R Observatory: Metrics for clustermq version 0.10.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

clustermq

0.10.1

Evaluate Function Calls on HPC Schedulers (SLURM, LSF, SGE, GCS, OCS, PBS, Torque)

4packages depend

44.8Kdownloads / year

78.8%test coverage

8/13checks pass

Overview

About

Maintained by Michael SchubertFirst published 2017-08-2832 releasesCRAN page ↗GitHub ↗

Evaluate arbitrary function calls using workers on HPC schedulers in single line of code. All processing is done on the network without accessing the file system. Remote schedulers are supported via SSH.

Install

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

install.packages("clustermq", 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("mschubert/clustermq")

Development version from mschubert/clustermq. 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-clustermq

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-clustermq

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-clustermq

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

Health

CRAN checks

5NOTE8OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc
NOTE r-devel-linux-x86_64-fedora-clang
NOTE r-devel-linux-x86_64-fedora-gcc
NOTE r-devel-windows-x86_64

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

Code health

Yes

Tests · ratio 0.67

78.8%

Coverage · measured lines

100%

Documentation · exports

6

Dependencies · direct

Check history

NOTE2026-04-22
10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
9 OK · 4 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 687 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 0%
Documented parameters: 96%
Return-value docs: 50%
References docs: 0%

Downloads

44.8K

CRAN downloads in the past year

Rank #2,474 · ~123/day · ~3.7K/mo

Releases R versions

Daily download trend is not available in this view yet.

2.3K30 days

8K90 days

44.8K1 year

Compare downloads with other packages →

Also on655 r2u19 autocran9.3K conda_forge80 c2d4u

Repository

GitHub ↗ mschubert/clustermq

153Stars

29Forks

14Open issues

0Open PRs

25Releases

1,287Commits

17Contributors

high-performance-computingclusterr-packageslurmsgelsfssh

License Apache-2.0 · 1,287 commits · Last activity 2026-06-04 · 0% stars, 30d

Stars over time

2025-07-31 · 1492026-07-07 · 153

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/mschubert/clustermq on 2026-08-09.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

Makefile

Git structural (1)

Submodules

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

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.6.2

Imports (6)

methodsglobals progress R6 Rcpputils

LinkingTo (1)

Rcpp

Suggests (11)

BiocParallel callr devtools foreach iterators knitrparallelrmarkdown roxygen2 testthattools

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

4direct

0indirect

bunsen historicalborrowlong drake targets

Code & Tests

People & History

People (2)

Maintainer (1)

Michael Schubert

Author, Maintainer, Copyright holder

Authors (2)

Michael Schubert

Author, Maintainer, Copyright holder

ZeroMQ authors

Author, Copyright holder · added in 0.9.0

Copyright holders (2)

Michael Schubert

Author, Maintainer, Copyright holder

ZeroMQ authors

Author, Copyright holder · added in 0.9.0

Listed in earlier versions (1)

EMBL

no longer listed · 0.8.8 to 0.8.8.1

Package Timeline

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

0.10.1Latest
2026-06-04 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
0.10.0
2026-04-23 · diff ↗
0.9.9
2025-04-20 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.9.8
2025-03-19 · diff ↗
0.9.7
2025-02-09 · diff ↗
0.9.6
2025-01-10 · diff ↗
0.9.5
2024-08-19 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.9.4
2024-03-04 · diff ↗
0.9.3
2024-01-09 · diff ↗
0.9.2
2023-12-07 · diff ↗
0.9.1
2023-11-21 · diff ↗
unarchivedReturned to CRAN
2023-11-21
archivedRemoved from CRAN
2023-10-25
check problems were not corrected in time Also policy violation, not using system libzmq sources

Show 32 earlier events

0.9.0
2023-09-24 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.8.95.5
2023-02-19 · diff ↗
0.8.95.4
2023-01-12 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.8.95.3
2022-01-26 · diff ↗
0.8.95.2
2021-11-05 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.8.95.1
2020-07-13 · diff ↗
0.8.95
2020-07-01 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.8.9
2020-02-29 · diff ↗
0.8.8.1
2019-12-18 · diff ↗
0.8.8
2019-06-06 · diff ↗
unarchivedReturned to CRAN
2019-06-05
archivedRemoved from CRAN
2019-06-05
it depends on 'infuser' which was archived
R
R 3.6.0 released · 2019-04-26
0.8.7
2019-04-15 · diff ↗
0.8.6
2019-02-22 · diff ↗
0.8.5
2018-09-29 · diff ↗
0.8.4.1
2018-06-29 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.8.4
2018-04-22 · diff ↗
0.8.3
2018-01-21 · diff ↗
0.8.2.1
2017-12-17 · diff ↗
0.8.2
2017-11-30 · diff ↗
0.8.1
2017-11-27 · diff ↗
unarchivedReturned to CRAN
2017-11-27
archivedRemoved from CRAN
2017-11-22
policy violation
0.8.0
2017-11-12 · diff ↗
0.7.0
2017-08-28
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2017-08-28
Total releases: 32 / 9 yrs
License: Apache License (== 2.0) | file LICENSE
Minimum R: ≥ 3.6.2
Download size: 1.4 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

High-Performance and Parallel Computing with R

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("clustermq")

Format

Schubert, M., & ZeroMQ authors. (2026). clustermq: Evaluate Function Calls on HPC Schedulers (SLURM, LSF, SGE, GCS, OCS, PBS, Torque) (Version 0.10.1) [Computer software]. https://doi.org/10.32614/CRAN.package.clustermq

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 clustermq version 0.10.1 [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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