





from bisect import bisect
from itertools import accumulate





def       _UpperCamelCase       (a__				:str				,     a__				:Dict				,     a__				:int				,     a__				:int    ):






							"""simple docstring"""





							UpperCamelCase__			       =     sorted(zip(a__				,     a__    )				,     key=lambda a__    : x[0] / x[1]				,     reverse=a__    )
							UpperCamelCase__       ,       UpperCamelCase__			       =     [i[0] for i in r], [i[1] for i in r]
							UpperCamelCase__			       =     list(accumulate(a__    )    )
							UpperCamelCase__			       =     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()











from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_sentencepiece_available


UpperCamelCase__     =	{}

try:
					if not is_sentencepiece_available():
										raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
					pass
else:
					UpperCamelCase__     =	["GPTSw3Tokenizer"]


if TYPE_CHECKING:
					try:
										if not is_sentencepiece_available():
															raise OptionalDependencyNotAvailable()
					except OptionalDependencyNotAvailable:
										pass
					else:
										from .tokenization_gpt_swa import GPTSwaTokenizer

else:
					import sys

					UpperCamelCase__     =	_LazyModule(__name__, globals()["__file__"], _import_structure, module_spec=__spec__)




