226. Invert Binary Tree - Explanation

Description

You are given the root of a binary tree root. Invert the binary tree and return its root.

Example 1:

Input: root = [1,2,3,4,5,6,7]

Output: [1,3,2,7,6,5,4]

Example 2:

Input: root = [3,2,1]

Output: [3,1,2]

Example 3:

Input: root = []

Output: []

Constraints:

0 <= The number of nodes in the tree <= 100.
-100 <= Node.val <= 100

Topics

Recommended Time & Space Complexity

You should aim for a solution with O(n) time and O(n) space, where n is the number of nodes in the tree.

Hint 1

From the diagram, you can see that the left and right children of every node in the tree are swapped. Can you think of a way to achieve this recursively? Maybe an algorithm that is helpful to traverse the tree.

Hint 2

We can use the Depth First Search (DFS) algorithm. At each node, we swap its left and right children by swapping their pointers. This inverts the current node, but every node in the tree also needs to be inverted. To achieve this, we recursively visit the left and right children and perform the same operation. If the current node is null, we simply return.

Company Tags

Google2 Amazon2 Bloomberg3 Meta2 Microsoft5 LinkedIn3 Oracle2 Tiktok2 Palo Alto Networks2 Josh Technology2 Ozon2

Prerequisites

Before attempting this problem, you should be comfortable with:

Binary Trees - Understanding tree node structure with left and right children
Breadth-First Search (BFS) - Level-by-level traversal using a queue
Depth-First Search (DFS) - Recursive traversal of tree structures
Stack-based Iteration - Converting recursive DFS to iterative form using an explicit stack

1. Breadth First Search

Intuition

To invert (mirror) a binary tree, every node must swap its left and right children. Using Breadth-First Search (BFS), we process the tree level-by-level:

Start from the root.
For each node, swap its children.
Then push the (new) left and right children into the queue.
Continue until every node has been processed.

This approach ensures that every node is visited exactly once and inverted immediately when encountered.

Algorithm

If the tree is empty, return null.
Initialize a queue and insert the root node.
While the queue is not empty:
- Remove the front node.
- Swap its left and right children.
- If the left child exists, add it to the queue.
- If the right child exists, add it to the queue.
After all nodes are processed, return the root as the inverted tree.

# 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 invertTree(self, root: Optional[TreeNode]) -> Optional[TreeNode]:
        if not root:
            return None
        queue = deque([root])
        while queue:
            node = queue.popleft()
            node.left, node.right = node.right, node.left
            if node.left:
                queue.append(node.left)
            if node.right:
                queue.append(node.right)
        return root

/**
 * Definition for a binary tree node.
 * public class TreeNode {
 *     int val;
 *     TreeNode left;
 *     TreeNode right;
 *     TreeNode() {}
 *     TreeNode(int val) { this.val = val; }
 *     TreeNode(int val, TreeNode left, TreeNode right) {
 *         this.val = val;
 *         this.left = left;
 *         this.right = right;
 *     }
 * }
 */

public class Solution {
    public TreeNode invertTree(TreeNode root) {
        if (root == null) {
            return null;
        }
        Queue<TreeNode> queue = new LinkedList<>();
        queue.offer(root);
        while (!queue.isEmpty()) {
            TreeNode node = queue.poll();
            TreeNode temp = node.left;
            node.left = node.right;
            node.right = temp;
            if (node.left != null) {
                queue.offer(node.left);
            }
            if (node.right != null) {
                queue.offer(node.right);
            }
        }
        return root;
    }
}

/**
 * Definition for a binary tree node.
 * struct TreeNode {
 *     int val;
 *     TreeNode *left;
 *     TreeNode *right;
 *     TreeNode() : val(0), left(nullptr), right(nullptr) {}
 *     TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
 *     TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
 * };
 */

class Solution {
public:
    TreeNode* invertTree(TreeNode* root) {
        if (!root) return nullptr;
        queue<TreeNode*> queue;
        queue.push(root);
        while (!queue.empty()) {
            TreeNode* node = queue.front();
            queue.pop();
            swap(node->left, node->right);
            if (node->left) queue.push(node->left);
            if (node->right) queue.push(node->right);
        }
        return root;
    }
};

