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mirai: Minimalist Async Evaluation Framework for R

Designed for simplicity, a 'mirai' evaluates an R expression asynchronously in a parallel process, locally or distributed over the network, with the result automatically available upon completion. Modern networking and concurrency built on 'nanonext' and 'NNG' (Nanomsg Next Gen) ensure reliable and efficient scheduling, over fast inter-process communications or TCP/IP secured by TLS. Advantages include being inherently queued thus handling many more tasks than available processes, no storage on the file system, support for otherwise non-exportable reference objects, an event-driven promises implementation, and built-in asynchronous parallel map.

Version: 1.3.1
Depends: R (≥ 3.6)
Imports: nanonext (≥ 1.3.0)
Suggests: cli, litedown
Enhances: parallel, promises
Published: 2024-11-15
DOI: 10.32614/CRAN.package.mirai
Author: Charlie Gao ORCID iD [aut, cre], Joe Cheng [ctb], Hibiki AI Limited [cph]
Maintainer: Charlie Gao <charlie.gao at shikokuchuo.net>
BugReports: https://github.com/shikokuchuo/mirai/issues
License: GPL (≥ 3)
URL: https://shikokuchuo.net/mirai/, https://github.com/shikokuchuo/mirai/
NeedsCompilation: no
Citation: mirai citation info
Materials: README NEWS
In views: HighPerformanceComputing
CRAN checks: mirai results

Documentation:

Reference manual: mirai.pdf
Vignettes: mirai - Databases and Arrow (source)
mirai - Minimalist Async Evaluation Framework for R (source)
mirai - Parallel Integration (source)
mirai - Plumber Integration (source)
mirai - Promises Integration (source)
mirai - Shiny Integration (source)
mirai - Torch Integration (source)

Downloads:

Package source: mirai_1.3.1.tar.gz
Windows binaries: r-devel: mirai_1.3.1.zip, r-release: mirai_1.3.1.zip, r-oldrel: mirai_1.3.1.zip
macOS binaries: r-release (arm64): mirai_1.3.1.tgz, r-oldrel (arm64): mirai_1.3.1.tgz, r-release (x86_64): mirai_1.3.1.tgz, r-oldrel (x86_64): mirai_1.3.1.tgz
Old sources: mirai archive

Reverse dependencies:

Reverse imports: crew, future.mirai, GeomArchetypal, ichimoku
Reverse suggests: logger

Linking:

Please use the canonical form https://CRAN.R-project.org/package=mirai 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.