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autometric  

Background Resource Logging
View on CRAN: Click here


Download and install autometric package within the R console
Install from CRAN:
install.packages("autometric")

Install from Github:
library("remotes")
install_github("cran/autometric")

Install by package version:
library("remotes")
install_version("autometric", "0.1.2")



Attach the package and use:
library("autometric")
Maintained by
William Michael Landau
[Scholar Profile | Author Map]
First Published: 2024-10-10
Latest Update: 2024-10-10
Description:
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'.
How to cite:
William Michael Landau (2024). autometric: Background Resource Logging. R package version 0.1.2, https://cran.r-project.org/web/packages/autometric. Accessed 10 Jan. 2025.
Previous versions and publish date:
0.0.5 (2024-10-10 18:30), 0.1.0 (2024-10-30 20:20), 0.1.1 (2024-11-14 08:09)
Other packages that cited autometric R package
View autometric citation profile
Other R packages that autometric depends, imports, suggests or enhances
Complete documentation for autometric
Functions, R codes and Examples using the autometric R package
Full autometric package functions and examples
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