

{"id":4515,"date":"2016-07-10T12:06:04","date_gmt":"2016-07-10T17:06:04","guid":{"rendered":"http:\/\/rud.is\/b\/?p=4515"},"modified":"2018-03-07T16:42:22","modified_gmt":"2018-03-07T21:42:22","slug":"cran-packages-on-github-and-some-cran-description-observations","status":"publish","type":"post","link":"https:\/\/rud.is\/b\/2016\/07\/10\/cran-packages-on-github-and-some-cran-description-observations\/","title":{"rendered":"CRAN Packages on GitHub (and some CRAN DESCRIPTION observations)"},"content":{"rendered":"<p>Just about a week ago @thosjleeper posited something on twitter w\/r\/t how many CRAN packages had associations with GitHub (i.e. how many used GitHub for development). The `DESCRIPTION` file (that comes with all R packages) has some fields that can house this information and most folks who do use GitHub for development of R seem to use the `URL` field to host the repository URL, which looks something like this:<\/p>\n<p>`URL: http:\/\/github.com\/ropenscilabs\/geoparser`<\/p>\n<p>(that&#8217;s from @ma_salmon&#8217;s ++good `geoparser` package)<\/p>\n<p>There may be traces of GitHub URLs in other fields, but I took this initial na\u00efve assumption and added a step to my daily home CRAN mirror scripts (what, you don&#8217;t have your own CRAN mirror at home, too?) to generate two files that you, the R community, can use whenever you want to inspect GitHub R packages:<\/p>\n<p>&#8211; [`http:\/\/public-r-data.s3-website-us-east-1.amazonaws.com\/ghcran.Rdata`](http:\/\/public-r-data.s3-website-us-east-1.amazonaws.com\/ghcran.Rdata) (R data file)<br \/>\n&#8211; [`http:\/\/public-r-data.s3-website-us-east-1.amazonaws.com\/ghcran.json`](http:\/\/public-r-data.s3-website-us-east-1.amazonaws.com\/ghcran.json) (json file)<\/p>\n<p>You can use:<\/p>\n<p>`load(url(&#8220;http:\/\/public-r-data.s3-website-us-east-1.amazonaws.com\/ghcran.Rdata&#8221;))`<\/p>\n<p>or<\/p>\n<p>`jsonlite::fromJSON(&#8220;http:\/\/public-r-data.s3-website-us-east-1.amazonaws.com\/ghcran.json&#8221;)` <\/p>\n<p>to read these files but they change only daily, so you might want to `download.file()` them vs waste bandwidth re-reading them intra-day.<\/p>\n<p>As of this post there were 1,544 packages meeting my na\u00efve criteria. <\/p>\n<p>One interesting side-discovery of this effort was to discover that there are 122 &#8220;distinct&#8221; `DESCRIPTION` fields in-use, but some of those are mixed-case versions of each other (118 total unique ones). Plus, there doesn&#8217;t seem to be as hard and fast a rule on the fields as one might think. Some examples:<\/p>\n<p>&#8211; `acknowledgement`, `acknowledgements`, `acknowledgments`<br \/>\n&#8211; `bioviews`, `biocviews`<br \/>\n&#8211; `keyword`, `keywords`<br \/>\n&#8211; `reference`, `references`, `reference manual`<br \/>\n&#8211; `systemrequirement`, `systemrequirements`, `systemrequirementsnote`<\/p>\n<p>You can see the usage counts for all the fields in the table below:<\/p>\n<p><center><br \/>\n<iframe loading=\"lazy\" style=\"width=500px\" \n        src=\"\/b\/iframes\/tabs\/cranfields.html\" \n        sandbox=\"allow-same-origin \n        allow-scripts\" width=\"100%\" \n        height=\"600\" \n        scrolling=\"no\" \n        seamless=\"seamless\" \n        frameBorder=\"0\"><\/iframe><br \/>\n<\/center> <\/p>\n<p>But, I digress.<\/p>\n<p>Who has the most CRAN packages with associated GitHub repositories? The code below _mostly_ answers this. I say &#8220;mostly&#8221; since I don&#8217;t handle edge cases in the `URL` field (look at it to see what I mean). It&#8217;s also possible that there are traces of GitHub in other fields, and I&#8217;ll address those in my local CRAN parser at some point. Feel free to post your findings, fixes or enhancements in the comments.<\/p>\n<pre id=\"prism-r-code\"><code class=\"language-r\">library(dplyr)\r\nlibrary(tidyr)\r\nlibrary(stringi)\r\nlibrary(DT)\r\n\r\ndownload.file(&quot;http:\/\/public-r-data.s3-website-us-east-1.amazonaws.com\/ghcran.Rdata&quot;,\r\n              &quot;ghcran.Rdata&quot;)\r\n\r\nload(&quot;ghcran.Rdata&quot;)\r\n\r\nghcran$URL %&gt;% \r\n  stri_match_first_regex(&quot;:\/\/github.com\/(.*?\/[[:alnum:]_\\\\-\\\\.]+)&quot;) %&gt;% \r\n  as.data.frame(stringsAsFactors=FALSE) %&gt;% \r\n  setNames(c(&quot;url&quot;, &quot;repos&quot;)) %&gt;% \r\n  filter(!is.na(repos)) %&gt;% \r\n  separate(repos, c(&quot;author&quot;, &quot;repo&quot;), &quot;\/&quot;, extra=&quot;drop&quot;) %&gt;% \r\n  count(author) %&gt;% \r\n  arrange(desc(n)) %&gt;% \r\n  datatable()<\/code><\/pre>\n<p><center><br \/>\n<iframe loading=\"lazy\" style=\"width=500px\" \n        src=\"\/b\/iframes\/tabs\/ghcran.html\" \n        sandbox=\"allow-same-origin \n        allow-scripts\" width=\"100%\" \n        height=\"600\" \n        scrolling=\"no\" \n        seamless=\"seamless\" \n        frameBorder=\"0\"><\/iframe><br \/>\n<\/center> <\/p>\n","protected":false},"excerpt":{"rendered":"<p>Just about a week ago @thosjleeper posited something on twitter w\/r\/t how many CRAN packages had associations with GitHub (i.e. how many used GitHub for development). The `DESCRIPTION` file (that comes with all R packages) has some fields that can house this information and most folks who do use GitHub for development of R seem [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"activitypub_content_warning":"","activitypub_content_visibility":"","activitypub_max_image_attachments":3,"activitypub_interaction_policy_quote":"anyone","activitypub_status":"","footnotes":""},"categories":[91],"tags":[810],"class_list":["post-4515","post","type-post","status-publish","format-standard","hentry","category-r","tag-post"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>CRAN Packages on GitHub (and some CRAN DESCRIPTION observations) - rud.is<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/rud.is\/b\/2016\/07\/10\/cran-packages-on-github-and-some-cran-description-observations\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"CRAN Packages on GitHub (and some CRAN DESCRIPTION observations) - rud.is\" \/>\n<meta property=\"og:description\" content=\"Just about a week ago @thosjleeper posited something on twitter w\/r\/t how many CRAN packages had associations with GitHub (i.e. how many used GitHub for development). 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Most are \"cyber\"-related, but there are some general purpose ones. Here's a quick overview: docxtractr (CRAN, now, v0.2.0) was initially designed to make it easy to get data tables out of MS Word (docx) documents. The\u2026","rel":"","context":"In &quot;R&quot;","block_context":{"text":"R","link":"https:\/\/rud.is\/b\/category\/r\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":3460,"url":"https:\/\/rud.is\/b\/2015\/06\/15\/metricsgraphics-0-8-5-is-now-on-cran\/","url_meta":{"origin":4515,"position":1},"title":"metricsgraphics 0.8.5 is now on CRAN!","author":"hrbrmstr","date":"2015-06-15","format":false,"excerpt":"I'm super-pleased to announce that the Benevolent CRAN Overlords [accepted the metricsgraphics package](http:\/\/cran.r-project.org\/web\/packages\/metricsgraphics\/index.html) into CRAN over the weekend. Now, you no longer need to rely on github\/devtools to use [MetricsGraphics.js](http:\/\/metricsgraphicsjs.org\/) charts from your R scripts. 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Now, \"R\" is nowhere near a first-class citizen in the internet writ large, including software development tooling (e.g. the\u2026","rel":"","context":"In &quot;Cybersecurity&quot;","block_context":{"text":"Cybersecurity","link":"https:\/\/rud.is\/b\/category\/cybersecurity\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2018\/11\/Screen-Shot-2018-11-14-at-08.43.14.png?fit=1200%2C424&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2018\/11\/Screen-Shot-2018-11-14-at-08.43.14.png?fit=1200%2C424&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2018\/11\/Screen-Shot-2018-11-14-at-08.43.14.png?fit=1200%2C424&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2018\/11\/Screen-Shot-2018-11-14-at-08.43.14.png?fit=1200%2C424&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2018\/11\/Screen-Shot-2018-11-14-at-08.43.14.png?fit=1200%2C424&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":4852,"url":"https:\/\/rud.is\/b\/2017\/01\/08\/2017-01-authored-package-updates\/","url_meta":{"origin":4515,"position":3},"title":"2017-01 Authored Package Updates","author":"hrbrmstr","date":"2017-01-08","format":false,"excerpt":"The rest of the month is going to be super-hectic and it's unlikely I'll be able to do any more to help the push to CRAN 10K, so here's a breakdown of CRAN and GitHub new packages & package updates that I felt were worth raising awareness on: epidata I\u2026","rel":"","context":"In &quot;dplyr&quot;","block_context":{"text":"dplyr","link":"https:\/\/rud.is\/b\/category\/dplyr\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2017\/01\/epi2.png?fit=982%2C1200&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2017\/01\/epi2.png?fit=982%2C1200&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2017\/01\/epi2.png?fit=982%2C1200&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/rud.is\/b\/wp-content\/uploads\/2017\/01\/epi2.png?fit=982%2C1200&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":3482,"url":"https:\/\/rud.is\/b\/2015\/06\/29\/get-by-with-a-little-r-help-from-your-friends-at-github\/","url_meta":{"origin":4515,"position":4},"title":"Get by with a little (R) help from your friends (at GitHub)","author":"hrbrmstr","date":"2015-06-29","format":false,"excerpt":"@JennyBryan posted her [slides from the 2015 R Summit](https:\/\/github.com\/jennybc\/2015-06-28_r-summit-talk) 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\u2014and included in her\u2026","rel":"","context":"In &quot;R&quot;","block_context":{"text":"R","link":"https:\/\/rud.is\/b\/category\/r\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":3610,"url":"https:\/\/rud.is\/b\/2015\/08\/09\/cdcfluview-on-the-way-to-cran-7k\/","url_meta":{"origin":4515,"position":5},"title":"cdcfluview &#8211; On The Way to &#8220;CRAN 7K&#8221;","author":"hrbrmstr","date":"2015-08-09","format":false,"excerpt":"I like to turn coincidence into convergence whenever possible. This weekend, a user of [cdcfluview](http:\/\/github.com\/hrbrmstr\/cdcfluview) had a question that caused me to notice a difference in behaviour between the package was interacting with CDC FluView API, so I updated the package to accommodate the change and the user. 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