




import os
import unittest

from transformers import BatchEncoding
from transformers.models.bert.tokenization_bert import (
    BasicTokenizer,
    WordpieceTokenizer,
    _is_control,
    _is_punctuation,
    _is_whitespace,
)
from transformers.models.prophetnet.tokenization_prophetnet import VOCAB_FILES_NAMES, ProphetNetTokenizer
from transformers.testing_utils import require_torch, slow

from ...test_tokenization_common import TokenizerTesterMixin



class       UpperCAmelCase__(							lowerCamelCase     ,							unittest.TestCase	):

   '''simple docstring'''




   A    :  Dict       				=    ProphetNetTokenizer
   A    :  Dict       				=    False


   def 			UpperCAmelCase		(						self  :			Tuple)	->				List[Any]:




         """simple docstring"""

         super().setUp()

         lowercase__     =  [
             '[UNK]',
             '[CLS]',
             '[SEP]',
             '[PAD]',
             '[MASK]',
             'want',
             '##want',
             '##ed',
             'wa',
             'un',
             'runn',
             '##ing',
             ',',
             'low',
             'lowest',
         ]
         lowercase__     =  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  :			List[Any]			,				lowerCAmelCase  :			Optional[Any])	->				Optional[int]:




         """simple docstring"""

         lowercase__     =  'UNwant\u00E9d,running'
         lowercase__     =  'unwanted, running'
         return input_text, output_text


   def 			UpperCAmelCase		(						self  :			Tuple)	->				str:




         """simple docstring"""

         lowercase__     =  self.tokenizer_class(self.vocab_file)

         lowercase__     =  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])	->				Any:




         """simple docstring"""

         lowercase__     =  BasicTokenizer()

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


   def 			UpperCAmelCase		(						self  :			Dict)	->				str:




         """simple docstring"""

         lowercase__     =  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  :			Any)	->				int:




         """simple docstring"""

         lowercase__     =  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  :			str)	->				Optional[Any]:




         """simple docstring"""

         lowercase__     =  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[int])	->				str:




         """simple docstring"""

         lowercase__     =  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  :			Tuple)	->				int:




         """simple docstring"""

         lowercase__     =  BasicTokenizer(do_lower_case=lowerCAmelCase)

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


   def 			UpperCAmelCase		(						self  :			Any)	->				Dict:




         """simple docstring"""

         lowercase__     =  BasicTokenizer(do_lower_case=lowerCAmelCase			,				strip_accents=lowerCAmelCase)

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


   def 			UpperCAmelCase		(						self  :			List[Any])	->				Any:




         """simple docstring"""

         lowercase__     =  BasicTokenizer(do_lower_case=lowerCAmelCase			,				strip_accents=lowerCAmelCase)

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


   def 			UpperCAmelCase		(						self  :			Optional[Any])	->				Tuple:




         """simple docstring"""

         lowercase__     =  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  :			str)	->				int:




         """simple docstring"""

         lowercase__     =  ['[UNK]', '[CLS]', '[SEP]', 'want', '##want', '##ed', 'wa', 'un', 'runn', '##ing']

         lowercase__     =  {}
         for i, token in enumerate(lowerCAmelCase):
               lowercase__     =  i
         lowercase__     =  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'])


   @require_torch
   def 			UpperCAmelCase		(						self  :			Dict)	->				Dict:




         """simple docstring"""

         lowercase__     =  self.tokenizer_class.from_pretrained('microsoft/prophetnet-large-uncased')

         lowercase__     =  ['A long paragraph for summarization.', 'Another paragraph for summarization.']
         lowercase__     =  [10_37, 21_46, 2_04_23, 20_05, 76_80, 78_49, 39_89, 10_12, 1_02]
         lowercase__     =  tokenizer(lowerCAmelCase			,				padding=lowerCAmelCase			,				return_tensors='pt')
         self.assertIsInstance(lowerCAmelCase			,				lowerCAmelCase)
         lowercase__     =  list(batch.input_ids.numpy()[0])
         self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)

         self.assertEqual((2, 9)			,				batch.input_ids.shape)
         self.assertEqual((2, 9)			,				batch.attention_mask.shape)


   def 			UpperCAmelCase		(						self  :			str)	->				List[Any]:




         """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  :			int)	->				Tuple:




         """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  :			Optional[Any])	->				Optional[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(' '))



   @slow
   def 			UpperCAmelCase		(						self  :			Optional[int])	->				List[str]:




         """simple docstring"""

         lowercase__     =  self.tokenizer_class.from_pretrained('microsoft/prophetnet-large-uncased')

         lowercase__     =  tokenizer.encode('sequence builders'			,				add_special_tokens=lowerCAmelCase)
         lowercase__     =  tokenizer.encode('multi-sequence build'			,				add_special_tokens=lowerCAmelCase)

         lowercase__     =  tokenizer.build_inputs_with_special_tokens(lowerCAmelCase)
         lowercase__     =  tokenizer.build_inputs_with_special_tokens(lowerCAmelCase			,				lowerCAmelCase)

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





from maths.is_square_free import is_square_free
from maths.prime_factors import prime_factors

def   _lowerCAmelCase   (						A__	):
      lowercase__     =  prime_factors(A__	)
      if is_square_free(A__	):
            return -1 if len(A__	) % 2 else 1
      return 0


if __name__ == "__main__":
       import doctest

       doctest.testmod()
