






'''simple docstring'''




from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig


lowerCamelCase_												=					{
    '''albert-base-v1''': '''https://huggingface.co/albert-base-v1/resolve/main/config.json''',
    '''albert-large-v1''': '''https://huggingface.co/albert-large-v1/resolve/main/config.json''',
    '''albert-xlarge-v1''': '''https://huggingface.co/albert-xlarge-v1/resolve/main/config.json''',
    '''albert-xxlarge-v1''': '''https://huggingface.co/albert-xxlarge-v1/resolve/main/config.json''',
    '''albert-base-v2''': '''https://huggingface.co/albert-base-v2/resolve/main/config.json''',
    '''albert-large-v2''': '''https://huggingface.co/albert-large-v2/resolve/main/config.json''',
    '''albert-xlarge-v2''': '''https://huggingface.co/albert-xlarge-v2/resolve/main/config.json''',
    '''albert-xxlarge-v2''': '''https://huggingface.co/albert-xxlarge-v2/resolve/main/config.json''',
}

class    _UpperCAmelCase			(     snake_case_						):




   """simple docstring"""

   snake_case    				=						'''albert'''

   def __init__(		self :	List[Any]      ,      __UpperCAmelCase :	Union[str, Any]=30000      ,      __UpperCAmelCase :	List[str]=128      ,      __UpperCAmelCase :	List[Any]=4096      ,      __UpperCAmelCase :	Optional[Any]=12      ,      __UpperCAmelCase :	Optional[int]=1      ,      __UpperCAmelCase :	List[str]=64      ,      __UpperCAmelCase :	str=16384      ,      __UpperCAmelCase :	Optional[int]=1      ,      __UpperCAmelCase :	int="gelu_new"      ,      __UpperCAmelCase :	Dict=0      ,      __UpperCAmelCase :	Tuple=0      ,      __UpperCAmelCase :	Tuple=512      ,      __UpperCAmelCase :	Any=2      ,      __UpperCAmelCase :	Any=0.02      ,      __UpperCAmelCase :	Optional[Any]=1E-12      ,      __UpperCAmelCase :	Any=0.1      ,      __UpperCAmelCase :	Optional[Any]="absolute"      ,      __UpperCAmelCase :	Optional[int]=0      ,      __UpperCAmelCase :	Optional[int]=2      ,      __UpperCAmelCase :	Dict=3      ,      **__UpperCAmelCase :	Optional[int]      ,      ):





         '''simple docstring'''





         super().__init__(pad_token_id=__UpperCAmelCase      ,      bos_token_id=__UpperCAmelCase      ,      eos_token_id=__UpperCAmelCase      ,      **__UpperCAmelCase		)

         _A			     =	vocab_size
         _A			     =	embedding_size
         _A			     =	hidden_size
         _A			     =	num_hidden_layers
         _A			     =	num_hidden_groups
         _A			     =	num_attention_heads
         _A			     =	inner_group_num
         _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			     =	classifier_dropout_prob
         _A			     =	position_embedding_type





class    _UpperCAmelCase			(     snake_case_						):




   """simple docstring"""

   @property
   def 						lowerCAmelCase (		self :	List[str]		):





         '''simple docstring'''





         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),
                 ("token_type_ids", dynamic_axis),
             ]		)







class  lowerCamelCase__							:




	'''simple docstring'''




	def __init__(					self		:Union[str, Any]						)		-> None:
								__UpperCamelCase	:   dict[str, TrieNode]			   =					{}  # Mapping from char to TrieNode
								__UpperCamelCase	:   List[str]			   =					False







	def    _lowerCamelCase				(					self		:Any     ,   a		:list[str]						)		-> None:
								for word in words:
															self.insert(a						)







	def    _lowerCamelCase				(					self		:List[str]     ,   a		:str						)		-> None:
								__UpperCamelCase	:   Dict			   =					self
								for char in word:
															if char not in curr.nodes:
																						__UpperCamelCase	:   List[Any]			   =					TrieNode()
															__UpperCamelCase	:   List[Any]			   =					curr.nodes[char]
								__UpperCamelCase	:   Union[str, Any]			   =					True







	def    _lowerCamelCase				(					self		:Optional[int]     ,   a		:str						)		-> bool:
								__UpperCamelCase	:   Union[str, Any]			   =					self
								for char in word:
															if char not in curr.nodes:
																						return False
															__UpperCamelCase	:   Union[str, Any]			   =					curr.nodes[char]
								return curr.is_leaf







	def    _lowerCamelCase				(					self		:Any     ,   a		:str						)		-> None:

								def _delete(a		:TrieNode     ,   a		:str     ,   a		:int						) -> bool:
															if index == len(a						):
																						# If word does not exist
																						if not curr.is_leaf:
																													return False
																						__UpperCamelCase	:   str			   =					False
																						return len(curr.nodes						) == 0
															__UpperCamelCase	:   List[Any]			   =					word[index]
															__UpperCamelCase	:   Optional[int]			   =					curr.nodes.get(a						)
															# If char not in current trie node
															if not char_node:
																						return False
															# Flag to check if node can be deleted
															__UpperCamelCase	:   int			   =					_delete(a     ,   a     ,   index + 1						)
															if delete_curr:
																						del curr.nodes[char]
																						return len(curr.nodes						) == 0
															return delete_curr

								_delete(self     ,   a     ,   0						)




def 	_SCREAMING_SNAKE_CASE					(		_lowerCamelCase :			TrieNode						,  _lowerCamelCase :			str)					->    None:






							'''simple docstring'''





							if node.is_leaf:
														print(_lowerCamelCase						,  end=" ")

							for key, value in node.nodes.items():
														print_words(_lowerCamelCase						,  word + key)




def 	_SCREAMING_SNAKE_CASE					(		)					->    bool:






							'''simple docstring'''





							__UpperCamelCase	:   int			   =					"banana bananas bandana band apple all beast".split()
							__UpperCamelCase	:   Union[str, Any]			   =					TrieNode()
							root.insert_many(_lowerCamelCase)
							# print_words(root, "")
							assert all(root.find(_lowerCamelCase) for word in words)
							assert root.find("banana")
							assert not root.find("bandanas")
							assert not root.find("apps")
							assert root.find("apple")
							assert root.find("all")
							root.delete("all")
							assert not root.find("all")
							root.delete("banana")
							assert not root.find("banana")
							assert root.find("bananas")
							return True




def 	_SCREAMING_SNAKE_CASE					(		_lowerCamelCase :			str						,  _lowerCamelCase :			bool)					->    None:






							'''simple docstring'''





							print(str(_lowerCamelCase)						,  "works!" if passes else "doesn't work :(")




def 	_SCREAMING_SNAKE_CASE					(		)					->    None:






							'''simple docstring'''





							assert test_trie()




def 	_SCREAMING_SNAKE_CASE					(		)					->    None:






							'''simple docstring'''





							print_results("Testing trie functionality"						,  test_trie())


if __name__ == "__main__":
		main()