/* 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
	 * 
	 */
	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

import java.util.HashMap;

public class Pets {
    // create a new HashMap
    HashMap<String, Animal> names = new HashMap<>();

    /* Add Pets
     * 
     */
    public Pets() {
        // add some key-value pairs to the HashMap
        names.put("Leo", new Animal("Lion", 8, "Gold"));
        names.put("Porky", new Animal("Pig", 3, "Pink"));
        names.put("Ro-Ro", new Animal("Robin", 7, "Red"));
        names.put("Midnight", new Animal("Cat", 10, "Black"));
        names.put("Hobbes", new Animal("Kitty", 1, "Calico"));
        names.put("Duke", new Animal("Dog", 14, "Brown"));
    } 

    /* Remove Pet
     * 
     */
    public Animal remove(String key) {
        // check if a key exists in the HashMap then remove
        Animal animal = null;
        if (names.containsKey(key)) {
            animal = names.get(key);
            names.remove(key);
        }
        return animal;
    }

    /* Print Pets
     * 
     */
    public void print() {
        // iterate over the keys in the HashMap
        for (String name: names.keySet()) {
            Animal obj = names.get(name);
            System.out.println(name + " is a " + obj.getColor() + " " + obj.getName() + " and is " + obj.getAge() + " years old.");
        }
        System.out.println();
    }

    /* Tester Method
     * 
     */
    public static void main(String[] args) {

        // intialize Pets
        Pets pets = new Pets();
        pets.print();
        
        // remove Pet
        String key = "Hobbes";
        Animal animal = pets.remove("Hobbes");
        if (animal == null) {
           System.out.println(key + " not found");
        } else {
        System.out.println("Removed: " + key + ", " + animal);
        }
        pets.print();

    }
}
Pets.main(null);

|   
|   
|   public class Pets {
|       // create a new HashMap
|       HashMap<String, Animal> names = new HashMap<>();
|   
|       /* Add Pets
|        * 
|        */
|       public Pets() {
|           // add some key-value pairs to the HashMap
|           names.put("Leo", new Animal("Lion", 8, "Gold"));
|           names.put("Porky", new Animal("Pig", 3, "Pink"));
|           names.put("Ro-Ro", new Animal("Robin", 7, "Red"));
|           names.put("Midnight", new Animal("Cat", 10, "Black"));
|           names.put("Hobbes", new Animal("Kitty", 1, "Calico"));
|           names.put("Duke", new Animal("Dog", 14, "Brown"));
|       } 
|   
|       /* Remove Pet
|        * 
|        */
|       public Animal remove(String key) {
|           // check if a key exists in the HashMap then remove
|           Animal animal = null;
|           if (names.containsKey(key)) {
|               animal = names.get(key);
|               names.remove(key);
|           }
|           return animal;
|       }
|   
|       /* Print Pets
|        * 
|        */
|       public void print() {
|           // iterate over the keys in the HashMap
|           for (String name: names.keySet()) {
|               Animal obj = names.get(name);
|               System.out.println(name + " is a " + obj.getColor() + " " + obj.getName() + " and is " + obj.getAge() + " years old.");
|           }
|           System.out.println();
|       }
|   
|       /* Tester Method
|        * 
|        */
|       public static void main(String[] args) {
|   
|           // intialize Pets
|           Pets pets = new Pets();
|           pets.print();
|           
|           // remove Pet
|           String key = "Hobbes";
|           Animal animal = pets.remove("Hobbes");
|           if (animal == null) {
|              System.out.println(key + " not found");
|           } else {
|           System.out.println("Removed: " + key + ", " + animal);
|           }
|           pets.print();
|   
|       }
|   }
Unresolved dependencies:
   - class Animal

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

Hacks

Bubble Sort

simple sorting algorithm that swaps adjacent elements if they are in the wrong order
runs through the list of elements to be sorted multiple times until the entire list is sorted
the worst-case time complexity of bubble sort is O(n^2), where n is the number of elements in the list. This means that as the size of the list increases, the time it takes to sort the list is exponential. This makes bubble sort inefficient for large lists.
The best-case time complexity of bubble sort is O(n), which occurs when the list is already sorted. In this case, the algorithm only needs to pass through the list once to verify that it is sorted.

public class BubbleSort {
    public static void main(String[] args) {

        // Create a new list of 5000 integers
        int[] list = new int[5000];

        // Fill the list with random integers between 0 and 4999
        for (int i = 0; i < list.length; i++) {
            list[i] = (int) (Math.random() * 5000);
        }

        // Display the unsorted list
        System.out.println("Not Sorted quiz results:");
        for (int i = 0; i < list.length; i++) {
            System.out.print(list[i] + " ");
        }
        System.out.println("");

        // Measure the starting time of the bubble sort algorithm
        long startTime = System.nanoTime();

        // Initialize counters for comparisons and swaps
        int comparisons = 0;
        int swaps = 0;

        // Implement the bubble sort algorithm to sort the list
        for (int i = 0; i < list.length; i++) {
            for (int j = 1; j < (list.length - i); j++) {
                comparisons++; // Count each comparison made
                if (list[j - 1] > list[j]) {
                    swaps++; // Count each swap made
                    int temp = list[j-1];
                    list[j-1] = list[j];
                    list[j] = temp;
                }
            }
        }

        // Display the sorted list
        System.out.println("Sorted quiz results:");
        for (int i = 0; i < list.length; i++) {
            System.out.print(list[i] + " ");
        }
        System.out.println("");

        // Measure the ending time of the bubble sort algorithm
        long endTime = System.nanoTime();

        // Calculate the total time taken to sort the list
        long totalTime = endTime - startTime;

        // Display the total time taken to sort the list, as well as the number of comparisons and swaps made
        System.out.println("Time: ");
        System.out.println(totalTime + " nano seconds");
        System.out.println("Comparisons: ");
        System.out.println(comparisons);
        System.out.println("Swaps: ");
        System.out.println(swaps);
    }
}

BubbleSort.main(null);

