Merge pull request #68 from eugenp/master

update

.gitignore

@@ -85,5 +85,6 @@ transaction.log
 *-shell.log
 
 apache-cxf/cxf-aegis/baeldung.xml
+testing-modules/report-*.json
 
 libraries-2/*.db

algorithms-searching/src/main/java/com/baeldung/algorithms/kthsmallest/KthSmallest.java

@@ -0,0 +1,126 @@
+package com.baeldung.algorithms.kthsmallest;
+
+import java.util.Arrays;
+import java.util.NoSuchElementException;
+
+import static java.lang.Math.max;
+import static java.lang.Math.min;
+
+public class KthSmallest {
+
+    public static int findKthSmallestElement(int k, int[] list1, int[] list2)  throws NoSuchElementException, IllegalArgumentException {
+
+        checkInput(k, list1, list2);
+
+        // we are looking for the minimum value
+        if(k == 1) {
+            return min(list1[0], list2[0]);
+        }
+
+        // we are looking for the maximum value
+        if(list1.length + list2.length == k) {
+            return max(list1[list1.length-1], list2[list2.length-1]);
+        }
+
+        // swap lists if needed to make sure we take at least one element from list1
+        if(k <= list2.length && list2[k-1] < list1[0]) {
+            int[] list1_ = list1;
+            list1 = list2;
+            list2 = list1_;
+        }
+
+        // correct left boundary if k is bigger than the size of list2
+        int left = k < list2.length ? 0 : k - list2.length - 1;
+
+        // the inital right boundary cannot exceed the list1
+        int right = min(k-1, list1.length - 1);
+
+        int nElementsList1, nElementsList2;
+
+        // binary search
+        do {
+            nElementsList1 = ((left + right) / 2) + 1;
+            nElementsList2 = k - nElementsList1;
+
+            if(nElementsList2 > 0) {
+                if (list1[nElementsList1 - 1] > list2[nElementsList2 - 1]) {
+                    right = nElementsList1 - 2;
+                } else {
+                    left = nElementsList1;
+                }
+            }
+        } while(!kthSmallesElementFound(list1, list2, nElementsList1, nElementsList2));
+
+        return nElementsList2 == 0 ? list1[nElementsList1-1] : max(list1[nElementsList1-1], list2[nElementsList2-1]);
+    }
+
+    private static boolean kthSmallesElementFound(int[] list1, int[] list2, int nElementsList1, int nElementsList2) {
+
+        // we do not take any element from the second list
+        if(nElementsList2 < 1) {
+            return true;
+        }
+
+        if(list1[nElementsList1-1] == list2[nElementsList2-1]) {
+            return true;
+        }
+
+        if(nElementsList1 == list1.length) {
+            return list1[nElementsList1-1] <= list2[nElementsList2];
+        }
+
+        if(nElementsList2 == list2.length) {
+            return list2[nElementsList2-1] <= list1[nElementsList1];
+        }
+
+        return list1[nElementsList1-1] <= list2[nElementsList2] && list2[nElementsList2-1] <= list1[nElementsList1];
+    }
+
+
+    private static void checkInput(int k, int[] list1, int[] list2) throws NoSuchElementException, IllegalArgumentException {
+
+        if(list1 == null || list2 == null || k < 1) {
+            throw new IllegalArgumentException();
+        }
+
+        if(list1.length == 0 || list2.length == 0) {
+            throw new IllegalArgumentException();
+        }
+
+        if(k > list1.length + list2.length) {
+            throw new NoSuchElementException();
+        }
+    }
+
+    public static int getKthElementSorted(int[] list1, int[] list2, int k) {
+
+        int length1 = list1.length, length2 = list2.length;
+        int[] combinedArray = new int[length1 + length2];
+        System.arraycopy(list1, 0, combinedArray, 0, list1.length);
+        System.arraycopy(list2, 0, combinedArray, list1.length, list2.length);
+        Arrays.sort(combinedArray);
+
+        return combinedArray[k-1];
+    }
+
+    public static int getKthElementMerge(int[] list1, int[] list2, int k) {
+
+        int i1 = 0, i2 = 0;
+
+        while(i1 < list1.length && i2 < list2.length && (i1 + i2) < k) {
+            if(list1[i1] < list2[i2]) {
+                i1++;
+            } else {
+                i2++;
+            }
+        }
+
+        if((i1 + i2) < k) {
+            return i1 < list1.length ? list1[k - i2 - 1] : list2[k - i1 - 1];
+        } else if(i1 > 0 && i2 > 0) {
+            return Math.max(list1[i1-1], list2[i2-1]);
+        } else {
+            return i1 == 0 ? list2[i2-1] : list1[i1-1];
+        }
+    }
+}

algorithms-searching/src/test/java/com/baeldung/algorithms/kthsmallest/KthSmallestUnitTest.java

@@ -0,0 +1,288 @@
+package com.baeldung.algorithms.kthsmallest;
+
+import org.junit.jupiter.api.Nested;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.function.Executable;
+
+import java.util.*;
+
+import static com.baeldung.algorithms.kthsmallest.KthSmallest.*;
+import static org.junit.jupiter.api.Assertions.*;
+
+public class KthSmallestUnitTest {
+
+    @Nested
+    class Exceptions {
+
+        @Test
+        public void when_at_least_one_list_is_null_then_an_exception_is_thrown() {
+
+            Executable executable1 = () -> findKthSmallestElement(1, null, null);
+            Executable executable2 = () -> findKthSmallestElement(1, new int[]{2}, null);
+            Executable executable3 = () -> findKthSmallestElement(1, null, new int[]{2});
+
+            assertThrows(IllegalArgumentException.class, executable1);
+            assertThrows(IllegalArgumentException.class, executable2);
+            assertThrows(IllegalArgumentException.class, executable3);
+        }
+
+        @Test
+        public void when_at_least_one_list_is_empty_then_an_exception_is_thrown() {
+
+            Executable executable1 = () -> findKthSmallestElement(1, new int[]{}, new int[]{2});
+            Executable executable2 = () -> findKthSmallestElement(1, new int[]{2}, new int[]{});
+            Executable executable3 = () -> findKthSmallestElement(1, new int[]{}, new int[]{});
+
+            assertThrows(IllegalArgumentException.class, executable1);
+            assertThrows(IllegalArgumentException.class, executable2);
+            assertThrows(IllegalArgumentException.class, executable3);
+        }
+
+        @Test
+        public void when_k_is_smaller_than_0_then_an_exception_is_thrown() {
+            Executable executable1 = () -> findKthSmallestElement(-1, new int[]{2}, new int[]{2});
+            assertThrows(IllegalArgumentException.class, executable1);
+        }
+
+        @Test
+        public void when_k_is_smaller_than_1_then_an_exception_is_thrown() {
+            Executable executable1 = () -> findKthSmallestElement(0, new int[]{2}, new int[]{2});
+            assertThrows(IllegalArgumentException.class, executable1);
+        }
+
+        @Test
+        public void when_k_bigger_then_the_two_lists_then_an_exception_is_thrown() {
+            Executable executable1 = () -> findKthSmallestElement(6, new int[]{1, 5, 6}, new int[]{2, 5});
+            assertThrows(NoSuchElementException.class, executable1);
+        }
+
+    }
+
+    @Nested
+    class K_is_smaller_than_the_size_of_list1_and_the_size_of_list2 {
+
+        @Test
+        public void when_k_is_1_then_the_smallest_element_is_returned_from_list1() {
+            int result = findKthSmallestElement(1, new int[]{2, 7}, new int[]{3, 5});
+            assertEquals(2, result);
+        }
+
+        @Test
+        public void when_k_is_1_then_the_smallest_element_is_returned_list2() {
+            int result = findKthSmallestElement(1, new int[]{3, 5}, new int[]{2, 7});
+            assertEquals(2, result);
+        }
+
+        @Test
+        public void when_kth_element_is_smallest_element_and_occurs_in_both_lists() {
+            int[] list1 = new int[]{1, 2, 3};
+            int[] list2 = new int[]{1, 2, 3};
+            int result = findKthSmallestElement(1, list1, list2);
+            assertEquals(1, result);
+        }
+
+        @Test
+        public void when_kth_element_is_smallest_element_and_occurs_in_both_lists2() {
+            int[] list1 = new int[]{1, 2, 3};
+            int[] list2 = new int[]{1, 2, 3};
+            int result = findKthSmallestElement(2, list1, list2);
+            assertEquals(1, result);
+        }
+
+        @Test
+        public void when_kth_element_is_largest_element_and_occurs_in_both_lists_1() {
+            int[] list1 = new int[]{1, 2, 3};
+            int[] list2 = new int[]{1, 2, 3};
+            int result = findKthSmallestElement(5, list1, list2);
+            assertEquals(3, result);
+        }
+
+        @Test
+        public void when_kth_element_is_largest_element_and_occurs_in_both_lists_2() {
+            int[] list1 = new int[]{1, 2, 3};
+            int[] list2 = new int[]{1, 2, 3};
+            int result = findKthSmallestElement(6, list1, list2);
+            assertEquals(3, result);
+        }
+
+        @Test
+        public void when_kth_element_and_occurs_in_both_lists() {
+            int[] list1 = new int[]{1, 2, 3};
+            int[] list2 = new int[]{0, 2, 3};
+            int result = findKthSmallestElement(3, list1, list2);
+            assertEquals(2, result);
+        }
+
+        @Test
+        public void and_kth_element_is_in_first_list() {
+            int[] list1 = new int[]{1,2,3,4};
+            int[] list2 = new int[]{1,3,4,5};
+            int result = findKthSmallestElement(3,  list1, list2);
+            assertEquals(2, result);
+        }
+
+        @Test
+        public void and_kth_is_in_second_list() {
+            int[] list1 = new int[]{1,3,4,4};
+            int[] list2 = new int[]{1,2,4,5};
+            int result = findKthSmallestElement(3,  list1, list2);
+            assertEquals(2, result);
+        }
+
+        @Test
+        public void and_elements_in_first_list_are_all_smaller_than_second_list() {
+            int[] list1 = new int[]{1,3,7,9};
+            int[] list2 = new int[]{11,12,14,15};
+            int result = findKthSmallestElement(3,  list1, list2);
+            assertEquals(7, result);
+        }
+
+        @Test
+        public void and_elements_in_first_list_are_all_smaller_than_second_list2() {
+            int[] list1 = new int[]{1,3,7,9};
+            int[] list2 = new int[]{11,12,14,15};
+            int result = findKthSmallestElement(4,  list1, list2);
+            assertEquals(9, result);
+        }
+
+        @Test
+        public void and_only_elements_from_second_list_are_part_of_result() {
+            int[] list1 = new int[]{11,12,14,15};
+            int[] list2 = new int[]{1,3,7,9};
+            int result = findKthSmallestElement(3,  list1, list2);
+            assertEquals(7, result);
+        }
+
+        @Test
+        public void and_only_elements_from_second_list_are_part_of_result2() {
+            int[] list1 = new int[]{11,12,14,15};
+            int[] list2 = new int[]{1,3,7,9};
+            int result = findKthSmallestElement(4,  list1, list2);
+            assertEquals(9, result);
+        }
+    }
+
+    @Nested
+    class K_is_bigger_than_the_size_of_at_least_one_of_the_lists {
+
+        @Test
+        public void k_is_smaller_than_list1_and_bigger_than_list2() {
+            int[] list1 = new int[]{1, 2, 3, 4, 7, 9};
+            int[] list2 = new int[]{1, 2, 3};
+            int result = findKthSmallestElement(5, list1, list2);
+            assertEquals(3, result);
+        }
+
+        @Test
+        public void k_is_bigger_than_list1_and_smaller_than_list2() {
+            int[] list1 = new int[]{1, 2, 3};
+            int[] list2 = new int[]{1, 2, 3, 4, 7, 9};
+            int result = findKthSmallestElement(5, list1, list2);
+            assertEquals(3, result);
+        }
+
+        @Test
+        public void when_k_is_bigger_than_the_size_of_both_lists_and_elements_in_second_list_are_all_smaller_than_first_list() {
+            int[] list1 = new int[]{9, 11, 13, 55};
+            int[] list2 = new int[]{1, 2, 3, 7};
+            int result = findKthSmallestElement(6, list1, list2);
+            assertEquals(11, result);
+        }
+
+        @Test
+        public void when_k_is_bigger_than_the_size_of_both_lists_and_elements_in_second_list_are_all_bigger_than_first_list() {
+            int[] list1 = new int[]{1, 2, 3, 7};
+            int[] list2 = new int[]{9, 11, 13, 55};
+            int result = findKthSmallestElement(6, list1, list2);
+            assertEquals(11, result);
+        }
+
+        @Test
+        public void when_k_is_bigger_than_the_size_of_both_lists() {
+            int[] list1 = new int[]{3, 7, 9, 11, 55};
+            int[] list2 = new int[]{1, 2, 3, 7, 13};
+            int result = findKthSmallestElement(7, list1, list2);
+            assertEquals(9, result);
+        }
+
+        @Test
+        public void when_k_is_bigger_than_the_size_of_both_lists_and_list1_has_more_elements_than_list2() {
+            int[] list1 = new int[]{3, 7, 9, 11, 55, 77, 100, 200};
+            int[] list2 = new int[]{1, 2, 3, 7, 13};
+            int result = findKthSmallestElement(11, list1, list2);
+            assertEquals(77, result);
+        }
+
+        @Test
+        public void max_test() {
+            int[] list1 = new int[]{100, 200};
+            int[] list2 = new int[]{1, 2, 3};
+            int result = findKthSmallestElement(4, list1, list2);
+            assertEquals(100, result);
+        }
+
+        @Test
+        public void max_test2() {
+            int[] list1 = new int[]{100, 200};
+            int[] list2 = new int[]{1, 2, 3};
+            int result = findKthSmallestElement(5, list1, list2);
+            assertEquals(200, result);
+        }
+
+        @Test
+        public void when_k_is_smaller_than_the_size_of_both_lists_and_kth_element_in_list2() {
+            int[] list1 = new int[]{1, 2, 5};
+            int[] list2 = new int[]{1, 3, 4, 7};
+            int result = findKthSmallestElement(4, list1, list2);
+            assertEquals(3, result);
+        }
+
+        @Test
+        public void when_k_is_smaller_than_the_size_of_both_lists_and_kth_element_is_smallest_in_list2() {
+            int[] list1 = new int[]{1, 2, 5};
+            int[] list2 = new int[]{3, 4, 7};
+            int result = findKthSmallestElement(3, list1, list2);
+            assertEquals(3, result);
+        }
+
+        @Test
+        public void when_k_is_smaller_than_the_size_of_both_lists_and_kth_element_is_smallest_in_list23() {
+            int[] list1 = new int[]{3, 11, 27, 53, 90};
+            int[] list2 = new int[]{4, 20, 21, 100};
+            int result = findKthSmallestElement(5, list1, list2);
+            assertEquals(21, result);
+        }
+    }
+
+//    @Test
+//    public void randomTests() {
+//        IntStream.range(1, 100000).forEach(i -> random());
+//    }
+
+    private void random() {
+
+        Random random = new Random();
+        int length1 = (Math.abs(random.nextInt())) % 1000 + 1;
+        int length2 = (Math.abs(random.nextInt())) % 1000 + 1;
+
+        int[] list1 = sortedRandomIntArrayOfLength(length1);
+        int[] list2 = sortedRandomIntArrayOfLength(length2);
+
+        int k = (Math.abs(random.nextInt()) % (length1 + length2)) + 1 ;
+
+        int result = findKthSmallestElement(k,  list1, list2);
+
+        int result2 = getKthElementSorted(list1, list2, k);
+
+        int result3 = getKthElementMerge(list1, list2, k);
+
+        assertEquals(result2, result);
+        assertEquals(result2, result3);
+    }
+
+    private int[] sortedRandomIntArrayOfLength(int length) {
+        int[] intArray = new Random().ints(length).toArray();
+        Arrays.sort(intArray);
+        return intArray;
+    }
+}

apache-cxf/README.md

@@ -7,4 +7,3 @@ This module contains articles about Apache CXF
 - [Apache CXF Support for RESTful Web Services](https://www.baeldung.com/apache-cxf-rest-api)
 - [A Guide to Apache CXF with Spring](https://www.baeldung.com/apache-cxf-with-spring)
 - [Introduction to Apache CXF](https://www.baeldung.com/introduction-to-apache-cxf)
-- [Server-Sent Events (SSE) In JAX-RS](https://www.baeldung.com/java-ee-jax-rs-sse)

apache-cxf/sse-jaxrs/README.md

@@ -0,0 +1,3 @@
+### Relevant Articles:
+
+- [Server-Sent Events (SSE) In JAX-RS](https://www.baeldung.com/java-ee-jax-rs-sse)

apache-poi/src/main/java/com/baeldung/poi/excel/setformula/ExcelFormula.java

@@ -0,0 +1,26 @@
+package com.baeldung.poi.excel.setformula;
+
+import org.apache.poi.xssf.usermodel.XSSFCell;
+import org.apache.poi.xssf.usermodel.XSSFFormulaEvaluator;
+import org.apache.poi.xssf.usermodel.XSSFSheet;
+import org.apache.poi.xssf.usermodel.XSSFWorkbook;
+
+import java.io.File;
+import java.io.FileOutputStream;
+import java.io.IOException;
+
+public class ExcelFormula {
+    public double setFormula(String fileLocation, XSSFWorkbook wb, String formula) throws IOException {
+        XSSFSheet sheet = wb.getSheetAt(0);
+        int lastCellNum = sheet.getRow(0).getLastCellNum();
+        XSSFCell formulaCell = sheet.getRow(0).createCell(lastCellNum);
+        formulaCell.setCellFormula(formula);
+        XSSFFormulaEvaluator formulaEvaluator = wb.getCreationHelper().createFormulaEvaluator();
+        formulaEvaluator.evaluateFormulaCell(formulaCell);
+        FileOutputStream fileOut = new FileOutputStream(new File(fileLocation));
+        wb.write(fileOut);
+        wb.close();
+        fileOut.close();
+        return formulaCell.getNumericCellValue();
+    }
+}

apache-poi/src/test/java/com/baeldung/poi/excel/setformula/ExcelFormulaUnitTest.java

