Package: mirai 2.5.3

Charlie Gao

mirai: Minimalist Async Evaluation Framework for R

Designed for simplicity, a 'mirai' evaluates an R expression asynchronously, locally or distributed over the network. Built on 'nanonext' and 'NNG' for modern networking and concurrency, scales efficiently to millions of tasks over thousands of parallel processes. Provides optimal scheduling over fast 'IPC', TCP, and TLS connections, integrating with SSH or cluster managers. Implements event-driven promises for reactive programming, and supports custom serialization for cross-language data types.

Authors:Charlie Gao [aut, cre], Joe Cheng [ctb], Posit Software, PBC [cph, fnd], Hibiki AI Limited [cph]

mirai_2.5.3.tar.gz
mirai_2.5.3.zip(r-4.6)mirai_2.5.3.zip(r-4.5)mirai_2.5.3.zip(r-4.4)
mirai_2.5.3.tgz(r-4.5-any)
mirai_2.5.3.tar.gz(r-4.6-any)mirai_2.5.3.tar.gz(r-4.5-any)
mirai_2.5.3.tgz(r-4.5-emscripten)
mirai.pdf |mirai.html✨
mirai/json (API)
NEWS

# Install 'mirai' in R:
install.packages('mirai', repos = c('https://test.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/r-lib/mirai/issues

Pkgdown/docs site:https://mirai.r-lib.org

On CRAN:

Conda:

asyncasynchronous-tasksconcurrencydistributed-computinghigh-performance-computingparallel-computing

14.45 score 294 stars 70 packages 351 scripts 73k downloads 40 exports 1 dependencies

Last updated from:54a7ab0fee (on v2.5.3). Checks:9 OK. Indexed: no.

TargetResultTotal timeArtifact
linux-devel-x86_64OK128
source / vignettesOK395
linux-release-x86_64OK365
macos-release-arm64OK105
macos-oldrel-arm64OK99
windows-develOK83
windows-releaseOK86
windows-oldrelOK145
wasm-releaseOK90

Exports:.flat.progress.stopcall_miraicluster_configcollect_miraidaemondaemonsdaemons_setdispatchereverywherehost_urlinfois_error_valueis_miraiis_mirai_erroris_mirai_interruptis_mirai_maplaunch_locallaunch_remotelocal_daemonslocal_urlmake_clustermiraimirai_mapnextcodenextgetnextstreamon_daemonrace_mirairegister_serialremote_configrequire_daemonsserial_configssh_configstatusstop_clusterstop_miraiunresolvedwith_daemons

Dependencies:nanonext

mirai - Communications Backend for R

Rendered fromv04-parallel.Rmdusinglitedown::vignetteon Dec 01 2025.

Last update: 2025-11-26
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mirai - Community FAQs

Rendered fromv07-questions.Rmdusinglitedown::vignetteon Dec 01 2025.

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mirai - For Package Authors

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mirai - OpenTelemetry

Rendered fromv05-opentelemetry.Rmdusinglitedown::vignetteon Dec 01 2025.

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mirai - Promises (Shiny and Plumber)

Rendered fromv02-promises.Rmdusinglitedown::vignetteon Dec 01 2025.

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mirai - Quick Reference

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mirai - Reference Manual

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mirai - Serialization (Arrow, ADBC, polars, torch)

Rendered fromv03-serialization.Rmdusinglitedown::vignetteon Dec 01 2025.

Last update: 2025-11-26
Started: 2025-07-15