Add Rabin.

This commit is contained in:
Oleksii Trekhleb 2018-04-24 22:51:01 +03:00
parent 1437f0ab92
commit 59548c624f
2 changed files with 111 additions and 0 deletions

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import { rabinKarp, hashWord, reHashWord } from '../rabinKarp';
describe('rabinKarp', () => {
it('should correctly calculates hash and re-hash', () => {
expect(hashWord('a')).toBe(97);
expect(hashWord('b')).toBe(98);
expect(hashWord('abc')).toBe(941094);
expect(hashWord('bcd')).toBe(950601);
expect(reHashWord(hashWord('abc'), 'abc', 'bcd')).toBe(950601);
expect(reHashWord(hashWord('abc'), 'abc', 'bcd')).toBe(hashWord('bcd'));
});
it('should find substring in a string', () => {
expect(rabinKarp('abcbcglx', 'abca')).toBe(-1);
expect(rabinKarp('abcbcglx', 'bcgl')).toBe(3);
expect(rabinKarp('abcxabcdabxabcdabcdabcy', 'abcdabcy')).toBe(15);
expect(rabinKarp('abcxabcdabxabcdabcdabcy', 'abcdabca')).toBe(-1);
expect(rabinKarp('abcxabcdabxaabcdabcabcdabcdabcy', 'abcdabca')).toBe(12);
expect(rabinKarp('abcxabcdabxaabaabaaaabcdabcdabcy', 'aabaabaaa')).toBe(11);
});
});

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/**
* A prime number used to create
* the hash representation of a word
*
* Bigger the prime number,
* bigger the hash value
*/
const PRIME = 97;
/**
* Function that creates hash representation of the word.
*
* @param {string} word
* @return {number}
*/
export function hashWord(word) {
let hash = 0;
for (let charIndex = 0; charIndex < word.length; charIndex += 1) {
hash += word[charIndex].charCodeAt(0) * (PRIME ** charIndex);
}
return hash;
}
/**
* Function that creates hash representation of the word
* based on previous word (shifted by one character left) hash value.
*
* Recalculates the hash representation of a word so that it isn't
* necessary to traverse the whole word again
*
* @param {number} prevHash
* @param {string} prevWord
* @param {string} newWord
* @return {number}
*/
export function reHashWord(prevHash, prevWord, newWord) {
const newWordLastIndex = newWord.length - 1;
let newHash = prevHash - prevWord[0].charCodeAt(0);
newHash /= PRIME;
newHash += newWord[newWordLastIndex].charCodeAt(0) * (PRIME ** newWordLastIndex);
return newHash;
}
/**
* @param {string} text
* @param {string} word
* @return {number}
*/
export function rabinKarp(text, word) {
// Calculate word hash that we will use for comparison with other substring hashes.
const wordHash = hashWord(word);
let prevSegment = null;
let currentSegmentHash = null;
// Go through all substring of the text that may match
for (let charIndex = 0; charIndex <= text.length - word.length; charIndex += 1) {
const currentSegment = text.substring(charIndex, charIndex + word.length);
// Calculate the hash of current substring.
if (currentSegmentHash === null) {
currentSegmentHash = hashWord(currentSegment);
} else {
currentSegmentHash = reHashWord(currentSegmentHash, prevSegment, currentSegment);
}
prevSegment = currentSegment;
// Compare the hash of current substring and seeking string.
if (wordHash === currentSegmentHash) {
// In case if hashes match let's check substring char by char.
let numberOfMatches = 0;
for (let deepCharIndex = 0; deepCharIndex < word.length; deepCharIndex += 1) {
if (word[deepCharIndex] === text[charIndex + deepCharIndex]) {
numberOfMatches += 1;
}
}
if (numberOfMatches === word.length) {
return charIndex;
}
}
}
return -1;
}