


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


snake_case				:    str       				=     logging.get_logger(__name__)

snake_case				:    Optional[int]       				=     {
    '''microsoft/markuplm-base''': '''https://huggingface.co/microsoft/markuplm-base/resolve/main/config.json''',
    '''microsoft/markuplm-large''': '''https://huggingface.co/microsoft/markuplm-large/resolve/main/config.json''',
}







class 		_snake_case  (      _snake_case							):
 SCREAMING_SNAKE_CASE__      =       'markuplm'




 def __init__(		self					,  _lowerCamelCase=3_0522					,  _lowerCamelCase=768					,  _lowerCamelCase=12					,  _lowerCamelCase=12					,  _lowerCamelCase=3072					,  _lowerCamelCase="gelu"					,  _lowerCamelCase=0.1					,  _lowerCamelCase=0.1					,  _lowerCamelCase=512					,  _lowerCamelCase=2					,  _lowerCamelCase=0.02					,  _lowerCamelCase=1e-12					,  _lowerCamelCase=0					,  _lowerCamelCase=0					,  _lowerCamelCase=2					,  _lowerCamelCase=256					,  _lowerCamelCase=1024					,  _lowerCamelCase=216					,  _lowerCamelCase=1001					,  _lowerCamelCase=32					,  _lowerCamelCase=50					,  _lowerCamelCase="absolute"					,  _lowerCamelCase=True					,  _lowerCamelCase=None					,  **_lowerCamelCase					,  ):
       super().__init__(
           pad_token_id=_lowerCamelCase					,  bos_token_id=_lowerCamelCase					,  eos_token_id=_lowerCamelCase					,  **_lowerCamelCase					,  )
       a						:Optional[Any] 							=       vocab_size
       a						:int 							=       hidden_size
       a						:List[Any] 							=       num_hidden_layers
       a						:str 							=       num_attention_heads
       a						:Tuple 							=       hidden_act
       a						:Any 							=       intermediate_size
       a						:Optional[int] 							=       hidden_dropout_prob
       a						:Optional[Any] 							=       attention_probs_dropout_prob
       a						:Any 							=       max_position_embeddings
       a						:Union[str, Any] 							=       type_vocab_size
       a						:Optional[int] 							=       initializer_range
       a						:Any 							=       layer_norm_eps
       a						:Any 							=       position_embedding_type
       a						:Optional[Any] 							=       use_cache
       a						:Optional[Any] 							=       classifier_dropout
       # additional properties
       a						:Optional[int] 							=       max_depth
       a						:int 							=       max_xpath_tag_unit_embeddings
       a						:Optional[Any] 							=       max_xpath_subs_unit_embeddings
       a						:Union[str, Any] 							=       tag_pad_id
       a						:str 							=       subs_pad_id
       a						:List[str] 							=       xpath_unit_hidden_size









import math







class 		_snake_case  :




 def __init__(		self					,  _lowerCamelCase=0    ):  # a graph with Node 0,1,...,N-1
       a						:Optional[int] 							=       n
       a						:Union[str, Any] 							=       [
           [math.inf for j in range(0					,  _lowerCamelCase    )] for i in range(0					,  _lowerCamelCase    )
       ]  # adjacency matrix for weight
       a						:List[Any] 							=       [
           [math.inf for j in range(0					,  _lowerCamelCase    )] for i in range(0					,  _lowerCamelCase    )
       ]  # dp[i][j] stores minimum distance from i to j




 def        SCREAMING_SNAKE_CASE__				(		self					,  _lowerCamelCase					,  _lowerCamelCase					,  _lowerCamelCase    ):
       a						:Tuple 							=       w




 def        SCREAMING_SNAKE_CASE__				(		self    ):
       for k in range(0					,  self.n    ):
             for i in range(0					,  self.n    ):
                   for j in range(0					,  self.n    ):
                         a						:Union[str, Any] 							=       min(self.dp[i][j]					,  self.dp[i][k] + self.dp[k][j]    )




 def        SCREAMING_SNAKE_CASE__				(		self					,  _lowerCamelCase					,  _lowerCamelCase    ):
       return self.dp[u][v]


if __name__ == "__main__":
     snake_case				:    str       				=     Graph(5)
     graph.add_edge(0, 2, 9)
     graph.add_edge(0, 4, 10)
     graph.add_edge(1, 3, 5)
     graph.add_edge(2, 3, 7)
     graph.add_edge(3, 0, 10)
     graph.add_edge(3, 1, 2)
     graph.add_edge(3, 2, 1)
     graph.add_edge(3, 4, 6)
     graph.add_edge(4, 1, 3)
     graph.add_edge(4, 2, 4)
     graph.add_edge(4, 3, 9)
     graph.floyd_warshall()
     graph.show_min(1, 4)
     graph.show_min(0, 3)





