



"""simple docstring"""







from ...configuration_utils import PretrainedConfig
from ...utils import logging


A		=						logging.get_logger(__name__)

A		=						{
    'weiweishi/roc-bert-base-zh': 'https://huggingface.co/weiweishi/roc-bert-base-zh/resolve/main/config.json',
}

class       _a  ( SCREAMING_SNAKE_CASE__):
			__magic_name__     					=     """roc_bert"""



			def __init__(			self							:				List[str]   ,	_lowercase							:				Any=30522   ,	_lowercase							:				Optional[int]=768   ,	_lowercase							:				List[str]=12   ,	_lowercase							:				Union[str, Any]=12   ,	_lowercase							:				Tuple=3072   ,	_lowercase							:				Optional[Any]="gelu"   ,	_lowercase							:				Union[str, Any]=0.1   ,	_lowercase							:				List[Any]=0.1   ,	_lowercase							:				Any=512   ,	_lowercase							:				Tuple=2   ,	_lowercase							:				Optional[Any]=0.02   ,	_lowercase							:				Optional[Any]=1E-12   ,	_lowercase							:				str=True   ,	_lowercase							:				Optional[int]=0   ,	_lowercase							:				List[Any]="absolute"   ,	_lowercase							:				Union[str, Any]=None   ,	_lowercase							:				Any=True   ,	_lowercase							:				Dict=True   ,	_lowercase							:				Optional[int]=768   ,	_lowercase							:				Optional[Any]=910   ,	_lowercase							:				List[str]=512   ,	_lowercase							:				Optional[int]=24858   ,	_lowercase							:				Optional[Any]=True   ,	**_lowercase							:				Optional[int]   ,	)							->					Tuple:
									snake_case   :			List[str]						    = vocab_size
									snake_case   :			Optional[Any]						    = max_position_embeddings
									snake_case   :			List[str]						    = hidden_size
									snake_case   :			Tuple						    = num_hidden_layers
									snake_case   :			Union[str, Any]						    = num_attention_heads
									snake_case   :			Union[str, Any]						    = intermediate_size
									snake_case   :			List[Any]						    = hidden_act
									snake_case   :			Union[str, Any]						    = hidden_dropout_prob
									snake_case   :			Dict						    = attention_probs_dropout_prob
									snake_case   :			Optional[int]						    = initializer_range
									snake_case   :			str						    = type_vocab_size
									snake_case   :			Dict						    = layer_norm_eps
									snake_case   :			Optional[Any]						    = use_cache
									snake_case   :			str						    = enable_pronunciation
									snake_case   :			List[str]						    = enable_shape
									snake_case   :			Optional[Any]						    = pronunciation_embed_dim
									snake_case   :			Tuple						    = pronunciation_vocab_size
									snake_case   :			Union[str, Any]						    = shape_embed_dim
									snake_case   :			Union[str, Any]						    = shape_vocab_size
									snake_case   :			Union[str, Any]						    = concat_input
									snake_case   :			int						    = position_embedding_type
									snake_case   :			str						    = classifier_dropout
									super().__init__(pad_token_id=_lowercase   ,	**_lowercase		)








"""simple docstring"""







from __future__ import annotations

A		=						'#'

class       _a  :



			def __init__(			self							:				List[Any]		)							->					None:
									snake_case   :			dict						    = {}



			def 				__lowercase					(			self							:				str   ,	_lowercase							:				str		)							->					None:
									snake_case   :			Optional[int]						    = self._trie
									for char in text:
															if char not in trie:
																					snake_case   :			str						    = {}
															snake_case   :			Optional[Any]						    = trie[char]
									snake_case   :			str						    = True



			def 				__lowercase					(			self							:				List[Any]   ,	_lowercase							:				str		)							->					tuple | list:
									snake_case   :			Dict						    = self._trie
									for char in prefix:
															if char in trie:
																					snake_case   :			Tuple						    = trie[char]
															else:
																					return []
									return self._elements(_lowercase		)



			def 				__lowercase					(			self							:				Optional[int]   ,	_lowercase							:				dict		)							->					tuple:
									snake_case   :			int						    = []
									for c, v in d.items():
															snake_case   :			int						    = [" "] if c == END else [(c + s) for s in self._elements(_lowercase		)]
															result.extend(_lowercase		)
									return tuple(_lowercase		)



A		=						Trie()
A		=						('depart', 'detergent', 'daring', 'dog', 'deer', 'deal')
for word in words:
			trie.insert_word(word)

def  __SCREAMING_SNAKE_CASE		(			lowerCamelCase_:							str ):
						"""simple docstring"""






						snake_case   :			Optional[int]						    = trie.find_word(lowerCamelCase_ )
						return tuple(string + word for word in suffixes )

def  __SCREAMING_SNAKE_CASE		(			):
						"""simple docstring"""






						print(autocomplete_using_trie("de" ) )


if __name__ == "__main__":
			import doctest

			doctest.testmod()
			main()



