Implements a task queue system for asynchronous parallel computing using 'PostgreSQL' <https://www.postgresql.org/> as a backend. Designed for embarrassingly parallel problems where tasks do not communicate with each other. Dynamically distributes tasks to workers, handles uneven load balancing, and allows new workers to join at any time. Particularly useful for running large numbers of independent tasks on high-performance computing (HPC) clusters with 'SLURM' <https://slurm.schedmd.com/> job schedulers.
| Version: | 0.2.0 |
| Depends: | R (≥ 4.1.0) |
| Imports: | settings, stats, stringr, RPostgres, ggplot2, whisker, rlang, shiny, DBI, ssh |
| Suggests: | knitr, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2025-12-03 |
| DOI: | 10.32614/CRAN.package.taskqueue |
| Author: | Bangyou Zheng [aut, cre] |
| Maintainer: | Bangyou Zheng <bangyou.zheng at csiro.au> |
| BugReports: | https://github.com/byzheng/taskqueue/issues |
| License: | MIT + file LICENSE |
| URL: | https://taskqueue.bangyou.me/, https://github.com/byzheng/taskqueue |
| NeedsCompilation: | no |
| Citation: | taskqueue citation info |
| CRAN checks: | taskqueue results |
| Reference manual: | taskqueue.html , taskqueue.pdf |
| Vignettes: |
Getting Started with taskqueue (source) PostgreSQL Setup for taskqueue (source) Simple Workflow with tq_apply (source) SSH Setup for taskqueue (source) |
| Package source: | taskqueue_0.2.0.tar.gz |
| Windows binaries: | r-devel: taskqueue_0.2.0.zip, r-release: taskqueue_0.2.0.zip, r-oldrel: taskqueue_0.2.0.zip |
| macOS binaries: | r-release (arm64): taskqueue_0.2.0.tgz, r-oldrel (arm64): taskqueue_0.2.0.tgz, r-release (x86_64): taskqueue_0.2.0.tgz, r-oldrel (x86_64): taskqueue_0.2.0.tgz |
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