I've just set up an R script to run on my Windows machine - I'm trying to have it save a dataframe on the working directory (which I know from getwd()).
I can see from the Task Scheduler that the script must be running as saves the last run time, however when I check the wd for new time stamps on the dataframes I'm trying to save, they haven't updated? (I save over them each time, or at least that's what I'd like to do, I manually saved them in there to start with).
I'm using this on the scheduler:
C:\Program Files\R\R-2.13.1\bin\R.exe" CMD BATCH --vanilla --slave “C:\my projects\my_script.R
That appears to be working, but can anyone offer a reason as to why the script that I call doesn't seem to be saving my NEW DF to the wd? I'm using this command to save the DF:
write.table(m23,file="m23.csv",sep=",",row.names=F)
so DF m23 should get updated everyday in the wd when the scheduler calls the script at 6am?
Paul.
Are you sure you know what the current working directory is when the scheduler runs the script? My guess is it might not be what you think is it. I would look at the answers to this question: Rscript: Determine path of the executing script, especially the suggestion about using commandArgs to figure out where you are. Or you can explicitly set the working directory in your script with setwd()
Related
I would like to write an R script that can close and reopen + run itself.
This is needed for an API query that I am trying to make and which seems to require me going through these steps once every hour to be able to make additional requests. I tried to use the source() function - and simply run my script from itself every hour- but with this the API keeps rejecting additional requests; it seems that actually closing and opening the program is necessary.
I also tried to use the system() command - as described here to actually open R and execute the script - but I was not able to figure out how to implement this in a Mac environment.
Would you have any suggestions on how to do this?
The usual way to run a script every x amount of time on a Unix system is a cronjob. I'm not familiar with macOS, but apparently it works just as on Linux.
Open the job list to edit it (you can of course use another editor instead of nano)
env EDITOR=nano crontab -e
Add a line/job to the file. This runs any command line command. You can use Rscript to run an R script.
0 * * * * Rscript "/path/to/your/script.R"
Exit and safe. This script should now run every hour.
If you want to change the timing check out crontab.guru. Check out this answer, if the cronjob reports Rscript to be missing.
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'm basically looking for any way to automatically run R scripts just like it would run as if I was copy and pasting it into console. I've tried the package 'taskscheduleR' however it just seems to output to a log file in the directory which isn't as if I were to just run it inside the Rstudio application.
An example might be, say I want to get the last closing stock prices of 5 stocks each night, then the script in Rstudio and have the variables there and all of the code would be in the script file.
Any thoughts?
I would suggest the in-built Task Scheduler application if you using Windows.
Create a task that will run a batchscript file. This batchscript file has only 1 line which executes the Rscript you want. Set it to run each night (or whatever time you want).
I am not that well-versed in linux and MacOS but here's what I know:
Linux has cron. Add a job to crontab with your preferred timing and execute your script 'path/to/bin/r /path/to/script.r'
MacOS has Automator + iCal (for scheduling). It also has crontab like Linux.
I'm effectively trying to tack save.image() onto the end of a script without modifying that script.
I was hoping something like Rscript target_script.R | saveR.R destination_path would work, where saveR.R reads,
args.from.usr<-commandArgs(TRUE)
setwd(args.from.usr[1])
save.image(file=".RData")
But that clearly does not work. Any alternatives?
You can write an R script file that takes two parameters: 1, the script file you want to run, and 2, the file you want to save the image to.
# runAndSave.R ------
args.from.usr <- commandArgs(trailingOnly=TRUE)
source(args.from.usr[1])
setwd(args.from.usr[2])
save.image(file=".RData")
And then run it with
Rscript runAndSave.R target_script.R destination_path
You could try to program a task to be done within the OS of that computer. In Linux you will be using the terminal and there is this tool called CRON. In Windows you can use Task Scheduler. If you program the OS to open a terminal and load an script and later save the image, you maybe will get what you need, save the data generated from the script without actually modifying it.
I have created a batch file to launch R scripts in Rterm.exe. This works well for regular weekly tasks. The < PBWeeklyMeetingScriptV3.R > is the R script run by Rterm.
set R_TERM="C:\Program Files\R\R-2.14.0\bin\x64\Rterm.exe"
%R_TERM% --slave --no-restore --no-save --args 20120401 20110403 01-apr-12 03-apr-11 < PBWeeklyMeetingScriptV3.R > PBWeeklyMeetingScriptV3.batch 2> error.txt
I've tried to modify this to launch the R GUI instead of the background process as I'd like to inspect and potentially manipulate and inspect the data.
If I change my batch file to:
set R_TERM="C:\Program Files\R\R-2.14.0\bin\x64\Rgui.exe"
the batch file will launch the R GUI but doesn't start the script. Is there a way to launch the script too?
Alternatively is there a way to save/load the work space image to access the variables that are created in the script?
You can save and load workspaces by using save.image() and load(). I do this all the time when scripting to pass data sets between two separate script files, tied together using Python or bash. At the end of each R script, just add:
save.image("Your_image_name.RData")
The image will be the workspace that existed whenever the command was run (so, if it's the last command in the file, it's the workspace right before the exist of the file). We also use this at my job to create "snapshots" of input and output data, so we can reproduce the research later. (We use a simple naming convention to get the time of run, and then label the files with that).
Not sure about launching and then running the GUI with specific scripts in it; I don't think that's a feature you'll find in R, simply because the whole point of running a batch file is usually to avoid the GUI. But hopefully, you can just save the image to disk, and then look at it or pass it to other programs as needed. Hope that helps!