






from collections.abc import Iterable
from typing import Any
class     a    :



      """simple docstring"""


      def __init__(      self					:			Dict		,      __lowercase					:			int | None = None					)							->      Dict:
        __UpperCAmelCase							:	Union[str, Any]           =  value
        __UpperCAmelCase							:	Node | None           =  None  # Added in order to delete a node easier
        __UpperCAmelCase							:	Node | None           =  None
        __UpperCAmelCase							:	Node | None           =  None




      def __repr__(      self					:			Any					)							->      str:
        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     a    :



      """simple docstring"""


      def __init__(      self					:			Any		,      __lowercase					:			Node | None = None					)							->      List[Any]:
        __UpperCAmelCase							:	Optional[Any]           =  root
      def __str__(      self					:			Any					)							->      str:
        return str(self.root					)
      def 	UpperCAmelCase      (      self					:			Dict		,      __lowercase					:			Node		,      __lowercase					:			Node | None					)							->      None:
        if new_children is not None:  # reset its kids
          __UpperCAmelCase							:	List[Any]           =  node.parent
        if node.parent is not None:  # reset its parent
          if self.is_right(__lowercase					):  # If it is the right children
            __UpperCAmelCase							:	Union[str, Any]           =  new_children
          else:
            __UpperCAmelCase							:	Optional[int]           =  new_children
        else:
          __UpperCAmelCase							:	int           =  new_children
      def 	UpperCAmelCase      (      self					:			int		,      __lowercase					:			Node					)							->      bool:
        if node.parent and node.parent.right:
          return node == node.parent.right
        return False
      def 	UpperCAmelCase      (      self					:			List[Any]					)							->      bool:
        return self.root is None
      def 	UpperCAmelCase      (      self					:			Dict		,      __lowercase					:			str					)							->      None:
        __UpperCAmelCase							:	Any           =  Node(__lowercase					)  # create a new Node
        if self.empty():  # if Tree is empty
          __UpperCAmelCase							:	Optional[int]           =  new_node  # set its root
        else:  # Tree is not empty
          __UpperCAmelCase							:	int           =  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:
                __UpperCAmelCase							:	Optional[Any]           =  new_node  # We insert the new node in a leaf
                break
              else:
                __UpperCAmelCase							:	Optional[int]           =  parent_node.left
            else:
              if parent_node.right is None:
                __UpperCAmelCase							:	Dict           =  new_node
                break
              else:
                __UpperCAmelCase							:	Union[str, Any]           =  parent_node.right
          __UpperCAmelCase							:	Tuple           =  parent_node
      def 	UpperCAmelCase      (      self					:			str		,      *__lowercase					:			Optional[Any]					)							->      None:
        for value in values:
          self.__insert(__lowercase					)
      def 	UpperCAmelCase      (      self					:			int		,      __lowercase					:			Tuple					)							->      Node | None:
        if self.empty():
          raise IndexError("""Warning: Tree is empty! please use another."""					)
        else:
          __UpperCAmelCase							:	str           =  self.root
          # use lazy evaluation here to avoid NoneType Attribute error
          while node is not None and node.value is not value:
            __UpperCAmelCase							:	Optional[Any]           =  node.left if value < node.value else node.right
          return node
      def 	UpperCAmelCase      (      self					:			Any		,      __lowercase					:			Node | None = None					)							->      Node | None:
        if node is None:
          if self.root is None:
            return None
          __UpperCAmelCase							:	str           =  self.root

        if not self.empty():
          while node.right is not None:
            __UpperCAmelCase							:	Dict           =  node.right
        return node
      def 	UpperCAmelCase      (      self					:			Optional[Any]		,      __lowercase					:			Node | None = None					)							->      Node | None:
        if node is None:
          __UpperCAmelCase							:	Optional[int]           =  self.root
        if self.root is None:
          return None
        if not self.empty():
          __UpperCAmelCase							:	List[Any]           =  self.root
          while node.left is not None:
            __UpperCAmelCase							:	List[str]           =  node.left
        return node
      def 	UpperCAmelCase      (      self					:			Optional[Any]		,      __lowercase					:			int					)							->      None:
        __UpperCAmelCase							:	Dict           =  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:
            __UpperCAmelCase							:	Union[str, Any]           =  self.get_max(
                node.left					)  # Gets the max value of the left branch
            self.remove(tmp_node.value					)  # type: ignore
            __UpperCAmelCase							:	Union[str, Any]           =  (
                tmp_node.value  # type: ignore
            )  # Assigns the value to the node to delete and keep tree structure
      def 	UpperCAmelCase      (      self					:			Union[str, Any]		,      __lowercase					:			Node | None					)							->      Iterable:
        if node is not None:
          yield node  # Preorder Traversal
          yield from self.preorder_traverse(node.left					)
          yield from self.preorder_traverse(node.right					)
      def 	UpperCAmelCase      (      self					:			str		,      __lowercase					:			List[str]=None					)							->      Any:
        if traversal_function is None:
          return self.preorder_traverse(self.root					)
        else:
          return traversal_function(self.root					)
      def 	UpperCAmelCase      (      self					:			Dict		,      __lowercase					:			list		,      __lowercase					:			Node | None					)							->      None:
        if node:
          self.inorder(__lowercase		,      node.left					)
          arr.append(node.value					)
          self.inorder(__lowercase		,      node.right					)




