Package: future.apply 1.11.2

future.apply: Apply Function to Elements in Parallel using Futures

Implementations of apply(), by(), eapply(), lapply(), Map(), .mapply(), mapply(), replicate(), sapply(), tapply(), and vapply() that can be resolved using any future-supported backend, e.g. parallel on the local machine or distributed on a compute cluster. These future_*apply() functions come with the same pros and cons as the corresponding base-R *apply() functions but with the additional feature of being able to be processed via the future framework.

Authors:Henrik Bengtsson [aut, cre, cph], R Core Team [cph, ctb]

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future.apply.pdf |future.apply.html
future.apply/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/henrikbengtsson/future.apply/issues

On CRAN:

asynchronousdistributed-computingfuturehpchpc-clustersparallelparallel-computingparallel-processingparallelizationprogramming

11 exports 207 stars 11.91 score 6 dependencies 824 dependents 2 mentions 1.6k scripts 133.6k downloads

Last updated 5 months agofrom:8cce49c256 (on master). Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKAug 25 2024
R-4.5-winOKAug 25 2024
R-4.5-linuxOKAug 25 2024
R-4.4-winOKAug 25 2024
R-4.4-macOKAug 25 2024
R-4.3-winOKAug 25 2024
R-4.3-macOKAug 25 2024

Exports:future_.mapplyfuture_applyfuture_byfuture_eapplyfuture_lapplyfuture_Mapfuture_mapplyfuture_replicatefuture_sapplyfuture_tapplyfuture_vapply

Dependencies:codetoolsdigestfutureglobalslistenvparallelly

A Future for R: Apply Function to Elements in Parallel

Rendered fromfuture.apply-1-overview.md.rspusingR.rsp::rspon Aug 25 2024.

Last update: 2023-05-21
Started: 2017-08-31

Readme and manuals

Help Manual

Help pageTopics
Apply Functions Over Array Margins via Futuresfuture_apply
Apply a Function to a Data Frame Split by Factors via Futuresfuture_by
Apply a Function over a List or Vector via Futuresfuture_eapply future_lapply future_replicate future_sapply future_tapply future_vapply
Apply a Function to Multiple List or Vector Argumentsfuture_.mapply future_Map future_mapply
future.apply: Apply Function to Elements in Parallel using Futuresfuture.apply-package future.apply
Options used for future.applyfuture.apply.debug future.apply.options R_FUTURE_APPLY_DEBUG