Not Sorted quiz results:
3747 2941 4964 1076 942 1028 4367 1747 2314 1539 2904 2859 3990 2195 1825 2817 2750 3373 4240 1891 4222 4475 802 3538 1558 1829 3257 4195 4408 2382 4909 3346 1351 192 3307 1949 4373 3856 1276 4413 1435 2319 2750 2213 2630 4196 4733 847 1963 1641 1113 1316 305 3990 2978 2509 657 3919 3562 1873 4467 4600 3920 3544 2349 396 2976 669 4262 967 2631 1983 2858 4264 205 1870 4469 2781 1614 2991 4944 4610 4326 1290 2349 1301 4315 4643 346 3247 962 3676 4942 361 3073 1288 3165 1082 2977 1258 156 1337 3956 884 1083 1950 4119 3004 1307 3125 2166 3870 2185 3054 2429 330 977 4406 2964 2447 1381 2437 1472 1225 1309 1735 4290 356 1680 139 3718 1011 4138 3240 3542 4492 1828 940 1632 4225 571 3964 2187 973 3052 2878 3291 3323 905 140 3152 4487 3931 1913 602 1203 2002 925 2185 1038 3623 4428 4418 753 507 2394 635 417 4985 468 2147 905 1543 4806 3330 1014 301 1870 4640 4908 3744 454 1501 804 3661 698 450 2809 2773 608 1947 4621 217 4656 1757 1347 1698 1362 4873 4047 3824 2365 2547 744 2849 4391 4100 2530 841 2684 840 4112 2044 4935 4589 4578 4062 3478 3051 1451 2305 518 3464 4109 2064 1491 4790 1452 453 200 1976 3333 449 1243 3665 593 1193 405 2110 4739 2755 2092 924 232 4595 4585 2764 44 25 3899 4970 3692 4071 281 1697 1204 4293 2931 1101 1537 3245 3359 684 4836 2498 925 3008 4526 1343 441 2578 2637 3566 1472 2879 4969 2974 1839 206 1658 2674 4130 3145 3448 4442 3511 3309 4536 2948 2919 4211 4133 4953 2831 948 1011 1101 2124 3720 3162 2365 4211 3079 3351 4750 3554 4175 813 4342 1846 1242 4510 444 664 1982 4431 2052 3134 4538 4133 2632 1217 2236 345 4784 2551 3361 3749 81 1378 4807 4233 113 2009 4547 3748 2506 409 3549 675 492 4989 2908 991 1413 1375 1703 3850 3404 2987 327 2159 395 4521 2793 2612 3441 4044 4857 4169 1410 1226 2603 4408 955 4419 3525 4279 4773 2698 4038 3772 3148 662 3766 3707 1873 3825 2937 2353 4734 646 4693 4882 878 3828 4156 3714 1555 3328 641 3655 1915 1639 3494 2366 1770 3284 666 4087 4493 161 2258 2763 511 2293 3963 4643 1170 4818 2566 226 118 1520 2362 907 2706 3056 2668 2031 4348 4060 2380 1148 1226 2704 2882 3112 1174 3910 485 2359 4133 3360 3939 2126 59 3619 1547 581 2774 1205 821 4839 835 4181 1639 650 1126 3911 1393 3052 2565 1938 2643 1685 987 3553 412 3552 2010 3534 2357 924 1444 1675 707 2800 2593 1208 31 4760 1614 1942 4624 4340 976 1956 3534 2071 1902 2008 26 2134 4638 346 590 1190 305 2542 1434 4314 82 1032 2773 3113 1487 2546 3116 3063 2536 3240 2204 4798 2652 1394 2186 2605 4303 763 2141 2646 1454 4233 1049 3511 118 2261 3907 2513 2457 3683 4730 2819 4140 2885 3836 3856 4891 1965 4928 669 4480 4522 195 1852 718 3892 3849 429 2365 3196 1261 2596 3253 2370 2139 550 4338 3395 1995 2721 2844 4327 1476 2603 2118 385 3014 1035 2375 1220 3649 1228 986 2772 1791 1033 1584 4537 4183 2979 3850 3863 2281 4367 456 2961 4826 2266 4346 1597 414 1637 3192 4091 469 3884 3614 3102 4143 3090 513 4887 2309 2845 1627 1136 2993 3073 4297 1256 327 3486 203 974 3297 3353 4807 3428 4398 1074 1070 2506 1564 1632 2011 38 4593 391 3632 3595 4675 2867 3749 77 2494 2000 3293 1966 1837 2241 4752 3110 1589 3190 2480 4176 4491 4880 1769 4441 1060 1803 2743 1445 1628 3662 1294 3114 3539 2429 2562 3372 4180 2724 2666 1924 3630 684 1732 1843 3449 504 531 4846 285 2541 4464 3642 4759 2425 1924 3536 2341 1949 4579 1571 3759 4560 4476 820 2775 1202 2417 104 4095 882 3504 332 3513 4779 4350 2854 1369 2947 1973 2705 3841 3641 2022 405 4583 2104 3608 4982 1750 3191 4691 3280 2519 577 635 1150 3766 4384 4320 1084 3731 4027 3920 2966 92 3697 4263 112 104 4433 4507 1478 3129 3943 3715 2948 161 3388 1807 902 3686 4145 1269 4849 4567 2169 4946 2768 443 2944 2237 2944 2517 1166 11 4497 4503 1261 589 536 3949 2522 2230 2810 2069 1196 2661 40 3781 1091 3297 3637 4590 4373 998 4340 599 41 385 1439 1925 4209 2965 2610 3504 3723 4580 2093 349 2837 4998 2869 2046 1635 2738 4755 3470 4642 4643 4821 445 3591 3033 4368 360 4644 3733 2750 3533 2434 688 2710 1484 1197 2363 4522 3118 1899 1649 2163 4233 3723 4512 3959 4702 3468 3204 2586 1124 2460 2470 141 751 2308 1796 2981 0 3439 3423 3406 2951 3664 4546 842 1771 3175 2842 4087 2156 2269 2228 3352 2539 3777 549 1276 946 3656 2705 846 3156 466 1588 148 11 2436 81 4190 533 4716 281 2619 788 3916 1068 3987 1279 2492 2099 2400 3043 1637 1332 781 4467 3304 4225 1696 2349 4694 805 1657 1610 2056 1940 3120 3634 4916 3239 4898 3157 1912 4210 1581 