I want to run a R script from matlab.
I can run the R code perfectly from cmd using:
cd "C:\Program Files\R\R-3.1.3\bin\x64"
R CMD BATCH "C:\Users\name\Desktop\Code.R"
However in Matlab I am not sure how to run this two instructions.
First, I noticed that I could use:
system('cd "C:\Program Files\R\R-3.1.3\bin\x64"')
to run a commnand line command. However I need to run two. And making:
system('cd "C:\Program Files\R\R-3.1.3\bin\x64"')
system('R CMD BATCH "C:\Users\name\Desktop\Code.R"')
does not work.
I also saw this post about running multiple command line instructions in a single line, but also that did not work.
Anyone knows how to do it?
Your script should generally not care where it’s executed. So you don’t need the cd statement at all:
system('"C:\Program Files\R\R-3.1.3\bin\x64\R.exe" CMD BATCH "C:\Users\name\Desktop\Code.R"')
Be careful thought that the R path might not always be the same … it’s probably safer to find R’s location programmatically. Though how to do that in Matlab on Windows, I don’t know.
Furthermore, I honestly don’t really know why R CMD BATCH even exists but I strongly recommend using RScript instead. It works much nicer for a number of reasons.
The code then becomes:
system('"C:\Program Files\R\R-3.1.3\bin\x64\Rscript.exe" "C:\Users\name\Desktop\Code.R"')
Try to use dos command instead of system.
Related
I try to run an R script at regular intervals to update a webpage. The script runs fine when called from the terminal like this:
/usr/local/bin/Rscript /Users/me/path/myscript.R
However, if I try running it as a cron job, I get an error. I add the job to crontab like this:
46 10 * * * /usr/local/bin/Rscript '/Users/me/path/myscript.R' >> '/Users/me/path/mylog.log' 2>&1
The script does run in R, but aborts due to an error. Specifically, I fit some models using rstan, and get an initialization error. (The error only applies to some models, while others still run fine.) The initialization values are valid by definition, but do not seem to be used properly. It is like rstan is doing math differently (and wrong) when it is run through cron.
The session info from R is identical whether I run the script in the terminal or as a cron job. My question is what else might still differ depending on how the script is run. Could rstan be using a different version of C++ when run as a cron job? Are there other paths I may need to set to get this to work correctly?
Update: The script also works if I run it using R CMD BATCH in terminal, but not if I use R CMD BATCH in a cron job. Using launchd triggers the same issue. I also tried using CmdStan through cmdstanr, and the same same thing happens: Runs fine until added to a cron job.
Edit 2: The models I thought ran fine in cron, were not actually fine. The results were wrong, until I used the fix explained below.
It looks like I finally managed to fix this, and I'm posting my solution here for anyone who encounters the same problem.
I ran env in terminal to see my current user environment. I copy-pasted the full output to the top of my crontab file. (Simply adding the PATH variable was not sufficient. I suppose it was SHELL or perhaps both PATH and SHELL that did the trick, but I haven't explored this further.)
To edit my user's crontab, I ran crontab -e, then pressed i to edit the file, pasted everything from env at the top of the file, stopped editing by pressing ctrl + c, and quit by typing :wq and hitting enter.
I have an R script that gets data from databases on another server and brings it into my database. I have it saved as "dataimport.R"
I followed a few answers from here and from other websites and created a batch file like this:
"C:\Program Files\R\R-3.4.0\bin\R.exe" CMD BATCH --vanilla --slave "C:\dataimport.R"
This is not working. The cmd window opens up but the tables are not recreated and I dont get any error. I wanted to run the Task Scheduler to automate the process. Any ideas on how to fix this?
I kept at it and interestingly the answer to this was this:
"C:\Program Files\R\R-3.4.0\bin\R.exe" "C:\dataimport.R"
I dont know the reason for this but as long as it works.
I've had loads of problems with this, but finally managed to get it to work. To be more comprehensive, here are some of the things I've tried (in case one of these work for other persons):
#echo off, R CMD BATCH C:\myfolder\script.R
R CMD BATCH C:\myfolder\script.R
Using the package taskschedulerR (somehow didn't work overnight)
Used the answer provided above ("C:\Program Files\R\R-3.4.0\bin\R.exe" "C:\dataimport.R")
and all kinds of variations and combinations off these. (can't remember them all exactly)
What finally worked was:
Make an R script and save it (C:\myfolder\Test.R for example)
Through notepad, fill in: "C:\Program Files\R\R-3.5.2\bin\x64\R.exe" CMD BATCH "C:\myfolder\Test.R" (also tried Rscript.exe, didn't work for me).
in Windows Task Scheduler (v1.0) do 'Create task'
fill in time triggers.
in Actions, make an action with Start a program and in the Program/Script line provide the location where your bat script is. C:\myfolder\Test.bat
in the Start in (optional) line: enter C:\myfolder\
Note: both your .bat file and .R script are in the "C:\myfolder" folder.
I often find it more useful to run R on the command line (windows). However when I try it in Powershell I tend to run into problems, but this is easily overcome by first running cmd and then it works.
