



"""simple docstring"""


from ..utils import DummyObject, requires_backends







class 				A_      (					metaclass=SCREAMING_SNAKE_CASE_    ):



      """simple docstring"""
      __UpperCamelCase		    =							["""speech"""]






      def __init__( self			:str       ,  *lowercase_			:Union[str, Any]       ,  **lowercase_			:Union[str, Any] )    ->      int:
            requires_backends(self       ,  ['speech'] )







class 				A_      (					metaclass=SCREAMING_SNAKE_CASE_    ):



      """simple docstring"""
      __UpperCamelCase		    =							["""speech"""]






      def __init__( self			:Tuple       ,  *lowercase_			:Optional[int]       ,  **lowercase_			:Union[str, Any] )    ->      Optional[int]:
            requires_backends(self       ,  ['speech'] )










"""simple docstring"""


import importlib
import json
import os
import sys
import tempfile
import unittest
from pathlib import Path

import transformers
import transformers.models.auto
from transformers.models.auto.configuration_auto import CONFIG_MAPPING, AutoConfig
from transformers.models.bert.configuration_bert import BertConfig
from transformers.models.roberta.configuration_roberta import RobertaConfig
from transformers.testing_utils import DUMMY_UNKNOWN_IDENTIFIER, get_tests_dir


sys.path.append(str(Path(__file__).parent.parent.parent.parent / """utils"""))

from test_module.custom_configuration import CustomConfig  # noqa E402


snake_case_    					=	get_tests_dir("""fixtures/dummy-config.json""")







class 				A_      (					unittest.TestCase    ):



						"""simple docstring"""






						def      UpperCAmelCase__					( self			:int )    ->      Optional[Any]:
												UpperCAmelCase					=			0






						def      UpperCAmelCase__					( self			:List[str] )    ->      str:
												self.assertIsNotNone(transformers.models.auto.__spec__ )
												self.assertIsNotNone(importlib.util.find_spec('transformers.models.auto' ) )






						def      UpperCAmelCase__					( self			:List[Any] )    ->      List[str]:
												UpperCAmelCase					=			AutoConfig.from_pretrained('bert-base-uncased' )
												self.assertIsInstance(lowercase_       ,  lowercase_ )






						def      UpperCAmelCase__					( self			:Optional[int] )    ->      int:
												UpperCAmelCase					=			AutoConfig.from_pretrained(lowercase_ )
												self.assertIsInstance(lowercase_       ,  lowercase_ )






						def      UpperCAmelCase__					( self			:int )    ->      Any:
												UpperCAmelCase					=			AutoConfig.from_pretrained(lowercase_ )
												self.assertIsInstance(lowercase_       ,  lowercase_ )






						def      UpperCAmelCase__					( self			:Optional[Any] )    ->      List[str]:
												UpperCAmelCase					=			AutoConfig.for_model('roberta' )
												self.assertIsInstance(lowercase_       ,  lowercase_ )






						def      UpperCAmelCase__					( self			:str )    ->      List[str]:
												with tempfile.TemporaryDirectory() as tmp_dir:
																		# This model name contains bert and roberta, but roberta ends up being picked.
																		UpperCAmelCase					=			os.path.join(lowercase_       ,  'fake-roberta' )
																		os.makedirs(lowercase_       ,  exist_ok=lowercase_ )
																		with open(os.path.join(lowercase_       ,  'config.json' )       ,  'w' ) as f:
																								f.write(json.dumps({} ) )
																		UpperCAmelCase					=			AutoConfig.from_pretrained(lowercase_ )
																		self.assertEqual(type(lowercase_ )       ,  lowercase_ )






						def      UpperCAmelCase__					( self			:int )    ->      Union[str, Any]:
												try:
																		AutoConfig.register('custom'       ,  lowercase_ )
																		# Wrong model type will raise an error
																		with self.assertRaises(lowercase_ ):
																								AutoConfig.register('model'       ,  lowercase_ )
																		# Trying to register something existing in the Transformers library will raise an error
																		with self.assertRaises(lowercase_ ):
																								AutoConfig.register('bert'       ,  lowercase_ )