@@ -0,0 +1,51 @@
+package com.baeldung.poi.excel.setformula;
+
+import org.apache.poi.ss.util.CellReference;
+import org.apache.poi.xssf.usermodel.XSSFSheet;
+import org.apache.poi.xssf.usermodel.XSSFWorkbook;
+import org.junit.Assert;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+
+import java.io.File;
+import java.io.FileInputStream;
+import java.io.IOException;
+import java.net.URISyntaxException;
+import java.nio.file.Paths;
+
+class ExcelFormulaUnitTest {
+    private static String FILE_NAME = "com/baeldung/poi/excel/setformula/SetFormulaTest.xlsx";
+    private String fileLocation;
+    private ExcelFormula excelFormula;
+
+    @BeforeEach
+    public void setup() throws URISyntaxException {
+        fileLocation = Paths.get(ClassLoader.getSystemResource(FILE_NAME).toURI()).toString();
+        excelFormula = new ExcelFormula();
+    }
+
+    @Test
+    void givenExcelData_whenSetFormula_thenSuccess() throws IOException {
+        FileInputStream inputStream = new FileInputStream(new File(fileLocation));
+        XSSFWorkbook wb = new XSSFWorkbook(inputStream);
+        XSSFSheet sheet = wb.getSheetAt(0);
+        double resultColumnA = 0;
+        double resultColumnB = 0;
+        for (int row = 0; row <= sheet.getLastRowNum(); row++) {
+            resultColumnA += sheet.getRow(row).getCell(0).getNumericCellValue();
+            resultColumnB += sheet.getRow(row).getCell(1).getNumericCellValue();
+        }
+        String colNameA = CellReference.convertNumToColString(0);
+        String colNameB = CellReference.convertNumToColString(1);
+        String startCellA = colNameA + 1;
+        String stopCellA = colNameA + (sheet.getLastRowNum() + 1);
+        String sumFormulaForColumnA = String.format("SUM(%s:%s)", startCellA, stopCellA);
+        String startCellB = colNameB + 1;
+        String stopCellB = colNameB + (sheet.getLastRowNum() + 1);
+        String sumFormulaForColumnB = String.format("SUM(%s:%s)", startCellB, stopCellB);
+
+        double resultValue = excelFormula.setFormula(fileLocation, wb, sumFormulaForColumnA + "-" + sumFormulaForColumnB);
+
+        Assert.assertEquals(resultColumnA - resultColumnB, resultValue, 0d);
+    }
+}

core-java-modules/core-java-9-new-features/README.md

@@ -14,3 +14,4 @@ This module contains articles about core Java features that have been introduced
 - [Java 9 Reactive Streams](https://www.baeldung.com/java-9-reactive-streams)
 - [Multi-Release JAR Files with Maven](https://www.baeldung.com/maven-multi-release-jars)
 - [The Difference between RxJava API and the Java 9 Flow API](https://www.baeldung.com/rxjava-vs-java-flow-api)
+- [How to Get a Name of a Method Being Executed?](https://www.baeldung.com/java-name-of-executing-method)

core-java-modules/core-java-collections-2/src/test/java/com/baeldung/collections/sorting/JavaSortingUnitTest.java

@@ -5,7 +5,16 @@ import org.apache.commons.lang3.ArrayUtils;
 import org.junit.Before;
 import org.junit.Test;
 
-import java.util.*;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.Comparator;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.LinkedHashMap;
+import java.util.LinkedHashSet;
+import java.util.List;
+import java.util.Map;
 import java.util.Map.Entry;
 
 import static org.junit.Assert.assertTrue;
@@ -138,7 +147,7 @@ public class JavaSortingUnitTest {
         HashSet<Integer> descSortedIntegersSet = new LinkedHashSet<>(Arrays.asList(255, 200, 123, 89, 88, 66, 7, 5, 1));
 
         ArrayList<Integer> list = new ArrayList<>(integersSet);
-        list.sort((i1, i2) -> i2 - i1);
+        list.sort(Comparator.reverseOrder());
         integersSet = new LinkedHashSet<>(list);
 
         assertTrue(Arrays.equals(integersSet.toArray(), descSortedIntegersSet.toArray()));

core-java-modules/core-java-collections-list-3/pom.xml

@@ -21,6 +21,12 @@
             <artifactId>commons-collections4</artifactId>
             <version>${commons-collections4.version}</version>
         </dependency>
+        <dependency>
+            <groupId>com.google.guava</groupId>
+            <artifactId>guava</artifactId>
+            <version>${guava.version}</version>
+            <scope>compile</scope>
+        </dependency>
         <dependency>
             <groupId>org.assertj</groupId>
             <artifactId>assertj-core</artifactId>

core-java-modules/core-java-collections-list-3/src/test/java/com/baeldung/list/difference/FindDifferencesBetweenListsUnitTest.java

@@ -0,0 +1,96 @@
+package com.baeldung.list.difference;
+
+import com.google.common.collect.Sets;
+import org.apache.commons.collections4.CollectionUtils;
+import org.junit.Test;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+import java.util.stream.Collectors;
+
+import static org.junit.jupiter.api.Assertions.*;
+import static org.assertj.core.api.Assertions.*;
+
+public class FindDifferencesBetweenListsUnitTest {
+
+    private static final List<String> listOne = Arrays.asList("Jack", "Tom", "Sam", "John", "James", "Jack");
+    private static final List<String> listTwo = Arrays.asList("Jack", "Daniel", "Sam", "Alan", "James", "George");
+
+    @Test
+    public void givenLists_whenUsingPlainJavaImpl_thenDifferencesAreFound() {
+        List<String> differences = new ArrayList<>(listOne);
+        differences.removeAll(listTwo);
+        assertEquals(2, differences.size());
+        assertThat(differences).containsExactly("Tom", "John");
+    }
+
+    @Test
+    public void givenReverseLists_whenUsingPlainJavaImpl_thenDifferencesAreFound() {
+        List<String> differences = new ArrayList<>(listTwo);
+        differences.removeAll(listOne);
+        assertEquals(3, differences.size());
+        assertThat(differences).containsExactly("Daniel", "Alan", "George");
+    }
+
+    @Test
+    public void givenLists_whenUsingJavaStreams_thenDifferencesAreFound() {
+        List<String> differences = listOne.stream()
+                .filter(element -> !listTwo.contains(element))
+                .collect(Collectors.toList());
+        assertEquals(2, differences.size());
+        assertThat(differences).containsExactly("Tom", "John");
+    }
+
+    @Test
+    public void givenReverseLists_whenUsingJavaStreams_thenDifferencesAreFound() {
+        List<String> differences = listTwo.stream()
+                .filter(element -> !listOne.contains(element))
+                .collect(Collectors.toList());
+        assertEquals(3, differences.size());
+        assertThat(differences).containsExactly("Daniel", "Alan", "George");
+    }
+
+    @Test
+    public void givenLists_whenUsingGoogleGuava_thenDifferencesAreFound() {
+        List<String> differences = new ArrayList<>(Sets.difference(Sets.newHashSet(listOne), Sets.newHashSet(listTwo)));
+        assertEquals(2, differences.size());
+        assertThat(differences).containsExactlyInAnyOrder("Tom", "John");
+    }
+
+    @Test
+    public void givenReverseLists_whenUsingGoogleGuava_thenDifferencesAreFound() {
+        List<String> differences = new ArrayList<>(Sets.difference(Sets.newHashSet(listTwo), Sets.newHashSet(listOne)));
+        assertEquals(3, differences.size());
+        assertThat(differences).containsExactlyInAnyOrder("Daniel", "Alan", "George");
+    }
+
+    @Test
+    public void givenLists_whenUsingApacheCommons_thenDifferencesAreFound() {
+        List<String> differences = new ArrayList<>((CollectionUtils.removeAll(listOne, listTwo)));
+        assertEquals(2, differences.size());
+        assertThat(differences).containsExactly("Tom", "John");
+    }
+
+    @Test
+    public void givenReverseLists_whenUsingApacheCommons_thenDifferencesAreFound() {
+        List<String> differences = new ArrayList<>((CollectionUtils.removeAll(listTwo, listOne)));
+        assertEquals(3, differences.size());
+        assertThat(differences).containsExactly("Daniel", "Alan", "George");
+    }
+
+    @Test
+    public void givenLists_whenUsingPlainJavaImpl_thenDifferencesWithDuplicatesAreFound() {
+        List<String> differences = new ArrayList<>(listOne);
+        listTwo.forEach(differences::remove);
+        assertThat(differences).containsExactly("Tom", "John", "Jack");
+    }
+
+    @Test
+    public void givenLists_whenUsingApacheCommons_thenDifferencesWithDuplicatesAreFound() {
+        List<String> differences = new ArrayList<>(CollectionUtils.subtract(listOne, listTwo));
+        assertEquals(3, differences.size());
+        assertThat(differences).containsExactly("Tom", "John", "Jack");
+    }
+
+}

core-java-modules/core-java-concurrency-advanced-3/src/test/java/com/baeldung/workstealing/PrimeNumbersManualTest.java

@@ -15,7 +15,15 @@ import java.util.logging.Logger;
 
 import static org.junit.Assert.fail;
 
-public class PrimeNumbersUnitManualTest {
+/**
+ * This test expects the file target/test-classes/META-INF/BenchmarkList to be present.
+ *
+ * Before running the test ensure that the file is present. 
+ * If not, please run mvn install on the module.
+ * 
+ */
+
+public class PrimeNumbersManualTest {
 
     private static Logger logger = Logger.getAnonymousLogger();
 

core-java-modules/core-java-concurrency-advanced/src/main/java/com/baeldung/threadlocal/ThreadLocalAwareThreadPool.java

@@ -0,0 +1,25 @@
+package com.baeldung.threadlocal;
+
+import java.util.concurrent.BlockingQueue;
+import java.util.concurrent.RejectedExecutionHandler;
+import java.util.concurrent.ThreadFactory;
+import java.util.concurrent.ThreadPoolExecutor;
+import java.util.concurrent.TimeUnit;
+
+public class ThreadLocalAwareThreadPool extends ThreadPoolExecutor {
+
+    public ThreadLocalAwareThreadPool(int corePoolSize,
+      int maximumPoolSize,
+      long keepAliveTime,
+      TimeUnit unit,
+      BlockingQueue<Runnable> workQueue,
+      ThreadFactory threadFactory,
+      RejectedExecutionHandler handler) {
+        super(corePoolSize, maximumPoolSize, keepAliveTime, unit, workQueue, threadFactory, handler);
+    }
+
+    @Override
+    protected void afterExecute(Runnable r, Throwable t) {
+        // Call remove on each ThreadLocal
+    }
+}

core-java-modules/core-java-io-3/.gitignore

@@ -0,0 +1,2 @@
+test-link*
+0.*

core-java-modules/core-java-io-3/src/main/java/com/baeldung/copydirectory/ApacheCommons.java

@@ -0,0 +1,15 @@
+package com.baeldung.copydirectory;
+
+import java.io.File;
+import java.io.IOException;
+
+import org.apache.commons.io.FileUtils;
+
+public class ApacheCommons {
+
+    public static void copyDirectory(String sourceDirectoryLocation, String destinationDirectoryLocation) throws IOException {
+        File sourceDirectory = new File(sourceDirectoryLocation);
+        File destinationDirectory = new File(destinationDirectoryLocation);
+        FileUtils.copyDirectory(sourceDirectory, destinationDirectory);
+    }
+}

core-java-modules/core-java-io-3/src/main/java/com/baeldung/copydirectory/CoreOld.java

@@ -0,0 +1,38 @@
+package com.baeldung.copydirectory;
+
+import java.io.File;
+import java.io.FileInputStream;
+import java.io.FileOutputStream;
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.OutputStream;
+
+public class CoreOld {
+
+    public static void copyDirectoryJavaUnder7(File source, File destination) throws IOException {
+        if (source.isDirectory()) {
+            copyDirectory(source, destination);
+        } else {
+            copyFile(source, destination);
+        }
+    }
+
+    private static void copyDirectory(File sourceDirectory, File destinationDirectory) throws IOException {
+        if (!destinationDirectory.exists()) {
+            destinationDirectory.mkdir();
+        }
+        for (String f : sourceDirectory.list()) {
+            copyDirectoryJavaUnder7(new File(sourceDirectory, f), new File(destinationDirectory, f));
+        }
+    }
+
+    private static void copyFile(File sourceFile, File destinationFile) throws IOException {
+        try (InputStream in = new FileInputStream(sourceFile); OutputStream out = new FileOutputStream(destinationFile)) {
+            byte[] buf = new byte[1024];
+            int length;
+            while ((length = in.read(buf)) > 0) {
+                out.write(buf, 0, length);
+            }
+        }
+    }
+}

core-java-modules/core-java-io-3/src/main/java/com/baeldung/copydirectory/JavaNio.java

@@ -0,0 +1,22 @@
+package com.baeldung.copydirectory;
+
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.nio.file.Paths;
+
+public class JavaNio {
+
+    public static void copyDirectory(String sourceDirectoryLocation, String destinationDirectoryLocation) throws IOException {
+        Files.walk(Paths.get(sourceDirectoryLocation))
+          .forEach(source -> {
+              Path destination = Paths.get(destinationDirectoryLocation, source.toString()
+                .substring(sourceDirectoryLocation.length()));
+              try {
+                  Files.copy(source, destination);
+              } catch (IOException e) {
+                  e.printStackTrace();
+              }
+          });
+    }
+}

core-java-modules/core-java-io-3/src/test/java/com/baeldung/copydirectory/ApacheCommonsUnitTest.java

@@ -0,0 +1,59 @@
+package com.baeldung.copydirectory;
+
+import static org.junit.Assert.assertTrue;
+import static org.junit.jupiter.api.Assertions.assertThrows;
+
+import java.io.File;
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.nio.file.Paths;
+import java.util.Comparator;
+
+import org.junit.jupiter.api.AfterEach;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+
+public class ApacheCommonsUnitTest {
+
+    private final String sourceDirectoryLocation = "src/test/resources/sourceDirectory3";
+    private final String subDirectoryName = "/childDirectory";
+    private final String fileName = "/file.txt";
+    private final String destinationDirectoryLocation = "src/test/resources/destinationDirectory3";
+
+    @BeforeEach
+    public void createDirectoryWithSubdirectoryAndFile() throws IOException {
+        Files.createDirectories(Paths.get(sourceDirectoryLocation));
+        Files.createDirectories(Paths.get(sourceDirectoryLocation + subDirectoryName));
+        Files.createFile(Paths.get(sourceDirectoryLocation + subDirectoryName + fileName));
+    }
+
+    @Test
+    public void whenSourceDirectoryExists_thenDirectoryIsFullyCopied() throws IOException {
+        ApacheCommons.copyDirectory(sourceDirectoryLocation, destinationDirectoryLocation);
+
+        assertTrue(new File(destinationDirectoryLocation).exists());
+        assertTrue(new File(destinationDirectoryLocation + subDirectoryName).exists());
+        assertTrue(new File(destinationDirectoryLocation + subDirectoryName + fileName).exists());
+    }
+
+    @Test
+    public void whenSourceDirectoryDoesNotExist_thenExceptionIsThrown() {
+        assertThrows(Exception.class, () -> ApacheCommons.copyDirectory("nonExistingDirectory", destinationDirectoryLocation));
+    }
+
+    @AfterEach
+    public void cleanUp() throws IOException {
+        Files.walk(Paths.get(sourceDirectoryLocation))
+            .sorted(Comparator.reverseOrder())
+            .map(Path::toFile)
+            .forEach(File::delete);
+        if (new File(destinationDirectoryLocation).exists()) {
+            Files.walk(Paths.get(destinationDirectoryLocation))
+                .sorted(Comparator.reverseOrder())
+                .map(Path::toFile)
+                .forEach(File::delete);
+        }
+    }
+
+}

core-java-modules/core-java-io-3/src/test/java/com/baeldung/copydirectory/CoreOldUnitTest.java

@@ -0,0 +1,63 @@
+package com.baeldung.copydirectory;
+
+import static org.junit.Assert.assertTrue;
+import static org.junit.jupiter.api.Assertions.assertThrows;
+
+import java.io.File;
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.nio.file.Paths;
+import java.util.Comparator;
+
+import org.junit.jupiter.api.AfterEach;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+
+public class CoreOldUnitTest {
+
+    private final String sourceDirectoryLocation = "src/test/resources/sourceDirectory1";
+    private final String subDirectoryName = "/childDirectory";
+    private final String fileName = "/file.txt";
+    private final String destinationDirectoryLocation = "src/test/resources/destinationDirectory1";
+
+    @BeforeEach
+    public void createDirectoryWithSubdirectoryAndFile() throws IOException {
+        Files.createDirectories(Paths.get(sourceDirectoryLocation));
+        Files.createDirectories(Paths.get(sourceDirectoryLocation + subDirectoryName));
+        Files.createFile(Paths.get(sourceDirectoryLocation + subDirectoryName + fileName));
+    }
+
+    @Test
+    public void whenSourceDirectoryExists_thenDirectoryIsFullyCopied() throws IOException {
+        File sourceDirectory = new File(sourceDirectoryLocation);
+        File destinationDirectory = new File(destinationDirectoryLocation);
+        CoreOld.copyDirectoryJavaUnder7(sourceDirectory, destinationDirectory);
+
+        assertTrue(new File(destinationDirectoryLocation).exists());
+        assertTrue(new File(destinationDirectoryLocation + subDirectoryName).exists());
+        assertTrue(new File(destinationDirectoryLocation + subDirectoryName + fileName).exists());
+    }
+
+    @Test
+    public void whenSourceDirectoryDoesNotExist_thenExceptionIsThrown() throws IOException {
+        File sourceDirectory = new File("nonExistingDirectory");
+        File destinationDirectory = new File(destinationDirectoryLocation);
+        assertThrows(IOException.class, () -> CoreOld.copyDirectoryJavaUnder7(sourceDirectory, destinationDirectory));
+    }
+
+    @AfterEach
+    public void cleanUp() throws IOException {
+        Files.walk(Paths.get(sourceDirectoryLocation))
+            .sorted(Comparator.reverseOrder())
+            .map(Path::toFile)
+            .forEach(File::delete);
+        if (new File(destinationDirectoryLocation).exists()) {
+            Files.walk(Paths.get(destinationDirectoryLocation))
+                .sorted(Comparator.reverseOrder())
+                .map(Path::toFile)
+                .forEach(File::delete);
+        }
+    }
+
+}

core-java-modules/core-java-io-3/src/test/java/com/baeldung/copydirectory/JavaNioUnitTest.java

@@ -0,0 +1,59 @@
+package com.baeldung.copydirectory;
+
+import static org.junit.Assert.assertTrue;
+import static org.junit.jupiter.api.Assertions.assertThrows;
+
+import java.io.File;
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.nio.file.Paths;
+import java.util.Comparator;
+
+import org.junit.jupiter.api.AfterEach;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+
+public class JavaNioUnitTest {
+
+    private final String sourceDirectoryLocation = "src/test/resources/sourceDirectory2";
+    private final String subDirectoryName = "/childDirectory";
+    private final String fileName = "/file.txt";
+    private final String destinationDirectoryLocation = "src/test/resources/destinationDirectory2";
+
+    @BeforeEach
+    public void createDirectoryWithSubdirectoryAndFile() throws IOException {
+        Files.createDirectories(Paths.get(sourceDirectoryLocation));
+        Files.createDirectories(Paths.get(sourceDirectoryLocation + subDirectoryName));
+        Files.createFile(Paths.get(sourceDirectoryLocation + subDirectoryName + fileName));
+    }
+
+    @Test
+    public void whenSourceDirectoryExists_thenDirectoryIsFullyCopied() throws IOException {
+        JavaNio.copyDirectory(sourceDirectoryLocation, destinationDirectoryLocation);
+
+        assertTrue(new File(destinationDirectoryLocation).exists());
+        assertTrue(new File(destinationDirectoryLocation + subDirectoryName).exists());
+        assertTrue(new File(destinationDirectoryLocation + subDirectoryName + fileName).exists());
+    }
+
+    @Test
+    public void whenSourceDirectoryDoesNotExist_thenExceptionIsThrown() {
+        assertThrows(IOException.class, () -> JavaNio.copyDirectory("nonExistingDirectory", destinationDirectoryLocation));
+    }
+
+    @AfterEach
+    public void cleanUp() throws IOException {
+        Files.walk(Paths.get(sourceDirectoryLocation))
+            .sorted(Comparator.reverseOrder())
+            .map(Path::toFile)
+            .forEach(File::delete);
+        if (new File(destinationDirectoryLocation).exists()) {
+            Files.walk(Paths.get(destinationDirectoryLocation))
+                .sorted(Comparator.reverseOrder())
+                .map(Path::toFile)
+                .forEach(File::delete);
+        }
+    }
+
+}

core-java-modules/core-java-io-3/src/test/java/com/baeldung/existence/ExistenceUnitTest.java

