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June 7, 2019 05:22
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# --------------------------------------------- | |
# Stage 1: Initial State | |
# --------------------------------------------- | |
FROM nvidia/cuda:9.0-cudnn7-runtime-ubuntu16.04 as essential_stage | |
# Install Essential Package | |
RUN apt-get update && apt-get -y install --no-install-recommends \ | |
build-essential \ | |
g++ \ | |
curl \ | |
git \ | |
wget \ | |
sshfs \ | |
unzip \ | |
vim \ | |
pkg-config \ | |
rsync \ | |
software-properties-common \ | |
tk-dev \ | |
libreadline-gplv2-dev \ | |
libncursesw5-dev \ | |
libssl-dev \ | |
libsqlite3-dev \ | |
libgdbm-dev \ | |
libc6-dev \ | |
libbz2-dev \ | |
supervisor \ | |
ffmpeg \ | |
tmux && \ | |
sed -i 's/^\(\[supervisord\]\)$/\1\nnodaemon=true/' /etc/supervisor/supervisord.conf && \ | |
curl -sL https://deb.nodesource.com/setup_8.x | bash - && \ | |
apt-get install -y nodejs | |
# Define mountable directories. | |
VOLUME ["/etc/supervisor/conf.d"] | |
RUN update-rc.d supervisor defaults | |
# --------------------------------------------- | |
# Stage 2: python builder | |
# --------------------------------------------- | |
FROM essential_stage as based_image | |
RUN cd /usr/src && \ | |
wget https://www.python.org/ftp/python/3.5.2/Python-3.5.2.tgz \ | |
&& tar xzf Python-3.5.2.tgz \ | |
&& cd Python-3.5.2 && ./configure && make altinstall \ | |
&& rm -rf ../Python-3.5.2 ../Python-3.5.2.tgz \ | |
&& ls -la /usr/local/bin | grep python \ | |
&& ls -l /usr/lib/python3.5/ | |
RUN git clone https://github.com/c9/core.git /cloud9 && \ | |
sh /cloud9/scripts/install-sdk.sh && \ | |
sed -i -e 's_127.0.0.1_0.0.0.0_g' /cloud9/configs/standalone.js | |
# --------------------------------------------- | |
# Stage 3: combined together | |
# --------------------------------------------- | |
FROM based_image | |
# Set Environments | |
ENV LD_LIBRARY_PATH $LD_LIBRARY_PATH:/usr/local/cuda/extras/CUPTI/lib64 | |
ENV PATH ${PATH}:/usr/local/cuda-9.0/bin | |
ENV CUDA_HOME ${CUDA_HOME}:/usr/local/cuda:/usr/local/cuda-9.0 | |
ENV LD_LIBRARY_PATH ${LD_LIBRARY_PATH}:/usr/local/cuda-9.0/lib64 | |
# make some useful symlinks that are expected to exist | |
RUN ls -la /usr/local/bin | grep python \ | |
&& cd /usr/local/bin \ | |
&& ln -s python3.5 python \ | |
&& ln -s python3.5-config python-config \ | |
&& python -V | |
# Install Python-Installation-Package (PIP) | |
RUN curl -O https://bootstrap.pypa.io/get-pip.py && \ | |
python get-pip.py && \ | |
rm get-pip.py | |
# Create Workspace | |
RUN mkdir -p /data | |
VOLUME [ "/data" ] | |
WORKDIR /data | |
# Install pip package via requirements.txt | |
ADD requirements.txt /data | |
RUN pip3 --no-cache-dir install -r requirements.txt | |
# Update Config for Jupyter within PasswordMode | |
COPY ./config/jupyter_notebook_config.py /root/.jupyter/ | |
# Add supervisord conf | |
ADD ./config/cloud9.conf /etc/supervisor/conf.d/ | |
ADD ./config/jupyter.conf /etc/supervisor/conf.d/ | |
# Expose port | |
# 8888 -> jupyter | |
# 80 -> cloud9 | |
# 6006 -> tensorboard (optional) | |
EXPOSE 8888 | |
EXPOSE 80 | |
EXPOSE 6006 | |
CMD ["supervisord", "-c", "/etc/supervisor/supervisord.conf"] |
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