Intense parallel workloads can be difficult to monitor. Packages 'crew.cluster', 'clustermq', and 'future.batchtools' distribute hundreds of worker processes over multiple computers. If a worker process exhausts its available memory, it may terminate silently, leaving the underlying problem difficult to detect or troubleshoot. Using the 'autometric' package, a worker can proactively monitor itself in a detached background thread. The worker process itself runs normally, and the thread writes to a log every few seconds. If the worker terminates unexpectedly, 'autometric' can read and visualize the log file to reveal potential resource-related reasons for the crash. The 'autometric' package borrows heavily from the methods of packages 'ps' <doi:10.32614/CRAN.package.ps> and 'psutil'.
Version: 0.1.2 Depends: R (≥ 3.5.0) Imports: graphics, utils Suggests: grDevices, ps, tinytest Published: 2024-11-15 DOI: 10.32614/CRAN.package.autometric Author: William Michael Landau [aut, cre], Eli Lilly and Company [cph, fnd], Posit Software, PBC [cph] (For the 'ps' package. See LICENSE.note.), Jay Loden [cph] (For the 'psutil' package. See LICENSE.note.), Dave Daeschler [cph] (For the 'psutil' package. See LICENSE.note.), Giampaolo Rodola [cph] (For the 'psutil' package. See LICENSE.note.) Maintainer: William Michael Landau <will.landau.oss at gmail.com> BugReports: https://github.com/wlandau/autometric/issues License: MIT + file LICENSE URL: https://wlandau.github.io/autometric/, https://github.com/wlandau/autometric NeedsCompilation: yes Language: en-US Materials: README, NEWS CRAN checks: autometric results Documentation: Downloads: Reverse dependencies: Linking:Please use the canonical form https://CRAN.R-project.org/package=autometric to link to this page.
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