From 98a4c2487814cdfe0822526e05c4e63ff6aef7d0 Mon Sep 17 00:00:00 2001 From: Caeden Date: Sat, 15 Oct 2022 13:58:09 +0100 Subject: [PATCH] feat: Binary tree node sum (#7020) (#7162) * feat: Binary tree node sum (#7020) * feat: Sum of all nodes in binary tree explanation (#7020) * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update data_structures/binary_tree/binary_tree_node_sum.py Co-authored-by: Christian Clauss * refactor: Change replace method with `__iter__` overriding (#7020) Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Christian Clauss --- DIRECTORY.md | 1 + .../binary_tree/binary_tree_node_sum.py | 76 +++++++++++++++++++ 2 files changed, 77 insertions(+) create mode 100644 data_structures/binary_tree/binary_tree_node_sum.py diff --git a/DIRECTORY.md b/DIRECTORY.md index 239dafa65..92bed9cb4 100644 --- a/DIRECTORY.md +++ b/DIRECTORY.md @@ -154,6 +154,7 @@ * [Binary Search Tree](data_structures/binary_tree/binary_search_tree.py) * [Binary Search Tree Recursive](data_structures/binary_tree/binary_search_tree_recursive.py) * [Binary Tree Mirror](data_structures/binary_tree/binary_tree_mirror.py) + * [Binary Tree Node Sum](data_structures/binary_tree/binary_tree_node_sum.py) * [Binary Tree Traversals](data_structures/binary_tree/binary_tree_traversals.py) * [Fenwick Tree](data_structures/binary_tree/fenwick_tree.py) * [Inorder Tree Traversal 2022](data_structures/binary_tree/inorder_tree_traversal_2022.py) diff --git a/data_structures/binary_tree/binary_tree_node_sum.py b/data_structures/binary_tree/binary_tree_node_sum.py new file mode 100644 index 000000000..5a13e74e3 --- /dev/null +++ b/data_structures/binary_tree/binary_tree_node_sum.py @@ -0,0 +1,76 @@ +""" +Sum of all nodes in a binary tree. + +Python implementation: + O(n) time complexity - Recurses through :meth:`depth_first_search` + with each element. + O(n) space complexity - At any point in time maximum number of stack + frames that could be in memory is `n` +""" + + +from __future__ import annotations + +from collections.abc import Iterator + + +class Node: + """ + A Node has a value variable and pointers to Nodes to its left and right. + """ + + def __init__(self, value: int) -> None: + self.value = value + self.left: Node | None = None + self.right: Node | None = None + + +class BinaryTreeNodeSum: + r""" + The below tree looks like this + 10 + / \ + 5 -3 + / / \ + 12 8 0 + + >>> tree = Node(10) + >>> sum(BinaryTreeNodeSum(tree)) + 10 + + >>> tree.left = Node(5) + >>> sum(BinaryTreeNodeSum(tree)) + 15 + + >>> tree.right = Node(-3) + >>> sum(BinaryTreeNodeSum(tree)) + 12 + + >>> tree.left.left = Node(12) + >>> sum(BinaryTreeNodeSum(tree)) + 24 + + >>> tree.right.left = Node(8) + >>> tree.right.right = Node(0) + >>> sum(BinaryTreeNodeSum(tree)) + 32 + """ + + def __init__(self, tree: Node) -> None: + self.tree = tree + + def depth_first_search(self, node: Node | None) -> int: + if node is None: + return 0 + return node.value + ( + self.depth_first_search(node.left) + self.depth_first_search(node.right) + ) + + def __iter__(self) -> Iterator[int]: + yield self.depth_first_search(self.tree) + + +if __name__ == "__main__": + import doctest + + doctest.testmod()