Related
I am running R on Windows, not as an administrator. When I install a package, the following command doesn't work:
> install.packages("zoo")
Installing package(s) into ‘C:/Program Files/R/R-2.15.2/library’
(as ‘lib’ is unspecified)
Warning in install.packages :
'lib = "C:/Program Files/R/R-2.15.2/library"' is not writable
To install a package, I have to specify a library location:
install.packages("zoo", lib="C:/software/Rpackages")
To load a package, I also have to specify the library location:
library("zoo", lib.loc="C:/software/Rpackages")
All of this is OK, but I wanted to see if I could add C:/software/Rpackages to the library path somehow and thus not have to type it each time.
As I searched online, I found that one way to do this is to edit the Rprofile.site file and to add the line
.libPaths("C:/software/Rpackages")
However, after doing this, and starting RStudio, this is the output that I get
> .libPaths()
[1] "C:/Program Files/R/R-2.15.2/library" "C:/Program Files/RStudio/R/library"
The .libPaths command that I added to the Rprofile.site doesn't seem to have had any effect! Why is this the case? Or more importantly, how can I fix the problem so that I can install and load packages without typing in the library location?
Note: if I start RStudio the .libPaths() command seems to work as it is supposed to
.libPaths("C:/software/Rpackages")
> .libPaths()
[1] "C:/software/Rpackages" "C:/Program Files/R/R-2.15.2/library"
Isn't that strange?
The proper solution is to set environment variable R_LIBS_USER to the value of the file path to your desired library folder as opposed to getting RStudio to recognize a Rprofile.site file.
To set environment variable R_LIBS_USER in Windows, go to the Control Panel (System Properties -> Advanced system properties -> Environment Variables -> User Variables) to a desired value (the path to your library folder), e.g.
Variable name: R_LIBS_USER
Variable value: C:/software/Rpackages
If for some reason you do not have access to the control panel, you can try running rundll32 sysdm.cpl,EditEnvironmentVariables from the command line on Windows and add the environment variable from there.
Setting R_LIBS_USER will ensure that the library shows up first in .libPaths() regardless of starting RStudio directly or by right-clicking an file and "Open With" to start RStudio.
The Rprofile solution can work if RStudio is always started by clicking the RStudio shortcut. In this case, setting the default working directory to the directory that houses your Rprofile will be sufficient. The Rprofile solution does not work when clicking on a file to start RStudio because that changes the working directory away from the default working directory.
I generally try to keep all of my packages in one library, but if you want to add a library why not append the new library (which must already exist in your filesystem) to the existing library path?
.libPaths( c( .libPaths(), "~/userLibrary") )
# obviously this would need to be a valid file directory in your OS
# min just happened to be on a Mac that day
Or (and this will make the userLibrary the first place to put new packages):
.libPaths( c( "~/userLibrary" , .libPaths() ) )
Then I get (at least back when I wrote this originally):
> .libPaths()
[1] "/Library/Frameworks/R.framework/Versions/2.15/Resources/library"
[2] "/Users/user_name/userLibrary"
The .libPaths function is a bit different than most other nongraphics functions. It works via side-effect. The functions Sys.getenv and Sys.setenv that report and alter the R environment variables have been split apart but .libPaths can either report or alter its target.
The information about the R startup process can be read at ?Startup help page and there is RStudio material at: https://support.rstudio.com/hc/en-us/articles/200549016-Customizing-RStudio
In your case it appears that RStudio is not respecting the Rprofile.site settings or perhaps is overriding them by reading an .Rprofile setting from one of the RStudio defaults. It should also be mentioned that the result from this operation also appends the contents of calls to .Library and .Library.site, which is further reason why an RStudio- (or any other IDE or network installed-) hosted R might exhibit different behavior.
