



"""simple docstring"""

from collections.abc import Iterable
from typing import Any




class SCREAMING_SNAKE_CASE__					:



						def __init__(self						,     _lowercase = None							):





													'''simple docstring'''

													__a		:		int									=       value
													__a		:		Node | None									=       None  # Added in order to delete a node easier
													__a		:		Node | None									=       None
													__a		:		Node | None									=       None





						def __repr__(self							):





													'''simple docstring'''

													from pprint import pformat

													if self.left is None and self.right is None:
																				return str(self.value							)
													return pformat({F'''{self.value}''': (self.left, self.right)}						,     indent=1							)







class SCREAMING_SNAKE_CASE__					:



						def __init__(self						,     _lowercase = None							):





													'''simple docstring'''

													__a		:		str									=       root



						def __str__(self							):





													'''simple docstring'''

													return str(self.root							)



						def     lowerCAmelCase__(self						,     _lowercase						,     _lowercase							):





													'''simple docstring'''

													if new_children is not None:  # reset its kids
																				__a		:		Tuple									=       node.parent
													if node.parent is not None:  # reset its parent
																				if self.is_right(_lowercase							):  # If it is the right children
																											__a		:		Dict									=       new_children
																				else:
																											__a		:		List[Any]									=       new_children
													else:
																				__a		:		str									=       new_children



						def     lowerCAmelCase__(self						,     _lowercase							):





													'''simple docstring'''

													if node.parent and node.parent.right:
																				return node == node.parent.right
													return False



						def     lowerCAmelCase__(self							):





													'''simple docstring'''

													return self.root is None



						def     lowerCAmelCase__(self						,     _lowercase							):





													'''simple docstring'''

													__a		:		Optional[Any]									=       Node(_lowercase							)  # create a new Node
													if self.empty():  # if Tree is empty
																				__a		:		Any									=       new_node  # set its root
													else:  # Tree is not empty
																				__a		:		Dict									=       self.root  # from root
																				if parent_node is None:
																											return
																				while True:  # While we don't get to a leaf
																											if value < parent_node.value:  # We go left
																																		if parent_node.left is None:
																																									__a		:		Optional[int]									=       new_node  # We insert the new node in a leaf
																																									break
																																		else:
																																									__a		:		Optional[int]									=       parent_node.left
																											else:
																																		if parent_node.right is None:
																																									__a		:		Optional[Any]									=       new_node
																																									break
																																		else:
																																									__a		:		str									=       parent_node.right
																				__a		:		Union[str, Any]									=       parent_node



						def     lowerCAmelCase__(self						,     *_lowercase							):





													'''simple docstring'''

													for value in values:
																				self.__insert(_lowercase							)



						def     lowerCAmelCase__(self						,     _lowercase							):





													'''simple docstring'''

													if self.empty():
																				raise IndexError("""Warning: Tree is empty! please use another."""							)
													else:
																				__a		:		Any									=       self.root
																				# use lazy evaluation here to avoid NoneType Attribute error
																				while node is not None and node.value is not value:
																											__a		:		int									=       node.left if value < node.value else node.right
																				return node



						def     lowerCAmelCase__(self						,     _lowercase = None							):





													'''simple docstring'''

													if node is None:
																				if self.root is None:
																											return None
																				__a		:		Union[str, Any]									=       self.root

													if not self.empty():
																				while node.right is not None:
																											__a		:		Dict									=       node.right
													return node



						def     lowerCAmelCase__(self						,     _lowercase = None							):





													'''simple docstring'''

													if node is None:
																				__a		:		Any									=       self.root
													if self.root is None:
																				return None
													if not self.empty():
																				__a		:		str									=       self.root
																				while node.left is not None:
																											__a		:		List[Any]									=       node.left
													return node



						def     lowerCAmelCase__(self						,     _lowercase							):





													'''simple docstring'''

													__a		:		int									=       self.search(_lowercase							)  # Look for the node with that label
													if node is not None:
																				if node.left is None and node.right is None:  # If it has no children
																											self.__reassign_nodes(_lowercase						,     _lowercase							)
																				elif node.left is None:  # Has only right children
																											self.__reassign_nodes(_lowercase						,     node.right							)
																				elif node.right is None:  # Has only left children
																											self.__reassign_nodes(_lowercase						,     node.left							)
																				else:
																											__a		:		Optional[Any]									=       self.get_max(
																											    node.left							)  # Gets the max value of the left branch
																											self.remove(tmp_node.value							)  # type: ignore
																											__a		:		Tuple									=       (
																											    tmp_node.value  # type: ignore
																											)  # Assigns the value to the node to delete and keep tree structure



						def     lowerCAmelCase__(self						,     _lowercase							):





													'''simple docstring'''

													if node is not None:
																				yield node  # Preorder Traversal
																				yield from self.preorder_traverse(node.left							)
																				yield from self.preorder_traverse(node.right							)



						def     lowerCAmelCase__(self						,     _lowercase=None							):





													'''simple docstring'''

													if traversal_function is None:
																				return self.preorder_traverse(self.root							)
													else:
																				return traversal_function(self.root							)



						def     lowerCAmelCase__(self						,     _lowercase						,     _lowercase							):





													'''simple docstring'''

													if node:
																				self.inorder(_lowercase						,     node.left							)
																				arr.append(node.value							)
																				self.inorder(_lowercase						,     node.right							)





						def     lowerCAmelCase__(self						,     _lowercase						,     _lowercase							):





													'''simple docstring'''

													__a		:		list[int]									=       []
													self.inorder(_lowercase						,     _lowercase							)  # append all values to list using inorder traversal
													return arr[k - 1]







def       __magic_name__    (   _lowerCamelCase				: Node | None					):
							__a		:		str									=       []
							if curr_node is not None:
														__a		:		Dict									=       postorder(curr_node.left					) + postorder(curr_node.right					) + [curr_node]
							return node_list





def       __magic_name__    (   ):
							__a		:		Dict									=       (8, 3, 6, 1, 1_0, 1_4, 1_3, 4, 7)
							__a		:		List[str]									=       BinarySearchTree()
							for i in testlist:
														t.insert(_lowerCamelCase					)

							# Prints all the elements of the list in order traversal
							print(_lowerCamelCase					)

							if t.search(6					) is not None:
														print("""The value 6 exists"""					)
							else:
														print("""The value 6 doesn't exist"""					)

							if t.search(-1					) is not None:
														print("""The value -1 exists"""					)
							else:
														print("""The value -1 doesn't exist"""					)

							if not t.empty():
														print("""Max Value: """  ,       t.get_max().value					)  # type: ignore
														print("""Min Value: """  ,       t.get_min().value					)  # type: ignore

							for i in testlist:
														t.remove(_lowerCamelCase					)
														print(_lowerCamelCase					)


if __name__ == "__main__":
		import doctest

		doctest.testmod(verbose=True)






"""simple docstring"""

from dataclasses import dataclass
from enum import Enum
from typing import List, Optional, Union

import numpy as np
import PIL
from PIL import Image

from ...utils import BaseOutput, is_torch_available, is_transformers_available




@dataclass
class SCREAMING_SNAKE_CASE__					(		__snake_case      ):
						_lowerCAmelCase							=					42
						_lowerCAmelCase							=					42


if is_transformers_available() and is_torch_available():
	from .pipeline_semantic_stable_diffusion import SemanticStableDiffusionPipeline