@@ -0,0 +1,91 @@
+package com.baeldung.existence;
+
+import org.junit.Test;
+
+import java.io.File;
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.LinkOption;
+import java.nio.file.Path;
+import java.nio.file.Paths;
+import java.util.concurrent.ThreadLocalRandom;
+
+import static org.junit.Assert.assertFalse;
+import static org.junit.Assert.assertTrue;
+
+public class ExistenceUnitTest {
+
+    @Test
+    public void givenFile_whenDoesNotExist_thenFilesReturnsFalse() {
+        Path path = Paths.get("does-not-exist.txt");
+
+        assertFalse(Files.exists(path));
+        assertTrue(Files.notExists(path));
+    }
+
+    @Test
+    public void givenFile_whenExists_thenFilesShouldReturnTrue() throws IOException {
+        Path tempFile = Files.createTempFile("baeldung", "exist-nio");
+        assertTrue(Files.exists(tempFile));
+        assertFalse(Files.notExists(tempFile));
+
+        Path tempDirectory = Files.createTempDirectory("baeldung-exists");
+        assertTrue(Files.exists(tempDirectory));
+        assertFalse(Files.notExists(tempDirectory));
+
+        assertTrue(Files.isDirectory(tempDirectory));
+        assertFalse(Files.isDirectory(tempFile));
+        assertTrue(Files.isRegularFile(tempFile));
+
+        assertTrue(Files.isReadable(tempFile));
+
+        Files.deleteIfExists(tempFile);
+        Files.deleteIfExists(tempDirectory);
+    }
+
+    @Test
+    public void givenSymbolicLink_whenTargetDoesNotExists_thenFollowOrNotBasedOnTheOptions() throws IOException {
+        Path target = Files.createTempFile("baeldung", "target");
+        Path symbol = Paths.get("test-link-" + ThreadLocalRandom.current().nextInt());
+
+        Path symbolicLink = Files.createSymbolicLink(symbol, target);
+        assertTrue(Files.exists(symbolicLink));
+        assertTrue(Files.isSymbolicLink(symbolicLink));
+        assertFalse(Files.isSymbolicLink(target));
+
+        Files.deleteIfExists(target);
+        assertFalse(Files.exists(symbolicLink));
+        assertTrue(Files.exists(symbolicLink, LinkOption.NOFOLLOW_LINKS));
+
+        Files.deleteIfExists(symbolicLink);
+    }
+
+    @Test
+    public void givenFile_whenDoesNotExist_thenFileReturnsFalse() {
+        assertFalse(new File("invalid").exists());
+        assertFalse(new File("invalid").isFile());
+    }
+
+    @Test
+    public void givenFile_whenExist_thenShouldReturnTrue() throws IOException {
+        Path tempFilePath = Files.createTempFile("baeldung", "exist-io");
+        Path tempDirectoryPath = Files.createTempDirectory("baeldung-exists-io");
+
+        File tempFile = new File(tempFilePath.toString());
+        File tempDirectory = new File(tempDirectoryPath.toString());
+
+        assertTrue(tempFile.exists());
+        assertTrue(tempDirectory.exists());
+
+        assertTrue(tempFile.isFile());
+        assertFalse(tempDirectory.isFile());
+
+        assertTrue(tempDirectory.isDirectory());
+        assertFalse(tempFile.isDirectory());
+
+        assertTrue(tempFile.canRead());
+
+        Files.deleteIfExists(tempFilePath);
+        Files.deleteIfExists(tempDirectoryPath);
+    }
+}

core-java-modules/core-java-io-3/src/test/java/com/baeldung/openoptions/OpenOptionsUnitTest.java

@@ -0,0 +1,96 @@
+package com.baeldung.openoptions;
+
+import org.hamcrest.CoreMatchers;
+import org.junit.AfterClass;
+import org.junit.BeforeClass;
+import org.junit.Test;
+
+import java.io.*;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.nio.file.Paths;
+import java.nio.file.StandardOpenOption;
+
+import static org.junit.Assert.*;
+
+public class OpenOptionsUnitTest {
+
+    private static final String HOME = System.getProperty("user.home");
+    private static final String DUMMY_FILE_NAME = "sample.txt";
+    private static final String EXISTING_FILE_NAME = "existingFile.txt";
+
+    private static final String DUMMY_TEXT = "This is a sample text.";
+    private static final String ANOTHER_DUMMY_TEXT = "This is a another text.";
+
+    @BeforeClass
+    public static void beforeAll() throws IOException {
+        Path path = Paths.get(HOME, DUMMY_FILE_NAME);
+
+        try (OutputStream out = Files.newOutputStream(path)) {
+            out.write(DUMMY_TEXT.getBytes());
+        }
+
+        Files.createFile(Paths.get(HOME, EXISTING_FILE_NAME));
+    }
+
+    @AfterClass
+    public static void afterAll() throws IOException {
+        Files.delete(Paths.get(HOME, "newfile.txt"));
+        Files.delete(Paths.get(HOME, "sparse.txt"));
+        Files.delete(Paths.get(HOME, DUMMY_FILE_NAME));
+    }
+
+    @Test
+    public void givenExistingPath_whenCreateNewFile_thenCorrect() throws IOException {
+        Path path = Paths.get(HOME, "newfile.txt");
+        assertFalse(Files.exists(path));
+
+        Files.write(path, DUMMY_TEXT.getBytes(), StandardOpenOption.CREATE);
+        assertTrue(Files.exists(path));
+    }
+
+    @Test
+    public void givenExistingPath_whenReadExistingFile_thenCorrect() throws IOException {
+        Path path = Paths.get(HOME, DUMMY_FILE_NAME);
+
+        try (InputStream in = Files.newInputStream(path); BufferedReader reader = new BufferedReader(new InputStreamReader(in))) {
+            String line;
+            while ((line = reader.readLine()) != null) {
+                assertThat(line, CoreMatchers.containsString(DUMMY_TEXT));
+            }
+        }
+    }
+
+    @Test
+    public void givenExistingPath_whenWriteToExistingFile_thenCorrect() throws IOException {
+        Path path = Paths.get(HOME, DUMMY_FILE_NAME);
+
+        try (OutputStream out = Files.newOutputStream(path, StandardOpenOption.APPEND, StandardOpenOption.WRITE)) {
+            out.write(ANOTHER_DUMMY_TEXT.getBytes());
+        }
+    }
+
+    @Test
+    public void givenExistingPath_whenCreateSparseFile_thenCorrect() throws IOException {
+        Path path = Paths.get(HOME, "sparse.txt");
+        Files.write(path, DUMMY_TEXT.getBytes(), StandardOpenOption.CREATE_NEW, StandardOpenOption.SPARSE);
+    }
+
+    @Test
+    public void givenExistingPath_whenDeleteOnClose_thenCorrect() throws IOException {
+        Path path = Paths.get(HOME, EXISTING_FILE_NAME);
+        assertTrue(Files.exists(path)); // file was already created and exists
+
+        try (OutputStream out = Files.newOutputStream(path, StandardOpenOption.APPEND, StandardOpenOption.WRITE, StandardOpenOption.DELETE_ON_CLOSE)) {
+            out.write(ANOTHER_DUMMY_TEXT.getBytes());
+        }
+
+        assertFalse(Files.exists(path)); // file is deleted
+    }
+
+    @Test
+    public void givenExistingPath_whenWriteAndSync_thenCorrect() throws IOException {
+        Path path = Paths.get(HOME, DUMMY_FILE_NAME);
+        Files.write(path, ANOTHER_DUMMY_TEXT.getBytes(), StandardOpenOption.APPEND, StandardOpenOption.WRITE, StandardOpenOption.SYNC);
+    }
+}

core-java-modules/core-java-lambdas/src/main/java/com/baeldung/java8/entity/Human.java

@@ -37,7 +37,7 @@ public class Human {
 
     public static int compareByNameThenAge(final Human lhs, final Human rhs) {
         if (lhs.name.equals(rhs.name)) {
-            return lhs.age - rhs.age;
+            return Integer.compare(lhs.age, rhs.age);
         } else {
             return lhs.name.compareTo(rhs.name);
         }

core-java-modules/core-java-lambdas/src/test/java/com/baeldung/java8/Java8SortUnitTest.java

@@ -54,7 +54,7 @@ public class Java8SortUnitTest {
         final List<Human> humans = Lists.newArrayList(new Human("Sarah", 12), new Human("Sarah", 10), new Human("Zack", 12));
         humans.sort((lhs, rhs) -> {
             if (lhs.getName().equals(rhs.getName())) {
-                return lhs.getAge() - rhs.getAge();
+                return Integer.compare(lhs.getAge(), rhs.getAge());
             } else {
                 return lhs.getName().compareTo(rhs.getName());
             }

core-java-modules/core-java-lang-oop-types/pom.xml

@@ -12,4 +12,12 @@
     <artifactId>core-java-lang-oop-types</artifactId>
     <name>core-java-lang-oop-types</name>
     <packaging>jar</packaging>
+    
+    <dependencies>
+        <dependency>
+            <groupId>org.apache.commons</groupId>
+            <artifactId>commons-lang3</artifactId>
+            <version>${commons-lang3.version}</version>
+        </dependency>
+    </dependencies>
 </project>

core-java-modules/core-java-lang-oop-types/src/main/java/com/baeldung/primitivetype/PrimitiveTypeUtil.java

@@ -0,0 +1,26 @@
+package com.baeldung.primitivetype;
+
+import java.util.HashMap;
+import java.util.Map;
+
+public class PrimitiveTypeUtil {
+
+    private static final Map<Class<?>, Class<?>> WRAPPER_TYPE_MAP;
+    static {
+        WRAPPER_TYPE_MAP = new HashMap<Class<?>, Class<?>>(16);
+        WRAPPER_TYPE_MAP.put(Integer.class, int.class);
+        WRAPPER_TYPE_MAP.put(Byte.class, byte.class);
+        WRAPPER_TYPE_MAP.put(Character.class, char.class);
+        WRAPPER_TYPE_MAP.put(Boolean.class, boolean.class);
+        WRAPPER_TYPE_MAP.put(Double.class, double.class);
+        WRAPPER_TYPE_MAP.put(Float.class, float.class);
+        WRAPPER_TYPE_MAP.put(Long.class, long.class);
+        WRAPPER_TYPE_MAP.put(Short.class, short.class);
+        WRAPPER_TYPE_MAP.put(Void.class, void.class);
+    }
+
+    public static boolean isPrimitiveType(Object source) {
+        return WRAPPER_TYPE_MAP.containsKey(source.getClass());
+    }
+
+}

core-java-modules/core-java-lang-oop-types/src/test/java/com/baeldung/primitivetype/PrimitiveTypeUnitTest.java

@@ -0,0 +1,34 @@
+package com.baeldung.primitivetype;
+
+import static org.junit.Assert.assertFalse;
+import static org.junit.Assert.assertTrue;
+
+import org.apache.commons.lang3.ClassUtils;
+import org.apache.commons.lang3.StringUtils;
+import org.junit.Test;
+
+import com.google.common.primitives.Primitives;
+
+public class PrimitiveTypeUnitTest {
+
+    @Test
+    public void givenAClass_whenCheckWithPrimitiveTypeUtil_thenShouldValidate() {
+        assertTrue(PrimitiveTypeUtil.isPrimitiveType(false));
+        assertTrue(PrimitiveTypeUtil.isPrimitiveType(1L));
+        assertFalse(PrimitiveTypeUtil.isPrimitiveType(StringUtils.EMPTY));
+    }
+
+    @Test
+    public void givenAClass_whenCheckWithCommonsLang_thenShouldValidate() {
+        assertTrue(ClassUtils.isPrimitiveOrWrapper(Boolean.FALSE.getClass()));
+        assertTrue(ClassUtils.isPrimitiveOrWrapper(boolean.class));
+        assertFalse(ClassUtils.isPrimitiveOrWrapper(StringUtils.EMPTY.getClass()));
+    }
+
+    @Test
+    public void givenAClass_whenCheckWithGuava_thenShouldValidate() {
+        assertTrue(Primitives.isWrapperType(Boolean.FALSE.getClass()));
+        assertFalse(Primitives.isWrapperType(StringUtils.EMPTY.getClass()));
+        assertFalse(Primitives.isWrapperType(Boolean.TYPE.getClass()));
+    }
+}

core-java-modules/core-java-lang/src/main/java/com/baeldung/comparable/Player.java

@@ -45,7 +45,7 @@ public class Player implements Comparable<Player> {
 
     @Override
     public int compareTo(Player otherPlayer) {
-        return (this.getRanking() - otherPlayer.getRanking());
+        return Integer.compare(getRanking(), otherPlayer.getRanking());
     }
 
 }

core-java-modules/core-java-lang/src/main/java/com/baeldung/comparator/PlayerAgeComparator.java

@@ -6,7 +6,7 @@ public class PlayerAgeComparator implements Comparator<Player> {
 
     @Override
     public int compare(Player firstPlayer, Player secondPlayer) {
-       return (firstPlayer.getAge() - secondPlayer.getAge());
+       return Integer.compare(firstPlayer.getAge(), secondPlayer.getAge());
     }
 
 }

core-java-modules/core-java-lang/src/main/java/com/baeldung/comparator/PlayerRankingComparator.java

@@ -6,7 +6,7 @@ public class PlayerRankingComparator implements Comparator<Player> {
 
     @Override
     public int compare(Player firstPlayer, Player secondPlayer) {
-       return (firstPlayer.getRanking() - secondPlayer.getRanking());
+       return Integer.compare(firstPlayer.getRanking(), secondPlayer.getRanking());
     }
 
 }

core-java-modules/core-java-lang/src/test/java/com/baeldung/comparator/AvoidingSubtractionUnitTest.java

@@ -0,0 +1,26 @@
+package com.baeldung.comparator;
+
+import org.junit.Test;
+
+import java.util.Arrays;
+import java.util.Comparator;
+import java.util.List;
+
+import static org.junit.Assert.assertEquals;
+
+public class AvoidingSubtractionUnitTest {
+
+    @Test
+    public void givenTwoPlayers_whenUsingSubtraction_thenOverflow() {
+        Comparator<Player> comparator = (p1, p2) -> p1.getRanking() - p2.getRanking();
+        Player player1 = new Player(59, "John", Integer.MAX_VALUE);
+        Player player2 = new Player(67, "Roger", -1);
+
+        List<Player> players = Arrays.asList(player1, player2);
+        players.sort(comparator);
+        System.out.println(players);
+
+        assertEquals("John", players.get(0).getName());
+        assertEquals("Roger", players.get(1).getName());
+    }
+}

core-java-modules/core-java-lang/src/test/java/com/baeldung/comparator/Java8ComparatorUnitTest.java

@@ -1,14 +1,14 @@
 package com.baeldung.comparator;
 
-import static org.junit.Assert.assertEquals;
+import org.junit.Before;
+import org.junit.Test;
 
 import java.util.ArrayList;
 import java.util.Collections;
 import java.util.Comparator;
 import java.util.List;
 
-import org.junit.Before;
-import org.junit.Test;
+import static org.junit.Assert.assertEquals;
 
 public class Java8ComparatorUnitTest {
 
@@ -28,7 +28,7 @@ public class Java8ComparatorUnitTest {
     @Test
     public void whenComparing_UsingLambda_thenSorted() {
         System.out.println("************** Java 8 Comaparator **************");
-        Comparator<Player> byRanking = (Player player1, Player player2) -> player1.getRanking() - player2.getRanking();
+        Comparator<Player> byRanking = (Player player1, Player player2) -> Integer.compare(player1.getRanking(), player2.getRanking());
 
         System.out.println("Before Sorting : " + footballTeam);
         Collections.sort(footballTeam, byRanking);

core-java-modules/core-java-nio-2/src/main/java/com/baeldung/selector/EchoServer.java

@@ -49,11 +49,11 @@ public class EchoServer {
         if (new String(buffer.array()).trim().equals(POISON_PILL)) {
             client.close();
             System.out.println("Not accepting client messages anymore");
+        } else {
+            buffer.flip();
+            client.write(buffer);
+            buffer.clear();
         }
-
-        buffer.flip();
-        client.write(buffer);
-        buffer.clear();
     }
 
     private static void register(Selector selector, ServerSocketChannel serverSocket) throws IOException {

core-java-modules/core-java-reflection-2/src/test/java/com/baeldung/reflection/set/fields/SetFieldsUsingReflectionUnitTest.java

