




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     SCREAMING_SNAKE_CASE__		(_a    ,					unittest.TestCase			):
     lowercase_ :      List[Any]				= RoCBertTokenizer
     lowercase_ :      Optional[Any]				= None
     lowercase_ :      int				= False
     lowercase_ :      Tuple				= True
     lowercase_ :      int				= filter_non_english
     def        A__      (						self	:		Optional[Any]						):



       """simple docstring"""
       super().setUp()

       lowerCAmelCase__										=      ['''[UNK]''', '''[CLS]''', '''[SEP]''', '''[PAD]''', '''[MASK]''', '''你''', '''好''', '''是''', '''谁''', '''a''', '''b''', '''c''', '''d''']
       lowerCAmelCase__										=      {}
       lowerCAmelCase__										=      {}
       for i, value in enumerate(__lowerCamelCase						):
         lowerCAmelCase__										=      i
         lowerCAmelCase__										=      i
       lowerCAmelCase__										=      os.path.join(self.tmpdirname       ,						VOCAB_FILES_NAMES['''vocab_file''']						)
       lowerCAmelCase__										=      os.path.join(self.tmpdirname       ,						VOCAB_FILES_NAMES['''word_shape_file''']						)
       lowerCAmelCase__										=      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        A__      (						self	:		Tuple						):



       """simple docstring"""
       lowerCAmelCase__										=      self.tokenizer_class(self.vocab_file       ,						self.word_shape_file       ,						self.word_pronunciation_file						)

       lowerCAmelCase__										=      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        A__      (						self	:		List[str]						):



       """simple docstring"""
       lowerCAmelCase__										=      RoCBertBasicTokenizer()

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



       """simple docstring"""
       lowerCAmelCase__										=      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        A__      (						self	:		int						):



       """simple docstring"""
       lowerCAmelCase__										=      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        A__      (						self	:		Tuple						):



       """simple docstring"""
       lowerCAmelCase__										=      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        A__      (						self	:		Optional[int]						):



       """simple docstring"""
       lowerCAmelCase__										=      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        A__      (						self	:		Dict						):



       """simple docstring"""
       lowerCAmelCase__										=      RoCBertBasicTokenizer(do_lower_case=__lowerCamelCase						)

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



       """simple docstring"""
       lowerCAmelCase__										=      RoCBertBasicTokenizer(do_lower_case=__lowerCamelCase       ,						strip_accents=__lowerCamelCase						)

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



       """simple docstring"""
       lowerCAmelCase__										=      RoCBertBasicTokenizer(do_lower_case=__lowerCamelCase       ,						strip_accents=__lowerCamelCase						)

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



       """simple docstring"""
       lowerCAmelCase__										=      RoCBertBasicTokenizer(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	:		int						):



       """simple docstring"""
       lowerCAmelCase__										=      ['''[UNK]''', '''[CLS]''', '''[SEP]''', '''want''', '''##want''', '''##ed''', '''wa''', '''un''', '''runn''', '''##ing''']

       lowerCAmelCase__										=      {}
       for i, token in enumerate(__lowerCamelCase						):
         lowerCAmelCase__										=      i
       lowerCAmelCase__										=      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        A__      (						self	:		Tuple						):



       """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	:		Dict						):



       """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	:		int						):



       """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	:		Tuple						):



       """simple docstring"""
       lowerCAmelCase__										=      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:
         lowerCAmelCase__										=      self.get_rust_tokenizer()
         self.assertListEqual(
             [rust_tokenizer.tokenize(__lowerCamelCase						) for t in ['''Test''', '''\xad''', '''test''']]       ,						[['''[UNK]'''], [], ['''[UNK]''']]						)
     def        A__      (						self	:		int						):



       """simple docstring"""
       for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
         with self.subTest(F"""{tokenizer.__class__.__name__} ({pretrained_name})"""						):
           lowerCAmelCase__										=      self.rust_tokenizer_class.from_pretrained(__lowerCamelCase       ,						**__lowerCamelCase						)

           lowerCAmelCase__										=      F"""A, naïve {tokenizer_r.mask_token} AllenNLP sentence."""
           lowerCAmelCase__										=      tokenizer_r.encode_plus(
               __lowerCamelCase       ,						return_attention_mask=__lowerCamelCase       ,						return_token_type_ids=__lowerCamelCase       ,						return_offsets_mapping=__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase       ,						)

           lowerCAmelCase__										=      tokenizer_r.do_lower_case if hasattr(__lowerCamelCase       ,						'''do_lower_case'''						) else False
           lowerCAmelCase__										=      (
               [
                   ((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	:		str						):



