



'''simple docstring'''



import logging

from transformers import PretrainedConfig


lowerCAmelCase_     :       List[str]						=						logging.getLogger(__name__)


lowerCAmelCase_     :       str						=						{
    'bertabs-finetuned-cnndm': 'https://huggingface.co/remi/bertabs-finetuned-cnndm-extractive-abstractive-summarization/resolve/main/config.json',
}
class 	lowerCamelCase_							(					snake_case_			):
						_lowerCAmelCase     :   int	     =				'bertabs'







						def __init__(  self   :      Union[str, Any]				,    lowerCAmelCase__   :      str=3_05_22				,    lowerCAmelCase__   :      List[Any]=5_12				,    lowerCAmelCase__   :      Union[str, Any]=6				,    lowerCAmelCase__   :      Union[str, Any]=5_12				,    lowerCAmelCase__   :      List[str]=8				,    lowerCAmelCase__   :      List[Any]=5_12				,    lowerCAmelCase__   :      str=0.2				,    lowerCAmelCase__   :      Union[str, Any]=6				,    lowerCAmelCase__   :      Tuple=7_68				,    lowerCAmelCase__   :      str=8				,    lowerCAmelCase__   :      Tuple=20_48				,    lowerCAmelCase__   :      Union[str, Any]=0.2				,    **lowerCAmelCase__   :      Any				,    ):

													"""simple docstring"""
													super().__init__(**lowerCAmelCase__				)

													SCREAMING_SNAKE_CASE					:      str     					=			vocab_size
													SCREAMING_SNAKE_CASE					:      Union[str, Any]     					=			max_pos

													SCREAMING_SNAKE_CASE					:      Tuple     					=			enc_layers
													SCREAMING_SNAKE_CASE					:      str     					=			enc_hidden_size
													SCREAMING_SNAKE_CASE					:      Optional[Any]     					=			enc_heads
													SCREAMING_SNAKE_CASE					:      Dict     					=			enc_ff_size
													SCREAMING_SNAKE_CASE					:      int     					=			enc_dropout

													SCREAMING_SNAKE_CASE					:      Optional[Any]     					=			dec_layers
													SCREAMING_SNAKE_CASE					:      str     					=			dec_hidden_size
													SCREAMING_SNAKE_CASE					:      Tuple     					=			dec_heads
													SCREAMING_SNAKE_CASE					:      Optional[int]     					=			dec_ff_size
													SCREAMING_SNAKE_CASE					:      Tuple     					=			dec_dropout









'''simple docstring'''



from bisect import bisect
from itertools import accumulate
def 					UpperCAmelCase   (						A  :				Tuple					,		A  :				Optional[Any]					,		A  :				Dict					,		A  :				Any				):
							SCREAMING_SNAKE_CASE					:      List[str]     					=			sorted(zip(A					,		A				)					,		key=lambda A				: x[0] / x[1]					,		reverse=A				)
							SCREAMING_SNAKE_CASE					,SCREAMING_SNAKE_CASE					:      Dict     					=			[i[0] for i in r], [i[1] for i in r]
							SCREAMING_SNAKE_CASE					:      Union[str, Any]     					=			list(accumulate(A				)				)
							SCREAMING_SNAKE_CASE					:      List[Any]     					=			bisect(A					,		A				)
							return (
							    0
							    if k == 0
							    else sum(vl[:k]				) + (w - acc[k - 1]) * (vl[k]) / (wt[k])
							    if k != n
							    else sum(vl[:k]				)
							)


if __name__ == "__main__":
							import doctest

							doctest.testmod()




