{"id":5206,"date":"2017-03-27T16:30:32","date_gmt":"2017-03-27T21:30:32","guid":{"rendered":"https:\/\/rud.is\/b\/?p=5206"},"modified":"2018-03-07T17:21:42","modified_gmt":"2018-03-07T22:21:42","slug":"all-in-on-r%e2%81%b4-progress-bars-on-first-post","status":"publish","type":"post","link":"https:\/\/rud.is\/b\/2017\/03\/27\/all-in-on-r%e2%81%b4-progress-bars-on-first-post\/","title":{"rendered":"All-in on R\u2076 : Progress [bars] on first post"},"content":{"rendered":"

@eddelbuettel’s idea<\/a> is a good one. (it’s a quick read…jump there and come back). We’ll avoid confusion and call it R\u2076 over here. Feel free to don the superclass.<\/p>\n

I often wait for a complete example or new package announcement to blog something when a briefly explained snippet might have sufficient utility for many R users. Also, tweets are fleeting<\/a> and twitter could end up on the island of misfit social media sites if it can’t generate revenue or find a giant buyer this year. Don’t get me wrong, twitter convos are fine\/useful, but blogs are at least semi-permanent, especially if you let them be hoovered up by the Internet Archive (“Save Page Now” on their site or use this handy Chrome extension<\/a>).<\/p>\n

I’ll tag all R\u2076 posts as “r6” if you want to auto-filter those out of your stream or just page through them.<\/p>\n

I’ll also lead off the these micro-posts with a simple one: adding progress bars to your tidyverse purrr<\/code> operations.<\/p>\n

The purrr::map*<\/code> functions enable expressive and type-safe vectorized operations. Mine are usually over a few million\/billion IPv4 addresses or domain names\/URLs and often involve moderately lengthy tasks so I usually add the ability to incorporate progress bars to functions I make (and, I’m trying hard to get out of the bad habit of long-ish anonymous functions in purrr<\/code> calls). The following is a toy example, but it’s a working example you can run in your interactive R session now:<\/p>\n

library(tidyverse)\r\n\r\narduously_long_nchar <- function(input_var, .pb=NULL) {\r\n  \r\n  if ((!is.null(.pb)) && inherits(.pb, "Progress") && (.pb$i < .pb$n)) .pb$tick()$print()\r\n  \r\n  Sys.sleep(1)\r\n  \r\n  nchar(input_var)\r\n  \r\n}\r\n\r\npb <- progress_estimated(length(letters))\r\n\r\nmap_int(letters, arduously_long_nchar, .pb=pb)<\/code><\/pre>\n
And, yes, I did make you wait ~26 seconds (unless you were intrepid enough to reduce the amount of sleep time :-)<\/p>\n
If you happen to forget the progress bar object (or know you don’t need one):<\/p>\n
map_int(letters, arduously_long_nchar)<\/code><\/pre>\n
the function still works (sans progress bars).<\/p>\n
If you happen to also mess up what you pass in to the .pb<\/code> parameter or get your progress bar out of sync with your object it won’t error out on you (it can be made much<\/em> safer and wrapped in another function, say —\u00a0tick_off(.pb)<\/code> — but this is supposed to be a small post).<\/p>\n
Comments\/feedback\/your-own-progress-methods are most welcome and encouraged.<\/p>\n","protected":false},"excerpt":{"rendered":"
@eddelbuettel’s idea is a good one. (it’s a quick read…jump there and come back). We’ll avoid confusion and call it R\u2076 over here. Feel free to don the superclass. 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