'''simple docstring'''

from collections.abc import Callable


class 				_lowercase	:
      '''simple docstring'''


      def __init__(				self					,lowerCamelCase_ = None							)			->			None:



         '''simple docstring'''



         UpperCAmelCase__							:				list   				=  []
         # Stores indexes of each item for supporting updates and deletion.
         UpperCAmelCase__							:				dict   				=  {}
         # Stores current size of heap.
         UpperCAmelCase__							:				str   				=  0
         # Stores function used to evaluate the score of an item on which basis ordering
         # will be done.
         UpperCAmelCase__							:				List[Any]   				=  key or (lambda lowerCamelCase_							: x)




      def 		lowerCAmelCase__					(				self					,lowerCamelCase_							)			->			int | None:



         '''simple docstring'''



         return int((i - 1) / 2							) if i > 0 else None




      def 		lowerCAmelCase__					(				self					,lowerCamelCase_							)			->			int | None:



         '''simple docstring'''



         UpperCAmelCase__							:				Optional[Any]   				=  int(2 * i + 1							)
         return left if 0 < left < self.size else None




      def 		lowerCAmelCase__					(				self					,lowerCamelCase_							)			->			int | None:



         '''simple docstring'''



         UpperCAmelCase__							:				Dict   				=  int(2 * i + 2							)
         return right if 0 < right < self.size else None




      def 		lowerCAmelCase__					(				self					,lowerCamelCase_					,lowerCamelCase_							)			->			None:



         '''simple docstring'''



         UpperCAmelCase__				,      UpperCAmelCase__							:				Optional[int]   				=  (
             self.pos_map[self.arr[j][0]],
             self.pos_map[self.arr[i][0]],
         )
         # Then swap the items in the list.
         UpperCAmelCase__				,      UpperCAmelCase__							:				Optional[Any]   				=  self.arr[j], self.arr[i]




      def 		lowerCAmelCase__					(				self					,lowerCamelCase_					,lowerCamelCase_							)			->			bool:



         '''simple docstring'''



         return self.arr[i][1] < self.arr[j][1]




      def 		lowerCAmelCase__					(				self					,lowerCamelCase_							)			->			int:



         '''simple docstring'''



         UpperCAmelCase__							:				Any   				=  self._left(lowerCamelCase_							)
         UpperCAmelCase__							:				Optional[int]   				=  self._right(lowerCamelCase_							)
         UpperCAmelCase__							:				Optional[Any]   				=  i

         if left is not None and not self._cmp(lowerCamelCase_					,lowerCamelCase_							):
            UpperCAmelCase__							:				str   				=  left
         if right is not None and not self._cmp(lowerCamelCase_					,lowerCamelCase_							):
            UpperCAmelCase__							:				str   				=  right

         return valid_parent




      def 		lowerCAmelCase__					(				self					,lowerCamelCase_							)			->			None:



         '''simple docstring'''



         UpperCAmelCase__							:				Union[str, Any]   				=  self._parent(lowerCamelCase_							)
         while parent is not None and not self._cmp(lowerCamelCase_					,lowerCamelCase_							):
            self._swap(lowerCamelCase_					,lowerCamelCase_							)
            UpperCAmelCase__				,      UpperCAmelCase__							:				Any   				=  parent, self._parent(lowerCamelCase_							)




      def 		lowerCAmelCase__					(				self					,lowerCamelCase_							)			->			None:



         '''simple docstring'''



         UpperCAmelCase__							:				Optional[Any]   				=  self._get_valid_parent(lowerCamelCase_							)
         while valid_parent != index:
            self._swap(lowerCamelCase_					,lowerCamelCase_							)
            UpperCAmelCase__				,      UpperCAmelCase__							:				Tuple   				=  valid_parent, self._get_valid_parent(lowerCamelCase_							)




      def 		lowerCAmelCase__					(				self					,lowerCamelCase_					,lowerCamelCase_							)			->			None:



         '''simple docstring'''



         if item not in self.pos_map:
            return
         UpperCAmelCase__							:				int   				=  self.pos_map[item]
         UpperCAmelCase__							:				List[str]   				=  [item, self.key(lowerCamelCase_							)]
         # Make sure heap is right in both up and down direction.
         # Ideally only one of them will make any change.
         self._heapify_up(lowerCamelCase_							)
         self._heapify_down(lowerCamelCase_							)




      def 		lowerCAmelCase__					(				self					,lowerCamelCase_							)			->			None:



         '''simple docstring'''



         if item not in self.pos_map:
            return
         UpperCAmelCase__							:				List[str]   				=  self.pos_map[item]
         del self.pos_map[item]
         UpperCAmelCase__							:				Optional[Any]   				=  self.arr[self.size - 1]
         UpperCAmelCase__							:				int   				=  index
         self.size -= 1
         # Make sure heap is right in both up and down direction. Ideally only one
         # of them will make any change- so no performance loss in calling both.
         if self.size > index:
            self._heapify_up(lowerCamelCase_							)
            self._heapify_down(lowerCamelCase_							)




      def 		lowerCAmelCase__					(				self					,lowerCamelCase_					,lowerCamelCase_							)			->			None:



