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serialize_deserialize_binary_tree.py 3.48 KB
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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()
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