3264 282 1480 623 2070 2643 3099 2198 3327 2138 1246 1543 1314 190 2897 1515 3082 93 2382 4271 3304 4407 1076 557 3748 4665 2868 2822 649 3207 4474 4514 4081 4050 2080 2232 3738 2594 318 77 434 2591 1044 1445 2004 3285 2965 2731 1236 4803 3705 883 1917 915 3512 2517 2077 53 4459 1357 1027 3028 621 3071 3856 4247 3444 2231 3632 2350 2217 4952 2669 1100 2352 2999 4874 2036 3920 565 1377 1873 4768 3678 1335 4900 1345 4201 4067 3633 1280 695 2454 4814 4656 1987 813 2424 876 1155 3327 4779 4990 2770 1463 3910 1368 4669 703 2372 3637 2237 3369 369 2865 3145 249 4547 1108 3790 4262 4115 4524 194 4396 17 4464 972 2716 3701 1117 3082 1340 3684 2539 2469 4879 503 2129 1364 1996 3837 4928 1989 2427 4538 2420 2627 2996 4105 1883 1535 2931 4597 4699 1998 31 3369 3483 2868 65 4056 297 3322 2103 3120 2716 3194 2359 4960 1022 1176 3516 2974 3338 2361 441 4223 1070 4128 1658 1331 4661 89 3941 2038 4266 898 4902 4385 1627 3043 527 3862 3138 2338 1181 2971 4804 2757 729 3555 2558 3378 4065 2960 1192 1712 3531 1526 1985 370 4402 1188 2954 1098 3887 2991 1537 460 1829 123 2456 43 4630 2682 3407 936 1742 766 3256 2346 1446 3611 1383 2669 4520 4489 2895 3000 866 3727 2459 3097 77 790 4650 3038 2464 576 811 386 2063 4193 1605 2493 2699 304 627 1689 2279 4753 2677 2494 4100 3604 547 4659 2109 2902 1476 3801 4725 2447 3728 2633 4058 601 131 298 4096 2711 3769 134 2696 2019 1451 2240 3046 4034 3022 1621 575 3222 4062 284 1168 4512 1023 2621 949 1580 1391 2588 1810 4063 2057 3684 344 1877 1627 3521 811 1587 2113 3788 313 2342 2038 3761 1405 2236 1727 1135 3926 71 2281 2813 4010 2420 2466 479 3824 1566 2568 1250 812 1372 1064 2397 4898 366 3829 1189 1365 4396 1461 1172 908 4984 3251 4804 1625 4121 1241 4199 612 1633 4812 1907 124 2373 239 2053 222 2460 702 3872 1222 1508 304 4664 243 1252 750 2459 1623 310 1484 225 1030 4851 3236 3295 2605 787 1128 4768 2613 4744 1728 78 1646 3476 3672 1551 611 4545 3810 1757 3395 108 93 679 1309 353 3833 1252 1180 3708 2302 613 202 2200 3076 483 1486 2509 3978 4474 4581 1065 1934 2740 98 250 585 313 1978 2174 21 4698 4864 1721 2589 741 2526 1567 1314 1591 1238 3651 2123 3597 4568 4141 2712 338 3083 2282 4602 1551 4060 2653 649 1669 2396 231 3048 4806 4604 3403 1632 3509 2903 1481 4125 2314 1169 565 3832 4182 3733 4613 1137 3158 1807 2395 3117 206 584 607 494 1015 2953 3783 3145 4714 3091 2824 4403 862 104 876 396 3790 3343 3018 3781 3327 1951 4744 1285 4258 1713 3458 1654 3357 2288 2311 4717 2704 2476 1531 3531 1100 248 4019 4728 1761 2880 4408 2527 4177 703 3956 4081 960 630 2621 3218 1735 2873 4416 948 662 959 2665 4497 1957 1475 3116 2066 3869 744 4942 2928 933 979 2535 1978 1944 3351 4682 4352 2051 4770 2112 4257 1528 4144 4659 2757 1322 2311 259 1826 1184 2864 4807 1647 293 3590 4428 4766 2561 303 103 4441 4467 1452 3688 231 2107 2983 4277 1629 1380 3603 4552 353 616 759 3238 3704 3755 2367 2013 270 4149 3560 3282 130 4386 1513 4014 4644 1110 4691 445 826 663 715 3835 2314 1516 4404 3598 2944 2903 4457 1105 4949 736 3659 124 1936 1896 3462 3422 1832 1254 4291 4283 2161 2315 2945 1799 4171 2216 3002 4609 3534 4918 3271 4409 3536 2819 2882 2937 1987 1693 4829 4356 325 1813 2399 3904 2723 4349 179 3437 4382 1653 3043 33 1533 2831 2812 125 1138 2096 3081 3732 675 1749 3057 1238 2914 4262 1087 3816 2069 3898 2988 3031 1261 2459 4219 401 1812 1273 3360 3657 2461 2298 2416 3259 1264 230 1923 259 4574 4889 956 4988 1215 3719 3657 118 668 3147 81 1596 1885 4740 4762 1627 4084 2499 1610 4339 2753 1434 3450 2028 2896 4520 3749 2917 2482 467 1879 152 1927 3300 1532 1381 434 1621 4774 3630 1949 547 1578 4328 2533 2750 1563 1302 1963 1743 1125 2259 480 510 90 2787 1662 1872 2504 1177 4572 3527 1228 3448 2477 502 526 2781 1627 910 4950 4216 1829 2264 1440 2853 781 270 4675 2001 1462 15 3442 1685 1141 649 2964 2660 1986 4212 4883 1643 1564 2041 2873 4744 2017 3284 2656 3218 4063 4380 535 3500 1533 1045 4430 2159 3584 188 785 849 331 3421 4680 1536 3174 1276 3894 3309 3712 3040 707 3834 4778 1157 2728 1096 3771 1453 1082 4418 2182 1096 907 2854 926 42 209 3979 3847 3939 3763 1774 1562 1879 3960 3794 4637 1141 181 27 3912 3087 2545 3911 1711 4653 4628 4779 570 3481 3090 596 1057 1576 4942 228 2251 2525 595 646 2445 742 2697 1401 3680 2890 2220 1417 1790 1636 4206 1684 3742 151 1085 1656 1182 2312 1484 2299 3272 3405 2035 4495 3091 4219 3734 3212 108 2841 3056 197 1491 3095 1173 1179 