hello-algo/en/codes/kotlin/chapter_hashing/hash_map_open_addressing.kt

161 lines
5.2 KiB
Kotlin

/**
* File: hash_map_open_addressing.kt
* Created Time: 2024-01-25
* Author: curtishd (1023632660@qq.com)
*/
package chapter_hashing
/* Open addressing hash table */
class HashMapOpenAddressing {
private var size: Int // Number of key-value pairs
private var capacity: Int // Hash table capacity
private val loadThres: Double // Load factor threshold for triggering expansion
private val extendRatio: Int // Expansion multiplier
private var buckets: Array<Pair?> // Bucket array
private val TOMBSTONE: Pair // Removal mark
/* Constructor */
init {
size = 0
capacity = 4
loadThres = 2.0 / 3.0
extendRatio = 2
buckets = arrayOfNulls(capacity)
TOMBSTONE = Pair(-1, "-1")
}
/* Hash function */
fun hashFunc(key: Int): Int {
return key % capacity
}
/* Load factor */
fun loadFactor(): Double {
return (size / capacity).toDouble()
}
/* Search for the bucket index corresponding to key */
fun findBucket(key: Int): Int {
var index = hashFunc(key)
var 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 if (firstTombstone == -1) index else firstTombstone
}
/* Query operation */
fun get(key: Int): String? {
// Search for the bucket index corresponding to key
val 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 */
fun 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
val 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] = Pair(key, _val)
size++
}
/* Remove operation */
fun remove(key: Int) {
// Search for the bucket index corresponding to key
val 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 */
fun extend() {
// Temporarily store the original hash table
val bucketsTmp = buckets
// Initialize the extended new hash table
capacity *= extendRatio
buckets = arrayOfNulls(capacity)
size = 0
// Move key-value pairs from the original hash table to the new hash table
for (pair in bucketsTmp) {
if (pair != null && pair != TOMBSTONE) {
put(pair.key, pair._val)
}
}
}
/* Print hash table */
fun print() {
for (pair in buckets) {
if (pair == null) {
println("null")
} else if (pair == TOMBSTONE) {
println("TOMESTOME")
} else {
println("${pair.key} -> ${pair._val}")
}
}
}
}
/* Driver Code */
fun main() {
// Initialize hash table
val hashmap = HashMapOpenAddressing()
// Add operation
// Add key-value pair (key, val) to the hash table
hashmap.put(12836, "Ha")
hashmap.put(15937, "Luo")
hashmap.put(16750, "Suan")
hashmap.put(13276, "Fa")
hashmap.put(10583, "Ya")
println("\nAfter adding, the hash table is\nKey -> Value")
hashmap.print()
// Query operation
// Enter key to the hash table, get value val
val name = hashmap.get(13276)
println("\nInput student ID 13276, found name $name")
// Remove operation
// Remove key-value pair (key, val) from the hash table
hashmap.remove(16750)
println("\nAfter removing 16750, the hash table is\nKey -> Value")
hashmap.print()
}