






import os
import pickle
import unittest

from transformers import AutoTokenizer
from transformers.models.bert.tokenization_bert import BertTokenizer
from transformers.models.bert_japanese.tokenization_bert_japanese import (
    VOCAB_FILES_NAMES,
    BertJapaneseTokenizer,
    CharacterTokenizer,
    JumanppTokenizer,
    MecabTokenizer,
    SudachiTokenizer,
    WordpieceTokenizer,
)
from transformers.testing_utils import custom_tokenizers, require_jumanpp, require_sudachi

from ...test_tokenization_common import TokenizerTesterMixin





@custom_tokenizers
class __lowerCamelCase (      __A     ,       unittest.TestCase):





	"""simple docstring"""






	UpperCamelCase__								=      BertJapaneseTokenizer
	UpperCamelCase__								=      False
	UpperCamelCase__								=      True

	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							super().setUp()

							_UpperCAmelCase									=			[
							    '[UNK]',
							    '[CLS]',
							    '[SEP]',
							    'こんにちは',
							    'こん',
							    'にちは',
							    'ばんは',
							    '##こん',
							    '##にちは',
							    '##ばんは',
							    '世界',
							    '##世界',
							    '、',
							    '##、',
							    '。',
							    '##。',
							]

							_UpperCAmelCase									=			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       ,    UpperCAmelCase    ):
							"""simple docstring"""







							_UpperCAmelCase									=			'こんにちは、世界。 \nこんばんは、世界。'
							_UpperCAmelCase									=			'こんにちは 、 世界 。 こんばんは 、 世界 。'
							return input_text, output_text

	def        UpperCamelCase    (							self       ,    UpperCAmelCase    ):
							"""simple docstring"""







							_UpperCAmelCase					, _UpperCAmelCase									=			self.get_input_output_texts(_UpperCamelCase    )
							_UpperCAmelCase									=			tokenizer.encode(_UpperCamelCase       ,    add_special_tokens=_UpperCamelCase    )
							_UpperCAmelCase									=			tokenizer.decode(_UpperCamelCase       ,    clean_up_tokenization_spaces=_UpperCamelCase    )
							return text, ids

	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							pass  # TODO add if relevant

	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							pass  # TODO add if relevant

	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							pass  # TODO add if relevant

	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			self.tokenizer_class(self.vocab_file    )

							_UpperCAmelCase									=			tokenizer.tokenize('こんにちは、世界。\nこんばんは、世界。'    )
							self.assertListEqual(_UpperCamelCase       ,    ['こんにちは', '、', '世界', '。', 'こん', '##ばんは', '、', '世界', '。']    )
							self.assertListEqual(tokenizer.convert_tokens_to_ids(_UpperCamelCase    )       ,    [3, 12, 10, 14, 4, 9, 12, 10, 14]    )

	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			self.tokenizer_class(self.vocab_file       ,    word_tokenizer_type='mecab'    )
							self.assertIsNotNone(_UpperCamelCase    )

							_UpperCAmelCase									=			'こんにちは、世界。\nこんばんは、世界。'
							_UpperCAmelCase									=			tokenizer.tokenize(_UpperCamelCase    )
							self.assertListEqual(_UpperCamelCase       ,    ['こんにちは', '、', '世界', '。', 'こん', '##ばんは', '、', '世界', '。']    )
							self.assertListEqual(tokenizer.convert_tokens_to_ids(_UpperCamelCase    )       ,    [3, 12, 10, 14, 4, 9, 12, 10, 14]    )

							_UpperCAmelCase									=			os.path.join(self.tmpdirname       ,    'tokenizer.bin'    )
							with open(_UpperCamelCase       ,    'wb'    ) as handle:
													pickle.dump(_UpperCamelCase       ,    _UpperCamelCase    )

							with open(_UpperCamelCase       ,    'rb'    ) as handle:
													_UpperCAmelCase									=			pickle.load(_UpperCamelCase    )

							_UpperCAmelCase									=			tokenizer_new.tokenize(_UpperCamelCase    )

							self.assertListEqual(_UpperCamelCase       ,    _UpperCamelCase    )

	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			MecabTokenizer(mecab_dic='ipadic'    )

							self.assertListEqual(
							    tokenizer.tokenize(' \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  '    )       ,    ['アップルストア', 'で', 'iPhone', '8', 'が', '発売', 'さ', 'れ', 'た', '。']       ,    )

