""" Problem Statement: Given a binary perform an preorder traversal using Morris Preorder traversal algorithm. (Iterative version of Preorder traversal of tree) https://www.geeksforgeeks.org/morris-traversal-for-preorder/ """ class TreeNode: """ Class representing a node in a binary tree. Attributes: ----------- value : int The value stored at the node. left : TreeNode Pointer to the left child node (default is None). right : TreeNode 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. Methods: -------- insert(value: int) -> None: Insert a value into the binary tree following binary search tree (BST) rules. morris_preorder_traversal() -> List[int]: Perform preorder traversal and return list of node values. >>> 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_preorder_traversal() [9, 6, 3, 2, 5, 4, 7, 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 : int 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 : TreeNode The current node in the binary tree. value : int 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 : TreeNode A node in the binary tree. Returns: -------- TreeNode: 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_preorder_traversal(self) -> list[int]: """ Function for preorder traversal using morris preorder traversal. Algorithm : ------------ First initialize current 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 right child points to current node, remove the link of the right child of predecessor node. point the current node to its right child. else, print the current node make the current node as the right child of the predecessor node. point current node to its left child. Returns: -------- List[int]: A list of integers representing the preorder traversal. """ preorder_traversal = [] current_node = self.root while current_node: if current_node.left is None: preorder_traversal.append(current_node.value) current_node = current_node.right else: predecessor_node = self._predecessor(current_node) if predecessor_node.right == current_node: predecessor_node.right = None current_node = current_node.right else: preorder_traversal.append(current_node.value) predecessor_node.right = current_node current_node = current_node.left return preorder_traversal if __name__ == "__main__": import doctest doctest.testmod()