"""simple docstring"""




import os
import unittest

from transformers import BertTokenizerFast
from transformers.models.bert.tokenization_bert import (
    VOCAB_FILES_NAMES,
    BasicTokenizer,
    BertTokenizer,
    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 		__A							(				SCREAMING_SNAKE_CASE_					,			unittest.TestCase	):
     _UpperCamelCase							:    Any	      =	BertTokenizer
     _UpperCamelCase							:    str	      =	BertTokenizerFast
     _UpperCamelCase							:    List[Any]	      =	True
     _UpperCamelCase							:    Optional[Any]	      =	True
     _UpperCamelCase							:    Optional[Any]	      =	filter_non_english






     def 					__A						(	self						):
       super().setUp()

       _lowerCAmelCase		: Tuple						    =  [
           """[UNK]""",
           """[CLS]""",
           """[SEP]""",
           """[PAD]""",
           """[MASK]""",
           """want""",
           """##want""",
           """##ed""",
           """wa""",
           """un""",
           """runn""",
           """##ing""",
           """,""",
           """low""",
           """lowest""",
       ]
       _lowerCAmelCase		: List[str]						    =  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 					__A						(	self       ,  a__						):
       _lowerCAmelCase		: Optional[int]						    =  """UNwant\u00E9d,running"""
       _lowerCAmelCase		: Dict						    =  """unwanted, running"""
       return input_text, output_text






     def 					__A						(	self						):
       _lowerCAmelCase		: Any						    =  self.tokenizer_class(self.vocab_file						)

       _lowerCAmelCase		: Optional[int]						    =  tokenizer.tokenize("""UNwant\u00E9d,running"""						)
       self.assertListEqual(a__       ,  ["""un""", """##want""", """##ed""", """,""", """runn""", """##ing"""]						)
       self.assertListEqual(tokenizer.convert_tokens_to_ids(a__						)       ,  [9, 6, 7, 12, 10, 11]						)






     def 					__A						(	self						):
       if not self.test_rust_tokenizer:
         return

       _lowerCAmelCase		: Union[str, Any]						    =  self.get_tokenizer()
       _lowerCAmelCase		: List[str]						    =  self.get_rust_tokenizer()

       _lowerCAmelCase		: List[str]						    =  """UNwant\u00E9d,running"""

       _lowerCAmelCase		: Tuple						    =  tokenizer.tokenize(a__						)
       _lowerCAmelCase		: Optional[int]						    =  rust_tokenizer.tokenize(a__						)
       self.assertListEqual(a__       ,  a__						)

       _lowerCAmelCase		: Tuple						    =  tokenizer.encode(a__       ,  add_special_tokens=a__						)
       _lowerCAmelCase		: List[str]						    =  rust_tokenizer.encode(a__       ,  add_special_tokens=a__						)
       self.assertListEqual(a__       ,  a__						)

       _lowerCAmelCase		: Any						    =  self.get_rust_tokenizer()
       _lowerCAmelCase		: List[Any]						    =  tokenizer.encode(a__						)
       _lowerCAmelCase		: str						    =  rust_tokenizer.encode(a__						)
       self.assertListEqual(a__       ,  a__						)

       # With lower casing
       _lowerCAmelCase		: Optional[int]						    =  self.get_tokenizer(do_lower_case=a__						)
       _lowerCAmelCase		: int						    =  self.get_rust_tokenizer(do_lower_case=a__						)

       _lowerCAmelCase		: Tuple						    =  """UNwant\u00E9d,running"""

       _lowerCAmelCase		: Optional[Any]						    =  tokenizer.tokenize(a__						)
       _lowerCAmelCase		: str						    =  rust_tokenizer.tokenize(a__						)
       self.assertListEqual(a__       ,  a__						)

       _lowerCAmelCase		: Any						    =  tokenizer.encode(a__       ,  add_special_tokens=a__						)
       _lowerCAmelCase		: Any						    =  rust_tokenizer.encode(a__       ,  add_special_tokens=a__						)
       self.assertListEqual(a__       ,  a__						)

       _lowerCAmelCase		: Dict						    =  self.get_rust_tokenizer()
       _lowerCAmelCase		: List[Any]						    =  tokenizer.encode(a__						)
       _lowerCAmelCase		: int						    =  rust_tokenizer.encode(a__						)
       self.assertListEqual(a__       ,  a__						)






     def 					__A						(	self						):
       _lowerCAmelCase		: Union[str, Any]						    =  BasicTokenizer()

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






     def 					__A						(	self						):
       _lowerCAmelCase		: int						    =  BasicTokenizer(do_lower_case=a__						)

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






     def 					__A						(	self						):
       _lowerCAmelCase		: Any						    =  BasicTokenizer(do_lower_case=a__       ,  strip_accents=a__						)

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






     def 					__A						(	self						):
       _lowerCAmelCase		: Union[str, Any]						    =  BasicTokenizer(do_lower_case=a__       ,  strip_accents=a__						)

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






     def 					__A						(	self						):
       _lowerCAmelCase		: List[Any]						    =  BasicTokenizer(do_lower_case=a__						)

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






     def 					__A						(	self						):
       _lowerCAmelCase		: str						    =  BasicTokenizer(do_lower_case=a__						)

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






     def 					__A						(	self						):
       _lowerCAmelCase		: Optional[Any]						    =  BasicTokenizer(do_lower_case=a__       ,  strip_accents=a__						)

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






     def 					__A						(	self						):
       _lowerCAmelCase		: Any						    =  BasicTokenizer(do_lower_case=a__       ,  strip_accents=a__						)

