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:heavy_check_mark: verify/string/UNIT_rolling_hash.test.cpp

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

#include "template/template.hpp"
#include "string/rolling-hash.hpp"
#include "string/rolling-hash-segment-tree.hpp"
#include "util/xorshift.hpp"

void check_static(const vector<int>& a) {
  RollingHash hash(a);
  RollingHashSegmentTree<int> seg(a);
  assert(hash.size() == (int)a.size());
  for (int l = 0; l <= (int)a.size(); l++) {
    for (int r = l; r <= (int)a.size(); r++) {
      RollingHash direct(vector<int>(a.begin() + l, a.begin() + r));
      assert(hash.slice(l, r) == direct.slice(0, r - l));
      assert(seg.prod(l, r) == hash.slice(l, r));
    }
  }
  for (int l = 0; l <= (int)a.size(); l++) {
    for (int m = l; m <= (int)a.size(); m++) {
      for (int r = m; r <= (int)a.size(); r++) {
        assert(hash.slice(l, m) + hash.slice(m, r) == hash.slice(l, r));
      }
    }
  }
}

void test_value() {
  static_assert(sizeof(RollingHashValue) == 2 * sizeof(uint64_t));
  static_assert(sizeof(RollingHashValueReversible) == 3 * sizeof(uint64_t));
  RollingHashBase::base = 911382323;
  assert(RollingHashValue() == RollingHashValue(0, 1));
  assert(RollingHashValue::single(-1).hash == RollingHashBase::MOD - 1);
  assert(RollingHashValue::single(0).hash == 0);
  assert(RollingHashValue::single(1).hash == 1);

  RollingHash zero(vector<int>{0});
  RollingHash zeros(vector<int>{0, 0});
  assert(zero.slice(0, 1).hash == zeros.slice(0, 2).hash);
  assert(zero.slice(0, 1) != zeros.slice(0, 2));

  for (long long v :
       {numeric_limits<long long>::min(), -(long long)RollingHashBase::MOD - 1, -1ll, 0ll, 1ll,
        (long long)RollingHashBase::MOD, numeric_limits<long long>::max()}) {
    RollingHashBase::i128 expected = RollingHashBase::i128(v) % RollingHashBase::MOD;
    if (expected < 0) expected += RollingHashBase::MOD;
    assert(RollingHashBase::normalize(v) == RollingHashBase::u64(expected));
  }
  assert(RollingHashBase::restore<int>(RollingHashBase::normalize(numeric_limits<int>::min())) ==
         numeric_limits<int>::min());
  assert(RollingHashBase::restore<int>(RollingHashBase::normalize(numeric_limits<int>::max())) ==
         numeric_limits<int>::max());

  auto x = RollingHashValueReversible::single(-1);
  assert(x.hash == RollingHashBase::MOD - 1);
  assert(x.hash == x.reverse_hash);
  assert(x.reversed() == x);
}

void test_static() {
  check_static({});
  check_static({0});
  check_static({-3, 0, 1, -1, 1000000000, -1000000000});
  string s = "abracadabra";
  RollingHash hash(s);
  RollingHashSegmentTree seg(s);
  for (int l = 0; l <= (int)s.size(); l++)
    for (int r = l; r <= (int)s.size(); r++) assert(seg.prod(l, r) == hash.slice(l, r));
}

void test_segment_tree() {
  int n = 30;
  vector<int> a(n);
  for (int i = 0; i < n; i++) a[i] = int(XORShift::xor32() % 2001) - 1000;
  RollingHashSegmentTree<int> seg(a);
  for (int t = 0; t < 1000; t++) {
    if (XORShift::xor32() & 1) {
      int p = XORShift::xor32() % n;
      a[p] = int(XORShift::xor32() % 2000000001) - 1000000000;
      seg.set(p, a[p]);
      assert(seg.get(p) == a[p]);
    } else {
      int l = XORShift::xor32() % (n + 1);
      int r = XORShift::xor32() % (n + 1);
      if (l > r) swap(l, r);
      RollingHash hash(a);
      assert(seg.prod(l, r) == hash.slice(l, r));
    }
  }
}

