結果
| 問題 | No.2166 Paint and Fill |
| ユーザー |
 akakimidori
|
| 提出日時 | 2022-12-19 03:32:48 |
| 言語 | Rust (1.77.0 + proconio) |
| 結果 |
RE
|
| 実行時間 | - |
| コード長 | 28,597 bytes |
| コンパイル時間 | 15,079 ms |
| コンパイル使用メモリ | 378,968 KB |
| 実行使用メモリ | 264,548 KB |
| 最終ジャッジ日時 | 2024-11-18 00:16:14 |
| 合計ジャッジ時間 | 76,054 ms |
|
ジャッジサーバーID （参考情報） |
judge2 / judge3 |
（要ログイン）
テストケース
テストケース表示| 入力 | 結果 | 実行時間 実行使用メモリ |
|---|---|---|
| testcase_00 | AC | 1 ms
5,248 KB |
| testcase_01 | RE | - |
| testcase_02 | AC | 1,554 ms
122,512 KB |
| testcase_03 | AC | 40 ms
5,888 KB |
| testcase_04 | AC | 41 ms
5,760 KB |
| testcase_05 | AC | 42 ms
5,760 KB |
| testcase_06 | AC | 41 ms
5,888 KB |
| testcase_07 | AC | 42 ms
5,760 KB |
| testcase_08 | AC | 1,333 ms
132,016 KB |
| testcase_09 | AC | 1,327 ms
132,020 KB |
| testcase_10 | AC | 1,339 ms
132,036 KB |
| testcase_11 | AC | 1,332 ms
131,968 KB |
| testcase_12 | AC | 1,339 ms
132,096 KB |
| testcase_13 | AC | 4,749 ms
264,296 KB |
| testcase_14 | AC | 4,887 ms
264,380 KB |
| testcase_15 | AC | 4,726 ms
264,508 KB |
| testcase_16 | AC | 4,664 ms
264,548 KB |
| testcase_17 | AC | 4,670 ms
264,440 KB |
| testcase_18 | AC | 3,706 ms
253,616 KB |
| testcase_19 | AC | 3,827 ms
253,636 KB |
| testcase_20 | AC | 4,629 ms
261,216 KB |
| testcase_21 | AC | 4,084 ms
260,028 KB |
| testcase_22 | AC | 3,094 ms
248,380 KB |
| testcase_23 | AC | 3,369 ms
254,544 KB |
| testcase_24 | AC | 3,347 ms
255,444 KB |
| testcase_25 | RE | - |
| testcase_26 | RE | - |
| testcase_27 | RE | - |
| testcase_28 | RE | - |
| testcase_29 | RE | - |
| testcase_30 | RE | - |
| testcase_31 | RE | - |
| testcase_32 | RE | - |
| testcase_33 | RE | - |
| testcase_34 | RE | - |
| testcase_35 | RE | - |
| testcase_36 | RE | - |
| testcase_37 | RE | - |
| testcase_38 | RE | - |
| testcase_39 | RE | - |
コンパイルメッセージ
warning: function `naive` is never used
--> src/main.rs:120:4
|
120 | fn naive(n: usize, k: usize) -> M {
| ^^^^^
|
= note: `#[warn(dead_code)]` on by default
ソースコード
use std::io::Write;
use std::collections::*;
type Map<K, V> = BTreeMap<K, V>;
fn main() {
input! {
t: usize,
ask: [(usize, usize); t],
}
let ans = if ask.iter().all(|p| p.1 <= 100000) {
test1(ask)
} else {
todo!()
};
let out = std::io::stdout();
let mut out = std::io::BufWriter::new(out.lock());
for a in ans {
writeln!(out, "{}", a).ok();
}
}
// 本来やるのは行列についてだが説明のため多項式で書く
// 多項式の列A_i(x) (0 <= i < N), 評価したい点列(k, y) (0 <= k < N) がある
// 各点について prod_{i <= k} A_i(y) を計算したい
// 多項式の総積の次数、評価したい点の数がO(N) としておく
//
// 多点評価でやる
// セグ木上に区間分割してそれぞれ評価するとlog3つになってまう
//
// 多点評価とかでよく作る二分木を作ってもろもろ計算しておく
// 根から評価したい多項式をその頂点以下の評価したいものの個数までの次数に抑えつつdfsする
// 最初は1から始める
// 左の子に行く時は入ってきた式を左の子の評価したい点についてのアレで割る
// 右の子に行く時は左の子の多項式を掛け合わせた後、右の子の点についてのアレで割る
// すると各層で入ってくる多項式,
// その層で掛けられる式、割る式の次数の和がO(N)で抑えられるので各層の計算量がO(NlogN),
// 全体でO(N(logN)^2) になる、はず
fn test1(ask: Vec<(usize, usize)>) -> Vec<M> {
