/** * 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; /* Hash table with separate chaining */ class HashMapChaining { int size; // Number of key-value pairs int capacity; // Hash table capacity double loadThres; // Load factor threshold that triggers capacity growth int extendRatio; // Capacity growth factor 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; } /* Lookup operation */ String get(int key) { int index = hashFunc(key); List bucket = buckets.get(index); // Traverse the bucket; if key is found, return its corresponding val for (Pair pair : bucket) { if (pair.key == key) { return pair.val; } } // Return null if key is not found return null; } /* Insert operation */ void put(int key, String val) { // Grow the capacity when the load factor exceeds the threshold if (loadFactor() > loadThres) { extend(); } int index = hashFunc(key); List bucket = buckets.get(index); // Traverse the bucket; if the specified key is found, update its val and return for (Pair pair : bucket) { if (pair.key == key) { pair.val = val; return; } } // If key is absent, append the key-value pair at 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 and remove the key-value pair for (Pair pair : bucket) { if (pair.key == key) { bucket.remove(pair); size--; break; } } } /* Grow the hash table capacity */ void extend() { // Keep a reference to the original hash table List> bucketsTmp = buckets; // Initialize a new hash table with the expanded capacity capacity *= extendRatio; buckets = new ArrayList<>(capacity); for (int i = 0; i < capacity; i++) { buckets.add(new ArrayList<>()); } size = 0; // Move the key-value pairs from the original hash table to the new one for (List bucket : bucketsTmp) { for (Pair pair : bucket) { put(pair.key, pair.val); } } } /* Print the 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 the hash table */ HashMapChaining map = new HashMapChaining(); /* Insert operation */ // Insert the key-value pair (key, value) into the hash table map.put(12836, "小哈"); map.put(15937, "小啰"); map.put(16750, "小算"); map.put(13276, "小法"); map.put(10583, "小鸭"); System.out.println("\nHash table after insertion:\nKey -> Value"); map.print(); /* Lookup operation */ // Look up key in the hash table to obtain value String name = map.get(13276); System.out.println("\nLook up student ID 13276 to obtain the name " + name); /* Remove operation */ // Remove the key-value pair (key, value) from the hash table map.remove(12836); System.out.println("\nHash table after removing 12836:\nKey -> Value"); map.print(); } }