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hello-algo/codes/python/modules/tree_node.py

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"""
File: tree_node.py
Created Time: 2021-12-11
Author: Krahets (krahets@163.com)
"""
from collections import deque
class TreeNode:
"""二叉树节点类"""
def __init__(self, val: int = 0):
self.val: int = val # 节点值
self.height: int = 0 # 节点高度
self.left: TreeNode | None = None # 左子节点引用
self.right: TreeNode | None = None # 右子节点引用
# 序列化编码规则请参考:
# https://www.hello-algo.com/chapter_tree/array_representation_of_tree/
# 二叉树的数组表示:
# [1, 2, 3, 4, None, 6, 7, 8, 9, None, None, 12, None, None, 15]
# 二叉树的链表表示:
# /——— 15
# /——— 7
# /——— 3
# | \——— 6
# | \——— 12
# ——— 1
# \——— 2
# | /——— 9
# \——— 4
# \——— 8
def list_to_tree_dfs(arr: list[int], i: int) -> TreeNode | None:
"""将列表反序列化为二叉树:递归"""
# 如果索引超出数组长度,或者对应的元素为 None返回 None
if i < 0 or i >= len(arr) or arr[i] is None:
return None
# 构建当前节点
root = TreeNode(arr[i])
# 递归构建左右子树
root.left = list_to_tree_dfs(arr, 2 * i + 1)
root.right = list_to_tree_dfs(arr, 2 * i + 2)
return root
def list_to_tree(arr: list[int]) -> TreeNode | None:
"""将列表反序列化为二叉树"""
return list_to_tree_dfs(arr, 0)
def tree_to_list_dfs(root: TreeNode, i: int, res: list[int]) -> list[int]:
"""将二叉树序列化为列表:递归"""
if root is None:
return
if i >= len(res):
res += [None] * (i - len(res) + 1)
res[i] = root.val
tree_to_list_dfs(root.left, 2 * i + 1, res)
tree_to_list_dfs(root.right, 2 * i + 2, res)
def tree_to_list(root: TreeNode | None) -> list[int]:
"""将二叉树序列化为列表"""
res = []
tree_to_list_dfs(root, 0, res)
return res