Clone an undirected graph with multiple connected components

Given an undirected graph with multiple connected components, the task is to clone the graph. Cloning a graph with a single connected component can be seen here.

Examples:

An example of an undirected graph 
with 3 connected components:

Approach:
The idea is to follow the same approach posted for cloning connected graph, but with every node so that we can clone graphs with multiple connected components.



We are going to use a GraphNode class and a Graph class. The Graph class is compulsory, since we might have multiple connected components (see example above), and we cannot deal with them having only a GraphNode as an input. For the Graph class, what we actually need is a list of GraphNodes. It’s also possible to make a list of nodes instead of creating a class, both ways work.

To keep track of the visited nodes, we need a data structure; a map is an appropriate one, as we can map from the “old” nodes to the “new” ones (the cloned). So, we are defining a main function, which creates the map, and uses a helper function to fill it. Once the map is created, a new graph can be created, using the cloned nodes in the map.

The helper function is going to put connections between nodes (besides filling the map). As we are dealing with a whole connected component, a similar approach to the BFS is going to be followed.

Notice that in the main function, we don’t call the helper function for each node in the Graph; if the node is stored in the map, it means that we’ve already visited it and dealt with its connected component, so no need to repeat the steps again.

In order to check if the graph has been correctly cloned, we can print the memory addresses of the nodes, and compare them to see whether we’ve cloned, or we’ve copied them.

Below is the implementation of the above approach:

filter_none

edit
close

play_arrow

link
brightness_4
code

// Java implementation of the approach
import java.util.ArrayList;
import java.util.HashMap;
import java.util.HashSet;
import java.util.LinkedList;
import java.util.List;
import java.util.Map;
import java.util.Queue;
import java.util.Set;
  
// Class to represent the graph
class Graph {
  
    private List<GraphNode> nodes;
  
    // Constructor to create an empty ArrayList
    // to store the nodes of the graph
    public Graph()
    {
        this.nodes = new ArrayList<GraphNode>();
    }
  
    // Constructor to set the graph's nodes
    public Graph(List<GraphNode> nodes)
    {
        this.nodes = nodes;
        this.nodes = new ArrayList<GraphNode>();
    }
  
    // Function to add a node to the graph
    public void addNode(GraphNode node)
    {
        this.nodes.add(node);
    }
  
    // Function to return the list of nodes
    // for the graph
    public List<GraphNode> getNodes()
    {
        return this.nodes;
    }
}
  
// GraphNode class represents each
// Node of the Graph
class GraphNode {
  
    private int data;
    private List<GraphNode> children;
  
    // Constructor to initialize the node with value
    public GraphNode(int data)
    {
        this.data = data;
        this.children = new ArrayList<GraphNode>();
    }
  
    // Function to add a child to the current node
    public void addChild(GraphNode node)
    {
        this.children.add(node);
    }
  
    // Function to return a list of children
    // for the current node
    public List<GraphNode> getChildren()
    {
        return children;
    }
  
    // Function to set the node's value
    public void setData(int data)
    {
        this.data = data;
    }
  
    // Function to return the node's value
    public int getData()
    {
        return data;
    }
}
  
public class GFG {
  
    // Function to clone the graph
    public Graph cloneGraph(Graph graph)
    {
        Map<GraphNode, GraphNode> map
            = new HashMap<GraphNode, GraphNode>();
        for (GraphNode node : graph.getNodes()) {
            if (!map.containsKey(node))
                cloneConnectedComponent(node, map);
        }
  
        Graph cloned = new Graph();
        for (GraphNode current : map.values())
            cloned.addNode(current);
  
        return cloned;
    }
  
    // Function to clone the connected components
    private void cloneConnectedComponent(GraphNode node,
                          Map<GraphNode, GraphNode> map)
    {
        Queue<GraphNode> queue = new LinkedList<GraphNode>();
        queue.add(node);
  
        while (!queue.isEmpty()) {
            GraphNode current = queue.poll();
            GraphNode currentCloned = null;
            if (map.containsKey(current)) {
                currentCloned = map.get(current);
            }
            else {
                currentCloned = new GraphNode(current.getData());
                map.put(current, currentCloned);
            }
  
            List<GraphNode> children = current.getChildren();
            for (GraphNode child : children) {
                if (map.containsKey(child)) {
                    currentCloned.addChild(map.get(child));
                }
                else {
                    GraphNode childCloned
                        = new GraphNode(child.getData());
                    map.put(child, childCloned);
                    currentCloned.addChild(childCloned);
                    queue.add(child);
                }
            }
        }
    }
  
