

from ..utils import DummyObject, requires_backends







class 						lowercase     (					metaclass=_lowercase				):


		"""simple docstring"""




		a__       							=	["torch", "transformers", "invisible_watermark"]


		def __init__(					self						,							*__snake_case						,							**__snake_case):
			requires_backends(self						,							['torch', 'transformers', 'invisible_watermark'])


		@classmethod
		def 		A__       (					cls						,							*__snake_case						,							**__snake_case):
			requires_backends(cls						,							['torch', 'transformers', 'invisible_watermark'])






		@classmethod
		def 		A__       (					cls						,							*__snake_case						,							**__snake_case):
			requires_backends(cls						,							['torch', 'transformers', 'invisible_watermark'])







class 						lowercase     (					metaclass=_lowercase				):


		"""simple docstring"""




		a__       							=	["torch", "transformers", "invisible_watermark"]


		def __init__(					self						,							*__snake_case						,							**__snake_case):
			requires_backends(self						,							['torch', 'transformers', 'invisible_watermark'])


		@classmethod
		def 		A__       (					cls						,							*__snake_case						,							**__snake_case):
			requires_backends(cls						,							['torch', 'transformers', 'invisible_watermark'])






		@classmethod
		def 		A__       (					cls						,							*__snake_case						,							**__snake_case):
			requires_backends(cls						,							['torch', 'transformers', 'invisible_watermark'])






'''simple docstring'''





from collections import Counter
from functools import total_ordering

from data_structures.heap.heap import Heap



@total_ordering
class 			lowerCAmelCase__ :



  '''simple docstring'''






  def __init__(self	:			Tuple						,			lowerCAmelCase_	:			str						,			lowerCAmelCase_	:			int     ) ->							None:
        snake_case_    							=				word
        snake_case_    							=				count

  def __eq__(self	:			List[Any]						,			lowerCAmelCase_	:			object     ) ->							bool:
        if not isinstance(lowerCAmelCase_						,			lowerCAmelCase_     ):
              return NotImplemented
        return self.count == other.count


  def __lt__(self	:			Tuple						,			lowerCAmelCase_	:			object     ) ->							bool:
        if not isinstance(lowerCAmelCase_						,			lowerCAmelCase_     ):
              return NotImplemented
        return self.count < other.count

def 	snake_case_							(				_a  :				list[str]			,       _a  :				int      ):
      snake_case_    							=				Heap()
      snake_case_    							=				Counter(_a      )
      heap.build_max_heap(
          [WordCount(_a			,       _a      ) for word, count in count_by_word.items()]      )
      return [heap.extract_max().word for _ in range(min(_a			,       len(_a      )      )      )]


if __name__ == "__main__":
     import doctest

     doctest.testmod()