void test_reversible() {
  vector<int> a = {-3, 0, 1, -1, 4, 0};
  RollingHashSegmentTreeReversible<int> seg(a);
  RollingHash hash(a);
  for (int l = 0; l <= (int)a.size(); l++) {
    for (int r = l; r <= (int)a.size(); r++) {
      auto value = seg.prod(l, r);
      vector<int> b(a.begin() + l, a.begin() + r);
      reverse(b.begin(), b.end());
      RollingHash reversed(b);
      assert(value.hash == hash.slice(l, r).hash);
      assert(value.reverse_hash == reversed.slice(0, b.size()).hash);
      assert(value.power == hash.slice(l, r).power);
      assert(value.reversed().hash == value.reverse_hash);
      assert(value.reversed().reverse_hash == value.hash);
      for (int m = l; m <= r; m++) {
        auto left = seg.prod(l, m), right = seg.prod(m, r);
        assert(left + right == value);
        assert(value.reversed() == right.reversed() + left.reversed());
      }
    }
  }
  seg.set(2, -100);
  a[2] = -100;
  assert(seg.get(2) == a[2]);
  RollingHash updated(a);
  assert(seg.prod(0, a.size()).hash == updated.slice(0, a.size()).hash);
}

int main() {
  test_value();
  test_static();
  test_segment_tree();
  test_reversible();

  int a, b;
  in(a, b);
  out(a + b);
}
#line 1 "verify/string/UNIT_rolling_hash.test.cpp"
#define PROBLEM "https://judge.yosupo.jp/problem/aplusb"

#line 2 "template/template.hpp"
#include <bits/stdc++.h>
using namespace std;

#line 2 "template/macro.hpp"
#define rep(i, a, b) for (int i = (a); i < (int)(b); i++)
#define rrep(i, a, b) for (int i = (int)(b) - 1; i >= (a); i--)
#define ALL(v) (v).begin(), (v).end()
#define UNIQUE(v) sort(ALL(v)), (v).erase(unique(ALL(v)), (v).end())
#define SZ(v) (int)v.size()
#define MIN(v) *min_element(ALL(v))
#define MAX(v) *max_element(ALL(v))
#define LB(v, x) int(lower_bound(ALL(v), (x)) - (v).begin())
#define UB(v, x) int(upper_bound(ALL(v), (x)) - (v).begin())
#define YN(b) cout << ((b) ? "YES" : "NO") << "\n";
#define Yn(b) cout << ((b) ? "Yes" : "No") << "\n";
#define yn(b) cout << ((b) ? "yes" : "no") << "\n";
#line 6 "template/template.hpp"

#line 2 "template/util.hpp"
using uint = unsigned int;
using ll = long long int;
using ull = unsigned long long;
using i128 = __int128_t;
using u128 = __uint128_t;
template <class T>
using priority_queue_asc = priority_queue<T, vector<T>, greater<T>>;

template <class T, class S = T>
S SUM(const vector<T>& a) {
  return accumulate(ALL(a), S(0));
}
template <class T1, class T2>
inline bool chmin(T1& a, T2 b) {
  if (a > b) {
    a = b;
    return true;
  }
  return false;
}
template <class T1, class T2>
inline bool chmax(T1& a, T2 b) {
  if (a < b) {
    a = b;
    return true;
  }
  return false;
}
template <class T1, class T2>
inline bool chmin_opt(optional<T1>& a, T2 b) {
  if (!a || a > b) {
    a = b;
    return true;
  }
  return false;
}
template <class T1, class T2>
inline bool chmax_opt(optional<T1>& a, T2 b) {
  if (!a || a < b) {
    a = b;
    return true;
  }
  return false;
}

template <class T>
int popcnt(T x) {
  return __builtin_popcountll(x);
}
template <class T>
int topbit(T x) {
  return (x == 0 ? -1 : 63 - __builtin_clzll(x));
}
template <class T>
int lowbit(T x) {
  return (x == 0 ? -1 : __builtin_ctzll(x));
}
#line 8 "template/template.hpp"