/**
 * Definition for a binary tree node.
 * class TreeNode {
 *     constructor(val = 0, left = null, right = null) {
 *         this.val = val;
 *         this.left = left;
 *         this.right = right;
 *     }
 * }
 */

class Solution {
    /**
     * @param {TreeNode} root
     * @return {TreeNode}
     */
    invertTree(root) {
        if (root == null) return null;
        const queue = new Queue([root]);
        while (!queue.isEmpty()) {
            let node = queue.pop();
            [node.left, node.right] = [node.right, node.left];
            if (node.left != null) queue.push(node.left);
            if (node.right != null) queue.push(node.right);
        }
        return root;
    }
}

/**
 * Definition for a binary tree node.
 * public class TreeNode {
 *     public int val;
 *     public TreeNode left;
 *     public TreeNode right;
 *     public TreeNode(int val=0, TreeNode left=null, TreeNode right=null) {
 *         this.val = val;
 *         this.left = left;
 *         this.right = right;
 *     }
 * }
 */

public class Solution {
    public TreeNode InvertTree(TreeNode root) {
        if (root == null) return null;
        Queue<TreeNode> queue = new Queue<TreeNode>();
        queue.Enqueue(root);
        while (queue.Count > 0) {
            TreeNode node = queue.Dequeue();
            TreeNode temp = node.left;
            node.left = node.right;
            node.right = temp;
            if (node.left != null) queue.Enqueue(node.left);
            if (node.right != null) queue.Enqueue(node.right);
        }
        return root;
    }
}

/**
 * Definition for a binary tree node.
 * type TreeNode struct {
 *     Val int
 *     Left *TreeNode
 *     Right *TreeNode
 * }
 */
func invertTree(root *TreeNode) *TreeNode {
    if root == nil {
        return nil
    }
    queue := arrayqueue.New()
    queue.Enqueue(root)

    for queue.Size() > 0 {
        node, _ := queue.Dequeue()
        current := node.(*TreeNode)
        current.Left, current.Right = current.Right, current.Left

        if current.Left != nil {
            queue.Enqueue(current.Left)
        }
        if current.Right != nil {
            queue.Enqueue(current.Right)
        }
    }
    return root
}

/**
 * Example:
 * var ti = TreeNode(5)
 * var v = ti.`val`
 * Definition for a binary tree node.
 * class TreeNode(var `val`: Int) {
 *     var left: TreeNode? = null
 *     var right: TreeNode? = null
 * }
 */
class Solution {
    fun invertTree(root: TreeNode?): TreeNode? {
        if (root == null) {
            return null
        }
        val queue: ArrayDeque<TreeNode?> = ArrayDeque()
        queue.add(root)

        while (queue.isNotEmpty()) {
            val node = queue.removeFirst()
            node?.let {
                val temp = it.left
                it.left = it.right
                it.right = temp
                queue.add(it.left)
                queue.add(it.right)
            }
        }
        return root
    }
}

class Solution {
    func invertTree(_ root: TreeNode?) -> TreeNode? {
        guard let root = root else { return nil }
        var queue = Deque<TreeNode>()
        queue.append(root)

        while !queue.isEmpty {
            let node = queue.removeFirst()
            (node.left, node.right) = (node.right, node.left)

            if let left = node.left {
                queue.append(left)
            }
            if let right = node.right {
                queue.append(right)
            }
        }
        return root
    }
}

impl Solution {
    pub fn invert_tree(root: Option<Rc<RefCell<TreeNode>>>) -> Option<Rc<RefCell<TreeNode>>> {
        if root.is_none() {
            return None;
        }
        let mut queue = VecDeque::new();
        queue.push_back(root.clone().unwrap());
        while let Some(node) = queue.pop_front() {
            let mut node_ref = node.borrow_mut();
            let left = node_ref.left.take();
            let right = node_ref.right.take();
            node_ref.left = right;
            node_ref.right = left;
            if let Some(ref l) = node_ref.left {
                queue.push_back(l.clone());
            }
            if let Some(ref r) = node_ref.right {
                queue.push_back(r.clone());
            }
        }
        root
    }
}

Time & Space Complexity

Time complexity: $O(n)$
Space complexity: $O(n)$

2. Depth First Search

Intuition

Inverting a binary tree means swapping every node’s left and right subtree.
With Depth-First Search (DFS), we use recursion to invert the tree in a top-down manner:

At each node, swap the left and right children.
Then recursively invert the left subtree.
Recursively invert the right subtree.

