code: 
  
  
  
  
  
  
  """simple docstring"""
  
  
  
  
  
  
  from __future__ import annotations
  
  import unittest
  from collections.abc import Iterator
  class 						__lowerCAmelCase   :
  
  
  
  
  
  
  
    '''simple docstring'''
  
  
    def __init__(      self:		Union[str, Any]				,			UpperCamelCase_:		int				,			UpperCamelCase_:		Node | None					):
       UpperCamelCase_     =label
       UpperCamelCase_     =parent
       UpperCamelCase_     =None
       UpperCamelCase_     =None
  
  
  
  
  class 						__lowerCAmelCase   :
  
  
  
  
  
  
  
    '''simple docstring'''
  
  
    def __init__(      self:		Any					):
       UpperCamelCase_     =None
    def 					UpperCamelCase__   (      self:		int					):
       UpperCamelCase_     =None
    def 					UpperCamelCase__   (      self:		List[Any]					):
       return self.root is None
    def 					UpperCamelCase__   (      self:		str				,			UpperCamelCase_:		int					):
       UpperCamelCase_     =self._put(self.root				,			UpperCamelCase_					)
    def 					UpperCamelCase__   (      self:		Union[str, Any]				,			UpperCamelCase_:		Node | None				,			UpperCamelCase_:		int				,			UpperCamelCase_:		Node | None = None					):
       if node is None:
          UpperCamelCase_     =Node(UpperCamelCase_				,			UpperCamelCase_					)
       else:
          if label < node.label:
             UpperCamelCase_     =self._put(node.left				,			UpperCamelCase_				,			UpperCamelCase_					)
          elif label > node.label:
             UpperCamelCase_     =self._put(node.right				,			UpperCamelCase_				,			UpperCamelCase_					)
          else:
             UpperCamelCase_     =f"""Node with label {label} already exists"""
             raise Exception(UpperCamelCase_					)
  
       return node
    def 					UpperCamelCase__   (      self:		Union[str, Any]				,			UpperCamelCase_:		int					):
       return self._search(self.root				,			UpperCamelCase_					)
    def 					UpperCamelCase__   (      self:		Union[str, Any]				,			UpperCamelCase_:		Node | None				,			UpperCamelCase_:		int					):
       if node is None:
          UpperCamelCase_     =f"""Node with label {label} does not exist"""
          raise Exception(UpperCamelCase_					)
       else:
          if label < node.label:
             UpperCamelCase_     =self._search(node.left				,			UpperCamelCase_					)
          elif label > node.label:
             UpperCamelCase_     =self._search(node.right				,			UpperCamelCase_					)
  
       return node
    def 					UpperCamelCase__   (      self:		int				,			UpperCamelCase_:		int					):
       UpperCamelCase_     =self.search(UpperCamelCase_					)
       if node.right and node.left:
          UpperCamelCase_     =self._get_lowest_node(node.right					)
          UpperCamelCase_     =node.left
          UpperCamelCase_     =node.right
          UpperCamelCase_     =lowest_node
          if node.right:
             UpperCamelCase_     =lowest_node
          self._reassign_nodes(UpperCamelCase_				,			UpperCamelCase_					)
       elif not node.right and node.left:
          self._reassign_nodes(UpperCamelCase_				,			node.left					)
       elif node.right and not node.left:
          self._reassign_nodes(UpperCamelCase_				,			node.right					)
       else:
          self._reassign_nodes(UpperCamelCase_				,			UpperCamelCase_					)
    def 					UpperCamelCase__   (      self:		Optional[Any]				,			UpperCamelCase_:		Node				,			UpperCamelCase_:		Node | None					):
       if new_children:
          UpperCamelCase_     =node.parent
  
       if node.parent:
          if node.parent.right == node:
             UpperCamelCase_     =new_children
          else:
             UpperCamelCase_     =new_children
       else:
          UpperCamelCase_     =new_children
    def 					UpperCamelCase__   (      self:		Optional[int]				,			UpperCamelCase_:		Node					):
       if node.left:
          UpperCamelCase_     =self._get_lowest_node(node.left					)
       else:
          UpperCamelCase_     =node
          self._reassign_nodes(UpperCamelCase_				,			node.right					)
  
       return lowest_node
    def 					UpperCamelCase__   (      self:		List[str]				,			UpperCamelCase_:		int					):
       try:
          self.search(UpperCamelCase_					)
          return True
       except Exception:
          return False
    def 					UpperCamelCase__   (      self:		str					):
       if self.root is None:
          raise Exception("Binary search tree is empty"					)
  
