Program to find second deepest node in a binary tree in python

Python Server Side Programming Programming

Beyond Basic Programming - Intermediate Python

Practical Machine Learning using Python

Best Seller

MANAS DASGUPTA

More Detail

Practical Data Science using Python

MANAS DASGUPTA

More Detail

Suppose we have a binary tree; we have to find the depth of the second deepest leaf. If there are multiple deepest leaves, the second deepest leaf node will be the next highest one. As we know the root has a depth of 0.

So, if the input is like

then the output will be 1, as the second deepest node is 3.

To solve this, we will follow these steps:

if root is null, then
- return null
nodes := a new list
insert root at the end of nodes
count := 0, prev := 0, now := 0
while nodes is not empty, do
- new := a new list
- flag := True
- for each node in nodes, do
  - if flag is true and (left of node is null) and (right of node is null), then
    - prev := now
    - now := count
    - flag := False
  - if left of node is not null, then
    - insert left of node at the end of new
  - if right of node is not null, then
    - insert right of node at the end of new
- nodes := new
- count := count + 1
return prev

Let us see the following implementation to get better understanding:

Example

Live Demo

class TreeNode:
   def __init__(self, data, left = None, right = None):
      self.data = data
      self.left = left
      self.right = right

class Solution:
   def solve(self, root):
      if root is None:
         return None
      nodes = []
      nodes.append(root)
      count = 0
      prev = 0
      now = 0
      while nodes:
         new = []
         flag = True
         for node in nodes:
         if flag and (not node.left) and (not node.right):
            prev = now
            now = count
            flag = False
         if node.left:
            new.append(node.left)
         if node.right:
            new.append(node.right)
      nodes = new
      count += 1
   return prev

ob = Solution()
root = TreeNode(2)
root.left = TreeNode(3)
root.right = TreeNode(4)
root.right.left = TreeNode(5)
root.right.right = TreeNode(6)
root.right.left.left = TreeNode(7)
root.right.right.right = TreeNode(8)
print(ob.solve(root))

Input

root = TreeNode(2)
root.left = TreeNode(3)
root.right = TreeNode(4)
root.right.left = TreeNode(5)
root.right.right = TreeNode(6)root.right.left.left = TreeNode(7)
root.right.right.right = TreeNode(8)