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Author SHA1 Message Date
Malte Grosse 5ff606c249 bump f
ci/woodpecker/push/woodpecker Pipeline was successful Details
2024-06-01 11:57:18 +02:00
Malte Grosse 68e7fe63cb cuda 12
ci/woodpecker/push/woodpecker Pipeline was successful Details
2024-03-18 13:56:40 +09:00
Malte Grosse 036a23cecb tf
ci/woodpecker/push/woodpecker Pipeline failed Details
2024-03-18 12:46:25 +09:00
Malte Grosse 82acfa910f rem arm64
ci/woodpecker/push/woodpecker Pipeline was successful Details
2024-03-18 12:17:47 +09:00
Malte Grosse 8235d4e74f d
ci/woodpecker/push/woodpecker Pipeline failed Details
2024-03-18 11:37:17 +09:00
Malte Grosse cd57fe8ced c
ci/woodpecker/push/woodpecker Pipeline failed Details
2024-03-18 10:39:20 +09:00
Malte Grosse 843cbea0e9 debug
ci/woodpecker/push/woodpecker Pipeline failed Details
2024-03-18 10:36:13 +09:00
Malte Grosse 353678ff88 b
ci/woodpecker/push/woodpecker Pipeline failed Details
2024-03-18 10:33:31 +09:00
Malte Grosse b8000e63dc remove multiarch
ci/woodpecker/push/woodpecker Pipeline failed Details
2024-03-18 10:31:55 +09:00
Malte Grosse 1c2ed44563 add torch
ci/woodpecker/push/woodpecker Pipeline failed Details
2024-03-18 10:30:04 +09:00
Malte Grosse 6cbee7a51e init
ci/woodpecker/push/woodpecker Pipeline failed Details
2024-03-18 10:27:48 +09:00
11 changed files with 10 additions and 990 deletions

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steps:
publish-container:
image: taywee/woodpecker-buildah:amd64
pull: true
build_and_release:
image: maltegrosse/woodpecker-buildah:0.0.12
environment:
- CONDA_CUDA_OVERRIDE=11.2
- NVIDIA_VISIBLE_DEVICES=all
settings:
registry: git.sandbox.iuk.hdm-stuttgart.de
repo: grosse/jupyterlab-datascience-gpu
cache: false
tag: git.sandbox.iuk.hdm-stuttgart.de/grosse/jupyterlab-datascience-gpu:test
repository: grosse/jupyterlab-datascience-gpu
tag: 4.0.x-gpu-tf-f
architectures: amd64
context: Dockerfile
loglevel: debug
imagename: jupyterlab-datascience
username:
from_secret: docker_username
password:

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@ -1,183 +1,8 @@
FROM python:3.10.8-slim-bullseye
FROM git.sandbox.iuk.hdm-stuttgart.de/grosse/jupyterlab-datascience:4.0.12f
# debian:bullseye-20230109-slim
ARG NB_USER="jovyan"
ARG NB_UID="1000"
ARG NB_GID="100"
RUN apt-get update --yes && \
# - apt-get upgrade is run to patch known vulnerabilities in apt-get packages as
# the ubuntu base image is rebuilt too seldom sometimes (less than once a month)
apt-get upgrade --yes && \
apt-get install --yes --no-install-recommends \
# - bzip2 is necessary to extract the micromamba executable.
bzip2 \
ca-certificates \
ffmpeg \
git \
git-lfs \
locales \
curl \
libportaudio2 \
dnsutils \
sudo \
nano \
build-essential \
tini \
wget && \
apt-get clean && rm -rf /var/lib/apt/lists/* && \
echo "en_US.UTF-8 UTF-8" > /etc/locale.gen && \
locale-gen
# Configure environment
ENV CONDA_DIR=/opt/conda \
SHELL=/bin/bash \
NB_USER="${NB_USER}" \
NB_UID=${NB_UID} \
NB_GID=${NB_GID} \
LC_ALL=en_US.UTF-8 \
LANG=en_US.UTF-8 \
LANGUAGE=en_US.UTF-8
ENV PATH="${CONDA_DIR}/bin:${PATH}" \
HOME="/home/${NB_USER}"
# Copy a script that we will use to correct permissions after running certain commands
COPY fix-permissions /usr/local/bin/fix-permissions
RUN chmod a+rx /usr/local/bin/fix-permissions
# Enable prompt color in the skeleton .bashrc before creating the default NB_USER
# hadolint ignore=SC2016
RUN sed -i 's/^#force_color_prompt=yes/force_color_prompt=yes/' /etc/skel/.bashrc && \
