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FROM registry.ethz.ch/eduit/images/notebooks/25fs/jh-notebook-base:5.2.1-01
USER root
#######
# Julia
#######
RUN http_proxy=http://proxy.ethz.ch:3128 https_proxy=http://proxy.ethz.ch:3128 julia -e "using Pkg; Pkg.add.([ \
\"NBInclude\", \
\"PyPlot\", \
\"Roots\", \
\"UnPack\", \
\"WhereTheWaterFlows\", \
\"BenchmarkTools\", \
\"Plots\" \
]); Pkg.update;"
####
# R
####
RUN Rscript >/dev/null 2>&1 -e "install.packages(pkgs=c( \
'bayesplot', \
'bayestestR', \
'blockmodeling', \
'biostat3', \
'brms', \
'countrycode', \
'GGally', \
'ggforce', \
'ggplot2', \
'ggraph', \
'goldfish', \
'gt', \
'gtsummary', \
'igraph', \
'lfe', \
'lubridate', \
'loo', \
'matlib', \
'mice', \
'nloptr', \
'openxlsx', \
'RBGL', \
'RColorBrewer', \
'RcppEigen', \
'RSiena', \
'sbm', \
'scico', \
'sensitivity', \
'sjPlot', \
'sna', \
'stargazer', \
'statnet', \
'terra', \
'tibble', \
'tidybayes', \
'tidygraph', \
'tidyverse'), repos=c('http://cran.r-project.org'), dependencies=TRUE, timeout=300)" \
&& \
Rscript -e "install.packages(pkgs=c('BiocManager'), repos=c('http://cran.r-project.org'))" \
&& \
Rscript -e "BiocManager::install()" \
&& \
Rscript -e "devtools::install_github(repo = 'AECP-ETHZ/ETH.OLP')"
##############################
# Python and R from Condaforge
##############################
# Torch: failed to get filesystem from image: mkdir /opt/conda/lib/python3.12/site-packages/torch/include/ATen: file exists
# https://github.com/GoogleContainerTools/kaniko/issues/3091
RUN PIP_PROXY=http://proxy.ethz.ch:3128 pip3 install --proxy=http://proxy.ethz.ch:3128 --default-timeout=100 torch && \
conda config --set default_threads 4 && \
mamba install -q -c defaults -c conda-forge -c bioconda -c bokeh \
biopython \
bokeh \
boost-histogram \
corner \
cobra \
dynesty \
emcee \
ete3 \
flax \
fqdn \
graph-tool \
igraph \
ipydatagrid \
isoduration \
keras \
meshio \
mplcursors \
multi_rake \
optax \
pathos \
pint \
plotly \
scikit-image \
scikit-learn \
seaborn \
sparqlwrapper \
tabulate \
tinygp \
trame \
trame-vuetify \
uncertainties \
uri-template \
webcolors \
wikipedia \
wordcloud \
xgboost \
yake \
r-ape \
r-bio3d \
r-devtools \
r-gifski \
r-lpsolve \
r-lhs \
r-rsolnp \
&& \
mamba install -c python-control control \
&& \
mamba clean --all
##################
# Python from pypi
##################
# Packages breaking Jupyter or other packages
# brightway25 \
# ecoinvent-interface \
# mariopy \
# pypardiso \
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RUN PIP_PROXY=http://proxy.ethz.ch:3128 pip3 install --proxy=http://proxy.ethz.ch:3128 --default-timeout=100 \
adjustText \
anndata \
asserts \
astroquery \
brainpy \
Cartopy \
deep_translator \
einsteinpy \
eppy \
geopandas \
gmsh \
goatools \
gseapy \
gurobipy \
jaxopt \
keybert \
langchain-openai \
lmfit \
mycolorpy \
mpl-interactions["jupyter"] \
mpl_point_clicker \
networkit \
networkx \
numdifftools \
obspy \
openai \
opencv-python opencv-contrib-python \
otter-grader \
petitRADTRANS \
zfit \
PyAstronomy \
pycosmo \
pycryptodome \
pyFAI \
rise \
sensemapi \
summa \
tensorflow \
"tensorflow-probability[jax]" \
umap \
umap-learn \
vpython \
wiktionaryparser \
xgboost \
yolov5
# =====================
# Packages requested after semester start, should go to the list 2 RUNs above if a major rebuild is planned.
# Placing it here keeps the image cache disk space low, because it adds only a thin extra layer
# =====================
# RUN PIP_PROXY=http://proxy.ethz.ch:3128 pip3 install -U --proxy=http://proxy.ethz.ch:3128 --default-timeout=100 \
# package_1 \
# package_last
# User submitted support programs
COPY bin /usr/local/bin/
# Configuration items
COPY etc /etc
USER 1000