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pbapply

Adding Progress Bar to '*apply' Functions

v1.7-4 · Jul 20, 2025 · GPL (>= 2)

Description

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 mirai and future.

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CRAN Check Status

14 OK
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Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (14 non-OK)
OK r-devel-linux-x86_64-debian-clang

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OK r-devel-linux-x86_64-debian-gcc

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OK r-devel-linux-x86_64-fedora-clang

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OK r-devel-linux-x86_64-fedora-gcc

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OK r-devel-macos-arm64

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OK r-devel-windows-x86_64

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OK r-oldrel-macos-arm64

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OK r-oldrel-macos-x86_64

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OK r-oldrel-windows-x86_64

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OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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OK r-release-macos-arm64

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OK r-release-macos-x86_64

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OK r-release-windows-x86_64

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Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Reverse Dependencies (274)

imports

APCinteraction AddiVortes AmpGram BEKKs BayesFactor BetaPASS BootstrapTests CAESAR.Suite CFO CancerGram CliquePercolation CondCopulas DBTC DEET DEmixR DMCfun DynForest Ecume ElliptCopulas FuncNN GCalignR GSEMA HDSpatialScan HYPEtools IDF Infusion InterpolateR LexisNexisTools MACER MMDCopula MRFcov MorphoRegions MortalityGaps MortalityLaws NetworkToolbox OSMscale PCRedux PRDA PRECAST ProFAST RFplus RGCCA RRgeo RandomForestsGLS ResourceSelection Rraven Rtrack SAMtool SCORPION SCORPIUS SEIRfansy SEMgraph SamplingStrata SemNeT SemNetCleaner Seurat Signac SimDesign SimEngine SkeletalVis Surrogate TCA TIGERr Unico VSOLassoBag VecDep activity animl antaresEditObject antaresRead apm bSims basemaps bbreg bdsm betaselectr blackbox bootnet caretEnsemble cfda clarify coFAST corpustools corto crossurr curvir dRiftDM ddecompose densityratio did disto dvir dyngen eRTG3D easyVerification epiphy epm exhaustiveRasch extremeStat eyetools factorEx faoutlier fastTopics fitPS flightsbr flipr forrel fossilbrush ftDK funStatTest fwb gcite gdm gerbil glmmSeq gmvarkit hero hollr hydroloom hypervolume iPRISM idiolect jrSiCKLSNMF kernelPhil kgen letsHerp letsRept libbib linkspotter manymome mcstatsim metafor mirt mirtCAT missoNet mixpoissonreg mldr.resampling mobr modelbpp modnets multiDEGGs multiSA mvDFA neonUtilities nhdplusTools nodeSub ontoFAST palaeoverse partR2 permimp pmcalibration pminternal polmineR portfolioBacktest power4mome powerNLSEM powerbrmsINLA predictionInterval psychonetrics ptetools puremoe pvars qgraph qsub qte rPanglaoDB racademyocean ractivecampaign rangeBuilder rangr rappleads rdwd regextable retriever rfacebookstat rgoogleads ri2 rifreg rlinkedinads rollout rphylopic rplec rptR rytstat sNPLS saeRobust scCustomize scMappR scR scTenifoldKnk scTenifoldNet semfindr semlbci semlrtp sim.BA sirt slimrec slopes smacpod smerc spaMM spant speccurvieR sstvars stplanr strap svars swaRmverse textpress transforEmotion twosigma uGMAR ubms uci ungroup varycoef warbleR wosr wqspt zoomGroupStats

Dependency Network

Dependencies Reverse dependencies BRISC BSPADATA detect frequencyConnectedness opticut spectral success APCinteraction AddiVortes AmpGram BEKKs BayesFactor BetaPASS BootstrapTests CAESAR.Suite +259 more reverse deps pbapply

Version History

new 1.7-4 Mar 9, 2026