let max = ask.iter().map(|p| p.1).max().unwrap();
let mut leaf = vec![];
for i in 1..=max {
leaf.push((i, 0, 0));
}
for &(n, k) in ask.iter() {
leaf.push((k, 1, n));
}
leaf.sort();
let size = leaf.len().next_power_of_two();
let e = vec![vec![vec![M::one()], vec![]], vec![vec![], vec![M::one()]]];
let mut mat = vec![e.clone(); 2 * size];
let mut prod = vec![vec![M::one()]; 2 * size];
for (i, &(k, op, n)) in leaf.iter().enumerate() {
if op == 1 {
prod[size + i] = vec![-M::from(n), M::one()];
} else {
let mut res = vec![vec![vec![]; 2]; 2];
let ik = M::from(k).inv();
let inv2 = M::new(2).inv();
res[0][0] = vec![-M::from(2 * (k - 1)) * ik, M::new(2) * ik];
res[1][0] = vec![-M::from(k as i64 - 2) * inv2 * ik, ik];
res[0][1] = vec![M::one()];
mat[size + i] = res;
}
}
for i in (1..size).rev() {
prod[i] = prod[2 * i].multiply(&prod[2 * i + 1]);
mat[i] = matmul(&mat[2 * i], &mat[2 * i + 1]);
}
let (prod, mat) = (prod, mat);
let mut eval = vec![vec![]; 2 * size];
eval[1] = vec![vec![M::one()], vec![]];
for i in (1..size).filter(|x| prod[*x].len() > 1) {
let u = std::mem::take(&mut eval[i]);
let mut next = u.clone();
for next in next.iter_mut() {
*next = next.rem(&prod[2 * i]);
}
eval[2 * i] = next;
let mut next = vec![vec![]; 2];
for x in 0..2 {
for y in 0..2 {
next[y].add_assign(&u[x].multiply(&mat[2 * i][x][y]));
}
}
for next in next.iter_mut() {
*next = next.rem(&prod[2 * i + 1]);
}
eval[2 * i + 1] = next;
}
let mut memo = Map::new();
for (i, &(k, op, n)) in leaf.iter().enumerate() {
if op == 1 {
let eval = &eval[size + i];
let s = eval[0][0];
memo.insert((n, k), s);
}
}
let pc = precalc::Precalc::new(max);
ask.into_iter().map(|(n, k)| pc.fact(k) * memo[&(n, k)]).collect()
}
fn matmul(a: &[Vec<Vec<M>>], b: &[Vec<Vec<M>>]) -> Vec<Vec<Vec<M>>> {
let mut c = vec![vec![vec![]; 2]; 2];
for (c, a) in c.iter_mut().zip(a.iter()) {
for (a, b) in a.iter().zip(b.iter()) {
for (c, b) in c.iter_mut().zip(b.iter()) {
c.add_assign(&a.multiply(&b));
}
}
}
c
}
// g = (1 + f)^N
// として
// (1+f)g' = Nf'g
// ig_i + 2(i - 1)g_{i-1} + 1/2*(i-2)g_{i - 2} = N(2g_{i - 1} + g_{i - 2})
fn naive(n: usize, k: usize) -> M {
if k >= 998244353 {
return M::zero();
}
let n = n % 998244353;
let inv2 = M::new(2).inv();
let mut dp = (M::one(), M::zero());
for i in 1..=k {
let invi = M::from(i).inv();
let a = (M::from(2 * n) - M::from(2 * (i - 1))) * invi;
let b = (M::from(n) - M::from(i - 2) * inv2) * invi;
dp = (dp.0 * a + dp.1 * b, dp.0);
/*
let mut v = M::from(n) * (M::new(2) * dp.0 + dp.1);
v -= M::from(2 * (i - 1)) * dp.0 + M::from(i - 2) * inv2 * dp.1;
v *= M::from(i).inv();
dp = (v, dp.0);
*/
}
dp.0 * M::fact(k)
}
// ---------- begin input macro ----------
// reference: https://qiita.com/tanakh/items/0ba42c7ca36cd29d0ac8
#[macro_export]
macro_rules! input {
(source = $s:expr, $($r:tt)*) => {
let mut iter = $s.split_whitespace();
