// @nuget: FuzzySharp  -Version 2.0.2

​

// repository: https://github.com/JakeBayer/FuzzySharp

// documentation: https://www.geeksforgeeks.org/fuzzywuzzy-python-library/

​

using FuzzySharp.SimilarityRatio;

using FuzzySharp.SimilarityRatio.Scorer;

using FuzzySharp.SimilarityRatio.Scorer.Composite;

using FuzzySharp.SimilarityRatio.Scorer.StrategySensitive;

using System;

using System.Collections.Generic;

using System.Linq;

​

var data = new List<(string str1, string str2)>

{

    ("Frakt", "Frakt/Tillegg"),

    ("Mescalito Mid Gtx Ottanio-Lake Blue 40.5", "Mescalito Mid Gtx Ottanio-Lake Blue 40,5"),

    ("Wrapping film with UV line..", "Wrapping film with UV line"),

    ("5010661758 jabra Speak 510", "JABRA SPEAK 510 MS LYNC"),

    ("Trailblazer MIPS Helmet Matte White S/M (53/56ccm)", "Trailblazer MIPS Helmet Matte White S/M")

};

​

int i = 1;

foreach (var scorer in GetScorers())

{

    Console.WriteLine($"\r\n\r\n<<<<<---------------Scorer: {i++}. {scorer.GetType().Name}------------>>>>>\r\n\r\n");

​

    int j = 1;

    foreach (var str1 in data.Select(x => x.str1))

    {

        int k = 1;

        foreach (var str2 in data.Select(x => x.str2))

        {

            //var ratio = scorer.Score(Normalize(str1), Normalize(str2));

​

            var ratio = scorer.Score(str1, str2);

​

            // Define a threshold for similarity

            var threshold = 60; // Adjust as needed

​

            if (ratio >= threshold)

            {

                Console.WriteLine($"Matched: {j} '{str1}' with {k} '{str2}' with similarity ratio: {ratio}");

            }

            k++;

        }

        j++;

    }

}

​

IEnumerable<IRatioScorer> GetScorers()

{

    yield return ScorerCache.Get<DefaultRatioScorer>();

    yield return ScorerCache.Get<PartialRatioScorer>();

    yield return ScorerCache.Get<TokenSortScorer>();

    yield return ScorerCache.Get<PartialTokenSortScorer>();

    yield return ScorerCache.Get<TokenSetScorer>();

    yield return ScorerCache.Get<PartialTokenSetScorer>();

    yield return ScorerCache.Get<TokenDifferenceScorer>();

    yield return ScorerCache.Get<PartialTokenDifferenceScorer>();

    yield return ScorerCache.Get<TokenInitialismScorer>();

    yield return ScorerCache.Get<PartialTokenInitialismScorer>();

    yield return ScorerCache.Get<TokenAbbreviationScorer>();

    yield return ScorerCache.Get<PartialTokenAbbreviationScorer>();

    yield return ScorerCache.Get<WeightedRatioScorer>();

}