Package: doFuture 1.0.1

doFuture: Use Foreach to Parallelize via the Future Framework

The 'future' package provides a unifying parallelization framework for R that supports many parallel and distributed backends. The 'foreach' package provides a powerful API for iterating over an R expression in parallel. The 'doFuture' package brings the best of the two together. There are two alternative ways to use this package. The recommended approach is to use 'y <- foreach(...) %dofuture% { ... }', which does not require using 'registerDoFuture()' and has many advantages over '%dopar%'. The alternative is the traditional 'foreach' approach by registering the 'foreach' adapter 'registerDoFuture()' and so that 'y <- foreach(...) %dopar% { ... }' runs in parallelizes with the 'future' framework.

Authors:Henrik Bengtsson [aut, cre, cph]

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doFuture.pdf |doFuture.html
doFuture/json (API)
NEWS

# Install 'doFuture' in R:
install.packages('doFuture', repos = c('https://henrikbengtsson.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/henrikbengtsson/dofuture/issues

On CRAN:

batchjobsbatchtoolsbiocparalleldistributed-computingforeachhpchpc-clustersparallelplyr

3 exports 84 stars 6.50 score 9 dependencies 77 dependents 1 mentions 1.3k scripts 28.9k downloads

Last updated 9 months agofrom:ed15d39b4e (on master). Checks:OK: 5 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 06 2024
R-4.5-winNOTESep 06 2024
R-4.5-linuxNOTESep 06 2024
R-4.4-winOKSep 06 2024
R-4.4-macOKSep 06 2024
R-4.3-winOKSep 06 2024
R-4.3-macOKSep 06 2024

Exports:%dofuture%registerDoFuturewithDoRNG

Dependencies:codetoolsdigestforeachfuturefuture.applyglobalsiteratorslistenvparallelly

doFuture: An Overview on using Foreach to Parallelize via the Future Framework

Rendered fromdoFuture-1-overview.md.rspusingR.rsp::rspon Sep 06 2024.

Last update: 2023-12-20
Started: 2023-03-25

Foreach Iteration using Futures via %dofuture%

Rendered fromdoFuture-3-dofuture.md.rspusingR.rsp::rspon Sep 06 2024.

Last update: 2023-03-25
Started: 2023-03-25

Foreach Iteration using Futures via %dopar%

Rendered fromdoFuture-2-dopar.md.rspusingR.rsp::rspon Sep 06 2024.

Last update: 2023-03-25
Started: 2023-03-25