input_inner!{iter, $($r)*}
};
($($r:tt)*) => {
let s = {
use std::io::Read;
let mut s = String::new();
std::io::stdin().read_to_string(&mut s).unwrap();
s
};
let mut iter = s.split_whitespace();
input_inner!{iter, $($r)*}
};
}
#[macro_export]
macro_rules! input_inner {
($iter:expr) => {};
($iter:expr, ) => {};
($iter:expr, $var:ident : $t:tt $($r:tt)*) => {
let $var = read_value!($iter, $t);
input_inner!{$iter $($r)*}
};
}
#[macro_export]
macro_rules! read_value {
($iter:expr, ( $($t:tt),* )) => {
( $(read_value!($iter, $t)),* )
};
($iter:expr, [ $t:tt ; $len:expr ]) => {
(0..$len).map(|_| read_value!($iter, $t)).collect::<Vec<_>>()
};
($iter:expr, chars) => {
read_value!($iter, String).chars().collect::<Vec<char>>()
};
($iter:expr, bytes) => {
read_value!($iter, String).bytes().collect::<Vec<u8>>()
};
($iter:expr, usize1) => {
read_value!($iter, usize) - 1
};
($iter:expr, $t:ty) => {
$iter.next().unwrap().parse::<$t>().expect("Parse error")
};
}
// ---------- end input macro ----------
// ---------- begin ModInt ----------
// モンゴメリ乗算を用いる
// ほぼCodeforces用
// 注意
// new_unchecked は値xが 0 <= x < modulo であることを仮定
// ModInt の中身は正規化された値で持ってるので直接読んだり書いたりするとぶっ壊れる
// 奇素数のみ
mod modint {
use std::marker::*;
use std::ops::*;
pub trait Modulo {
fn modulo() -> u32;
fn rem() -> u32;
fn ini() -> u64;
fn reduce(x: u64) -> u32 {
debug_assert!(x < (Self::modulo() as u64) << 32);
let b = (x as u32 * Self::rem()) as u64;
let t = x + b * Self::modulo() as u64;
let mut c = (t >> 32) as u32;
if c >= Self::modulo() {
c -= Self::modulo();
}
c as u32
}
}
#[allow(dead_code)]
pub enum Mod1_000_000_007 {}
impl Modulo for Mod1_000_000_007 {
fn modulo() -> u32 {
1_000_000_007
}
fn rem() -> u32 {
2226617417
}
fn ini() -> u64 {
582344008
}
}
#[allow(dead_code)]
pub enum Mod998_244_353 {}
impl Modulo for Mod998_244_353 {
fn modulo() -> u32 {
998_244_353
}
fn rem() -> u32 {
998244351
}
fn ini() -> u64 {
932051910
}
}
#[allow(dead_code)]
pub fn generate_umekomi_modulo(p: u32) {
assert!(
p < (1 << 31)
&& p > 2
&& p & 1 == 1
&& (2u32..).take_while(|v| v * v <= p).all(|k| p % k != 0)
);
let mut t = 1u32;
let mut s = !p + 1;
let mut n = !0u32 >> 2;
while n > 0 {
if n & 1 == 1 {
t *= s;
}
s *= s;
n >>= 1;
}
let mut ini = (1u64 << 32) % p as u64;
ini = (ini << 32) % p as u64;
assert!(t * p == !0);
println!("pub enum Mod{} {{}}", p);
println!("impl Modulo for Mod{} {{", p);
println!(" fn modulo() -> u32 {{");
println!(" {}", p);
println!(" }}");
println!(" fn rem() -> u32 {{");
println!(" {}", t);
println!(" }}");
println!(" fn ini() -> u64 {{");
println!(" {}", ini);
println!(" }}");
println!("}}");
let mut f = vec![];
let mut n = p - 1;
for i in 2.. {
if i * i > n {
break;
}
if n % i == 0 {
f.push(i);
while n % i == 0 {
n /= i;
}
}
}
if n > 1 {
f.push(n);
}
let mut order = 1;
let mut n = p - 1;
while n % 2 == 0 {
n /= 2;
order <<= 1;
}
let z = (2u64..)
