change Insertion sort to classical implementation + add isSorted func…

…tion to SortUtils + add SortUtilsRandomGenerator for generating random values and arrays
TheAlgorithms · siriak · Feb 26, 2023 · Oct 6, 2022 · Oct 21, 2022 · Oct 21, 2022
commit aa1f18aff125b66b6713cdde92a47fc3a07bc30d
diff --git a/src/main/java/com/thealgorithms/sorts/InsertionSort.java b/src/main/java/com/thealgorithms/sorts/InsertionSort.java
@@ -1,45 +1,88 @@
 package com.thealgorithms.sorts;
 
-import static com.thealgorithms.sorts.SortUtils.less;
-import static com.thealgorithms.sorts.SortUtils.print;
+import java.util.function.Function;
+
+import static com.thealgorithms.sorts.SortUtils.*;
 
 class InsertionSort implements SortAlgorithm {
 
     /**
      * Generic insertion sort algorithm in increasing order.
      *
      * @param array the array to be sorted.
-     * @param <T> the class of array.
+     * @param <T>   the class of array.
      * @return sorted array.
      */
     @Override
     public <T extends Comparable<T>> T[] sort(T[] array) {
-        for (int i = 1; i < array.length; i++) {
-            T insertValue = array[i];
-            int j;
-            for (j = i - 1; j >= 0 && less(insertValue, array[j]); j--) {
-                array[j + 1] = array[j];
-            }
-            if (j != i - 1) {
-                array[j + 1] = insertValue;
+        for (int i = 1; i < array.length; i++)
+            for (int j = i; j > 0 && less(array[j], array[j - 1]); j--)
+                swap(array, j, j - 1);
+        return array;
+    }
+
+    /**
+     * Sentinel sort is a function which on the first step finds the minimal element in the provided
+     * array and puts it to the zero position, such a trick gives us an ability to avoid redundant
+     * comparisons like `j > 0` and swaps (we can move elements on position right, until we find
+     * the right position for the chosen element) on further step.
+     *
+     * @param array the array to be sorted
+     * @param <T>   Generic type which extends Comparable interface.
+     * @return sorted array
+     */
+    public <T extends Comparable<T>> T[] sentinelSort(T[] array) {
+        int minElemIndex = 0;
+        int n = array.length;
+        if (n < 1)
+            return array;
+
+        // put the smallest element to the 0 position as a sentinel, which will allow us to avoid
+        // redundant comparisons like `j > 0` further
+        for (int i = 1; i < n; i++)
+            if (less(array[i], array[minElemIndex]))
+                minElemIndex = i;
+        swap(array, 0, minElemIndex);
+
+        for (int i = 2; i < n; i++) {
+            int j = i;
+            T currentValue = array[i];
+            while (less(currentValue, array[j - 1])) {
+                array[j] = array[j - 1];
+                j--;
             }
+
+            array[j] = currentValue;
         }
+
         return array;
     }
 
