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agua

'tidymodels' Integration with 'h2o'

v0.1.4 · Jun 4, 2024 · MIT + file LICENSE

Description

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.

Downloads

CRAN

867

Last 30 days

3928th

2.8K

Last 90 days

11.5K

Last year

Trend: -10.4% (30d vs prior 30d)

r2u CRAN

0

Last 30 days

26

Last 90 days

173

Last year

Trend: -100% (30d vs prior 30d)

CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Packages required but not available:
  'parsnip', 'rsample', 'tune', 'workflows'

Package suggested but not available for checking: ‘recipes’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 9, 2026
ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 8, 2026
ERROR r-devel-linux-x86_64-fedora-clang

tests

Running ‘testthat.R’ [11s/198s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
  > library(testthat)
  > library(agua)
  Loading required package: parsnip
  > 
  > # Working on figuring out an issue where the first test runs but oth
...[truncated]...
init() : H2O failed to start, stopping execution.
  Calls: <Anonymous> ... <Anonymous> -> withVisible -> <Anonymous> -> force -> <Anonymous>
  In addition: Warning message:
  JAVA not found, H2O may take minutes trying to connect. 
  Execution halted
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Code

Structure

Lines of code

5,221

Files

56

Compiled share

0%

Has compiled src

No

Language breakdown

R 2,752 (52.7%)Tests 931 (17.8%)Docs 948 (18.2%)Vignettes 590 (11.3%)

API

Exported functions

35

Internal functions

54

Recent export changes

v0.1.0+27 agua_backend_options, autoplot, collect_metrics +24 more

Testing & CI

Has tests

Yes

Test-to-code ratio

0.34

testthat edition

3

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

50%

\dontrun example ratio

14.3%

Roxygen coverage

97.1%

Has pkgdown

No

NEWS present

Yes

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

Unsafe pattern score

0

Dep constraint coverage

20%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

System requirements

C++ standard

License

MIT + file LICENSE

License flags

SPDX valid, OSI approved

History

Versions

6

First release

2022-06-02

Latest release

2024-06-04

Avg cadence

121 days

Cold removal rate

Dep drift

12

LOC over versions

v0.0.1: 1,141 LOCv0.1.0: 5,083 LOCv0.1.1: 5,170 LOCv0.1.2: 5,205 LOCv0.1.3: 5,217 LOCv0.1.4: 5,221 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Dependency Network

Dependencies Reverse dependencies parsnip cli dials dplyr generics ggplot2 glue h2o (>= 3.38.0.1) hardhat pkgconfig purrr rlang rsample tibble tidyr +3 more dependencies agua

Version History

7 tracked
new 0.1.4 Mar 10, 2026
updated 0.1.4 ← 0.1.3 diff Jun 3, 2024
updated 0.1.3 ← 0.1.2 diff Jun 2, 2023
updated 0.1.2 ← 0.1.1 diff Feb 22, 2023
updated 0.1.1 ← 0.1.0 diff Feb 8, 2023
updated 0.1.0 ← 0.0.1 diff Oct 10, 2022
new 0.0.1 Jun 1, 2022