






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

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

			_lowercase		:     str        =				Path('''tests/test_configs'''       )






			@classmethod
			def  SCREAMING_SNAKE_CASE__     (							cls)   ->							List[str]:
						if cls.config_path.is_file():
									cls.config_path.rename(cls.changed_path)






			@classmethod
			def  SCREAMING_SNAKE_CASE__     (							cls)   ->							str:
						if cls.changed_path.is_file():
									cls.changed_path.rename(cls.config_path)






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







			def  SCREAMING_SNAKE_CASE__     (							self)   ->							Dict:
						execute_subprocess_async(['accelerate', 'test']		,       env=os.environ.copy())



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






			def  SCREAMING_SNAKE_CASE__     (							self)   ->							int:
						SCREAMING_SNAKE_CASE							=			run_command(
						    self.cmd
						    + ['--command', self.command, '--tpu_zone', self.tpu_zone, '--tpu_name', self.tpu_name, '--debug']		,       return_stdout=a		,       )
						self.assertIn(
						    f'''{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; ls --worker all'''		,       a		,       )






			def  SCREAMING_SNAKE_CASE__     (							self)   ->							str:
						SCREAMING_SNAKE_CASE							=			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=a		,       )
						self.assertIn(
						    f'''{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; ls --worker all'''		,       a		,       )






			def  SCREAMING_SNAKE_CASE__     (							self)   ->							Optional[int]:
						SCREAMING_SNAKE_CASE							=			run_command(
						    self.cmd + ['--config_file', 'tests/test_configs/latest.yaml', '--debug']		,       return_stdout=a)
						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'''		,       a		,       )






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






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






			def  SCREAMING_SNAKE_CASE__     (							self)   ->							Any:
						SCREAMING_SNAKE_CASE							=			run_command(
						    self.cmd
						    + ['--config_file', 'tests/test_configs/latest.yaml', '--command_file', self.command_file, '--debug']		,       return_stdout=a		,       )
						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'''		,       a		,       )






			def  SCREAMING_SNAKE_CASE__     (							self)   ->							List[Any]:
						SCREAMING_SNAKE_CASE							=			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=a		,       )
						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'''		,       a		,       )






			def  SCREAMING_SNAKE_CASE__     (							self)   ->							str:
						SCREAMING_SNAKE_CASE							=			run_command(
						    self.cmd + ['--config_file', 'tests/test_configs/latest.yaml', '--install_accelerate', '--debug']		,       return_stdout=a		,       )
						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'''		,       a		,       )







			def  SCREAMING_SNAKE_CASE__     (							self)   ->							str:
						SCREAMING_SNAKE_CASE							=			run_command(
						    self.cmd
						    + [
						        '--config_file',
						        'tests/test_configs/latest.yaml',
						        '--install_accelerate',
						        '--accelerate_version',
						        '12.0.0',
						        '--debug',
						    ]		,       return_stdout=a		,       )
						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'''		,       a		,       )








"""simple docstring"""






import os
import sys

UpperCamelCase__				:Union[str, Any]			   =	os.path.join(os.path.dirname(__file__), """src""")
sys.path.append(SRC_DIR)


from transformers import (
    AutoConfig,
    AutoModel,
    AutoModelForCausalLM,
    AutoModelForMaskedLM,
    AutoModelForQuestionAnswering,
    AutoModelForSequenceClassification,
    AutoTokenizer,
    add_start_docstrings,
)


UpperCamelCase__				:List[Any]			   =	[
    """torch""",
    """numpy""",
    """tokenizers""",
    """filelock""",
    """requests""",
    """tqdm""",
    """regex""",
    """sentencepiece""",
    """sacremoses""",
    """importlib_metadata""",
    """huggingface_hub""",
]





@add_start_docstrings(AutoConfig.__doc__		)
def 				A_       ( *snake_case__       ,					**snake_case__		)					->  int:
			return AutoConfig.from_pretrained(*snake_case__       ,					**snake_case__		)





@add_start_docstrings(AutoTokenizer.__doc__		)
def 				A_       ( *snake_case__       ,					**snake_case__		)					->  int:
			return AutoTokenizer.from_pretrained(*snake_case__       ,					**snake_case__		)





@add_start_docstrings(AutoModel.__doc__		)
def 				A_       ( *snake_case__       ,					**snake_case__		)					->  Dict:
			return AutoModel.from_pretrained(*snake_case__       ,					**snake_case__		)





@add_start_docstrings(AutoModelForCausalLM.__doc__		)
def 				A_       ( *snake_case__       ,					**snake_case__		)					->  Dict:
			return AutoModelForCausalLM.from_pretrained(*snake_case__       ,					**snake_case__		)





@add_start_docstrings(AutoModelForMaskedLM.__doc__		)
def 				A_       ( *snake_case__       ,					**snake_case__		)					->  Dict:
			return AutoModelForMaskedLM.from_pretrained(*snake_case__       ,					**snake_case__		)





@add_start_docstrings(AutoModelForSequenceClassification.__doc__		)
def 				A_       ( *snake_case__       ,					**snake_case__		)					->  Dict:
			return AutoModelForSequenceClassification.from_pretrained(*snake_case__       ,					**snake_case__		)





@add_start_docstrings(AutoModelForQuestionAnswering.__doc__		)
def 				A_       ( *snake_case__       ,					**snake_case__		)					->  Union[str, Any]:
			return AutoModelForQuestionAnswering.from_pretrained(*snake_case__       ,					**snake_case__		)

