


"""simple docstring"""






def        lowerCamelCase_(		_lowerCamelCase       )    ->     list:
   '''simple docstring'''





   for i in range(len(_lowerCamelCase       ) - 1			,		0			,		-1       ):
      _lowerCamelCase   :				Dict							=     False

      for j in range(_lowerCamelCase			,		0			,		-1       ):
         if unsorted[j] < unsorted[j - 1]:
            _lowerCamelCase,					_lowerCamelCase   :				Optional[int]							=     unsorted[j - 1], unsorted[j]
            _lowerCamelCase   :				List[Any]							=     True

      for j in range(_lowerCamelCase       ):
         if unsorted[j] > unsorted[j + 1]:
            _lowerCamelCase,					_lowerCamelCase   :				str							=     unsorted[j + 1], unsorted[j]
            _lowerCamelCase   :				Union[str, Any]							=     True

      if not swapped:
         break
   return unsorted


if __name__ == "__main__":
  import doctest

  doctest.testmod()
  _lowerCAmelCase							:    Optional[int]					   =	input('''Enter numbers separated by a comma:\n''').strip()
  _lowerCAmelCase							:    Optional[Any]					   =	[int(item) for item in user_input.split(''',''')]
  print(f'''{cocktail_shaker_sort(unsorted) = }''')




def        __a			(   __lowerCAmelCase   )     ->     list[list[float]]:
					SCREAMING_SNAKE_CASE							:     list[list[float]]						=				[]
					for data in source_data:
										for i, el in enumerate(__lowerCAmelCase   ):
															if len(__lowerCAmelCase   ) < i + 1:
																				data_lists.append([]   )
															data_lists[i].append(float(__lowerCAmelCase   )   )
					return data_lists

def        __a			(   __lowerCAmelCase      ,	__lowerCAmelCase   )     ->     list[list[float]]:
					SCREAMING_SNAKE_CASE							:     list[list[float]]						=				[]
					for dlist, weight in zip(__lowerCAmelCase      ,	__lowerCAmelCase   ):
										SCREAMING_SNAKE_CASE							:     str						=				min(__lowerCAmelCase   )
										SCREAMING_SNAKE_CASE							:     int						=				max(__lowerCAmelCase   )

										SCREAMING_SNAKE_CASE							:     list[float]						=				[]
										# for weight 0 score is 1 - actual score
										if weight == 0:
															for item in dlist:
																				try:
																									score.append(1 - ((item - mind) / (maxd - mind))   )
																				except ZeroDivisionError:
																									score.append(1   )

										elif weight == 1:
															for item in dlist:
																				try:
																									score.append((item - mind) / (maxd - mind)   )
																				except ZeroDivisionError:
																									score.append(0   )

        # weight not 0 or 1
										else:
															SCREAMING_SNAKE_CASE							:     Union[str, Any]						=				F'''Invalid weight of {weight:f} provided'''
															raise ValueError(__lowerCAmelCase   )

										score_lists.append(__lowerCAmelCase   )

					return score_lists

def        __a			(   __lowerCAmelCase   )     ->     list[float]:
					SCREAMING_SNAKE_CASE							:     list[float]						=				[0 for i in range(len(score_lists[0]   )   )]

					for slist in score_lists:
										for j, ele in enumerate(__lowerCAmelCase   ):
															SCREAMING_SNAKE_CASE							:     str						=				final_scores[j] + ele

					return final_scores



def        __a			(   __lowerCAmelCase      ,	__lowerCAmelCase   )     ->     list[list[float]]:
					SCREAMING_SNAKE_CASE							:     Tuple						=				get_data(__lowerCAmelCase   )
					SCREAMING_SNAKE_CASE							:     List[str]						=				calculate_each_score(__lowerCAmelCase      ,	__lowerCAmelCase   )
					SCREAMING_SNAKE_CASE							:     str						=				generate_final_scores(__lowerCAmelCase   )

					# append scores to source data
					for i, ele in enumerate(__lowerCAmelCase   ):
										source_data[i].append(__lowerCAmelCase   )

					return source_data