Formatted question description: https://leetcode.ca/all/652.html
652. Find Duplicate Subtrees (Medium)
Given 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 same node values.
Example 1:
1 / \ 2 3 / / \ 4 2 4 / 4
The following are two duplicate subtrees:
2 / 4
and
4
Therefore, you need to return above trees’ root in the form of a list.
Companies:
Uber, Amazon, Google, Microsoft
Related Topics:
Tree
Similar Questions:
- Serialize and Deserialize Binary Tree (Hard)
- Serialize and Deserialize BST (Medium)
- Construct String from Binary Tree (Easy)
Solution 1.
// OJ: https://leetcode.com/problems/find-duplicate-subtrees/
// Time: O(N^2) since string concatenation takes O(N) time on average
// Space: O(N^2) since string take O(N) space on average
// Ref: https://leetcode.com/problems/find-duplicate-subtrees/solution/
class Solution {
private:
unordered_map<string, int> treeToCnt;
vector<TreeNode*> ans;
string collect(TreeNode *node) {
if (!node) return "#";
string s = to_string(node->val) + "," + collect(node->left) + "," + collect(node->right);
if (treeToCnt[s] == 1) ans.push_back(node);
treeToCnt[s]++;
return s;
}
public:
vector<TreeNode*> findDuplicateSubtrees(TreeNode* root) {
collect(root);
return ans;
}
};
Java
-
/** * Definition for a binary tree node. * public class TreeNode { * int val; * TreeNode left; * TreeNode right; * TreeNode(int x) { val = x; } * } */ class Solution { public List<TreeNode> findDuplicateSubtrees(TreeNode root) { List<TreeNode> duplicateList = new ArrayList<TreeNode>(); if (root == null) return duplicateList; Set<String> visitedSet = new HashSet<String>(); Set<String> duplicateSet = new HashSet<String>(); Queue<TreeNode> queue = new LinkedList<TreeNode>(); queue.offer(root); while (!queue.isEmpty()) { TreeNode node = queue.poll(); String str = treeToString(node); if (!visitedSet.add(str) && duplicateSet.add(str)) duplicateList.add(node); TreeNode left = node.left, right = node.right; if (left != null) queue.offer(left); if (right != null) queue.offer(right); } return duplicateList; } public String treeToString(TreeNode root) { List<String> list = new ArrayList<String>(); list.add(String.valueOf(root.val)); Queue<TreeNode> queue = new LinkedList<TreeNode>(); queue.offer(root); while (!queue.isEmpty()) { TreeNode node = queue.poll(); TreeNode left = node.left, right = node.right; if (left != null) { list.add(String.valueOf(left.val)); queue.offer(left); } else list.add("null"); if (right != null) { list.add(String.valueOf(right.val)); queue.offer(right); } else list.add("null"); } return list.toString(); } }
-
// OJ: https://leetcode.com/problems/find-duplicate-subtrees/ // Time: O(N^2) since string concatenation takes O(N) time on average // Space: O(N^2) since string take O(N) space on average class Solution { unordered_map<string, int> cnt; vector<TreeNode*> ans; string dfs(TreeNode *node) { if (!node) return "#"; auto s = to_string(node->val) + "," + dfs(node->left) + "," + dfs(node->right); if (++cnt[s] == 2) ans.push_back(node); return s; } public: vector<TreeNode*> findDuplicateSubtrees(TreeNode* root) { dfs(root); return ans; } };
-
# Definition for a binary tree node. # class TreeNode(object): # def __init__(self, x): # self.val = x # self.left = None # self.right = None class Solution(object): def findDuplicateSubtrees(self, root): from hashlib import sha256 def hash_(x): S = sha256() S.update(x) return S.hexdigest() def merkle(node): if not node: return '#' m_left = merkle(node.left) m_right = merkle(node.right) node.merkle = hash_(m_left + str(node.val) + m_right) count[node.merkle].append(node) return node.merkle count = collections.defaultdict(list) merkle(root) return [nodes.pop() for nodes in count.values() if len(nodes) >= 2]