drake: A Pipeline Toolkit for Reproducible Computation at Scale

A general-purpose computational engine for data analysis, drake rebuilds intermediate data objects when their dependencies change, and it skips work when the results are already up to date. Not every execution starts from scratch, there is native support for parallel and distributed computing, and completed projects have tangible evidence that they are reproducible. Extensive documentation, from beginner-friendly tutorials to practical examples and more, is available at the reference website <https://docs.ropensci.org/drake/> and the online manual <https://books.ropensci.org/drake/>.

Version: 7.13.10
Depends: R (≥ 3.3.0)
Imports: base64url, digest (≥ 0.6.21), igraph (≥ 2.0.0), methods, parallel, rlang (≥ 0.2.0), storr (≥ 1.1.0), tidyselect (≥ 1.0.0), txtq (≥ 0.2.3), utils, vctrs (≥ 0.2.0)
Suggests: abind, bindr, callr, cli (≥ 1.1.0), clustermq (≥ 0.9.1), crayon, curl (≥ 2.7), data.table, datasets, disk.frame, downloader, fst, future (≥ 1.3.0), ggplot2, ggraph, grDevices, keras, knitr, lubridate, networkD3, prettycode, progress (≥ 1.2.2), qs (≥ 0.20.2), Rcpp, rmarkdown, rstudioapi, stats, styler (≥ 1.2.0), testthat (≥ 2.1.0), tibble, txtplot, usethis, visNetwork (≥ 2.0.9), webshot
Published: 2024-05-15
DOI: 10.32614/CRAN.package.drake
Author: William Michael Landau ORCID iD [aut, cre], Alex Axthelm [ctb], Jasper Clarkberg [ctb], Kirill Müller [ctb], Ben Bond-Lamberty ORCID iD [ctb], Tristan Mahr ORCID iD [ctb], Miles McBain ORCID iD [ctb], Noam Ross ORCID iD [ctb], Ellis Hughes [ctb], Matthew Mark Strasiotto [ctb], Ben Marwick [rev], Peter Slaughter [rev], Eli Lilly and Company [cph]
Maintainer: William Michael Landau <will.landau.oss at gmail.com>
BugReports: https://github.com/ropensci/drake/issues
License: GPL-3
URL: https://github.com/ropensci/drake, https://docs.ropensci.org/drake/, https://books.ropensci.org/drake/
NeedsCompilation: no
Language: en-US
Citation: drake citation info
Materials: NEWS
In views: HighPerformanceComputing, ReproducibleResearch
CRAN checks: drake results


Reference manual: drake.pdf


Package source: drake_7.13.10.tar.gz
Windows binaries: r-devel: drake_7.13.10.zip, r-release: drake_7.13.10.zip, r-oldrel: drake_7.13.10.zip
macOS binaries: r-release (arm64): drake_7.13.10.tgz, r-oldrel (arm64): drake_7.13.10.tgz, r-release (x86_64): drake_7.13.10.tgz, r-oldrel (x86_64): drake_7.13.10.tgz
Old sources: drake archive


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