Update basic_binary_tree.py (#10388)

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Saswat Susmoy 2023-10-16 20:13:53 +05:30 committed by GitHub
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@ -1,101 +1,110 @@
from __future__ import annotations
from collections.abc import Iterator
from dataclasses import dataclass
@dataclass
class Node:
"""
A Node has data variable and pointers to Nodes to its left and right.
"""
data: int
left: Node | None = None
right: Node | None = None
def __init__(self, data: int) -> None:
self.data = data
self.left: Node | None = None
self.right: Node | None = None
def __iter__(self) -> Iterator[int]:
if self.left:
yield from self.left
yield self.data
if self.right:
yield from self.right
def __len__(self) -> int:
return sum(1 for _ in self)
def display(tree: Node | None) -> None: # In Order traversal of the tree
"""
>>> root = Node(1)
>>> root.left = Node(0)
>>> root.right = Node(2)
>>> display(root)
0
1
2
>>> display(root.right)
2
"""
if tree:
display(tree.left)
print(tree.data)
display(tree.right)
def depth_of_tree(tree: Node | None) -> int:
"""
Recursive function that returns the depth of a binary tree.
>>> root = Node(0)
>>> depth_of_tree(root)
1
>>> root.left = Node(0)
>>> depth_of_tree(root)
2
>>> root.right = Node(0)
>>> depth_of_tree(root)
2
>>> root.left.right = Node(0)
>>> depth_of_tree(root)
3
>>> depth_of_tree(root.left)
2
"""
return 1 + max(depth_of_tree(tree.left), depth_of_tree(tree.right)) if tree else 0
def is_full_binary_tree(tree: Node) -> bool:
"""
Returns True if this is a full binary tree
>>> root = Node(0)
>>> is_full_binary_tree(root)
True
>>> root.left = Node(0)
>>> is_full_binary_tree(root)
False
>>> root.right = Node(0)
>>> is_full_binary_tree(root)
True
>>> root.left.left = Node(0)
>>> is_full_binary_tree(root)
False
>>> root.right.right = Node(0)
>>> is_full_binary_tree(root)
False
"""
if not tree:
def is_full(self) -> bool:
if not self or (not self.left and not self.right):
return True
if tree.left and tree.right:
return is_full_binary_tree(tree.left) and is_full_binary_tree(tree.right)
else:
return not tree.left and not tree.right
if self.left and self.right:
return self.left.is_full() and self.right.is_full()
return False
def main() -> None: # Main function for testing.
tree = Node(1)
tree.left = Node(2)
tree.right = Node(3)
tree.left.left = Node(4)
tree.left.right = Node(5)
tree.left.right.left = Node(6)
tree.right.left = Node(7)
tree.right.left.left = Node(8)
tree.right.left.left.right = Node(9)
@dataclass
class BinaryTree:
root: Node
print(is_full_binary_tree(tree))
print(depth_of_tree(tree))
print("Tree is: ")
display(tree)
def __iter__(self) -> Iterator[int]:
return iter(self.root)
def __len__(self) -> int:
return len(self.root)
@classmethod
def small_tree(cls) -> BinaryTree:
"""
Return a small binary tree with 3 nodes.
>>> binary_tree = BinaryTree.small_tree()
>>> len(binary_tree)
3
>>> list(binary_tree)
[1, 2, 3]
"""
binary_tree = BinaryTree(Node(2))
binary_tree.root.left = Node(1)
binary_tree.root.right = Node(3)
return binary_tree
@classmethod
def medium_tree(cls) -> BinaryTree:
"""
Return a medium binary tree with 3 nodes.
>>> binary_tree = BinaryTree.medium_tree()
>>> len(binary_tree)
7
>>> list(binary_tree)
[1, 2, 3, 4, 5, 6, 7]
"""
binary_tree = BinaryTree(Node(4))
binary_tree.root.left = two = Node(2)
two.left = Node(1)
two.right = Node(3)
binary_tree.root.right = five = Node(5)
five.right = six = Node(6)
six.right = Node(7)
return binary_tree
def depth(self) -> int:
"""
Returns the depth of the tree
>>> BinaryTree(Node(1)).depth()
1
>>> BinaryTree.small_tree().depth()
2
>>> BinaryTree.medium_tree().depth()
4
"""
return self._depth(self.root)
def _depth(self, node: Node | None) -> int: # noqa: UP007
if not node:
return 0
return 1 + max(self._depth(node.left), self._depth(node.right))
def is_full(self) -> bool:
"""
Returns True if the tree is full
>>> BinaryTree(Node(1)).is_full()
True
>>> BinaryTree.small_tree().is_full()
True
>>> BinaryTree.medium_tree().is_full()
False
"""
return self.root.is_full()
if __name__ == "__main__":
main()
import doctest
doctest.testmod()