






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


__UpperCamelCase					:		List[str]	  =						get_tests_dir("""fixtures/dummy-config.json""")


class   __SCREAMING_SNAKE_CASE(	unittest.TestCase	):
							def lowerCAmelCase_ (     self:      Dict						)		->		Union[str, Any]:
											snake_case__									=     0
							def lowerCAmelCase_ (     self:      Optional[int]						)		->		List[Any]:
											self.assertIsNotNone(transformers.models.auto.__spec__						)
											self.assertIsNotNone(importlib.util.find_spec('transformers.models.auto'						)						)
							def lowerCAmelCase_ (     self:      Optional[int]						)		->		Optional[Any]:
											snake_case__									=     AutoConfig.from_pretrained('bert-base-uncased'						)
											self.assertIsInstance(UpperCamelCase       ,	UpperCamelCase						)
							def lowerCAmelCase_ (     self:      Dict						)		->		Optional[int]:
											snake_case__									=     AutoConfig.from_pretrained(UpperCamelCase						)
											self.assertIsInstance(UpperCamelCase       ,	UpperCamelCase						)
							def lowerCAmelCase_ (     self:      List[str]						)		->		Tuple:
											snake_case__									=     AutoConfig.from_pretrained(UpperCamelCase						)
											self.assertIsInstance(UpperCamelCase       ,	UpperCamelCase						)
							def lowerCAmelCase_ (     self:      int						)		->		Tuple:
											snake_case__									=     AutoConfig.for_model('roberta'						)
											self.assertIsInstance(UpperCamelCase       ,	UpperCamelCase						)
							def lowerCAmelCase_ (     self:      Dict						)		->		Any:
											with tempfile.TemporaryDirectory() as tmp_dir:
															# This model name contains bert and roberta, but roberta ends up being picked.
															snake_case__									=     os.path.join(UpperCamelCase       ,	'fake-roberta'						)
															os.makedirs(UpperCamelCase       ,	exist_ok=UpperCamelCase						)
															with open(os.path.join(UpperCamelCase       ,	'config.json'						)       ,	'w'						) as f:
																			f.write(json.dumps({}						)						)
															snake_case__									=     AutoConfig.from_pretrained(UpperCamelCase						)
															self.assertEqual(type(UpperCamelCase						)       ,	UpperCamelCase						)
							def lowerCAmelCase_ (     self:      Optional[int]						)		->		List[Any]:
											try:
															AutoConfig.register('custom'       ,	UpperCamelCase						)
															# Wrong model type will raise an error
															with self.assertRaises(UpperCamelCase						):
																			AutoConfig.register('model'       ,	UpperCamelCase						)
															# Trying to register something existing in the Transformers library will raise an error
															with self.assertRaises(UpperCamelCase						):
																			AutoConfig.register('bert'       ,	UpperCamelCase						)

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

											finally:
															if "custom" in CONFIG_MAPPING._extra_content:
																			del CONFIG_MAPPING._extra_content["custom"]
							def lowerCAmelCase_ (     self:      int						)		->		Optional[Any]:
											with self.assertRaisesRegex(
											    UpperCamelCase       ,	'bert-base is not a local folder and is not a valid model identifier'						):
															snake_case__									=     AutoConfig.from_pretrained('bert-base'						)
							def lowerCAmelCase_ (     self:      str						)		->		str:
											with self.assertRaisesRegex(
											    UpperCamelCase       ,	R'aaaaaa is not a valid git identifier \(branch name, tag name or commit id\)'						):
															snake_case__									=     AutoConfig.from_pretrained(UpperCamelCase       ,	revision='aaaaaa'						)
							def lowerCAmelCase_ (     self:      Union[str, Any]						)		->		Union[str, Any]:
											with self.assertRaisesRegex(
											    UpperCamelCase       ,	'hf-internal-testing/no-config-test-repo does not appear to have a file named config.json.'       ,	):
															snake_case__									=     AutoConfig.from_pretrained('hf-internal-testing/no-config-test-repo'						)
							def lowerCAmelCase_ (     self:      List[str]						)		->		Optional[int]:
											# If remote code is not set, we will time out when asking whether to load the model.
											with self.assertRaises(UpperCamelCase						):
															snake_case__									=     AutoConfig.from_pretrained('hf-internal-testing/test_dynamic_model'						)
											# If remote code is disabled, we can't load this config.
											with self.assertRaises(UpperCamelCase						):
															snake_case__									=     AutoConfig.from_pretrained('hf-internal-testing/test_dynamic_model'       ,	trust_remote_code=UpperCamelCase						)

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

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


							def lowerCAmelCase_ (     self:      Union[str, Any]						)		->		str:


											class   __SCREAMING_SNAKE_CASE(	a_	):
																		_UpperCAmelCase     =       "new-model"

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

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

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












def      a_ (      _A      ,   _A  )			->			str:







				"""simple docstring"""
				if number < 0 or shift_amount < 0:
								raise ValueError('both inputs must be positive integers'  )

				snake_case__									=     str(bin(_A  )  )
				binary_number += "0" * shift_amount
				return binary_number
def      a_ (      _A      ,   _A  )			->			str:







				"""simple docstring"""
				if number < 0 or shift_amount < 0:
								raise ValueError('both inputs must be positive integers'  )

				snake_case__									=     str(bin(_A  )  )[2:]
				if shift_amount >= len(_A  ):
								return "0b0"
				snake_case__									=     binary_number[: len(_A  ) - shift_amount]
				return "0b" + shifted_binary_number
def      a_ (      _A      ,   _A  )			->			str:







				"""simple docstring"""
				if number >= 0:  # Get binary representation of positive number
								snake_case__									=     '0' + str(bin(_A  )  ).strip('-'  )[2:]
				else:  # Get binary (2's complement) representation of negative number
								snake_case__									=     len(bin(_A  )[3:]  )  # Find 2's complement of number
								snake_case__									=     bin(abs(_A  ) - (1 << binary_number_length)  )[3:]
								snake_case__									=     (
								    '1' + '0' * (binary_number_length - len(_A  )) + binary_number
								)

				if shift_amount >= len(_A  ):
								return "0b" + binary_number[0] * len(_A  )
				return (
				    "0b"
				    + binary_number[0] * shift_amount
				    + binary_number[: len(_A  ) - shift_amount]
				)


if __name__ == "__main__":
							import doctest

							doctest.testmod()




