Installing R packages
Installation by SCF staff
First, note that in general, SCF staff will install an R package on the system on request.
However, you can also install packages locally within your home directory. So if you need a package quickly or on a one-time basis, or if the package is particularly specialized, you might install it locally.
By default, user-installed packages are installed in the `R` subdirectory in your home directory, in
~/R/x86_64-pc-linux-gnu-library/4.2. However, if that directory does not exist, you may get an error message like this:
mkdir: cannot create directory '/server/linux/lib/R/site-library/00LOCK': Permission denied ERROR: failed to lock directory '/server/linux/lib/R/site-library' for modifying
The simplest solution is to create the directory:
mkdir -p ~/R/x86_64-pc-linux-gnu/4.2
You can use
.libPaths() to check that the user-level directory is the default location (it should be the first result printed, as seen below) where R will install packages.
> .libPaths()  "/accounts/grad/username/R/x86_64-pc-linux-gnu-library/4.2"  "/system/linux/lib/R-20.04/4.2.2/x86_64/site-library"  "/usr/lib/R/site-library"  "/usr/lib/R/library"
Library path management
If you need more control over the library path, R provides a number of methods for controlling the library path to accommodate just about any user's need.
Temporarily changing the library path
You can modify R's notion of your library path on a one-time basis by specifying the
lib= argument to
install.packages. Suppose there is a directory called
MyRlibs in your home directory. The command:
will install the specified package in your local directory. To access it, the
lib.loc= argument of
library must be used:
One problem with this scheme is that if a local library invokes the
library() function, it won't know to also search the local library
Changing the library path for a session
.libPaths() function accepts a character vector naming the libraries which are to be used as a search path. Note that it does not automatically retain directories which are already on the search path. Since the
.libPaths() function returns the current search path when called with no arguments, a call like
will put your local directory at the beginning of the search path. This means that
install.packages() will automatically put packages there, and the
library() function will find libraries in your local directory without additional arguments.
Permanently changing the library path
The environmental variable
R_LIBS is set by the script that invokes R, and can be overridden (in a shell startup file, for example) to customize your library path. This variable should be set to a colon-separated string of directories to search. Since it's always set inside of an R session, the easiest way to get a starting point for it is to use
> Sys.getenv('R_LIBS')  "/usr/local/linux/lib/R/site-library:/usr/local/lib/R/site-library:/usr/lib/R/site-library:/usr/lib/R/library"
You could then make a copy of this path, modify it, and set the
R_LIBS environmental variable to that value in the shell or a startup script.