2295 1564 2278 2506 3921 1342 4268 1923 1558 184 1763 3698 4724 3536 2691 4646 437 3975 527 4677 975 2989 4562 3364 2695 3629 465 2721 3847 3519 2809 767 2897 1894 144 717 4426 1835 1684 1608 2271 4627 2640 2987 4224 2213 2784 3808 4248 1058 4870 4060 1893 1344 1116 1779 4291 4282 2100 2966 3896 2551 3035 2671 4906 4280 2588 1929 3138 4749 4130 2520 2962 2001 3525 4531 814 2838 1349 524 2687 4283 748 4712 2973 2415 4958 909 3991 655 896 4189 4556 2986 2129 3119 1970 4304 948 2158 4906 73 238 2303 4737 739 1352 2364 14 2881 4175 3301 2954 3940 171 3889 2993 440 3250 2637 694 1033 1943 3260 548 373 4496 4207 3511 2755 1195 1723 4426 712 439 657 843 3276 1806 2778 3123 1404 664 3664 1141 4135 4653 1324 335 3441 2719 2596 4334 3337 2241 2012 2910 4755 4199 2270 2523 1902 252 658 2317 3290 4062 1790 1026 1388 2202 3800 4863 3929 2489 2672 3158 2182 4659 2770 2187 2160 4877 741 3369 3590 1699 4849 4767 3661 1747 2527 4621 3019 3547 380 2451 207 2671 3112 2139 2773 605 921 2265 3556 3501 3671 1901 4257 290 4788 1 232 2493 3172 3514 627 384 2591 3345 1356 2121 4958 3341 160 3836 1604 535 2946 4667 179 6 3892 1212 4069 4816 3335 882 1308 678 2298 3221 787 1195 623 2309 202 2730 2057 2026 2583 3240 4326 4060 1437 1681 182 1261 3505 3935 1625 1129 2891 2532 4056 972 841 849 4877 2560 1785 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4627 2131 3081 1829 1284 1440 1962 4395 997 606 3064 541 2278 4474 1725 1713 299 1813 3982 1073 2436 4956 3026 4968 3387 4709 4967 2027 3414 1053 3808 353 3896 825 253 3704 4597 67 878 1310 1724 974 2953 2977 120 1373 1182 1432 1706 3529 457 2449 579 3636 3736 133 3038 3723 1085 4923 3132 3894 4967 243 1286 4718 2868 481 4924 2345 1464 2945 1028 2393 1584 4691 1029 2948 405 1709 3459 2092 1445 2740 4360 1182 4146 3133 4517 1793 3036 530 1215 1558 1743 3853 351 2426 4410 2 2431 3734 1394 3931 3191 2311 2455 2255 1307 2331 4077 3385 1954 3938 2915 3211 769 1797 4864 4762 3121 2560 3691 2888 3433 3917 4681 926 3737 2335 2311 554 4542 1812 1511 3461 4574 1961 4683 4297 3942 535 1298 3355 2785 3062 3520 4801 4553 603 51 1874 4612 770 1066 4354 1022 2062 4909 786 4969 2237 1994 3391 3501 2943 3159 2342 1962 52 3616 3082 2733 2192 4476 679 661 3777 1776 3775 3904 3432 2877 2557 1693 4086 2055 314 2939 2157 1151 1575 1477 216 2168 1514 183 191 1759 1302 2157 2720 2691 2353 2667 2523 4469 3958 558 4720 4479 3626 2399 2870 2224 2568 1728 1163 2417 139 4360 541 2998 752 3884 1780 1385 4693 4161 2482 1642 548 2823 4721 1549 1417 1547 573 1977 4943 126 4112 1380 3219 2184 541 639 3013 707 972 3013 4406 1429 80 419 1832 1533 3241 828 740 17 25 2124 567 4582 1882 388 481 2863 3680 185 3412 3349 1271 1108 1193 3418 651 3540 4277 3468 3366 2285 3351 2265 2769 4534 2382 4274 1358 3365 3034 4906 970 4838 4185 4358 4790 582 2242 4922 3209 3649 3282 450 4364 3345 1613 4957 4775 4670 1203 170 906 0 1587 4209 3586 4626 3263 493 4211 3844 4298 2371 4329 2312 4874 4972 3744 1534 4719 1223 1528 3445 4980 4049 4419 2243 864 1295 2903 2801 4527 4006 1929 2227 4064 2323 596 1409 4122 1395 3341 644 1620 2405 4138 2799 1302 985 4950 3791 344 2081 234 3556 4061 1570 586 1104 805 752 721 4685 3555 181 4870 2579 3280 4145 1297 1545 138 1538 2133 3468 2728 2764 4873 1355 3144 796 2967 3402 1298 2508 4632 3514 1074 3898 1640 3297 3167 4911 3160 4262 94 1123 3834 4695 2743 690 232 3410 11 614 445 2395 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4821 4822 4823 4823 4826 4827 4828 4829 4831 4832 4833 4834 4836 4836 4837 4838 4839 4841 4842 4846 4846 4846 4849 4849 4850 4851 4857 4857 4859 4860 4860 4861 4863 4864 4864 4864 4865 4865 4865 4865 4870 4870 4873 4873 4874 4874 4875 4875 4875 4877 4877 4879 4880 4880 4882 4883 4883 4884 4887 4889 4891 4891 4898 4898 4898 4900 4902 4902 4902 4903 4904 4906 4906 4906 4907 4907 4908 4909 4909 4911 4913 4913 4916 4916 4918 4922 4923 4924 4924 4926 4926 4927 4928 4928 4928 4931 4931 4932 4933 4934 4935 4936 4937 4938 4939 4941 4941 4942 4942 4942 4943 4944 4944 4944 4944 4946 4947 4948 4949 4950 4950 4950 4951 4951 4952 4953 4956 4956 4957 4957 4957 4957 4958 4958 4960 4960 4961 4963 4963 4964 4964 4967 4967 4967 4967 4968 4969 4969 4970 4970 4972 4973 4973 4973 4973 4975 4976 4980 4981 4982 4982 4983 4984 4984 4985 4985 4988 4989 4989 4990 4990 4992 4994 4997 4998 4998 
Time: 
188513022 nano seconds
Comparisons: 
12497500
Swaps: 
6291202

