






import os
import unittest

from transformers import MobileBertTokenizer, MobileBertTokenizerFast
from transformers.models.bert.tokenization_bert import (
    VOCAB_FILES_NAMES,
    BasicTokenizer,
    WordpieceTokenizer,
    _is_control,
    _is_punctuation,
    _is_whitespace,
)
from transformers.testing_utils import require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin, filter_non_english







@require_tokenizers
class 				UpperCAmelCase_  (		__lowerCamelCase							,      unittest.TestCase		):
     __lowerCamelCase      				=  MobileBertTokenizer
     __lowerCamelCase      				=  MobileBertTokenizerFast
     __lowerCamelCase      				=  True
     __lowerCamelCase      				=  True
     __lowerCamelCase      				=  filter_non_english
     __lowerCamelCase      				=  'google/mobilebert-uncased'




     def   __UpperCAmelCase  (				self		):
          super().setUp()

          UpperCAmelCase__      :  Dict				      =			[
              """[UNK]""",
              """[CLS]""",
              """[SEP]""",
              """[PAD]""",
              """[MASK]""",
              """want""",
              """##want""",
              """##ed""",
              """wa""",
              """un""",
              """runn""",
              """##ing""",
              """,""",
              """low""",
              """lowest""",
          ]
          UpperCAmelCase__      :  Dict				      =			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]		)		)

          UpperCAmelCase__      :  List[str]				      =			[
              (tokenizer_def[0], self.pre_trained_model_path, tokenizer_def[2])  # else the 'google/' prefix is stripped
              for tokenizer_def in self.tokenizers_list
          ]




     def   __UpperCAmelCase  (				self	,						_lowerCAmelCase		):
          UpperCAmelCase__      :  Tuple				      =			"""UNwant\u00E9d,running"""
          UpperCAmelCase__      :  Union[str, Any]				      =			"""unwanted, running"""
          return input_text, output_text




     def   __UpperCAmelCase  (				self		):
          UpperCAmelCase__      :  Tuple				      =			self.tokenizer_class(self.vocab_file		)

          UpperCAmelCase__      :  Tuple				      =			tokenizer.tokenize("""UNwant\u00E9d,running"""		)
          self.assertListEqual(_lowerCAmelCase	,						["""un""", """##want""", """##ed""", """,""", """runn""", """##ing"""]		)
          self.assertListEqual(tokenizer.convert_tokens_to_ids(_lowerCAmelCase		)	,						[9, 6, 7, 12, 10, 11]		)




     def   __UpperCAmelCase  (				self		):
          if not self.test_rust_tokenizer:
               return

          UpperCAmelCase__      :  Tuple				      =			self.get_tokenizer()
          UpperCAmelCase__      :  Dict				      =			self.get_rust_tokenizer()

          UpperCAmelCase__      :  List[str]				      =			"""UNwant\u00E9d,running"""

          UpperCAmelCase__      :  Optional[int]				      =			tokenizer.tokenize(_lowerCAmelCase		)
          UpperCAmelCase__      :  List[Any]				      =			rust_tokenizer.tokenize(_lowerCAmelCase		)
          self.assertListEqual(_lowerCAmelCase	,						_lowerCAmelCase		)

          UpperCAmelCase__      :  Optional[int]				      =			tokenizer.encode(_lowerCAmelCase	,						add_special_tokens=_lowerCAmelCase		)
          UpperCAmelCase__      :  Optional[Any]				      =			rust_tokenizer.encode(_lowerCAmelCase	,						add_special_tokens=_lowerCAmelCase		)
          self.assertListEqual(_lowerCAmelCase	,						_lowerCAmelCase		)

          UpperCAmelCase__      :  Tuple				      =			self.get_rust_tokenizer()
          UpperCAmelCase__      :  Any				      =			tokenizer.encode(_lowerCAmelCase		)
          UpperCAmelCase__      :  str				      =			rust_tokenizer.encode(_lowerCAmelCase		)
          self.assertListEqual(_lowerCAmelCase	,						_lowerCAmelCase		)