																		# Now that the config is registered, it can be used as any other config with the auto-API
																		UpperCAmelCase					=			CustomConfig()
																		with tempfile.TemporaryDirectory() as tmp_dir:
																								config.save_pretrained(lowercase_ )
																								UpperCAmelCase					=			AutoConfig.from_pretrained(lowercase_ )
																								self.assertIsInstance(lowercase_       ,  lowercase_ )

												finally:
																		if "custom" in CONFIG_MAPPING._extra_content:
																								del CONFIG_MAPPING._extra_content["custom"]






						def      UpperCAmelCase__					( self			:str )    ->      Dict:
												with self.assertRaisesRegex(
												    lowercase_       ,  'bert-base is not a local folder and is not a valid model identifier' ):
																		UpperCAmelCase					=			AutoConfig.from_pretrained('bert-base' )






						def      UpperCAmelCase__					( self			:List[Any] )    ->      Optional[int]:
												with self.assertRaisesRegex(
												    lowercase_       ,  R'aaaaaa is not a valid git identifier \(branch name, tag name or commit id\)' ):
																		UpperCAmelCase					=			AutoConfig.from_pretrained(lowercase_       ,  revision='aaaaaa' )






						def      UpperCAmelCase__					( self			:List[str] )    ->      str:
												with self.assertRaisesRegex(
												    lowercase_       ,  'hf-internal-testing/no-config-test-repo does not appear to have a file named config.json.'       ,  ):
																		UpperCAmelCase					=			AutoConfig.from_pretrained('hf-internal-testing/no-config-test-repo' )






						def      UpperCAmelCase__					( self			:str )    ->      int:
												# If remote code is not set, we will time out when asking whether to load the model.
												with self.assertRaises(lowercase_ ):
																		UpperCAmelCase					=			AutoConfig.from_pretrained('hf-internal-testing/test_dynamic_model' )
												# If remote code is disabled, we can't load this config.
												with self.assertRaises(lowercase_ ):
																		UpperCAmelCase					=			AutoConfig.from_pretrained('hf-internal-testing/test_dynamic_model'       ,  trust_remote_code=lowercase_ )

												UpperCAmelCase					=			AutoConfig.from_pretrained('hf-internal-testing/test_dynamic_model'       ,  trust_remote_code=lowercase_ )
												self.assertEqual(config.__class__.__name__       ,  'NewModelConfig' )

												# Test config can be reloaded.
												with tempfile.TemporaryDirectory() as tmp_dir:
																		config.save_pretrained(lowercase_ )
																		UpperCAmelCase					=			AutoConfig.from_pretrained(lowercase_       ,  trust_remote_code=lowercase_ )
												self.assertEqual(reloaded_config.__class__.__name__       ,  'NewModelConfig' )






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







												class 				A_      (					SCREAMING_SNAKE_CASE_    ):



																		"""simple docstring"""
																		__UpperCamelCase		    =							"""new-model"""

												try:
																		AutoConfig.register('new-model'       ,  lowercase_ )
																		# If remote code is not set, the default is to use local
																		UpperCAmelCase					=			AutoConfig.from_pretrained('hf-internal-testing/test_dynamic_model' )
																		self.assertEqual(config.__class__.__name__       ,  'NewModelConfigLocal' )

																		# If remote code is disabled, we load the local one.
																		UpperCAmelCase					=			AutoConfig.from_pretrained('hf-internal-testing/test_dynamic_model'       ,  trust_remote_code=lowercase_ )
																		self.assertEqual(config.__class__.__name__       ,  'NewModelConfigLocal' )

																		# If remote is enabled, we load from the Hub
																		UpperCAmelCase					=			AutoConfig.from_pretrained('hf-internal-testing/test_dynamic_model'       ,  trust_remote_code=lowercase_ )
																		self.assertEqual(config.__class__.__name__       ,  'NewModelConfig' )

												finally:
																		if "new-model" in CONFIG_MAPPING._extra_content:
																								del CONFIG_MAPPING._extra_content["new-model"]





