R Observatory: Metrics for rworkflows version 1.0.12

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

rworkflows

1.0.12

Test, Document, Containerise, and Deploy R Packages

0packages depend

2.3Kdownloads / year

86.5%test coverage

13/13checks pass

Overview

About

Maintained by Hiranyamaya (Hiru) DashFirst published 2026-03-2312 releasesCRAN page ↗GitHub ↗

Reproducibility is essential to the progress of research, yet achieving it remains elusive even in computational fields. Continuous Integration (CI) platforms offer a powerful way to launch automated workflows to check and document code, but often require considerable time, effort, and technical expertise to setup. We therefore developed the rworkflows suite to make robust CI workflows easy and freely accessible to all R package developers. rworkflows consists of 1) a CRAN/Bioconductor-compatible R package template, 2) an R package to quickly implement a standardised workflow, and 3) a centrally maintained GitHub Action.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("rworkflows", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("neurogenomics/rworkflows")

Development version from neurogenomics/rworkflows. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-rworkflows

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-rworkflows

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-rworkflows

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 3.6 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.27

86.5%

Coverage · measured lines

100%

Documentation · exports

10

Dependencies · direct

Check history

OK2026-08-04
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-07
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

NOTE2026-03-27
10 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-03-24
4 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE

Documentation

READMEYes · 1,180 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 95%
Documented parameters: 87%
Return-value docs: 100%
References docs: 0%

Downloads

2.3K

CRAN downloads in the past year

Rank #10,547 · ~6/day · ~192/mo

Releases R versions

Daily download trend is not available in this view yet.

25430 days

92190 days

2.3K1 year

Compare downloads with other packages →

Also on155 r2u18 autocran1.3K conda_forge

Repository

GitHub ↗ neurogenomics/rworkflows

90Stars

11Forks

30Open issues

0Open PRs

5Releases

690Commits

7Contributors

dockerdockerhubgithub-actionscontinuous-integrationcontainersrbioconductorreproducibility

690 commits · Last activity 2026-05-06 · -1.1% stars, 30d

Stars over time

2025-05-21 · 782026-08-02 · 90

Repository practices

Upstream repositoryBeta

4 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/neurogenomics/rworkflows on 2026-08-16.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

Dev Container

Docs source (1)

README.Rmd

Governance and community (1)

Issue templates

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

21 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1

Imports (10)

statshere yamlutilsdesc badger renvmethodsBiocManager data.table

LinkingTo (0)

none

Suggests (14)

markdown rmarkdown remotes knitr covr testthat (>= 3.0.0)htmltools jsonlite BiocStyle BiocPkgTools biocViews reticulate rvest curl

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (4)

Maintainer (1)

Hiranyamaya (Hiru) Dash

Contributor, Maintainer · added in 1.0.8

Authors (3)

Alan Murphy

Author, Contributor

Brian Schilder

Author

Nathan Skene

Author · added in 0.99.5

Contributors (2)

Hiranyamaya (Hiru) Dash

Contributor, Maintainer · added in 1.0.8

Alan Murphy

Author, Contributor

Package Timeline

12 releases. Pick two to compare their code metrics. R releases are shown for context.

1.0.12Latest
2026-05-06 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.0.11
2026-03-26 · diff ↗
1.0.10
2026-03-23 · diff ↗
unarchivedReturned to CRAN
2026-03-23
archivedRemoved from CRAN
2026-03-03
issues were not corrected in time
1.0.8
2026-01-09 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.0.6
2025-01-23 · diff ↗
1.0.2
2024-09-22 · diff ↗
unarchivedReturned to CRAN
2024-09-22
archivedRemoved from CRAN
2024-09-19
issues were not corrected in time
R
R 4.4.0 released · 2024-04-24
1.0.1
2024-01-18 · diff ↗
unarchivedReturned to CRAN
2024-01-18
archivedRemoved from CRAN
2024-01-11
policy violation On Internet access

Show 7 earlier events

1.0.0
2023-11-02 · diff ↗
0.99.13
2023-09-14 · diff ↗
0.99.12
2023-08-25 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.99.5
2023-01-12 · diff ↗
0.99.3
2022-12-21
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2026-03-23
Total releases: 12 / 1 yrs
License: GPL-3 OSI
Minimum R: ≥ 4.1
Bundled data: 45 KB / 1 file
Download size: 1.4 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("rworkflows")

Format

Dash, H. (., Murphy, A., Schilder, B., & Skene, N. (2026). rworkflows: Test, Document, Containerise, and Deploy R Packages (Version 1.0.12) [Computer software]. https://doi.org/10.32614/CRAN.package.rworkflows

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for rworkflows version 1.0.12 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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