





'''simple docstring'''

from typing import TYPE_CHECKING

from ..models.auto import AutoModelForVisionaSeq
from ..utils import requires_backends
from .base import PipelineTool


if TYPE_CHECKING:
   from PIL import Image





class lowerCamelCase						(a__					):
  _lowercase  :	int       					=				"""Salesforce/blip-image-captioning-base"""
  _lowercase  :	Union[str, Any]       					=				(
      """This is a tool that generates a description of an image. It takes an input named `image` which should be the """
      """image to caption, and returns a text that contains the description in English."""
  )
  _lowercase  :	List[Any]       					=				"""image_captioner"""
  _lowercase  :	List[Any]       					=				AutoModelForVisionaSeq

  _lowercase  :	Tuple       					=				["""image"""]
  _lowercase  :	str       					=				["""text"""]







  def __init__(		self     ,     *lowercase__     ,     **lowercase__		)		->						Tuple:






        """simple docstring"""





        requires_backends(self     ,     ['''vision''']		)
        super().__init__(*__UpperCamelCase     ,     **__UpperCamelCase		)







  def 				UpperCAmelCase_				(		self     ,     lowercase__		)		->						Optional[Any]:






        """simple docstring"""





        return self.pre_processor(images=__UpperCamelCase     ,     return_tensors='''pt'''		)







  def 				UpperCAmelCase_				(		self     ,     lowercase__		)		->						Optional[Any]:






        """simple docstring"""





        return self.model.generate(**__UpperCamelCase		)







  def 				UpperCAmelCase_				(		self     ,     lowercase__		)		->						int:






        """simple docstring"""





        return self.pre_processor.batch_decode(__UpperCamelCase     ,     skip_special_tokens=__UpperCamelCase		)[0].strip()









'''simple docstring'''

from __future__ import annotations




def    _a    (							lowerCAmelCase_			,      lowerCAmelCase_ = None			,      lowerCAmelCase_ = None	):





      """simple docstring"""



      if start is None:
            _snake_case		:	Optional[Any]					     =     0

      if end is None:
            _snake_case		:	Any					     =     len(lowerCAmelCase_	) - 1

      if start >= end:
            return

      _snake_case		:	Optional[Any]					     =     (start + end) // 2

      slowsort(lowerCAmelCase_			,      lowerCAmelCase_			,      lowerCAmelCase_	)
      slowsort(lowerCAmelCase_			,      mid + 1			,      lowerCAmelCase_	)

      if sequence[end] < sequence[mid]:
            _snake_case     ,							_snake_case		:	int					     =     sequence[mid], sequence[end]

      slowsort(lowerCAmelCase_			,      lowerCAmelCase_			,      end - 1	)


if __name__ == "__main__":
   from doctest import testmod

   testmod()


