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

14.39 score 295 stars 72 packages 374 scripts 60k downloads 40 exports 1 dependencies

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

TargetResultTotal timeArtifact
linux-devel-x86_64OK141
source / vignettesOK192
linux-release-x86_64OK129
macos-devel-arm64OK103
macos-release-arm64OK133
windows-develOK84
windows-releaseOK94
windows-oldrelOK92
wasm-releaseOK95

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 31 2025.

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

mirai - Community FAQs

Rendered fromv07-questions.Rmdusinglitedown::vignetteon Dec 31 2025.

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mirai - For Package Authors

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mirai - OpenTelemetry

Rendered fromv05-opentelemetry.Rmdusinglitedown::vignetteon Dec 31 2025.

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mirai - Promises (Shiny and Plumber)

Rendered fromv02-promises.Rmdusinglitedown::vignetteon Dec 31 2025.

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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 Dec 31 2025.

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