          # With lower casing
          UpperCAmelCase__      :  Tuple				      =			self.get_tokenizer(do_lower_case=_lowerCAmelCase		)
          UpperCAmelCase__      :  Tuple				      =			self.get_rust_tokenizer(do_lower_case=_lowerCAmelCase		)

          UpperCAmelCase__      :  Union[str, Any]				      =			"""UNwant\u00E9d,running"""

          UpperCAmelCase__      :  int				      =			tokenizer.tokenize(_lowerCAmelCase		)
          UpperCAmelCase__      :  Any				      =			rust_tokenizer.tokenize(_lowerCAmelCase		)
          self.assertListEqual(_lowerCAmelCase	,						_lowerCAmelCase		)

          UpperCAmelCase__      :  List[Any]				      =			tokenizer.encode(_lowerCAmelCase	,						add_special_tokens=_lowerCAmelCase		)
          UpperCAmelCase__      :  List[Any]				      =			rust_tokenizer.encode(_lowerCAmelCase	,						add_special_tokens=_lowerCAmelCase		)
          self.assertListEqual(_lowerCAmelCase	,						_lowerCAmelCase		)

          UpperCAmelCase__      :  Union[str, Any]				      =			self.get_rust_tokenizer()
          UpperCAmelCase__      :  List[str]				      =			tokenizer.encode(_lowerCAmelCase		)
          UpperCAmelCase__      :  Optional[Any]				      =			rust_tokenizer.encode(_lowerCAmelCase		)
          self.assertListEqual(_lowerCAmelCase	,						_lowerCAmelCase		)




     def   __UpperCAmelCase  (				self		):
          UpperCAmelCase__      :  Any				      =			BasicTokenizer()

          self.assertListEqual(tokenizer.tokenize("""ah\u535A\u63A8zz"""		)	,						["""ah""", """\u535A""", """\u63A8""", """zz"""]		)




     def   __UpperCAmelCase  (				self		):
          UpperCAmelCase__      :  Tuple				      =			BasicTokenizer(do_lower_case=_lowerCAmelCase		)

          self.assertListEqual(
              tokenizer.tokenize(""" \tHeLLo!how  \n Are yoU?  """		)	,						["""hello""", """!""", """how""", """are""", """you""", """?"""]		)
          self.assertListEqual(tokenizer.tokenize("""H\u00E9llo"""		)	,						["""hello"""]		)




     def   __UpperCAmelCase  (				self		):
          UpperCAmelCase__      :  Union[str, Any]				      =			BasicTokenizer(do_lower_case=_lowerCAmelCase	,						strip_accents=_lowerCAmelCase		)

          self.assertListEqual(
              tokenizer.tokenize(""" \tHäLLo!how  \n Are yoU?  """		)	,						["""hällo""", """!""", """how""", """are""", """you""", """?"""]		)
          self.assertListEqual(tokenizer.tokenize("""H\u00E9llo"""		)	,						["""h\u00E9llo"""]		)




     def   __UpperCAmelCase  (				self		):
          UpperCAmelCase__      :  Any				      =			BasicTokenizer(do_lower_case=_lowerCAmelCase	,						strip_accents=_lowerCAmelCase		)

          self.assertListEqual(
              tokenizer.tokenize(""" \tHäLLo!how  \n Are yoU?  """		)	,						["""hallo""", """!""", """how""", """are""", """you""", """?"""]		)
          self.assertListEqual(tokenizer.tokenize("""H\u00E9llo"""		)	,						["""hello"""]		)




     def   __UpperCAmelCase  (				self		):
          UpperCAmelCase__      :  List[str]				      =			BasicTokenizer(do_lower_case=_lowerCAmelCase		)

          self.assertListEqual(
              tokenizer.tokenize(""" \tHäLLo!how  \n Are yoU?  """		)	,						["""hallo""", """!""", """how""", """are""", """you""", """?"""]		)
          self.assertListEqual(tokenizer.tokenize("""H\u00E9llo"""		)	,						["""hello"""]		)




