I want to run R files in batch mode using Rscript, however it does not seem to be loading the libraries that I need. The specific error I am getting is:
Error in library(timeSeries) : there is no package called 'timeSeries'
Execution halted
However I do have the package timeSeries
and can load it from Rstudio, RGui, and R from the command line no problem. The issue seems to only be when running a script using Rscript.
My system/environment variables are configured as:
C:\Program Files\R\R-3.1.0\bin\x64 (Appended to PATH)
R_HOME = C:\Program Files\R\R-3.1.0
R_User = Patrick
I am running the same version of R in RStudio, RGui, and R from command line. I've also checked .Library
from these three sources and got the same output as well.
How can I run Rscript from command line with the packages that I am using (and have installed) in R?
I am using Rscript via Rscript script.r
at the windows command line in the directory where script.r
is located.
The output of Rscript -e print(.Library)
is [1] "C:/PROGRA~1/R/R-31~1.0/library"
which is consistent with the other three options that I mentioned: [1] "C:/PROGRA~1/R/R-31~1.0/library"
However, if I put this in my script:
print(.libPaths())
library(timeSeries) #This is the package that failed to load
I get an output of:
[1] "C:/Program Files/R/R-3.1.0/library"
Error in library(timeSeries) : there is no package called 'timeSeries'
Execution halted
The corresponding call in RStudio gives an additional path to where the package is actually installed:
> print(.libPaths())
[1] "C:/Users/Patrick/Documents/R/win-library/3.1" "C:/Program Files/R/R-3.1.0/library"
In short, the value returned by calling Sys.getenv('R_LIBS_USER')
in R.exe needs to be the same as the value returned by calling this at the command line:
Rscript.exe -e "Sys.getenv('R_LIBS_USER')"
and the above value needs to be included in this command line call:
Rscript.exe -e ".libPaths()"
Note that the values of R_LIBS_USER
may be differ between R.exe and Rscript.exe if the value of R_USER
is changed, either in the .Rprofile
or the in target field of user's shortcut to R.exe
, and in general, I find that the user library (i.e. .libPaths()[2]
) is simply not set in Rscript.exe
Since I'm fond of setting R_USER
to my USERPROFILE
, I include the following block in at the top of .R
files that I wish to run on mulitiple computers or in Rscript.exe's .Rprofile
(i.e. Rscript -e "path.expand('~/.Rprofile')"
):
# =====================================================================
# For compatibility with Rscript.exe:
# =====================================================================
if(length(.libPaths()) == 1){
# We're in Rscript.exe
possible_lib_paths <- file.path(Sys.getenv(c('USERPROFILE','R_USER')),
"R","win-library",
paste(R.version$major,
substr(R.version$minor,1,1),
sep='.'))
indx <- which(file.exists(possible_lib_paths))
if(length(indx)){
.libPaths(possible_lib_paths[indx[1]])
}
# CLEAN UP
rm(indx,possible_lib_paths)
}
# =====================================================================