Insertion Sort

sorting algorithm that works by repeatedly inserting elements into a sorted portion of the list
the algorithm starts by assuming that the first element in the list is sorted, then compares each following to the ones that are already sorted and inserts it into the correct place
compare the second element with the first element. If the second element is smaller, swap them.
compare the third element with the first two elements. If the third element is smaller than the second element, swap them. If the third element is smaller than the first element, swap them, continue
worst-case time complexity of insertion sort is O(n^2), where n is the number of elements in the list. This occurs when the list is in reverse order, and time it takes to sort is exponential
best-case time complexity of insertion sort is O(n), when list is already sorted
better than bubble but still inefficient for large lists

public class InsertionSort{
    public static void main(String[] args){
        int[] list = new int[5000];

        // Fill the list with random integers between 0 and 4999
        for (int i = 0; i < list.length; i++) {
            list[i] = (int) (Math.random() * 5000);
        }

        // Display the unsorted list
        System.out.println("Unsorted question options:");
        for(int i = 0; i < list.length; i++){
            System.out.print(list[i] + " ");
        }
        System.out.println("");

        // Measure the starting time of the insertion sort algorithm
        long startTime = System.nanoTime();

        // Initialize counters for comparisons and swaps
        int comparisons = 0;
        int swaps = 0;

        // Implement the insertion sort algorithm to sort the list
        for (int i = 1; i < list.length; i++){
            int tmp = list[i];
            int j = i - 1;
            while (j >= 0 && list[j] > tmp){
                comparisons++; // Count each comparison made
                list[j + 1] = list[j];
                swaps++; // Count each swap made
                j = j - 1;
            }
            list[j + 1] = tmp;
        }

        // Display the sorted list
        System.out.println("Sorted question numbers:");
        for(int i = 0; i < list.length; i++){
            System.out.print(list[i] + " ");
        }

        // Measure the ending time of the insertion sort algorithm
        long endTime   = System.nanoTime();

        // Calculate the total time taken to sort the list
        long totalTime = endTime - startTime;

        // Display the total time taken to sort the list, as well as the number of comparisons and swaps made
        System.out.println("");
        System.out.println("Runtime: ");
        System.out.println(totalTime + " nanoseconds");
        System.out.println("Comparisons: ");
        System.out.println(comparisons);
        System.out.println("Swaps: ");
        System.out.println(swaps);
    }
}
InsertionSort.main(null);

Unsorted question options:
4106 2127 763 2765 3125 2929 3353 2331 3493 4485 180 1456 541 409 1569 3179 2381 1223 399 3325 599 2371 4000 1570 1422 3143 3199 564 1002 769 645 2887 2782 187 2719 371 1266 4493 1124 870 4905 3898 1482 3833 1207 2068 2101 3182 4646 3116 1393 3819 2407 133 2309 1799 4529 2069 1532 2587 3523 2 130 2089 4147 1277 808 1103 1582 820 4901 663 938 2914 4785 3267 2622 4115 4405 3359 1858 3554 2258 4545 1329 775 2228 940 3697 3451 3379 709 536 2733 4931 1375 1039 2767 2418 3669 2709 2902 220 3778 2129 1410 4459 2617 1818 3142 3562 374 4142 381 1605 4953 197 1290 1940 4068 617 3813 513 2722 1293 4541 4677 487 45 2083 4315 1526 420 2720 2534 4573 887 2684 3249 141 1906 1225 2516 3090 4503 1746 4561 306 2249 4671 2077 632 3762 384 3502 2416 177 3538 2674 2981 1327 1266 3480 4077 730 2333 3843 2925 2881 2078 4681 4758 1743 4075 262 4862 1780 3782 1736 1008 2367 2123 473 807 2904 2834 2244 2965 4501 1637 2218 1644 4701 2774 4206 4117 4257 4208 565 3709 4678 1843 1717 2553 1856 441 1287 2071 4848 4538 4446 3170 4562 1526 3164 3099 4882 1273 2744 1557 3553 2083 4159 153 1967 1542 1446 1529 1838 2816 2666 2521 2640 2256 1668 4539 1618 2757 1259 3922 3078 4161 1176 434 707 2148 1637 3192 616 492 153 279 3893 3225 713 997 490 3286 404 3231 1380 2462 4033 2663 3065 3994 2342 662 2668 4042 3960 3477 3035 1322 309 2041 524 604 1336 4058 3376 454 3045 3253 907 3538 530 4638 3026 4056 2380 4370 979 1374 4100 3364 3573 1744 4462 65 3583 1048 4482 4951 1436 904 4089 2158 2820 3070 1407 2303 3298 3039 3951 17 1597 2901 1 4925 3802 1045 1866 774 3274 2042 729 4258 756 4077 315 2590 804 3660 3658 2248 4351 2925 3843 445 2972 3745 706 773 3149 40 1142 161 3633 119 826 764 846 4644 4892 2640 1063 2802 4329 1116 4063 4567 3662 1543 807 548 3758 3751 2660 2724 1449 3877 1661 4562 40 2408 345 2400 1659 4208 653 1699 3827 4027 4565 1748 3617 4488 4157 673 3235 2820 943 4153 897 2701 3525 1062 422 3365 3755 2389 2059 4814 4859 1149 680 338 219 711 599 750 3806 1875 4008 3724 2576 308 2177 1352 2497 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1572 4975 2963 2955 2156 3983 583 1202 4448 595 2230 1545 3302 1232 2274 4032 1179 4673 3598 2704 2039 3900 4190 1079 3989 100 2458 3112 3255 2539 2147 4485 3877 841 3153 1069 2729 3562 650 406 2817 3886 1898 3110 4580 4647 2831 4129 4846 902 4998 3951 1412 3720 2748 1931 2718 3910 576 3125 1954 3963 1415 1159 3028 544 3293 2953 2210 3532 4139 1309 3968 713 2775 3726 2421 4934 3029 87 1122 2738 2724 3218 3358 241 4767 4728 2964 3267 3932 3921 1751 4606 4984 48 3963 1547 679 2620 869 1746 1854 1018 4469 4863 1221 3200 3551 1349 2733 3828 2770 3213 4365 4797 1216 4598 3960 726 996 2532 327 3689 3636 239 151 114 2780 2036 368 3540 512 4901 602 4664 1817 2500 915 4893 2140 2600 1625 1465 1762 3535 4151 1023 2691 4618 4942 4433 4099 4181 3288 3542 899 2207 3462 514 1906 2391 1998 2381 4198 796 2047 2416 3676 202 3735 1026 3572 653 2121 1881 2593 2684 2896 4140 2683 194 206 
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Runtime: 
2133342335 nanoseconds
Comparisons: 
6139134
Swaps: 
6139134

