Description
Given the root
ย of a binary tree, return all duplicate subtrees.
For each kind of duplicate subtrees, you only need to return the root node of any one of them.
Two trees are duplicate if they have the same structure with the same node values.
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Example 1:

Input: root = [1,2,3,4,null,2,4,null,null,4] Output: [[2,4],[4]]
Example 2:

Input: root = [2,1,1] Output: [[1]]
Example 3:

Input: root = [2,2,2,3,null,3,null] Output: [[2,3],[3]]
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Constraints:
- The number of the nodes in the tree will be in the range
[1, 5000]
-200 <= Node.val <= 200
Solution
Python3
# 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 findDuplicateSubtrees(self, root: Optional[TreeNode]) -> List[Optional[TreeNode]]:
mp = defaultdict(int)
res = []
def go(node):
if not node: return ''
left, right = go(node.left), go(node.right)
x = f'l{left}{node.val}r{right}'
mp[x] += 1
if mp[x] == 2:
res.append(node)
return x
go(root)
return res