R

R server can be managed from this administration page. The R server is a remote application based on the Rserve package.

R Server

Status

The R server access can be tested, stopped and started. Stopping the R server removes all the R sessions that could be in operation.

The output of the R commands that are executed on the R server are printed in the Rserve.log file that can be downloaded. This file is useful for troubleshooting (bad R command syntax, network failure, system dependency missing etc.).

R Packages

The list of all the R packages installed on the R server side is available. Note that some of the packages are installed at a system level location (such as /usr/local/lib/R/site-library) whereas others are at a location that belongs to the rserver user (usually /var/lib/rserver/R/library). Only the latter can be edited, i.e. packages can be removed or installed. R uses an order for the package lookup and the user’s one (rserver) comes before the system ones. Then it is valid to have the same package installed at different locations and with different versions.

The CRAN repositories that are referred when performing install or update package operations are the ones defined in the system configuration org.obiba.opal.r.repos (see R Server Configuration).

Install single package

Several installation methods are proposed:

  • standard installation using the install.package() function based on the configured CRAN repositories.
  • devtools installation from a GitHub source repository, in which case the Git reference (commit number, tag or branch name) and the fully qualified package name (using the pattern someUser/someRepo) are mandatory.
  • Bioconductor manager installation.

Update all packages

This operation calls the update.packages() function to update all packages that can be updated to their latest version in the rserver R library location.

Remove single package

This will be effective if the package location is not a system one.

R Sessions

Each user R session is created and managed by Opal, whether the context is plain R, DataSHIELD or report execution. The list of the R sessions reports who owns the R session, when was the last R command executed (Last access) and whether a R command is in progress (Status). When removing a R session, the remote R work directory is destroyed and all the associated R resources are freed.

R Workspaces

Opal offers the possibility in the Opal R client API (see opalr) to save the image of the remote R session into a file (within any files that could be found in the R session working directory) in a safe location on Opal server for latter reinstate. This service is available for DataSHIELD sessions too. The archived workspaces can be removed at any time.

Permissions

The use of the R service requires permission. Needless to say that it should be granted to trusted users only as the R scripting capabilities are potentially harmful for the hosting system (Opal data are safe though as a user could not transfer a Opal table to a R data.frame in the R server if s/he has no permission to see the values of this table).