Hacks

/* This is wrapper class...
 Objective would be to push more functionality into this Class to enforce consistent definition
 */
public abstract class Collectable implements Comparable <Collectable> {
	public final String masterType = "Collectable";
	private String type;	// extender should define their data type

	// enumerated interface
	public interface KeyTypes {
		String name();
	}
	protected abstract KeyTypes getKey();  	// this method helps force usage of KeyTypes

	// getter
	public String getMasterType() {
		return masterType;
	}

	// getter
	public String getType() {
		return type;
	}

	// setter
	public void setType(String type) {
		this.type = type;
	}
	
	// this method is used to establish key order
	public abstract String toString();

	// this method is used to compare toString of objects
	public int compareTo(Collectable obj) {
		return this.toString().compareTo(obj.toString());
	}

	// static print method used by extended classes
	public static void print(Collectable[] objs) {
		// print 'Object' properties
		System.out.println(objs.getClass() + " " + objs.length);

		// print 'Collectable' properties
		if (objs.length > 0) {
			Collectable obj = objs[0];	// Look at properties of 1st element
			System.out.println(
					obj.getMasterType() + ": " + 
					obj.getType() +
					" listed by " +
					obj.getKey());
		}

		// print "Collectable: Objects'
		for(Object o : objs)	// observe that type is Opaque
			System.out.println(o);

		System.out.println();
	}
}

/*
 * Animal class extends Collectable and defines abstract methods
 */
public class Animal extends Collectable {
	// Class data
	public static KeyTypes key = KeyType.title;  // static initializer
	public static void setOrder(KeyTypes key) { Animal.key = key; }
	public enum KeyType implements KeyTypes {title, name, age, color}

	// Instance data
	private final String name;
	private final int age;
	private final String color;

	/* constructor
	 *
	 */
	public Animal(String name, int age, String color)
	{
		super.setType("Animal");
		this.name = name;
		this.age = age;
		this.color = color;
	}

	/* 'Collectable' requires getKey to help enforce KeyTypes usage */
	@Override
	protected KeyTypes getKey() { return Animal.key; }

	/* Getters / Accessors
	 * 
	 */
	public String getName() { return this.name; }
	public int getAge() { return this.age; }
	public String getColor() { return this.color; }

	
	/* 'Collectable' requires toString override
	 * toString provides data based off of Static Key setting
	 */
	@Override
	public String toString()
	{
		String output="";
		if (KeyType.name.equals(this.getKey())) {
			output += this.name;
		} else if (KeyType.age.equals(this.getKey())) {
			output += "00" + this.age;
			output = output.substring(output.length() - 2);
		} else if (KeyType.color.equals(this.getKey())) {
			output += this.color;
		} else {
			output += super.getType() + ": " + this.name + ", " + this.color + ", " + this.age;
		}
		return output;
		
	}

	// Test data initializer
	public static Animal[] animals() {
		return new Animal[]{
				new Animal("Lion", 8, "Gold"),
				new Animal("Pig", 3, "Pink"),
				new Animal("Robin", 7, "Red"),
				new Animal("Cat", 10, "Black"),
				new Animal("Kitty", 1, "Calico"),
				new Animal("Dog", 14, "Brown")
		};
	}
	
	/* main to test Animal class
	 * 
	 */
	public static void main(String[] args)
	{
		// Inheritance Hierarchy
		Animal[] objs = animals();

		// print with title
		Animal.setOrder(KeyType.title);
		Animal.print(objs);

		// convert to Coolection and sort in name order
		Animal.setOrder(KeyType.name);
		List<Animal> animals = new ArrayList<Animal>(Arrays.asList(objs));  // Array has asList conversion
		Collections.sort(animals);
		Animal.setOrder(KeyType.title);
		for (Animal animal : animals)
			System.out.println(animal);
	}

}
Animal.main(null);

class [LREPL.$JShell$13$Animal; 6
Collectable: Animal listed by title
Animal: Lion, Gold, 8
Animal: Pig, Pink, 3
Animal: Robin, Red, 7
Animal: Cat, Black, 10
Animal: Kitty, Calico, 1
Animal: Dog, Brown, 14

