R Observatory: Metrics for cloudml version 0.7.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

cloudml

0.7.1

Interface to the Google Cloud Machine Learning Platform

1packages depend

8.5Kdownloads / year

0.0%test coverage

13/13checks pass

Overview

About

Maintained by Tomasz KalinowskiFirst published 2018-06-065 releasesCRAN page ↗GitHub ↗

Interface to the Google Cloud Machine Learning Platform https://cloud.google.com/vertex-ai, which provides cloud tools for training machine learning models.

Install

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

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

Development version from rstudio/cloudml. 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-cloudml

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-cloudml

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-cloudml

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

Health

CRAN checks

13OK

Slowest check: 1.4 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.07

0.0%

Coverage · measured lines

100%

Documentation · exports

11

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 0%
Documented parameters: 100%
Return-value docs: 20%
References docs: 5%

Downloads

8.5K

CRAN downloads in the past year

Rank #5,912 · ~23/day · ~712/mo

Releases R versions

Daily download trend is not available in this view yet.

24830 days

1.4K90 days

8.5K1 year

Compare downloads with other packages →

Also on135 r2u18 autocran52 c2d4u

Repository

GitHub ↗ rstudio/cloudml

65Stars

22Forks

26Open issues

0Open PRs

5Releases

1,050Commits

12Contributors

tensorflowcloudmlgpcgpukerasrrstats

1,050 commits · Last activity 2025-12-03

Stars over time

2025-03-24 · 652026-07-07 · 65

Repository practices

Upstream repositoryBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/rstudio/cloudml on 2026-08-09.

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Depends (2)

R >= 3.3.0tfruns

Imports (10)

config jsonlite packrat processx rprojroot rstudioapitoolsutilswithr yaml

LinkingTo (0)

none

Suggests (5)

tensorflow keras knitr rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

tfdeploy

Code & Tests

People & History

People (6)

Maintainer (1)

Tomasz Kalinowski

Maintainer · added in 0.7.1

Authors (4)

JJ Allaire

Author

Daniel Falbel

Author · added in 0.6.1

Javier Luraschi

Author

Kevin Ushey

Author

Copyright holders (1)

RStudio

Copyright holder

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.7.1Latest
2025-08-19 · current release · diff ↗
unarchivedReturned to CRAN
2025-08-19
archivedRemoved from CRAN
2025-06-13
issues were not corrected despite reminders
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
0.6.1
2019-09-03 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.6.0
2018-08-27 · diff ↗
0.5.1
2018-06-12 · diff ↗
0.5.0
2018-06-06
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2018-06-06
Total releases: 5 / 8 yrs
License: Apache License 2.0 OSI
Minimum R: ≥ 3.3.0
Download size: 1.9 MB
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("cloudml")

Format

Kalinowski, T., Allaire, J., Falbel, D., Luraschi, J., RStudio, , & Ushey, K. (2025). cloudml: Interface to the Google Cloud Machine Learning Platform (Version 0.7.1) [Computer software]. https://doi.org/10.32614/CRAN.package.cloudml

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 cloudml version 0.7.1 [Data set]. HJJB, LLC. Data release v2026-08-15. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-15, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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