# Add call to conda init script see https://stackoverflow.com/a/58081608/4413446
echo 'eval "$(command conda shell.bash hook 2> /dev/null)"' >> /etc/skel/.bashrc
# Create NB_USER with name jovyan user with UID=1000 and in the 'users' group
# and make sure these dirs are writable by the `users` group.
RUN echo "auth requisite pam_deny.so" >> /etc/pam.d/su && \
sed -i.bak -e 's/^%admin/#%admin/' /etc/sudoers && \
sed -i.bak -e 's/^%sudo/#%sudo/' /etc/sudoers && \
useradd -l -m -s /bin/bash -N -u "${NB_UID}" "${NB_USER}" && \
mkdir -p "${CONDA_DIR}" && \
chown "${NB_USER}:${NB_GID}" "${CONDA_DIR}" && \
chmod g+w /etc/passwd && \
fix-permissions "${HOME}" && \
fix-permissions "${CONDA_DIR}"
USER ${NB_UID}
# Pin python version here, or set it to "default"
ARG PYTHON_VERSION=3.10
# Setup work directory for backward-compatibility
RUN mkdir "/home/${NB_USER}/work" && \
fix-permissions "/home/${NB_USER}"
COPY --chown="${NB_UID}:${NB_GID}" initial-condarc "${CONDA_DIR}/.condarc"
WORKDIR /tmp
RUN set -x && \
arch=$(uname -m) && \
if [ "${arch}" = "x86_64" ]; then \
# Should be simpler, see <https://github.com/mamba-org/mamba/issues/1437>
arch="64"; \
fi && \
wget -qO /tmp/micromamba.tar.bz2 \
"https://micromamba.snakepit.net/api/micromamba/linux-${arch}/latest" && \
tar -xvjf /tmp/micromamba.tar.bz2 --strip-components=1 bin/micromamba && \
rm /tmp/micromamba.tar.bz2 && \
PYTHON_SPECIFIER="python=${PYTHON_VERSION}" && \
if [[ "${PYTHON_VERSION}" == "default" ]]; then PYTHON_SPECIFIER="python"; fi && \
# Install the packages
./micromamba install \
--root-prefix="${CONDA_DIR}" \
--prefix="${CONDA_DIR}" \
--yes \
"${PYTHON_SPECIFIER}" \
'mamba' \
'jupyter_core' && \
rm micromamba && \
# Pin major.minor version of python
mamba list python | grep '^python ' | tr -s ' ' | cut -d ' ' -f 1,2 >> "${CONDA_DIR}/conda-meta/pinned" && \
mamba clean --all -f -y && \
fix-permissions "${CONDA_DIR}" && \
fix-permissions "/home/${NB_USER}"
#RUN conda update --all --yes
#RUN conda install -c conda-forge tensorflow-gpu=2.11 -y
#RUN CONDA_CUDA_OVERRIDE="11.2" mamba install --yes -c conda-forge tensorflow==2.10.0=cuda112py310*
ENV CONDA_CUDA_OVERRIDE="11.2"
ENV CONDA_CUDA_OVERRIDE="12.0"
ENV NUM_GPUS=1
#RUN mamba install -y tensorflow cudatoolkit>=11.2 -c conda-forge
#==2.11.0=cuda*
#RUN mamba install -y -c conda-forge tensorflow-gpu
RUN CONDA_OVERRIDE_CUDA="11.2" conda install tensorflow-gpu==2.11.0 -c conda-forge
RUN CONDA_OVERRIDE_CUDA="11.2" conda install -c conda-forge pytorch-gpu
WORKDIR /tmp
RUN mamba install --quiet --yes \
'notebook==6.4.12' \
'jupyterhub==2.3.1' \
'mathjax' \
'voila==0.3.7' \
'jupyterlab-git' \
'numba' \
'cython' \
'matplotlib' \
'pandas' \
'scipy' \
'scikit-image' \
'scikit-learn' \
'jupyterlab==3.4.3' \
'ipywebrtc' && \
jupyter notebook --generate-config && \
mamba clean --all -f -y && \
# npm cache clean --force && \
jupyter lab clean && \
rm -rf "/home/${NB_USER}/.cache/yarn" && \
fix-permissions "${CONDA_DIR}" && \
fix-permissions "/home/${NB_USER}"
ENV JUPYTER_PORT=8888
EXPOSE $JUPYTER_PORT
#RUN pip install ipywidgets voila jupyter-collaboration mathjax
RUN pip install --extra-index-url https://git.sandbox.iuk.hdm-stuttgart.de/api/packages/grosse/pypi/simple jupyterlab-sandbox-theme
#RUN pip install --extra-index-url https://git.sandbox.iuk.hdm-stuttgart.de/api/packages/grosse/pypi/simple jupyterlab-data-pool
#RUN pip install --extra-index-url https://git.sandbox.iuk.hdm-stuttgart.de/api/packages/grosse/pypi/simple jupyterlab-training
#RUN pip install --extra-index-url https://git.sandbox.iuk.hdm-stuttgart.de/api/packages/grosse/pypi/simple jupyterlab-synthetic-data
RUN pip install --extra-index-url https://git.sandbox.iuk.hdm-stuttgart.de/api/packages/grosse/pypi/simple jupyterlab-sandbox-announcement
RUN pip install sounddevice wavio
RUN pip install torch==1.13.1+cu116 torchvision==0.14.1+cu116 torchaudio==0.13.1 --extra-index-url https://download.pytorch.org/whl/cu116
RUN pip install opencv-python-headless
# Configure container startup
CMD ["start-notebook.sh"]
# Copy local files as late as possible to avoid cache busting
COPY start-notebook.sh start-singleuser.sh /usr/local/bin/
# Currently need to have both jupyter_notebook_config and jupyter_server_config to support classic and lab
COPY jupyter_server_config.py /etc/jupyter/
# Fix permissions on /etc/jupyter as root
USER root
RUN echo 'export PATH=/opt/conda/bin:$PATH' >> /etc/profile
#RUN source /etc/profile
# Legacy for Jupyter Notebook Server, see: [#1205](https://github.com/jupyter/docker-stacks/issues/1205)
RUN sed -re "s/c.ServerApp/c.NotebookApp/g" \
/etc/jupyter/jupyter_server_config.py > /etc/jupyter/jupyter_notebook_config.py && \
fix-permissions /etc/jupyter/
# HEALTHCHECK documentation: https://docs.docker.com/engine/reference/builder/#healthcheck
# This healtcheck works well for `lab`, `notebook`, `nbclassic`, `server` and `retro` jupyter commands
# https://github.com/jupyter/docker-stacks/issues/915#issuecomment-1068528799
HEALTHCHECK --interval=5s --timeout=3s --start-period=5s --retries=3 \
CMD wget -O- --no-verbose --tries=1 --no-check-certificate \
http${GEN_CERT:+s}://localhost:${JUPYTER_PORT}${JUPYTERHUB_SERVICE_PREFIX:-/}api || exit 1
# Switch back to jovyan to avoid accidental container runs as root
USER ${NB_UID}
RUN jupyter labextension disable "@jupyterlab/apputils-extension:announcements"
#USER root
WORKDIR "${HOME}"
RUN CONDA_OVERRIDE_CUDA="12.0" conda install tensorflow-gpu==2.15.0 -c conda-forge