Selection Sort

simple sorting algorithm that works by repeatedly selecting the smallest element from the unsorted part of the list and moving to start
divides the list into two parts: the sorted part at the beginning of the list, and the unsorted part at the end of the list
repeatedly selects the smallest element from the unsorted part of the list and swaps it with the first element in the unsorted part of the list
worst-case time complexity of selection sort is O(n^2), where n is the number of elements in the list. This occurs when the list is in reverse order, so it must scan the remaining unsorted part of the list to find the smallest element, which takes O(n) time, and it repeats this for n iterations, which gets n^2
best-case time complexity of selection sort is also O(n^2), algorithm still needs to scan the entire unsorted part of the list to find the smallest element
selection sort is less efficient than insertion sort and merge sort for large lists because of its O(n^2) time complexity

public class SelectionSort{
    public static void main(String[] args){
        int[] list = new int[5000];

        // Fill the list with random integers between 0 and 4999
        for (int i = 0; i < list.length; i++) {
            list[i] = (int) (Math.random() * 5000);
        }

        System.out.println("List of quiz results unsorted:");
        for(int i = 0; i < list.length; i++){
            System.out.print(list[i] + " ");
        }
        System.out.println("");

        // Measure the starting time of the selection sort algorithm
        long startTime = System.nanoTime();

        // Initialize counters for comparisons and swaps
        int comparisons = 0;
        int swaps = 0;

        // Implement the selection sort algorithm to sort the list
        for (int i = 0; i < list.length - 1; i++){ 
            // iterates over each element of the list, except for the last one
            //because the last element will already be in the correct place after 
            //the other elements have been sorted
            int index = i;
            for (int j = i + 1; j < list.length; j++){ 
                //the inner loop searches the remaining unsorted part of the list to find the smallest element
                comparisons++; // Count each comparison made
                if (list[j] < list[index]){
                    index = j;
                }
            }
            int tmp = list[index];
            list[index] = list[i];
            list[i] = tmp;
            swaps++; // Count each swap made
        }

        // Display the sorted list
        System.out.println("Sorted quiz results:");
        for(int i = 0; i < list.length; i++){
            System.out.print(list[i] + " ");
        }

        // Measure the ending time of the selection sort algorithm
        long endTime   = System.nanoTime();

        // Calculate the total time taken to sort the list
        long totalTime = endTime - startTime;

        // Display the total time taken to sort the list, as well as the number of comparisons and swaps made
        System.out.println("");
        System.out.println("Runtime: ");
        System.out.println(totalTime + " nanoseconds");
        System.out.println("Comparisons: ");
        System.out.println(comparisons);
        System.out.println("Swaps: ");
        System.out.println(swaps);
    }
}
SelectionSort.main(null);

List of quiz results unsorted:
4153 1440 4129 835 4770 4352 501 1831 2065 3641 1288 4775 3878 2585 4199 4911 810 4043 2214 3015 2732 1214 2836 4146 2566 2857 4605 601 3076 1671 3513 4239 3588 2635 1061 4954 1814 4516 4302 4473 1198 2413 1356 2877 1481 2157 3604 4164 4527 3643 2921 1983 3801 4657 4100 2132 4237 4578 3872 4793 4716 3421 3735 1527 2751 1015 4136 4945 505 3793 2441 2621 2741 2563 1493 1270 879 3845 4522 2399 2862 4843 608 1682 1181 2897 2906 1054 1006 4276 4362 113 2064 4557 2698 1736 1570 3377 3048 973 1285 306 2726 1151 4488 707 3259 1848 3482 926 28 4846 41 904 4515 1410 79 4288 3462 2306 4697 1440 2968 763 2680 4312 3889 3172 4468 4022 2733 2709 4590 2100 4608 2217 3571 4799 1674 4627 1354 1566 2006 1895 2361 3777 4702 1974 2408 3058 2590 2581 4817 114 3905 606 2266 4790 3855 1847 2069 1190 1085 2394 836 3104 2685 358 4726 4627 4499 4875 3756 3844 1214 3253 3012 3659 2890 1885 4891 3388 1348 2100 4958 2518 1113 3417 4347 4115 390 3772 4150 4739 2927 4169 1648 342 1449 3846 4806 3560 2766 1506 4953 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660 4302 2628 3375 278 1883 2011 4076 3204 580 4400 833 2677 567 4354 273 336 1009 1201 2243 2999 1971 3928 3605 1490 2196 3631 4291 266 1850 4720 4488 1972 2212 546 4478 900 2938 624 4565 3737 1975 176 1757 4909 3415 3269 2306 2290 4581 3463 27 2062 413 467 4333 3993 809 3012 4261 492 4883 1817 374 4380 265 2270 321 1413 448 4189 997 4276 3893 828 720 4911 68 1118 3545 1792 4830 2964 4893 2971 635 1342 2931 4509 816 2806 3745 2213 1822 3001 198 2427 2640 746 4508 3 1807 1238 3003 3479 4348 1995 3213 3897 3701 3224 3449 4700 2173 4380 3287 597 2791 844 4905 3337 423 3795 81 1873 940 2554 739 3498 3788 1908 2346 1134 737 2167 4119 131 1803 2022 2962 586 3256 3566 4293 3418 2424 208 2432 183 4509 1600 1007 2880 2947 88 4950 795 1953 670 4969 1790 2748 907 3060 297 3640 3748 3529 3673 3557 4763 3201 2516 3858 854 1975 3991 4241 129 666 222 364 2219 2100 1311 3327 44 3770 4621 4560 2659 975 3533 3724 4603 3250 16 2199 4898 4058 983 378 3623 4196 3604 3478 862 3068 4450 2827 1614 4032 1580 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4797 4799 4799 4801 4802 4802 4802 4803 4805 4806 4806 4806 4808 4808 4810 4812 4813 4813 4815 4815 4816 4817 4818 4818 4820 4822 4824 4825 4826 4830 4830 4832 4833 4833 4834 4835 4835 4836 4837 4839 4842 4842 4842 4843 4843 4845 4846 4847 4847 4847 4847 4849 4851 4852 4852 4854 4855 4855 4856 4856 4856 4857 4857 4859 4859 4860 4861 4862 4863 4867 4867 4868 4869 4871 4873 4875 4875 4878 4878 4879 4879 4882 4883 4887 4887 4888 4891 4893 4893 4898 4898 4899 4899 4901 4902 4902 4905 4907 4907 4908 4909 4909 4909 4910 4910 4911 4911 4912 4913 4913 4913 4914 4915 4915 4915 4916 4917 4918 4919 4920 4922 4922 4924 4928 4930 4931 4932 4934 4935 4936 4936 4937 4938 4939 4942 4945 4945 4946 4946 4947 4948 4949 4949 4950 4950 4950 4951 4952 4953 4953 4953 4953 4953 4954 4955 4955 4958 4959 4964 4968 4969 4970 4973 4975 4976 4977 4978 4980 4984 4987 4987 4987 4988 4990 4995 4995 4997 4997 4999 
Runtime: 
328790004 nanoseconds
Comparisons: 
12497500
Swaps: 
4999

