perfume-bench 0.1.6

Interactive performance benchmarking in Jupyter

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.

History

0.1.3 (2017-09-10)

• Actually fix when only benchmarking one function (no K-S test) (oops).

0.1.2 (2017-09-10)

• Fix when only benchmarking one function (no K-S test).

0.1.1 (2017-08-27)

• Add dependency on matplotlib.

0.1.0 (2017-08-27)

• First release on PyPI.

• Interactive histogram while benchmarking with bokeh.

• Interactive descriptive stats and K-S test.

• Cumulative distribution plots.

• Bucketed resampling.