https://github.com/nanxstats/r-future-recipes

🚀 Guides and examples for the future framework in R
https://github.com/nanxstats/r-future-recipes

Last synced: 11 days ago
JSON representation

🚀 Guides and examples for the future framework in R

• Host: GitHub
• URL: https://github.com/nanxstats/r-future-recipes
• Owner: nanxstats
• Created: 2023-08-03T02:25:02.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-08-03T02:44:16.000Z (over 1 year ago)
• Last Synced: 2023-08-03T03:42:38.061Z (over 1 year ago)
• Homepage:
• Size: 1.95 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• jimsghstars - nanxstats/r-future-recipes - 🚀 Guides and examples for the future framework in R (Shell)

README

        
# R future recipes



The purpose of repo is to help myself remember important guides, examples,

and best practices related to using the future framework in R,

especially for parallelization.

## General usage

- [`%dofuture%` - a better `foreach()` parallelization operator than `%dopar%`](https://www.jottr.org/2023/06/26/dofuture/) - Comprehensive summary on the benefits of using the `%dofuture%` operator.

## Nested loops

- [`%dofuture%` documentation](https://dofuture.futureverse.org/reference/grapes-dofuture-grapes.html) - Code examples section includes nested loops.

- [Future topologies vignette](https://future.futureverse.org/articles/future-3-topologies.html) - How to set `plan()` for each level.

## Avoid using fork with RStudio

- [Protect against using forked processes (aka "multicore") in RStudio](https://github.com/HenrikBengtsson/future/issues/299)