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#!/bin/bash
# set permissions on a directory
# after any installation, if a directory needs to be (human) user-writable,
# run this script on it.
# It will make everything in the directory owned by the group ${NB_GID}
# and writable by that group.
# Deployments that want to set a specific user id can preserve permissions
# by adding the `--group-add users` line to `docker run`.
# uses find to avoid touching files that already have the right permissions,
# which would cause massive image explosion
# right permissions are:
# group=${NB_GID}
# AND permissions include group rwX (directory-execute)
# AND directories have setuid,setgid bits set
set -e
for d in "$@"; do
find "${d}" \
! \( \
-group "${NB_GID}" \
-a -perm -g+rwX \
\) \
-exec chgrp "${NB_GID}" {} \; \
-exec chmod g+rwX {} \;
# setuid, setgid *on directories only*
find "${d}" \
\( \
-type d \
-a ! -perm -6000 \
\) \
-exec chmod +6000 {} \;
done

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# Conda configuration see https://conda.io/projects/conda/en/latest/configuration.html
auto_update_conda: false
show_channel_urls: true
channels:
- conda-forge

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# Copyright (c) Jupyter Development Team.
# Distributed under the terms of the Modified BSD License.
# mypy: ignore-errors
import os
import stat
import subprocess
from jupyter_core.paths import jupyter_data_dir
c = get_config() # noqa: F821
c.ServerApp.ip = "0.0.0.0"
c.ServerApp.port = 8888
c.ServerApp.open_browser = False
# https://github.com/jupyter/notebook/issues/3130
c.FileContentsManager.delete_to_trash = False
# Generate a self-signed certificate
OPENSSL_CONFIG = """\
[req]
distinguished_name = req_distinguished_name
[req_distinguished_name]
"""
if "GEN_CERT" in os.environ:
dir_name = jupyter_data_dir()
pem_file = os.path.join(dir_name, "notebook.pem")
os.makedirs(dir_name, exist_ok=True)
# Generate an openssl.cnf file to set the distinguished name
cnf_file = os.path.join(os.getenv("CONDA_DIR", "/usr/lib"), "ssl", "openssl.cnf")
if not os.path.isfile(cnf_file):
with open(cnf_file, "w") as fh:
fh.write(OPENSSL_CONFIG)
# Generate a certificate if one doesn't exist on disk
subprocess.check_call(
[
"openssl",
"req",
"-new",
"-newkey=rsa:2048",
"-days=365",
"-nodes",
"-x509",
"-subj=/C=XX/ST=XX/L=XX/O=generated/CN=generated",
f"-keyout={pem_file}",
f"-out={pem_file}",
]
)
# Restrict access to the file
os.chmod(pem_file, stat.S_IRUSR | stat.S_IWUSR)
c.ServerApp.certfile = pem_file
# Change default umask for all subprocesses of the notebook server if set in
# the environment
if "NB_UMASK" in os.environ:
os.umask(int(os.environ["NB_UMASK"], 8))

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pipeline:
publish-container:
image: woodpeckerci/plugin-docker-buildx:2.1.0
secrets: [ docker_username, docker_password ]
group: docker
environment:
- CONDA_CUDA_OVERRIDE=11.2
- NVIDIA_VISIBLE_DEVICES=all
settings:
registry: https://git.sandbox.iuk.hdm-stuttgart.de
repo: git.sandbox.iuk.hdm-stuttgart.de/grosse/jupyterlab-datascience-gpu
dockerfile: Dockerfile
tags: latest

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ARG NVIDIA_IMAGE=nvcr.io/nvidia/tensorflow:22.12-tf2-py3
FROM ${NVIDIA_IMAGE}
############################################################################
#################### Dependency: jupyter/base-image ########################
############################################################################
#### copied from https://github.com/jupyter/docker-stacks/tree/main/docker-stacks-foundation
# Copyright (c) Jupyter Development Team.
# Distributed under the terms of the Modified BSD License.
# Ubuntu 22.04 (jammy)
# https://hub.docker.com/_/ubuntu/tags?page=1&name=jammy
ARG ROOT_CONTAINER=ubuntu:22.04
LABEL maintainer="Jupyter Project <jupyter@googlegroups.com>"
ARG NB_USER="jovyan"
ARG NB_UID="1000"
ARG NB_GID="100"
# Fix: https://github.com/hadolint/hadolint/wiki/DL4006
# Fix: https://github.com/koalaman/shellcheck/wiki/SC3014
SHELL ["/bin/bash", "-o", "pipefail", "-c"]
