/** * File: hash_map_chaining.java * Created Time: 2023-06-13 * Author: krahets (krahets@163.com) */ package chapter_hashing; import java.util.ArrayList; import java.util.List; /* Chained address hash table */ class HashMapChaining { int size; // Number of key-value pairs int capacity; // Hash table capacity double loadThres; // Load factor threshold for triggering expansion int extendRatio; // Expansion multiplier List> buckets; // Bucket array /* Constructor */ public HashMapChaining() { size = 0; capacity = 4; loadThres = 2.0 / 3.0; extendRatio = 2; buckets = new ArrayList<>(capacity); for (int i = 0; i < capacity; i++) { buckets.add(new ArrayList<>()); } } /* Hash function */ int hashFunc(int key) { return key % capacity; } /* Load factor */ double loadFactor() { return (double) size / capacity; } /* Query operation */ String get(int key) { int index = hashFunc(key); List bucket = buckets.get(index); // Traverse the bucket, if the key is found, return the corresponding val for (Pair pair : bucket) { if (pair.key == key) { return pair.val; } } // If key is not found, return null return null; } /* Add operation */ void put(int key, String val) { // When the load factor exceeds the threshold, perform expansion if (loadFactor() > loadThres) { extend(); } int index = hashFunc(key); List bucket = buckets.get(index); // Traverse the bucket, if the specified key is encountered, update the corresponding val and return for (Pair pair : bucket) { if (pair.key == key) { pair.val = val; return; } } // If the key is not found, add the key-value pair to the end Pair pair = new Pair(key, val); bucket.add(pair); size++; } /* Remove operation */ void remove(int key) { int index = hashFunc(key); List bucket = buckets.get(index); // Traverse the bucket, remove the key-value pair from it for (Pair pair : bucket) { if (pair.key == key) { bucket.remove(pair); size--; break; } } } /* Extend hash table */ void extend() { // Temporarily store the original hash table List> bucketsTmp = buckets; // Initialize the extended new hash table capacity *= extendRatio; buckets = new ArrayList<>(capacity); for (int i = 0; i < capacity; i++) { buckets.add(new ArrayList<>()); } size = 0; // Move key-value pairs from the original hash table to the new hash table for (List bucket : bucketsTmp) { for (Pair pair : bucket) { put(pair.key, pair.val); } } } /* Print hash table */ void print() { for (List bucket : buckets) { List res = new ArrayList<>(); for (Pair pair : bucket) { res.add(pair.key + " -> " + pair.val); } System.out.println(res); } } } public class hash_map_chaining { public static void main(String[] args) { /* Initialize hash table */ HashMapChaining 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"); System.out.println("\nAfter adding, the hash table is\nKey -> Value"); map.print(); /* Query operation */ // Enter key to the hash table, get value String name = map.get(13276); System.out.println("\nEnter student ID 13276, found name " + name); /* Remove operation */ // Remove key-value pair (key, value) from the hash table map.remove(12836); System.out.println("\nAfter removing 12836, the hash table is\nKey -> Value"); map.print(); } }