

'''simple docstring'''
import importlib.util
import os
import platform
from argparse import ArgumentParser

import huggingface_hub

from .. import __version__ as version
from ..utils import (
    is_accelerate_available,
    is_flax_available,
    is_safetensors_available,
    is_tf_available,
    is_torch_available,
)
from . import BaseTransformersCLICommand


def 	_lowerCAmelCase (						_UpperCamelCase						:					Dict    )				->      Optional[int]:
					"""simple docstring"""




					return EnvironmentCommand()


def 	_lowerCAmelCase (						_UpperCamelCase						:					int    )				->      str:
					"""simple docstring"""




					return EnvironmentCommand(args.accelerate_config_file    )







class 							A__   (	A__  ):





		@staticmethod
		def 						A  (		_a				:     ArgumentParser			)     ->   List[Any]:





							'''simple docstring'''






							_SCREAMING_SNAKE_CASE							   =parser.add_parser('env'			)
							download_parser.set_defaults(func=_a			)
							download_parser.add_argument(
							    '--accelerate-config_file'							, default=_a							, help='The accelerate config file to use for the default values in the launching script.'							, )
							download_parser.set_defaults(func=_a			)





		def __init__(		self				:     Optional[int]							, _a				:     List[Any]							, *_a				:     Dict			)     ->   None:





							'''simple docstring'''






							_SCREAMING_SNAKE_CASE							   =accelerate_config_file





		def 						A  (		self				:     List[Any]			)     ->   Optional[Any]:





							'''simple docstring'''






							_SCREAMING_SNAKE_CASE							   ='not installed'
							if is_safetensors_available():
												import safetensors

												_SCREAMING_SNAKE_CASE							   =safetensors.__version__
							elif importlib.util.find_spec('safetensors'			) is not None:
												import safetensors

												_SCREAMING_SNAKE_CASE							   =f"{safetensors.__version__} but is ignored because of PyTorch version too old."

							_SCREAMING_SNAKE_CASE							   ='not installed'
							_SCREAMING_SNAKE_CASE							   =_SCREAMING_SNAKE_CASE							   ='not found'
							if is_accelerate_available():
												import accelerate
												from accelerate.commands.config import default_config_file, load_config_from_file

												_SCREAMING_SNAKE_CASE							   =accelerate.__version__
												# Get the default from the config file.
												if self._accelerate_config_file is not None or os.path.isfile(_a			):
																	_SCREAMING_SNAKE_CASE							   =load_config_from_file(self._accelerate_config_file			).to_dict()

												_SCREAMING_SNAKE_CASE							   =(
												    '\n'.join([f"\t- {prop}: {val}" for prop, val in accelerate_config.items()]			)
												    if isinstance(_a							, _a			)
												    else f"\t{accelerate_config}"
												)

							_SCREAMING_SNAKE_CASE							   ='not installed'
							_SCREAMING_SNAKE_CASE							   ='NA'
							if is_torch_available():
												import torch

												_SCREAMING_SNAKE_CASE							   =torch.__version__
												_SCREAMING_SNAKE_CASE							   =torch.cuda.is_available()

							_SCREAMING_SNAKE_CASE							   ='not installed'
							_SCREAMING_SNAKE_CASE							   ='NA'
							if is_tf_available():
												import tensorflow as tf

												_SCREAMING_SNAKE_CASE							   =tf.__version__
												try:
																	# deprecated in v2.1
																	_SCREAMING_SNAKE_CASE							   =tf.test.is_gpu_available()
												except AttributeError:
																	# returns list of devices, convert to bool
																	_SCREAMING_SNAKE_CASE							   =bool(tf.config.list_physical_devices('GPU'			)			)

							_SCREAMING_SNAKE_CASE							   ='not installed'
							_SCREAMING_SNAKE_CASE							   ='not installed'
							_SCREAMING_SNAKE_CASE							   ='not installed'
							_SCREAMING_SNAKE_CASE							   ='NA'
							if is_flax_available():
												import flax
												import jax
												import jaxlib

