





"""simple docstring"""



import inspect
import os
import unittest
from pathlib import Path

import torch

import accelerate
from accelerate.test_utils import execute_subprocess_async
from accelerate.test_utils.testing import run_command






class 		__snake_case (		unittest.TestCase					):





 """simple docstring"""


 _lowerCamelCase				=					inspect.getfile(accelerate.test_utils					)
 _lowerCamelCase				=					os.path.sep.join(mod_file.split(os.path.sep					)[:-1] + ["""scripts""", """test_cli.py"""]					)

 _lowerCamelCase				=					["accelerate", "launch"]
 _lowerCamelCase				=					Path.home() / ".cache/huggingface/accelerate"
 _lowerCamelCase				=					"default_config.yaml"
 _lowerCamelCase				=					config_folder / config_file
 _lowerCamelCase				=					config_folder / "_default_config.yaml"

 _lowerCamelCase				=					Path("""tests/test_configs"""					)

 @classmethod
 def  UpperCamelCase__(   cls  ):



     '''simple docstring'''




     if cls.config_path.is_file():
         cls.config_path.rename(cls.changed_path  )

 @classmethod
 def  UpperCamelCase__(   cls  ):



     '''simple docstring'''




     if cls.changed_path.is_file():
         cls.changed_path.rename(cls.config_path  )

 def  UpperCamelCase__(   self  ):



     '''simple docstring'''




     __A   :						List[Any]									=					self.base_cmd
     if torch.cuda.is_available() and (torch.cuda.device_count() > 1):
         cmd += ["--multi_gpu"]
     execute_subprocess_async(cmd + [self.test_file_path] ,						env=os.environ.copy()  )

 def  UpperCamelCase__(   self  ):



     '''simple docstring'''




     for config in sorted(self.test_config_path.glob('''**/*.yaml'''  )  ):
         with self.subTest(config_file=__UpperCAmelCase  ):
             execute_subprocess_async(
                 self.base_cmd + ['''--config_file''', str(__UpperCAmelCase  ), self.test_file_path] ,						env=os.environ.copy()  )







 def  UpperCamelCase__(   self  ):



     '''simple docstring'''




     execute_subprocess_async(['''accelerate''', '''test'''] ,						env=os.environ.copy()  )






class 		__snake_case (		unittest.TestCase					):





 """simple docstring"""


 _lowerCamelCase				=					"test-tpu"
 _lowerCamelCase				=					"us-central1-a"
 _lowerCamelCase				=					"ls"
 _lowerCamelCase				=					["accelerate", "tpu-config"]
 _lowerCamelCase				=					"cd /usr/share"
 _lowerCamelCase				=					"tests/test_samples/test_command_file.sh"
 _lowerCamelCase				=					"Running gcloud compute tpus tpu-vm ssh"

 def  UpperCamelCase__(   self  ):



     '''simple docstring'''




     __A   :						Dict									=					run_command(
         self.cmd
         + ['''--command''', self.command, '''--tpu_zone''', self.tpu_zone, '''--tpu_name''', self.tpu_name, '''--debug'''] ,						return_stdout=__UpperCAmelCase ,						)
     self.assertIn(
         F"""{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; ls --worker all""" ,						__UpperCAmelCase ,						)

 def  UpperCamelCase__(   self  ):



     '''simple docstring'''




     __A   :						str									=					run_command(
         self.cmd
         + [
             '''--config_file''',
             '''tests/test_configs/0_12_0.yaml''',
             '''--command''',
             self.command,
             '''--tpu_zone''',
             self.tpu_zone,
             '''--tpu_name''',
             self.tpu_name,
             '''--debug''',
         ] ,						return_stdout=__UpperCAmelCase ,						)
     self.assertIn(
         F"""{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; ls --worker all""" ,						__UpperCAmelCase ,						)

 def  UpperCamelCase__(   self  ):



     '''simple docstring'''




     __A   :						Any									=					run_command(
         self.cmd + ['''--config_file''', '''tests/test_configs/latest.yaml''', '''--debug'''] ,						return_stdout=__UpperCAmelCase  )
     self.assertIn(
         F"""{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; echo \"hello world\"; echo \"this is a second command\" --worker all""" ,						__UpperCAmelCase ,						)

 def  UpperCamelCase__(   self  ):