#line 2 "template/inout.hpp"
struct Fast {
  Fast() {
    cin.tie(nullptr);
    ios_base::sync_with_stdio(false);
    cout << fixed << setprecision(15);
  }
} fast;

ostream& operator<<(ostream& os, __uint128_t x) {
  char buf[40];
  size_t k = 0;
  while (x > 0) buf[k++] = (char)(x % 10 + '0'), x /= 10;
  if (k == 0) buf[k++] = '0';
  while (k) os << buf[--k];
  return os;
}
ostream& operator<<(ostream& os, __int128_t x) {
  return x < 0 ? (os << '-' << (__uint128_t)(-x)) : (os << (__uint128_t)x);
}
template <class T, size_t N>
ostream& operator<<(ostream& os, const array<T, N>& a);
template <class T1, class T2>
istream& operator>>(istream& is, pair<T1, T2>& p) {
  return is >> p.first >> p.second;
}
template <class T1, class T2>
ostream& operator<<(ostream& os, const pair<T1, T2>& p) {
  return os << p.first << " " << p.second;
}
template <class T>
istream& operator>>(istream& is, vector<T>& a) {
  for (auto& v : a) is >> v;
  return is;
}
template <class T>
ostream& operator<<(ostream& os, const vector<T>& a) {
  for (auto it = a.begin(); it != a.end();) {
    os << *it;
    if (++it != a.end()) os << " ";
  }
  return os;
}
template <class T, size_t N>
ostream& operator<<(ostream& os, const array<T, N>& a) {
  for (auto it = a.begin(); it != a.end();) {
    os << *it;
    if (++it != a.end()) os << " ";
  }
  return os;
}
template <class T>
ostream& operator<<(ostream& os, const set<T>& st) {
  os << "{";
  for (auto it = st.begin(); it != st.end();) {
    os << *it;
    if (++it != st.end()) os << ",";
  }
  os << "}";
  return os;
}
template <class T1, class T2>
ostream& operator<<(ostream& os, const map<T1, T2>& mp) {
  os << "{";
  for (auto it = mp.begin(); it != mp.end();) {
    os << it->first << ":" << it->second;
    if (++it != mp.end()) os << ",";
  }
  os << "}";
  return os;
}

void in() {}
template <typename T, class... U>
void in(T& t, U&... u) {
  cin >> t;
  in(u...);
}
template <class... T>
void in_zip(int n, T&... t) {
  assert(n >= 0 && ((size(t) >= static_cast<size_t>(n)) && ...));
  for (int i = 0; i < n; i++) in(t[i]...);
}
void out() { cout << "\n"; }
template <typename T, class... U, char sep = ' '>
void out(const T& t, const U&... u) {
  cout << t;
  if (sizeof...(u)) cout << sep;
  out(u...);
}
template <class T, class U>
void out_opt(const optional<T>& opt, const U& fallback, ostream& os = cout) {
  if (opt.has_value())
    os << opt.value();
  else
    os << fallback;
  os << "\n";
}
template <class T, class U>
void out_opt(const vector<optional<T>>& vec, const U& fallback, ostream& os = cout) {
  for (auto it = vec.begin(); it != vec.end();) {
    if ((*it).has_value())
      os << (*it).value();
    else
      os << fallback;
    if (++it != vec.end()) os << " ";
  }
  os << "\n";
}

