





"""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 						__snake_case   (						SCREAMING_SNAKE_CASE__				,				unittest.TestCase	):





 """simple docstring"""


 _lowerCamelCase								=	BertTokenizer
 _lowerCamelCase								=	BertTokenizerFast
 _lowerCamelCase								=	True
 _lowerCamelCase								=	True
 _lowerCamelCase								=	filter_non_english

 def    UpperCamelCase__(       self    ):



     '''simple docstring'''




     super().setUp()

     __A       :		Optional[Any]							=	[
         '''[UNK]''',
         '''[CLS]''',
         '''[SEP]''',
         '''[PAD]''',
         '''[MASK]''',
         '''want''',
         '''##want''',
         '''##ed''',
         '''wa''',
         '''un''',
         '''runn''',
         '''##ing''',
         ''',''',
         '''low''',
         '''lowest''',
     ]
     __A       :		List[str]							=	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    UpperCamelCase__(       self   ,		__lowerCamelCase    ):



     '''simple docstring'''




     __A       :		Any							=	'''UNwant\u00E9d,running'''
     __A       :		str							=	'''unwanted, running'''
     return input_text, output_text

 def    UpperCamelCase__(       self    ):



     '''simple docstring'''




     __A       :		Optional[Any]							=	self.tokenizer_class(self.vocab_file    )

     __A       :		Union[str, Any]							=	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    ):



     '''simple docstring'''




     if not self.test_rust_tokenizer:
         return

     __A       :		List[str]							=	self.get_tokenizer()
     __A       :		List[str]							=	self.get_rust_tokenizer()

     __A       :		Optional[int]							=	'''UNwant\u00E9d,running'''

     __A       :		Union[str, Any]							=	tokenizer.tokenize(__lowerCamelCase    )
     __A       :		Optional[int]							=	rust_tokenizer.tokenize(__lowerCamelCase    )
     self.assertListEqual(__lowerCamelCase   ,		__lowerCamelCase    )

     __A       :		Tuple							=	tokenizer.encode(__lowerCamelCase   ,		add_special_tokens=__lowerCamelCase    )
     __A       :		Dict							=	rust_tokenizer.encode(__lowerCamelCase   ,		add_special_tokens=__lowerCamelCase    )
     self.assertListEqual(__lowerCamelCase   ,		__lowerCamelCase    )

     __A       :		Dict							=	self.get_rust_tokenizer()
     __A       :		Optional[Any]							=	tokenizer.encode(__lowerCamelCase    )
     __A       :		int							=	rust_tokenizer.encode(__lowerCamelCase    )
     self.assertListEqual(__lowerCamelCase   ,		__lowerCamelCase    )

     # With lower casing
     __A       :		Optional[int]							=	self.get_tokenizer(do_lower_case=__lowerCamelCase    )
     __A       :		Tuple							=	self.get_rust_tokenizer(do_lower_case=__lowerCamelCase    )

     __A       :		Any							=	'''UNwant\u00E9d,running'''

     __A       :		List[Any]							=	tokenizer.tokenize(__lowerCamelCase    )
     __A       :		Any							=	rust_tokenizer.tokenize(__lowerCamelCase    )
     self.assertListEqual(__lowerCamelCase   ,		__lowerCamelCase    )

     __A       :		int							=	tokenizer.encode(__lowerCamelCase   ,		add_special_tokens=__lowerCamelCase    )
     __A       :		List[str]							=	rust_tokenizer.encode(__lowerCamelCase   ,		add_special_tokens=__lowerCamelCase    )
     self.assertListEqual(__lowerCamelCase   ,		__lowerCamelCase    )

     __A       :		Any							=	self.get_rust_tokenizer()
     __A       :		int							=	tokenizer.encode(__lowerCamelCase    )
     __A       :		str							=	rust_tokenizer.encode(__lowerCamelCase    )
     self.assertListEqual(__lowerCamelCase   ,		__lowerCamelCase    )

 def    UpperCamelCase__(       self    ):



     '''simple docstring'''




     __A       :		Optional[int]							=	BasicTokenizer()

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

 def    UpperCamelCase__(       self    ):



     '''simple docstring'''




     __A       :		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    UpperCamelCase__(       self    ):



     '''simple docstring'''




     __A       :		int							=	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    ):



     '''simple docstring'''




     __A       :		Optional[int]							=	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    ):



     '''simple docstring'''




     __A       :		Dict							=	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    ):



     '''simple docstring'''




     __A       :		Union[str, Any]							=	BasicTokenizer(do_lower_case=__lowerCamelCase    )

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

 def    UpperCamelCase__(       self    ):



     '''simple docstring'''




