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.


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.


1.5-0 by Peter Solymos, a month ago

Report a bug at

Browse source code at

Authors: Peter Solymos [aut, cre] , Zygmunt Zawadzki [aut]

Documentation:   PDF Manual  

Task views: High-Performance and Parallel Computing with R

GPL-2 license

Imports parallel

Suggests shiny

Imported by AmpGram, BBcor, BayesFactor, BetaPASS, CENFA, CancerGram, CliquePercolation, Ecume, FuncNN, GCalignR, HYRISK, HeritSeq, IDF, Infusion, MMDCopula, MRFcov, MetaDBparse, MortalityGaps, MortalityLaws, NPMLEmix, NetworkToolbox, PCRedux, PRDA, RFmerge, RandomForestsGLS, ResourceSelection, Rraven, Rtrack, SCORPIUS, SEIRfansy, SEMgraph, SemNeT, Seurat, Signac, SimDesign, SimEngine, SmCCNet, SortedEffects, Surrogate, TCA, TIGERr, WikidataR, activity, antaresEditObject, antaresRead, apTreeshape, bSims, baRulho, basemaps, bbreg, blackbox, bootnet, caretEnsemble, ccdf, cfda, corpustools, corto, csabounds, cwbtools, did, digitalDLSorteR, disto, dynaSpec, dyngen, eRTG3D, easyVerification, epiphy, extremeStat, factorEx, faoutlier, flipr, ftDK, gcite, gerbil, glmmSeq, gmvarkit, gtfs2gps, hero, immcp, irtplay, kernelPhil, leastcostpath, libbib, linkspotter, mapi, metafor, mirtCAT, mixpoissonreg, mobr, modnets, moveVis, neonUtilities, nettskjemar, nhdplusTools, nodeSub, ontoFAST, opentripplanner, optinterv, parSim, partR2, phylopath, polmineR, portfolioBacktest, predictionInterval, psychonetrics, qgraph, qsub, qte, rPanglaoDB, ractivecampaign, rangeBuilder, rdwd, replicationInterval, retriever, rfacebookstat, rgoogleads, ri2, rptR, rtsVis, sNPLS, saeRobust, scMappR, scTenifoldKnk, scTenifoldNet, sequenza, slimrec, smacpod, smerc, spaMM, stplanr, svars, uGMAR, ungroup, varycoef, vesselr, warbleR, wosr, zoomGroupStats.

Depended on by A3, BRISC, SamplingStrata, Taxonstand, detect, frequencyConnectedness, opticut, spectral.

Suggested by BuyseTest, DSsim, EGAnet, FSelectorRcpp, GenomeAdmixR, HelpersMG, berryFunctions, cleangeo, conos, copCAR, densitr, dsims, embryogrowth, ethnobotanyR, eyetrackingR, gtfsrouter, krippendorffsalpha, lavaSearch2, leidenAlg, mable, ngspatial, pct, phenology, raceland, sklarsomega, stars.

See at CRAN