USER root
# Install all OS dependencies for notebook server that starts but lacks all
# features (e.g., download as all possible file formats)
ENV DEBIAN_FRONTEND noninteractive
RUN apt-get update --yes && \
# - apt-get upgrade is run to patch known vulnerabilities in apt-get packages as
# the ubuntu base image is rebuilt too seldom sometimes (less than once a month)
apt-get upgrade --yes && \
apt-get install --yes --no-install-recommends \
# - bzip2 is necessary to extract the micromamba executable.
bzip2 \
ca-certificates \
locales \
sudo \
# - tini is installed as a helpful container entrypoint that reaps zombie
# processes and such of the actual executable we want to start, see
# https://github.com/krallin/tini#why-tini for details.
tini \
wget && \
apt-get clean && rm -rf /var/lib/apt/lists/* && \
echo "en_US.UTF-8 UTF-8" > /etc/locale.gen && \
locale-gen
# Configure environment
ENV CONDA_DIR=/opt/conda \
SHELL=/bin/bash \
NB_USER="${NB_USER}" \
NB_UID=${NB_UID} \
NB_GID=${NB_GID} \
LC_ALL=en_US.UTF-8 \
LANG=en_US.UTF-8 \
LANGUAGE=en_US.UTF-8
ENV PATH="${CONDA_DIR}/bin:${PATH}" \
HOME="/home/${NB_USER}"
# Copy a script that we will use to correct permissions after running certain commands
COPY fix-permissions /usr/local/bin/fix-permissions
RUN chmod a+rx /usr/local/bin/fix-permissions
# Enable prompt color in the skeleton .bashrc before creating the default NB_USER
# hadolint ignore=SC2016
RUN sed -i 's/^#force_color_prompt=yes/force_color_prompt=yes/' /etc/skel/.bashrc && \
# Add call to conda init script see https://stackoverflow.com/a/58081608/4413446
echo 'eval "$(command conda shell.bash hook 2> /dev/null)"' >> /etc/skel/.bashrc
# Create NB_USER with name jovyan user with UID=1000 and in the 'users' group
# and make sure these dirs are writable by the `users` group.
RUN echo "auth requisite pam_deny.so" >> /etc/pam.d/su && \
sed -i.bak -e 's/^%admin/#%admin/' /etc/sudoers && \
sed -i.bak -e 's/^%sudo/#%sudo/' /etc/sudoers && \
useradd -l -m -s /bin/bash -N -u "${NB_UID}" "${NB_USER}" && \
mkdir -p "${CONDA_DIR}" && \
chown "${NB_USER}:${NB_GID}" "${CONDA_DIR}" && \
chmod g+w /etc/passwd && \
fix-permissions "${HOME}" && \
fix-permissions "${CONDA_DIR}"
USER ${NB_UID}
# Pin python version here, or set it to "default"
ARG PYTHON_VERSION=3.10
# Setup work directory for backward-compatibility
RUN mkdir "/home/${NB_USER}/work" && \
fix-permissions "/home/${NB_USER}"
# Download and install Micromamba, and initialize Conda prefix.
# <https://github.com/mamba-org/mamba#micromamba>
# Similar projects using Micromamba:
# - Micromamba-Docker: <https://github.com/mamba-org/micromamba-docker>
# - repo2docker: <https://github.com/jupyterhub/repo2docker>
# Install Python, Mamba and jupyter_core
# Cleanup temporary files and remove Micromamba
# Correct permissions
# Do all this in a single RUN command to avoid duplicating all of the
# files across image layers when the permissions change
COPY --chown="${NB_UID}:${NB_GID}" initial-condarc "${CONDA_DIR}/.condarc"
WORKDIR /tmp
RUN set -x && \
arch=$(uname -m) && \
if [ "${arch}" = "x86_64" ]; then \
# Should be simpler, see <https://github.com/mamba-org/mamba/issues/1437>
arch="64"; \
fi && \
wget -qO /tmp/micromamba.tar.bz2 \
"https://micromamba.snakepit.net/api/micromamba/linux-${arch}/latest" && \
tar -xvjf /tmp/micromamba.tar.bz2 --strip-components=1 bin/micromamba && \
rm /tmp/micromamba.tar.bz2 && \
PYTHON_SPECIFIER="python=${PYTHON_VERSION}" && \
if [[ "${PYTHON_VERSION}" == "default" ]]; then PYTHON_SPECIFIER="python"; fi && \
# Install the packages
./micromamba install \
--root-prefix="${CONDA_DIR}" \
--prefix="${CONDA_DIR}" \
--yes \
"${PYTHON_SPECIFIER}" \
'mamba' \
'jupyter_core' && \
rm micromamba && \
# Pin major.minor version of python
mamba list python | grep '^python ' | tr -s ' ' | cut -d ' ' -f 1,2 >> "${CONDA_DIR}/conda-meta/pinned" && \
mamba clean --all -f -y && \
fix-permissions "${CONDA_DIR}" && \
fix-permissions "/home/${NB_USER}"
EXPOSE 8888
# Configure container startup
ENTRYPOINT ["tini", "-g", "--"]
CMD ["start-notebook.sh"]
# Copy local files as late as possible to avoid cache busting
COPY start.sh start-notebook.sh start-singleuser.sh /usr/local/bin/
# Currently need to have both jupyter_notebook_config and jupyter_server_config to support classic and lab
COPY jupyter_server_config.py /etc/jupyter/
# Fix permissions on /etc/jupyter as root
USER root
# Legacy for Jupyter Notebook Server, see: [#1205](https://github.com/jupyter/docker-stacks/issues/1205)
RUN sed -re "s/c.ServerApp/c.NotebookApp/g" \
/etc/jupyter/jupyter_server_config.py > /etc/jupyter/jupyter_notebook_config.py && \
fix-permissions /etc/jupyter/
# HEALTHCHECK documentation: https://docs.docker.com/engine/reference/builder/#healthcheck
# This healtcheck works well for `lab`, `notebook`, `nbclassic`, `server` and `retro` jupyter commands
# https://github.com/jupyter/docker-stacks/issues/915#issuecomment-1068528799
HEALTHCHECK --interval=15s --timeout=3s --start-period=5s --retries=3 \
CMD wget -O- --no-verbose --tries=1 --no-check-certificate \
http${GEN_CERT:+s}://localhost:8888${JUPYTERHUB_SERVICE_PREFIX:-/}api || exit 1
# Switch back to jovyan to avoid accidental container runs as root
USER ${NB_UID}
WORKDIR "${HOME}"
