

import math
def 						_snake_case(    SCREAMING_SNAKE_CASE__			:	list    ,			SCREAMING_SNAKE_CASE__			:	int = 0    ,			SCREAMING_SNAKE_CASE__			:	int = 0      )							->      list:





    '''simple docstring'''






    A__          =   end or len(SCREAMING_SNAKE_CASE__      )
    for i in range(SCREAMING_SNAKE_CASE__    ,			SCREAMING_SNAKE_CASE__      ):
        A__          =   i
        A__          =   array[i]
        while temp_index != start and temp_index_value < array[temp_index - 1]:
            A__          =   array[temp_index - 1]
            temp_index -= 1
        A__          =   temp_index_value
    return array
def 						_snake_case(    SCREAMING_SNAKE_CASE__			:	list    ,			SCREAMING_SNAKE_CASE__			:	int    ,			SCREAMING_SNAKE_CASE__			:	int      )							->      None:  # Max Heap





    '''simple docstring'''






    A__          =   index
    A__          =   2 * index + 1  # Left Node
    A__          =   2 * index + 2  # Right Node

    if left_index < heap_size and array[largest] < array[left_index]:
        A__          =   left_index

    if right_index < heap_size and array[largest] < array[right_index]:
        A__          =   right_index

    if largest != index:
        A__      ,						A__          =   array[largest], array[index]
        heapify(SCREAMING_SNAKE_CASE__    ,			SCREAMING_SNAKE_CASE__    ,			SCREAMING_SNAKE_CASE__      )
def 						_snake_case(    SCREAMING_SNAKE_CASE__			:	list      )							->      list:





    '''simple docstring'''






    A__          =   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      ):
        A__      ,						A__          =   array[0], array[i]
        heapify(SCREAMING_SNAKE_CASE__    ,			0    ,			SCREAMING_SNAKE_CASE__      )

    return array
def 						_snake_case(    SCREAMING_SNAKE_CASE__			:	list    ,			SCREAMING_SNAKE_CASE__			:	int    ,			SCREAMING_SNAKE_CASE__			:	int    ,			SCREAMING_SNAKE_CASE__			:	int      )							->      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      )							->      int:





    '''simple docstring'''






    A__          =   low
    A__          =   high
    while True:
        while array[i] < pivot:
            i += 1
        j -= 1
        while pivot < array[j]:
            j -= 1
        if i >= j:
            return i
        A__      ,						A__          =   array[j], array[i]
        i += 1
def 						_snake_case(    SCREAMING_SNAKE_CASE__			:	list      )							->      list:





    '''simple docstring'''






    if len(SCREAMING_SNAKE_CASE__      ) == 0:
        return array
    A__          =   2 * math.ceil(math.loga(len(SCREAMING_SNAKE_CASE__      )      )      )
    A__          =   16
    return intro_sort(SCREAMING_SNAKE_CASE__    ,			0    ,			len(SCREAMING_SNAKE_CASE__      )    ,			SCREAMING_SNAKE_CASE__    ,			SCREAMING_SNAKE_CASE__      )
def 						_snake_case(    SCREAMING_SNAKE_CASE__			:	list    ,			SCREAMING_SNAKE_CASE__			:	int    ,			SCREAMING_SNAKE_CASE__			:	int    ,			SCREAMING_SNAKE_CASE__			:	int    ,			SCREAMING_SNAKE_CASE__			:	int      )							->      list:





    '''simple docstring'''






    while end - start > size_threshold:
        if max_depth == 0:
            return heap_sort(SCREAMING_SNAKE_CASE__      )
        max_depth -= 1
        A__          =   median_of_a(SCREAMING_SNAKE_CASE__    ,			SCREAMING_SNAKE_CASE__    ,			start + ((end - start) // 2) + 1    ,			end - 1      )
        A__          =   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__      )
        A__          =   p
    return insertion_sort(SCREAMING_SNAKE_CASE__    ,			SCREAMING_SNAKE_CASE__    ,			SCREAMING_SNAKE_CASE__      )


if __name__ == "__main__":
     import doctest

     doctest.testmod()

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


"""simple docstring"""







from argparse import ArgumentParser

from datasets.commands.convert import ConvertCommand
from datasets.commands.dummy_data import DummyDataCommand
from datasets.commands.env import EnvironmentCommand
from datasets.commands.run_beam import RunBeamCommand
from datasets.commands.test import TestCommand
from datasets.utils.logging import set_verbosity_info



def 			lowercase__(       __SCREAMING_SNAKE_CASE							:     Optional[int]      ):
     return {key.lstrip('-'      ): value for key, value in zip(unknown_args[::2]     ,			unknown_args[1::2]      )}



def 			lowercase__(       ):
     lowercase_	:				Any													=	ArgumentParser(
         'HuggingFace Datasets CLI tool'     ,			usage='datasets-cli <command> [<args>]'     ,			allow_abbrev=__SCREAMING_SNAKE_CASE      )
     lowercase_	:				Tuple													=	parser.add_subparsers(help='datasets-cli command helpers'      )
     set_verbosity_info()

     # Register commands
     ConvertCommand.register_subcommand(__SCREAMING_SNAKE_CASE      )
     EnvironmentCommand.register_subcommand(__SCREAMING_SNAKE_CASE      )
     TestCommand.register_subcommand(__SCREAMING_SNAKE_CASE      )
     RunBeamCommand.register_subcommand(__SCREAMING_SNAKE_CASE      )
     DummyDataCommand.register_subcommand(__SCREAMING_SNAKE_CASE      )

     # Parse args
     lowercase_							,  lowercase_	:				Dict													=	parser.parse_known_args()
     if not hasattr(__SCREAMING_SNAKE_CASE     ,			'func'      ):
          parser.print_help()
          exit(1      )
     lowercase_	:				int													=	parse_unknown_args(__SCREAMING_SNAKE_CASE      )

     # Run
     lowercase_	:				List[Any]													=	args.func(__SCREAMING_SNAKE_CASE     ,			**__SCREAMING_SNAKE_CASE      )
     service.run()


if __name__ == "__main__":
       main()