@@ -0,0 +1,183 @@
+package com.baeldung.reflection.set.fields;
+
+import java.lang.reflect.Field;
+
+import org.junit.jupiter.api.Assertions;
+import org.junit.jupiter.api.Test;
+
+import com.baeldung.reflection.access.privatefields.Person;
+
+public class SetFieldsUsingReflectionUnitTest {
+
+    @Test
+    public void whenSetIntegerFields_thenSuccess() throws Exception {
+        Person person = new Person();
+
+        Field ageField = person.getClass()
+            .getDeclaredField("age");
+        ageField.setAccessible(true);
+
+        byte age = 26;
+        ageField.setByte(person, age);
+        Assertions.assertEquals(age, person.getAge());
+
+        Field uidNumberField = person.getClass()
+            .getDeclaredField("uidNumber");
+        uidNumberField.setAccessible(true);
+
+        short uidNumber = 5555;
+        uidNumberField.setShort(person, uidNumber);
+        Assertions.assertEquals(uidNumber, person.getUidNumber());
+
+        Field pinCodeField = person.getClass()
+            .getDeclaredField("pinCode");
+        pinCodeField.setAccessible(true);
+
+        int pinCode = 411057;
+        pinCodeField.setInt(person, pinCode);
+        Assertions.assertEquals(pinCode, person.getPinCode());
+
+        Field contactNumberField = person.getClass()
+            .getDeclaredField("contactNumber");
+        contactNumberField.setAccessible(true);
+
+        long contactNumber = 123456789L;
+        contactNumberField.setLong(person, contactNumber);
+        Assertions.assertEquals(contactNumber, person.getContactNumber());
+
+    }
+
+    @Test
+    public void whenDoUnboxing_thenSuccess() throws Exception {
+        Person person = new Person();
+
+        Field pinCodeField = person.getClass()
+            .getDeclaredField("pinCode");
+        pinCodeField.setAccessible(true);
+
+        Integer pinCode = 411057;
+        pinCodeField.setInt(person, pinCode);
+        Assertions.assertEquals(pinCode, person.getPinCode());
+    }
+
+    @Test
+    public void whenDoNarrowing_thenSuccess() throws Exception {
+        Person person = new Person();
+
+        Field pinCodeField = person.getClass()
+            .getDeclaredField("pinCode");
+        pinCodeField.setAccessible(true);
+
+        short pinCode = 4110;
+        pinCodeField.setInt(person, pinCode);
+        Assertions.assertEquals(pinCode, person.getPinCode());
+    }
+
+    @Test
+    public void whenSetFloatingTypeFields_thenSuccess() throws Exception {
+        Person person = new Person();
+
+        Field heightField = person.getClass()
+            .getDeclaredField("height");
+        heightField.setAccessible(true);
+
+        float height = 6.1242f;
+        heightField.setFloat(person, height);
+        Assertions.assertEquals(height, person.getHeight());
+
+        Field weightField = person.getClass()
+            .getDeclaredField("weight");
+        weightField.setAccessible(true);
+
+        double weight = 75.2564;
+        weightField.setDouble(person, weight);
+        Assertions.assertEquals(weight, person.getWeight());
+    }
+
+    @Test
+    public void whenSetCharacterFields_thenSuccess() throws Exception {
+        Person person = new Person();
+
+        Field genderField = person.getClass()
+            .getDeclaredField("gender");
+        genderField.setAccessible(true);
+
+        char gender = 'M';
+        genderField.setChar(person, gender);
+        Assertions.assertEquals(gender, person.getGender());
+    }
+
+    @Test
+    public void whenSetBooleanFields_thenSuccess() throws Exception {
+        Person person = new Person();
+
+        Field activeField = person.getClass()
+            .getDeclaredField("active");
+        activeField.setAccessible(true);
+
+        activeField.setBoolean(person, true);
+        Assertions.assertTrue(person.isActive());
+    }
+
+    @Test
+    public void whenSetObjectFields_thenSuccess() throws Exception {
+        Person person = new Person();
+
+        Field nameField = person.getClass()
+            .getDeclaredField("name");
+        nameField.setAccessible(true);
+
+        String name = "Umang Budhwar";
+        nameField.set(person, name);
+        Assertions.assertEquals(name, person.getName());
+    }
+
+    @Test
+    public void givenInt_whenSetStringField_thenIllegalArgumentException() throws Exception {
+        Person person = new Person();
+        Field nameField = person.getClass()
+            .getDeclaredField("name");
+        nameField.setAccessible(true);
+
+        Assertions.assertThrows(IllegalArgumentException.class, () -> nameField.setInt(person, 26));
+    }
+
+    @Test
+    public void givenInt_whenSetLongField_thenIllegalArgumentException() throws Exception {
+        Person person = new Person();
+
+        Field pinCodeField = person.getClass()
+            .getDeclaredField("pinCode");
+        pinCodeField.setAccessible(true);
+
+        long pinCode = 411057L;
+
+        Assertions.assertThrows(IllegalArgumentException.class, () -> pinCodeField.setLong(person, pinCode));
+    }
+
+    @Test
+    public void whenFieldNotSetAccessible_thenIllegalAccessException() throws Exception {
+        Person person = new Person();
+        Field nameField = person.getClass()
+            .getDeclaredField("name");
+
+        Assertions.assertThrows(IllegalAccessException.class, () -> nameField.set(person, "Umang Budhwar"));
+    }
+
+    @Test
+    public void whenAccessingWrongProperty_thenNoSuchFieldException() throws Exception {
+        Person person = new Person();
+
+        Assertions.assertThrows(NoSuchFieldException.class, () -> person.getClass()
+            .getDeclaredField("firstName"));
+    }
+
+    @Test
+    public void whenAccessingNullProperty_thenNullPointerException() throws Exception {
+        Person person = new Person();
+
+        Assertions.assertThrows(NullPointerException.class, () -> person.getClass()
+            .getDeclaredField(null));
+    }
+
+}

core-java-modules/core-java-regex/src/test/java/com/baeldung/regex/countmatches/CountMatchesUnitTest.java

@@ -1,12 +1,11 @@
 package com.baeldung.regex.countmatches;
 
-import static org.junit.Assert.assertNotEquals;
-import static org.junit.jupiter.api.Assertions.assertEquals;
+import org.junit.Test;
 
 import java.util.regex.Matcher;
 import java.util.regex.Pattern;
 
-import org.junit.Test;
+import static org.junit.jupiter.api.Assertions.assertEquals;
 
 /**
  * Unit Test intended to count number of matches of a RegEx using Java 8 and 9.
@@ -65,7 +64,7 @@ public class CountMatchesUnitTest {
             count++;
         }
 
-        assertNotEquals(3, count);
+        assertEquals(2, count);
     }
 
     @Test

deeplearning4j/pom.xml

@@ -37,6 +37,16 @@
             <artifactId>deeplearning4j-nn</artifactId>
             <version>${dl4j.version}</version>
         </dependency>
+        <dependency>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
+            <version>${slf4j.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-log4j12</artifactId>
+            <version>${slf4j.version}</version>
+        </dependency>
         <!-- https://mvnrepository.com/artifact/org.datavec/datavec-api -->
         <dependency>
             <groupId>org.datavec</groupId>
@@ -53,6 +63,7 @@
     <properties>
         <dl4j.version>0.9.1</dl4j.version> <!-- Latest non beta version -->
         <httpclient.version>4.3.5</httpclient.version>
+        <slf4j.version>1.7.5</slf4j.version>
     </properties>
 
 </project>

deeplearning4j/src/main/java/com/baeldung/deeplearning4j/cnn/CifarDataSetService.java

@@ -0,0 +1,47 @@
+package com.baeldung.deeplearning4j.cnn;
+
+import lombok.Getter;
+import org.deeplearning4j.datasets.iterator.impl.CifarDataSetIterator;
+import org.deeplearning4j.nn.conf.inputs.InputType;
+import org.nd4j.linalg.dataset.api.iterator.DataSetIterator;
+
+import java.util.List;
+
+@Getter
+class CifarDataSetService implements IDataSetService {
+
+    private final InputType inputType = InputType.convolutional(32, 32, 3);
+    private final int trainImagesNum = 512;
+    private final int testImagesNum = 128;
+    private final int trainBatch = 16;
+    private final int testBatch = 8;
+
+    private final CifarDataSetIterator trainIterator;
+
+    private final CifarDataSetIterator testIterator;
+
+    CifarDataSetService() {
+        trainIterator = new CifarDataSetIterator(trainBatch, trainImagesNum, true);
+        testIterator = new CifarDataSetIterator(testBatch, testImagesNum, false);
+    }
+
+    @Override
+    public DataSetIterator trainIterator() {
+        return trainIterator;
+    }
+
+    @Override
+    public DataSetIterator testIterator() {
+        return testIterator;
+    }
+
+    @Override
+    public InputType inputType() {
+        return inputType;
+    }
+
+    @Override
+    public List<String> labels() {
+        return trainIterator.getLabels();
+    }
+}

deeplearning4j/src/main/java/com/baeldung/deeplearning4j/cnn/CnnExample.java

@@ -0,0 +1,18 @@
+package com.baeldung.deeplearning4j.cnn;
+
+
+import lombok.extern.slf4j.Slf4j;
+import org.deeplearning4j.eval.Evaluation;
+
+@Slf4j
+class CnnExample {
+
+    public static void main(String... args) {
+        CnnModel network = new CnnModel(new CifarDataSetService(), new CnnModelProperties());
+
+        network.train();
+        Evaluation evaluation = network.evaluate();
+
+        log.info(evaluation.stats());
+    }
+}

deeplearning4j/src/main/java/com/baeldung/deeplearning4j/cnn/CnnModel.java

@@ -0,0 +1,119 @@
+package com.baeldung.deeplearning4j.cnn;
+
+import lombok.extern.slf4j.Slf4j;
+import org.deeplearning4j.eval.Evaluation;
+import org.deeplearning4j.nn.api.OptimizationAlgorithm;
+import org.deeplearning4j.nn.conf.MultiLayerConfiguration;
+import org.deeplearning4j.nn.conf.NeuralNetConfiguration;
+import org.deeplearning4j.nn.conf.layers.ConvolutionLayer;
+import org.deeplearning4j.nn.conf.layers.OutputLayer;
+import org.deeplearning4j.nn.conf.layers.SubsamplingLayer;
+import org.deeplearning4j.nn.multilayer.MultiLayerNetwork;
+import org.deeplearning4j.nn.weights.WeightInit;
+import org.nd4j.linalg.activations.Activation;
+import org.nd4j.linalg.lossfunctions.LossFunctions;
+
+import java.util.stream.IntStream;
+
+@Slf4j
+class CnnModel {
+
+    private final IDataSetService dataSetService;
+
+    private final MultiLayerNetwork network;
+
+    private final CnnModelProperties properties;
+
+    CnnModel(IDataSetService dataSetService, CnnModelProperties properties) {
+
+        this.dataSetService = dataSetService;
+        this.properties = properties;
+
+        MultiLayerConfiguration configuration = new NeuralNetConfiguration.Builder()
+          .seed(1611)
+          .optimizationAlgo(OptimizationAlgorithm.STOCHASTIC_GRADIENT_DESCENT)
+          .learningRate(properties.getLearningRate())
+          .regularization(true)
+          .updater(properties.getOptimizer())
+          .list()
+          .layer(0, conv5x5())
+          .layer(1, pooling2x2Stride2())
+          .layer(2, conv3x3Stride1Padding2())
+          .layer(3, pooling2x2Stride1())
+          .layer(4, conv3x3Stride1Padding1())
+          .layer(5, pooling2x2Stride1())
+          .layer(6, dense())
+          .pretrain(false)
+          .backprop(true)
+          .setInputType(dataSetService.inputType())
+          .build();
+
+        network = new MultiLayerNetwork(configuration);
+    }
+
+    void train() {
+        network.init();
+        int epochsNum = properties.getEpochsNum();
+        IntStream.range(1, epochsNum + 1).forEach(epoch -> {
+            log.info("Epoch {} / {}", epoch, epochsNum);
+            network.fit(dataSetService.trainIterator());
+        });
+    }
+
+    Evaluation evaluate() {
+        return network.evaluate(dataSetService.testIterator());
+    }
+
+    private ConvolutionLayer conv5x5() {
+        return new ConvolutionLayer.Builder(5, 5)
+                .nIn(3)
+                .nOut(16)
+                .stride(1, 1)
+                .padding(1, 1)
+                .weightInit(WeightInit.XAVIER_UNIFORM)
+                .activation(Activation.RELU)
+                .build();
+    }
+
+    private SubsamplingLayer pooling2x2Stride2() {
+        return new SubsamplingLayer.Builder(SubsamplingLayer.PoolingType.MAX)
+                .kernelSize(2, 2)
+                .stride(2, 2)
+                .build();
+    }
+
+    private ConvolutionLayer conv3x3Stride1Padding2() {
+        return new ConvolutionLayer.Builder(3, 3)
+                .nOut(32)
+                .stride(1, 1)
+                .padding(2, 2)
+                .weightInit(WeightInit.XAVIER_UNIFORM)
+                .activation(Activation.RELU)
+                .build();
+    }
+
+    private SubsamplingLayer pooling2x2Stride1() {
+        return new SubsamplingLayer.Builder(SubsamplingLayer.PoolingType.MAX)
+                .kernelSize(2, 2)
+                .stride(1, 1)
+                .build();
+    }
+
+    private ConvolutionLayer conv3x3Stride1Padding1() {
+        return new ConvolutionLayer.Builder(3, 3)
+                .nOut(64)
+                .stride(1, 1)
+                .padding(1, 1)
+                .weightInit(WeightInit.XAVIER_UNIFORM)
+                .activation(Activation.RELU)
+                .build();
+    }
+
+    private OutputLayer dense() {
+        return new OutputLayer.Builder(LossFunctions.LossFunction.MEAN_SQUARED_LOGARITHMIC_ERROR)
+                .activation(Activation.SOFTMAX)
+                .weightInit(WeightInit.XAVIER_UNIFORM)
+                .nOut(dataSetService.labels().size() - 1)
+                .build();
+    }
+}

deeplearning4j/src/main/java/com/baeldung/deeplearning4j/cnn/CnnModelProperties.java

@@ -0,0 +1,13 @@
+package com.baeldung.deeplearning4j.cnn;
+
+import lombok.Value;
+import org.deeplearning4j.nn.conf.Updater;
+
+@Value
+class CnnModelProperties {
+    private final int epochsNum = 512;
+
+    private final double learningRate = 0.001;
+
+    private final Updater optimizer = Updater.ADAM;
+}

deeplearning4j/src/main/java/com/baeldung/deeplearning4j/cnn/IDataSetService.java

@@ -0,0 +1,16 @@
+package com.baeldung.deeplearning4j.cnn;
+
+import org.deeplearning4j.nn.conf.inputs.InputType;
+import org.nd4j.linalg.dataset.api.iterator.DataSetIterator;
+
+import java.util.List;
+
+interface IDataSetService {
+    DataSetIterator trainIterator();
+
+    DataSetIterator testIterator();
+
+    InputType inputType();
+
+    List<String> labels();
+}

docker/docker-spring-boot/README.md

@@ -0,0 +1,3 @@
+### Relevant Article:
+
+- [Creating Docker Images with Spring Boot](https://www.baeldung.com/spring-boot-docker-images)

excelformula/README.md

@@ -0,0 +1,5 @@
+## Apache POI
+
+This module contains articles about Apache POI
+
+### Relevant Articles:

java-collections-conversions/src/test/java/com/baeldung/java/collections/JavaCollectionConversionUnitTest.java

@@ -32,7 +32,7 @@ public class JavaCollectionConversionUnitTest {
     @Test
     public final void givenUsingCoreJava_whenListConvertedToArray_thenCorrect() {
         final List<Integer> sourceList = Arrays.asList(0, 1, 2, 3, 4, 5);
-        final Integer[] targetArray = sourceList.toArray(new Integer[sourceList.size()]);
+        final Integer[] targetArray = sourceList.toArray(new Integer[0]);
     }
 
     @Test
@@ -72,7 +72,7 @@ public class JavaCollectionConversionUnitTest {
     @Test
     public final void givenUsingCoreJava_whenSetConvertedToArray_thenCorrect() {
         final Set<Integer> sourceSet = Sets.newHashSet(0, 1, 2, 3, 4, 5);
-        final Integer[] targetArray = sourceSet.toArray(new Integer[sourceSet.size()]);
+        final Integer[] targetArray = sourceSet.toArray(new Integer[0]);
     }
 
     @Test
@@ -94,16 +94,10 @@ public class JavaCollectionConversionUnitTest {
         CollectionUtils.addAll(targetSet, sourceArray);
     }
 
-    @Test
-    public final void givenUsingCommonsCollections_whenSetConvertedToArray_thenCorrect() {
-        final Set<Integer> sourceSet = Sets.newHashSet(0, 1, 2, 3, 4, 5);
-        final Integer[] targetArray = sourceSet.toArray(new Integer[sourceSet.size()]);
-    }
-
     @Test
     public final void givenUsingCommonsCollections_whenSetConvertedToArrayOfPrimitives_thenCorrect() {
         final Set<Integer> sourceSet = Sets.newHashSet(0, 1, 2, 3, 4, 5);
-        final Integer[] targetArray = sourceSet.toArray(new Integer[sourceSet.size()]);
+        final Integer[] targetArray = sourceSet.toArray(new Integer[0]);
         final int[] primitiveTargetArray = ArrayUtils.toPrimitive(targetArray);
     }
 
@@ -150,7 +144,7 @@ public class JavaCollectionConversionUnitTest {
         final Map<Integer, String> sourceMap = createMap();
 
         final Collection<String> values = sourceMap.values();
-        final String[] targetArray = values.toArray(new String[values.size()]);
+        final String[] targetArray = values.toArray(new String[0]);
     }
 
     @Test

java-numbers-3/README.md

@@ -4,7 +4,7 @@ This module contains articles about numbers in Java.
 
 ### Relevant Articles:
 
-- [Generating Random Numbers](https://www.baeldung.com/java-generating-random-numbers)
+- [Generating Random Numbers in Java](https://www.baeldung.com/java-generating-random-numbers)
 - [Convert Double to Long in Java](https://www.baeldung.com/java-convert-double-long)
 - [Check for null Before Calling Parse in Double.parseDouble](https://www.baeldung.com/java-check-null-parse-double)
 - [Generating Random Numbers in a Range in Java](https://www.baeldung.com/java-generating-random-numbers-in-range)

java-numbers-4/pom.xml

@@ -0,0 +1,52 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+    xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+    <artifactId>java-numbers-4</artifactId>
+    <name>java-numbers-4</name>
+    <packaging>jar</packaging>
+
+    <parent>
+        <groupId>com.baeldung</groupId>
+        <artifactId>parent-java</artifactId>
+        <version>0.0.1-SNAPSHOT</version>
+        <relativePath>../parent-java</relativePath>
+    </parent>
+
+    <dependencies>
+        <dependency>
+            <groupId>io.vavr</groupId>
+            <artifactId>vavr</artifactId>
+            <version>${vavr.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.commons</groupId>
+            <artifactId>commons-lang3</artifactId>
+            <version>${commons.version}</version>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.assertj</groupId>
+            <artifactId>assertj-core</artifactId>
+            <version>${assertj.version}</version>
+            <scope>test</scope>
+        </dependency>
+    </dependencies>
+
+    <build>
+        <finalName>java-numbers-4</finalName>
+        <resources>
+            <resource>
+                <directory>src/main/resources</directory>
+                <filtering>true</filtering>
+            </resource>
+        </resources>
+    </build>
+
+    <properties>
+        <vavr.version>0.10.2</vavr.version>
+        <commons.version>3.9</commons.version>
+        <assertj.version>3.6.1</assertj.version>
+    </properties>
+
+</project>

java-numbers-4/src/main/java/com/baeldung/probability/MaleHeightGenerator.java

@@ -0,0 +1,17 @@
+package com.baeldung.probability;
+
+import org.apache.commons.math3.distribution.NormalDistribution;
+
+public class MaleHeightGenerator {
+    private static final double MEAN_HEIGHT = 176.02;
+    private static final double STANDARD_DEVIATION = 7.11;
+    private static NormalDistribution distribution =  new NormalDistribution(MEAN_HEIGHT, STANDARD_DEVIATION);
+
+    public static double generateNormalHeight() {
+        return distribution.sample();
+    }
+
+    public static double probabilityOfHeightBetween(double heightLowerExclusive, double heightUpperInclusive) {
+        return distribution.probability(heightLowerExclusive, heightUpperInclusive);
+    }
+}

java-numbers-4/src/main/java/com/baeldung/probability/RandomInvoker.java

@@ -0,0 +1,19 @@
+package com.baeldung.probability;
+
+import io.vavr.Lazy;
+
+import java.util.SplittableRandom;
+import java.util.function.Supplier;
+
+public class RandomInvoker {
+    private final Lazy<SplittableRandom> random = Lazy.of(SplittableRandom::new);
+
+    public <T> T withProbability(Supplier<T> positiveCase, Supplier<T> negativeCase, int probability) {
+        SplittableRandom random = this.random.get();
+        if (random.nextInt(1, 101) <= probability) {
+            return positiveCase.get();
+        } else {
+            return negativeCase.get();
+        }
+    }
+}

java-numbers-4/src/test/java/com/baeldung/probability/RandomInvokerUnitTest.java

@@ -0,0 +1,24 @@
+package com.baeldung.probability;
+
+import org.assertj.core.data.Offset;
+import org.junit.Test;
+
+import java.util.stream.Stream;
+
+import static org.assertj.core.api.Assertions.assertThat;
+
+public class RandomInvokerUnitTest {
+    @Test
+    public void givenProbability_whenInvoked_invokeWithProbability() {
+        RandomInvoker randomInvoker = new RandomInvoker();
+
+        int numberOfSamples = 1_000_000;
+        int probability = 10;
+        int howManyTimesInvoked = Stream.generate(() -> randomInvoker.withProbability(() -> 1, () -> 0, probability))
+                .limit(numberOfSamples)
+                .mapToInt(e -> e).sum();
+        int monteCarloProbability = (howManyTimesInvoked * 100) / numberOfSamples;
+
+        assertThat(monteCarloProbability).isCloseTo(probability, Offset.offset(1));
+    }
+}

