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: | 7.13.11 |
| 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: | 2024-12-04 |
| DOI: | 10.32614/CRAN.package.drake |
| Author: | William Michael Landau [aut, cre], Alex Axthelm [ctb], Jasper Clarkberg [ctb], Kirill Müller [ctb], Ben Bond-Lamberty [ctb], Tristan Mahr [ctb], Miles McBain [ctb], Noam Ross [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 |