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nokia/pattern-clustering

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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.

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:

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The pattern clustering tool groups similar input log lines according to a set of predefined regular expressions.

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