namespace IO {
template <class T, class... U>
T read(U&&... u) {
  T t = T(forward<U>(u)...);
  in(t);
  return t;
}
namespace Graph {
vector<vector<int>> unweighted(int n, int m, bool directed = false, int offset = 1) {
  vector<vector<int>> g(n);
  for (int i = 0; i < m; i++) {
    int u, v;
    cin >> u >> v;
    u -= offset, v -= offset;
    g[u].push_back(v);
    if (!directed) g[v].push_back(u);
  }
  return g;
}
template <class T>
vector<vector<pair<int, T>>> weighted(int n, int m, bool directed = false, int offset = 1) {
  vector<vector<pair<int, T>>> g(n);
  for (int i = 0; i < m; i++) {
    int u, v;
    T w;
    cin >> u >> v >> w;
    u -= offset, v -= offset;
    g[u].push_back({v, w});
    if (!directed) g[v].push_back({u, w});
  }
  return g;
}
}  // namespace Graph
namespace Tree {
vector<vector<int>> unweighted(int n, bool directed = false, int offset = 1) {
  return Graph::unweighted(n, n - 1, directed, offset);
}
template <class T>
vector<vector<pair<int, T>>> weighted(int n, bool directed = false, int offset = 1) {
  return Graph::weighted<T>(n, n - 1, directed, offset);
}
vector<vector<int>> rooted(int n, bool to_root = true, bool to_leaf = true, int offset = 1) {
  vector<vector<int>> g(n);
  for (int i = 1; i < n; i++) {
    int p;
    cin >> p;
    p -= offset;
    if (to_root) g[i].push_back(p);
    if (to_leaf) g[p].push_back(i);
  }
  return g;
}
}  // namespace Tree
}  // namespace IO
#line 10 "template/template.hpp"

#line 2 "template/debug.hpp"
#ifdef LOCAL
#define debug 1
#define show(...) _show(0, #__VA_ARGS__, __VA_ARGS__)
#else
#define debug 0
#define show(...) true
#endif
template <class T>
void _show(int, T) {
  cerr << '\n';
}
template <class T1, class T2, class... T3>
void _show(int i, const T1& a, const T2& b, const T3&... c) {
  for (; a[i] != ',' && a[i] != '\0'; i++) cerr << a[i];
  cerr << ":" << b << " ";
  _show(i + 1, a, c...);
}
#line 2 "string/rolling-hash.hpp"

#line 2 "string/rolling-hash-value.hpp"

#line 2 "string/rolling-hash-base.hpp"

struct RollingHashBase {
  using u128 = __uint128_t;
  using i128 = __int128_t;
  using u64 = uint64_t;
  static constexpr u64 MOD = (1ull << 61) - 1;
  static u64 base;
  static u64 add(u64 x, u64 y) {
    if ((x += y) >= MOD) x -= MOD;
    return x;
  }
  static u64 sub(u64 x, u64 y) {
    if ((x -= y) >= MOD) x += MOD;
    return x;
  }
  static u64 mul(u64 x, u64 y) {
    u128 z = (u128)x * y;
    u64 v = (u64(z) & MOD) + u64(z >> 61);
    return v >= MOD ? v - MOD : v;
  }
  static u64 normalize(u64 v) {
    u64 x = (v & MOD) + (v >> 61);
    return x >= MOD ? x - MOD : x;
  }
  template <class T>
  static u64 normalize(T v) {
    static_assert(is_integral_v<T> && sizeof(T) <= sizeof(u64));
    if constexpr (is_signed_v<T>) {
      if (v < 0) {
        u64 x = normalize(u64(-i128(v)));
        return x == 0 ? 0 : MOD - x;
      }
    }
    return normalize(u64(v));
  }
  template <class T>
  static T restore(u64 v) {
    static_assert(is_integral_v<T> && sizeof(T) <= sizeof(u64));
    assert(v < MOD);
    if constexpr (is_signed_v<T>) {
      if (v <= u64(numeric_limits<T>::max())) return T(v);
      u64 x = MOD - v;
      assert(i128(x) <= -i128(numeric_limits<T>::min()));
      return T(-i128(x));
    } else {
      assert(v <= u64(numeric_limits<T>::max()));
      return T(v);
    }
  }
};
inline RollingHashBase::u64 RollingHashBase::base = []() {
  random_device seed_gen;
  mt19937_64 rnd(seed_gen());
  return uniform_int_distribution<u64>(256, MOD - 2)(rnd);
}();
#line 4 "string/rolling-hash-value.hpp"

