

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 SCREAMING_SNAKE_CASE     (  a_       ,							unittest.TestCase			):
  """simple docstring"""






  lowerCamelCase   :      Optional[int]										=ProphetNetTokenizer
  lowerCamelCase   :      List[Any]										=False







  def 	SCREAMING_SNAKE_CASE   (      self			:   Optional[Any]   )							->     List[Any]:






     """simple docstring"""







     super().setUp()

     __lowerCAmelCase  :      Union[str, Any]    =						[
         """[UNK]""",
         """[CLS]""",
         """[SEP]""",
         """[PAD]""",
         """[MASK]""",
         """want""",
         """##want""",
         """##ed""",
         """wa""",
         """un""",
         """runn""",
         """##ing""",
         """,""",
         """low""",
         """lowest""",
     ]
     __lowerCAmelCase  :      Tuple    =						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 	SCREAMING_SNAKE_CASE   (      self			:   List[str]	,							lowerCAmelCase			:   Optional[int]   )							->     str:






     """simple docstring"""







     __lowerCAmelCase  :      List[Any]    =						"""UNwant\u00E9d,running"""
     __lowerCAmelCase  :      Optional[Any]    =						"""unwanted, running"""
     return input_text, output_text







  def 	SCREAMING_SNAKE_CASE   (      self			:   Optional[Any]   )							->     Optional[int]:






     """simple docstring"""







     __lowerCAmelCase  :      List[Any]    =						self.tokenizer_class(self.vocab_file   )

     __lowerCAmelCase  :      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 	SCREAMING_SNAKE_CASE   (      self			:   Dict   )							->     Union[str, Any]:






     """simple docstring"""







     __lowerCAmelCase  :      Dict    =						BasicTokenizer()

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







  def 	SCREAMING_SNAKE_CASE   (      self			:   Dict   )							->     Optional[Any]:






     """simple docstring"""







     __lowerCAmelCase  :      Union[str, 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 	SCREAMING_SNAKE_CASE   (      self			:   Dict   )							->     List[Any]:






     """simple docstring"""







     __lowerCAmelCase  :      List[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 	SCREAMING_SNAKE_CASE   (      self			:   List[Any]   )							->     Optional[Any]:






     """simple docstring"""







     __lowerCAmelCase  :      Any    =						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 	SCREAMING_SNAKE_CASE   (      self			:   Optional[Any]   )							->     Any:






     """simple docstring"""







     __lowerCAmelCase  :      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 	SCREAMING_SNAKE_CASE   (      self			:   List[str]   )							->     int:






     """simple docstring"""







     __lowerCAmelCase  :      Dict    =						BasicTokenizer(do_lower_case=lowerCAmelCase   )

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







  def 	SCREAMING_SNAKE_CASE   (      self			:   str   )							->     int:






     """simple docstring"""







     __lowerCAmelCase  :      List[str]    =						BasicTokenizer(do_lower_case=lowerCAmelCase	,							strip_accents=lowerCAmelCase   )

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







  def 	SCREAMING_SNAKE_CASE   (      self			:   Any   )							->     Tuple:






     """simple docstring"""







     __lowerCAmelCase  :      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 	SCREAMING_SNAKE_CASE   (      self			:   Union[str, Any]   )							->     List[Any]:






     """simple docstring"""







     __lowerCAmelCase  :      Optional[Any]    =						BasicTokenizer(do_lower_case=lowerCAmelCase	,							never_split=["""[UNK]"""]   )

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







  def 	SCREAMING_SNAKE_CASE   (      self			:   Tuple   )							->     Optional[int]:






     """simple docstring"""







     __lowerCAmelCase  :      List[Any]    =						["""[UNK]""", """[CLS]""", """[SEP]""", """want""", """##want""", """##ed""", """wa""", """un""", """runn""", """##ing"""]

     __lowerCAmelCase  :      Dict    =						{}
     for i, token in enumerate(lowerCAmelCase   ):
        __lowerCAmelCase  :      str    =						i
     __lowerCAmelCase  :      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"""]   )







  @require_torch
  def 	SCREAMING_SNAKE_CASE   (      self			:   Optional[int]   )							->     Tuple:






     """simple docstring"""







     __lowerCAmelCase  :      Optional[int]    =						self.tokenizer_class.from_pretrained("""microsoft/prophetnet-large-uncased"""   )

     __lowerCAmelCase  :      Union[str, Any]    =						["""A long paragraph for summarization.""", """Another paragraph for summarization."""]
     __lowerCAmelCase  :      Any    =						[10_37, 21_46, 2_04_23, 20_05, 76_80, 78_49, 39_89, 10_12, 1_02]
     __lowerCAmelCase  :      Tuple    =						tokenizer(lowerCAmelCase	,							padding=lowerCAmelCase	,							return_tensors="""pt"""   )
     self.assertIsInstance(lowerCAmelCase	,							lowerCAmelCase   )
     __lowerCAmelCase  :      str    =						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 	SCREAMING_SNAKE_CASE   (      self			:   List[str]   )							->     List[str]:






     """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 	SCREAMING_SNAKE_CASE   (      self			:   int   )							->     str:






     """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 	SCREAMING_SNAKE_CASE   (      self			:   Union[str, Any]   )							->     List[Any]:






     """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 	SCREAMING_SNAKE_CASE   (      self			:   List[str]   )							->     Any:






     """simple docstring"""







     __lowerCAmelCase  :      Dict    =						self.tokenizer_class.from_pretrained("""microsoft/prophetnet-large-uncased"""   )

     __lowerCAmelCase  :      str    =						tokenizer.encode("""sequence builders"""	,							add_special_tokens=lowerCAmelCase   )
     __lowerCAmelCase  :      Union[str, Any]    =						tokenizer.encode("""multi-sequence build"""	,							add_special_tokens=lowerCAmelCase   )

     __lowerCAmelCase  :      Optional[int]    =						tokenizer.build_inputs_with_special_tokens(lowerCAmelCase   )
     __lowerCAmelCase  :      Tuple    =						tokenizer.build_inputs_with_special_tokens(lowerCAmelCase	,							lowerCAmelCase   )

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





def      snake_case_				()      ->     List[Any]:
   for n in range(1 ,       1_0_0_0_0_0_0					):
      yield n * (n + 1) // 2





def      snake_case_				(__A					:						Dict					)      ->     Tuple:
   __lowerCAmelCase  :      Optional[int]    =						1
   __lowerCAmelCase  :      Optional[int]    =						2
   while i * i <= n:
      __lowerCAmelCase  :      Optional[int]    =						0
      while n % i == 0:
         n //= i
         multiplicity += 1
      divisors_count *= multiplicity + 1
      i += 1
   if n > 1:
      divisors_count *= 2
   return divisors_count





def      snake_case_				()      ->     Dict:
   return next(i for i in triangle_number_generator() if count_divisors(__A					) > 5_0_0					)


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


