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October 25, 2019 11:30
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Heaps and running median problem, c++
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#include <iostream> | |
#include <bits/stdc++.h> | |
using namespace std; | |
void MaxHeapify(int a[], int heap_size, int x) { | |
int l = 2*x + 1; | |
int r = 2*x + 2; | |
int largest = x; | |
if (l < heap_size && a[l] > a[x]) largest = l; | |
if (r < heap_size && a[r] > a[largest]) largest = r; | |
if (largest != x) { | |
swap(a[x], a[largest]); | |
MaxHeapify(a, heap_size, largest); | |
} | |
} | |
void MinHeapify(int a[], int heap_size, int x) { | |
int l = 2*x + 1; | |
int r = 2*x + 2; | |
int smallest = x; | |
if (l < heap_size && a[l] < a[x]) smallest = l; | |
if (r < heap_size && a[r] < a[smallest]) smallest = r; | |
if (smallest != x) { | |
swap(a[x], a[smallest]); | |
MinHeapify(a, heap_size, smallest); | |
} | |
} | |
int HeapExtractMax(int a[], int& heap_size) { | |
int max = a[0]; | |
a[0] = a[heap_size-1]; | |
heap_size--; | |
MaxHeapify(a, heap_size, 0); | |
return max; | |
} | |
int HeapExtractMin(int a[], int& heap_size) { | |
int min = a[0]; | |
a[0] = a[heap_size-1]; | |
heap_size--; | |
MinHeapify(a, heap_size, 0); | |
return min; | |
} | |
int parent(int i) { | |
return (i-1)/2; | |
} | |
void insertMaxHeap(int arr[], int& heap_size, int k) { | |
heap_size++; | |
int i = heap_size - 1; | |
arr[i] = k; | |
while (i != 0 && arr[parent(i)] < k) { | |
swap(arr[i], arr[parent(i)]); | |
i = parent(i); | |
} | |
} | |
void insertMinHeap(int arr[], int& heap_size, int k) { | |
heap_size++; | |
int i = heap_size - 1; | |
arr[i] = k; | |
while (i != 0 && arr[parent(i)] > k) { | |
swap(arr[i], arr[parent(i)]); | |
i = parent(i); | |
} | |
} | |
int main() { | |
int n, m; | |
ifstream f("data_examples_05/input_16_10000.txt"); | |
f >> n; | |
// read file into memory | |
int maxHeap[n]; | |
int minHeap[n]; | |
int maxHeapSize = 0; | |
int minHeapSize = 0; | |
for (int i = 0; i < n; i++) { | |
f >> m; | |
if (i == 0) { | |
insertMaxHeap(maxHeap, maxHeapSize, m); | |
// cout << maxHeap[0]; | |
// cout << "\n"; | |
continue; | |
} | |
if (m < maxHeap[0]) { | |
insertMaxHeap(maxHeap, maxHeapSize, m); | |
} else { | |
insertMinHeap(minHeap, minHeapSize, m); | |
} | |
if (maxHeapSize - minHeapSize > 1) { | |
int max = HeapExtractMax(maxHeap, maxHeapSize); | |
insertMinHeap(minHeap, minHeapSize, max); | |
} else if (minHeapSize - maxHeapSize > 1) { | |
int min = HeapExtractMin(minHeap, minHeapSize); | |
insertMaxHeap(maxHeap, maxHeapSize, min); | |
} | |
if (maxHeapSize == minHeapSize) cout << maxHeap[0] << " " << minHeap[0]; | |
else if (maxHeapSize > minHeapSize) cout << maxHeap[0]; | |
else cout << minHeap[0]; | |
cout << "\n"; | |
} | |
return 1; | |
} |
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