struct RollingHashValue : RollingHashBase {
  u64 hash, power;
  RollingHashValue() : hash(0), power(1) {}
  RollingHashValue(u64 h, u64 p) : hash(h), power(p) {}
  template <class T>
  static RollingHashValue single(T v) {
    return RollingHashValue(normalize(v), base);
  }
  RollingHashValue& operator+=(RollingHashValue rhs) {
    hash = add(mul(hash, rhs.power), rhs.hash);
    power = mul(power, rhs.power);
    return *this;
  }
  friend RollingHashValue operator+(RollingHashValue lhs, RollingHashValue rhs) {
    return lhs += rhs;
  }
  friend bool operator==(RollingHashValue lhs, RollingHashValue rhs) {
    return lhs.hash == rhs.hash && lhs.power == rhs.power;
  }
};

struct RollingHashValueReversible : RollingHashBase {
  u64 hash, reverse_hash, power;
  RollingHashValueReversible() : hash(0), reverse_hash(0), power(1) {}
  RollingHashValueReversible(u64 h, u64 rh, u64 p) : hash(h), reverse_hash(rh), power(p) {}
  template <class T>
  static RollingHashValueReversible single(T v) {
    u64 h = normalize(v);
    return RollingHashValueReversible(h, h, base);
  }
  RollingHashValueReversible& operator+=(RollingHashValueReversible rhs) {
    hash = add(mul(hash, rhs.power), rhs.hash);
    reverse_hash = add(reverse_hash, mul(rhs.reverse_hash, power));
    power = mul(power, rhs.power);
    return *this;
  }
  RollingHashValueReversible reversed() const {
    return RollingHashValueReversible(reverse_hash, hash, power);
  }
  friend RollingHashValueReversible operator+(RollingHashValueReversible lhs,
                                              RollingHashValueReversible rhs) {
    return lhs += rhs;
  }
  friend bool operator==(RollingHashValueReversible lhs, RollingHashValueReversible rhs) {
    return lhs.hash == rhs.hash && lhs.reverse_hash == rhs.reverse_hash &&
           lhs.power == rhs.power;
  }
};
#line 4 "string/rolling-hash.hpp"

struct RollingHash : RollingHashBase {
  vector<RollingHashValue> prefix;
  RollingHash() : prefix(1) {}
  template <class T>
  RollingHash(const vector<T>& a) : RollingHash() {
    for (auto v : a) push(v);
  }
  RollingHash(const string& s) : RollingHash() {
    for (auto c : s) push(c);
  }
  template <class T>
  void push(T v) { prefix.push_back(prefix.back() + RollingHashValue::single(v)); }
  int size() const { return prefix.size() - 1; }
  RollingHashValue slice(int l, int r) const {
    assert(0 <= l && l <= r && r <= size());
    u64 power = prefix[r - l].power;
    return RollingHashValue(sub(prefix[r].hash, mul(prefix[l].hash, power)), power);
  }
};
#line 2 "string/rolling-hash-segment-tree.hpp"

#line 2 "algebraic-structure/util.hpp"
#ifdef __cpp_concepts
#define REQUIRES(...) requires __VA_ARGS__
#else
#define REQUIRES(...)
#endif
#line 3 "algebraic-structure/magma.hpp"

#ifdef __cpp_concepts
template <class M>
concept Magma = requires(typename M::value_type x, typename M::value_type y) {
  typename M::value_type;
  { M::op(x, y) } -> same_as<typename M::value_type>;
};
#endif

template <class T>
struct AddMagma {
  using value_type = T;
  static T op(T x, T y) { return x + y; }
};
template <class T>
struct MulMagma {
  using value_type = T;
  static T op(T x, T y) { return x * y; }
};
template <class T, T id>
struct MaxMagma {
  using value_type = T;
  static T op(T x, T y) { return x > y ? x : y; }
};
template <class T, T id>
struct MinMagma {
  using value_type = T;
  static T op(T x, T y) { return x < y ? x : y; }
};
#line 3 "algebraic-structure/monoid.hpp"

