c++怎么写simhash
时间: 2023-12-11 11:51:27 浏览: 31
Simhash的C++实现可以参考以下代码:
```c++
#include <iostream>
#include <string>
#include <vector>
#include <sstream>
#include <bitset>
using namespace std;
bitset<64> simhash(const string& input, const vector<string>& tokens, const vector<int>& weights)
{
vector<int> shingles(tokens.size());
for (int i = 0; i < tokens.size(); ++i)
{
unsigned int hash = 0;
for (int j = 0; j < tokens[i].size(); ++j)
{
hash = 65599 * hash + tolower(tokens[i][j]);
}
shingles[i] = hash;
}
vector<int> v(64, 0);
for (int i = 0; i < shingles.size(); ++i)
{
for (int j = 0; j < 64; ++j)
{
if (shingles[i] & (1ull << j))
{
v[j] += weights[i];
}
else
{
v[j] -= weights[i];
}
}
}
bitset<64> result;
for (int i = 0; i < 64; ++i)
{
if (v[i] >= 0)
{
result.set(i, 1);
}
}
return result;
}
int main()
{
string input = "simhash is a hash function used for detecting near-duplicate documents among a large set of documents";
stringstream ss(input);
vector<string> tokens;
string token;
while (getline(ss, token, ' '))
{
tokens.push_back(token);
}
vector<int> weights(tokens.size(), 1);
bitset<64> sh = simhash(input, tokens, weights);
cout << sh << endl;
return 0;
}
```
这段代码实现了对一个字符串输入进行Simhash计算的过程,其中需要输入一个token列表和对应的weights列表,这里暂时默认使用所有token的权重都为1。最终输出一个64位的二进制表示的simhash值。