





import os
import unittest

from transformers import MobileBertTokenizer, MobileBertTokenizerFast
from transformers.models.bert.tokenization_bert import (
    VOCAB_FILES_NAMES,
    BasicTokenizer,
    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 						UpperCamelCase_  (  snake_case__  ,     unittest.TestCase							):
					_a      :						Optional[int]						    =					MobileBertTokenizer
					_a      :						List[Any]						    =					MobileBertTokenizerFast
					_a      :						Optional[Any]						    =					True
					_a      :						Dict						    =					True
					_a      :						List[Any]						    =					filter_non_english
					_a      :						List[str]						    =					'google/mobilebert-uncased'



					def   __a     (		self     :     Any						):
							super().setUp()

							lowerCamelCase_	:     int 						=      [
							    '[UNK]',
							    '[CLS]',
							    '[SEP]',
							    '[PAD]',
							    '[MASK]',
							    'want',
							    '##want',
							    '##ed',
							    'wa',
							    'un',
							    'runn',
							    '##ing',
							    ',',
							    'low',
							    'lowest',
							]
							lowerCamelCase_	:     Dict 						=      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]						)						)

							lowerCamelCase_	:     List[Any] 						=      [
							    (tokenizer_def[0], self.pre_trained_model_path, tokenizer_def[2])  # else the 'google/' prefix is stripped
							    for tokenizer_def in self.tokenizers_list
							]



					def   __a     (		self     :     Optional[Any]       ,      lowerCamelCase     :     str						):
							lowerCamelCase_	:     Optional[Any] 						=      'UNwant\u00E9d,running'
							lowerCamelCase_	:     Optional[int] 						=      'unwanted, running'
							return input_text, output_text



					def   __a     (		self     :     Optional[int]						):
							lowerCamelCase_	:     int 						=      self.tokenizer_class(self.vocab_file						)

							lowerCamelCase_	:     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     :     List[str]						):
							if not self.test_rust_tokenizer:
									return

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

							lowerCamelCase_	:     Any 						=      'UNwant\u00E9d,running'

							lowerCamelCase_	:     Union[str, Any] 						=      tokenizer.tokenize(lowerCamelCase						)
							lowerCamelCase_	:     Optional[Any] 						=      rust_tokenizer.tokenize(lowerCamelCase						)
							self.assertListEqual(lowerCamelCase       ,      lowerCamelCase						)

							lowerCamelCase_	:     Optional[Any] 						=      tokenizer.encode(lowerCamelCase       ,      add_special_tokens=lowerCamelCase						)
							lowerCamelCase_	:     Any 						=      rust_tokenizer.encode(lowerCamelCase       ,      add_special_tokens=lowerCamelCase						)
							self.assertListEqual(lowerCamelCase       ,      lowerCamelCase						)

							lowerCamelCase_	:     str 						=      self.get_rust_tokenizer()
							lowerCamelCase_	:     int 						=      tokenizer.encode(lowerCamelCase						)
							lowerCamelCase_	:     Optional[Any] 						=      rust_tokenizer.encode(lowerCamelCase						)
							self.assertListEqual(lowerCamelCase       ,      lowerCamelCase						)

							# With lower casing
							lowerCamelCase_	:     Optional[int] 						=      self.get_tokenizer(do_lower_case=lowerCamelCase						)
							lowerCamelCase_	:     Optional[int] 						=      self.get_rust_tokenizer(do_lower_case=lowerCamelCase						)

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

							lowerCamelCase_	:     Optional[Any] 						=      tokenizer.tokenize(lowerCamelCase						)
							lowerCamelCase_	:     int 						=      rust_tokenizer.tokenize(lowerCamelCase						)
							self.assertListEqual(lowerCamelCase       ,      lowerCamelCase						)

							lowerCamelCase_	:     Tuple 						=      tokenizer.encode(lowerCamelCase       ,      add_special_tokens=lowerCamelCase						)
							lowerCamelCase_	:     Dict 						=      rust_tokenizer.encode(lowerCamelCase       ,      add_special_tokens=lowerCamelCase						)
							self.assertListEqual(lowerCamelCase       ,      lowerCamelCase						)

							lowerCamelCase_	:     int 						=      self.get_rust_tokenizer()
							lowerCamelCase_	:     Union[str, Any] 						=      tokenizer.encode(lowerCamelCase						)
							lowerCamelCase_	:     Dict 						=      rust_tokenizer.encode(lowerCamelCase						)
							self.assertListEqual(lowerCamelCase       ,      lowerCamelCase						)



					def   __a     (		self     :     List[str]						):
							lowerCamelCase_	:     List[str] 						=      BasicTokenizer()

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



					def   __a     (		self     :     Any						):
							lowerCamelCase_	:     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     :     List[Any]						):
							lowerCamelCase_	:     Optional[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     :     List[str]						):
							lowerCamelCase_	:     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   __a     (		self     :     str						):
							lowerCamelCase_	:     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     :     List[str]						):
							lowerCamelCase_	:     Dict 						=      BasicTokenizer(do_lower_case=lowerCamelCase						)