       UpperCamelCase_     =self.root
       while node.right is not None:
          UpperCamelCase_     =node.right
  
       return node.label
    def 					UpperCamelCase__   (      self:		List[str]					):
       if self.root is None:
          raise Exception("Binary search tree is empty"					)
  
       UpperCamelCase_     =self.root
       while node.left is not None:
          UpperCamelCase_     =node.left
  
       return node.label
    def 					UpperCamelCase__   (      self:		Optional[Any]					):
       return self._inorder_traversal(self.root					)
    def 					UpperCamelCase__   (      self:		List[str]				,			UpperCamelCase_:		Node | None					):
       if node is not None:
          yield from self._inorder_traversal(node.left					)
          yield node
          yield from self._inorder_traversal(node.right					)
    def 					UpperCamelCase__   (      self:		str					):
       return self._preorder_traversal(self.root					)
  
  
  
  
  
    def 					UpperCamelCase__   (      self:		Union[str, Any]				,			UpperCamelCase_:		Node | None					):
       if node is not None:
          yield node
          yield from self._preorder_traversal(node.left					)
          yield from self._preorder_traversal(node.right					)
  
  
  
  
  class 						__lowerCAmelCase   (			unittest.TestCase       ):
  
  
  
  
  
  
  
    '''simple docstring'''
  
  
    @staticmethod
    def 					UpperCamelCase__   (      ):
       UpperCamelCase_     =BinarySearchTree()
       t.put(8					)
       t.put(3					)
       t.put(6					)
       t.put(1					)
       t.put(10					)
       t.put(14					)
       t.put(13					)
       t.put(4					)
       t.put(7					)
       t.put(5					)
  
       return t
    def 					UpperCamelCase__   (      self:		Optional[int]					):
       UpperCamelCase_     =BinarySearchTree()
       assert t.is_empty()
  
       t.put(8					)
       assert t.root is not None
       assert t.root.parent is None
       assert t.root.label == 8
  
       t.put(10					)
       assert t.root.right is not None
       assert t.root.right.parent == t.root
       assert t.root.right.label == 10
  
       t.put(3					)
       assert t.root.left is not None
       assert t.root.left.parent == t.root
       assert t.root.left.label == 3
  
       t.put(6					)
       assert t.root.left.right is not None
       assert t.root.left.right.parent == t.root.left
       assert t.root.left.right.label == 6
  
       t.put(1					)
       assert t.root.left.left is not None
       assert t.root.left.left.parent == t.root.left
       assert t.root.left.left.label == 1
  
       with self.assertRaises(UpperCamelCase_					):  # noqa: B017
          t.put(1					)
    def 					UpperCamelCase__   (      self:		Optional[int]					):
       UpperCamelCase_     =self._get_binary_search_tree()
  
       UpperCamelCase_     =t.search(6					)
       assert node.label == 6
  
       UpperCamelCase_     =t.search(13					)
       assert node.label == 13
  
       with self.assertRaises(UpperCamelCase_					):  # noqa: B017
          t.search(2					)
    def 					UpperCamelCase__   (      self:		str					):
       UpperCamelCase_     =self._get_binary_search_tree()
  
       t.remove(13					)
       assert t.root is not None
       assert t.root.right is not None
       assert t.root.right.right is not None
       assert t.root.right.right.right is None
       assert t.root.right.right.left is None
  
       t.remove(7					)
       assert t.root.left is not None
       assert t.root.left.right is not None
       assert t.root.left.right.left is not None
       assert t.root.left.right.right is None
       assert t.root.left.right.left.label == 4
  
       t.remove(6					)
       assert t.root.left.left is not None
       assert t.root.left.right.right is not None
       assert t.root.left.left.label == 1
       assert t.root.left.right.label == 4
       assert t.root.left.right.right.label == 5
       assert t.root.left.right.left is None
       assert t.root.left.left.parent == t.root.left
       assert t.root.left.right.parent == t.root.left
  
       t.remove(3					)
       assert t.root is not None
       assert t.root.left.label == 4
       assert t.root.left.right.label == 5
       assert t.root.left.left.label == 1
       assert t.root.left.parent == t.root
       assert t.root.left.left.parent == t.root.left
       assert t.root.left.right.parent == t.root.left
  
