





import math







def 			A__							(    SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__ = 0					,					SCREAMING_SNAKE_CASE__ = 0)   ->    list:
  __snake_case:						str   =						end or len(SCREAMING_SNAKE_CASE__)
  for i in range(SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__):
    __snake_case:						str   =						i
    __snake_case:						str   =						array[i]
    while temp_index != start and temp_index_value < array[temp_index - 1]:
      __snake_case:						Union[str, Any]   =						array[temp_index - 1]
      temp_index -= 1
    __snake_case:						List[Any]   =						temp_index_value
  return array







def 			A__							(    SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__)   ->    None:  # Max Heap
  __snake_case:						int   =						index
  __snake_case:						Any   =						2 * index + 1  # Left Node
  __snake_case:						List[Any]   =						2 * index + 2  # Right Node

  if left_index < heap_size and array[largest] < array[left_index]:
    __snake_case:						Tuple   =						left_index

  if right_index < heap_size and array[largest] < array[right_index]:
    __snake_case:						Any   =						right_index

  if largest != index:
    __snake_case  ,   __snake_case:						str   =						array[largest], array[index]
    heapify(SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__)







def 			A__							(    SCREAMING_SNAKE_CASE__)   ->    list:
  __snake_case:						int   =						len(SCREAMING_SNAKE_CASE__)

  for i in range(n // 2					,					-1					,					-1):
    heapify(SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__)

  for i in range(n - 1					,					0					,					-1):
    __snake_case  ,   __snake_case:						Optional[Any]   =						array[0], array[i]
    heapify(SCREAMING_SNAKE_CASE__					,					0					,					SCREAMING_SNAKE_CASE__)

  return array







def 			A__							(    SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__)   ->    int:
  if (array[first_index] > array[middle_index]) != (
      array[first_index] > array[last_index]
  ):
    return array[first_index]
  elif (array[middle_index] > array[first_index]) != (
      array[middle_index] > array[last_index]
  ):
    return array[middle_index]
  else:
    return array[last_index]







def 			A__							(    SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__)   ->    int:
  __snake_case:						Union[str, Any]   =						low
  __snake_case:						int   =						high
  while True:
    while array[i] < pivot:
      i += 1
    j -= 1
    while pivot < array[j]:
      j -= 1
    if i >= j:
      return i
    __snake_case  ,   __snake_case:						str   =						array[j], array[i]
    i += 1







def 			A__							(    SCREAMING_SNAKE_CASE__)   ->    list:
  if len(SCREAMING_SNAKE_CASE__) == 0:
    return array
  __snake_case:						List[Any]   =						2 * math.ceil(math.loga(len(SCREAMING_SNAKE_CASE__)))
  __snake_case:						Any   =						16
  return intro_sort(SCREAMING_SNAKE_CASE__					,					0					,					len(SCREAMING_SNAKE_CASE__)					,					SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__)







def 			A__							(    SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__)   ->    list:
  while end - start > size_threshold:
    if max_depth == 0:
      return heap_sort(SCREAMING_SNAKE_CASE__)
    max_depth -= 1
    __snake_case:						List[Any]   =						median_of_a(SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__					,					start + ((end - start) // 2) + 1					,					end - 1)
    __snake_case:						List[str]   =						partition(SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__)
    intro_sort(SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__)
    __snake_case:						Tuple   =						p
  return insertion_sort(SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__					,					SCREAMING_SNAKE_CASE__)


if __name__ == "__main__":
      import doctest

      doctest.testmod()

      __UpperCAmelCase       :   int				       =							input("Enter numbers separated by a comma : ").strip()
      __UpperCAmelCase       :   Optional[int]				       =							[float(item) for item in user_input.split(",")]
      print(sort(unsorted))













import warnings

from ...utils import logging
from .image_processing_perceiver import PerceiverImageProcessor


__UpperCAmelCase       :   Tuple				       =							logging.get_logger(__name__)







class     __snake_case       (							__lowerCamelCase			):





       '''simple docstring'''







       def __init__(  self :    Union[str, Any]							,				*A :    Union[str, Any]							,				**A :    Optional[int]		):
         warnings.warn(
             """The class PerceiverFeatureExtractor is deprecated and will be removed in version 5 of Transformers."""
             """ Please use PerceiverImageProcessor instead."""							,				A							,				)
         super().__init__(*A							,				**A		)