	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							try:
													_UpperCAmelCase									=			MecabTokenizer(mecab_dic='unidic_lite'    )
							except ModuleNotFoundError:
													return

							self.assertListEqual(
							    tokenizer.tokenize(' \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  '    )       ,    ['アップル', 'ストア', 'で', 'iPhone', '8', 'が', '発売', 'さ', 'れ', 'た', '。']       ,    )

	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							try:
													_UpperCAmelCase									=			MecabTokenizer(mecab_dic='unidic'    )
							except ModuleNotFoundError:
													return

							self.assertListEqual(
							    tokenizer.tokenize(' \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  '    )       ,    ['アップル', 'ストア', 'で', 'iPhone', '8', 'が', '発売', 'さ', 'れ', 'た', '。']       ,    )

	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			MecabTokenizer(do_lower_case=_UpperCamelCase       ,    mecab_dic='ipadic'    )

							self.assertListEqual(
							    tokenizer.tokenize(' \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  '    )       ,    ['アップルストア', 'で', 'iphone', '8', 'が', '発売', 'さ', 'れ', 'た', '。']       ,    )

	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							try:
													_UpperCAmelCase									=			MecabTokenizer(
													    do_lower_case=_UpperCamelCase       ,    normalize_text=_UpperCamelCase       ,    mecab_option='-d /usr/local/lib/mecab/dic/jumandic'    )
							except RuntimeError:
													# if dict doesn't exist in the system, previous code raises this error.
													return

							self.assertListEqual(
							    tokenizer.tokenize(' \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  '    )       ,    ['ｱｯﾌﾟﾙストア', 'で', 'iPhone', '８', 'が', '発売', 'さ', 'れた', '\u3000', '。']       ,    )

	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			MecabTokenizer(normalize_text=_UpperCamelCase       ,    mecab_dic='ipadic'    )

							self.assertListEqual(
							    tokenizer.tokenize(' \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  '    )       ,    ['ｱｯﾌﾟﾙストア', 'で', 'iPhone', '８', 'が', '発売', 'さ', 'れ', 'た', '　', '。']       ,    )

	@require_sudachi
	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			self.tokenizer_class(self.vocab_file       ,    word_tokenizer_type='sudachi'    )
							self.assertIsNotNone(_UpperCamelCase    )

							_UpperCAmelCase									=			'こんにちは、世界。\nこんばんは、世界。'
							_UpperCAmelCase									=			tokenizer.tokenize(_UpperCamelCase    )
							self.assertListEqual(_UpperCamelCase       ,    ['こんにちは', '、', '世界', '。', 'こん', '##ばんは', '、', '世界', '。']    )
							self.assertListEqual(tokenizer.convert_tokens_to_ids(_UpperCamelCase    )       ,    [3, 12, 10, 14, 4, 9, 12, 10, 14]    )

							_UpperCAmelCase									=			os.path.join(self.tmpdirname       ,    'tokenizer.bin'    )
							with open(_UpperCamelCase       ,    'wb'    ) as handle:
													pickle.dump(_UpperCamelCase       ,    _UpperCamelCase    )

							with open(_UpperCamelCase       ,    'rb'    ) as handle:
													_UpperCAmelCase									=			pickle.load(_UpperCamelCase    )

							_UpperCAmelCase									=			tokenizer_new.tokenize(_UpperCamelCase    )

							self.assertListEqual(_UpperCamelCase       ,    _UpperCamelCase    )

	@require_sudachi
	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			SudachiTokenizer(sudachi_dict_type='core'    )

							self.assertListEqual(
							    tokenizer.tokenize(' \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  '    )       ,    [' ', '\t', 'アップル', 'ストア', 'で', 'iPhone', '8', ' ', 'が', ' ', ' ', '\n ', '発売', 'さ', 'れ', 'た', ' ', '。', ' ', ' ']       ,    )

	@require_sudachi
	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			SudachiTokenizer(sudachi_dict_type='core'       ,    sudachi_split_mode='A'    )

							self.assertListEqual(tokenizer.tokenize('外国人参政権'    )       ,    ['外国', '人', '参政', '権']    )

	@require_sudachi
	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			SudachiTokenizer(sudachi_dict_type='core'       ,    sudachi_split_mode='B'    )

							self.assertListEqual(tokenizer.tokenize('外国人参政権'    )       ,    ['外国人', '参政権']    )

	@require_sudachi
	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			SudachiTokenizer(sudachi_dict_type='core'       ,    sudachi_split_mode='C'    )

							self.assertListEqual(tokenizer.tokenize('外国人参政権'    )       ,    ['外国人参政権']    )