       t.remove(4					)
       assert t.root.left is not None
       assert t.root.left.left is not None
       assert t.root.left.label == 5
       assert t.root.left.right is None
       assert t.root.left.left.label == 1
       assert t.root.left.parent == t.root
       assert t.root.left.left.parent == t.root.left
    def 					UpperCamelCase__   (      self:		Optional[Any]					):
       UpperCamelCase_     =self._get_binary_search_tree()
  
       t.remove(3					)
       assert t.root is not None
       assert t.root.left is not None
       assert t.root.left.left is not None
       assert t.root.left.right is not None
       assert t.root.left.right.left is not None
       assert t.root.left.right.right is not None
       assert t.root.left.label == 4
       assert t.root.left.right.label == 6
       assert t.root.left.left.label == 1
       assert t.root.left.right.right.label == 7
       assert t.root.left.right.left.label == 5
       assert t.root.left.parent == t.root
       assert t.root.left.right.parent == t.root.left
       assert t.root.left.left.parent == t.root.left
       assert t.root.left.right.left.parent == t.root.left.right
    def 					UpperCamelCase__   (      self:		Optional[Any]					):
       UpperCamelCase_     =self._get_binary_search_tree()
       t.empty()
       assert t.root is None
    def 					UpperCamelCase__   (      self:		List[str]					):
       UpperCamelCase_     =self._get_binary_search_tree()
       assert not t.is_empty()
  
       t.empty()
       assert t.is_empty()
    def 					UpperCamelCase__   (      self:		List[str]					):
       UpperCamelCase_     =self._get_binary_search_tree()
  
       assert t.exists(6					)
       assert not t.exists(-1					)
    def 					UpperCamelCase__   (      self:		List[Any]					):
       UpperCamelCase_     =self._get_binary_search_tree()
  
       assert t.get_max_label() == 14
  
       t.empty()
       with self.assertRaises(UpperCamelCase_					):  # noqa: B017
          t.get_max_label()
    def 					UpperCamelCase__   (      self:		Optional[int]					):
       UpperCamelCase_     =self._get_binary_search_tree()
  
       assert t.get_min_label() == 1
  
       t.empty()
       with self.assertRaises(UpperCamelCase_					):  # noqa: B017
          t.get_min_label()
    def 					UpperCamelCase__   (      self:		Any					):
       UpperCamelCase_     =self._get_binary_search_tree()
  
       UpperCamelCase_     =[i.label for i in t.inorder_traversal()]
       assert inorder_traversal_nodes == [1, 3, 4, 5, 6, 7, 8, 10, 13, 14]
  
  
  
  
  
    def 					UpperCamelCase__   (      self:		Dict					):
       UpperCamelCase_     =self._get_binary_search_tree()
  
       UpperCamelCase_     =[i.label for i in t.preorder_traversal()]
       assert preorder_traversal_nodes == [8, 3, 1, 6, 4, 5, 7, 10, 14, 13]
  
  
  
  
  def 						_UpperCamelCase			(  ):
     UpperCamelCase_     =BinarySearchTree()
     t.put(8			)
     t.put(3			)
     t.put(6			)
     t.put(1			)
     t.put(10			)
     t.put(14			)
     t.put(13			)
     t.put(4			)
     t.put(7			)
     t.put(5			)
  
     print(
         "\n            8\n           / \\\n          3   10\n         / \\    \\\n        1   6    14\n           / \\   /\n          4   7 13\n           \\\n            5\n        "			)
  
     print("Label 6 exists:"    ,       t.exists(6			)			)
     print("Label 13 exists:"    ,       t.exists(13			)			)
     print("Label -1 exists:"    ,       t.exists(-1			)			)
     print("Label 12 exists:"    ,       t.exists(12			)			)
  
     # Prints all the elements of the list in inorder traversal
     UpperCamelCase_     =[i.label for i in t.inorder_traversal()]
     print("Inorder traversal:"    ,       A			)
  
     # Prints all the elements of the list in preorder traversal
     UpperCamelCase_     =[i.label for i in t.preorder_traversal()]
     print("Preorder traversal:"    ,       A			)
  
     print("Max. label:"    ,       t.get_max_label()			)
     print("Min. label:"    ,       t.get_min_label()			)
  
     # Delete elements
     print("\nDeleting elements 13, 10, 8, 3, 6, 14"			)
     print(
         "\n          4\n         / \\\n        1   7\n             \\\n              5\n        "			)
     t.remove(13			)
     t.remove(10			)
     t.remove(8			)
     t.remove(3			)
     t.remove(6			)
     t.remove(14			)
  
