Enhance docs, add tests in GenericHeap (#5980)

This commit is contained in:
Hardik Pawar
2024-10-30 01:41:30 +05:30
committed by GitHub
parent 63d13b6f3a
commit 94fb92e508
2 changed files with 129 additions and 109 deletions

View File

@ -3,49 +3,83 @@ package com.thealgorithms.datastructures.heaps;
import java.util.ArrayList; import java.util.ArrayList;
import java.util.HashMap; import java.util.HashMap;
/**
* A generic implementation of a max heap data structure.
*
* @param <T> the type of elements in this heap, must extend Comparable.
*/
public class GenericHeap<T extends Comparable<T>> { public class GenericHeap<T extends Comparable<T>> {
ArrayList<T> data = new ArrayList<>(); private final ArrayList<T> data = new ArrayList<>();
HashMap<T, Integer> map = new HashMap<>(); private final HashMap<T, Integer> map = new HashMap<>();
/**
* Adds an item to the heap, maintaining the heap property.
*
* @param item the item to be added
*/
public void add(T item) { public void add(T item) {
if (item == null) { if (item == null) {
throw new IllegalArgumentException("Cannot insert null into the heap."); throw new IllegalArgumentException("Cannot insert null into the heap.");
} }
this.data.add(item); this.data.add(item);
map.put(item, this.data.size() - 1); // map.put(item, this.data.size() - 1);
upHeapify(this.data.size() - 1); upHeapify(this.data.size() - 1);
} }
/**
* Restores the heap property by moving the item at the given index upwards.
*
* @param ci the index of the current item
*/
private void upHeapify(int ci) { private void upHeapify(int ci) {
int pi = (ci - 1) / 2; int pi = (ci - 1) / 2;
if (isLarger(this.data.get(ci), this.data.get(pi)) > 0) { if (ci > 0 && isLarger(this.data.get(ci), this.data.get(pi)) > 0) {
swap(pi, ci); swap(pi, ci);
upHeapify(pi); upHeapify(pi);
} }
} }
public void display() { /**
System.out.println(this.data); * Returns the number of elements in the heap.
} *
* @return the size of the heap
*/
public int size() { public int size() {
return this.data.size(); return this.data.size();
} }
/**
* Checks if the heap is empty.
*
* @return true if the heap is empty, false otherwise
*/
public boolean isEmpty() { public boolean isEmpty() {
return this.size() == 0; return this.size() == 0;
} }
/**
* Removes and returns the maximum item from the heap.
*
* @return the maximum item
*/
public T remove() { public T remove() {
if (isEmpty()) {
throw new IllegalStateException("Heap is empty");
}
this.swap(0, this.size() - 1); this.swap(0, this.size() - 1);
T rv = this.data.remove(this.size() - 1); T rv = this.data.remove(this.size() - 1);
downHeapify(0);
map.remove(rv); map.remove(rv);
downHeapify(0);
return rv; return rv;
} }
/**
* Restores the heap property by moving the item at the given index downwards.
*
* @param pi the index of the current item
*/
private void downHeapify(int pi) { private void downHeapify(int pi) {
int lci = 2 * pi + 1; int lci = 2 * pi + 1;
int rci = 2 * pi + 2; int rci = 2 * pi + 2;
@ -62,15 +96,35 @@ public class GenericHeap<T extends Comparable<T>> {
} }
} }
/**
* Retrieves the maximum item from the heap without removing it.
*
* @return the maximum item
*/
public T get() { public T get() {
return this.data.get(0); if (isEmpty()) {
throw new IllegalStateException("Heap is empty");
}
return this.data.getFirst();
} }
// t has higher property then return +ve /**
* Compares two items to determine their order.
*
* @param t the first item
* @param o the second item
* @return a positive integer if t is greater than o, negative if t is less, and zero if they are equal
*/
private int isLarger(T t, T o) { private int isLarger(T t, T o) {
return t.compareTo(o); return t.compareTo(o);
} }
/**
* Swaps two items in the heap and updates their indices in the map.
*
* @param i index of the first item
* @param j index of the second item
*/
private void swap(int i, int j) { private void swap(int i, int j) {
T ith = this.data.get(i); T ith = this.data.get(i);
T jth = this.data.get(j); T jth = this.data.get(j);
@ -80,9 +134,16 @@ public class GenericHeap<T extends Comparable<T>> {
map.put(jth, i); map.put(jth, i);
} }
/**
* Updates the priority of the specified item by restoring the heap property.
*
* @param item the item whose priority is to be updated
*/
public void updatePriority(T item) { public void updatePriority(T item) {
if (!map.containsKey(item)) {
throw new IllegalArgumentException("Item not found in the heap");
}
int index = map.get(item); int index = map.get(item);
// because we enter lesser value then old vale
upHeapify(index); upHeapify(index);
} }
} }