Since Sys.getenv() returns the current system environment for the R process, you can see the library and other paths with:
Sys.getenv()[ grep("LIB|PATH", names(Sys.getenv())) ]
The two that matter for storing and accessing packages are (now different on a Linux box):
R_LIBS_SITE /usr/local/lib/R/site-library:/usr/lib/R/site-library:/usr/lib/R/library
R_LIBS_USER /home/david/R/x86_64-pc-linux-gnu-library/3.5.1/
I managed to solve the problem by placing the code in the .Rprofile file in the default working directory.
First, I found the location of the default working directory
> getwd()
[1] "C:/Users/me/Documents"
Then I used a text editor to write a simple .Rprofile file with the following line in it
.libPaths("C:/software/Rpackages")
Finally, when I start R and run .libPaths() I get the desired output:
> .libPaths()
[1] "C:/software/Rpackages" "C:/Program Files/R/R-2.15.2/library"
[3] "C:/Program Files/RStudio/R/library"
https://superuser.com/questions/749283/change-rstudio-library-path-at-home-directory
Edit ~/.Renviron
R_LIBS_USER=/some/path
I found what I think is a solution here (thank you Carl Schwarz at SFU) for adding a personal library that is permanently (you don't have to define it each session) recognized whether using R or Rstudio, and Rstudio treats it as the default on my Mac machine. I hadn't seen it laid out this explicitly on SO, so I summarized the steps they provided, for Windows and then for Mac.
For a Windows 7 OS:
Create a directory on the drive where you want to have your personal library, e.g. C:\User\Rlibs (or another that you have permissions to)
Search for/go to "Edit environment variable for your account" in the Windows search bar to edit control panel settings
Click "New..." in the middle of the "Environmental Variables" window
In the "New User Variable" window, type R_LIBS for the "Variable name", and the path to the personal library directory you created, e.g. C:\User\Rlibs
Click OK and you should see the Variable/Value pair in the User variables window
Click OK again
Now when you start R (or Rstudio) and type the command .libPaths() you should see the personal library you created as well as the R system library.
For Mac:
In your "Home" or "username" directory create a folder called Rlibs
Launch the Terminal application
Type: echo "R_LIBS=~/Rlibs" > .Renviron Make sure the spelling and case matches.
Type ls -a to see the full list of files in the directory, which should now include .Renvrion
Verify that the .Renviron file has been set properly: more .Renviron
Launch R/Rstudio and type .libPaths() and you should see the new path to your personal library.
If you do not have admin-rights, it can also be helpful to open the Rprofile.site-file located in \R-3.1.0\etc and add:
.First <- function(){
.libPaths("your path here")
}
This evaluates the .libPath() command directly at start
just change the default folder for your R libraries in a directory with no Administrator rights, e.g.
.libPaths("C:/R/libs")
On Ubuntu, the recommended way of changing the default library path for a user, is to set the R_LIBS_USER variable in the ~/.Renviron file.
touch ~/.Renviron
echo "R_LIBS_USER=/custom/path/in/absolute/form" >> ~/.Renviron
I've had real trouble understanding this. gorkypl gave the correct solution above when I last re-installed my OS & Rstudio but this time round, setting my environment variable didn't resolve.
Uninstallled both R and Rstudio, creating directories C:\R and C:\Rstudio then reinstalled both.
Define R_LIBS_USER user variable to your prefered directory (as per gorkypl's answer) and restart your machine for User variable to be loaded. Open Rstudio, errors should be gone.
You can also use Sys.setenv() to modify R_LIBS_USER to the path of your alternative library which is easier and does not need to restart your computer.
To see what R_LIBS_USER is set to:
?Sys.getenv()
Reading help(Startup) is useful.
If your default package library has been changed after installing a new version of R or by any other means, you can append both the libraries to use all the packages with the help of the commands below.
Get the existing library path :
.libPaths()
Now,set the existing and the old path :
.libPaths(c(.libPaths(), "~/yourOldPath"))
Hope it helps.
