/* * File: graph_bfs.rs * Created Time: 2023-07-12 * Author: night-cruise (2586447362@qq.com) */ mod graph_adjacency_list; use graph_adjacency_list::GraphAdjList; use graph_adjacency_list::{vals_to_vets, vets_to_vals, Vertex}; use std::collections::{HashSet, VecDeque}; /* Breadth-first traversal */ // Use adjacency list to represent the graph, to obtain all adjacent vertices of a specified vertex fn graph_bfs(graph: GraphAdjList, start_vet: Vertex) -> Vec { // Vertex traversal sequence let mut res = vec![]; // Hash set, used to record visited vertices let mut visited = HashSet::new(); visited.insert(start_vet); // Queue used to implement BFS let mut que = VecDeque::new(); que.push_back(start_vet); // Starting from vertex vet, loop until all vertices are visited while !que.is_empty() { let vet = que.pop_front().unwrap(); // Dequeue the vertex at the head of the queue res.push(vet); // Record visited vertex // Traverse all adjacent vertices of that vertex if let Some(adj_vets) = graph.adj_list.get(&vet) { for &adj_vet in adj_vets { if visited.contains(&adj_vet) { continue; // Skip already visited vertices } que.push_back(adj_vet); // Only enqueue unvisited vertices visited.insert(adj_vet); // Mark the vertex as visited } } } // Return the vertex traversal sequence res } /* Driver Code */ fn main() { /* Initialize undirected graph */ let v = vals_to_vets(vec![0, 1, 2, 3, 4, 5, 6, 7, 8, 9]); let edges = vec![ [v[0], v[1]], [v[0], v[3]], [v[1], v[2]], [v[1], v[4]], [v[2], v[5]], [v[3], v[4]], [v[3], v[6]], [v[4], v[5]], [v[4], v[7]], [v[5], v[8]], [v[6], v[7]], [v[7], v[8]], ]; let graph = GraphAdjList::new(edges); println!("\nAfter initialization, the graph is"); graph.print(); /* Breadth-first traversal */ let res = graph_bfs(graph, v[0]); println!("\nBreadth-first traversal (BFS) vertex sequence is"); println!("{:?}", vets_to_vals(res)); }