javax-servlets/README.md

@@ -12,3 +12,4 @@ This module contains articles about Servlets.
 - [Jakarta EE Servlet Exception Handling](https://www.baeldung.com/servlet-exceptions)
 - [Context and Servlet Initialization Parameters](https://www.baeldung.com/context-servlet-initialization-param)
 - [The Difference between getRequestURI and getPathInfo in HttpServletRequest](https://www.baeldung.com/http-servlet-request-requesturi-pathinfo)
+- Difference between request.getSession() and request.getSession(true)

javax-servlets/src/main/java/com/baeldung/servlets/MainServlet.java

@@ -0,0 +1,22 @@
+package com.baeldung.servlets;
+
+import java.io.IOException;
+import javax.servlet.ServletException;
+import javax.servlet.annotation.WebServlet;
+import javax.servlet.http.HttpServlet;
+import javax.servlet.http.HttpServletRequest;
+import javax.servlet.http.HttpServletResponse;
+
+@WebServlet("/main")
+public class MainServlet extends HttpServlet {
+
+   
+	protected void doGet(HttpServletRequest request, HttpServletResponse response) throws ServletException, IOException {
+		
+		response.sendRedirect("main.jsp");
+	}
+
+	
+	
+
+}

javax-servlets/src/main/java/com/baeldung/servlets/UpdateServlet.java

@@ -0,0 +1,30 @@
+package com.baeldung.servlets;
+
+
+import java.io.IOException;
+
+import javax.servlet.RequestDispatcher;
+import javax.servlet.ServletException;
+import javax.servlet.annotation.WebServlet;
+import javax.servlet.http.HttpServlet;
+import javax.servlet.http.HttpServletRequest;
+import javax.servlet.http.HttpServletResponse;
+import javax.servlet.http.HttpSession;
+
+@WebServlet("/update")
+public class UpdateServlet extends HttpServlet {
+
+    protected void doGet(HttpServletRequest request, HttpServletResponse response) throws ServletException, IOException {
+
+        HttpSession session = request.getSession(false);
+
+        session.setAttribute("userName", request.getParameter("userName"));
+        session.setAttribute("age", request.getParameter("age"));
+
+        request.setAttribute("sessionData", session);
+        RequestDispatcher requestDispather = request.getRequestDispatcher("update.jsp");
+
+        requestDispather.forward(request, response);
+    }
+
+}

javax-servlets/src/main/java/com/baeldung/servlets/UserLoginServlet.java

@@ -0,0 +1,30 @@
+package com.baeldung.servlets;
+
+
+import java.io.IOException;
+
+import javax.servlet.RequestDispatcher;
+import javax.servlet.ServletException;
+import javax.servlet.annotation.WebServlet;
+import javax.servlet.http.HttpServlet;
+import javax.servlet.http.HttpServletRequest;
+import javax.servlet.http.HttpServletResponse;
+import javax.servlet.http.HttpSession;
+
+@WebServlet("/u_login")
+public class UserLoginServlet extends HttpServlet {
+
+    protected void doGet(HttpServletRequest request, HttpServletResponse response) throws ServletException, IOException {
+        HttpSession session = request.getSession();
+
+        session.setAttribute("userId", request.getParameter("userId"));
+
+        request.setAttribute("id", session.getAttribute("userId"));
+
+        RequestDispatcher requestDispather = request.getRequestDispatcher("userlogin.jsp");
+
+        requestDispather.forward(request, response);
+
+    }
+
+}

javax-servlets/src/main/webapp/WEB-INF/jsp/main.jsp

@@ -0,0 +1,15 @@
+<%@ page language="java" contentType="text/html; charset=ISO-8859-1"
+	pageEncoding="ISO-8859-1"%>
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="ISO-8859-1">
+</head>
+<body>
+	<form action="u_login">
+		<p>Enter your User Id and Password</p>
+		User ID: <input type="text" name="userId" /><br /> 
+		Password: <input type="password" name="password" /> <br /> <input type="submit" value="Login" />
+	</form>
+</body>
+</html>

javax-servlets/src/main/webapp/WEB-INF/jsp/update.jsp

@@ -0,0 +1,17 @@
+<%@ page language="java" contentType="text/html; charset=ISO-8859-1"
+	pageEncoding="ISO-8859-1"%>
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="ISO-8859-1">
+</head>
+<body>
+
+	Hi, User : ${sessionData.getAttribute("userId")}
+
+	<br> Your User Data has been updated as below :
+	<br> User Name: ${sessionData.getAttribute("userName")}
+	<br> Age : ${sessionData.getAttribute("age")}
+
+</body>
+</html>

javax-servlets/src/main/webapp/WEB-INF/jsp/userlogin.jsp

@@ -0,0 +1,18 @@
+<%@ page language="java" contentType="text/html; charset=ISO-8859-1"
+	pageEncoding="ISO-8859-1"%>
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="ISO-8859-1">
+</head>
+<body>
+	<p>Update your User Details:</p>
+
+	<form action="update">
+		User ID: <input type="text" name="userId"
+			value='<%=request.getAttribute("id")%>' disabled /><br /> User Name:
+		<input type="text" name="userName" /> Age: <input type="number"
+			name="age" /> <br /> <input type="submit" value="Update" />
+	</form>
+</body>
+</html>

jhipster-5/bookstore-monolith/pom.xml

@@ -3,7 +3,7 @@
     <modelVersion>4.0.0</modelVersion>
 
     <groupId>com.baeldung.jhipster5</groupId>
-    <artifactId>bookstore</artifactId>
+    <artifactId>bookstore-monolith</artifactId>
     <version>0.0.1-SNAPSHOT</version>
     <packaging>war</packaging>
     <name>Bookstore</name>
@@ -1008,6 +1008,68 @@
             </build>
         </profile>
         <!-- jhipster-needle-maven-add-profile -->
+        <profile>
+            <id>default-first</id>
+
+            <build>
+                <plugins>
+                    <plugin>
+                        <groupId>com.github.eirslett</groupId>
+                        <artifactId>frontend-maven-plugin</artifactId>
+
+                        <executions>
+                            <execution>
+                                <id>install node and npm</id>
+                                <phase>none</phase>
+                            </execution>
+                            <execution>
+                                <id>npm install</id>
+                                <phase>none</phase>
+                            </execution>
+                            <execution>
+                                <id>webpack build dev</id>
+                                <phase>none</phase>
+                            </execution>
+                            <execution>
+                                <id>webpack build test</id>
+                                <phase>none</phase>
+                            </execution>
+                        </executions>
+                    </plugin>
+                </plugins>
+            </build>
+        </profile>
+        <profile>
+            <id>default-second</id>
+
+            <build>
+                <plugins>
+                    <plugin>
+                        <groupId>com.github.eirslett</groupId>
+                        <artifactId>frontend-maven-plugin</artifactId>
+
+                        <executions>
+                            <execution>
+                                <id>install node and npm</id>
+                                <phase>none</phase>
+                            </execution>
+                            <execution>
+                                <id>npm install</id>
+                                <phase>none</phase>
+                            </execution>
+                            <execution>
+                                <id>webpack build dev</id>
+                                <phase>none</phase>
+                            </execution>
+                            <execution>
+                                <id>webpack build test</id>
+                                <phase>none</phase>
+                            </execution>
+                        </executions>
+                    </plugin>
+                </plugins>
+            </build>
+        </profile>
     </profiles>
 
     <properties>

jib/pom.xml

@@ -40,6 +40,6 @@
     </build>
 
     <properties>
-        <jib-maven-plugin.version>0.9.10</jib-maven-plugin.version>
+        <jib-maven-plugin.version>2.5.0</jib-maven-plugin.version>
     </properties>
 </project>

jmh/pom.xml

@@ -26,6 +26,11 @@
             <artifactId>jmh-generator-annprocess</artifactId>
             <version>${openjdk.jmh.version}</version>
         </dependency>
+        <dependency>
+            <groupId>org.openjdk.jol</groupId>
+            <artifactId>jol-core</artifactId>
+            <version>${jol-core.version}</version>
+        </dependency>
     </dependencies>
 
     <build>
@@ -42,12 +47,39 @@
                     </archive>
                 </configuration>
             </plugin>
+
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-assembly-plugin</artifactId>
+                <version>${maven-assembly-plugin.version}</version>
+                <configuration>
+                    <descriptorRefs>
+                        <descriptorRef>jar-with-dependencies</descriptorRef>
+                    </descriptorRefs>
+                    <archive>
+                        <manifest>
+                            <mainClass>com.baeldung.BenchmarkRunner</mainClass>
+                        </manifest>
+                    </archive>
+                </configuration>
+                <executions>
+                    <execution>
+                        <id>make-assembly</id>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>single</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
         </plugins>
     </build>
 
     <properties>
         <openjdk.jmh.version>1.19</openjdk.jmh.version>
         <maven-jar-plugin.version>3.0.2</maven-jar-plugin.version>
+        <jol-core.version>0.10</jol-core.version>
+        <maven-assembly-plugin.version>3.2.0</maven-assembly-plugin.version>
     </properties>
 
 </project>

jmh/src/main/java/com/baeldung/bitset/Plotter.java

@@ -0,0 +1,38 @@
+package com.baeldung.bitset;
+
+import org.openjdk.jol.info.ClassLayout;
+import org.openjdk.jol.info.GraphLayout;
+
+import java.io.BufferedWriter;
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.nio.file.Paths;
+import java.nio.file.StandardOpenOption;
+import java.util.BitSet;
+
+public class Plotter {
+
+    public static void main(String[] args) throws IOException {
+        Path path = Paths.get("footprint.csv");
+        try (BufferedWriter stream = Files.newBufferedWriter(path, StandardOpenOption.CREATE)) {
+            stream.write("bits,bool,bitset\n");
+
+            for (int i = 0; i <= 10_000_000; i += 500) {
+                System.out.println("Number of bits => " + i);
+
+                boolean[] ba = new boolean[i];
+                BitSet bitSet = new BitSet(i);
+
+                long baSize = ClassLayout.parseInstance(ba).instanceSize();
+                long bitSetSize = GraphLayout.parseInstance(bitSet).totalSize();
+
+                stream.write((i + "," + baSize + "," + bitSetSize + "\n"));
+
+                if (i % 10_000 == 0) {
+                    stream.flush();
+                }
+            }
+        }
+    }
+}

jmh/src/main/java/com/baeldung/bitset/Sizing.java

@@ -0,0 +1,17 @@
+package com.baeldung.bitset;
+
+import org.openjdk.jol.info.ClassLayout;
+import org.openjdk.jol.info.GraphLayout;
+
+import java.util.BitSet;
+
+public class Sizing {
+
+    public static void main(String[] args) {
+        boolean[] ba = new boolean[10_000];
+        System.out.println(ClassLayout.parseInstance(ba).toPrintable());
+
+        BitSet bitSet = new BitSet(10_000);
+        System.out.println(GraphLayout.parseInstance(bitSet).toPrintable());
+    }
+}

jmh/src/main/java/com/baeldung/bitset/VectorOfBitsBenchmark.java

@@ -0,0 +1,77 @@
+package com.baeldung.bitset;
+
+import org.openjdk.jmh.annotations.Benchmark;
+import org.openjdk.jmh.annotations.BenchmarkMode;
+import org.openjdk.jmh.annotations.Level;
+import org.openjdk.jmh.annotations.Mode;
+import org.openjdk.jmh.annotations.Param;
+import org.openjdk.jmh.annotations.Scope;
+import org.openjdk.jmh.annotations.Setup;
+import org.openjdk.jmh.annotations.State;
+
+import java.util.BitSet;
+import java.util.concurrent.ThreadLocalRandom;
+
+@State(Scope.Benchmark)
+@BenchmarkMode(Mode.Throughput)
+public class VectorOfBitsBenchmark {
+
+    private boolean[] array;
+    private BitSet bitSet;
+
+    @Param({"100", "1000", "5000", "50000", "100000", "1000000", "2000000", "3000000", "5000000",
+      "7000000", "10000000", "20000000", "30000000", "50000000", "70000000", "1000000000"})
+    public int size;
+
+    @Setup(Level.Trial)
+    public void setUp() {
+        array = new boolean[size];
+        for (int i = 0; i < array.length; i++) {
+            array[i] = ThreadLocalRandom.current().nextBoolean();
+        }
+
+        bitSet = new BitSet(size);
+        for (int i = 0; i < size; i++) {
+            bitSet.set(i, ThreadLocalRandom.current().nextBoolean());
+        }
+    }
+
+    @Benchmark
+    public boolean getBoolArray() {
+        return array[ThreadLocalRandom.current().nextInt(size)];
+    }
+
+    @Benchmark
+    public boolean getBitSet() {
+        return bitSet.get(ThreadLocalRandom.current().nextInt(size));
+    }
+
+    @Benchmark
+    public void setBoolArray() {
+        int index = ThreadLocalRandom.current().nextInt(size);
+        array[index] = true;
+    }
+
+    @Benchmark
+    public void setBitSet() {
+        int index = ThreadLocalRandom.current().nextInt(size);
+        bitSet.set(index);
+    }
+
+    @Benchmark
+    public int cardinalityBoolArray() {
+        int sum = 0;
+        for (boolean b : array) {
+            if (b) {
+                sum++;
+            }
+        }
+
+        return sum;
+    }
+
+    @Benchmark
+    public int cardinalityBitSet() {
+        return bitSet.cardinality();
+    }
+}

jmh/src/main/resources/bitset/cardinal.csv

@@ -0,0 +1,449 @@
+"Benchmark","Mode","Threads","Samples","Score","Score Error (99.9%)","Unit","Param: size"
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet","thrpt",4,40,393747573.686833,8176258.509541,"ops/s",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:L1-dcache-load-misses","thrpt",4,2,0.001142,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:L1-dcache-loads","thrpt",4,2,16.019285,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:L1-dcache-stores","thrpt",4,2,3.525011,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:L1-icache-load-misses","thrpt",4,2,0.001011,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:branch-misses","thrpt",4,2,0.000227,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:branches","thrpt",4,2,9.978252,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:dTLB-load-misses","thrpt",4,2,0.000084,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:dTLB-loads","thrpt",4,2,16.085984,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:dTLB-store-misses","thrpt",4,2,0.000016,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:dTLB-stores","thrpt",4,2,3.515332,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:iTLB-load-misses","thrpt",4,2,0.000104,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:iTLB-loads","thrpt",4,2,0.000187,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:instructions","thrpt",4,2,51.807801,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet","thrpt",4,40,200028477.639536,1655942.004821,"ops/s",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:L1-dcache-load-misses","thrpt",4,2,0.002157,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:L1-dcache-loads","thrpt",4,2,30.037472,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:L1-dcache-stores","thrpt",4,2,4.035148,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:L1-icache-load-misses","thrpt",4,2,0.002133,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:branch-misses","thrpt",4,2,0.000533,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:branches","thrpt",4,2,14.964408,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:dTLB-load-misses","thrpt",4,2,0.000209,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:dTLB-loads","thrpt",4,2,30.189211,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:dTLB-store-misses","thrpt",4,2,0.000035,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:dTLB-stores","thrpt",4,2,4.026334,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:iTLB-load-misses","thrpt",4,2,0.000222,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:iTLB-loads","thrpt",4,2,0.000400,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:instructions","thrpt",4,2,99.619362,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet","thrpt",4,40,63020698.220022,301117.329336,"ops/s",5000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:L1-dcache-load-misses","thrpt",4,2,0.006739,NaN,"#/op",5000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:L1-dcache-loads","thrpt",4,2,92.968547,NaN,"#/op",5000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:L1-dcache-stores","thrpt",4,2,4.051628,NaN,"#/op",5000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:L1-icache-load-misses","thrpt",4,2,0.005924,NaN,"#/op",5000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:branch-misses","thrpt",4,2,0.002165,NaN,"#/op",5000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:branches","thrpt",4,2,29.892853,NaN,"#/op",5000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:dTLB-load-misses","thrpt",4,2,0.000582,NaN,"#/op",5000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:dTLB-loads","thrpt",4,2,93.493939,NaN,"#/op",5000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:dTLB-store-misses","thrpt",4,2,0.000109,NaN,"#/op",5000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:dTLB-stores","thrpt",4,2,4.051385,NaN,"#/op",5000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:iTLB-load-misses","thrpt",4,2,0.000724,NaN,"#/op",5000
+"com.baeldung.bitset.VectorOfBitsBenchmark.cardinalityBitSet:iTLB-loads","thrpt",4,2,0.001279,NaN,"#/op",5000
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jmh/src/main/resources/bitset/get.csv

