

"""simple docstring"""






from collections import OrderedDict
from typing import Mapping

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


snake_case_   :   Tuple        =       logging.get_logger(__name__)

snake_case_   :   Union[str, Any]        =       {
    """bert-base-uncased""": """https://huggingface.co/bert-base-uncased/resolve/main/config.json""",
    """bert-large-uncased""": """https://huggingface.co/bert-large-uncased/resolve/main/config.json""",
    """bert-base-cased""": """https://huggingface.co/bert-base-cased/resolve/main/config.json""",
    """bert-large-cased""": """https://huggingface.co/bert-large-cased/resolve/main/config.json""",
    """bert-base-multilingual-uncased""": """https://huggingface.co/bert-base-multilingual-uncased/resolve/main/config.json""",
    """bert-base-multilingual-cased""": """https://huggingface.co/bert-base-multilingual-cased/resolve/main/config.json""",
    """bert-base-chinese""": """https://huggingface.co/bert-base-chinese/resolve/main/config.json""",
    """bert-base-german-cased""": """https://huggingface.co/bert-base-german-cased/resolve/main/config.json""",
    """bert-large-uncased-whole-word-masking""": (
        """https://huggingface.co/bert-large-uncased-whole-word-masking/resolve/main/config.json"""
    ),
    """bert-large-cased-whole-word-masking""": (
        """https://huggingface.co/bert-large-cased-whole-word-masking/resolve/main/config.json"""
    ),
    """bert-large-uncased-whole-word-masking-finetuned-squad""": (
        """https://huggingface.co/bert-large-uncased-whole-word-masking-finetuned-squad/resolve/main/config.json"""
    ),
    """bert-large-cased-whole-word-masking-finetuned-squad""": (
        """https://huggingface.co/bert-large-cased-whole-word-masking-finetuned-squad/resolve/main/config.json"""
    ),
    """bert-base-cased-finetuned-mrpc""": """https://huggingface.co/bert-base-cased-finetuned-mrpc/resolve/main/config.json""",
    """bert-base-german-dbmdz-cased""": """https://huggingface.co/bert-base-german-dbmdz-cased/resolve/main/config.json""",
    """bert-base-german-dbmdz-uncased""": """https://huggingface.co/bert-base-german-dbmdz-uncased/resolve/main/config.json""",
    """cl-tohoku/bert-base-japanese""": """https://huggingface.co/cl-tohoku/bert-base-japanese/resolve/main/config.json""",
    """cl-tohoku/bert-base-japanese-whole-word-masking""": (
        """https://huggingface.co/cl-tohoku/bert-base-japanese-whole-word-masking/resolve/main/config.json"""
    ),
    """cl-tohoku/bert-base-japanese-char""": (
        """https://huggingface.co/cl-tohoku/bert-base-japanese-char/resolve/main/config.json"""
    ),
    """cl-tohoku/bert-base-japanese-char-whole-word-masking""": (
        """https://huggingface.co/cl-tohoku/bert-base-japanese-char-whole-word-masking/resolve/main/config.json"""
    ),
    """TurkuNLP/bert-base-finnish-cased-v1""": (
        """https://huggingface.co/TurkuNLP/bert-base-finnish-cased-v1/resolve/main/config.json"""
    ),
    """TurkuNLP/bert-base-finnish-uncased-v1""": (
        """https://huggingface.co/TurkuNLP/bert-base-finnish-uncased-v1/resolve/main/config.json"""
    ),
    """wietsedv/bert-base-dutch-cased""": """https://huggingface.co/wietsedv/bert-base-dutch-cased/resolve/main/config.json""",
    # See all BERT models at https://huggingface.co/models?filter=bert
}







class       snake_case__  ( lowerCAmelCase_     ):
			SCREAMING_SNAKE_CASE__     				=						'''bert'''







			def __init__(			self			: int			,  lowercase			: int=3_05_22			,  lowercase			: Tuple=7_68			,  lowercase			: int=12			,  lowercase			: Dict=12			,  lowercase			: List[Any]=30_72			,  lowercase			: List[str]="gelu"			,  lowercase			: Dict=0.1			,  lowercase			: List[Any]=0.1			,  lowercase			: Any=5_12			,  lowercase			: Tuple=2			,  lowercase			: int=0.0_2			,  lowercase			: Optional[int]=1E-12			,  lowercase			: Tuple=0			,  lowercase			: Optional[Any]="absolute"			,  lowercase			: Union[str, Any]=True			,  lowercase			: Optional[Any]=None			,  **lowercase			: int			,  ):





