Description

Another collection of package testing workflow nuggets you can make great use of today, the definitive guide to effective use of logging in Shiny applications from the recent Shiny in Production conference, and a cautionary tale of the potential impact of default function arguments in your downstream analytical pipelines.

Episode Links

• This week's curator: Tony Elhabr - @TonyElHabr (Twitter) & @tonyelhabr@skrimmage.com (Mastodon)
• Two recent enhancements to my testing workflow
• Shiny In Production 2023: Effective Logging in Shiny
• Note to self: be aware of functions with default arguments
• Entire issue available at rweekly.org/2023-W42

Supplement Resources

• testthat 3.2.0 https://www.tidyverse.org/blog/2023/10/testthat-3-2-0/
• lazytest - Runs only failed tests https://github.com/cynkra/lazytest
• Effective logging in Shiny GH repository https://github.com/tanho63/talk_shinyprod2023_logging
• shinymetrics https://shinymetrics.com
• Shiny In Production 2023: Anatomy of a Shiny app
• Shiny in Production 2023: Dynamic annotations: 10 tips for better text

Supporting the show

• Use the contact page at https://rweekly.fireside.fm/contact to send us your feedback
• R-Weekly Highlights on the Podcastindex.org - You can send a boost into the show directly in the Podcast Index. First, top-up with Alby, and then head over to the R-Weekly Highlights podcast entry on the index.
• A new way to think about value: https://value4value.info
• Get in touch with us on social media
  • Eric Nantz: @theRcast (Twitter) and @rpodcast@podcastindex.social (Mastodon)
  • Mike Thomas: @mike_ketchbrook (Twitter) and @mike_thomas@fosstodon.org (Mastodon)

Music credits powered by OCRemix

• Of Whips and Strings - Castlevania - Super Guitar Bros. - https://ocremix.org/remix/OCR02480
• The Flood Plain - F-Zero - JigginJonT - https://ocremix.org/remix/OCR01494