Mastering Java Queue Interface and PriorityQueue Class: Unlocking Efficient and Prioritized Data Handling

Java Queue Interface and PriorityQueue Class

  • In Java, the Queue interface and the PriorityQueue class are portion of the Java Collections Framework, giving effective tools for overseeing collections of components with particular ordering and recovery techniques.
  • Whereas Queue offers a general-purpose interface for working with ordered collections, PriorityQueue expands it with functionality that permits components to be prepared based on their need instead of their insertion order

Java Queue Interface

  • The Queue interface, part of java.util package, speaks to a collection planned for holding components earlier to preparing.
  • It is an ordered collection that regularly takes after the first In, First Out (FIFO) principle.
  • The Queue interface gives strategies for adding, removing, and analyzing components within the collection.
Queue Interface
Queue Interface

Key highlights of the Queue interface include:

1.FIFO Ordering: Components are retrieved within the order they were added, with the first component added being the first one to be removed.

2.Methods:

  • add(E e): Inserts the required component into the queue. Throws an IllegalStateException in case the queue is full.
  • offer(E e): Comparative to add(), but it returns false in case the queue is full rather than throwing an exception.
  • remove(): Removes and returns the component at the front of the queue. Throws an exception in the event that the queue is empty.
  • poll(): Removes and returns the component at the front of the queue, or returns invalid in case the queue is empty.
  • peek(): Returns, but does not remove, the component at the front of the queue, or invalid in case the queue is empty.
  • element(): Returns the element at the front without removing it, throwing an exception in case the queue is empty.

 

3.Implementations of Queue:

  • LinkedList: Implements the Queue interface and supports proficient insertion and removal of components at both ends.
  • PriorityQueue: A particular implementation of a queue that orders components based on their need.
  • ArrayDeque: A resizable array implementation of the Deque interface, which moreover works as a queue.

 

PriorityQueue Class

  • The PriorityQueue class in Java is a specialized implementation of the Queue interface that orders components based on their need instead of the order in which they were added.
  • It implements a heap-based priority queue, where the component with the highest (or lowest) priority is continuously at the head of the queue.
PriorityQueue Class
PriorityQueue Class

Key Highlights of PriorityQueue:

 

1.Ordering of Elements:
  • By default, the PriorityQueue orders components agreeing to their natural ordering (ascending arrange for numbers or strings).
  • You’ll too supply a custom comparator to characterize the order, permitting for descending arrange or any self-assertive order based on your needs.
2.Heap Structure:
  • Inside, PriorityQueue uses a min-heap structure by default, meaning the smallest component is given the highest priority.
  • This guarantees productive recovery of the least component in logarithmic time.
  • In case a custom comparator is given, it can turn the PriorityQueue into a max-heap or any other order based on the comparator’s logic.
3.Important Methods:
  • add(E e): Adds the required component to the queue.
  • offer(E e): Adds the required component to the queue, returning false in case the queue is full.
  • poll(): Retrieves and removes the head of the queue (the component with the highest priority).
  • peek(): Retrieves but does not remove the head of the queue (the component with the highest priority).
  • remove(): Removes a particular component from the queue.
  • comparator(): Returns the comparator utilized to order the components, or invalid in the event that the queue uses the natural ordering.
4.Handling Duplicates:
  • The PriorityQueue permits duplicate components unless a custom comparator is utilized that explicitly avoids them.

 

Example of Using PriorityQueue

import java.util.*;

public class PriorityQueueExample {
public static void main(String[] args) {
// Creating a PriorityQueue of integers
PriorityQueue<Integer> queue = new PriorityQueue<>();

// Adding elements to the PriorityQueue
queue.add(10);
queue.add(20);
queue.add(5);
queue.add(15);

// Displaying elements in order of priority (smallest to largest)
System.out.println("PriorityQueue (Min-Heap Order): " + queue);

// Polling elements (removes the smallest element)
System.out.println("Polled element: " + queue.poll()); // Output: 5
System.out.println("PriorityQueue after poll: " + queue);

// Peek at the top element without removing it
System.out.println("Peek at the top element: " + queue.peek()); // Output: 10
}
}

Output:

PriorityQueue (Min-Heap Order): [5, 10, 20, 15]
Polled element: 5
PriorityQueue after poll: [10, 15, 20]
Peek at the top element: 10

  • In this case, the PriorityQueue is using the natural ordering of integers (min-heap). The smallest component (5) is polled first. After polling, the another smallest component, 10, becomes the head of the queue.

 

Example of Custom Ordering with Comparator

import java.util.*;

public class PriorityQueueCustomOrder {
public static void main(String[] args) {
// Creating a PriorityQueue with a custom comparator for descending order
PriorityQueue<Integer> queue = new PriorityQueue<>(Collections.reverseOrder());

// Adding elements to the PriorityQueue
queue.add(10);
queue.add(20);
queue.add(5);
queue.add(15);

// Displaying elements in order of priority (largest to smallest)
System.out.println("PriorityQueue (Max-Heap Order): " + queue);

// Polling elements (removes the largest element)
System.out.println("Polled element: " + queue.poll()); // Output: 20
}
}

Output:

PriorityQueue (Max-Heap Order): [20, 15, 5, 10]
Polled element: 20

  • In this case, the PriorityQueue uses a custom comparator (Collections.reverseOrder()) to preserve a max-heap, so the largest component (20) is polled first.

 

Key Differences Between Queue and PriorityQueue

1.Ordering:

  • Whereas a standard Queue (like LinkedList) takes after the FIFO rule, PriorityQueue orders its components based on their priority, using a natural ordering or a custom comparator.

2.Use Cases:
  • A Queue is perfect for general-purpose sequential processing of components (like task planning).
  • A PriorityQueue, on the other hand, is best utilized in scenarios like task planning, Dijkstra’s algorithm, and A search*, where the order of processing is decided by the priority of the components.

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