
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		(      lowerCAmelCase					,	unittest.TestCase     ):
    _a		:						str=				RoCBertTokenizer
    _a		:						str=				None
    _a		:						str=				False
    _a		:						Union[str, Any]=				True
    _a		:						List[str]=				filter_non_english
    def       _SCREAMING_SNAKE_CASE       (  self      ):



           '''simple docstring'''







           super().setUp()

           lowercase							:     Any       	=      ["""[UNK]""", """[CLS]""", """[SEP]""", """[PAD]""", """[MASK]""", """你""", """好""", """是""", """谁""", """a""", """b""", """c""", """d"""]
           lowercase							:     Optional[int]       	=      {}
           lowercase							:     List[str]       	=      {}
           for i, value in enumerate(snake_case      ):
                  lowercase							:     List[str]       	=      i
                  lowercase							:     Optional[int]       	=      i
           lowercase							:     Optional[int]       	=      os.path.join(self.tmpdirname		,VOCAB_FILES_NAMES["""vocab_file"""]      )
           lowercase							:     List[Any]       	=      os.path.join(self.tmpdirname		,VOCAB_FILES_NAMES["""word_shape_file"""]      )
           lowercase							:     List[str]       	=      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       _SCREAMING_SNAKE_CASE       (  self      ):



           '''simple docstring'''







           lowercase							:     Dict       	=      self.tokenizer_class(self.vocab_file		,self.word_shape_file		,self.word_pronunciation_file      )

           lowercase							:     Tuple       	=      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       _SCREAMING_SNAKE_CASE       (  self      ):



           '''simple docstring'''







           lowercase							:     int       	=      RoCBertBasicTokenizer()

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



           '''simple docstring'''







           lowercase							:     Optional[int]       	=      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       _SCREAMING_SNAKE_CASE       (  self      ):



           '''simple docstring'''







           lowercase							:     List[str]       	=      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       _SCREAMING_SNAKE_CASE       (  self      ):



           '''simple docstring'''







           lowercase							:     Dict       	=      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       _SCREAMING_SNAKE_CASE       (  self      ):



           '''simple docstring'''







           lowercase							:     List[str]       	=      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       _SCREAMING_SNAKE_CASE       (  self      ):



           '''simple docstring'''







           lowercase							:     Dict       	=      RoCBertBasicTokenizer(do_lower_case=snake_case      )

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



           '''simple docstring'''







           lowercase							:     Dict       	=      RoCBertBasicTokenizer(do_lower_case=snake_case		,strip_accents=snake_case      )

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



           '''simple docstring'''







           lowercase							:     Optional[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       _SCREAMING_SNAKE_CASE       (  self      ):



           '''simple docstring'''







           lowercase							:     str       	=      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       _SCREAMING_SNAKE_CASE       (  self      ):



           '''simple docstring'''







           lowercase							:     int       	=      ["""[UNK]""", """[CLS]""", """[SEP]""", """want""", """##want""", """##ed""", """wa""", """un""", """runn""", """##ing"""]

           lowercase							:     str       	=      {}
           for i, token in enumerate(snake_case      ):
                  lowercase							:     Optional[Any]       	=      i
           lowercase							:     str       	=      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       _SCREAMING_SNAKE_CASE       (  self      ):



           '''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      ):



           '''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      ):



           '''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       _SCREAMING_SNAKE_CASE       (  self      ):



           '''simple docstring'''







           lowercase							:     int       	=      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:
                  lowercase							:     Union[str, Any]       	=      self.get_rust_tokenizer()
                  self.assertListEqual(
                      [rust_tokenizer.tokenize(snake_case      ) for t in ["""Test""", """\xad""", """test"""]]		,[["""[UNK]"""], [], ["""[UNK]"""]]      )
    def       _SCREAMING_SNAKE_CASE       (  self      ):



           '''simple docstring'''







           for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
                  with self.subTest(f"{tokenizer.__class__.__name__} ({pretrained_name})"      ):
                         lowercase							:     List[Any]       	=      self.rust_tokenizer_class.from_pretrained(snake_case		,**snake_case      )

                         lowercase							:     Optional[Any]       	=      f"A, naïve {tokenizer_r.mask_token} AllenNLP sentence."
                         lowercase							:     str       	=      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		,)

                         lowercase							:     int       	=      tokenizer_r.do_lower_case if hasattr(snake_case		,"""do_lower_case"""      ) else False
                         lowercase							:     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       _SCREAMING_SNAKE_CASE       (  self      ):



