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maxbachmann avatar maxbachmann commented on August 22, 2024

This is a known issue in python-Levenshtein: #79
In your case for the comparision of

"prod" <-> "random"

the following alignment is used:

"prod" <-> "ndom"

which has a similarity of 25.
However the optimal alignment would be:

"prod" <-> "rand"

which has a similarity of 50.
In FuzzyWuzzy you will get the correct result when the slower difflib based implementation is used:

>>> from fuzzywuzzy import fuzz
>>> from difflib import SequenceMatcher
>>> fuzz.SequenceMatcher = SequenceMatcher
>>> fuzzywuzzy.fuzz.partial_ratio("prod", "random") 
50

from fuzzywuzzy.

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