






"""simple docstring"""







from datasets.utils.patching import _PatchedModuleObj, patch_submodule

from . import _test_patching






def       _lowerCAmelCase       (      ):







       '''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

       UpperCAmelCase	    =			"""__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       _lowerCAmelCase       (      ):







       '''simple docstring'''
       assert _test_patching.open is open

       UpperCAmelCase	    =			"""__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       _lowerCAmelCase       (      ):







       '''simple docstring'''
       # pandas.read_csv is not present in _test_patching
       UpperCAmelCase	    =			"""__test_patch_submodule_missing_mock__"""
       with patch_submodule(_test_patching	,      """pandas.read_csv"""	,      lowerCAmelCase		):
              pass






def       _lowerCAmelCase       (      ):







       '''simple docstring'''
       # builtin should always be mocked even if they're not in the globals
       # in case they're loaded at one point
       UpperCAmelCase	    =			"""__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       _lowerCAmelCase       (      ):







       '''simple docstring'''
       UpperCAmelCase	    =			"""__test_patch_submodule_start_and_stop_mock__"""
       UpperCAmelCase	    =			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       _lowerCAmelCase       (      ):







       '''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

       UpperCAmelCase	    =			"""__test_patch_submodule_successive_join__"""
       UpperCAmelCase	    =			"""__test_patch_submodule_successive_dirname__"""
       UpperCAmelCase	    =			"""__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       _lowerCAmelCase       (      ):







       '''simple docstring'''
       UpperCAmelCase	    =			"""__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








"""simple docstring"""







from collections import OrderedDict
from typing import Mapping

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


lowerCAmelCase_	:    Tuple            =      logging.get_logger(__name__)

lowerCAmelCase_	:    List[str]            =      {
    '''google/bigbird-roberta-base''': '''https://huggingface.co/google/bigbird-roberta-base/resolve/main/config.json''',
    '''google/bigbird-roberta-large''': '''https://huggingface.co/google/bigbird-roberta-large/resolve/main/config.json''',
    '''google/bigbird-base-trivia-itc''': '''https://huggingface.co/google/bigbird-base-trivia-itc/resolve/main/config.json''',
    # See all BigBird models at https://huggingface.co/models?filter=big_bird
}





class   UpperCamelCase_ (       a_  ):
  _A       :					Any				=	'big_bird'



  def __init__(      self ,		snake_case__=5_03_58 ,		snake_case__=7_68 ,		snake_case__=12 ,		snake_case__=12 ,		snake_case__=30_72 ,		snake_case__="gelu_new" ,		snake_case__=0.1 ,		snake_case__=0.1 ,		snake_case__=40_96 ,		snake_case__=2 ,		snake_case__=0.02 ,		snake_case__=1e-12 ,		snake_case__=True ,		snake_case__=0 ,		snake_case__=1 ,		snake_case__=2 ,		snake_case__=66 ,		snake_case__="block_sparse" ,		snake_case__=True ,		snake_case__=False ,		snake_case__=64 ,		snake_case__=3 ,		snake_case__=None ,		**snake_case__ ,		)			->			List[str]:



         """simple docstring"""





         super().__init__(
             pad_token_id=snake_case__ ,		bos_token_id=snake_case__ ,		eos_token_id=snake_case__ ,		sep_token_id=snake_case__ ,		**snake_case__ ,		)

         UpperCAmelCase	    =			vocab_size
         UpperCAmelCase	    =			max_position_embeddings
         UpperCAmelCase	    =			hidden_size
         UpperCAmelCase	    =			num_hidden_layers
         UpperCAmelCase	    =			num_attention_heads
         UpperCAmelCase	    =			intermediate_size
         UpperCAmelCase	    =			hidden_act
         UpperCAmelCase	    =			hidden_dropout_prob
         UpperCAmelCase	    =			attention_probs_dropout_prob
         UpperCAmelCase	    =			initializer_range
         UpperCAmelCase	    =			type_vocab_size
         UpperCAmelCase	    =			layer_norm_eps
         UpperCAmelCase	    =			use_cache

         UpperCAmelCase	    =			rescale_embeddings
         UpperCAmelCase	    =			attention_type
         UpperCAmelCase	    =			use_bias
         UpperCAmelCase	    =			block_size
         UpperCAmelCase	    =			num_random_blocks
         UpperCAmelCase	    =			classifier_dropout





class   UpperCamelCase_ (       a_  ):



  @property
  def 		UpperCamelCase_				(      self				)			->			Mapping[str, Mapping[int, str]]:



         """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),
             ]				)
