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HashTable.cs
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HashTable.cs
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using System;
using System.Collections.Generic;
using System.Linq;
using DataStructures.Hashing.NumberTheory;
namespace DataStructures.Hashing;
/// <summary>
/// Hash table implementation.
/// </summary>
/// <typeparam name="TKey">Type of the key.</typeparam>
/// <typeparam name="TValue">Type of the value.</typeparam>
public class HashTable<TKey, TValue>
{
private const int DefaultCapacity = 16;
private const float DefaultLoadFactor = 0.75f;
private readonly float loadFactor;
private int capacity;
private int size;
private int threshold;
private int version;
private Entry<TKey, TValue>?[] entries;
/// <summary>
/// Gets the number of elements in the hash table.
/// </summary>
public int Count => size;
/// <summary>
/// Gets the capacity of the hash table.
/// </summary>
public int Capacity => capacity;
/// <summary>
/// Gets the load factor of the hash table.
/// </summary>
public float LoadFactor => loadFactor;
/// <summary>
/// Gets the keys in the hash table.
/// </summary>
public IEnumerable<TKey> Keys => entries.Where(e => e != null).Select(e => e!.Key!);
/// <summary>
/// Gets the values in the hash table.
/// </summary>
public IEnumerable<TValue> Values => entries.Where(e => e != null).Select(e => e!.Value!);
/// <summary>
/// Gets or sets the value associated with the specified key.
/// </summary>
/// <param name="key">Key to get or set.</param>
/// <returns>Value associated with the key.</returns>
public TValue this[TKey? key]
{
get
{
if (EqualityComparer<TKey>.Default.Equals(key, default(TKey)))
{
throw new ArgumentNullException(nameof(key));
}
var entry = FindEntry(key);
if (entry == null)
{
throw new KeyNotFoundException();
}
return entry.Value!;
}
set
{
if (EqualityComparer<TKey>.Default.Equals(key, default(TKey)))
{
throw new ArgumentNullException(nameof(key));
}
var entry = FindEntry(key);
if (entry == null)
{
throw new KeyNotFoundException();
}
entry.Value = value;
version++;
}
}
/// <summary>
/// Initializes a new instance of the <see cref="HashTable{TKey, TValue}"/> class.
/// </summary>
/// <param name="capacity">Initial capacity of the hash table.</param>
/// <param name="loadFactor">Load factor of the hash table.</param>
/// <exception cref="ArgumentOutOfRangeException">Thrown when <paramref name="capacity"/> is less than or equal to 0.</exception>
/// <exception cref="ArgumentOutOfRangeException">Thrown when <paramref name="loadFactor"/> is less than or equal to 0.</exception>
/// <exception cref="ArgumentOutOfRangeException">Thrown when <paramref name="loadFactor"/> is greater than 1.</exception>
/// <remarks>
/// <paramref name="capacity"/> is rounded to the next prime number.
/// </remarks>
/// <see cref="PrimeNumber.NextPrime(int, int, bool)"/>
/// <see cref="PrimeNumber.IsPrime(int)"/>
public HashTable(int capacity = DefaultCapacity, float loadFactor = DefaultLoadFactor)
{
if (capacity <= 0)
{
throw new ArgumentOutOfRangeException(nameof(capacity), "Capacity must be greater than 0");
}
if (loadFactor <= 0)
{
throw new ArgumentOutOfRangeException(nameof(loadFactor), "Load factor must be greater than 0");
}
if (loadFactor > 1)
{
throw new ArgumentOutOfRangeException(nameof(loadFactor), "Load factor must be less than or equal to 1");
}
this.capacity = PrimeNumber.NextPrime(capacity);
this.loadFactor = loadFactor;
threshold = (int)(this.capacity * loadFactor);
entries = new Entry<TKey, TValue>[this.capacity];
}
/// <summary>
/// Adds a key-value pair to the hash table.
/// </summary>
/// <param name="key">Key to add.</param>
/// <param name="value">Value to add.</param>
/// <exception cref="ArgumentNullException">Thrown when <paramref name="key"/> is null.</exception>
/// <exception cref="ArgumentException">Thrown when <paramref name="key"/> already exists in the hash table.</exception>
/// <remarks>
/// If the number of elements in the hash table is greater than or equal to the threshold, the hash table is resized.
