from datasets.utils.patching import _PatchedModuleObj, patch_submodule

from . import _test_patching




def      _UpperCamelCase      (	)  ->      Tuple:
							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

							__UpperCAmelCase  :	str   			=      "__test_patch_submodule_mock__"
							with patch_submodule(_test_patching,			"os.path.join",			__lowerCAmelCase							):
														# 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      _UpperCamelCase      (	)  ->      List[Any]:
							assert _test_patching.open is open

							__UpperCAmelCase  :	str   			=      "__test_patch_submodule_builtin_mock__"
							# _test_patching has "open" in its globals
							assert _test_patching.open is open
							with patch_submodule(_test_patching,			"open",			__lowerCAmelCase							):
														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      _UpperCamelCase      (	)  ->      int:
							__UpperCAmelCase  :	str   			=      "__test_patch_submodule_missing_mock__"
							with patch_submodule(_test_patching,			"pandas.read_csv",			__lowerCAmelCase							):
														pass




def      _UpperCamelCase      (	)  ->      Optional[Any]:
							__UpperCAmelCase  :	Union[str, Any]   			=      "__test_patch_submodule_missing_builtin_mock__"
							# _test_patching doesn't have "len" in its globals
							assert getattr(_test_patching,			"len",			__lowerCAmelCase							) is None
							with patch_submodule(_test_patching,			"len",			__lowerCAmelCase							):
														assert _test_patching.len is mock
							assert _test_patching.len is len




def      _UpperCamelCase      (	)  ->      Optional[Any]:
							__UpperCAmelCase  :	int   			=      "__test_patch_submodule_start_and_stop_mock__"
							__UpperCAmelCase  :	List[str]   			=      patch_submodule(_test_patching,			"open",			__lowerCAmelCase							)
							assert _test_patching.open is open
							patch.start()
							assert _test_patching.open is mock
							patch.stop()
							assert _test_patching.open is open




def      _UpperCamelCase      (	)  ->      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

							__UpperCAmelCase  :	List[Any]   			=      "__test_patch_submodule_successive_join__"
							__UpperCAmelCase  :	List[str]   			=      "__test_patch_submodule_successive_dirname__"
							__UpperCAmelCase  :	int   			=      "__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",			__lowerCAmelCase							):
														with patch_submodule(_test_patching,			"os.rename",			__lowerCAmelCase							):
																					with patch_submodule(_test_patching,			"os.path.dirname",			__lowerCAmelCase							):
																												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",			__lowerCAmelCase							):
														with patch_submodule(_test_patching,			"os.path.join",			__lowerCAmelCase							):
																					with patch_submodule(_test_patching,			"os.path.dirname",			__lowerCAmelCase							):
																												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      _UpperCamelCase      (	)  ->      Any:
							__UpperCAmelCase  :	int   			=      "__test_patch_submodule_doesnt_exist_mock__"
							with patch_submodule(_test_patching,			"__module_that_doesn_exist__.__attribute_that_doesn_exist__",			__lowerCAmelCase							):
														pass
							with patch_submodule(_test_patching,			"os.__attribute_that_doesn_exist__",			__lowerCAmelCase							):
														pass












from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


_a      	=  logging.get_logger(__name__)

_a      	=  {
    '''distilbert-base-uncased''': '''https://huggingface.co/distilbert-base-uncased/resolve/main/config.json''',
    '''distilbert-base-uncased-distilled-squad''': (
        '''https://huggingface.co/distilbert-base-uncased-distilled-squad/resolve/main/config.json'''
    ),
    '''distilbert-base-cased''': '''https://huggingface.co/distilbert-base-cased/resolve/main/config.json''',
    '''distilbert-base-cased-distilled-squad''': (
        '''https://huggingface.co/distilbert-base-cased-distilled-squad/resolve/main/config.json'''
    ),
    '''distilbert-base-german-cased''': '''https://huggingface.co/distilbert-base-german-cased/resolve/main/config.json''',
    '''distilbert-base-multilingual-cased''': (
        '''https://huggingface.co/distilbert-base-multilingual-cased/resolve/main/config.json'''
    ),
    '''distilbert-base-uncased-finetuned-sst-2-english''': (
        '''https://huggingface.co/distilbert-base-uncased-finetuned-sst-2-english/resolve/main/config.json'''
    ),
}





class __lowerCamelCase (      snake_case__):





	"""simple docstring"""






	UpperCamelCase__								=      "distilbert"
	UpperCamelCase__								=      {
	    "hidden_size": "dim",
	    "num_attention_heads": "n_heads",
	    "num_hidden_layers": "n_layers",
	}

	def __init__(							self       ,    UpperCAmelCase=3_0522       ,    UpperCAmelCase=512       ,    UpperCAmelCase=False       ,    UpperCAmelCase=6       ,    UpperCAmelCase=12       ,    UpperCAmelCase=768       ,    UpperCAmelCase=4 * 768       ,    UpperCAmelCase=0.1       ,    UpperCAmelCase=0.1       ,    UpperCAmelCase="gelu"       ,    UpperCAmelCase=0.02       ,    UpperCAmelCase=0.1       ,    UpperCAmelCase=0.2       ,    UpperCAmelCase=0       ,    **UpperCAmelCase       ,    ):
							"""simple docstring"""







							_UpperCAmelCase									=			vocab_size
							_UpperCAmelCase									=			max_position_embeddings
							_UpperCAmelCase									=			sinusoidal_pos_embds
							_UpperCAmelCase									=			n_layers
							_UpperCAmelCase									=			n_heads
							_UpperCAmelCase									=			dim
							_UpperCAmelCase									=			hidden_dim
							_UpperCAmelCase									=			dropout
							_UpperCAmelCase									=			attention_dropout
							_UpperCAmelCase									=			activation
							_UpperCAmelCase									=			initializer_range
							_UpperCAmelCase									=			qa_dropout
							_UpperCAmelCase									=			seq_classif_dropout
							super().__init__(**UpperCAmelCase       ,    pad_token_id=UpperCAmelCase    )





class __lowerCamelCase (      snake_case__):





	"""simple docstring"""






	@property
	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							if self.task == "multiple-choice":
													_UpperCAmelCase									=			{0: 'batch', 1: 'choice', 2: 'sequence'}
							else:
													_UpperCAmelCase									=			{0: 'batch', 1: 'sequence'}
							return OrderedDict(
							    [
							        ('input_ids', dynamic_axis),
							        ('attention_mask', dynamic_axis),
							    ]    )
