
from typing import Dict, List, Optional, Tuple

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


lowerCamelCase_  :       Any					      =     logging.get_logger(__name__)

class 				_UpperCamelCase (    a__     ):






			'''simple docstring'''

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

			def __init__(				self       :				int  ,		snake_case_       :				List[str]="[PAD]"  ,		snake_case_       :				int="[BOS]"  ,		snake_case_       :				Tuple="[EOS]"  ,		snake_case_       :				List[Any]="[MASK]"  ,		snake_case_       :				List[str]="[CLS]"  ,		snake_case_       :				Union[str, Any]="[SEP]"  ,		snake_case_       :				Dict=2048  ,		**snake_case_       :				List[str]  ,		):
							UpperCamelCase_:							str		=  AddedToken(lowerCamelCase_  ,		lstrip=lowerCamelCase_  ,		rstrip=lowerCamelCase_					) if isinstance(lowerCamelCase_  ,		lowerCamelCase_					) else pad_token
							UpperCamelCase_:							Dict		=  AddedToken(lowerCamelCase_  ,		lstrip=lowerCamelCase_  ,		rstrip=lowerCamelCase_					) if isinstance(lowerCamelCase_  ,		lowerCamelCase_					) else bos_token
							UpperCamelCase_:							Tuple		=  AddedToken(lowerCamelCase_  ,		lstrip=lowerCamelCase_  ,		rstrip=lowerCamelCase_					) if isinstance(lowerCamelCase_  ,		lowerCamelCase_					) else eos_token
							UpperCamelCase_:							int		=  AddedToken(lowerCamelCase_  ,		lstrip=lowerCamelCase_  ,		rstrip=lowerCamelCase_					) if isinstance(lowerCamelCase_  ,		lowerCamelCase_					) else mask_token
							UpperCamelCase_:							Tuple		=  AddedToken(lowerCamelCase_  ,		lstrip=lowerCamelCase_  ,		rstrip=lowerCamelCase_					) if isinstance(lowerCamelCase_  ,		lowerCamelCase_					) else cls_token
							UpperCamelCase_:							List[str]		=  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_  ,		)

							UpperCamelCase_:							int		=  2**8  # utf is 8 bits

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

			def 					lowerCAmelCase__		(				self       :				Any					):
							UpperCamelCase_:							Any		=  self.special_tokens_encoder.copy()
							vocab.update(self.added_tokens_encoder					)
							for i in range(self._utf_vocab_size					):
											UpperCamelCase_:							str		=  chr(lowerCamelCase_					)
											UpperCamelCase_:							Dict		=  i + len(self.special_tokens_encoder					)
							return vocab

			@property
			def 					lowerCAmelCase__		(				self       :				Optional[Any]					):
							return self._utf_vocab_size + self._num_special_tokens

			def 					lowerCAmelCase__		(				self       :				List[Any]  ,		snake_case_       :				List[str]  ,		snake_case_       :				str = None  ,		snake_case_       :				List[str] = False					):
							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 					lowerCAmelCase__		(				self       :				Optional[Any]  ,		snake_case_       :				Tuple  ,		snake_case_       :				Optional[int] = None					):
							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 					lowerCAmelCase__		(				self       :				List[Any]  ,		snake_case_       :				str					):
							UpperCamelCase_:							Optional[int]		=  [chr(lowerCamelCase_					) for i in text.encode("""utf-8"""					)]
							return tokens

			def 					lowerCAmelCase__		(				self       :				Optional[Any]  ,		snake_case_       :				Union[str, Any]					):
							if token in self.special_tokens_encoder:
											UpperCamelCase_:							Any		=  self.special_tokens_encoder[token]
							elif token in self.added_tokens_encoder:
											UpperCamelCase_:							str		=  self.added_tokens_encoder[token]
							elif len(lowerCamelCase_					) != 1:
											UpperCamelCase_:							Any		=  self.unk_token_id
							else:
											UpperCamelCase_:							Dict		=  ord(lowerCamelCase_					) + self._num_special_tokens
							return token_id

			def 					lowerCAmelCase__		(				self       :				str  ,		snake_case_       :				str					):
							if index in self.special_tokens_decoder:
											UpperCamelCase_:							List[str]		=  self.special_tokens_decoder[index]
							elif index in self.added_tokens_decoder:
											UpperCamelCase_:							str		=  self.added_tokens_decoder[index]
							else:
											UpperCamelCase_:							Dict		=  chr(index - self._num_special_tokens					)
							return token

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




			def 					lowerCAmelCase__		(				self       :				Optional[Any]  ,		snake_case_       :				Optional[Any]  ,		snake_case_       :				Tuple = None					):
							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_   )