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


_SCREAMING_SNAKE_CASE										=						get_tests_dir('fixtures/dummy-config.json')



class 				a							(			unittest.TestCase       ):







 """simple docstring"""






 def      UpperCAmelCase							(					self							)  ->					List[str]:
        _A        =  0



 def      UpperCAmelCase							(					self							)  ->					Union[str, Any]:
        self.assertIsNotNone(transformers.models.auto.__spec__							)
        self.assertIsNotNone(importlib.util.find_spec("""transformers.models.auto"""							)							)



 def      UpperCAmelCase							(					self							)  ->					Tuple:
        _A        =  AutoConfig.from_pretrained("""bert-base-uncased"""							)
        self.assertIsInstance(lowerCAmelCase_		,				lowerCAmelCase_							)



 def      UpperCAmelCase							(					self							)  ->					Optional[Any]:
        _A        =  AutoConfig.from_pretrained(lowerCAmelCase_							)
        self.assertIsInstance(lowerCAmelCase_		,				lowerCAmelCase_							)



 def      UpperCAmelCase							(					self							)  ->					Union[str, Any]:
        _A        =  AutoConfig.from_pretrained(lowerCAmelCase_							)
        self.assertIsInstance(lowerCAmelCase_		,				lowerCAmelCase_							)



 def      UpperCAmelCase							(					self							)  ->					Optional[int]:
        _A        =  AutoConfig.for_model("""roberta"""							)
        self.assertIsInstance(lowerCAmelCase_		,				lowerCAmelCase_							)



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



 def      UpperCAmelCase							(					self							)  ->					Optional[int]:
        try:
               AutoConfig.register("""custom"""		,				lowerCAmelCase_							)
               # Wrong model type will raise an error
               with self.assertRaises(lowerCAmelCase_							):
                      AutoConfig.register("""model"""		,				lowerCAmelCase_							)
               # Trying to register something existing in the Transformers library will raise an error
               with self.assertRaises(lowerCAmelCase_							):
                      AutoConfig.register("""bert"""		,				lowerCAmelCase_							)

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

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



 def      UpperCAmelCase							(					self							)  ->					List[str]:
        with self.assertRaisesRegex(
            lowerCAmelCase_		,				"""bert-base is not a local folder and is not a valid model identifier"""							):
               _A        =  AutoConfig.from_pretrained("""bert-base"""							)



 def      UpperCAmelCase							(					self							)  ->					str:
        with self.assertRaisesRegex(
            lowerCAmelCase_		,				r"""aaaaaa is not a valid git identifier \(branch name, tag name or commit id\)"""							):
               _A        =  AutoConfig.from_pretrained(lowerCAmelCase_		,				revision="""aaaaaa"""							)



 def      UpperCAmelCase							(					self							)  ->					Union[str, Any]:
        with self.assertRaisesRegex(
            lowerCAmelCase_		,				"""hf-internal-testing/no-config-test-repo does not appear to have a file named config.json."""		,				):
               _A        =  AutoConfig.from_pretrained("""hf-internal-testing/no-config-test-repo"""							)



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

        _A        =  AutoConfig.from_pretrained("""hf-internal-testing/test_dynamic_model"""		,				trust_remote_code=lowerCAmelCase_							)
        self.assertEqual(config.__class__.__name__		,				"""NewModelConfig"""							)

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



 def      UpperCAmelCase							(					self							)  ->					List[str]:



        class 				a							(			__lowerCAmelCase       ):







         """simple docstring"""






         lowerCamelCase	:Any    			=		'''new-model'''

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

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

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





from math import isqrt






def  snake_case  (       snake_case__			:int)						->   bool:
       return all(number % divisor != 0 for divisor in range(2   ,	isqrt(snake_case__) + 1))






def  snake_case  (       snake_case__			:int = 10**6)						->   int:
       _A        =  0
       _A        =  1
       _A        =  7
       while prime_candidate < max_prime:
              primes_count += is_prime(snake_case__)

              cube_index += 1
              prime_candidate += 6 * cube_index

       return primes_count


if __name__ == "__main__":
    print(F'''{solution() = }''')




