Created
November 17, 2012 12:27
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Partial sort : Top K items
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import java.util.Arrays; | |
import java.util.Collections; | |
public class PartialSort<T extends Comparable<T>> { | |
private T[] data; | |
public PartialSort(T[] lst) { | |
data = lst; | |
} | |
public void printArray(T[] data) { | |
for (int i = 0; i < data.length; i++) { | |
System.out.print(data[i] + "\t"); | |
} | |
System.out.print("\n"); | |
} | |
private void swap(T[] lst, int p, int q) { | |
T temp = lst[p]; | |
lst[p] = lst[q]; | |
lst[q] = temp; | |
} | |
private void swap(int[] lst, int p, int q) { | |
int temp = lst[p]; | |
lst[p] = lst[q]; | |
lst[q] = temp; | |
} | |
public int partition(T[] lst, int start, int end) { | |
T x; | |
x = lst[start]; | |
int i = start; | |
for (int j = start + 1; j <= end; j++) { | |
if (lst[j].compareTo(x) > 0) { // compares lst[j] greater than x | |
i = i + 1; | |
swap(lst, i, j); | |
} | |
} | |
swap(lst, start, i); | |
return i; | |
} | |
public void quickSort(T[] lst, int start, int end) { | |
if (start < end) { | |
int index = partition(lst, start, end); | |
quickSort(lst, start, index - 1); | |
quickSort(lst, index + 1, end); | |
} | |
} | |
public T[] partialSortTopK(int k) { | |
T x; | |
int index, rank; | |
int start = 0; | |
int end = data.length - 1; | |
while (end > start) { | |
x = data[start]; | |
index = partition(data, start, end); | |
rank = index + 1; | |
if (rank >= k) { | |
end = index - 1; | |
} else if ((index - start) > (end - index)) { | |
quickSort(data, index + 1, end); | |
end = index - 1; | |
} else { | |
quickSort(data, start, index - 1); | |
start = index + 1; | |
} | |
} | |
return data; | |
} | |
public static void main(String[] args) { | |
int n = 50; | |
int k = 2; | |
Double[] data = new Double[n]; | |
for (int i = 0; i < n; i++) { | |
data[i] = i + 1.0; | |
} | |
Collections.shuffle(Arrays.asList(data)); | |
PartialSort<Double> partialSort = new PartialSort<Double>(data); | |
System.out.print("Original Array: \n"); | |
partialSort.printArray(data); | |
partialSort.partialSortTopK(k); | |
System.out.print("Partially sorted Array: \n"); | |
for (int i = 0; i < data.length; i++) { | |
System.out.print(data[i] + "\t"); | |
} | |
} | |
} |
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