




'''simple docstring'''





def 					UpperCamelCase_(     snake_case							:	List[Any]					):

       '''simple docstring'''






       snake_case_      =				0

       # if input_string is "aba" than new_input_string become "a|b|a"
       snake_case_      =				''
       snake_case_      =				''

       # append each character + "|" in new_string for range(0, length-1)
       for i in input_string[: len(_A					) - 1]:
              new_input_string += i + "|"
       # append last character
       new_input_string += input_string[-1]

       # we will store the starting and ending of previous furthest ending palindromic
       # substring
       snake_case_      =				0, 0

       # length[i] shows the length of palindromic substring with center i
       snake_case_      =				[1 for i in range(len(_A					)					)]

       # for each character in new_string find corresponding palindromic string
       snake_case_      =				0
       for j in range(len(_A					)					):
              snake_case_      =				1 if j > r else min(length[l + r - j] // 2							,    r - j + 1					)
              while (
                  j - k >= 0
                  and j + k < len(_A					)
                  and new_input_string[k + j] == new_input_string[j - k]
              ):
                     k += 1

              snake_case_      =				2 * k - 1

              # does this string is ending after the previously explored end (that is r) ?
              # if yes the update the new r to the last index of this
              if j + k - 1 > r:
                     snake_case_      =				j - k + 1  # noqa: E741
                     snake_case_      =				j + k - 1

              # update max_length and start position
              if max_length < length[j]:
                     snake_case_      =				length[j]
                     snake_case_      =				j

    # create that string
       snake_case_      =				new_input_string[start - max_length // 2 : start + max_length // 2 + 1]
       for i in s:
              if i != "|":
                     output_string += i

       return output_string


if __name__ == "__main__":
  import doctest

  doctest.testmod()










'''simple docstring'''





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


_SCREAMING_SNAKE_CASE							:       Any						=			logging.get_logger(__name__)

_SCREAMING_SNAKE_CASE							:       int						=			{
    "alibaba-damo/mgp-str-base": "https://huggingface.co/alibaba-damo/mgp-str-base/resolve/main/config.json",
}




class 			_snake_case		(     lowercase_							):
			lowerCAmelCase_					:				Union[str, Any]							=   "mgp-str"




			def __init__( self    ,							a__=[32, 128]    ,							a__=4    ,							a__=3    ,							a__=27    ,							a__=38    ,							a__=50_257    ,							a__=30_522    ,							a__=768    ,							a__=12    ,							a__=12    ,							a__=4.0    ,							a__=True    ,							a__=False    ,							a__=1e-5    ,							a__=0.0    ,							a__=0.0    ,							a__=0.0    ,							a__=False    ,							a__=0.0_2    ,							**a__    ,							)    ->    Union[str, Any]:

										'''simple docstring'''




										super().__init__(**a__							)

										snake_case_      =				image_size
										snake_case_      =				patch_size
										snake_case_      =				num_channels
										snake_case_      =				max_token_length
										snake_case_      =				num_character_labels
										snake_case_      =				num_bpe_labels
										snake_case_      =				num_wordpiece_labels
										snake_case_      =				hidden_size
										snake_case_      =				num_hidden_layers
										snake_case_      =				num_attention_heads
										snake_case_      =				mlp_ratio
										snake_case_      =				distilled
										snake_case_      =				layer_norm_eps
										snake_case_      =				drop_rate
										snake_case_      =				qkv_bias
										snake_case_      =				attn_drop_rate
										snake_case_      =				drop_path_rate
										snake_case_      =				output_aa_attentions
										snake_case_      =				initializer_range