Animal: Cat, Black, 10
Animal: Dog, Brown, 14
Animal: Kitty, Calico, 1
Animal: Lion, Gold, 8
Animal: Pig, Pink, 3
Animal: Robin, Red, 7

/**
 *  Implementation of a Double Linked List;  forward and backward links point to adjacent Nodes.
 *
 */

 public class LinkedList<T>
 {
     private T data;
     private LinkedList<T> prevNode, nextNode;
 
     /**
      *  Constructs a new element
      *
      * @param  data, data of object
      * @param  node, previous node
      */
     public LinkedList(T data, LinkedList<T> node)
     {
         this.setData(data);
         this.setPrevNode(node);
         this.setNextNode(null);
     }
 
     /**
      *  Clone an object,
      *
      * @param  node  object to clone
      */
     public LinkedList(LinkedList<T> node)
     {
         this.setData(node.data);
         this.setPrevNode(node.prevNode);
         this.setNextNode(node.nextNode);
     }
 
     /**
      *  Setter for T data in DoubleLinkedNode object
      *
      * @param  data, update data of object
      */
     public void setData(T data)
     {
         this.data = data;
     }
 
     /**
      *  Returns T data for this element
      *
      * @return  data associated with object
      */
     public T getData()
     {
         return this.data;
     }
 
     /**
      *  Setter for prevNode in DoubleLinkedNode object
      *
      * @param node, prevNode to current Object
      */
     public void setPrevNode(LinkedList<T> node)
     {
         this.prevNode = node;
     }
 
     /**
      *  Setter for nextNode in DoubleLinkedNode object
      *
      * @param node, nextNode to current Object
      */
     public void setNextNode(LinkedList<T> node)
     {
         this.nextNode = node;
     }
 
 
     /**
      *  Returns reference to previous object in list
      *
      * @return  the previous object in the list
      */
     public LinkedList<T> getPrevious()
     {
         return this.prevNode;
     }
 
     /**
      *  Returns reference to next object in list
      *
      * @return  the next object in the list
      */
     public LinkedList<T> getNext()
     {
         return this.nextNode;
     }
 
 }

ublic abstract class Collectable implements Comparable <Collectable> {
	public final String masterType = "Collectable";
	private String type;	// extender should define their data type

	// enumerated interface
	public interface KeyTypes {
		String name();
	}
	protected abstract KeyTypes getKey();  	// this method helps force usage of KeyTypes

	// getter
	public String getMasterType() {
		return masterType;
	}

	// getter
	public String getType() {
		return type;
	}

	// setter
	public void setType(String type) {
		this.type = type;
	}
	
	// this method is used to establish key order
	public abstract String toString();

	// this method is used to compare toString of objects
	public int compareTo(Collectable obj) {
		return this.toString().compareTo(obj.toString());
	}

	// static print method used by extended classes
	public static void print(Collectable[] objs) {
		// print 'Object' properties
		System.out.println(objs.getClass() + " " + objs.length);

		// print 'Collectable' properties
		if (objs.length > 0) {
			Collectable obj = objs[0];	// Look at properties of 1st element
			System.out.println(
					obj.getMasterType() + ": " + 
					obj.getType() +
					" listed by " +
					obj.getKey());
		}

		// print "Collectable: Objects'
		for(Object o : objs)	// observe that type is Opaque
			System.out.println(o);

		System.out.println();
	}
}

import java.util.Iterator;

/**
 * Queue Iterator
 *
 * 1. "has a" current reference in Queue
 * 2. supports iterable required methods for next that returns a generic T Object
 */
class QueueIterator<T> implements Iterator<T> {
    LinkedList<T> current;  // current element in iteration

    // QueueIterator is pointed to the head of the list for iteration
    public QueueIterator(LinkedList<T> head) {
        current = head;
    }

    // hasNext informs if next element exists
    public boolean hasNext() {
        return current != null;
    }

    // next returns data object and advances to next position in queue
    public T next() {
        T data = current.getData();
        current = current.getNext();
        return data;
    }
}

