Thursday, April 25, 2019

Lintcode 531. Six Degrees

Six degrees of separation is the theory that everyone and everything is six or fewer steps away, by way of introduction, from any other person in the world, so that a chain of "a friend of a friend" statements can be made to connect any two people in a maximum of six steps.
Given a friendship relations, find the degrees of two people, return -1 if they can not been connected by friends of friends.

Example

Example1
Input: {1,2,3#2,1,4#3,1,4#4,2,3} and s = 1, t = 4 
Output: 2
Explanation:
    1------2-----4
     \          /
      \        /
       \--3--/
Example2
Input: {1#2,4#3,4#4,2,3} and s = 1, t = 4
Output: -1
Explanation:
    1      2-----4
                 /
               /
              3

Code (Java):
/**
 * Definition for Undirected graph.
 * class UndirectedGraphNode {
 *     int label;
 *     List<UndirectedGraphNode> neighbors;
 *     UndirectedGraphNode(int x) { 
 *         label = x;
 *         neighbors = new ArrayList<UndirectedGraphNode>(); 
 *     }
 * };
 */


public class Solution {
    /*
     * @param graph: a list of Undirected graph node
     * @param s: Undirected graph node
     * @param t: Undirected graph nodes
     * @return: an integer
     */
    public int sixDegrees(List<UndirectedGraphNode> graph, UndirectedGraphNode s, UndirectedGraphNode t) {
        // write your code here
        if (graph == null || graph.size() == 0) {
            return 0;
        }

        // build the graph
        //
        Map<UndirectedGraphNode, List<UndirectedGraphNode>> adjList = new HashMap<>();
        for (UndirectedGraphNode node : graph) {
            adjList.put(node, node.neighbors);
        }

        int len = 0;
        Queue<UndirectedGraphNode> queue = new LinkedList<>();
        Set<UndirectedGraphNode> visited = new HashSet<>();

        queue.offer(s);
        visited.add(s);

        while (!queue.isEmpty()) {
            int size = queue.size();
            for (int i = 0; i < size; i++) {
                UndirectedGraphNode curNode = queue.poll();
                if (curNode == t) {
                    return len;
                }

                for (UndirectedGraphNode neighbor : adjList.get(curNode)) {
                    if (!visited.contains(neighbor)) {
                        queue.offer(neighbor);
                        visited.add(neighbor);
                    }
                }
            }
            len += 1;
        }

        return -1;
    }
}

1 comment:

  1. Why to create adjList when given input itself is graph?

    in the line 49, we can simply say curNode.neighbors

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