### DFS and BFS understanding⌗

Here is the question: In a binary tree, the root node is at depth 0, and children of each depth k node are at depth k+1.

Two nodes of a binary tree are cousins if they have the same depth, but have different parents.

We are given the root of a binary tree with unique values, and the values x and y of two different nodes in the tree.

Return true if and only if the nodes corresponding to the values x and y are cousins.

Example 1:

Input: root = [1,2,3,4], x = 4, y = 3 Output: false Example 2:

Input: root = [1,2,3,null,4,null,5], x = 5, y = 4 Output: true Example 3:

Input: root = [1,2,3,null,4], x = 2, y = 3 Output: false

Note:

The number of nodes in the tree will be between 2 and 100. Each node has a unique integer value from 1 to 100.

My Solution:

``````# Definition for a binary tree node.
# class TreeNode:
#     def __init__(self, val=0, left=None, right=None):
#         self.val = val
#         self.left = left
#         self.right = right
class Solution:
def isCousins(self, root: TreeNode, x: int, y: int) -> bool:
def dfs(node:TreeNode, parent:TreeNode, depth:int):
if not node or len(results) == 2:
return
else:
if node.val == x  or node.val == y:
results.append((parent, depth))
dfs(node.left, node, depth + 1)
dfs(node.right, node, depth + 1)

results = []
dfs(root, None, 0)
return results[0][0] != results[1][0] and results[0][1] == results[1][1]

# define a def function to append the parent and depth
# and recursively call the funtion till we find the two nodes
``````
``````class Solution(object):
def isCousins(self,root,x,y):
nodes = {}
level = [(root, 0, 0)]
while level:
cur, parent, depth = level.pop()
nodes[cur.val ] = [parent, depth]

if cur.left:
level.append((cur.left, cur.val, depth + 1)
if cur.right:
level.apend(cur.right, cur.val, depth + 1)
print(nodes)
return nodes[x][1] == nodes[y][1] and (nodes[x][0] != nodes[y][0])
``````