


'''simple docstring'''






def lowerCamelCase__     (		__lowerCamelCase			:				list[list[float]]				):







   '''simple docstring'''




   _UpperCAmelCase  :  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			:				list[list[float]]			,       __lowerCamelCase			:				list[int]				):







   '''simple docstring'''




   _UpperCAmelCase  :  list[list[float]]				       =[]
   for dlist, weight in zip(__lowerCamelCase			,       __lowerCamelCase				):
      _UpperCAmelCase  :  Dict				       =min(__lowerCamelCase				)
      _UpperCAmelCase  :  int				       =max(__lowerCamelCase				)

      _UpperCAmelCase  :  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:
         _UpperCAmelCase  :  Optional[int]				       =f"Invalid weight of {weight:f} provided"
         raise ValueError(__lowerCamelCase				)

      score_lists.append(__lowerCamelCase				)

   return score_lists





def lowerCamelCase__     (		__lowerCamelCase			:				list[list[float]]				):







   '''simple docstring'''




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

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

   return final_scores





def lowerCamelCase__     (		__lowerCamelCase			:				list[list[float]]			,       __lowerCamelCase			:				list[int]				):







   '''simple docstring'''




   _UpperCAmelCase  :  List[str]				       =get_data(__lowerCamelCase				)
   _UpperCAmelCase  :  Tuple				       =calculate_each_score(__lowerCamelCase			,       __lowerCamelCase				)
   _UpperCAmelCase  :  str				       =generate_final_scores(__lowerCamelCase				)

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

   return source_data





'''simple docstring'''






import warnings
from functools import wraps
from typing import Callable





def lowerCamelCase__     (		__lowerCamelCase			:				Callable				):







   '''simple docstring'''




   @wraps(__lowerCamelCase				)
   def _inner_fn(*__lowerCamelCase			:				int			,       **__lowerCamelCase			:				Optional[Any]				):
      warnings.warn(
          (f"'{fn.__name__}' is experimental and might be subject to breaking changes in the future.")			,       __lowerCamelCase			,       )
      return fn(*__lowerCamelCase			,       **__lowerCamelCase				)

   return _inner_fn