    // Function to build the graph
    public Graph buildGraph()
    {
  
        // Create graph
        Graph g = new Graph();
  
        // Adding nodes to the graph
        GraphNode g1 = new GraphNode(1);
        g.addNode(g1);
        GraphNode g2 = new GraphNode(2);
        g.addNode(g2);
        GraphNode g3 = new GraphNode(3);
        g.addNode(g3);
        GraphNode g4 = new GraphNode(4);
        g.addNode(g4);
        GraphNode g5 = new GraphNode(5);
        g.addNode(g5);
        GraphNode g6 = new GraphNode(6);
        g.addNode(g6);
  
        // Adding edges
        g1.addChild(g2);
        g1.addChild(g3);
        g2.addChild(g1);
        g2.addChild(g4);
        g3.addChild(g1);
        g3.addChild(g4);
        g4.addChild(g2);
        g4.addChild(g3);
        g5.addChild(g6);
        g6.addChild(g5);
  
        return g;
    }
  
    // Function to print the connected components
    public void printConnectedComponent(GraphNode node,
                                        Set<GraphNode> visited)
    {
        if (visited.contains(node))
            return;
  
        Queue<GraphNode> q = new LinkedList<GraphNode>();
        q.add(node);
  
        while (!q.isEmpty()) {
            GraphNode currentNode = q.remove();
            if (visited.contains(currentNode))
                continue;
            visited.add(currentNode);
            System.out.println("Node "
                               + currentNode.getData() + " - " + currentNode);
            for (GraphNode child : currentNode.getChildren()) {
                System.out.println("\tNode "
                                   + child.getData() + " - " + child);
                q.add(child);
            }
        }
    }
  
    // Driver code
    public static void main(String[] args)
    {
        GFG gfg = new GFG();
        Graph g = gfg.buildGraph();
  
        // Original graph
        System.out.println("\tINITIAL GRAPH");
        Set<GraphNode> visited = new HashSet<GraphNode>();
        for (GraphNode n : g.getNodes())
            gfg.printConnectedComponent(n, visited);
  
        // Cloned graph
        System.out.println("\n\n\tCLONED GRAPH\n");
        Graph cloned = gfg.cloneGraph(g);
        visited = new HashSet<GraphNode>();
        for (GraphNode node : cloned.getNodes())
            gfg.printConnectedComponent(node, visited);
    }
}

chevron_right






                        filter_none









Output:


INITIAL GRAPH
Node 1 - GraphNode@232204a1
    Node 2 - GraphNode@4aa298b7
    Node 3 - GraphNode@7d4991ad
Node 2 - GraphNode@4aa298b7
    Node 1 - GraphNode@232204a1
    Node 4 - GraphNode@28d93b30
Node 3 - GraphNode@7d4991ad
    Node 1 - GraphNode@232204a1
    Node 4 - GraphNode@28d93b30
Node 4 - GraphNode@28d93b30
    Node 2 - GraphNode@4aa298b7
    Node 3 - GraphNode@7d4991ad
Node 5 - GraphNode@1b6d3586
    Node 6 - GraphNode@4554617c
Node 6 - GraphNode@4554617c
    Node 5 - GraphNode@1b6d3586


    CLONED GRAPH

Node 1 - GraphNode@74a14482
    Node 2 - GraphNode@1540e19d
    Node 3 - GraphNode@677327b6
Node 2 - GraphNode@1540e19d
    Node 1 - GraphNode@74a14482
    Node 4 - GraphNode@14ae5a5
Node 3 - GraphNode@677327b6
    Node 1 - GraphNode@74a14482
    Node 4 - GraphNode@14ae5a5
Node 4 - GraphNode@14ae5a5
    Node 2 - GraphNode@1540e19d
    Node 3 - GraphNode@677327b6
Node 6 - GraphNode@7f31245a
    Node 5 - GraphNode@6d6f6e28
Node 5 - GraphNode@6d6f6e28
    Node 6 - GraphNode@7f31245a






          
          
          
          

            

    

        My Personal Notes
        arrow_drop_up
    

    

        
        

            
            
        

    


Recommended Posts:
iker
Check out this Author's contributed articles.
If you like GeeksforGeeks and would like to contribute, you can also write an article using contribute.geeksforgeeks.org or mail your article to contribute@geeksforgeeks.org. See your article appearing on the GeeksforGeeks main page and help other Geeks.
Please Improve this article if you find anything incorrect by clicking on  the "Improve Article" button below.