


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 A__     ( _lowercase				,		unittest.TestCase  ):



  """simple docstring"""



  _lowercase									=		RoCBertTokenizer
  _lowercase									=		None
  _lowercase									=		False
  _lowercase									=		True
  _lowercase									=		filter_non_english

  def    _UpperCamelCase( self			:  Tuple       ):
        super().setUp()

        a__	:  str     =   ["[UNK]", "[CLS]", "[SEP]", "[PAD]", "[MASK]", "你", "好", "是", "谁", "a", "b", "c", "d"]
        a__	:  Tuple     =   {}
        a__	:  Optional[int]     =   {}
        for i, value in enumerate(_snake_case       ):
              a__	:  int     =   i
              a__	:  Dict     =   i
        a__	:  Optional[int]     =   os.path.join(self.tmpdirname				,				VOCAB_FILES_NAMES["vocab_file"]       )
        a__	:  Optional[int]     =   os.path.join(self.tmpdirname				,				VOCAB_FILES_NAMES["word_shape_file"]       )
        a__	:  List[Any]     =   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(_snake_case				,				_snake_case				,				ensure_ascii=_snake_case       )
        with open(self.word_pronunciation_file				,				"w"				,				encoding="utf-8"       ) as word_pronunciation_writer:
              json.dump(_snake_case				,				_snake_case				,				ensure_ascii=_snake_case       )

  def    _UpperCamelCase( self			:  Optional[Any]       ):
        a__	:  Optional[int]     =   self.tokenizer_class(self.vocab_file				,				self.word_shape_file				,				self.word_pronunciation_file       )

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

  def    _UpperCamelCase( self			:  List[Any]       ):
        a__	:  Union[str, Any]     =   RoCBertBasicTokenizer()

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

  def    _UpperCamelCase( self			:  List[Any]       ):
        a__	:  Any     =   RoCBertBasicTokenizer(do_lower_case=_snake_case       )

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

  def    _UpperCamelCase( self			:  List[Any]       ):
        a__	:  Dict     =   RoCBertBasicTokenizer(do_lower_case=_snake_case				,				strip_accents=_snake_case       )

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

  def    _UpperCamelCase( self			:  List[str]       ):
        a__	:  Dict     =   RoCBertBasicTokenizer(do_lower_case=_snake_case				,				strip_accents=_snake_case       )

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

  def    _UpperCamelCase( self			:  List[Any]       ):
        a__	:  int     =   RoCBertBasicTokenizer(do_lower_case=_snake_case       )

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

  def    _UpperCamelCase( self			:  Union[str, Any]       ):
        a__	:  Dict     =   RoCBertBasicTokenizer(do_lower_case=_snake_case       )

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

  def    _UpperCamelCase( self			:  Optional[Any]       ):
        a__	:  str     =   RoCBertBasicTokenizer(do_lower_case=_snake_case				,				strip_accents=_snake_case       )

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

  def    _UpperCamelCase( self			:  Optional[Any]       ):
        a__	:  Optional[int]     =   RoCBertBasicTokenizer(do_lower_case=_snake_case				,				strip_accents=_snake_case       )

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

  def    _UpperCamelCase( self			:  List[str]       ):
        a__	:  Optional[Any]     =   RoCBertBasicTokenizer(do_lower_case=_snake_case				,				never_split=["[UNK]"]       )

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

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

        a__	:  str     =   {}
        for i, token in enumerate(_snake_case       ):
              a__	:  str     =   i
        a__	:  str     =   RoCBertWordpieceTokenizer(vocab=_snake_case				,				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			:  Dict       ):
        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			:  List[Any]       ):
        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			:  Optional[int]       ):
        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			:  Optional[int]       ):
        a__	:  Dict     =   self.get_tokenizer()

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

        if self.test_rust_tokenizer:
              a__	:  str     =   self.get_rust_tokenizer()
              self.assertListEqual(
                  [rust_tokenizer.tokenize(_snake_case       ) for t in ["Test", "\xad", "test"]]				,				[["[UNK]"], [], ["[UNK]"]]       )

  def    _UpperCamelCase( self			:  Union[str, Any]       ):
        for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
              with self.subTest(f'''{tokenizer.__class__.__name__} ({pretrained_name})'''       ):
                    a__	:  Union[str, Any]     =   self.rust_tokenizer_class.from_pretrained(_snake_case				,				**_snake_case       )

                    a__	:  str     =   f'''A, naïve {tokenizer_r.mask_token} AllenNLP sentence.'''
                    a__	:  Dict     =   tokenizer_r.encode_plus(
                        _snake_case				,				return_attention_mask=_snake_case				,				return_token_type_ids=_snake_case				,				return_offsets_mapping=_snake_case				,				add_special_tokens=_snake_case				,				)