	@require_sudachi
	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			SudachiTokenizer(do_lower_case=_UpperCamelCase       ,    sudachi_dict_type='core'    )

							self.assertListEqual(
							    tokenizer.tokenize(' \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  '    )       ,    [' ', '\t', 'アップル', 'ストア', 'で', 'iphone', '8', ' ', 'が', ' ', ' ', '\n ', '発売', 'さ', 'れ', 'た', ' ', '。', ' ', ' ']       ,    )

	@require_sudachi
	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			SudachiTokenizer(normalize_text=_UpperCamelCase       ,    sudachi_dict_type='core'    )

							self.assertListEqual(
							    tokenizer.tokenize(' \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  '    )       ,    [' ', '\t', 'ｱｯﾌﾟﾙ', 'ストア', 'で', 'iPhone', '８', ' ', 'が', ' ', ' ', '\n ', '発売', 'さ', 'れ', 'た', '\u3000', '。', ' ', ' ']       ,    )

	@require_sudachi
	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			SudachiTokenizer(trim_whitespace=_UpperCamelCase       ,    sudachi_dict_type='core'    )

							self.assertListEqual(
							    tokenizer.tokenize(' \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  '    )       ,    ['アップル', 'ストア', 'で', 'iPhone', '8', 'が', '発売', 'さ', 'れ', 'た', '。']       ,    )

	@require_jumanpp
	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			self.tokenizer_class(self.vocab_file       ,    word_tokenizer_type='jumanpp'    )
							self.assertIsNotNone(_UpperCamelCase    )

							_UpperCAmelCase									=			'こんにちは、世界。\nこんばんは、世界。'
							_UpperCAmelCase									=			tokenizer.tokenize(_UpperCamelCase    )
							self.assertListEqual(_UpperCamelCase       ,    ['こんにちは', '、', '世界', '。', 'こん', '##ばんは', '、', '世界', '。']    )
							self.assertListEqual(tokenizer.convert_tokens_to_ids(_UpperCamelCase    )       ,    [3, 12, 10, 14, 4, 9, 12, 10, 14]    )

							_UpperCAmelCase									=			os.path.join(self.tmpdirname       ,    'tokenizer.bin'    )
							with open(_UpperCamelCase       ,    'wb'    ) as handle:
													pickle.dump(_UpperCamelCase       ,    _UpperCamelCase    )

							with open(_UpperCamelCase       ,    'rb'    ) as handle:
													_UpperCAmelCase									=			pickle.load(_UpperCamelCase    )

							_UpperCAmelCase									=			tokenizer_new.tokenize(_UpperCamelCase    )

							self.assertListEqual(_UpperCamelCase       ,    _UpperCamelCase    )

	@require_jumanpp
	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			JumanppTokenizer()

							self.assertListEqual(
							    tokenizer.tokenize(' \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  '    )       ,    ['アップル', 'ストア', 'で', 'iPhone', '8', '\u3000', 'が', '\u3000', '\u3000', '\u3000', '発売', 'さ', 'れた', '\u3000', '。']       ,    )

	@require_jumanpp
	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			JumanppTokenizer(do_lower_case=_UpperCamelCase    )

							self.assertListEqual(
							    tokenizer.tokenize(' \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  '    )       ,    ['アップル', 'ストア', 'で', 'iphone', '8', '\u3000', 'が', '\u3000', '\u3000', '\u3000', '発売', 'さ', 'れた', '\u3000', '。']       ,    )

	@require_jumanpp
	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			JumanppTokenizer(normalize_text=_UpperCamelCase    )

							self.assertListEqual(
							    tokenizer.tokenize(' \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  '    )       ,    ['ｱ', 'ｯ', 'ﾌ', 'ﾟ', 'ﾙ', 'ストア', 'で', 'iPhone', '８', '\u3000', 'が', '\u3000', '\u3000', '\u3000', '発売', 'さ', 'れた', '\u3000', '。']       ,    )

	@require_jumanpp
	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			JumanppTokenizer(trim_whitespace=_UpperCamelCase    )

							self.assertListEqual(
							    tokenizer.tokenize(' \tｱｯﾌﾟﾙストアでiPhone８ が  \n 発売された　。  '    )       ,    ['アップル', 'ストア', 'で', 'iPhone', '8', 'が', '発売', 'さ', 'れた', '。']       ,    )

