



"""simple docstring"""




import os
import tempfile
import unittest
from typing import List

from transformers.models.esm.tokenization_esm import VOCAB_FILES_NAMES, EsmTokenizer
from transformers.testing_utils import require_tokenizers
from transformers.tokenization_utils import PreTrainedTokenizer
from transformers.tokenization_utils_base import PreTrainedTokenizerBase


@require_tokenizers
class 	a__		(    unittest.TestCase  ):
   _lowerCamelCase       				=					EsmTokenizer


   def 							lowercase					(				self   :				Any      )     ->							Dict:
         super().setUp()
         lowercase	:   str											= tempfile.mkdtemp()
         # fmt: off
         lowercase	:   List[str]											= ["<cls>", "<pad>", "<eos>", "<unk>", "L", "A", "G", "V", "S", "E", "R", "T", "I", "D", "P", "K", "Q", "N", "F", "Y", "M", "H", "W", "C", "X", "B", "U", "Z", "O", ".", "-", "<null_1>", "<mask>"]  # noqa: E501
         # fmt: on
         lowercase	:   int											= os.path.join(self.tmpdirname,  VOCAB_FILES_NAMES['vocab_file']      )
         with open(self.vocab_file,  'w',  encoding='utf-8'      ) as vocab_writer:
               vocab_writer.write(''.join([x + '\n' for x in vocab_tokens]      )      )


   def 							lowercase					(				self   :				Any,  **lowerCAmelCase   :				Optional[int]      )     ->							List[PreTrainedTokenizerBase]:
         return [self.get_tokenizer(**lowerCAmelCase      )]


   def 							lowercase					(				self   :				List[Any],  **lowerCAmelCase   :				str      )     ->							PreTrainedTokenizer:
         return self.tokenizer_class.from_pretrained(self.tmpdirname,  **lowerCAmelCase      )


   def 							lowercase					(				self   :				Optional[Any]      )     ->							Optional[int]:
         lowercase	:   List[str]											= self.tokenizer_class(self.vocab_file      )

         lowercase	:   int											= tokenizer.tokenize('LAGVS'      )
         self.assertListEqual(lowerCAmelCase,  ['L', 'A', 'G', 'V', 'S']      )
         self.assertListEqual(tokenizer.convert_tokens_to_ids(lowerCAmelCase      ),  [4, 5, 6, 7, 8]      )


   def 							lowercase					(				self   :				Tuple      )     ->							List[Any]:
         lowercase	:   Dict											= self.tokenizer_class(self.vocab_file      )

         lowercase	:   Optional[int]											= 'LAGVS'
         self.assertListEqual(tokenizer.encode(lowerCAmelCase      ),  [0, 4, 5, 6, 7, 8, 2]      )


   def 							lowercase					(				self   :				Union[str, Any]      )     ->							List[str]:
         lowercase	:   Union[str, Any]											= self.tokenizer_class(self.vocab_file      )

         lowercase	:   List[str]											= ['LAGVS', 'WCB']
         lowercase	:   Tuple											= tokenizer(lowerCAmelCase,  padding=lowerCAmelCase      )['input_ids']

         self.assertListEqual(lowerCAmelCase,  [[0, 4, 5, 6, 7, 8, 2], [0, 22, 23, 25, 2]]      )


   def 							lowercase					(				self   :				Any      )     ->							List[Any]:
         lowercase	:   Dict											= self.tokenizer_class(self.vocab_file      )

         lowercase	:   Optional[int]											= ['LAGVS', 'WCB']
         lowercase	:   int											= tokenizer(lowerCAmelCase,  padding=lowerCAmelCase      )['input_ids']

         self.assertListEqual(lowerCAmelCase,  [[0, 4, 5, 6, 7, 8, 2], [0, 22, 23, 25, 2, 1, 1]]      )






   def 							lowercase					(				self   :				str      )     ->							Optional[Any]:
         lowercase	:   Any											= self.get_tokenizers(fast=lowerCAmelCase      )
         for tokenizer in tokenizers:
               with self.subTest(f'''{tokenizer.__class__.__name__}'''      ):
                     lowercase	:   Optional[Any]											= '<unk>'
                     lowercase	:   Dict											= '<mask>'

                     lowercase	:   Optional[int]											= tokenizer.tokenize(lowerCAmelCase      )
                     lowercase	:   Tuple											= tokenizer.tokenize(lowerCAmelCase      )

                     self.assertEqual(len(lowerCAmelCase      ),  1      )
                     self.assertEqual(len(lowerCAmelCase      ),  1      )
                     self.assertEqual(token_a[0],  lowerCAmelCase      )
                     self.assertEqual(token_a[0],  lowerCAmelCase      )





"""simple docstring"""




from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_tokenizers_available, is_torch_available


_UpperCamelCase:					Optional[Any]     				=	{
    'configuration_codegen': ['CODEGEN_PRETRAINED_CONFIG_ARCHIVE_MAP', 'CodeGenConfig', 'CodeGenOnnxConfig'],
    'tokenization_codegen': ['CodeGenTokenizer'],
}

try:
     if not is_tokenizers_available():
          raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
     pass
else:
     _UpperCamelCase:					Union[str, Any]     				=	['CodeGenTokenizerFast']

try:
     if not is_torch_available():
          raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
     pass
else:
     _UpperCamelCase:					str     				=	[
         'CODEGEN_PRETRAINED_MODEL_ARCHIVE_LIST',
         'CodeGenForCausalLM',
         'CodeGenModel',
         'CodeGenPreTrainedModel',
     ]

if TYPE_CHECKING:
     from .configuration_codegen import CODEGEN_PRETRAINED_CONFIG_ARCHIVE_MAP, CodeGenConfig, CodeGenOnnxConfig
     from .tokenization_codegen import CodeGenTokenizer

     try:
          if not is_tokenizers_available():
               raise OptionalDependencyNotAvailable()
     except OptionalDependencyNotAvailable:
          pass
     else:
          from .tokenization_codegen_fast import CodeGenTokenizerFast

     try:
          if not is_torch_available():
               raise OptionalDependencyNotAvailable()
     except OptionalDependencyNotAvailable:
          pass
     else:
          from .modeling_codegen import (
              CODEGEN_PRETRAINED_MODEL_ARCHIVE_LIST,
              CodeGenForCausalLM,
              CodeGenModel,
              CodeGenPreTrainedModel,
          )

else:
     import sys

     _UpperCamelCase:					int     				=	_LazyModule(__name__, globals()['__file__'], _import_structure, module_spec=__spec__)
