find vs equal_range and performance
find vs equal_range and performance
我正在用find、equal_range和我自己的二进制搜索函数进行一些测试,我很难理解为什么equal_rrange与find相比需要这么长时间。
我有一个排序的向量,我对搜索操作的持续时间进行计时。最初的想法是看看find和equal_range之间的性能差异,但我预计随着数据量的增长,在向量上迭代会比二进制搜索更糟糕,但这并没有发生。
我的代码很简单,但我"怀疑"这里出了问题,我不知道是什么。
--编辑-我在VS2012中进行这些测试-
#include "stdafx.h"
#include <vector>
#include <algorithm>
#include <chrono>
#include <iostream>
#include <list>
using namespace std;
#define TIMING
#ifdef TIMING
#define INIT_TIMER auto start = std::chrono::high_resolution_clock::now();
#define START_TIMER start = std::chrono::high_resolution_clock::now();
#define STOP_TIMER(name) std::cout << name << ": " <<
std::chrono::duration_cast<std::chrono::nanoseconds>(
std::chrono::high_resolution_clock::now()-start
).count() << " ns " << std::endl;
#else
#define INIT_TIMER
#define START_TIMER
#define STOP_TIMER(name)
#endif
template<typename T> int mybsearch(const std::vector<T>& vec, unsigned start, unsigned end, const T& key)
{
// Termination condition: start index greater than end index
if(start > end)
{
return -1;
}
// Find the middle element of the vector and use that for splitting
// the array into two pieces.
unsigned middle = start + ((end - start) / 2);
if(vec[middle] == key)
{
return middle;
}
else if(vec[middle] > key)
{
return mybsearch(vec, start, middle - 1, key);
}
return mybsearch(vec, middle + 1, end, key);
}
template<typename Iterator, typename T> Iterator Tbsearch(Iterator& begin, Iterator& end, const T& key)
{
// Keep halving the search space until we reach the end of the vector
Iterator NotFound = end;
while(begin < end)
{
// Find the median value between the iterators
Iterator Middle = begin + (std::distance(begin, end) / 2);
// Re-adjust the iterators based on the median value
if(*Middle == key)
{
return Middle;
}
else if(*Middle > key)
{
end = Middle;
}
else
{
begin = Middle + 1;
}
}
return NotFound;
}
int _tmain(int argc, _TCHAR* argv[])
{
vector<int> V;
typedef vector<int>::iterator it;
std::pair<it,it> res;
it val;
list<int> L;
typedef list<int>::iterator itL;
std::pair<itL,itL> lpair;
itL lval;
for(int i=0; i<1000000; i++)
{
V.push_back(i+1);
L.push_back(i+1);
}
INIT_TIMER
cout << "-- find --n";
for(int k=0;k<10;k++)
{
int look = pow(k,k);
START_TIMER
val = std::find(V.begin(),V.end(),look);
STOP_TIMER("find took ")
if(val!=V.end())
cout << look << " foundn";
else
cout << look << " not foundn" ;
}
cout << "-- homemade bsearch (index) --n";
for(int k=0;k<10;k++)
{
int look = pow(k,k);
START_TIMER
int a = mybsearch(V, 0, V.size()-1, look);
STOP_TIMER("find took ")
if(a>0)
cout << look << " foundn";
else
cout << look << " not foundn" ;
}
cout << "-- homemade bsearch (iterators) --n";
for(int k=0;k<10;k++)
{
int look = pow(k,k);
START_TIMER
it f = Tbsearch(V.begin(), V.end(), look);
STOP_TIMER("find took ")
if(f!=V.end())
cout << look << " foundn";
else
cout << look << " not foundn" ;
}
cout << "-- equal range --n";
for(int k=0;k<10;k++)
{
int look = pow(k,k);
START_TIMER
res = std::equal_range(V.begin(),V.end(),look);
STOP_TIMER("equal_range took ")
if(res.first!=res.second)
cout << look << " foundn";
else
cout << look << " not foundn" ;
}
return 0;
}
这次运行的输出是
-- find --
find took : 0 ns
1 found
find took : 0 ns
1 found
find took : 0 ns
4 found
find took : 0 ns
27 found
find took : 0 ns
256 found
find took : 0 ns
3125 found
find took : 0 ns
46656 found
find took : 2000200 ns
823543 found
find took : 2000200 ns
16777216 not found
find took : 2000200 ns
387420489 not found
-- homemade bsearch (index) --
find took : 0 ns
1 not found
find took : 0 ns
1 not found
find took : 0 ns
4 found
find took : 0 ns
27 found
find took : 0 ns
256 found
find took : 0 ns
3125 found
find took : 0 ns
46656 found
find took : 0 ns
823543 found
find took : 0 ns
16777216 not found
find took : 0 ns
387420489 not found
-- homemade bsearch (iterators) --
find took : 0 ns
1 found
find took : 0 ns
1 found
find took : 0 ns
4 found
find took : 0 ns
27 found
find took : 0 ns
256 found
find took : 0 ns
3125 found
find took : 1000100 ns
46656 found
find took : 1000100 ns
823543 found
find took : 0 ns
16777216 not found
find took : 0 ns
387420489 not found
-- equal range --
equal_range took : 683068300 ns
1 found
equal_range took : 681068100 ns
1 found
equal_range took : 681068100 ns
4 found
equal_range took : 679067900 ns
27 found
equal_range took : 679067900 ns
256 found
equal_range took : 680068000 ns
3125 found
equal_range took : 683068300 ns
46656 found
equal_range took : 677067700 ns
823543 found
equal_range took : 680068000 ns
16777216 not found
equal_range took : 678067800 ns
387420489 not found
干杯
在VS2012的调试构建中,我得到了
-- equal range --
equal_range took : 796079600 ns
1 found
equal_range took : 792079200 ns
1 found
equal_range took : 785078500 ns
4 found
equal_range took : 786078600 ns
27 found
equal_range took : 785078500 ns
256 found
equal_range took : 784078400 ns
3125 found
equal_range took : 785078500 ns
46656 found
equal_range took : 786078600 ns
823543 found
equal_range took : 784078400 ns
16777216 not found
equal_range took : 784078400 ns
387420489 not found
而在一个发布版本中,我得到了
-- equal range --
equal_range took : 0 ns
1 found
equal_range took : 0 ns
1 found
equal_range took : 0 ns
4 found
equal_range took : 0 ns
27 found
equal_range took : 0 ns
256 found
equal_range took : 0 ns
3125 found
equal_range took : 0 ns
46656 found
equal_range took : 0 ns
823543 found
equal_range took : 0 ns
16777216 not found
equal_range took : 0 ns
387420489 not found
调试构建中的迭代器检查会大大降低速度。
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