Making all sorts measurable and compatible to use of comparator

This commit is contained in:
hitanshu310 2025-02-17 00:23:18 +05:30 committed by hitanshu
parent f0111ddb2e
commit acc65dc756
18 changed files with 249 additions and 113 deletions

View File

@ -0,0 +1,18 @@
package com.hithomelabs.princeton1.module5;
// * * Provides a set of helper functions less and exch for Comparable data types
public interface ComparableHelper {
static <T> void exch(T[] arr, int j, int i) {
T temp = arr[i];
arr[i] = arr[j];
arr[j] = temp;
}
static <T> boolean less(T e1, T e2) {
return ((Comparable<T>)e1).compareTo(e2) < 0;
}
static <T> boolean equals(T e1, T e2) { return ((Comparable<T>)e1).compareTo(e2) == 0;}
}

View File

@ -4,14 +4,4 @@ public interface ComparableSort<E> {
void sort(E[] arr); void sort(E[] arr);
default void exch(E[] arr, int j, int i) {
E temp = arr[i];
arr[i] = arr[j];
arr[j] = temp;
}
default boolean less(Comparable<E> e1, E e2) {
return e1.compareTo(e2) < 0;
}
} }

View File

@ -1,15 +0,0 @@
package com.hithomelabs.princeton1.module5;
import java.util.Comparator;
public interface ComparatorComparableSort<E> extends ComparableSort<E> {
public void sort(E[] arr, Comparator<E> cmp);
public default boolean less(E v, E w, Comparator<E> cmp){
if (cmp == null)
return ComparableSort.super.less((Comparable<E>) v, w);
else
return cmp.compare(v, w) < 0;
}
}

View File

@ -0,0 +1,19 @@
package com.hithomelabs.princeton1.module5;
import java.util.Comparator;
public interface ComparatorHelper extends ComparableHelper {
static <T> boolean less(T v, T w, Comparator<T> cmp) {
if (cmp == null) return ComparableHelper.less(v, w);
else
return cmp.compare(v, w) < 0;
}
static <T> boolean equals(T v, T w, Comparator<T> cmp) {
if (cmp == null) return ComparableHelper.equals(v, w);
else
return cmp.compare(v, w) == 0;
}
}

View File

@ -0,0 +1,9 @@
package com.hithomelabs.princeton1.module5;
import java.util.Comparator;
public interface ComparatorSort<E> extends ComparableSort<E> {
public void sort(E[] arr, Comparator<E> cmp);
}

View File

@ -2,7 +2,7 @@ package com.hithomelabs.princeton1.module5;
import java.util.Comparator; import java.util.Comparator;
public class Insertion<E> implements MeasurableSort<E> { public class Insertion<E> implements MeasurableSort<E>, MeasurableHelper{
public void sort(E[] arr) { public void sort(E[] arr) {
coreSortLogic(arr, null, null); coreSortLogic(arr, null, null);
@ -16,8 +16,8 @@ public class Insertion<E> implements MeasurableSort<E> {
// * * swap arr[i] with each element greater to it's left // * * swap arr[i] with each element greater to it's left
for (int i = 1; i < N; i++) { for (int i = 1; i < N; i++) {
int j = i; int j = i;
while (j >= 1 && less(arr[j], arr[j - 1], cmp, metaData)) { while (j >= 1 && MeasurableHelper.less(arr[j], arr[j - 1], cmp, metaData)) {
exch(arr, j, j - 1, metaData); MeasurableHelper.exch(arr, j, j - 1, metaData);
j = j - 1; j = j - 1;
} }
} }

View File

@ -0,0 +1,25 @@
package com.hithomelabs.princeton1.module5;
import java.util.Comparator;
public interface MeasurableHelper extends ComparatorHelper{
static <T> boolean less(T v, T w, Comparator<T> cmp, SortingMetaData metaData) {
if (metaData != null)
metaData.incrementCompares();
return ComparatorHelper.less(v, w, cmp);
}
static <T> boolean equals(T v, T w, Comparator<T> cmp, SortingMetaData metaData) {
if (metaData != null)
metaData.incrementCompares();
return ComparatorHelper.equals(v, w, cmp);
}
static <T> void exch(T[] arr, int j, int i, SortingMetaData metaData) {
if (metaData != null)
metaData.incrementExchanges();
ComparableHelper.exch(arr, j, i);
}
}

