chore: import upstream snapshot with attribution
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/**
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* @brief Check whether a given graph is bipartite or not
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* @details
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* A bipartite graph is the one whose nodes can be divided into two
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* disjoint sets in such a way that the nodes in a set are not
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* connected to each other at all, i.e. no intra-set connections.
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* The only connections that exist are that of inter-set,
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* i.e. the nodes from one set are connected to a subset of nodes
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* in the other set.
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* In this implementation, using a graph in the form of adjacency
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* list, check whether the given graph is a bipartite or not.
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*
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* References used:
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* [GeeksForGeeks](https://www.geeksforgeeks.org/bipartite-graph/)
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* @author [tushar2407](https://github.com/tushar2407)
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*/
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#include <cassert> /// for assert
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#include <cstdint>
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#include <iostream> /// for IO operations
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#include <queue> /// for queue data structure
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#include <vector> /// for vector data structure
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/**
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* @namespace graph
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* @brief Graphical algorithms
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*/
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namespace graph {
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/**
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* @brief function to check whether the passed graph is bipartite or not
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* @param graph is a 2D matrix whose rows or the first index signify the node
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* and values in that row signify the nodes it is connected to
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* @param index is the valus of the node currently under observation
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* @param visited is the vector which stores whether a given node has been
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* traversed or not yet
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* @returns boolean
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*/
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bool checkBipartite(const std::vector<std::vector<int64_t>> &graph,
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int64_t index, std::vector<int64_t> *visited) {
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std::queue<int64_t> q; ///< stores the neighbouring node indexes in squence
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/// of being reached
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q.push(index); /// insert the current node into the queue
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(*visited)[index] = 1; /// mark the current node as travelled
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while (q.size()) {
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int64_t u = q.front();
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q.pop();
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for (uint64_t i = 0; i < graph[u].size(); i++) {
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int64_t v =
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graph[u][i]; ///< stores the neighbour of the current node
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if (!(*visited)[v]) /// check whether the neighbour node is
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/// travelled already or not
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{
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(*visited)[v] =
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((*visited)[u] == 1)
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? -1
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: 1; /// colour the neighbouring node with
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/// different colour than the current node
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q.push(v); /// insert the neighbouring node into the queue
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} else if ((*visited)[v] ==
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(*visited)[u]) /// if both the current node and its
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/// neighbour has the same state then it
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/// is not a bipartite graph
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{
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return false;
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}
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}
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}
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return true; /// return true when all the connected nodes of the current
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/// nodes are travelled and satisify all the above conditions
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}
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/**
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* @brief returns true if the given graph is bipartite else returns false
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* @param graph is a 2D matrix whose rows or the first index signify the node
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* and values in that row signify the nodes it is connected to
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* @returns booleans
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*/
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bool isBipartite(const std::vector<std::vector<int64_t>> &graph) {
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std::vector<int64_t> visited(
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graph.size()); ///< stores boolean values
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/// which signify whether that node had been visited or
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/// not
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for (uint64_t i = 0; i < graph.size(); i++) {
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if (!visited[i]) /// if the current node is not visited then check
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/// whether the sub-graph of that node is a bipartite
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/// or not
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{
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if (!checkBipartite(graph, i, &visited)) {
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return false;
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}
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}
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}
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return true;
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}
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} // namespace graph
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/**
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* @brief Self-test implementations
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* @returns void
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*/
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static void test() {
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std::vector<std::vector<int64_t>> graph = {{1, 3}, {0, 2}, {1, 3}, {0, 2}};
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assert(graph::isBipartite(graph) ==
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true); /// check whether the above
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/// defined graph is indeed bipartite
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std::vector<std::vector<int64_t>> graph_not_bipartite = {
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{1, 2, 3}, {0, 2}, {0, 1, 3}, {0, 2}};
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assert(graph::isBipartite(graph_not_bipartite) ==
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false); /// check whether
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/// the above defined graph is indeed bipartite
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std::cout << "All tests have successfully passed!\n";
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}
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/**
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* @brief Main function
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* Instantitates a dummy graph of a small size with
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* a few edges between random nodes.
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* On applying the algorithm, it checks if the instantiated
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* graph is bipartite or not.
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* @returns 0 on exit
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*/
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int main() {
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test(); // run self-test implementations
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return 0;
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}
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