""" 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 implemented with an adjacency matrix""" def __init__(self, vertices: list[int], edges: list[list[int]]): """Constructor""" # Vertex list: elements are vertex values, and indices are vertex indices self.vertices: list[int] = [] # Adjacency matrix: row and column indices correspond to vertex indices self.adj_mat: list[list[int]] = [] # Add a vertex for val in vertices: self.add_vertex(val) # Add an edge # Note that the entries in edges are vertex indices, corresponding to element indices in vertices 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 a vertex""" n = self.size() # Append the 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 a vertex""" if index >= self.size(): raise IndexError() # Remove the vertex at index `index` from the vertex list self.vertices.pop(index) # Remove row `index` from the adjacency matrix self.adj_mat.pop(index) # Remove column `index` from the adjacency matrix for row in self.adj_mat: row.pop(index) def add_edge(self, i: int, j: int): """Add an edge""" # Parameters i and j are element indices in vertices # Handle out-of-bounds or equal indices if i < 0 or j < 0 or i >= self.size() or j >= self.size() or i == j: raise IndexError() # For an undirected graph, the adjacency matrix is symmetric about its main diagonal: entries (i, j) and (j, i) are equal self.adj_mat[i][j] = 1 self.adj_mat[j][i] = 1 def remove_edge(self, i: int, j: int): """Remove an edge""" # Parameters i and j are element indices in vertices # Handle out-of-bounds or equal indices 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 the adjacency matrix""" print("Vertex list =", self.vertices) print("Adjacency matrix =") print_matrix(self.adj_mat) """Driver code""" if __name__ == "__main__": # Initialize the undirected graph # Note that the entries in edges are vertex indices, corresponding to element indices in vertices vertices = [1, 3, 2, 5, 4] edges = [[0, 1], [0, 3], [1, 2], [2, 3], [2, 4], [3, 4]] graph = GraphAdjMat(vertices, edges) print("\nGraph after initialization:") graph.print() # Add an edge # Vertices 1 and 2 have indices 0 and 2, respectively graph.add_edge(0, 2) print("\nGraph after adding edge 1-2:") graph.print() # Remove an edge # Vertices 1 and 3 have indices 0 and 1, respectively graph.remove_edge(0, 1) print("\nGraph after removing edge 1-3:") graph.print() # Add a vertex graph.add_vertex(6) print("\nGraph after adding vertex 6:") graph.print() # Remove a vertex # Vertex 3 has index 1 graph.remove_vertex(1) print("\nGraph after removing vertex 3:") graph.print()