View File

@ -2,20 +2,7 @@ package com.hithomelabs.princeton1.module5;
import java.util.Comparator; import java.util.Comparator;
public interface MeasurableSort<E> extends ComparatorComparableSort<E> { public interface MeasurableSort<E> extends ComparatorSort<E> {
default boolean less(E v, E w, Comparator<E> cmp, SortingMetaData metaData) {
if (metaData != null)
metaData.incrementCompares();
return ComparatorComparableSort.super.less(v, w, cmp);
}
default void exch(E[] arr, int j, int i, SortingMetaData metaData) {
if (metaData != null)
metaData.incrementExchanges();
ComparatorComparableSort.super.exch(arr, j, i);
}
public void sort(E[] arr, Comparator<E> cmp, SortingMetaData metaData); public void sort(E[] arr, Comparator<E> cmp, SortingMetaData metaData);

View File

@ -3,7 +3,7 @@ package com.hithomelabs.princeton1.module5;
import java.util.Comparator; import java.util.Comparator;
public class Selection<E> implements MeasurableSort<E> { public class Selection<E> implements MeasurableSort<E>, MeasurableHelper {
/* /*
* * Selection sort "selects" the smallest element and swaps it with arr[0] of the array * * Selection sort "selects" the smallest element and swaps it with arr[0] of the array
@ -19,9 +19,9 @@ public class Selection<E> implements MeasurableSort<E> {
for(int i = 0; i < arr1.length - 1; i++){ for(int i = 0; i < arr1.length - 1; i++){
int minIndex = i; int minIndex = i;
for(int j = i+1; j < arr.length; j ++){ for(int j = i+1; j < arr.length; j ++){
if (less(arr[j], arr[minIndex], cmp, metaData)) minIndex = j; if (MeasurableHelper.less(arr[j], arr[minIndex], cmp, metaData)) minIndex = j;
} }
exch(arr, i, minIndex, metaData); MeasurableHelper.exch(arr, i, minIndex, metaData);
} }
} }

View File

@ -3,7 +3,7 @@ package com.hithomelabs.princeton1.module5;
import java.util.ArrayList; import java.util.ArrayList;
import java.util.Comparator; import java.util.Comparator;
public class Shell<E> implements MeasurableSort<E> { public class Shell<E> implements MeasurableSort<E>, MeasurableHelper {
/* /*
* * We will be performing h sort * * We will be performing h sort
@ -40,8 +40,8 @@ public class Shell<E> implements MeasurableSort<E> {
int N = arr.length; int N = arr.length;
for(int i = h; i < N; i++){ for(int i = h; i < N; i++){
int j = i; int j = i;
while(j >= h && less(arr[j], arr[j-h], cmp, metaData)){ while(j >= h && MeasurableHelper.less(arr[j], arr[j-h], cmp, metaData)){
exch(arr, j, j-h, metaData); MeasurableHelper.exch(arr, j, j-h, metaData);
j = j - h; j = j - h;
} }
} }

View File

@ -1,13 +1,14 @@
package com.hithomelabs.princeton1.module6; package com.hithomelabs.princeton1.module6;
import com.hithomelabs.princeton1.module5.ComparableSort; import com.hithomelabs.princeton1.module5.ComparableSort;
import com.hithomelabs.princeton1.module5.MeasurableHelper;
import com.hithomelabs.princeton1.module5.MeasurableSort; import com.hithomelabs.princeton1.module5.MeasurableSort;
import com.hithomelabs.princeton1.module5.SortingMetaData; import com.hithomelabs.princeton1.module5.SortingMetaData;
import java.util.Arrays; import java.util.Arrays;
import java.util.Comparator; import java.util.Comparator;
public class Merge<E> implements MeasurableSort<E> { public class Merge<E> implements MeasurableSort<E>, MeasurableHelper {
@Override @Override
public void sort(E[] arr) { public void sort(E[] arr) {
coreSortLogic(arr, null, null); coreSortLogic(arr, null, null);
@ -48,7 +49,7 @@ public class Merge<E> implements MeasurableSort<E> {
arr[k] = aux[i++]; arr[k] = aux[i++];
if (metaData != null) if (metaData != null)
metaData.incrementCompares(); metaData.incrementCompares();
} else if (less( aux[i], aux[j], cmp, metaData)) { } else if (MeasurableHelper.less( aux[i], aux[j], cmp, metaData)) {
arr[k] = aux[i++]; arr[k] = aux[i++];
} }
else arr[k] = aux[j++]; else arr[k] = aux[j++];