     /**
      * Driver Code
      */
     public static void main(String[] args) {
-        Integer[] integers = { 4, 23, 6, 78, 1, 54, 231, 9, 12 };
-        InsertionSort sort = new InsertionSort();
-        sort.sort(integers);
-        print(integers);
-        /* [1, 4, 6, 9, 12, 23, 54, 78, 231] */
-
-        String[] strings = { "c", "a", "e", "b", "d" };
-        sort.sort(strings);
-        print(strings);
-        /* [a, b, c, d, e] */
+        int size = 100_000;
+        Double[] randomArray = SortUtilsRandomGenerator.generateArray(size);
+        Double[] copyRandomArray = new Double[size];
+        System.arraycopy(randomArray, 0, copyRandomArray, 0, size);
+
+        InsertionSort insertionSort = new InsertionSort();
+        double insertionTime = measureApproxExecTime(insertionSort::sort, randomArray);
+        System.out.printf("Original insertion time: %5.2f  sec.\n", insertionTime);
+
+        double insertionSentinelTime = measureApproxExecTime(insertionSort::sentinelSort, copyRandomArray);
+        System.out.printf("Sentinel insertion time: %5.2f  sec.\n", insertionSentinelTime);
+
+        // ~ 1.5 time sentinel sort is faster, then classical Insertion sort implementation.
+        System.out.printf("Sentinel insertion is %f3.2 time faster than Original insertion sort\n",
+                insertionTime / insertionSentinelTime);
+    }
+
+    private static double measureApproxExecTime(Function<Double[], Double[]> sortAlgorithm, Double[] randomArray) {
+        long start = System.currentTimeMillis();
+        sortAlgorithm.apply(randomArray);
+        long end = System.currentTimeMillis();
+        return (end - start) / 1000.0;
     }
 }
diff --git a/src/main/java/com/thealgorithms/sorts/SortUtils.java b/src/main/java/com/thealgorithms/sorts/SortUtils.java
@@ -99,4 +99,17 @@ static <T extends Comparable<T>> void flip(T[] array, int left, int right) {
             swap(array, left++, right--);
         }
     }
+
+    /**
+     * Function to check if the array is sorted. By default, it will check if the array is sorted in ASC order.
+     *
+     * @param array - an array which to check is it sorted or not.
+     * @return true - if array sorted in ASC order, false otherwise.
+     */
+    static <T extends Comparable<T>> boolean isSorted(T[] array) {
+        for (int i = 1; i < array.length; i++)
+            if (less(array[i], array[i - 1]))
+                return false;
+        return true;
+    }
 }
diff --git a/src/main/java/com/thealgorithms/sorts/SortUtilsRandomGenerator.java b/src/main/java/com/thealgorithms/sorts/SortUtilsRandomGenerator.java
@@ -0,0 +1,38 @@
+package com.thealgorithms.sorts;
+
+import java.util.Random;
+
+public class SortUtilsRandomGenerator {
+
+    private static final Random random;
+    private static final long seed;
+
+    static {
+        seed = System.currentTimeMillis();
+        random = new Random(seed);
+    }
+
+
+    /**
+     * Function to generate array of double values, with predefined size.
+     *
+     * @param size result array size
+     * @return array of Double values, randomly generated, each element is between [0, 1)
+     */
+    public static Double[] generateArray(int size) {
+        Double[] arr = new Double[size];
+        for (int i = 0; i < size; i++)
+            arr[i] = generateDouble();
+        return arr;
+    }
+
+    /**
+     * Function to generate Double value.
+     *
+     * @return Double value [0, 1)
+     */
+    public static Double generateDouble() {
+        return random.nextDouble();
+    }
+
+}
diff --git a/src/test/java/com/thealgorithms/sorts/InsertionSortTest.java b/src/test/java/com/thealgorithms/sorts/InsertionSortTest.java
@@ -0,0 +1,114 @@
+package com.thealgorithms.sorts;
+
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+
+import java.util.function.Function;
+
+import static org.junit.jupiter.api.Assertions.*;
+
+class InsertionSortTest {
+    private InsertionSort insertionSort;
+
+    @BeforeEach
+    void setUp() {
+        insertionSort = new InsertionSort();
+    }
+
+    @Test
+    void insertionSortSortEmptyArrayShouldPass() {
+        testEmptyArray(insertionSort::sort);
+        testEmptyArray(insertionSort::sentinelSort);
+    }
+
+    private void testEmptyArray(Function<Integer[], Integer[]> sortAlgorithm) {
+        Integer[] array = {};
+        Integer[] sorted = sortAlgorithm.apply(array);
+        Integer[] expected = {};
+        assertArrayEquals(expected, sorted);
+        assertTrue(SortUtils.isSorted(sorted));
+    }
+
+    @Test
+    void insertionSortClassicalSortSingleValueArrayShouldPass() {
+        testSingleValue(insertionSort::sort);
+        testSingleValue(insertionSort::sentinelSort);
+    }
+
+    private void testSingleValue(Function<Integer[], Integer[]> sortAlgorithm) {
+        Integer[] array = {7};
+        Integer[] sorted = sortAlgorithm.apply(array);
+        Integer[] expected = {7};
+        assertArrayEquals(expected, sorted);
+        assertTrue(SortUtils.isSorted(sorted));
+    }
+
+    @Test
+    void insertionSortClassicalWithIntegerArrayShouldPass() {
