


'''simple docstring'''






from datasets.utils.patching import _PatchedModuleObj, patch_submodule

from . import _test_patching


def       _snake_case     (  )		->					Optional[int]:
							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

							lowerCAmelCase__      =			'''__test_patch_submodule_mock__'''
							with patch_submodule(_test_patching				,					'''os.path.join'''				,					A ):
														# 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       _snake_case     (  )		->					Optional[Any]:
							assert _test_patching.open is open

							lowerCAmelCase__      =			'''__test_patch_submodule_builtin_mock__'''
							# _test_patching has "open" in its globals
							assert _test_patching.open is open
							with patch_submodule(_test_patching				,					'''open'''				,					A ):
														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       _snake_case     (  )		->					Dict:
							# pandas.read_csv is not present in _test_patching
							lowerCAmelCase__      =			'''__test_patch_submodule_missing_mock__'''
							with patch_submodule(_test_patching				,					'''pandas.read_csv'''				,					A ):
														pass


def       _snake_case     (  )		->					List[Any]:
							# builtin should always be mocked even if they're not in the globals
							# in case they're loaded at one point
							lowerCAmelCase__      =			'''__test_patch_submodule_missing_builtin_mock__'''
							# _test_patching doesn't have "len" in its globals
							assert getattr(_test_patching				,					'''len'''				,					A ) is None
							with patch_submodule(_test_patching				,					'''len'''				,					A ):
														assert _test_patching.len is mock
							assert _test_patching.len is len


def       _snake_case     (  )		->					Optional[int]:
							lowerCAmelCase__      =			'''__test_patch_submodule_start_and_stop_mock__'''
							lowerCAmelCase__      =			patch_submodule(_test_patching				,					'''open'''				,					A )
							assert _test_patching.open is open
							patch.start()
							assert _test_patching.open is mock
							patch.stop()
							assert _test_patching.open is open


def       _snake_case     (  )		->					Optional[int]:
							from os import rename as original_rename
							from os.path import dirname as original_dirname
							from os.path import join as original_join

							lowerCAmelCase__      =			'''__test_patch_submodule_successive_join__'''
							lowerCAmelCase__      =			'''__test_patch_submodule_successive_dirname__'''
							lowerCAmelCase__      =			'''__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'''				,					A ):
														with patch_submodule(_test_patching				,					'''os.rename'''				,					A ):
																					with patch_submodule(_test_patching				,					'''os.path.dirname'''				,					A ):
																												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'''				,					A ):
														with patch_submodule(_test_patching				,					'''os.path.join'''				,					A ):
																					with patch_submodule(_test_patching				,					'''os.path.dirname'''				,					A ):
																												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       _snake_case     (  )		->					List[Any]:
							lowerCAmelCase__      =			'''__test_patch_submodule_doesnt_exist_mock__'''
							with patch_submodule(_test_patching				,					'''__module_that_doesn_exist__.__attribute_that_doesn_exist__'''				,					A ):
														pass
							with patch_submodule(_test_patching				,					'''os.__attribute_that_doesn_exist__'''				,					A ):
														pass



'''simple docstring'''






from ...configuration_utils import PretrainedConfig
from ...utils import logging


__UpperCAmelCase					       =							logging.get_logger(__name__)

__UpperCAmelCase					       =							{'''ctrl''': '''https://huggingface.co/ctrl/resolve/main/config.json'''}




class 	a__       (							a__						):





							'''simple docstring'''






							lowercase__    :     Dict					=   "ctrl"
							lowercase__    :     str					=   ["past_key_values"]
							lowercase__    :     Optional[int]					=   {
							    "max_position_embeddings": "n_positions",
							    "hidden_size": "n_embd",
							    "num_attention_heads": "n_head",
							    "num_hidden_layers": "n_layer",
							}







							def __init__(	self      ,					lowerCamelCase_=24_65_34      ,					lowerCamelCase_=2_56      ,					lowerCamelCase_=12_80      ,					lowerCamelCase_=81_92      ,					lowerCamelCase_=48      ,					lowerCamelCase_=16      ,					lowerCamelCase_=0.1      ,					lowerCamelCase_=0.1      ,					lowerCamelCase_=1e-6      ,					lowerCamelCase_=0.02      ,					lowerCamelCase_=True      ,					**lowerCamelCase_      ,					) ->							Union[str, Any]:
														lowerCAmelCase__      =			vocab_size
														lowerCAmelCase__      =			n_positions
														lowerCAmelCase__      =			n_embd
														lowerCAmelCase__      =			n_layer
														lowerCAmelCase__      =			n_head
														lowerCAmelCase__      =			dff
														lowerCAmelCase__      =			resid_pdrop
														lowerCAmelCase__      =			embd_pdrop
														lowerCAmelCase__      =			layer_norm_epsilon
														lowerCAmelCase__      =			initializer_range

														lowerCAmelCase__      =			use_cache

														super().__init__(**lowerCamelCase_     )