mirror of
https://github.com/krahets/hello-algo.git
synced 2025-07-07 15:01:58 +08:00
Add implementation of array binary tree.
Rewrite the tree serialization and deserialization methods. Add applications of array and linked list.
This commit is contained in:
80
codes/python/modules/tree_node.py
Normal file
80
codes/python/modules/tree_node.py
Normal file
@ -0,0 +1,80 @@
|
||||
"""
|
||||
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
|
||||
|
||||
|
||||
def get_tree_node(root: TreeNode | None, val: int) -> TreeNode | None:
|
||||
"""Get a tree node with specific value in a binary tree"""
|
||||
if not root:
|
||||
return
|
||||
if root.val == val:
|
||||
return root
|
||||
left: TreeNode | None = get_tree_node(root.left, val)
|
||||
right: TreeNode | None = get_tree_node(root.right, val)
|
||||
return left if left else right
|
Reference in New Issue
Block a user