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

                    a__	:  Any     =   tokenizer_p.encode(_snake_case				,				add_special_tokens=_snake_case       )
                    a__	:  Dict     =   tokenizer_r.encode(_snake_case				,				add_special_tokens=_snake_case       )

                    a__	:  List[str]     =   tokenizer_r.convert_ids_to_tokens(_snake_case       )
                    a__	:  str     =   tokenizer_p.convert_ids_to_tokens(_snake_case       )

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

                    a__	:  Optional[Any]     =   False
                    a__	:  Tuple     =   self.rust_tokenizer_class.from_pretrained(_snake_case				,				**_snake_case       )
                    a__	:  str     =   self.tokenizer_class.from_pretrained(_snake_case				,				**_snake_case       )

                    a__	:  Optional[int]     =   tokenizer_r.encode(_snake_case				,				add_special_tokens=_snake_case       )
                    a__	:  Dict     =   tokenizer_p.encode(_snake_case				,				add_special_tokens=_snake_case       )

                    a__	:  Optional[int]     =   tokenizer_r.convert_ids_to_tokens(_snake_case       )
                    a__	:  Dict     =   tokenizer_p.convert_ids_to_tokens(_snake_case       )

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

  @slow
  def    _UpperCamelCase( self			:  int       ):
        a__	:  List[Any]     =   self.tokenizer_class(self.vocab_file				,				self.word_shape_file				,				self.word_pronunciation_file       )

        a__	:  Union[str, Any]     =   tokenizer.encode("你好"				,				add_special_tokens=_snake_case       )
        a__	:  List[str]     =   tokenizer.encode("你是谁"				,				add_special_tokens=_snake_case       )

        a__	:  Dict     =   tokenizer.build_inputs_with_special_tokens(_snake_case       )
        a__	:  Tuple     =   tokenizer.build_inputs_with_special_tokens(_snake_case				,				_snake_case       )

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

  def    _UpperCamelCase( self			:  Any       ):
        a__	:  Optional[Any]     =   self.get_tokenizers(do_lower_case=_snake_case       )
        for tokenizer in tokenizers:
              with self.subTest(f'''{tokenizer.__class__.__name__}'''       ):
                    a__	:  Dict     =   "你好，你是谁"
                    a__	:  Union[str, Any]     =   tokenizer.tokenize(_snake_case       )
                    a__	:  Optional[int]     =   tokenizer.convert_tokens_to_ids(_snake_case       )
                    a__	:  Dict     =   tokenizer.convert_tokens_to_shape_ids(_snake_case       )
                    a__	:  Any     =   tokenizer.convert_tokens_to_pronunciation_ids(_snake_case       )
                    a__	:  Union[str, Any]     =   tokenizer.prepare_for_model(
                        _snake_case				,				_snake_case				,				_snake_case				,				add_special_tokens=_snake_case       )

                    a__	:  Union[str, Any]     =   tokenizer.encode_plus(_snake_case				,				add_special_tokens=_snake_case       )

                    self.assertEqual(_snake_case				,				_snake_case       )



"""simple docstring"""





from __future__ import annotations
def 				A_  (__a					):

					'''simple docstring'''





					A_								=    0.00
					A_								=    0
					for resistor in resistors:
										if resistor <= 0:
															A_								=    f'Resistor at index {index} has a negative or zero value!'
															raise ValueError(__a					)
										first_sum += 1 / float(__a					)
										index += 1
					return 1 / first_sum
def 				A_  (__a					):

					'''simple docstring'''





					A_								=    0.00
					A_								=    0
					for resistor in resistors:
										sum_r += resistor
										if resistor < 0:
															A_								=    f'Resistor at index {index} has a negative value!'
															raise ValueError(__a					)
										index += 1
					return sum_r


if __name__ == "__main__":
		import doctest

		doctest.testmod()




