


import warnings
from typing import List, Optional, Union

from ...processing_utils import ProcessorMixin
from ...tokenization_utils_base import BatchEncoding, PaddingStrategy, PreTokenizedInput, TextInput, TruncationStrategy
from ...utils import TensorType






class      UpperCamelCase					(		__a     ):


   '''simple docstring'''







   lowercase					:	Any									=["""image_processor""", """tokenizer"""]
   lowercase					:	str									="""ViltImageProcessor"""
   lowercase					:	str									=("""BertTokenizer""", """BertTokenizerFast""")
   def __init__(     self   ,							UpperCamelCase_=None   ,							UpperCamelCase_=None   ,							**UpperCamelCase_		):
        lowercase_       :Optional[Any]     =       None
        if "feature_extractor" in kwargs:
             warnings.warn(
                 '''The `feature_extractor` argument is deprecated and will be removed in v5, use `image_processor`'''
                 ''' instead.'''   ,							A__   ,							)
             lowercase_       :Optional[int]     =       kwargs.pop('''feature_extractor'''		)

        lowercase_       :Union[str, Any]     =       image_processor if image_processor is not None else feature_extractor
        if image_processor is None:
             raise ValueError('''You need to specify an `image_processor`.'''		)
        if tokenizer is None:
             raise ValueError('''You need to specify a `tokenizer`.'''		)

        super().__init__(A__   ,							A__		)
        lowercase_       :Any     =       self.image_processor
   def __call__(     self   ,							UpperCamelCase_   ,							UpperCamelCase_ = None   ,							UpperCamelCase_ = True   ,							UpperCamelCase_ = False   ,							UpperCamelCase_ = None   ,							UpperCamelCase_ = None   ,							UpperCamelCase_ = 0   ,							UpperCamelCase_ = None   ,							UpperCamelCase_ = None   ,							UpperCamelCase_ = None   ,							UpperCamelCase_ = False   ,							UpperCamelCase_ = False   ,							UpperCamelCase_ = False   ,							UpperCamelCase_ = False   ,							UpperCamelCase_ = True   ,							UpperCamelCase_ = None   ,							**UpperCamelCase_   ,							):
        lowercase_       :Any     =       self.tokenizer(
            text=A__   ,							add_special_tokens=A__   ,							padding=A__   ,							truncation=A__   ,							max_length=A__   ,							stride=A__   ,							pad_to_multiple_of=A__   ,							return_token_type_ids=A__   ,							return_attention_mask=A__   ,							return_overflowing_tokens=A__   ,							return_special_tokens_mask=A__   ,							return_offsets_mapping=A__   ,							return_length=A__   ,							verbose=A__   ,							return_tensors=A__   ,							**A__   ,							)
        # add pixel_values + pixel_mask
        lowercase_       :Any     =       self.image_processor(A__   ,							return_tensors=A__		)
        encoding.update(A__		)

        return encoding
   def 		UpperCamelCase  (     self   ,							*UpperCamelCase_   ,							**UpperCamelCase_		):
        return self.tokenizer.batch_decode(*A__   ,							**A__		)
   def 		UpperCamelCase  (     self   ,							*UpperCamelCase_   ,							**UpperCamelCase_		):
        return self.tokenizer.decode(*A__   ,							**A__		)
   @property
   def 		UpperCamelCase  (     self		):
        lowercase_       :Union[str, Any]     =       self.tokenizer.model_input_names
        lowercase_       :int     =       self.image_processor.model_input_names
        return list(dict.fromkeys(tokenizer_input_names + image_processor_input_names		)		)
   @property
   def 		UpperCamelCase  (     self		):
        warnings.warn(
            '''`feature_extractor_class` is deprecated and will be removed in v5. Use `image_processor_class` instead.'''   ,							A__   ,							)
        return self.image_processor_class




   @property
   def 		UpperCamelCase  (     self		):
        warnings.warn(
            '''`feature_extractor` is deprecated and will be removed in v5. Use `image_processor` instead.'''   ,							A__   ,							)
        return self.image_processor





def     UpperCamelCase    (      _a       ,		_a		)					->							int:
     '''simple docstring'''





     while a != 0:
          lowercase_    ,      lowercase_       :Union[str, Any]     =       b % a, a
     return b




def     UpperCamelCase    (      _a       ,		_a		)					->							int:
     '''simple docstring'''





     if gcd(_a       ,		_a		) != 1:
          lowercase_       :Union[str, Any]     =       f"mod inverse of {a!r} and {m!r} does not exist"
          raise ValueError(_a		)
     lowercase_    ,      lowercase_    ,      lowercase_       :Any     =       1, 0, a
     lowercase_    ,      lowercase_    ,      lowercase_       :List[str]     =       0, 1, m
     while va != 0:
          lowercase_       :Tuple     =       ua // va
          lowercase_    ,      lowercase_    ,      lowercase_    ,      lowercase_    ,      lowercase_    ,      lowercase_       :Optional[int]     =       (ua - q * va), (ua - q * va), (ua - q * va), va, va, va
     return ua % m

