


'''simple docstring'''






from typing import Dict, List, Optional, Tuple

from ...tokenization_utils import AddedToken, PreTrainedTokenizer
from ...utils import logging


__UpperCAmelCase    				=							logging.get_logger(__name__)




class 		a__				(							a__  ):





							'''simple docstring'''






							lowercase__			:   int							=      ["input_ids", "attention_mask"]







							def __init__(		self					,    lowerCamelCase_="[PAD]"					,    lowerCamelCase_="[BOS]"					,    lowerCamelCase_="[EOS]"					,    lowerCamelCase_="[MASK]"					,    lowerCamelCase_="[CLS]"					,    lowerCamelCase_="[SEP]"					,    lowerCamelCase_=20_48					,    **lowerCamelCase_					,    )       ->							None:
														lowerCAmelCase__          =	AddedToken(lowerCamelCase_					,    lstrip=lowerCamelCase_					,    rstrip=lowerCamelCase_   ) if isinstance(lowerCamelCase_					,    lowerCamelCase_   ) else pad_token
														lowerCAmelCase__          =	AddedToken(lowerCamelCase_					,    lstrip=lowerCamelCase_					,    rstrip=lowerCamelCase_   ) if isinstance(lowerCamelCase_					,    lowerCamelCase_   ) else bos_token
														lowerCAmelCase__          =	AddedToken(lowerCamelCase_					,    lstrip=lowerCamelCase_					,    rstrip=lowerCamelCase_   ) if isinstance(lowerCamelCase_					,    lowerCamelCase_   ) else eos_token
														lowerCAmelCase__          =	AddedToken(lowerCamelCase_					,    lstrip=lowerCamelCase_					,    rstrip=lowerCamelCase_   ) if isinstance(lowerCamelCase_					,    lowerCamelCase_   ) else mask_token
														lowerCAmelCase__          =	AddedToken(lowerCamelCase_					,    lstrip=lowerCamelCase_					,    rstrip=lowerCamelCase_   ) if isinstance(lowerCamelCase_					,    lowerCamelCase_   ) else cls_token
														lowerCAmelCase__          =	AddedToken(lowerCamelCase_					,    lstrip=lowerCamelCase_					,    rstrip=lowerCamelCase_   ) if isinstance(lowerCamelCase_					,    lowerCamelCase_   ) else sep_token

														super().__init__(
														    pad_token=lowerCamelCase_					,    bos_token=lowerCamelCase_					,    eos_token=lowerCamelCase_					,    mask_token=lowerCamelCase_					,    cls_token=lowerCamelCase_					,    sep_token=lowerCamelCase_					,    model_max_length=lowerCamelCase_					,    **lowerCamelCase_					,    )

														lowerCAmelCase__          =	2**8  # utf is 8 bits

														# define special tokens dict
														lowerCAmelCase__          =	{
														    self.pad_token: 0,
														    self.bos_token: 1,
														    self.eos_token: 2,
														    self.mask_token: 3,
														    self.cls_token: 4,
														    self.sep_token: 5,
														}
														lowerCAmelCase__          =	len(self.special_tokens_encoder   )
														lowerCAmelCase__          =	{v: k for k, v in self.special_tokens_encoder.items()}







							def   __SCREAMING_SNAKE_CASE							(		self   )       ->							Dict[str, int]:
														lowerCAmelCase__          =	self.special_tokens_encoder.copy()
														vocab.update(self.added_tokens_encoder   )
														for i in range(self._utf_vocab_size   ):
																					lowerCAmelCase__          =	chr(lowerCamelCase_   )
																					lowerCAmelCase__          =	i + len(self.special_tokens_encoder   )
														return vocab







							@property
							def   __SCREAMING_SNAKE_CASE							(		self   )       ->							Union[str, Any]:
														return self._utf_vocab_size + self._num_special_tokens







							def   __SCREAMING_SNAKE_CASE							(		self					,    lowerCamelCase_					,    lowerCamelCase_ = None					,    lowerCamelCase_ = False   )       ->							List[int]:
														if already_has_special_tokens:
																					return super().get_special_tokens_mask(
																					    token_ids_a=lowerCamelCase_					,    token_ids_a=lowerCamelCase_					,    already_has_special_tokens=lowerCamelCase_   )

