/** * 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 that triggers capacity growth int extendRatio; // Capacity growth factor 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; } /* Lookup operation */ string get(int key) { int index = hashFunc(key); // Traverse the bucket; if key is found, return its corresponding val for (Pair *pair : buckets[index]) { if (pair->key == key) { return pair->val; } } // Return an empty string if key is not found return ""; } /* 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); // Traverse the bucket; if the specified key is found, update its val and return for (Pair *pair : buckets[index]) { if (pair->key == key) { pair->val = val; return; } } // If key is absent, append the key-value pair at 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 the bucket and remove the key-value pair for (int i = 0; i < bucket.size(); i++) { if (bucket[i]->key == key) { Pair *tmp = bucket[i]; bucket.erase(bucket.begin() + i); // Remove the key-value pair from the list delete tmp; // Free memory size--; return; } } } /* Grow the hash table capacity */ void extend() { // Keep a copy of the original bucket array vector> bucketsTmp = buckets; // Initialize a new hash table with the expanded capacity capacity *= extendRatio; buckets.clear(); buckets.resize(capacity); size = 0; // Move the key-value pairs from the original hash table to the new one for (auto &bucket : bucketsTmp) { for (Pair *pair : bucket) { put(pair->key, pair->val); // Free memory delete pair; } } } /* Print the 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 the hash table */ HashMapChaining map = 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"); cout << "\nHash table after insertion:\nKey -> Value" << endl; map.print(); /* Lookup operation */ // Look up key in the hash table to obtain value string name = map.get(13276); cout << "\nLook up student ID 13276 to obtain the name " << name << endl; /* Remove operation */ // Remove the key-value pair (key, value) from the hash table map.remove(12836); cout << "\nHash table after removing 12836:\nKey -> Value" << endl; map.print(); return 0; }