JOSS: https://github.com/ropensci/targets
data-science high-performance-computing make peer-reviewed pipeline r r-package r-targetopia reproducibility reproducible-research rstats targets workflow
Score: 22.469612392967523
Last synced: about 17 hours ago
JSON representation
Repository metadata:
Function-oriented Make-like declarative workflows for R
- Host: GitHub
- URL: https://github.com/ropensci/targets
- Owner: ropensci
- License: other
- Created: 2019-08-01T17:33:25.000Z (over 6 years ago)
- Default Branch: main
- Last Pushed: 2025-10-22T13:38:58.000Z (4 months ago)
- Last Synced: 2025-10-26T01:36:46.830Z (3 months ago)
- Topics: data-science, high-performance-computing, make, peer-reviewed, pipeline, r, r-package, r-targetopia, reproducibility, reproducible-research, rstats, targets, workflow
- Language: R
- Homepage: https://docs.ropensci.org/targets/
- Size: 7.17 MB
- Stars: 1,031
- Watchers: 18
- Forks: 76
- Open Issues: 2
-
Metadata Files:
- Readme: README.Rmd
- Changelog: NEWS.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Codemeta: codemeta.json
CodeMeta metadata:
- @context: https://doi.org/10.5063/schema/codemeta-2.0
- @type: SoftwareSourceCode
- Identifier: targets
- Description: Pipeline tools coordinate the pieces of computationally demanding analysis projects. The 'targets' package is a 'Make'-like pipeline tool for statistics and data science in R. The package skips costly runtime for tasks that are already up to date, orchestrates the necessary computation with implicit parallel computing, and abstracts files as R objects. If all the current output matches the current upstream code and data, then the whole pipeline is up to date, and the results are more trustworthy than otherwise. The methodology in this package borrows from GNU 'Make' (2015, ISBN:978-9881443519) and 'drake' (2018,
- Name: targets: Dynamic Function-Oriented 'Make'-Like Declarative Pipelines
- Related link:
- https://docs.ropensci.org/targets/
- https://CRAN.R-project.org/package=targets
- Code repository: https://github.com/ropensci/targets
- Issue tracker: https://github.com/ropensci/targets/issues
- License: https://spdx.org/licenses/MIT
- Version: 1.11.1
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- Url: https://r-project.org
- Runtime platform: R version 4.4.3 (2025-02-28)
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- Name: Comprehensive R Archive Network (CRAN)
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- Given name:
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- Michael
- Family name: Landau
- Email: will.landau.oss@gmail.com
- @id: https://orcid.org/0000-0003-1878-3253
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- T.
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- File size: 2799.44KB
- Citation:
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- Date published: 2021
- Author:
- @type: Person
- Given name:
- William
- Michael
- Family name: Landau
- Name: The targets R package: a dynamic Make-like function-oriented pipeline toolkit for reproducibility and high-performance computing
- Url: https://doi.org/10.21105/joss.02959
- Pagination: 2959
- Is part of:
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- Issue number: 57
- Date published: 2021
- Is part of:
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- PublicationVolume
- Periodical
- Volume number: 6
- Name: Journal of Open Source Software
- @type:
- Release notes: https://github.com/ropensci/targets/blob/master/NEWS.md
- Readme: https://github.com/ropensci/targets/blob/main/README.md