############################################################################
################# Dependency: jupyter/minimal-notebook #####################
############################################################################
# Copyright (c) Jupyter Development Team.
# Distributed under the terms of the Modified BSD License.
ARG OWNER=jupyter
LABEL maintainer="Jupyter Project <jupyter@googlegroups.com>"
# Fix: https://github.com/hadolint/hadolint/wiki/DL4006
# Fix: https://github.com/koalaman/shellcheck/wiki/SC3014
SHELL ["/bin/bash", "-o", "pipefail", "-c"]
USER root
# Install all OS dependencies for fully functional notebook server
RUN apt-get update --yes && \
apt-get install --yes --no-install-recommends \
# Common useful utilities
git \
nano-tiny \
tzdata \
unzip \
vim-tiny \
# Inkscape is installed to be able to convert SVG files
inkscape \
# git-over-ssh
openssh-client \
# less is needed to run help in R
# see: https://github.com/jupyter/docker-stacks/issues/1588
less \
# nbconvert dependencies
# https://nbconvert.readthedocs.io/en/latest/install.html#installing-tex
texlive-xetex \
texlive-fonts-recommended \
texlive-plain-generic && \
apt-get clean && rm -rf /var/lib/apt/lists/*
# Create alternative for nano -> nano-tiny
RUN update-alternatives --install /usr/bin/nano nano /bin/nano-tiny 10
# Switch back to jovyan to avoid accidental container runs as root
USER ${NB_UID}
############################################################################
################# Dependency: jupyter/scipy-notebook #######################
############################################################################
# Copyright (c) Jupyter Development Team.
# Distributed under the terms of the Modified BSD License.
ARG OWNER=jupyter
LABEL maintainer="Jupyter Project <jupyter@googlegroups.com>"
# Fix: https://github.com/hadolint/hadolint/wiki/DL4006
# Fix: https://github.com/koalaman/shellcheck/wiki/SC3014
SHELL ["/bin/bash", "-o", "pipefail", "-c"]
USER root
RUN apt-get update --yes && \
apt-get install --yes --no-install-recommends \
# for cython: https://cython.readthedocs.io/en/latest/src/quickstart/install.html
build-essential \
# for latex labels
cm-super \
dvipng \
# for matplotlib anim
ffmpeg && \
apt-get clean && rm -rf /var/lib/apt/lists/*
USER ${NB_UID}
# Install Python 3 packages
RUN mamba install --quiet --yes \
'altair' \
'beautifulsoup4' \
'bokeh' \
'bottleneck' \
'cloudpickle' \
'conda-forge::blas=*=openblas' \
'cython' \
'dask' \
'dill' \
'h5py' \
'ipympl'\
'ipywidgets' \
'matplotlib-base' \
'numba' \
'numexpr' \
'pandas' \
'patsy' \
'protobuf' \
'pytables' \
'scikit-image' \
'scikit-learn' \
'scipy' \
'seaborn' \
'sqlalchemy' \
'statsmodels' \
'sympy' \
'widgetsnbextension'\
'xlrd' && \
mamba clean --all -f -y && \
fix-permissions "${CONDA_DIR}" && \
fix-permissions "/home/${NB_USER}"
# Install facets which does not have a pip or conda package at the moment
WORKDIR /tmp
RUN git clone https://github.com/PAIR-code/facets.git && \
jupyter nbextension install facets/facets-dist/ --sys-prefix && \
rm -rf /tmp/facets && \
fix-permissions "${CONDA_DIR}" && \
fix-permissions "/home/${NB_USER}"
# Import matplotlib the first time to build the font cache.
ENV XDG_CACHE_HOME="/home/${NB_USER}/.cache/"
RUN MPLBACKEND=Agg python -c "import matplotlib.pyplot" && \
fix-permissions "/home/${NB_USER}"
USER ${NB_UID}
WORKDIR "${HOME}"
################ copied from https://github.com/iot-salzburg/gpu-jupyter/tree/master/src
# LABEL authors="Christoph Schranz <christoph.schranz@salzburgresearch.at>, Mathematical Michael <consistentbayes@gmail.com>"
#tensorflow 2.10.1 requires keras<2.11,>=2.10.0, but you have keras 2.11.0
# Install Tensorflow, check compatibility here:
# https://www.tensorflow.org/install/source#gpu
# installation via conda leads to errors in version 4.8.2
RUN pip install --upgrade pip && \
pip install --no-cache-dir "tensorflow==2.11.0"
RUN pip install --upgrade pip && \
pip install --no-cache-dir keras==2.11.0
# Install PyTorch with dependencies
RUN conda install --quiet --yes \
pyyaml mkl mkl-include setuptools cmake cffi typing && \
conda clean --all -f -y && \
fix-permissions $CONDA_DIR && \
fix-permissions /home/$NB_USER
# Check compatibility here:
# https://pytorch.org/get-started/locally/
# Installation via conda leads to errors installing cudatoolkit=11.1
RUN pip install --no-cache-dir torch torchvision torchaudio torchviz --extra-index-url https://download.pytorch.org/whl/cu116
ENV CUDA_PATH=/opt/conda/
USER root
# Install nvtop to monitor the gpu tasks
RUN apt-get update && \
apt-get install -y cmake libncurses5-dev libncursesw5-dev git && \
rm -rf /var/lib/apt/lists/*
RUN git clone https://github.com/Syllo/nvtop.git /run/nvtop && \
mkdir -p /run/nvtop/build && cd /run/nvtop/build && \
(cmake .. -DNVML_RETRIEVE_HEADER_ONLINE=True 2> /dev/null || echo "cmake was not successful") && \
(make 2> /dev/null || echo "make was not successful") && \
(make install 2> /dev/null || echo "make install was not successful") && \
cd /tmp && rm -rf /tmp/nvtop
RUN fix-permissions /home/$NB_USER
USER $NB_UID
############################################################################
############################ Useful packages ###############################
