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This repository contains scripts for parsing monotasks experiment results. In general, the copy_logs.py script should be sufficient for basic experiments; that script copies logs back from a Spark driver (where the event log is copied from, which summarizes all tasks) and one of the Spark executors (where the continuous monitor is copied from, which periodically logs utilization information on the machine). The copy_logs.py script automatically generates a graph of utilization as a function of time, and outputs files describing the distribution of utilization for the last job that ran in the experiment. To see how to use the script, run:

python copy_logs.py --help

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Scripts for evaluating monotasks and parsing experimental results

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  • Python 91.3%
  • Gnuplot 8.7%