icpc_library

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:heavy_check_mark: test/math/Sum_of_Totient_Function.test.cpp

Depends on

Code

#define PROBLEM "https://judge.yosupo.jp/problem/sum_of_totient_function"

#include "../../math/dirichlet_series.hpp"
#include "../../utility/modint.hpp"
#include "../../template/template.hpp"

namespace lib {

using mint = modint998244353;

void main_() {
    ll n;
    std::cin >> n;
    using DirichletSeries = DirichletSeries<mint, 0>;
    DirichletSeries::set_size(n);
    mint ans = (DirichletSeries::zeta1() / DirichletSeries::zeta()).get_sum();
    std::cout << ans.val() << '\n';
}

}  // namespace ebi

int main() {
    int t = 1;
    // std::cin >> t;
    while (t--) {
        lib::main_();
    }
    return 0;
}
#line 1 "test/math/Sum_of_Totient_Function.test.cpp"
#define PROBLEM "https://judge.yosupo.jp/problem/sum_of_totient_function"

#line 2 "math/dirichlet_series.hpp"

#line 2 "template/template.hpp"

#include <bits/stdc++.h>

#define rep(i, s, n) for (int i = (int)(s); i < (int)(n); i++)
#define rrep(i, s, n) for (int i = (int)(n)-1; i >= (int)(s); i--)
#define all(v) v.begin(), v.end()

using ll = long long;
using ld = long double;
using ull = unsigned long long;

template <typename T> bool chmin(T &a, const T &b) {
    if (a <= b) return false;
    a = b;
    return true;
}
template <typename T> bool chmax(T &a, const T &b) {
    if (a >= b) return false;
    a = b;
    return true;
}

namespace lib {

using namespace std;

}  // namespace lib

// using namespace lib;
#line 4 "math/dirichlet_series.hpp"

namespace lib {

template <class T>
std::vector<T> dirichlet_convolution(const std::vector<T> &a,
                                     const std::vector<T> &b) {
    assert(a.size() == b.size());
    int n = a.size() - 1;
    std::vector<T> c(n + 1, 0);
    for (int i = 1; i <= n; i++) {
        for (int j = 1; i * j <= n; j++) {
            c[i * j] += a[i] * b[j];
        }
    }
    return c;
}

template <class T, int id> struct DirichletSeries {
  private:
    using Self = DirichletSeries<T, id>;

    void set(std::function<T(ll)> f, std::function<T(ll)> F) {
        for (int i = 1; i <= K; i++) {
            a[i] = f(i);
        }
        for (int i = 1; i <= L; i++) {
            A[i] = F(N / i);
        }
    }

  public:
    DirichletSeries() : a(K + 1), A(L + 1) {}

    DirichletSeries(std::function<T(ll)> f, std::function<T(ll)> F)
        : a(K + 1), A(L + 1) {
        set(f, F);
    }

    Self operator+(const Self &rhs) const noexcept {
        return Self(*this) += rhs;
    }
    Self operator-(const Self &rhs) const noexcept {
        return Self(*this) -= rhs;
    }
    Self operator*(const Self &rhs) const noexcept {
        return Self(*this) *= rhs;
    }
    Self operator/(const Self &rhs) const noexcept {
        return Self(*this) /= rhs;
    }

    Self operator+=(const Self &rhs) noexcept {
        for (int i = 1; i <= K; i++) {
            a[i] += rhs.a[i];
        }
        for (int i = 1; i <= L; i++) {
            A[i] += rhs.A[i];
        }
        return *this;
    }

    Self operator-=(const Self &rhs) noexcept {
        for (int i = 1; i <= K; i++) {
            a[i] -= rhs.a[i];
        }
        for (int i = 1; i <= L; i++) {
            A[i] -= rhs.A[i];
        }
        return *this;
    }

    Self operator*=(const Self &rhs) noexcept {
        Self ret;
        ret.a = dirichlet_convolution(a, rhs.a);
        std::vector<T> sum_a = a, sum_b = rhs.a;
        for (int i = 1; i < K; i++) {
            sum_a[i + 1] += sum_a[i];
            sum_b[i + 1] += sum_b[i];
        }
        auto get_A = [&](ll x) -> T {
            if (x <= K) {
                return sum_a[x];
            } else {
                return A[N / x];
            }
        };
        auto get_B = [&](ll x) -> T {
            if (x <= K) {
                return sum_b[x];
            } else {
                return rhs.A[N / x];
            }
        };
        for (ll l = L, m = 1; l >= 1; l--) {
            ll n = N / l;
            while (m * m <= n) m++;
            m--;
            for (int i = 1; i <= m; i++) {
                ret.A[l] +=
                    a[i] * get_B(n / i) + (get_A(n / i) - get_A(m)) * rhs.a[i];
            }
        }
        return ret;
    }

    // c = a / b
    Self operator/=(const Self &b) noexcept {
        Self c = *this;
        T inv_a = b.a[1].inv();
        for (int i = 1; i <= K; i++) {
            c.a[i] *= inv_a;
            for (int j = 2; i * j <= K; j++) {
                c.a[i * j] -= c.a[i] * b.a[j];
            }
        }
        std::vector<T> sum_b = b.a, sum_c = c.a;
        for (int i = 1; i < K; ++i) {
            sum_b[i + 1] += sum_b[i];
            sum_c[i + 1] += sum_c[i];
        }
        auto get_B = [&](ll x) -> T {
            if (x <= K) {
                return sum_b[x];
            } else {
                return b.A[N / x];
            }
        };
        auto get_C = [&](ll x) -> T {
            if (x <= K) {
                return sum_c[x];
            } else {
                return c.A[N / x];
            }
        };
        for (ll l = L, m = 1; l >= 1; l--) {
            ll n = N / l;
            while (m * m <= n) m++;
            m--;
            for (int i = 2; i <= m; i++) {
                c.A[l] -= b.a[i] * get_C(n / i);
            }

            for (int i = 1; i <= m; i++) {
                c.A[l] -= c.a[i] * (get_B(n / i) - get_B(m));
            }
            c.A[l] *= inv_a;
        }
        return *this = c;
    }