								'''simple docstring'''



								super().__init__(pad_token_id=lowercase			,  **lowercase  )

								UpperCAmelCase			:   List[str]      =				vocab_size
								UpperCAmelCase			:   Union[str, Any]      =				hidden_size
								UpperCAmelCase			:   Union[str, Any]      =				num_hidden_layers
								UpperCAmelCase			:   Any      =				num_attention_heads
								UpperCAmelCase			:   List[str]      =				hidden_act
								UpperCAmelCase			:   Optional[Any]      =				intermediate_size
								UpperCAmelCase			:   int      =				hidden_dropout_prob
								UpperCAmelCase			:   Dict      =				attention_probs_dropout_prob
								UpperCAmelCase			:   Optional[int]      =				max_position_embeddings
								UpperCAmelCase			:   int      =				type_vocab_size
								UpperCAmelCase			:   List[Any]      =				initializer_range
								UpperCAmelCase			:   Any      =				layer_norm_eps
								UpperCAmelCase			:   List[str]      =				position_embedding_type
								UpperCAmelCase			:   List[Any]      =				use_cache
								UpperCAmelCase			:   Tuple      =				classifier_dropout







class       snake_case__  ( lowerCAmelCase_     ):







			@property
			def 			__lowerCAmelCase				(			self			: str  ):





								'''simple docstring'''



								if self.task == "multiple-choice":
													UpperCAmelCase			:   Tuple      =				{0: "batch", 1: "choice", 2: "sequence"}
								else:
													UpperCAmelCase			:   Any      =				{0: "batch", 1: "sequence"}
								return OrderedDict(
								    [
								        ("input_ids", dynamic_axis),
								        ("attention_mask", dynamic_axis),
								        ("token_type_ids", dynamic_axis),
								    ]  )





"""simple docstring"""






from typing import Any







class       snake_case__  :







			def __init__(			self			: Union[str, Any]			,  lowercase			: Any  ):





								'''simple docstring'''



								UpperCAmelCase			:   Dict      =				data
								UpperCAmelCase			:   Optional[Any]      =				None







			def __repr__(			self			: str  ):





								'''simple docstring'''



								return f"""Node({self.data})"""







class       snake_case__  :







			def __init__(			self			: Optional[Any]  ):





								'''simple docstring'''



								UpperCAmelCase			:   Optional[Any]      =				None







			def __iter__(			self			: Dict  ):





								'''simple docstring'''



								UpperCAmelCase			:   str      =				self.head
								while node:
													yield node.data
													UpperCAmelCase			:   Tuple      =				node.next







			def __len__(			self			: Tuple  ):





								'''simple docstring'''



								return sum(1 for _ in self  )







			def __repr__(			self			: Any  ):





								'''simple docstring'''



								return "->".join([str(lowercase  ) for item in self]  )







			def __getitem__(			self			: List[str]			,  lowercase			: int  ):





								'''simple docstring'''



								if not 0 <= index < len(self  ):
													raise ValueError("list index out of range."  )
								for i, node in enumerate(self  ):
													if i == index:
																		return node
								return None







			def __setitem__(			self			: str			,  lowercase			: int			,  lowercase			: Any  ):





								'''simple docstring'''



								if not 0 <= index < len(self  ):
													raise ValueError("list index out of range."  )
								UpperCAmelCase			:   List[str]      =				self.head
								for _ in range(lowercase  ):
													UpperCAmelCase			:   List[Any]      =				current.next
								UpperCAmelCase			:   List[str]      =				data







			def 			__lowerCAmelCase				(			self			: Optional[Any]			,  lowercase			: Any  ):





								'''simple docstring'''



								self.insert_nth(len(self  )			,  lowercase  )







			def 			__lowerCAmelCase				(			self			: List[str]			,  lowercase			: Any  ):





								'''simple docstring'''



								self.insert_nth(0			,  lowercase  )







			def 			__lowerCAmelCase				(			self			: List[str]			,  lowercase			: int			,  lowercase			: Any  ):





