Program to check given graph is a set of trees or not in Python

Suppose we have a graph, represented as a list of edges. We have to check whether the graph is a collection of trees (forest) or not.

So, if the input is like

then the output will be True

To solve this, we will follow these steps −

• Define a function dfs() . This will take node, prev

• if node in seen, then

  • return False

• insert node into seen

• for each adjacent node n in e[node], do

  • if n is not same as prev, then

    • if dfs(n, node) is false, then

      • return False

• return True

• From the main method, do the following −

• e := an empty map

• for each start node u and end node v in edges, do

  • insert v at the end of e[u]

  • insert u at the end of e[v]

• seen := a new set

• for each node in e, do

  • if node is not seen and dfs(node, -1) is false, then

    • return False

• return True

Let us see the following implementation to get better understanding −

Example

 Live Demo

from collections import defaultdict
class Solution:
   def solve(self, edges):
      e = defaultdict(list)
      for t,f in edges:
         e[t].append(f)
         e[f].append(t)

      seen = set()

      def dfs(node, prev):
         if node in seen:
            return False
         seen.add(node)
      for adj in e[node]:
         if adj != prev:
            if not dfs(adj, node):
               return False
      return True

   for node in e:
      if node not in seen and not dfs(node, -1):
         return False
   return True

ob = Solution()
edges = [[0, 1],[0, 2],[4, 3]]
print(ob.solve(edges))

Input

[[0, 1],[0, 2],[4, 3]]

Output

True

Arnab Chakraborty

Published on 08-Oct-2020 10:42:17