Package: mirai 2.7.0

Charlie Gao

mirai: Minimalist Async Evaluation Framework for R

Evaluates R expressions asynchronously and in parallel, locally or distributed across networks. An official parallel cluster type for R. Built on 'nanonext' and 'NNG', its non-polling, event-driven architecture scales from a laptop to thousands of processes across high-performance computing clusters and cloud platforms. Features FIFO scheduling with task cancellation and bounded queues, promises for reactive programming, 'OpenTelemetry' distributed tracing, and 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_2.7.0.tar.gz
mirai_2.7.0.zip(r-4.7)mirai_2.7.0.zip(r-4.6)mirai_2.7.0.zip(r-4.5)
mirai_2.7.0.tgz(r-4.6-any)mirai_2.7.0.tgz(r-4.5-any)
mirai_2.7.0.tar.gz(r-4.7-any)mirai_2.7.0.tar.gz(r-4.6-any)
mirai_2.7.0.tgz(r-4.5-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
mirai/json (API)
NEWS

# Install 'mirai' in R:
install.packages('mirai', repos = c('https://community.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

16.01 score 320 stars 161 packages 510 scripts 70k downloads 41 exports 1 dependencies

Last updated from:a88d0e09e7 (on v2.7.0). Checks:9 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK127
source / vignettesOK162
linux-release-x86_64OK131
macos-release-arm64OK117
macos-oldrel-arm64OK112
windows-develOK117
windows-releaseOK106
windows-oldrelOK140
wasm-releaseOK152

Exports:.flat.progress.stopcall_miraicluster_configcollect_miraidaemondaemonsdaemons_seteverywherehost_urlhttp_configinfois_error_valueis_miraiis_mirai_erroris_mirai_interruptis_mirai_maplaunch_locallaunch_remotelocal_daemonslocal_urlmake_clustermiraimirai_mapnextcodenextgetnextstreamon_daemonrace_mirairegister_serialremote_configrequire_daemonsserial_configssh_configstatusstop_clusterstop_miraitry_miraiunresolvedwith_daemons

Dependencies:nanonext

mirai - Communications Backend for R

Rendered fromv04-parallel.Rmdusinglitedown::vignetteon May 08 2026.

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

mirai - Community FAQs

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Last update: 2026-05-06
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mirai - For Package Authors

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Last update: 2026-04-09
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mirai - OpenTelemetry

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Last update: 2025-11-26
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mirai - Promises (Shiny and Plumber)

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Last update: 2026-02-27
Started: 2025-07-15

mirai - Quick Reference

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Last update: 2026-05-04
Started: 2023-10-06

mirai - Reference Manual

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Last update: 2026-05-08
Started: 2025-11-26

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

Rendered fromv03-serialization.Rmdusinglitedown::vignetteon May 08 2026.

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