Update Dockerfile to TensorFlow 0.11.0
Aurélien Geron
parent
924abd5b18
commit
76a192606f
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@ -0,0 +1,11 @@
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#!/bin/bash
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function jupyter {
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# Run Jupyter with xvfb-run so that it can render the CartPole
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# environment without crashing:
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xvfb-run -s "-screen 0 1400x900x24" /home/main/.local/bin/jupyter $@
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}
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function ipython {
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jupyter $@
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}
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59
Dockerfile
59
Dockerfile
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@ -4,36 +4,55 @@ USER root
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RUN apt-get update -y &&\
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apt-get install --fix-missing -y \
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python-numpy\
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python-dev\
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cmake\
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zlib1g-dev\
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libjpeg-dev\
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xvfb\
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libav-tools\
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xorg-dev\
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python-opengl\
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libboost-all-dev\
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libsdl2-dev\
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swig &&\
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python-dev\
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python-opengl\
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python-pip\
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python3-dev\
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python3-opengl\
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python3-pip\
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swig\
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xorg-dev\
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xvfb\
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zlib1g-dev &&\
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apt-get clean &&\
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rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*tmp
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USER main
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# Python 2
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RUN conda install -c jjhelmus tensorflow=0.10.0
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RUN conda install -c conda-forge jupyter_contrib_nbextensions
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RUN conda install -c https://conda.anaconda.org/kne pybox2d
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RUN /usr/bin/pip2 install --upgrade --user pip wheel
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RUN /usr/bin/pip3 install --upgrade --user pip wheel
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ENV PATH /home/main/.local/bin:$PATH
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# Install scientific packages
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RUN pip2 install --upgrade --user matplotlib numexpr numpy pandas Pillow protobuf psutil scipy scikit-learn sympy jupyter
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RUN pip3 install --upgrade --user matplotlib numexpr numpy pandas Pillow protobuf psutil scipy scikit-learn sympy jupyter
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# Install TensorFlow
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RUN pip2 install --user --upgrade https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.11.0-cp27-none-linux_x86_64.whl
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RUN pip3 install --user --upgrade https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.11.0-cp34-cp34m-linux_x86_64.whl
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# Install OpenAI gym
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RUN pip2 install --user --upgrade gym
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RUN pip3 install --user --upgrade gym
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RUN pip2 install --user --upgrade 'gym[all]'
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RUN pip3 install --user --upgrade 'gym[all]'
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# Install Jupyter extensions
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RUN pip3 install --user --upgrade https://github.com/ipython-contrib/jupyter_contrib_nbextensions/tarball/master
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# Jupyter extensions
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#RUN conda install -c conda-forge jupyter_contrib_nbextensions
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RUN jupyter contrib nbextension install --user
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RUN jupyter nbextension enable toc2/main
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RUN pip install --upgrade gym
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RUN pip install --upgrade 'gym[atari]'
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RUN pip install --upgrade 'gym[box2d]'
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# Python 3
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RUN conda install -n python3 -c jjhelmus tensorflow=0.10.0
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RUN conda install -n python3 -c https://conda.anaconda.org/kne pybox2d
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RUN /bin/bash -c "source activate python3 && pip install --upgrade gym"
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RUN /bin/bash -c "source activate python3 && pip install --upgrade 'gym[atari]'"
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RUN /bin/bash -c "source activate python3 && pip install --upgrade 'gym[box2d]'"
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RUN /home/main/anaconda2/bin/jupyter kernelspec remove -f python3
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RUN /usr/bin/python2 -m ipykernel install --user
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RUN /usr/bin/python3 -m ipykernel install --user
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ADD .binder_start /home/main/
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@ -1,95 +0,0 @@
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# Andrew Osheroff's docker base image, using system python rather than conda
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# https://github.com/binder-project/binder-build-core ... /images/python/3.5
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FROM debian:jessie
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MAINTAINER Aurelien Geron <aurelien.geron@gmail.com>
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ENV DEBIAN_FRONTEND noninteractive
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RUN apt-get update -y &&\
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apt-get install --fix-missing -y \
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build-essential\
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bzip2\
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cmake\
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curl\
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gcc\
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gfortran\
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git\
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libav-tools\
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libboost-all-dev\
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libglib2.0-0\
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libjpeg-dev\
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libsdl2-dev\
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libsm6\
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locales\
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nodejs-legacy\
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npm\
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python-dev\
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python-opengl\
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python-pip\
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python-qt4\
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python-virtualenv\
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python3-dev\
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python3-opengl\
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python3-pip\
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python3-virtualenv\
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swig\
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vim\
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wget\
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xorg-dev\
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xvfb\
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zlib1g-dev &&\
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apt-get clean &&\
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rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*tmp
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# set utf8 locale:
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RUN echo "en_US.UTF-8 UTF-8" > /etc/locale.gen && locale-gen
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ENV LANG=en_US.UTF-8 \
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LC_ALL=en_US.UTF-8
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# We run our docker images with a non-root user as a security precaution.
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# main is our user
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RUN useradd -m -s /bin/bash main
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EXPOSE 8888
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USER main
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ENV HOME /home/main
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ENV SHELL /bin/bash
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ENV USER main
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WORKDIR $HOME
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ENV SHELL /bin/bash
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RUN /usr/bin/pip install --upgrade --user pip wheel
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RUN /usr/bin/pip3 install --upgrade --user pip wheel
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ENV PATH /home/main/.local/bin:$PATH
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# Install scientific packages
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RUN pip install --upgrade --user matplotlib numexpr numpy pandas Pillow protobuf psutil scipy scikit-learn sympy
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RUN pip3 install --upgrade --user matplotlib numexpr numpy pandas Pillow protobuf psutil scipy scikit-learn sympy
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# Install TensorFlow
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RUN pip install --upgrade --user https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.11.0rc0-cp27-none-linux_x86_64.whl
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RUN pip3 install --upgrade --user https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.11.0rc0-cp34-cp34m-linux_x86_64.whl
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# Install OpenAI gym
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RUN pip install --upgrade --user gym
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RUN pip3 install --upgrade --user gym
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RUN pip install --upgrade --user "gym[atari]"
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RUN pip3 install --upgrade --user "gym[atari]"
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# Install Jupyter and Jupyter extensions
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RUN pip install --upgrade --user jupyter https://github.com/ipython-contrib/jupyter_contrib_nbextensions/tarball/master
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RUN pip3 install --upgrade --user jupyter https://github.com/ipython-contrib/jupyter_contrib_nbextensions/tarball/master
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# Install Notebook extensions and activate the ToC extension
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RUN jupyter contrib nbextension install --user
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RUN jupyter nbextension enable toc2/main
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# Replace script to start Jupyter with xvfb-run
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ADD start-notebook.sh /home/main/
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RUN ipython2 kernel install --user
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RUN ipython3 kernel install --user
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@ -1,16 +0,0 @@
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#!/bin/bash
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OPTS=""
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echo "$HOME/notebooks/index.ipynb: " $HOME/notebooks/index.ipynb
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if [ -e $HOME/notebooks/index.ipynb ]; then
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OPTS="$OPTS --NotebookApp.default_url=/tree/index.ipynb "
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fi
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if [ -e $HOME/.binder_start ]; then
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source $HOME/.binder_start
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fi
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CMD="$OPTS $@"
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echo "CMD: " $CMD
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# Run Jupyter with xvfb-run so that it can render the CartPole
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# environment without crashing:
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xvfb-run -s "-screen 0 1400x900x24" jupyter notebook $CMD
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