Given the edges of a directed graph, and two nodes source and destination of this graph, determine whether or not all paths starting from source eventually end at destination, that is:
At least one path exists from the source node to the destination node
If a path exists from the source node to a node with no outgoing edges, then that node is equal to destination.
The number of possible paths from source to destination is a finite number.
Return true if and only if all roads from source lead to destination.
Example 1:
Input: n = 3, edges = [[0,1],[0,2]], source = 0, destination = 2
Output: false
Explanation: It is possible to reach and get stuck on both node 1 and node 2.
Example 2:
Input: n = 4, edges = [[0,1],[0,3],[1,2],[2,1]], source = 0, destination = 3
Output: false
Explanation: We have two possibilities: to end at node 3, or to loop over node 1 and node 2 indefinitely.
Input: n = 3, edges = [[0,1],[1,1],[1,2]], source = 0, destination = 2
Output: false
Explanation: All paths from the source node end at the destination node, but there are an infinite number of paths, such as 0-1-2, 0-1-1-2, 0-1-1-1-2, 0-1-1-1-1-2, and so on.
Example 5:
Input: n = 2, edges = [[0,1],[1,1]], source = 0, destination = 1
Output: false
Explanation: There is infinite self-loop at destination node.
Note:
The given graph may have self-loops and parallel edges.
The number of nodes n in the graph is between 1 and 10000
The number of edges in the graph is between 0 and 10000
0 <= edges.length <= 10000
edges[i].length == 2
0 <= source <= n - 1
0 <= destination <= n - 1
public class PathsFromSourceToDest {
public boolean leadsToDestination(int n, int[][] edges, int source, int destination) {
// Creating graph
List<Integer>[] graph = new ArrayList[n];
for (int i = 0; i < n; i++)
graph[i] = new ArrayList<>();
for (int[] edge : edges)
graph[edge[0]].add(edge[1]);
// BFS
boolean[] visited = new boolean[n];
Queue<Integer> q = new LinkedList<>();
q.add(source);
while (!q.isEmpty()) {
int node = q.poll();
if (node == destination) {
// The destination node should not have any outgoing edges
// to be considered valid
if (graph[node].size() != 0)
return false;
}
visited[node] = true;
// If the current node is dead end, but not destination
// Then asnwer is false. because we need All want to check whether all the paths
// from source lead to ONLY destination
if (graph[node].size() == 0)
return false;
for (int neighbor : graph[node]) {
// Make sure that no cycles are forming,
// because that will return in infinite paths
if (!visited[neighbor])
q.add(next);
else
return false;
}
}
return true;
}
}