/** * File: hash_map_chaining.cpp * Created Time: 2023-06-13 * Author: krahets (krahets@163.com) */ #include "./array_hash_map.cpp" /* Hash table with separate chaining */ class HashMapChaining { private: int size; // Number of key-value pairs int capacity; // Hash table capacity double loadThres; // Load factor threshold for triggering expansion int extendRatio; // Expansion multiplier vector> buckets; // Bucket array public: /* Constructor */ HashMapChaining() : size(0), capacity(4), loadThres(2.0 / 3.0), extendRatio(2) { buckets.resize(capacity); } /* Destructor */ ~HashMapChaining() { for (auto &bucket : buckets) { for (Pair *pair : bucket) { // Free memory delete pair; } } } /* Hash function */ int hashFunc(int key) { return key % capacity; } /* Load factor */ double loadFactor() { return (double)size / (double)capacity; } /* Query operation */ string get(int key) { int index = hashFunc(key); // Traverse bucket, if key is found, return corresponding val for (Pair *pair : buckets[index]) { if (pair->key == key) { return pair->val; } } // Return empty string if key not found return ""; } /* Add operation */ void put(int key, string val) { // When load factor exceeds threshold, perform expansion if (loadFactor() > loadThres) { extend(); } int index = hashFunc(key); // Traverse bucket, if specified key is encountered, update corresponding val and return for (Pair *pair : buckets[index]) { if (pair->key == key) { pair->val = val; return; } } // If key does not exist, append key-value pair to the end buckets[index].push_back(new Pair(key, val)); size++; } /* Remove operation */ void remove(int key) { int index = hashFunc(key); auto &bucket = buckets[index]; // Traverse bucket and remove key-value pair from it for (int i = 0; i < bucket.size(); i++) { if (bucket[i]->key == key) { Pair *tmp = bucket[i]; bucket.erase(bucket.begin() + i); // Remove key-value pair from it delete tmp; // Free memory size--; return; } } } /* Expand hash table */ void extend() { // Temporarily store the original hash table vector> bucketsTmp = buckets; // Initialize expanded new hash table capacity *= extendRatio; buckets.clear(); buckets.resize(capacity); size = 0; // Move key-value pairs from original hash table to new hash table for (auto &bucket : bucketsTmp) { for (Pair *pair : bucket) { put(pair->key, pair->val); // Free memory delete pair; } } } /* Print hash table */ void print() { for (auto &bucket : buckets) { cout << "["; for (Pair *pair : bucket) { cout << pair->key << " -> " << pair->val << ", "; } cout << "]\n"; } } }; /* Driver Code */ int main() { /* Initialize hash table */ HashMapChaining map = HashMapChaining(); /* Add operation */ // Add key-value pair (key, value) to the hash table map.put(12836, "Xiao Ha"); map.put(15937, "Xiao Luo"); map.put(16750, "Xiao Suan"); map.put(13276, "Xiao Fa"); map.put(10583, "Xiao Ya"); cout << "\nAfter adding is complete, hash table is\nKey -> Value" << endl; map.print(); /* Query operation */ // Input key into hash table to get value string name = map.get(13276); cout << "\nInput student ID 13276, query name " << name << endl; /* Remove operation */ // Remove key-value pair (key, value) from hash table map.remove(12836); cout << "\nAfter removing 12836, hash table is\nKey -> Value" << endl; map.print(); return 0; }