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July 11, 2024

Difference between Hashset and Treeset in Java

 

In Java, both HashSet and TreeSet are implementations of the Set interface, which means they are collections that do not allow duplicate elements. However, they have different underlying data structures and characteristics. Here's a detailed comparison:

HashSet

Overview:

  • Implementation: Backed by a hash table.
  • Order: Does not guarantee any order of elements.
  • Performance: Provides constant-time performance for basic operations like add, remove, and contains.

Characteristics:

  • Null Elements: Allows one null element.
  • Performance: Generally faster than TreeSet for most operations (O(1) for add, remove, contains), assuming the hash function disperses elements properly among the buckets.
  • Hashing: Relies on the hashCode() method of the elements to determine where they should be placed.

Example:

import java.util.HashSet;

import java.util.Set;


public class HashSetExample {

    public static void main(String[] args) {

        Set<String> hashSet = new HashSet<>();

        hashSet.add("Apple");

        hashSet.add("Banana");

        hashSet.add("Cherry");


        System.out.println(hashSet);

    }

}


TreeSet

Overview:

  • Implementation: Backed by a red-black tree.
  • Order: Maintains elements in sorted order (natural order or using a specified comparator).

Characteristics:

  • Null Elements: Does not allow null elements (throws NullPointerException if attempted).
  • Performance: Generally slower than HashSet for most operations (O(log n) for add, remove, contains) due to the need to maintain the sorted order.
  • Sorting: Can automatically sort elements in their natural order or using a custom comparator provided at the set creation.

Example:

import java.util.Set;

import java.util.TreeSet;


public class TreeSetExample {

    public static void main(String[] args) {

        Set<String> treeSet = new TreeSet<>();

        treeSet.add("Apple");

        treeSet.add("Banana");

        treeSet.add("Cherry");


        System.out.println(treeSet);

    }

}


Key Differences

  1. Underlying Data Structure:

    • HashSet: Uses a hash table.
    • TreeSet: Uses a red-black tree (a type of self-balancing binary search tree).
  2. Ordering:

    • HashSet: Does not guarantee any specific order of elements.
    • TreeSet: Maintains elements in a sorted order.
  3. Performance:

    • HashSet: O(1) average time complexity for add, remove, and contains.
    • TreeSet: O(log n) time complexity for add, remove, and contains.
  4. Null Handling:

    • HashSet: Allows one null element.
    • TreeSet: Does not allow null elements.
  5. Usage:

    • Use HashSet when you need a fast, unordered collection with no duplicates.
    • Use TreeSet when you need a sorted set with no duplicates.

When to Use Which?

  • HashSet: Choose HashSet if you don't care about the order of elements and need fast performance for basic operations.
  • TreeSet: Choose TreeSet if you need a sorted set and can afford the additional overhead of maintaining order.

Both HashSet and TreeSet are useful in different scenarios, and understanding their differences can help you choose the right one for your specific use case.


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