@@ -0,0 +1,449 @@
+"Benchmark","Mode","Threads","Samples","Score","Score Error (99.9%)","Unit","Param: size"
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+"com.baeldung.bitset.VectorOfBitsBenchmark.getBitSet:L1-dcache-load-misses","thrpt",4,2,0.002467,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBitSet:L1-dcache-loads","thrpt",4,2,19.050243,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBitSet:L1-dcache-stores","thrpt",4,2,6.042285,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBitSet:L1-icache-load-misses","thrpt",4,2,0.002206,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBitSet:branch-misses","thrpt",4,2,0.000451,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBitSet:branches","thrpt",4,2,12.985709,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBitSet:dTLB-load-misses","thrpt",4,2,0.000194,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBitSet:dTLB-loads","thrpt",4,2,19.132320,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBitSet:dTLB-store-misses","thrpt",4,2,0.000034,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBitSet:dTLB-stores","thrpt",4,2,6.035930,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBitSet:iTLB-load-misses","thrpt",4,2,0.000246,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBitSet:iTLB-loads","thrpt",4,2,0.000417,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBitSet:instructions","thrpt",4,2,90.781944,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBitSet","thrpt",4,40,189890949.805559,659556.001166,"ops/s",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBitSet:L1-dcache-load-misses","thrpt",4,2,0.002317,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBitSet:L1-dcache-loads","thrpt",4,2,19.036584,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBitSet:L1-dcache-stores","thrpt",4,2,6.044334,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBitSet:L1-icache-load-misses","thrpt",4,2,0.002032,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBitSet:branch-misses","thrpt",4,2,0.000437,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBitSet:branches","thrpt",4,2,12.964305,NaN,"#/op",1000
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+"com.baeldung.bitset.VectorOfBitsBenchmark.getBitSet:dTLB-store-misses","thrpt",4,2,0.000034,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBitSet:dTLB-stores","thrpt",4,2,6.029343,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBitSet:iTLB-load-misses","thrpt",4,2,0.000246,NaN,"#/op",1000
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+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:iTLB-load-misses","thrpt",4,2,0.001213,NaN,"#/op",5000000
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+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:L1-dcache-load-misses","thrpt",4,2,1.941920,NaN,"#/op",10000000
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+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:L1-icache-load-misses","thrpt",4,2,0.004200,NaN,"#/op",10000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:branch-misses","thrpt",4,2,0.004289,NaN,"#/op",10000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:branches","thrpt",4,2,11.012477,NaN,"#/op",10000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:dTLB-load-misses","thrpt",4,2,1.402314,NaN,"#/op",10000000
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+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray","thrpt",4,40,108406186.294073,582406.851629,"ops/s",20000000
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+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:dTLB-load-misses","thrpt",4,2,1.726519,NaN,"#/op",20000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:dTLB-loads","thrpt",4,2,18.136526,NaN,"#/op",20000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:dTLB-store-misses","thrpt",4,2,0.000984,NaN,"#/op",20000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:dTLB-stores","thrpt",4,2,7.045655,NaN,"#/op",20000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:iTLB-load-misses","thrpt",4,2,0.001481,NaN,"#/op",20000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:iTLB-loads","thrpt",4,2,0.000179,NaN,"#/op",20000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:instructions","thrpt",4,2,73.482638,NaN,"#/op",20000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray","thrpt",4,40,87529931.443741,1955927.694142,"ops/s",30000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:L1-dcache-load-misses","thrpt",4,2,2.594962,NaN,"#/op",30000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:L1-dcache-loads","thrpt",4,2,18.073273,NaN,"#/op",30000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:L1-dcache-stores","thrpt",4,2,7.063886,NaN,"#/op",30000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:L1-icache-load-misses","thrpt",4,2,0.005067,NaN,"#/op",30000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:branch-misses","thrpt",4,2,0.009322,NaN,"#/op",30000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:branches","thrpt",4,2,11.027283,NaN,"#/op",30000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:dTLB-load-misses","thrpt",4,2,1.845592,NaN,"#/op",30000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:dTLB-loads","thrpt",4,2,18.149139,NaN,"#/op",30000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:dTLB-store-misses","thrpt",4,2,0.001220,NaN,"#/op",30000000
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+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:L1-dcache-load-misses","thrpt",4,2,2.846910,NaN,"#/op",50000000
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+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:L1-icache-load-misses","thrpt",4,2,0.009109,NaN,"#/op",50000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:branch-misses","thrpt",4,2,0.024525,NaN,"#/op",50000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:branches","thrpt",4,2,11.088285,NaN,"#/op",50000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:dTLB-load-misses","thrpt",4,2,2.268730,NaN,"#/op",50000000
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+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:branch-misses","thrpt",4,2,0.024510,NaN,"#/op",70000000
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+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:L1-dcache-load-misses","thrpt",4,2,2.804161,NaN,"#/op",1000000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:L1-dcache-loads","thrpt",4,2,18.310702,NaN,"#/op",1000000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:L1-dcache-stores","thrpt",4,2,7.181002,NaN,"#/op",1000000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:L1-icache-load-misses","thrpt",4,2,0.011265,NaN,"#/op",1000000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:branch-misses","thrpt",4,2,0.078800,NaN,"#/op",1000000000
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+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:dTLB-load-misses","thrpt",4,2,3.060411,NaN,"#/op",1000000000
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+"com.baeldung.bitset.VectorOfBitsBenchmark.getBoolArray:dTLB-store-misses","thrpt",4,2,0.001505,NaN,"#/op",1000000000
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jmh/src/main/resources/bitset/set.csv

@@ -0,0 +1,449 @@
+"Benchmark","Mode","Threads","Samples","Score","Score Error (99.9%)","Unit","Param: size"
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet","thrpt",4,40,51896464.026542,75862.136758,"ops/s",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:L1-dcache-load-misses","thrpt",4,2,0.455765,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:L1-dcache-loads","thrpt",4,2,12.076844,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:L1-dcache-stores","thrpt",4,2,2.058151,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:L1-icache-load-misses","thrpt",4,2,0.007209,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:branch-misses","thrpt",4,2,0.001604,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:branches","thrpt",4,2,9.997170,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:dTLB-load-misses","thrpt",4,2,0.000671,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:dTLB-loads","thrpt",4,2,12.155867,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:dTLB-store-misses","thrpt",4,2,0.000133,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:dTLB-stores","thrpt",4,2,2.044563,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:iTLB-load-misses","thrpt",4,2,0.000883,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:iTLB-loads","thrpt",4,2,0.001497,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:instructions","thrpt",4,2,63.823169,NaN,"#/op",100
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet","thrpt",4,40,70106741.257282,5675561.652157,"ops/s",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:L1-dcache-load-misses","thrpt",4,2,0.701408,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:L1-dcache-loads","thrpt",4,2,13.051907,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:L1-dcache-stores","thrpt",4,2,2.038773,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:L1-icache-load-misses","thrpt",4,2,0.005106,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:branch-misses","thrpt",4,2,0.001640,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:branches","thrpt",4,2,9.981827,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:dTLB-load-misses","thrpt",4,2,0.000487,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:dTLB-loads","thrpt",4,2,13.108384,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:dTLB-store-misses","thrpt",4,2,0.000085,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:dTLB-stores","thrpt",4,2,2.035609,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:iTLB-load-misses","thrpt",4,2,0.000635,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:iTLB-loads","thrpt",4,2,0.001048,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:instructions","thrpt",4,2,66.690961,NaN,"#/op",1000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet","thrpt",4,40,95463073.139209,1113608.612106,"ops/s",5000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:L1-dcache-load-misses","thrpt",4,2,1.081256,NaN,"#/op",5000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:L1-dcache-loads","thrpt",4,2,13.019534,NaN,"#/op",5000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:L1-dcache-stores","thrpt",4,2,2.030687,NaN,"#/op",5000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:L1-icache-load-misses","thrpt",4,2,0.003994,NaN,"#/op",5000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:branch-misses","thrpt",4,2,0.000999,NaN,"#/op",5000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBitSet:branches","thrpt",4,2,10.961847,NaN,"#/op",5000
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+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:branches","thrpt",4,2,8.011432,NaN,"#/op",5000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-load-misses","thrpt",4,2,0.004486,NaN,"#/op",5000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-loads","thrpt",4,2,10.093163,NaN,"#/op",5000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-store-misses","thrpt",4,2,0.766815,NaN,"#/op",5000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-stores","thrpt",4,2,2.025713,NaN,"#/op",5000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:iTLB-load-misses","thrpt",4,2,0.001161,NaN,"#/op",5000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:iTLB-loads","thrpt",4,2,0.000105,NaN,"#/op",5000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:instructions","thrpt",4,2,53.016947,NaN,"#/op",5000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray","thrpt",4,40,157390156.667728,672584.777681,"ops/s",7000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-dcache-load-misses","thrpt",4,2,1.695306,NaN,"#/op",7000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-dcache-loads","thrpt",4,2,10.053664,NaN,"#/op",7000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-dcache-stores","thrpt",4,2,2.031368,NaN,"#/op",7000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-icache-load-misses","thrpt",4,2,0.003326,NaN,"#/op",7000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:branch-misses","thrpt",4,2,0.003155,NaN,"#/op",7000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:branches","thrpt",4,2,8.010168,NaN,"#/op",7000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-load-misses","thrpt",4,2,0.005645,NaN,"#/op",7000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-loads","thrpt",4,2,10.095965,NaN,"#/op",7000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-store-misses","thrpt",4,2,1.128123,NaN,"#/op",7000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-stores","thrpt",4,2,2.028504,NaN,"#/op",7000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:iTLB-load-misses","thrpt",4,2,0.001011,NaN,"#/op",7000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:iTLB-loads","thrpt",4,2,0.000110,NaN,"#/op",7000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:instructions","thrpt",4,2,53.003675,NaN,"#/op",7000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray","thrpt",4,40,157798980.940213,764697.250786,"ops/s",10000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-dcache-load-misses","thrpt",4,2,1.952853,NaN,"#/op",10000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-dcache-loads","thrpt",4,2,10.022777,NaN,"#/op",10000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-dcache-stores","thrpt",4,2,2.023807,NaN,"#/op",10000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-icache-load-misses","thrpt",4,2,0.003257,NaN,"#/op",10000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:branch-misses","thrpt",4,2,0.004008,NaN,"#/op",10000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:branches","thrpt",4,2,7.990682,NaN,"#/op",10000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-load-misses","thrpt",4,2,0.004266,NaN,"#/op",10000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-loads","thrpt",4,2,10.059754,NaN,"#/op",10000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-store-misses","thrpt",4,2,1.397186,NaN,"#/op",10000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-stores","thrpt",4,2,2.019997,NaN,"#/op",10000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:iTLB-load-misses","thrpt",4,2,0.001003,NaN,"#/op",10000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:iTLB-loads","thrpt",4,2,0.000129,NaN,"#/op",10000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:instructions","thrpt",4,2,52.896245,NaN,"#/op",10000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray","thrpt",4,40,150330975.246741,1605620.715961,"ops/s",20000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-dcache-load-misses","thrpt",4,2,2.378773,NaN,"#/op",20000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-dcache-loads","thrpt",4,2,10.036047,NaN,"#/op",20000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-dcache-stores","thrpt",4,2,2.030046,NaN,"#/op",20000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-icache-load-misses","thrpt",4,2,0.003117,NaN,"#/op",20000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:branch-misses","thrpt",4,2,0.004204,NaN,"#/op",20000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:branches","thrpt",4,2,8.001242,NaN,"#/op",20000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-load-misses","thrpt",4,2,0.005145,NaN,"#/op",20000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-loads","thrpt",4,2,10.078731,NaN,"#/op",20000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-store-misses","thrpt",4,2,1.708955,NaN,"#/op",20000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-stores","thrpt",4,2,2.023010,NaN,"#/op",20000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:iTLB-load-misses","thrpt",4,2,0.001044,NaN,"#/op",20000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:iTLB-loads","thrpt",4,2,0.000128,NaN,"#/op",20000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:instructions","thrpt",4,2,52.933174,NaN,"#/op",20000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray","thrpt",4,40,114316055.929498,3553753.935720,"ops/s",30000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-dcache-load-misses","thrpt",4,2,2.573253,NaN,"#/op",30000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-dcache-loads","thrpt",4,2,10.049313,NaN,"#/op",30000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-dcache-stores","thrpt",4,2,2.038018,NaN,"#/op",30000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-icache-load-misses","thrpt",4,2,0.003989,NaN,"#/op",30000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:branch-misses","thrpt",4,2,0.008927,NaN,"#/op",30000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:branches","thrpt",4,2,8.014444,NaN,"#/op",30000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-load-misses","thrpt",4,2,0.008533,NaN,"#/op",30000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-loads","thrpt",4,2,10.094540,NaN,"#/op",30000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-store-misses","thrpt",4,2,1.824349,NaN,"#/op",30000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-stores","thrpt",4,2,2.033037,NaN,"#/op",30000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:iTLB-load-misses","thrpt",4,2,0.001348,NaN,"#/op",30000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:iTLB-loads","thrpt",4,2,0.000178,NaN,"#/op",30000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:instructions","thrpt",4,2,53.081475,NaN,"#/op",30000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray","thrpt",4,40,62800524.051547,1844174.328399,"ops/s",50000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-dcache-load-misses","thrpt",4,2,2.806845,NaN,"#/op",50000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-dcache-loads","thrpt",4,2,10.118333,NaN,"#/op",50000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-dcache-stores","thrpt",4,2,2.069840,NaN,"#/op",50000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-icache-load-misses","thrpt",4,2,0.007308,NaN,"#/op",50000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:branch-misses","thrpt",4,2,0.024665,NaN,"#/op",50000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:branches","thrpt",4,2,8.083796,NaN,"#/op",50000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-load-misses","thrpt",4,2,0.010630,NaN,"#/op",50000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-loads","thrpt",4,2,10.175443,NaN,"#/op",50000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-store-misses","thrpt",4,2,2.245008,NaN,"#/op",50000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-stores","thrpt",4,2,2.067306,NaN,"#/op",50000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:iTLB-load-misses","thrpt",4,2,0.002569,NaN,"#/op",50000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:iTLB-loads","thrpt",4,2,0.000342,NaN,"#/op",50000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:instructions","thrpt",4,2,53.626962,NaN,"#/op",50000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray","thrpt",4,40,51085547.708493,526048.863875,"ops/s",70000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-dcache-load-misses","thrpt",4,2,2.914760,NaN,"#/op",70000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-dcache-loads","thrpt",4,2,10.140406,NaN,"#/op",70000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-dcache-stores","thrpt",4,2,2.094680,NaN,"#/op",70000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-icache-load-misses","thrpt",4,2,0.010137,NaN,"#/op",70000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:branch-misses","thrpt",4,2,0.024495,NaN,"#/op",70000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:branches","thrpt",4,2,8.083728,NaN,"#/op",70000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-load-misses","thrpt",4,2,0.010755,NaN,"#/op",70000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-loads","thrpt",4,2,10.191453,NaN,"#/op",70000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-store-misses","thrpt",4,2,2.472813,NaN,"#/op",70000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-stores","thrpt",4,2,2.075312,NaN,"#/op",70000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:iTLB-load-misses","thrpt",4,2,0.002962,NaN,"#/op",70000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:iTLB-loads","thrpt",4,2,0.000380,NaN,"#/op",70000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:instructions","thrpt",4,2,53.631291,NaN,"#/op",70000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray","thrpt",4,40,35331072.282690,115127.559672,"ops/s",1000000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-dcache-load-misses","thrpt",4,2,2.877579,NaN,"#/op",1000000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-dcache-loads","thrpt",4,2,10.331614,NaN,"#/op",1000000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-dcache-stores","thrpt",4,2,2.181433,NaN,"#/op",1000000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:L1-icache-load-misses","thrpt",4,2,0.013025,NaN,"#/op",1000000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:branch-misses","thrpt",4,2,0.078282,NaN,"#/op",1000000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:branches","thrpt",4,2,8.293426,NaN,"#/op",1000000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-load-misses","thrpt",4,2,0.014965,NaN,"#/op",1000000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-loads","thrpt",4,2,10.351742,NaN,"#/op",1000000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-store-misses","thrpt",4,2,3.067687,NaN,"#/op",1000000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:dTLB-stores","thrpt",4,2,2.142323,NaN,"#/op",1000000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:iTLB-load-misses","thrpt",4,2,0.004301,NaN,"#/op",1000000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:iTLB-loads","thrpt",4,2,0.000614,NaN,"#/op",1000000000
+"com.baeldung.bitset.VectorOfBitsBenchmark.setBoolArray:instructions","thrpt",4,2,55.399010,NaN,"#/op",1000000000

json-2/pom.xml

@@ -49,6 +49,66 @@
             <artifactId>commons-lang3</artifactId>
             <version>${commons-lang3.version}</version>
         </dependency>
+
+        <dependency>
+            <groupId>com.fasterxml.jackson.core</groupId>
+            <artifactId>jackson-annotations</artifactId>
+            <version>2.11.0</version>
+        </dependency>
+        <dependency>
+            <groupId>com.fasterxml.jackson.core</groupId>
+            <artifactId>jackson-databind</artifactId>
+            <version>2.11.0</version>
+        </dependency>
+        <dependency>
+            <groupId>com.io-informatics.oss</groupId>
+            <artifactId>jackson-jsonld</artifactId>
+            <version>0.1.1</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>jackson-databind</artifactId>
+                    <groupId>com.fasterxml.jackson.core</groupId>
+                </exclusion>
+                <exclusion>
+                    <artifactId>jackson-annotations</artifactId>
+                    <groupId>com.fasterxml.jackson.core</groupId>
+                </exclusion>
+                <exclusion>
+                    <artifactId>jackson-core</artifactId>
+                    <groupId>com.fasterxml.jackson.core</groupId>
+                </exclusion>
+                <exclusion>
+                    <artifactId>jsonld-java</artifactId>
+                    <groupId>com.github.jsonld-java</groupId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+        <dependency>
+            <groupId>de.escalon.hypermedia</groupId>
+            <artifactId>hydra-jsonld</artifactId>
+            <version>0.4.2</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>jackson-databind</artifactId>
+                    <groupId>com.fasterxml.jackson.core</groupId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+        <dependency>
+            <groupId>com.github.jsonld-java</groupId>
+            <artifactId>jsonld-java</artifactId>
+            <version>0.13.0</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>jackson-core</artifactId>
+                    <groupId>com.fasterxml.jackson.core</groupId>
+                </exclusion>
+                <exclusion>
+                    <artifactId>jackson-databind</artifactId>
+                    <groupId>com.fasterxml.jackson.core</groupId>
+                </exclusion>
+            </exclusions>
+        </dependency>
     </dependencies>
     <properties>
         <jsoniter.version>0.9.23</jsoniter.version>

json-2/src/test/java/com/baeldung/jsonld/deserialization/jsonldjava/jackson/JacksonDeserializationUnitTest.java

@@ -0,0 +1,51 @@
+package com.baeldung.jsonld.deserialization.jsonldjava.jackson;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+import java.io.IOException;
+import java.util.HashMap;
+
+import org.junit.jupiter.api.Test;
+
+import com.baeldung.jsonld.deserialization.jsonldjava.jackson.Person.Link;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.github.jsonldjava.core.JsonLdOptions;
+import com.github.jsonldjava.core.JsonLdProcessor;
+import com.github.jsonldjava.utils.JsonUtils;
+
+public class JacksonDeserializationUnitTest {
+
+    @Test
+    void givenAJsonLdObject_whenCompactIsUsedWithEmptyContext_thenItCanBeDeserializedWithJackson() throws IOException {
+        String inputJsonLd = "{"
+            + "\"@context\":{"
+            +     "\"@vocab\":\"http://schema.org/\","
+            +     "\"knows\":{\"@type\":\"@id\"}"
+            + "},"
+            + "\"@type\":\"Person\","
+            + "\"@id\":\"http://example.com/person/1234\","
+            + "\"name\":\"Example Name\","
+            + "\"knows\":\"http://example.com/person/2345\""
+            + "}";
+
+        Object jsonObject = JsonUtils.fromString(inputJsonLd);
+        Object compact = JsonLdProcessor.compact(jsonObject, new HashMap<>(), new JsonLdOptions());
+        String compactContent = JsonUtils.toString(compact);
+
+        assertEquals("{"
+            + "\"@id\":\"http://example.com/person/1234\","
+            + "\"@type\":\"http://schema.org/Person\","
+            + "\"http://schema.org/knows\":{\"@id\":\"http://example.com/person/2345\"},"
+            + "\"http://schema.org/name\":\"Example Name\""
+            + "}", compactContent);
+
+        ObjectMapper objectMapper = new ObjectMapper();
+        Person person = objectMapper.readValue(compactContent, Person.class);
+
+        Person expectedPerson = new Person("http://example.com/person/1234", "Example Name", new Link("http://example.com/person/2345"));
+
+        assertEquals(expectedPerson.getId(), person.getId());
+        assertEquals(expectedPerson.getName(), person.getName());
+        assertEquals(expectedPerson.getKnows().getId(), person.getKnows().getId());
+    }
+}

json-2/src/test/java/com/baeldung/jsonld/deserialization/jsonldjava/jackson/Person.java