           '''simple docstring'''







           lowercase							:     List[str]       	=      ["""的""", """人""", """有"""]
           lowercase							:     List[str]       	=      """""".join(snake_case      )
           for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
                  with self.subTest(f"{tokenizer.__class__.__name__} ({pretrained_name})"      ):
                         lowercase							:     int       	=      True
                         lowercase							:     Any       	=      self.tokenizer_class.from_pretrained(snake_case		,**snake_case      )
                         lowercase							:     str       	=      self.rust_tokenizer_class.from_pretrained(snake_case		,**snake_case      )

                         lowercase							:     Dict       	=      tokenizer_p.encode(snake_case		,add_special_tokens=snake_case      )
                         lowercase							:     Optional[int]       	=      tokenizer_r.encode(snake_case		,add_special_tokens=snake_case      )

                         lowercase							:     Optional[Any]       	=      tokenizer_r.convert_ids_to_tokens(snake_case      )
                         lowercase							:     str       	=      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      )

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

                         lowercase							:     Union[str, Any]       	=      tokenizer_r.encode(snake_case		,add_special_tokens=snake_case      )
                         lowercase							:     Optional[int]       	=      tokenizer_p.encode(snake_case		,add_special_tokens=snake_case      )

                         lowercase							:     str       	=      tokenizer_r.convert_ids_to_tokens(snake_case      )
                         lowercase							:     Optional[Any]       	=      tokenizer_p.convert_ids_to_tokens(snake_case      )

                         # it is expected that only the first Chinese character is not preceded by "##".
                         lowercase							:     List[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       _SCREAMING_SNAKE_CASE       (  self      ):



           '''simple docstring'''







           lowercase							:     List[Any]       	=      self.tokenizer_class(self.vocab_file		,self.word_shape_file		,self.word_pronunciation_file      )

           lowercase							:     List[Any]       	=      tokenizer.encode("""你好"""		,add_special_tokens=snake_case      )
           lowercase							:     Any       	=      tokenizer.encode("""你是谁"""		,add_special_tokens=snake_case      )

           lowercase							:     int       	=      tokenizer.build_inputs_with_special_tokens(snake_case      )
           lowercase							:     List[Any]       	=      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       _SCREAMING_SNAKE_CASE       (  self      ):



           '''simple docstring'''







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

                         lowercase							:     Union[str, Any]       	=      tokenizer.encode_plus(snake_case		,add_special_tokens=snake_case      )

                         self.assertEqual(snake_case		,snake_case      )


def 						_snake_case(  SCREAMING_SNAKE_CASE__					,	SCREAMING_SNAKE_CASE__					,	SCREAMING_SNAKE_CASE__					,	SCREAMING_SNAKE_CASE__					,	SCREAMING_SNAKE_CASE__					,	SCREAMING_SNAKE_CASE__				) ->    List[str]:
       if index == r:
              for j in range(SCREAMING_SNAKE_CASE__				):
                     print(data[j]					,	end=""" """				)
              print(""" """				)
              return
       #  When no more elements are there to put in data[]
       if i >= n:
              return
       # current is included, put next at next location
       lowercase							:     Tuple       	=      arr[i]
       combination_util(SCREAMING_SNAKE_CASE__					,	SCREAMING_SNAKE_CASE__					,	SCREAMING_SNAKE_CASE__					,	index + 1					,	SCREAMING_SNAKE_CASE__					,	i + 1				)
       # current is excluded, replace it with
       # next (Note that i+1 is passed, but
       # index is not changed)
       combination_util(SCREAMING_SNAKE_CASE__					,	SCREAMING_SNAKE_CASE__					,	SCREAMING_SNAKE_CASE__					,	SCREAMING_SNAKE_CASE__					,	SCREAMING_SNAKE_CASE__					,	i + 1				)
       # The main function that prints all combinations
       # of size r in arr[] of size n. This function
       # mainly uses combinationUtil()







def 						_snake_case(  SCREAMING_SNAKE_CASE__					,	SCREAMING_SNAKE_CASE__					,	SCREAMING_SNAKE_CASE__				) ->    List[str]:
       # A temporary array to store all combination one by one
       lowercase							:     Optional[int]       	=      [0] * r
       # Print all combination using temporary array 'data[]'
       combination_util(SCREAMING_SNAKE_CASE__					,	SCREAMING_SNAKE_CASE__					,	SCREAMING_SNAKE_CASE__					,	0					,	SCREAMING_SNAKE_CASE__					,	0				)


if __name__ == "__main__":
  # Driver code to check the function above
  lowercase  :					int						    =							[10, 20, 30, 40, 50]
  print_combination(arr, len(arr), 3)
  # This code is contributed by Ambuj sahu
