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://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

15.45 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_64OK159
source / vignettesOK420
linux-release-x86_64OK361
macos-release-arm64OK117
macos-oldrel-arm64OK147
windows-develOK94
windows-releaseOK86
windows-oldrelOK91
wasm-releaseOK98

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
Started: 2025-07-15

mirai - Community FAQs

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

Last update: 2025-11-26
Started: 2025-09-02

mirai - For Package Authors

Rendered fromv06-packages.Rmdusinglitedown::vignetteon Dec 01 2025.

Last update: 2025-11-26
Started: 2025-09-02

mirai - OpenTelemetry

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

Last update: 2025-11-26
Started: 2025-09-02

mirai - Promises (Shiny and Plumber)

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

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

mirai - Quick Reference

Rendered frommirai.Rmdusinglitedown::vignetteon Dec 01 2025.

Last update: 2025-11-26
Started: 2023-10-06

mirai - Reference Manual

Rendered fromv01-reference.Rmdusinglitedown::vignetteon Dec 01 2025.

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

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

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

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