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avl_tree.py
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172 lines (120 loc) · 3.99 KB
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from __future__ import annotations
import math
import random
from typing import Any
class MyQueue:
def __init__(self) -> None:
self.data: list[Any] = []
self.head: int = 0
self.tail: int = 0
def is_empty(self) -> bool:
return self.head == self.tail
def push(self, data: Any) -> None:
self.data.append(data)
self.tail += 1
def pop(self) -> Any:
ret = self.data[self.head]
self.head += 1
return ret
class MyNode:
def __init__(self, data: Any) -> None:
self.data = data
self.left: MyNode | None = None
self.right: MyNode | None = None
self.height: int = 1
def get_data(self) -> Any:
return self.data
def get_left(self) -> MyNode | None:
return self.left
def get_right(self) -> MyNode | None:
return self.right
def get_height(self) -> int:
return self.height
def set_left(self, node: MyNode | None) -> None:
self.left = node
def set_right(self, node: MyNode | None) -> None:
self.right = node
def set_height(self, height: int) -> None:
self.height = height
def get_height(node: MyNode | None) -> int:
return node.get_height() if node else 0
def my_max(a: int, b: int) -> int:
return a if a > b else b
def right_rotation(node: MyNode) -> MyNode:
ret = node.get_left()
assert ret is not None
node.set_left(ret.get_right())
ret.set_right(node)
node.set_height(
my_max(get_height(node.get_left()), get_height(node.get_right())) + 1
)
ret.set_height(my_max(get_height(ret.get_left()), get_height(ret.get_right())) + 1)
return ret
def left_rotation(node: MyNode) -> MyNode:
ret = node.get_right()
assert ret is not None
node.set_right(ret.get_left())
ret.set_left(node)
node.set_height(
my_max(get_height(node.get_left()), get_height(node.get_right())) + 1
)
ret.set_height(my_max(get_height(ret.get_left()), get_height(ret.get_right())) + 1)
return ret
def lr_rotation(node: MyNode) -> MyNode:
node.set_left(left_rotation(node.get_left()))
return right_rotation(node)
def rl_rotation(node: MyNode) -> MyNode:
node.set_right(right_rotation(node.get_right()))
return left_rotation(node)
def insert_node(node: MyNode | None, data: Any) -> MyNode:
if node is None:
return MyNode(data)
if data < node.get_data():
node.set_left(insert_node(node.get_left(), data))
if get_height(node.get_left()) - get_height(node.get_right()) == 2:
left_child = node.get_left()
if data < left_child.get_data():
node = right_rotation(node)
else:
node = lr_rotation(node)
else:
node.set_right(insert_node(node.get_right(), data))
if get_height(node.get_right()) - get_height(node.get_left()) == 2:
right_child = node.get_right()
if data < right_child.get_data():
node = rl_rotation(node)
else:
node = left_rotation(node)
node.set_height(
my_max(get_height(node.get_left()), get_height(node.get_right())) + 1
)
return node
class AVLtree:
def __init__(self) -> None:
self.root: MyNode | None = None
def insert(self, data: Any) -> None:
self.root = insert_node(self.root, data)
def get_height(self) -> int:
return get_height(self.root)
# ✅ NEW FEATURE (YOUR CONTRIBUTION)
def inorder_traversal(root, result):
"""
Performs inorder traversal of AVL tree and stores result.
"""
if root:
inorder_traversal(root.get_left(), result)
result.append(root.get_data())
inorder_traversal(root.get_right(), result)
def avl_sort(arr):
"""
Sorts a list using AVL Tree.
Example:
>>> avl_sort([3,1,2])
[1, 2, 3]
"""
tree = AVLtree()
for value in arr:
tree.insert(value)
result = []
inorder_traversal(tree.root, result)
return result