This is the error I get when I do R CMD BATCH
Invoke-History: A positional parameter cannot be found that accepts the argument 'BATCH'
I later realised that r is an alias that returns the immediate past command, hence my inability to run R.
Subsequently, I found that using the full filename for the executable (i.e. R.exe) or using Rcmd.exe (i.e. Rcmd BATCH ...) worked.
However, I'm just curious, is there a work around, in case one runs into similar conflicts?
To start R in powershell:
R.exe
The workaround would be fully defining your calls.
& "path\to the\r.exe" arg1 arg2 etc
Alternatively,
$P = #{
FilePath="path\to the\r.exe"
ArgumentList=#('arg1','arg2')
}
Start-Process #P
I ran into this problem on linux, where there is no file extension for executables, so that didn't help, but still there are two options:
/usr/bin/R if it is installed in the usual location
Start-Process R (the start-process cmdlet does not need to be capitalized)
My goal is to use PowerShell to schedule the sourcing of an R script.
My current work flow is that I open RStudio, click the "Source" button in the upper right corner. Then I wait until it's finished, and close RStudio. I change nothing in the R script.
In PowerShell I've been using its Register-ScheduledJob cmdlet to kick off C# programs on a daily schedule. And here's the problem, I can't find an example of effectively using PowerShell to source an R script.
I believe the PowerShell script should probably use the Invoke-Expression cmdlet. But I'm not 100% sure.
To no avail I've tried this:
Start-Process "C:\Program Files\R\R-3.2.4revised\bin\x64\Rterm.exe" -RedirectStandardInput "C:\MyScript.R"
Also, I'd like to avoid the solution that uses CMD BATCH as that's defeating the purpose of using PowerShell.
If just sourcing the R script is what you're looking for then one way to do is something like this
& "C:\Program Files\R\R-3.1.1\bin\Rscript.exe" "C:/Program Files/R/R-3.1.1/tests/demos.R"
where "C:\Program Files\R\R-3.1.1\bin\Rscript.exe" is path Rscript in your local R installation and "C:/Program Files/R/R-3.1.1/tests/demos.R" is path to script you'd normally source() directly in RStudio.
One thing to keep in mind is depending on location of files your R script needs you might need to adjust your script with appropriate setwd()
I'm trying to use a Windows computer to SSH into a Mac server, run a program, and transfer the output data back to my Windows. I've been able to successfully do this manually using Putty.
Now, I'm attempting to automate the process using Plink. I've added Plink to my Windows Path, so if I open cmd and type in a command, I can successfully log in and pass commands to the server:
However, I'd like to automate this using R, to streamline the data analysis process. Based on some searching, the internet seems to think that the shell command is best suited to this task. Unfortunately, it doesn't seem to find Plink, though passing commands through shell to the terminal is working:
If I try the same thing but manually setting the path to Plink using shell, no output is returned, but the commands do not seem to run (e.g. TESTFOLDER is not created):
Does anyone have any ideas for why Plink is unavailable when I try to call it from R? Alternately, if there are other ideas for how this could be accomplished in R, that would also be appreciated.
Thanks in advance,
-sam
I came here looking for an answer to this question, so I only have so much to offer, but I think I managed to get PLINK's initial steps to work in R using the shell function...
This is what worked for me:
NOT in R:
Install PLINK and add its location to your PATH.
Download the example files from PLINK's tutorial (http://pngu.mgh.harvard.edu/~purcell/plink/tutorial.shtml) and put them in a folder whose path contains NO spaces (unless you know something I don't, in which case, space it up).
Then, in R:
## Set your working directory as the path to the PLINK program files: ##
setwd("C:/Program Files/plink-1.07-dos")
## Use shell to check that you are now in the right directory: ##
shell("cd")
## At this point, the command "plink" should be at least be recognized
# (though you may get a different error)
shell("plink")
## Open the PLINK example files ##
# FYI mine are in "C:/PLINK/", so replace that accordingly...
shell("plink --file C:\\PLINK\\hapmap1")
## Make a binary PED file ##
# (provide the full path, not just the file name)
shell("plink --file C:\\PLINK\\hapmap1 --make-bed --out C:\\PLINK\\hapmap1")
... and so on.
That's all I've done so far. But with any luck, mirroring the structure and general format of those lines of code should allow you to do what you like with PLINK from within R.
Hope that helps!
PS. The PLINK output should just print in your R console when you run the lines above.
All the best,
- CC.
Just saw Caitlin's response and it reminded me I hadn't ever updated with my solution. My approach was kind of a workaround, rather than solving my specific problem, but it may be useful to others.
After adding Plink to my PATH, I created a batch script in Windows which contained all my Plink commands, then called the batch script from R using the command shell:
So, in R:
shell('BatchScript.bat')
The batch script contained all my commands that I wanted to use in Plink:
:: transfer file to phosphorus
pscp C:\Users\Sam\...\file zipper#144.**.**.208:/home/zipper/
:: open connection to Dolphin using plink
plink -ssh zipper#144.**.**.208 Batch_Script_With_Remote_Machine_Commands.bat
:: transfer output back to local machine
pscp zipper#144.**.**.208:/home/zipper/output/ C:\Users\Sam\..\output\
Hope that helps someone!