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{ | ||
"env": { | ||
"browser": true, | ||
"es2021": true | ||
}, | ||
"extends": "standard-with-typescript", | ||
"parserOptions": { | ||
"ecmaVersion": "latest", | ||
"sourceType": "module", | ||
"project": "./tsconfig.json" | ||
}, | ||
"rules": { | ||
"@typescript-eslint/strict-boolean-expressions": "off" | ||
} | ||
} |
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dist/ | ||
node_modules/ |
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Copyright 2023 hidden-finder | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. |
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{ | ||
"name": "@hidden-finder/didyoumean", | ||
"version": "1.0.0", | ||
"description": "A simple and lightweight matching input to a list of potential matches using the Levenshtein distance algorithm.", | ||
"type": "module", | ||
"source": "./src/index.ts", | ||
"main": "./dist/index.cjs", | ||
"umd:main": "./dist/index.umd.cjs", | ||
"module": "./dist/index.js", | ||
"exports": { | ||
"require": "./dist/index.cjs", | ||
"default": "./dist/index.modern.js" | ||
}, | ||
"types": "./dist/index.d.ts", | ||
"scripts": { | ||
"prepublish": "npm run lint", | ||
"lint": "eslint \"./src/**/*.ts\"" | ||
}, | ||
"repository": { | ||
"type": "git", | ||
"url": "git+https://github.com/hidden-finder/didyoumean.git" | ||
}, | ||
"keywords": [ | ||
"compare", | ||
"comparison", | ||
"didyoumean", | ||
"diff", | ||
"difference", | ||
"distance", | ||
"edit", | ||
"find", | ||
"fuzzy", | ||
"leven", | ||
"levenshtein", | ||
"match", | ||
"matching", | ||
"similar", | ||
"similarity", | ||
"string" | ||
], | ||
"author": "hidden-finder", | ||
"license": "MIT", | ||
"bugs": { | ||
"url": "https://github.com/hidden-finder/didyoumean/issues" | ||
}, | ||
"homepage": "https://github.com/hidden-finder/didyoumean", | ||
"files": [ | ||
"dist" | ||
], | ||
"devDependencies": { | ||
"@typescript-eslint/eslint-plugin": "^5.0.0", | ||
"eslint": "^8.0.1", | ||
"eslint-config-standard-with-typescript": "^34.0.0", | ||
"eslint-plugin-import": "^2.25.2", | ||
"eslint-plugin-n": "^15.0.0", | ||
"eslint-plugin-promise": "^6.0.0", | ||
"typescript": "^4.9.0" | ||
} | ||
} |
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export const calculateMyersDistanceShort = (text: string, pattern: string): number => { | ||
const textLength = text.length | ||
const patternLength = pattern.length | ||
const lastSetBit = 1 << (textLength - 1) | ||
const patternEqualityArray = new Uint32Array(65536) | ||
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let positiveVector = -1 | ||
let negativeVector = 0 | ||
let point = textLength | ||
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for (let i = textLength - 1; i >= 0; i--) { | ||
patternEqualityArray[text.charCodeAt(i)] |= 1 << i | ||
} | ||
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for (let i = 0; i < patternLength; i++) { | ||
let equality = patternEqualityArray[pattern.charCodeAt(i)] | ||
const mixedVector = equality | negativeVector | ||
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equality |= ((equality & positiveVector) + positiveVector) ^ positiveVector | ||
negativeVector |= ~(equality | positiveVector) | ||
positiveVector &= equality | ||
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if (negativeVector & lastSetBit) { | ||
point++ | ||
} | ||
if (positiveVector & lastSetBit) { | ||
point-- | ||
} | ||
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negativeVector = (negativeVector << 1) | 1 | ||
positiveVector = (positiveVector << 1) | ~(mixedVector | negativeVector) | ||
negativeVector &= mixedVector | ||
} | ||
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return point | ||
} | ||
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export const calculateMyersDistanceLong = (text: string, pattern: string): number => { | ||
const textLength = text.length | ||
const patternLength = pattern.length | ||
const matchHighBits = new Array<number>(Math.ceil(textLength / 32)) | ||
const mismatchHighBits = new Array<number>(Math.ceil(textLength / 32)) | ||
const patternEqualityArray = new Uint32Array(65536) | ||
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for (let i = 0; i < matchHighBits.length; i++) { | ||
matchHighBits[i] = 0 | ||
mismatchHighBits[i] = -1 | ||
} | ||
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for (let j = 0; j < Math.ceil(patternLength / 32); j++) { | ||
let negativeVector = 0 | ||
let positiveVector = -1 | ||
const start = j * 32 | ||
const vectorLength = Math.min(32, patternLength - start) + start | ||
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for (let k = start; k < vectorLength; k++) { | ||
patternEqualityArray[pattern.charCodeAt(k)] |= 1 << k | ||
} | ||
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for (let i = 0; i < textLength; i++) { | ||
const equality = patternEqualityArray[text.charCodeAt(i)] | ||
const patternBit = (matchHighBits[(i / 32) | 0] >>> i) & 1 | ||
const textBit = (mismatchHighBits[(i / 32) | 0] >>> i) & 1 | ||
const mixedVector = equality | negativeVector | ||