View File

@ -1,12 +1,13 @@
package com.hithomelabs.princeton1.module7; package com.hithomelabs.princeton1.module7;
import com.hithomelabs.princeton1.module5.MeasurableHelper;
import com.hithomelabs.princeton1.module5.MeasurableSort; import com.hithomelabs.princeton1.module5.MeasurableSort;
import com.hithomelabs.princeton1.module5.SortingMetaData; import com.hithomelabs.princeton1.module5.SortingMetaData;
import java.util.Comparator; import java.util.Comparator;
public class Quick<E> implements MeasurableSort<E> { public class Quick<E> implements MeasurableSort<E>, MeasurableHelper {
@Override @Override
public void sort(E[] arr) { public void sort(E[] arr) {
int N = arr.length; int N = arr.length;
@ -23,13 +24,13 @@ import java.util.Comparator;
int i = lo + 1; int i = lo + 1;
int j = i; int j = i;
while(j <= hi){ while(j <= hi){
if(less((Comparable<E>) arr[j], arr[lo])){ if(MeasurableHelper.less((Comparable<E>) arr[j], arr[lo], null, null)){
exch(arr, i, j); MeasurableHelper.exch(arr, i, j, null);
i++; i++;
} }
j++; j++;
} }
exch(arr, i-1, lo); MeasurableHelper.exch(arr, i-1, lo,null);
altQuickSort(arr, lo, i-2); altQuickSort(arr, lo, i-2);
altQuickSort(arr, i, hi); altQuickSort(arr, i, hi);
} }
@ -40,16 +41,16 @@ import java.util.Comparator;
int i = lo; int i = lo;
int j = hi+1; int j = hi+1;
while(true){ while(true){
while(less( arr[++i], arr[lo], cmp, metaData)){ while(MeasurableHelper.less( arr[++i], arr[lo], cmp, metaData)){
if(i == hi) break; if(i == hi) break;
} }
while(!less(arr[--j], arr[lo], cmp, metaData)){ while(!MeasurableHelper.less(arr[--j], arr[lo], cmp, metaData)){
if (j == lo ) break; if (j == lo ) break;
} }
if(j<=i) break; if(j<=i) break;
exch(arr, i , j, metaData); MeasurableHelper.exch(arr, i , j, metaData);
} }
exch(arr, j, lo, metaData); MeasurableHelper.exch(arr, j, lo, metaData);
quickSort(arr, lo, j-1, cmp, metaData); quickSort(arr, lo, j-1, cmp, metaData);
quickSort(arr, j+1, hi, cmp, metaData); quickSort(arr, j+1, hi, cmp, metaData);

View File

@ -1,41 +1,53 @@
package com.hithomelabs.princeton1.module7; package com.hithomelabs.princeton1.module7;
import com.hithomelabs.princeton1.module5.AbstractCustomSorts; import com.hithomelabs.princeton1.module5.MeasurableHelper;
import com.hithomelabs.princeton1.module5.MeasurableSort;
import com.hithomelabs.princeton1.module5.SortingMetaData;
public class ThreeWayQuick<E> extends AbstractCustomSorts<E> { import java.util.Comparator;
public class ThreeWayQuick<E> implements MeasurableSort<E>, MeasurableHelper {
@Override @Override
public void sort(E[] arr) { public void sort(E[] arr) {
coreSortingLogic(arr); coreSortingLogic(arr, null, null);
} }
private void coreSortingLogic(E[] arr) { private void coreSortingLogic(E[] arr, Comparator<E> cmp, SortingMetaData metaData) {
int N = arr.length; int N = arr.length;
threeWaySort(arr, 0, N - 1); threeWaySort(arr, 0, N - 1, cmp, metaData);
} }
private void threeWaySort(E[] arr, int lo, int hi) { private void threeWaySort(E[] arr, int lo, int hi, Comparator<E> cmp, SortingMetaData metaData) {
if(hi <= lo) if (hi <= lo)
return; return;
int k = hi; int k = hi;
int i = lo + 1; int i = lo + 1;
int j = lo; int j = lo;
while (true) { while (true) {
if (((Comparable<E>) arr[i]).compareTo(arr[j]) < 0) { if (MeasurableHelper.less(arr[i], arr[j], cmp, metaData)) MeasurableHelper.exch(arr, i++, j++, metaData);
exch(arr, i, j++); else if (MeasurableHelper.equals(arr[i],arr[j], cmp, metaData)) i++;
i++; else MeasurableHelper.exch(arr, i, k--, metaData);
} else if (((Comparable<E>) arr[i]).compareTo(arr[j]) > 0) if (k < i) break;
exch(arr, i, k--);
else {
i++;
}
if (k < i)
break;
} }
threeWaySort(arr, lo, j - 1); threeWaySort(arr, lo, j - 1, cmp, metaData);
threeWaySort(arr, k + 1, hi); threeWaySort(arr, k + 1, hi, cmp, metaData);
}
@Override
public void sort(E[] arr, Comparator<E> cmp, SortingMetaData metaData) {
if(metaData != null){
metaData.startTime();
}
coreSortingLogic(arr, cmp, metaData);
if (metaData != null)
metaData.endTime();
}
@Override
public void sort(E[] arr, Comparator<E> cmp) {
coreSortingLogic(arr, cmp, null);
} }
} }

