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-4.6-any)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

14.32 score 297 stars 81 packages 416 scripts 44k downloads 40 exports 1 dependencies

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

TargetResultTotal timeArtifact
linux-devel-x86_64OK140
source / vignettesOK170
linux-release-x86_64OK117
macos-devel-arm64OK129
macos-release-arm64OK128
windows-develOK92
windows-releaseOK95
windows-oldrelOK87
wasm-releaseOK93

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 Jan 30 2026.

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

mirai - Community FAQs

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mirai - For Package Authors

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mirai - OpenTelemetry

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mirai - Promises (Shiny and Plumber)

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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 Jan 30 2026.

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