R Observatory: Metrics for rsparkling version 0.2.19

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

rsparkling

0.2.19Package record

R Interface for H2O Sparkling Water

0packages depend

4.2Kdownloads / year

0.0%test coverage

11/13flavors OK

Overview

About

Maintained by Jakub HavaCRAN page ↗GitHub ↗Issues ↗

An extension package for 'sparklyr' that provides an R interface to H2O Sparkling Water machine learning library (see https://github.com/h2oai/sparkling-water for more information).

Install

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

install.packages("rsparkling", 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("h2oai/sparkling-water")

Development version from h2oai/sparkling-water. 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-rsparkling

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-rsparkling

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

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

Health

CRAN checks

2NOTE11OK

Check messages

NOTEdependencies in R coder-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc

Namespace in Imports field not imported from:
  ‘h2o’
All declared Imports should be used.

CRAN check page ↗

Slowest check: 1.1 min · r-oldrel-windows-x86_64

Status changes

NOTE11 OK, 2 NOTE2026-06-09
ERROR10 OK, 2 NOTE, 1 ERROR2026-06-08
NOTE9 OK, 5 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.2.19

READMENoVignettesNoNEWSNoCitation fileNo

Help pages: No help pages
Examples that run: no examples
Exported functions with examples: not tracked
Documented parameters: not tracked
Return-value docs: not tracked
Help pages citing references: not tracked

How these are measured

Downloads

4.2K

CRAN downloads in the past year

Rank #14,007 · ~12/day · ~351/mo

Releases R versions

Daily download trend is not available in this view yet.

31930 days

82590 days

4.2K1 year

Compare downloads with other packages →

Also on86 r2u

How downloads are counted

Repository

h2oai/sparkling-water ↗Organization: h2oai

982Stars

357Forks

30Open issues

13Open PRs

0Releases

3,891Commits

67Commit identities

h2osparkmachine-learningintegrationpysparklingrsparklingbig-datapyspark

License file reads as Apache-2.0 · 3,891 commits · Last activity 2025-08-20 · +0.2% stars, 30d · Discussions: 2 posts

Responsiveness

How these are sampled

PRs merged (all time): 93%
Median days to close, 50 most recently updated closed issues: 10
Median days to close, 50 most recently updated closed PRs: 1

Stars over time

2025-09-03 · 9742026-09-21 · 982

How these are measured

PracticesBeta

6 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/h2oai/sparkling-water on 2026-10-11.

Governance and community (4)

Code of conductIssue templatesPR templateCODEOWNERS

Docs source (1)

GitHub Pages site last deployed 2025-08-20

Git structural (1)

.gitattributes

How this is detected·Detection ruleset v3 (2026-09-26)

AI coding toolsBeta

This repository shows signs of AI coding tools.

GitHub Copilotfirst seen 2025-11-05
Pull request: opened by its own account

How this is detected·Detection ruleset v4 (updated 2026-09-27)

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Installing rsparkling adds 40 packages (23 with compiled code, 26 MB of source tarballs). Heaviest: stringi 11 MB, sparklyr 2.5 MB, openssl 1.1 MB.

Depends (1)

R >= 2.10

Imports (3)

utilssparklyr h2o

LinkingTo (0)

none

Suggests (2)

dplyr testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (7)

Jakub Hava

Author, Maintainer since 0.2.5 (2018)

Author

Author

Author

Author

Copyright holder

Copyright holder

Previously maintained by Navdeep Gill (0.1.0 to 0.2.4).

Releases (15)

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
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
0.2.19Latest
record
2020-01-29 · current release · diff ↗ ·
removed 5 exports
as_h2o_frame, as_spark_dataframe, h2o_context, h2o_flow, h2o_release_table
R
R 3.6.0 released · 2019-04-26
0.2.18
record
2019-01-30 · diff ↗
0.2.16
record
2019-01-17 · diff ↗
0.2.14
record
2019-01-02 · diff ↗
0.2.12
record
2018-10-30 · diff ↗
0.2.11
record
2018-10-17 · diff ↗
0.2.8
record
2018-09-14 · diff ↗
0.2.5
record
2018-08-03 · diff ↗

Show 10 earlier eventsHide 10 earlier events

0.2.4
record
2018-05-22 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.2.3
record
2018-03-08 · diff ↗
0.2.2
record
2017-09-19 · diff ↗
0.2.1
record
2017-07-01 · diff ↗
R
R 3.4.0 released · 2017-04-21
0.2.0
record
2017-03-17 · diff ↗ ·
added 1 export
h2o_release_table
0.1.1
record
2017-02-24 · diff ↗
0.1.0
record
2017-01-24
R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2017-01-24
Total releases: 15 / 9 yrs
License: Apache License 2.0 | file LICENSE OSI
Minimum R: ≥ 2.10
Download size: 5.5 KB

Appears in task views

Model Deployment with R

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("rsparkling")

Format

Hava, J., H2O.ai, RStudio, Allaire, J., Gill, N., LeDell, E., & Malohlava, M. (2020). rsparkling: R Interface for H2O Sparkling Water (Version 0.2.19) [Computer software]. https://doi.org/10.32614/CRAN.package.rsparkling

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 rsparkling version 0.2.19 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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