         '''simple docstring'''



         UpperCAmelCase__							:				Optional[Any]   				=  len(self.arr							)
         if arr_len == self.size:
            self.arr.append([item, self.key(lowerCamelCase_							)]							)
         else:
            UpperCAmelCase__							:				Dict   				=  [item, self.key(lowerCamelCase_							)]
         UpperCAmelCase__							:				Any   				=  self.size
         self.size += 1
         self._heapify_up(self.size - 1							)




      def 		lowerCAmelCase__					(				self							)			->			tuple | None:



         '''simple docstring'''



         return self.arr[0] if self.size else None




      def 		lowerCAmelCase__					(				self							)			->			tuple | None:



         '''simple docstring'''



         UpperCAmelCase__							:				Any   				=  self.get_top()
         if top_item_tuple:
            self.delete_item(top_item_tuple[0]							)
         return top_item_tuple







def __UpperCamelCase(   ):
   '''simple docstring'''


if __name__ == "__main__":
  import doctest

  doctest.testmod()





'''simple docstring'''

import warnings

from ...processing_utils import ProcessorMixin
from ...tokenization_utils_base import BatchEncoding


class 				_lowercase	(      lowerCAmelCase   ):
      '''simple docstring'''


      UpperCAmelCase_      :      Tuple      							=   ['''image_processor''', '''tokenizer''']
      UpperCAmelCase_      :      str      							=   '''CLIPImageProcessor'''
      UpperCAmelCase_      :      Dict      							=   ('''CLIPTokenizer''', '''CLIPTokenizerFast''')




      def __init__(				self					,lowerCamelCase_=None					,lowerCamelCase_=None					,**lowerCamelCase_							)			->			Any:



         '''simple docstring'''



         UpperCAmelCase__							:				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.'''					,lowerCamelCase_					,)
            UpperCAmelCase__							:				str   				=  kwargs.pop('''feature_extractor'''							)

         UpperCAmelCase__							:				Optional[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__(lowerCamelCase_					,lowerCamelCase_							)




      def __call__(				self					,lowerCamelCase_=None					,lowerCamelCase_=None					,lowerCamelCase_=None					,**lowerCamelCase_							)			->			Dict:



         '''simple docstring'''



         if text is None and images is None:
            raise ValueError('''You have to specify either text or images. Both cannot be none.'''							)

         if text is not None:
            UpperCAmelCase__							:				Tuple   				=  self.tokenizer(lowerCamelCase_					,return_tensors=lowerCamelCase_					,**lowerCamelCase_							)

         if images is not None:
            UpperCAmelCase__							:				Optional[int]   				=  self.image_processor(lowerCamelCase_					,return_tensors=lowerCamelCase_					,**lowerCamelCase_							)

         if text is not None and images is not None:
            UpperCAmelCase__							:				str   				=  image_features.pixel_values
            return encoding
         elif text is not None:
            return encoding
         else:
            return BatchEncoding(data=dict(**lowerCamelCase_							)					,tensor_type=lowerCamelCase_							)




      def 		lowerCAmelCase__					(				self					,*lowerCamelCase_					,**lowerCamelCase_							)			->			Tuple:



         '''simple docstring'''



         return self.tokenizer.batch_decode(*lowerCamelCase_					,**lowerCamelCase_							)




      def 		lowerCAmelCase__					(				self					,*lowerCamelCase_					,**lowerCamelCase_							)			->			Tuple:



         '''simple docstring'''



         return self.tokenizer.decode(*lowerCamelCase_					,**lowerCamelCase_							)




      @property
      def 		lowerCAmelCase__					(				self							)			->			List[str]:



         '''simple docstring'''



         UpperCAmelCase__							:				Optional[Any]   				=  self.tokenizer.model_input_names
         UpperCAmelCase__							:				Optional[Any]   				=  self.image_processor.model_input_names
         return list(dict.fromkeys(tokenizer_input_names + image_processor_input_names							)							)




      @property
      def 		lowerCAmelCase__					(				self							)			->			List[Any]:



         '''simple docstring'''



         warnings.warn(
             '''`feature_extractor_class` is deprecated and will be removed in v5. Use `image_processor_class` instead.'''					,lowerCamelCase_					,)
         return self.image_processor_class




      @property
      def 		lowerCAmelCase__					(				self							)			->			List[str]:



         '''simple docstring'''



         warnings.warn(
             '''`feature_extractor` is deprecated and will be removed in v5. Use `image_processor` instead.'''					,lowerCamelCase_					,)
         return self.image_processor




