Most of the time when I’m working in R I’m using Mac OS X and I have a bunch of packages installed. But often I want to run my R code in a clean environment, and when I’m developing a package I want to test it on a Linux instance. The combination of Vagrant and VirtualBox makes it easy to write a script which spools up a virtual machine for this purpose. I’ve created a set of files for Vagrant that created an Ubuntu 14.04 virtual machine, provision it with all the development tools I need, then install commonly used R packages. Creating a new development environment is as simple as cloning the repository and running
vagrant up. You can get these scripts at GitHub.
Every so often, I also want to spool up a server at Amazon EC2 with far more RAM and processing power than I have on my laptop. While the
Vagrantfile is unnecessary for this, the files
install-r-packages.R can be adapted with just a little modification to provision an EC2 instance.