View File

@ -34,7 +34,7 @@ class QuickTest {
} }
@Test @Test
@DisplayName("testing Quick sort default implementation") @DisplayName("testing Quick sort alternate implementation")
public void testAltSort(){ public void testAltSort(){
for(int i = 0; i < 100; i++) for(int i = 0; i < 100; i++)

View File

@ -0,0 +1,54 @@
package com.hithomelabs.princeton1.module7;
import com.hithomelabs.princeton1.common.Apple;
import org.junit.jupiter.api.*;
import java.util.ArrayList;
import java.util.Random;
import static org.junit.jupiter.api.Assertions.*;
class ThreeWayQuickTest {
private ThreeWayQuick<Apple> quick;
private ArrayList<Apple> apples;
private Random random;
@BeforeEach
void setUp() {
quick = new ThreeWayQuick<Apple>();
apples = new ArrayList<Apple>();
random = new Random();
}
@Test
@DisplayName("testing Quick sort default implementation")
public void testSort(){
for(int i = 0; i < 100; i++)
apples.add(new Apple(random.nextInt(1000)));
Apple[] arr = apples.toArray(new Apple[apples.size()]);
quick.sort(arr);
apples.sort(null);
Apple[] sorted = apples.toArray(new Apple[apples.size()]);
Assertions.assertArrayEquals(sorted, arr);
}
@Test
@DisplayName("testing Comparator sort")
public void testComparatorSort(){
for(int i = 0; i < 100; i++)
apples.add(new Apple(random.nextInt(1000)));
Apple[] arr = apples.toArray(new Apple[apples.size()]);
quick.sort(arr, Apple.COMPARE_BY_SIZE);
apples.sort(Apple.COMPARE_BY_SIZE);
Apple[] sorted = apples.toArray(new Apple[apples.size()]);
Assertions.assertArrayEquals(sorted, arr);
}
@AfterEach
void tearDown() {
quick = null;
apples = null;
random = null;
}
}

View File

@ -5,48 +5,40 @@ package com.hithomelabs.princeton1.module8;
* * Heap does not have any instance variables, instance variables shall be housed by, the implementation using heaps, like priority queues and heap sort * * Heap does not have any instance variables, instance variables shall be housed by, the implementation using heaps, like priority queues and heap sort
*/ */
import com.hithomelabs.princeton1.module5.AbstractCustomSorts;
public class Heap{ import com.hithomelabs.princeton1.module5.MeasurableHelper;
import com.hithomelabs.princeton1.module5.SortingMetaData;
import java.util.Comparator;
public class Heap implements MeasurableHelper {
/* /*
* * Sink Node T with to it's appropriate place in a Heap of size N, if it's children exist and are greater * * Sink Node T with to it's appropriate place in a Heap of size N, if it's children exist and are greater
*/ */
public static <T> void sink(T[] arr, int root, int N){ public static <T> void sink(T[] arr, int root, int N, Comparator<T> cmp, SortingMetaData metaData){
// * Check if at least one child exists // * Check if at least one child exists
while(2 * root <= N){ while(2 * root <= N){
int j = 2 * root; int j = 2 * root;
// * Check if the right child exists and is larger than the left child, if yes swap right and left child // * Check if the right child exists and is larger than the left child, if yes swap right and left child
if(j+1 <= N){ if(j+1 <= N){
if (less(arr[j], arr[j+1])) j++; if (MeasurableHelper.less(arr[j], arr[j+1], cmp, metaData)) j++;
} }
if (!less(arr[root], arr[j])) break; if (!MeasurableHelper.less(arr[root], arr[j], cmp, metaData)) break;
exch(arr, root, j); MeasurableHelper.exch(arr, root, j, metaData);
// * The root node has now sunken low, call sink recursively with new node to check if it sinks further // * The root node has now sunken low, call sink recursively with new node to check if it sinks further
root = j; root = j;
} }
} }
// * * Swim if element is not root, and parent is lesser than node // * * Swim if element is not root, and parent is lesser than node
public static <T extends Comparable<T>> void swim(T[] arr, int node, int N){ public static <T extends Comparable<T>> void swim(T[] arr, int node, int N, Comparator<T> cmp, SortingMetaData metaData){
while(node > 1){ while(node > 1){
if(! less(arr[node/2],arr[node])) break; if(! MeasurableHelper.less(arr[node/2],arr[node], cmp, metaData)) break;
exch(arr, node, node/2); MeasurableHelper.exch(arr, node, node/2, metaData);
node = node/2; node = node/2;
} }
} }
private static <T> void exch(T[] arr, int i, int j){
T temp = arr[i];
arr[i] = arr[j];
arr[j] = temp;
}
private static <T> boolean less(T v, T w){
if(((Comparable<T>)v).compareTo(w) < 1 ) return true;
else return false;
}
} }

