AVL树Python实现
2024-10-12 18:36:02
# coding=utf-8
# AVL树Python实现 def get_height(node):
return node.height if node else -1 def tree_minimum(node):
temp_node = node
while temp_node.left:
temp_node = temp_node.left
return temp_node def tree_maximum(node):
temp_node = node
while temp_node.right:
temp_node = temp_node.right
return temp_node def left_left_rotate(node):
"""
AVL树的左左 其实跟红黑树的右旋没有区别 左左是两个节点均在左侧
最后一行的赋值是保证旋转的父节点的指针指向正确(虽然不知道有没有用 但是先试试吧)
:param node: 将要执行左左旋转的节点
:return: 左子节点
"""
node_left = node.left
node.left = node_left.right
node_left.right = node
node.height = max(get_height(node.left), get_height(node.right)) + 1
node_left.height = max(get_height(node_left.left), get_height(node_left.right)) + 1
return node_left def right_right_rotate(node):
"""
AVL树的右右 其实跟红黑树的左旋没有区别 右右是两个节点均在右侧
:param node: 将要执行右右旋转的节点
:return: 右子节点
"""
node_right = node.right
node.right = node_right.left
node_right.left = node
node.height = max(get_height(node.left), get_height(node.right)) + 1
node_right.height = max(get_height(node_right.left), get_height(node_right.right)) + 1
return node_right def left_right_rotate(node):
"""
AVL树的左右 -> 先左旋再右旋(红黑树) -> 右右然后左左(AVL树)
:param node: 出现高度异常的最高节点
:return: None
"""
node.left = right_right_rotate(node.left)
return left_left_rotate(node) def right_left_rotate(node):
node.right = left_left_rotate(node.right)
return right_right_rotate(node) def preorder_tree_walk(node):
if node:
print node.key
preorder_tree_walk(node.left)
preorder_tree_walk(node.right) class AVLTreeNode(object):
def __init__(self, key):
self.left = None
self.right = None
self.key = key
self.height = 0 class AVLTree(object):
def __init__(self):
self.root = None def find(self, key):
if not self.root:
return None
else:
return self._find(key) def _find(self, key):
start = self.root
while start:
if key == start.key:
return start
elif key > start.key:
start = start.right
elif key < start.key:
start = start.left
return None def insert(self, node):
if not self.root:
self.root = node
else:
self.root = self._insert(self.root, node) def _insert(self, index, node):
"""
AVL树插入操作的递归实现
:param index: root
:param node: 待插入节点
:return: root
"""
if not index:
index = node
elif node.key < index.key:
index.left = self._insert(index.left, node)
if get_height(index.left) - get_height(index.right) == 2:
if node.key < index.left.key:
index = left_left_rotate(index)
else:
index = left_right_rotate(index)
elif node.key > index.key:
index.right = self._insert(index.right, node)
if get_height(index.right) - get_height(index.left) == 2:
if node.key < index.right.key:
index = right_left_rotate(index)
else:
index = right_right_rotate(index)
index.height = max(get_height(index.left), get_height(index.right)) + 1
return index def delete(self, key):
self.root = self._delete(self.root, key) def _delete(self, index, key):
if not index:
raise KeyError, "Error, key not in the tree"
elif key < index.key:
index.left = self._delete(index.left, key)
if get_height(index.right) - get_height(index.left) == 2:
if get_height(index.right.right) > get_height(index.right.left):
index = right_right_rotate(index)
else:
index = right_left_rotate(index)
index.height = max(get_height(index.left), get_height(index.right))
elif key > index.key:
index.right = self._delete(index.right, key)
if get_height(index.left) - get_height(index.right) == 2:
if get_height(index.left.left) > get_height(index.left.right):
index = left_left_rotate(index)
else:
index = left_right_rotate(index)
index.height = max(get_height(index.left), get_height(index.right))
elif index.left and index.right:
if index.left.height <= index.right.height:
node_min = tree_minimum(index.right)
index.key = node_min.key
index.right = self._delete(index.right, index.key)
else:
node_max = tree_maximum(index.left)
index.key = node_max.key
index.left = self._delete(index.left, index.key)
index.height = max(get_height(index.left), get_height(index.right)) + 1
else:
if index.right:
index = index.right
else:
index = index.left
return index def main():
number_list = (7, 4, 1, 8, 5, 2, 9, 6, 3)
tree = AVLTree()
for number in number_list:
node = AVLTreeNode(number)
tree.insert(node)
preorder_tree_walk(tree.root)
tree.delete(4)
print '=========='
preorder_tree_walk(tree.root) if __name__ == '__main__':
main()
End.
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