I read the readme. In that they mentioned use .libPaths() in command line to check which paths are there. I had 2 library paths earlier. When I used the command .libpath("C:/Program Files/R/R-3.2.4revised/library") where I wanted, it changed the library path. When I typed in .libPaths() at the command line again it showed me the correct path. Hope this helps
getwd()
# [1] "C:/Users/..../software/My R studio"
copy the above link with double inverted comma
.libPaths(new="C:/Users/..../software/My R studio")
Your default path will change for installing pakages
If you want to change your library path permanently (without calling .libPath() every time when entering in R, this works for me:
create .Rprofile under your home directory. (~/.Rprofile)
type
.libPaths(c( .libPaths(), "your new path" ))
in .Rprofile file, save.
open R (any directory) and check, just type .libPaths(), you can find your libaray path is updated!
Since most of the answers here are related to Windows & Mac OS, (and considering that I also struggled with this) I decided to post the process that helped me solve this problem on my Arch Linux setup.
Step 1:
Do a global search of your system (e.g. ANGRYSearch) for the term Renviron (which is the configuration file where the settings for the user libraries are set).
It should return only two results at the following directory paths:
/etc/R/
/usr/lib/R/etc/
NOTE: The Renviron config files stored at 1 & 2 (above) are hot-linked to each other (which means changes made to one file will automatically be applied [ in the same form / structure ] to the other file when the file being edited is saved - [ you also need sudo rights for saving the file post-edit ] ).
Step 2:
Navigate into the 1st directory path ( /etc/R/ ) and open the Renviron file with your favourite text editor.
Once inside the Renviron file search for the R_LIBS_USER tag and update the text in the curly braces section to your desired directory path.
EXAMPLE:
... Change From ( original entry ):
R_LIBS_USER=${R_LIBS_USER-'~/R/x86_64-pc-linux-gnu-library/4.0'}
... Change To ( your desired entry ):
R_LIBS_USER=${R_LIBS_USER-'~/Apps/R/rUserLibs'}
Step 3:
Save the Renviron file you've just edited ... DONE !!
I had the same problem and I run into this. If you want to create another location c("C:/Users/mynewlocation") should be working as well. As mentioned in here "You should be able to right-click on the Rstudio.exe icon, click Properties, and select an option to always run Rstudio as administrator. Be sure you use that same icon whenever you want to open Rstudio."
myPaths <- .libPaths() # get the paths
myPaths <- c(myPaths[2], myPaths[1]) # switch them
.libPaths(myPaths) # reassign them
I was looking into this because R was having issues installing into the default location and was instead just putting the packages into the temp folder. It turned out to be the latest update for Mcaffee Endpoint Security which apparently has issues with R. You can disable the threat protection while you install the packages and it will work properly.
When I run system commands from RStudio using system("..."), I would like RStudio to use a certain version of Python.
When I open RStudio (just by clicking on the icon on a Mac) and set the PATH variables with Sys.setenv(PATH="my_python_path"), this works successfully. To make this the default variable, I tried updating both my ~/.Renviron (Using PATH=...) and ~/.Rprofile (using Sys.setenv("...")) pre-pending the path to the Python I would like to use.
Updating the PATH variables in .Renviron and .Rprofile takes effect, but RStudio nevertheless keeps pre-pending /usr/local/bin to the front of the PATH variable, which directs R to the default system Python in that directory. The Python path I specified comes right after that and does not get used.
Is there a way to make RStudio respect the PATH order that I specified in my .Renviron or .Rprofile?
From the comments, it's clear that it's not RStudio messing up the path, it's Finder. RStudio does modify the path, but it puts its entries after the existing ones. When I put this code in my ~/.Rprofile file:
print(Sys.getenv("PATH"))
Sys.setenv(PATH=paste("foobar", Sys.getenv("PATH"), sep=":"))
I see this printed:
[1] "/usr/bin:/bin:/usr/sbin:/sbin"
That's the PATH Finder is setting. Then in the R session, when I run Sys.getenv("PATH") I see
[1] "foobar:/usr/bin:/bin:/usr/sbin:/sbin:/usr/local/bin:/Library/TeX/texbin:
/usr/local/MacGPG2/bin:/opt/X11/bin:/Library/Apple/usr/bin:/usr/local
/git/bin:/Applications/RStudio.app/Contents/MacOS/postback"
showing the additions RStudio (or some code in R run after .Rprofile) has made to the end of the path.
