pattern-clustering

================== Pattern clustering

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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.

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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.)

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License

This project is licensed under the BSD-3-Clause license - see the LICENSE <https://github.com/nokia/minifold/blob/master/LICENSE>_.

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More about pattern-clustering

.. _wiki: https://github.com/nokia/pattern-clustering/wiki .. _Overview: https://github.com/nokia/pattern-clustering/wiki/Overview .. _Installation: https://github.com/nokia/pattern-clustering/wiki/Installation .. _Tests: https://github.com/nokia/pattern-clustering/wiki/Tests .. _Tutorial: https://github.com/nokia/pattern-clustering/wiki/Tutorial .. _Documentation: https://pattern-clustering.readthedocs.io/en/latest/?badge=latest .. _Configuration: https://github.com/nokia/pattern-clustering/wiki/Configuration .. _Packaging: https://github.com/nokia/pattern-clustering/wiki/Packaging

For more information, feel free to visit the wiki_:

• Overview_
• Installation_
• Tests_
• Tutorial_
• Documentation_
• Configuration_
• Packaging_

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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_.

.. _Cookiecutter: https://github.com/audreyr/cookiecutter .. _francois-durand/package_helper_2: https://github.com/francois-durand/package_helper_2 .. _Sphinx-Autosummary-Recursion: https://github.com/JamesALeedham/Sphinx-Autosummary-Recursion

======= History

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0.1.0 (2022-05-11): First release

• First release on PyPI.

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0.2.0 (2022-06-02): CI

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

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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

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

• Fixed readthedoc build

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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

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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.

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

• Bug fixes in notebooks/
• Removed unused patterns

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1.0.0 (2022-07-01): checked experiments

• Checked experiments in notebooks/
• Fixed warning related to documentation build
• Improved tests