

"""simple docstring"""
import os
import unittest

from transformers import BertTokenizerFast
from transformers.models.bert.tokenization_bert import (
    VOCAB_FILES_NAMES,
    BasicTokenizer,
    BertTokenizer,
    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       lowerCamelCase	(       lowerCAmelCase__					,					unittest.TestCase   ):


  '''simple docstring'''







  SCREAMING_SNAKE_CASE					      =  BertTokenizer
  SCREAMING_SNAKE_CASE					      =  BertTokenizerFast
  SCREAMING_SNAKE_CASE					      =  True
  SCREAMING_SNAKE_CASE					      =  True
  SCREAMING_SNAKE_CASE					      =  filter_non_english



  def  _a      (self	):


        """simple docstring"""

        super().setUp()

        UpperCAmelCase__			:							List[str]							=    [
            """[UNK]""",
            """[CLS]""",
            """[SEP]""",
            """[PAD]""",
            """[MASK]""",
            """want""",
            """##want""",
            """##ed""",
            """wa""",
            """un""",
            """runn""",
            """##ing""",
            """,""",
            """low""",
            """lowest""",
        ]
        UpperCAmelCase__			:							Optional[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  _a      (self							,       _lowerCamelCase	):


        """simple docstring"""

        UpperCAmelCase__			:							List[str]							=    """UNwant\u00E9d,running"""
        UpperCAmelCase__			:							Tuple							=    """unwanted, running"""
        return input_text, output_text



  def  _a      (self	):


        """simple docstring"""

        UpperCAmelCase__			:							Union[str, Any]							=    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  _a      (self	):


        """simple docstring"""

        if not self.test_rust_tokenizer:
              return

        UpperCAmelCase__			:							Any							=    self.get_tokenizer()
        UpperCAmelCase__			:							Optional[int]							=    self.get_rust_tokenizer()

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

        UpperCAmelCase__			:							List[str]							=    tokenizer.tokenize(_lowerCamelCase	)
        UpperCAmelCase__			:							List[str]							=    rust_tokenizer.tokenize(_lowerCamelCase	)
        self.assertListEqual(_lowerCamelCase							,       _lowerCamelCase	)

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

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

        # With lower casing
        UpperCAmelCase__			:							int							=    self.get_tokenizer(do_lower_case=_lowerCamelCase	)
        UpperCAmelCase__			:							Dict							=    self.get_rust_tokenizer(do_lower_case=_lowerCamelCase	)

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

        UpperCAmelCase__			:							Dict							=    tokenizer.tokenize(_lowerCamelCase	)
        UpperCAmelCase__			:							List[Any]							=    rust_tokenizer.tokenize(_lowerCamelCase	)
        self.assertListEqual(_lowerCamelCase							,       _lowerCamelCase	)

        UpperCAmelCase__			:							Union[str, Any]							=    tokenizer.encode(_lowerCamelCase							,       add_special_tokens=_lowerCamelCase	)
        UpperCAmelCase__			:							Union[str, Any]							=    rust_tokenizer.encode(_lowerCamelCase							,       add_special_tokens=_lowerCamelCase	)
        self.assertListEqual(_lowerCamelCase							,       _lowerCamelCase	)

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



  def  _a      (self	):


        """simple docstring"""

        UpperCAmelCase__			:							int							=    BasicTokenizer()

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



  def  _a      (self	):


        """simple docstring"""

        UpperCAmelCase__			:							Optional[Any]							=    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  _a      (self	):


        """simple docstring"""

        UpperCAmelCase__			:							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  _a      (self	):


        """simple docstring"""

        UpperCAmelCase__			:							List[str]							=    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  _a      (self	):


        """simple docstring"""

        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  _a      (self	):


        """simple docstring"""

        UpperCAmelCase__			:							str							=    BasicTokenizer(do_lower_case=_lowerCamelCase	)

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



  def  _a      (self	):


        """simple docstring"""

        UpperCAmelCase__			:							Tuple							=    BasicTokenizer(do_lower_case=_lowerCamelCase							,       strip_accents=_lowerCamelCase	)

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



  def  _a      (self	):


        """simple docstring"""

        UpperCAmelCase__			:							Tuple							=    BasicTokenizer(do_lower_case=_lowerCamelCase							,       strip_accents=_lowerCamelCase	)

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



  def  _a      (self	):


        """simple docstring"""

        UpperCAmelCase__			:							Tuple							=    BasicTokenizer(do_lower_case=_lowerCamelCase							,       never_split=["""[UNK]"""]	)

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



  def  _a      (self	):


        """simple docstring"""

        UpperCAmelCase__			:							int							=    BasicTokenizer()
        UpperCAmelCase__			:							Optional[Any]							=    """a\n'll !!to?'d of, can't."""
        UpperCAmelCase__			:							int							=    ["""a""", """'""", """ll""", """!""", """!""", """to""", """?""", """'""", """d""", """of""", """,""", """can""", """'""", """t""", """."""]
        self.assertListEqual(tokenizer.tokenize(_lowerCamelCase	)							,       _lowerCamelCase	)



  def  _a      (self	):


