updated underlying modules, improved description
This commit is contained in:
		| @@ -1,3 +1,5 @@ | ||||
| # This adaptive Dockerfile is generated by 'generate-Dockerfile.sh' from parts within src/ | ||||
|  | ||||
| # Use NVIDIA CUDA as base image and run the same installation as in the other packages. | ||||
| # The version of cudatoolkit must match those of the base image, see Dockerfile.pytorch | ||||
| FROM nvidia/cuda:10.1-base-ubuntu18.04 | ||||
| @@ -275,6 +277,102 @@ RUN MPLBACKEND=Agg python -c "import matplotlib.pyplot" && \ | ||||
|  | ||||
| USER $NB_UID | ||||
|  | ||||
| WORKDIR $HOME | ||||
|  | ||||
|   ############################################################################ | ||||
|   ################ 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 | ||||
|  | ||||
| # Fix DL4006 | ||||
| SHELL ["/bin/bash", "-o", "pipefail", "-c"] | ||||
|  | ||||
| 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 $HOME | ||||
| ENV JULIA_DEPOT_PATH=/opt/julia | ||||
| ENV JULIA_PKGDIR=/opt/julia | ||||
| ENV JULIA_VERSION=1.4.1 | ||||
|  | ||||
| WORKDIR /tmp | ||||
|  | ||||
| # hadolint ignore=SC2046 | ||||
| RUN mkdir "/opt/julia-${JULIA_VERSION}" && \ | ||||
|     wget -q https://julialang-s3.julialang.org/bin/linux/x64/$(echo "${JULIA_VERSION}" | cut -d. -f 1,2)"/julia-${JULIA_VERSION}-linux-x86_64.tar.gz" && \ | ||||
|     echo "fd6d8cadaed678174c3caefb92207a3b0e8da9f926af6703fb4d1e4e4f50610a *julia-${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 $NB_UID | ||||
|  | ||||
| # R packages including IRKernel which gets installed globally. | ||||
| RUN conda install --quiet --yes \ | ||||
|     'r-base=3.6.3' \ | ||||
|     'r-caret=6.0*' \ | ||||
|     'r-crayon=1.3*' \ | ||||
|     'r-devtools=2.3*' \ | ||||
|     'r-forecast=8.12*' \ | ||||
|     'r-hexbin=1.28*' \ | ||||
|     'r-htmltools=0.4*' \ | ||||
|     'r-htmlwidgets=1.5*' \ | ||||
|     'r-irkernel=1.1*' \ | ||||
|     'r-nycflights13=1.0*' \ | ||||
|     'r-plyr=1.8*' \ | ||||
|     'r-randomforest=4.6*' \ | ||||
|     'r-rcurl=1.98*' \ | ||||
|     'r-reshape2=1.4*' \ | ||||
|     'r-rmarkdown=2.1*' \ | ||||
|     'r-rsqlite=2.2*' \ | ||||
|     'r-shiny=1.4*' \ | ||||
|     'r-tidyverse=1.3*' \ | ||||
|     'rpy2=3.1*' \ | ||||
|     && \ | ||||
|     conda clean --all -f -y && \ | ||||
|     fix-permissions "${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" | ||||
|  | ||||
| WORKDIR $HOME | ||||
|  | ||||
| ############################################################################ | ||||
| @@ -310,5 +408,54 @@ RUN conda clean --all -f -y && \ | ||||
|     fix-permissions $CONDA_DIR && \ | ||||
|     fix-permissions /home/$NB_USER | ||||
|  | ||||
|   ############################################################################ | ||||
|   ############################ Useful packages ############################### | ||||
|   ############################################################################ | ||||
|    | ||||
| LABEL maintainer="Christoph Schranz <christoph.schranz@salzburgresearch.at>" | ||||
|  | ||||
| # 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 | ||||
|  | ||||
| RUN pip install --no-cache-dir ipyleaflet plotly==4.8.* "ipywidgets>=7.5" | ||||
|  | ||||
| # 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 fix-permissions $CONDA_DIR | ||||
| RUN jupyter labextension install @jupyterlab/github | ||||
| RUN jupyter labextension install jupyterlab-drawio | ||||
| RUN jupyter labextension install jupyter-leaflet | ||||
| RUN jupyter labextension install jupyterlab-plotly@4.8.1 | ||||
| RUN jupyter labextension install @jupyter-widgets/jupyterlab-manager | ||||
| RUN pip install --no-cache-dir jupyter-tabnine==1.0.2  && \ | ||||
