
def        A_     (						__SCREAMING_SNAKE_CASE						:  list[list[float]] )				->       Tuple:





  """simple docstring"""

  __A		:     list[list[float]]												=		[]
  for data in source_data:
    for i, el in enumerate(__SCREAMING_SNAKE_CASE ):
      if len(__SCREAMING_SNAKE_CASE ) < i + 1:
        data_lists.append([] )
      data_lists[i].append(float(__SCREAMING_SNAKE_CASE ) )
  return data_lists







def        A_     (						__SCREAMING_SNAKE_CASE						:  list[list[float]]			,     __SCREAMING_SNAKE_CASE						:  list[int] )				->       List[Any]:





  """simple docstring"""

  __A		:     list[list[float]]												=		[]
  for dlist, weight in zip(__SCREAMING_SNAKE_CASE			,     __SCREAMING_SNAKE_CASE ):
    __A		:     Optional[Any]												=		min(__SCREAMING_SNAKE_CASE )
    __A		:     Tuple												=		max(__SCREAMING_SNAKE_CASE )

    __A		:     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:
      __A		:     Optional[int]												=		F"Invalid weight of {weight:f} provided"
      raise ValueError(__SCREAMING_SNAKE_CASE )

    score_lists.append(__SCREAMING_SNAKE_CASE )

  return score_lists







def        A_     (						__SCREAMING_SNAKE_CASE						:  list[list[float]] )				->       Tuple:





  """simple docstring"""

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

  for slist in score_lists:
    for j, ele in enumerate(__SCREAMING_SNAKE_CASE ):
      __A		:     Union[str, Any]												=		final_scores[j] + ele

  return final_scores







def        A_     (						__SCREAMING_SNAKE_CASE						:  list[list[float]]			,     __SCREAMING_SNAKE_CASE						:  list[int] )				->       Dict:





  """simple docstring"""

  __A		:     List[str]												=		get_data(__SCREAMING_SNAKE_CASE )
  __A		:     List[Any]												=		calculate_each_score(__SCREAMING_SNAKE_CASE			,     __SCREAMING_SNAKE_CASE )
  __A		:     Optional[Any]												=		generate_final_scores(__SCREAMING_SNAKE_CASE )

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

  return source_data





'''simple docstring'''
def        A_     (						__SCREAMING_SNAKE_CASE						:  Dict )				->       Optional[Any]:





  """simple docstring"""

  if not head:
    return True
  # split the list to two parts
  __A							,					__A		:     Any												=		head.next, head
  while fast and fast.next:
    __A		:     List[str]												=		fast.next.next
    __A		:     List[Any]												=		slow.next
  __A		:     int												=		slow.next
  __A		:     List[str]												=		None  # Don't forget here! But forget still works!
  # reverse the second part
  __A		:     Dict												=		None
  while second:
    __A		:     Dict												=		second.next
    __A		:     str												=		node
    __A		:     int												=		second
    __A		:     Optional[int]												=		nxt
  # compare two parts
  # second part has the same or one less node
  while node:
    if node.val != head.val:
      return False
    __A		:     List[Any]												=		node.next
    __A		:     Tuple												=		head.next
  return True







def        A_     (						__SCREAMING_SNAKE_CASE						:  Union[str, Any] )				->       Optional[int]:





  """simple docstring"""

  if not head or not head.next:
    return True

  # 1. Get the midpoint (slow)
  __A		:     int												=		head
  while fast and fast.next:
    __A							,					__A		:     Optional[int]												=		fast.next.next, slow.next

  # 2. Push the second half into the stack
  __A		:     Union[str, Any]												=		[slow.val]
  while slow.next:
    __A		:     List[str]												=		slow.next
    stack.append(slow.val )

  # 3. Comparison
  while stack:
    if stack.pop() != cur.val:
      return False
    __A		:     Tuple												=		cur.next

  return True







def        A_     (						__SCREAMING_SNAKE_CASE						:  Dict )				->       Any:





  """simple docstring"""

  if not head or not head.next:
    return True
  __A		:     List[Any]												=		{}
  __A		:     Optional[int]												=		0
  while head:
    if head.val in d:
      d[head.val].append(__SCREAMING_SNAKE_CASE )
    else:
      __A		:     Tuple												=		[pos]
    __A		:     List[Any]												=		head.next
    pos += 1
  __A		:     List[Any]												=		pos - 1
  __A		:     List[str]												=		0
  for v in d.values():
    if len(__SCREAMING_SNAKE_CASE ) % 2 != 0:
      middle += 1
    else:
      __A		:     List[Any]												=		0
      for i in range(0			,     len(__SCREAMING_SNAKE_CASE ) ):
        if v[i] + v[len(__SCREAMING_SNAKE_CASE ) - 1 - step] != checksum:
          return False
        step += 1
    if middle > 1:
      return False
  return True



