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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'.

copied from cf-staging / r-autometric
Type Size Name Uploaded Downloads Labels
conda 197.4 kB | win-64/r-autometric-0.0.5-r44heeb0ed9_2.conda  7 months and 13 days ago 250 main
conda 195.7 kB | win-64/r-autometric-0.0.5-r43heeb0ed9_2.conda  7 months and 13 days ago 259 main
conda 191.0 kB | osx-64/r-autometric-0.0.5-r43h362b90a_2.conda  7 months and 13 days ago 79 main
conda 192.6 kB | osx-64/r-autometric-0.0.5-r44h362b90a_2.conda  7 months and 13 days ago 87 main
conda 192.5 kB | linux-64/r-autometric-0.0.5-r43h2b5f3a1_2.conda  7 months and 13 days ago 706 main
conda 194.1 kB | linux-64/r-autometric-0.0.5-r44h2b5f3a1_2.conda  7 months and 13 days ago 695 main
conda 197.2 kB | win-64/r-autometric-0.0.5-r44heeb0ed9_1.conda  7 months and 13 days ago 256 main
conda 196.0 kB | win-64/r-autometric-0.0.5-r43heeb0ed9_1.conda  7 months and 13 days ago 250 main
conda 191.2 kB | osx-64/r-autometric-0.0.5-r43h362b90a_1.conda  7 months and 13 days ago 88 main
conda 192.5 kB | osx-64/r-autometric-0.0.5-r44h362b90a_1.conda  7 months and 13 days ago 93 main
conda 194.3 kB | linux-64/r-autometric-0.0.5-r44h2b5f3a1_1.conda  7 months and 13 days ago 704 main
conda 192.8 kB | linux-64/r-autometric-0.0.5-r43h2b5f3a1_1.conda  7 months and 13 days ago 707 main
conda 197.0 kB | win-64/r-autometric-0.0.5-r41h245b76f_0.conda  7 months and 21 days ago 263 main
conda 191.2 kB | osx-64/r-autometric-0.0.5-r43h362b90a_0.conda  7 months and 21 days ago 79 main
conda 192.7 kB | linux-64/r-autometric-0.0.5-r43h2b5f3a1_0.conda  7 months and 21 days ago 739 main

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