





'''simple docstring'''


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


lowerCAmelCase					:     Optional[Any]												=logging.get_logger(__name__)

lowerCAmelCase					:     Optional[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       a_   (				_lowerCAmelCase							):
     __A      =			"luke"





     def __init__( self		:					Optional[Any]	,      lowercase		:					int=50_267	,      lowercase		:					List[Any]=500_000	,      lowercase		:					Optional[int]=768	,      lowercase		:					List[str]=256	,      lowercase		:					Union[str, Any]=12	,      lowercase		:					List[Any]=12	,      lowercase		:					str=3_072	,      lowercase		:					Optional[int]="gelu"	,      lowercase		:					Tuple=0.1	,      lowercase		:					List[Any]=0.1	,      lowercase		:					List[str]=512	,      lowercase		:					Tuple=2	,      lowercase		:					int=0.02	,      lowercase		:					Optional[Any]=1e-1_2	,      lowercase		:					str=True	,      lowercase		:					Tuple=None	,      lowercase		:					Optional[int]=1	,      lowercase		:					List[Any]=0	,      lowercase		:					str=2	,      **lowercase		:					Optional[int]	,      ):





        """simple docstring"""




        super().__init__(pad_token_id=lowercase	,      bos_token_id=lowercase	,      eos_token_id=lowercase	,      **lowercase						)

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









'''simple docstring'''


lowerCAmelCase					:     Optional[int]												=256
# Modulus to hash a string
lowerCAmelCase					:     Tuple												=1_000_003
def 							UpperCAmelCase_  (						__lowerCamelCase					:					str	,__lowerCamelCase					:					str ):
   lowercase_			:Dict    			= len(__lowerCamelCase )
   lowercase_			:int    			= len(__lowerCamelCase )
   if p_len > t_len:
      return False

   lowercase_			:Any    			= 0
   lowercase_			:Dict    			= 0
   lowercase_			:int    			= 1

   # Calculating the hash of pattern and substring of text
   for i in range(__lowerCamelCase ):
      lowercase_			:Union[str, Any]    			= (ord(pattern[i] ) + p_hash * alphabet_size) % modulus
      lowercase_			:Tuple    			= (ord(text[i] ) + text_hash * alphabet_size) % modulus
      if i == p_len - 1:
         continue
      lowercase_			:Tuple    			= (modulus_power * alphabet_size) % modulus

   for i in range(0	,t_len - p_len + 1 ):
      if text_hash == p_hash and text[i : i + p_len] == pattern:
         return True
      if i == t_len - p_len:
         continue
      # Calculate the https://en.wikipedia.org/wiki/Rolling_hash
      lowercase_			:Tuple    			= (
          (text_hash - ord(text[i] ) * modulus_power) * alphabet_size
          + ord(text[i + p_len] )
      ) % modulus
   return False
def 							UpperCAmelCase_  (						):
   lowercase_			:List[Any]    			= "abc1abc12"
   lowercase_			:List[str]    			= "alskfjaldsabc1abc1abc12k23adsfabcabc"
   lowercase_			:int    			= "alskfjaldsk23adsfabcabc"
   assert rabin_karp(__lowerCamelCase	,__lowerCamelCase ) and not rabin_karp(__lowerCamelCase	,__lowerCamelCase )

   # Test 2)
   lowercase_			:Union[str, Any]    			= "ABABX"
   lowercase_			:Optional[Any]    			= "ABABZABABYABABX"
   assert rabin_karp(__lowerCamelCase	,__lowerCamelCase )

   # Test 3)
   lowercase_			:Dict    			= "AAAB"
   lowercase_			:int    			= "ABAAAAAB"
   assert rabin_karp(__lowerCamelCase	,__lowerCamelCase )

   # Test 4)
   lowercase_			:Tuple    			= "abcdabcy"
   lowercase_			:Union[str, Any]    			= "abcxabcdabxabcdabcdabcy"
   assert rabin_karp(__lowerCamelCase	,__lowerCamelCase )

   # Test 5)
   lowercase_			:Tuple    			= "Lü"
   lowercase_			:List[Any]    			= "Lüsai"
   assert rabin_karp(__lowerCamelCase	,__lowerCamelCase )
   lowercase_			:str    			= "Lue"
   assert not rabin_karp(__lowerCamelCase	,__lowerCamelCase )
   print("Success." )


if __name__ == "__main__":
 test_rabin_karp()


