ZIGZAGTREE - Editorial

PROBLEM LINK:

Practice
Contest: Division 1
Contest: Division 2
Contest: Division 3
Contest: Division 4

Author: nskybytskyi
Testers: raysh07
Editorialist: iceknight1093

DIFFICULTY:

TBD

PREREQUISITES:

Dynamic programming, DFS

PROBLEM:

You’re given a tree on N vertices. Vertex i has the value A_i written on it.
In the easy version, A_i \leq 2.
Count the number of zig-zag sequences in the tree.
A zig-zag sequence is a sequence of vertices (v_1, v_2, \ldots, v_k) such that k \geq 2, the concatenation of the simple paths (v_i, v_{i+1}) is the full path (v_1, v_k), and the values of the vertices alternate in size.

EXPLANATION:

In the easy version, we only need to worry about A_i = 1 and A_i = 2.
This means a zig-zag sequence will alternate between 1 and 2.

We’ll solve this task using dynamic programming.

Root the tree at vertex 1.
Let \text{dp}_u denote the number of zig-zag sequences such that they start at u and go into the subtree of u.
(We’ll count length-1 sequences as zig-zag too here - it’ll make things simpler to reason about.)

Then,

  • If A_u = 1, we have dp_u = 1 + \sum dp_v, where the summation is taken across all v lying in the subtree of u such that A_v = 2.
    • Essentially, we’re fixing the second vertex v of the zig-zag sequence; but then we can just take any zig-zag sequence starting at v itself.
  • Similarly, if A_u = 2, dp_u is obtained by summing across all v in the subtree of u with A_v = 1.

To compute these quickly, we can also store the values \text{sub}_1[u] and \text{sub}_2[u].
Here \text{sub}_1[u] stores the sum of dp_v across all v in the subtree of u such that A_v = 1.
Note that:

  • \text{sub}_1[u] = \sum \text{sub}_1[c] across all children c of u.
  • \text{sub}_2[u] = \sum \text{sub}_2[c] across all children c of u.
  • Then, if A_u = 1 we add dp_u to \text{sub}_1[u]; otherwise we add it to \text{sub}_2[u].
    • As for actually computing dp_u: note that when A_u = 1 we just have \text{dp}_u = 1 + \text{sub}_2[u], since that’s exactly the sum that we’re looking for.

Now, with the \text{dp} and \text{sub} values computed, let’s actually count zig-zag sequences.
If (v_1, v_2, \ldots, v_k) is a zig-zag sequence, there are two possibilities:

  1. Either v_1 or v_k is an ancestor of the other.
    Sequences of this type have already been computed in either \text{dp}_{v_1} or \text{dp}_{v_k} (whichever vertex is the ancestor), by definition of the DP.
  2. Neither v_1 nor v_2 is an ancestor of the other.
    Then, there will exist a unique vertex u that is the lowest common ancestor of v_1 and v_k, and is different from both.

The last observation is useful.
Let’s fix a vertex u, and try to count sequences for which u is the lowest common ancestor.
There are, again, two possibilities:

  1. u is itself included in the sequence.
    • Suppose A_u = 1. Then, the previous and next vertices (say x_1 and x_2) should contain 2, and lie in the subtree of u.
      Further, x_1 and x_2 should come from different children of u.
    • If x_1 and x_2 have been fixed, the total number of sequences is then just \text{dp}_{x_1} \cdot \text{dp}_{x_2}.
    • Summing this up across all valid pairs of (x_1, x_2) is now a simple exercise in combinatorics.
      Note that this essentially reduces to the sum of \text{sub}_2[c_1] \cdot \text{sub}_2[c_2] across pairs (c_1, c_2) of children of u.
      This can be computed quickly (i.e in linear time proportional to the number of children) in several ways - for implementation details, see the code below.
  2. u is not included in the sequence.
    • Again, let’s fix the ‘previous’ and ‘next’ vertices of the sequence x_1 and x_2; again from different children of u.
    • This time, x_1 and x_2 should have different values, since they’ll be adjacent to each other in the sequence.
    • As in the previous case, this reduces to something like computing the sum of \text{sub}_1[c_1]\cdot \text{sub}_2[c_2] across pairs (c_1, c_2) of children of u, which can be computed similarly.

The overall time complexity is \mathcal{O}(N), since all the computations can be done with a single DFS.

Note that we considered length-1 subsequences to be zig-zag to make ‘gluing’ things together at the LCA simple. However, by definition they aren’t zig-zag, so subtract N from the answer to account for this.