############################################################################
LABEL authors="Christoph Schranz <christoph.schranz@salzburgresearch.at>, Mathematical Michael <consistentbayes@gmail.com>"
USER root
RUN pip install --no-cache-dir ipyleaflet "plotly>=4.14.3" "ipywidgets>=7.5"
RUN conda install -c conda-forge nodejs
# Install important packages and Graphviz
RUN set -ex \
&& buildDeps=' \
graphviz==0.19.1 \
' \
&& apt-get update \
&& apt-get -y install htop apt-utils iputils-ping graphviz libgraphviz-dev openssh-client \
&& pip install --no-cache-dir $buildDeps
# Install various extensions
RUN fix-permissions $CONDA_DIR
# RUN jupyter labextension install @jupyterlab/github
# RUN pip install jupyterlab-git
RUN pip install jupyterlab-drawio
RUN jupyter nbextension enable --py --sys-prefix ipyleaflet
RUN jupyter labextension install jupyterlab-plotly
RUN jupyter labextension install @jupyter-widgets/jupyterlab-manager plotlywidget
# RUN pip install --no-cache-dir jupyter-tabnine --user && \
# jupyter nbextension install --py jupyter_tabnine --user && \
# jupyter nbextension enable --py jupyter_tabnine --user && \
# jupyter serverextension enable --py jupyter_tabnine --user
RUN pip install --no-cache-dir jupyter_contrib_nbextensions \
jupyter_nbextensions_configurator rise
# jupyter nbextension enable codefolding/main
RUN jupyter labextension install @ijmbarr/jupyterlab_spellchecker
RUN fix-permissions /home/$NB_USER
## add sandbox plugins
RUN pip install --extra-index-url https://git.sandbox.iuk.hdm-stuttgart.de/api/packages/grosse/pypi/simple jupyterlab-sandbox-theme
RUN pip install --extra-index-url https://git.sandbox.iuk.hdm-stuttgart.de/api/packages/grosse/pypi/simple jupyterlab-data-pool
RUN pip install --extra-index-url https://git.sandbox.iuk.hdm-stuttgart.de/api/packages/grosse/pypi/simple jupyterlab-training
RUN pip install --extra-index-url https://git.sandbox.iuk.hdm-stuttgart.de/api/packages/grosse/pypi/simple jupyterlab-synthetic-data
# 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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@ -1,5 +0,0 @@
{
"NotebookApp": {
"password": "sha1:3b4b6378355:642693b20f0a33bcad27b94293d0ed7db3408322"
}
}

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@ -1,262 +0,0 @@
#!/bin/bash
# Copyright (c) Jupyter Development Team.
# Distributed under the terms of the Modified BSD License.
set -e
# The _log function is used for everything this script wants to log. It will
# always log errors and warnings, but can be silenced for other messages
# by setting JUPYTER_DOCKER_STACKS_QUIET environment variable.
_log () {
if [[ "$*" == "ERROR:"* ]] || [[ "$*" == "WARNING:"* ]] || [[ "${JUPYTER_DOCKER_STACKS_QUIET}" == "" ]]; then
echo "$@"
fi
}
_log "Entered start.sh with args:" "$@"
# The run-hooks function looks for .sh scripts to source and executable files to
# run within a passed directory.
run-hooks () {
if [[ ! -d "${1}" ]] ; then
return
fi
_log "${0}: running hooks in ${1} as uid / gid: $(id -u) / $(id -g)"
for f in "${1}/"*; do
case "${f}" in
*.sh)
_log "${0}: running script ${f}"
# shellcheck disable=SC1090
source "${f}"
;;
*)
if [[ -x "${f}" ]] ; then
_log "${0}: running executable ${f}"
"${f}"
else
_log "${0}: ignoring non-executable ${f}"
fi
;;
esac
done
_log "${0}: done running hooks in ${1}"
}
# A helper function to unset env vars listed in the value of the env var
# JUPYTER_ENV_VARS_TO_UNSET.
unset_explicit_env_vars () {
if [ -n "${JUPYTER_ENV_VARS_TO_UNSET}" ]; then
for env_var_to_unset in $(echo "${JUPYTER_ENV_VARS_TO_UNSET}" | tr ',' ' '); do
echo "Unset ${env_var_to_unset} due to JUPYTER_ENV_VARS_TO_UNSET"
unset "${env_var_to_unset}"
done
unset JUPYTER_ENV_VARS_TO_UNSET
fi
}
# Default to starting bash if no command was specified
if [ $# -eq 0 ]; then
cmd=( "bash" )
else
cmd=( "$@" )
fi
# NOTE: This hook will run as the user the container was started with!
run-hooks /usr/local/bin/start-notebook.d
# If the container started as the root user, then we have permission to refit
# the jovyan user, and ensure file permissions, grant sudo rights, and such
# things before we run the command passed to start.sh as the desired user
# (NB_USER).
#
if [ "$(id -u)" == 0 ] ; then
# Environment variables:
# - NB_USER: the desired username and associated home folder
# - NB_UID: the desired user id
# - NB_GID: a group id we want our user to belong to
# - NB_GROUP: a group name we want for the group
# - GRANT_SUDO: a boolean ("1" or "yes") to grant the user sudo rights
# - CHOWN_HOME: a boolean ("1" or "yes") to chown the user's home folder
# - CHOWN_EXTRA: a comma separated list of paths to chown
# - CHOWN_HOME_OPTS / CHOWN_EXTRA_OPTS: arguments to the chown commands
# Refit the jovyan user to the desired the user (NB_USER)
if id jovyan &> /dev/null ; then
if ! usermod --home "/home/${NB_USER}" --login "${NB_USER}" jovyan 2>&1 | grep "no changes" > /dev/null; then
_log "Updated the jovyan user:"
_log "- username: jovyan -> ${NB_USER}"
_log "- home dir: /home/jovyan -> /home/${NB_USER}"
fi
elif ! id -u "${NB_USER}" &> /dev/null; then
_log "ERROR: Neither the jovyan user or '${NB_USER}' exists. This could be the result of stopping and starting, the container with a different NB_USER environment variable."
