Dockerfile to run onebox in Kubernetes cluster

kubernetes-mlserver-onebox-dockerfile

FROM ubuntu:16.04

# Install Machine Learning Server
RUN apt-get -y update \
    && apt-get install -y apt-transport-https wget \
    && echo "deb [arch=amd64] https://packages.microsoft.com/repos/azure-cli/ xenial main" | tee /etc/apt/sources.list.d/azure-cli.list \
    && wget https://packages.microsoft.com/config/ubuntu/16.04/packages-microsoft-prod.deb -O /tmp/prod.deb \
    && dpkg -i /tmp/prod.deb \
    && rm -f /tmp/prod.deb \
    && apt-key adv --keyserver packages.microsoft.com --recv-keys 52E16F86FEE04B979B07E28DB02C46DF417A0893 \
    && apt-get -y update \
    && apt-get install -y microsoft-r-open-foreachiterators-3.4.3 \
    && apt-get install -y microsoft-r-open-mkl-3.4.3 \
    && apt-get install -y microsoft-r-open-mro-3.4.3 \
    && apt-get install -y microsoft-mlserver-packages-r-9.3.0 \
    && apt-get install -y microsoft-mlserver-python-9.3.0 \
    && apt-get install -y microsoft-mlserver-packages-py-9.3.0 \
    && apt-get install -y microsoft-mlserver-mml-r-9.3.0 \
    && apt-get install -y microsoft-mlserver-mml-py-9.3.0 \
    && apt-get install -y microsoft-mlserver-mlm-r-9.3.0 \
    && apt-get install -y microsoft-mlserver-mlm-py-9.3.0 \
    && apt-get install -y azure-cli=2.0.26-1~xenial \
    && apt-get install -y dotnet-runtime-2.0.0 \
    && apt-get install -y microsoft-mlserver-adminutil-9.3.0 \
    && apt-get install -y microsoft-mlserver-config-rserve-9.3.0 \
    && apt-get install -y microsoft-mlserver-computenode-9.3.0 \
    && apt-get install -y microsoft-mlserver-webnode-9.3.0 \
    && apt-get clean \
    && /opt/microsoft/mlserver/9.3.0/bin/R/activate.sh

# Extra steps required to run onebox in Kubernetes 
RUN sed -i 's/grep docker/grep "kubepods\\|docker"/g' /opt/microsoft/mlserver/9.3.0/o16n/Microsoft.MLServer.*Node/autoStartScriptsLinux/*.sh \
    && mkdir -p /home/webnode_usr/.dotnet/corefx/cryptography/x509stores/root \
    && wget https://github.com/Microsoft/microsoft-r/raw/master/mlserver-arm-templates/enterprise-configuration/linux-postgresql/25706AA4612FC42476B8E6C72A97F58D4BB5721B.pfx -O /home/webnode_usr/.dotnet/corefx/cryptography/x509stores/root/25706AA4612FC42476B8E6C72A97F58D4BB5721B.pfx \
    && chmod 666 /home/webnode_usr/.dotnet/corefx/cryptography/x509stores/root/*.pfx \
    && wget https://gist.githubusercontent.com/ramnov/82772b762cc6c54e71fad041de02a3b1/raw/7e5451b175611341c899fc4c3be08b5f356e0d80/configure-jwt-cert.py -O /tmp/configure-jwt-cert.py \
    && python /tmp/configure-jwt-cert.py \
    && rm -f /tmp/configure-jwt-cert.py

# Configure Onebox 
RUN echo $'#!/bin/bash \n\
set -e \n\
az ml admin bootstrap --admin-password "Microsoft@2018" --confirm-password "Microsoft@2018" \n\
sleep infinity' > bootstrap.sh
RUN chmod +x bootstrap.sh
EXPOSE 12800
ENTRYPOINT ["/bootstrap.sh"]