


"""simple docstring"""






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





   _lowerCamelCase   :				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        lowerCamelCase_(		_lowerCamelCase			,		_lowerCamelCase       )    ->     list[list[float]]:
   '''simple docstring'''





   _lowerCamelCase   :				list[list[float]]							=     []
   for dlist, weight in zip(_lowerCamelCase			,		_lowerCamelCase       ):
      _lowerCamelCase   :				Optional[int]							=     min(_lowerCamelCase       )
      _lowerCamelCase   :				str							=     max(_lowerCamelCase       )

      _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   :				Optional[Any]							=     F"""Invalid weight of {weight:f} provided"""
         raise ValueError(_lowerCamelCase       )

      score_lists.append(_lowerCamelCase       )

   return score_lists







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





   _lowerCamelCase   :				list[float]							=     [0 for i in range(len(score_lists[0]       )       )]

   for slist in score_lists:
      for j, ele in enumerate(_lowerCamelCase       ):
         _lowerCamelCase   :				Optional[Any]							=     final_scores[j] + ele

   return final_scores







def        lowerCamelCase_(		_lowerCamelCase			,		_lowerCamelCase       )    ->     list[list[float]]:
   '''simple docstring'''





   _lowerCamelCase   :				Any							=     get_data(_lowerCamelCase       )
   _lowerCamelCase   :				List[str]							=     calculate_each_score(_lowerCamelCase			,		_lowerCamelCase       )
   _lowerCamelCase   :				Tuple							=     generate_final_scores(_lowerCamelCase       )

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

   return source_data



def       a_ (       SCREAMING_SNAKE_CASE__   : bytes	):
       '''simple docstring'''





       return "".join([hex(SCREAMING_SNAKE_CASE__	)[2:].zfill(2	).upper() for byte in list(SCREAMING_SNAKE_CASE__	)]	)




def       a_ (       SCREAMING_SNAKE_CASE__   : str	):
       '''simple docstring'''





       if (len(SCREAMING_SNAKE_CASE__	) % 2) != 0:
              raise ValueError(
                  'Base16 encoded data is invalid:\nData does not have an even number of hex digits.'	)
       # Check the character set - the standard base16 alphabet
       # is uppercase according to RFC3548 section 6
       if not set(SCREAMING_SNAKE_CASE__	) <= set('0123456789ABCDEF'	):
              raise ValueError(
                  'Base16 encoded data is invalid:\nData is not uppercase hex or it contains invalid characters.'	)
       # For every two hexadecimal digits (= a byte), turn it into an integer.
       # Then, string the result together into bytes, and return it.
       return bytes(int(data[i] + data[i + 1]						,     16	) for i in range(0						,     len(SCREAMING_SNAKE_CASE__	)						,     2	)	)


if __name__ == "__main__":
 import doctest

 doctest.testmod()