     def   __UpperCAmelCase  (				self		):
          UpperCAmelCase__      :  List[str]				      =			BasicTokenizer(do_lower_case=_lowerCAmelCase		)

          self.assertListEqual(
              tokenizer.tokenize(""" \tHeLLo!how  \n Are yoU?  """		)	,						["""HeLLo""", """!""", """how""", """Are""", """yoU""", """?"""]		)




     def   __UpperCAmelCase  (				self		):
          UpperCAmelCase__      :  int				      =			BasicTokenizer(do_lower_case=_lowerCAmelCase	,						strip_accents=_lowerCAmelCase		)

          self.assertListEqual(
              tokenizer.tokenize(""" \tHäLLo!how  \n Are yoU?  """		)	,						["""HäLLo""", """!""", """how""", """Are""", """yoU""", """?"""]		)




     def   __UpperCAmelCase  (				self		):
          UpperCAmelCase__      :  List[Any]				      =			BasicTokenizer(do_lower_case=_lowerCAmelCase	,						strip_accents=_lowerCAmelCase		)

          self.assertListEqual(
              tokenizer.tokenize(""" \tHäLLo!how  \n Are yoU?  """		)	,						["""HaLLo""", """!""", """how""", """Are""", """yoU""", """?"""]		)




     def   __UpperCAmelCase  (				self		):
          UpperCAmelCase__      :  List[Any]				      =			BasicTokenizer(do_lower_case=_lowerCAmelCase	,						never_split=["""[UNK]"""]		)

          self.assertListEqual(
              tokenizer.tokenize(""" \tHeLLo!how  \n Are yoU? [UNK]"""		)	,						["""HeLLo""", """!""", """how""", """Are""", """yoU""", """?""", """[UNK]"""]		)




     def   __UpperCAmelCase  (				self		):
          UpperCAmelCase__      :  int				      =			["""[UNK]""", """[CLS]""", """[SEP]""", """want""", """##want""", """##ed""", """wa""", """un""", """runn""", """##ing"""]

          UpperCAmelCase__      :  List[str]				      =			{}
          for i, token in enumerate(_lowerCAmelCase		):
               UpperCAmelCase__      :  Optional[Any]				      =			i
          UpperCAmelCase__      :  str				      =			WordpieceTokenizer(vocab=_lowerCAmelCase	,						unk_token="""[UNK]"""		)

          self.assertListEqual(tokenizer.tokenize(""""""		)	,						[]		)

          self.assertListEqual(tokenizer.tokenize("""unwanted running"""		)	,						["""un""", """##want""", """##ed""", """runn""", """##ing"""]		)

          self.assertListEqual(tokenizer.tokenize("""unwantedX running"""		)	,						["""[UNK]""", """runn""", """##ing"""]		)




     def   __UpperCAmelCase  (				self		):
          self.assertTrue(_is_whitespace(""" """		)		)
          self.assertTrue(_is_whitespace("""\t"""		)		)
          self.assertTrue(_is_whitespace("""\r"""		)		)
          self.assertTrue(_is_whitespace("""\n"""		)		)
          self.assertTrue(_is_whitespace("""\u00A0"""		)		)

          self.assertFalse(_is_whitespace("""A"""		)		)
          self.assertFalse(_is_whitespace("""-"""		)		)




     def   __UpperCAmelCase  (				self		):
          self.assertTrue(_is_control("""\u0005"""		)		)

          self.assertFalse(_is_control("""A"""		)		)
          self.assertFalse(_is_control(""" """		)		)
          self.assertFalse(_is_control("""\t"""		)		)
          self.assertFalse(_is_control("""\r"""		)		)




     def   __UpperCAmelCase  (				self		):
          self.assertTrue(_is_punctuation("""-"""		)		)
          self.assertTrue(_is_punctuation("""$"""		)		)
          self.assertTrue(_is_punctuation("""`"""		)		)
          self.assertTrue(_is_punctuation("""."""		)		)

          self.assertFalse(_is_punctuation("""A"""		)		)
          self.assertFalse(_is_punctuation(""" """		)		)




     def   __UpperCAmelCase  (				self		):
          UpperCAmelCase__      :  Optional[int]				      =			self.get_tokenizer()
          UpperCAmelCase__      :  Union[str, Any]				      =			self.get_rust_tokenizer()

