



def 	UpperCamelCase			(     snake_case__ :					Union[str, Any] ,  snake_case__ :					Tuple ,  snake_case__ :					Tuple			)			->  Optional[int]:
   UpperCamelCase					:						List[Any]					=			index
   UpperCamelCase					:						List[Any]					=			2 * index + 1
   UpperCamelCase					:						Optional[Any]					=			2 * index + 2
   if left_index < heap_size and unsorted[left_index] > unsorted[largest]:
      UpperCamelCase					:						List[str]					=			left_index

   if right_index < heap_size and unsorted[right_index] > unsorted[largest]:
      UpperCamelCase					:						Optional[int]					=			right_index

   if largest != index:
      UpperCamelCase			,  UpperCamelCase					:						str					=			unsorted[index], unsorted[largest]
      heapify(snake_case__ ,  snake_case__ ,  snake_case__			)
def 	UpperCamelCase			(     snake_case__ :					str			)			->  str:
   UpperCamelCase					:						List[Any]					=			len(snake_case__			)
   for i in range(n // 2 - 1 ,  -1 ,  -1			):
      heapify(snake_case__ ,  snake_case__ ,  snake_case__			)
   for i in range(n - 1 ,  0 ,  -1			):
      UpperCamelCase			,  UpperCamelCase					:						List[str]					=			unsorted[i], unsorted[0]
      heapify(snake_case__ ,  0 ,  snake_case__			)
   return unsorted


if __name__ == "__main__":
    __UpperCAmelCase      = input('''Enter numbers separated by a comma:\n''').strip()
    __UpperCAmelCase      = [int(item) for item in user_input.split(''',''')]
    print(heap_sort(unsorted))








import json
import logging
import os
import subprocess
from argparse import ArgumentParser


__UpperCAmelCase      = logging.getLogger(__name__)
def 	UpperCamelCase			(     )			->  List[str]:
   UpperCamelCase					:						Union[str, Any]					=			ArgumentParser()
   UpperCamelCase			,  UpperCamelCase					:						Optional[int]					=			parser.parse_known_args()
   for arg in unknown:
      if arg.startswith(('-', '--')			):
         parser.add_argument(arg.split('='			)[0]			)

   return parser.parse_args()
def 	UpperCamelCase			(     )			->  Optional[Any]:
   UpperCamelCase					:						int					=			parse_args()
   UpperCamelCase					:						Dict					=			8888
   UpperCamelCase					:						Union[str, Any]					=			int(os.environ['SM_NUM_GPUS']			)
   UpperCamelCase					:						Optional[Any]					=			json.loads(os.environ['SM_HOSTS']			)
   UpperCamelCase					:						Dict					=			len(snake_case__			)
   UpperCamelCase					:						int					=			os.environ['SM_CURRENT_HOST']
   UpperCamelCase					:						List[str]					=			hosts.index(snake_case__			)
   UpperCamelCase					:						Optional[Any]					=			'INFO'

   if num_nodes > 1:
      UpperCamelCase					:						List[Any]					=			F"""python -m torch.distributed.launch \
                --nnodes={num_nodes}  \
                --node_rank={rank}  \
                --nproc_per_node={num_gpus}  \
                --master_addr={hosts[0]}  \
                --master_port={port} \
                ./run_glue.py \
                {"".join(["nested fstring" for parameter,value in args.__dict__.items()]			)}"""
   else:
      UpperCamelCase					:						Any					=			F"""python -m torch.distributed.launch \
            --nproc_per_node={num_gpus}  \
            ./run_glue.py \
            {"".join(["nested fstring" for parameter,value in args.__dict__.items()]			)}"""
   try:
      subprocess.run(snake_case__ ,  shell=snake_case__			)
   except Exception as e:
      logger.info(snake_case__			)


if __name__ == "__main__":
    main()