	@require_jumanpp
	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			JumanppTokenizer()

							self.assertListEqual(
							    tokenizer.tokenize('ありがとうございますm(_ _)ｍ見つけるのが大変です。'    )       ,    ['ありがとう', 'ございます', 'm(_ _)m', '見つける', 'の', 'が', '大変です', '。']       ,    )

	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			['[UNK]', '[CLS]', '[SEP]', 'こんにちは', 'こん', 'にちは', 'ばんは', '##こん', '##にちは', '##ばんは']

							_UpperCAmelCase									=			{}
							for i, token in enumerate(_UpperCamelCase    ):
													_UpperCAmelCase									=			i
							_UpperCAmelCase									=			WordpieceTokenizer(vocab=_UpperCamelCase       ,    unk_token='[UNK]'    )

							self.assertListEqual(tokenizer.tokenize(''    )       ,    []    )

							self.assertListEqual(tokenizer.tokenize('こんにちは'    )       ,    ['こんにちは']    )

							self.assertListEqual(tokenizer.tokenize('こんばんは'    )       ,    ['こん', '##ばんは']    )

							self.assertListEqual(tokenizer.tokenize('こんばんは こんばんにちは こんにちは'    )       ,    ['こん', '##ばんは', '[UNK]', 'こんにちは']    )

	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			BertJapaneseTokenizer.from_pretrained('nlp-waseda/roberta-base-japanese-with-auto-jumanpp'    )
							_UpperCAmelCase									=			tokenizer.subword_tokenizer

							_UpperCAmelCase									=			subword_tokenizer.tokenize('国境 の 長い トンネル を 抜ける と 雪国 であった 。'    )
							self.assertListEqual(_UpperCamelCase       ,    ['▁国境', '▁の', '▁長い', '▁トンネル', '▁を', '▁抜ける', '▁と', '▁雪', '国', '▁であった', '▁。']    )

							_UpperCAmelCase									=			subword_tokenizer.tokenize('こんばんは こんばん にち は こんにちは'    )
							self.assertListEqual(_UpperCamelCase       ,    ['▁こん', 'ばん', 'は', '▁こん', 'ばん', '▁に', 'ち', '▁は', '▁こんにちは']    )

	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			self.tokenizer_class.from_pretrained('cl-tohoku/bert-base-japanese'    )

							_UpperCAmelCase									=			tokenizer.encode('ありがとう。'       ,    add_special_tokens=_UpperCamelCase    )
							_UpperCAmelCase									=			tokenizer.encode('どういたしまして。'       ,    add_special_tokens=_UpperCamelCase    )

							_UpperCAmelCase									=			tokenizer.build_inputs_with_special_tokens(_UpperCamelCase    )
							_UpperCAmelCase									=			tokenizer.build_inputs_with_special_tokens(_UpperCamelCase       ,    _UpperCamelCase    )

							# 2 is for "[CLS]", 3 is for "[SEP]"
							assert encoded_sentence == [2] + text + [3]
							assert encoded_pair == [2] + text + [3] + text_a + [3]





@custom_tokenizers
class __lowerCamelCase (      __A     ,       unittest.TestCase):





	"""simple docstring"""






	UpperCamelCase__								=      BertJapaneseTokenizer
	UpperCamelCase__								=      False

	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							super().setUp()

							_UpperCAmelCase									=			['[UNK]', '[CLS]', '[SEP]', 'こ', 'ん', 'に', 'ち', 'は', 'ば', '世', '界', '、', '。']

							_UpperCAmelCase									=			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       ,    **UpperCAmelCase    ):
							"""simple docstring"""







							return BertJapaneseTokenizer.from_pretrained(self.tmpdirname       ,    subword_tokenizer_type='character'       ,    **_UpperCamelCase    )

	def        UpperCamelCase    (							self       ,    UpperCAmelCase    ):
							"""simple docstring"""







							_UpperCAmelCase									=			'こんにちは、世界。 \nこんばんは、世界。'
							_UpperCAmelCase									=			'こ ん に ち は 、 世 界 。 こ ん ば ん は 、 世 界 。'
							return input_text, output_text

	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							pass  # TODO add if relevant

	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							pass  # TODO add if relevant

	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							pass  # TODO add if relevant

	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			self.tokenizer_class(self.vocab_file       ,    subword_tokenizer_type='character'    )

