Enhancing the 'parallel' Package

Utility functions that enhance the 'parallel' package and support the built-in parallel backends of the 'future' package. For example, availableCores() gives the number of CPU cores available to your R process as given by the operating system, 'cgroups' and Linux containers, R options, and environment variables, including those set by job schedulers on high-performance compute clusters. If none is set, it will fall back to parallel::detectCores(). Another example is 'parallel::makeCluster(type = "RPSOCK")', which is backward compatible with 'parallel::makeCluster()' while doing a better job in setting up remote cluster workers without the need for configuring the firewall to do port-forwarding to your local computer.


Reference manual

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install.packages("parallelly")

1.48.0 by Henrik Bengtsson, 3 months ago


https://parallelly.futureverse.org, https://github.com/futureverse/parallelly


Report a bug at https://github.com/futureverse/parallelly/issues


Browse source code at https://github.com/cran/parallelly


Authors: Henrik Bengtsson [aut, cre, cph] (ORCID: , Mike Cheng [ctb]


Documentation:   PDF Manual  


LGPL (>= 2.1) license


Imports parallel, tools, utils

Suggests commonmark, base64enc


Imported by BiostatsUHNplus, CSCNet, CiteSource, CptNonPar, FracFixR, GREENeR, GetBCBData, JMbayes2, LWFBrook90R, LipidMS, MCseqReplic, NCC, PathwayVote, ResIN, Rmfrac, SCDB, SEQTaRget, SimDesign, Spower, TDApplied, TSEAL, TaxaNorm, TraMineRextras, adea, alookr, auxvecLASSO, bbw, bigDM, bigparallelr, bigreadr, bootUR, cccrm, chms, crmPack, crossmap, ctsem, desla, dipsaus, drimmR, ecocbo, fect, flexstanr, fsemipar, future, future.batchtools, future.callr, future.mirai, geocodebr, gloBFPr, greta, gtfs2emis, gtfs2gps, gtfstools, iccCompare, iccTraj, interflex, jobqueue, kernelboot, ldaPrototype, lidR, mappp, mlr3, modeltime, multilevelmediation, nebula, outliers.ts.oga, parglm, parseRPDR, pmartR, proffer, rACMEMEEV, rBiasCorrection, rchime, rivnet, scR, sctransform, seqimpute, sigminer, simIDM, sleacr, spanishoddata, specr, streetscape, svycoxme, tern.mmrm, toolero, updog, xiacf, yfR.

Depended on by xega.

Suggested by AMR, DEmixR, DEoptim, EpiNow2, JuliaConnectoR, RBesT, SDModels, WMAP, apsimx, aramappings, breathteststan, caretSDM, couplr, craftgrn, dataquieR, ecodive, fmeffects, furrr, gastempt, healthyR.ai, koma, ldmppr, memtoc, mice, mmrm, modeltuning, moire, qtl2pleio, reproducible, robust2sls, rtemis, sits, tabxplor, targets, whitewater, wildmeta, xegaPopulation.


See at CRAN