Having just solved this for myself, I noted that install.packages() results in calling library(thepackage) to see it its usable.
I made a R script that installs the given packages, uses library
on each to see if its loadable, and if not calls quit
with a non-0 status.
I call it install_packages_or_die.R
#!/usr/bin/env Rscript
packages = commandArgs(trailingOnly=TRUE)
for (l in packages) {
install.packages(l, dependencies=TRUE, repos='https://cran.rstudio.com/');
if ( ! library(l, character.only=TRUE, logical.return=TRUE) ) {
quit(status=1, save='no')
}
}
Use it like this in your Dockerfile. I'm grouping them in useful chunks to try and make reasonable use of Docker build cache.
ADD install_packages_or_die.R /
RUN Rscript --no-save install_packages_or_die.R profvis devtools memoise
RUN Rscript --no-save install_packages_or_die.R memoise nosuchpackage
Disclaimer: I do not consider myself an R programmer at all currently, so there may very well be better ways of doing this.
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