#ifdef __cpp_concepts
template <class M>
concept Monoid = Magma<M> && requires {
  { M::e() } -> same_as<typename M::value_type>;
};
#endif

template <class T>
struct AddMonoid {
  using value_type = T;
  static T op(T x, T y) { return x + y; }
  static T e() { return T(0); }
};
template <class T>
struct MulMonoid {
  using value_type = T;
  static T op(T x, T y) { return x * y; }
  static T e() { return T(1); }
};
template <class T, T id>
struct MaxMonoid {
  using value_type = T;
  static T op(T x, T y) { return x > y ? x : y; }
  static T e() { return id; }
};
template <class T, T id>
struct MinMonoid {
  using value_type = T;
  static T op(T x, T y) { return x < y ? x : y; }
  static T e() { return id; }
};
#line 3 "segment-tree/segment-tree.hpp"

template <class M>
REQUIRES(Monoid<M>)
struct SegmentTree {
  using T = typename M::value_type;

 private:
  int _n, size, log;
  vector<T> d;
  void update(int p) { d[p] = M::op(d[2 * p], d[2 * p + 1]); }

 public:
  SegmentTree() : SegmentTree(0) {}
  explicit SegmentTree(int sz) : SegmentTree(vector<T>(sz, M::e())) {}
  explicit SegmentTree(const vector<T>& v) : _n(v.size()) {
    size = 1, log = 0;
    while (size < _n) size <<= 1, log++;
    d.assign(2 * size, M::e());
    for (int i = 0; i < _n; i++) d[size + i] = v[i];
    for (int i = size - 1; i > 0; i--) update(i);
  }
  void clear() { fill(d.begin(), d.end(), M::e()); }

  void set_without_update(int p, T v) { d[p + size] = v; }
  void all_update() {
    for (int i = size - 1; i > 0; i--) update(i);
  }
  T get(int p) {
    assert(0 <= p && p <= _n);
    return d[p + size];
  }
  void set(int p, T v) {
    assert(0 <= p && p <= _n);
    p += size;
    d[p] = v;
    for (int i = 1; i <= log; i++) update(p >> i);
  }
  void apply(int p, T v) {
    assert(0 <= p && p <= _n);
    p += size;
    d[p] = M::op(d[p], v);
    for (int i = 1; i <= log; i++) update(p >> i);
  }
  T all_prod() { return d[1]; }
  T prod(int l, int r) {
    if (l >= r) return M::e();
    assert(0 <= l && l <= r && r <= _n);
    T sl = M::e(), sr = M::e();
    l += size, r += size;
    while (l < r) {
      if ((l & 1) != 0) sl = M::op(sl, d[l++]);
      if ((r & 1) != 0) sr = M::op(d[--r], sr);
      l >>= 1, r >>= 1;
    }
    return M::op(sl, sr);
  }

  template <bool (*f)(T)>
  int max_right(int l) const {
    return max_right(l, [](T x) { return f(x); });
  }
  template <class F>
  int max_right(int l, F f) const {
    assert(0 <= l && l <= size);
    assert(f(M::e()));
    if (l == _n) return _n;
    l += size;
    T s = M::e();
    do {
      while (l % 2 == 0) l >>= 1;
      if (!f(M::op(s, d[l]))) {
        while (l < size) {
          l <<= 1;
          if (f(M::op(s, d[l]))) s = M::op(s, d[l++]);
        }
        return l - size;
      }
      s = M::op(s, d[l++]);
    } while ((l & -l) != l);
    return _n;
  }

  template <bool (*f)(T)>
  int min_left(int r) const {
    return min_left(r, [](T x) { return f(x); });
  }
  template <class F>
  int min_left(int r, F f) const {
    assert(0 <= r && r <= _n);
    assert(f(M::e()));
    if (r == 0) return 0;
    r += size;
    T s = M::e();
    do {
      r--;
      while (r > 1 && (r % 2)) r >>= 1;
      if (!f(M::op(d[r], s))) {
        while (r < size) {
          r <<= 1, r++;
          if (f(M::op(d[r], s))) s = M::op(d[r--], s);
        }
        return r + 1 - size;
      }
      s = M::op(d[r], s);
    } while ((r & -r) != r);
    return 0;
  }
};

/**
 * @brief Segment Tree
 * @docs docs/segment-tree/segment-tree.md
 */
#line 2 "string/rolling-hash-monoid.hpp"

