cplib-cpp

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:heavy_check_mark: tree/test/subtree_isomorphism.lc.test.cpp

Depends on

Code

#define PROBLEM "https://judge.yosupo.jp/problem/rooted_tree_isomorphism_classification"
#include "../tree_isomorphism.hpp"
#include "../../utilities/groupby.hpp"
#include "../../modint.hpp"
#include <iostream>
#include <utility>
#include <vector>
using namespace std;

int main() {
    cin.tie(nullptr), ios::sync_with_stdio(false);

    int n;
    cin >> n;
    tree_isomorphism<ModInt998244353> tree(n);
    for (int i = 1, p = -1; i < n; ++i) tree.add_edge(i, (cin >> p, p));
    tree.build_hash(0, 15319159, 181263479);

    vector<pair<tree_isomorphism<ModInt998244353>::DoubleHash, int>> info;
    for (int i = 0; i < n; ++i) info.emplace_back(tree.hash_subtree.at(i), i);

    const auto gs = groupby(info);
    vector<int> ret(n);
    for (int g = 0; g < int(gs.size()); ++g) {
        for (int i : gs.at(g).second) ret.at(i) = g;
    }
    cout << gs.size() << '\n';
    for (int i = 0; i < n; ++i) cout << ret.at(i) << (i + 1 == n ? '\n' : ' ');
}
#line 1 "tree/test/subtree_isomorphism.lc.test.cpp"
#define PROBLEM "https://judge.yosupo.jp/problem/rooted_tree_isomorphism_classification"
#line 2 "tree/tree_isomorphism.hpp"
#include <chrono>
#include <utility>
#include <vector>

// Tree isomorphism with hashing (ハッシュによる木の同型判定)
// Dependence: ModInt or ModIntRuntime
// Reference: https://snuke.hatenablog.com/entry/2017/02/03/054210
// Verified: https://atcoder.jp/contests/nikkei2019-2-final/submissions/9044698 (ModInt)
//           https://atcoder.jp/contests/nikkei2019-2-final/submissions/9044745 (ModIntRuntime)
template <typename ModInt> struct tree_isomorphism {
    using DoubleHash = std::pair<ModInt, ModInt>;
    using Edges = std::vector<std::vector<int>>; // vector<set<int>>;
    int V;
    Edges e;
    tree_isomorphism(int v) : V(v), e(v) {}
    void add_edge(int u, int v) {
        e[u].emplace_back(v);
        e[v].emplace_back(u);
    }

    static uint64_t splitmix64(uint64_t x) {
        // https://codeforces.com/blog/entry/62393 http://xorshift.di.unimi.it/splitmix64.c
        x += 0x9e3779b97f4a7c15;
        x = (x ^ (x >> 30)) * 0xbf58476d1ce4e5b9;
        x = (x ^ (x >> 27)) * 0x94d049bb133111eb;
        return x ^ (x >> 31);
    }
    DoubleHash get_hash(DoubleHash x) const {
        static const uint64_t FIXED_RANDOM =
            std::chrono::steady_clock::now().time_since_epoch().count();
        return {splitmix64(x.first.val() + FIXED_RANDOM), splitmix64(x.second.val() + FIXED_RANDOM)};
    }

    static void add_hash(DoubleHash &l, const DoubleHash &r) {
        l.first += r.first, l.second += r.second;
    }
    static DoubleHash subtract_hash(const DoubleHash &l, const DoubleHash &r) {
        return {l.first - r.first, l.second - r.second};
    }

    std::vector<DoubleHash> hash;         // hash of the tree, each node regarded as root
    std::vector<DoubleHash> hash_subtree; // hash of the subtree
    std::vector<DoubleHash> hash_par; // hash of the subtree whose root is parent[i], not containing i
    DoubleHash hash_p;                // \in [1, hmod), should be set randomly
    DoubleHash hash_dfs1_(int now, int prv) {
        hash_subtree[now] = hash_p;
        for (auto nxt : e[now]) {
            if (nxt != prv) add_hash(hash_subtree[now], hash_dfs1_(nxt, now));
        }
        return get_hash(hash_subtree[now]);
    }
    void hash_dfs2_(int now, int prv) {
        add_hash(hash[now], hash_subtree[now]);
        if (prv >= 0) hash_par[now] = subtract_hash(hash[prv], get_hash(hash_subtree[now]));
        for (auto nxt : e[now])
            if (nxt != prv) {
                DoubleHash tmp = subtract_hash(hash[now], get_hash(hash_subtree[nxt]));
                add_hash(hash[nxt], get_hash(tmp));
                hash_dfs2_(nxt, now);
            }
    }
    void build_hash(int root, int p1, int p2) {
        hash_p = std::make_pair(p1, p2);
        hash.resize(V), hash_subtree.resize(V), hash_par.resize(V);
        hash_dfs1_(root, -1);
        hash_dfs2_(root, -1);
    }
};
#line 2 "utilities/groupby.hpp"
#include <algorithm>
#line 5 "utilities/groupby.hpp"

