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


lowercase_     :   Optional[int] 				=				False






class 		_lowerCamelCase		(   unittest.TestCase    ):
    pass






@slow
@require_torch_gpu
class 		_lowerCamelCase		(   unittest.TestCase    ):
    def 						UpperCamelCase_				(  self   )       ->					Union[str, Any]:
     SCREAMING_SNAKE_CASE__:   List[str]=      VersatileDiffusionImageVariationPipeline.from_pretrained('''shi-labs/versatile-diffusion'''   )
     pipe.to(lowerCAmelCase   )
     pipe.set_progress_bar_config(disable=lowerCAmelCase   )

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

     SCREAMING_SNAKE_CASE__:   Any=      image[0, 253:256, 253:256, -1]

     assert image.shape == (1, 512, 512, 3)
     SCREAMING_SNAKE_CASE__:   Optional[int]=      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


# tests directory-specific settings - this file is run automatically
# by pytest before any tests are run

import sys
import warnings
from os.path import abspath, dirname, join


# allow having multiple repository checkouts and not needing to remember to rerun
# 'pip install -e .[dev]' when switching between checkouts and running tests.
lowercase_     :   List[str] 				=				abspath(join(dirname(dirname(__file__)), 'src'))
sys.path.insert(1, git_repo_path)

# silence FutureWarning warnings in tests since often we can't act on them until
# they become normal warnings - i.e. the tests still need to test the current functionality
warnings.simplefilter(action='ignore', category=FutureWarning)







def 			A__      (	snake_case_ :		Optional[int]      ):
 from diffusers.utils.testing_utils import pytest_addoption_shared

 pytest_addoption_shared(snake_case_      )







def 			A__      (	snake_case_ :		Optional[int]      ):
 from diffusers.utils.testing_utils import pytest_terminal_summary_main

 SCREAMING_SNAKE_CASE__:   Optional[int]=      terminalreporter.config.getoption('''--make-reports'''      )
 if make_reports:
  pytest_terminal_summary_main(snake_case_       ,				id=snake_case_      )

