


'''simple docstring'''



import unittest

from transformers import AutoConfig, AutoTokenizer, BertConfig, TensorType, is_flax_available
from transformers.testing_utils import DUMMY_UNKNOWN_IDENTIFIER, require_flax, slow


if is_flax_available():
 import jax

 from transformers.models.auto.modeling_flax_auto import FlaxAutoModel
 from transformers.models.bert.modeling_flax_bert import FlaxBertModel
 from transformers.models.roberta.modeling_flax_roberta import FlaxRobertaModel
@require_flax
class 							__SCREAMING_SNAKE_CASE       (							unittest.TestCase     ):




      @slow
      def  __UpperCamelCase							(  self      )							->Any:



         '''simple docstring'''
         for model_name in ["bert-base-cased", "bert-large-uncased"]:
            with self.subTest(UpperCamelCase__      ):
               __a				     =    AutoConfig.from_pretrained(UpperCamelCase__      )
               self.assertIsNotNone(UpperCamelCase__      )
               self.assertIsInstance(UpperCamelCase__ ,   UpperCamelCase__      )

               __a				     =    FlaxAutoModel.from_pretrained(UpperCamelCase__      )
               self.assertIsNotNone(UpperCamelCase__      )
               self.assertIsInstance(UpperCamelCase__ ,   UpperCamelCase__      )




      @slow
      def  __UpperCamelCase							(  self      )							->Dict:



         '''simple docstring'''
         for model_name in ["roberta-base", "roberta-large"]:
            with self.subTest(UpperCamelCase__      ):
               __a				     =    AutoConfig.from_pretrained(UpperCamelCase__      )
               self.assertIsNotNone(UpperCamelCase__      )
               self.assertIsInstance(UpperCamelCase__ ,   UpperCamelCase__      )

               __a				     =    FlaxAutoModel.from_pretrained(UpperCamelCase__      )
               self.assertIsNotNone(UpperCamelCase__      )
               self.assertIsInstance(UpperCamelCase__ ,   UpperCamelCase__      )




      @slow
      def  __UpperCamelCase							(  self      )							->Dict:



         '''simple docstring'''
         for model_name in ["bert-base-cased", "bert-large-uncased"]:
            __a				     =    AutoTokenizer.from_pretrained(UpperCamelCase__      )
            __a				     =    FlaxBertModel.from_pretrained(UpperCamelCase__      )
            __a				     =    tokenizer('Do you support jax jitted function?' ,   return_tensors=TensorType.JAX      )

            @jax.jit
            def eval(**lowerCamelCase      ):
               return model(**UpperCamelCase__      )

            eval(**UpperCamelCase__      ).block_until_ready()




      @slow
      def  __UpperCamelCase							(  self      )							->List[str]:



         '''simple docstring'''
         for model_name in ["roberta-base", "roberta-large"]:
            __a				     =    AutoTokenizer.from_pretrained(UpperCamelCase__      )
            __a				     =    FlaxRobertaModel.from_pretrained(UpperCamelCase__      )
            __a				     =    tokenizer('Do you support jax jitted function?' ,   return_tensors=TensorType.JAX      )

            @jax.jit
            def eval(**lowerCamelCase      ):
               return model(**UpperCamelCase__      )

            eval(**UpperCamelCase__      ).block_until_ready()




      def  __UpperCamelCase							(  self      )							->Optional[Any]:



         '''simple docstring'''
         with self.assertRaisesRegex(
             UpperCamelCase__ ,   'bert-base is not a local folder and is not a valid model identifier'      ):
            __a				     =    FlaxAutoModel.from_pretrained('bert-base'      )




      def  __UpperCamelCase							(  self      )							->Optional[int]:



         '''simple docstring'''
         with self.assertRaisesRegex(
             UpperCamelCase__ ,   r'aaaaaa is not a valid git identifier \(branch name, tag name or commit id\)'      ):
            __a				     =    FlaxAutoModel.from_pretrained(UpperCamelCase__ ,   revision='aaaaaa'      )




