


'''simple docstring'''



from typing import List, Optional, Union

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





class    UpperCAmelCase_  (_UpperCAmelCase  ):





    """simple docstring"""






    lowerCamelCase  :					Dict							     =			['image_processor', 'tokenizer']
    lowerCamelCase  :					List[Any]							     =			'BlipImageProcessor'
    lowerCamelCase  :					List[str]							     =			('BertTokenizer', 'BertTokenizerFast')







    def __init__(							self			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_	)				->     Dict:
         __lowerCamelCase   :	Union[str, Any]								=		False
         super().__init__(SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_	)
         __lowerCamelCase   :	Any								=		self.image_processor







    def __call__(							self			,     SCREAMING_SNAKE_CASE_ = None			,     SCREAMING_SNAKE_CASE_ = None			,     SCREAMING_SNAKE_CASE_ = True			,     SCREAMING_SNAKE_CASE_ = False			,     SCREAMING_SNAKE_CASE_ = None			,     SCREAMING_SNAKE_CASE_ = None			,     SCREAMING_SNAKE_CASE_ = 0			,     SCREAMING_SNAKE_CASE_ = None			,     SCREAMING_SNAKE_CASE_ = None			,     SCREAMING_SNAKE_CASE_ = False			,     SCREAMING_SNAKE_CASE_ = False			,     SCREAMING_SNAKE_CASE_ = False			,     SCREAMING_SNAKE_CASE_ = False			,     SCREAMING_SNAKE_CASE_ = False			,     SCREAMING_SNAKE_CASE_ = True			,     SCREAMING_SNAKE_CASE_ = None			,     **SCREAMING_SNAKE_CASE_			,     )				->     BatchEncoding:
         if images is None and text is None:
              raise ValueError('You have to specify either images or text.'	)

         # Get only text
         if images is None:
              __lowerCamelCase   :	str								=		self.tokenizer
              __lowerCamelCase   :	List[Any]								=		self.tokenizer(
                  text=SCREAMING_SNAKE_CASE_			,     add_special_tokens=SCREAMING_SNAKE_CASE_			,     padding=SCREAMING_SNAKE_CASE_			,     truncation=SCREAMING_SNAKE_CASE_			,     max_length=SCREAMING_SNAKE_CASE_			,     stride=SCREAMING_SNAKE_CASE_			,     pad_to_multiple_of=SCREAMING_SNAKE_CASE_			,     return_attention_mask=SCREAMING_SNAKE_CASE_			,     return_overflowing_tokens=SCREAMING_SNAKE_CASE_			,     return_special_tokens_mask=SCREAMING_SNAKE_CASE_			,     return_offsets_mapping=SCREAMING_SNAKE_CASE_			,     return_token_type_ids=SCREAMING_SNAKE_CASE_			,     return_length=SCREAMING_SNAKE_CASE_			,     verbose=SCREAMING_SNAKE_CASE_			,     return_tensors=SCREAMING_SNAKE_CASE_			,     **SCREAMING_SNAKE_CASE_			,     )
              return text_encoding

         # add pixel_values
         __lowerCamelCase   :	str								=		self.image_processor(SCREAMING_SNAKE_CASE_			,     return_tensors=SCREAMING_SNAKE_CASE_	)

         if text is not None:
              __lowerCamelCase   :	str								=		self.tokenizer(
                  text=SCREAMING_SNAKE_CASE_			,     add_special_tokens=SCREAMING_SNAKE_CASE_			,     padding=SCREAMING_SNAKE_CASE_			,     truncation=SCREAMING_SNAKE_CASE_			,     max_length=SCREAMING_SNAKE_CASE_			,     stride=SCREAMING_SNAKE_CASE_			,     pad_to_multiple_of=SCREAMING_SNAKE_CASE_			,     return_attention_mask=SCREAMING_SNAKE_CASE_			,     return_overflowing_tokens=SCREAMING_SNAKE_CASE_			,     return_special_tokens_mask=SCREAMING_SNAKE_CASE_			,     return_offsets_mapping=SCREAMING_SNAKE_CASE_			,     return_token_type_ids=SCREAMING_SNAKE_CASE_			,     return_length=SCREAMING_SNAKE_CASE_			,     verbose=SCREAMING_SNAKE_CASE_			,     return_tensors=SCREAMING_SNAKE_CASE_			,     **SCREAMING_SNAKE_CASE_			,     )
         else:
              __lowerCamelCase   :	Union[str, Any]								=		None

         if text_encoding is not None:
              encoding_image_processor.update(SCREAMING_SNAKE_CASE_	)

         return encoding_image_processor







    def       lowercase_				(							self			,     *SCREAMING_SNAKE_CASE_			,     **SCREAMING_SNAKE_CASE_	)				->     Union[str, Any]:
         return self.tokenizer.batch_decode(*SCREAMING_SNAKE_CASE_			,     **SCREAMING_SNAKE_CASE_	)







    def       lowercase_				(							self			,     *SCREAMING_SNAKE_CASE_			,     **SCREAMING_SNAKE_CASE_	)				->     str:
         return self.tokenizer.decode(*SCREAMING_SNAKE_CASE_			,     **SCREAMING_SNAKE_CASE_	)







    @property
    def       lowercase_				(							self	)				->     Any:
         __lowerCamelCase   :	Optional[Any]								=		self.tokenizer.model_input_names
         __lowerCamelCase   :	str								=		self.image_processor.model_input_names
         return list(dict.fromkeys(tokenizer_input_names + image_processor_input_names	)	)










'''simple docstring'''



import unittest

from knapsack import knapsack as k





class    UpperCAmelCase_  (unittest.TestCase  ):





    """simple docstring"""






    def       lowercase_				(							self	)				->     Optional[Any]:
         __lowerCamelCase   :	int								=		0
         __lowerCamelCase   :	Union[str, Any]								=		[0]
         __lowerCamelCase   :	Any								=		[0]
         __lowerCamelCase   :	Union[str, Any]								=		len(SCREAMING_SNAKE_CASE_	)
         self.assertEqual(k.knapsack(SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_	)			,     0	)

         __lowerCamelCase   :	List[str]								=		[60]
         __lowerCamelCase   :	Union[str, Any]								=		[10]
         __lowerCamelCase   :	List[Any]								=		len(SCREAMING_SNAKE_CASE_	)
         self.assertEqual(k.knapsack(SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_	)			,     0	)







    def       lowercase_				(							self	)				->     List[str]:
         __lowerCamelCase   :	Optional[int]								=		3
         __lowerCamelCase   :	int								=		[1, 2, 3]
         __lowerCamelCase   :	str								=		[3, 2, 1]
         __lowerCamelCase   :	Union[str, Any]								=		len(SCREAMING_SNAKE_CASE_	)
         self.assertEqual(k.knapsack(SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_	)			,     5	)







    def       lowercase_				(							self	)				->     int:
         __lowerCamelCase   :	Optional[int]								=		50
         __lowerCamelCase   :	List[str]								=		[60, 1_00, 1_20]
         __lowerCamelCase   :	List[str]								=		[10, 20, 30]
         __lowerCamelCase   :	List[str]								=		len(SCREAMING_SNAKE_CASE_	)
         self.assertEqual(k.knapsack(SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_	)			,     2_20	)


if __name__ == "__main__":
      unittest.main()