/**
 * Queue: custom implementation
 * @author     John Mortensen
 *
 * 1. Uses custom LinkedList of Generic type T
 * 2. Implements Iterable
 * 3. "has a" LinkedList for head and tail
 */
public class Queue<T> implements Iterable<T> {
    LinkedList<T> head = null, tail = null;

    /**
     *  Add a new object at the end of the Queue,
     *
     * @param  data,  is the data to be inserted in the Queue.
     */
    public void add(T data) {
        // add new object to end of Queue
        LinkedList<T> tail = new LinkedList<>(data, null);

        if (this.head == null)  // initial condition
            this.head = this.tail = tail;
        else {  // nodes in queue
            this.tail.setNextNode(tail); // current tail points to new tail
            this.tail = tail;  // update tail
        }
    }

    /**
     *  Returns the data of head.
     *
     * @return  data, the dequeued data
     */
    public T delete() {
        T data = this.peek();
        if (this.tail != null) { // initial condition
            this.head = this.head.getNext(); // current tail points to new tail
            if (this.head != null) {
                this.head.setPrevNode(tail);
            }
        }
        return data;
    }

    /**
     *  Returns the data of head.
     *
     * @return  this.head.getData(), the head data in Queue.
     */
    public T peek() {
        return this.head.getData();
    }

    /**
     *  Returns the head object.
     *
     * @return  this.head, the head object in Queue.
     */
    public LinkedList<T> getHead() {
        return this.head;
    }

    /**
     *  Returns the tail object.
     *
     * @return  this.tail, the last object in Queue
     */
    public LinkedList<T> getTail() {
        return this.tail;
    }

    /**
     *  Returns the iterator object.
     *
     * @return  this, instance of object
     */
    public Iterator<T> iterator() {
        return new QueueIterator<>(this.head);
    }
}

/**
 * Queue Manager
 * 1. "has a" Queue
 * 2. support management of Queue tasks (aka: titling, adding a list, printing)
 */
class QueueManager<T> {
    // queue data
    private final String name; // name of queue
    private int count = 0; // number of objects in queue
    public final Queue<T> queue = new Queue<>(); // queue object

    /**
     *  Queue constructor
     *  Title with empty queue
     */
    public QueueManager(String name) {
        this.name = name;
    }

    /**
     *  Queue constructor
     *  Title with series of Arrays of Objects
     */
    public QueueManager(String name, T[]... seriesOfObjects) {
        this.name = name;
        this.addList(seriesOfObjects);
    }

    /**
     * Add a list of objects to queue
     */
    public void addList(T[]... seriesOfObjects) {  //accepts multiple generic T lists
        for (T[] objects: seriesOfObjects)
            for (T data : objects) {
                this.queue.add(data);
                this.count++;
            }
    }

    /**
     * Print any array objects from queue
     */
    public void printQueue() {
        System.out.println(this.name + " count: " + count);
        System.out.print(this.name + " data: ");
        for (T data : queue)
            System.out.print(data + " ");
        System.out.println();
    }
}

|       ublic abstract class Collectable implements Comparable <Collectable> {
<identifier> expected

import java.util.HashSet;
import java.util.Set;

public class AnimalSet {
    public static void main(String[] args) {
        // create a new HashSet
        Set<String> animals = new HashSet<>();

        // add some elements to the Set
        animals.add("lion");
        animals.add("dog");
        animals.add("cat");

        // print out the Set
        System.out.println(animals);

        // check if an element is in the Set
        boolean hasLion = animals.contains("lion");
        System.out.println("Has lion: " + hasLion);

        // remove an element from the Set
        animals.remove("lion");
        System.out.println("Removed lion");

        // print out the Set
        System.out.println(animals);

        // add duplicate
        System.out.println("add duplicate dog");
        animals.add("dog");  // no action
        System.out.println(animals);
        // add duplicate
        System.out.println("add pig");
        animals.add("pig");
        System.out.println(animals);

        // using forEach() method with a lambda expression
        animals.forEach(animal -> {
            String message = "I ";
            message += animal.equals("dog") ? "like" : "don't like";
            message += " " + animal + "s " + "for pets";
            System.out.println(message);
        });

    }
}
AnimalSet.main(null);