.find(|z| {
f.iter()
.all(|f| mod_pow(*z, ((p - 1) / *f) as u64, p as u64) != 1)
})
.unwrap();
let zeta = mod_pow(z, ((p - 1) / order) as u64, p as u64);
println!("impl transform::NTTFriendly for Mod{} {{", p);
println!(" fn order() -> usize {{");
println!(" {}", order);
println!(" }}");
println!(" fn zeta() -> u32 {{");
println!(" {}", zeta);
println!(" }}");
println!("}}");
}
pub struct ModInt<T>(u32, PhantomData<T>);
impl<T> Clone for ModInt<T> {
fn clone(&self) -> Self {
ModInt::build(self.0)
}
}
impl<T> Copy for ModInt<T> {}
impl<T: Modulo> Add for ModInt<T> {
type Output = ModInt<T>;
fn add(self, rhs: Self) -> Self::Output {
let mut d = self.0 + rhs.0;
if d >= T::modulo() {
d -= T::modulo();
}
Self::build(d)
}
}
impl<T: Modulo> AddAssign for ModInt<T> {
fn add_assign(&mut self, rhs: Self) {
*self = *self + rhs;
}
}
impl<T: Modulo> Sub for ModInt<T> {
type Output = ModInt<T>;
fn sub(self, rhs: Self) -> Self::Output {
let mut d = self.0 - rhs.0;
if self.0 < rhs.0 {
d += T::modulo();
}
Self::build(d)
}
}
impl<T: Modulo> SubAssign for ModInt<T> {
fn sub_assign(&mut self, rhs: Self) {
*self = *self - rhs;
}
}
impl<T: Modulo> Mul for ModInt<T> {
type Output = ModInt<T>;
fn mul(self, rhs: Self) -> Self::Output {
Self::build(T::reduce(self.0 as u64 * rhs.0 as u64))
}
}
impl<T: Modulo> MulAssign for ModInt<T> {
fn mul_assign(&mut self, rhs: Self) {
*self = *self * rhs;
}
}
impl<T: Modulo> Neg for ModInt<T> {
type Output = ModInt<T>;
fn neg(self) -> Self::Output {
if self.0 == 0 {
Self::zero()
} else {
Self::build(T::modulo() - self.0)
}
}
}
impl<T: Modulo> std::fmt::Display for ModInt<T> {
fn fmt<'a>(&self, f: &mut std::fmt::Formatter<'a>) -> std::fmt::Result {
write!(f, "{}", self.get())
}
}
impl<T: Modulo> std::fmt::Debug for ModInt<T> {
fn fmt<'a>(&self, f: &mut std::fmt::Formatter<'a>) -> std::fmt::Result {
write!(f, "{}", self.get())
}
}
impl<T: Modulo> std::str::FromStr for ModInt<T> {
type Err = std::num::ParseIntError;
fn from_str(s: &str) -> Result<Self, Self::Err> {
let val = s.parse::<u32>()?;
Ok(ModInt::new(val))
}
}
impl<T: Modulo> From<usize> for ModInt<T> {
fn from(val: usize) -> ModInt<T> {
ModInt::new_unchecked((val % T::modulo() as usize) as u32)
}
}
impl<T: Modulo> From<u64> for ModInt<T> {
fn from(val: u64) -> ModInt<T> {
ModInt::new_unchecked((val % T::modulo() as u64) as u32)
}
}
impl<T: Modulo> From<i64> for ModInt<T> {
fn from(val: i64) -> ModInt<T> {
let m = T::modulo() as i64;
ModInt::new((val % m + m) as u32)
}
}
#[allow(dead_code)]
impl<T> ModInt<T> {
fn build(d: u32) -> Self {
ModInt(d, PhantomData)
}
pub fn zero() -> Self {
