R Weekly Highlights

Issue 2023-W48 Highlights

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A glimpse of refactoring functional R code to object-oriented programming with R6, using benchmarking as another input to adopting package dependencies, and building a high-performance CSV reader by combining R and Rust.

Episode Links

  • This week's curator: Tony Elhabr - @TonyElHabr (Twitter) & @[email protected] (Mastodon)
  • Object-Oriented Express: Refactoring in R
  • Using benchmarking to guide the adoption of dependencies in R packages
  • Building a DataFusion CSV reader with arrow-extendr
  • Entire issue available at rweekly.org/2023-W48

    • Supplement Resources

    • Sharing app state between Shiny modules https://docs.google.com/presentation/d/13___ZiOO1aEv0xiCj2TAm2JenEdy_Sfy6SEIWAltAYI/edit#slide=id.g216fe8fbc25_0_71
    • {pkgdepends} Package Dependency Resolution, Downloads and Installation https://r-lib.github.io/pkgdepends
    • {reactable.extras} 0.2.0 Release: Enhanced Interactivity and Efficiency for Shiny Apps https://appsilon.com/reactable-extras-enhancing-shiny-applications
    • Folks, C'mon, Use Parquet https://appsilon.com/csv-to-parquet-transition
    • Shiny and Arrow - A match made in high-performance-web-application heaven https://posit.co/blog/shiny-and-arrow
    • Jadey Ryan's The Coding Cats on Etsy https://www.etsy.com/shop/thecodingcats

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      • Get in touch with us on social media
        • Eric Nantz: @theRcast (Twitter) and @[email protected] (Mastodon)
        • Mike Thomas: @mike_ketchbrook (Twitter) and @[email protected] (Mastodon)
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