JOSS: https://github.com/ropensci/drake
data-science drake high-performance-computing makefile peer-reviewed pipeline r r-package reproducibility reproducible-research ropensci rstats workflow
Score: 22.691435308555583
Last synced: about 4 hours ago
JSON representation
Repository metadata:
An R-focused pipeline toolkit for reproducibility and high-performance computing
- Host: GitHub
- URL: https://github.com/ropensci/drake
- Owner: ropensci
- License: gpl-3.0
- Created: 2017-02-20T22:28:40.000Z (almost 9 years ago)
- Default Branch: main
- Last Pushed: 2024-12-04T11:25:31.000Z (about 1 year ago)
- Last Synced: 2026-02-01T12:40:34.719Z (4 days ago)
- Topics: data-science, drake, high-performance-computing, makefile, peer-reviewed, pipeline, r, r-package, reproducibility, reproducible-research, ropensci, rstats, workflow
- Language: R
- Homepage: https://docs.ropensci.org/drake
- Size: 92.4 MB
- Stars: 1,342
- Watchers: 31
- Forks: 130
- Open Issues: 0
-
Metadata Files:
- Readme: README.Rmd
- Changelog: NEWS.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Codemeta: codemeta.json
CodeMeta metadata:
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- http://schema.org
- @type: SoftwareSourceCode
- Identifier: drake
- Description: 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
- Name: drake: A Pipeline Toolkit for Reproducible Computation at Scale
- Code repository: https://github.com/ropensci/drake
- Related link:
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- https://books.ropensci.org/drake/
- https://CRAN.R-project.org/package=drake
- https://docs.ropensci.org/drake/
- Issue tracker: https://github.com/ropensci/drake/issues
- License: https://spdx.org/licenses/GPL-3.0
- Version: 7.13.2
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- Release notes: https://github.com/ropensci/drake/blob/master/NEWS.md
- Readme: https://github.com/ropensci/drake/blob/main/README.md
- File size: 2962.292KB
- Cont integration: https://codecov.io/github/ropensci/drake?branch=main
- Development status: https://www.tidyverse.org/lifecycle/#superseded
- Review:
- @type: Review
- Url: https://github.com/ropensci/software-review/issues/156
- Provider: https://ropensci.org
- Keywords:
- reproducibility
- high-performance-computing
- r
- data-science
- drake
- makefile
- pipeline
- workflow
- reproducible-research
- rstats
- r-package
- ropensci
- peer-reviewed
- Citation:
- @type: ScholarlyArticle
- Date published: 2018
- Author:
- @type: Person
- Given name:
- William
- Michael
- Family name: Landau
- Name: The drake R package: a pipeline toolkit for reproducibility and high-performance computing
- Url: https://doi.org/10.21105/joss.00550
- Is part of:
- @type: PublicationIssue
- Issue number: 21
- Date published: 2018
- Is part of:
- @type:
- PublicationVolume
- Periodical
- Volume number: 3
- Name: Journal of Open Source Software
- @type:
Owner metadata:
- Name: rOpenSci
- Login: ropensci
- Email: info@ropensci.org
- Kind: organization
- Description:
- Website: https://ropensci.org/
- Location: Berkeley, CA
- Twitter: rOpenSci
- Company:
- Icon url: https://avatars.githubusercontent.com/u/1200269?v=4
- Repositories: 307
- Last Synced at: 2023-03-10T20:30:59.242Z
- Profile URL: https://github.com/ropensci
GitHub Events
Total
- Create event: 1
- Fork event: 3
- Push event: 4
- Release event: 1
- Watch event: 11
- Total: 20
Last Year
- Fork event: 2
- Watch event: 4
- Total: 6
Committers metadata
Last synced: 3 days ago
Total Commits: 6,308
Total Committers: 44
Avg Commits per committer: 143.364
Development Distribution Score (DDS): 0.066
Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| wlandau | w****u@g****m | 5893 |
| Ben Bond-Lamberty | b****y@p****v | 122 |
| Alex Axthelm | A****m@c****v | 91 |
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| TJ Mahr | m****r@w****u | 14 |
| thebioengineer | e****s@l****m | 11 |
| Noam Ross | n****s@g****m | 5 |
| Kendon Bell | k****B | 4 |
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| Garrick Aden-Buie | g****e@m****u | 3 |
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| Maëlle Salmon | m****n@y****e | 3 |
| Nicholas Knoblauch | n****h@g****m | 3 |
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| Bill Denney | w****y@h****m | 3 |
| Malcolm Barrett | m****t@g****m | 2 |
| ChrisMuir | c****A@g****m | 2 |
| Rainer M. Krug | R****r@k****e | 2 |
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| evalparse | z****i@g****m | 2 |
| Patrick Schratz | p****z@g****m | 2 |
| Timothy Mastny | t****y@h****m | 2 |
| susan landau | s****u@s****l | 2 |
| brendanf | b****x@g****m | 1 |
| bmchorse | b****e@g****m | 1 |
| Xianying Tan | s****n@1****m | 1 |
| and 14 more... | ||
Issue and Pull Request metadata