Self::build(0)
}
pub fn is_zero(&self) -> bool {
self.0 == 0
}
}
#[allow(dead_code)]
impl<T: Modulo> ModInt<T> {
pub fn new_unchecked(d: u32) -> Self {
Self::build(T::reduce(d as u64 * T::ini()))
}
pub fn new(d: u32) -> Self {
Self::new_unchecked(d % T::modulo())
}
pub fn one() -> Self {
Self::new_unchecked(1)
}
pub fn get(&self) -> u32 {
T::reduce(self.0 as u64)
}
pub fn pow(&self, mut n: u64) -> Self {
let mut t = Self::one();
let mut s = *self;
while n > 0 {
if n & 1 == 1 {
t *= s;
}
s *= s;
n >>= 1;
}
t
}
pub fn inv(&self) -> Self {
assert!(!self.is_zero());
self.pow((T::modulo() - 2) as u64)
}
pub fn fact(n: usize) -> Self {
(1..=n).fold(Self::one(), |s, a| s * Self::from(a))
}
}
pub fn mod_pow(mut r: u64, mut n: u64, m: u64) -> u64 {
let mut t = 1 % m;
while n > 0 {
if n & 1 == 1 {
t = t * r % m;
}
r = r * r % m;
n >>= 1;
}
t
}
}
// ---------- end ModInt ----------
// ---------- begin Precalc ----------
mod precalc {
use super::modint::*;
#[allow(dead_code)]
pub struct Precalc<T> {
inv: Vec<ModInt<T>>,
fact: Vec<ModInt<T>>,
ifact: Vec<ModInt<T>>,
}
#[allow(dead_code)]
impl<T: Modulo> Precalc<T> {
pub fn new(n: usize) -> Precalc<T> {
let mut inv = vec![ModInt::one(); n + 1];
let mut fact = vec![ModInt::one(); n + 1];
let mut ifact = vec![ModInt::one(); n + 1];
for i in 2..(n + 1) {
fact[i] = fact[i - 1] * ModInt::new_unchecked(i as u32);
}
ifact[n] = fact[n].inv();
if n > 0 {
inv[n] = ifact[n] * fact[n - 1];
}
for i in (1..n).rev() {
ifact[i] = ifact[i + 1] * ModInt::new_unchecked((i + 1) as u32);
inv[i] = ifact[i] * fact[i - 1];
}
Precalc {
inv: inv,
fact: fact,
ifact: ifact,
}
}
pub fn inv(&self, n: usize) -> ModInt<T> {
assert!(n > 0);
self.inv[n]
}
pub fn fact(&self, n: usize) -> ModInt<T> {
self.fact[n]
}
pub fn ifact(&self, n: usize) -> ModInt<T> {
self.ifact[n]
}
pub fn perm(&self, n: usize, k: usize) -> ModInt<T> {
if k > n {
return ModInt::zero();
}
self.fact[n] * self.ifact[n - k]
}
pub fn comb(&self, n: usize, k: usize) -> ModInt<T> {
if k > n {
return ModInt::zero();
}
self.fact[n] * self.ifact[k] * self.ifact[n - k]
}
}
}
// ---------- end Precalc ----------
use modint::*;
pub trait NTTFriendly: modint::Modulo {
fn order() -> usize;
fn zeta() -> u32;
}
type M = ModInt<Mod998_244_353>;
impl NTTFriendly for Mod998_244_353 {
fn order() -> usize {
8388608
}
fn zeta() -> u32 {
15311432
}
}
// 列に対する命令をテキトーに詰めあわせ
// modint, primitive type の２つあたりで使うことを想定
// +, -, *
// zero を要求してないのに仮定してる場所がある
//
// 何も考えずに書き始めたらいろいろよくわからないことになった
// 整理
// 長さが等しいときの加算、減算、dot積はok
// 長さが異なるときはどうする？
// 0埋めされてるというイメージなので
// 加算、減算は素直だがdot積はイマイチ
// dot積だけ長さが等しいとしておく?
