R Observatory: Metrics for vetiver version 0.2.8

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

CRAN requires the check problems on this package to be fixed before 2026-09-04 or it will be archived.

vetiver

0.2.8

Version, Share, Deploy, and Monitor Models

2packages depend

89.2Kdownloads / year

80.0%test coverage

4/13checks pass

Overview

About

Maintained by Julia SilgeFirst published 2021-11-0218 releasesCRAN page ↗GitHub ↗

The goal of 'vetiver' is to provide fluent tooling to version, share, deploy, and monitor a trained model. Functions handle both recording and checking the model's input data prototype, and predicting from a remote API endpoint. The 'vetiver' package is extensible, with generics that can support many kinds of models.

Install

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

install.packages("vetiver", 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("rstudio/vetiver-r")

Development version from rstudio/vetiver-r. 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-vetiver

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-vetiver

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-vetiver

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

Health

CRAN checks

9ERROR4OK

Failing flavors

ERROR r-devel-linux-x86_64-debian-clang
ERROR r-devel-linux-x86_64-debian-gcc
ERROR r-devel-linux-x86_64-fedora-clang
ERROR r-devel-linux-x86_64-fedora-gcc
ERROR r-devel-windows-x86_64
ERROR r-oldrel-windows-x86_64
ERROR r-patched-linux-x86_64
ERROR r-release-linux-x86_64
ERROR r-release-windows-x86_64

Slowest check: 2.9 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.87

80.0%

Coverage · measured lines

100%

Documentation · exports

17

Dependencies · direct

Check history

ERROR2026-07-25
10 OK · 0 NOTE · 0 WARNING · 3 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
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 381 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 98%
Return-value docs: 82%
References docs: 0%

Downloads

89.2K

CRAN downloads in the past year

Rank #3,517 · ~244/day · ~7.4K/mo

Releases R versions

Daily download trend is not available in this view yet.

66330 days

2.8K90 days

89.2K1 year

Compare downloads with other packages →

Also on5.2K r2u22 autocran2.7K conda_forge14 c2d4u

Repository

GitHub ↗ rstudio/vetiver-r

199Stars

32Forks

28Open issues

3Open PRs

17Releases

414Commits

13Contributors

414 commits · Last activity 2026-08-22 · 0% stars, 30d

Stars over time

2025-08-18 · 1922026-07-07 · 199

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/rstudio/vetiver-r on 2026-08-23.

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 (1)

Codecov

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

Dependencies

Declared dependencies

63 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1

Imports (17)

bundle butcher cereal cli fs generics glue hardhat lifecycle pins purrr rapidoc readr rlang tibble vctrs withr

LinkingTo (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

2direct

0indirect

accept bundle

Code & Tests

People & History

People (2)

Maintainer (1)

Julia Silge

Maintainer, Author

Authors (1)

Julia Silge

Maintainer, Author

Copyright holders (1)

Posit Software, PBC

Copyright holder, Funder · added in 0.2.1

Funders (1)

Posit Software, PBC

Copyright holder, Funder · added in 0.2.1

Listed in earlier versions (1)

RStudio

no longer listed · 0.1.0 to 0.2.0

Package Timeline

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

0.2.8Latest
2026-08-23 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
0.2.7
2025-12-13 · diff ↗
0.2.6
2025-10-28 · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.2.5
2023-11-16 · diff ↗
0.2.4
2023-09-12 · diff ↗
0.2.3
2023-08-14 · diff ↗
0.2.2
2023-07-03 · diff ↗
0.2.1
2023-05-16 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.2.0
2023-01-26 · diff ↗
0.1.8
2022-09-29 · diff ↗
0.1.7
2022-08-11 · diff ↗
0.1.6
2022-07-06 · diff ↗

Show 8 earlier events

0.1.5
2022-05-25 · diff ↗
0.1.4
2022-04-28 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.1.3
2022-03-09 · diff ↗
0.1.2
2022-02-16 · diff ↗
0.1.1
2022-01-07 · diff ↗
0.1.0
2021-11-02
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-11-02
Total releases: 18 / 5 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1
Download size: 411 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Model Deployment with R

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("vetiver")

Format

Silge, J., & Posit Software, PBC. (2026). vetiver: Version, Share, Deploy, and Monitor Models (Version 0.2.8) [Computer software]. https://doi.org/10.32614/CRAN.package.vetiver

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 vetiver version 0.2.8 [Data set]. HJJB, LLC. Data release v2026-08-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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