242 lines
5.4 KiB
C++
242 lines
5.4 KiB
C++
#ifndef SIMULATED_ANNEALING_HEADER_12647_H
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#define SIMULATED_ANNEALING_HEADER_12647_H
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#define SIMULATED_ANNEALING_DISABLE_SHOWCRATES 1
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#define SIMULATED_ANNEALING_DISABLE_SHOWITRNUM 2
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#include <algorithm>
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#include <iostream>
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#include <random>
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#include <set>
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#include <utility>
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#include <vector>
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#include <queue>
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namespace sa {
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using content = std::priority_queue<long long, std::vector<long long>, std::greater<>>;
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class box {
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content items;
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long long fullness{};
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friend void swap(box &one, box &two) {
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using std::swap;
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swap(one.items, two.items);
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swap(one.fullness, two.fullness);
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}
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void pop() {
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fullness -= items.top();
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items.pop();
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}
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public:
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box() = default;
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box(const content &items, long long fullness):
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items(items), fullness(fullness) {}
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void add_item(long long item) {
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fullness += item;
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items.push(item);
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}
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void clear() {
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while (!items.empty()) {
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items.pop();
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}
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fullness = 0;
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}
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auto swappable10(box &other, int capacity) -> bool {
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return items.top() + other.fullness <= capacity;
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}
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void swap10(box &other) {
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other.add_item(items.top());
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pop();
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}
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auto swappable11(box &other, int capacity) -> bool {
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long long choice1 = items.top();
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long long choice2 = other.items.top();
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return choice1 + other.fullness - choice2 <= capacity &&
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choice2 + fullness - choice1 <= capacity;
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}
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void swap11(box &other) {
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long long choice1 = items.top();
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long long choice2 = other.items.top();
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pop();
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other.pop();
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add_item(choice2);
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other.add_item(choice1);
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}
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void print(int ind) {
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std::cout << "Caixa " << ind << ":";
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content tmp;
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while (!items.empty()) {
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std::cout << ' ' << items.top();
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items.pop();
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}
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std::cout << '\n';
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}
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[[nodiscard]] auto empty() const -> bool {
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return fullness == 0;
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}
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};
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class solution {
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std::vector<box> boxes;
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std::mt19937_64 gen;
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long long fitness;
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int capacity;
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int iterations;
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int iteration;
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friend void swap(solution &one, solution &two) {
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using std::swap;
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swap(one.boxes, two.boxes);
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swap(one.gen, two.gen);
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swap(one.capacity, two.capacity);
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swap(one.fitness, two.fitness);
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swap(one.iterations, two.iterations);
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swap(one.iteration, two.iteration);
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}
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void random_swap(int choice, std::vector<int> &sequence10, std::vector<int> &sequence11) {
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typedef void (box::*swap)(box&);
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swap swaps[2] = {
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&box::swap10,
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&box::swap11
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};
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std::vector<int>* sequences[2] = {
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&sequence10,
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&sequence11
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};
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std::uniform_real_distribution<> rand(0, 1);
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int now = rand(gen) > 0.3 ? 0 : 1;
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if (sequences[now]->empty()) {
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now ^= 1;
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if (sequences[now]->empty()) {
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return;
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}
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}
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std::uniform_int_distribution<> dist(0, (int)sequences[now]->size() - 1);
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(boxes[choice].*swaps[now])(boxes[(*sequences[now])[dist(gen)]]);
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}
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public:
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solution() = default;
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solution(const solution &other, int itr): boxes(other.boxes), gen(other.gen),
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fitness(other.fitness), capacity(other.capacity),
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iteration(itr) {}
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solution(const std::vector<long long> &items, int capacity): // Gera a solução inicial
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gen(std::random_device()()), capacity(capacity),
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iteration(0) {
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std::multiset<long long> its;
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for (auto i : items) {
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its.insert(i);
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}
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long long cap = capacity;
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box tmp;
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while (!its.empty()) {
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auto itr = its.upper_bound(cap);
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if (itr == its.begin()) {
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cap = capacity;
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cap -= *its.begin();
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itr = its.begin();
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this->boxes.emplace_back(tmp);
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tmp.clear();
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} else {
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itr--;
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cap -= *itr;
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}
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tmp.add_item(*itr);
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its.erase(itr);
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}
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if (!tmp.empty()) {
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this->boxes.emplace_back(tmp);
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}
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fitness = (int)this->boxes.size();
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}
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void setneighbor() { // Gera um vizinho da solução
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int choice = std::uniform_int_distribution<>(0, (int)boxes.size() - 1)(gen);
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std::vector<int> sequence10;
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std::vector<int> sequence11;
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sequence10.reserve(boxes.size());
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sequence11.reserve(boxes.size());
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for (size_t i = 0; i < choice; i++) {
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if (boxes[choice].swappable10(boxes[i], capacity)) {
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sequence10.push_back((int)i);
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}
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if (boxes[choice].swappable11(boxes[i], capacity)) {
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sequence11.push_back((int)i);
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}
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}
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for (size_t i = choice + 1; i < boxes.size(); i++) {
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if (boxes[choice].swappable10(boxes[i], capacity)) {
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sequence10.push_back((int)i);
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}
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if (boxes[choice].swappable11(boxes[i], capacity)) {
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sequence11.push_back((int)i);
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}
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}
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random_swap(choice, sequence10, sequence11);
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if (boxes[choice].empty()) {
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swap(boxes[choice], boxes[boxes.size() - 1]);
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boxes.pop_back();
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fitness = (int)boxes.size();
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}
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}
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void randomize() {
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std::shuffle(boxes.begin(), boxes.end(), gen);
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}
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void print_sol(char flags = 0) {
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if(!(flags & SIMULATED_ANNEALING_DISABLE_SHOWITRNUM)){
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std::cout << "Iteração da solução: " << iteration << '\n';
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std::cout << "Número de iterações calculadas: " << iterations << '\n';
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}
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std::cout << "Número de caixas: " << fitness << '\n';
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if(!(flags & SIMULATED_ANNEALING_DISABLE_SHOWCRATES)){
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for (size_t i = 0; i < boxes.size(); i++) {
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boxes[i].print((int)i + 1);
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}
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}
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}
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void setiterations(int itr) {
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iterations = itr;
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}
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static auto simulated_annealing(int capacity, const std::vector<long long> &items,
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double alpha, double temp,
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double temp_min) -> solution;
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};
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} // namespace sa
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#endif
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