pattern-clustering 1.0.0

This tool clusterizes lines of text given a collection of input patterns modeled using regular expressions.

Pattern clustering

This tool clusterizes lines of text given a collection of input patterns modeled using regular expressions.

This work has been published to:

[ICPR’2022] A novel pattern-based edit distance for automatic log parsing, Maxime Raynal, Marc-Olivier Buob, Georges Quénot.

Features

• Forms groups of homogeneous line using a pattern based distance, based on customizable patterns.

• Configured by default to use common patterns (IP addresses, numeric values, etc.)

License

This project is licensed under the BSD-3-Clause license - see the LICENSE.

More about pattern-clustering

For more information, feel free to visit the wiki:

• Overview

• Installation

• Tests

• Tutorial

• Documentation

• Configuration

• Packaging

Acks

• The skeleton package was created with Cookiecutter and the francois-durand/package_helper_2 project template.

• The sphinx part is inspired from Sphinx-Autosummary-Recursion.

History

0.1.0 (2022-05-11): First release

• First release on PyPI.

0.2.0 (2022-06-02): CI

• Updated tox.ini and GitHub actions, work in progress.

0.3.0 (2022-06-22): Bug fixes and CI improvements

• Fixed sphinx local build

• Fixed bumpversion

• Add experiments notebooks and datasets

• Improved test suite

0.3.1 (2022-06-22): Bug fixes and CI improvements

• Fixed readthedoc build

0.4.1 (2022-06-24): Bug fixes and CI improvements

• Fixed readthedoc build

• Implemented console script (cli)

• Reworked PatternClusteringEnv class

• Bug fixes

• Updated documentation

0.4.2 (2022-06-24): Added entry points

• Added pattern-distance entry point, see pattern-distance –help.

• Added pattern-clustering-mkconf entry point. The resulting json may be passed to pattern-distance and pattern-clustering commands.

0.5.0 (2022-06-25): Added entry points

• Bug fixes in notebooks/

• Removed unused patterns

1.0.0 (2022-07-01): checked experiments

• Checked experiments in notebooks/

• Fixed warning related to documentation build

• Improved tests