TIME COMPLEXITY:

\mathcal{O}(N) per testcase.

CODE:

Author's code (C++)
#ifndef ATCODER_INTERNAL_MATH_HPP
#define ATCODER_INTERNAL_MATH_HPP 1

#include <utility>

#ifdef _MSC_VER
#include <intrin.h>
#endif

namespace atcoder {

namespace internal {

// @param m `1 <= m`
// @return x mod m
constexpr long long safe_mod(long long x, long long m) {
    x %= m;
    if (x < 0) x += m;
    return x;
}

// Fast modular multiplication by barrett reduction
// Reference: https://en.wikipedia.org/wiki/Barrett_reduction
// NOTE: reconsider after Ice Lake
struct barrett {
    unsigned int _m;
    unsigned long long im;

    // @param m `1 <= m`
    explicit barrett(unsigned int m) : _m(m), im((unsigned long long)(-1) / m + 1) {}

    // @return m
    unsigned int umod() const { return _m; }

    // @param a `0 <= a < m`
    // @param b `0 <= b < m`
    // @return `a * b % m`
    unsigned int mul(unsigned int a, unsigned int b) const {
        // [1] m = 1
        // a = b = im = 0, so okay

        // [2] m >= 2
        // im = ceil(2^64 / m)
        // -> im * m = 2^64 + r (0 <= r < m)
        // let z = a*b = c*m + d (0 <= c, d < m)
        // a*b * im = (c*m + d) * im = c*(im*m) + d*im = c*2^64 + c*r + d*im
        // c*r + d*im < m * m + m * im < m * m + 2^64 + m <= 2^64 + m * (m + 1) < 2^64 * 2
        // ((ab * im) >> 64) == c or c + 1
        unsigned long long z = a;
        z *= b;
#ifdef _MSC_VER
        unsigned long long x;
        _umul128(z, im, &x);
#else
        unsigned long long x =
            (unsigned long long)(((unsigned __int128)(z)*im) >> 64);
#endif
        unsigned long long y = x * _m;
        return (unsigned int)(z - y + (z < y ? _m : 0));
    }
};

// @param n `0 <= n`
// @param m `1 <= m`
// @return `(x ** n) % m`
constexpr long long pow_mod_constexpr(long long x, long long n, int m) {
    if (m == 1) return 0;
    unsigned int _m = (unsigned int)(m);
    unsigned long long r = 1;
    unsigned long long y = safe_mod(x, m);
    while (n) {
        if (n & 1) r = (r * y) % _m;
        y = (y * y) % _m;
        n >>= 1;
    }
    return r;
}

// Reference:
// M. Forisek and J. Jancina,
// Fast Primality Testing for Integers That Fit into a Machine Word
// @param n `0 <= n`
constexpr bool is_prime_constexpr(int n) {
    if (n <= 1) return false;
    if (n == 2 || n == 7 || n == 61) return true;
    if (n % 2 == 0) return false;
    long long d = n - 1;
    while (d % 2 == 0) d /= 2;
    constexpr long long bases[3] = {2, 7, 61};
    for (long long a : bases) {
        long long t = d;
        long long y = pow_mod_constexpr(a, t, n);
        while (t != n - 1 && y != 1 && y != n - 1) {
            y = y * y % n;
            t <<= 1;
        }
        if (y != n - 1 && t % 2 == 0) {
            return false;
        }
    }
    return true;
}
template <int n> constexpr bool is_prime = is_prime_constexpr(n);

// @param b `1 <= b`
// @return pair(g, x) s.t. g = gcd(a, b), xa = g (mod b), 0 <= x < b/g
constexpr std::pair<long long, long long> inv_gcd(long long a, long long b) {
    a = safe_mod(a, b);
    if (a == 0) return {b, 0};

    // Contracts:
    // [1] s - m0 * a = 0 (mod b)
    // [2] t - m1 * a = 0 (mod b)
    // [3] s * |m1| + t * |m0| <= b
    long long s = b, t = a;
    long long m0 = 0, m1 = 1;

    while (t) {
        long long u = s / t;
        s -= t * u;
        m0 -= m1 * u;  // |m1 * u| <= |m1| * s <= b

        // [3]:
        // (s - t * u) * |m1| + t * |m0 - m1 * u|
        // <= s * |m1| - t * u * |m1| + t * (|m0| + |m1| * u)
        // = s * |m1| + t * |m0| <= b

        auto tmp = s;
        s = t;
        t = tmp;
        tmp = m0;
        m0 = m1;
        m1 = tmp;
    }
    // by [3]: |m0| <= b/g
    // by g != b: |m0| < b/g
    if (m0 < 0) m0 += b / s;
    return {s, m0};
}

