
'''simple docstring'''







import math
def  snake_case_		(    __SCREAMING_SNAKE_CASE :			list				,				__SCREAMING_SNAKE_CASE :			int = 0				,				__SCREAMING_SNAKE_CASE :			int = 0							):



      """simple docstring"""





      lowercase_     :					List[Any]													=	end or len(_lowerCAmelCase							)
      for i in range(_lowerCAmelCase				,				_lowerCAmelCase							):
            lowercase_     :					Dict													=	i
            lowercase_     :					Any													=	array[i]
            while temp_index != start and temp_index_value < array[temp_index - 1]:
                  lowercase_     :					int													=	array[temp_index - 1]
                  temp_index -= 1
            lowercase_     :					str													=	temp_index_value
      return array
def  snake_case_		(    __SCREAMING_SNAKE_CASE :			list				,				__SCREAMING_SNAKE_CASE :			int				,				__SCREAMING_SNAKE_CASE :			int							):  # Max Heap



      """simple docstring"""





      lowercase_     :					int													=	index
      lowercase_     :					Tuple													=	2 * index + 1  # Left Node
      lowercase_     :					List[str]													=	2 * index + 2  # Right Node

      if left_index < heap_size and array[largest] < array[left_index]:
            lowercase_     :					Union[str, Any]													=	left_index

      if right_index < heap_size and array[largest] < array[right_index]:
            lowercase_     :					str													=	right_index

      if largest != index:
            lowercase_     :					int													=	array[largest], array[index]
            heapify(_lowerCAmelCase				,				_lowerCAmelCase				,				_lowerCAmelCase							)
def  snake_case_		(    __SCREAMING_SNAKE_CASE :			list							):



      """simple docstring"""





      lowercase_     :					Dict													=	len(_lowerCAmelCase							)

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

      for i in range(n - 1				,				0				,				-1							):
            lowercase_     :					List[Any]													=	array[0], array[i]
            heapify(_lowerCAmelCase				,				0				,				_lowerCAmelCase							)

      return array
def  snake_case_		(    __SCREAMING_SNAKE_CASE :			list				,				__SCREAMING_SNAKE_CASE :			int				,				__SCREAMING_SNAKE_CASE :			int				,				__SCREAMING_SNAKE_CASE :			int							):



      """simple docstring"""





      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  snake_case_		(    __SCREAMING_SNAKE_CASE :			list				,				__SCREAMING_SNAKE_CASE :			int				,				__SCREAMING_SNAKE_CASE :			int				,				__SCREAMING_SNAKE_CASE :			int							):



      """simple docstring"""





      lowercase_     :					int													=	low
      lowercase_     :					str													=	high
      while True:
            while array[i] < pivot:
                  i += 1
            j -= 1
            while pivot < array[j]:
                  j -= 1
            if i >= j:
                  return i
            lowercase_     :					Tuple													=	array[j], array[i]
            i += 1
def  snake_case_		(    __SCREAMING_SNAKE_CASE :			list							):



      """simple docstring"""





      if len(_lowerCAmelCase							) == 0:
            return array
      lowercase_     :					Any													=	2 * math.ceil(math.loga(len(_lowerCAmelCase							)							)							)
      lowercase_     :					Optional[int]													=	16
      return intro_sort(_lowerCAmelCase				,				0				,				len(_lowerCAmelCase							)				,				_lowerCAmelCase				,				_lowerCAmelCase							)
def  snake_case_		(    __SCREAMING_SNAKE_CASE :			list				,				__SCREAMING_SNAKE_CASE :			int				,				__SCREAMING_SNAKE_CASE :			int				,				__SCREAMING_SNAKE_CASE :			int				,				__SCREAMING_SNAKE_CASE :			int							):



      """simple docstring"""





      while end - start > size_threshold:
            if max_depth == 0:
                  return heap_sort(_lowerCAmelCase							)
            max_depth -= 1
            lowercase_     :					Union[str, Any]													=	median_of_a(_lowerCAmelCase				,				_lowerCAmelCase				,				start + ((end - start) // 2) + 1				,				end - 1							)
            lowercase_     :					Union[str, Any]													=	partition(_lowerCAmelCase				,				_lowerCAmelCase				,				_lowerCAmelCase				,				_lowerCAmelCase							)
            intro_sort(_lowerCAmelCase				,				_lowerCAmelCase				,				_lowerCAmelCase				,				_lowerCAmelCase				,				_lowerCAmelCase							)
            lowercase_     :					Any													=	p
      return insertion_sort(_lowerCAmelCase				,				_lowerCAmelCase				,				_lowerCAmelCase							)


if __name__ == "__main__":
       import doctest

       doctest.testmod()

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





'''simple docstring'''







import logging
import os

from .state import PartialState






class 			lowerCAmelCase__       (  logging.LoggerAdapter					):






					@staticmethod
					def      _snake_case   (       __SCREAMING_SNAKE_CASE		):


											"""simple docstring"""





											lowercase_     :					Optional[Any]													=	PartialState()
											return not main_process_only or (main_process_only and state.is_main_process)






					def      _snake_case   (       self    ,							__SCREAMING_SNAKE_CASE    ,							__SCREAMING_SNAKE_CASE    ,							*__SCREAMING_SNAKE_CASE    ,							**__SCREAMING_SNAKE_CASE		):


											"""simple docstring"""





											if PartialState._shared_state == {}:
																	raise RuntimeError(
																	    '''You must initialize the accelerate state by calling either `PartialState()` or `Accelerator()` before using the logging utility.'''		)
											lowercase_     :					Tuple													=	kwargs.pop('''main_process_only'''    ,							__SCREAMING_SNAKE_CASE		)
											lowercase_     :					Optional[int]													=	kwargs.pop('''in_order'''    ,							__SCREAMING_SNAKE_CASE		)

											if self.isEnabledFor(__SCREAMING_SNAKE_CASE		):
																	if self._should_log(__SCREAMING_SNAKE_CASE		):
																							lowercase_						,			lowercase_     :					Optional[Any]													=	self.process(__SCREAMING_SNAKE_CASE    ,							__SCREAMING_SNAKE_CASE		)
																							self.logger.log(__SCREAMING_SNAKE_CASE    ,							__SCREAMING_SNAKE_CASE    ,							*__SCREAMING_SNAKE_CASE    ,							**__SCREAMING_SNAKE_CASE		)

																	elif in_order:
																							lowercase_     :					Optional[Any]													=	PartialState()
																							for i in range(state.num_processes		):
																													if i == state.process_index:
																																			lowercase_						,			lowercase_     :					Optional[int]													=	self.process(__SCREAMING_SNAKE_CASE    ,							__SCREAMING_SNAKE_CASE		)
																																			self.logger.log(__SCREAMING_SNAKE_CASE    ,							__SCREAMING_SNAKE_CASE    ,							*__SCREAMING_SNAKE_CASE    ,							**__SCREAMING_SNAKE_CASE		)
																													state.wait_for_everyone()







def  snake_case_		(    __SCREAMING_SNAKE_CASE :			str				,				__SCREAMING_SNAKE_CASE :			str = None							):



						"""simple docstring"""





						if log_level is None:
												lowercase_     :					Any													=	os.environ.get('''ACCELERATE_LOG_LEVEL'''				,				__SCREAMING_SNAKE_CASE							)
						lowercase_     :					List[str]													=	logging.getLogger(__SCREAMING_SNAKE_CASE							)
						if log_level is not None:
												logger.setLevel(log_level.upper()							)
												logger.root.setLevel(log_level.upper()							)
						return MultiProcessAdapter(__SCREAMING_SNAKE_CASE				,				{}							)