I tried to run a Python script from R with:
system('python script.py arg1 arg2')
And got an error:
ImportError: No module named pandas
This was a bit of a surprise since the script was working from the terminal as expected. Having encountered this type of issue before (with knitr, whence the engine.path chunk option), I know to check:
Sys.which('python')
# python
# "/usr/bin/python"
And compare it to the command line:
$ which python
# /Users/michael.chirico/anaconda2/bin/python
(i.e., the error arises because I have pandas installed for the anaconda distribution, though TBH I don't know why I have a different distribution)
Hence I can fix my issue by running:
system('/Users/michael.chirico/anaconda2/bin/python script.py arg1 arg2')
My question is two-fold:
How does R's system/Sys.which find a different python than my terminal?
How can I fix this besides writing out the full binary path each time?
I read ?Sys.which for some hints, but to no avail. In particular, ?Sys.which suggests Sys.which is using which:
This is an interface to the system command which
This is clearly (?) untrue; to be sure, I checked Sys.which('which') and which which to confirm both are pointing to /usr/bin/which (goaded on by this tidbit):
On a Unix-alike the full path to which (usually /usr/bin/which) is found when R is installed.
To the latter, on a whim I tried Sys.setenv(python = '/Users/michael.chirico/anaconda2/bin/python') to no avail.
As some of the comments hint, this is a problem that arises because the PATH environment variable is different for programs launched by Finder (or the Dock) than it is in the Terminal. There are ways to set the PATH for Dock-launched applications, but they aren't pretty. Here's a place to start looking if you want to go that route:
https://apple.stackexchange.com/questions/51677/how-to-set-path-for-finder-launched-applications
The other thing you can do, which is probably more straightforward, is tell R to set the PATH variable when it starts up, using Sys.setenv to add the path to your desired Python instance. You can do that for just one project, for your whole user account, or for the whole system, by placing the command in a .Rprofile file in the corresponding location. More information on how to do this here:
https://stat.ethz.ch/R-manual/R-devel/library/base/html/Startup.html
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?
EDIT:
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)
}
# =====================================================================
As mentioned in the comments, it seems Rscript doesn't recognize the library path defaults automatically. I am writing an R script that needs to be source-able from the command line on different people's computers, so I came up with this more general workaround:
First store the default library path in a variable (Rscript-sourced functions can find this, they just don't automatiocally)
Then include that path in the library() call with lib.loc = argument.
This should work regardless of what the path is on a given computer.
library.path <- .libPaths()
library("timeseries", lib.loc = library.path)
Thanks again to #flodel above for putting me on the right path
This answer will not help the original asker (pbreach), but it may help someone else who stumbles across this question and has a similar problem to me.
I have many bash .sh script files which call RScript to execute .R files. My operating system is Windows 10, and I execute those bash files using cygwin.
Everything had been working fine until yesterday, when I finally upgraded my R from Revolution R 8.0.1 beta to Microsoft R Open 3.4.1. After that upgrade, every bash script that called RScript failed due to the exact same reason asked here (e.g. Error in library(zoo) : there is no package called 'zoo').
Investigation revealed that RScript actually worked fine if called from a DOS shell instead of from a cygwin bash shell.
For example, if I execute this in a DOS shell
C:\Progra~1\Microsoft\ROpen~1\R-3.4.1\bin\x64\Rscript.exe -e ".libPaths()"
I see the output
[1] "C:/Users/HaroldFinch/Documents/R/win-library/3.4"
[2] "C:/Program Files/Microsoft/R Open/R-3.4.1/library"
I eventually discovered the reason. As explained in the R FAQ, to define its home directory, R will first use the R_USER environment variable if defined, else it will use HOME environment variable if defined, else it will use the Windows "personal" directory.
