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optimizing-fast-lookup

Implements fast O(1) lookup patterns using HashSet, FrozenSet, and optimized Dictionary in .NET. Use when building high-performance search or membership testing operations.

personAuthor: jakexiaohubgithub

.NET Fast Lookup

A guide for fast lookup APIs leveraging O(1) time complexity.

Quick Reference: See QUICKREF.md for essential patterns at a glance.

1. Core APIs

| API | Time Complexity | Features | |-----|-----------------|----------| | HashSet<T> | O(1) | Mutable, no duplicates | | FrozenSet<T> | O(1) | Immutable, .NET 8+ | | Dictionary<K,V> | O(1) | Mutable, Key-Value | | FrozenDictionary<K,V> | O(1) | Immutable, .NET 8+ |


2. HashSet<T>

// O(1) time complexity for existence check
var allowedIds = new HashSet<int> { 1, 2, 3, 4, 5 };

if (allowedIds.Contains(userId))
{
    // Allowed user
}

// Set operations
setA.IntersectWith(setB); // Intersection
setA.UnionWith(setB);     // Union
setA.ExceptWith(setB);    // Difference

3. FrozenSet<T> (.NET 8+)

using System.Collections.Frozen;

// Immutable fast lookup (read-only scenarios)
var allowedExtensions = new[] { ".jpg", ".png", ".gif" }
    .ToFrozenSet(StringComparer.OrdinalIgnoreCase);

if (allowedExtensions.Contains(fileExtension))
{
    // Allowed extension
}

4. Dictionary<K,V> Optimization

// ❌ Two lookups
if (dict.ContainsKey(key))
{
    var value = dict[key];
}

// ✅ Single lookup
if (dict.TryGetValue(key, out var value))
{
    // Use value
}

// Lookup with default value
var value = dict.GetValueOrDefault(key, defaultValue);

5. Comparer Optimization

// Case-insensitive string comparison
var set = new HashSet<string>(StringComparer.OrdinalIgnoreCase);
set.Add("Hello");
set.Contains("HELLO"); // true

6. When to Use

| Scenario | Recommended Collection | |----------|------------------------| | Frequently modified set | HashSet<T> | | Read-only configuration data | FrozenSet<T> | | Frequent existence checks | HashSet<T> / FrozenSet<T> | | Key-Value cache | Dictionary<K,V> | | Static mapping table | FrozenDictionary<K,V> |


7. References