





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 			lowercase				(							a_		,			unittest.TestCase     ):



						"""simple docstring"""

						_UpperCamelCase  :	Union[str, Any]								=	MobileBertTokenizer
						_UpperCamelCase  :	Tuple								=	MobileBertTokenizerFast
						_UpperCamelCase  :	Union[str, Any]								=	True
						_UpperCamelCase  :	Union[str, Any]								=	True
						_UpperCamelCase  :	Dict								=	filter_non_english
						_UpperCamelCase  :	Any								=	"google/mobilebert-uncased"







						def 		__UpperCAmelCase       (    self			:		int					):





										'''simple docstring'''







										super().setUp()

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

										_snake_case :			Optional[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 		__UpperCAmelCase       (    self			:		Optional[int] ,				lowerCamelCase_			:		List[str]					):





										'''simple docstring'''







										_snake_case :			Any  						=   'UNwant\u00E9d,running'
										_snake_case :			Optional[Any]  						=   'unwanted, running'
										return input_text, output_text







						def 		__UpperCAmelCase       (    self			:		List[str]					):





										'''simple docstring'''







										_snake_case :			Dict  						=   self.tokenizer_class(self.vocab_file					)

										_snake_case :			int  						=   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			:		Optional[Any]					):





										'''simple docstring'''







										if not self.test_rust_tokenizer:
														return

										_snake_case :			str  						=   self.get_tokenizer()
										_snake_case :			Optional[int]  						=   self.get_rust_tokenizer()

										_snake_case :			str  						=   'UNwant\u00E9d,running'

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

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

										_snake_case :			Tuple  						=   self.get_rust_tokenizer()
										_snake_case :			str  						=   tokenizer.encode(lowerCamelCase_					)
										_snake_case :			Dict  						=   rust_tokenizer.encode(lowerCamelCase_					)
										self.assertListEqual(lowerCamelCase_ ,				lowerCamelCase_					)

										# With lower casing
										_snake_case :			str  						=   self.get_tokenizer(do_lower_case=lowerCamelCase_					)
										_snake_case :			Tuple  						=   self.get_rust_tokenizer(do_lower_case=lowerCamelCase_					)

										_snake_case :			Tuple  						=   'UNwant\u00E9d,running'

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

										_snake_case :			List[Any]  						=   tokenizer.encode(lowerCamelCase_ ,				add_special_tokens=lowerCamelCase_					)
										_snake_case :			str  						=   rust_tokenizer.encode(lowerCamelCase_ ,				add_special_tokens=lowerCamelCase_					)
										self.assertListEqual(lowerCamelCase_ ,				lowerCamelCase_					)

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







						def 		__UpperCAmelCase       (    self			:		Tuple					):





										'''simple docstring'''







										_snake_case :			Tuple  						=   BasicTokenizer()

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







						def 		__UpperCAmelCase       (    self			:		Union[str, Any]					):





										'''simple docstring'''







										_snake_case :			List[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			:		str					):





										'''simple docstring'''







										_snake_case :			str  						=   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			:		Dict					):





										'''simple docstring'''







										_snake_case :			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			:		Optional[Any]					):





										'''simple docstring'''







										_snake_case :			Any  						=   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			:		Any					):





										'''simple docstring'''







										_snake_case :			Optional[int]  						=   BasicTokenizer(do_lower_case=lowerCamelCase_					)

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







						def 		__UpperCAmelCase       (    self			:		Dict					):





										'''simple docstring'''







										_snake_case :			List[Any]  						=   BasicTokenizer(do_lower_case=lowerCamelCase_ ,				strip_accents=lowerCamelCase_					)

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







						def 		__UpperCAmelCase       (    self			:		int					):





										'''simple docstring'''







										_snake_case :			Union[str, Any]  						=   BasicTokenizer(do_lower_case=lowerCamelCase_ ,				strip_accents=lowerCamelCase_					)

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







						def 		__UpperCAmelCase       (    self			:		Dict					):





										'''simple docstring'''







										_snake_case :			List[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 		__UpperCAmelCase       (    self			:		Optional[Any]					):





										'''simple docstring'''







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

										_snake_case :			Any  						=   {}
										for i, token in enumerate(lowerCamelCase_					):
														_snake_case :			Optional[Any]  						=   i
										_snake_case :			Any  						=   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			:		Optional[int]					):





										'''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			:		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 		__UpperCAmelCase       (    self			:		List[str]					):





										'''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			:		Optional[Any]					):





										'''simple docstring'''