								'''simple docstring'''



								if not 0 <= index <= len(self  ):
													raise IndexError("list index out of range"  )
								UpperCAmelCase			:   List[Any]      =				Node(lowercase  )
								if self.head is None:
													UpperCAmelCase			:   Optional[Any]      =				new_node
								elif index == 0:
													UpperCAmelCase			:   Optional[int]      =				self.head  # link new_node to head
													UpperCAmelCase			:   Optional[Any]      =				new_node
								else:
													UpperCAmelCase			:   Optional[int]      =				self.head
													for _ in range(index - 1  ):
																		UpperCAmelCase			:   Union[str, Any]      =				temp.next
													UpperCAmelCase			:   Dict      =				temp.next
													UpperCAmelCase			:   Any      =				new_node







			def 			__lowerCAmelCase				(			self			: Dict  ):  # print every node data





								'''simple docstring'''



								print(self  )







			def 			__lowerCAmelCase				(			self			: Optional[Any]  ):





								'''simple docstring'''



								return self.delete_nth(0  )







			def 			__lowerCAmelCase				(			self			: str  ):  # delete from tail





								'''simple docstring'''



								return self.delete_nth(len(self  ) - 1  )







			def 			__lowerCAmelCase				(			self			: Optional[Any]			,  lowercase			: int = 0  ):





								'''simple docstring'''



								if not 0 <= index <= len(self  ) - 1:  # test if index is valid
													raise IndexError("List index out of range."  )
								UpperCAmelCase			:   List[str]      =				self.head  # default first node
								if index == 0:
													UpperCAmelCase			:   Tuple      =				self.head.next
								else:
													UpperCAmelCase			:   Union[str, Any]      =				self.head
													for _ in range(index - 1  ):
																		UpperCAmelCase			:   Dict      =				temp.next
													UpperCAmelCase			:   Optional[Any]      =				temp.next
													UpperCAmelCase			:   int      =				temp.next.next
								return delete_node.data







			def 			__lowerCAmelCase				(			self			: List[Any]  ):





								'''simple docstring'''



								return self.head is None







			def 			__lowerCAmelCase				(			self			: int  ):





								'''simple docstring'''



								UpperCAmelCase			:   List[Any]      =				None
								UpperCAmelCase			:   str      =				self.head

								while current:
													# Store the current node's next node.
													UpperCAmelCase			:   List[Any]      =				current.next
													# Make the current node's next point backwards
													UpperCAmelCase			:   List[str]      =				prev
													# Make the previous node be the current node
													UpperCAmelCase			:   Optional[Any]      =				current
													# Make the current node the next node (to progress iteration)
													UpperCAmelCase			:   Any      =				next_node
								# Return prev in order to put the head at the end
								UpperCAmelCase			:   List[str]      =				prev



def   lowercase_	(    ):




					'''simple docstring'''






					UpperCAmelCase			:   Optional[int]      =				LinkedList()
					assert linked_list.is_empty() is True
					assert str(_lowercase	) == ""

					try:
										linked_list.delete_head()
										raise AssertionError  # This should not happen.
					except IndexError:
										assert True  # This should happen.

					try:
										linked_list.delete_tail()
										raise AssertionError  # This should not happen.
					except IndexError:
										assert True  # This should happen.

					for i in range(10	):
										assert len(_lowercase	) == i
										linked_list.insert_nth(_lowercase							,      i + 1	)
					assert str(_lowercase	) == "->".join(str(_lowercase	) for i in range(1							,      11	)	)

					linked_list.insert_head(0	)
					linked_list.insert_tail(11	)
					assert str(_lowercase	) == "->".join(str(_lowercase	) for i in range(0							,      12	)	)

					assert linked_list.delete_head() == 0
					assert linked_list.delete_nth(9	) == 10
					assert linked_list.delete_tail() == 11
					assert len(_lowercase	) == 9
					assert str(_lowercase	) == "->".join(str(_lowercase	) for i in range(1							,      10	)	)

					assert all(linked_list[i] == i + 1 for i in range(0							,      9	)	) is True

					for i in range(0							,      9	):
										UpperCAmelCase			:   Union[str, Any]      =				-i
					assert all(linked_list[i] == -i for i in range(0							,      9	)	) is True

					linked_list.reverse()
					assert str(_lowercase	) == "->".join(str(_lowercase	) for i in range(-8							,      1	)	)



def   lowercase_	(    ):




