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163
graph/is_graph_bipartite.cpp
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163
graph/is_graph_bipartite.cpp
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/**
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* @file
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*
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* @brief Algorithm to check whether a graph is [bipartite](https://en.wikipedia.org/wiki/Bipartite_graph)
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*
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* @details
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* A graph is a collection of nodes also called vertices and these vertices
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* are connected by edges.A bipartite graph is a graph whose vertices can be
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* divided into two disjoint and independent sets U and V such that every edge
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* connects a vertex in U to one in V.
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*
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* The given Algorithm will determine whether the given graph is bipartite or not
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*
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* <pre>
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* Example - Here is a graph g1 with 5 vertices and is bipartite
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*
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* 1 4
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* / \ / \
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* 2 3 5
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*
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* Example - Here is a graph G2 with 3 vertices and is not bipartite
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*
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* 1 --- 2
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* \ /
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* 3
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*
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* </pre>
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*
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* @author [Akshat Vaya](https://github.com/AkVaya)
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*
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*/
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#include <iostream>
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#include <vector>
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#include <queue>
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/**
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* @namespace graph
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* @brief Graph algorithms
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*/
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namespace graph{
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/**
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* @namespace is_graph_bipartite
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* @brief Functions for checking whether a graph is bipartite or not
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*/
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namespace is_graph_bipartite{
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/**
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* @brief Class for representing graph as an adjacency list.
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*/
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class Graph {
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private:
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int n; /// size of the graph
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std::vector<std::vector <int> > adj; /// adj stores the graph as an adjacency list
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std::vector<int> side; ///stores the side of the vertex
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static const int nax = 5e5 + 1;
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public:
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/**
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* @brief Constructor that initializes the graph on creation
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*/
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explicit Graph(int size = nax){
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n = size;
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adj.resize(n);
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side.resize(n,-1);
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}
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void addEdge(int u, int v); /// function to add edges to our graph
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bool is_bipartite(); /// function to check whether the graph is bipartite or not
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};
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/**
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* @brief Function that add an edge between two nodes or vertices of graph
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*
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* @param u is a node or vertex of graph
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* @param v is a node or vertex of graph
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*/
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void Graph::addEdge(int u, int v) {
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adj[u-1].push_back(v-1);
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adj[v-1].push_back(u-1);
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}
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/**
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* @brief function that checks whether the graph is bipartite or not
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* the function returns true if the graph is a bipartite graph
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* the function returns false if the graph is not a bipartite graph
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*
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* @details
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* Here, side refers to the two disjoint subsets of the bipartite graph.
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* Initially, the values of side are set to -1 which is an unassigned state. A for loop is run for every vertex of the graph.
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* If the current edge has no side assigned to it, then a Breadth First Search operation is performed.
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* If two neighbours have the same side then the graph will not be bipartite and the value of check becomes false.
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* If and only if each pair of neighbours have different sides, the value of check will be true and hence the graph bipartite.
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*
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*/
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bool Graph::is_bipartite(){
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bool check = true;
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std::queue<int> q;
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for (int current_edge = 0; current_edge < n; ++current_edge)
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{
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if(side[current_edge] == -1){
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q.push(current_edge);
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side[current_edge] = 0;
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while(q.size()){
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int current = q.front();
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q.pop();
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for(auto neighbour : adj[current]){
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if(side[neighbour] == -1){
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side[neighbour] = (1 ^ side[current]);
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q.push(neighbour);
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}
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else{
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check &= (side[neighbour] != side[current]);
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}
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}
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}
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}
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}
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return check;
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}
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} /// namespace is_graph_bipartite
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} /// namespace graph
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/**
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* Function to test the above algorithm
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* @returns none
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*/
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static void test(){
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graph::is_graph_bipartite::Graph G1(5); /// creating graph G1 with 5 vertices
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/// adding edges to the graphs as per the illustrated example
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G1.addEdge(1,2);
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G1.addEdge(1,3);
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G1.addEdge(3,4);
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G1.addEdge(4,5);
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graph::is_graph_bipartite::Graph G2(3); /// creating graph G2 with 3 vertices
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/// adding edges to the graphs as per the illustrated example
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G2.addEdge(1,2);
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G2.addEdge(1,3);
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G2.addEdge(2,3);
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/// checking whether the graphs are bipartite or not
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if(G1.is_bipartite()){
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std::cout<<"The given graph G1 is a bipartite graph\n";
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}
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else{
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std::cout<<"The given graph G1 is not a bipartite graph\n";
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}
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if(G2.is_bipartite()){
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std::cout<<"The given graph G2 is a bipartite graph\n";
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}
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else{
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std::cout<<"The given graph G2 is not a bipartite graph\n";
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}
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}
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/**
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* Main function
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*/
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int main(){
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test(); ///Testing
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return 0;
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}
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/**
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/**
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* Recursively compute sequences
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* Recursively compute sequences
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*/
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*/
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int fibonacci(unsigned int n) {
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unsigned int fibonacci(unsigned int n) {
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/* If the input is 0 or 1 just return the same
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/* If the input is 0 or 1 just return the same
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This will set the first 2 values of the sequence */
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This will set the first 2 values of the sequence */
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if (n <= 1)
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if (n <= 1)
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return fibonacci(n - 1) + fibonacci(n - 2);
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return fibonacci(n - 1) + fibonacci(n - 2);
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}
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}
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/**
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* Function for testing the fibonacci() function with a few
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* test cases and assert statement.
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* @returns `void`
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*/
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static void test() {
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unsigned int test_case_1 = fibonacci(0);
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assert(test_case_1 == 0);
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std::cout << "Passed Test 1!" << std::endl;
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unsigned int test_case_2 = fibonacci(1);
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assert(test_case_2 == 1);
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std::cout << "Passed Test 2!" << std::endl;
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unsigned int test_case_3 = fibonacci(2);
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assert(test_case_3 == 1);
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std::cout << "Passed Test 3!" << std::endl;
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unsigned int test_case_4 = fibonacci(3);
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assert(test_case_4 == 2);
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std::cout << "Passed Test 4!" << std::endl;
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unsigned int test_case_5 = fibonacci(4);
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assert(test_case_5 == 3);
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std::cout << "Passed Test 5!" << std::endl;
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unsigned int test_case_6 = fibonacci(15);
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assert(test_case_6 == 610);
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std::cout << "Passed Test 6!" << std::endl << std::endl;
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}
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/// Main function
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/// Main function
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int main() {
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int main() {
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test();
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int n;
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int n;
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std::cin >> n;
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std::cin >> n;
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assert(n >= 0);
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assert(n >= 0);
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