CRAN/E | drake

drake

A Pipeline Toolkit for Reproducible Computation at Scale

Installation

About

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 and the online manual .

Citation drake citation info
github.com/ropensci/drake
docs.ropensci.org/drake/
books.ropensci.org/drake/
Bug report File report

Key Metrics

Version 7.13.9
R ≥ 3.3.0
Published 2024-03-04 53 days ago
Needs compilation? yes
License GPL-3
CRAN checks drake results
Language en-US

Downloads

Yesterday 18 0%
Last 7 days 233 -38%
Last 30 days 1.569 -19%
Last 90 days 5.049 -3%
Last 365 days 19.807 +5%

Maintainer

Maintainer

William Michael Landau

will.landau.oss@gmail.com

Authors

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
Company

cph

Material

NEWS
Reference manual
Package source

In Views

HighPerformanceComputing
ReproducibleResearch

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

drake archive

Depends

R ≥ 3.3.0

Imports

base64url
digest ≥ 0.6.21
igraph
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