[cat, dog, lion]
Has lion: true
Removed lion
[cat, dog]
add duplicate dog
[cat, dog]
add pig
[cat, dog, pig]
I don't like cats for pets
I like dogs for pets
I don't like pigs for pets

import java.util.*;

public class MapTester {
    public static void main(String[] args) {
        HashMap<Integer, Integer> map = new HashMap<Integer, Integer>();
        int[] array = new int[1000000];
        for (int i = 0; i < array.length; i++) {
            Integer value = (int) (Math.random() * 1000000);
            array[i] = value;
            map.put(value, value);
        }

        //the map lookup function finds the amount of time that it takes for the hashmap to lookup the specific instance

        Scanner input = new Scanner(System.in);
        System.out.println("Enter a number between 0 and 999999");

        // do for loop 12 times and then print out the average time for map lookup and binary search and list it out in a table format
        for (int i = 0; i < 12; i++) {
            Integer val = input.nextInt();
            long time = mapLookup(map, val);
            System.out.println("Time taken for map lookup is " + time + " ms");
            time = binarySearch(array, val);
            System.out.println("Time taken for binary search is " + time + " ms");
        }
    }

    // method that returns time it takes to tdo lookup in a map
    public static long mapLookup(HashMap<Integer, Integer> map, Integer val) {
        long startTime = System.currentTimeMillis();
        map.containsKey(val);
        long endTime = System.currentTimeMillis();
        long time = endTime - startTime;
        return time;
    }

    // binary search --> array and value and returns time it takes to do binary search
    public static long binarySearch(int[] array, Integer val) {
        long startTime = System.currentTimeMillis();
        int low = 0;
        int high = array.length - 1;
        while (high >= low) {
            int mid = (low + high) / 2;
            if (array[mid] == val) {
                long endTime = System.currentTimeMillis();
                long time = endTime - startTime;
                return time;
            } else if (array[mid] < val) {
                low = mid + 1;
            } else {
                high = mid - 1;
            }
        }
        long endTime = System.currentTimeMillis();
        long time = endTime - startTime;
        return time;
    }
}

MapTester.main(null);

Enter a number between 0 and 999999
Time taken for map lookup is 0 milliseconds
Time taken for binary search is 0 milliseconds
Time taken for map lookup is 0 milliseconds
Time taken for binary search is 0 milliseconds
Time taken for map lookup is 0 milliseconds
Time taken for binary search is 0 milliseconds
Time taken for map lookup is 0 milliseconds
Time taken for binary search is 0 milliseconds
Time taken for map lookup is 0 milliseconds
Time taken for binary search is 0 milliseconds

public class SortingAnalyzing {

    // random array 
    public static int[] randomArray() {
        int[] array = new int[5000];
    
        //Array contains 5000
        for (int i = 0; i < array.length; i++) {
            array[i] = (int) (Math.random() * 10000);
        }
        return array;
    }

    // bubble sort with input array
    public static void bubbleSort(int[] array) {
        for (int i = 0; i < array.length; i++) {
            for (int j = 0; j < array.length - 1; j++) {
                if (array[j] > array[j + 1]) {
                    int temp = array[j];

                    //bubble sort of terms in the array that's inputted

                    array[j] = array[j + 1];
                    array[j + 1] = temp;
                }
            }
        }
    }

    // selection sort
    public static void selectionSort(int[] array) {
        for (int i = 0; i < array.length; i++) {
            int min = i;
            for (int j = i + 1; j < array.length; j++) {
                if (array[j] < array[min]) {
                    min = j;
                }
            }
            int temp = array[i];
            array[i] = array[min];
            array[min] = temp;
        }
    }

    // merge sort
    public static void mergeSort(int[] array) {
        if (array.length > 1) {
            int[] left = leftHalf(array);
            int[] right = rightHalf(array);

            mergeSort(left);
            mergeSort(right);

            merge(array, left, right);
        }
    }

    public static int[] g1 (int[] array) {
        int size1 = array.length / 2;
        
