


'''simple docstring'''






def 							UpperCamelCase_     (       A__   :  list[list[float]]   ):
  '''simple docstring'''





  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 							UpperCamelCase_     (       A__   :  list[list[float]]				,       A__   :  list[int]   ):
  '''simple docstring'''





  lowerCAmelCase_     : list[list[float]]     =  []
  for dlist, weight in zip(A__				,       A__   ):
    lowerCAmelCase_     : Optional[Any]     =  min(A__   )
    lowerCAmelCase_     : int     =  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_     : Optional[int]     =  f'Invalid weight of {weight:f} provided'
      raise ValueError(A__   )

    score_lists.append(A__   )

  return score_lists







def 							UpperCamelCase_     (       A__   :  list[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(A__   ):
      lowerCAmelCase_     : Union[str, Any]     =  final_scores[j] + ele

  return final_scores







def 							UpperCamelCase_     (       A__   :  list[list[float]]				,       A__   :  list[int]   ):
  '''simple docstring'''





  lowerCAmelCase_     : Union[str, Any]     =  get_data(A__   )
  lowerCAmelCase_     : int     =  calculate_each_score(A__				,       A__   )
  lowerCAmelCase_     : str     =  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 							UpperCamelCase_     (       A__   :  bytes   ):
  '''simple docstring'''





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







def 							UpperCamelCase_     (       A__   :  str   ):
  '''simple docstring'''





  if (len(A__   ) % 2) != 0:
    raise ValueError(
        """Base16 encoded data is invalid:
Data 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(A__   ) <= set("""0123456789ABCDEF"""   ):
    raise ValueError(
        """Base16 encoded data is invalid:
Data 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(A__   )				,       2   )   )


if __name__ == "__main__":
  import doctest

  doctest.testmod()



