Skip to main content

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

Project description

Pattern clustering

PyPI Status Build Status Documentation Status Readthedocs Status Code Coverage

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:

Acks

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

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

pattern_clustering-1.0.0.tar.gz (36.1 kB view hashes)

Uploaded source

Supported by

AWS AWS Cloud computing Datadog Datadog Monitoring Facebook / Instagram Facebook / Instagram PSF Sponsor Fastly Fastly CDN Google Google Object Storage and Download Analytics Huawei Huawei PSF Sponsor Microsoft Microsoft PSF Sponsor NVIDIA NVIDIA PSF Sponsor Pingdom Pingdom Monitoring Salesforce Salesforce PSF Sponsor Sentry Sentry Error logging StatusPage StatusPage Status page