/** * File: hash_map_open_addressing.cs * Created Time: 2023-06-26 * Author: hpstory (hpstory1024@163.com) */ namespace hello_algo.chapter_hashing; /* Open addressing hash table */ class HashMapOpenAddressing { int size; // Number of key-value pairs int capacity = 4; // Hash table capacity double loadThres = 2.0 / 3.0; // Load factor threshold for triggering expansion int extendRatio = 2; // Expansion multiplier Pair[] buckets; // Bucket array Pair TOMBSTONE = new(-1, "-1"); // Removal mark /* Constructor */ public HashMapOpenAddressing() { size = 0; buckets = new Pair[capacity]; } /* Hash function */ int HashFunc(int key) { return key % capacity; } /* Load factor */ double LoadFactor() { return (double)size / capacity; } /* Search for the bucket index corresponding to key */ int FindBucket(int key) { int index = HashFunc(key); int firstTombstone = -1; // Linear probing, break when encountering an empty bucket while (buckets[index] != null) { // If the key is encountered, return the corresponding bucket index if (buckets[index].key == key) { // If a removal mark was encountered earlier, 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 encountered removal mark if (firstTombstone == -1 && buckets[index] == TOMBSTONE) { firstTombstone = index; } // Calculate the bucket index, return to the head if exceeding the tail index = (index + 1) % capacity; } // If the key does not exist, return the index of the insertion point return firstTombstone == -1 ? index : firstTombstone; } /* Query operation */ public string? Get(int key) { // Search for the bucket index corresponding to key int index = FindBucket(key); // If the key-value pair is found, return the corresponding val if (buckets[index] != null && buckets[index] != TOMBSTONE) { return buckets[index].val; } // If the key-value pair does not exist, return null return null; } /* Add operation */ public void Put(int key, string val) { // When the load factor exceeds the threshold, perform expansion if (LoadFactor() > loadThres) { Extend(); } // Search for the bucket index corresponding to key int index = FindBucket(key); // If the key-value pair is found, overwrite val and return if (buckets[index] != null && buckets[index] != TOMBSTONE) { buckets[index].val = val; return; } // If the 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 the bucket index corresponding to key int index = FindBucket(key); // If the key-value pair is found, cover it with a removal mark if (buckets[index] != null && buckets[index] != TOMBSTONE) { buckets[index] = TOMBSTONE; size--; } } /* Extend hash table */ void Extend() { // Temporarily store the original hash table Pair[] bucketsTmp = buckets; // Initialize the extended new hash table capacity *= extendRatio; buckets = new Pair[capacity]; size = 0; // Move key-value pairs from the original hash table to the new hash table foreach (Pair pair in bucketsTmp) { if (pair != null && pair != TOMBSTONE) { Put(pair.key, pair.val); } } } /* Print hash table */ public void Print() { foreach (Pair pair in buckets) { if (pair == null) { Console.WriteLine("null"); } else if (pair == TOMBSTONE) { Console.WriteLine("TOMBSTONE"); } else { Console.WriteLine(pair.key + " -> " + pair.val); } } } } public class hash_map_open_addressing { [Test] public void Test() { /* Initialize hash table */ HashMapOpenAddressing map = new(); /* 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.WriteLine("\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); Console.WriteLine("\nEnter student ID 13276, found name " + name); /* Remove operation */ // Remove key-value pair (key, value) from the hash table map.Remove(16750); Console.WriteLine("\nAfter removing 16750, the hash table is\nKey -> Value"); map.Print(); } }