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Added an algorithm transfrom bst to greater sum tree (#9777)
* Added an algorithm transfrom bst to greater sum tree * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update and rename transform_bst_sum_tree.py to is_sum_tree.py --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Christian Clauss <cclauss@me.com>
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data_structures/binary_tree/is_sum_tree.py
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data_structures/binary_tree/is_sum_tree.py
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"""
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Is a binary tree a sum tree where the value of every non-leaf node is equal to the sum
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of the values of its left and right subtrees?
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https://www.geeksforgeeks.org/check-if-a-given-binary-tree-is-sumtree
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"""
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from __future__ import annotations
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from collections.abc import Iterator
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from dataclasses import dataclass
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@dataclass
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class Node:
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data: int
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left: Node | None = None
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right: Node | None = None
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def __iter__(self) -> Iterator[int]:
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"""
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>>> root = Node(2)
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>>> list(root)
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[2]
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>>> root.left = Node(1)
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>>> tuple(root)
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(1, 2)
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"""
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if self.left:
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yield from self.left
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yield self.data
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if self.right:
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yield from self.right
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def __len__(self) -> int:
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"""
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>>> root = Node(2)
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>>> len(root)
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1
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>>> root.left = Node(1)
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>>> len(root)
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2
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"""
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return sum(1 for _ in self)
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@property
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def is_sum_node(self) -> bool:
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"""
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>>> root = Node(3)
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>>> root.is_sum_node
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True
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>>> root.left = Node(1)
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>>> root.is_sum_node
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False
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>>> root.right = Node(2)
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>>> root.is_sum_node
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True
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"""
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if not self.left and not self.right:
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return True # leaf nodes are considered sum nodes
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left_sum = sum(self.left) if self.left else 0
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right_sum = sum(self.right) if self.right else 0
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return all(
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(
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self.data == left_sum + right_sum,
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self.left.is_sum_node if self.left else True,
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self.right.is_sum_node if self.right else True,
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)
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)
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@dataclass
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class BinaryTree:
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root: Node
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def __iter__(self) -> Iterator[int]:
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"""
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>>> list(BinaryTree.build_a_tree())
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[1, 2, 7, 11, 15, 29, 35, 40]
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"""
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return iter(self.root)
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def __len__(self) -> int:
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"""
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>>> len(BinaryTree.build_a_tree())
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8
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"""
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return len(self.root)
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def __str__(self) -> str:
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"""
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Returns a string representation of the inorder traversal of the binary tree.
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>>> str(list(BinaryTree.build_a_tree()))
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'[1, 2, 7, 11, 15, 29, 35, 40]'
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"""
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return str(list(self))
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@property
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def is_sum_tree(self) -> bool:
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"""
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>>> BinaryTree.build_a_tree().is_sum_tree
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False
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>>> BinaryTree.build_a_sum_tree().is_sum_tree
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True
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"""
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return self.root.is_sum_node
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@classmethod
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def build_a_tree(cls) -> BinaryTree:
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r"""
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Create a binary tree with the specified structure:
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11
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/ \
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2 29
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/ \ / \
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1 7 15 40
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\
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35
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>>> list(BinaryTree.build_a_tree())
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[1, 2, 7, 11, 15, 29, 35, 40]
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"""
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tree = BinaryTree(Node(11))
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root = tree.root
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root.left = Node(2)
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root.right = Node(29)
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root.left.left = Node(1)
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root.left.right = Node(7)
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root.right.left = Node(15)
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root.right.right = Node(40)
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root.right.right.left = Node(35)
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return tree
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@classmethod
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def build_a_sum_tree(cls) -> BinaryTree:
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r"""
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Create a binary tree with the specified structure:
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26
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/ \
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10 3
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/ \ \
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4 6 3
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>>> list(BinaryTree.build_a_sum_tree())
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[4, 10, 6, 26, 3, 3]
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"""
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tree = BinaryTree(Node(26))
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root = tree.root
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root.left = Node(10)
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root.right = Node(3)
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root.left.left = Node(4)
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root.left.right = Node(6)
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root.right.right = Node(3)
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return tree
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if __name__ == "__main__":
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from doctest import testmod
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testmod()
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tree = BinaryTree.build_a_tree()
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print(f"{tree} has {len(tree)} nodes and {tree.is_sum_tree = }.")
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tree = BinaryTree.build_a_sum_tree()
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print(f"{tree} has {len(tree)} nodes and {tree.is_sum_tree = }.")
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