|
| 1 | +""" |
| 2 | +Is a binary tree a sum tree where the value of every non-leaf node is equal to the sum |
| 3 | +of the values of its left and right subtrees? |
| 4 | +https://www.geeksforgeeks.org/check-if-a-given-binary-tree-is-sumtree |
| 5 | +""" |
| 6 | +from __future__ import annotations |
| 7 | + |
| 8 | +from collections.abc import Iterator |
| 9 | +from dataclasses import dataclass |
| 10 | + |
| 11 | + |
| 12 | +@dataclass |
| 13 | +class Node: |
| 14 | + data: int |
| 15 | + left: Node | None = None |
| 16 | + right: Node | None = None |
| 17 | + |
| 18 | + def __iter__(self) -> Iterator[int]: |
| 19 | + """ |
| 20 | + >>> root = Node(2) |
| 21 | + >>> list(root) |
| 22 | + [2] |
| 23 | + >>> root.left = Node(1) |
| 24 | + >>> tuple(root) |
| 25 | + (1, 2) |
| 26 | + """ |
| 27 | + if self.left: |
| 28 | + yield from self.left |
| 29 | + yield self.data |
| 30 | + if self.right: |
| 31 | + yield from self.right |
| 32 | + |
| 33 | + def __len__(self) -> int: |
| 34 | + """ |
| 35 | + >>> root = Node(2) |
| 36 | + >>> len(root) |
| 37 | + 1 |
| 38 | + >>> root.left = Node(1) |
| 39 | + >>> len(root) |
| 40 | + 2 |
| 41 | + """ |
| 42 | + return sum(1 for _ in self) |
| 43 | + |
| 44 | + @property |
| 45 | + def is_sum_node(self) -> bool: |
| 46 | + """ |
| 47 | + >>> root = Node(3) |
| 48 | + >>> root.is_sum_node |
| 49 | + True |
| 50 | + >>> root.left = Node(1) |
| 51 | + >>> root.is_sum_node |
| 52 | + False |
| 53 | + >>> root.right = Node(2) |
| 54 | + >>> root.is_sum_node |
| 55 | + True |
| 56 | + """ |
| 57 | + if not self.left and not self.right: |
| 58 | + return True # leaf nodes are considered sum nodes |
| 59 | + left_sum = sum(self.left) if self.left else 0 |
| 60 | + right_sum = sum(self.right) if self.right else 0 |
| 61 | + return all( |
| 62 | + ( |
| 63 | + self.data == left_sum + right_sum, |
| 64 | + self.left.is_sum_node if self.left else True, |
| 65 | + self.right.is_sum_node if self.right else True, |
| 66 | + ) |
| 67 | + ) |
| 68 | + |
| 69 | + |
| 70 | +@dataclass |
| 71 | +class BinaryTree: |
| 72 | + root: Node |
| 73 | + |
| 74 | + def __iter__(self) -> Iterator[int]: |
| 75 | + """ |
| 76 | + >>> list(BinaryTree.build_a_tree()) |
| 77 | + [1, 2, 7, 11, 15, 29, 35, 40] |
| 78 | + """ |
| 79 | + return iter(self.root) |
| 80 | + |
| 81 | + def __len__(self) -> int: |
| 82 | + """ |
| 83 | + >>> len(BinaryTree.build_a_tree()) |
| 84 | + 8 |
| 85 | + """ |
| 86 | + return len(self.root) |
| 87 | + |
| 88 | + def __str__(self) -> str: |
| 89 | + """ |
| 90 | + Returns a string representation of the inorder traversal of the binary tree. |
| 91 | +
|
| 92 | + >>> str(list(BinaryTree.build_a_tree())) |
| 93 | + '[1, 2, 7, 11, 15, 29, 35, 40]' |
| 94 | + """ |
| 95 | + return str(list(self)) |
| 96 | + |
| 97 | + @property |
| 98 | + def is_sum_tree(self) -> bool: |
| 99 | + """ |
| 100 | + >>> BinaryTree.build_a_tree().is_sum_tree |
| 101 | + False |
| 102 | + >>> BinaryTree.build_a_sum_tree().is_sum_tree |
| 103 | + True |
| 104 | + """ |
| 105 | + return self.root.is_sum_node |
| 106 | + |
| 107 | + @classmethod |
| 108 | + def build_a_tree(cls) -> BinaryTree: |
| 109 | + r""" |
| 110 | + Create a binary tree with the specified structure: |
| 111 | + 11 |
| 112 | + / \ |
| 113 | + 2 29 |
| 114 | + / \ / \ |
| 115 | + 1 7 15 40 |
| 116 | + \ |
| 117 | + 35 |
| 118 | + >>> list(BinaryTree.build_a_tree()) |
| 119 | + [1, 2, 7, 11, 15, 29, 35, 40] |
| 120 | + """ |
| 121 | + tree = BinaryTree(Node(11)) |
| 122 | + root = tree.root |
| 123 | + root.left = Node(2) |
| 124 | + root.right = Node(29) |
| 125 | + root.left.left = Node(1) |
| 126 | + root.left.right = Node(7) |
| 127 | + root.right.left = Node(15) |
| 128 | + root.right.right = Node(40) |
| 129 | + root.right.right.left = Node(35) |
| 130 | + return tree |
| 131 | + |
| 132 | + @classmethod |
| 133 | + def build_a_sum_tree(cls) -> BinaryTree: |
| 134 | + r""" |
| 135 | + Create a binary tree with the specified structure: |
| 136 | + 26 |
| 137 | + / \ |
| 138 | + 10 3 |
| 139 | + / \ \ |
| 140 | + 4 6 3 |
| 141 | + >>> list(BinaryTree.build_a_sum_tree()) |
| 142 | + [4, 10, 6, 26, 3, 3] |
| 143 | + """ |
| 144 | + tree = BinaryTree(Node(26)) |
| 145 | + root = tree.root |
| 146 | + root.left = Node(10) |
| 147 | + root.right = Node(3) |
| 148 | + root.left.left = Node(4) |
| 149 | + root.left.right = Node(6) |
| 150 | + root.right.right = Node(3) |
| 151 | + return tree |
| 152 | + |
| 153 | + |
| 154 | +if __name__ == "__main__": |
| 155 | + from doctest import testmod |
| 156 | + |
| 157 | + testmod() |
| 158 | + tree = BinaryTree.build_a_tree() |
| 159 | + print(f"{tree} has {len(tree)} nodes and {tree.is_sum_tree = }.") |
| 160 | + tree = BinaryTree.build_a_sum_tree() |
| 161 | + print(f"{tree} has {len(tree)} nodes and {tree.is_sum_tree = }.") |
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