





class 							_UpperCamelCase					:

       def __init__(		self: List[Any]		)       -> int:




              """simple docstring"""


              UpperCamelCase_          =  {}  # Mapping from char to TrieNode
              UpperCamelCase_          =  False

       def lowercase (		self: List[str]					,   _SCREAMING_SNAKE_CASE: list[str]		)       -> int:




              """simple docstring"""


              for word in words:
                     self.insert(_lowercase		)

       def lowercase (		self: str					,   _SCREAMING_SNAKE_CASE: str		)       -> Union[str, Any]:




              """simple docstring"""


              UpperCamelCase_          =  self
              for char in word:
                     if char not in curr.nodes:
                            UpperCamelCase_          =  TrieNode()
                     UpperCamelCase_          =  curr.nodes[char]
              UpperCamelCase_          =  True

       def lowercase (		self: Union[str, Any]					,   _SCREAMING_SNAKE_CASE: str		)       -> List[str]:




              """simple docstring"""


              UpperCamelCase_          =  self
              for char in word:
                     if char not in curr.nodes:
                            return False
                     UpperCamelCase_          =  curr.nodes[char]
              return curr.is_leaf



       def lowercase (		self: Optional[int]					,   _SCREAMING_SNAKE_CASE: str		)       -> str:




              """simple docstring"""


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

              _delete(self					,   _lowercase					,   0		)




def  lowerCAmelCase_ (							UpperCamelCase_					,		UpperCamelCase_  )     ->		None:





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

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




def  lowerCAmelCase_ (							)     ->		bool:
       UpperCamelCase_          =  "banana bananas bandana band apple all beast".split()
       UpperCamelCase_          =  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  lowerCAmelCase_ (							UpperCamelCase_					,		UpperCamelCase_  )     ->		None:
       print(str(UpperCamelCase__  )					,		"works!" if passes else "doesn\'t work :("  )




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




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


if __name__ == "__main__":
     main()








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


_UpperCAmelCase        =				logging.get_logger(__name__)

_UpperCAmelCase        =				{'openai-gpt': 'https://huggingface.co/openai-gpt/resolve/main/config.json'}



class 							_UpperCamelCase					(	lowerCAmelCase_     ):
       _UpperCamelCase				:					List[str]         =   '''openai-gpt'''
       _UpperCamelCase				:					List[str]         =   {
           '''max_position_embeddings''': '''n_positions''',
           '''hidden_size''': '''n_embd''',
           '''num_attention_heads''': '''n_head''',
           '''num_hidden_layers''': '''n_layer''',
       }

       def __init__(		self: int					,   _SCREAMING_SNAKE_CASE: int=40478					,   _SCREAMING_SNAKE_CASE: Optional[Any]=512					,   _SCREAMING_SNAKE_CASE: List[Any]=768					,   _SCREAMING_SNAKE_CASE: str=12					,   _SCREAMING_SNAKE_CASE: Any=12					,   _SCREAMING_SNAKE_CASE: Optional[int]="gelu"					,   _SCREAMING_SNAKE_CASE: int=0.1					,   _SCREAMING_SNAKE_CASE: Optional[int]=0.1					,   _SCREAMING_SNAKE_CASE: Union[str, Any]=0.1					,   _SCREAMING_SNAKE_CASE: Any=1e-5					,   _SCREAMING_SNAKE_CASE: Tuple=0.02					,   _SCREAMING_SNAKE_CASE: str="cls_index"					,   _SCREAMING_SNAKE_CASE: Union[str, Any]=True					,   _SCREAMING_SNAKE_CASE: List[Any]=None					,   _SCREAMING_SNAKE_CASE: List[Any]=True					,   _SCREAMING_SNAKE_CASE: List[Any]=0.1					,   **_SCREAMING_SNAKE_CASE: List[Any]					,   )       -> int:




              """simple docstring"""


              UpperCamelCase_          =  vocab_size
              UpperCamelCase_          =  n_positions
              UpperCamelCase_          =  n_embd
              UpperCamelCase_          =  n_layer
              UpperCamelCase_          =  n_head
              UpperCamelCase_          =  afn
              UpperCamelCase_          =  resid_pdrop
              UpperCamelCase_          =  embd_pdrop
              UpperCamelCase_          =  attn_pdrop
              UpperCamelCase_          =  layer_norm_epsilon
              UpperCamelCase_          =  initializer_range
              UpperCamelCase_          =  summary_type
              UpperCamelCase_          =  summary_use_proj
              UpperCamelCase_          =  summary_activation
              UpperCamelCase_          =  summary_first_dropout
              UpperCamelCase_          =  summary_proj_to_labels
              super().__init__(**_SCREAMING_SNAKE_CASE		)