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






     def 					__A						(	self						):
       _lowerCAmelCase		: int						    =  BasicTokenizer(do_lower_case=a__       ,  never_split=["""[UNK]"""]						)

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






     def 					__A						(	self						):
       _lowerCAmelCase		: List[Any]						    =  BasicTokenizer()
       _lowerCAmelCase		: int						    =  """a\n'll !!to?'d of, can't."""
       _lowerCAmelCase		: Tuple						    =  ["""a""", """'""", """ll""", """!""", """!""", """to""", """?""", """'""", """d""", """of""", """,""", """can""", """'""", """t""", """."""]
       self.assertListEqual(tokenizer.tokenize(a__						)       ,  a__						)






     def 					__A						(	self						):
       _lowerCAmelCase		: Optional[Any]						    =  ["""[UNK]""", """[CLS]""", """[SEP]""", """want""", """##want""", """##ed""", """wa""", """un""", """runn""", """##ing"""]

       _lowerCAmelCase		: Any						    =  {}
       for i, token in enumerate(a__						):
         _lowerCAmelCase		: Dict						    =  i
       _lowerCAmelCase		: Optional[Any]						    =  WordpieceTokenizer(vocab=a__       ,  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 					__A						(	self						):
       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 					__A						(	self						):
       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 					__A						(	self						):
       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 					__A						(	self						):
       _lowerCAmelCase		: Any						    =  self.get_tokenizer()
       _lowerCAmelCase		: Tuple						    =  self.get_rust_tokenizer()

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

       self.assertListEqual(
           [rust_tokenizer.tokenize(a__						) for t in ["""Test""", """\xad""", """test"""]]       ,  [["""[UNK]"""], [], ["""[UNK]"""]]						)






     @slow
     def 					__A						(	self						):
       _lowerCAmelCase		: str						    =  self.tokenizer_class.from_pretrained("""bert-base-uncased"""						)

       _lowerCAmelCase		: int						    =  tokenizer.encode("""sequence builders"""       ,  add_special_tokens=a__						)
       _lowerCAmelCase		: List[Any]						    =  tokenizer.encode("""multi-sequence build"""       ,  add_special_tokens=a__						)

       _lowerCAmelCase		: Optional[int]						    =  tokenizer.build_inputs_with_special_tokens(a__						)
       _lowerCAmelCase		: List[Any]						    =  tokenizer.build_inputs_with_special_tokens(a__       ,  a__						)

       assert encoded_sentence == [101] + text + [102]
       assert encoded_pair == [101] + text + [102] + text_a + [102]






     def 					__A						(	self						):
       for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
         with self.subTest(F"{tokenizer.__class__.__name__} ({pretrained_name})"						):
           _lowerCAmelCase		: str						    =  self.rust_tokenizer_class.from_pretrained(a__       ,  **a__						)

           _lowerCAmelCase		: Any						    =  F"A, naïve {tokenizer_r.mask_token} AllenNLP sentence."
           _lowerCAmelCase		: Dict						    =  tokenizer_r.encode_plus(
               a__       ,  return_attention_mask=a__       ,  return_token_type_ids=a__       ,  return_offsets_mapping=a__       ,  add_special_tokens=a__       ,  )

           _lowerCAmelCase		: List[Any]						    =  tokenizer_r.do_lower_case if hasattr(a__       ,  """do_lower_case"""						) else False
           _lowerCAmelCase		: int						    =  (
               [
                   ((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 					__A						(	self						):
       _lowerCAmelCase		: int						    =  ["""的""", """人""", """有"""]
       _lowerCAmelCase		: Optional[Any]						    =  """""".join(a__						)
       for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
         with self.subTest(F"{tokenizer.__class__.__name__} ({pretrained_name})"						):
           _lowerCAmelCase		: List[Any]						    =  True
           _lowerCAmelCase		: Tuple						    =  self.tokenizer_class.from_pretrained(a__       ,  **a__						)
           _lowerCAmelCase		: Tuple						    =  self.rust_tokenizer_class.from_pretrained(a__       ,  **a__						)

           _lowerCAmelCase		: Any						    =  tokenizer_p.encode(a__       ,  add_special_tokens=a__						)
           _lowerCAmelCase		: List[str]						    =  tokenizer_r.encode(a__       ,  add_special_tokens=a__						)

           _lowerCAmelCase		: List[str]						    =  tokenizer_r.convert_ids_to_tokens(a__						)
           _lowerCAmelCase		: List[str]						    =  tokenizer_p.convert_ids_to_tokens(a__						)

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

           _lowerCAmelCase		: str						    =  False
           _lowerCAmelCase		: str						    =  self.rust_tokenizer_class.from_pretrained(a__       ,  **a__						)
           _lowerCAmelCase		: str						    =  self.tokenizer_class.from_pretrained(a__       ,  **a__						)

           _lowerCAmelCase		: Tuple						    =  tokenizer_r.encode(a__       ,  add_special_tokens=a__						)
           _lowerCAmelCase		: Optional[Any]						    =  tokenizer_p.encode(a__       ,  add_special_tokens=a__						)

           _lowerCAmelCase		: str						    =  tokenizer_r.convert_ids_to_tokens(a__						)
           _lowerCAmelCase		: Union[str, Any]						    =  tokenizer_p.convert_ids_to_tokens(a__						)

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





"""simple docstring"""




import warnings

from diffusers import StableDiffusionInpaintPipeline as StableDiffusionInpaintPipeline  # noqa F401


warnings.warn(
    'The `inpainting.py` script is outdated. Please use directly `from diffusers import'
    ' StableDiffusionInpaintPipeline` instead.'
)




