I am working on a project which requires some R code to be run for some data analysis. The project is primarily in JavaScript, and I need a way to run R code from JS. My research has not found any good way to do it yet. Is there any way to do so?
Also, I have next to no experience with R (another person is supplying the R code).
3 Answers
If you're ok with having the R code run on a server, then you should take a look at OpenCPU. It provides a REST API and corresponding JavaScript library for sending R code to the server and getting the results back. In particular, it takes care of the security problems that can arise from running R as a server (R code can run arbitrary shell commands, among other things). There are public demo instances that you can use to try it out, and this page provides a simple tutorial.
How about R-node ?
I think another alterative would be to use node.js as a server () and call R from within as a child process, search the Node.js API docs for specifics.
Also look at this for confirmation: Is it possible to execute an external program from within node.js?
Note: node can run any JS script(s) you may have, they don't necessarily need to be node-specific.
This is by no means the best way, but I was able to do the following for my own Javascript+R project (silly.r is an R script that lives in the "r" directory). I basically ran the R code as a terminal command from my express server:
app.get('/sfunction', function (req, res) {
exec('Rscript r/silly.r this is a test', function(error, stdout, stderr) {
if (error) {
console.log(error);
res.send(error);
}
else if (stderr) {
console.log(stderr);
res.send(stderr);
}
else if (stdout) {
console.log("RAN SUCCESSFULLY");
res.sendfile("savedoutput/test.json");
}
});
});The code is from lines 167-182 from here:
