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:heavy_check_mark: verify/verify-aoj-grl/aoj-grl-1-a-fast-dijkstra.test.cpp

Depends on

Code

#define PROBLEM \
  "http://judge.u-aizu.ac.jp/onlinejudge/description.jsp?id=GRL_1_A"

#include "../../template/template.hpp"
#include "../../shortest-path/dijkstra-fast.hpp"

using namespace Nyaan; void Nyaan::solve() {
  ini(N, E, S);
  StaticGraph<int> g(N, E);
  rep(i, E) {
    ini(s, t, d);
    g.add_edge(s, t, d);
  }
  auto d = dijkstra(g, S);
  d.resize(N);
  each(x, d) {
    if (x == -1)
      out("INF");
    else
      out(x);
  }
}
#line 1 "verify/verify-aoj-grl/aoj-grl-1-a-fast-dijkstra.test.cpp"
#define PROBLEM \
  "http://judge.u-aizu.ac.jp/onlinejudge/description.jsp?id=GRL_1_A"

#line 2 "template/template.hpp"
using namespace std;

// intrinstic
#include <immintrin.h>

#include <algorithm>
#include <array>
#include <bitset>
#include <cassert>
#include <cctype>
#include <cfenv>
#include <cfloat>
#include <chrono>
#include <cinttypes>
#include <climits>
#include <cmath>
#include <complex>
#include <cstdarg>
#include <cstddef>
#include <cstdint>
#include <cstdio>
#include <cstdlib>
#include <cstring>
#include <deque>
#include <fstream>
#include <functional>
#include <initializer_list>
#include <iomanip>
#include <ios>
#include <iostream>
#include <istream>
#include <iterator>
#include <limits>
#include <list>
#include <map>
#include <memory>
#include <new>
#include <numeric>
#include <ostream>
#include <queue>
#include <random>
#include <set>
#include <sstream>
#include <stack>
#include <streambuf>
#include <string>
#include <tuple>
#include <type_traits>
#include <typeinfo>
#include <unordered_map>
#include <unordered_set>
#include <utility>
#include <vector>

// utility
#line 1 "template/util.hpp"
namespace Nyaan {
using ll = long long;
using i64 = long long;
using u64 = unsigned long long;
using i128 = __int128_t;
using u128 = __uint128_t;

template <typename T>
using V = vector<T>;
template <typename T>
using VV = vector<vector<T>>;
using vi = vector<int>;
using vl = vector<long long>;
using vd = V<double>;
using vs = V<string>;
using vvi = vector<vector<int>>;
using vvl = vector<vector<long long>>;
template <typename T>
using minpq = priority_queue<T, vector<T>, greater<T>>;

template <typename T, typename U>
struct P : pair<T, U> {
  template <typename... Args>
  P(Args... args) : pair<T, U>(args...) {}

  using pair<T, U>::first;
  using pair<T, U>::second;

  P &operator+=(const P &r) {
    first += r.first;
    second += r.second;
    return *this;
  }
  P &operator-=(const P &r) {
    first -= r.first;
    second -= r.second;
    return *this;
  }
  P &operator*=(const P &r) {
    first *= r.first;
    second *= r.second;
    return *this;
  }
  template <typename S>
  P &operator*=(const S &r) {
    first *= r, second *= r;
    return *this;
  }
  P operator+(const P &r) const { return P(*this) += r; }
  P operator-(const P &r) const { return P(*this) -= r; }
  P operator*(const P &r) const { return P(*this) *= r; }
  template <typename S>
  P operator*(const S &r) const {
    return P(*this) *= r;
  }
  P operator-() const { return P{-first, -second}; }
};

using pl = P<ll, ll>;
using pi = P<int, int>;
using vp = V<pl>;

constexpr int inf = 1001001001;
constexpr long long infLL = 4004004004004004004LL;

template <typename T>
int sz(const T &t) {
  return t.size();
}

template <typename T, typename U>
inline bool amin(T &x, U y) {
  return (y < x) ? (x = y, true) : false;
}
template <typename T, typename U>
inline bool amax(T &x, U y) {
  return (x < y) ? (x = y, true) : false;
}

template <typename T>
inline T Max(const vector<T> &v) {
  return *max_element(begin(v), end(v));
}
template <typename T>
inline T Min(const vector<T> &v) {
  return *min_element(begin(v), end(v));
}
template <typename T>
inline long long Sum(const vector<T> &v) {
  return accumulate(begin(v), end(v), 0LL);
}

template <typename T>
int lb(const vector<T> &v, const T &a) {
  return lower_bound(begin(v), end(v), a) - begin(v);
}
template <typename T>
int ub(const vector<T> &v, const T &a) {
  return upper_bound(begin(v), end(v), a) - begin(v);
}

constexpr long long TEN(int n) {
  long long ret = 1, x = 10;
  for (; n; x *= x, n >>= 1) ret *= (n & 1 ? x : 1);
  return ret;
}

template <typename T, typename U>
pair<T, U> mkp(const T &t, const U &u) {
  return make_pair(t, u);
}

template <typename T>
vector<T> mkrui(const vector<T> &v, bool rev = false) {
  vector<T> ret(v.size() + 1);
  if (rev) {
    for (int i = int(v.size()) - 1; i >= 0; i--) ret[i] = v[i] + ret[i + 1];
  } else {
    for (int i = 0; i < int(v.size()); i++) ret[i + 1] = ret[i] + v[i];
  }
  return ret;
};

template <typename T>
vector<T> mkuni(const vector<T> &v) {
  vector<T> ret(v);
  sort(ret.begin(), ret.end());
  ret.erase(unique(ret.begin(), ret.end()), ret.end());
  return ret;
}

template <typename F>
vector<int> mkord(int N, F f) {
  vector<int> ord(N);
  iota(begin(ord), end(ord), 0);
  sort(begin(ord), end(ord), f);
  return ord;
}

template <typename T>
vector<int> mkinv(vector<T> &v) {
  int max_val = *max_element(begin(v), end(v));
  vector<int> inv(max_val + 1, -1);
  for (int i = 0; i < (int)v.size(); i++) inv[v[i]] = i;
  return inv;
}

vector<int> mkiota(int n) {
  vector<int> ret(n);
  iota(begin(ret), end(ret), 0);
  return ret;
}

template <typename T>
T mkrev(const T &v) {
  T w{v};
  reverse(begin(w), end(w));
  return w;
}

template <typename T>
bool nxp(vector<T> &v) {
  return next_permutation(begin(v), end(v));
}

// 返り値の型は入力の T に依存
// i 要素目 : [0, a[i])
template <typename T>
vector<vector<T>> product(const vector<T> &a) {
  vector<vector<T>> ret;
  vector<T> v;
  auto dfs = [&](auto rc, int i) -> void {
    if (i == (int)a.size()) {
      ret.push_back(v);
      return;
    }
    for (int j = 0; j < a[i]; j++) v.push_back(j), rc(rc, i + 1), v.pop_back();
  };
  dfs(dfs, 0);
  return ret;
}

// F : function(void(T&)), mod を取る操作
// T : 整数型のときはオーバーフローに注意する
template <typename T>
T Power(T a, long long n, const T &I, const function<void(T &)> &f) {
  T res = I;
  for (; n; f(a = a * a), n >>= 1) {
    if (n & 1) f(res = res * a);
  }
  return res;
}
// T : 整数型のときはオーバーフローに注意する
template <typename T>
T Power(T a, long long n, const T &I) {
  return Power(a, n, I, function<void(T &)>{[](T &) -> void {}});
}

}  // namespace Nyaan
#line 58 "template/template.hpp"

// bit operation
#line 1 "template/bitop.hpp"
namespace Nyaan {
__attribute__((target("popcnt"))) inline int popcnt(const u64 &a) {
  return _mm_popcnt_u64(a);
}
inline int lsb(const u64 &a) { return a ? __builtin_ctzll(a) : 64; }
inline int ctz(const u64 &a) { return a ? __builtin_ctzll(a) : 64; }
inline int msb(const u64 &a) { return a ? 63 - __builtin_clzll(a) : -1; }
template <typename T>
inline int gbit(const T &a, int i) {
  return (a >> i) & 1;
}
template <typename T>
inline void sbit(T &a, int i, bool b) {
  if (gbit(a, i) != b) a ^= T(1) << i;
}
constexpr long long PW(int n) { return 1LL << n; }
constexpr long long MSK(int n) { return (1LL << n) - 1; }
}  // namespace Nyaan
#line 61 "template/template.hpp"

// inout
#line 1 "template/inout.hpp"
namespace Nyaan {

template <typename T, typename U>
ostream &operator<<(ostream &os, const pair<T, U> &p) {
  os << p.first << " " << p.second;
  return os;
}
template <typename T, typename U>
istream &operator>>(istream &is, pair<T, U> &p) {
  is >> p.first >> p.second;
  return is;
}

template <typename T>
ostream &operator<<(ostream &os, const vector<T> &v) {
  int s = (int)v.size();
  for (int i = 0; i < s; i++) os << (i ? " " : "") << v[i];
  return os;
}
template <typename T>
istream &operator>>(istream &is, vector<T> &v) {
  for (auto &x : v) is >> x;
  return is;
}

istream &operator>>(istream &is, __int128_t &x) {
  string S;
  is >> S;
  x = 0;
  int flag = 0;
  for (auto &c : S) {
    if (c == '-') {
      flag = true;
      continue;
    }
    x *= 10;
    x += c - '0';
  }
  if (flag) x = -x;
  return is;
}

istream &operator>>(istream &is, __uint128_t &x) {
  string S;
  is >> S;
  x = 0;
  for (auto &c : S) {
    x *= 10;
    x += c - '0';
  }
  return is;
}

ostream &operator<<(ostream &os, __int128_t x) {
  if (x == 0) return os << 0;
  if (x < 0) os << '-', x = -x;
  string S;
  while (x) S.push_back('0' + x % 10), x /= 10;
  reverse(begin(S), end(S));
  return os << S;
}
ostream &operator<<(ostream &os, __uint128_t x) {
  if (x == 0) return os << 0;
  string S;
  while (x) S.push_back('0' + x % 10), x /= 10;
  reverse(begin(S), end(S));
  return os << S;
}

void in() {}
template <typename T, class... U>
void in(T &t, U &...u) {
  cin >> t;
  in(u...);
}

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...);
}

struct IoSetupNya {
  IoSetupNya() {
    cin.tie(nullptr);
    ios::sync_with_stdio(false);
    cout << fixed << setprecision(15);
    cerr << fixed << setprecision(7);
  }
} iosetupnya;

}  // namespace Nyaan
#line 64 "template/template.hpp"

// debug
#line 1 "template/debug.hpp"
namespace DebugImpl {

template <typename U, typename = void>
struct is_specialize : false_type {};
template <typename U>
struct is_specialize<
    U, typename conditional<false, typename U::iterator, void>::type>
    : true_type {};
template <typename U>
struct is_specialize<
    U, typename conditional<false, decltype(U::first), void>::type>
    : true_type {};
template <typename U>
struct is_specialize<U, enable_if_t<is_integral<U>::value, void>> : true_type {
};

void dump(const char& t) { cerr << t; }

void dump(const string& t) { cerr << t; }

void dump(const bool& t) { cerr << (t ? "true" : "false"); }

void dump(__int128_t t) {
  if (t == 0) cerr << 0;
  if (t < 0) cerr << '-', t = -t;
  string S;
  while (t) S.push_back('0' + t % 10), t /= 10;
  reverse(begin(S), end(S));
  cerr << S;
}

void dump(__uint128_t t) {
  if (t == 0) cerr << 0;
  string S;
  while (t) S.push_back('0' + t % 10), t /= 10;
  reverse(begin(S), end(S));
  cerr << S;
}

template <typename U,
          enable_if_t<!is_specialize<U>::value, nullptr_t> = nullptr>
void dump(const U& t) {
  cerr << t;
}

template <typename T>
void dump(const T& t, enable_if_t<is_integral<T>::value>* = nullptr) {
  string res;
  if (t == Nyaan::inf) res = "inf";
  if constexpr (is_signed<T>::value) {
    if (t == -Nyaan::inf) res = "-inf";
  }
  if constexpr (sizeof(T) == 8) {
    if (t == Nyaan::infLL) res = "inf";
    if constexpr (is_signed<T>::value) {
      if (t == -Nyaan::infLL) res = "-inf";
    }
  }
  if (res.empty()) res = to_string(t);
  cerr << res;
}

template <typename T, typename U>
void dump(const pair<T, U>&);
template <typename T>
void dump(const pair<T*, int>&);

template <typename T>
void dump(const T& t,
          enable_if_t<!is_void<typename T::iterator>::value>* = nullptr) {
  cerr << "[ ";
  for (auto it = t.begin(); it != t.end();) {
    dump(*it);
    cerr << (++it == t.end() ? "" : ", ");
  }
  cerr << " ]";
}

template <typename T, typename U>
void dump(const pair<T, U>& t) {
  cerr << "( ";
  dump(t.first);
  cerr << ", ";
  dump(t.second);
  cerr << " )";
}

template <typename T>
void dump(const pair<T*, int>& t) {
  cerr << "[ ";
  for (int i = 0; i < t.second; i++) {
    dump(t.first[i]);
    cerr << (i == t.second - 1 ? "" : ", ");
  }
  cerr << " ]";
}

void trace() { cerr << endl; }
template <typename Head, typename... Tail>
void trace(Head&& head, Tail&&... tail) {
  cerr << " ";
  dump(head);
  if (sizeof...(tail) != 0) cerr << ",";
  trace(forward<Tail>(tail)...);
}