#line 4 "string/rolling-hash-monoid.hpp"

struct RollingHashMonoid {
  using value_type = RollingHashValue;
  static value_type op(value_type x, value_type y) { return x + y; }
  static value_type e() { return value_type(); }
  template <class T>
  static value_type single(T v) {
    return value_type::single(v);
  }
  template <class Sequence>
  static vector<value_type> init(const Sequence& a) {
    vector<value_type> v(a.size());
    for (int i = 0; i < (int)a.size(); i++) v[i] = single(a[i]);
    return v;
  }
};

struct RollingHashMonoidReversible {
  using value_type = RollingHashValueReversible;
  static value_type op(value_type x, value_type y) { return x + y; }
  static value_type e() { return value_type(); }
  template <class T>
  static value_type single(T v) {
    return value_type::single(v);
  }
  template <class Sequence>
  static vector<value_type> init(const Sequence& a) {
    vector<value_type> v(a.size());
    for (int i = 0; i < (int)a.size(); i++) v[i] = single(a[i]);
    return v;
  }
};
#line 5 "string/rolling-hash-segment-tree.hpp"

template <class Value = char>
struct RollingHashSegmentTree : SegmentTree<RollingHashMonoid> {
  using M = RollingHashMonoid;
  using SegTree = SegmentTree<M>;
  RollingHashSegmentTree() : SegTree() {}
  explicit RollingHashSegmentTree(const vector<Value>& a) : SegTree(M::init(a)) {}
  explicit RollingHashSegmentTree(const string& s) : SegTree(M::init(s)) {}
  void set(int p, Value v) { SegTree::set(p, M::single(v)); }
  Value get(int p) { return RollingHashBase::restore<Value>(SegTree::get(p).hash); }
  RollingHashValue prod(int l, int r) { return SegTree::prod(l, r); }
};

template <class Value = char>
struct RollingHashSegmentTreeReversible : SegmentTree<RollingHashMonoidReversible> {
  using M = RollingHashMonoidReversible;
  using SegTree = SegmentTree<M>;
  RollingHashSegmentTreeReversible() : SegTree() {}
  explicit RollingHashSegmentTreeReversible(const vector<Value>& a) : SegTree(M::init(a)) {}
  explicit RollingHashSegmentTreeReversible(const string& s) : SegTree(M::init(s)) {}
  void set(int p, Value v) { SegTree::set(p, M::single(v)); }
  Value get(int p) { return RollingHashBase::restore<Value>(SegTree::get(p).hash); }
  RollingHashValueReversible prod(int l, int r) { return SegTree::prod(l, r); }
};
#line 2 "util/xorshift.hpp"

namespace XORShift {
unsigned int xor32() {
  static unsigned int x = 123456789u;
  x ^= x << 13, x ^= x >> 17, x ^= x << 5;
  return x;
}
unsigned long long xor64() {
  static unsigned long long x = 123456789ull;
  x ^= x << 13, x ^= x >> 7, x ^= x << 17;
  return x;
}
};  // namespace XORShift

/**
 * @brief XOR shift
 */
#line 7 "verify/string/UNIT_rolling_hash.test.cpp"

void check_static(const vector<int>& a) {
  RollingHash hash(a);
  RollingHashSegmentTree<int> seg(a);
  assert(hash.size() == (int)a.size());
  for (int l = 0; l <= (int)a.size(); l++) {
    for (int r = l; r <= (int)a.size(); r++) {
      RollingHash direct(vector<int>(a.begin() + l, a.begin() + r));
      assert(hash.slice(l, r) == direct.slice(0, r - l));
      assert(seg.prod(l, r) == hash.slice(l, r));
    }
  }
  for (int l = 0; l <= (int)a.size(); l++) {
    for (int m = l; m <= (int)a.size(); m++) {
      for (int r = m; r <= (int)a.size(); r++) {
        assert(hash.slice(l, m) + hash.slice(m, r) == hash.slice(l, r));
      }
    }
  }
}

void test_value() {
  static_assert(sizeof(RollingHashValue) == 2 * sizeof(uint64_t));
  static_assert(sizeof(RollingHashValueReversible) == 3 * sizeof(uint64_t));
  RollingHashBase::base = 911382323;
  assert(RollingHashValue() == RollingHashValue(0, 1));
  assert(RollingHashValue::single(-1).hash == RollingHashBase::MOD - 1);
  assert(RollingHashValue::single(0).hash == 0);
  assert(RollingHashValue::single(1).hash == 1);

