Get by with a little (R) help from your friends (at GitHub)

@JennyBryan posted her [slides from the 2015 R Summit]( and they are a must-read for instructors and even general stats/R-folk. She’s one of the foremost experts in R+GitHub and her personal and class workflows provide solid patterns worth emulation.

One thing she has mentioned a few times—and included in her R Summit talk—is the idea that you can lean on GitHub when official examples of a function are “kind of thin”. She uses a search for `vapply` as an example, showing how to [search for uses of `vapply` in CRAN]( (there’s a [read-only CRAN mirror on GitHub]( and [in GitHub R code in general](

I remember throwing together a small function to kick up a browser from R for those URLs (in a response to one of her tweets), but realized this morning (after reading her slides last night) that it’s possible to not leave RStudio to get these GitHub search results (or, at least the first page of results). So, I threw together [this gist]( which, when sourced, provides a `ghelp` function. This is the code:

ghelp <- function(topic, in_cran=TRUE) {
  require(htmltools) # for getting HTML to the viewer
  require(rvest)     # for scraping & munging HTML
  # github search URL base
  base_ext_url <- ""
  ext_url <- sprintf(base_ext_url, topic)
  # if searching with user:cran (the default) add that to the URL  
  if (in_cran) ext_url <- paste(ext_url, "+user%3Acran", sep="", collapse="")
  # at the time of writing, "rvest" and "xml2" are undergoing some changes, so
  # accommodate those of us who are on the bleeding edge of the hadleyverse
  # either way, we are just extracting out the results <div> for viewing in 
  # the viewer pane (it works in plain ol' R, too)
  if (packageVersion("rvest") < "") { 
    pg <- html(ext_url)
    res_div <- paste(capture.output(html_node(pg, "div#code_search_results")), collapse="")
  } else {
    pg <- read_html(ext_url)
    res_div <- as.character(html_nodes(pg, "div#code_search_results"))
  # clean up the HTML a bit   
  res_div <- gsub('How are these search results\\? <span class="removed_link" title="/contact">Tell us!</span>', '', res_div)
  # include a link to the results at the top of the viewer
  res_div <- gsub('href="/', 'href="', res_div)
  # build the viewer page, getting CSS from github-proper and hiding some cruft
  for_view <- sprintf('<html><head><link crossorigin="anonymous" href="" media="all" rel="stylesheet" /><style>body{padding:20px}</style></head><body><span class="removed_link" title="%s">Show on GitHub</span><hr noshade size=1/>%s</body></html>', ext_url, res_div)
  # this makes it show in the viewer (or browser if you're using plain R)

Now, when you type `ghelp(“vapply”)`, you’ll get:


in the viewer pane (and similar with `ghelp(“vapply”, in_cran=FALSE)`). Clicking the top link will take you to the search results page on GitHub (in your default web browser), and all the other links will pop out to a browser as well.

If you’re the trusting type, you can `devtools::source_gist(’32e9c140129d7d51db52′)` or just add this to your R startup functions (or add it to your personal helper package).

There’s definitely room for some CSS hacking and it would be fairly straightforward to get _all_ the search results into the viewer by following the pagination links and stitching them all together (an exercise left to the reader).

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