hello-algo/en/codes/javascript/chapter_hashing/hash_map_chaining.js

143 lines
3.9 KiB
JavaScript

/**
* File: hash_map_chaining.js
* Created Time: 2023-08-06
* Author: yuan0221 (yl1452491917@gmail.com)
*/
/* Key-value pair Number -> String */
class Pair {
constructor(key, val) {
this.key = key;
this.val = val;
}
}
/* Chained address hash table */
class HashMapChaining {
#size; // Number of key-value pairs
#capacity; // Hash table capacity
#loadThres; // Load factor threshold for triggering expansion
#extendRatio; // Expansion multiplier
#buckets; // Bucket array
/* Constructor */
constructor() {
this.#size = 0;
this.#capacity = 4;
this.#loadThres = 2.0 / 3.0;
this.#extendRatio = 2;
this.#buckets = new Array(this.#capacity).fill(null).map((x) => []);
}
/* Hash function */
#hashFunc(key) {
return key % this.#capacity;
}
/* Load factor */
#loadFactor() {
return this.#size / this.#capacity;
}
/* Query operation */
get(key) {
const index = this.#hashFunc(key);
const bucket = this.#buckets[index];
// Traverse the bucket, if the key is found, return the corresponding val
for (const pair of bucket) {
if (pair.key === key) {
return pair.val;
}
}
// If key is not found, return null
return null;
}
/* Add operation */
put(key, val) {
// When the load factor exceeds the threshold, perform expansion
if (this.#loadFactor() > this.#loadThres) {
this.#extend();
}
const index = this.#hashFunc(key);
const bucket = this.#buckets[index];
// Traverse the bucket, if the specified key is encountered, update the corresponding val and return
for (const pair of bucket) {
if (pair.key === key) {
pair.val = val;
return;
}
}
// If the key is not found, add the key-value pair to the end
const pair = new Pair(key, val);
bucket.push(pair);
this.#size++;
}
/* Remove operation */
remove(key) {
const index = this.#hashFunc(key);
let bucket = this.#buckets[index];
// Traverse the bucket, remove the key-value pair from it
for (let i = 0; i < bucket.length; i++) {
if (bucket[i].key === key) {
bucket.splice(i, 1);
this.#size--;
break;
}
}
}
/* Extend hash table */
#extend() {
// Temporarily store the original hash table
const bucketsTmp = this.#buckets;
// Initialize the extended new hash table
this.#capacity *= this.#extendRatio;
this.#buckets = new Array(this.#capacity).fill(null).map((x) => []);
this.#size = 0;
// Move key-value pairs from the original hash table to the new hash table
for (const bucket of bucketsTmp) {
for (const pair of bucket) {
this.put(pair.key, pair.val);
}
}
}
/* Print hash table */
print() {
for (const bucket of this.#buckets) {
let res = [];
for (const pair of bucket) {
res.push(pair.key + ' -> ' + pair.val);
}
console.log(res);
}
}
}
/* Driver Code */
/* Initialize hash table */
const map = new HashMapChaining();
/* Add operation */
// Add key-value pair (key, value) to the hash table
map.put(12836, 'Ha');
map.put(15937, 'Luo');
map.put(16750, 'Suan');
map.put(13276, 'Fa');
map.put(10583, 'Ya');
console.log('\nAfter adding, the hash table is\nKey -> Value');
map.print();
/* Query operation */
// Enter key to the hash table, get value
const name = map.get(13276);
console.log('\nEnter student ID 13276, found name ' + name);
/* Remove operation */
// Remove key-value pair (key, value) from the hash table
map.remove(12836);
console.log('\nAfter removing 12836, the hash table is\nKey -> Value');
map.print();