// Compile time primitive root
// @param m must be prime
// @return primitive root (and minimum in now)
constexpr int primitive_root_constexpr(int m) {
    if (m == 2) return 1;
    if (m == 167772161) return 3;
    if (m == 469762049) return 3;
    if (m == 754974721) return 11;
    if (m == 998244353) return 3;
    int divs[20] = {};
    divs[0] = 2;
    int cnt = 1;
    int x = (m - 1) / 2;
    while (x % 2 == 0) x /= 2;
    for (int i = 3; (long long)(i)*i <= x; i += 2) {
        if (x % i == 0) {
            divs[cnt++] = i;
            while (x % i == 0) {
                x /= i;
            }
        }
    }
    if (x > 1) {
        divs[cnt++] = x;
    }
    for (int g = 2;; g++) {
        bool ok = true;
        for (int i = 0; i < cnt; i++) {
            if (pow_mod_constexpr(g, (m - 1) / divs[i], m) == 1) {
                ok = false;
                break;
            }
        }
        if (ok) return g;
    }
}
template <int m> constexpr int primitive_root = primitive_root_constexpr(m);

// @param n `n < 2^32`
// @param m `1 <= m < 2^32`
// @return sum_{i=0}^{n-1} floor((ai + b) / m) (mod 2^64)
unsigned long long floor_sum_unsigned(unsigned long long n,
                                      unsigned long long m,
                                      unsigned long long a,
                                      unsigned long long b) {
    unsigned long long ans = 0;
    while (true) {
        if (a >= m) {
            ans += n * (n - 1) / 2 * (a / m);
            a %= m;
        }
        if (b >= m) {
            ans += n * (b / m);
            b %= m;
        }

        unsigned long long y_max = a * n + b;
        if (y_max < m) break;
        // y_max < m * (n + 1)
        // floor(y_max / m) <= n
        n = (unsigned long long)(y_max / m);
        b = (unsigned long long)(y_max % m);
        std::swap(m, a);
    }
    return ans;
}

}  // namespace internal

}  // namespace atcoder

#endif  // ATCODER_INTERNAL_MATH_HPP

#ifndef ATCODER_INTERNAL_TYPE_TRAITS_HPP
#define ATCODER_INTERNAL_TYPE_TRAITS_HPP 1

#include <cassert>
#include <numeric>
#include <type_traits>

namespace atcoder {

namespace internal {

#ifndef _MSC_VER
template <class T>
using is_signed_int128 =
    typename std::conditional<std::is_same<T, __int128_t>::value ||
                                  std::is_same<T, __int128>::value,
                              std::true_type,
                              std::false_type>::type;

template <class T>
using is_unsigned_int128 =
    typename std::conditional<std::is_same<T, __uint128_t>::value ||
                                  std::is_same<T, unsigned __int128>::value,
                              std::true_type,
                              std::false_type>::type;

template <class T>
using make_unsigned_int128 =
    typename std::conditional<std::is_same<T, __int128_t>::value,
                              __uint128_t,
                              unsigned __int128>;

template <class T>
using is_integral = typename std::conditional<std::is_integral<T>::value ||
                                                  is_signed_int128<T>::value ||
                                                  is_unsigned_int128<T>::value,
                                              std::true_type,
                                              std::false_type>::type;

template <class T>
using is_signed_int = typename std::conditional<(is_integral<T>::value &&
                                                 std::is_signed<T>::value) ||
                                                    is_signed_int128<T>::value,
                                                std::true_type,
                                                std::false_type>::type;

template <class T>
using is_unsigned_int =
    typename std::conditional<(is_integral<T>::value &&
                               std::is_unsigned<T>::value) ||
                                  is_unsigned_int128<T>::value,
                              std::true_type,
                              std::false_type>::type;

template <class T>
using to_unsigned = typename std::conditional<
    is_signed_int128<T>::value,
    make_unsigned_int128<T>,
    typename std::conditional<std::is_signed<T>::value,
                              std::make_unsigned<T>,
                              std::common_type<T>>::type>::type;

