"""simple docstring"""






import json
import os
import unittest

from transformers.models.roc_bert.tokenization_roc_bert import (
    VOCAB_FILES_NAMES,
    RoCBertBasicTokenizer,
    RoCBertTokenizer,
    RoCBertWordpieceTokenizer,
    _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						(_UpperCAmelCase    ,unittest.TestCase  ):



    """simple docstring"""

    _UpperCAmelCase	:Tuple						    = RoCBertTokenizer
    _UpperCAmelCase	:Tuple						    = None
    _UpperCAmelCase	:Optional[int]						    = False
    _UpperCAmelCase	:str						    = True
    _UpperCAmelCase	:Union[str, Any]						    = filter_non_english






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

       lowercase__:   Optional[Any]					=      ["[UNK]", "[CLS]", "[SEP]", "[PAD]", "[MASK]", "你", "好", "是", "谁", "a", "b", "c", "d"]
       lowercase__:   Optional[Any]					=      {}
       lowercase__:   Optional[Any]					=      {}
       for i, value in enumerate(__lowerCamelCase							):
          lowercase__:   Any					=      i
          lowercase__:   Optional[Any]					=      i
       lowercase__:   Union[str, Any]					=      os.path.join(self.tmpdirname    ,			VOCAB_FILES_NAMES['''vocab_file''']							)
       lowercase__:   Union[str, Any]					=      os.path.join(self.tmpdirname    ,			VOCAB_FILES_NAMES['''word_shape_file''']							)
       lowercase__:   Tuple					=      os.path.join(self.tmpdirname    ,			VOCAB_FILES_NAMES['''word_pronunciation_file''']							)
       with open(self.vocab_file    ,			'''w'''    ,			encoding='''utf-8'''							) as vocab_writer:
          vocab_writer.write(''''''.join([x + '''\n''' for x in vocab_tokens]							)							)
       with open(self.word_shape_file    ,			'''w'''    ,			encoding='''utf-8'''							) as word_shape_writer:
          json.dump(__lowerCamelCase    ,			__lowerCamelCase    ,			ensure_ascii=__lowerCamelCase							)
       with open(self.word_pronunciation_file    ,			'''w'''    ,			encoding='''utf-8'''							) as word_pronunciation_writer:
          json.dump(__lowerCamelCase    ,			__lowerCamelCase    ,			ensure_ascii=__lowerCamelCase							)






    def _snake_case			(   self							):
       lowercase__:   List[Any]					=      self.tokenizer_class(self.vocab_file    ,			self.word_shape_file    ,			self.word_pronunciation_file							)

       lowercase__:   Optional[Any]					=      tokenizer.tokenize('''你好[SEP]你是谁'''							)
       self.assertListEqual(__lowerCamelCase    ,			['''你''', '''好''', '''[SEP]''', '''你''', '''是''', '''谁''']							)
       self.assertListEqual(tokenizer.convert_tokens_to_ids(__lowerCamelCase							)    ,			[5, 6, 2, 5, 7, 8]							)
       self.assertListEqual(tokenizer.convert_tokens_to_shape_ids(__lowerCamelCase							)    ,			[5, 6, 2, 5, 7, 8]							)
       self.assertListEqual(tokenizer.convert_tokens_to_pronunciation_ids(__lowerCamelCase							)    ,			[5, 6, 2, 5, 7, 8]							)






    def _snake_case			(   self							):
       lowercase__:   Tuple					=      RoCBertBasicTokenizer()

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






    def _snake_case			(   self							):
       lowercase__:   Dict					=      RoCBertBasicTokenizer(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 _snake_case			(   self							):
       lowercase__:   List[Any]					=      RoCBertBasicTokenizer(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 _snake_case			(   self							):
       lowercase__:   List[str]					=      RoCBertBasicTokenizer(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 _snake_case			(   self							):
       lowercase__:   int					=      RoCBertBasicTokenizer(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 _snake_case			(   self							):
       lowercase__:   Optional[Any]					=      RoCBertBasicTokenizer(do_lower_case=__lowerCamelCase							)

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






    def _snake_case			(   self							):
       lowercase__:   Tuple					=      RoCBertBasicTokenizer(do_lower_case=__lowerCamelCase    ,			strip_accents=__lowerCamelCase							)