     # Prints all the elements of the list in inorder traversal after delete
     UpperCamelCase_     =[i.label for i in t.inorder_traversal()]
     print("Inorder traversal after delete:"    ,       A			)
  
     # Prints all the elements of the list in preorder traversal after delete
     UpperCamelCase_     =[i.label for i in t.preorder_traversal()]
     print("Preorder traversal after delete:"    ,       A			)
  
     print("Max. label:"    ,       t.get_max_label()			)
     print("Min. label:"    ,       t.get_min_label()			)
  
  
  if __name__ == "__main__":
      binary_search_tree_example()
  
style_context: 
  
  
  
  
  
  
  """simple docstring"""
  
  
  
  
  
  
  import warnings
  
  from ...processing_utils import ProcessorMixin
  from ...tokenization_utils_base import BatchEncoding
  class 						__lowerCAmelCase   (			UpperCAmelCase       ):
  
  
  
  
  
  
  
    '''simple docstring'''
  
  
    __lowerCamelCase       :    Optional[Any]     	=			["image_processor", "tokenizer"]
    __lowerCamelCase       :    List[str]     	=			"VideoMAEImageProcessor"
    __lowerCamelCase       :    Dict     	=			("CLIPTokenizer", "CLIPTokenizerFast")
    def __init__(      self:		str				,			UpperCamelCase_:		Dict=None				,			UpperCamelCase_:		str=None				,			**UpperCamelCase_:		str					):
       UpperCamelCase_     =None
       if "feature_extractor" in kwargs:
          warnings.warn(
              "The `feature_extractor` argument is deprecated and will be removed in v5, use `image_processor`"
              " instead."				,			UpperCamelCase_				,			)
          UpperCamelCase_     =kwargs.pop("feature_extractor"					)
  
       UpperCamelCase_     =image_processor if image_processor is not None else feature_extractor
       if image_processor is None:
          raise ValueError("You need to specify an `image_processor`."					)
       if tokenizer is None:
          raise ValueError("You need to specify a `tokenizer`."					)
  
       super().__init__(UpperCamelCase_				,			UpperCamelCase_					)
       UpperCamelCase_     =self.image_processor
    def __call__(      self:		Tuple				,			UpperCamelCase_:		str=None				,			UpperCamelCase_:		str=None				,			UpperCamelCase_:		Optional[Any]=None				,			**UpperCamelCase_:		int					):
  
       if text is None and videos is None:
          raise ValueError("You have to specify either text or videos. Both cannot be none."					)
  
       if text is not None:
          UpperCamelCase_     =self.tokenizer(UpperCamelCase_				,			return_tensors=UpperCamelCase_				,			**UpperCamelCase_					)
  
       if videos is not None:
          UpperCamelCase_     =self.image_processor(UpperCamelCase_				,			return_tensors=UpperCamelCase_				,			**UpperCamelCase_					)
  
       if text is not None and videos is not None:
          UpperCamelCase_     =image_features.pixel_values
          return encoding
       elif text is not None:
          return encoding
       else:
          return BatchEncoding(data=dict(**UpperCamelCase_					)				,			tensor_type=UpperCamelCase_					)
    def 					UpperCamelCase__   (      self:		Any				,			*UpperCamelCase_:		List[str]				,			**UpperCamelCase_:		Optional[int]					):
       return self.tokenizer.batch_decode(*UpperCamelCase_				,			**UpperCamelCase_					)
    def 					UpperCamelCase__   (      self:		Optional[Any]				,			*UpperCamelCase_:		List[str]				,			**UpperCamelCase_:		Tuple					):
       return self.tokenizer.decode(*UpperCamelCase_				,			**UpperCamelCase_					)
    @property
    def 					UpperCamelCase__   (      self:		List[Any]					):
       return ["input_ids", "attention_mask", "position_ids", "pixel_values"]
    @property
    def 					UpperCamelCase__   (      self:		str					):
       warnings.warn(
           "`feature_extractor_class` is deprecated and will be removed in v5. Use `image_processor_class` instead."				,			UpperCamelCase_				,			)
       return self.image_processor_class
  
  
  
  
  
    @property
    def 					UpperCamelCase__   (      self:		Optional[Any]					):
       warnings.warn(
           "`feature_extractor` is deprecated and will be removed in v5. Use `image_processor` instead."				,			UpperCamelCase_				,			)
       return self.image_processor
  