Dockerfile

#############################
# RSTUDIO-SERVER            #
# VOLUME DOCKERFILE         #
#***************************#
# Set up a jupyter-lab for  #
# developing using deepvats #
#############################
##############
# Base image #
##############

# Adds rstudio server, tiyverse, devtools to rocker/cuda
FROM rocker/ml:4.2

SHELL [ "/bin/bash", "--login", "-c" ]

RUN apt-key adv --keyserver keyserver.ubuntu.com --recv-keys A4B469963BF863CC 
RUN apt-get update
RUN apt-get install -y python3-pip
RUN python3 -m pip install --upgrade pip
RUN apt-get install -y python3-venv libxt-dev
## Install R packages

#COPY docker/DESCRIPTION /tmp/
COPY --chown=${UID}:${GID} docker/DESCRIPTION /tmp/

RUN ls -la /tmp/ && sleep 5

#RUN R -e "install.packages(deps_path = '/tmp/DESCRIPTION', remotes::dev_package_deps(dependencies = TRUE), repos = NULL)"

RUN R -e "devtools::install_deps('/tmp/', dependencies = TRUE)"

#RUN R -e "install.packages(c('shiny', 'pals', 'shinyWidgets', 'dygraphs', 'shinycssloaders', 'shinyjs', 'Rcpp', 'reactlog', 'pals',  'feather', 'fasttime', 'zoo', 'shinyWidgets'))"
#RUN R -e "remotes::install_github('r-lib/later')"
#RUN R -e "remotes::install_github('apache/arrow/r')"

## Install reticulate and create virtual environment using default Ubuntu installed Python
#RUN R -e "install.packages('reticulate')"


ENV HOME /home/
ENV ENV_PREFIX $HOME/env

RUN echo "---> Make sudo & setup sudoers"
RUN echo "$(id)"

ARG RETICULATE_MINICONDA_PATH=/usr/local/share/r-miniconda
ARG RETICULATE_PYTHON_ENV=/usr/virtualenvs/venv_shiny_app
ENV RETICULATE_PYTHON=${RETICULATE_PYTHON_ENV}/bin/python/

RUN echo "---> RETICULATE PYTHONS"
RUN echo "RETICULATE_PYTHON_ENV=${RETICULATE_PYTHON_ENV}" >> ${HOME}/.Renviron
RUN echo "RETICULATE_PYTHON=${RETICULATE_PYTHON}" >> ${HOME}/.Renviron

RUN echo "---> Export W&B"
## Export W&B environment variable to Rstudio

ARG WANDB_API_KEY
RUN echo "WANDB_API_KEY=${WANDB_API_KEY}" >> /${HOME}/.Renviron


RUN echo "--> rewruie miniconda path"
# Rewrite the miniconda path environment in case it has been redefined in the compose file
RUN echo "RETICULATE_MINICONDA_PATH=${RETICULATE_MINICONDA_PATH}" >> ${HOME}/.Renviron

RUN echo "---> Make non-activate conda commands available"
RUN # make non-activate conda commands available
ENV PATH=${RETICULATE_MINICONDA_PATH}/bin:${PATH}
RUN echo "--> Permissions"

RUN echo "$(id )"

RUN echo "--> Setup miniconda3"

RUN echo ". ${HOME}miniconda3/etc/profile.d/conda.sh" >> ${HOME}/rstudio/.bashrc


RUN echo "--> Conda activate"

# Make bash automatically activate the conda environment
RUN echo "conda activate ${ENV_PREFIX}" >> ${HOME}/rstudio/.bashrc
#echo "export WANDB_ENTITY=${WANDB_ENTITY:-default}" >> ${HOME}/.bashrc
# echo "WANDB_ENTITY=${WANDB_ENTITY:-default}" >> ${HOME}/.Renviron

# Define an array of environment variable names from the ENV_VARS Compose variable
ARG ENV_VARS=ENV_VARS
RUN echo "---> Setup variables" && \
    IFS=',' read -ra NAMES <<< "ENV_VARS" && \
    for ENV_VAR_NAME in "${NAMES[@]}"; do \ 
    #echo "$ENV_VARS" | tr ',' '\n' | while read ENV_VAR_NAME; do \
    ENV_VAR_VALUE="${!ENV_VAR_NAME:-default}"; \
    echo "$ENV_VAR_NAME=$ENV_VAR_VALUE"; \
    done > ${HOME}/rstudio/.Renviron


RUN echo "--> Go!"
CMD ["/init"]