#else

template <class T> using is_integral = typename std::is_integral<T>;

template <class T>
using is_signed_int =
    typename std::conditional<is_integral<T>::value && std::is_signed<T>::value,
                              std::true_type,
                              std::false_type>::type;

template <class T>
using is_unsigned_int =
    typename std::conditional<is_integral<T>::value &&
                                  std::is_unsigned<T>::value,
                              std::true_type,
                              std::false_type>::type;

template <class T>
using to_unsigned = typename std::conditional<is_signed_int<T>::value,
                                              std::make_unsigned<T>,
                                              std::common_type<T>>::type;

#endif

template <class T>
using is_signed_int_t = std::enable_if_t<is_signed_int<T>::value>;

template <class T>
using is_unsigned_int_t = std::enable_if_t<is_unsigned_int<T>::value>;

template <class T> using to_unsigned_t = typename to_unsigned<T>::type;

}  // namespace internal

}  // namespace atcoder

#endif  // ATCODER_INTERNAL_TYPE_TRAITS_HPP

#ifndef ATCODER_MODINT_HPP
#define ATCODER_MODINT_HPP 1

#include <cassert>
#include <numeric>
#include <type_traits>

#ifdef _MSC_VER
#include <intrin.h>
#endif

namespace atcoder {

namespace internal {

struct modint_base {};
struct static_modint_base : modint_base {};

template <class T> using is_modint = std::is_base_of<modint_base, T>;
template <class T> using is_modint_t = std::enable_if_t<is_modint<T>::value>;

}  // namespace internal

template <int m, std::enable_if_t<(1 <= m)>* = nullptr>
struct static_modint : internal::static_modint_base {
    using mint = static_modint;

  public:
    static constexpr int mod() { return m; }
    static mint raw(int v) {
        mint x;
        x._v = v;
        return x;
    }

    static_modint() : _v(0) {}
    template <class T, internal::is_signed_int_t<T>* = nullptr>
    static_modint(T v) {
        long long x = (long long)(v % (long long)(umod()));
        if (x < 0) x += umod();
        _v = (unsigned int)(x);
    }
    template <class T, internal::is_unsigned_int_t<T>* = nullptr>
    static_modint(T v) {
        _v = (unsigned int)(v % umod());
    }

    unsigned int val() const { return _v; }

    mint& operator++() {
        _v++;
        if (_v == umod()) _v = 0;
        return *this;
    }
    mint& operator--() {
        if (_v == 0) _v = umod();
        _v--;
        return *this;
    }
    mint operator++(int) {
        mint result = *this;
        ++*this;
        return result;
    }
    mint operator--(int) {
        mint result = *this;
        --*this;
        return result;
    }

    mint& operator+=(const mint& rhs) {
        _v += rhs._v;
        if (_v >= umod()) _v -= umod();
        return *this;
    }
    mint& operator-=(const mint& rhs) {
        _v -= rhs._v;
        if (_v >= umod()) _v += umod();
        return *this;
    }
    mint& operator*=(const mint& rhs) {
        unsigned long long z = _v;
        z *= rhs._v;
        _v = (unsigned int)(z % umod());
        return *this;
    }
    mint& operator/=(const mint& rhs) { return *this = *this * rhs.inv(); }

    mint operator+() const { return *this; }
    mint operator-() const { return mint() - *this; }

    mint pow(long long n) const {
        assert(0 <= n);
        mint x = *this, r = 1;
        while (n) {
            if (n & 1) r *= x;
            x *= x;
            n >>= 1;
        }
        return r;
    }
    mint inv() const {
        if (prime) {
            assert(_v);
            return pow(umod() - 2);
        } else {
            auto eg = internal::inv_gcd(_v, m);
            assert(eg.first == 1);
            return eg.second;
        }
    }

    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 mint& lhs, const mint& rhs) {
        return lhs._v == rhs._v;
    }
    friend bool operator!=(const mint& lhs, const mint& rhs) {
        return lhs._v != rhs._v;
    }

  private:
    unsigned int _v;
    static constexpr unsigned int umod() { return m; }
    static constexpr bool prime = internal::is_prime<m>;
};

template <int id> struct dynamic_modint : internal::modint_base {
    using mint = dynamic_modint;

  public:
    static int mod() { return (int)(bt.umod()); }
    static void set_mod(int m) {
        assert(1 <= m);
        bt = internal::barrett(m);
    }
    static mint raw(int v) {
        mint x;
        x._v = v;
        return x;
    }

