



import json
from typing import List, Optional, Tuple

from tokenizers import normalizers

from ...tokenization_utils_fast import PreTrainedTokenizerFast
from ...utils import logging
from .tokenization_distilbert import DistilBertTokenizer


UpperCamelCase__ =						logging.get_logger(__name__)

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

UpperCamelCase__ =						{
    """vocab_file""": {
        """distilbert-base-uncased""": """https://huggingface.co/distilbert-base-uncased/resolve/main/vocab.txt""",
        """distilbert-base-uncased-distilled-squad""": (
            """https://huggingface.co/distilbert-base-uncased-distilled-squad/resolve/main/vocab.txt"""
        ),
        """distilbert-base-cased""": """https://huggingface.co/distilbert-base-cased/resolve/main/vocab.txt""",
        """distilbert-base-cased-distilled-squad""": (
            """https://huggingface.co/distilbert-base-cased-distilled-squad/resolve/main/vocab.txt"""
        ),
        """distilbert-base-german-cased""": """https://huggingface.co/distilbert-base-german-cased/resolve/main/vocab.txt""",
        """distilbert-base-multilingual-cased""": (
            """https://huggingface.co/distilbert-base-multilingual-cased/resolve/main/vocab.txt"""
        ),
    },
    """tokenizer_file""": {
        """distilbert-base-uncased""": """https://huggingface.co/distilbert-base-uncased/resolve/main/tokenizer.json""",
        """distilbert-base-uncased-distilled-squad""": (
            """https://huggingface.co/distilbert-base-uncased-distilled-squad/resolve/main/tokenizer.json"""
        ),
        """distilbert-base-cased""": """https://huggingface.co/distilbert-base-cased/resolve/main/tokenizer.json""",
        """distilbert-base-cased-distilled-squad""": (
            """https://huggingface.co/distilbert-base-cased-distilled-squad/resolve/main/tokenizer.json"""
        ),
        """distilbert-base-german-cased""": (
            """https://huggingface.co/distilbert-base-german-cased/resolve/main/tokenizer.json"""
        ),
        """distilbert-base-multilingual-cased""": (
            """https://huggingface.co/distilbert-base-multilingual-cased/resolve/main/tokenizer.json"""
        ),
    },
}

UpperCamelCase__ =						{
    """distilbert-base-uncased""": 5_12,
    """distilbert-base-uncased-distilled-squad""": 5_12,
    """distilbert-base-cased""": 5_12,
    """distilbert-base-cased-distilled-squad""": 5_12,
    """distilbert-base-german-cased""": 5_12,
    """distilbert-base-multilingual-cased""": 5_12,
}


UpperCamelCase__ =						{
    """distilbert-base-uncased""": {"""do_lower_case""": True},
    """distilbert-base-uncased-distilled-squad""": {"""do_lower_case""": True},
    """distilbert-base-cased""": {"""do_lower_case""": False},
    """distilbert-base-cased-distilled-squad""": {"""do_lower_case""": False},
    """distilbert-base-german-cased""": {"""do_lower_case""": False},
    """distilbert-base-multilingual-cased""": {"""do_lower_case""": False},
}
class 			_lowerCAmelCase   ( _UpperCAmelCase			):






			"""simple docstring"""





			lowercase__      :  str      =			VOCAB_FILES_NAMES
			lowercase__      :  List[str]      =			PRETRAINED_VOCAB_FILES_MAP
			lowercase__      :  Optional[Any]      =			PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
			lowercase__      :  Any      =			PRETRAINED_INIT_CONFIGURATION
			lowercase__      :  Tuple      =			["input_ids", "attention_mask"]
			lowercase__      :  Any      =			DistilBertTokenizer





			def __init__(				self	:       Optional[Any]			,     lowercase	:       Optional[Any]=None			,     lowercase	:       int=None			,     lowercase	:       int=True			,     lowercase	:       int="[UNK]"			,     lowercase	:       Union[str, Any]="[SEP]"			,     lowercase	:       Any="[PAD]"			,     lowercase	:       Tuple="[CLS]"			,     lowercase	:       Tuple="[MASK]"			,     lowercase	:       int=True			,     lowercase	:       Dict=None			,     **lowercase	:       List[str]			,     )						->					Dict:
									"""simple docstring"""







									super().__init__(
									    lowercase			,     tokenizer_file=lowercase			,     do_lower_case=lowercase			,     unk_token=lowercase			,     sep_token=lowercase			,     pad_token=lowercase			,     cls_token=lowercase			,     mask_token=lowercase			,     tokenize_chinese_chars=lowercase			,     strip_accents=lowercase			,     **lowercase			,     )

									__lowercase					=				json.loads(self.backend_tokenizer.normalizer.__getstate__()   )
									if (
									    normalizer_state.get("""lowercase"""			,     lowercase   ) != do_lower_case
									    or normalizer_state.get("""strip_accents"""			,     lowercase   ) != strip_accents
									    or normalizer_state.get("""handle_chinese_chars"""			,     lowercase   ) != tokenize_chinese_chars
									):
															__lowercase					=				getattr(lowercase			,     normalizer_state.pop("""type"""   )   )
															__lowercase					=				do_lower_case
															__lowercase					=				strip_accents
															__lowercase					=				tokenize_chinese_chars
															__lowercase					=				normalizer_class(**lowercase   )

									__lowercase					=				do_lower_case





			def 		snake_case__			(				self	:       Tuple			,     lowercase	:       Optional[Any]			,     lowercase	:       Union[str, Any]=None   )						->					List[Any]:
									"""simple docstring"""







									__lowercase					=				[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 		snake_case__			(				self	:       int			,     lowercase	:       List[int]			,     lowercase	:       Optional[List[int]] = None   )						->					List[int]:
									"""simple docstring"""







									__lowercase					=				[self.sep_token_id]
									__lowercase					=				[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 		snake_case__			(				self	:       Any			,     lowercase	:       str			,     lowercase	:       Optional[str] = None   )						->					Tuple[str]:
									"""simple docstring"""







									__lowercase					=				self._tokenizer.model.save(lowercase			,     name=lowercase   )
									return tuple(lowercase   )









def  UpperCAmelCase__    (    lowercase__						,       lowercase__   ) ->      int:
						if len(lowercase__   ) != len(lowercase__   ):
												raise ValueError("""String lengths must match!"""   )

						__lowercase					=				0

						for chara, chara in zip(lowercase__						,       lowercase__   ):
												if chara != chara:
																		count += 1

						return count


if __name__ == "__main__":
			import doctest

			doctest.testmod()





