /opt/julia-${JULIA_VERSION} && \
    cd /tmp && \
    wget -q https://julialang-s3.julialang.org/bin/linux/x64/`echo ${JULIA_VERSION} | cut -d. -f 1,2`/julia-${JULIA_VERSION}-linux-x86_64.tar.gz && \
    echo "faa707c8343780a6fe5eaf13490355e8190acf8e2c189b9e7ecbddb0fa2643ad *julia-${JULIA_VERSION}-linux-x86_64.tar.gz" | sha256sum -c - && \
    tar xzf julia-${JULIA_VERSION}-linux-x86_64.tar.gz -C /opt/julia-${JULIA_VERSION} --strip-components=1 && \
    rm /tmp/julia-${JULIA_VERSION}-linux-x86_64.tar.gz
RUN ln -fs /opt/julia-*/bin/julia /usr/local/bin/julia

# Show Julia where conda libraries are \
RUN mkdir /etc/julia && \
    echo "push!(Libdl.DL_LOAD_PATH, \"$CONDA_DIR/lib\")" >> /etc/julia/juliarc.jl && \
    # Create JULIA_PKGDIR \
    mkdir $JULIA_PKGDIR && \
    chown $NB_USER $JULIA_PKGDIR && \
    fix-permissions $JULIA_PKGDIR

USER $NB_UID

# R packages including IRKernel which gets installed globally.
RUN conda install --quiet --yes \
    'r-base=3.6.2' \
    'r-caret=6.0*' \
    'r-crayon=1.3*' \
    'r-devtools=2.2*' \
    'r-forecast=8.10*' \
    'r-hexbin=1.28*' \
    'r-htmltools=0.4*' \
    'r-htmlwidgets=1.5*' \
    'r-irkernel=1.1*' \
    'r-nycflights13=1.0*' \
    'r-plyr=1.8*' \
    'r-randomforest=4.6*' \
    'r-rcurl=1.98*' \
    'r-reshape2=1.4*' \
    'r-rmarkdown=2.1*' \
    'r-rsqlite=2.1*' \
    'r-shiny=1.3*' \
    'r-tidyverse=1.3*' \
    'rpy2=3.1*' \
    && \
    conda clean --all -f -y && \
    fix-permissions $CONDA_DIR && \
    fix-permissions /home/$NB_USER

# Add Julia packages. Only add HDF5 if this is not a test-only build since
# it takes roughly half the entire build time of all of the images on Travis
# to add this one package and often causes Travis to timeout.
#
# Install IJulia as jovyan and then move the kernelspec out
# to the system share location. Avoids problems with runtime UID change not
# taking effect properly on the .local folder in the jovyan home dir.
RUN julia -e 'import Pkg; Pkg.update()' && \
    (test $TEST_ONLY_BUILD || julia -e 'import Pkg; Pkg.add("HDF5")') && \
    julia -e "using Pkg; pkg\"add IJulia\"; pkg\"precompile\"" && \
    # move kernelspec out of home \
    mv $HOME/.local/share/jupyter/kernels/julia* $CONDA_DIR/share/jupyter/kernels/ && \
    chmod -R go+rx $CONDA_DIR/share/jupyter && \
    rm -rf $HOME/.local && \
    fix-permissions $JULIA_PKGDIR $CONDA_DIR/share/jupyter

############################################################################
################ Dependency: jupyter/tensorflow-notebook ###################
############################################################################

# Copyright (c) Jupyter Development Team.
# Distributed under the terms of the Modified BSD License.

LABEL maintainer="Jupyter Project <jupyter@googlegroups.com>"

# Install Tensorflow
RUN pip install --quiet \
    'tensorflow==2.1.0' && \
    fix-permissions $CONDA_DIR && \
    fix-permissions /home/$NB_USER

############################################################################
########################## Dependency: pytorch #############################
############################################################################

# Install PyTorch dependencies
RUN conda install --quiet --yes \
    pyyaml mkl mkl-include setuptools cmake cffi typing && \
    conda clean --all -f -y && \
    fix-permissions $CONDA_DIR && \
    fix-permissions /home/$NB_USER

# Install PyTorch
RUN conda install -y -c pytorch \
    cudatoolkit=10.1 \
    'pytorch=1.3.1' \
    torchvision && \
    conda clean --all -f -y && \
    fix-permissions $CONDA_DIR && \
    fix-permissions /home/$NB_USER

############################################################################
############################ Useful packages ###############################
############################################################################

# Update conda
RUN conda update -n base conda -y

USER root

# Install elasticsearch libs
USER root
RUN apt-get update \
 && curl -sL https://repo1.maven.org/maven2/org/elasticsearch/elasticsearch-hadoop/6.8.1/elasticsearch-hadoop-6.8.1.jar
RUN pip install --no-cache-dir elasticsearch==7.1.0

# Install rpy2 to share data between Python and R
RUN conda install rpy2=2.9.4 plotly=4.4.1
RUN conda install -c conda-forge ipyleaflet

# Install important packages and Graphviz
RUN set -ex \
 && buildDeps=' \
    graphviz==0.11 \
' \
 && apt-get update \
 && apt-get -y install htop apt-utils graphviz libgraphviz-dev \
 && pip install --no-cache-dir $buildDeps

# Install various extensions
RUN jupyter labextension install @jupyterlab/github
RUN jupyter labextension install jupyterlab-drawio
RUN jupyter labextension install jupyter-leaflet
RUN jupyter labextension install @jupyterlab/plotly-extension
RUN jupyter labextension install @jupyter-widgets/jupyterlab-manager
RUN pip install --no-cache-dir jupyter-tabnine==1.0.2  && \
  jupyter nbextension install --py jupyter_tabnine && \
  jupyter nbextension enable --py jupyter_tabnine && \
  jupyter serverextension enable --py jupyter_tabnine
RUN fix-permissions $CONDA_DIR
RUN conda install -c conda-forge jupyter_contrib_nbextensions && \
  conda install -c conda-forge jupyter_nbextensions_configurator && \
  jupyter nbextension enable codefolding/main
RUN jupyter labextension install @ijmbarr/jupyterlab_spellchecker

# Copying config and fix permissions
COPY jupyter_notebook_config.json /etc/jupyter/
RUN fix-permissions /home/$NB_USER

# Switch back to jovyan to avoid accidental container runs as root
USER $NB_UID