    dynamic_modint() : _v(0) {}
    template <class T, internal::is_signed_int_t<T>* = nullptr>
    dynamic_modint(T v) {
        long long x = (long long)(v % (long long)(mod()));
        if (x < 0) x += mod();
        _v = (unsigned int)(x);
    }
    template <class T, internal::is_unsigned_int_t<T>* = nullptr>
    dynamic_modint(T v) {
        _v = (unsigned int)(v % mod());
    }

    unsigned int val() const { return _v; }

    mint& operator++() {
        _v++;
        if (_v == umod()) _v = 0;
        return *this;
    }
    mint& operator--() {
        if (_v == 0) _v = umod();
        _v--;
        return *this;
    }
    mint operator++(int) {
        mint result = *this;
        ++*this;
        return result;
    }
    mint operator--(int) {
        mint result = *this;
        --*this;
        return result;
    }

    mint& operator+=(const mint& rhs) {
        _v += rhs._v;
        if (_v >= umod()) _v -= umod();
        return *this;
    }
    mint& operator-=(const mint& rhs) {
        _v += mod() - rhs._v;
        if (_v >= umod()) _v -= umod();
        return *this;
    }
    mint& operator*=(const mint& rhs) {
        _v = bt.mul(_v, rhs._v);
        return *this;
    }
    mint& operator/=(const mint& rhs) { return *this = *this * rhs.inv(); }

    mint operator+() const { return *this; }
    mint operator-() const { return mint() - *this; }

    mint pow(long long n) const {
        assert(0 <= n);
        mint x = *this, r = 1;
        while (n) {
            if (n & 1) r *= x;
            x *= x;
            n >>= 1;
        }
        return r;
    }
    mint inv() const {
        auto eg = internal::inv_gcd(_v, mod());
        assert(eg.first == 1);
        return eg.second;
    }

    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 mint& lhs, const mint& rhs) {
        return lhs._v == rhs._v;
    }
    friend bool operator!=(const mint& lhs, const mint& rhs) {
        return lhs._v != rhs._v;
    }

  private:
    unsigned int _v;
    static internal::barrett bt;
    static unsigned int umod() { return bt.umod(); }
};
template <int id> internal::barrett dynamic_modint<id>::bt(998244353);

using modint998244353 = static_modint<998244353>;
using modint1000000007 = static_modint<1000000007>;
using modint = dynamic_modint<-1>;

namespace internal {

template <class T>
using is_static_modint = std::is_base_of<internal::static_modint_base, T>;

template <class T>
using is_static_modint_t = std::enable_if_t<is_static_modint<T>::value>;

template <class> struct is_dynamic_modint : public std::false_type {};
template <int id>
struct is_dynamic_modint<dynamic_modint<id>> : public std::true_type {};

template <class T>
using is_dynamic_modint_t = std::enable_if_t<is_dynamic_modint<T>::value>;

}  // namespace internal

}  // namespace atcoder

#endif  // ATCODER_MODINT_HPP

#include <bits/stdc++.h>
using namespace std;
using namespace atcoder;
using mint = modint1000000007;

struct input_checker {
    string buffer;
    int pos;
 
    const string all = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz";
    const string number = "0123456789";
    const string upper = "ABCDEFGHIJKLMNOPQRSTUVWXYZ";
    const string lower = "abcdefghijklmnopqrstuvwxyz";
 
    input_checker() {
        pos = 0;
        while (true) {
            int c = cin.get();
            if (c == -1) {
                break;
            }
            buffer.push_back((char) c);
        }
    }
 
    int nextDelimiter() {
        int now = pos;
        while (now < (int) buffer.size() && buffer[now] != ' ' && buffer[now] != '\n') {
            now++;
        }
        return now;
    }
 
    string readOne() {
        assert(pos < (int) buffer.size());
        int nxt = nextDelimiter();
        string res;
        while (pos < nxt) {
            res += buffer[pos];
            pos++;
        }
        return res;
    }
 
    string readString(int minl, int maxl, const string &pattern = "") {
        assert(minl <= maxl);
        string res = readOne();
        assert(minl <= (int) res.size());
        assert((int) res.size() <= maxl);
        for (int i = 0; i < (int) res.size(); i++) {
            assert(pattern.empty() || pattern.find(res[i]) != string::npos);
        }
        return res;
    }
 
    int readInt(int minv, int maxv) {
        assert(minv <= maxv);
        int res = stoi(readOne());
        assert(minv <= res);
        assert(res <= maxv);
        return res;
    }
 
    long long readLong(long long minv, long long maxv) {
        assert(minv <= maxv);
        long long res = stoll(readOne());
        assert(minv <= res);
        assert(res <= maxv);
        return res;
    }
 
