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package com.baeldung.algorithms.minheapmerge;
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public class HeapNode {
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int element;
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int arrayIndex;
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int nextElementIndex = 1;
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public HeapNode(int element, int arrayIndex) {
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this.element = element;
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this.arrayIndex = arrayIndex;
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}
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}
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package com.baeldung.algorithms.minheapmerge;
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public class MinHeap {
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HeapNode[] heapNodes;
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public MinHeap(HeapNode heapNodes[]) {
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this.heapNodes = heapNodes;
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heapifyFromLastLeafsParent();
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}
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void heapifyFromLastLeafsParent() {
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int lastLeafsParentIndex = getParentNodeIndex(heapNodes.length);
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while (lastLeafsParentIndex >= 0) {
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heapify(lastLeafsParentIndex);
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lastLeafsParentIndex--;
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}
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}
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void heapify(int index) {
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int leftNodeIndex = getLeftNodeIndex(index);
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int rightNodeIndex = getRightNodeIndex(index);
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int smallestElementIndex = index;
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if (leftNodeIndex < heapNodes.length && heapNodes[leftNodeIndex].element < heapNodes[index].element) {
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smallestElementIndex = leftNodeIndex;
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}
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if (rightNodeIndex < heapNodes.length && heapNodes[rightNodeIndex].element < heapNodes[smallestElementIndex].element) {
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smallestElementIndex = rightNodeIndex;
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}
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if (smallestElementIndex != index) {
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swap(index, smallestElementIndex);
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heapify(smallestElementIndex);
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}
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}
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int getParentNodeIndex(int index) {
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return (index - 1) / 2;
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}
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int getLeftNodeIndex(int index) {
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return (2 * index + 1);
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}
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int getRightNodeIndex(int index) {
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return (2 * index + 2);
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}
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HeapNode getRootNode() {
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return heapNodes[0];
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}
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void heapifyFromRoot() {
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heapify(0);
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}
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void swap(int i, int j) {
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HeapNode temp = heapNodes[i];
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heapNodes[i] = heapNodes[j];
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heapNodes[j] = temp;
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}
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static int[] merge(int[][] array) {
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HeapNode[] heapNodes = new HeapNode[array.length];
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int resultingArraySize = 0;
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for (int i = 0; i < array.length; i++) {
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HeapNode node = new HeapNode(array[i][0], i);
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heapNodes[i] = node;
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resultingArraySize += array[i].length;
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}
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MinHeap minHeap = new MinHeap(heapNodes);
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int[] resultingArray = new int[resultingArraySize];
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for (int i = 0; i < resultingArraySize; i++) {
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HeapNode root = minHeap.getRootNode();
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resultingArray[i] = root.element;
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if (root.nextElementIndex < array[root.arrayIndex].length) {
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root.element = array[root.arrayIndex][root.nextElementIndex++];
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} else {
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root.element = Integer.MAX_VALUE;
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}
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minHeap.heapifyFromRoot();
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}
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return resultingArray;
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}
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}
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@ -0,0 +1,22 @@
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package com.baeldung.algorithms.minheapmerge;
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import static org.hamcrest.CoreMatchers.equalTo;
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import static org.hamcrest.CoreMatchers.is;
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import static org.junit.Assert.assertThat;
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import org.junit.Test;
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public class MinHeapUnitTest {
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private final int[][] inputArray = { { 0, 6 }, { 1, 5, 10, 100 }, { 2, 4, 200, 650 } };
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private final int[] expectedArray = { 0, 1, 2, 4, 5, 6, 10, 100, 200, 650 };
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@Test
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public void givenSortedArrays_whenMerged_thenShouldReturnASingleSortedarray() {
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int[] resultArray = MinHeap.merge(inputArray);
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assertThat(resultArray.length, is(equalTo(10)));
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assertThat(resultArray, is(equalTo(expectedArray)));
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}
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}
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