





"""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     _UpperCAmelCase   (   unittest.TestCase   ):

  """simple docstring"""


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







     for model_name in ["bert-base-cased", "bert-large-uncased"]:
        with self.subTest(lowercase_					):
           __lowerCAmelCase							     =     AutoConfig.from_pretrained(lowercase_					)
           self.assertIsNotNone(lowercase_					)
           self.assertIsInstance(lowercase_ ,  lowercase_					)

           __lowerCAmelCase							     =     FlaxAutoModel.from_pretrained(lowercase_					)
           self.assertIsNotNone(lowercase_					)
           self.assertIsInstance(lowercase_ ,  lowercase_					)






  @slow
  def     lowercase		(    self			:		Union[str, Any]					)							->						Any:







     for model_name in ["roberta-base", "roberta-large"]:
        with self.subTest(lowercase_					):
           __lowerCAmelCase							     =     AutoConfig.from_pretrained(lowercase_					)
           self.assertIsNotNone(lowercase_					)
           self.assertIsInstance(lowercase_ ,  lowercase_					)

           __lowerCAmelCase							     =     FlaxAutoModel.from_pretrained(lowercase_					)
           self.assertIsNotNone(lowercase_					)
           self.assertIsInstance(lowercase_ ,  lowercase_					)






  @slow
  def     lowercase		(    self			:		Optional[int]					)							->						List[Any]:







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

        @jax.jit
        def eval(**lowerCAmelCase_			:		List[Any]					):
           return model(**lowercase_					)

        eval(**lowercase_					).block_until_ready()






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







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

        @jax.jit
        def eval(**lowerCAmelCase_			:		Optional[Any]					):
           return model(**lowercase_					)

        eval(**lowercase_					).block_until_ready()






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







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






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







     with self.assertRaisesRegex(
         lowercase_ ,  R'aaaaaa is not a valid git identifier \(branch name, tag name or commit id\)'					):
        __lowerCAmelCase							     =     FlaxAutoModel.from_pretrained(lowercase_ ,  revision='aaaaaa'					)






  def     lowercase		(    self			:		int					)							->						str:







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






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







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








_snake_case  :   List[str]						   =  {
    'meter': 'm',
    'kilometer': 'km',
    'megametre': 'Mm',
    'gigametre': 'Gm',
    'terametre': 'Tm',
    'petametre': 'Pm',
    'exametre': 'Em',
    'zettametre': 'Zm',
    'yottametre': 'Ym',
}
# Exponent of the factor(meter)
_snake_case  :   List[Any]						   =  {
    'm': 0,
    'km': 3,
    'Mm': 6,
    'Gm': 9,
    'Tm': 12,
    'Pm': 15,
    'Em': 18,
    'Zm': 21,
    'Ym': 24,
}

def   a_   (			lowerCAmelCase_				:      float,     lowerCAmelCase_				:      str,     lowerCAmelCase_				:      str     ):
   __lowerCAmelCase							     =     from_type.lower().strip('s'     )
   __lowerCAmelCase							     =     to_type.lower().strip('s'     )

   __lowerCAmelCase							     =     UNIT_SYMBOL.get(lowerCAmelCase_,     lowerCAmelCase_     )
   __lowerCAmelCase							     =     UNIT_SYMBOL.get(lowerCAmelCase_,     lowerCAmelCase_     )

   if from_sanitized not in METRIC_CONVERSION:
      __lowerCAmelCase							     =     (
          F"""Invalid 'from_type' value: {from_type!r}.\n"""
          F"""Conversion abbreviations are: {", ".join(lowerCAmelCase_     )}"""
      )
      raise ValueError(lowerCAmelCase_     )
   if to_sanitized not in METRIC_CONVERSION:
      __lowerCAmelCase							     =     (
          F"""Invalid 'to_type' value: {to_type!r}.\n"""
          F"""Conversion abbreviations are: {", ".join(lowerCAmelCase_     )}"""
      )
      raise ValueError(lowerCAmelCase_     )
   __lowerCAmelCase							     =     METRIC_CONVERSION[from_sanitized]
   __lowerCAmelCase							     =     METRIC_CONVERSION[to_sanitized]
   __lowerCAmelCase							     =     1

   if from_exponent > to_exponent:
      __lowerCAmelCase							     =     from_exponent - to_exponent
   else:
      __lowerCAmelCase							     =     -(to_exponent - from_exponent)

   return value * pow(10,     lowerCAmelCase_     )


if __name__ == "__main__":
     from doctest import testmod

     testmod()