- Cont integration:
- https://github.com/ropensci/targets/actions?query=workflow%3Acheck
- https://app.codecov.io/gh/ropensci/targets
- https://github.com/ropensci/targets/actions?query=workflow%3Alint
- Development status: https://www.repostatus.org/#active
- Review:
- @type: Review
- Url: https://github.com/ropensci/software-review/issues/401
- Provider: https://ropensci.org
- Keywords:
- reproducibility
- high-performance-computing
- r
- data-science
- pipeline
- rstats
- r-package
- workflow
- targets
- reproducible-research
- make
- r-targetopia
- peer-reviewed
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
- Commit comment event: 1
- Create event: 48
- Delete event: 41
- Discussion event: 1
- Fork event: 9
- Issue comment event: 152
- Issues event: 105
- Pull request event: 7
- Push event: 424
- Release event: 7
- Watch event: 84
- Total: 879
Last Year
- Commit comment event: 1
- Create event: 46
- Delete event: 39
- Discussion event: 1
- Fork event: 7
- Issue comment event: 147
- Issues event: 101
- Pull request event: 7
- Push event: 414
- Release event: 7
- Watch event: 76
- Total: 846
Committers metadata
Last synced: 3 months ago
Total Commits: 3,571
Total Committers: 23
Avg Commits per committer: 155.261
Development Distribution Score (DDS): 0.199
Commits in past year: 467
Committers in past year: 3
Avg Commits per committer in past year: 155.667
Development Distribution Score (DDS) in past year: 0.03
| Name | Commits | |
|---|---|---|
| wlandau | w****u@g****m | 2860 |
| wlandau | w****s@g****m | 640 |
| Mark Edmondson | g****b@m****e | 18 |
| Matthew T. Warkentin | m****n@m****a | 11 |
| Malcolm Barrett | m****t@g****m | 11 |
| Sam Albers | s****s@g****a | 5 |
| Alec L. Robitaille | r****c@g****m | 3 |
| Joel Nitta | j****a@g****m | 3 |
| Kirill Müller | k****l@c****m | 3 |
| Etienne Bacher | 5****r | 2 |
| Kendon Bell | k****B | 2 |
| Timing Liu | 3****g | 2 |
| András Svraka | s****s@g****m | 1 |
| Bill Denney | w****y@h****m | 1 |
| Hadley Wickham | h****m@g****m | 1 |
| Maëlle Salmon | m****n@y****e | 1 |
| Patrick Schratz | p****z@g****m | 1 |
| Robin | R****e | 1 |
| Russ Hyde | r****a@g****m | 1 |
| Sam Kim | s****s@g****m | 1 |
| Shota Komatsu | s****u@s****m | 1 |
| Stuart Russell | s****t@d****g | 1 |
| shikokuchuo | 5****o | 1 |
Issue and Pull Request metadata
Last synced: 3 months ago
Total issues: 200
Total pull requests: 65
Average time to close issues: 16 days
Average time to close pull requests: 8 days
Total issue authors: 66
Total pull request authors: 19
Average comments per issue: 2.88
Average comments per pull request: 1.28
Merged pull request: 48
Bot issues: 0
Bot pull requests: 0
Past year issues: 57
Past year pull requests: 8
Past year average time to close issues: 8 days
Past year average time to close pull requests: 1 day
Past year issue authors: 19
Past year pull request authors: 4
Past year average comments per issue: 1.28
Past year average comments per pull request: 1.38
Past year merged pull request: 4
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- wlandau (98)
- dipterix (10)
- stemangiola (7)
- noamross (4)
- koefoeden (4)
- psychelzh (3)
- Robinlovelace (3)
- mkoohafkan (3)
- gorkang (2)
- hadley (2)
- pat-s (2)
- mem48 (2)
- Sage0614 (2)
- asadow (2)
- maelle (2)
Top Pull Request Authors
- wlandau (31)
- krlmlr (4)
- malcolmbarrett (3)
- olivroy (2)
- jeffery-leirness-noaa (2)
- etiennebacher (2)
- samkimhis (2)
- erinsteiner-NOAA (2)
- johnbaums (2)
- joelnitta (2)
- shikokuchuo (2)
- Adafede (2)
- maelle (2)
- pat-s (2)
- komatsuna4747 (1)
Top Issue Labels
