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stouputils.mlflow package

MLflow utilities for stouputils.

• ProcessMetricsMonitor - Monitor CPU, memory, I/O, and thread metrics for a specific process tree and log them to MLflow.

Submodules

• stouputils.mlflow.process_metrics_monitor module
  • ProcessMetricsMonitor
    • ProcessMetricsMonitor.pid
    • ProcessMetricsMonitor.children
    • ProcessMetricsMonitor.sampling_interval
    • ProcessMetricsMonitor.samples_before_logging
    • ProcessMetricsMonitor.prefix
    • ProcessMetricsMonitor.verbose
    • ProcessMetricsMonitor.max_memory_megabytes
    • ProcessMetricsMonitor.max_cpu_count
    • ProcessMetricsMonitor.run_id
    • ProcessMetricsMonitor.shutdown_event
    • ProcessMetricsMonitor.thread
    • ProcessMetricsMonitor.step
    • ProcessMetricsMonitor._abc_impl
    • ProcessMetricsMonitor.samples
    • ProcessMetricsMonitor.processes
    • ProcessMetricsMonitor.start()
    • ProcessMetricsMonitor.finish()
    • ProcessMetricsMonitor.collect_once()
    • ProcessMetricsMonitor.aggregate()
    • ProcessMetricsMonitor.publish()
    • ProcessMetricsMonitor.monitor_loop()
    • ProcessMetricsMonitor.flush_remaining()