

"""simple docstring"""





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


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

__UpperCamelCase  :      Union[str, Any]							      =		{
    '''studio-ousia/luke-base''': '''https://huggingface.co/studio-ousia/luke-base/resolve/main/config.json''',
    '''studio-ousia/luke-large''': '''https://huggingface.co/studio-ousia/luke-large/resolve/main/config.json''',
}







class 				SCREAMING_SNAKE_CASE					(		a_       ):






					"""simple docstring"""



					lowercase__				 =       "luke"







					def __init__(       self			:				Tuple   ,lowercase_			:				List[Any]=5_0_2_6_7   ,lowercase_			:				Union[str, Any]=5_0_0_0_0_0   ,lowercase_			:				Dict=7_6_8   ,lowercase_			:				int=2_5_6   ,lowercase_			:				List[Any]=1_2   ,lowercase_			:				Any=1_2   ,lowercase_			:				Any=3_0_7_2   ,lowercase_			:				List[str]="gelu"   ,lowercase_			:				Tuple=0.1   ,lowercase_			:				Dict=0.1   ,lowercase_			:				Optional[int]=5_1_2   ,lowercase_			:				Dict=2   ,lowercase_			:				Optional[Any]=0.02   ,lowercase_			:				Dict=1E-12   ,lowercase_			:				str=True   ,lowercase_			:				Dict=None   ,lowercase_			:				Tuple=1   ,lowercase_			:				Any=0   ,lowercase_			:				Any=2   ,**lowercase_			:				int   ,):
						super().__init__(pad_token_id=lowercase_   ,bos_token_id=lowercase_   ,eos_token_id=lowercase_   ,**lowercase_		)

						lowerCAmelCase__	:						Optional[Any]  				=	vocab_size
						lowerCAmelCase__	:						Optional[int]  				=	entity_vocab_size
						lowerCAmelCase__	:						str  				=	hidden_size
						lowerCAmelCase__	:						Tuple  				=	entity_emb_size
						lowerCAmelCase__	:						Any  				=	num_hidden_layers
						lowerCAmelCase__	:						str  				=	num_attention_heads
						lowerCAmelCase__	:						List[str]  				=	hidden_act
						lowerCAmelCase__	:						int  				=	intermediate_size
						lowerCAmelCase__	:						Optional[Any]  				=	hidden_dropout_prob
						lowerCAmelCase__	:						Any  				=	attention_probs_dropout_prob
						lowerCAmelCase__	:						Any  				=	max_position_embeddings
						lowerCAmelCase__	:						Union[str, Any]  				=	type_vocab_size
						lowerCAmelCase__	:						Dict  				=	initializer_range
						lowerCAmelCase__	:						int  				=	layer_norm_eps
						lowerCAmelCase__	:						Optional[Any]  				=	use_entity_aware_attention
						lowerCAmelCase__	:						List[str]  				=	classifier_dropout





'''simple docstring'''

from __future__ import annotations

from dataclasses import dataclass







@dataclass
class 				_lowercase     :


 '''simple docstring'''






 _SCREAMING_SNAKE_CASE     :       float
 _SCREAMING_SNAKE_CASE     :       TreeNode | None      	=					None
 _SCREAMING_SNAKE_CASE     :       TreeNode | None      	=					None







def      UpperCamelCase_						(					snake_case_       :       TreeNode | None      )					->     bool:






 '''simple docstring'''

 def is_valid_tree(snake_case_       :       TreeNode | None      ) -> bool:
  if node is None:
   return True

  if not isinstance(snake_case_						,		snake_case_      ):
   return False

  try:
   float(node.data      )
  except (TypeError, ValueError):
   return False

  return is_valid_tree(node.left      ) and is_valid_tree(node.right      )

 if not is_valid_tree(snake_case_      ):
  raise ValueError(
      """Each node should be type of TreeNode and data should be float."""      )

 def is_binary_search_tree_recursive_check(
     snake_case_       :       TreeNode | None						,		snake_case_       :       float						,		snake_case_       :       float      ) -> bool:

  if node is None:
   return True

  return (
      left_bound < node.data < right_bound
      and is_binary_search_tree_recursive_check(node.left						,		snake_case_						,		node.data      )
      and is_binary_search_tree_recursive_check(
          node.right						,		node.data						,		snake_case_      )
  )

 return is_binary_search_tree_recursive_check(snake_case_						,		-float("""inf"""      )						,		float("""inf"""      )      )


if __name__ == "__main__":
 import doctest

 doctest.testmod()