}  // namespace DebugImpl

#ifdef NyaanDebug
#define trc(...)                            \
  do {                                      \
    cerr << "## " << #__VA_ARGS__ << " = "; \
    DebugImpl::trace(__VA_ARGS__);          \
  } while (0)
#else
#define trc(...) (void(0))
#endif

#ifdef NyaanLocal
#define trc2(...)                           \
  do {                                      \
    cerr << "## " << #__VA_ARGS__ << " = "; \
    DebugImpl::trace(__VA_ARGS__);          \
  } while (0)
#else
#define trc2(...) (void(0))
#endif
#line 67 "template/template.hpp"

// macro
#line 1 "template/macro.hpp"
#define each(x, v) for (auto&& x : v)
#define each2(x, y, v) for (auto&& [x, y] : v)
#define all(v) (v).begin(), (v).end()
#define rep(i, N) for (long long i = 0; i < (long long)(N); i++)
#define repr(i, N) for (long long i = (long long)(N)-1; i >= 0; i--)
#define rep1(i, N) for (long long i = 1; i <= (long long)(N); i++)
#define repr1(i, N) for (long long i = (N); (long long)(i) > 0; i--)
#define reg(i, a, b) for (long long i = (a); i < (b); i++)
#define regr(i, a, b) for (long long i = (b)-1; i >= (a); i--)
#define fi first
#define se second
#define ini(...)   \
  int __VA_ARGS__; \
  in(__VA_ARGS__)
#define inl(...)         \
  long long __VA_ARGS__; \
  in(__VA_ARGS__)
#define ins(...)      \
  string __VA_ARGS__; \
  in(__VA_ARGS__)
#define in2(s, t)                           \
  for (int i = 0; i < (int)s.size(); i++) { \
    in(s[i], t[i]);                         \
  }
#define in3(s, t, u)                        \
  for (int i = 0; i < (int)s.size(); i++) { \
    in(s[i], t[i], u[i]);                   \
  }
#define in4(s, t, u, v)                     \
  for (int i = 0; i < (int)s.size(); i++) { \
    in(s[i], t[i], u[i], v[i]);             \
  }
#define die(...)             \
  do {                       \
    Nyaan::out(__VA_ARGS__); \
    return;                  \
  } while (0)
#line 70 "template/template.hpp"

namespace Nyaan {
void solve();
}
int main() { Nyaan::solve(); }
#line 2 "shortest-path/dijkstra-fast.hpp"

#line 2 "data-structure/radix-heap.hpp"

template <typename Key, typename Val>
struct RadixHeap {
  using uint = typename make_unsigned<Key>::type;
  static constexpr int bit = sizeof(Key) * 8;
  array<vector<pair<uint, Val> >, bit + 1> vs;
  array<uint, bit + 1> ms;

  int s;
  uint last;

  RadixHeap() : s(0), last(0) { fill(begin(ms), end(ms), uint(-1)); }

  bool empty() const { return s == 0; }

  int size() const { return s; }

  __attribute__((target("lzcnt"))) inline uint64_t getbit(uint a) const {
    return 64 - _lzcnt_u64(a);
  }

  void push(const uint &key, const Val &val) {
    s++;
    uint64_t b = getbit(key ^ last);
    vs[b].emplace_back(key, val);
    ms[b] = min(key, ms[b]);
  }

  pair<uint, Val> pop() {
    if (ms[0] == uint(-1)) {
      int idx = 1;
      while (ms[idx] == uint(-1)) idx++;
      last = ms[idx];
      for (auto &p : vs[idx]) {
        uint64_t b = getbit(p.first ^ last);
        vs[b].emplace_back(p);
        ms[b] = min(p.first, ms[b]);
      }
      vs[idx].clear();
      ms[idx] = uint(-1);
    }
    --s;
    auto res = vs[0].back();
    vs[0].pop_back();
    if (vs[0].empty()) ms[0] = uint(-1);
    return res;
  }
};

