/** * File: hash_map_open_addressing.swift * Created Time: 2023-06-28 * Author: nuomi1 (nuomi1@qq.com) */ import utils /* Open addressing hash table */ class HashMapOpenAddressing { var size: Int // Number of key-value pairs var capacity: Int // Hash table capacity var loadThres: Double // Load factor threshold for triggering expansion var extendRatio: Int // Expansion multiplier var buckets: [Pair?] // Bucket array var TOMBSTONE: Pair // Removal mark /* Constructor */ init() { size = 0 capacity = 4 loadThres = 2.0 / 3.0 extendRatio = 2 buckets = Array(repeating: nil, count: capacity) TOMBSTONE = Pair(key: -1, val: "-1") } /* Hash function */ func hashFunc(key: Int) -> Int { key % capacity } /* Load factor */ func loadFactor() -> Double { Double(size) / Double(capacity) } /* Search for the bucket index corresponding to key */ func findBucket(key: Int) -> Int { var index = hashFunc(key: key) var firstTombstone = -1 // Linear probing, break when encountering an empty bucket while buckets[index] != nil { // 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 */ func get(key: Int) -> String? { // Search for the bucket index corresponding to key let index = findBucket(key: key) // If the key-value pair is found, return the corresponding val if buckets[index] != nil, buckets[index] != TOMBSTONE { return buckets[index]!.val } // If the key-value pair does not exist, return null return nil } /* Add operation */ func put(key: Int, val: String) { // When the load factor exceeds the threshold, perform expansion if loadFactor() > loadThres { extend() } // Search for the bucket index corresponding to key let index = findBucket(key: key) // If the key-value pair is found, overwrite val and return if buckets[index] != nil, buckets[index] != TOMBSTONE { buckets[index]!.val = val return } // If the key-value pair does not exist, add the key-value pair buckets[index] = Pair(key: key, val: val) size += 1 } /* Remove operation */ func remove(key: Int) { // Search for the bucket index corresponding to key let index = findBucket(key: key) // If the key-value pair is found, cover it with a removal mark if buckets[index] != nil, buckets[index] != TOMBSTONE { buckets[index] = TOMBSTONE size -= 1 } } /* Extend hash table */ func extend() { // Temporarily store the original hash table let bucketsTmp = buckets // Initialize the extended new hash table capacity *= extendRatio buckets = Array(repeating: nil, count: capacity) size = 0 // Move key-value pairs from the original hash table to the new hash table for pair in bucketsTmp { if let pair, pair != TOMBSTONE { put(key: pair.key, val: pair.val) } } } /* Print hash table */ func print() { for pair in buckets { if pair == nil { Swift.print("null") } else if pair == TOMBSTONE { Swift.print("TOMBSTONE") } else { Swift.print("\(pair!.key) -> \(pair!.val)") } } } } @main enum _HashMapOpenAddressing { /* Driver Code */ static func main() { /* Initialize hash table */ let map = HashMapOpenAddressing() /* Add operation */ // Add key-value pair (key, value) to the hash table map.put(key: 12836, val: "Ha") map.put(key: 15937, val: "Luo") map.put(key: 16750, val: "Suan") map.put(key: 13276, val: "Fa") map.put(key: 10583, val: "Ya") print("\nAfter adding, the hash table is\nKey -> Value") map.print() /* Query operation */ // Enter key to the hash table, get value let name = map.get(key: 13276) print("\nInput student ID 13276, found name \(name!)") /* Remove operation */ // Remove key-value pair (key, value) from the hash table map.remove(key: 16750) print("\nAfter removing 16750, the hash table is\nKey -> Value") map.print() } }