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rush: Rapid Asynchronous and Distributed Computing

Package to tackle large-scale problems asynchronously across a distributed network. Employing a database centric model, rush enables workers to communicate tasks and their results over a shared 'Redis' database. Key features include low task overhead, efficient caching, and robust error handling. The package powers the asynchronous optimization algorithms in the 'bbotk' and 'mlr3tuning' packages.

Version: 0.2.0
Depends: R (≥ 3.1.0)
Imports: checkmate, data.table, ids, jsonlite, lgr, mirai (≥ 2.0.0), mlr3misc, parallel, processx, R6, redux, uuid
Suggests: callr, knitr, quarto, rmarkdown, testthat (≥ 3.0.0)
Published: 2025-05-30
DOI: 10.32614/CRAN.package.rush
Author: Marc Becker ORCID iD [cre, aut, cph]
Maintainer: Marc Becker <marcbecker at posteo.de>
BugReports: https://github.com/mlr-org/rush/issues
License: MIT + file LICENSE
URL: https://rush.mlr-org.com, https://github.com/mlr-org/rush
NeedsCompilation: no
Materials: README NEWS
CRAN checks: rush results

Documentation:

Reference manual: rush.pdf

Downloads:

Package source: rush_0.2.0.tar.gz
Windows binaries: r-devel: rush_0.1.2.zip, r-release: rush_0.1.2.zip, r-oldrel: rush_0.1.2.zip
macOS binaries: r-release (arm64): rush_0.2.0.tgz, r-oldrel (arm64): rush_0.2.0.tgz, r-release (x86_64): rush_0.2.0.tgz, r-oldrel (x86_64): rush_0.2.0.tgz
Old sources: rush archive

Reverse dependencies:

Reverse suggests: bbotk, mlr3mbo, mlr3tuning, mlr3verse

Linking:

Please use the canonical form https://CRAN.R-project.org/package=rush to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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