My Windows configuration does not define either R_USER or HOME environment variables. So, in the DOS shell case, R uses my Windows "personal" directory (C:/Users/HaroldFinch/Documents). That is good, because that is where all my libraries are installed (C:/Users/HaroldFinch/Documents/R/win-library/3.4).
In contrast, cygwin defines and exports a HOME environment variable that points to my cygwin user directory, which lacks any R stuff. Hence, RScript called from cygwin had a wrong R home directory, and so failed to load libraries.
There are probably many ways to solve this. I decided to have my bash script set a R_USER environment variable which points to my Windows user directory.
For example, if I execute this in a cygwin bash shell:
R_USER="C:/Users/HaroldFinch/Documents"
export R_USER
/cygdrive/c/Progra~1/Microsoft/ROpen~1/R-3.4.1/bin/x64/Rscript.exe -e ".libPaths()"
I see the output
[1] "C:/Users/HaroldFinch/Documents/R/win-library/3.4"
[2] "C:/Program Files/Microsoft/R Open/R-3.4.1/library"
which is exactly the same output now as the DOS shell example above.
Another cause is packrat. If you are running with packrat, RStudio turns it on for you when you open the project. RScript does not, so you need a packrat::on() early in your script (before the library calls).
As the others have already pointed out, the problem is that Rscript.exe cannot recognise the win-library folder. The easiest solution for me was to explicitly set the path to the library folder by adding:
.libPaths("C:/Users/Benutzer1/Documents/R/win-library/4.0")
to my program. Then it loads all the packages from the win-library folder and it is still capable of loading packages from the standard library folder.
I am running R on Windows, not as an administrator. When I install a package, the following command doesn't work:
> install.packages("zoo")
Installing package(s) into ‘C:/Program Files/R/R-2.15.2/library’
(as ‘lib’ is unspecified)
Warning in install.packages :
'lib = "C:/Program Files/R/R-2.15.2/library"' is not writable
To install a package, I have to specify a library location:
install.packages("zoo", lib="C:/software/Rpackages")
To load a package, I also have to specify the library location:
library("zoo", lib.loc="C:/software/Rpackages")
All of this is OK, but I wanted to see if I could add C:/software/Rpackages to the library path somehow and thus not have to type it each time.
As I searched online, I found that one way to do this is to edit the Rprofile.site file and to add the line
.libPaths("C:/software/Rpackages")
However, after doing this, and starting RStudio, this is the output that I get
> .libPaths()
[1] "C:/Program Files/R/R-2.15.2/library" "C:/Program Files/RStudio/R/library"
The .libPaths command that I added to the Rprofile.site doesn't seem to have had any effect! Why is this the case? Or more importantly, how can I fix the problem so that I can install and load packages without typing in the library location?
Note: if I start RStudio the .libPaths() command seems to work as it is supposed to
.libPaths("C:/software/Rpackages")
> .libPaths()
[1] "C:/software/Rpackages" "C:/Program Files/R/R-2.15.2/library"
Isn't that strange?
The proper solution is to set environment variable R_LIBS_USER to the value of the file path to your desired library folder as opposed to getting RStudio to recognize a Rprofile.site file.
To set environment variable R_LIBS_USER in Windows, go to the Control Panel (System Properties -> Advanced system properties -> Environment Variables -> User Variables) to a desired value (the path to your library folder), e.g.
Variable name: R_LIBS_USER
Variable value: C:/software/Rpackages
If for some reason you do not have access to the control panel, you can try running rundll32 sysdm.cpl,EditEnvironmentVariables from the command line on Windows and add the environment variable from there.
Setting R_LIBS_USER will ensure that the library shows up first in .libPaths() regardless of starting RStudio directly or by right-clicking an file and "Open With" to start RStudio.
The Rprofile solution can work if RStudio is always started by clicking the RStudio shortcut. In this case, setting the default working directory to the directory that houses your Rprofile will be sufficient. The Rprofile solution does not work when clicking on a file to start RStudio because that changes the working directory away from the default working directory.