    Self pow(ll n) const {
        Self res;
        res.a[1] = 1;
        std::fill(res.A.begin(), res.A.end(), 1);
        Self x = *this;
        while (n > 0) {
            if (n & 1) res = res * x;
            x = x * x;
            n >>= 1;
        }
        return res;
    }

    T get_sum() {
        return A[1];
    }

    static Self zeta() {
        Self ret;
        std::fill(ret.a.begin(), ret.a.end(), 1);
        for (int i = 1; i <= L; i++) {
            ret.A[i] = N / i;
        }
        return ret;
    }

    static Self zeta1() {
        Self ret;
        std::iota(ret.a.begin(), ret.a.end(), 0);
        T inv2 = T(2).inv();
        for (int i = 1; i <= L; i++) {
            ll n = N / i;
            ret.A[i] = T(n) * T(n + 1) * inv2;
        }
        return ret;
    }

    static Self zeta2() {
        Self ret;
        for (int i = 1; i <= K; i++) {
            ret.a[i] = i * i;
        }
        T inv6 = T(6).inv();
        for (int i = 1; i <= L; i++) {
            ll n = N / i;
            ret.A[i] = T(n) * T(n + 1) * T(2 * n + 1) * inv6;
        }
    }

    static void set_size(ll n) {
        N = n;
        if (N <= 10) {
            K = N;
            L = 1;
        } else if (N <= 5000) {
            K = 1;
            while (K * K < N) K++;
            L = (N + K - 1) / K;
        } else {
            L = 1;
            while (L * L * L / 50 < N) L++;
            K = (N + L - 1) / L;
        }
    }

    static void set_size_multiplicative(ll n) {
        N = n;
        L = 1;
        while (L * L * L < N) L++;
        K = L * L;
    }

  private:
    static ll N, K, L;
    static std::vector<std::pair<int, int>> prime_pow_table;
    std::vector<T> a, A;
};

template <class T, int id> ll DirichletSeries<T, id>::N = 1000000;
template <class T, int id> ll DirichletSeries<T, id>::K = 10000;
template <class T, int id> ll DirichletSeries<T, id>::L = 100;
template <class T, int id>
std::vector<std::pair<int, int>> DirichletSeries<T, id>::prime_pow_table = {};

}  // namespace lib
#line 2 "utility/modint.hpp"

#line 4 "utility/modint.hpp"

namespace lib {

template <ll m> struct modint {
    using mint = modint;
    ll a;

    modint(ll x = 0) : a((x % m + m) % m) {}
    static constexpr ll mod() {
        return m;
    }
    ll val() const {
        return a;
    }
    ll& val() {
        return a;
    }
    mint pow(ll n) const {
        mint res = 1;
        mint x = a;
        while (n) {
            if (n & 1) res *= x;
            x *= x;
            n >>= 1;
        }
        return res;
    }
    mint inv() const {
        return pow(m - 2);
    }
    mint& operator+=(const mint rhs) {
        a += rhs.a;
        if (a >= m) a -= m;
        return *this;
    }
    mint& operator-=(const mint rhs) {
        if (a < rhs.a) a += m;
        a -= rhs.a;
        return *this;
    }
    mint& operator*=(const mint rhs) {
        a = a * rhs.a % m;
        return *this;
    }
    mint& operator/=(mint rhs) {
        *this *= rhs.inv();
        return *this;
    }
    friend mint operator+(const mint& lhs, const mint& rhs) {
        return mint(lhs) += rhs;
    }
    friend mint operator-(const mint& lhs, const mint& rhs) {
        return mint(lhs) -= rhs;
    }
    friend mint operator*(const mint& lhs, const mint& rhs) {
        return mint(lhs) *= rhs;
    }
    friend mint operator/(const mint& lhs, const mint& rhs) {
        return mint(lhs) /= rhs;
    }
    friend bool operator==(const modint &lhs, const modint &rhs) {
        return lhs.a == rhs.a;
    }
    friend bool operator!=(const modint &lhs, const modint &rhs) {
        return !(lhs == rhs);
    }
    mint operator+() const {
        return *this;
    }
    mint operator-() const {
        return mint() - *this;
    }
};

using modint998244353 = modint<998244353>;
using modint1000000007 = modint<1'000'000'007>;

}  // namespace lib
#line 6 "test/math/Sum_of_Totient_Function.test.cpp"

namespace lib {

using mint = modint998244353;

void main_() {
    ll n;
    std::cin >> n;
    using DirichletSeries = DirichletSeries<mint, 0>;
    DirichletSeries::set_size(n);
    mint ans = (DirichletSeries::zeta1() / DirichletSeries::zeta()).get_sum();
    std::cout << ans.val() << '\n';
}

}  // namespace ebi

int main() {
    int t = 1;
    // std::cin >> t;
    while (t--) {
        lib::main_();
    }
    return 0;
}
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