Because every subtree is itself a smaller binary tree, recursion naturally handles this structure.
The inversion happens during the descent of the recursion, and each subtree becomes correctly mirrored.

Algorithm

If the current node is null, return null.
Swap the node's left and right pointers.
Recursively call dfs on the new left child.
Recursively call dfs on the new right child.
Return the current node (now inverted).

# 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 invertTree(self, root: Optional[TreeNode]) -> Optional[TreeNode]:
        if not root: return None

        root.left, root.right = root.right, root.left

        self.invertTree(root.left)
        self.invertTree(root.right)

        return root

/**
 * Definition for a binary tree node.
 * public class TreeNode {
 *     int val;
 *     TreeNode left;
 *     TreeNode right;
 *     TreeNode() {}
 *     TreeNode(int val) { this.val = val; }
 *     TreeNode(int val, TreeNode left, TreeNode right) {
 *         this.val = val;
 *         this.left = left;
 *         this.right = right;
 *     }
 * }
 */

public class Solution {
    public TreeNode invertTree(TreeNode root) {
        if (root == null) return null;

        TreeNode temp = root.left;
        root.left = root.right;
        root.right = temp;

        invertTree(root.left);
        invertTree(root.right);

        return root;
    }
}

/**
 * Definition for a binary tree node.
 * struct TreeNode {
 *     int val;
 *     TreeNode *left;
 *     TreeNode *right;
 *     TreeNode() : val(0), left(nullptr), right(nullptr) {}
 *     TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
 *     TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
 * };
 */

class Solution {
public:
    TreeNode* invertTree(TreeNode* root) {
        if (!root) return nullptr;

        swap(root->left, root->right);
        invertTree(root->left);
        invertTree(root->right);

        return root;
    }
};

/**
 * Definition for a binary tree node.
 * class TreeNode {
 *     constructor(val = 0, left = null, right = null) {
 *         this.val = val;
 *         this.left = left;
 *         this.right = right;
 *     }
 * }
 */

class Solution {
    /**
     * @param {TreeNode} root
     * @return {TreeNode}
     */
    invertTree(root) {
        if (!root) return null;

        [root.left, root.right] = [root.right, root.left];
        this.invertTree(root.left);
        this.invertTree(root.right);

        return root;
    }
}

/**
 * Definition for a binary tree node.
 * public class TreeNode {
 *     public int val;
 *     public TreeNode left;
 *     public TreeNode right;
 *     public TreeNode(int val=0, TreeNode left=null, TreeNode right=null) {
 *         this.val = val;
 *         this.left = left;
 *         this.right = right;
 *     }
 * }
 */

public class Solution {
    public TreeNode InvertTree(TreeNode root) {
        if (root == null) return null;

        TreeNode temp = root.left;
        root.left = root.right;
        root.right = temp;

        InvertTree(root.left);
        InvertTree(root.right);

        return root;
    }
}

/**
 * Definition for a binary tree node.
 * type TreeNode struct {
 *     Val int
 *     Left *TreeNode
 *     Right *TreeNode
 * }
 */

func invertTree(root *TreeNode) *TreeNode {
    if root == nil {
        return nil
    }

    root.Left, root.Right = root.Right, root.Left
    invertTree(root.Left)
    invertTree(root.Right)

    return root
}

/**
 * Example:
 * var ti = TreeNode(5)
 * var v = ti.`val`
 * Definition for a binary tree node.
 * class TreeNode(var `val`: Int) {
 *     var left: TreeNode? = null
 *     var right: TreeNode? = null
 * }
 */

class Solution {
    fun invertTree(root: TreeNode?): TreeNode? {
        if (root == null) return null

        val temp = root.left
        root.left = root.right
        root.right = temp

        invertTree(root.left)
        invertTree(root.right)

        return root
    }
}

/**
 * Definition for a binary tree node.
 * public class TreeNode {
 *     public var val: Int
 *     public var left: TreeNode?
 *     public var right: TreeNode?
 *     public init() { self.val = 0; self.left = nil; self.right = nil; }
 *     public init(_ val: Int) { self.val = val; self.left = nil; self.right = nil; }
 *     public init(_ val: Int, _ left: TreeNode?, _ right: TreeNode?) {
 *         self.val = val
 *         self.left = left
 *         self.right = right
 *     }
 * }
 */
class Solution {
    func invertTree(_ root: TreeNode?) -> TreeNode? {
        guard let root = root else { return nil }