I generally try to keep all of my packages in one library, but if you want to add a library why not append the new library (which must already exist in your filesystem) to the existing library path?
.libPaths( c( .libPaths(), "~/userLibrary") )
# obviously this would need to be a valid file directory in your OS
# min just happened to be on a Mac that day
Or (and this will make the userLibrary the first place to put new packages):
.libPaths( c( "~/userLibrary" , .libPaths() ) )
Then I get (at least back when I wrote this originally):
> .libPaths()
[1] "/Library/Frameworks/R.framework/Versions/2.15/Resources/library"
[2] "/Users/user_name/userLibrary"
The .libPaths function is a bit different than most other nongraphics functions. It works via side-effect. The functions Sys.getenv and Sys.setenv that report and alter the R environment variables have been split apart but .libPaths can either report or alter its target.
The information about the R startup process can be read at ?Startup help page and there is RStudio material at: https://support.rstudio.com/hc/en-us/articles/200549016-Customizing-RStudio
In your case it appears that RStudio is not respecting the Rprofile.site settings or perhaps is overriding them by reading an .Rprofile setting from one of the RStudio defaults. It should also be mentioned that the result from this operation also appends the contents of calls to .Library and .Library.site, which is further reason why an RStudio- (or any other IDE or network installed-) hosted R might exhibit different behavior.
Since Sys.getenv() returns the current system environment for the R process, you can see the library and other paths with:
Sys.getenv()[ grep("LIB|PATH", names(Sys.getenv())) ]
The two that matter for storing and accessing packages are (now different on a Linux box):
R_LIBS_SITE /usr/local/lib/R/site-library:/usr/lib/R/site-library:/usr/lib/R/library
R_LIBS_USER /home/david/R/x86_64-pc-linux-gnu-library/3.5.1/
I managed to solve the problem by placing the code in the .Rprofile file in the default working directory.
First, I found the location of the default working directory
> getwd()
[1] "C:/Users/me/Documents"
Then I used a text editor to write a simple .Rprofile file with the following line in it
.libPaths("C:/software/Rpackages")
Finally, when I start R and run .libPaths() I get the desired output:
> .libPaths()
[1] "C:/software/Rpackages" "C:/Program Files/R/R-2.15.2/library"
[3] "C:/Program Files/RStudio/R/library"
https://superuser.com/questions/749283/change-rstudio-library-path-at-home-directory
Edit ~/.Renviron
R_LIBS_USER=/some/path
I found what I think is a solution here (thank you Carl Schwarz at SFU) for adding a personal library that is permanently (you don't have to define it each session) recognized whether using R or Rstudio, and Rstudio treats it as the default on my Mac machine. I hadn't seen it laid out this explicitly on SO, so I summarized the steps they provided, for Windows and then for Mac.
For a Windows 7 OS:
Create a directory on the drive where you want to have your personal library, e.g. C:\User\Rlibs (or another that you have permissions to)
Search for/go to "Edit environment variable for your account" in the Windows search bar to edit control panel settings
Click "New..." in the middle of the "Environmental Variables" window
In the "New User Variable" window, type R_LIBS for the "Variable name", and the path to the personal library directory you created, e.g. C:\User\Rlibs
Click OK and you should see the Variable/Value pair in the User variables window
Click OK again
Now when you start R (or Rstudio) and type the command .libPaths() you should see the personal library you created as well as the R system library.
For Mac:
In your "Home" or "username" directory create a folder called Rlibs
Launch the Terminal application
Type: echo "R_LIBS=~/Rlibs" > .Renviron Make sure the spelling and case matches.
Type ls -a to see the full list of files in the directory, which should now include .Renvrion
Verify that the .Renviron file has been set properly: more .Renviron
Launch R/Rstudio and type .libPaths() and you should see the new path to your personal library.
If you do not have admin-rights, it can also be helpful to open the Rprofile.site-file located in \R-3.1.0\etc and add:
.First <- function(){
.libPaths("your path here")
}
This evaluates the .libPath() command directly at start
just change the default folder for your R libraries in a directory with no Administrator rights, e.g.