// あるいは0埋めのイメージを消すか
use std::ops::*;
pub trait Zero: Sized + Add<Output = Self> {
fn zero() -> Self;
}
pub fn zero<T: Zero>() -> T {
T::zero()
}
impl<T: Modulo> Zero for ModInt<T> {
fn zero() -> Self {
Self::zero()
}
}
impl Zero for usize {
fn zero() -> Self {
0
}
}
pub trait ArrayAdd {
type Item;
fn add(&self, rhs: &[Self::Item]) -> Vec<Self::Item>;
}
impl<T> ArrayAdd for [T]
where
T: Zero + Copy,
{
type Item = T;
fn add(&self, rhs: &[Self::Item]) -> Vec<Self::Item> {
let mut c = vec![T::zero(); self.len().max(rhs.len())];
c[..self.len()].copy_from_slice(self);
c.add_assign(rhs);
c
}
}
pub trait ArrayAddAssign {
type Item;
fn add_assign(&mut self, rhs: &[Self::Item]);
}
impl<T> ArrayAddAssign for [T]
where
T: Add<Output = T> + Copy,
{
type Item = T;
fn add_assign(&mut self, rhs: &[Self::Item]) {
assert!(self.len() >= rhs.len());
self.iter_mut().zip(rhs).for_each(|(x, a)| *x = *x + *a);
}
}
impl<T> ArrayAddAssign for Vec<T>
where
T: Zero + Add<Output = T> + Copy,
{
type Item = T;
fn add_assign(&mut self, rhs: &[Self::Item]) {
if self.len() < rhs.len() {
self.resize(rhs.len(), T::zero());
}
self.as_mut_slice().add_assign(rhs);
}
}
pub trait ArraySub {
type Item;
fn sub(&self, rhs: &[Self::Item]) -> Vec<Self::Item>;
}
impl<T> ArraySub for [T]
where
T: Zero + Sub<Output = T> + Copy,
{
type Item = T;
fn sub(&self, rhs: &[Self::Item]) -> Vec<Self::Item> {
let mut c = vec![T::zero(); self.len().max(rhs.len())];
c[..self.len()].copy_from_slice(self);
c.sub_assign(rhs);
c
}
}
pub trait ArraySubAssign {
type Item;
fn sub_assign(&mut self, rhs: &[Self::Item]);
}
impl<T> ArraySubAssign for [T]
where
T: Sub<Output = T> + Copy,
{
type Item = T;
fn sub_assign(&mut self, rhs: &[Self::Item]) {
assert!(self.len() >= rhs.len());
self.iter_mut().zip(rhs).for_each(|(x, a)| *x = *x - *a);
}
}
impl<T> ArraySubAssign for Vec<T>
where
T: Zero + Sub<Output = T> + Copy,
{
type Item = T;
fn sub_assign(&mut self, rhs: &[Self::Item]) {
if self.len() < rhs.len() {
self.resize(rhs.len(), T::zero());
}
self.as_mut_slice().sub_assign(rhs);
}
}
pub trait ArrayDot {
type Item;
fn dot(&self, rhs: &[Self::Item]) -> Vec<Self::Item>;
}
impl<T> ArrayDot for [T]
where
T: Mul<Output = T> + Copy,
{
type Item = T;
fn dot(&self, rhs: &[Self::Item]) -> Vec<Self::Item> {
assert!(self.len() == rhs.len());
self.iter().zip(rhs).map(|p| *p.0 * *p.1).collect()
}
}
pub trait ArrayDotAssign {
type Item;
fn dot_assign(&mut self, rhs: &[Self::Item]);
}
impl<T> ArrayDotAssign for [T]
where
T: MulAssign + Copy,
{
type Item = T;
fn dot_assign(&mut self, rhs: &[Self::Item]) {
assert!(self.len() == rhs.len());
self.iter_mut().zip(rhs).for_each(|(x, a)| *x *= *a);
}
}
pub trait ArrayMul {
type Item;
fn mul(&self, rhs: &[Self::Item]) -> Vec<Self::Item>;
}
impl<T> ArrayMul for [T]
where
T: Zero + Mul<Output = T> + Copy,
{
type Item = T;
fn mul(&self, rhs: &[Self::Item]) -> Vec<Self::Item> {
if self.is_empty() || rhs.is_empty() {
return vec![];
}
let mut res = vec![zero(); self.len() + rhs.len() - 1];
for (i, a) in self.iter().enumerate() {