// Key class must be comparable
// Example: [(2, 3), (1, 5), (2, 2), (2, 3), (1, 4)] -> [(1, [5, 4]), (2, [3, 2, 3])]
// Verified: https://atcoder.jp/contests/abc259/tasks/abc259_h
template <class Key, class Value>
std::vector<std::pair<Key, std::vector<Value>>> groupby(std::vector<std::pair<Key, Value>> xs) {
    using KV = std::pair<Key, Value>;
    std::stable_sort(
        xs.begin(), xs.end(), [&](const KV &l, const KV &r) { return l.first < r.first; });

    std::vector<std::pair<Key, std::vector<Value>>> ret;
    for (const auto &x : xs) {
        if (ret.empty() or ret.back().first != x.first) {
            ret.emplace_back(x.first, std::vector<Value>());
        }
        ret.back().second.push_back(x.second);
    }
    return ret;
}
#line 2 "modint.hpp"
#include <cassert>
#include <iostream>
#include <set>
#line 6 "modint.hpp"

template <int md> struct ModInt {
    using lint = long long;
    constexpr static int mod() { return md; }
    static int get_primitive_root() {
        static int primitive_root = 0;
        if (!primitive_root) {
            primitive_root = [&]() {
                std::set<int> fac;
                int v = md - 1;
                for (lint i = 2; i * i <= v; i++)
                    while (v % i == 0) fac.insert(i), v /= i;
                if (v > 1) fac.insert(v);
                for (int g = 1; g < md; g++) {
                    bool ok = true;
                    for (auto i : fac)
                        if (ModInt(g).pow((md - 1) / i) == 1) {
                            ok = false;
                            break;
                        }
                    if (ok) return g;
                }
                return -1;
            }();
        }
        return primitive_root;
    }
    int val_;
    int val() const noexcept { return val_; }
    constexpr ModInt() : val_(0) {}
    constexpr ModInt &_setval(lint v) { return val_ = (v >= md ? v - md : v), *this; }
    constexpr ModInt(lint v) { _setval(v % md + md); }
    constexpr explicit operator bool() const { return val_ != 0; }
    constexpr ModInt operator+(const ModInt &x) const {
        return ModInt()._setval((lint)val_ + x.val_);
    }
    constexpr ModInt operator-(const ModInt &x) const {
        return ModInt()._setval((lint)val_ - x.val_ + md);
    }
    constexpr ModInt operator*(const ModInt &x) const {
        return ModInt()._setval((lint)val_ * x.val_ % md);
    }
    constexpr ModInt operator/(const ModInt &x) const {
        return ModInt()._setval((lint)val_ * x.inv().val() % md);
    }
    constexpr ModInt operator-() const { return ModInt()._setval(md - val_); }
    constexpr ModInt &operator+=(const ModInt &x) { return *this = *this + x; }
    constexpr ModInt &operator-=(const ModInt &x) { return *this = *this - x; }
    constexpr ModInt &operator*=(const ModInt &x) { return *this = *this * x; }
    constexpr ModInt &operator/=(const ModInt &x) { return *this = *this / x; }
    friend constexpr ModInt operator+(lint a, const ModInt &x) { return ModInt(a) + x; }
    friend constexpr ModInt operator-(lint a, const ModInt &x) { return ModInt(a) - x; }
    friend constexpr ModInt operator*(lint a, const ModInt &x) { return ModInt(a) * x; }
    friend constexpr ModInt operator/(lint a, const ModInt &x) { return ModInt(a) / x; }
    constexpr bool operator==(const ModInt &x) const { return val_ == x.val_; }
    constexpr bool operator!=(const ModInt &x) const { return val_ != x.val_; }
    constexpr bool operator<(const ModInt &x) const {
        return val_ < x.val_;
    } // To use std::map<ModInt, T>
    friend std::istream &operator>>(std::istream &is, ModInt &x) {
        lint t;
        return is >> t, x = ModInt(t), is;
    }
    constexpr friend std::ostream &operator<<(std::ostream &os, const ModInt &x) {
        return os << x.val_;
    }

    constexpr ModInt pow(lint n) const {
        ModInt ans = 1, tmp = *this;
        while (n) {
            if (n & 1) ans *= tmp;
            tmp *= tmp, n >>= 1;
        }
        return ans;
    }

    static constexpr int cache_limit = std::min(md, 1 << 21);
    static std::vector<ModInt> facs, facinvs, invs;

    constexpr static void _precalculation(int N) {
        const int l0 = facs.size();
        if (N > md) N = md;
        if (N <= l0) return;
        facs.resize(N), facinvs.resize(N), invs.resize(N);
        for (int i = l0; i < N; i++) facs[i] = facs[i - 1] * i;
        facinvs[N - 1] = facs.back().pow(md - 2);
        for (int i = N - 2; i >= l0; i--) facinvs[i] = facinvs[i + 1] * (i + 1);
        for (int i = N - 1; i >= l0; i--) invs[i] = facinvs[i] * facs[i - 1];
    }

