string-similarity
A string similarity comparison tool, which is the front-end implementation version of Java string similarity. To maintain consistency with the string similarity algorithm in java-string-similarity。
install
npm i @thecrookedman/string-similarity --saveexample
import {JaroWinkler,Cosine,Damerau,Jaccard,Levenshtein,LongestCommonSubsequence,MetricLCS,NGram,NormalizedLevenshtein,OptimalStringAlignment,QGram,RatcliffObershelp,SorensenDice,WeightedLevenshtein} from '@thecrookedman/string-similarity';
// 字符串示例
let str1 = "123321";
let str2 = "123421";
console.log('JaroWinkler: '+new JaroWinkler().similarity(str1,str2)) //return 0.9222222222222223
console.log('Cosine: '+new Cosine(3).similarity(str1,str2)) //return 0.33333333333333337
console.log("Damerau:"+new Damerau().distance(str1,str2)); //return 1
console.log("Jaccard:"+new Jaccard(3).similarity(str1,str2)); //return 0.14285714285714285
console.log("Levenshtein:"+new Levenshtein().distance(str1,str2)); //return 1
console.log("LongestCommonSubsequence:"+new LongestCommonSubsequence().distance(str1,str2));//return 2
console.log("MetricLCS:"+new MetricLCS().distance(str1,str2));//return 0.16666666666666663
console.log("NGram:"+new NGram().distance(str1,str2));//return 0.16666666666666666
console.log("NormalizedLevenshtein:"+new NormalizedLevenshtein().similarity(str1,str2));//return 0.8333333333333334
console.log("OptimalStringAlignment:"+new OptimalStringAlignment().distance(str1,str2));//return 1
console.log("QGram:"+new QGram(3).distance(str1,str2));//return 6
console.log("RatcliffObershelp:"+new RatcliffObershelp().similarity(str1,str2));//return 0.8333333333333334
console.log("SorensenDice:"+new SorensenDice(3).similarity(str1,str2));//return 0
let wl = new WeightedLevenshtein({
cost:(c1:string, c2:string) =>{
if (c1 == 't' && c2 == 'r') {
return 0.5;
}
return 1.0;
}
});
console.log("WeightedLevenshtein:"+wl.distance(str1,str2));//return 1