          # Example taken from the issue https://github.com/huggingface/tokenizers/issues/340
          self.assertListEqual([tokenizer.tokenize(_lowerCAmelCase		) for t in ["""Test""", """\xad""", """test"""]]	,						[["""[UNK]"""], [], ["""[UNK]"""]]		)

          self.assertListEqual(
              [rust_tokenizer.tokenize(_lowerCAmelCase		) for t in ["""Test""", """\xad""", """test"""]]	,						[["""[UNK]"""], [], ["""[UNK]"""]]		)




     @slow
     def   __UpperCAmelCase  (				self		):
          UpperCAmelCase__      :  Any				      =			self.tokenizer_class.from_pretrained("""google/mobilebert-uncased"""		)

          UpperCAmelCase__      :  List[Any]				      =			tokenizer.encode("""sequence builders"""	,						add_special_tokens=_lowerCAmelCase		)
          UpperCAmelCase__      :  List[Any]				      =			tokenizer.encode("""multi-sequence build"""	,						add_special_tokens=_lowerCAmelCase		)

          UpperCAmelCase__      :  List[Any]				      =			tokenizer.build_inputs_with_special_tokens(_lowerCAmelCase		)
          UpperCAmelCase__      :  List[str]				      =			tokenizer.build_inputs_with_special_tokens(_lowerCAmelCase	,						_lowerCAmelCase		)

          assert encoded_sentence == [101] + text + [102]
          assert encoded_pair == [101] + text + [102] + text_a + [102]




     def   __UpperCAmelCase  (				self		):
          for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
               with self.subTest(f"{tokenizer.__class__.__name__} ({pretrained_name})"		):
                    UpperCAmelCase__      :  Any				      =			self.rust_tokenizer_class.from_pretrained(_lowerCAmelCase	,						**_lowerCAmelCase		)

                    UpperCAmelCase__      :  Optional[int]				      =			f"A, naïve {tokenizer_r.mask_token} AllenNLP sentence."
                    UpperCAmelCase__      :  Optional[Any]				      =			tokenizer_r.encode_plus(
                        _lowerCAmelCase	,						return_attention_mask=_lowerCAmelCase	,						return_token_type_ids=_lowerCAmelCase	,						return_offsets_mapping=_lowerCAmelCase	,						add_special_tokens=_lowerCAmelCase	,						)

                    UpperCAmelCase__      :  Any				      =			tokenizer_r.do_lower_case if hasattr(_lowerCAmelCase	,						"""do_lower_case"""		) else False
                    UpperCAmelCase__      :  Optional[int]				      =			(
                        [
                            ((0, 0), tokenizer_r.cls_token),
                            ((0, 1), """A"""),
                            ((1, 2), ""","""),
                            ((3, 5), """na"""),
                            ((5, 6), """##ï"""),
                            ((6, 8), """##ve"""),
                            ((9, 15), tokenizer_r.mask_token),
                            ((16, 21), """Allen"""),
                            ((21, 23), """##NL"""),
                            ((23, 24), """##P"""),
                            ((25, 33), """sentence"""),
                            ((33, 34), """."""),
                            ((0, 0), tokenizer_r.sep_token),
                        ]
                        if not do_lower_case
                        else [
                            ((0, 0), tokenizer_r.cls_token),
                            ((0, 1), """a"""),
                            ((1, 2), ""","""),
                            ((3, 8), """naive"""),
                            ((9, 15), tokenizer_r.mask_token),
                            ((16, 21), """allen"""),
                            ((21, 23), """##nl"""),
                            ((23, 24), """##p"""),
                            ((25, 33), """sentence"""),
                            ((33, 34), """."""),
                            ((0, 0), tokenizer_r.sep_token),
                        ]
                    )