												_SCREAMING_SNAKE_CASE							   =flax.__version__
												_SCREAMING_SNAKE_CASE							   =jax.__version__
												_SCREAMING_SNAKE_CASE							   =jaxlib.__version__
												_SCREAMING_SNAKE_CASE							   =jax.lib.xla_bridge.get_backend().platform

							_SCREAMING_SNAKE_CASE							   ={
							    '`transformers` version': version,
							    'Platform': platform.platform(),
							    'Python version': platform.python_version(),
							    'Huggingface_hub version': huggingface_hub.__version__,
							    'Safetensors version': f"{safetensors_version}",
							    'Accelerate version': f"{accelerate_version}",
							    'Accelerate config': f"{accelerate_config_str}",
							    'PyTorch version (GPU?)': f"{pt_version} ({pt_cuda_available})",
							    'Tensorflow version (GPU?)': f"{tf_version} ({tf_cuda_available})",
							    'Flax version (CPU?/GPU?/TPU?)': f"{flax_version} ({jax_backend})",
							    'Jax version': f"{jax_version}",
							    'JaxLib version': f"{jaxlib_version}",
							    'Using GPU in script?': '<fill in>',
							    'Using distributed or parallel set-up in script?': '<fill in>',
							}

							print('\nCopy-and-paste the text below in your GitHub issue and FILL OUT the two last points.\n'			)
							print(self.format_dict(_a			)			)

							return info





		@staticmethod
		def 						A  (		_a				:     Union[str, Any]			)     ->   Dict:





							'''simple docstring'''






							return "\n".join([f"- {prop}: {val}" for prop, val in d.items()]			) + "\n"



'''simple docstring'''
from datasets.utils.patching import _PatchedModuleObj, patch_submodule

from . import _test_patching


def 	_lowerCAmelCase (						)				->      int:
     """simple docstring"""




     import os as original_os
     from os import path as original_path
     from os import rename as original_rename
     from os.path import dirname as original_dirname
     from os.path import join as original_join

     assert _test_patching.os is original_os
     assert _test_patching.path is original_path
     assert _test_patching.join is original_join

     assert _test_patching.renamed_os is original_os
     assert _test_patching.renamed_path is original_path
     assert _test_patching.renamed_join is original_join

     _SCREAMING_SNAKE_CASE							   ='__test_patch_submodule_mock__'
     with patch_submodule(_test_patching							,			'os.path.join'							,			_UpperCamelCase    ):
          # Every way to access os.path.join must be patched, and the rest must stay untouched

          # check os.path.join
          assert isinstance(_test_patching.os							,			_PatchedModuleObj    )
          assert isinstance(_test_patching.os.path							,			_PatchedModuleObj    )
          assert _test_patching.os.path.join is mock

          # check path.join
          assert isinstance(_test_patching.path							,			_PatchedModuleObj    )
          assert _test_patching.path.join is mock

          # check join
          assert _test_patching.join is mock

          # check that the other attributes are untouched
          assert _test_patching.os.rename is original_rename
          assert _test_patching.path.dirname is original_dirname
          assert _test_patching.os.path.dirname is original_dirname

          # Even renamed modules or objects must be patched

          # check renamed_os.path.join
          assert isinstance(_test_patching.renamed_os							,			_PatchedModuleObj    )
          assert isinstance(_test_patching.renamed_os.path							,			_PatchedModuleObj    )
          assert _test_patching.renamed_os.path.join is mock

          # check renamed_path.join
          assert isinstance(_test_patching.renamed_path							,			_PatchedModuleObj    )
          assert _test_patching.renamed_path.join is mock

          # check renamed_join
          assert _test_patching.renamed_join is mock

          # check that the other attributes are untouched
          assert _test_patching.renamed_os.rename is original_rename
          assert _test_patching.renamed_path.dirname is original_dirname
          assert _test_patching.renamed_os.path.dirname is original_dirname

