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pbapply (version 1.7-5)

Adding Progress Bar to '*apply' Functions

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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Install

install.packages('pbapply')

Monthly Downloads

113,394

Version

1.7-5

License

GPL (>= 2)

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Maintainer

Peter Solymos

Last Published

September 1st, 2026

Functions in pbapply (1.7-5)

pboptions

Creating Progress Bar and Setting Options
timerProgressBar

Timer Progress Bar
splitpb

Divide Tasks for Progress-bar Friendly Distribution in a Cluster
pbapply

Adding Progress Bar to '*apply' Functions