6/18/ds/18js/lib/similarity.js

53 lines
2.8 KiB
JavaScript

function compareTwoStrings(first, second) {
if ((first = first.replace(/\s+/g, "")) === (second = second.replace(/\s+/g, ""))) return 1;
if (first.length < 2 || second.length < 2) return 0;
var firstBigrams = new Map;
for (let i = 0; i < first.length - 1; i++) {
var bigram = first.substring(i, i + 2), count = firstBigrams.has(bigram) ? firstBigrams.get(bigram) + 1 : 1;
firstBigrams.set(bigram, count)
}
let intersectionSize = 0;
for (let i = 0; i < second.length - 1; i++) {
const bigram = second.substring(i, i + 2), count = firstBigrams.has(bigram) ? firstBigrams.get(bigram) : 0;
0 < count && (firstBigrams.set(bigram, count - 1), intersectionSize++)
}
return 2 * intersectionSize / (first.length + second.length - 2)
}
function findBestMatch(mainString, targetStrings) {
var ratings = [];
let bestMatchIndex = 0;
for (let i = 0; i < targetStrings.length; i++) {
var currentTargetString = targetStrings[i], currentRating = compareTwoStrings(mainString, currentTargetString);
ratings.push({
target: currentTargetString,
rating: currentRating
}), currentRating > ratings[bestMatchIndex].rating && (bestMatchIndex = i)
}
return {ratings: ratings, bestMatch: ratings[bestMatchIndex], bestMatchIndex: bestMatchIndex}
}
function lcs(str1, str2) {
if (!str1 || !str2) return {length: 0, sequence: "", offset: 0};
for (var sequence = "", str1Length = str1.length, str2Length = str2.length, num = new Array(str1Length), maxlen = 0, lastSubsBegin = 0, i = 0; i < str1Length; i++) {
for (var subArray = new Array(str2Length), j = 0; j < str2Length; j++) subArray[j] = 0;
num[i] = subArray
}
for (var thisSubsBegin = null, i = 0; i < str1Length; i++) for (j = 0; j < str2Length; j++) str1[i] !== str2[j] ? num[i][j] = 0 : (num[i][j] = 0 === i || 0 === j ? 1 : 1 + num[i - 1][j - 1], num[i][j] > maxlen && (maxlen = num[i][j], lastSubsBegin === (thisSubsBegin = i - num[i][j] + 1) ? sequence += str1[i] : (lastSubsBegin = thisSubsBegin, sequence = "", sequence += str1.substr(lastSubsBegin, i + 1 - lastSubsBegin))));
return {length: maxlen, sequence: sequence, offset: thisSubsBegin}
}
function findBestLCS(mainString, targetStrings) {
var results = [];
let bestMatchIndex = 0;
for (let i = 0; i < targetStrings.length; i++) {
var currentTargetString = targetStrings[i], currentLCS = lcs(mainString, currentTargetString);
results.push({
target: currentTargetString,
lcs: currentLCS
}), currentLCS.length > results[bestMatchIndex].lcs.length && (bestMatchIndex = i)
}
return {allLCS: results, bestMatch: results[bestMatchIndex], bestMatchIndex: bestMatchIndex}
}
export {compareTwoStrings, findBestMatch, findBestLCS};