



'''simple docstring'''


from collections.abc import Iterable
from typing import Any




class   __UpperCamelCase							:







	def __init__(     self			,					_lowerCAmelCase = None    )     ->     Dict:
							'''simple docstring'''






							lowercase   =				value
							lowercase   =				None  # Added in order to delete a node easier
							lowercase   =				None
							lowercase   =				None







	def __repr__(     self    )     ->     str:
							'''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   __UpperCamelCase							:







	def __init__(     self			,					_lowerCAmelCase = None    )     ->     int:
							'''simple docstring'''






							lowercase   =				root







	def __str__(     self    )     ->     str:
							'''simple docstring'''






							return str(self.root    )







	def 	_a (     self			,					_lowerCAmelCase			,					_lowerCAmelCase    )     ->     None:
							'''simple docstring'''






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







	def 	_a (     self			,					_lowerCAmelCase    )     ->     bool:
							'''simple docstring'''






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







	def 	_a (     self    )     ->     bool:
							'''simple docstring'''






							return self.root is None







	def 	_a (     self			,					_lowerCAmelCase    )     ->     None:
							'''simple docstring'''






							lowercase   =				Node(lowercase_    )  # create a new Node
							if self.empty():  # if Tree is empty
													lowercase   =				new_node  # set its root
							else:  # Tree is not empty
													lowercase   =				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:
																															lowercase   =				new_node  # We insert the new node in a leaf
																															break
																									else:
																															lowercase   =				parent_node.left
																			else:
																									if parent_node.right is None:
																															lowercase   =				new_node
																															break
																									else:
																															lowercase   =				parent_node.right
													lowercase   =				parent_node







	def 	_a (     self			,					*_lowerCAmelCase    )     ->     None:
							'''simple docstring'''






							for value in values:
													self.__insert(lowercase_    )







	def 	_a (     self			,					_lowerCAmelCase    )     ->     Node | None:
							'''simple docstring'''






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







	def 	_a (     self			,					_lowerCAmelCase = None    )     ->     Node | None:
							'''simple docstring'''






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

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







	def 	_a (     self			,					_lowerCAmelCase = None    )     ->     Node | None:
							'''simple docstring'''






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







	def 	_a (     self			,					_lowerCAmelCase    )     ->     None:
							'''simple docstring'''






							lowercase   =				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:
																			lowercase   =				self.get_max(
																			    node.left    )  # Gets the max value of the left branch
																			self.remove(tmp_node.value    )  # type: ignore
																			lowercase   =				(
																			    tmp_node.value  # type: ignore
																			)  # Assigns the value to the node to delete and keep tree structure







	def 	_a (     self			,					_lowerCAmelCase    )     ->     Iterable:
							'''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 	_a (     self			,					_lowerCAmelCase=None    )     ->     Any:
							'''simple docstring'''






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







	def 	_a (     self			,					_lowerCAmelCase			,					_lowerCAmelCase    )     ->     None:
							'''simple docstring'''






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







	def 	_a (     self			,					_lowerCAmelCase			,					_lowerCAmelCase    )     ->     int:
							'''simple docstring'''






							lowercase   =				[]
							self.inorder(lowercase_			,					lowercase_    )  # append all values to list using inorder traversal
							return arr[k - 1]







def   SCREAMING_SNAKE_CASE					(					lowercase_     :   Node | None    ):
						lowercase   =				[]
						if curr_node is not None:
												lowercase   =				postorder(curr_node.left    ) + postorder(curr_node.right    ) + [curr_node]
						return node_list







def   SCREAMING_SNAKE_CASE					(					):
						lowercase   =				(8, 3, 6, 1, 10, 14, 13, 4, 7)
						lowercase   =				BinarySearchTree()
						for i in testlist:
												t.insert(__a    )

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

						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(__a    )
												print(__a    )


if __name__ == "__main__":
						import doctest

						doctest.testmod(verbose=True)






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:						Any   				=       {
    'google/bigbird-roberta-base': 'https://huggingface.co/google/bigbird-roberta-base/resolve/main/config.json',
    'google/bigbird-roberta-large': 'https://huggingface.co/google/bigbird-roberta-large/resolve/main/config.json',
    'google/bigbird-base-trivia-itc': 'https://huggingface.co/google/bigbird-base-trivia-itc/resolve/main/config.json',
    # See all BigBird models at https://huggingface.co/models?filter=big_bird
}




class       lowercase_					(lowercase__   ):
				snake_case	    ='big_bird'





				def __init__(				self       ,  lowercase_=50358       ,  lowercase_=768       ,  lowercase_=12       ,  lowercase_=12       ,  lowercase_=3072       ,  lowercase_="gelu_new"       ,  lowercase_=0.1       ,  lowercase_=0.1       ,  lowercase_=4096       ,  lowercase_=2       ,  lowercase_=0.02       ,  lowercase_=1e-12       ,  lowercase_=True       ,  lowercase_=0       ,  lowercase_=1       ,  lowercase_=2       ,  lowercase_=66       ,  lowercase_="block_sparse"       ,  lowercase_=True       ,  lowercase_=False       ,  lowercase_=64       ,  lowercase_=3       ,  lowercase_=None       ,  **lowercase_       ,  )  -> Any:
											super().__init__(
											    pad_token_id=lowercase_       ,  bos_token_id=lowercase_       ,  eos_token_id=lowercase_       ,  sep_token_id=lowercase_       ,  **lowercase_       ,  )

											a__      =vocab_size
											a__      =max_position_embeddings
											a__      =hidden_size
											a__      =num_hidden_layers
											a__      =num_attention_heads
											a__      =intermediate_size
											a__      =hidden_act
											a__      =hidden_dropout_prob
											a__      =attention_probs_dropout_prob
											a__      =initializer_range
											a__      =type_vocab_size
											a__      =layer_norm_eps
											a__      =use_cache

											a__      =rescale_embeddings
											a__      =attention_type
											a__      =use_bias
											a__      =block_size
											a__      =num_random_blocks
											a__      =classifier_dropout







class       lowercase_					(lowercase__   ):





				@property
				def 						__UpperCamelCase    (				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),
											    ])