     '''simple docstring'''




     __A   :						Union[str, Any]									=					run_command(
         self.cmd + ['''--config_file''', '''tests/test_configs/latest.yaml''', '''--command''', self.command, '''--debug'''] ,						return_stdout=__UpperCAmelCase ,						)
     self.assertIn(
         F"""{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; ls --worker all""" ,						__UpperCAmelCase ,						)

 def  UpperCamelCase__(   self  ):



     '''simple docstring'''




     __A   :						Any									=					run_command(
         self.cmd
         + [
             '''--config_file''',
             '''tests/test_configs/latest.yaml''',
             '''--command''',
             self.command,
             '''--command''',
             '''echo \"Hello World\"''',
             '''--debug''',
         ] ,						return_stdout=__UpperCAmelCase ,						)
     self.assertIn(
         F"""{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; ls; echo \"Hello World\" --worker all""" ,						__UpperCAmelCase ,						)

 def  UpperCamelCase__(   self  ):



     '''simple docstring'''




     __A   :						List[Any]									=					run_command(
         self.cmd
         + ['''--config_file''', '''tests/test_configs/latest.yaml''', '''--command_file''', self.command_file, '''--debug'''] ,						return_stdout=__UpperCAmelCase ,						)
     self.assertIn(
         F"""{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; echo \"hello world\"; echo \"this is a second command\" --worker all""" ,						__UpperCAmelCase ,						)

 def  UpperCamelCase__(   self  ):



     '''simple docstring'''




     __A   :						str									=					run_command(
         self.cmd
         + [
             '''--config_file''',
             '''tests/test_configs/0_12_0.yaml''',
             '''--command_file''',
             self.command_file,
             '''--tpu_zone''',
             self.tpu_zone,
             '''--tpu_name''',
             self.tpu_name,
             '''--debug''',
         ] ,						return_stdout=__UpperCAmelCase ,						)
     self.assertIn(
         F"""{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; echo \"hello world\"; echo \"this is a second command\" --worker all""" ,						__UpperCAmelCase ,						)

 def  UpperCamelCase__(   self  ):



     '''simple docstring'''




     __A   :						int									=					run_command(
         self.cmd + ['''--config_file''', '''tests/test_configs/latest.yaml''', '''--install_accelerate''', '''--debug'''] ,						return_stdout=__UpperCAmelCase ,						)
     self.assertIn(
         F"""{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; pip install accelerate -U; echo \"hello world\"; echo \"this is a second command\" --worker all""" ,						__UpperCAmelCase ,						)







 def  UpperCamelCase__(   self  ):



     '''simple docstring'''




     __A   :						Dict									=					run_command(
         self.cmd
         + [
             '''--config_file''',
             '''tests/test_configs/latest.yaml''',
             '''--install_accelerate''',
             '''--accelerate_version''',
             '''12.0.0''',
             '''--debug''',
         ] ,						return_stdout=__UpperCAmelCase ,						)
     self.assertIn(
         F"""{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; pip install accelerate==12.0.0; echo \"hello world\"; echo \"this is a second command\" --worker all""" ,						__UpperCAmelCase ,						)











"""simple docstring"""



def 		__lowercase					(       snake_case_  :  int						)       ->Optional[Any]:



    '''simple docstring'''







    stooge(snake_case_    ,0    ,len(snake_case_						) - 1						)
    return arr







def 		__lowercase					(       snake_case_  :  Optional[Any]    ,snake_case_  :  Union[str, Any]    ,snake_case_  :  Any						)       ->Tuple:



    '''simple docstring'''







    if i >= h:
        return

    # If first element is smaller than the last then swap them
    if arr[i] > arr[h]:
        __A			,	__A   :						Optional[int]									=					arr[h], arr[i]

    # If there are more than 2 elements in the array
    if h - i + 1 > 2:
        __A   :						Any									=					(int)((h - i + 1) / 3						)

        # Recursively sort first 2/3 elements
        stooge(snake_case_    ,snake_case_    ,(h - t)						)

        # Recursively sort last 2/3 elements
        stooge(snake_case_    ,i + t    ,(snake_case_)						)

        # Recursively sort first 2/3 elements
        stooge(snake_case_    ,snake_case_    ,(h - t)						)


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