  RollingHash zero(vector<int>{0});
  RollingHash zeros(vector<int>{0, 0});
  assert(zero.slice(0, 1).hash == zeros.slice(0, 2).hash);
  assert(zero.slice(0, 1) != zeros.slice(0, 2));

  for (long long v :
       {numeric_limits<long long>::min(), -(long long)RollingHashBase::MOD - 1, -1ll, 0ll, 1ll,
        (long long)RollingHashBase::MOD, numeric_limits<long long>::max()}) {
    RollingHashBase::i128 expected = RollingHashBase::i128(v) % RollingHashBase::MOD;
    if (expected < 0) expected += RollingHashBase::MOD;
    assert(RollingHashBase::normalize(v) == RollingHashBase::u64(expected));
  }
  assert(RollingHashBase::restore<int>(RollingHashBase::normalize(numeric_limits<int>::min())) ==
         numeric_limits<int>::min());
  assert(RollingHashBase::restore<int>(RollingHashBase::normalize(numeric_limits<int>::max())) ==
         numeric_limits<int>::max());

  auto x = RollingHashValueReversible::single(-1);
  assert(x.hash == RollingHashBase::MOD - 1);
  assert(x.hash == x.reverse_hash);
  assert(x.reversed() == x);
}

void test_static() {
  check_static({});
  check_static({0});
  check_static({-3, 0, 1, -1, 1000000000, -1000000000});
  string s = "abracadabra";
  RollingHash hash(s);
  RollingHashSegmentTree seg(s);
  for (int l = 0; l <= (int)s.size(); l++)
    for (int r = l; r <= (int)s.size(); r++) assert(seg.prod(l, r) == hash.slice(l, r));
}

void test_segment_tree() {
  int n = 30;
  vector<int> a(n);
  for (int i = 0; i < n; i++) a[i] = int(XORShift::xor32() % 2001) - 1000;
  RollingHashSegmentTree<int> seg(a);
  for (int t = 0; t < 1000; t++) {
    if (XORShift::xor32() & 1) {
      int p = XORShift::xor32() % n;
      a[p] = int(XORShift::xor32() % 2000000001) - 1000000000;
      seg.set(p, a[p]);
      assert(seg.get(p) == a[p]);
    } else {
      int l = XORShift::xor32() % (n + 1);
      int r = XORShift::xor32() % (n + 1);
      if (l > r) swap(l, r);
      RollingHash hash(a);
      assert(seg.prod(l, r) == hash.slice(l, r));
    }
  }
}

void test_reversible() {
  vector<int> a = {-3, 0, 1, -1, 4, 0};
  RollingHashSegmentTreeReversible<int> seg(a);
  RollingHash hash(a);
  for (int l = 0; l <= (int)a.size(); l++) {
    for (int r = l; r <= (int)a.size(); r++) {
      auto value = seg.prod(l, r);
      vector<int> b(a.begin() + l, a.begin() + r);
      reverse(b.begin(), b.end());
      RollingHash reversed(b);
      assert(value.hash == hash.slice(l, r).hash);
      assert(value.reverse_hash == reversed.slice(0, b.size()).hash);
      assert(value.power == hash.slice(l, r).power);
      assert(value.reversed().hash == value.reverse_hash);
      assert(value.reversed().reverse_hash == value.hash);
      for (int m = l; m <= r; m++) {
        auto left = seg.prod(l, m), right = seg.prod(m, r);
        assert(left + right == value);
        assert(value.reversed() == right.reversed() + left.reversed());
      }
    }
  }
  seg.set(2, -100);
  a[2] = -100;
  assert(seg.get(2) == a[2]);
  RollingHash updated(a);
  assert(seg.prod(0, a.size()).hash == updated.slice(0, a.size()).hash);
}

int main() {
  test_value();
  test_static();
  test_segment_tree();
  test_reversible();

  int a, b;
  in(a, b);
  out(a + b);
}
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