exit 1
fi
# Ensure the desired user (NB_USER) gets its desired user id (NB_UID) and is
# a member of the desired group (NB_GROUP, NB_GID)
if [ "${NB_UID}" != "$(id -u "${NB_USER}")" ] || [ "${NB_GID}" != "$(id -g "${NB_USER}")" ]; then
_log "Update ${NB_USER}'s UID:GID to ${NB_UID}:${NB_GID}"
# Ensure the desired group's existence
if [ "${NB_GID}" != "$(id -g "${NB_USER}")" ]; then
groupadd --force --gid "${NB_GID}" --non-unique "${NB_GROUP:-${NB_USER}}"
fi
# Recreate the desired user as we want it
userdel "${NB_USER}"
useradd --home "/home/${NB_USER}" --uid "${NB_UID}" --gid "${NB_GID}" --groups 100 --no-log-init "${NB_USER}"
fi
# Move or symlink the jovyan home directory to the desired users home
# directory if it doesn't already exist, and update the current working
# directory to the new location if needed.
if [[ "${NB_USER}" != "jovyan" ]]; then
if [[ ! -e "/home/${NB_USER}" ]]; then
_log "Attempting to copy /home/jovyan to /home/${NB_USER}..."
mkdir "/home/${NB_USER}"
if cp -a /home/jovyan/. "/home/${NB_USER}/"; then
_log "Success!"
else
_log "Failed to copy data from /home/jovyan to /home/${NB_USER}!"
_log "Attempting to symlink /home/jovyan to /home/${NB_USER}..."
if ln -s /home/jovyan "/home/${NB_USER}"; then
_log "Success creating symlink!"
else
_log "ERROR: Failed copy data from /home/jovyan to /home/${NB_USER} or to create symlink!"
exit 1
fi
fi
fi
# Ensure the current working directory is updated to the new path
if [[ "${PWD}/" == "/home/jovyan/"* ]]; then
new_wd="/home/${NB_USER}/${PWD:13}"
_log "Changing working directory to ${new_wd}"
cd "${new_wd}"
fi
fi
# Optionally ensure the desired user get filesystem ownership of it's home
# folder and/or additional folders
if [[ "${CHOWN_HOME}" == "1" || "${CHOWN_HOME}" == "yes" ]]; then
_log "Ensuring /home/${NB_USER} is owned by ${NB_UID}:${NB_GID} ${CHOWN_HOME_OPTS:+(chown options: ${CHOWN_HOME_OPTS})}"
# shellcheck disable=SC2086
chown ${CHOWN_HOME_OPTS} "${NB_UID}:${NB_GID}" "/home/${NB_USER}"
fi
if [ -n "${CHOWN_EXTRA}" ]; then
for extra_dir in $(echo "${CHOWN_EXTRA}" | tr ',' ' '); do
_log "Ensuring ${extra_dir} is owned by ${NB_UID}:${NB_GID} ${CHOWN_EXTRA_OPTS:+(chown options: ${CHOWN_EXTRA_OPTS})}"
# shellcheck disable=SC2086
chown ${CHOWN_EXTRA_OPTS} "${NB_UID}:${NB_GID}" "${extra_dir}"
done
fi
# Update potentially outdated environment variables since image build
export XDG_CACHE_HOME="/home/${NB_USER}/.cache"
# Prepend ${CONDA_DIR}/bin to sudo secure_path
sed -r "s#Defaults\s+secure_path\s*=\s*\"?([^\"]+)\"?#Defaults secure_path=\"${CONDA_DIR}/bin:\1\"#" /etc/sudoers | grep secure_path > /etc/sudoers.d/path
# Optionally grant passwordless sudo rights for the desired user
if [[ "$GRANT_SUDO" == "1" || "$GRANT_SUDO" == "yes" ]]; then
_log "Granting ${NB_USER} passwordless sudo rights!"
echo "${NB_USER} ALL=(ALL) NOPASSWD:ALL" >> /etc/sudoers.d/added-by-start-script
fi
# NOTE: This hook is run as the root user!
run-hooks /usr/local/bin/before-notebook.d
unset_explicit_env_vars
_log "Running as ${NB_USER}:" "${cmd[@]}"
exec sudo --preserve-env --set-home --user "${NB_USER}" \
PATH="${PATH}" \
PYTHONPATH="${PYTHONPATH:-}" \
"${cmd[@]}"
