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EVM: Bench: Analyze output of benchscript

Context

Contributes to #6091 (closed)

The tick model analysis was produced from the benchmark results using a set of scripts to isolate the relevant data for each part of the execution. A linear regression lib was also used to give starting point when searching for a model. This MR adds those scripts, and compare the results of a benchmark run to the tick model implemented by the kernel, to evaluate it's relevancy.

Manually testing the MR

Launch the benchmark scripts, see that a directory analysis_result was created, with a set of files corresponding to the sections of execution to analyze.

Checklist

  • Document the interface of any function added or modified (see the coding guidelines)
  • Document any change to the user interface, including configuration parameters (see node configuration)
  • Provide automatic testing (see the testing guide).
  • For new features and bug fixes, add an item in the appropriate changelog (docs/protocols/alpha.rst for the protocol and the environment, CHANGES.rst at the root of the repository for everything else).
  • Select suitable reviewers using the Reviewers field below.
  • Select as Assignee the next person who should take action on that MR
Edited by Pierre-Emmanuel CORNILLEAU

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