    auto readInts(int n, int minv, int maxv) {
        assert(n >= 0);
        vector<int> v(n);
        for (int i = 0; i < n; ++i) {
            v[i] = readInt(minv, maxv);
            if (i+1 < n) readSpace();
        }
        return v;
    }
 
    auto readLongs(int n, long long minv, long long maxv) {
        assert(n >= 0);
        vector<long long> v(n);
        for (int i = 0; i < n; ++i) {
            v[i] = readLong(minv, maxv);
            if (i+1 < n) readSpace();
        }
        return v;
    }
 
    void readSpace() {
        assert((int) buffer.size() > pos);
        assert(buffer[pos] == ' ');
        pos++;
    }
 
    void readEoln() {
        assert((int) buffer.size() > pos);
        assert(buffer[pos] == '\n');
        pos++;
    }
 
    void readEof() {
        assert((int) buffer.size() == pos);
    }
};

input_checker inp;

struct S {
    map<int, mint> asc, desc;
};

int solve(int n, const vector<int>& a, const vector<int>& p) {
    vector<vector<int>> g(n);
    for (int i = 0; i < n - 1; ++i) {
        g[p[i] - 1].push_back(i + 1);
    }
    mint total = 0;
    auto dfs = [&](auto&& self, int v, int p) -> S {
        vector<S> sus;
        for (auto u : g[v]) {
            if (u == p) {
                continue;
            }
            sus.push_back(self(self, u, v));
        }
        S sv;
        for (const auto& su : sus) {
            for (const auto& [k1, v1] : sv.asc) {
                if (k1 >= a[v]) { continue; }
                for (const auto& [k2, v2] : su.asc) {
                    if (k2 >= a[v]) { continue; }
                    total += v1 * v2;
                }
            }
            for (const auto& [k1, v1] : sv.asc) {
                for (const auto& [k2, v2] : su.desc) {
                    if (k1 >= k2) { continue; }
                    total += v1 * v2;
                }
            }
            for (const auto& [k1, v1] : sv.desc) {
                for (const auto& [k2, v2] : su.asc) {
                    if (k1 <= k2) { continue; }
                    total += v1 * v2;
                }
            }
            for (const auto& [k1, v1] : sv.desc) {
                if (k1 <= a[v]) { continue; }
                for (const auto& [k2, v2] : su.desc) {
                    if (k2 <= a[v]) { continue; }
                    total += v1 * v2;
                }
            }
            for (const auto& [k2, v2] : su.asc) {
                sv.asc[k2] += v2;
            }
            for (const auto& [k2, v2] : su.desc) {
                sv.desc[k2] += v2;
            }
        }
        for (const auto& su : sus) {
            for (const auto& [k2, v2] : su.asc) {
                if (k2 >= a[v]) { continue; }
                total += v2;
                sv.desc[a[v]] += v2;
            }
            for (const auto& [k2, v2] : su.desc) {
                if (k2 <= a[v]) { continue; }
                total += v2;
                sv.asc[a[v]] += v2;
            }
        }
        ++sv.asc[a[v]];
        ++sv.desc[a[v]];
        // cerr << "v = " << v << '\n';
        // cerr << "asc:\n";
        // for (const auto& [k1, v1] : sv.asc) {
        //     cerr << k1 << ' ' << v1.val() << '\n';
        // }
        // cerr << "desc:\n";
        // for (const auto& [k1, v1] : sv.desc) {
        //     cerr << k1 << ' ' << v1.val() << '\n';
        // }
        // cerr << '\n';
        return sv;
    };
    dfs(dfs, 0, -1);
    return total.val();
}

int main() {
    cin.tie(0)->sync_with_stdio(0);
    int t = inp.readInt(1, 10'000);
    inp.readEoln();
    int64_t sum_n = 0;
    while (t--) {
        const auto n = inp.readInt(2, 100'000);
        sum_n += n;
        inp.readEoln();
        const auto a = inp.readInts(n, 1, 2);
        inp.readEoln();
        vector<int> p(n - 1);
        for (int i = 2; i <= n; ++i) {
            if (i > 2) { inp.readSpace(); }
            p[i - 2] = inp.readInt(1, i - 1);
        }
        inp.readEoln();
        cout << solve(n, a, p) << '\n';
    }
    assert(sum_n <= 100'000);
    inp.readEof();
}
Editorialist's code (C++)

how to consider edges here i am not understanding i and pi. someone please explain