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






    def _snake_case			(   self							):
       lowercase__:   Optional[Any]					=      RoCBertBasicTokenizer(do_lower_case=__lowerCamelCase    ,			strip_accents=__lowerCamelCase							)

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






    def _snake_case			(   self							):
       lowercase__:   Union[str, Any]					=      RoCBertBasicTokenizer(do_lower_case=__lowerCamelCase    ,			never_split=['''[UNK]''']							)

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






    def _snake_case			(   self							):
       lowercase__:   Union[str, Any]					=      ["[UNK]", "[CLS]", "[SEP]", "want", "##want", "##ed", "wa", "un", "runn", "##ing"]

       lowercase__:   Optional[int]					=      {}
       for i, token in enumerate(__lowerCamelCase							):
          lowercase__:   List[str]					=      i
       lowercase__:   Union[str, Any]					=      RoCBertWordpieceTokenizer(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 _snake_case			(   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 _snake_case			(   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 _snake_case			(   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 _snake_case			(   self							):
       lowercase__:   Dict					=      self.get_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]''']]							)

       if self.test_rust_tokenizer:
          lowercase__:   List[Any]					=      self.get_rust_tokenizer()
          self.assertListEqual(
              [rust_tokenizer.tokenize(__lowerCamelCase							) for t in ['''Test''', '''\xad''', '''test''']]    ,			[['''[UNK]'''], [], ['''[UNK]''']]							)






    def _snake_case			(   self							):
       for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
          with self.subTest(F"""{tokenizer.__class__.__name__} ({pretrained_name})"""							):
             lowercase__:   Union[str, Any]					=      self.rust_tokenizer_class.from_pretrained(__lowerCamelCase    ,			**__lowerCamelCase							)

             lowercase__:   int					=      F"""A, naïve {tokenizer_r.mask_token} AllenNLP sentence."""
             lowercase__:   Optional[int]					=      tokenizer_r.encode_plus(
                 __lowerCamelCase    ,			return_attention_mask=__lowerCamelCase    ,			return_token_type_ids=__lowerCamelCase    ,			return_offsets_mapping=__lowerCamelCase    ,			add_special_tokens=__lowerCamelCase    ,			)

             lowercase__:   Tuple					=      tokenizer_r.do_lower_case if hasattr(__lowerCamelCase    ,			'''do_lower_case'''							) else False
             lowercase__:   Tuple					=      (
                 [
                     ((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 _snake_case			(   self							):
       lowercase__:   Tuple					=      ["的", "人", "有"]
       lowercase__:   int					=      "".join(__lowerCamelCase							)
       for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
          with self.subTest(F"""{tokenizer.__class__.__name__} ({pretrained_name})"""							):
             lowercase__:   Union[str, Any]					=      True
             lowercase__:   Tuple					=      self.tokenizer_class.from_pretrained(__lowerCamelCase    ,			**__lowerCamelCase							)
             lowercase__:   str					=      self.rust_tokenizer_class.from_pretrained(__lowerCamelCase    ,			**__lowerCamelCase							)

             lowercase__:   List[Any]					=      tokenizer_p.encode(__lowerCamelCase    ,			add_special_tokens=__lowerCamelCase							)
             lowercase__:   Tuple					=      tokenizer_r.encode(__lowerCamelCase    ,			add_special_tokens=__lowerCamelCase							)

             lowercase__:   Union[str, Any]					=      tokenizer_r.convert_ids_to_tokens(__lowerCamelCase							)
             lowercase__:   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							)

             lowercase__:   Union[str, Any]					=      False
             lowercase__:   List[Any]					=      self.rust_tokenizer_class.from_pretrained(__lowerCamelCase    ,			**__lowerCamelCase							)
             lowercase__:   str					=      self.tokenizer_class.from_pretrained(__lowerCamelCase    ,			**__lowerCamelCase							)

             lowercase__:   Dict					=      tokenizer_r.encode(__lowerCamelCase    ,			add_special_tokens=__lowerCamelCase							)
             lowercase__:   Optional[Any]					=      tokenizer_p.encode(__lowerCamelCase    ,			add_special_tokens=__lowerCamelCase							)

             lowercase__:   Dict					=      tokenizer_r.convert_ids_to_tokens(__lowerCamelCase							)
             lowercase__:   int					=      tokenizer_p.convert_ids_to_tokens(__lowerCamelCase							)