|   jupyter nbextension install --py jupyter_tabnine && \ | ||||
|   jupyter nbextension enable --py jupyter_tabnine && \ | ||||
|   jupyter serverextension enable --py jupyter_tabnine | ||||
| RUN pip install --no-cache-dir jupyter_contrib_nbextensions \ | ||||
|  jupyter_nbextensions_configurator rise && \ | ||||
|   jupyter nbextension enable codefolding/main | ||||
| RUN jupyter labextension install @ijmbarr/jupyterlab_spellchecker | ||||
|  | ||||
| RUN fix-permissions /home/$NB_USER | ||||
|  | ||||
| # Switch back to jovyan to avoid accidental container runs as root | ||||
| USER $NB_UID | ||||
|  | ||||
| # Copy jupyter_notebook_config.json | ||||
| COPY jupyter_notebook_config.json /etc/jupyter/ | ||||
|   | ||||
							
								
								
									
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							| @@ -109,6 +109,8 @@ venv.bak/ | ||||
| !/data/.gitkeep | ||||
| *.save* | ||||
| *.envsubst | ||||
| *.tar | ||||
| *.tar.gz | ||||
|  | ||||
| # Added config to hide hash of changed password | ||||
| src/jupyter_notebook_config.json | ||||
|   | ||||
| @@ -63,12 +63,12 @@ First of all, it is necessary to generate the `Dockerfile` based on the | ||||
| As soon as you have access to your GPU within Docker containers  | ||||
| (make sure the command `docker run --runtime nvidia nvidia/cuda:10.1-base-ubuntu18.04 nvidia-smi` shows your | ||||
| GPU statistics), you can generate a Dockerfile and build it via docker-compose. | ||||
| The two commands will start *GPU-Jupyter* on [localhost:1234](http://localhost:1234) with the default  | ||||
| The two commands will start *GPU-Jupyter* on [localhost:8848](http://localhost:8848) with the default  | ||||
| password `asdf`. | ||||
|  | ||||
|   ```bash | ||||
|   ./generate-Dockerfile.sh | ||||
|   ./start-local.sh -p 1234  # where -p stands for the port, default 8888 | ||||
|   ./start-local.sh -p 8848  # where -p stands for the port, default 8888 | ||||
|   ```  | ||||
|  | ||||
| ## Parameter | ||||
| @@ -228,7 +228,7 @@ Then re-generate and re-run the image, as closer described above: | ||||
|  | ||||
| ```bash | ||||
| ./generate-Dockerfile.sh | ||||
| ./start-local.sh -p [port]:8888   | ||||
| ./start-local.sh -p 8848 | ||||
| ``` | ||||
|  | ||||
| #### Update Docker-Stack | ||||
|   | ||||
| @@ -40,7 +40,9 @@ else | ||||
| fi | ||||
|  | ||||
| # Write the contents into the DOCKERFILE and start with the header | ||||
| cat src/Dockerfile.header > $DOCKERFILE | ||||
| echo "# This adaptive Dockerfile is generated by 'generate-Dockerfile.sh' from parts within src/ | ||||
| " > $DOCKERFILE | ||||
| cat src/Dockerfile.header >> $DOCKERFILE | ||||
|  | ||||
| echo " | ||||
| ############################################################################ | ||||
|   | ||||
| @@ -11,9 +11,7 @@ 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 | ||||
| RUN pip install --no-cache-dir ipyleaflet plotly==4.8.* "ipywidgets>=7.5" | ||||
|  | ||||
| # Install important packages and Graphviz | ||||
| RUN set -ex \ | ||||
| @@ -25,19 +23,18 @@ RUN set -ex \ | ||||
|  && pip install --no-cache-dir $buildDeps | ||||
|  | ||||
| # Install various extensions | ||||
| RUN fix-permissions $CONDA_DIR | ||||
| 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 jupyterlab-plotly@4.8.1 | ||||
| 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 && \ | ||||
|   conda install -c conda-forge rise && \ | ||||
| RUN pip install --no-cache-dir jupyter_contrib_nbextensions \ | ||||
|  jupyter_nbextensions_configurator rise && \ | ||||
|   jupyter nbextension enable codefolding/main | ||||
| RUN jupyter labextension install @ijmbarr/jupyterlab_spellchecker | ||||
|  | ||||
|   | ||||
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