





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 							_UpperCamelCase					(	unittest.TestCase     ):
       _UpperCamelCase				:					Optional[int]         =   inspect.getfile(accelerate.test_utils     )
       _UpperCamelCase				:					Optional[int]         =   os.path.sep.join(mod_file.split(os.path.sep     )[:-1] + ['''scripts''', '''test_cli.py''']     )

       _UpperCamelCase				:					Tuple         =   ['''accelerate''', '''launch''']
       _UpperCamelCase				:					Any         =   Path.home() / '''.cache/huggingface/accelerate'''
       _UpperCamelCase				:					List[str]         =   '''default_config.yaml'''
       _UpperCamelCase				:					int         =   config_folder / config_file
       _UpperCamelCase				:					Any         =   config_folder / '''_default_config.yaml'''

       _UpperCamelCase				:					Optional[Any]         =   Path('''tests/test_configs'''     )

       @classmethod
       def lowercase (		cls: Union[str, Any]		)       -> Union[str, Any]:




              """simple docstring"""


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

       @classmethod
       def lowercase (		cls: Any		)       -> Dict:




              """simple docstring"""


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

       def lowercase (		self: Any		)       -> int:




              """simple docstring"""


              UpperCamelCase_          =  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 lowercase (		self: Dict		)       -> str:




              """simple docstring"""


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



       def lowercase (		self: List[str]		)       -> List[Any]:




              """simple docstring"""


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



class 							_UpperCamelCase					(	unittest.TestCase     ):
       _UpperCamelCase				:					int         =   '''test-tpu'''
       _UpperCamelCase				:					Union[str, Any]         =   '''us-central1-a'''
       _UpperCamelCase				:					List[Any]         =   '''ls'''
       _UpperCamelCase				:					Tuple         =   ['''accelerate''', '''tpu-config''']
       _UpperCamelCase				:					int         =   '''cd /usr/share'''
       _UpperCamelCase				:					Optional[int]         =   '''tests/test_samples/test_command_file.sh'''
       _UpperCamelCase				:					Any         =   '''Running gcloud compute tpus tpu-vm ssh'''

       def lowercase (		self: Union[str, Any]		)       -> str:




              """simple docstring"""


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

       def lowercase (		self: Optional[Any]		)       -> Optional[int]:




              """simple docstring"""


              UpperCamelCase_          =  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=_SCREAMING_SNAKE_CASE					,   )
              self.assertIn(
                  f'''{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; ls --worker all'''					,   _SCREAMING_SNAKE_CASE					,   )

       def lowercase (		self: List[str]		)       -> Optional[int]:




              """simple docstring"""


              UpperCamelCase_          =  run_command(
                  self.cmd + ["--config_file", "tests/test_configs/latest.yaml", "--debug"]					,   return_stdout=_SCREAMING_SNAKE_CASE		)
              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'''					,   _SCREAMING_SNAKE_CASE					,   )

       def lowercase (		self: Union[str, Any]		)       -> Tuple:




              """simple docstring"""


              UpperCamelCase_          =  run_command(
                  self.cmd + ["--config_file", "tests/test_configs/latest.yaml", "--command", self.command, "--debug"]					,   return_stdout=_SCREAMING_SNAKE_CASE					,   )
              self.assertIn(
                  f'''{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; ls --worker all'''					,   _SCREAMING_SNAKE_CASE					,   )

       def lowercase (		self: str		)       -> Tuple:




              """simple docstring"""


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

       def lowercase (		self: Union[str, Any]		)       -> Union[str, Any]:




              """simple docstring"""


              UpperCamelCase_          =  run_command(
                  self.cmd
                  + ["--config_file", "tests/test_configs/latest.yaml", "--command_file", self.command_file, "--debug"]					,   return_stdout=_SCREAMING_SNAKE_CASE					,   )
              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'''					,   _SCREAMING_SNAKE_CASE					,   )

       def lowercase (		self: Union[str, Any]		)       -> List[Any]:




              """simple docstring"""


              UpperCamelCase_          =  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=_SCREAMING_SNAKE_CASE					,   )
              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'''					,   _SCREAMING_SNAKE_CASE					,   )

       def lowercase (		self: str		)       -> Optional[int]:




              """simple docstring"""


