Package: crew 0.9.5

William Michael Landau

crew: A Distributed Worker Launcher Framework

In computationally demanding analysis projects, statisticians and data scientists asynchronously deploy long-running tasks to distributed systems, ranging from traditional clusters to cloud services. The 'NNG'-powered 'mirai' R package by Gao (2023) <doi:10.5281/zenodo.7912722> is a sleek and sophisticated scheduler that efficiently processes these intense workloads. The 'crew' package extends 'mirai' with a unifying interface for third-party worker launchers. Inspiration also comes from packages. 'future' by Bengtsson (2021) <doi:10.32614/RJ-2021-048>, 'rrq' by FitzJohn and Ashton (2023) <https://github.com/mrc-ide/rrq>, 'clustermq' by Schubert (2019) <doi:10.1093/bioinformatics/btz284>), and 'batchtools' by Lang, Bischel, and Surmann (2017) <doi:10.21105/joss.00135>.

Authors:William Michael Landau [aut, cre], Daniel Woodie [ctb], Eli Lilly and Company [cph]

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crew.pdf |crew.html
crew/json (API)
NEWS

# Install 'crew' in R:
install.packages('crew', repos = c('https://staging.r-multiverse.org', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/wlandau/crew/issues

Pkgdown:https://wlandau.github.io

On CRAN:

high-performance-computing

10.82 score 129 stars 2 packages 167 scripts 2.7k downloads 41 exports 24 dependencies

Last updated 5 months agofrom:8ca02085fb (on 8ca02085fb1880ad87788bd1eb0ca331da69e60e). Checks:OK: 7. Indexed: no.

TargetResultDate
Doc / VignettesOKNov 22 2024
R-4.5-winOKNov 22 2024
R-4.5-linuxOKNov 22 2024
R-4.4-winOKNov 22 2024
R-4.4-macOKNov 22 2024
R-4.3-winOKNov 22 2024
R-4.3-macOKNov 22 2024

Exports:all_ofany_ofcontainscrew_assertcrew_asynccrew_class_asynccrew_class_clientcrew_class_controllercrew_class_controller_groupcrew_class_launchercrew_class_launcher_localcrew_class_monitor_localcrew_class_relaycrew_class_throttlecrew_class_tlscrew_cleancrew_clientcrew_controllercrew_controller_groupcrew_controller_localcrew_deprecatecrew_evalcrew_eval_asynccrew_launchercrew_launcher_localcrew_monitor_localcrew_random_namecrew_relaycrew_retrycrew_terminate_processcrew_terminate_signalcrew_throttlecrew_tlscrew_workerends_witheverythinglast_colmatchesnum_rangeone_ofstarts_with

Dependencies:clidata.tablefansifastmapgetipgluelaterlifecyclemagrittrmirainanonextpillarpkgconfigprocessxpromisespsR6Rcpprlangtibbletidyselectutf8vctrswithr

Asynchronous Shiny apps

Rendered fromshiny.Rmdusingknitr::rmarkdownon Nov 22 2024.

Last update: 2024-06-05
Started: 2023-05-02

Controller groups

Rendered fromgroups.Rmdusingknitr::rmarkdownon Nov 22 2024.

Last update: 2024-06-24
Started: 2023-06-16

Integration with promises

Rendered frompromises.Rmdusingknitr::rmarkdownon Nov 22 2024.

Last update: 2024-05-03
Started: 2024-02-06

Introduction to crew

Rendered fromintroduction.Rmdusingknitr::rmarkdownon Nov 22 2024.

Last update: 2024-06-24
Started: 2023-09-14

Known risks of crew

Rendered fromrisks.Rmdusingknitr::rmarkdownon Nov 22 2024.

Last update: 2024-06-24
Started: 2023-09-14

Launcher plugins

Rendered fromplugins.Rmdusingknitr::rmarkdownon Nov 22 2024.

Last update: 2024-06-24
Started: 2023-03-21