






'''simple docstring'''







from collections import OrderedDict
from typing import Mapping

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


_A	:			Any         =logging.get_logger(__name__)

_A	:			Any         ={
    '''distilbert-base-uncased''': '''https://huggingface.co/distilbert-base-uncased/resolve/main/config.json''',
    '''distilbert-base-uncased-distilled-squad''': (
        '''https://huggingface.co/distilbert-base-uncased-distilled-squad/resolve/main/config.json'''
    ),
    '''distilbert-base-cased''': '''https://huggingface.co/distilbert-base-cased/resolve/main/config.json''',
    '''distilbert-base-cased-distilled-squad''': (
        '''https://huggingface.co/distilbert-base-cased-distilled-squad/resolve/main/config.json'''
    ),
    '''distilbert-base-german-cased''': '''https://huggingface.co/distilbert-base-german-cased/resolve/main/config.json''',
    '''distilbert-base-multilingual-cased''': (
        '''https://huggingface.co/distilbert-base-multilingual-cased/resolve/main/config.json'''
    ),
    '''distilbert-base-uncased-finetuned-sst-2-english''': (
        '''https://huggingface.co/distilbert-base-uncased-finetuned-sst-2-english/resolve/main/config.json'''
    ),
}

class _lowercase	(				_lowercase		):
							a				      =       """distilbert"""
							a				      =       {
							    """hidden_size""": """dim""",
							    """num_attention_heads""": """n_heads""",
							    """num_hidden_layers""": """n_layers""",
							}




							def __init__(							self:				Union[str, Any]			,							UpperCamelCase__:				Dict=30_522			,							UpperCamelCase__:				str=512			,							UpperCamelCase__:				Union[str, Any]=False			,							UpperCamelCase__:				Optional[int]=6			,							UpperCamelCase__:				Dict=12			,							UpperCamelCase__:				int=768			,							UpperCamelCase__:				Dict=4 * 768			,							UpperCamelCase__:				int=0.1			,							UpperCamelCase__:				str=0.1			,							UpperCamelCase__:				str="gelu"			,							UpperCamelCase__:				Tuple=0.02			,							UpperCamelCase__:				List[Any]=0.1			,							UpperCamelCase__:				Tuple=0.2			,							UpperCamelCase__:				Dict=0			,							**UpperCamelCase__:				List[str]			,							):
														lowerCamelCase__					:	str         =       vocab_size
														lowerCamelCase__					:	Optional[int]         =       max_position_embeddings
														lowerCamelCase__					:	Dict         =       sinusoidal_pos_embds
														lowerCamelCase__					:	Optional[int]         =       n_layers
														lowerCamelCase__					:	int         =       n_heads
														lowerCamelCase__					:	Tuple         =       dim
														lowerCamelCase__					:	List[str]         =       hidden_dim
														lowerCamelCase__					:	Union[str, Any]         =       dropout
														lowerCamelCase__					:	Optional[int]         =       attention_dropout
														lowerCamelCase__					:	List[str]         =       activation
														lowerCamelCase__					:	Dict         =       initializer_range
														lowerCamelCase__					:	Optional[int]         =       qa_dropout
														lowerCamelCase__					:	Any         =       seq_classif_dropout
														super().__init__(**UpperCamelCase__			,							pad_token_id=UpperCamelCase__     )



class _lowercase	(				_lowercase		):




							@property
							def 		lowerCamelCase_				(							self:				Optional[int]     ):
														if self.task == "multiple-choice":
																					lowerCamelCase__					:	Dict         =       {0: """batch""", 1: """choice""", 2: """sequence"""}
														else:
																					lowerCamelCase__					:	Dict         =       {0: """batch""", 1: """sequence"""}
														return OrderedDict(
														    [
														        ("""input_ids""", dynamic_axis),
														        ("""attention_mask""", dynamic_axis),
														    ]     )









'''simple docstring'''







class _lowercase	:




							def __init__(							self:				Optional[Any]     ):
														lowerCamelCase__					:	dict[str, TrieNode]         =       {}  # Mapping from char to TrieNode
														lowerCamelCase__					:	List[str]         =       False




							def 		lowerCamelCase_				(							self:				str			,							UpperCamelCase__:				list[str]     ):
														for word in words:
																					self.insert(UpperCamelCase__     )




							def 		lowerCamelCase_				(							self:				List[str]			,							UpperCamelCase__:				str     ):
														lowerCamelCase__					:	List[Any]         =       self
														for char in word:
																					if char not in curr.nodes:
																												lowerCamelCase__					:	Tuple         =       TrieNode()
																					lowerCamelCase__					:	List[Any]         =       curr.nodes[char]
														lowerCamelCase__					:	Any         =       True




							def 		lowerCamelCase_				(							self:				Union[str, Any]			,							UpperCamelCase__:				str     ):
														lowerCamelCase__					:	Union[str, Any]         =       self
														for char in word:
																					if char not in curr.nodes:
																												return False
																					lowerCamelCase__					:	Any         =       curr.nodes[char]
														return curr.is_leaf




							def 		lowerCamelCase_				(							self:				str			,							UpperCamelCase__:				str     ):

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

														_delete(self			,							UpperCamelCase__			,							0     )





def  SCREAMING_SNAKE_CASE_       (UpperCamelCase				,			UpperCamelCase      )      ->       None:
							if node.is_leaf:
														print(UpperCamelCase				,			end=""" """      )

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





def  SCREAMING_SNAKE_CASE_       ()      ->       bool:
							lowerCamelCase__					:	str         =       """banana bananas bandana band apple all beast""".split()
							lowerCamelCase__					:	Union[str, Any]         =       TrieNode()
							root.insert_many(UpperCamelCase      )
							# print_words(root, "")
							assert all(root.find(UpperCamelCase      ) 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_       (UpperCamelCase				,			UpperCamelCase      )      ->       None:
							print(str(UpperCamelCase      )				,			"""works!""" if passes else """doesn't work :("""      )





def  SCREAMING_SNAKE_CASE_       ()      ->       None:
							assert test_trie()





def  SCREAMING_SNAKE_CASE_       ()      ->       None:
							print_results("""Testing trie functionality"""				,			test_trie()      )


if __name__ == "__main__":
			main()