+        testIntegerArray(insertionSort::sort);
+        testIntegerArray(insertionSort::sentinelSort);
+    }
+
+    private void testIntegerArray(Function<Integer[], Integer[]> sortAlgorithm) {
+        Integer[] array = {49, 4, 36, 9, 144, 1};
+        Integer[] sorted = sortAlgorithm.apply(array);
+        Integer[] expected = {1, 4, 9, 36, 49, 144};
+        assertArrayEquals(expected, sorted);
+        assertTrue(SortUtils.isSorted(sorted));
+    }
+
+    @Test
+    void insertionSortClassicalForArrayWithNegativeValuesShouldPass() {
+        testWithNegativeValues(insertionSort::sort);
+        testWithNegativeValues(insertionSort::sentinelSort);
+    }
+
+    private void testWithNegativeValues(Function<Integer[], Integer[]> sortAlgorithm) {
+        Integer[] array = {49, -36, -144, -49, 1, 9};
+        Integer[] sorted = sortAlgorithm.apply(array);
+        Integer[] expected = {-144, -49, -36, 1, 9, 49};
+        assertArrayEquals(expected, sorted);
+        assertTrue(SortUtils.isSorted(sorted));
+    }
+
+    @Test
+    void insertionSortClassicalForArrayWithDuplicateValuesShouldPass() {
+        testWithDuplicates(insertionSort::sort);
+        testWithDuplicates(insertionSort::sentinelSort);
+    }
+
+    private void testWithDuplicates(Function<Integer[], Integer[]> sortAlgorithm) {
+        Integer[] array = {36, 1, 49, 1, 4, 9};
+        Integer[] sorted = sortAlgorithm.apply(array);
+        Integer[] expected = {1, 1, 4, 9, 36, 49};
+        assertArrayEquals(expected, sorted);
+        assertTrue(SortUtils.isSorted(sorted));
+    }
+
+    @Test
+    void insertionSortClassicalWithStringArrayShouldPass() {
+        testWithStringArray(insertionSort::sort);
+        testWithStringArray(insertionSort::sentinelSort);
+    }
+
+    private void testWithStringArray(Function<String[], String[]> sortAlgorithm) {
+        String[] array = {"c", "a", "e", "b", "d"};
+        String[] sorted = sortAlgorithm.apply(array);
+        String[] expected = {"a", "b", "c", "d", "e"};
+        assertArrayEquals(expected, sorted);
+        assertTrue(SortUtils.isSorted(sorted));
+    }
+
+    @Test
+    void insertionSortClassicalWithRandomArrayPass() {
+        testWithRandomArray(insertionSort::sort);
+        testWithRandomArray(insertionSort::sentinelSort);
+    }
+
+    private void testWithRandomArray(Function<Double[], Double[]> sortAlgorithm) {
+        int randomSize = (int) (SortUtilsRandomGenerator.generateDouble() * 10_000);
+        Double[] array = SortUtilsRandomGenerator.generateArray(randomSize);
+        Double[] sorted = sortAlgorithm.apply(array);
+        assertTrue(SortUtils.isSorted(sorted));
+    }
+}
diff --git a/src/test/java/com/thealgorithms/sorts/SortUtilsRandomGeneratorTest.java b/src/test/java/com/thealgorithms/sorts/SortUtilsRandomGeneratorTest.java
@@ -0,0 +1,31 @@
+package com.thealgorithms.sorts;
+
+import org.junit.jupiter.api.RepeatedTest;
+import org.junit.jupiter.api.Test;
+
+import static org.assertj.core.api.Assertions.assertThat;
+
+class SortUtilsRandomGeneratorTest {
+
+    @RepeatedTest(1000)
+    void generateArray() {
+        int size = 1_000;
+        Double[] doubles = SortUtilsRandomGenerator.generateArray(size);
+        assertThat(doubles).hasSize(size);
+        assertThat(doubles).doesNotContainNull();
+    }
+
+    @Test
+    void generateArrayEmpty() {
+        int size = 0;
+        Double[] doubles = SortUtilsRandomGenerator.generateArray(size);
+        assertThat(doubles).hasSize(size);
+    }
+
+    @RepeatedTest(1000)
+    void generateDouble() {
+        Double randomDouble = SortUtilsRandomGenerator.generateDouble();
+        assertThat(randomDouble).isBetween(0.0, 1.0);
+        assertThat(randomDouble).isNotEqualTo(1.0);
+    }
+}
diff --git a/src/test/java/com/thealgorithms/sorts/SortUtilsTest.java b/src/test/java/com/thealgorithms/sorts/SortUtilsTest.java
@@ -0,0 +1,44 @@
+package com.thealgorithms.sorts;
+
+import org.junit.jupiter.api.Test;
+
+import static org.junit.jupiter.api.Assertions.*;
+
+class SortUtilsTest {
+
+    @Test
+    void isSortedEmptyArray() {
+        Double[] emptyArray = {};
+        assertTrue(SortUtils.isSorted(emptyArray));
+    }
+
+    @Test
+    void isSortedWithSingleElement() {
+        Double[] singleElementArray = {1.0};
+        assertTrue(SortUtils.isSorted(singleElementArray));
+    }
+
+    @Test
+    void isSortedTrue() {
+        Integer[] array = {1, 1, 2, 3, 5, 8, 11};
+        assertTrue(SortUtils.isSorted(array));
+
+        Integer[] identicalArray = {1, 1, 1, 1, 1};
+        assertTrue(SortUtils.isSorted(identicalArray));
+
+        Double[] doubles = {-15.123, -15.111, 0.0, 0.12, 0.15};
+        assertTrue(SortUtils.isSorted(doubles));
+    }
+
+    @Test
+    void isSortedFalse() {
+        Double[] array = {1.0, 3.0, -0.15};
+        assertFalse(SortUtils.isSorted(array));
+
+        Integer[] array2 = {14, 15, 16, 1};
+        assertFalse(SortUtils.isSorted(array2));
+
+        Integer[] array3 = {5, 4, 3, 2, 1};
+        assertFalse(SortUtils.isSorted(array3));
+    }
+}