


"""simple docstring"""







from collections.abc import Iterable
from typing import Any






class 				__A    :






	"""simple docstring"""




	def __init__(		self			,   __A = None						) ->					Optional[Any]:
					a					=value
					a					=None  # Added in order to delete a node easier
					a					=None
					a					=None





	def __repr__(		self						) ->					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			,   __A = None						) ->					str:
					a					=root


	def __str__(		self						) ->					str:
					return str(self.root						)


	def 				SCREAMING_SNAKE_CASE							(		self			,   __A			,   __A						) ->					None:


					if new_children is not None:  # reset its kids
									a					=node.parent
					if node.parent is not None:  # reset its parent
									if self.is_right(__UpperCAmelCase						):  # If it is the right children
													a					=new_children
									else:
													a					=new_children
					else:
									a					=new_children


	def 				SCREAMING_SNAKE_CASE							(		self			,   __A						) ->					bool:


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


	def 				SCREAMING_SNAKE_CASE							(		self						) ->					bool:
					return self.root is None


	def 				SCREAMING_SNAKE_CASE							(		self			,   __A						) ->					None:
					a					=Node(__UpperCAmelCase						)  # create a new Node
					if self.empty():  # if Tree is empty
									a					=new_node  # set its root
					else:  # Tree is not empty
									a					=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					=new_node  # We insert the new node in a leaf
																					break
																	else:
																					a					=parent_node.left
													else:
																	if parent_node.right is None:
																					a					=new_node
																					break
																	else:
																					a					=parent_node.right
									a					=parent_node


	def 				SCREAMING_SNAKE_CASE							(		self			,   *__A						) ->					None:


					for value in values:
									self.__insert(__UpperCAmelCase						)


	def 				SCREAMING_SNAKE_CASE							(		self			,   __A						) ->					Node | None:


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


	def 				SCREAMING_SNAKE_CASE							(		self			,   __A = None						) ->					Node | None:


					if node is None:
									if self.root is None:
													return None
									a					=self.root

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


	def 				SCREAMING_SNAKE_CASE							(		self			,   __A = None						) ->					Node | None:


					if node is None:
									a					=self.root
					if self.root is None:
									return None
					if not self.empty():
									a					=self.root
									while node.left is not None:
													a					=node.left
					return node


	def 				SCREAMING_SNAKE_CASE							(		self			,   __A						) ->					None:
					a					=self.search(__UpperCAmelCase						)  # 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(__UpperCAmelCase			,   __UpperCAmelCase						)
									elif node.left is None:  # Has only right children
													self.__reassign_nodes(__UpperCAmelCase			,   node.right						)
									elif node.right is None:  # Has only left children
													self.__reassign_nodes(__UpperCAmelCase			,   node.left						)
									else:
													a					=self.get_max(
													    node.left						)  # Gets the max value of the left branch
													self.remove(tmp_node.value						)  # type: ignore
													a					=(
													    tmp_node.value  # type: ignore
													)  # Assigns the value to the node to delete and keep tree structure


	def 				SCREAMING_SNAKE_CASE							(		self			,   __A						) ->					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 				SCREAMING_SNAKE_CASE							(		self			,   __A=None						) ->					Any:


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


	def 				SCREAMING_SNAKE_CASE							(		self			,   __A			,   __A						) ->					None:


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





	def 				SCREAMING_SNAKE_CASE							(		self			,   __A			,   __A						) ->					int:
					a					=[]
					self.inorder(__UpperCAmelCase			,   __UpperCAmelCase						)  # append all values to list using inorder traversal
					return arr[k - 1]

def _A						(						lowercase		):







				"""simple docstring"""
				a					=[]
				if curr_node is not None:
								a					=postorder(curr_node.left		) + postorder(curr_node.right		) + [curr_node]
				return node_list
def _A						(						):







				"""simple docstring"""
				a					=(8, 3, 6, 1, 10, 14, 13, 4, 7)
				a					=BinarySearchTree()
				for i in testlist:
								t.insert(lowercase		)

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

				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(lowercase		)
								print(lowercase		)


if __name__ == "__main__":
							import doctest

							doctest.testmod(verbose=True)



"""simple docstring"""







from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


lowerCamelCase_       :       str      						=  logging.get_logger(__name__)

lowerCamelCase_       :       Optional[int]      						=  {
    """xlm-roberta-base""": """https://huggingface.co/xlm-roberta-base/resolve/main/config.json""",
    """xlm-roberta-large""": """https://huggingface.co/xlm-roberta-large/resolve/main/config.json""",
    """xlm-roberta-large-finetuned-conll02-dutch""": (
        """https://huggingface.co/xlm-roberta-large-finetuned-conll02-dutch/resolve/main/config.json"""
    ),
    """xlm-roberta-large-finetuned-conll02-spanish""": (
        """https://huggingface.co/xlm-roberta-large-finetuned-conll02-spanish/resolve/main/config.json"""
    ),
    """xlm-roberta-large-finetuned-conll03-english""": (
        """https://huggingface.co/xlm-roberta-large-finetuned-conll03-english/resolve/main/config.json"""
    ),
    """xlm-roberta-large-finetuned-conll03-german""": (
        """https://huggingface.co/xlm-roberta-large-finetuned-conll03-german/resolve/main/config.json"""
    ),
}






class 				__A    (	_SCREAMING_SNAKE_CASE      ):






 """simple docstring"""




 __lowerCAmelCase			 =  "xlm-roberta"


 def __init__(		self			,   __A=3_0522			,   __A=768			,   __A=12			,   __A=12			,   __A=3072			,   __A="gelu"			,   __A=0.1			,   __A=0.1			,   __A=512			,   __A=2			,   __A=0.02			,   __A=1E-1_2			,   __A=1			,   __A=0			,   __A=2			,   __A="absolute"			,   __A=True			,   __A=None			,   **__A			,   ) ->					str:
     super().__init__(pad_token_id=__A			,   bos_token_id=__A			,   eos_token_id=__A			,   **__A						)

     a					=vocab_size
     a					=hidden_size
     a					=num_hidden_layers
     a					=num_attention_heads
     a					=hidden_act
     a					=intermediate_size
     a					=hidden_dropout_prob
     a					=attention_probs_dropout_prob
     a					=max_position_embeddings
     a					=type_vocab_size
     a					=initializer_range
     a					=layer_norm_eps
     a					=position_embedding_type
     a					=use_cache
     a					=classifier_dropout






class 				__A    (	_SCREAMING_SNAKE_CASE      ):






 """simple docstring"""




 @property
 def 				SCREAMING_SNAKE_CASE							(		self						) ->					Mapping[str, Mapping[int, str]]:
     if self.task == "multiple-choice":
         a					={0: '''batch''', 1: '''choice''', 2: '''sequence'''}
     else:
         a					={0: '''batch''', 1: '''sequence'''}
     return OrderedDict(
         [
             ('''input_ids''', dynamic_axis),
             ('''attention_mask''', dynamic_axis),
         ]						)