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






    @slow
    def _snake_case			(   self							):
       lowercase__:   Optional[int]					=      self.tokenizer_class(self.vocab_file    ,			self.word_shape_file    ,			self.word_pronunciation_file							)

       lowercase__:   Optional[int]					=      tokenizer.encode('''你好'''    ,			add_special_tokens=__lowerCamelCase							)
       lowercase__:   List[Any]					=      tokenizer.encode('''你是谁'''    ,			add_special_tokens=__lowerCamelCase							)

       lowercase__:   Union[str, Any]					=      tokenizer.build_inputs_with_special_tokens(__lowerCamelCase							)
       lowercase__:   int					=      tokenizer.build_inputs_with_special_tokens(__lowerCamelCase    ,			__lowerCamelCase							)

       assert encoded_sentence == [1] + text + [2]
       assert encoded_pair == [1] + text + [2] + text_a + [2]






    def _snake_case			(   self							):
       lowercase__:   Tuple					=      self.get_tokenizers(do_lower_case=__lowerCamelCase							)
       for tokenizer in tokenizers:
          with self.subTest(F"""{tokenizer.__class__.__name__}"""							):
             lowercase__:   Any					=      "你好，你是谁"
             lowercase__:   Dict					=      tokenizer.tokenize(__lowerCamelCase							)
             lowercase__:   Any					=      tokenizer.convert_tokens_to_ids(__lowerCamelCase							)
             lowercase__:   Optional[Any]					=      tokenizer.convert_tokens_to_shape_ids(__lowerCamelCase							)
             lowercase__:   str					=      tokenizer.convert_tokens_to_pronunciation_ids(__lowerCamelCase							)
             lowercase__:   Tuple					=      tokenizer.prepare_for_model(
                 __lowerCamelCase    ,			__lowerCamelCase    ,			__lowerCamelCase    ,			add_special_tokens=__lowerCamelCase							)

             lowercase__:   List[Any]					=      tokenizer.encode_plus(__lowerCamelCase    ,			add_special_tokens=__lowerCamelCase							)

             self.assertEqual(__lowerCamelCase    ,			__lowerCamelCase							)




def 							_UpperCAmelCase				(UpperCamelCase__     :  Optional[Any]				,							UpperCamelCase__     :  Union[str, Any]						):
       # "extended trapezoidal rule"
       # int(f) = dx/2 * (f1 + 2f2 + ... + fn)
       _A      :       int				    = (boundary[1] - boundary[0]) / steps
       _A      :       Any				    = boundary[0]
       _A      :       List[Any]				    = boundary[1]
       _A      :       str				    = make_points(UpperCamelCase__				,							UpperCamelCase__				,							UpperCamelCase__						)
       _A      :       str				    = 0.0
       y += (h / 2.0) * f(UpperCamelCase__						)
       for i in x_i:
              # print(i)
              y += h * f(UpperCamelCase__						)
       y += (h / 2.0) * f(UpperCamelCase__						)
       return y
def 							_UpperCAmelCase				(UpperCamelCase__     :  List[str]				,							UpperCamelCase__     :  Optional[int]				,							UpperCamelCase__     :  Any						):
       _A      :       Optional[int]				    = a + h
       while x < (b - h):
              yield x
              _A      :       Dict				    = x + h
def 							_UpperCAmelCase				(UpperCamelCase__     :  Optional[int]						):  # enter your function here
       _A      :       Any				    = (x - 0) * (x - 0)
       return y
def 							_UpperCAmelCase				():
       _A      :       Optional[Any]				    = 0.0  # Lower bound of integration
       _A      :       Optional[int]				    = 1.0  # Upper bound of integration
       _A      :       List[Any]				    = 10.0  # define number of steps or resolution
       _A      :       Any				    = [a, b]  # define boundary of integration
       _A      :       Tuple				    = method_a(UpperCamelCase__				,							UpperCamelCase__						)
       print(f"y = {y}"						)


if __name__ == "__main__":
    main()
