


import unittest

import numpy as np
import torch

from diffusers import VersatileDiffusionImageVariationPipeline
from diffusers.utils.testing_utils import load_image, require_torch_gpu, slow, torch_device


a_ :Tuple  							=			False

class 							lowercase  (						unittest.TestCase			):
     pass




@slow
@require_torch_gpu
class 							lowercase  (						unittest.TestCase			):







     def 							lowercase__       (						self :						Dict      ):
           SCREAMING_SNAKE_CASE__       :  Optional[Any]						     =		VersatileDiffusionImageVariationPipeline.from_pretrained('''shi-labs/versatile-diffusion'''      )
           pipe.to(__UpperCAmelCase      )
           pipe.set_progress_bar_config(disable=__UpperCAmelCase      )

           SCREAMING_SNAKE_CASE__       :  Dict						     =		load_image(
               '''https://huggingface.co/datasets/hf-internal-testing/diffusers-images/resolve/main/versatile_diffusion/benz.jpg'''      )
           SCREAMING_SNAKE_CASE__       :  Optional[int]						     =		torch.manual_seed(0      )
           SCREAMING_SNAKE_CASE__       :  Tuple						     =		pipe(
               image=__UpperCAmelCase   ,   generator=__UpperCAmelCase   ,   guidance_scale=7.5   ,   num_inference_steps=50   ,   output_type='''numpy'''   ,   ).images

           SCREAMING_SNAKE_CASE__       :  Union[str, Any]						     =		image[0, 2_53:2_56, 2_53:2_56, -1]

           assert image.shape == (1, 5_12, 5_12, 3)
           SCREAMING_SNAKE_CASE__       :  List[str]						     =		np.array([0.0441, 0.0469, 0.0507, 0.0575, 0.0632, 0.0650, 0.0865, 0.0909, 0.0945]      )

           assert np.abs(image_slice.flatten() - expected_slice      ).max() < 1E-2














def 		_a       ( a					:list					)				->     list:

 if len(a					) < 2:
  return collection

 def circle_sort_util(a					:list      ,				a					:int      ,				a					:int					) -> bool:
  a						    = False

  if low == high:
   return swapped

  a						    = low
  a						    = high

  while left < right:
   if collection[left] > collection[right]:
    a    ,	a						    = (
        collection[right],
        collection[left],
    )
    a						    = True

   left += 1
   right -= 1

  if left == right and collection[left] > collection[right + 1]:
   a    ,	a						    = (
       collection[right + 1],
       collection[left],
   )

   a						    = True

  a						    = low + int((high - low) / 2					)
  a						    = circle_sort_util(a      ,				a      ,				a					)
  a						    = circle_sort_util(a      ,				mid + 1      ,				a					)

  return swapped or left_swap or right_swap

 a						    = True

 while is_not_sorted is True:
  a						    = circle_sort_util(a      ,				0      ,				len(a					) - 1					)

 return collection


if __name__ == "__main__":
     UpperCAmelCase__							  =						input("Enter numbers separated by a comma:\n").strip()
     UpperCAmelCase__							  =						[int(item) for item in user_input.split(",")]
     print(circle_sort(unsorted))