/**
 * @brief Radix Heap
 * @docs docs/data-structure/radix-heap.md
 */
#line 2 "graph/static-graph.hpp"

namespace StaticGraphImpl {

template <typename T, bool Cond = is_void<T>::value>
struct E;
template <typename T>
struct E<T, false> {
  int to;
  T cost;
  E() {}
  E(const int& v, const T& c) : to(v), cost(c) {}
  operator int() const { return to; }
};
template <typename T>
struct E<T, true> {
  int to;
  E() {}
  E(const int& v) : to(v) {}
  operator int() const { return to; }
};

template <typename T = void>
struct StaticGraph {
 private:
  template <typename It>
  struct Es {
    It b, e;
    It begin() const { return b; }
    It end() const { return e; }
    int size() const { return int(e - b); }
    auto&& operator[](int i) const { return b[i]; }
  };
  
  int N, M, ec;
  vector<int> head;
  vector<pair<int, E<T>>> buf;
  vector<E<T>> es;

  void build() {
    partial_sum(begin(head), end(head), begin(head));
    es.resize(M);
    for (auto&& [u, e] : buf) es[--head[u]] = e;
  }

 public:
  StaticGraph(int _n, int _m) : N(_n), M(_m), ec(0), head(N + 1, 0) {
    buf.reserve(M);
  }

  template <typename... Args>
  void add_edge(int u, Args&&... args) {
#pragma GCC diagnostic ignored "-Wnarrowing"
    buf.emplace_back(u, E<T>{std::forward<Args>(args)...});
#pragma GCC diagnostic warning "-Wnarrowing"
    ++head[u];
    if ((int)buf.size() == M) build();
  }

  Es<typename vector<E<T>>::iterator> operator[](int u) {
    return {begin(es) + head[u], begin(es) + head[u + 1]};
  }
  const Es<typename vector<E<T>>::const_iterator> operator[](int u) const {
    return {begin(es) + head[u], begin(es) + head[u + 1]};
  }
  int size() const { return N; }
};

}  // namespace StaticGraphImpl

using StaticGraphImpl::StaticGraph;

/**
 * @brief Static Graph
 * @docs docs/graph/static-graph.md
 */
#line 5 "shortest-path/dijkstra-fast.hpp"

template <typename T>
vector<T> dijkstra(StaticGraph<T>& g, int start = 0) {
  vector<T> d(g.size(), T(-1));
  RadixHeap<T, int> Q;
  d[start] = 0;
  Q.push(0, start);
  while (!Q.empty()) {
    auto p = Q.pop();
    int u = p.second;
    if (d[u] < T(p.first)) continue;
    T du = d[u];
    for (auto&& [v, c] : g[u]) {
      if (d[v] == T(-1) || du + c < d[v]) {
        d[v] = du + c;
        Q.push(d[v], v);
      }
    }
  }
  return d;
}

template <typename T>
T dijkstra_point(StaticGraph<T>& g, int start, int goal) {
  vector<T> d(g.size(), T(-1));
  RadixHeap<T, int> Q;
  d[start] = 0;
  Q.push(0, start);
  while (!Q.empty()) {
    auto p = Q.pop();
    int u = p.second;
    if(u == goal) return d[u];
    if (d[u] < T(p.first)) continue;
    T du = d[u];
    for (auto&& [v, c] : g[u]) {
      if (d[v] == T(-1) || du + c < d[v]) {
        d[v] = du + c;
        Q.push(d[v], v);
      }
    }
  }
  return -1;
}

template <typename T>
vector<pair<T, int>> dijkstra_restore(StaticGraph<T>& g, int start = 0) {
  vector<pair<T, int>> d(g.size(), {T(-1), -1});
  RadixHeap<T, int> Q;
  d[start] = {0, -1};
  Q.push(0, start);
  while (!Q.empty()) {
    auto p = Q.pop();
    int u = p.second;
    if (d[u].first < T(p.first)) continue;
    T du = d[u].first;
    for (auto&& [v, c] : g[u]) {
      if (d[v].first == T(-1) || du + c < d[v].first) {
        d[v] = {du + c, u};
        Q.push(du + c, v);
      }
    }
  }
  return d;
}

/*
 * @brief ダイクストラ法(定数倍高速化)
 * @docs docs/shortest-path/dijkstra-fast.md
 **/
#line 6 "verify/verify-aoj-grl/aoj-grl-1-a-fast-dijkstra.test.cpp"

using namespace Nyaan; void Nyaan::solve() {
  ini(N, E, S);
  StaticGraph<int> g(N, E);
  rep(i, E) {
    ini(s, t, d);
    g.add_edge(s, t, d);
  }
  auto d = dijkstra(g, S);
  d.resize(N);
  each(x, d) {
    if (x == -1)
      out("INF");
    else
      out(x);
  }
}
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