    constexpr ModInt inv() const {
        if (this->val_ < cache_limit) {
            if (facs.empty()) facs = {1}, facinvs = {1}, invs = {0};
            while (this->val_ >= int(facs.size())) _precalculation(facs.size() * 2);
            return invs[this->val_];
        } else {
            return this->pow(md - 2);
        }
    }
    constexpr ModInt fac() const {
        while (this->val_ >= int(facs.size())) _precalculation(facs.size() * 2);
        return facs[this->val_];
    }
    constexpr ModInt facinv() const {
        while (this->val_ >= int(facs.size())) _precalculation(facs.size() * 2);
        return facinvs[this->val_];
    }
    constexpr ModInt doublefac() const {
        lint k = (this->val_ + 1) / 2;
        return (this->val_ & 1) ? ModInt(k * 2).fac() / (ModInt(2).pow(k) * ModInt(k).fac())
                                : ModInt(k).fac() * ModInt(2).pow(k);
    }

    constexpr ModInt nCr(int r) const {
        if (r < 0 or this->val_ < r) return ModInt(0);
        return this->fac() * (*this - r).facinv() * ModInt(r).facinv();
    }

    constexpr ModInt nPr(int r) const {
        if (r < 0 or this->val_ < r) return ModInt(0);
        return this->fac() * (*this - r).facinv();
    }

    static ModInt binom(int n, int r) {
        static long long bruteforce_times = 0;

        if (r < 0 or n < r) return ModInt(0);
        if (n <= bruteforce_times or n < (int)facs.size()) return ModInt(n).nCr(r);

        r = std::min(r, n - r);

        ModInt ret = ModInt(r).facinv();
        for (int i = 0; i < r; ++i) ret *= n - i;
        bruteforce_times += r;

        return ret;
    }

    // Multinomial coefficient, (k_1 + k_2 + ... + k_m)! / (k_1! k_2! ... k_m!)
    // Complexity: O(sum(ks))
    template <class Vec> static ModInt multinomial(const Vec &ks) {
        ModInt ret{1};
        int sum = 0;
        for (int k : ks) {
            assert(k >= 0);
            ret *= ModInt(k).facinv(), sum += k;
        }
        return ret * ModInt(sum).fac();
    }

    // Catalan number, C_n = binom(2n, n) / (n + 1)
    // C_0 = 1, C_1 = 1, C_2 = 2, C_3 = 5, C_4 = 14, ...
    // https://oeis.org/A000108
    // Complexity: O(n)
    static ModInt catalan(int n) {
        if (n < 0) return ModInt(0);
        return ModInt(n * 2).fac() * ModInt(n + 1).facinv() * ModInt(n).facinv();
    }

    ModInt sqrt() const {
        if (val_ == 0) return 0;
        if (md == 2) return val_;
        if (pow((md - 1) / 2) != 1) return 0;
        ModInt b = 1;
        while (b.pow((md - 1) / 2) == 1) b += 1;
        int e = 0, m = md - 1;
        while (m % 2 == 0) m >>= 1, e++;
        ModInt x = pow((m - 1) / 2), y = (*this) * x * x;
        x *= (*this);
        ModInt z = b.pow(m);
        while (y != 1) {
            int j = 0;
            ModInt t = y;
            while (t != 1) j++, t *= t;
            z = z.pow(1LL << (e - j - 1));
            x *= z, z *= z, y *= z;
            e = j;
        }
        return ModInt(std::min(x.val_, md - x.val_));
    }
};
template <int md> std::vector<ModInt<md>> ModInt<md>::facs = {1};
template <int md> std::vector<ModInt<md>> ModInt<md>::facinvs = {1};
template <int md> std::vector<ModInt<md>> ModInt<md>::invs = {0};

using ModInt998244353 = ModInt<998244353>;
// using mint = ModInt<998244353>;
// using mint = ModInt<1000000007>;
#line 8 "tree/test/subtree_isomorphism.lc.test.cpp"
using namespace std;

int main() {
    cin.tie(nullptr), ios::sync_with_stdio(false);

    int n;
    cin >> n;
    tree_isomorphism<ModInt998244353> tree(n);
    for (int i = 1, p = -1; i < n; ++i) tree.add_edge(i, (cin >> p, p));
    tree.build_hash(0, 15319159, 181263479);

    vector<pair<tree_isomorphism<ModInt998244353>::DoubleHash, int>> info;
    for (int i = 0; i < n; ++i) info.emplace_back(tree.hash_subtree.at(i), i);

    const auto gs = groupby(info);
    vector<int> ret(n);
    for (int g = 0; g < int(gs.size()); ++g) {
        for (int i : gs.at(g).second) ret.at(i) = g;
    }
    cout << gs.size() << '\n';
    for (int i = 0; i < n; ++i) cout << ret.at(i) << (i + 1 == n ? '\n' : ' ');
}
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