     # check that everthing is back to normal when the patch is over

     assert _test_patching.os is original_os
     assert _test_patching.path is original_path
     assert _test_patching.join is original_join

     assert _test_patching.renamed_os is original_os
     assert _test_patching.renamed_path is original_path
     assert _test_patching.renamed_join is original_join


def 	_lowerCAmelCase (						)				->      Optional[Any]:
     """simple docstring"""




     assert _test_patching.open is open

     _SCREAMING_SNAKE_CASE							   ='__test_patch_submodule_builtin_mock__'
     # _test_patching has "open" in its globals
     assert _test_patching.open is open
     with patch_submodule(_test_patching							,			'open'							,			_UpperCamelCase    ):
          assert _test_patching.open is mock

     # check that everthing is back to normal when the patch is over

     assert _test_patching.open is open


def 	_lowerCAmelCase (						)				->      str:
     """simple docstring"""




     _SCREAMING_SNAKE_CASE							   ='__test_patch_submodule_missing_mock__'
     with patch_submodule(_test_patching							,			'pandas.read_csv'							,			_UpperCamelCase    ):
          pass


def 	_lowerCAmelCase (						)				->      Optional[Any]:
     """simple docstring"""




     _SCREAMING_SNAKE_CASE							   ='__test_patch_submodule_missing_builtin_mock__'
     # _test_patching doesn't have "len" in its globals
     assert getattr(_test_patching							,			'len'							,			_UpperCamelCase    ) is None
     with patch_submodule(_test_patching							,			'len'							,			_UpperCamelCase    ):
          assert _test_patching.len is mock
     assert _test_patching.len is len


def 	_lowerCAmelCase (						)				->      str:
     """simple docstring"""




     _SCREAMING_SNAKE_CASE							   ='__test_patch_submodule_start_and_stop_mock__'
     _SCREAMING_SNAKE_CASE							   =patch_submodule(_test_patching							,			'open'							,			_UpperCamelCase    )
     assert _test_patching.open is open
     patch.start()
     assert _test_patching.open is mock
     patch.stop()
     assert _test_patching.open is open


def 	_lowerCAmelCase (						)				->      Optional[Any]:
     """simple docstring"""




     from os import rename as original_rename
     from os.path import dirname as original_dirname
     from os.path import join as original_join

     _SCREAMING_SNAKE_CASE							   ='__test_patch_submodule_successive_join__'
     _SCREAMING_SNAKE_CASE							   ='__test_patch_submodule_successive_dirname__'
     _SCREAMING_SNAKE_CASE							   ='__test_patch_submodule_successive_rename__'
     assert _test_patching.os.path.join is original_join
     assert _test_patching.os.path.dirname is original_dirname
     assert _test_patching.os.rename is original_rename

     with patch_submodule(_test_patching							,			'os.path.join'							,			_UpperCamelCase    ):
          with patch_submodule(_test_patching							,			'os.rename'							,			_UpperCamelCase    ):
               with patch_submodule(_test_patching							,			'os.path.dirname'							,			_UpperCamelCase    ):
                    assert _test_patching.os.path.join is mock_join
                    assert _test_patching.os.path.dirname is mock_dirname
                    assert _test_patching.os.rename is mock_rename

    # try another order
     with patch_submodule(_test_patching							,			'os.rename'							,			_UpperCamelCase    ):
          with patch_submodule(_test_patching							,			'os.path.join'							,			_UpperCamelCase    ):
               with patch_submodule(_test_patching							,			'os.path.dirname'							,			_UpperCamelCase    ):
                    assert _test_patching.os.path.join is mock_join
                    assert _test_patching.os.path.dirname is mock_dirname
                    assert _test_patching.os.rename is mock_rename

     assert _test_patching.os.path.join is original_join
     assert _test_patching.os.path.dirname is original_dirname
     assert _test_patching.os.rename is original_rename







def 	_lowerCAmelCase (						)				->      Optional[Any]:
     """simple docstring"""




     _SCREAMING_SNAKE_CASE							   ='__test_patch_submodule_doesnt_exist_mock__'
     with patch_submodule(_test_patching							,			'__module_that_doesn_exist__.__attribute_that_doesn_exist__'							,			_UpperCamelCase    ):
          pass
     with patch_submodule(_test_patching							,			'os.__attribute_that_doesn_exist__'							,			_UpperCamelCase    ):
          pass
