






'''simple docstring'''



import json
import os
import unittest

from transformers import MgpstrTokenizer
from transformers.models.mgp_str.tokenization_mgp_str import VOCAB_FILES_NAMES
from transformers.testing_utils import require_tokenizers

from ...test_tokenization_common import TokenizerTesterMixin
@require_tokenizers
class 							__SCREAMING_SNAKE_CASE      (							UpperCAmelCase__      ,      unittest.TestCase     ):
      __a  					=MgpstrTokenizer
      __a  					=False
      __a  					={}
      __a  					=False




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



         '''simple docstring'''
         super().setUp()

         # fmt: off
         __a				     =    ["""[GO]""", """[s]""", """0""", """1""", """2""", """3""", """4""", """5""", """6""", """7""", """8""", """9""", """a""", """b""", """c""", """d""", """e""", """f""", """g""", """h""", """i""", """j""", """k""", """l""", """m""", """n""", """o""", """p""", """q""", """r""", """s""", """t""", """u""", """v""", """w""", """x""", """y""", """z"""]
         # fmt: on
         __a				     =    dict(zip(lowerCamelCase ,   range(len(lowerCamelCase      )      )      )      )

         __a				     =    os.path.join(self.tmpdirname ,   VOCAB_FILES_NAMES['vocab_file']      )
         with open(self.vocab_file ,   'w' ,   encoding='utf-8'      ) as fp:
            fp.write(json.dumps(lowerCamelCase      ) + '\n'      )




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



         '''simple docstring'''
         return MgpstrTokenizer.from_pretrained(self.tmpdirname ,   **lowerCamelCase      )




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



         '''simple docstring'''
         __a				     =    """tester"""
         __a				     =    """tester"""
         return input_text, output_text




      @unittest.skip('MGP-STR always lower cases letters.'      )
      def  __UpperCamelCase							(  self      )							->str:



         '''simple docstring'''
         pass




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



         '''simple docstring'''
         __a				     =    self.get_tokenizers(do_lower_case=lowerCamelCase      )
         for tokenizer in tokenizers:
            with self.subTest(F"""{tokenizer.__class__.__name__}"""      ):
               __a				     =    """[SPECIAL_TOKEN]"""

               tokenizer.add_special_tokens({'cls_token': special_token}      )
               __a				     =    tokenizer.encode([special_token] ,   add_special_tokens=lowerCamelCase      )
               self.assertEqual(len(lowerCamelCase      ) ,   1      )

               __a				     =    tokenizer.decode(lowerCamelCase ,   skip_special_tokens=lowerCamelCase      )
               self.assertTrue(special_token not in decoded      )




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



         '''simple docstring'''
         __a				     =    self.get_tokenizers()
         for tokenizer in tokenizers:
            with self.subTest(F"""{tokenizer.__class__.__name__}"""      ):
               __a				     =    self.get_input_output_texts(lowerCamelCase      )

               __a				     =    tokenizer.tokenize(lowerCamelCase      )
               __a				     =    tokenizer.convert_tokens_to_ids(lowerCamelCase      )
               __a				     =    tokenizer.encode(lowerCamelCase ,   add_special_tokens=lowerCamelCase      )
               self.assertListEqual(lowerCamelCase ,   lowerCamelCase      )

               __a				     =    tokenizer.convert_ids_to_tokens(lowerCamelCase      )
               self.assertNotEqual(len(lowerCamelCase      ) ,   0      )
               __a				     =    tokenizer.decode(lowerCamelCase      )
               self.assertIsInstance(lowerCamelCase ,   lowerCamelCase      )

               self.assertEqual(text_a.replace(' ' ,   ''      ) ,   lowerCamelCase      )




      @unittest.skip('MGP-STR tokenizer only handles one sequence.'      )
      def  __UpperCamelCase							(  self      )							->Union[str, Any]:



         '''simple docstring'''
         pass






      @unittest.skip('inputs cannot be pretokenized in MgpstrTokenizer'      )
      def  __UpperCamelCase							(  self      )							->List[str]:



         '''simple docstring'''
         pass







'''simple docstring'''



from ...configuration_utils import PretrainedConfig
from ...utils import logging


__UpperCamelCase      :       List[str]      			=      logging.get_logger(__name__)

__UpperCamelCase      :       Tuple      			=      {
    """sayakpaul/vit-msn-base""": """https://huggingface.co/sayakpaul/vit-msn-base/resolve/main/config.json""",
    # See all ViT MSN models at https://huggingface.co/models?filter=vit_msn
}
class 							__SCREAMING_SNAKE_CASE       (							_lowerCAmelCase     ):
      __a  					="vit_msn"




      def __init__(  self ,   lowerCamelCase=768 ,   lowerCamelCase=12 ,   lowerCamelCase=12 ,   lowerCamelCase=3072 ,   lowerCamelCase="gelu" ,   lowerCamelCase=0.0 ,   lowerCamelCase=0.0 ,   lowerCamelCase=0.02 ,   lowerCamelCase=1e-06 ,   lowerCamelCase=224 ,   lowerCamelCase=16 ,   lowerCamelCase=3 ,   lowerCamelCase=True ,   **lowerCamelCase ,   )							->Tuple:



         '''simple docstring'''
         super().__init__(**lowerCamelCase      )

         __a				     =    hidden_size
         __a				     =    num_hidden_layers
         __a				     =    num_attention_heads
         __a				     =    intermediate_size
         __a				     =    hidden_act
         __a				     =    hidden_dropout_prob
         __a				     =    attention_probs_dropout_prob
         __a				     =    initializer_range
         __a				     =    layer_norm_eps
         __a				     =    image_size
         __a				     =    patch_size
         __a				     =    num_channels
         __a				     =    qkv_bias