I have a Multistage Docker file and I am getting an error when trying to build it. I want R packages to be cached to make docker builds faster. Also this is connected to gitlab CI/CD for auto deployment to Cloud run
# Stage 1: Install R and R packages in a separate build stageFROM r-base:4.4.1 as r-build# Install necessary system dependenciesRUN apt-get update && apt-get install -y \ software-properties-common \ dirmngr \ gnupg \ apt-transport-https \ ca-certificates \ lsb-release \ wget \ libcurl4-openssl-dev \ libssl-dev \ libxml2-dev \ libxt-dev# Install R packagesRUN Rscript -e "install.packages('forecast', dependencies=TRUE)"RUN Rscript -e "install.packages('lubridate')"RUN Rscript -e "install.packages('googleCloudStorageR')"# Stage 2: Build the final imageFROM ubuntu:latest as final_stage# Copy the installed R libraries from the previous stageCOPY --from=r-build /usr/local/lib/R/site-library /usr/local/lib/R/site-library# Set non-interactive frontend for apt-getENV DEBIAN_FRONTEND=noninteractiveARG ENV=test# Install necessary system dependenciesRUN apt-get update && apt-get install -y \ install r-base \ build-essential \ python3-dev \ libffi-dev \ libssl-dev \ libxml2-dev \ libxslt1-dev \ libcurl4-openssl-dev \ zlib1g-dev \ libjpeg-dev \ libpng-dev \ r-base \ systemd \ libstdc++6 \&& apt-get clean \&& rm -rf /var/lib/apt/lists/*# Set the working directoryWORKDIR /home/app# Copy over requirements.txt and upgrade pip and setuptools before installing dependenciesCOPY requirements.txt .RUN python3 -m pip install --upgrade pip setuptoolsRUN python3 -m pip install --no-cache-dir -r requirements.txt# Copy the rest of the application codeCOPY config/config_$ENV.py ./config/config.pyCOPY run.py .COPY startup_docker.sh .COPY setup.sh .COPY app ./appCOPY app/credentials.json credentials.json# Ensure scripts have execution permissionsRUN chmod +x /home/app/setup.sh /home/app/startup_docker.sh# Run the setup script (this is where R packages might be installed)RUN ./setup.sh# Set the entrypoint to the startup scriptCMD ["python3", "/home/app/run.py"]Here is the error
The following packages have unmet dependencies:r-base : Depends: r-base-core (>= 4.4.1-1.2204.0) but it is not going to be installedDepends: r-recommended (= 4.4.1-1.2204.0) but it is not going to be installedRecommends: r-base-html but it is not going to be installedRecommends: r-doc-html but it is not going to be installedE: Unable to correct problems, you have held broken packages.