apache / apache/beam

Use ruptures module for detecting change points in performance tests.

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#27,180 0 comments 0 reactions 1 assignee Claimed by @AnandInguva View on GitHub
new feature P3 python
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Description

### What would you like to happen?

Right now, we use edivisive from https://pypi.org/project/signal-processing-algorithms/ to detect change points. This is not so popular package.

There is one package called `ruptures` - https://centre-borelli.github.io/ruptures-docs/ which is popular among python community. We can introduce this package to find change points for Beam's performance tests to. decrease noise.

### Issue Priority

Priority: 3 (nice-to-have improvement)

### Issue Components

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