for (c, b) in res[i..].iter_mut().zip(rhs) {
*c = *c + *a * *b;
}
}
res
}
}
pub trait ArrayNTT {
type Item;
fn ntt(&mut self);
fn intt(&mut self);
fn multiply(&self, rhs: &[Self::Item]) -> Vec<Self::Item>;
}
impl<T> ArrayNTT for [ModInt<T>]
where
T: NTTFriendly,
{
type Item = ModInt<T>;
fn ntt(&mut self) {
let f = self;
let n = f.len();
assert!(n.count_ones() == 1);
assert!(n <= T::order());
let len = n.trailing_zeros() as usize;
let mut es = [ModInt::zero(); 30];
let mut ies = [ModInt::zero(); 30];
let mut sum_e = [ModInt::zero(); 30];
let cnt2 = T::order().trailing_zeros() as usize;
let mut e = ModInt::new_unchecked(T::zeta());
let mut ie = e.inv();
for i in (2..=cnt2).rev() {
es[i - 2] = e;
ies[i - 2] = ie;
e = e * e;
ie = ie * ie;
}
let mut now = ModInt::one();
for i in 0..(cnt2 - 1) {
sum_e[i] = es[i] * now;
now *= ies[i];
}
for ph in 1..=len {
let p = 1 << (len - ph);
let mut now = ModInt::one();
for (i, f) in f.chunks_exact_mut(2 * p).enumerate() {
let (x, y) = f.split_at_mut(p);
for (x, y) in x.iter_mut().zip(y.iter_mut()) {
let l = *x;
let r = *y * now;
*x = l + r;
*y = l - r;
}
now *= sum_e[(!i).trailing_zeros() as usize];
}
}
}
fn intt(&mut self) {
let f = self;
let n = f.len();
assert!(n.count_ones() == 1);
assert!(n <= T::order());
let len = n.trailing_zeros() as usize;
let mut es = [ModInt::zero(); 30];
let mut ies = [ModInt::zero(); 30];
let mut sum_ie = [ModInt::zero(); 30];
let cnt2 = T::order().trailing_zeros() as usize;
let mut e = ModInt::new_unchecked(T::zeta());
let mut ie = e.inv();
for i in (2..=cnt2).rev() {
es[i - 2] = e;
ies[i - 2] = ie;
e = e * e;
ie = ie * ie;
}
let mut now = ModInt::one();
for i in 0..(cnt2 - 1) {
sum_ie[i] = ies[i] * now;
now *= es[i];
}
for ph in (1..=len).rev() {
let p = 1 << (len - ph);
let mut inow = ModInt::one();
for (i, f) in f.chunks_exact_mut(2 * p).enumerate() {
let (x, y) = f.split_at_mut(p);
for (x, y) in x.iter_mut().zip(y.iter_mut()) {
let l = *x;
let r = *y;
*x = l + r;
*y = (l - r) * inow;
}
inow *= sum_ie[(!i).trailing_zeros() as usize];
}
}
let ik = ModInt::new_unchecked((T::modulo() + 1) >> 1).pow(len as u64);
for f in f.iter_mut() {
*f *= ik;
}
}
fn multiply(&self, rhs: &[Self::Item]) -> Vec<Self::Item> {
if self.len().min(rhs.len()) <= 32 {
return self.mul(rhs);
}
let size = (self.len() + rhs.len() - 1).next_power_of_two();
let mut f = vec![ModInt::zero(); size];
let mut g = vec![ModInt::zero(); size];
f[..self.len()].copy_from_slice(self);
g[..rhs.len()].copy_from_slice(rhs);
f.ntt();
g.ntt();
f.dot_assign(&g);
f.intt();
f.truncate(self.len() + rhs.len() - 1);
f
}
}
pub trait PolynomialOperation {
type Item;
fn eval(&self, x: Self::Item) -> Self::Item;
fn derivative(&self) -> Vec<Self::Item>;
fn integral(&self) -> Vec<Self::Item>;
}
impl<T: Modulo> PolynomialOperation for [ModInt<T>] {
type Item = ModInt<T>;
fn eval(&self, x: Self::Item) -> Self::Item {
self.iter().rev().fold(ModInt::zero(), |s, a| s * x + *a)
}
fn derivative(&self) -> Vec<Self::Item> {
if self.len() <= 1 {
return vec![];
}
self[1..]
