





'''simple docstring'''






def      __A						(							a_						:  list[list[float]]	):
		lowerCAmelCase     :    list[list[float]]						=   []
		for data in source_data:
				for i, el in enumerate(a_	):
						if len(a_	) < i + 1:
								data_lists.append([]	)
						data_lists[i].append(float(a_	)	)
		return data_lists






def      __A						(							a_						:  list[list[float]]      ,a_						:  list[int]	):
		lowerCAmelCase     :    list[list[float]]						=   []
		for dlist, weight in zip(a_      ,a_	):
				lowerCAmelCase     :    Tuple						=   min(a_	)
				lowerCAmelCase     :    Tuple						=   max(a_	)

				lowerCAmelCase     :    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:
						lowerCAmelCase     :    Union[str, Any]						=   f'''Invalid weight of {weight:f} provided'''
						raise ValueError(a_	)

				score_lists.append(a_	)

		return score_lists






def      __A						(							a_						:  list[list[float]]	):
		lowerCAmelCase     :    list[float]						=   [0 for i in range(len(score_lists[0]	)	)]

		for slist in score_lists:
				for j, ele in enumerate(a_	):
						lowerCAmelCase     :    Dict						=   final_scores[j] + ele

		return final_scores






def      __A						(							a_						:  list[list[float]]      ,a_						:  list[int]	):
		lowerCAmelCase     :    List[str]						=   get_data(a_	)
		lowerCAmelCase     :    List[str]						=   calculate_each_score(a_      ,a_	)
		lowerCAmelCase     :    int						=   generate_final_scores(a_	)

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

		return source_data










'''simple docstring'''






def      __A						(							a_						:  int	):
		assert (
		    isinstance(a_      ,a_	) and number_of_steps > 0
		), f'''number_of_steps needs to be positive integer, your input {number_of_steps}'''
		if number_of_steps == 1:
				return 1
		lowerCAmelCase	,		lowerCAmelCase     :    int						=   1, 1
		for _ in range(number_of_steps - 1	):
				lowerCAmelCase	,		lowerCAmelCase     :    Union[str, Any]						=   current + previous, current
		return current


if __name__ == "__main__":
					import doctest

					doctest.testmod()



