perfume

Interactive performance benchmarking in Jupyter

• Free software: BSD license
• Documentation: https://perfume.readthedocs.io.

Overview

perfume is a performance benchmarking tool that provides quick feedback on the systems under test.

The primary goals are:

• Prioritize analysis of distributions of latency, not averages.
• Support both immediate feedback and robust benchmarking with many samples, through a UI that updates as we collect more information.
• Provide raw data back to the user, for flexible custom analysis.
• Provide helpful post-processing analysis and charting tools.

Features

• Live-updating histogram chart and descriptive statistics during a benchmark run.
• Jupyter notebook integration.
• Tunable benchmarking overhead.
• Comparative analysis of multiple functions under test.
• Powerful post-processing analysis tools.

Demo

You can check out an example notebook using perfume.

Installing

pip install perfume-bench

Credits

This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.