B Using GitHub API Tokens for programmatic access
In addition to caching HTTP or GIT credentials for RStudio to connect to GitHub, you may also want to store credentials so that your R code can connect to GitHub. One reason to do this is to install R packages that are in private GitHub repositories using the devtools package. The
devtools::install_github() function connects to GitHub’s Application Programming Iinterface (API) to install packages directly from GitHub repositories, and it needs credentials if those repositories are not public.
The pattern described here is used by many R packages that connect to web services that require login: we get an API key or token - essentially a long password - from the web service, and store it in a file outside our code repositories. This ensures that we never accidentally commit our key to someplace online where others can see it. Whever R starts up, it reads this file and our keys are stored as environment variables. These are like variables in our R session, but they are stored separately in memory and are generally not changed during sessions. Environment variables are often set by your operating system, letting R know what type of operating system it is working in.
One you have a GitHub account, go to https://github.com/settings/tokens to create a personal access token (PAT).
The PAT is a long random string of characters. It is your key. When creating this PAT, you’ll have the option to provide different levels of access. Be sure that “repo” is checked off (it should be by default) when you create your PAT. Copy your PAT to the clipboard.
Now, in R, run the following, replacing
YOUR-PAT OF-40-RANDOM-LETTERS-AND-DIGITS-GOES-HERE, with your token from the clipboard.
cat("GITHUB_PAT=YOUR-PAT OF-40-RANDOM-LETTERS-AND-DIGITS\n", file=file.path(normalizePath("~/"), ".Renviron"), append=TRUE)
This commands writes
GITHUB_PAT=YOUR-PAT OF-40-RANDOM-LETTERS-AND-DIGITSto a hidden file called
.Renvironin your home directory. If the file already exists, at adds it to the end.
Restart R (Session > Restart R in the RStudio menu bar), as environment variables are loaded from
.Renvirononly at the start of an R session. Check that the PAT is now available by running this command, which finds the environment variable called
You should see your PAT print to screen.
Now commands you run from the devtools package, which knows how to look for
GITHUB_PAT, can access private GitHub repositories to which you have access, and you can install them with
B.2 A note about security
Many other R packages that access web services give the option of storing API keys as environment variables in your
.Renviron file. These include many packages for accessing online data sources such as those maintained by rOpenSci. If you use these packages, your
.Renviron file will collect many keys and tokens. These keys, and this file, should never be comitted to GitHub, stored in Dropbox, or on any other online service. They should not be in your code or code somments. This is why this file is stored outside your project folder. Your keys can be used to access your accounts and wreak all kinds of havoc. It’s OK if you lose keys; as long as you log on to the site via a browser, you should be able to revoke keys and generate new ones.