        //establishes one group
        int[] g1 = new int[size1];
        for (int i = 0; i < size1; i++) {
            g1[i] = array[i];
        }
        return g1;
    }

    public static int[] g2(int[] array) {
        int size1 = array.length / 2;
        int size2 = array.length - size1;
        int[] rg2 = new int[size2];
        for (int i = 0; i < size2; i++) {
            g2[i] = array[i + size1];
        }
        return g2;
    }

    public static void merge(int[] result, int[] left, int[] right) {
        int i1 = 0;
        int i2 = 0;

        for (int i = 0; i < result.length; i++) {
            if (i2 >= right.length || (i1 < left.length && left[i1] <= right[i2])) {
                result[i] = left[i1];
                i1++;
            } else {
                result[i] = right[i2];
                i2++;
            }
        }
    }

    // insertion sort
    public static void insertionSort(int[] array) {
        for (int i = 1; i < array.length; i++) {
            int current = array[i];
            int j = i - 1;
        
            //insertion sort of the inputted array

            while (j >= 0 && current < array[j]) {
                array[j + 1] = array[j];
                j--;
            }
            array[j + 1] = current;
        }
    }

    // create main method and call all the methods on the random array 

    public static void main(String[] args) {
        int[] average_times = new int[4];
        for (int i = 0; i < 3600; i++) {
            int[] array = randomArray();

    // 12 iterations of the function

            long startTime = System.currentTimeMillis();
            bubbleSort(array);
            long endTime = System.currentTimeMillis();
            long time = endTime - startTime;
            average_times[0] += time;
            System.out.println("bubble sort duration" + time + " ms");

            array = randomArray();
            startTime = System.currentTimeMillis();
            selectionSort(array);
            endTime = System.currentTimeMillis();
            time = endTime - startTime;
            average_times[1] += time;
            System.out.println("selection sort duration " + time + " ms");

            array = randomArray();
            startTime = System.currentTimeMillis();
            mergeSort(array);
            endTime = System.currentTimeMillis();
            time = endTime - startTime;
            average_times[2] += time;
            System.out.println("merge sort duration " + time + " ms");

            array = randomArray();
            startTime = System.currentTimeMillis();
            insertionSort(array);
            endTime = System.currentTimeMillis();
            time = endTime - startTime;
            average_times[3] += time;
            System.out.println("insertion sort duration: " + time + " ms");
        }
        System.out.println("Average time taken for bubble sort is " + average_times[0] / 12 + " ms");

        System.out.println("Average time taken for selection sort is " + average_times[1] / 12 + " ms");
    
        System.out.println("Average time taken for merge sort is " + average_times[2] / 12 + " ms");

        System.out.println("Average time taken for insertion sort is " + average_times[3] / 12 + " ms");
        
    } 
}

SortingAnalyzing.main(null);