                    self.assertEqual(
                        [e[1] for e in expected_results]	,						tokenizer_r.convert_ids_to_tokens(tokens["""input_ids"""]		)		)
                    self.assertEqual([e[0] for e in expected_results]	,						tokens["""offset_mapping"""]		)




     def   __UpperCAmelCase  (				self		):
          UpperCAmelCase__      :  Tuple				      =			["""的""", """人""", """有"""]
          UpperCAmelCase__      :  Tuple				      =			"""""".join(_lowerCAmelCase		)
          for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
               with self.subTest(f"{tokenizer.__class__.__name__} ({pretrained_name})"		):
                    UpperCAmelCase__      :  Tuple				      =			True
                    UpperCAmelCase__      :  Optional[Any]				      =			self.tokenizer_class.from_pretrained(_lowerCAmelCase	,						**_lowerCAmelCase		)
                    UpperCAmelCase__      :  Tuple				      =			self.rust_tokenizer_class.from_pretrained(_lowerCAmelCase	,						**_lowerCAmelCase		)

                    UpperCAmelCase__      :  Union[str, Any]				      =			tokenizer_p.encode(_lowerCAmelCase	,						add_special_tokens=_lowerCAmelCase		)
                    UpperCAmelCase__      :  List[Any]				      =			tokenizer_r.encode(_lowerCAmelCase	,						add_special_tokens=_lowerCAmelCase		)

                    UpperCAmelCase__      :  Any				      =			tokenizer_r.convert_ids_to_tokens(_lowerCAmelCase		)
                    UpperCAmelCase__      :  Optional[int]				      =			tokenizer_p.convert_ids_to_tokens(_lowerCAmelCase		)

                    # it is expected that each Chinese character is not preceded by "##"
                    self.assertListEqual(_lowerCAmelCase	,						_lowerCAmelCase		)
                    self.assertListEqual(_lowerCAmelCase	,						_lowerCAmelCase		)

                    UpperCAmelCase__      :  List[Any]				      =			False
                    UpperCAmelCase__      :  Union[str, Any]				      =			self.rust_tokenizer_class.from_pretrained(_lowerCAmelCase	,						**_lowerCAmelCase		)
                    UpperCAmelCase__      :  Tuple				      =			self.tokenizer_class.from_pretrained(_lowerCAmelCase	,						**_lowerCAmelCase		)

                    UpperCAmelCase__      :  Union[str, Any]				      =			tokenizer_r.encode(_lowerCAmelCase	,						add_special_tokens=_lowerCAmelCase		)
                    UpperCAmelCase__      :  List[Any]				      =			tokenizer_p.encode(_lowerCAmelCase	,						add_special_tokens=_lowerCAmelCase		)

                    UpperCAmelCase__      :  Optional[int]				      =			tokenizer_r.convert_ids_to_tokens(_lowerCAmelCase		)
                    UpperCAmelCase__      :  Union[str, Any]				      =			tokenizer_p.convert_ids_to_tokens(_lowerCAmelCase		)

                    # it is expected that only the first Chinese character is not preceded by "##".
                    UpperCAmelCase__      :  List[str]				      =			[
                        f"##{token}" if idx != 0 else token for idx, token in enumerate(_lowerCAmelCase		)
                    ]
                    self.assertListEqual(_lowerCAmelCase	,						_lowerCAmelCase		)
                    self.assertListEqual(_lowerCAmelCase	,						_lowerCAmelCase		)












def lowerCamelCase__  (     ):

     '''simple docstring'''


     UpperCAmelCase_     :				Dict  =     0
     for i in range(1					,		1001 ):
          total += i**i
     return str(_lowercase )[-10:]


if __name__ == "__main__":
     print(solution())