R Observatory: Metrics for workflows version 1.3.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

workflows

1.3.0

Modeling Workflows

66packages depend

497.6Kdownloads / year

88.2%test coverage

13/13checks pass

Overview

About

Maintained by Hannah FrickFirst published 2019-12-3018 releasesCRAN page ↗GitHub ↗

Managing both a 'parsnip' model and a preprocessor, such as a model formula or recipe from 'recipes', can often be challenging. The goal of 'workflows' is to streamline this process by bundling the model alongside the preprocessor, all within the same object.

Install

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

install.packages("workflows", 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("tidymodels/workflows")

Development version from tidymodels/workflows. 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-workflows

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-workflows

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-workflows

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

Health

CRAN checks

13OK

Slowest check: 3.0 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 1.07

88.2%

Coverage · measured lines

100%

Documentation · exports

13

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
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
WARNING2026-06-07
12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE

Show 1 earlier snapshots

OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 416 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 96%
Return-value docs: 75%
References docs: 0%

Downloads

497.6K

CRAN downloads in the past year

Rank #625 · ~1.4K/day · ~41.5K/mo

Releases R versions

Daily download trend is not available in this view yet.

30.4K30 days

98.9K90 days

497.6K1 year

Compare downloads with other packages →

Also on15.8K r2u16 autocran36.4K conda_forge101 c2d4u

Repository

GitHub ↗ tidymodels/workflows

211Stars

27Forks

16Open issues

2Open PRs

18Releases

597Commits

11Contributors

597 commits · Last activity 2025-11-14

Repository practices

Upstream repositoryBeta

9 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/tidymodels/workflows on 2026-08-16.

Continuous integration (1)

GitHub Actions

CRAN release process (2)

cran-comments.mdrevdep/

Docs source (1)

README.Rmd

Lint, format, editor (3)

AirVS CodeRStudio project

Show all practices

Coverage (2)

Codecov.covrignore

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

Dependencies

Declared dependencies

24 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1

Imports (13)

cli generics glue hardhat lifecycle modelenv parsnip recipes rlang sparsevctrs tidyselect vctrs (>= 0.4.1)withr

LinkingTo (0)

none

Suggests (13)

butcher covr dials glmnet knitr magrittrMatrixmethodsmodeldata probably rmarkdown tailor testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

66direct

19indirect

and 18 more packages.

Code & Tests

People & History

People (4)

Maintainer (1)

Hannah Frick

Author, Maintainer · added in 1.3.0

Authors (3)

Hannah Frick

Author, Maintainer · added in 1.3.0

Simon Couch

Author · added in 1.1.0

Davis Vaughan

Author

Copyright holders (1)

Posit Software, PBC

Copyright holder, Funder · added in 1.1.4

Funders (1)

Posit Software, PBC

Copyright holder, Funder · added in 1.1.4

Listed in earlier versions (1)

RStudio

no longer listed · 0.1.0 to 1.1.3

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
1.3.0Latest
2025-08-27 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
1.2.0
2025-02-19 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.1.4
2024-02-19 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.1.3
2023-02-22 · diff ↗
1.1.2
2022-11-16 · diff ↗
1.1.0
2022-09-26 · diff ↗
1.0.0
2022-07-05 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.2.6
2022-03-18 · diff ↗
0.2.5
2022-03-16 · diff ↗
0.2.4
2021-10-12 · diff ↗
0.2.3
2021-07-16 · diff ↗

Show 10 earlier events

R
R 4.1.0 released · 2021-05-18
0.2.2
2021-03-10 · diff ↗
0.2.1
2020-10-08 · diff ↗
0.2.0
2020-09-15 · diff ↗
0.1.3
2020-08-10 · diff ↗
0.1.2
2020-07-07 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.1.1
2020-03-17 · diff ↗
0.1.0
2019-12-30
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2019-12-30
Total releases: 18 / 7 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1
Download size: 111 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("workflows")

Format

Frick, H., Posit Software, PBC, Couch, S., & Vaughan, D. (2025). workflows: Modeling Workflows (Version 1.3.0) [Computer software]. https://doi.org/10.32614/CRAN.package.workflows

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 workflows version 1.3.0 [Data set]. HJJB, LLC. Data release v2026-08-16. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-16, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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