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



					def   __a     (		self     :     List[Any]						):
							lowerCamelCase_	:     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     :     Any						):
							lowerCamelCase_	:     int 						=      BasicTokenizer(do_lower_case=lowerCamelCase       ,      strip_accents=lowerCamelCase						)

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



					def   __a     (		self     :     Tuple						):
							lowerCamelCase_	:     str 						=      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     :     int						):
							lowerCamelCase_	:     List[str] 						=      ['[UNK]', '[CLS]', '[SEP]', 'want', '##want', '##ed', 'wa', 'un', 'runn', '##ing']

							lowerCamelCase_	:     Tuple 						=      {}
							for i, token in enumerate(lowerCamelCase						):
									lowerCamelCase_	:     Tuple 						=      i
							lowerCamelCase_	:     int 						=      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     :     Tuple						):
							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     :     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   __a     (		self     :     List[Any]						):
							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     :     Optional[int]						):
							lowerCamelCase_	:     Any 						=      self.get_tokenizer()
							lowerCamelCase_	:     Optional[Any] 						=      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     :     Union[str, Any]						):
							lowerCamelCase_	:     Union[str, Any] 						=      self.tokenizer_class.from_pretrained('google/mobilebert-uncased'						)

							lowerCamelCase_	:     List[str] 						=      tokenizer.encode('sequence builders'       ,      add_special_tokens=lowerCamelCase						)
							lowerCamelCase_	:     int 						=      tokenizer.encode('multi-sequence build'       ,      add_special_tokens=lowerCamelCase						)

							lowerCamelCase_	:     Any 						=      tokenizer.build_inputs_with_special_tokens(lowerCamelCase						)
							lowerCamelCase_	:     str 						=      tokenizer.build_inputs_with_special_tokens(lowerCamelCase       ,      lowerCamelCase						)

							assert encoded_sentence == [1_01] + text + [1_02]
							assert encoded_pair == [1_01] + text + [1_02] + text_a + [1_02]



					def   __a     (		self     :     int						):
							for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
									with self.subTest(F"{tokenizer.__class__.__name__} ({pretrained_name})"						):
											lowerCamelCase_	:     Optional[int] 						=      self.rust_tokenizer_class.from_pretrained(lowerCamelCase       ,      **lowerCamelCase						)

											lowerCamelCase_	:     List[Any] 						=      F"A, naïve {tokenizer_r.mask_token} AllenNLP sentence."
											lowerCamelCase_	:     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       ,      )

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

											lowerCamelCase_	:     Optional[Any] 						=      tokenizer_p.encode(lowerCamelCase       ,      add_special_tokens=lowerCamelCase						)
											lowerCamelCase_	:     List[str] 						=      tokenizer_r.encode(lowerCamelCase       ,      add_special_tokens=lowerCamelCase						)

											lowerCamelCase_	:     Any 						=      tokenizer_r.convert_ids_to_tokens(lowerCamelCase						)
											lowerCamelCase_	:     str 						=      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_	:     Optional[Any] 						=      False
											lowerCamelCase_	:     Optional[int] 						=      self.rust_tokenizer_class.from_pretrained(lowerCamelCase       ,      **lowerCamelCase						)
											lowerCamelCase_	:     Any 						=      self.tokenizer_class.from_pretrained(lowerCamelCase       ,      **lowerCamelCase						)

											lowerCamelCase_	:     List[Any] 						=      tokenizer_r.encode(lowerCamelCase       ,      add_special_tokens=lowerCamelCase						)
											lowerCamelCase_	:     Tuple 						=      tokenizer_p.encode(lowerCamelCase       ,      add_special_tokens=lowerCamelCase						)

											lowerCamelCase_	:     Optional[int] 						=      tokenizer_r.convert_ids_to_tokens(lowerCamelCase						)
											lowerCamelCase_	:     List[str] 						=      tokenizer_p.convert_ids_to_tokens(lowerCamelCase						)

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







def 		_SCREAMING_SNAKE_CASE     ( lowerCAmelCase__=2_81_23						):
		lowerCamelCase_	:     Any 						=      [1] * (limit + 1)

		for i in range(2							,int(limit**0.5						) + 1						):
				sum_divs[i * i] += i
				for k in range(i + 1							,limit // i + 1						):
						sum_divs[k * i] += k + i

		lowerCamelCase_	:     List[str] 						=      set()
		lowerCamelCase_	:     List[str] 						=      0

		for n in range(1							,limit + 1						):
				if sum_divs[n] > n:
						abundants.add(lowerCAmelCase__						)

				if not any((n - a in abundants) for a in abundants						):
						res += n

		return res


if __name__ == "__main__":
		print(solution())
