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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 History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (273)

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 PubMatrixR RFplus RGCCA RRgeo RandomForestsGLS ResourceSelection Rraven Rtrack SAMtool SCORPION SEIRfansy SEMgraph SamplingStrata SemNeT SemNetCleaner Seurat Signac SimDesign SimEngine SkeletalVis Surrogate TCA TIGERr Unico VSOLassoBag VecDep activity animl antaresEditObject antaresRead apm bSims badp basemaps bbreg bdsm betaselectr blackbox bootnet caretEnsemble cfda clarify coFAST corpustools corto crossurr curvir dRiftDM ddecompose densityratio did 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 letsHerp letsRept libbib linkspotter manymome mcstatsim metafor mirt mirtCAT missoNet mixpoissonreg mldr.resampling 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 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 +258 more reverse deps pbapply

Version History

new 1.7-4 Mar 10, 2026
updated 1.7-4 ← 1.7-2 diff Jul 19, 2025
updated 1.7-2 ← 1.7-0 diff Jun 26, 2023
updated 1.7-0 ← 1.6-0 diff Jan 12, 2023
updated 1.6-0 ← 1.5-0 diff Nov 15, 2022
updated 1.5-0 ← 1.4-3 diff Sep 15, 2021
updated 1.4-3 ← 1.4-2 diff Aug 17, 2020
updated 1.4-2 ← 1.4-1 diff Aug 30, 2019
updated 1.4-1 ← 1.4-0 diff Jul 14, 2019
updated 1.4-0 ← 1.3-4 diff Feb 4, 2019
updated 1.3-4 ← 1.3-3 diff Jan 9, 2018
updated 1.3-3 ← 1.3-2 diff Jul 3, 2017
updated 1.3-2 ← 1.3-1 diff Feb 28, 2017
updated 1.3-1 ← 1.3-0 diff Oct 30, 2016
updated 1.3-0 ← 1.2-2 diff Sep 25, 2016
updated 1.2-2 ← 1.2-1 diff Aug 25, 2016
updated 1.2-1 ← 1.2-0 diff Apr 18, 2016
updated 1.2-0 ← 1.1-3 diff Feb 29, 2016
updated 1.1-3 ← 1.1-2 diff Nov 23, 2015
updated 1.1-2 ← 1.1-1 diff Nov 21, 2015