Last synced: 5 months ago
Total issues: 96
Total pull requests: 7
Average time to close issues: 17 days
Average time to close pull requests: about 16 hours
Total issue authors: 46
Total pull request authors: 5
Average comments per issue: 4.48
Average comments per pull request: 1.43
Merged pull request: 7
Bot issues: 0
Bot pull requests: 0
Past year issues: 0
Past year pull requests: 0
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 0
Past year pull request authors: 0
Past year average comments per issue: 0
Past year average comments per pull request: 0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- matthiasgomolka (9)
- wlandau (8)
- shirdekel (7)
- billdenney (6)
- edgBR (6)
- jennysjaarda (5)
- potash (3)
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Top Pull Request Authors
- maelle (4)
- vkehayas (2)
- malcolmbarrett (1)
- boshek (1)
- krlmlr (1)
Top Issue Labels
- type: question (29)
- type: trouble (29)
- type: new feature (13)
- type: bug (7)
- type: edge case (6)
- depends: reprex (4)
- status: may revisit (3)
- topic: performance (2)
- topic: documentation (2)
- status: duplicate (1)
- wontfix (1)
- status: won't fix (1)
- topic: dependencies (1)
- depends: external prerequisite (1)
- depends: a future release (1)
- topic: visualization (1)
- type: faq (1)
- difficulty: advanced (1)
Top Pull Request Labels
Package metadata
- Total packages: 3
-
Total downloads:
- cran: 1,649 last-month
- Total docker downloads: 119,484
- Total dependent packages: 1 (may contain duplicates)
- Total dependent repositories: 33 (may contain duplicates)
- Total versions: 114
- Total maintainers: 1
proxy.golang.org: github.com/ropensci/drake
- Homepage:
- Documentation: https://pkg.go.dev/github.com/ropensci/drake#section-documentation
- Licenses: gpl-3.0
- Latest release: v7.12.7+incompatible (published over 5 years ago)
- Last Synced: 2026-01-19T15:24:44.185Z (17 days ago)
- Versions: 43
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 5.432%
- Average: 5.615%
- Dependent repos count: 5.797%
cran.r-project.org: drake
A Pipeline Toolkit for Reproducible Computation at Scale
- Homepage: https://github.com/ropensci/drake
- Documentation: http://cran.r-project.org/web/packages/drake/drake.pdf
- Licenses: GPL-3
- Latest release: 7.13.11 (published about 1 year ago)
- Last Synced: 2026-01-29T12:50:35.193Z (7 days ago)
- Versions: 50
- Dependent Packages: 1
- Dependent Repositories: 33
- Downloads: 1,649 Last month
- Docker Downloads: 119,484
-
Rankings:
- Stargazers count: 0.164%
- Forks count: 0.456%
- Dependent repos count: 4.612%
- Average: 9.392%
- Downloads: 10.616%
- Dependent packages count: 18.108%
- Docker downloads count: 22.397%
- Maintainers (1)
conda-forge.org: r-drake
- Homepage: https://github.com/ropensci/drake
- Licenses: GPL-3.0-only
- Latest release: 7.13.4 (published over 3 years ago)
- Last Synced: 2026-01-29T12:50:45.944Z (7 days ago)
- Versions: 21
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Stargazers count: 9.988%
- Forks count: 14.41%
- Average: 27.4%
- Dependent repos count: 34.025%
- Dependent packages count: 51.175%
Dependencies
DESCRIPTION
cran
- R >= 3.3.0 depends
- base64url * imports
- digest >= 0.6.21 imports
- igraph * imports
- methods * imports
- parallel * imports
- rlang >= 0.2.0 imports
- storr >= 1.1.0 imports
- tidyselect >= 1.0.0 imports
- txtq >= 0.2.3 imports
- utils * imports
- vctrs >= 0.2.0 imports
- Rcpp * suggests
- abind * suggests
- bindr * suggests
- callr * suggests
- cli >= 1.1.0 suggests
- clustermq >= 0.8.8 suggests
- crayon * suggests
- curl >= 2.7 suggests
- data.table * suggests
- datasets * suggests
- disk.frame * suggests
- downloader * suggests
- fst * suggests
- future >= 1.3.0 suggests
- ggplot2 * suggests
- ggraph * suggests
- grDevices * suggests
- keras * suggests
- knitr * suggests
- lubridate * suggests
- networkD3 * suggests
- prettycode * suggests
- progress >= 1.2.2 suggests
- qs >= 0.20.2 suggests
- rmarkdown * suggests
- rstudioapi * suggests
- stats * suggests
- styler >= 1.2.0 suggests
- testthat >= 2.1.0 suggests
- tibble * suggests
- txtplot * suggests
- usethis * suggests
- visNetwork >= 2.0.9 suggests
- webshot * suggests
.github/workflows/check.yaml
actions
- actions/checkout v2 composite
- r-lib/actions/check-r-package v2 composite
- r-lib/actions/setup-pandoc v2 composite
- r-lib/actions/setup-r v2 composite
- r-lib/actions/setup-r-dependencies v2 composite
.github/workflows/cover.yaml
actions
- actions/checkout v2 composite
- r-lib/actions/setup-r v2 composite
- r-lib/actions/setup-r-dependencies v2 composite
.github/workflows/lint.yaml
actions
- actions/checkout v2 composite
- r-lib/actions/setup-r v2 composite
- r-lib/actions/setup-r-dependencies v2 composite