										_snake_case :			List[Any]  						=   self.get_tokenizer()
										_snake_case :			str  						=   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			:		List[str]					):





										'''simple docstring'''







										_snake_case :			int  						=   self.tokenizer_class.from_pretrained('google/mobilebert-uncased'					)

										_snake_case :			Union[str, Any]  						=   tokenizer.encode('sequence builders' ,				add_special_tokens=lowerCamelCase_					)
										_snake_case :			Tuple  						=   tokenizer.encode('multi-sequence build' ,				add_special_tokens=lowerCamelCase_					)

										_snake_case :			Union[str, Any]  						=   tokenizer.build_inputs_with_special_tokens(lowerCamelCase_					)
										_snake_case :			List[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 		__UpperCAmelCase       (    self			:		str					):





										'''simple docstring'''







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

																		_snake_case :			List[Any]  						=   f'''A, naïve {tokenizer_r.mask_token} AllenNLP sentence.'''
																		_snake_case :			Optional[int]  						=   tokenizer_r.encode_plus(
																		    lowerCamelCase_ ,				return_attention_mask=lowerCamelCase_ ,				return_token_type_ids=lowerCamelCase_ ,				return_offsets_mapping=lowerCamelCase_ ,				add_special_tokens=lowerCamelCase_ ,				)

																		_snake_case :			Optional[Any]  						=   tokenizer_r.do_lower_case if hasattr(lowerCamelCase_ ,				'do_lower_case'					) else False
																		_snake_case :			List[str]  						=   (
																		    [
																		        ((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			:		str					):





										'''simple docstring'''







										_snake_case :			str  						=   ['的', '人', '有']
										_snake_case :			Optional[int]  						=   ''.join(lowerCamelCase_					)
										for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
														with self.subTest(f'''{tokenizer.__class__.__name__} ({pretrained_name})'''					):
																		_snake_case :			Tuple  						=   True
																		_snake_case :			Tuple  						=   self.tokenizer_class.from_pretrained(lowerCamelCase_ ,				**lowerCamelCase_					)
																		_snake_case :			List[str]  						=   self.rust_tokenizer_class.from_pretrained(lowerCamelCase_ ,				**lowerCamelCase_					)

																		_snake_case :			Dict  						=   tokenizer_p.encode(lowerCamelCase_ ,				add_special_tokens=lowerCamelCase_					)
																		_snake_case :			int  						=   tokenizer_r.encode(lowerCamelCase_ ,				add_special_tokens=lowerCamelCase_					)

																		_snake_case :			Dict  						=   tokenizer_r.convert_ids_to_tokens(lowerCamelCase_					)
																		_snake_case :			Union[str, 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_					)

																		_snake_case :			List[str]  						=   False
																		_snake_case :			Any  						=   self.rust_tokenizer_class.from_pretrained(lowerCamelCase_ ,				**lowerCamelCase_					)
																		_snake_case :			Any  						=   self.tokenizer_class.from_pretrained(lowerCamelCase_ ,				**lowerCamelCase_					)

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

																		_snake_case :			str  						=   tokenizer_r.convert_ids_to_tokens(lowerCamelCase_					)
																		_snake_case :			str  						=   tokenizer_p.convert_ids_to_tokens(lowerCamelCase_					)

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













import math

def       A__(		__lowerCAmelCase ):

				if 1 < number < 4:
								# 2 and 3 are primes
								return True
				elif number < 2 or number % 2 == 0 or number % 3 == 0:
								# Negatives, 0, 1, all even numbers, all multiples of 3 are not primes
								return False

				# All primes number are in format of 6k +/- 1
				for i in range(5	,			int(math.sqrt(__lowerCAmelCase ) + 1 )	,			6 ):
								if number % i == 0 or number % (i + 2) == 0:
												return False
				return True

def       A__(		__lowerCAmelCase = 1_00_01 ):

				try:
								_snake_case :			int  						=   int(__lowerCAmelCase )
				except (TypeError, ValueError):
								raise TypeError('Parameter nth must be int or castable to int.' ) from None
				if nth <= 0:
								raise ValueError('Parameter nth must be greater than or equal to one.' )
				_snake_case :			list[int]  						=   []
				_snake_case :			List[Any]  						=   2
				while len(__lowerCAmelCase ) < nth:
								if is_prime(__lowerCAmelCase ):
												primes.append(__lowerCAmelCase )
												num += 1
								else:
												num += 1
				return primes[len(__lowerCAmelCase ) - 1]


if __name__ == "__main__":
		print(F'''{solution() = }''')






