





import json
import os
import unittest

from transformers.models.roc_bert.tokenization_roc_bert import (
    VOCAB_FILES_NAMES,
    RoCBertBasicTokenizer,
    RoCBertTokenizer,
    RoCBertWordpieceTokenizer,
    _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        snake_case_    (		__lowercase					,unittest.TestCase						):
  A_      							=   RoCBertTokenizer
  A_      							=   None
  A_      							=   False
  A_      							=   True
  A_      							=   filter_non_english






  def 				UpperCAmelCase__						(							self			:					Union[str, Any]      )->List[Any]:






   '''simple docstring'''

   super().setUp()

   __lowerCAmelCase					:	List[Any]      =       ["""[UNK]""", """[CLS]""", """[SEP]""", """[PAD]""", """[MASK]""", """你""", """好""", """是""", """谁""", """a""", """b""", """c""", """d"""]
   __lowerCAmelCase					:	Union[str, Any]      =       {}
   __lowerCAmelCase					:	List[str]      =       {}
   for i, value in enumerate(_snake_case      ):
    __lowerCAmelCase					:	Union[str, Any]      =       i
    __lowerCAmelCase					:	Optional[Any]      =       i
   __lowerCAmelCase					:	Any      =       os.path.join(self.tmpdirname       ,  VOCAB_FILES_NAMES["""vocab_file"""]      )
   __lowerCAmelCase					:	List[str]      =       os.path.join(self.tmpdirname       ,  VOCAB_FILES_NAMES["""word_shape_file"""]      )
   __lowerCAmelCase					:	Union[str, Any]      =       os.path.join(self.tmpdirname       ,  VOCAB_FILES_NAMES["""word_pronunciation_file"""]      )
   with open(self.vocab_file       ,  """w"""       ,  encoding="""utf-8"""      ) as vocab_writer:
    vocab_writer.write("""""".join([x + """\n""" for x in vocab_tokens]      )      )
   with open(self.word_shape_file       ,  """w"""       ,  encoding="""utf-8"""      ) as word_shape_writer:
    json.dump(_snake_case       ,  _snake_case       ,  ensure_ascii=_snake_case      )
   with open(self.word_pronunciation_file       ,  """w"""       ,  encoding="""utf-8"""      ) as word_pronunciation_writer:
    json.dump(_snake_case       ,  _snake_case       ,  ensure_ascii=_snake_case      )






  def 				UpperCAmelCase__						(							self			:					Union[str, Any]      )->int:






   '''simple docstring'''

   __lowerCAmelCase					:	Optional[int]      =       self.tokenizer_class(self.vocab_file       ,  self.word_shape_file       ,  self.word_pronunciation_file      )

   __lowerCAmelCase					:	Any      =       tokenizer.tokenize("""你好[SEP]你是谁"""      )
   self.assertListEqual(_snake_case       ,  ["""你""", """好""", """[SEP]""", """你""", """是""", """谁"""]      )
   self.assertListEqual(tokenizer.convert_tokens_to_ids(_snake_case      )       ,  [5, 6, 2, 5, 7, 8]      )
   self.assertListEqual(tokenizer.convert_tokens_to_shape_ids(_snake_case      )       ,  [5, 6, 2, 5, 7, 8]      )
   self.assertListEqual(tokenizer.convert_tokens_to_pronunciation_ids(_snake_case      )       ,  [5, 6, 2, 5, 7, 8]      )






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






   '''simple docstring'''

   __lowerCAmelCase					:	List[str]      =       RoCBertBasicTokenizer()

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






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






   '''simple docstring'''

   __lowerCAmelCase					:	str      =       RoCBertBasicTokenizer(do_lower_case=_snake_case      )

   self.assertListEqual(
       tokenizer.tokenize(""" \tHeLLo!how  \n Are yoU?  """      )       ,  ["""hello""", """!""", """how""", """are""", """you""", """?"""]      )
   self.assertListEqual(tokenizer.tokenize("""H\u00E9llo"""      )       ,  ["""hello"""]      )






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






   '''simple docstring'''

