haar_lib/math/combinatorics/
stirling_second.rs1use crate::math::convolution::ntt::NTT;
7use crate::math::prime_mod::PrimeMod;
8use crate::num::const_modint::*;
9
10pub fn stirling_second<P: PrimeMod>(n: usize) -> Vec<ConstModInt<P>> {
12 let ntt = NTT::<P>::new();
13 let ff = ConstModIntBuilder::new();
14 let mut a = vec![ff.from_u64(0); n + 1];
15 let mut b = vec![ff.from_u64(0); n + 1];
16 let mut m = vec![0; n + 1];
17
18 for i in 2..=n {
19 if m[i] == 0 {
20 for j in (2 * i..=n).step_by(i) {
21 m[j] = i;
22 }
23 }
24 }
25
26 for i in 0..=n {
27 if m[i] == 0 {
28 a[i] = ff.from_u64(i as u64).pow(n as u64);
29 } else {
30 a[i] = a[m[i]] * a[i / m[i]];
31 }
32 }
33
34 let mut f = (1..=n)
35 .fold(ff.from_u64(1), |x, y| x * ff.from_u64(y as u64))
36 .inv();
37
38 for i in (0..=n).rev() {
39 a[i] *= f;
40 b[i] = f;
41 f *= ff.from_u64(i as u64);
42
43 if i % 2 == 1 {
44 b[i] = -b[i];
45 }
46 }
47
48 let mut ret = ntt.convolve(a, b);
49 ret.truncate(n + 1);
50 ret
51}