


def 							UpperCamelCase_( lowerCamelCase_					)       ->		list[list[float]]:
    _lowercase			:				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 							UpperCamelCase_( lowerCamelCase_				,					lowerCamelCase_					)       ->		list[list[float]]:
    _lowercase			:				list[list[float]] 						=						[]
    for dlist, weight in zip(lowerCamelCase_				,					lowerCamelCase_					):
        _lowercase			:				Tuple 						=						min(lowerCamelCase_					)
        _lowercase			:				Tuple 						=						max(lowerCamelCase_					)

        _lowercase			:				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:
            _lowercase			:				List[str] 						=						F'''Invalid weight of {weight:f} provided'''
            raise ValueError(lowerCamelCase_					)

        score_lists.append(lowerCamelCase_					)

    return score_lists



def 							UpperCamelCase_( lowerCamelCase_					)       ->		list[float]:
    _lowercase			:				list[float] 						=						[0 for i in range(len(score_lists[0]					)					)]

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

    return final_scores



def 							UpperCamelCase_( lowerCamelCase_				,					lowerCamelCase_					)       ->		list[list[float]]:
    _lowercase			:				int 						=						get_data(lowerCamelCase_					)
    _lowercase			:				Tuple 						=						calculate_each_score(lowerCamelCase_				,					lowerCamelCase_					)
    _lowercase			:				Optional[Any] 						=						generate_final_scores(lowerCamelCase_					)

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

    return source_data






def 							UpperCamelCase_( lowerCamelCase_					)       ->		int:

    if not isinstance(lowerCamelCase_				,					lowerCamelCase_					):
        raise ValueError('multiplicative_persistence() only accepts integral values'					)
    if num < 0:
        raise ValueError('multiplicative_persistence() does not accept negative values'					)

    _lowercase			:				List[str] 						=						0
    _lowercase			:				Optional[int] 						=						str(lowerCamelCase_					)

    while len(lowerCamelCase_					) != 1:
        _lowercase			:				Any 						=						[int(lowerCamelCase_					) for i in num_string]

        _lowercase			:				List[Any] 						=						1
        for i in range(0				,					len(lowerCamelCase_					)					):
            total *= numbers[i]

        _lowercase			:				Optional[Any] 						=						str(lowerCamelCase_					)

        steps += 1
    return steps



def 							UpperCamelCase_( lowerCamelCase_					)       ->		int:

    if not isinstance(lowerCamelCase_				,					lowerCamelCase_					):
        raise ValueError('additive_persistence() only accepts integral values'					)
    if num < 0:
        raise ValueError('additive_persistence() does not accept negative values'					)

    _lowercase			:				Optional[int] 						=						0
    _lowercase			:				str 						=						str(lowerCamelCase_					)

    while len(lowerCamelCase_					) != 1:
        _lowercase			:				Dict 						=						[int(lowerCamelCase_					) for i in num_string]

        _lowercase			:				Any 						=						0
        for i in range(0				,					len(lowerCamelCase_					)					):
            total += numbers[i]

        _lowercase			:				Dict 						=						str(lowerCamelCase_					)

        steps += 1
    return steps


if __name__ == "__main__":
 import doctest

 doctest.testmod()