- type: new feature (95)
- type: bug (26)
- topic: performance (21)
- type: maintenance (21)
- status: priority (7)
- order: 1 (5)
- type: bottleneck (4)
- depends: different tool (4)
- type: edge case (4)
- depends: help or input (3)
- type: trouble (3)
- order: 3 (2)
- topic: documentation (2)
- depends: reprex (1)
- order: sooner (1)
- status: shelved (1)
- type: question (1)
- difficulty: advanced (1)
- order: 2 (1)
- topic: dependencies (1)
Top Pull Request Labels
- type: new feature (1)
- topic: literate programming (1)
Package metadata
- Total packages: 2
-
Total downloads:
- cran: 26,084 last-month
- Total docker downloads: 215,117
- Total dependent packages: 10 (may contain duplicates)
- Total dependent repositories: 78 (may contain duplicates)
- Total versions: 62
- Total maintainers: 1
cran.r-project.org: targets
Dynamic Function-Oriented 'Make'-Like Declarative Pipelines
- Homepage: https://docs.ropensci.org/targets/
- Documentation: http://cran.r-project.org/web/packages/targets/targets.pdf
- Licenses: MIT + file LICENSE
- Latest release: 1.11.4 (published 5 months ago)
- Last Synced: 2025-10-30T03:55:17.393Z (3 months ago)
- Versions: 44
- Dependent Packages: 8
- Dependent Repositories: 77
- Downloads: 26,084 Last month
- Docker Downloads: 215,117
-
Rankings:
- Stargazers count: 0.337%
- Forks count: 1.056%
- Dependent repos count: 2.654%
- Downloads: 4.971%
- Average: 6.111%
- Dependent packages count: 6.622%
- Docker downloads count: 21.028%
- Maintainers (1)
conda-forge.org: r-targets
- Homepage: https://docs.ropensci.org/targets/
- Licenses: MIT
- Latest release: 0.14.0 (published over 3 years ago)
- Last Synced: 2025-10-30T03:55:20.170Z (3 months ago)
- Versions: 18
- Dependent Packages: 2
- Dependent Repositories: 1
-
Rankings:
- Dependent packages count: 19.597%
- Average: 21.927%
- Dependent repos count: 24.258%
Dependencies
DESCRIPTION
cran
- R >= 3.5.0 depends
- R6 >= 2.4.1 imports
- base64url >= 1.4 imports
- callr >= 3.4.3 imports
- cli >= 2.0.2 imports
- codetools >= 0.2.16 imports
- data.table >= 1.12.8 imports
- digest >= 0.6.25 imports
- igraph >= 1.2.5 imports
- knitr >= 1.34 imports
- rlang >= 1.0.0 imports
- stats * imports
- tibble >= 3.0.1 imports
- tidyselect >= 1.1.0 imports
- tools * imports
- utils * imports
- vctrs >= 0.2.4 imports
- withr >= 2.4.0 imports
- yaml >= 2.2.1 imports
- DT >= 0.14 suggests
- arrow >= 3.0.0 suggests
- bs4Dash >= 0.5.0 suggests
- clustermq >= 0.8.95.1 suggests
- curl >= 4.3 suggests
- dplyr >= 1.0.0 suggests
- fst >= 0.9.2 suggests
- future >= 1.19.1 suggests
- future.batchtools >= 0.9.0 suggests
- future.callr >= 0.6.0 suggests
- gargle >= 1.2.0 suggests
- googleCloudStorageR >= 0.7.0 suggests
- gt >= 0.2.2 suggests
- keras >= 2.2.5.0 suggests
- markdown >= 1.1 suggests
- paws >= 0.1.11 suggests
- pingr >= 2.0.1 suggests
- pkgload >= 1.1.0 suggests
- processx >= 3.4.3 suggests
- qs >= 0.24.1 suggests
- reprex >= 2.0.0 suggests
- rmarkdown >= 2.4 suggests
- rstudioapi >= 0.11 suggests
- shiny >= 1.5.0 suggests
- shinyWidgets >= 0.5.4 suggests
- shinybusy >= 0.2.2 suggests
- testthat >= 3.0.0 suggests
- torch >= 0.1.0 suggests
- usethis >= 1.6.3 suggests
- visNetwork >= 2.0.9 suggests
.github/workflows/check.yaml
actions
- actions/checkout v3 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 v3 composite
- r-lib/actions/setup-r v2 composite
- r-lib/actions/setup-r-dependencies v2 composite
.github/workflows/lint.yaml
actions
- actions/checkout v3 composite
- r-lib/actions/setup-r v2 composite
- r-lib/actions/setup-r-dependencies v2 composite