														# normal case: some special tokens
														if token_ids_a is None:
																					return [1] + [0] * len(lowerCamelCase_   ) + [1]
														return [1] + ([0] * len(lowerCamelCase_   )) + [1] + ([0] * len(lowerCamelCase_   )) + [1]







							def   __SCREAMING_SNAKE_CASE							(		self					,    lowerCamelCase_					,    lowerCamelCase_ = None   )       ->							List[int]:
														if token_ids_a is None:
																					return [self.cls_token_id] + token_ids_a + [self.sep_token_id]
														else:
																					return [self.cls_token_id] + token_ids_a + [self.sep_token_id] + token_ids_a + [self.sep_token_id]







							def   __SCREAMING_SNAKE_CASE							(		self					,    lowerCamelCase_   )       ->							List[str]:
														lowerCAmelCase__          =	[chr(lowerCamelCase_   ) for i in text.encode('''utf-8'''   )]
														return tokens







							def   __SCREAMING_SNAKE_CASE							(		self					,    lowerCamelCase_   )       ->							Any:
														if token in self.special_tokens_encoder:
																					lowerCAmelCase__          =	self.special_tokens_encoder[token]
														elif token in self.added_tokens_encoder:
																					lowerCAmelCase__          =	self.added_tokens_encoder[token]
														elif len(lowerCamelCase_   ) != 1:
																					lowerCAmelCase__          =	self.unk_token_id
														else:
																					lowerCAmelCase__          =	ord(lowerCamelCase_   ) + self._num_special_tokens
														return token_id







							def   __SCREAMING_SNAKE_CASE							(		self					,    lowerCamelCase_   )       ->							Optional[int]:
														if index in self.special_tokens_decoder:
																					lowerCAmelCase__          =	self.special_tokens_decoder[index]
														elif index in self.added_tokens_decoder:
																					lowerCAmelCase__          =	self.added_tokens_decoder[index]
														else:
																					lowerCAmelCase__          =	chr(index - self._num_special_tokens   )
														return token







							def   __SCREAMING_SNAKE_CASE							(		self					,    lowerCamelCase_   )       ->							Optional[int]:
														lowerCAmelCase__          =	b''''''
														for token in tokens:
																					if token in self.special_tokens_decoder:
																												lowerCAmelCase__          =	self.special_tokens_decoder[token].encode('''utf-8'''   )
																					elif token in self.added_tokens_decoder:
																												lowerCAmelCase__          =	self.special_tokens_decoder[token].encode('''utf-8'''   )
																					elif token in self.special_tokens_encoder:
																												lowerCAmelCase__          =	token.encode('''utf-8'''   )
																					elif token in self.added_tokens_encoder:
																												lowerCAmelCase__          =	token.encode('''utf-8'''   )
																					else:
																												lowerCAmelCase__          =	bytes([ord(lowerCamelCase_   )]   )
																					bstring += tok_string
														lowerCAmelCase__          =	bstring.decode('''utf-8'''					,    errors='''replace'''   )
														return string







							def   __SCREAMING_SNAKE_CASE							(		self					,    lowerCamelCase_					,    lowerCamelCase_ = None   )       ->							Tuple[str]:
														return ()



'''simple docstring'''






import warnings

from ...utils import logging
from .image_processing_mobilenet_va import MobileNetVaImageProcessor


__UpperCAmelCase    				=							logging.get_logger(__name__)




class 		a__				(							a__  ):





							'''simple docstring'''






							def __init__(		self					,    *lowerCamelCase_					,    **lowerCamelCase_   )       ->							None:
														warnings.warn(
														    '''The class MobileNetV2FeatureExtractor is deprecated and will be removed in version 5 of Transformers.'''
														    ''' Please use MobileNetV2ImageProcessor instead.'''					,    lowerCamelCase_					,    )
														super().__init__(*lowerCamelCase_					,    **lowerCamelCase_   )