""" Problem Statement: Given a binary perform an inorder traversal using Morris Inorder traversal algorithm. (Iterative version of Inorder traversal of tree) https://www.geeksforgeeks.org/inorder-tree-traversal-without-recursion-and-without-stack/ """ class TreeNode: """ Class representing a node in a binary tree. Attributes: ----------- value : The value stored at the node. left : Pointer to the left child node (default is None). right : Pointer to the right child node (default is None). """ def __init__(self, value: int) -> None: self.value = value self.left: TreeNode | None = None self.right: TreeNode | None = None class BinaryTree: """ Class representing a binary tree. >>> bt = BinaryTree() >>> bt.insert(9) >>> bt.insert(6) >>> bt.insert(10) >>> bt.insert(3) >>> bt.insert(7) >>> bt.insert(12) >>> bt.insert(2) >>> bt.insert(5) >>> bt.insert(4) >>> bt.morris_inorder_traversal() [2, 3, 4, 5, 6, 7, 9, 10, 12] """ def __init__(self) -> None: self.root: TreeNode | None = None def insert(self, value: int) -> None: """ Insert a value into the binary tree. Parameters: ----------- value : The value to be inserted into the binary tree. """ if self.root is None: self.root = TreeNode(value) else: self._insert_recursive(self.root, value) def _insert_recursive(self, node: TreeNode, value: int) -> None: """ Helper function to insert a value recursively into the tree. Parameters: ----------- node : The current node in the binary tree. value : The value to be inserted. """ if value < node.value: if node.left is None: node.left = TreeNode(value) else: self._insert_recursive(node.left, value) elif node.right is None: node.right = TreeNode(value) else: self._insert_recursive(node.right, value) def _predecessor(self, node: TreeNode) -> TreeNode: """ Helper Function to return predecessor of the given node in a binary tree Parameters: ----------- node : A node in the binary tree. Returns: -------- The predecessor of the node passed in the parameter """ temp_node = node.left while temp_node and temp_node.right and temp_node.right != node: temp_node = temp_node.right assert temp_node is not None, "Predecessor should not be None" return temp_node def morris_inorder_traversal(self) -> list[int]: """ Function for inorder traversal using morris inorder traversal. Algorithm : ------------ First set current node as root node. while current node is not empty If the current node has no left child. print the current node. point the current node to its right child else. find predecssor node of the current node. if predecessor has no right child, make the current node as the right child of the predecessor node. point current node to its left child. else, remove the link of the right child of predecessor node. print the current node point the current node to its right child. Returns: -------- A list of integers representing the inorder traversal. """ inorder_traversal = [] current_node = self.root while current_node: if current_node.left is None: inorder_traversal.append(current_node.value) current_node = current_node.right else: predecessor_node = self._predecessor(current_node) if predecessor_node.right is None: predecessor_node.right = current_node current_node = current_node.left else: predecessor_node.right = None inorder_traversal.append(current_node.value) current_node = current_node.right return inorder_traversal if __name__ == "__main__": import doctest doctest.testmod()