Merge Sort

works by dividing the list into smaller lists, sort through iteration, and then merging the sorted lists back together
divides the list in half until each list contains only one element, and then merges the lists back together in sorted order.
divide the list into two halves, recursively sort each half, merge the two sorted halves back together
worst-case time complexity of merge sort is O(n log n), where n is the number of elements in the list, so it needs log n levels of division, has a total of n comparisons and n swaps, which results in n log n comparisons and swaps
best-case time complexity of merge sort is also O(n log n), which occurs when the list is already sorted, still needs to divide the list into halves, but it can merge the sorted halves back together without any comparisons or swaps

Merge sort is the most efficient out of selection sort, bubble sort, and insertion sort for large lists because of its O(n log n) time complexity. However, it requires additional memory to store the sub-lists during the sorting process, which can be a disadvantage for very large lists that cannot fit into memory.

public class MergeSort{
    public static void mergeSort(int[] list, int n) {
        // Base case: if the list has fewer than 2 elements, it is already sorted
        if (n < 2) {
            return;
        }

        // Divide the list into two halves
        int midVal = n / 2;
        int[] l = new int[midVal];
        int[] r = new int[n - midVal];

        // Copy the left half of the list into a new array l
        for (int i = 0; i < midVal; i++) {
            l[i] = list[i];
        }

        // Copy the right half of the list into a new array r
        for (int i = midVal; i < n; i++) {
            r[i - midVal] = list[i];
        }

        // Recursively sort each half of the list
        mergeSort(l, midVal);
        mergeSort(r, n - midVal);

        // Merge the sorted halves back together
        merge(list, l, r, midVal, n - midVal);
    }

    public static void merge(
    int[] list, int[] l, int[] r, int left, int right) {
        // Initialize counters for swaps and comparisons
        int swaps = 0;
        int comparisons = 0;

        int i = 0, j = 0, k = 0;
        while (i < left && j < right) {
            comparisons++; // Count each comparison made
            if (l[i] <= r[j]) {
                list[k++] = l[i++];
            }
            else {
                list[k++] = r[j++];
            }
            swaps++; // Count each swap made
        }
        while (i < left) {
            list[k++] = l[i++];
            swaps++; // Count each swap made
        }
        while (j < right) {
            list[k++] = r[j++];
            swaps++; // Count each swap made
        }

        // Display the number of swaps and comparisons made
        System.out.println("Swaps: " + swaps);
        System.out.println("Comparisons: " + comparisons);
    }

    public static void main(String[] args){
        int[] list = new int[5000];
        for (int i = 0; i < list.length; i++) {
            list[i] = (int) (Math.random() * 10000);
        }

        System.out.println("Unsorted quiz questions:");
        for(int i = 0; i < list.length; i++){
            System.out.print(list[i] + " ");
        }
        System.out.println(" ");

        long startTime = System.nanoTime();

        // Sort the list using the merge sort algorithm
        mergeSort(list, list.length);

        // Display the sorted list
        System.out.println("Sorted questions:");
        for(int i = 0; i < list.length; i++){
            System.out.print(list[i] + " ");
        }

        long endTime   = System.nanoTime();
        long totalTime = endTime - startTime;

        // Display the total time taken to sort the list
        System.out.println("");
        System.out.println("Runtime: ");
        System.out.println(totalTime + " nanoseconds");
    }
}
MergeSort.main(null);

