






'''simple docstring'''

from __future__ import annotations

from typing import Any






class 							__magic_name__     :







	"""simple docstring"""



	def __init__(							self  ,      _lowercase = 6       )						->  None:
							lowercase_      :   Node | None        =			None
							lowercase_      :   Node | None        =			None
							self.create_linked_list(_lowercase       )
	def        lowerCamelCase__		(							self  ,      _lowercase       )						->  None:
							lowercase_      :   Optional[int]        =			Node()
							lowercase_      :   int        =			current_node
							lowercase_      :   List[str]        =			current_node
							lowercase_      :   Union[str, Any]        =			current_node
							for _ in range(1  ,      _lowercase       ):
													lowercase_      :   List[str]        =			Node()
													lowercase_      :   Any        =			current_node
													lowercase_      :   List[Any]        =			previous_node
													lowercase_      :   Union[str, Any]        =			current_node
							lowercase_      :   Optional[int]        =			self.front
							lowercase_      :   List[str]        =			previous_node
	def        lowerCamelCase__		(							self       )						->  bool:
							return (
							    self.front == self.rear
							    and self.front is not None
							    and self.front.data is None
							)
	def        lowerCamelCase__		(							self       )						->  Any | None:
							self.check_can_perform_operation()
							return self.front.data if self.front else None
	def        lowerCamelCase__		(							self  ,      _lowercase       )						->  None:
							if self.rear is None:
													return

							self.check_is_full()
							if not self.is_empty():
													lowercase_      :   Any        =			self.rear.next
							if self.rear:
													lowercase_      :   Tuple        =			data
	def        lowerCamelCase__		(							self       )						->  Any:
							self.check_can_perform_operation()
							if self.rear is None or self.front is None:
													return None
							if self.front == self.rear:
													lowercase_      :   Dict        =			self.front.data
													lowercase_      :   Union[str, Any]        =			None
													return data

							lowercase_      :   Optional[int]        =			self.front
							lowercase_      :   Any        =			old_front.next
							lowercase_      :   Any        =			old_front.data
							lowercase_      :   List[str]        =			None
							return data
	def        lowerCamelCase__		(							self       )						->  None:
							if self.is_empty():
													raise Exception('Empty Queue'       )







	def        lowerCamelCase__		(							self       )						->  None:
							if self.rear and self.rear.next == self.front:
													raise Exception('Full Queue'       )






class 							__magic_name__     :







	"""simple docstring"""



	def __init__(							self       )						->  None:
							lowercase_      :   Any | None        =			None
							lowercase_      :   Node | None        =			None
							lowercase_      :   Node | None        =			None


if __name__ == "__main__":
						import doctest

						doctest.testmod()








'''simple docstring'''

def 	_UpperCAmelCase    (  a		:	list[list[float]]							)			->			list[list[float]]:





						"""simple docstring"""
						lowercase_      :   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]							)			->			list[list[float]]:





						"""simple docstring"""
						lowercase_      :   list[list[float]]        =			[]
						for dlist, weight in zip(a						,			a							):
												lowercase_      :   Tuple        =			min(a							)
												lowercase_      :   Any        =			max(a							)

												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_      :   str        =			f"Invalid weight of {weight:f} provided"
																		raise ValueError(a							)

												score_lists.append(a							)

						return score_lists






def 	_UpperCAmelCase    (  a		:	list[list[float]]							)			->			list[float]:





						"""simple docstring"""
						lowercase_      :   list[float]        =			[0 for i in range(len(score_lists[0]							)							)]

						for slist in score_lists:
												for j, ele in enumerate(a							):
																		lowercase_      :   List[Any]        =			final_scores[j] + ele

						return final_scores






def 	_UpperCAmelCase    (  a		:	list[list[float]]						,			a		:	list[int]							)			->			list[list[float]]:





						"""simple docstring"""
						lowercase_      :   int        =			get_data(a							)
						lowercase_      :   Optional[int]        =			calculate_each_score(a						,			a							)
						lowercase_      :   Dict        =			generate_final_scores(a							)

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

						return source_data
