R Observatory: Metrics for ParallelLogger version 3.5.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

ParallelLogger

3.5.1

Support for Parallel Computation, Logging, and Function Automation

16packages depend

71.9Kdownloads / year

82.0%test coverage

13/13checks pass

Overview

About

Maintained by Martijn SchuemieFirst published 2018-07-0520 releasesCRAN page ↗GitHub ↗

Support for parallel computation with progress bar, and option to stop or proceed on errors. Also provides logging to console and disk, and the logging persists in the parallel threads. Additional functions support function call automation with delayed execution (e.g. for executing functions in parallel).

Install

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

install.packages("ParallelLogger", 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("OHDSI/ParallelLogger")

Development version from OHDSI/ParallelLogger. 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-parallellogger

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-ParallelLogger

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-ParallelLogger

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

Health

CRAN checks

13OK

Slowest check: 2.6 min · r-oldrel-macos-x86_64

Code health

Yes

Tests · ratio 0.33

82.0%

Coverage · measured lines

100%

Documentation · exports

8

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
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-03-30
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 239 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 0% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 98%
Return-value docs: 31%
References docs: 0%

Downloads

71.9K

CRAN downloads in the past year

Rank #1,383 · ~197/day · ~6K/mo

Releases R versions

Daily download trend is not available in this view yet.

9.2K30 days

21.7K90 days

71.9K1 year

Compare downloads with other packages →

Also on522 r2u15 autocran2.6K conda_forge

Repository

GitHub ↗ ohdsi/parallellogger

13Stars

9Forks

3Open issues

0Open PRs

12Releases

179Commits

10Contributors

hades

179 commits · Last activity 2025-11-21

Stars over time

2025-06-05 · 132026-07-07 · 13

Repository practices

Upstream repositoryBeta

5 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/ohdsi/parallellogger on 2026-08-09.

Continuous integration (1)

GitHub Actions

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Lint, format, editor (1)

RStudio project

Git structural (1)

.gitattributes

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

Dependencies

Declared dependencies

12 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.0.0

Imports (8)

snow xml2 jsonlitemethodsutilsrstudioapi memuseparallel

LinkingTo (0)

none

Suggests (7)

sendmailR testthat shiny DT knitr rmarkdown tibble

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

16direct

0indirect

Achilles BrokenAdaptiveRidge Characterization CohortGenerator CohortMethod DataQualityDashboard FeatureExtraction IterativeHardThresholding OhdsiReportGenerator OhdsiShinyAppBuilder PatientLevelPrediction ResultModelManager SelfControlledCaseSeries SelfControlledCohort debiasedTrialEmulation DatabaseConnector

Code & Tests

People & History

People (3)

Maintainer (1)

Martijn Schuemie

Author, Maintainer

Authors (2)

Martijn Schuemie

Author, Maintainer

Marc Suchard

Author

Copyright holders (1)

Observational Health Data Science and Informatics

Copyright holder

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
3.5.1Latest
2025-10-29 · current release · diff ↗
3.5.0
2025-08-27 · diff ↗
3.4.2
2025-06-05 · diff ↗
R
R 4.5.0 released · 2025-04-11
3.4.1
2025-03-28 · diff ↗
3.4.0
2025-03-27 · diff ↗
3.3.1
2024-08-23 · diff ↗
R
R 4.4.0 released · 2024-04-24
3.3.0
2023-08-22 · diff ↗
3.2.0
2023-06-27 · diff ↗
R
R 4.3.0 released · 2023-04-21
3.1.0
2022-12-08 · diff ↗
3.0.1
2022-06-07 · diff ↗
R
R 4.2.0 released · 2022-04-22
3.0.0
2022-02-04 · diff ↗

Show 13 earlier events

2.0.2
2021-07-16 · diff ↗
R
R 4.1.0 released · 2021-05-18
2.0.1
2020-10-26 · diff ↗
2.0.0
2020-06-07 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.2.0
2020-04-22 · diff ↗
1.1.2
2020-03-29 · diff ↗
1.1.1
2019-10-30 · diff ↗
R
R 3.6.0 released · 2019-04-26
1.1.0
2019-01-21 · diff ↗
1.0.1
2018-10-25 · diff ↗
1.0.0
2018-07-05
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2018-07-05
Total releases: 20 / 8 yrs
License: Apache License 2.0 OSI
Minimum R: ≥ 4.0.0
Download size: 550 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("ParallelLogger")

Format

Schuemie, M., Observational Health Data Science and Informatics, & Suchard, M. (2025). ParallelLogger: Support for Parallel Computation, Logging, and Function Automation (Version 3.5.1) [Computer software]. https://doi.org/10.32614/CRAN.package.ParallelLogger

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 ParallelLogger version 3.5.1 [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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