@@ -0,0 +1,67 @@
+package com.baeldung.jsonld.deserialization.jsonldjava.jackson;
+
+import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
+import com.fasterxml.jackson.annotation.JsonProperty;
+
+@JsonIgnoreProperties(ignoreUnknown = true)
+public class Person {
+    @JsonProperty("@id")
+    private String id;
+    @JsonProperty("http://schema.org/name")
+    private String name;
+    @JsonProperty("http://schema.org/knows")
+    private Link knows;
+
+    public Person() {
+    }
+
+    public Person(String id, String name, Link knows) {
+        this.id = id;
+        this.name = name;
+        this.knows = knows;
+    }
+
+    public String getId() {
+        return id;
+    }
+
+    public void setId(String id) {
+        this.id = id;
+    }
+
+    public String getName() {
+        return name;
+    }
+
+    public void setName(String name) {
+        this.name = name;
+    }
+
+    public Link getKnows() {
+        return knows;
+    }
+
+    public void setKnows(Link knows) {
+        this.knows = knows;
+    }
+
+    public static class Link {
+        @JsonProperty("@id")
+        private String id;
+
+        public Link() {
+        }
+
+        public Link(String id) {
+            this.id = id;
+        }
+
+        public String getId() {
+            return id;
+        }
+
+        public void setId(String id) {
+            this.id = id;
+        }
+    }
+}

json-2/src/test/java/com/baeldung/jsonld/serialization/hydrajsonld/HydraJsonldSerializationUnitTest.java

@@ -0,0 +1,63 @@
+package com.baeldung.jsonld.serialization.hydrajsonld;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+import org.junit.jupiter.api.Test;
+
+import com.fasterxml.jackson.annotation.JsonInclude;
+import com.fasterxml.jackson.core.JsonProcessingException;
+import com.fasterxml.jackson.databind.BeanDescription;
+import com.fasterxml.jackson.databind.JsonSerializer;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.fasterxml.jackson.databind.SerializationConfig;
+import com.fasterxml.jackson.databind.module.SimpleModule;
+import com.fasterxml.jackson.databind.ser.BeanSerializerModifier;
+import com.fasterxml.jackson.databind.ser.std.BeanSerializerBase;
+
+import de.escalon.hypermedia.hydra.serialize.JacksonHydraSerializer;
+
+public class HydraJsonldSerializationUnitTest {
+    @Test
+    void givenAHydraJsonldAnnotatedObject_whenJacksonHydraSerializerIsUsed_thenAJsonLdDocumentIsGenerated() throws JsonProcessingException {
+        ObjectMapper objectMapper = new ObjectMapper();
+        objectMapper.registerModule(getJacksonHydraSerializerModule());
+        objectMapper.setSerializationInclusion(JsonInclude.Include.NON_NULL);
+
+        Person person = new Person("http://example.com/person/1234", "Example Name");
+
+        String personJsonLd = objectMapper.writeValueAsString(person);
+
+        assertEquals("{"
+            + "\"@context\":{"
+            +     "\"@vocab\":\"http://example.com/vocab/\","
+            +     "\"name\":\"fullName\""
+            + "},"
+            + "\"@type\":\"person\","
+            + "\"name\":\"Example Name\","
+            + "\"@id\":\"http://example.com/person/1234\""
+            + "}", personJsonLd);
+    }
+
+    static SimpleModule getJacksonHydraSerializerModule() {
+        return new SimpleModule() {
+
+            @Override
+            public void setupModule(SetupContext context) {
+                super.setupModule(context);
+
+                context.addBeanSerializerModifier(new BeanSerializerModifier() {
+
+                    @Override
+                    public JsonSerializer<?> modifySerializer(SerializationConfig config, BeanDescription beanDesc, JsonSerializer<?> serializer) {
+
+                        if (serializer instanceof BeanSerializerBase) {
+                            return new JacksonHydraSerializer((BeanSerializerBase) serializer);
+                        } else {
+                            return serializer;
+                        }
+                    }
+                });
+            }
+        };
+    }
+}

json-2/src/test/java/com/baeldung/jsonld/serialization/hydrajsonld/Person.java

@@ -0,0 +1,28 @@
+package com.baeldung.jsonld.serialization.hydrajsonld;
+
+import com.fasterxml.jackson.annotation.JsonProperty;
+
+import de.escalon.hypermedia.hydra.mapping.Expose;
+import de.escalon.hypermedia.hydra.mapping.Vocab;
+
+@Vocab("http://example.com/vocab/")
+@Expose("person")
+public class Person {
+    private String id;
+    private String name;
+
+    public Person(String id, String name) {
+        this.id = id;
+        this.name = name;
+    }
+
+    @JsonProperty("@id")
+    public String getId() {
+        return id;
+    }
+
+    @Expose("fullName")
+    public String getName() {
+        return name;
+    }
+}

json-2/src/test/java/com/baeldung/jsonld/serialization/jacksonjsonld/JacksonJsonLdSerializationUnitTest.java

@@ -0,0 +1,33 @@
+package com.baeldung.jsonld.serialization.jacksonjsonld;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+import org.junit.jupiter.api.Test;
+
+import com.fasterxml.jackson.core.JsonProcessingException;
+import com.fasterxml.jackson.databind.ObjectMapper;
+
+import ioinformarics.oss.jackson.module.jsonld.JsonldModule;
+
+public class JacksonJsonLdSerializationUnitTest {
+    @Test
+    void givenAJacksonJsonldAnnotatedObject_whenJsonldModuleIsUsed_thenAJsonLdDocumentIsGenerated() throws JsonProcessingException {
+        ObjectMapper objectMapper = new ObjectMapper();
+        objectMapper.registerModule(new JsonldModule());
+
+        Person person = new Person("http://example.com/person/1234", "Example Name");
+        String personJsonLd = objectMapper.writeValueAsString(person);
+
+        assertEquals("{"
+            + "\"@type\":\"s:Person\","
+            + "\"@context\":{"
+            +     "\"s\":\"http://schema.org/\","
+            +     "\"name\":\"s:name\","
+            +     "\"knows\":{\"@id\":\"s:knows\",\"@type\":\"@id\"}"
+            + "},"
+            + "\"name\":\"Example Name\","
+            + "\"@id\":\"http://example.com/person/1234\","
+            + "\"knows\":\"http://example.com/person/2345\""
+            + "}", personJsonLd);
+    }
+}

json-2/src/test/java/com/baeldung/jsonld/serialization/jacksonjsonld/Person.java

@@ -0,0 +1,32 @@
+package com.baeldung.jsonld.serialization.jacksonjsonld;
+
+import ioinformarics.oss.jackson.module.jsonld.annotation.JsonldId;
+import ioinformarics.oss.jackson.module.jsonld.annotation.JsonldLink;
+import ioinformarics.oss.jackson.module.jsonld.annotation.JsonldNamespace;
+import ioinformarics.oss.jackson.module.jsonld.annotation.JsonldProperty;
+import ioinformarics.oss.jackson.module.jsonld.annotation.JsonldResource;
+import ioinformarics.oss.jackson.module.jsonld.annotation.JsonldType;
+
+@JsonldResource
+@JsonldNamespace(name = "s", uri = "http://schema.org/")
+@JsonldType("s:Person")
+@JsonldLink(rel = "s:knows", name = "knows", href = "http://example.com/person/2345")
+public class Person {
+    @JsonldId
+    private String id;
+    @JsonldProperty("s:name")
+    private String name;
+
+    public Person(String id, String name) {
+        this.id = id;
+        this.name = name;
+    }
+
+    public String getId() {
+        return id;
+    }
+
+    public String getName() {
+        return name;
+    }
+}

kotlin-libraries-2/src/test/kotlin/com/baeldung/kotlin/jackson/JacksonUnitTest.kt

@@ -59,7 +59,11 @@ class JacksonUnitTest {
         val aMap: Map<Int,String> =  mapper.readValue(json)
         
         assertEquals(aMap[1], "one")   
-        assertEquals(aMap[2], "two")   
+        assertEquals(aMap[2], "two")
+
+        val sameMap = mapper.readValue<Map<Int,String>>(json)
+        assertEquals(sameMap[1], "one")
+        assertEquals(sameMap[2], "two")
     }
     
     @Test
@@ -81,7 +85,11 @@ class JacksonUnitTest {
         val movie1 =  Movie("Endgame", "Marvel", 9.2f)
         val movie2 =  Movie("Shazam", "Warner Bros", 7.6f)
         assertTrue(movieList.contains(movie1))                    
-        assertTrue(movieList.contains(movie2))                    
+        assertTrue(movieList.contains(movie2))
+
+        val sameList = mapper.readValue<List<Movie>>(json)
+        assertTrue(sameList.contains(movie1))
+        assertTrue(sameList.contains(movie2))
     }
     
     @Test

libraries-5/pom.xml

@@ -32,12 +32,6 @@
             <artifactId>pact-jvm-consumer-junit_2.11</artifactId>
             <version>${pact.version}</version>
             <scope>test</scope>
-            <exclusions>
-                <exclusion>
-                    <groupId>org.codehaus.groovy</groupId>
-                    <artifactId>groovy-all</artifactId>
-                </exclusion>
-            </exclusions>
         </dependency>
 
         <!-- https://mvnrepository.com/artifact/com.typesafe.akka/akka-actor -->
@@ -53,10 +47,10 @@
             <scope>test</scope>
 
         </dependency>
-                <dependency>
-                    <groupId>one.util</groupId>
-                    <artifactId>streamex</artifactId>
-                    <version>${streamex.version}</version>
+        <dependency>
+            <groupId>one.util</groupId>
+            <artifactId>streamex</artifactId>
+            <version>${streamex.version}</version>
         </dependency>
         <dependency>
             <groupId>net.bytebuddy</groupId>

libraries-5/src/test/java/com/baeldung/pact/PactConsumerDrivenContractUnitTest.java

@@ -5,8 +5,6 @@ import au.com.dius.pact.consumer.PactProviderRuleMk2;
 import au.com.dius.pact.consumer.PactVerification;
 import au.com.dius.pact.consumer.dsl.PactDslWithProvider;
 import au.com.dius.pact.model.RequestResponsePact;
-
-import org.junit.Ignore;
 import org.junit.Rule;
 import org.junit.Test;
 import org.springframework.http.HttpEntity;
@@ -28,15 +26,30 @@ public class PactConsumerDrivenContractUnitTest {
 
     @Pact(consumer = "test_consumer")
     public RequestResponsePact createPact(PactDslWithProvider builder) {
-        Map<String, String> headers = new HashMap<String, String>();
+        Map<String, String> headers = new HashMap<>();
         headers.put("Content-Type", "application/json");
 
-        return builder.given("test GET").uponReceiving("GET REQUEST").path("/pact").method("GET").willRespondWith().status(200).headers(headers).body("{\"condition\": true, \"name\": \"tom\"}").given("test POST").uponReceiving("POST REQUEST").method("POST")
-                .headers(headers).body("{\"name\": \"Michael\"}").path("/pact").willRespondWith().status(201).toPact();
+        return builder
+          .given("test GET")
+            .uponReceiving("GET REQUEST")
+            .path("/pact")
+            .method("GET")
+          .willRespondWith()
+            .status(200)
+            .headers(headers)
+            .body("{\"condition\": true, \"name\": \"tom\"}")
+          .given("test POST")
+            .uponReceiving("POST REQUEST")
+            .method("POST")
+            .headers(headers)
+            .body("{\"name\": \"Michael\"}")
+            .path("/pact")
+          .willRespondWith()
+            .status(201)
+          .toPact();
     }
 
     @Test
-    @Ignore
     @PactVerification()
     public void givenGet_whenSendRequest_shouldReturn200WithProperHeaderAndBody() {
         // when

maven-modules/maven-plugins/maven-enforcer/README.md

@@ -1,3 +0,0 @@
-### Relevant Articles:
-
-- [Maven Enforcer Plugin](https://www.baeldung.com/maven-enforcer-plugin)

maven-modules/optional-dependencies/README.md

@@ -0,0 +1,3 @@
+### Relevant Articles:
+
+- Optional Dependency in Maven

maven-modules/optional-dependencies/main-project/pom.xml

@@ -0,0 +1,18 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+    <groupId>com.baeldung</groupId>
+    <artifactId>main-project</artifactId>
+    <version>0.0.1-SNAPSHOT</version>
+    <packaging>pom</packaging>
+
+    <dependencies>
+        <dependency>
+            <groupId>com.baeldung</groupId>
+            <artifactId>project-with-optionals</artifactId>
+            <version>0.0.1-SNAPSHOT</version>
+        </dependency>
+    </dependencies>
+</project>

maven-modules/optional-dependencies/optional-project/pom.xml

@@ -0,0 +1,10 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+    <groupId>com.baeldung</groupId>
+    <artifactId>optional-project</artifactId>
+    <version>0.0.1-SNAPSHOT</version>
+    <packaging>pom</packaging>
+</project>

maven-modules/optional-dependencies/pom.xml

@@ -0,0 +1,19 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <artifactId>maven-modules</artifactId>
+        <groupId>com.baeldung</groupId>
+        <version>0.0.1-SNAPSHOT</version>
+    </parent>
+    <modelVersion>4.0.0</modelVersion>
+
+    <artifactId>optional-dependencies</artifactId>
+    <packaging>pom</packaging>
+    <modules>
+        <module>optional-project</module>
+        <module>project-with-optionals</module>
+        <module>main-project</module>
+    </modules>
+</project>

maven-modules/optional-dependencies/project-with-optionals/pom.xml

@@ -0,0 +1,19 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+    <groupId>com.baeldung</groupId>
+    <artifactId>project-with-optionals</artifactId>
+    <version>0.0.1-SNAPSHOT</version>
+    <packaging>pom</packaging>
+
+    <dependencies>
+        <dependency>
+            <groupId>com.baeldung</groupId>
+            <artifactId>optional-project</artifactId>
+            <version>0.0.1-SNAPSHOT</version>
+            <optional>true</optional>
+        </dependency>
+    </dependencies>
+</project>

maven-modules/pom.xml

@@ -26,6 +26,7 @@
         <module>maven-properties</module>
         <module>versions-maven-plugin</module>
         <module>version-collision</module>
+        <module>optional-dependencies</module>
     </modules>
 
 </project>

maven-modules/versions-maven-plugin/original/pom.xml

@@ -58,9 +58,9 @@
 
     <repositories>
         <repository>
-            <id>apache.snapshots</id>
-            <name>Apache Development Snapshot Repository</name>
-            <url>https://repository.apache.org/content/repositories/snapshots/</url>
+            <id>apache.releases</id>
+            <name>Apache Development Release Repository</name>
+            <url>https://repository.apache.org/content/repositories/releases/</url>
             <releases>
                 <enabled>false</enabled>
             </releases>

maven-modules/versions-maven-plugin/pom.xml

@@ -57,9 +57,9 @@
 
     <repositories>
         <repository>
-            <id>apache.snapshots</id>
-            <name>Apache Development Snapshot Repository</name>
-            <url>https://repository.apache.org/content/repositories/snapshots/</url>
+            <id>apache.releases</id>
+            <name>Apache Development Release Repository</name>
+            <url>https://repository.apache.org/content/repositories/releases/</url>
             <releases>
                 <enabled>false</enabled>
             </releases>

parent-spring-5/pom.xml

@@ -31,7 +31,7 @@
     </dependencies>
 
     <properties>
-        <spring.version>5.2.5.RELEASE</spring.version>
+        <spring.version>5.2.8.RELEASE</spring.version>
         <spring-security.version>5.2.3.RELEASE</spring-security.version>
         <spring-boot-starter-test.version>1.5.10.RELEASE</spring-boot-starter-test.version>
     </properties>

persistence-modules/core-java-persistence/src/main/java/com/baeldung/jdbcmetadata/DatabaseConfig.java

@@ -0,0 +1,49 @@
+package com.baeldung.jdbcmetadata;
+
+import org.apache.log4j.Logger;
+
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.SQLException;
+
+public class DatabaseConfig {
+    private static final Logger LOG = Logger.getLogger(DatabaseConfig.class);
+
+    private Connection connection;
+
+    public DatabaseConfig() {
+        try {
+            Class.forName("org.h2.Driver");
+            String url = "jdbc:h2:mem:testdb";
+            connection = DriverManager.getConnection(url, "sa", "");
+        } catch (ClassNotFoundException | SQLException e) {
+            LOG.error(e);
+        }
+    }
+
+    public Connection getConnection() {
+        return connection;
+    }
+
+    public void init() {
+        createTables();
+        createViews();
+    }
+
+    private void createTables() {
+        try {
+            connection.createStatement().executeUpdate("create table CUSTOMER (ID int primary key auto_increment, NAME VARCHAR(45))");
+            connection.createStatement().executeUpdate("create table CUST_ADDRESS (ID VARCHAR(36), CUST_ID int, ADDRESS VARCHAR(45), FOREIGN KEY (CUST_ID) REFERENCES CUSTOMER(ID))");
+        } catch (SQLException e) {
+            LOG.error(e);
+        }
+    }
+
+    private void createViews() {
+        try {
+            connection.createStatement().executeUpdate("CREATE VIEW CUSTOMER_VIEW AS SELECT * FROM CUSTOMER");
+        } catch (SQLException e) {
+            LOG.error(e);
+        }
+    }
+}

persistence-modules/core-java-persistence/src/main/java/com/baeldung/jdbcmetadata/JdbcMetadataApplication.java

@@ -0,0 +1,30 @@
+package com.baeldung.jdbcmetadata;
+
+import org.apache.log4j.Logger;
+
+import java.sql.SQLException;
+
+public class JdbcMetadataApplication {
+
+    private static final Logger LOG = Logger.getLogger(JdbcMetadataApplication.class);
+
+    public static void main(String[] args) {
+        DatabaseConfig databaseConfig = new DatabaseConfig();
+        databaseConfig.init();
+        try {
+            MetadataExtractor metadataExtractor = new MetadataExtractor(databaseConfig.getConnection());
+            metadataExtractor.extractTableInfo();
+            metadataExtractor.extractSystemTables();
+            metadataExtractor.extractViews();
+            String tableName = "CUSTOMER";
+            metadataExtractor.extractColumnInfo(tableName);
+            metadataExtractor.extractPrimaryKeys(tableName);
+            metadataExtractor.extractForeignKeys("CUST_ADDRESS");
+            metadataExtractor.extractDatabaseInfo();
+            metadataExtractor.extractUserName();
+            metadataExtractor.extractSupportedFeatures();
+        } catch (SQLException e) {
+            LOG.error("Error while executing SQL statements", e);
+        }
+    }
+}

persistence-modules/core-java-persistence/src/main/java/com/baeldung/jdbcmetadata/MetadataExtractor.java