View File

@ -13,114 +13,73 @@ public class GenericHeapTest {
private GenericHeap<Integer> heap; private GenericHeap<Integer> heap;
@BeforeEach @BeforeEach
public void setUp() { void setUp() {
heap = new GenericHeap<>(); heap = new GenericHeap<>();
} }
@Test @Test
public void testGenericHeapAddAndGet() { void testAddAndGet() {
heap.add(19);
heap.add(36);
heap.add(100);
heap.add(-17);
heap.add(3);
// Check that the largest element (100) is at the top of the heap
assertEquals(100, heap.get());
}
@Test
public void testGenericHeapRemove() {
heap.add(19);
heap.add(36);
heap.add(100);
heap.add(-17);
heap.add(3);
// Verify that the largest element is removed correctly
assertEquals(100, heap.remove());
// The new element at the top should be 36
assertEquals(36, heap.get());
// Check that the size is correct after removal
assertEquals(4, heap.size());
}
@Test
public void testGenericHeapSize() {
assertTrue(heap.isEmpty());
heap.add(10); heap.add(10);
heap.add(20); heap.add(20);
// Check that the size is correct
assertEquals(2, heap.size());
heap.remove();
// After removal, the size should be 1
assertEquals(1, heap.size());
}
@Test
public void testGenericHeapIsEmpty() {
// Verify that the heap is initially empty
assertTrue(heap.isEmpty());
heap.add(15);
// Now the heap should not be empty
assertFalse(heap.isEmpty());
heap.remove();
// After removing the one element, it should be empty again
assertTrue(heap.isEmpty());
}
@Test
public void testGenericHeapUpdatePriority() {
heap.add(19);
heap.add(36);
heap.add(100);
heap.add(-17);
heap.add(3);
// Verify that the largest element initially is 100
assertEquals(100, heap.get());
heap.remove();
// Simulates a change in priority by increasing the value of 100 to 44
heap.add(44);
// Now, the new high should be 25
assertEquals(44, heap.get());
}
@Test
public void testGenericHeapRemoveUntilEmpty() {
heap.add(5); heap.add(5);
heap.add(3);
heap.add(4); assertEquals(20, heap.get());
}
@Test
void testRemove() {
heap.add(10);
heap.add(20);
heap.add(5);
assertEquals(20, heap.remove());
assertEquals(10, heap.get());
}
@Test
void testIsEmpty() {
assertTrue(heap.isEmpty());
heap.add(1);
assertFalse(heap.isEmpty());
}
@Test
void testSize() {
assertEquals(0, heap.size());
heap.add(1); heap.add(1);
heap.add(2); heap.add(2);
assertEquals(2, heap.size());
// Remove all items and check that they are removed in descending order
assertEquals(5, heap.remove());
assertEquals(4, heap.remove());
assertEquals(3, heap.remove());
assertEquals(2, heap.remove());
assertEquals(1, heap.remove());
// Empty heap
assertTrue(heap.isEmpty());
} }
@Test @Test
public void testGenericHeapAddNullItem() { void testUpdatePriority() {
// Check null item heap.add(10);
assertThrows(IllegalArgumentException.class, () -> { heap.add(null); }); heap.add(20);
heap.add(5);
heap.updatePriority(10);
assertEquals(20, heap.get());
heap.add(30);
heap.updatePriority(20); // 20 will be moved up
assertEquals(30, heap.get());
}
@Test
void testRemoveFromEmptyHeap() {
Exception exception = assertThrows(IllegalStateException.class, () -> heap.remove());
assertEquals("Heap is empty", exception.getMessage());
}
@Test
void testGetFromEmptyHeap() {
Exception exception = assertThrows(IllegalStateException.class, () -> heap.get());
assertEquals("Heap is empty", exception.getMessage());
}
@Test
void testUpdatePriorityForNonExistentItem() {
Exception exception = assertThrows(IllegalArgumentException.class, () -> heap.updatePriority(100));
assertEquals("Item not found in the heap", exception.getMessage());
} }
} }