# Notes on how we ensure that the environment that this container is started
# with is preserved (except vars listed in JUPYTER_ENV_VARS_TO_UNSET) when
# we transition from running as root to running as NB_USER.
#
# - We use `sudo` to execute the command as NB_USER. What then
# happens to the environment will be determined by configuration in
# /etc/sudoers and /etc/sudoers.d/* as well as flags we pass to the sudo
# command. The behavior can be inspected with `sudo -V` run as root.
#
# ref: `man sudo` https://linux.die.net/man/8/sudo
# ref: `man sudoers` https://www.sudo.ws/man/1.8.15/sudoers.man.html
#
# - We use the `--preserve-env` flag to pass through most environment
# variables, but understand that exceptions are caused by the sudoers
# configuration: `env_delete` and `env_check`.
#
# - We use the `--set-home` flag to set the HOME variable appropriately.
#
# - To reduce the default list of variables deleted by sudo, we could have
# used `env_delete` from /etc/sudoers. It has higher priority than the
# `--preserve-env` flag and the `env_keep` configuration.
#
# - We preserve PATH and PYTHONPATH explicitly. Note however that sudo
# resolves `${cmd[@]}` using the "secure_path" variable we modified
# above in /etc/sudoers.d/path. Thus PATH is irrelevant to how the above
# sudo command resolves the path of `${cmd[@]}`. The PATH will be relevant
# for resolving paths of any subprocesses spawned by `${cmd[@]}`.
# The container didn't start as the root user, so we will have to act as the
# user we started as.
else
# Warn about misconfiguration of: granting sudo rights
if [[ "${GRANT_SUDO}" == "1" || "${GRANT_SUDO}" == "yes" ]]; then
_log "WARNING: container must be started as root to grant sudo permissions!"
fi
JOVYAN_UID="$(id -u jovyan 2>/dev/null)" # The default UID for the jovyan user
JOVYAN_GID="$(id -g jovyan 2>/dev/null)" # The default GID for the jovyan user
# Attempt to ensure the user uid we currently run as has a named entry in
# the /etc/passwd file, as it avoids software crashing on hard assumptions
# on such entry. Writing to the /etc/passwd was allowed for the root group
# from the Dockerfile during build.
#
# ref: https://github.com/jupyter/docker-stacks/issues/552
if ! whoami &> /dev/null; then
_log "There is no entry in /etc/passwd for our UID=$(id -u). Attempting to fix..."
if [[ -w /etc/passwd ]]; then
_log "Renaming old jovyan user to nayvoj ($(id -u jovyan):$(id -g jovyan))"
# We cannot use "sed --in-place" since sed tries to create a temp file in
# /etc/ and we may not have write access. Apply sed on our own temp file:
sed --expression="s/^jovyan:/nayvoj:/" /etc/passwd > /tmp/passwd
echo "${NB_USER}:x:$(id -u):$(id -g):,,,:/home/jovyan:/bin/bash" >> /tmp/passwd
cat /tmp/passwd > /etc/passwd
rm /tmp/passwd
_log "Added new ${NB_USER} user ($(id -u):$(id -g)). Fixed UID!"
if [[ "${NB_USER}" != "jovyan" ]]; then
_log "WARNING: user is ${NB_USER} but home is /home/jovyan. You must run as root to rename the home directory!"
fi
else
_log "WARNING: unable to fix missing /etc/passwd entry because we don't have write permission. Try setting gid=0 with \"--user=$(id -u):0\"."
fi
fi
# Warn about misconfiguration of: desired username, user id, or group id.
# A misconfiguration occurs when the user modifies the default values of
# NB_USER, NB_UID, or NB_GID, but we cannot update those values because we
# are not root.
if [[ "${NB_USER}" != "jovyan" && "${NB_USER}" != "$(id -un)" ]]; then
_log "WARNING: container must be started as root to change the desired user's name with NB_USER=\"${NB_USER}\"!"
fi
if [[ "${NB_UID}" != "${JOVYAN_UID}" && "${NB_UID}" != "$(id -u)" ]]; then
_log "WARNING: container must be started as root to change the desired user's id with NB_UID=\"${NB_UID}\"!"
fi
if [[ "${NB_GID}" != "${JOVYAN_GID}" && "${NB_GID}" != "$(id -g)" ]]; then
_log "WARNING: container must be started as root to change the desired user's group id with NB_GID=\"${NB_GID}\"!"
fi
# Warn if the user isn't able to write files to ${HOME}
if [[ ! -w /home/jovyan ]]; then
_log "WARNING: no write access to /home/jovyan. Try starting the container with group 'users' (100), e.g. using \"--group-add=users\"."
fi
# NOTE: This hook is run as the user we started the container as!
run-hooks /usr/local/bin/before-notebook.d
unset_explicit_env_vars
_log "Executing the command:" "${cmd[@]}"
exec "${cmd[@]}"
fi

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@ -1,22 +0,0 @@
#!/bin/bash
# Copyright (c) Jupyter Development Team.
# Distributed under the terms of the Modified BSD License.
set -e
# The Jupyter command to launch
# JupyterLab by default
DOCKER_STACKS_JUPYTER_CMD="${DOCKER_STACKS_JUPYTER_CMD:=lab}"
if [[ -n "${JUPYTERHUB_API_TOKEN}" ]]; then
echo "WARNING: using start-singleuser.sh instead of start-notebook.sh to start a server associated with JupyterHub."
exec /usr/local/bin/start-singleuser.sh "$@"
fi
wrapper=""
if [[ "${RESTARTABLE}" == "yes" ]]; then
wrapper="run-one-constantly"
fi
# shellcheck disable=SC1091,SC2086
exec /usr/local/bin/start.sh ${wrapper} jupyter ${DOCKER_STACKS_JUPYTER_CMD} ${NOTEBOOK_ARGS} "$@"

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@ -1,13 +0,0 @@
#!/bin/bash
# Copyright (c) Jupyter Development Team.
# Distributed under the terms of the Modified BSD License.
set -e
# set default ip to 0.0.0.0
if [[ "${NOTEBOOK_ARGS} $*" != *"--ip="* ]]; then
NOTEBOOK_ARGS="--ip=0.0.0.0 ${NOTEBOOK_ARGS}"
fi
# shellcheck disable=SC1091,SC2086
. /usr/local/bin/start.sh jupyterhub-singleuser ${NOTEBOOK_ARGS} "$@"