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pbapply: Adding Progress Bar to '*apply' Functions

A lightweight package that adds progress bar to vectorized R functions ('*apply'). The implementation can easily be added to functions where showing the progress is useful (e.g. bootstrap). The type and style of the progress bar (with percentages or remaining time) can be set through options. Supports several parallel processing backends including future.

Version: 1.7-2
Depends: R (≥ 3.2.0)
Imports: parallel
Suggests: shiny, future, future.apply
Published: 2023-06-27
DOI: 10.32614/CRAN.package.pbapply
Author: Peter Solymos ORCID iD [aut, cre], Zygmunt Zawadzki [aut], Henrik Bengtsson [ctb], R Core Team [cph, ctb]
Maintainer: Peter Solymos <psolymos at gmail.com>
BugReports: https://github.com/psolymos/pbapply/issues
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://github.com/psolymos/pbapply
NeedsCompilation: no
Materials: NEWS
In views: HighPerformanceComputing
CRAN checks: pbapply results

Documentation:

Reference manual: pbapply.pdf

Downloads:

Package source: pbapply_1.7-2.tar.gz
Windows binaries: r-devel: pbapply_1.7-2.zip, r-release: pbapply_1.7-2.zip, r-oldrel: pbapply_1.7-2.zip
macOS binaries: r-release (arm64): pbapply_1.7-2.tgz, r-oldrel (arm64): pbapply_1.7-2.tgz, r-release (x86_64): pbapply_1.7-2.tgz, r-oldrel (x86_64): pbapply_1.7-2.tgz
Old sources: pbapply archive

Reverse dependencies:

Reverse depends: A3, BRISC, BSPADATA, detect, frequencyConnectedness, opticut, SamplingStrata, spectral, success
Reverse imports: activity, ADAM, airpart, AmpGram, animl, antaresEditObject, antaresRead, basemaps, bayesassurance, BayesDLMfMRI, BayesFactor, bbreg, BEKKs, BetaPASS, betaselectr, blackbox, bootnet, bSims, CACIMAR, CAESAR.Suite, CancerGram, caretEnsemble, cellbaseR, CelliD, cfda, CFO, clarify, CliquePercolation, ClustAll, CondCopulas, condiments, corpustools, corto, crossurr, cTRAP, curvir, DBTC, ddecompose, dearseq, DEET, did, disto, DMCfun, dvir, DynForest, dyngen, easyVerification, Ecume, ElliptCopulas, epiphy, epm, eRTG3D, extremeStat, eyetools, factR, faoutlier, fastTopics, fitPS, flightsbr, flipr, forrel, fossilbrush, ftDK, FuncNN, funStatTest, fwb, GCalignR, gcite, gdm, gerbil, GGMncv, glmmSeq, gmvarkit, GSEMA, HDSpatialScan, HeritSeq, hero, HiCDOC, hollr, hydroloom, hypervolume, HYPEtools, IDF, idiolect, ILSE, immcp, inferCSN, infinityFlow, Infusion, iPRISM, jrSiCKLSNMF, kgen, LexisNexisTools, libbib, linkspotter, MACER, manymome, MAPFX, mapi, mcstatsim, metafor, mirt, mirtCAT, missoNet, mixpoissonreg, mldr.resampling, MMDCopula, mobr, MOCHA, modelbpp, modnets, MorphoRegions, MortalityGaps, MortalityLaws, MRFcov, multiHiCcompare, mvDFA, mvgam, neonUtilities, nettskjemar, NetworkToolbox, nhdplusTools, nodeSub, ontoFAST, OSMscale, palaeoverse, parSim, partR2, PhyloProfile, pmcalibration, polmineR, portfolioBacktest, powerNLSEM, PRDA, PRECAST, preciseTAD, predictionInterval, ProFAST, psychonetrics, puremoe, qgraph, qsub, qte, racademyocean, ractivecampaign, RandomForestsGLS, rangeBuilder, RCAS, rdwd, regsplice, ResourceSelection, retriever, rfacebookstat, RGCCA, rgoogleads, ri2, rifreg, rlinkedinads, rPanglaoDB, rphylopic, rptR, Rraven, Rtrack, rytstat, saeRobust, SAMtool, satuRn, scCustomize, scMappR, SCORPION, SCORPIUS, scTenifoldKnk, scTenifoldNet, SEIRfansy, SEMgraph, semlbci, semlrtp, SemNeT, seqsetvis, Seurat, Signac, sim.BA, SimDesign, SimEngine, sirt, slimrec, smacpod, SmCCNet, smerc, sNPLS, SortedEffects, spaMM, SpatialDDLS, SpatialOmicsOverlay, speccurvieR, sstvars, stplanr, strap, Surrogate, svars, swaRmverse, synergyfinder, TCA, textpress, TIGERr, tradeSeq, transforEmotion, transomics2cytoscape, twosigma, ubms, uci, uGMAR, ungroup, Unico, varycoef, VecDep, vesselr, VSOLassoBag, warbleR, WikidataR, wosr, wqspt, zoomGroupStats
Reverse suggests: berryFunctions, BuyseTest, cleangeo, conformalInference.fd, conformalInference.multi, copCAR, densitr, DESeq2, dsims, EGAnet, embryogrowth, eyetrackingR, FSelectorRcpp, GenomeAdmixR, gtfsrouter, HelpersMG, krippendorffsalpha, lavaSearch2, leidenAlg, LMMstar, mable, MiscMetabar, MSEtool, nestedcv, ngspatial, phenology, predictNMB, pvac, raceland, registr, rnaturalearth, sf, sklarsomega, sonicscrewdriver, stars, tidybulk, unmarked, zebu

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.