
'''simple docstring'''





import enum
import inspect
import warnings
from functools import wraps
from typing import Callable, Optional

from .logging import get_logger


UpperCAmelCase            = set()
UpperCAmelCase            = get_logger(__name__)

def   A			(							A_				:       Optional[str] = None							):

						def decorator(A_				:       Callable							):
												global _emitted_deprecation_warnings

												if inspect.isclass(A_							):
																		snake_case							:  Tuple			=     deprecated_class_or_function.__init__
																		snake_case							:  Union[str, Any]			=     deprecated_class_or_function.__name__
												else:
																		snake_case							:  Tuple			=     deprecated_class_or_function
																		snake_case							:  Dict			=     deprecated_function.__name__
																		# Support deprecating __init__ class method: class name instead
																		snake_case							:  List[Any]			=     name if name != '''__init__''' else deprecated_function.__qualname__.split('''.'''							)[-2]

												snake_case							:  Optional[int]			=     (
												    F"""{name} is deprecated and will be removed in the next major version of datasets.""" + F""" {help_message}"""
												    if help_message
												    else ''''''
												)

												@wraps(A_							)
												def wrapper(*A_				:       Union[str, Any]     ,				**A_				:       str							):
																		snake_case							:  Tuple			=     hash(A_							)
																		if func_hash not in _emitted_deprecation_warnings:
																								warnings.warn(A_     ,				category=A_     ,				stacklevel=2							)
																								_emitted_deprecation_warnings.add(A_							)
																		return deprecated_function(*A_     ,				**A_							)

												snake_case							:  int			=     '''deprecated'''

												if inspect.isclass(A_							):
																		snake_case							:  Tuple			=     wrapper
																		return deprecated_class_or_function
												else:
																		return wrapper

						return decorator

class     a (					enum.EnumMeta     ):




				def __getattribute__(				cls						:					List[str],     SCREAMING_SNAKE_CASE_						:					Union[str, Any]   ):
										snake_case							:  str			=     super().__getattribute__(SCREAMING_SNAKE_CASE_   )
										if isinstance(SCREAMING_SNAKE_CASE_,     enum.Enum   ) and obj._on_access:
																obj._on_access()
										return obj




				def __getitem__(				cls						:					Tuple,     SCREAMING_SNAKE_CASE_						:					str   ):
										snake_case							:  Union[str, Any]			=     super().__getitem__(SCREAMING_SNAKE_CASE_   )
										if member._on_access:
																member._on_access()
										return member




				def __call__(				cls						:					Union[str, Any],     SCREAMING_SNAKE_CASE_						:					Tuple,     SCREAMING_SNAKE_CASE_						:					Optional[int]=None,     *, SCREAMING_SNAKE_CASE_						:					Dict=None,     SCREAMING_SNAKE_CASE_						:					str=None,     SCREAMING_SNAKE_CASE_						:					Optional[int]=None,     SCREAMING_SNAKE_CASE_						:					Optional[int]=1   ):
										snake_case							:  str			=     super().__call__(SCREAMING_SNAKE_CASE_,     SCREAMING_SNAKE_CASE_,     module=SCREAMING_SNAKE_CASE_,     qualname=SCREAMING_SNAKE_CASE_,     type=SCREAMING_SNAKE_CASE_,     start=SCREAMING_SNAKE_CASE_   )
										if isinstance(SCREAMING_SNAKE_CASE_,     enum.Enum   ) and obj._on_access:
																obj._on_access()
										return obj




class     a (					enum.Enum					,metaclass=__magic_name__     ):




				def __new__(				cls						:					Optional[int],     SCREAMING_SNAKE_CASE_						:					List[Any]   ):
										snake_case							:  Union[str, Any]			=     object.__new__(cls   )
										snake_case							:  List[str]			=     value
										snake_case							:  List[str]			=     member.deprecate
										return member




				@property
				def 						__snake_case				(				self						:					Any   ):
										return ""




				def 						__snake_case				(				self						:					int   ):
										snake_case							:  Union[str, Any]			=     F""" {self.help_message}""" if self.help_message else ''''''
										warnings.warn(
										    F"""'{self.__objclass__.__name__}' is deprecated and will be removed in the next major version of datasets."""
										    + help_message,     SCREAMING_SNAKE_CASE_,     stacklevel=3,     )




"""simple docstring"""





import json
from typing import List, Optional, Tuple

from tokenizers import normalizers

from ...tokenization_utils import AddedToken
from ...tokenization_utils_fast import PreTrainedTokenizerFast
from ...utils import logging
from .tokenization_mpnet import MPNetTokenizer


_SCREAMING_SNAKE_CASE							:	Union[str, Any]										=			logging.get_logger(__name__)

_SCREAMING_SNAKE_CASE							:	Union[str, Any]										=			{"""vocab_file""": """vocab.txt""", """tokenizer_file""": """tokenizer.json"""}