.iter()
.enumerate()
.map(|(k, a)| ModInt::new_unchecked(k as u32 + 1) * *a)
.collect()
}
fn integral(&self) -> Vec<Self::Item> {
if self.is_empty() {
return vec![];
}
let mut inv = vec![ModInt::one(); self.len() + 1];
let mut mul = ModInt::zero();
for i in 1..=self.len() {
mul += ModInt::one();
inv[i] = inv[i - 1] * mul;
}
let mut prod = inv[self.len()].inv();
for i in (1..=self.len()).rev() {
inv[i] = self[i - 1] * inv[i - 1] * prod;
prod *= mul;
mul -= ModInt::one();
}
inv[0] = ModInt::zero();
inv
}
}
pub trait FPSOperation {
type Item;
fn inverse(&self, n: usize) -> Vec<Self::Item>;
fn div_rem(&self, rhs: &Self) -> (Vec<Self::Item>, Vec<Self::Item>);
fn rem(&self, rhs: &Self) -> Vec<Self::Item>;
fn log(&self, n: usize) -> Vec<Self::Item>;
fn exp(&self, n: usize) -> Vec<Self::Item>;
}
impl<T: NTTFriendly> FPSOperation for [ModInt<T>] {
type Item = ModInt<T>;
fn inverse(&self, n: usize) -> Vec<Self::Item> {
assert!(self.len() > 0 && !self[0].is_zero());
let len = n.next_power_of_two();
assert!(2 * len <= T::order());
let mut b = vec![ModInt::zero(); n];
b[0] = self[0].inv();
let mut f = Vec::with_capacity(2 * len);
let mut g = Vec::with_capacity(2 * len);
let mut size = 1;
while size < n {
g.clear();
g.extend(b.iter().take(size));
g.resize(2 * size, ModInt::zero());
f.clear();
f.extend(self.iter().take(2 * size));
f.resize(2 * size, ModInt::zero());
f.ntt();
g.ntt();
f.dot_assign(&g);
f.intt();
f[..size].iter_mut().for_each(|f| *f = ModInt::zero());
f.ntt();
f.dot_assign(&g);
f.intt();
for (b, g) in b[size..].iter_mut().zip(&f[size..]) {
*b = *b - *g;
}
size *= 2;
}
b
}
fn div_rem(&self, rhs: &Self) -> (Vec<Self::Item>, Vec<Self::Item>) {
let mut rhs = Vec::from(rhs);
while rhs.last().map_or(false, |p| p.is_zero()) {
rhs.pop();
}
let n = self.len();
let m = rhs.len();
assert!(m > 0);
if n < m {
return (vec![], Vec::from(self));
}
let mut a = Vec::from(self);
a.reverse();
a.truncate(n - m + 1);
let mut b = rhs.clone();
b.reverse();
let ib = b.inverse(n - m + 1);
let mut id = a.multiply(&ib);
id.truncate(n - m + 1);
let mut div = id.clone();
div.reverse();
let mut rem = self.sub(&rhs.multiply(&div));
rem.truncate(m - 1);
(div, rem)
}
fn rem(&self, rhs: &Self) -> Vec<Self::Item> {
self.div_rem(rhs).1
}
fn log(&self, n: usize) -> Vec<Self::Item> {
assert!(self.get(0).map_or(false, |p| p.get() == 1));
let mut b = self.derivative().multiply(&self.inverse(n));
b.truncate(n - 1);
let mut b = b.integral();
b.resize(n, ModInt::zero());
b
}
fn exp(&self, n: usize) -> Vec<Self::Item> {
assert!(self.get(0).map_or(true, |a| a.is_zero()));
assert!(n <= T::order());
let mut b = vec![ModInt::one()];
let mut size = 1;
while size < n {
size <<= 1;
let f = b.log(size);
let g = self[..self.len().min(size)].sub(&f);
b = b.multiply(&g).add(&b);
b.truncate(size);
}
b.truncate(n);
b.resize(n, ModInt::zero());
b
}
}
// test
// yuki907: https://yukicoder.me/submissions/712523
// hhkb2020: https://atcoder.jp/contests/hhkb2020/submissions/26997806
//