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://staging.r-multiverse.org', '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

15.23 score 297 stars 75 packages 420 scripts 37k downloads 40 exports 1 dependencies

Last updated from:54a7ab0fee (on v2.5.3). Checks:8 OK, 1 WARNING. Indexed: no.

TargetResultTotal timeArtifact
linux-devel-x86_64OK399
source / vignettesOK165
linux-release-x86_64OK133
macos-devel-arm64WARNING116
macos-release-arm64OK278
windows-develOK608
windows-releaseOK99
windows-oldrelOK101
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 16 2026.

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

mirai - Community FAQs

Rendered fromv07-questions.Rmdusinglitedown::vignetteon Jan 16 2026.

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mirai - For Package Authors

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mirai - OpenTelemetry

Rendered fromv05-opentelemetry.Rmdusinglitedown::vignetteon Jan 16 2026.

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mirai - Promises (Shiny and Plumber)

Rendered fromv02-promises.Rmdusinglitedown::vignetteon Jan 16 2026.

Last update: 2025-11-26
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mirai - Quick Reference

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Last update: 2025-11-26
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mirai - Reference Manual

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

Rendered fromv03-serialization.Rmdusinglitedown::vignetteon Jan 16 2026.

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