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const mixedHighBit = ((((equality | textBit) & positiveVector) + positiveVector) ^ positiveVector) | equality | textBit | ||
let patternHighBit = negativeVector | ~(mixedHighBit | positiveVector) | ||
let textHighBit = positiveVector & mixedHighBit | ||
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if ((patternHighBit >>> 31) ^ patternBit) { | ||
matchHighBits[(i / 32) | 0] ^= 1 << i | ||
} | ||
if ((textHighBit >>> 31) ^ textBit) { | ||
mismatchHighBits[(i / 32) | 0] ^= 1 << i | ||
} | ||
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patternHighBit = (patternHighBit << 1) | patternBit | ||
textHighBit = (textHighBit << 1) | textBit | ||
positiveVector = textHighBit | ~(mixedVector | patternHighBit) | ||
negativeVector = patternHighBit & mixedVector | ||
} | ||
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for (let k = start; k < vectorLength; k++) { | ||
patternEqualityArray[pattern.charCodeAt(k)] = 0 | ||
} | ||
} | ||
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let negativeVector = 0 | ||
let positiveVector = -1 | ||
const start = Math.ceil(patternLength / 32) * 32 | ||
const vectorLength = Math.min(32, patternLength - start) + start | ||
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for (let k = start; k < vectorLength; k++) { | ||
patternEqualityArray[pattern.charCodeAt(k)] |= 1 << k | ||
} | ||
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let point = patternLength | ||
for (let i = 0; i < textLength; i++) { | ||
const equality = patternEqualityArray[text.charCodeAt(i)] | ||
const patternBit = (matchHighBits[(i / 32) | 0] >>> i) & 1 | ||
const textBit = (mismatchHighBits[(i / 32) | 0] >>> i) & 1 | ||
const mixedVector = equality | negativeVector | ||
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const mixedHighBit = ((((equality | textBit) & positiveVector) + positiveVector) ^ positiveVector) | equality | textBit | ||
let patternHighBit = negativeVector | ~(mixedHighBit | positiveVector) | ||
let textHighBit = positiveVector & mixedHighBit | ||
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point += (patternHighBit >>> (patternLength - 1)) & 1 | ||
point -= (textHighBit >>> (patternLength - 1)) & 1 | ||
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if ((patternHighBit >>> 31) ^ patternBit) { | ||
matchHighBits[(i / 32) | 0] ^= 1 << i | ||
} | ||
if ((textHighBit >>> 31) ^ textBit) { | ||
mismatchHighBits[(i / 32) | 0] ^= 1 << i | ||
} | ||
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patternHighBit = (patternHighBit << 1) | patternBit | ||
textHighBit = (textHighBit << 1) | textBit | ||
positiveVector = textHighBit | ~(mixedVector | patternHighBit) | ||
negativeVector = patternHighBit & mixedVector | ||
} | ||
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return point | ||
} |
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import { calculateMyersDistanceShort, calculateMyersDistanceLong } from './calculate' | ||
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export const calculateDistance = (text: string, pattern: string): number => { | ||
if (text.length < pattern.length) [pattern, text] = [text, pattern] | ||
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if (pattern.length === 0) return text.length | ||
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if (text.length === 0) return pattern.length | ||
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if (text.length <= 32) return calculateMyersDistanceShort(text, pattern) | ||
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return calculateMyersDistanceLong(text, pattern) | ||
} | ||
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export const similarity = (text: string, pattern: string): number => { | ||
if (!text || !pattern) return 0 | ||
if (text === pattern) return 1 | ||
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const editDistance = calculateDistance(text, pattern) | ||
const longestLength = Math.max(text.length, pattern.length) | ||
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return (longestLength - editDistance) / longestLength | ||
} | ||
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export const didyoumean = (string: string, patterns: string[]): string => { | ||
let minDistance = Infinity | ||
let minIndex = 0 | ||
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for (let i = 0; i < patterns.length; i++) { | ||
const distance = calculateDistance(string, patterns[i]) | ||
if (distance < minDistance) { | ||
minDistance = distance | ||
minIndex = i | ||
} | ||
} | ||
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return patterns[minIndex] | ||
} |
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{ | ||
"compilerOptions": { | ||
"baseUrl": "./", | ||
"declaration": true, | ||
"esModuleInterop": true, | ||
"module": "esnext", | ||
"moduleResolution": "node", | ||
"outDir": "./dist", | ||
"removeComments": false, | ||
"sourceMap": false, | ||
"strict": true, | ||
"target": "esnext" | ||
}, | ||
"exclude": ["node_modules"], | ||
"include": ["src/**/*"] | ||
} |
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