@@ -0,0 +1,113 @@
+package com.baeldung.jdbcmetadata;
+
+import java.sql.Connection;
+import java.sql.DatabaseMetaData;
+import java.sql.ResultSet;
+import java.sql.SQLException;
+
+public class MetadataExtractor {
+    private final DatabaseMetaData databaseMetaData;
+
+    public MetadataExtractor(Connection connection) throws SQLException {
+        this.databaseMetaData = connection.getMetaData();
+        DatabaseMetaData databaseMetaData = connection.getMetaData();
+    }
+
+    public void extractTableInfo() throws SQLException {
+        ResultSet resultSet = databaseMetaData.getTables(null, null, "CUST%", new String[] { "TABLE" });
+        while (resultSet.next()) {
+            // Print the names of existing tables
+            System.out.println(resultSet.getString("TABLE_NAME"));
+            System.out.println(resultSet.getString("REMARKS"));
+        }
+    }
+
+    public void extractSystemTables() throws SQLException {
+        ResultSet resultSet = databaseMetaData.getTables(null, null, null, new String[] { "SYSTEM TABLE" });
+        while (resultSet.next()) {
+            // Print the names of system tables
+            System.out.println(resultSet.getString("TABLE_NAME"));
+        }
+    }
+
+    public void extractViews() throws SQLException {
+        ResultSet resultSet = databaseMetaData.getTables(null, null, null, new String[] { "VIEW" });
+        while (resultSet.next()) {
+            // Print the names of existing views
+            System.out.println(resultSet.getString("TABLE_NAME"));
+        }
+    }
+
+    public void extractColumnInfo(String tableName) throws SQLException {
+        ResultSet columns = databaseMetaData.getColumns(null, null, tableName, null);
+
+        while (columns.next()) {
+            String columnName = columns.getString("COLUMN_NAME");
+            String columnSize = columns.getString("COLUMN_SIZE");
+            String datatype = columns.getString("DATA_TYPE");
+            String isNullable = columns.getString("IS_NULLABLE");
+            String isAutoIncrement = columns.getString("IS_AUTOINCREMENT");
+            System.out.println(String.format("ColumnName: %s, columnSize: %s, datatype: %s, isColumnNullable: %s, isAutoIncrementEnabled: %s", columnName, columnSize, datatype, isNullable, isAutoIncrement));
+        }
+    }
+
+    public void extractPrimaryKeys(String tableName) throws SQLException {
+        ResultSet primaryKeys = databaseMetaData.getPrimaryKeys(null, null, tableName);
+        while (primaryKeys.next()) {
+            String primaryKeyColumnName = primaryKeys.getString("COLUMN_NAME");
+            String primaryKeyName = primaryKeys.getString("PK_NAME");
+            System.out.println(String.format("columnName:%s, pkName:%s", primaryKeyColumnName, primaryKeyName));
+        }
+    }
+
+    public void fun() throws SQLException {
+
+    }
+
+    public void extractForeignKeys(String tableName) throws SQLException {
+        ResultSet foreignKeys = databaseMetaData.getImportedKeys(null, null, tableName);
+        while (foreignKeys.next()) {
+            String pkTableName = foreignKeys.getString("PKTABLE_NAME");
+            String fkTableName = foreignKeys.getString("FKTABLE_NAME");
+            String pkColumnName = foreignKeys.getString("PKCOLUMN_NAME");
+            String fkColumnName = foreignKeys.getString("FKCOLUMN_NAME");
+            System.out.println(String.format("pkTableName:%s, fkTableName:%s, pkColumnName:%s, fkColumnName:%s", pkTableName, fkTableName, pkColumnName, fkColumnName));
+        }
+    }
+
+    public void extractDatabaseInfo() throws SQLException {
+        String productName = databaseMetaData.getDatabaseProductName();
+        String productVersion = databaseMetaData.getDatabaseProductVersion();
+
+        String driverName = databaseMetaData.getDriverName();
+        String driverVersion = databaseMetaData.getDriverVersion();
+
+        System.out.println(String.format("Product name:%s, Product version:%s", productName, productVersion));
+        System.out.println(String.format("Driver name:%s, Driver Version:%s", driverName, driverVersion));
+    }
+
+    public void extractUserName() throws SQLException {
+        String userName = databaseMetaData.getUserName();
+        System.out.println(userName);
+        ResultSet schemas = databaseMetaData.getSchemas();
+        while (schemas.next()) {
+            String table_schem = schemas.getString("TABLE_SCHEM");
+            String table_catalog = schemas.getString("TABLE_CATALOG");
+            System.out.println(String.format("Table_schema:%s, Table_catalog:%s", table_schem, table_catalog));
+        }
+    }
+
+    public void extractSupportedFeatures() throws SQLException {
+        System.out.println("Supports scrollable & Updatable Result Set: " + databaseMetaData.supportsResultSetConcurrency(ResultSet.TYPE_SCROLL_INSENSITIVE, ResultSet.CONCUR_UPDATABLE));
+        System.out.println("Supports Full Outer Joins: " + databaseMetaData.supportsFullOuterJoins());
+        System.out.println("Supports Stored Procedures: " + databaseMetaData.supportsStoredProcedures());
+        System.out.println("Supports Subqueries in 'EXISTS': " + databaseMetaData.supportsSubqueriesInExists());
+        System.out.println("Supports Transactions: " + databaseMetaData.supportsTransactions());
+        System.out.println("Supports Core SQL Grammar: " + databaseMetaData.supportsCoreSQLGrammar());
+        System.out.println("Supports Batch Updates: " + databaseMetaData.supportsBatchUpdates());
+        System.out.println("Supports Column Aliasing: " + databaseMetaData.supportsColumnAliasing());
+        System.out.println("Supports Savepoints: " + databaseMetaData.supportsSavepoints());
+        System.out.println("Supports Union All: " + databaseMetaData.supportsUnionAll());
+        System.out.println("Supports Union: " + databaseMetaData.supportsUnion());
+    }
+}

persistence-modules/core-java-persistence/src/test/java/com/baeldung/jdbc/JdbcLiveTest.java

@@ -1,6 +1,9 @@
 package com.baeldung.jdbc;
 
-import static org.junit.Assert.*;
+import org.apache.log4j.Logger;
+import org.junit.After;
+import org.junit.Before;
+import org.junit.Test;
 
 import java.sql.CallableStatement;
 import java.sql.Connection;
@@ -16,10 +19,8 @@ import java.util.ArrayList;
 import java.util.List;
 import java.util.stream.IntStream;
 
-import org.apache.log4j.Logger;
-import org.junit.After;
-import org.junit.Before;
-import org.junit.Test;
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertTrue;
 
 public class JdbcLiveTest {
 
@@ -33,10 +34,11 @@ public class JdbcLiveTest {
 
         con = DriverManager.getConnection("jdbc:mysql://localhost:3306/myDb?noAccessToProcedureBodies=true", "user1", "pass");
 
-        Statement stmt = con.createStatement();
+        try (Statement stmt = con.createStatement()) {
 
-        String tableSql = "CREATE TABLE IF NOT EXISTS employees (emp_id int PRIMARY KEY AUTO_INCREMENT, name varchar(30), position varchar(30), salary double)";
-        stmt.execute(tableSql);
+            String tableSql = "CREATE TABLE IF NOT EXISTS employees (emp_id int PRIMARY KEY AUTO_INCREMENT, name varchar(30), position varchar(30), salary double)";
+            stmt.execute(tableSql);
+        }
 
     }
 
@@ -101,10 +103,8 @@ public class JdbcLiveTest {
 
     @Test
     public void whenCallProcedure_thenCorrect() {
-
-        try {
-            String preparedSql = "{call insertEmployee(?,?,?,?)}";
-            CallableStatement cstmt = con.prepareCall(preparedSql);
+        String preparedSql = "{call insertEmployee(?,?,?,?)}";
+        try (CallableStatement cstmt = con.prepareCall(preparedSql)) {
             cstmt.setString(2, "ana");
             cstmt.setString(3, "tester");
             cstmt.setDouble(4, 2000);
@@ -121,9 +121,10 @@ public class JdbcLiveTest {
     public void whenReadMetadata_thenCorrect() throws SQLException {
 
         DatabaseMetaData dbmd = con.getMetaData();
-        ResultSet tablesResultSet = dbmd.getTables(null, null, "%", null);
-        while (tablesResultSet.next()) {
-            LOG.info(tablesResultSet.getString("TABLE_NAME"));
+        try (ResultSet tablesResultSet = dbmd.getTables(null, null, "%", null)) {
+            while (tablesResultSet.next()) {
+                LOG.info(tablesResultSet.getString("TABLE_NAME"));
+            }
         }
 
         String selectSql = "SELECT * FROM employees";

persistence-modules/flyway-repair/pom.xml

@@ -2,7 +2,7 @@
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
          xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
     <modelVersion>4.0.0</modelVersion>
-    <artifactId>flyway</artifactId>
+    <artifactId>flyway-repair</artifactId>
     <name>flyway-repair</name>
     <packaging>jar</packaging>
     <description>Flyway Repair Demo</description>

persistence-modules/java-jpa-3/README.md

@@ -0,0 +1,3 @@
+## JPA in Java
+
+This module contains articles about the Java Persistence API (JPA) in Java.

persistence-modules/java-jpa-3/pom.xml

@@ -0,0 +1,83 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+    <artifactId>java-jpa-3</artifactId>
+    <name>java-jpa-3</name>
+
+    <parent>
+        <groupId>com.baeldung</groupId>
+        <artifactId>persistence-modules</artifactId>
+        <version>1.0.0-SNAPSHOT</version>
+    </parent>
+
+    <dependencies>
+        <dependency>
+            <groupId>org.hibernate</groupId>
+            <artifactId>hibernate-core</artifactId>
+            <version>${hibernate.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>org.hibernate</groupId>
+            <artifactId>hibernate-jpamodelgen</artifactId>
+            <version>${hibernate.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>com.h2database</groupId>
+            <artifactId>h2</artifactId>
+            <version>${h2.version}</version>
+        </dependency>
+
+        <!--Compile time JPA API -->
+        <dependency>
+            <groupId>javax.persistence</groupId>
+            <artifactId>javax.persistence-api</artifactId>
+            <version>${javax.persistence-api.version}</version>
+        </dependency>
+
+        <!--Runtime JPA implementation -->
+        <dependency>
+            <groupId>org.eclipse.persistence</groupId>
+            <artifactId>eclipselink</artifactId>
+            <version>${eclipselink.version}</version>
+            <scope>runtime</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.postgresql</groupId>
+            <artifactId>postgresql</artifactId>
+            <version>${postgres.version}</version>
+            <scope>runtime</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.assertj</groupId>
+            <artifactId>assertj-core</artifactId>
+            <version>${assertj.version}</version>
+            <scope>test</scope>
+        </dependency>
+    </dependencies>
+
+    <build>
+        <plugins>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <version>${maven-compiler-plugin.version}</version>
+                <configuration>
+                    <compilerArgument>-proc:none</compilerArgument>
+                </configuration>
+            </plugin>
+        </plugins>
+    </build>
+
+    <properties>
+        <hibernate.version>5.4.14.Final</hibernate.version>
+        <eclipselink.version>2.7.4</eclipselink.version>
+        <postgres.version>42.2.5</postgres.version>
+        <javax.persistence-api.version>2.2</javax.persistence-api.version>
+        <assertj.version>3.11.1</assertj.version>
+        <maven-compiler-plugin.version>3.5.1</maven-compiler-plugin.version>
+        <maven-processor-plugin.version>3.3.3</maven-processor-plugin.version>
+        <build-helper-maven-plugin.version>3.0.0</build-helper-maven-plugin.version>
+    </properties>
+
+</project>

persistence-modules/java-jpa-3/src/main/java/com/baeldung/jpa/equality/EqualByBusinessKey.java

@@ -0,0 +1,53 @@
+package com.baeldung.jpa.equality;
+
+import javax.persistence.*;
+
+@Entity
+public class EqualByBusinessKey {
+
+    @Id
+    @GeneratedValue(strategy = GenerationType.AUTO)
+    private Long id;
+
+    private String email;
+
+    public EqualByBusinessKey() {
+    }
+
+    public Long getId() {
+        return id;
+    }
+
+    public void setId(Long id) {
+        this.id = id;
+    }
+
+    public String getEmail() {
+        return email;
+    }
+
+    public void setEmail(String email) {
+        this.email = email;
+    }
+
+    @Override
+    public int hashCode() {
+        return java.util.Objects.hashCode(email);
+    }
+
+    @Override
+    public boolean equals(Object obj) {
+        if (this == obj) {
+            return true;
+        }
+        if (obj == null) {
+            return false;
+        }
+        if (obj instanceof EqualByBusinessKey) {
+            if (((EqualByBusinessKey) obj).getEmail() == getEmail()) {
+                return true;
+            }
+        }
+        return false;
+    }
+}

persistence-modules/java-jpa-3/src/main/java/com/baeldung/jpa/equality/EqualById.java

@@ -0,0 +1,55 @@
+package com.baeldung.jpa.equality;
+
+import javax.persistence.*;
+
+@Entity
+public class EqualById {
+
+    @Id
+    @GeneratedValue(strategy = GenerationType.AUTO)
+    private Long id;
+
+    private String email;
+
+    public EqualById() {
+    }
+
+    public Long getId() {
+        return id;
+    }
+
+    public void setId(Long id) {
+        this.id = id;
+    }
+
+    public String getEmail() {
+        return email;
+    }
+
+    public void setEmail(String email) {
+        this.email = email;
+    }
+
+
+    @Override
+    public int hashCode() {
+        final int prime = 31;
+        int result = 1;
+        result = prime * result + ((id == null) ? 0 : id.hashCode());
+        return result;
+    }
+
+    @Override
+    public boolean equals(Object obj) {
+        if (this == obj) {
+            return true;
+        }
+        if (obj == null) {
+            return false;
+        }
+        if (obj instanceof EqualById) {
+            return ((EqualById) obj).getId().equals(getId());
+        }
+        return false;
+    }
+}

persistence-modules/java-jpa-3/src/main/java/com/baeldung/jpa/equality/EqualByJavaDefault.java

@@ -0,0 +1,36 @@
+package com.baeldung.jpa.equality;
+
+import javax.persistence.*;
+
+@Entity
+public class EqualByJavaDefault implements Cloneable{
+
+    @Id
+    @GeneratedValue(strategy = GenerationType.AUTO)
+    private Long id;
+
+    private String email;
+
+    public EqualByJavaDefault() {
+    }
+
+    public Long getId() {
+        return id;
+    }
+
+    public void setId(Long id) {
+        this.id = id;
+    }
+
+    public String getEmail() {
+        return email;
+    }
+
+    public void setEmail(String email) {
+        this.email = email;
+    }
+
+    public Object clone() throws CloneNotSupportedException {
+        return super.clone();
+    }
+}

persistence-modules/java-jpa-3/src/main/resources/META-INF/persistence.xml

@@ -0,0 +1,25 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<persistence xmlns="http://xmlns.jcp.org/xml/ns/persistence"
+	xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+	xsi:schemaLocation="http://xmlns.jcp.org/xml/ns/persistence
+             http://xmlns.jcp.org/xml/ns/persistence/persistence_2_2.xsd"
+	version="2.2">
+	<persistence-unit name="jpa-h2-equality">
+		<provider>org.hibernate.jpa.HibernatePersistenceProvider</provider>
+		<class>com.baeldung.jpa.equality.EqualByJavaDefault</class>
+		<class>com.baeldung.jpa.equality.EqualById</class>
+		<class>com.baeldung.jpa.equality.EqualByBusinessKey</class>
+		<exclude-unlisted-classes>true</exclude-unlisted-classes>
+		<properties>
+			<property name="javax.persistence.jdbc.driver" value="org.h2.Driver" />
+			<property name="javax.persistence.jdbc.url" value="jdbc:h2:mem:test" />
+			<property name="javax.persistence.jdbc.user" value="sa" />
+			<property name="javax.persistence.jdbc.password" value="" />
+			<property name="javax.persistence.jdbc.driver" value="org.h2.Driver" />
+			<property name="hibernate.dialect" value="org.hibernate.dialect.H2Dialect" />
+			<property name="hibernate.hbm2ddl.auto" value="create-drop" />
+			<property name="show_sql" value="false" />
+			<property name="hibernate.temp.use_jdbc_metadata_defaults" value="false" />
+		</properties>
+	</persistence-unit>
+</persistence>

persistence-modules/java-jpa-3/src/main/resources/logback.xml

@@ -0,0 +1,15 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<configuration>
+    <appender name="STDOUT"
+        class="ch.qos.logback.core.ConsoleAppender">
+        <encoder>
+            <pattern>%d{HH:mm:ss.SSS} [%thread] %-5level %logger{36} -
+                %msg%n
+            </pattern>
+        </encoder>
+    </appender>
+
+    <root level="INFO">
+        <appender-ref ref="STDOUT" />
+    </root>
+</configuration>

persistence-modules/java-jpa-3/src/test/java/com/baeldung/jpa/equality/EqualityUnitTest.java

@@ -0,0 +1,74 @@
+package com.baeldung.jpa.equality;
+
+import javax.persistence.EntityManager;
+import javax.persistence.EntityManagerFactory;
+import javax.persistence.Persistence;
+
+import org.junit.Assert;
+import org.junit.BeforeClass;
+import org.junit.Test;
+
+public class EqualityUnitTest {
+
+    private static EntityManagerFactory factory;
+    private static EntityManager entityManager;
+
+    @BeforeClass
+    public static void setup() {
+        factory = Persistence.createEntityManagerFactory("jpa-h2-equality");
+        entityManager = factory.createEntityManager();
+    }
+
+    @Test
+    public void givenObjectBasedEquality_whenUsingEquals_thenEqualIsBasedOnInstance() throws CloneNotSupportedException {
+        EqualByJavaDefault object1 = new EqualByJavaDefault();
+        EqualByJavaDefault object2 = new EqualByJavaDefault();
+
+        object1.setEmail("test.user@domain.com");
+
+        entityManager.getTransaction().begin();
+        entityManager.persist(object1);
+        entityManager.getTransaction().commit();
+
+        object2 = (EqualByJavaDefault) object1.clone();
+
+        Assert.assertNotEquals(object1, object2);
+        Assert.assertEquals(object1.getId(), object2.getId());
+        Assert.assertEquals(object1.getEmail(), object2.getEmail());
+    }
+
+    @Test
+    public void givenIdBasedEquality_whenUsingEquals_thenEqualIsBasedOnId() {
+        EqualById object1 = new EqualById();
+        EqualById object2 = new EqualById();
+
+        object1.setEmail("test.user.1@domain.com");
+        object2.setEmail("test.user.2@domain.com");
+
+        entityManager.getTransaction().begin();
+        entityManager.persist(object1);
+        entityManager.getTransaction().commit();
+
+        object2.setId(object1.getId());
+
+        Assert.assertEquals(object1, object2);
+        Assert.assertEquals(object1.getId(), object2.getId());
+        Assert.assertNotEquals(object1.getEmail(), object2.getEmail());
+    }
+
+    @Test
+    public void givenBusinessKeyBasedEquality_whenUsingEquals_thenEqualIsBasedOnBusinessKey() {
+        EqualByBusinessKey object1 = new EqualByBusinessKey();
+        EqualByBusinessKey object2 = new EqualByBusinessKey();
+
+        object1.setEmail("test.user@test-domain.com");
+        object2.setEmail("test.user@test-domain.com");
+
+        entityManager.getTransaction().begin();
+        entityManager.persist(object1);
+        entityManager.getTransaction().commit();
+
+        Assert.assertEquals(object1, object2);
+        Assert.assertNotEquals(object1.getId(), object2.getId());
+    }
+}

persistence-modules/pom.xml

@@ -19,7 +19,7 @@
         <module>core-java-persistence</module>
         <module>deltaspike</module>
         <module>elasticsearch</module>
-        <module>flyway</module>
+        <module>flyway-repair</module>
         <module>hbase</module>
         <module>hibernate5</module>
         <module>hibernate-mapping</module> <!-- long running -->
@@ -59,12 +59,16 @@
         <module>spring-data-elasticsearch</module>
         <module>spring-data-gemfire</module>
         <module>spring-data-geode</module>
+
         <module>spring-data-jpa-annotations</module>
         <module>spring-data-jpa-crud</module>
         <module>spring-data-jpa-enterprise</module>
         <module>spring-data-jpa-filtering</module>
         <module>spring-data-jpa-query</module>
         <module>spring-data-jpa-repo</module>
+
+        <module>spring-data-jdbc</module>
+
         <module>spring-data-keyvalue</module>
         <module>spring-data-mongodb</module>
         <module>spring-data-neo4j</module>