#levenshtein

jellyfish

Approximate and phonetic matching of strings

7 releases (1 stable)

1.0.0 Jun 23, 2023
0.11.0-alpha.4 Mar 27, 2023
0.4.1 Mar 25, 2023
0.3.0 Mar 25, 2023
0.1.0 Jun 28, 2020

#19 in #levenshtein

33 downloads per month

MIT license

395KB
1.5K SLoC

Rust 867 SLoC // 0.1% comments Python 490 SLoC // 0.1% comments Jupyter Notebooks 38 SLoC // 0.2% comments Shell 3 SLoC

Overview

jellyfish is a library for approximate & phonetic matching of strings.

Source: https://github.com/jamesturk/jellyfish

Documentation: https://jamesturk.github.io/jellyfish/

Issues: https://github.com/jamesturk/jellyfish/issues

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Included Algorithms

String comparison:

  • Levenshtein Distance
  • Damerau-Levenshtein Distance
  • Jaro Distance
  • Jaro-Winkler Distance
  • Match Rating Approach Comparison
  • Hamming Distance

Phonetic encoding:

  • American Soundex
  • Metaphone
  • NYSIIS (New York State Identification and Intelligence System)
  • Match Rating Codex

Example Usage

>>> import jellyfish
>>> jellyfish.levenshtein_distance('jellyfish', 'smellyfish')
2
>>> jellyfish.jaro_distance('jellyfish', 'smellyfish')
0.89629629629629637
>>> jellyfish.damerau_levenshtein_distance('jellyfish', 'jellyfihs')
1

>>> jellyfish.metaphone('Jellyfish')
'JLFX'
>>> jellyfish.soundex('Jellyfish')
'J412'
>>> jellyfish.nysiis('Jellyfish')
'JALYF'
>>> jellyfish.match_rating_codex('Jellyfish')
'JLLFSH'

Dependencies

~4.5–9MB
~106K SLoC