        """simple docstring"""

        UpperCAmelCase__			:							List[str]							=    ["""[UNK]""", """[CLS]""", """[SEP]""", """want""", """##want""", """##ed""", """wa""", """un""", """runn""", """##ing"""]

        UpperCAmelCase__			:							Optional[int]							=    {}
        for i, token in enumerate(_lowerCamelCase	):
              UpperCAmelCase__			:							Optional[Any]							=    i
        UpperCAmelCase__			:							Union[str, Any]							=    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  _a      (self	):


        """simple docstring"""

        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  _a      (self	):


        """simple docstring"""

        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  _a      (self	):


        """simple docstring"""

        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  _a      (self	):


        """simple docstring"""

        UpperCAmelCase__			:							Dict							=    self.get_tokenizer()
        UpperCAmelCase__			:							Optional[int]							=    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  _a      (self	):


        """simple docstring"""

        UpperCAmelCase__			:							Union[str, Any]							=    self.tokenizer_class.from_pretrained("""bert-base-uncased"""	)

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

        UpperCAmelCase__			:							Any							=    tokenizer.build_inputs_with_special_tokens(_lowerCamelCase	)
        UpperCAmelCase__			:							Dict							=    tokenizer.build_inputs_with_special_tokens(_lowerCamelCase							,       _lowerCamelCase	)

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



  def  _a      (self	):


        """simple docstring"""

        for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
              with self.subTest(F"""{tokenizer.__class__.__name__} ({pretrained_name})"""	):
                    UpperCAmelCase__			:							int							=    self.rust_tokenizer_class.from_pretrained(_lowerCamelCase							,       **_lowerCamelCase	)

                    UpperCAmelCase__			:							Tuple							=    F"""A, naïve {tokenizer_r.mask_token} AllenNLP sentence."""
                    UpperCAmelCase__			:							int							=    tokenizer_r.encode_plus(
                        _lowerCamelCase							,       return_attention_mask=_lowerCamelCase							,       return_token_type_ids=_lowerCamelCase							,       return_offsets_mapping=_lowerCamelCase							,       add_special_tokens=_lowerCamelCase							,       )

                    UpperCAmelCase__			:							List[str]							=    tokenizer_r.do_lower_case if hasattr(_lowerCamelCase							,       """do_lower_case"""	) else False
                    UpperCAmelCase__			:							List[Any]							=    (
                        [
                            ((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  _a      (self	):


        """simple docstring"""

        UpperCAmelCase__			:							Optional[Any]							=    ["""的""", """人""", """有"""]
        UpperCAmelCase__			:							List[str]							=    """""".join(_lowerCamelCase	)
        for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
              with self.subTest(F"""{tokenizer.__class__.__name__} ({pretrained_name})"""	):
                    UpperCAmelCase__			:							str							=    True
                    UpperCAmelCase__			:							int							=    self.tokenizer_class.from_pretrained(_lowerCamelCase							,       **_lowerCamelCase	)
                    UpperCAmelCase__			:							Union[str, Any]							=    self.rust_tokenizer_class.from_pretrained(_lowerCamelCase							,       **_lowerCamelCase	)

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

                    UpperCAmelCase__			:							List[str]							=    tokenizer_r.convert_ids_to_tokens(_lowerCamelCase	)
                    UpperCAmelCase__			:							Dict							=    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__			:							List[Any]							=    self.rust_tokenizer_class.from_pretrained(_lowerCamelCase							,       **_lowerCamelCase	)
                    UpperCAmelCase__			:							List[str]							=    self.tokenizer_class.from_pretrained(_lowerCamelCase							,       **_lowerCamelCase	)

                    UpperCAmelCase__			:							int							=    tokenizer_r.encode(_lowerCamelCase							,       add_special_tokens=_lowerCamelCase	)
                    UpperCAmelCase__			:							int							=    tokenizer_p.encode(_lowerCamelCase							,       add_special_tokens=_lowerCamelCase	)

                    UpperCAmelCase__			:							List[Any]							=    tokenizer_r.convert_ids_to_tokens(_lowerCamelCase	)
                    UpperCAmelCase__			:							Any							=    tokenizer_p.convert_ids_to_tokens(_lowerCamelCase	)

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




"""simple docstring"""
import requests




def 					a__						(						lowerCAmelCase			,	lowerCAmelCase    )	-> None:
      UpperCAmelCase__			:							List[str]							=    {"""Content-Type""": """application/json"""}
      UpperCAmelCase__			:							List[str]							=    requests.post(lowerCAmelCase			,	json={"""text""": message_body}			,	headers=lowerCAmelCase    )
      if response.status_code != 2_00:
            UpperCAmelCase__			:							str							=    (
                """Request to slack returned an error """
                F"""{response.status_code}, the response is:\n{response.text}"""
            )
            raise ValueError(lowerCAmelCase    )


if __name__ == "__main__":
    # Set the slack url to the one provided by Slack when you create the webhook at
    # https://my.slack.com/services/new/incoming-webhook/
    send_slack_message("""<YOUR MESSAGE BODY>""", """<SLACK CHANNEL URL>""")

