






import os
import unittest

from transformers import FunnelTokenizer, FunnelTokenizerFast
from transformers.models.funnel.tokenization_funnel import VOCAB_FILES_NAMES
from transformers.testing_utils import require_tokenizers

from ...test_tokenization_common import TokenizerTesterMixin







@require_tokenizers
class 	_UpperCAmelCase  (  _A				,							unittest.TestCase		):




      """simple docstring"""



      A          =    FunnelTokenizer
      A          =    FunnelTokenizerFast
      A          =    True
      A          =    True
      def 			snake_case_      (   self		):



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

          lowerCAmelCase__   :List[str]      							=				[
              "<unk>",
              "<cls>",
              "<sep>",
              "want",
              "##want",
              "##ed",
              "wa",
              "un",
              "runn",
              "##ing",
              ",",
              "low",
              "lowest",
          ]
          lowerCAmelCase__   :List[Any]      							=				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 			snake_case_      (   self    ,	**_lowerCAmelCase		):



          '''simple docstring'''
          return FunnelTokenizer.from_pretrained(self.tmpdirname    ,	**_lowerCAmelCase		)
      def 			snake_case_      (   self    ,	**_lowerCAmelCase		):



          '''simple docstring'''
          return FunnelTokenizerFast.from_pretrained(self.tmpdirname    ,	**_lowerCAmelCase		)
      def 			snake_case_      (   self    ,	_lowerCAmelCase		):



          '''simple docstring'''
          lowerCAmelCase__   :Optional[int]      							=				"UNwant\u00E9d,running"
          lowerCAmelCase__   :Any      							=				"unwanted, running"
          return input_text, output_text
      def 			snake_case_      (   self		):



          '''simple docstring'''
          lowerCAmelCase__   :Optional[int]      							=				self.tokenizer_class(self.vocab_file		)

          lowerCAmelCase__   :Optional[Any]      							=				tokenizer.tokenize("UNwant\u00E9d,running"		)
          self.assertListEqual(_lowerCAmelCase    ,	["un", "##want", "##ed", ",", "runn", "##ing"]		)
          self.assertListEqual(tokenizer.convert_tokens_to_ids(_lowerCAmelCase		)    ,	[7, 4, 5, 10, 8, 9]		)



      def 			snake_case_      (   self		):



          '''simple docstring'''
          lowerCAmelCase__   :List[Any]      							=				self.get_tokenizers(do_lower_case=_lowerCAmelCase		)
          for tokenizer in tokenizers:
              lowerCAmelCase__   :str      							=				tokenizer("UNwant\u00E9d,running"		)
              lowerCAmelCase__   :Any      							=				len(inputs["input_ids"]		) - 1
              self.assertListEqual(inputs["token_type_ids"]    ,	[2] + [0] * sentence_len		)

              lowerCAmelCase__   :Optional[Any]      							=				tokenizer("UNwant\u00E9d,running"    ,	"UNwant\u00E9d,running"		)
              self.assertListEqual(inputs["token_type_ids"]    ,	[2] + [0] * sentence_len + [1] * sentence_len		)











def 				snake_case__							(							UpperCAmelCase							:  str       ):
    return "".join(chr(ord(UpperCAmelCase       ) - 3_2       ) if "a" <= char <= "z" else char for char in word       )


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

 testmod()



