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:
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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')) |
Bug tracker:https://github.com/henrikbengtsson/dofuture/issues
batchjobsbatchtoolsbiocparalleldistributed-computingforeachhpchpc-clustersparallelplyr
Last updated 9 months agofrom:ed15d39b4e (on master). Checks:OK: 5 NOTE: 2. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Sep 06 2024 |
R-4.5-win | NOTE | Sep 06 2024 |
R-4.5-linux | NOTE | Sep 06 2024 |
R-4.4-win | OK | Sep 06 2024 |
R-4.4-mac | OK | Sep 06 2024 |
R-4.3-win | OK | Sep 06 2024 |
R-4.3-mac | OK | Sep 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.rsp
usingR.rsp::rsp
on Sep 06 2024.Last update: 2023-12-20
Started: 2023-03-25
Foreach Iteration using Futures via %dofuture%
Rendered fromdoFuture-3-dofuture.md.rsp
usingR.rsp::rsp
on Sep 06 2024.Last update: 2023-03-25
Started: 2023-03-25
Foreach Iteration using Futures via %dopar%
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usingR.rsp::rsp
on Sep 06 2024.Last update: 2023-03-25
Started: 2023-03-25
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Loop over a Foreach Expression using Futures | %dofuture% |
doFuture: Foreach Parallel Adapter using Futures | doFuture-package doFuture |
Use the Foreach %dopar% Adapter with Futures | registerDoFuture |
Evaluates a foreach %dopar% expression with the doRNG adapter | withDoRNG |