From e667b8ab45dc5319bf1fcac78db5e088dcc703f2 Mon Sep 17 00:00:00 2001 From: kuntal0901 Date: Sat, 5 Oct 2024 19:26:11 +0530 Subject: [PATCH] feat: Implemented Morris preorder traversal for Binary tree --- .../binary_tree/morris_preorder_traversal.py | 168 ++++++++++++++++++ 1 file changed, 168 insertions(+) create mode 100644 data_structures/binary_tree/morris_preorder_traversal.py diff --git a/data_structures/binary_tree/morris_preorder_traversal.py b/data_structures/binary_tree/morris_preorder_traversal.py new file mode 100644 index 000000000..041ba35b1 --- /dev/null +++ b/data_structures/binary_tree/morris_preorder_traversal.py @@ -0,0 +1,168 @@ +""" +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()