              UpperCamelCase_          =  run_command(
                  self.cmd + ["--config_file", "tests/test_configs/latest.yaml", "--install_accelerate", "--debug"]					,   return_stdout=_SCREAMING_SNAKE_CASE					,   )
              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'''					,   _SCREAMING_SNAKE_CASE					,   )



       def lowercase (		self: Optional[int]		)       -> Optional[int]:




              """simple docstring"""


              UpperCamelCase_          =  run_command(
                  self.cmd
                  + [
                      "--config_file",
                      "tests/test_configs/latest.yaml",
                      "--install_accelerate",
                      "--accelerate_version",
                      "12.0.0",
                      "--debug",
                  ]					,   return_stdout=_SCREAMING_SNAKE_CASE					,   )
              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'''					,   _SCREAMING_SNAKE_CASE					,   )










import unittest

from transformers.testing_utils import CaptureStdout
from transformers.tools.python_interpreter import evaluate




def  lowerCAmelCase_ (							UpperCamelCase_  )     ->		Optional[int]:
       return x + 2







class 							_UpperCamelCase					(	unittest.TestCase     ):

       def lowercase (		self: Optional[int]		)       -> str:




              """simple docstring"""


              UpperCamelCase_          =  "x = 3"
              UpperCamelCase_          =  {}
              UpperCamelCase_          =  evaluate(_SCREAMING_SNAKE_CASE					,   {}					,   state=_SCREAMING_SNAKE_CASE		)
              assert result == 3
              self.assertDictEqual(_SCREAMING_SNAKE_CASE					,   {"x": 3}		)

              UpperCamelCase_          =  "x = y"
              UpperCamelCase_          =  {"y": 5}
              UpperCamelCase_          =  evaluate(_SCREAMING_SNAKE_CASE					,   {}					,   state=_SCREAMING_SNAKE_CASE		)
              # evaluate returns the value of the last assignment.
              assert result == 5
              self.assertDictEqual(_SCREAMING_SNAKE_CASE					,   {"x": 5, "y": 5}		)

       def lowercase (		self: List[str]		)       -> Dict:




              """simple docstring"""


              UpperCamelCase_          =  "y = add_two(x)"
              UpperCamelCase_          =  {"x": 3}
              UpperCamelCase_          =  evaluate(_SCREAMING_SNAKE_CASE					,   {"add_two": add_two}					,   state=_SCREAMING_SNAKE_CASE		)
              assert result == 5
              self.assertDictEqual(_SCREAMING_SNAKE_CASE					,   {"x": 3, "y": 5}		)

              # Won't work without the tool
              with CaptureStdout() as out:
                     UpperCamelCase_          =  evaluate(_SCREAMING_SNAKE_CASE					,   {}					,   state=_SCREAMING_SNAKE_CASE		)
              assert result is None
              assert "tried to execute add_two" in out.out

       def lowercase (		self: Union[str, Any]		)       -> str:




              """simple docstring"""


              UpperCamelCase_          =  "x = 3"
              UpperCamelCase_          =  {}
              UpperCamelCase_          =  evaluate(_SCREAMING_SNAKE_CASE					,   {}					,   state=_SCREAMING_SNAKE_CASE		)
              assert result == 3
              self.assertDictEqual(_SCREAMING_SNAKE_CASE					,   {"x": 3}		)

       def lowercase (		self: Dict		)       -> Any:




              """simple docstring"""


              UpperCamelCase_          =  "test_dict = {'x': x, 'y': add_two(x)}"
              UpperCamelCase_          =  {"x": 3}
              UpperCamelCase_          =  evaluate(_SCREAMING_SNAKE_CASE					,   {"add_two": add_two}					,   state=_SCREAMING_SNAKE_CASE		)
              self.assertDictEqual(_SCREAMING_SNAKE_CASE					,   {"x": 3, "y": 5}		)
              self.assertDictEqual(_SCREAMING_SNAKE_CASE					,   {"x": 3, "test_dict": {"x": 3, "y": 5}}		)

       def lowercase (		self: List[str]		)       -> Union[str, Any]:




              """simple docstring"""


              UpperCamelCase_          =  "x = 3\ny = 5"
              UpperCamelCase_          =  {}
              UpperCamelCase_          =  evaluate(_SCREAMING_SNAKE_CASE					,   {}					,   state=_SCREAMING_SNAKE_CASE		)
              # evaluate returns the value of the last assignment.
              assert result == 5
              self.assertDictEqual(_SCREAMING_SNAKE_CASE					,   {"x": 3, "y": 5}		)

       def lowercase (		self: List[Any]		)       -> int:




              """simple docstring"""


              UpperCamelCase_          =  "text = f'This is x: {x}.'"
              UpperCamelCase_          =  {"x": 3}
              UpperCamelCase_          =  evaluate(_SCREAMING_SNAKE_CASE					,   {}					,   state=_SCREAMING_SNAKE_CASE		)
              # evaluate returns the value of the last assignment.
              assert result == "This is x: 3."
              self.assertDictEqual(_SCREAMING_SNAKE_CASE					,   {"x": 3, "text": "This is x: 3."}		)

       def lowercase (		self: int		)       -> Union[str, Any]:




              """simple docstring"""


              UpperCamelCase_          =  "if x <= 3:\n    y = 2\nelse:\n    y = 5"
              UpperCamelCase_          =  {"x": 3}
              UpperCamelCase_          =  evaluate(_SCREAMING_SNAKE_CASE					,   {}					,   state=_SCREAMING_SNAKE_CASE		)
              # evaluate returns the value of the last assignment.
              assert result == 2
              self.assertDictEqual(_SCREAMING_SNAKE_CASE					,   {"x": 3, "y": 2}		)

              UpperCamelCase_          =  {"x": 8}
              UpperCamelCase_          =  evaluate(_SCREAMING_SNAKE_CASE					,   {}					,   state=_SCREAMING_SNAKE_CASE		)
              # evaluate returns the value of the last assignment.
              assert result == 5
              self.assertDictEqual(_SCREAMING_SNAKE_CASE					,   {"x": 8, "y": 5}		)

       def lowercase (		self: str		)       -> Optional[Any]:




              """simple docstring"""


              UpperCamelCase_          =  "test_list = [x, add_two(x)]"
              UpperCamelCase_          =  {"x": 3}
              UpperCamelCase_          =  evaluate(_SCREAMING_SNAKE_CASE					,   {"add_two": add_two}					,   state=_SCREAMING_SNAKE_CASE		)
              self.assertListEqual(_SCREAMING_SNAKE_CASE					,   [3, 5]		)
              self.assertDictEqual(_SCREAMING_SNAKE_CASE					,   {"x": 3, "test_list": [3, 5]}		)

       def lowercase (		self: List[str]		)       -> int:




              """simple docstring"""


              UpperCamelCase_          =  "y = x"
              UpperCamelCase_          =  {"x": 3}
              UpperCamelCase_          =  evaluate(_SCREAMING_SNAKE_CASE					,   {}					,   state=_SCREAMING_SNAKE_CASE		)
              assert result == 3
              self.assertDictEqual(_SCREAMING_SNAKE_CASE					,   {"x": 3, "y": 3}		)

       def lowercase (		self: str		)       -> int:




              """simple docstring"""


              UpperCamelCase_          =  "test_list = [x, add_two(x)]\ntest_list[1]"
              UpperCamelCase_          =  {"x": 3}
              UpperCamelCase_          =  evaluate(_SCREAMING_SNAKE_CASE					,   {"add_two": add_two}					,   state=_SCREAMING_SNAKE_CASE		)
              assert result == 5
              self.assertDictEqual(_SCREAMING_SNAKE_CASE					,   {"x": 3, "test_list": [3, 5]}		)

              UpperCamelCase_          =  "test_dict = {'x': x, 'y': add_two(x)}\ntest_dict['y']"
              UpperCamelCase_          =  {"x": 3}
              UpperCamelCase_          =  evaluate(_SCREAMING_SNAKE_CASE					,   {"add_two": add_two}					,   state=_SCREAMING_SNAKE_CASE		)
              assert result == 5
              self.assertDictEqual(_SCREAMING_SNAKE_CASE					,   {"x": 3, "test_dict": {"x": 3, "y": 5}}		)



       def lowercase (		self: Dict		)       -> Optional[int]:




              """simple docstring"""


              UpperCamelCase_          =  "x = 0\nfor i in range(3):\n    x = i"
              UpperCamelCase_          =  {}
              UpperCamelCase_          =  evaluate(_SCREAMING_SNAKE_CASE					,   {"range": range}					,   state=_SCREAMING_SNAKE_CASE		)
              assert result == 2
              self.assertDictEqual(_SCREAMING_SNAKE_CASE					,   {"x": 2, "i": 2}		)

