/** * File: hash_map_open_addressing.java * Created Time: 2023-06-13 * Author: krahets (krahets@163.com) */ package chapter_hashing; /* Hash table with open addressing */ class HashMapOpenAddressing { private int size; // Number of key-value pairs private int capacity = 4; // Hash table capacity private final double loadThres = 2.0 / 3.0; // Load factor threshold for triggering expansion private final int extendRatio = 2; // Expansion multiplier private Pair[] buckets; // Bucket array private final Pair TOMBSTONE = new Pair(-1, "-1"); // Removal marker /* Constructor */ public HashMapOpenAddressing() { size = 0; buckets = new Pair[capacity]; } /* Hash function */ private int hashFunc(int key) { return key % capacity; } /* Load factor */ private double loadFactor() { return (double) size / capacity; } /* Search for bucket index corresponding to key */ private int findBucket(int key) { int index = hashFunc(key); int firstTombstone = -1; // Linear probing, break when encountering an empty bucket while (buckets[index] != null) { // If key is encountered, return the corresponding bucket index if (buckets[index].key == key) { // If a removal marker was encountered before, move the key-value pair to that index if (firstTombstone != -1) { buckets[firstTombstone] = buckets[index]; buckets[index] = TOMBSTONE; return firstTombstone; // Return the moved bucket index } return index; // Return bucket index } // Record the first removal marker encountered if (firstTombstone == -1 && buckets[index] == TOMBSTONE) { firstTombstone = index; } // Calculate bucket index, wrap around to the head if past the tail index = (index + 1) % capacity; } // If key does not exist, return the index for insertion return firstTombstone == -1 ? index : firstTombstone; } /* Query operation */ public String get(int key) { // Search for bucket index corresponding to key int index = findBucket(key); // If key-value pair is found, return corresponding val if (buckets[index] != null && buckets[index] != TOMBSTONE) { return buckets[index].val; } // If key-value pair does not exist, return null return null; } /* Add operation */ public void put(int key, String val) { // When load factor exceeds threshold, perform expansion if (loadFactor() > loadThres) { extend(); } // Search for bucket index corresponding to key int index = findBucket(key); // If key-value pair is found, overwrite val and return if (buckets[index] != null && buckets[index] != TOMBSTONE) { buckets[index].val = val; return; } // If key-value pair does not exist, add the key-value pair buckets[index] = new Pair(key, val); size++; } /* Remove operation */ public void remove(int key) { // Search for bucket index corresponding to key int index = findBucket(key); // If key-value pair is found, overwrite it with removal marker if (buckets[index] != null && buckets[index] != TOMBSTONE) { buckets[index] = TOMBSTONE; size--; } } /* Expand hash table */ private void extend() { // Temporarily store the original hash table Pair[] bucketsTmp = buckets; // Initialize expanded new hash table capacity *= extendRatio; buckets = new Pair[capacity]; size = 0; // Move key-value pairs from original hash table to new hash table for (Pair pair : bucketsTmp) { if (pair != null && pair != TOMBSTONE) { put(pair.key, pair.val); } } } /* Print hash table */ public void print() { for (Pair pair : buckets) { if (pair == null) { System.out.println("null"); } else if (pair == TOMBSTONE) { System.out.println("TOMBSTONE"); } else { System.out.println(pair.key + " -> " + pair.val); } } } } public class hash_map_open_addressing { public static void main(String[] args) { // Initialize hash table HashMapOpenAddressing hashmap = new HashMapOpenAddressing(); // Add operation // Add key-value pair (key, val) to the hash table hashmap.put(12836, "Xiao Ha"); hashmap.put(15937, "Xiao Luo"); hashmap.put(16750, "Xiao Suan"); hashmap.put(13276, "Xiao Fa"); hashmap.put(10583, "Xiao Ya"); System.out.println("\nAfter adding is complete, hash table is\nKey -> Value"); hashmap.print(); // Query operation // Input key into hash table to get value val String name = hashmap.get(13276); System.out.println("\nInput student ID 13276, query name " + name); // Remove operation // Remove key-value pair (key, val) from hash table hashmap.remove(16750); System.out.println("\nAfter removing 16750, hash table is\nKey -> Value"); hashmap.print(); } }