bubble sort duration46 ms
selection sort duration 18 ms
merge sort duration 2 ms
insertion sort duration: 9 ms
bubble sort duration54 ms
selection sort duration 14 ms
merge sort duration 0 ms
insertion sort duration: 6 ms
bubble sort duration26 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration25 ms
selection sort duration 14 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration25 ms
selection sort duration 14 ms
merge sort duration 1 ms
insertion sort duration: 1 ms
bubble sort duration25 ms
selection sort duration 13 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 14 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 13 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 13 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 13 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration27 ms
selection sort duration 14 ms
merge sort duration 1 ms
insertion sort duration: 1 ms
bubble sort duration26 ms
selection sort duration 13 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 13 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration28 ms
selection sort duration 13 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration27 ms
selection sort duration 13 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration25 ms
selection sort duration 14 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 14 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 14 ms
merge sort duration 1 ms
insertion sort duration: 1 ms
bubble sort duration26 ms
selection sort duration 14 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration27 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration25 ms
selection sort duration 8 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration27 ms
selection sort duration 8 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration25 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration25 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration25 ms
selection sort duration 8 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 8 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration25 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration25 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 7 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 1 ms
bubble sort duration25 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration25 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration25 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration25 ms
selection sort duration 8 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration25 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 8 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 8 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 8 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 8 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 8 ms
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merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 10 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration28 ms
selection sort duration 8 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 9 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration30 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration31 ms
selection sort duration 9 ms
merge sort duration 0 ms
insertion sort duration: 3 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration29 ms
selection sort duration 10 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration27 ms
selection sort duration 11 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration31 ms
selection sort duration 9 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 16 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration33 ms
selection sort duration 10 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration34 ms
selection sort duration 10 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration33 ms
selection sort duration 10 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration36 ms
selection sort duration 13 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration33 ms
selection sort duration 10 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration30 ms
selection sort duration 9 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration34 ms
selection sort duration 13 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration38 ms
selection sort duration 10 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration39 ms
selection sort duration 12 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration34 ms
selection sort duration 10 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration31 ms
selection sort duration 8 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration30 ms
selection sort duration 9 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 10 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration30 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration28 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration31 ms
selection sort duration 8 ms
merge sort duration 0 ms
insertion sort duration: 3 ms
bubble sort duration30 ms
selection sort duration 10 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration32 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration30 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration30 ms
selection sort duration 10 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration33 ms
selection sort duration 10 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration32 ms
selection sort duration 10 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration31 ms
selection sort duration 9 ms
merge sort duration 0 ms
insertion sort duration: 3 ms
bubble sort duration29 ms
selection sort duration 11 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration28 ms
selection sort duration 10 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration44 ms
selection sort duration 12 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration38 ms
selection sort duration 12 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration40 ms
selection sort duration 12 ms
merge sort duration 0 ms
insertion sort duration: 3 ms
bubble sort duration35 ms
selection sort duration 10 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 0 ms
insertion sort duration: 3 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 13 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration32 ms
selection sort duration 9 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 8 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration30 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration28 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration28 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration28 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration28 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration30 ms
selection sort duration 10 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration38 ms
selection sort duration 12 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration39 ms
selection sort duration 12 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration39 ms
selection sort duration 11 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration33 ms
selection sort duration 10 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration28 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 10 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration40 ms
selection sort duration 11 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration37 ms
selection sort duration 11 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration45 ms
selection sort duration 12 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration39 ms
selection sort duration 12 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration53 ms
selection sort duration 12 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration39 ms
selection sort duration 12 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration33 ms
selection sort duration 9 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 8 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration33 ms
selection sort duration 8 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration42 ms
selection sort duration 8 ms
merge sort duration 0 ms
insertion sort duration: 1 ms
bubble sort duration28 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration27 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 8 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration25 ms
selection sort duration 7 ms
merge sort duration 0 ms
insertion sort duration: 1 ms
bubble sort duration25 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 8 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration27 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration28 ms
selection sort duration 9 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration29 ms
selection sort duration 10 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration30 ms
selection sort duration 9 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration30 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration31 ms
selection sort duration 8 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration28 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration33 ms
selection sort duration 11 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration34 ms
selection sort duration 10 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration30 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration34 ms
selection sort duration 11 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration34 ms
selection sort duration 11 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration30 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration34 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration28 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration30 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 3 ms
bubble sort duration31 ms
selection sort duration 8 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 8 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration28 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration25 ms
selection sort duration 8 ms
merge sort duration 0 ms
insertion sort duration: 1 ms
bubble sort duration25 ms
selection sort duration 8 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration28 ms
selection sort duration 9 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration26 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration28 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration30 ms
selection sort duration 9 ms
merge sort duration 0 ms
insertion sort duration: 3 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration31 ms
selection sort duration 10 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration28 ms
selection sort duration 9 ms
merge sort duration 1 ms
insertion sort duration: 2 ms
bubble sort duration29 ms
selection sort duration 9 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
bubble sort duration30 ms
selection sort duration 9 ms
merge sort duration 0 ms
insertion sort duration: 2 ms
Average time taken for bubble sort is 8439 ms
Average time taken for selection sort is 2599 ms
Average time taken for merge sort is 175 ms
Average time taken for insertion sort is 617 ms

Merge sort splits a set of data into sets of one before merging.

//Comment A --> Determines the midpoint, or the middle index of the array

//Comment B --> Sort array from the bottom half and the top half

//Comment C --> Merges the halves together.