        (root.left, root.right) = (root.right, root.left)

        invertTree(root.left)
        invertTree(root.right)

        return root
    }
}

impl Solution {
    pub fn invert_tree(root: Option<Rc<RefCell<TreeNode>>>) -> Option<Rc<RefCell<TreeNode>>> {
        if let Some(node) = root.as_ref() {
            let mut node_ref = node.borrow_mut();
            let left = node_ref.left.take();
            let right = node_ref.right.take();
            node_ref.left = right;
            node_ref.right = left;
            Self::invert_tree(node_ref.left.clone());
            Self::invert_tree(node_ref.right.clone());
        }
        root
    }
}

Time & Space Complexity

Time complexity: $O(n)$
Space complexity: $O(n)$ for recursion stack.

3. Iterative DFS

Intuition

Iterative DFS inverts a binary tree using an explicit stack instead of recursion.
The idea is the same as recursive DFS:

Visit a node.
Swap its left and right children.
Continue the process for its children.

But instead of the call stack, we use our own stack data structure.

The process is:

Push the root into the stack.
Pop the top node, swap its children.
Push its children onto the stack (if they exist).
Continue until the stack is empty.

This simulates the recursive DFS in an iterative manner and works well when recursion depth may be too large.

Algorithm

If root is null, return null.
Initialize a stack with root.
While stack is not empty:
- Pop a node.
- Swap its left and right pointers.
- If the left child exists, push it to the stack.
- If the right child exists, push it to the stack.
Return the root.

# 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 invertTree(self, root: Optional[TreeNode]) -> Optional[TreeNode]:
        if not root:
            return None
        stack = [root]
        while stack:
            node = stack.pop()
            node.left, node.right = node.right, node.left
            if node.left:
                stack.append(node.left)
            if node.right:
                stack.append(node.right)
        return root

/**
 * Definition for a binary tree node.
 * public class TreeNode {
 *     int val;
 *     TreeNode left;
 *     TreeNode right;
 *     TreeNode() {}
 *     TreeNode(int val) { this.val = val; }
 *     TreeNode(int val, TreeNode left, TreeNode right) {
 *         this.val = val;
 *         this.left = left;
 *         this.right = right;
 *     }
 * }
 */

public class Solution {
    public TreeNode invertTree(TreeNode root) {
        if (root == null) return null;
        Stack<TreeNode> stack = new Stack<>();
        stack.push(root);
        while (!stack.isEmpty()) {
            TreeNode node = stack.pop();
            TreeNode temp = node.left;
            node.left = node.right;
            node.right = temp;
            if (node.left != null) stack.push(node.left);
            if (node.right != null) stack.push(node.right);
        }
        return root;
    }
}

/**
 * Definition for a binary tree node.
 * struct TreeNode {
 *     int val;
 *     TreeNode *left;
 *     TreeNode *right;
 *     TreeNode() : val(0), left(nullptr), right(nullptr) {}
 *     TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
 *     TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
 * };
 */

class Solution {
public:
    TreeNode* invertTree(TreeNode* root) {
        if (!root) return nullptr;
        stack<TreeNode*> stack;
        stack.push(root);
        while (!stack.empty()) {
            TreeNode* node = stack.top();
            stack.pop();
            swap(node->left, node->right);
            if (node->left) stack.push(node->left);
            if (node->right) stack.push(node->right);
        }
        return root;
    }
};