      def 	UpperCAmelCase      (      self					:			List[str]		,      __lowercase					:			int		,      __lowercase					:			Node					)							->      int:
        __UpperCAmelCase							:	list[int]           =  []
        self.inorder(__lowercase		,      __lowercase					)  # append all values to list using inorder traversal
        return arr[k - 1]






def 				lowerCamelCase__      (    __lowerCamelCase			:     Node | None		):
  __UpperCAmelCase							:	Dict           =  []
  if curr_node is not None:
    __UpperCAmelCase							:	List[str]           =  postorder(curr_node.left		) + postorder(curr_node.right		) + [curr_node]
  return node_list






def 				lowerCamelCase__      (    ):
  __UpperCAmelCase							:	str           =  (8, 3, 6, 1, 10, 14, 13, 4, 7)
  __UpperCAmelCase							:	Dict           =  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)










from ...configuration_utils import PretrainedConfig
from ...utils import logging


a		:       Optional[int]			     = logging.get_logger(__name__)

a		:       List[Any]			     = {
    "facebook/xglm-564M": "https://huggingface.co/facebook/xglm-564M/resolve/main/config.json",
    # See all XGLM models at https://huggingface.co/models?filter=xglm
}
class     a    ( lowercase__   ):



      """simple docstring"""


      a  : List[Any]							       =	'xglm'
      a  : str							       =	['past_key_values']

      a  : Any							       =	{
          'num_attention_heads': 'attention_heads',
          'hidden_size': 'd_model',
          'num_hidden_layers': 'num_layers',
      }
      def __init__(      self					:			Optional[int]		,      __lowercase					:			int=256008		,      __lowercase					:			Tuple=2048		,      __lowercase					:			List[Any]=1024		,      __lowercase					:			str=4096		,      __lowercase					:			Optional[Any]=24		,      __lowercase					:			Optional[int]=16		,      __lowercase					:			List[Any]="gelu"		,      __lowercase					:			str=0.1		,      __lowercase					:			Dict=0.1		,      __lowercase					:			Tuple=0.0		,      __lowercase					:			Optional[int]=0.0		,      __lowercase					:			Dict=0.02		,      __lowercase					:			Optional[int]=True		,      __lowercase					:			Any=True		,      __lowercase					:			Dict=2		,      __lowercase					:			Optional[Any]=1		,      __lowercase					:			List[Any]=0		,      __lowercase					:			Optional[Any]=2		,      **__lowercase					:			List[str]		,      )							->      Optional[int]:
        __UpperCAmelCase							:	List[str]           =  vocab_size
        __UpperCAmelCase							:	Optional[Any]           =  max_position_embeddings
        __UpperCAmelCase							:	Optional[Any]           =  d_model
        __UpperCAmelCase							:	str           =  ffn_dim
        __UpperCAmelCase							:	List[str]           =  num_layers
        __UpperCAmelCase							:	Dict           =  attention_heads
        __UpperCAmelCase							:	str           =  activation_function
        __UpperCAmelCase							:	Optional[Any]           =  dropout
        __UpperCAmelCase							:	Any           =  attention_dropout
        __UpperCAmelCase							:	int           =  activation_dropout
        __UpperCAmelCase							:	Tuple           =  layerdrop
        __UpperCAmelCase							:	Tuple           =  init_std
        __UpperCAmelCase							:	List[str]           =  scale_embedding  # scale factor will be sqrt(d_model) if True
        __UpperCAmelCase							:	Union[str, Any]           =  use_cache

        super().__init__(
            pad_token_id=__lowercase		,      bos_token_id=__lowercase		,      eos_token_id=__lowercase		,      decoder_start_token_id=__lowercase		,      **__lowercase		,      )


