Created
September 26, 2012 04:47
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数据流的中值:设计和实现一种数据结构能支持两种操作,Insert(value) 和 GetMedian()。http://weibo.com/1915548291/yDD0Cmbg1
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#include <iostream> | |
#include <queue> | |
#include <algorithm> | |
using namespace std; | |
template<typename T> | |
class MyContainer { | |
public: | |
void insert(const T& val); | |
const T& getMedian(); | |
private: | |
priority_queue<T> lowerHeap; | |
priority_queue<T, vector<T>, greater<T> > higherHeap; | |
}; | |
template<typename T> | |
void MyContainer<T>::insert(const T& val) | |
{ | |
// Put the new element into the appropriate heap | |
if (lowerHeap.empty() && higherHeap.empty()) { | |
lowerHeap.push(val); | |
return; | |
} | |
if (val < lowerHeap.top()) { | |
lowerHeap.push(val); | |
// Balance the two heaps, if necessary | |
if (lowerHeap.size() - higherHeap.size() >= 2) { | |
higherHeap.push(lowerHeap.top()); | |
lowerHeap.pop(); | |
} | |
} else { | |
higherHeap.push(val); | |
// Balance the two heaps, if necessary | |
if (higherHeap.size() - lowerHeap.size() >= 2) { | |
lowerHeap.push(higherHeap.top()); | |
higherHeap.pop(); | |
} | |
} | |
} | |
template<typename T> | |
const T& MyContainer<T>::getMedian() | |
{ | |
if (lowerHeap.size() >= higherHeap.size()) | |
return lowerHeap.top(); | |
else | |
return higherHeap.top(); | |
} | |
int main() | |
{ | |
MyContainer<int> container; | |
int sum = 0; | |
int val; | |
while (cin >> val) { | |
container.insert(val); | |
sum += container.getMedian(); | |
} | |
cout << sum % 10000 << endl; | |
return 0; | |
} |
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