/**
 * Definition for a binary tree node.
 * class TreeNode {
 *     constructor(val = 0, left = null, right = null) {
 *         this.val = val;
 *         this.left = left;
 *         this.right = right;
 *     }
 * }
 */

class Solution {
    /**
     * @param {TreeNode} root
     * @return {TreeNode}
     */
    invertTree(root) {
        if (!root) return null;
        const stack = [root];
        while (stack.length) {
            const node = stack.pop();
            [node.left, node.right] = [node.right, node.left];
            if (node.left) stack.push(node.left);
            if (node.right) stack.push(node.right);
        }
        return root;
    }
}

/**
 * Definition for a binary tree node.
 * public class TreeNode {
 *     public int val;
 *     public TreeNode left;
 *     public TreeNode right;
 *     public TreeNode(int val=0, TreeNode left=null, TreeNode right=null) {
 *         this.val = val;
 *         this.left = left;
 *         this.right = right;
 *     }
 * }
 */

public class Solution {
    public TreeNode InvertTree(TreeNode root) {
        if (root == null) return null;
        Stack<TreeNode> stack = new Stack<TreeNode>();
        stack.Push(root);
        while (stack.Count > 0) {
            TreeNode node = stack.Pop();
            TreeNode temp = node.left;
            node.left = node.right;
            node.right = temp;
            if (node.left != null) stack.Push(node.left);
            if (node.right != null) stack.Push(node.right);
        }
        return root;
    }
}

/**
 * Definition for a binary tree node.
 * type TreeNode struct {
 *     Val int
 *     Left *TreeNode
 *     Right *TreeNode
 * }
 */
func invertTree(root *TreeNode) *TreeNode {
    if root == nil {
        return nil
    }

    root.Left, root.Right = root.Right, root.Left

    invertTree(root.Left)
    invertTree(root.Right)

    return root
}

/**
 * Example:
 * var ti = TreeNode(5)
 * var v = ti.`val`
 * Definition for a binary tree node.
 * class TreeNode(var `val`: Int) {
 *     var left: TreeNode? = null
 *     var right: TreeNode? = null
 * }
 */
class Solution {
    fun invertTree(root: TreeNode?): TreeNode? {
        if (root == null) return null

        root.left = root.right.also { root.right = root.left }

        invertTree(root.left)
        invertTree(root.right)

        return root
    }
}

/**
 * Definition for a binary tree node.
 * public class TreeNode {
 *     public var val: Int
 *     public var left: TreeNode?
 *     public var right: TreeNode?
 *     public init() { self.val = 0; self.left = nil; self.right = nil; }
 *     public init(_ val: Int) { self.val = val; self.left = nil; self.right = nil; }
 *     public init(_ val: Int, _ left: TreeNode?, _ right: TreeNode?) {
 *         self.val = val
 *         self.left = left
 *         self.right = right
 *     }
 * }
 */
class Solution {
    func invertTree(_ root: TreeNode?) -> TreeNode? {
        guard let root = root else { return nil }
        var stack: [TreeNode] = [root]

        while !stack.isEmpty {
            let node = stack.removeLast()
            (node.left, node.right) = (node.right, node.left)

            if let left = node.left {
                stack.append(left)
            }
            if let right = node.right {
                stack.append(right)
            }
        }
        return root
    }
}

impl Solution {
    pub fn invert_tree(root: Option<Rc<RefCell<TreeNode>>>) -> Option<Rc<RefCell<TreeNode>>> {
        if root.is_none() {
            return None;
        }
        let mut stack = vec![root.clone().unwrap()];
        while let Some(node) = stack.pop() {
            let mut node_ref = node.borrow_mut();
            let left = node_ref.left.take();
            let right = node_ref.right.take();
            node_ref.left = right;
            node_ref.right = left;
            if let Some(ref l) = node_ref.left {
                stack.push(l.clone());
            }
            if let Some(ref r) = node_ref.right {
                stack.push(r.clone());
            }
        }
        root
    }
}

Time & Space Complexity

Time complexity: $O(n)$
Space complexity: $O(n)$

Common Pitfalls

Not Handling Null Root

Forgetting to check for a null root causes null pointer exceptions. Always return null immediately if the root is null.

Using Wrong References After Swap

After swapping, root.left now points to what was previously root.right. When recursing, make sure you're using the correct references for the swapped children.

Modifying While Traversing Incorrectly

In iterative approaches, ensure you push children to the stack after swapping, not before. Pushing before the swap means you're adding references to positions that will change.