.libPaths("C:/R/libs")
On Ubuntu, the recommended way of changing the default library path for a user, is to set the R_LIBS_USER variable in the ~/.Renviron file.
touch ~/.Renviron
echo "R_LIBS_USER=/custom/path/in/absolute/form" >> ~/.Renviron
I've had real trouble understanding this. gorkypl gave the correct solution above when I last re-installed my OS & Rstudio but this time round, setting my environment variable didn't resolve.
Uninstallled both R and Rstudio, creating directories C:\R and C:\Rstudio then reinstalled both.
Define R_LIBS_USER user variable to your prefered directory (as per gorkypl's answer) and restart your machine for User variable to be loaded. Open Rstudio, errors should be gone.
You can also use Sys.setenv() to modify R_LIBS_USER to the path of your alternative library which is easier and does not need to restart your computer.
To see what R_LIBS_USER is set to:
?Sys.getenv()
Reading help(Startup) is useful.
If your default package library has been changed after installing a new version of R or by any other means, you can append both the libraries to use all the packages with the help of the commands below.
Get the existing library path :
.libPaths()
Now,set the existing and the old path :
.libPaths(c(.libPaths(), "~/yourOldPath"))
Hope it helps.
I read the readme. In that they mentioned use .libPaths() in command line to check which paths are there. I had 2 library paths earlier. When I used the command .libpath("C:/Program Files/R/R-3.2.4revised/library") where I wanted, it changed the library path. When I typed in .libPaths() at the command line again it showed me the correct path. Hope this helps
getwd()
# [1] "C:/Users/..../software/My R studio"
copy the above link with double inverted comma
.libPaths(new="C:/Users/..../software/My R studio")
Your default path will change for installing pakages
If you want to change your library path permanently (without calling .libPath() every time when entering in R, this works for me:
create .Rprofile under your home directory. (~/.Rprofile)
type
.libPaths(c( .libPaths(), "your new path" ))
in .Rprofile file, save.
open R (any directory) and check, just type .libPaths(), you can find your libaray path is updated!
Since most of the answers here are related to Windows & Mac OS, (and considering that I also struggled with this) I decided to post the process that helped me solve this problem on my Arch Linux setup.
Step 1:
Do a global search of your system (e.g. ANGRYSearch) for the term Renviron (which is the configuration file where the settings for the user libraries are set).
It should return only two results at the following directory paths:
/etc/R/
/usr/lib/R/etc/
NOTE: The Renviron config files stored at 1 & 2 (above) are hot-linked to each other (which means changes made to one file will automatically be applied [ in the same form / structure ] to the other file when the file being edited is saved - [ you also need sudo rights for saving the file post-edit ] ).
Step 2:
Navigate into the 1st directory path ( /etc/R/ ) and open the Renviron file with your favourite text editor.
Once inside the Renviron file search for the R_LIBS_USER tag and update the text in the curly braces section to your desired directory path.
EXAMPLE:
... Change From ( original entry ):
R_LIBS_USER=${R_LIBS_USER-'~/R/x86_64-pc-linux-gnu-library/4.0'}
... Change To ( your desired entry ):
R_LIBS_USER=${R_LIBS_USER-'~/Apps/R/rUserLibs'}
Step 3:
Save the Renviron file you've just edited ... DONE !!
I had the same problem and I run into this. If you want to create another location c("C:/Users/mynewlocation") should be working as well. As mentioned in here "You should be able to right-click on the Rstudio.exe icon, click Properties, and select an option to always run Rstudio as administrator. Be sure you use that same icon whenever you want to open Rstudio."
myPaths <- .libPaths() # get the paths
myPaths <- c(myPaths[2], myPaths[1]) # switch them
.libPaths(myPaths) # reassign them
I was looking into this because R was having issues installing into the default location and was instead just putting the packages into the temp folder. It turned out to be the latest update for Mcaffee Endpoint Security which apparently has issues with R. You can disable the threat protection while you install the packages and it will work properly.