							_UpperCAmelCase									=			tokenizer.tokenize('こんにちは、世界。 \nこんばんは、世界。'    )
							self.assertListEqual(
							    _UpperCamelCase       ,    ['こ', 'ん', 'に', 'ち', 'は', '、', '世', '界', '。', 'こ', 'ん', 'ば', 'ん', 'は', '、', '世', '界', '。']    )
							self.assertListEqual(
							    tokenizer.convert_tokens_to_ids(_UpperCamelCase    )       ,    [3, 4, 5, 6, 7, 11, 9, 10, 12, 3, 4, 8, 4, 7, 11, 9, 10, 12]    )

	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			['[UNK]', '[CLS]', '[SEP]', 'こ', 'ん', 'に', 'ち', 'は', 'ば', '世', '界', '、', '。']

							_UpperCAmelCase									=			{}
							for i, token in enumerate(_UpperCamelCase    ):
													_UpperCAmelCase									=			i
							_UpperCAmelCase									=			CharacterTokenizer(vocab=_UpperCamelCase       ,    unk_token='[UNK]'    )

							self.assertListEqual(tokenizer.tokenize(''    )       ,    []    )

							self.assertListEqual(tokenizer.tokenize('こんにちは'    )       ,    ['こ', 'ん', 'に', 'ち', 'は']    )

							self.assertListEqual(tokenizer.tokenize('こんにちほ'    )       ,    ['こ', 'ん', 'に', 'ち', '[UNK]']    )

	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			self.tokenizer_class.from_pretrained('cl-tohoku/bert-base-japanese-char'    )

							_UpperCAmelCase									=			tokenizer.encode('ありがとう。'       ,    add_special_tokens=_UpperCamelCase    )
							_UpperCAmelCase									=			tokenizer.encode('どういたしまして。'       ,    add_special_tokens=_UpperCamelCase    )

							_UpperCAmelCase									=			tokenizer.build_inputs_with_special_tokens(_UpperCamelCase    )
							_UpperCAmelCase									=			tokenizer.build_inputs_with_special_tokens(_UpperCamelCase       ,    _UpperCamelCase    )

							# 2 is for "[CLS]", 3 is for "[SEP]"
							assert encoded_sentence == [2] + text + [3]
							assert encoded_pair == [2] + text + [3] + text_a + [3]





@custom_tokenizers
class __lowerCamelCase (      unittest.TestCase):





	"""simple docstring"""






	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			'cl-tohoku/bert-base-japanese'
							_UpperCAmelCase									=			AutoTokenizer.from_pretrained(_UpperCamelCase    )
							self.assertIsInstance(_UpperCamelCase       ,    _UpperCamelCase    )





class __lowerCamelCase (      unittest.TestCase):





	"""simple docstring"""






	def        UpperCamelCase    (							self    ):
							"""simple docstring"""







							_UpperCAmelCase									=			'cl-tohoku/bert-base-japanese'
							with self.assertLogs('transformers'       ,    level='WARNING'    ) as cm:
													BertTokenizer.from_pretrained(_UpperCamelCase    )
													self.assertTrue(
													    cm.records[0].message.startswith(
													        'The tokenizer class you load from this checkpoint is not the same type as the class this function'
													        ' is called from.'    )    )
							_UpperCAmelCase									=			'bert-base-cased'
							with self.assertLogs('transformers'       ,    level='WARNING'    ) as cm:
													BertJapaneseTokenizer.from_pretrained(_UpperCamelCase    )
													self.assertTrue(
													    cm.records[0].message.startswith(
													        'The tokenizer class you load from this checkpoint is not the same type as the class this function'
													        ' is called from.'    )    )



from __future__ import annotations

from collections.abc import Generator


def   __SCREAMING_SNAKE_CASE					():
						snake_case_   =	{}
						snake_case_   =	2
						while True:
												snake_case_   =	factor_map.pop(SCREAMING_SNAKE_CASE__  ,		SCREAMING_SNAKE_CASE__       )
												if factor:
																		snake_case_   =	factor + prime
																		while x in factor_map:
																								x += factor
																		snake_case_   =	factor
												else:
																		snake_case_   =	prime
																		yield prime
												prime += 1


def   __SCREAMING_SNAKE_CASE					(SCREAMING_SNAKE_CASE__ = 1E10       ):
						snake_case_   =	sieve()

						snake_case_   =	1
						while True:
												snake_case_   =	next(SCREAMING_SNAKE_CASE__       )
												if (2 * prime * n) > limit:
																		return n
												# Ignore the next prime as the reminder will be 2.
												next(SCREAMING_SNAKE_CASE__       )
												n += 2


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