pyjarowinkler 1.8

The Implementation

The original implementation is based on the Jaro Winkler Similarity Algorithm article that can be found on Wikipedia. This Python version of the original implementation is based on the Apache StringUtils library.

Correctness

Unittest similar to what you will find in the StringUtils library were used to validate implementation.

Note

A limit of shorter / 2 + 1 is used in StringUtils, this differs from Wikipedia and also Winkler’s paper, where a distance of longer / 2 - 1 is used, corresponding to positions of longer / 2. As of version 1.8, the algorithm now correctly works with the "CTRATE" - "TRACE" example from Wikipedia.

Example

>>> from pyjarowinkler import distance
>>> # Scaling is 0.1 by default
>>> print distance.get_jaro_distance("hello", "haloa", winkler=True, scaling=0.1)
0.76
>>> print distance.get_jaro_distance("hello", "haloa", winkler=False, scaling=0.1)
0.733333333333

Version:

1.8 of 2016-03-22