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



         '''simple docstring'''
         with self.assertRaisesRegex(
             UpperCamelCase__ ,   'hf-internal-testing/config-no-model does not appear to have a file named flax_model.msgpack' ,   ):
            __a				     =    FlaxAutoModel.from_pretrained('hf-internal-testing/config-no-model'      )






      def  __UpperCamelCase							(  self      )							->List[Any]:



         '''simple docstring'''
         with self.assertRaisesRegex(UpperCamelCase__ ,   'Use `from_pt=True` to load this model'      ):
            __a				     =    FlaxAutoModel.from_pretrained('hf-internal-testing/tiny-bert-pt-only'      )







'''simple docstring'''



def    __UpperCAmelCase	(				SCREAMING_SNAKE_CASE__:	int,					SCREAMING_SNAKE_CASE__:	bool = False    )  ->			bool:

   """simple docstring"""
   if n == 2:
      return True
   if not n % 2 or n < 2:
      return False
   if n > 5 and n % 10 not in (1, 3, 7, 9):  # can quickly check last digit
      return False
   if n > 3317044064679887385961981 and not allow_probable:
      raise ValueError(
          'Warning: upper bound of deterministic test is exceeded. '
          'Pass allow_probable=True to allow probabilistic test. '
          'A return value of True indicates a probable prime.'    )
   # array bounds provided by analysis
   __a				     =    [
       2047,
       1373653,
       25326001,
       3215031751,
       2152302898747,
       3474749660383,
       341550071728321,
       1,
       3825123056546413051,
       1,
       1,
       318665857834031151167461,
       3317044064679887385961981,
   ]

   __a				     =    [2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41]
   for idx, _p in enumerate(SCREAMING_SNAKE_CASE__,					1    ):
      if n < _p:
         # then we have our last prime to check
         __a				     =    primes[:idx]
         break
   __a     ,			__a				     =    n - 1, 0
   # break up n -1 into a power of 2 (s) and
   # remaining odd component
   # essentially, solve for d * 2 ** s == n - 1
   while d % 2 == 0:
      d //= 2
      s += 1
   for prime in plist:
      __a				     =    False
      for r in range(SCREAMING_SNAKE_CASE__    ):
         __a				     =    pow(SCREAMING_SNAKE_CASE__,					d * 2**r,					SCREAMING_SNAKE_CASE__    )
         # see article for analysis explanation for m
         if (r == 0 and m == 1) or ((m + 1) % n == 0):
            __a				     =    True
            # this loop will not determine compositeness
            break
      if pr:
         continue
      # if pr is False, then the above loop never evaluated to true,
      # and the n MUST be composite
      return False
   return True



def    __UpperCAmelCase	(				)  ->			None:

   """simple docstring"""
   assert not miller_rabin(561    )
   assert miller_rabin(563    )
   # 2047

   assert not miller_rabin(838201    )
   assert miller_rabin(838207    )
   # 1_373_653

   assert not miller_rabin(17316001    )
   assert miller_rabin(17316017    )
   # 25_326_001

   assert not miller_rabin(3078386641    )
   assert miller_rabin(3078386653    )
   # 3_215_031_751

   assert not miller_rabin(1713045574801    )
   assert miller_rabin(1713045574819    )
   # 2_152_302_898_747

   assert not miller_rabin(2779799728307    )
   assert miller_rabin(2779799728327    )
   # 3_474_749_660_383

   assert not miller_rabin(113850023909441    )
   assert miller_rabin(113850023909527    )
   # 341_550_071_728_321

   assert not miller_rabin(1275041018848804351    )
   assert miller_rabin(1275041018848804391    )
   # 3_825_123_056_546_413_051

   assert not miller_rabin(79666464458507787791867    )
   assert miller_rabin(79666464458507787791951    )
   # 318_665_857_834_031_151_167_461

   assert not miller_rabin(552840677446647897660333    )
   assert miller_rabin(552840677446647897660359    )
   # 3_317_044_064_679_887_385_961_981
   # upper limit for probabilistic test


if __name__ == "__main__":
 test_miller_rabin()