       """simple docstring"""
       lowerCAmelCase__										=      ['''的''', '''人''', '''有''']
       lowerCAmelCase__										=      ''''''.join(__lowerCamelCase						)
       for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
         with self.subTest(F"""{tokenizer.__class__.__name__} ({pretrained_name})"""						):
           lowerCAmelCase__										=      True
           lowerCAmelCase__										=      self.tokenizer_class.from_pretrained(__lowerCamelCase       ,						**__lowerCamelCase						)
           lowerCAmelCase__										=      self.rust_tokenizer_class.from_pretrained(__lowerCamelCase       ,						**__lowerCamelCase						)

           lowerCAmelCase__										=      tokenizer_p.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)
           lowerCAmelCase__										=      tokenizer_r.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)

           lowerCAmelCase__										=      tokenizer_r.convert_ids_to_tokens(__lowerCamelCase						)
           lowerCAmelCase__										=      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						)

           lowerCAmelCase__										=      False
           lowerCAmelCase__										=      self.rust_tokenizer_class.from_pretrained(__lowerCamelCase       ,						**__lowerCamelCase						)
           lowerCAmelCase__										=      self.tokenizer_class.from_pretrained(__lowerCamelCase       ,						**__lowerCamelCase						)

           lowerCAmelCase__										=      tokenizer_r.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)
           lowerCAmelCase__										=      tokenizer_p.encode(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)

           lowerCAmelCase__										=      tokenizer_r.convert_ids_to_tokens(__lowerCamelCase						)
           lowerCAmelCase__										=      tokenizer_p.convert_ids_to_tokens(__lowerCamelCase						)

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



       """simple docstring"""
       lowerCAmelCase__										=      self.tokenizer_class(self.vocab_file       ,						self.word_shape_file       ,						self.word_pronunciation_file						)

       lowerCAmelCase__										=      tokenizer.encode('''你好'''       ,						add_special_tokens=__lowerCamelCase						)
       lowerCAmelCase__										=      tokenizer.encode('''你是谁'''       ,						add_special_tokens=__lowerCamelCase						)

       lowerCAmelCase__										=      tokenizer.build_inputs_with_special_tokens(__lowerCamelCase						)
       lowerCAmelCase__										=      tokenizer.build_inputs_with_special_tokens(__lowerCamelCase       ,						__lowerCamelCase						)

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



     def        A__      (						self	:		int						):



       """simple docstring"""
       lowerCAmelCase__										=      self.get_tokenizers(do_lower_case=__lowerCamelCase						)
       for tokenizer in tokenizers:
         with self.subTest(F"""{tokenizer.__class__.__name__}"""						):
           lowerCAmelCase__										=      '''你好，你是谁'''
           lowerCAmelCase__										=      tokenizer.tokenize(__lowerCamelCase						)
           lowerCAmelCase__										=      tokenizer.convert_tokens_to_ids(__lowerCamelCase						)
           lowerCAmelCase__										=      tokenizer.convert_tokens_to_shape_ids(__lowerCamelCase						)
           lowerCAmelCase__										=      tokenizer.convert_tokens_to_pronunciation_ids(__lowerCamelCase						)
           lowerCAmelCase__										=      tokenizer.prepare_for_model(
               __lowerCamelCase       ,						__lowerCamelCase       ,						__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)

           lowerCAmelCase__										=      tokenizer.encode_plus(__lowerCamelCase       ,						add_special_tokens=__lowerCamelCase						)

           self.assertEqual(__lowerCamelCase       ,						__lowerCamelCase						)







from __future__ import annotations
def 		a_							( __lowerCAmelCase				):
  if not nums:
    return 0
  lowerCAmelCase__										=      nums[0]
  lowerCAmelCase__										=      0
  for num in nums[1:]:
    lowerCAmelCase__				,      lowerCAmelCase__										=      (
        max_excluding + num,
        max(__lowerCAmelCase   , __lowerCAmelCase				),
    )
  return max(__lowerCAmelCase   , __lowerCAmelCase				)


if __name__ == "__main__":
      import doctest

      doctest.testmod()

