""" File: graph_adjacency_matrix.py Created Time: 2023-02-23 Author: krahets (krahets@163.com) """ import sys from pathlib import Path sys.path.append(str(Path(__file__).parent.parent)) from modules import Vertex, print_matrix class GraphAdjMat: """Undirected graph class based on adjacency matrix""" def __init__(self, vertices: list[int], edges: list[list[int]]): """Constructor""" # Vertex list, elements represent "vertex value", index represents "vertex index" self.vertices: list[int] = [] # Adjacency matrix, row and column indices correspond to "vertex index" self.adj_mat: list[list[int]] = [] # Add vertex for val in vertices: self.add_vertex(val) # Add edge # Edges elements represent vertex indices for e in edges: self.add_edge(e[0], e[1]) def size(self) -> int: """Get the number of vertices""" return len(self.vertices) def add_vertex(self, val: int): """Add vertex""" n = self.size() # Add new vertex value to the vertex list self.vertices.append(val) # Add a row to the adjacency matrix new_row = [0] * n self.adj_mat.append(new_row) # Add a column to the adjacency matrix for row in self.adj_mat: row.append(0) def remove_vertex(self, index: int): """Remove vertex""" if index >= self.size(): raise IndexError() # Remove vertex at `index` from the vertex list self.vertices.pop(index) # Remove the row at `index` from the adjacency matrix self.adj_mat.pop(index) # Remove the column at `index` from the adjacency matrix for row in self.adj_mat: row.pop(index) def add_edge(self, i: int, j: int): """Add edge""" # Parameters i, j correspond to vertices element indices # Handle index out of bounds and equality if i < 0 or j < 0 or i >= self.size() or j >= self.size() or i == j: raise IndexError() # In an undirected graph, the adjacency matrix is symmetric about the main diagonal, i.e., satisfies (i, j) == (j, i) self.adj_mat[i][j] = 1 self.adj_mat[j][i] = 1 def remove_edge(self, i: int, j: int): """Remove edge""" # Parameters i, j correspond to vertices element indices # Handle index out of bounds and equality if i < 0 or j < 0 or i >= self.size() or j >= self.size() or i == j: raise IndexError() self.adj_mat[i][j] = 0 self.adj_mat[j][i] = 0 def print(self): """Print adjacency matrix""" print("Vertex list =", self.vertices) print("Adjacency matrix =") print_matrix(self.adj_mat) """Driver Code""" if __name__ == "__main__": # Initialize undirected graph # Edges elements represent vertex indices vertices = [1, 3, 2, 5, 4] edges = [[0, 1], [0, 3], [1, 2], [2, 3], [2, 4], [3, 4]] graph = GraphAdjMat(vertices, edges) print("\nAfter initialization, the graph is") graph.print() # Add edge # Indices of vertices 1, 2 are 0, 2 respectively graph.add_edge(0, 2) print("\nAfter adding edge 1-2, the graph is") graph.print() # Remove edge # Indices of vertices 1, 3 are 0, 1 respectively graph.remove_edge(0, 1) print("\nAfter removing edge 1-3, the graph is") graph.print() # Add vertex graph.add_vertex(6) print("\nAfter adding vertex 6, the graph is") graph.print() # Remove vertex # Index of vertex 3 is 1 graph.remove_vertex(1) print("\nAfter removing vertex 3, the graph is") graph.print()