R Observatory: Metrics for agua version 0.1.4

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

agua

0.1.4Package record

'tidymodels' Integration with 'h2o'

0packages dependsuggested by 2

9.7Kdownloads / year

0.3%test coverage

13/13flavors OK

Overview

About

Maintained by Qiushi YanCRAN page ↗GitHub ↗Website ↗Issues ↗Declared funder: Posit Software, PBC

Create and evaluate models using 'tidymodels' and 'h2o' https://h2o.ai/. The package enables users to specify 'h2o' as an engine for several modeling methods.

Changes in 0.1.4

bump tune version

From NEWS.md in the release

Install

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

install.packages("agua", 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/agua")

Development version from tidymodels/agua. 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-agua

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-agua

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

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

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 4.5 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-04-09

Show 2 earlier changesHide 2 earlier changes

ERROR13 OK, 1 ERROR2026-04-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.4

READMEYes · 271 wordsVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 0.1.4Citation fileNoWebsiteYes · pkgdown

Help pages: 11 (4 internal)includes a package overview page
Examples that run: 86%6 run in a plain check (4 of them under a condition) · 1 never run
Exported functions with examples: 75%
Documented parameters: 76%
Return-value docs: 50%
Help pages citing references: 0%

Vignettes (1)

Introduction to agua HTML

How these are measured

Downloads

9.7K

CRAN downloads in the past year

Rank #4,808 · ~26/day · ~805/mo

Releases R versions

Daily download trend is not available in this view yet.

58730 days

1.7K90 days

9.7K1 year

Compare downloads with other packages →

Also on94 r2u

How downloads are counted

Repository

tidymodels/agua ↗Organization: tidymodels

25Stars

3Forks

4Open issues

4Open PRs

3Releases

190Commits

5Commit identities

190 commits · Last activity 2024-06-13 · 0% stars, 30d · Default branch at 0.1.4.9000, ahead of CRAN 0.1.4 (checked 2026-10-21)

Responsiveness

How these are sampled

PRs merged (all time): 89%
Median days to close, 50 most recently updated closed issues: 11
Median days to close, 50 most recently updated closed PRs: 3

Stars over time

2025-06-12 · 232026-07-07 · 25

How these are measured

PracticesBeta

10 development-tooling and community-health practices detected across 6 families in the upstream repository

Checks run against github.com/tidymodels/agua on 2026-10-21.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Governance and community (1)

Code of conduct

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2024-06-13 · The repository has a site deploy workflow

pkgdown site last built 2024-06-05

Coverage (1)

Coverage reporting (Codecov)

Show all practicesHide 2 practices

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

24 external dependencies (excludes base and recommended)

Installing agua adds 96 packages (47 with compiled code, 74 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (1)

parsnip

Imports (19)

cli dials dplyr generics ggplot2 glue h2o (>= 3.38.0.1)hardhatmethodspkgconfig purrr rlang rsamplestatstibble tidyr tune vctrs workflows

LinkingTo (0)

none

Suggests (6)

covr knitr modeldata recipes rmarkdown testthat (>= 3.0.0)

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Suggested by 2

Suggests, most downloaded first

tidypredict orbital

How these are counted

Code & Tests

People & History

People (4)

Qiushi Yan

Author, Maintainer since 0.0.1 (2022)

Max Kuhn

Author

Steven Pawley

Author

Posit Software, PBC

Copyright holder, Funder · added in 0.1.3

Listed in earlier versions (1)

RStudio

no longer listed · 0.0.1 to 0.1.2

Releases (6)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
0.1.4Latest
record
2024-06-04 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
0.1.3
record
2023-06-03 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.1.2
record
2023-02-23 · diff ↗
0.1.1
record
2023-02-09 · diff ↗
0.1.0
record
2022-10-11 · diff ↗ ·
added 27 exports
agua_backend_options, autoplot, collect_metrics, extract_fit_engine, extract_fit_parsnip, get_leaderboard, h2o_activation, h2o_end, h2o_get_frame, h2o_get_model, h2o_predict, h2o_predict_classification, h2o_predict_regression, h2o_remove, h2o_remove_all, h2o_split, h2o_start, h2o_train_auto, h2o_train_gbm, h2o_train_mlp, h2o_train_nb, h2o_train_rule, h2o_xgboost_available, member_weights, rank_results, refit, tidy
0.0.1
record
2022-06-02
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-06-02
Total releases: 6 / 4 yrs
License: MIT + file LICENSE OSI
Download size: 201 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("agua")

Format

Yan, Q., Posit Software, PBC, Kuhn, M., & Pawley, S. (2024). agua: 'tidymodels' Integration with 'h2o' (Version 0.1.4) [Computer software]. https://doi.org/10.32614/CRAN.package.agua

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 agua version 0.1.4 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →