import os
import unittest

from transformers import MobileBertTokenizer, MobileBertTokenizerFast
from transformers.models.bert.tokenization_bert import (
    VOCAB_FILES_NAMES,
    BasicTokenizer,
    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 		_lowerCamelCase		( UpperCamelCase_     ,  unittest.TestCase     ):
    __a						=   MobileBertTokenizer
    __a						=   MobileBertTokenizerFast
    __a						=   True
    __a						=   True
    __a						=   filter_non_english
    __a						=   "google/mobilebert-uncased"
    def     UpperCamelCase_					(	self )							->       str:
     super().setUp()

     SCREAMING_SNAKE_CASE__: List[str]=   [
         '''[UNK]''',
         '''[CLS]''',
         '''[SEP]''',
         '''[PAD]''',
         '''[MASK]''',
         '''want''',
         '''##want''',
         '''##ed''',
         '''wa''',
         '''un''',
         '''runn''',
         '''##ing''',
         ''',''',
         '''low''',
         '''lowest''',
     ]
     SCREAMING_SNAKE_CASE__: Any=   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] ) )

     SCREAMING_SNAKE_CASE__: str=   [
         (tokenizer_def[0], self.pre_trained_model_path, tokenizer_def[2])  # else the 'google/' prefix is stripped
         for tokenizer_def in self.tokenizers_list
     ]
    def     UpperCamelCase_					(	self			,			lowerCAmelCase )							->       List[Any]:
     SCREAMING_SNAKE_CASE__: Union[str, Any]=   '''UNwant\u00E9d,running'''
     SCREAMING_SNAKE_CASE__: List[str]=   '''unwanted, running'''
     return input_text, output_text
    def     UpperCamelCase_					(	self )							->       List[Any]:
     SCREAMING_SNAKE_CASE__: Optional[Any]=   self.tokenizer_class(self.vocab_file )

     SCREAMING_SNAKE_CASE__: Tuple=   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 )							->       List[str]:
     if not self.test_rust_tokenizer:
      return

     SCREAMING_SNAKE_CASE__: List[Any]=   self.get_tokenizer()
     SCREAMING_SNAKE_CASE__: List[Any]=   self.get_rust_tokenizer()

     SCREAMING_SNAKE_CASE__: Union[str, Any]=   '''UNwant\u00E9d,running'''

     SCREAMING_SNAKE_CASE__: Any=   tokenizer.tokenize(lowerCAmelCase )
     SCREAMING_SNAKE_CASE__: Union[str, Any]=   rust_tokenizer.tokenize(lowerCAmelCase )
     self.assertListEqual(lowerCAmelCase			,			lowerCAmelCase )

     SCREAMING_SNAKE_CASE__: str=   tokenizer.encode(lowerCAmelCase			,			add_special_tokens=lowerCAmelCase )
     SCREAMING_SNAKE_CASE__: Dict=   rust_tokenizer.encode(lowerCAmelCase			,			add_special_tokens=lowerCAmelCase )
     self.assertListEqual(lowerCAmelCase			,			lowerCAmelCase )

     SCREAMING_SNAKE_CASE__: Optional[Any]=   self.get_rust_tokenizer()
     SCREAMING_SNAKE_CASE__: List[str]=   tokenizer.encode(lowerCAmelCase )
     SCREAMING_SNAKE_CASE__: Union[str, Any]=   rust_tokenizer.encode(lowerCAmelCase )
     self.assertListEqual(lowerCAmelCase			,			lowerCAmelCase )

     # With lower casing
     SCREAMING_SNAKE_CASE__: Optional[Any]=   self.get_tokenizer(do_lower_case=lowerCAmelCase )
     SCREAMING_SNAKE_CASE__: List[str]=   self.get_rust_tokenizer(do_lower_case=lowerCAmelCase )

     SCREAMING_SNAKE_CASE__: Any=   '''UNwant\u00E9d,running'''

     SCREAMING_SNAKE_CASE__: List[Any]=   tokenizer.tokenize(lowerCAmelCase )
     SCREAMING_SNAKE_CASE__: List[str]=   rust_tokenizer.tokenize(lowerCAmelCase )
     self.assertListEqual(lowerCAmelCase			,			lowerCAmelCase )

     SCREAMING_SNAKE_CASE__: Any=   tokenizer.encode(lowerCAmelCase			,			add_special_tokens=lowerCAmelCase )
     SCREAMING_SNAKE_CASE__: List[str]=   rust_tokenizer.encode(lowerCAmelCase			,			add_special_tokens=lowerCAmelCase )
     self.assertListEqual(lowerCAmelCase			,			lowerCAmelCase )

     SCREAMING_SNAKE_CASE__: Optional[int]=   self.get_rust_tokenizer()
     SCREAMING_SNAKE_CASE__: int=   tokenizer.encode(lowerCAmelCase )
     SCREAMING_SNAKE_CASE__: str=   rust_tokenizer.encode(lowerCAmelCase )
     self.assertListEqual(lowerCAmelCase			,			lowerCAmelCase )
    def     UpperCamelCase_					(	self )							->       Dict:
     SCREAMING_SNAKE_CASE__: str=   BasicTokenizer()

     self.assertListEqual(tokenizer.tokenize('''ah\u535A\u63A8zz''' )			,			['''ah''', '''\u535A''', '''\u63A8''', '''zz'''] )
    def     UpperCamelCase_					(	self )							->       Optional[int]:
     SCREAMING_SNAKE_CASE__: 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     UpperCamelCase_					(	self )							->       List[Any]:
     SCREAMING_SNAKE_CASE__: Dict=   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 )							->       Optional[Any]:
     SCREAMING_SNAKE_CASE__: Dict=   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]:
     SCREAMING_SNAKE_CASE__: List[Any]=   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 )							->       Optional[Any]:
     SCREAMING_SNAKE_CASE__: Dict=   BasicTokenizer(do_lower_case=lowerCAmelCase )

     self.assertListEqual(
         tokenizer.tokenize(''' \tHeLLo!how  \n Are yoU?  ''' )			,			['''HeLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?'''] )
    def     UpperCamelCase_					(	self )							->       Tuple:
     SCREAMING_SNAKE_CASE__: int=   BasicTokenizer(do_lower_case=lowerCAmelCase			,			strip_accents=lowerCAmelCase )

     self.assertListEqual(
         tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  ''' )			,			['''HäLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?'''] )
    def     UpperCamelCase_					(	self )							->       Optional[Any]:
     SCREAMING_SNAKE_CASE__: List[str]=   BasicTokenizer(do_lower_case=lowerCAmelCase			,			strip_accents=lowerCAmelCase )

     self.assertListEqual(
         tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  ''' )			,			['''HaLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?'''] )
    def     UpperCamelCase_					(	self )							->       Any:
     SCREAMING_SNAKE_CASE__: Dict=   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 )							->       Any:
     SCREAMING_SNAKE_CASE__: List[str]=   ['''[UNK]''', '''[CLS]''', '''[SEP]''', '''want''', '''##want''', '''##ed''', '''wa''', '''un''', '''runn''', '''##ing''']

     SCREAMING_SNAKE_CASE__: Union[str, Any]=   {}
     for i, token in enumerate(lowerCAmelCase ):
      SCREAMING_SNAKE_CASE__: str=   i
     SCREAMING_SNAKE_CASE__: Tuple=   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'''] )
    def     UpperCamelCase_					(	self )							->       Optional[int]:
     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:
     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 )							->       int:
     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 )							->       Dict:
     SCREAMING_SNAKE_CASE__: Tuple=   self.get_tokenizer()
     SCREAMING_SNAKE_CASE__: List[Any]=   self.get_rust_tokenizer()

     # Example taken from the issue https://github.com/huggingface/tokenizers/issues/340
     self.assertListEqual([tokenizer.tokenize(lowerCAmelCase ) for t in ['''Test''', '''\xad''', '''test''']]			,			[['''[UNK]'''], [], ['''[UNK]''']] )

     self.assertListEqual(
         [rust_tokenizer.tokenize(lowerCAmelCase ) for t in ['''Test''', '''\xad''', '''test''']]			,			[['''[UNK]'''], [], ['''[UNK]''']] )
    @slow
    def     UpperCamelCase_					(	self )							->       Tuple:
     SCREAMING_SNAKE_CASE__: Optional[int]=   self.tokenizer_class.from_pretrained('''google/mobilebert-uncased''' )

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

     SCREAMING_SNAKE_CASE__: Dict=   tokenizer.build_inputs_with_special_tokens(lowerCAmelCase )
     SCREAMING_SNAKE_CASE__: Tuple=   tokenizer.build_inputs_with_special_tokens(lowerCAmelCase			,			lowerCAmelCase )

     assert encoded_sentence == [101] + text + [102]
     assert encoded_pair == [101] + text + [102] + text_a + [102]
    def     UpperCamelCase_					(	self )							->       Union[str, Any]:
     for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
      with self.subTest(f'{tokenizer.__class__.__name__} ({pretrained_name})' ):
       SCREAMING_SNAKE_CASE__: Union[str, Any]=   self.rust_tokenizer_class.from_pretrained(lowerCAmelCase			,			**lowerCAmelCase )

       SCREAMING_SNAKE_CASE__: int=   f'A, naïve {tokenizer_r.mask_token} AllenNLP sentence.'
       SCREAMING_SNAKE_CASE__: Dict=   tokenizer_r.encode_plus(
           lowerCAmelCase			,			return_attention_mask=lowerCAmelCase			,			return_token_type_ids=lowerCAmelCase			,			return_offsets_mapping=lowerCAmelCase			,			add_special_tokens=lowerCAmelCase			,			)

       SCREAMING_SNAKE_CASE__: Any=   tokenizer_r.do_lower_case if hasattr(lowerCAmelCase			,			'''do_lower_case''' ) else False
       SCREAMING_SNAKE_CASE__: 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 )							->       Dict:
     SCREAMING_SNAKE_CASE__: Optional[Any]=   ['''的''', '''人''', '''有''']
     SCREAMING_SNAKE_CASE__: List[Any]=   ''''''.join(lowerCAmelCase )
     for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
      with self.subTest(f'{tokenizer.__class__.__name__} ({pretrained_name})' ):
       SCREAMING_SNAKE_CASE__: Dict=   True
       SCREAMING_SNAKE_CASE__: Optional[Any]=   self.tokenizer_class.from_pretrained(lowerCAmelCase			,			**lowerCAmelCase )
       SCREAMING_SNAKE_CASE__: Optional[Any]=   self.rust_tokenizer_class.from_pretrained(lowerCAmelCase			,			**lowerCAmelCase )

       SCREAMING_SNAKE_CASE__: Optional[int]=   tokenizer_p.encode(lowerCAmelCase			,			add_special_tokens=lowerCAmelCase )
       SCREAMING_SNAKE_CASE__: Tuple=   tokenizer_r.encode(lowerCAmelCase			,			add_special_tokens=lowerCAmelCase )

       SCREAMING_SNAKE_CASE__: Union[str, Any]=   tokenizer_r.convert_ids_to_tokens(lowerCAmelCase )
       SCREAMING_SNAKE_CASE__: Any=   tokenizer_p.convert_ids_to_tokens(lowerCAmelCase )

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

       SCREAMING_SNAKE_CASE__: List[Any]=   False
       SCREAMING_SNAKE_CASE__: Tuple=   self.rust_tokenizer_class.from_pretrained(lowerCAmelCase			,			**lowerCAmelCase )
       SCREAMING_SNAKE_CASE__: Optional[int]=   self.tokenizer_class.from_pretrained(lowerCAmelCase			,			**lowerCAmelCase )

       SCREAMING_SNAKE_CASE__: int=   tokenizer_r.encode(lowerCAmelCase			,			add_special_tokens=lowerCAmelCase )
       SCREAMING_SNAKE_CASE__: Optional[Any]=   tokenizer_p.encode(lowerCAmelCase			,			add_special_tokens=lowerCAmelCase )

       SCREAMING_SNAKE_CASE__: Union[str, Any]=   tokenizer_r.convert_ids_to_tokens(lowerCAmelCase )
       SCREAMING_SNAKE_CASE__: Dict=   tokenizer_p.convert_ids_to_tokens(lowerCAmelCase )

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






"""simple docstring"""







import json
from typing import List, Optional, Tuple

from tokenizers import normalizers

from ...tokenization_utils_fast import PreTrainedTokenizerFast
from ...utils import logging
from .tokenization_squeezebert import SqueezeBertTokenizer


a_							=    logging.get_logger(__name__)

a_							=    {"""vocab_file""": """vocab.txt""", """tokenizer_file""": """tokenizer.json"""}

a_							=    {
    """vocab_file""": {
        """squeezebert/squeezebert-uncased""": (
            """https://huggingface.co/squeezebert/squeezebert-uncased/resolve/main/vocab.txt"""
        ),
        """squeezebert/squeezebert-mnli""": """https://huggingface.co/squeezebert/squeezebert-mnli/resolve/main/vocab.txt""",
        """squeezebert/squeezebert-mnli-headless""": (
            """https://huggingface.co/squeezebert/squeezebert-mnli-headless/resolve/main/vocab.txt"""
        ),
    },
    """tokenizer_file""": {
        """squeezebert/squeezebert-uncased""": (
            """https://huggingface.co/squeezebert/squeezebert-uncased/resolve/main/tokenizer.json"""
        ),
        """squeezebert/squeezebert-mnli""": (
            """https://huggingface.co/squeezebert/squeezebert-mnli/resolve/main/tokenizer.json"""
        ),
        """squeezebert/squeezebert-mnli-headless""": (
            """https://huggingface.co/squeezebert/squeezebert-mnli-headless/resolve/main/tokenizer.json"""
        ),
    },
}

a_							=    {
    """squeezebert/squeezebert-uncased""": 5_12,
    """squeezebert/squeezebert-mnli""": 5_12,
    """squeezebert/squeezebert-mnli-headless""": 5_12,
}


a_							=    {
    """squeezebert/squeezebert-uncased""": {"""do_lower_case""": True},
    """squeezebert/squeezebert-mnli""": {"""do_lower_case""": True},
    """squeezebert/squeezebert-mnli-headless""": {"""do_lower_case""": True},
}







class 					A_(SCREAMING_SNAKE_CASE_      ):







			"""simple docstring"""



			a_       :			Union[str, Any]												=			VOCAB_FILES_NAMES
			a_       :			List[str]												=			PRETRAINED_VOCAB_FILES_MAP
			a_       :			Optional[Any]												=			PRETRAINED_INIT_CONFIGURATION
			a_       :			Tuple												=			PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
			a_       :			Optional[int]												=			SqueezeBertTokenizer
			def __init__(	self				,   A=None				,   A=None				,   A=True				,   A="[UNK]"				,   A="[SEP]"				,   A="[PAD]"				,   A="[CLS]"				,   A="[MASK]"				,   A=True				,   A=None				,   **A				,   ):
						super().__init__(
						    A				,   tokenizer_file=A				,   do_lower_case=A				,   unk_token=A				,   sep_token=A				,   pad_token=A				,   cls_token=A				,   mask_token=A				,   tokenize_chinese_chars=A				,   strip_accents=A				,   **A				,   )

						_lowerCamelCase					:					Union[str, Any]	       =    json.loads(self.backend_tokenizer.normalizer.__getstate__()							)
						if (
						    normalizer_state.get('lowercase'				,   A							) != do_lower_case
						    or normalizer_state.get('strip_accents'				,   A							) != strip_accents
						    or normalizer_state.get('handle_chinese_chars'				,   A							) != tokenize_chinese_chars
						):
									_lowerCamelCase					:					List[Any]	       =    getattr(A				,   normalizer_state.pop('type'							)							)
									_lowerCamelCase					:					Optional[Any]	       =    do_lower_case
									_lowerCamelCase					:					str	       =    strip_accents
									_lowerCamelCase					:					Any	       =    tokenize_chinese_chars
									_lowerCamelCase					:					int	       =    normalizer_class(**A							)

						_lowerCamelCase					:					Dict	       =    do_lower_case
			def    _lowerCAmelCase		(	self				,   A				,   A=None							):
						_lowerCamelCase					:					Dict	       =    [self.cls_token_id] + token_ids_a + [self.sep_token_id]

						if token_ids_a:
									output += token_ids_a + [self.sep_token_id]

						return output
			def    _lowerCAmelCase		(	self				,   A				,   A = None							):
						_lowerCamelCase					:					Union[str, Any]	       =    [self.sep_token_id]
						_lowerCamelCase					:					Optional[Any]	       =    [self.cls_token_id]
						if token_ids_a is None:
									return len(cls + token_ids_a + sep							) * [0]
						return len(cls + token_ids_a + sep							) * [0] + len(token_ids_a + sep							) * [1]

			def    _lowerCAmelCase		(	self				,   A				,   A = None							):
						_lowerCamelCase					:					str	       =    self._tokenizer.model.save(A				,   name=A							)
						return tuple(A							)