   __lowerCAmelCase					:	Optional[Any]      =       RoCBertBasicTokenizer(do_lower_case=_snake_case       ,  strip_accents=_snake_case      )

   self.assertListEqual(
       tokenizer.tokenize(""" \tHäLLo!how  \n Are yoU?  """      )       ,  ["""hällo""", """!""", """how""", """are""", """you""", """?"""]      )
   self.assertListEqual(tokenizer.tokenize("""H\u00E9llo"""      )       ,  ["""h\u00E9llo"""]      )






  def 				UpperCAmelCase__						(							self			:					List[str]      )->int:






   '''simple docstring'''

   __lowerCAmelCase					:	Any      =       RoCBertBasicTokenizer(do_lower_case=_snake_case       ,  strip_accents=_snake_case      )

   self.assertListEqual(
       tokenizer.tokenize(""" \tHäLLo!how  \n Are yoU?  """      )       ,  ["""hallo""", """!""", """how""", """are""", """you""", """?"""]      )
   self.assertListEqual(tokenizer.tokenize("""H\u00E9llo"""      )       ,  ["""hello"""]      )






  def 				UpperCAmelCase__						(							self			:					Union[str, Any]      )->Optional[int]:






   '''simple docstring'''

   __lowerCAmelCase					:	Dict      =       RoCBertBasicTokenizer(do_lower_case=_snake_case      )

   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]      )->List[str]:






   '''simple docstring'''

   __lowerCAmelCase					:	Tuple      =       RoCBertBasicTokenizer(do_lower_case=_snake_case      )

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






  def 				UpperCAmelCase__						(							self			:					Tuple      )->str:






   '''simple docstring'''

   __lowerCAmelCase					:	Optional[Any]      =       RoCBertBasicTokenizer(do_lower_case=_snake_case       ,  strip_accents=_snake_case      )

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






  def 				UpperCAmelCase__						(							self			:					Tuple      )->Any:






   '''simple docstring'''

   __lowerCAmelCase					:	int      =       RoCBertBasicTokenizer(do_lower_case=_snake_case       ,  strip_accents=_snake_case      )

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






  def 				UpperCAmelCase__						(							self			:					str      )->Union[str, Any]:






   '''simple docstring'''

   __lowerCAmelCase					:	Tuple      =       RoCBertBasicTokenizer(do_lower_case=_snake_case       ,  never_split=["""[UNK]"""]      )

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






  def 				UpperCAmelCase__						(							self			:					Optional[int]      )->Union[str, Any]:






   '''simple docstring'''

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

   __lowerCAmelCase					:	int      =       {}
   for i, token in enumerate(_snake_case      ):
    __lowerCAmelCase					:	str      =       i
   __lowerCAmelCase					:	Optional[Any]      =       RoCBertWordpieceTokenizer(vocab=_snake_case       ,  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			:					Any      )->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 				UpperCAmelCase__						(							self			:					Optional[int]      )->Optional[int]:






   '''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			:					Dict      )->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(""" """      )      )






  def 				UpperCAmelCase__						(							self			:					List[Any]      )->int:






   '''simple docstring'''

   __lowerCAmelCase					:	Union[str, Any]      =       self.get_tokenizer()

   # Example taken from the issue https://github.com/huggingface/tokenizers/issues/340
   self.assertListEqual([tokenizer.tokenize(_snake_case      ) for t in ["""Test""", """\xad""", """test"""]]       ,  [["""[UNK]"""], [], ["""[UNK]"""]]      )

   if self.test_rust_tokenizer:
    __lowerCAmelCase					:	List[Any]      =       self.get_rust_tokenizer()
    self.assertListEqual(
        [rust_tokenizer.tokenize(_snake_case      ) for t in ["""Test""", """\xad""", """test"""]]       ,  [["""[UNK]"""], [], ["""[UNK]"""]]      )






  def 				UpperCAmelCase__						(							self			:					str      )->List[str]:






   '''simple docstring'''

   for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
    with self.subTest(F'''{tokenizer.__class__.__name__} ({pretrained_name})'''      ):
     __lowerCAmelCase					:	Any      =       self.rust_tokenizer_class.from_pretrained(_snake_case       ,  **_snake_case      )

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

     __lowerCAmelCase					:	List[str]      =       tokenizer_r.do_lower_case if hasattr(_snake_case       ,  """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 				UpperCAmelCase__						(							self			:					Union[str, Any]      )->Optional[int]:






   '''simple docstring'''

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

     __lowerCAmelCase					:	Any      =       tokenizer_p.encode(_snake_case       ,  add_special_tokens=_snake_case      )
     __lowerCAmelCase					:	List[Any]      =       tokenizer_r.encode(_snake_case       ,  add_special_tokens=_snake_case      )

