
class 	_lowerCAmelCase					:




				def __init__(					self     )				->      Optional[int]:
							lowerCAmelCase_						=	{}  # Mapping from char to TrieNode
							lowerCAmelCase_						=	False




				def      __a						(					self				,				_UpperCamelCase     )				->      Optional[Any]:
							for word in words:
										self.insert(_UpperCamelCase     )




				def      __a						(					self				,				_UpperCamelCase     )				->      int:
							lowerCAmelCase_						=	self
							for char in word:
										if char not in curr.nodes:
													lowerCAmelCase_						=	TrieNode()
										lowerCAmelCase_						=	curr.nodes[char]
							lowerCAmelCase_						=	True




				def      __a						(					self				,				_UpperCamelCase     )				->      Tuple:
							lowerCAmelCase_						=	self
							for char in word:
										if char not in curr.nodes:
													return False
										lowerCAmelCase_						=	curr.nodes[char]
							return curr.is_leaf




				def      __a						(					self				,				_UpperCamelCase     )				->      Union[str, Any]:

							def _delete(_UpperCamelCase				,				_UpperCamelCase				,				_UpperCamelCase     ) -> bool:
										if index == len(_UpperCamelCase     ):
													# If word does not exist
													if not curr.is_leaf:
																return False
													lowerCAmelCase_						=	False
													return len(curr.nodes     ) == 0
										lowerCAmelCase_						=	word[index]
										lowerCAmelCase_						=	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_						=	_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    lowerCamelCase__				(				__lowerCAmelCase  :  str    ,							__lowerCAmelCase  :  List[str]				):




			"""simple docstring"""


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

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






def    lowerCamelCase__				(				):




			"""simple docstring"""


			lowerCAmelCase_						=	"""banana bananas bandana band apple all beast""".split()
			lowerCAmelCase_						=	TrieNode()
			root.insert_many(SCREAMING_SNAKE_CASE__				)
			# print_words(root, "")
			assert all(root.find(SCREAMING_SNAKE_CASE__				) 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    lowerCamelCase__				(				__lowerCAmelCase  :  List[Any]    ,							__lowerCAmelCase  :  Optional[int]				):




			"""simple docstring"""


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






def    lowerCamelCase__				(				):




			"""simple docstring"""


			assert test_trie()






def    lowerCamelCase__				(				):




			"""simple docstring"""


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


if __name__ == "__main__":
			main()










from collections import OrderedDict
from typing import Mapping

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


__UpperCAmelCase       :   Optional[int]				       =							logging.get_logger(__name__)

__UpperCAmelCase       :   Optional[int]				       =							{
    "kssteven/ibert-roberta-base": "https://huggingface.co/kssteven/ibert-roberta-base/resolve/main/config.json",
    "kssteven/ibert-roberta-large": "https://huggingface.co/kssteven/ibert-roberta-large/resolve/main/config.json",
    "kssteven/ibert-roberta-large-mnli": (
        "https://huggingface.co/kssteven/ibert-roberta-large-mnli/resolve/main/config.json"
    ),
}







class     __snake_case       (							__lowerCamelCase			):





       '''simple docstring'''







       lowerCAmelCase__      		=     """ibert"""




       def __init__(  self :    Dict							,				A :    Union[str, Any]=30_522							,				A :    List[Any]=768							,				A :    List[Any]=12							,				A :    Optional[int]=12							,				A :    Optional[Any]=3_072							,				A :    int="gelu"							,				A :    str=0.1							,				A :    List[Any]=0.1							,				A :    Optional[Any]=512							,				A :    int=2							,				A :    Union[str, Any]=0.02							,				A :    List[str]=1E-12							,				A :    Optional[int]=1							,				A :    Optional[int]=0							,				A :    List[str]=2							,				A :    str="absolute"							,				A :    Any=False							,				A :    Optional[Any]="none"							,				**A :    Any							,				):
         super().__init__(pad_token_id=A							,				bos_token_id=A							,				eos_token_id=A							,				**A		)

         __snake_case:						List[Any]   =						vocab_size
         __snake_case:						Optional[Any]   =						hidden_size
         __snake_case:						List[str]   =						num_hidden_layers
         __snake_case:						Tuple   =						num_attention_heads
         __snake_case:						List[str]   =						hidden_act
         __snake_case:						Optional[Any]   =						intermediate_size
         __snake_case:						Tuple   =						hidden_dropout_prob
         __snake_case:						List[str]   =						attention_probs_dropout_prob
         __snake_case:						Any   =						max_position_embeddings
         __snake_case:						int   =						type_vocab_size
         __snake_case:						List[str]   =						initializer_range
         __snake_case:						List[Any]   =						layer_norm_eps
         __snake_case:						Optional[int]   =						position_embedding_type
         __snake_case:						str   =						quant_mode
         __snake_case:						Optional[int]   =						force_dequant







class     __snake_case       (							__lowerCamelCase			):





       '''simple docstring'''







       @property
       def 							UpperCAmelCase__ (  self :    Tuple		):
         if self.task == "multiple-choice":
           __snake_case:						List[Any]   =						{0: """batch""", 1: """choice""", 2: """sequence"""}
         else:
           __snake_case:						List[str]   =						{0: """batch""", 1: """sequence"""}
         return OrderedDict(
             [
                 ("""input_ids""", dynamic_axis),
                 ("""attention_mask""", dynamic_axis),
             ]		)