View File

@ -1,31 +1,62 @@
package com.hithomelabs.princeton1.module8; package com.hithomelabs.princeton1.module8;
import com.hithomelabs.princeton1.module5.AbstractCustomSorts; import com.hithomelabs.princeton1.module5.MeasurableHelper;
import com.hithomelabs.princeton1.module5.MeasurableSort;
import com.hithomelabs.princeton1.module5.SortingMetaData;
import java.util.Comparator;
public class HeapSort<E> extends AbstractCustomSorts<E> { public class HeapSort<E> implements MeasurableSort<E>, MeasurableHelper {
@Override @Override
public void sort(E[] arr) { public void sort(E[] arr, Comparator<E> cmp, SortingMetaData metaData) {
int N = arr.length; int N = arr.length;
E[] heapArr = (E[]) new Object[N+1];
// * * to simplify we copy original array from
System.arraycopy(arr, 0, heapArr, 1, N);
// * * An array of size N holds a heap of size N-1
if (metaData != null)
metaData.startTime();
coreSortingLogic(heapArr, N, cmp, metaData);
if (metaData != null)
metaData.endTime();
System.arraycopy(heapArr, 1, arr, 0, N);
}
private void coreSortingLogic(E[] arr, int N, Comparator<E> cmp, SortingMetaData metaData) {
// * * Converting array to max-heap an array in place
for (int i = N/2; i >= 1; i--)
Heap.sink(arr, i, N, cmp, metaData);
// * * After converting to max-heap, in every iteration remove the max element of the heap
while(N > 1){
MeasurableHelper.exch(arr, 1, N--, metaData);
Heap.sink(arr, 1, N, cmp, metaData);
}
}
@Override
public void sort(E[] arr, Comparator<E> cmp) {
int N = arr.length;
E[] heapArr = (E[]) new Object[N+1]; E[] heapArr = (E[]) new Object[N+1];
// * * to simplify we copy original array from // * * to simplify we copy original array from
System.arraycopy(arr, 0, heapArr, 1, N); System.arraycopy(arr, 0, heapArr, 1, N);
// * * An array of size N holds a heap of size N-1 // * * An array of size N holds a heap of size N-1
coreSortingLogic(heapArr, N); coreSortingLogic(heapArr, N, cmp, null);
System.arraycopy(heapArr, 1, arr, 0, N); System.arraycopy(heapArr, 1, arr, 0, N);
} }
private void coreSortingLogic(E[] arr, int N) { @Override
// * * Converting array to max-heap an array in place public void sort(E[] arr) {
for (int i = N/2; i >= 1; i--) int N = arr.length;
Heap.sink(arr, i, N); E[] heapArr = (E[]) new Object[N+1];
// * * After converting to max-heap, in every iteration remove the max element of the heap // * * to simplify we copy original array from
while(N > 1){ System.arraycopy(arr, 0, heapArr, 1, N);
exch(arr, 1, N--);
Heap.sink(arr, 1, N); // * * An array of size N holds a heap of size N-1
} coreSortingLogic(heapArr, N,null, null);
System.arraycopy(heapArr, 1, arr, 0, N);
} }
} }

View File

@ -33,6 +33,18 @@ class HeapSortTest {
Assertions.assertArrayEquals(sorted, arr); Assertions.assertArrayEquals(sorted, arr);
} }
@Test
@DisplayName("Sort a heap of a 100 random sized with Comparator")
public void testComparatorSort(){
for(int i = 0; i < 100; i++)
apples.add(new Apple(random.nextInt(1000)));
Apple[] arr = apples.toArray(new Apple[apples.size()]);
heap.sort(arr, Apple.COMPARE_BY_SIZE);
apples.sort(Apple.COMPARE_BY_SIZE);
Apple[] sorted = apples.toArray(new Apple[apples.size()]);
Assertions.assertArrayEquals(sorted, arr);
}
@Test @Test
@DisplayName("Sort 100 apples in descending order") @DisplayName("Sort 100 apples in descending order")
public void testSortBorder(){ public void testSortBorder(){