     __lowerCAmelCase					:	List[str]      =       tokenizer_r.convert_ids_to_tokens(_snake_case      )
     __lowerCAmelCase					:	Any      =       tokenizer_p.convert_ids_to_tokens(_snake_case      )

     # it is expected that each Chinese character is not preceded by "##"
     self.assertListEqual(_snake_case       ,  _snake_case      )
     self.assertListEqual(_snake_case       ,  _snake_case      )

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

     __lowerCAmelCase					:	int      =       tokenizer_r.encode(_snake_case       ,  add_special_tokens=_snake_case      )
     __lowerCAmelCase					:	str      =       tokenizer_p.encode(_snake_case       ,  add_special_tokens=_snake_case      )

     __lowerCAmelCase					:	Dict      =       tokenizer_r.convert_ids_to_tokens(_snake_case      )
     __lowerCAmelCase					:	int      =       tokenizer_p.convert_ids_to_tokens(_snake_case      )

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






  @slow
  def 				UpperCAmelCase__						(							self			:					str      )->Any:






   '''simple docstring'''

   __lowerCAmelCase					:	Optional[Any]      =       self.tokenizer_class(self.vocab_file       ,  self.word_shape_file       ,  self.word_pronunciation_file      )

   __lowerCAmelCase					:	str      =       tokenizer.encode("""你好"""       ,  add_special_tokens=_snake_case      )
   __lowerCAmelCase					:	Dict      =       tokenizer.encode("""你是谁"""       ,  add_special_tokens=_snake_case      )

   __lowerCAmelCase					:	List[Any]      =       tokenizer.build_inputs_with_special_tokens(_snake_case      )
   __lowerCAmelCase					:	str      =       tokenizer.build_inputs_with_special_tokens(_snake_case       ,  _snake_case      )

   assert encoded_sentence == [1] + text + [2]
   assert encoded_pair == [1] + text + [2] + text_a + [2]






  def 				UpperCAmelCase__						(							self			:					List[Any]      )->Dict:






   '''simple docstring'''

   __lowerCAmelCase					:	Optional[Any]      =       self.get_tokenizers(do_lower_case=_snake_case      )
   for tokenizer in tokenizers:
    with self.subTest(F'''{tokenizer.__class__.__name__}'''      ):
     __lowerCAmelCase					:	str      =       """你好，你是谁"""
     __lowerCAmelCase					:	List[str]      =       tokenizer.tokenize(_snake_case      )
     __lowerCAmelCase					:	Optional[int]      =       tokenizer.convert_tokens_to_ids(_snake_case      )
     __lowerCAmelCase					:	Any      =       tokenizer.convert_tokens_to_shape_ids(_snake_case      )
     __lowerCAmelCase					:	Tuple      =       tokenizer.convert_tokens_to_pronunciation_ids(_snake_case      )
     __lowerCAmelCase					:	List[str]      =       tokenizer.prepare_for_model(
         _snake_case       ,  _snake_case       ,  _snake_case       ,  add_special_tokens=_snake_case      )

     __lowerCAmelCase					:	str      =       tokenizer.encode_plus(_snake_case       ,  add_special_tokens=_snake_case      )

     self.assertEqual(_snake_case       ,  _snake_case      )






def 	_SCREAMING_SNAKE_CASE		(      SCREAMING_SNAKE_CASE		:int   ,   SCREAMING_SNAKE_CASE		:list   )      ->   Dict:
 _enforce_args(SCREAMING_SNAKE_CASE   ,   SCREAMING_SNAKE_CASE   )
 if n == 0:
  return 0
 __lowerCAmelCase					:	Union[str, Any]      =       float("""-inf"""   )
 for i in range(1   ,   n + 1   ):
  __lowerCAmelCase					:	Union[str, Any]      =       max(
      SCREAMING_SNAKE_CASE   ,   prices[i - 1] + naive_cut_rod_recursive(n - i   ,   SCREAMING_SNAKE_CASE   )   )

