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Dockerfile
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# Azure ML does not support Debian 10 yet, so cannot use Anaconda image as base
FROM mcr.microsoft.com/vscode/devcontainers/base:ubuntu-18.04
ARG ANACONDA_VERSION=2020.02
ARG AZURE_ML_SDK_EXTRAS=notebooks,automl
# This Dockerfile adds a non-root user with sudo access. Update the “remoteUser” property in
# devcontainer.json to use it. More info: https://aka.ms/vscode-remote/containers/non-root-user.
ARG USERNAME=vscode
ARG USER_UID=1000
ARG USER_GID=$USER_UID
ARG CONDA_INSTALL_PATH=/opt/conda
ENV PATH=${CONDA_INSTALL_PATH}/bin:${PATH}
ENV LANG=C.UTF-8 LC_ALL=C.UTF-8
# Install needed packages and setup non-root user. Use a separate RUN statement to add your own dependencies.
RUN apt-get update \
&& export DEBIAN_FRONTEND=noninteractive \
#
# Alter vscode user as needed
&& if [ "$USER_GID" != "1000" ] || [ "$USER_UID" != "1000" ]; then \
groupmod --gid $USER_GID $USERNAME \
&& usermod --uid $USER_UID --gid $USER_GID $USERNAME \
&& chown -R $USER_UID:$USER_GID /home/$USERNAME; \
fi \
#
# Install Docker CLI
&& apt-get install -y gnupg-agent software-properties-common \
&& curl -fsSL https://download.docker.com/linux/$(lsb_release -is | tr '[:upper:]' '[:lower:]')/gpg | (OUT=$(apt-key add - 2>&1) || echo $OUT) \
&& add-apt-repository "deb [arch=amd64] https://download.docker.com/linux/$(lsb_release -is | tr '[:upper:]' '[:lower:]') $(lsb_release -cs) stable" \
&& apt-get update \
&& apt-get install -y docker-ce-cli \
#
# Set up Anaconda - adapted for Ubuntu from https://github.com/ContinuumIO/docker-images/blob/master/anaconda3/debian/Dockerfile
# Use vscode user for the installation so that it can be used to manage the conda environment.
&& apt-get install -y bzip2 libglib2.0-0 libxext6 libsm6 libxrender1 gcc g++ \
&& mkdir -p ${CONDA_INSTALL_PATH} \
&& chown ${USERNAME}:root /opt/conda \
&& echo "Downloading Anaconda..." \
&& su --login -c "wget -q https://repo.anaconda.com/archive/Anaconda3-${ANACONDA_VERSION}-Linux-x86_64.sh -O /tmp/anaconda-install.sh \
&& /bin/bash /tmp/anaconda-install.sh -u -b -p ${CONDA_INSTALL_PATH}" ${USERNAME} 2>&1 \
&& rm /tmp/anaconda-install.sh \
&& ln -s ${CONDA_INSTALL_PATH}/etc/profile.d/conda.sh /etc/profile.d/conda.sh \
# Add conda init to .bashrc/.zshrc, tweak ownership if UID was changed
&& export SNIPPET="export PATH=\$PATH:\$HOME/.local/bin \
&& if [ \"\$(stat -c '%U' ${CONDA_INSTALL_PATH})\" != \"${USERNAME}\" ]; then \
sudo chown -R ${USERNAME}:root ${CONDA_INSTALL_PATH}; \
fi \
&& . ${CONDA_INSTALL_PATH}/etc/profile.d/conda.sh \
&& conda activate base" \
&& echo "$SNIPPET" | tee -a /root/.bashrc >> /home/${USERNAME}/.bashrc \
&& echo "$SNIPPET" | tee -a /root/.zshrc >> /home/${USERNAME}/.zshrc \
&& find ${CONDA_INSTALL_PATH}/ -follow -type f -name '*.a' -delete \
&& find ${CONDA_INSTALL_PATH}/ -follow -type f -name '*.js.map' -delete \
&& ${CONDA_INSTALL_PATH}/bin/conda clean -afy \
#
# Install and Azure ML SDK as vscode user so it can be updated by both users
&& su --login -c "${CONDA_INSTALL_PATH}/bin/pip install --no-cache-dir --upgrade azureml-sdk[${AZURE_ML_SDK_EXTRAS}]" ${USERNAME} 2>&1 \
#
# Clean up
&& apt-get autoremove -y \
&& apt-get clean -y \
&& rm -rf /var/lib/apt/lists/*
# [Optional] Uncomment this section to install additional OS packages.
# RUN apt-get update && export DEBIAN_FRONTEND=noninteractive \
# && apt-get -y install --no-install-recommends <your-package-list-here>