     __A       :		Optional[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    ):



     '''simple docstring'''




     __A       :		Tuple							=	BasicTokenizer(do_lower_case=__lowerCamelCase   ,		strip_accents=__lowerCamelCase    )

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

 def    UpperCamelCase__(       self    ):



     '''simple docstring'''




     __A       :		Dict							=	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    ):



     '''simple docstring'''




     __A       :		List[Any]							=	BasicTokenizer()
     __A       :		str							=	'''a\n\'ll !!to?\'d of, can\'t.'''
     __A       :		List[str]							=	['''a''', '''\'''', '''ll''', '''!''', '''!''', '''to''', '''?''', '''\'''', '''d''', '''of''', ''',''', '''can''', '''\'''', '''t''', '''.''']
     self.assertListEqual(tokenizer.tokenize(__lowerCamelCase    )   ,		__lowerCamelCase    )

 def    UpperCamelCase__(       self    ):



     '''simple docstring'''




     __A       :		str							=	['''[UNK]''', '''[CLS]''', '''[SEP]''', '''want''', '''##want''', '''##ed''', '''wa''', '''un''', '''runn''', '''##ing''']

     __A       :		Optional[int]							=	{}
     for i, token in enumerate(__lowerCamelCase    ):
         __A       :		int							=	i
     __A       :		Tuple							=	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    ):



     '''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    UpperCamelCase__(       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    UpperCamelCase__(       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    UpperCamelCase__(       self    ):



     '''simple docstring'''




     __A       :		str							=	self.get_tokenizer()
     __A       :		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    UpperCamelCase__(       self    ):



     '''simple docstring'''




     __A       :		str							=	self.tokenizer_class.from_pretrained('''bert-base-uncased'''    )

     __A       :		List[Any]							=	tokenizer.encode('''sequence builders'''   ,		add_special_tokens=__lowerCamelCase    )
     __A       :		List[str]							=	tokenizer.encode('''multi-sequence build'''   ,		add_special_tokens=__lowerCamelCase    )

     __A       :		List[str]							=	tokenizer.build_inputs_with_special_tokens(__lowerCamelCase    )
     __A       :		Optional[int]							=	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    ):



     '''simple docstring'''




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

             __A       :		str							=	F"""A, naïve {tokenizer_r.mask_token} AllenNLP sentence."""
             __A       :		Union[str, Any]							=	tokenizer_r.encode_plus(
                 __lowerCamelCase   ,		return_attention_mask=__lowerCamelCase   ,		return_token_type_ids=__lowerCamelCase   ,		return_offsets_mapping=__lowerCamelCase   ,		add_special_tokens=__lowerCamelCase   ,		)

             __A       :		Dict							=	tokenizer_r.do_lower_case if hasattr(__lowerCamelCase   ,		'''do_lower_case'''    ) else False
             __A       :		Dict							=	(
                 [
                     ((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    ):



     '''simple docstring'''




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

             __A       :		Optional[Any]							=	tokenizer_p.encode(__lowerCamelCase   ,		add_special_tokens=__lowerCamelCase    )
             __A       :		str							=	tokenizer_r.encode(__lowerCamelCase   ,		add_special_tokens=__lowerCamelCase    )

             __A       :		List[Any]							=	tokenizer_r.convert_ids_to_tokens(__lowerCamelCase    )
             __A       :		List[Any]							=	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    )

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

             __A       :		List[str]							=	tokenizer_r.encode(__lowerCamelCase   ,		add_special_tokens=__lowerCamelCase    )
             __A       :		str							=	tokenizer_p.encode(__lowerCamelCase   ,		add_special_tokens=__lowerCamelCase    )

             __A       :		Optional[int]							=	tokenizer_r.convert_ids_to_tokens(__lowerCamelCase    )
             __A       :		Dict							=	tokenizer_p.convert_ids_to_tokens(__lowerCamelCase    )

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











"""simple docstring"""



from collections import namedtuple

import requests
from lxml import html  # type: ignore

a_					=     namedtuple("""covid_data""", """cases deaths recovered""")







def 						__lowercase	(  snake_case_    :    str = "https://www.worldometers.info/coronavirus/"		)  ->covid_data:



    '''simple docstring'''







    __A       :		List[str]							=	'''//div[@class = "maincounter-number"]/span/text()'''
    return covid_data(*html.fromstring(requests.get(snake_case_		).content		).xpath(snake_case_		)		)


a_					=     """Total COVID-19 cases in the world: {}
Total deaths due to COVID-19 in the world: {}
Total COVID-19 patients recovered in the world: {}"""




print(fmt.format(*covid_stats()))