 return max_revue






def 	_SCREAMING_SNAKE_CASE		(      SCREAMING_SNAKE_CASE		:int   ,   SCREAMING_SNAKE_CASE		:list   )      ->   List[str]:
 _enforce_args(SCREAMING_SNAKE_CASE   ,   SCREAMING_SNAKE_CASE   )
 __lowerCAmelCase					:	List[str]      =       [float("""-inf"""   ) for _ in range(n + 1   )]
 return _top_down_cut_rod_recursive(SCREAMING_SNAKE_CASE   ,   SCREAMING_SNAKE_CASE   ,   SCREAMING_SNAKE_CASE   )






def 	_SCREAMING_SNAKE_CASE		(      SCREAMING_SNAKE_CASE		:int   ,   SCREAMING_SNAKE_CASE		:list   ,   SCREAMING_SNAKE_CASE		:list   )      ->   List[str]:
 if max_rev[n] >= 0:
  return max_rev[n]
 elif n == 0:
  return 0
 else:
  __lowerCAmelCase					:	str      =       float("""-inf"""   )
  for i in range(1   ,   n + 1   ):
   __lowerCAmelCase					:	List[Any]      =       max(
       SCREAMING_SNAKE_CASE   ,   prices[i - 1] + _top_down_cut_rod_recursive(n - i   ,   SCREAMING_SNAKE_CASE   ,   SCREAMING_SNAKE_CASE   )   ,   )

  __lowerCAmelCase					:	List[str]      =       max_revenue

 return max_rev[n]






def 	_SCREAMING_SNAKE_CASE		(      SCREAMING_SNAKE_CASE		:int   ,   SCREAMING_SNAKE_CASE		:list   )      ->   Union[str, Any]:
 _enforce_args(SCREAMING_SNAKE_CASE   ,   SCREAMING_SNAKE_CASE   )

 # length(max_rev) = n + 1, to accommodate for the revenue obtainable from a rod of
 # length 0.
 __lowerCAmelCase					:	Optional[int]      =       [float("""-inf"""   ) for _ in range(n + 1   )]
 __lowerCAmelCase					:	List[str]      =       0

 for i in range(1   ,   n + 1   ):
  __lowerCAmelCase					:	Optional[Any]      =       max_rev[i]
  for j in range(1   ,   i + 1   ):
   __lowerCAmelCase					:	Optional[int]      =       max(SCREAMING_SNAKE_CASE   ,   prices[j - 1] + max_rev[i - j]   )

  __lowerCAmelCase					:	Optional[int]      =       max_revenue_i

 return max_rev[n]






def 	_SCREAMING_SNAKE_CASE		(      SCREAMING_SNAKE_CASE		:int   ,   SCREAMING_SNAKE_CASE		:list   )      ->   List[Any]:
 if n < 0:
  __lowerCAmelCase					:	Any      =       F'''n must be greater than or equal to 0. Got n = {n}'''
  raise ValueError(SCREAMING_SNAKE_CASE   )

 if n > len(SCREAMING_SNAKE_CASE   ):
  __lowerCAmelCase					:	Any      =       (
      """Each integral piece of rod must have a corresponding price. """
      F'''Got n = {n} but length of prices = {len(SCREAMING_SNAKE_CASE   )}'''
  )
  raise ValueError(SCREAMING_SNAKE_CASE   )






def 	_SCREAMING_SNAKE_CASE		(      )      ->   Optional[int]:
 __lowerCAmelCase					:	Tuple      =       [6, 10, 12, 15, 20, 23]
 __lowerCAmelCase					:	List[str]      =       len(SCREAMING_SNAKE_CASE   )

 # the best revenue comes from cutting the rod into 6 pieces, each
 # of length 1 resulting in a revenue of 6 * 6 = 36.
 __lowerCAmelCase					:	Union[str, Any]      =       36

 __lowerCAmelCase					:	Optional[int]      =       top_down_cut_rod(SCREAMING_SNAKE_CASE   ,   SCREAMING_SNAKE_CASE   )
 __lowerCAmelCase					:	List[str]      =       bottom_up_cut_rod(SCREAMING_SNAKE_CASE   ,   SCREAMING_SNAKE_CASE   )
 __lowerCAmelCase					:	int      =       naive_cut_rod_recursive(SCREAMING_SNAKE_CASE   ,   SCREAMING_SNAKE_CASE   )

 assert expected_max_revenue == max_rev_top_down
 assert max_rev_top_down == max_rev_bottom_up
 assert max_rev_bottom_up == max_rev_naive


if __name__ == "__main__":
      main()