/// </remarks>
public void Add(TKey? key, TValue? value)
{
if (EqualityComparer<TKey>.Default.Equals(key, default(TKey)))
{
throw new ArgumentNullException(nameof(key));
}
if (size >= threshold)
{
Resize();
}
var index = GetIndex(key);
if (
entries[index] != null &&
EqualityComparer<TKey>.Default.Equals(entries[index]!.Key!, key))
{
throw new ArgumentException("Key already exists");
}
if (EqualityComparer<TValue>.Default.Equals(value, default(TValue)))
{
throw new ArgumentNullException(nameof(value));
}
entries[index] = new Entry<TKey, TValue>(key!, value!);
size++;
version++;
}
/// <summary>
/// Removes the key-value pair associated with the specified key.
/// </summary>
/// <param name="key">Key to remove.</param>
/// <returns>True if the key-value pair was removed, false otherwise.</returns>
/// <exception cref="ArgumentNullException">Thrown when <paramref name="key"/> is null.</exception>
/// <remarks>
/// If the number of elements in the hash table is less than or equal to the threshold divided by 4, the hash table is resized.
/// </remarks>
public bool Remove(TKey? key)
{
if (EqualityComparer<TKey>.Default.Equals(key, default(TKey)))
{
throw new ArgumentNullException(nameof(key));
}
var index = GetIndex(key);
if (entries[index] == null)
{
return false;
}
entries[index] = null;
size--;
version++;
if (size <= threshold / 4)
{
Resize();
}
return true;
}
/// <summary>
/// Find the index of the entry associated with the specified key.
/// </summary>
/// <param name="key">Key to find.</param>
/// <returns>Index of the entry associated with the key.</returns>
/// <exception cref="ArgumentNullException">Thrown when <paramref name="key"/> is null.</exception>
public int GetIndex(TKey? key)
{
if (EqualityComparer<TKey>.Default.Equals(key, default(TKey)))
{
throw new ArgumentNullException(nameof(key));
}
var hash = key!.GetHashCode();
var index = hash % capacity;
if (index < 0)
{
index += capacity;
}
return index;
}
/// <summary>
/// Finds the entry associated with the specified key.
/// </summary>
/// <param name="key">Key to find.</param>
/// <returns>Entry associated with the key.</returns>
/// <exception cref="ArgumentNullException">Thrown when <paramref name="key"/> is null.</exception>
/// <remarks>
/// This method uses <see cref="GetIndex(TKey)"/> internally.
/// </remarks>
public Entry<TKey, TValue>? FindEntry(TKey? key)
{
if (EqualityComparer<TKey>.Default.Equals(key, default(TKey)))
{
throw new ArgumentNullException(nameof(key));
}
var index = GetIndex(key);
return entries[index];
}
/// <summary>
/// Checks if the hash table contains the specified key.
/// </summary>
/// <param name="key">Key to check.</param>
/// <returns>True if the hash table contains the key, false otherwise.</returns>
/// <exception cref="ArgumentNullException">Thrown when <paramref name="key"/> is null.</exception>
/// <remarks>
/// This method uses <see cref="FindEntry(TKey)"/> internally.
/// </remarks>
public bool ContainsKey(TKey? key)
{
if (EqualityComparer<TKey>.Default.Equals(key, default(TKey)))
{
throw new ArgumentNullException(nameof(key));
}
return FindEntry(key) != null;
}
/// <summary>
/// Checks if the hash table contains the specified value.
/// </summary>
/// <param name="value">Value to check.</param>
/// <returns>True if the hash table contains the value, false otherwise.</returns>
public bool ContainsValue(TValue? value)
{
if (EqualityComparer<TValue>.Default.Equals(value, default(TValue)))
{
throw new ArgumentNullException(nameof(value));
}
return entries.Any(e => e != null && e.Value!.Equals(value));
}
/// <summary>
/// Clears the hash table.
/// </summary>
/// <remarks>
/// This method resets the capacity of the hash table to the default capacity.
/// </remarks>
public void Clear()
{
capacity = DefaultCapacity;
threshold = (int)(capacity * loadFactor);
entries = new Entry<TKey, TValue>[capacity];
size = 0;
version++;
}
/// <summary>
/// Resizes the hash table.
/// </summary>
/// <remarks>
/// This method doubles the capacity of the hash table and rehashes all the elements.
/// </remarks>
public void Resize()
{
var newCapacity = capacity * 2;
var newEntries = new Entry<TKey, TValue>[newCapacity];
foreach (var entry in entries)
{
if (entry == null)
{
continue;
}
var index = entry.Key!.GetHashCode() % newCapacity;
if (index < 0)
{
index += newCapacity;
}
newEntries[index] = entry;
}
capacity = newCapacity;
threshold = (int)(capacity * loadFactor);
entries = newEntries;
version++;
}
}