					'''simple docstring'''






					UpperCAmelCase			:   Optional[Any]      =				[
					    -9,
					    1_00,
					    Node(77_34_51_12	),
					    "dlrow olleH",
					    7,
					    55_55,
					    0,
					    -1_9_2.5_5_5_5_5,
					    "Hello, world!",
					    7_7.9,
					    Node(10	),
					    None,
					    None,
					    1_2.2_0,
					]
					UpperCAmelCase			:   Optional[Any]      =				LinkedList()

					for i in test_input:
										linked_list.insert_tail(_lowercase	)

					# Check if it's empty or not
					assert linked_list.is_empty() is False
					assert (
					    str(_lowercase	) == "-9->100->Node(77345112)->dlrow olleH->7->5555->0->"
					    "-192.55555->Hello, world!->77.9->Node(10)->None->None->12.2"
					)

					# Delete the head
					UpperCAmelCase			:   Tuple      =				linked_list.delete_head()
					assert result == -9
					assert (
					    str(_lowercase	) == "100->Node(77345112)->dlrow olleH->7->5555->0->-192.55555->"
					    "Hello, world!->77.9->Node(10)->None->None->12.2"
					)

					# Delete the tail
					UpperCAmelCase			:   Any      =				linked_list.delete_tail()
					assert result == 1_2.2
					assert (
					    str(_lowercase	) == "100->Node(77345112)->dlrow olleH->7->5555->0->-192.55555->"
					    "Hello, world!->77.9->Node(10)->None->None"
					)

					# Delete a node in specific location in linked list
					UpperCAmelCase			:   Union[str, Any]      =				linked_list.delete_nth(10	)
					assert result is None
					assert (
					    str(_lowercase	) == "100->Node(77345112)->dlrow olleH->7->5555->0->-192.55555->"
					    "Hello, world!->77.9->Node(10)->None"
					)

					# Add a Node instance to its head
					linked_list.insert_head(Node("Hello again, world!"	)	)
					assert (
					    str(_lowercase	)
					    == "Node(Hello again, world!)->100->Node(77345112)->dlrow olleH->"
					    "7->5555->0->-192.55555->Hello, world!->77.9->Node(10)->None"
					)

					# Add None to its tail
					linked_list.insert_tail(_lowercase	)
					assert (
					    str(_lowercase	)
					    == "Node(Hello again, world!)->100->Node(77345112)->dlrow olleH->"
					    "7->5555->0->-192.55555->Hello, world!->77.9->Node(10)->None->None"
					)

					# Reverse the linked list
					linked_list.reverse()
					assert (
					    str(_lowercase	)
					    == "None->None->Node(10)->77.9->Hello, world!->-192.55555->0->5555->"
					    "7->dlrow olleH->Node(77345112)->100->Node(Hello again, world!)"
					)



def   lowercase_	(    ):




					'''simple docstring'''






					from doctest import testmod

					testmod()

					UpperCAmelCase			:   Any      =				LinkedList()
					linked_list.insert_head(input("Inserting 1st at head "	).strip()	)
					linked_list.insert_head(input("Inserting 2nd at head "	).strip()	)
					print("\nPrint list:"	)
					linked_list.print_list()
					linked_list.insert_tail(input("\nInserting 1st at tail "	).strip()	)
					linked_list.insert_tail(input("Inserting 2nd at tail "	).strip()	)
					print("\nPrint list:"	)
					linked_list.print_list()
					print("\nDelete head"	)
					linked_list.delete_head()
					print("Delete tail"	)
					linked_list.delete_tail()
					print("\nPrint list:"	)
					linked_list.print_list()
					print("\nReverse linked list"	)
					linked_list.reverse()
					print("\nPrint list:"	)
					linked_list.print_list()
					print("\nString representation of linked list:"	)
					print(_lowercase	)
					print("\nReading/changing Node data using indexing:"	)
					print(F"""Element at Position 1: {linked_list[1]}"""	)
					UpperCAmelCase			:   int      =				input("Enter New Value: "	).strip()
					print("New list:"	)
					print(_lowercase	)
					print(F"""length of linked_list is : {len(_lowercase	)}"""	)


if __name__ == "__main__":
	main()


