




'''simple docstring'''



class 		lowercase_   :


   """simple docstring"""

   def __init__(   self :     Tuple   ):

      """simple docstring"""
      _SCREAMING_SNAKE_CASE	=				{}  # Mapping from char to TrieNode
      _SCREAMING_SNAKE_CASE	=				False



   def 							lowerCAmelCase_      (   self :     Dict  ,				__lowerCamelCase :     list[str]   ):

      """simple docstring"""
      for word in words:
         self.insert(__lowerCamelCase   )



   def 							lowerCAmelCase_      (   self :     Union[str, Any]  ,				__lowerCamelCase :     str   ):

      """simple docstring"""
      _SCREAMING_SNAKE_CASE	=				self
      for char in word:
         if char not in curr.nodes:
            _SCREAMING_SNAKE_CASE	=				TrieNode()
         _SCREAMING_SNAKE_CASE	=				curr.nodes[char]
      _SCREAMING_SNAKE_CASE	=				True



   def 							lowerCAmelCase_      (   self :     List[Any]  ,				__lowerCamelCase :     str   ):

      """simple docstring"""
      _SCREAMING_SNAKE_CASE	=				self
      for char in word:
         if char not in curr.nodes:
            return False
         _SCREAMING_SNAKE_CASE	=				curr.nodes[char]
      return curr.is_leaf



   def 							lowerCAmelCase_      (   self :     Any  ,				__lowerCamelCase :     str   ):

      """simple docstring"""

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

      _delete(self  ,				__lowerCamelCase  ,				0   )


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

   for key, value in node.nodes.items():
      print_words(__A	,					word + key  )
def 			SCREAMING_SNAKE_CASE_			(							)			->			bool:
   _SCREAMING_SNAKE_CASE	=				"banana bananas bandana band apple all beast".split()
   _SCREAMING_SNAKE_CASE	=				TrieNode()
   root.insert_many(__A  )
   # print_words(root, "")
   assert all(root.find(__A  ) 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_			(							__A    :			str	,					__A    :			bool  )			->			None:
   print(str(__A  )	,					"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()







'''simple docstring'''



from ...configuration_utils import PretrainedConfig







class 		lowercase_   (			A       ):


   """simple docstring"""

   lowerCamelCase_      =						'''bert-generation'''



   def __init__(   self :     int  ,				__lowerCamelCase :     int=5_0_3_5_8  ,				__lowerCamelCase :     Union[str, Any]=1_0_2_4  ,				__lowerCamelCase :     str=2_4  ,				__lowerCamelCase :     int=1_6  ,				__lowerCamelCase :     Union[str, Any]=4_0_9_6  ,				__lowerCamelCase :     Optional[Any]="gelu"  ,				__lowerCamelCase :     Tuple=0.1  ,				__lowerCamelCase :     str=0.1  ,				__lowerCamelCase :     Optional[Any]=5_1_2  ,				__lowerCamelCase :     List[Any]=0.0_2  ,				__lowerCamelCase :     Union[str, Any]=1e-12  ,				__lowerCamelCase :     List[Any]=0  ,				__lowerCamelCase :     List[Any]=2  ,				__lowerCamelCase :     Dict=1  ,				__lowerCamelCase :     Tuple="absolute"  ,				__lowerCamelCase :     Union[str, Any]=True  ,				**__lowerCamelCase :     Optional[Any]  ,				):

      """simple docstring"""
      super().__init__(pad_token_id=__lowerCamelCase  ,				bos_token_id=__lowerCamelCase  ,				eos_token_id=__lowerCamelCase  ,				**__lowerCamelCase   )

      _SCREAMING_SNAKE_CASE	=				vocab_size
      _SCREAMING_SNAKE_CASE	=				hidden_size
      _SCREAMING_SNAKE_CASE	=				num_hidden_layers
      _SCREAMING_SNAKE_CASE	=				num_attention_heads
      _SCREAMING_SNAKE_CASE	=				hidden_act
      _SCREAMING_SNAKE_CASE	=				intermediate_size
      _SCREAMING_SNAKE_CASE	=				hidden_dropout_prob
      _SCREAMING_SNAKE_CASE	=				attention_probs_dropout_prob
      _SCREAMING_SNAKE_CASE	=				max_position_embeddings
      _SCREAMING_SNAKE_CASE	=				initializer_range
      _SCREAMING_SNAKE_CASE	=				layer_norm_eps
      _SCREAMING_SNAKE_CASE	=				position_embedding_type
      _SCREAMING_SNAKE_CASE	=				use_cache

