rabin-karp algorithm time complexity code example

Example 1: rabin-karp algorithm

1 function RabinKarp(string s[1..n], string pattern[1..m])
2     hpattern := hash(pattern[1..m]);
3     for i from 1 to n-m+1
4         hs := hash(s[i..i+m-1])
5         if hs = hpattern
6             if s[i..i+m-1] = pattern[1..m]
7                 return i
8     return not found

Example 2: rabin karp cp algorithm

vector<int> rabin_karp(string const& s, string const& t) {
    const int p = 31; 
    const int m = 1e9 + 9;
    int S = s.size(), T = t.size();

    vector<long long> p_pow(max(S, T)); 
    p_pow[0] = 1; 
    for (int i = 1; i < (int)p_pow.size(); i++) 
        p_pow[i] = (p_pow[i-1] * p) % m;

    vector<long long> h(T + 1, 0); 
    for (int i = 0; i < T; i++)
        h[i+1] = (h[i] + (t[i] - 'a' + 1) * p_pow[i]) % m; 
    long long h_s = 0; 
    for (int i = 0; i < S; i++) 
        h_s = (h_s + (s[i] - 'a' + 1) * p_pow[i]) % m; 

    vector<int> occurences;
    for (int i = 0; i + S - 1 < T; i++) { 
        long long cur_h = (h[i+S] + m - h[i]) % m; 
        if (cur_h == h_s * p_pow[i] % m)
            occurences.push_back(i);
    }
    return occurences;
}