From c38b222212de921295440b2b1236376136f37136 Mon Sep 17 00:00:00 2001 From: dekomori_sanae09 Date: Mon, 30 Oct 2023 04:37:21 +0530 Subject: [PATCH] serialize deserialize binary tree (#9625) * added serialize and desrialize bin tree * format files * added type hints * added type hints * Use dataclass .__eq__(), .__iter__(), and .__repr__() --------- Co-authored-by: Christian Clauss --- .../serialize_deserialize_binary_tree.py | 140 ++++++++++++++++++ 1 file changed, 140 insertions(+) create mode 100644 data_structures/binary_tree/serialize_deserialize_binary_tree.py diff --git a/data_structures/binary_tree/serialize_deserialize_binary_tree.py b/data_structures/binary_tree/serialize_deserialize_binary_tree.py new file mode 100644 index 000000000..7d3e0c61f --- /dev/null +++ b/data_structures/binary_tree/serialize_deserialize_binary_tree.py @@ -0,0 +1,140 @@ +from __future__ import annotations + +from collections.abc import Iterator +from dataclasses import dataclass + + +@dataclass +class TreeNode: + """ + A binary tree node has a value, left child, and right child. + + Props: + value: The value of the node. + left: The left child of the node. + right: The right child of the node. + """ + + value: int = 0 + left: TreeNode | None = None + right: TreeNode | None = None + + def __post_init__(self): + if not isinstance(self.value, int): + raise TypeError("Value must be an integer.") + + def __iter__(self) -> Iterator[TreeNode]: + """ + Iterate through the tree in preorder. + + Returns: + An iterator of the tree nodes. + + >>> list(TreeNode(1)) + [1,null,null] + >>> tuple(TreeNode(1, TreeNode(2), TreeNode(3))) + (1,2,null,null,3,null,null, 2,null,null, 3,null,null) + """ + yield self + yield from self.left or () + yield from self.right or () + + def __len__(self) -> int: + """ + Count the number of nodes in the tree. + + Returns: + The number of nodes in the tree. + + >>> len(TreeNode(1)) + 1 + >>> len(TreeNode(1, TreeNode(2), TreeNode(3))) + 3 + """ + return sum(1 for _ in self) + + def __repr__(self) -> str: + """ + Represent the tree as a string. + + Returns: + A string representation of the tree. + + >>> repr(TreeNode(1)) + '1,null,null' + >>> repr(TreeNode(1, TreeNode(2), TreeNode(3))) + '1,2,null,null,3,null,null' + >>> repr(TreeNode(1, TreeNode(2), TreeNode(3, TreeNode(4), TreeNode(5)))) + '1,2,null,null,3,4,null,null,5,null,null' + """ + return f"{self.value},{self.left!r},{self.right!r}".replace("None", "null") + + @classmethod + def five_tree(cls) -> TreeNode: + """ + >>> repr(TreeNode.five_tree()) + '1,2,null,null,3,4,null,null,5,null,null' + """ + root = TreeNode(1) + root.left = TreeNode(2) + root.right = TreeNode(3) + root.right.left = TreeNode(4) + root.right.right = TreeNode(5) + return root + + +def deserialize(data: str) -> TreeNode | None: + """ + Deserialize a string to a binary tree. + + Args: + data(str): The serialized string. + + Returns: + The root of the binary tree. + + >>> root = TreeNode.five_tree() + >>> serialzed_data = repr(root) + >>> deserialized = deserialize(serialzed_data) + >>> root == deserialized + True + >>> root is deserialized # two separate trees + False + >>> root.right.right.value = 6 + >>> root == deserialized + False + >>> serialzed_data = repr(root) + >>> deserialized = deserialize(serialzed_data) + >>> root == deserialized + True + >>> deserialize("") + Traceback (most recent call last): + ... + ValueError: Data cannot be empty. + """ + + if not data: + raise ValueError("Data cannot be empty.") + + # Split the serialized string by a comma to get node values + nodes = data.split(",") + + def build_tree() -> TreeNode | None: + # Get the next value from the list + value = nodes.pop(0) + + if value == "null": + return None + + node = TreeNode(int(value)) + node.left = build_tree() # Recursively build left subtree + node.right = build_tree() # Recursively build right subtree + return node + + return build_tree() + + +if __name__ == "__main__": + import doctest + + doctest.testmod()