Unsorted quiz questions:
6097 873 5624 2858 1213 7301 9739 8963 6974 4016 5732 40 5699 8147 1230 8736 4384 2802 3393 8261 1067 6250 3913 8713 4369 3395 5187 9990 4179 5742 7862 6359 5663 9177 9980 7851 7147 8486 7083 5354 4800 3814 786 9543 3507 7017 604 8563 3815 5211 55 5797 9458 4727 3500 6968 8561 1179 4526 5326 4378 336 233 4750 8134 127 8279 3208 7418 6255 5195 3211 8434 2598 5114 1655 9396 2888 7833 8747 5344 1979 3892 4605 1772 3446 2239 2547 5561 5198 2969 86 6957 6357 3590 2231 5567 6725 2364 6794 6700 4820 6320 8113 1756 1707 4780 3843 7833 5595 1403 9285 7231 6554 9122 5107 7117 1588 2640 7221 3262 7786 2644 2132 9446 5299 4318 7089 5930 2482 345 2031 6179 2716 5138 9483 958 6126 2771 9336 2842 9705 5783 7742 2227 6195 5828 3226 7973 5491 24 8583 2008 2293 8760 4098 7356 280 1722 6218 3393 6155 8918 5913 407 6599 2642 2667 7953 7346 4443 3273 7973 6431 8428 9453 4111 2965 8519 4657 3295 8705 2650 8377 4257 2193 1302 5783 392 4217 1282 1570 1103 8984 8173 9525 6639 7548 2517 3514 6285 8727 5453 1338 8772 8064 9281 230 6722 7212 7198 1631 4102 4538 4346 3329 6740 2699 9210 9045 1183 501 404 9118 6472 4423 8914 1062 6684 9862 14 5457 9533 3361 2204 907 7751 4889 2776 1567 5489 3560 922 2185 1581 1103 9633 8475 5113 4869 7082 5190 6495 6171 6674 304 8956 385 2470 1342 1251 2359 3330 9094 2224 4430 4778 4690 1862 4617 2337 8344 1470 9391 3872 1926 7672 8872 1352 2990 1123 2224 4350 4867 957 7587 8607 5998 346 3969 3012 1832 6792 2172 7483 4263 3236 8069 2384 6873 2466 4300 7383 9033 7879 5833 3912 8304 8176 718 791 8525 2259 9854 6979 460 3278 8604 8901 2950 7540 8704 2366 5155 4849 1054 689 4630 1711 8726 1291 1763 7802 4763 2829 8404 9124 1248 3657 7375 8338 4471 315 28 3918 6032 1654 981 4972 1245 188 2750 7837 4281 7328 8117 3899 4173 3240 4761 5461 7026 5269 4925 7959 7523 1087 2727 2338 7217 4037 3071 953 7960 8487 9081 4054 6325 2465 9462 1572 8877 3286 3276 6714 8790 9475 7218 3702 1410 8879 9709 1876 130 8529 6831 2350 4214 6570 7482 1413 7024 359 8967 6956 6569 7701 9725 344 203 104 2849 6358 1882 7952 2657 8111 3460 7488 6674 2143 1158 8681 7089 1333 4598 1164 8998 9675 8510 2691 7557 3532 6647 876 2547 8521 3278 4303 6795 9842 154 3549 4392 6573 5834 6132 5722 7212 9887 1956 8931 4582 6626 7425 1660 3104 1747 7084 2632 399 551 1367 9961 8204 8239 7846 1975 4654 1219 1226 6746 1140 3294 4254 8539 2145 2169 7715 2958 5732 9780 2698 7685 5695 4629 2473 2408 3763 5519 4461 9772 1720 3867 5022 9023 8794 6122 1102 5359 9288 8719 3107 986 9023 5476 2841 8330 6910 1363 8784 1964 9699 7191 8575 3400 3824 6895 5149 2119 8098 2833 8663 6932 5039 4796 1086 4100 6562 5263 4111 2520 1884 6854 3923 1702 1630 7905 8287 5286 2326 8603 2367 1405 9735 3253 9804 1322 7819 3858 4612 9466 2512 6455 7698 1240 5932 4416 8999 9782 7190 2269 2542 9262 521 9494 7113 197 110 6246 9614 1806 3704 1961 1691 7471 3842 3418 2772 2001 6388 961 4236 3586 939 354 152 9085 6619 2965 9712 8595 9819 8871 5331 4135 7494 5852 8205 7713 781 2238 80 6057 8917 3070 5933 2829 2681 7189 7352 4306 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Runtime: 
1226955340 nanoseconds

Hashmaps

this hashmap code generates an array of 5000 random integers between 0 and 4999, and then inserts each of these integers into a hashmap
measures the time it takes to perform a lookup for the integer value 40 in the hashmap, and the time it takes to perform a binary search for the value 40 in the sorted array of integers
the output of the program displays the time it took for each search algorithm to execute in nanoseconds

import java.util.HashMap;
import java.util.Random;

public class Hash {
    public static void main(String[] args) {
        // Create a new hashmap and list
        HashMap<Integer, Integer> hashmap = new HashMap<>();
        int[] list = generateRandomList(5000);

        // Fill the hashmap with integers from the list as keys and values
        for (int i = 0; i < list.length; i++) {
            hashmap.put(list[i], list[i]);
        }
        //For each element in the array, the "put" method of the HashMap is called with the element 
        //as both the key and the value, this results in the key-value pair being added to the HashMap
        // Test the lookup and binary search algorithms with a value of 40
        int value = 40;
        long lookUpTime = measureLookUpTime(hashmap, value);
        System.out.println("Time to search for quiz result of 40 in hashmap: " + lookUpTime + " nanoseconds");
        long binarySearchTime = measureBinarySearchTime(list, value);
        System.out.println("Time to search for result of 40 in binary: " + binarySearchTime + " nanoseconds");
    }//unsorted data and has a constant time complexity
    //latter is used for sorted data and has a logarithmic time complexity

    // Helper method to generate a random list of given size
    private static int[] generateRandomList(int size) {
        int[] list = new int[size];
        Random random = new Random();
        for (int i = 0; i < size; i++) {
            list[i] = random.nextInt(size);
        }
        return list;
    }

    // Helper method to measure the time it takes to look up a value in the hashmap
    private static long measureLookUpTime(HashMap<Integer, Integer> hashmap, int value) {
        long start = System.nanoTime();
        hashmap.containsKey(value);
        long end = System.nanoTime();
        return (end - start);
    }

    // Helper method to measure the time it takes to perform a binary search on a sorted list
    private static long measureBinarySearchTime(int[] list, int value) {
        long start = System.nanoTime();
        // Sort the list
        quickSort(list, 0, list.length - 1);
//After the quickSort method completes, the list array will be sorted in ascending order.

        // Perform binary search
        int low = 0;
        int high = list.length - 1;
        while (low <= high) {
            int mid = (low + high) / 2;
            if (list[mid] == value) {
                break;
            } else if (list[mid] < value) {
                low = mid + 1;
            } else {
                high = mid - 1;
            }
        }
        long end = System.nanoTime();
        return (end - start);
    }

    // Helper method to perform quick sort on the list
    private static void quickSort(int[] list, int low, int high) {
        if (low < high) {
            int partIndex = partition(list, low, high);
            quickSort(list, low, partIndex - 1);
            quickSort(list, partIndex + 1, high);
        }
    } //used to divide the sub-array into two sub-arrays

    // Helper method to partition the list for quick sort
    private static int partition(int[] list, int low, int high) {
        //partition: part into 2 sub arrays
        int pivot = list[high]; 
        //pivot element, which is the last element in the sub-array indicated by the "high" 
        int i = low - 1;
        for (int j = low; j <= high - 1; j++) {
            // iterates through the subarray from "low" to "high - 1" with another index "j"
            if (list[j] < pivot) {
                i++;
                swap(list, i, j);
                //"i" and "j" are swapped so that the lesser element is in the first subarray
            }
        }
        // pivot element is swapped with the element at index "i + 1", so that it is now in between the two subarrays
        swap(list, i + 1, high);
        return i + 1;
    }//The method then returns the index of the pivot element, which is now in its final sorted position.

    // Helper method to swap two elements in the list
    private static void swap(int[] list, int i, int j) {
        int temp = list[i];
        list[i] = list[j];
        list[j] = temp;
    }
}

Hash.main(null);

Time to search for quiz result of 40 in hashmap: 2702 nanoseconds
Time to search for result of 40 in binary: 667226 nanoseconds