_SCREAMING_SNAKE_CASE							:	List[Any]										=			{
    """vocab_file""": {
        """microsoft/mpnet-base""": """https://huggingface.co/microsoft/mpnet-base/resolve/main/vocab.txt""",
    },
    """tokenizer_file""": {
        """microsoft/mpnet-base""": """https://huggingface.co/microsoft/mpnet-base/resolve/main/tokenizer.json""",
    },
}

_SCREAMING_SNAKE_CASE							:	List[Any]										=			{
    """microsoft/mpnet-base""": 5_1_2,
}

_SCREAMING_SNAKE_CASE							:	Optional[int]										=			{
    """microsoft/mpnet-base""": {"""do_lower_case""": True},
}

class      __a (   snake_case__     ):

			"""simple docstring"""

			SCREAMING_SNAKE_CASE_      =    VOCAB_FILES_NAMES
			SCREAMING_SNAKE_CASE_      =    PRETRAINED_VOCAB_FILES_MAP
			SCREAMING_SNAKE_CASE_      =    PRETRAINED_INIT_CONFIGURATION
			SCREAMING_SNAKE_CASE_      =    PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
			SCREAMING_SNAKE_CASE_      =    MPNetTokenizer
			SCREAMING_SNAKE_CASE_      =    ['input_ids', 'attention_mask']






			def __init__(				self  :       List[str]    ,	lowercase_  :       List[Any]=None    ,	lowercase_  :       Optional[int]=None    ,	lowercase_  :       Optional[int]=True    ,	lowercase_  :       str="<s>"    ,	lowercase_  :       str="</s>"    ,	lowercase_  :       List[Any]="</s>"    ,	lowercase_  :       Tuple="<s>"    ,	lowercase_  :       Any="[UNK]"    ,	lowercase_  :       Dict="<pad>"    ,	lowercase_  :       Optional[Any]="<mask>"    ,	lowercase_  :       List[str]=True    ,	lowercase_  :       Optional[Any]=None    ,	**lowercase_  :       Dict    ,	):
								super().__init__(
								    lowercase_    ,	tokenizer_file=lowercase_    ,	do_lower_case=lowercase_    ,	bos_token=lowercase_    ,	eos_token=lowercase_    ,	sep_token=lowercase_    ,	cls_token=lowercase_    ,	unk_token=lowercase_    ,	pad_token=lowercase_    ,	mask_token=lowercase_    ,	tokenize_chinese_chars=lowercase_    ,	strip_accents=lowercase_    ,	**lowercase_    ,	)

								UpperCamelCase__		:     List[str]								=json.loads(self.backend_tokenizer.normalizer.__getstate__()    )
								if (
								    pre_tok_state.get('''lowercase'''    ,	lowercase_    ) != do_lower_case
								    or pre_tok_state.get('''strip_accents'''    ,	lowercase_    ) != strip_accents
								):
													UpperCamelCase__		:     int								=getattr(lowercase_    ,	pre_tok_state.pop('''type'''    )    )
													UpperCamelCase__		:     List[Any]								=do_lower_case
													UpperCamelCase__		:     Optional[Any]								=strip_accents
													UpperCamelCase__		:     Optional[int]								=pre_tok_class(**lowercase_    )

								UpperCamelCase__		:     Tuple								=do_lower_case






			@property
			def  _lowerCAmelCase      (				self  :       List[str]    ):
								if self._mask_token is None:
													if self.verbose:
																		logger.error('''Using mask_token, but it is not set yet.'''    )
													return None
								return str(self._mask_token    )






			@mask_token.setter
			def  _lowerCAmelCase      (				self  :       int    ,	lowercase_  :       str    ):
								UpperCamelCase__		:     int								=AddedToken(lowercase_    ,	lstrip=lowercase_    ,	rstrip=lowercase_    ) if isinstance(lowercase_    ,	lowercase_    ) else value
								UpperCamelCase__		:     str								=value






			def  _lowerCAmelCase      (				self  :       Tuple    ,	lowercase_  :       Any    ,	lowercase_  :       Tuple=None    ):
								UpperCamelCase__		:     int								=[self.bos_token_id] + token_ids_a + [self.eos_token_id]
								if token_ids_a is None:
													return output

								return output + [self.eos_token_id] + token_ids_a + [self.eos_token_id]






			def  _lowerCAmelCase      (				self  :       List[str]    ,	lowercase_  :       List[int]    ,	lowercase_  :       Optional[List[int]] = None    ):
								UpperCamelCase__		:     str								=[self.sep_token_id]
								UpperCamelCase__		:     List[str]								=[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 + sep + token_ids_a + sep    ) * [0]






			def  _lowerCAmelCase      (				self  :       str    ,	lowercase_  :       str    ,	lowercase_  :       Optional[str] = None    ):
								UpperCamelCase__		:     List[Any]								=self._tokenizer.model.save(lowercase_    ,	name=lowercase_    )
								return tuple(lowercase_    )


