

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 						__magic_name__    (       lowercase__	,						unittest.TestCase    ):
 UpperCAmelCase							    =						FunnelTokenizer
 UpperCAmelCase							    =						FunnelTokenizerFast
 UpperCAmelCase							    =						True
 UpperCAmelCase							    =						True


 def _UpperCamelCase	(						self		: Dict    )    ->      Dict:
   super().setUp()

   UpperCAmelCase					      =  [
       "<unk>",
       "<cls>",
       "<sep>",
       "want",
       "##want",
       "##ed",
       "wa",
       "un",
       "runn",
       "##ing",
       ",",
       "low",
       "lowest",
   ]
   UpperCAmelCase					      =  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 _UpperCamelCase	(						self		: List[Any]			,						**lowerCAmelCase__		: Tuple    )    ->      Union[str, Any]:
   return FunnelTokenizer.from_pretrained(self.tmpdirname			,						**__lowerCamelCase    )


 def _UpperCamelCase	(						self		: Any			,						**lowerCAmelCase__		: Optional[int]    )    ->      Dict:
   return FunnelTokenizerFast.from_pretrained(self.tmpdirname			,						**__lowerCamelCase    )


 def _UpperCamelCase	(						self		: Dict			,						lowerCAmelCase__		: Union[str, Any]    )    ->      Optional[Any]:
   UpperCAmelCase					      =  "UNwant\u00E9d,running"
   UpperCAmelCase					      =  "unwanted, running"
   return input_text, output_text


 def _UpperCamelCase	(						self		: List[str]    )    ->      Any:
   UpperCAmelCase					      =  self.tokenizer_class(self.vocab_file    )

   UpperCAmelCase					      =  tokenizer.tokenize("UNwant\u00E9d,running"    )
   self.assertListEqual(__lowerCamelCase			,						["un", "##want", "##ed", ",", "runn", "##ing"]    )
   self.assertListEqual(tokenizer.convert_tokens_to_ids(__lowerCamelCase    )			,						[7, 4, 5, 1_0, 8, 9]    )


 def _UpperCamelCase	(						self		: Optional[Any]    )    ->      Union[str, Any]:
   UpperCAmelCase					      =  self.get_tokenizers(do_lower_case=__lowerCamelCase    )
   for tokenizer in tokenizers:
     UpperCAmelCase					      =  tokenizer("UNwant\u00E9d,running"    )
     UpperCAmelCase					      =  len(inputs["input_ids"]    ) - 1
     self.assertListEqual(inputs["token_type_ids"]			,						[2] + [0] * sentence_len    )

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






def      _lowerCAmelCase(	__A			):
  UpperCAmelCase					      =  0
  while num > 0:
    digit_sum += num % 10
    num //= 10
  return digit_sum
def      _lowerCAmelCase(	__A = 100			):
  UpperCAmelCase					      =  1
  UpperCAmelCase					      =  2

  for i in range(2   ,       max_n + 1			):
    UpperCAmelCase					      =  pre_numerator
    UpperCAmelCase					      =  2 * i // 3 if i % 3 == 0 else 1
    UpperCAmelCase					      =  cur_numerator
    UpperCAmelCase					      =  e_cont * pre_numerator + temp

  return sum_digits(__A			)


if __name__ == "__main__":
      print(f"{solution() = }")



