


import unittest

from diffusers import __version__
from diffusers.utils import deprecate

class   lowerCamelCase						(	unittest.TestCase  ):
       _UpperCamelCase     		=   """.""".join([str(int(__version__.split("""."""  )[0]  ) + 1  )] + __version__.split("""."""  )[1:]  )
       _UpperCamelCase     		=   """0.0.1"""

       def 					UpperCAmelCase					(      self       ):






        '''simple docstring'''






        snake_case :			Optional[Any]							=   {'''deprecated_arg''': 4}

        with self.assertWarns(a__       ) as warning:
         snake_case :			Tuple							=   deprecate('''deprecated_arg'''						,    self.higher_version						,    '''message'''						,    take_from=a__       )

        assert output == 4
        assert (
            str(warning.warning       )
            == f'''The `deprecated_arg` argument is deprecated and will be removed in version {self.higher_version}.'''
            " message"
        )

       def 					UpperCAmelCase					(      self       ):






        '''simple docstring'''






        snake_case :			List[Any]							=   {'''deprecated_arg''': 4}

        with self.assertWarns(a__       ) as warning:
         snake_case :			List[Any]							=   deprecate(('''deprecated_arg''', self.higher_version, '''message''')						,    take_from=a__       )

        assert output == 4
        assert (
            str(warning.warning       )
            == f'''The `deprecated_arg` argument is deprecated and will be removed in version {self.higher_version}.'''
            " message"
        )

       def 					UpperCAmelCase					(      self       ):






        '''simple docstring'''






        snake_case :			List[str]							=   {'''deprecated_arg_1''': 4, '''deprecated_arg_2''': 8}
        with self.assertWarns(a__       ) as warning:
         snake_case	,       snake_case :			Union[str, Any]							=   deprecate(
             ('''deprecated_arg_1''', self.higher_version, '''Hey''')						,    ('''deprecated_arg_2''', self.higher_version, '''Hey''')						,    take_from=a__						,    )
        assert output_a == 4
        assert output_a == 8
        assert (
            str(warning.warnings[0].message       )
            == "The `deprecated_arg_1` argument is deprecated and will be removed in version"
            f''' {self.higher_version}. Hey'''
        )
        assert (
            str(warning.warnings[1].message       )
            == "The `deprecated_arg_2` argument is deprecated and will be removed in version"
            f''' {self.higher_version}. Hey'''
        )

       def 					UpperCAmelCase					(      self       ):






        '''simple docstring'''






        snake_case :			Union[str, Any]							=   {'''deprecated_arg''': 4}

        with self.assertRaises(a__       ) as error:
         deprecate(('''wrong_arg''', self.higher_version, '''message''')						,    take_from=a__       )

        assert "test_deprecate_function_incorrect_arg in" in str(error.exception       )
        assert "line" in str(error.exception       )
        assert "got an unexpected keyword argument `deprecated_arg`" in str(error.exception       )

       def 					UpperCAmelCase					(      self       ):






        '''simple docstring'''






        with self.assertWarns(a__       ) as warning:
         deprecate(('''deprecated_arg''', self.higher_version, '''message''')       )

        assert (
            str(warning.warning       )
            == f'''`deprecated_arg` is deprecated and will be removed in version {self.higher_version}. message'''
        )

       def 					UpperCAmelCase					(      self       ):






        '''simple docstring'''






        with self.assertWarns(a__       ) as warning:
         deprecate(
             ('''deprecated_arg_1''', self.higher_version, '''Hey''')						,    ('''deprecated_arg_2''', self.higher_version, '''Hey''')						,    )
        assert (
            str(warning.warnings[0].message       )
            == f'''`deprecated_arg_1` is deprecated and will be removed in version {self.higher_version}. Hey'''
        )
        assert (
            str(warning.warnings[1].message       )
            == f'''`deprecated_arg_2` is deprecated and will be removed in version {self.higher_version}. Hey'''
        )

       def 					UpperCAmelCase					(      self       ):






        '''simple docstring'''






        class   lowerCamelCase						:
               _UpperCamelCase     		=   5

        with self.assertWarns(a__       ) as warning:
         snake_case :			List[Any]							=   deprecate(('''arg''', self.higher_version, '''message''')						,    take_from=Args()       )

        assert arg == 5
        assert (
            str(warning.warning       )
            == f'''The `arg` attribute is deprecated and will be removed in version {self.higher_version}. message'''
        )

       def 					UpperCAmelCase					(      self       ):






        '''simple docstring'''






        class   lowerCamelCase						:
               _UpperCamelCase     		=   5
               _UpperCamelCase     		=   7

        with self.assertWarns(a__       ) as warning:
         snake_case	,       snake_case :			Tuple							=   deprecate(
             ('''arg''', self.higher_version, '''message''')						,    ('''foo''', self.higher_version, '''message''')						,    ('''does not exist''', self.higher_version, '''message''')						,    take_from=Args()						,    )

        assert arg_a == 5
        assert arg_a == 7
        assert (
            str(warning.warning       )
            == f'''The `arg` attribute is deprecated and will be removed in version {self.higher_version}. message'''
        )
        assert (
            str(warning.warnings[0].message       )
            == f'''The `arg` attribute is deprecated and will be removed in version {self.higher_version}. message'''
        )
        assert (
            str(warning.warnings[1].message       )
            == f'''The `foo` attribute is deprecated and will be removed in version {self.higher_version}. message'''
        )

       def 					UpperCAmelCase					(      self       ):






        '''simple docstring'''






        snake_case :			int							=   {'''deprecated_arg''': 4}

        with self.assertRaises(a__       ) as error:
         deprecate(('''wrong_arg''', self.lower_version, '''message''')						,    take_from=a__       )

        assert (
            str(error.exception       )
            == "The deprecation tuple ('wrong_arg', '0.0.1', 'message') should be removed since diffusers' version"
            f''' {__version__} is >= {self.lower_version}'''
        )

       def 					UpperCAmelCase					(      self       ):






        '''simple docstring'''






        with self.assertWarns(a__       ) as warning:
         deprecate(('''deprecated_arg''', self.higher_version, '''This message is better!!!''')						,    standard_warn=a__       )

        assert str(warning.warning       ) == "This message is better!!!"



       def 					UpperCAmelCase					(      self       ):






        '''simple docstring'''






        with self.assertWarns(a__       ) as warning:
         deprecate(('''deprecated_arg''', self.higher_version, '''This message is better!!!''')						,    standard_warn=a__       )
        assert str(warning.warning       ) == "This message is better!!!"
        assert "diffusers/tests/others/test_utils.py" in warning.filename










import gc
import tempfile
import unittest

import numpy as np
import torch

from diffusers import VersatileDiffusionDualGuidedPipeline
from diffusers.utils.testing_utils import load_image, nightly, require_torch_gpu, torch_device


a					:				Optional[int]       =      False

@nightly
@require_torch_gpu
class   lowerCamelCase						(	unittest.TestCase  ):

       def 					UpperCAmelCase					(      self       ):






        '''simple docstring'''






        super().tearDown()
        gc.collect()
        torch.cuda.empty_cache()

       def 					UpperCAmelCase					(      self       ):






        '''simple docstring'''






        snake_case :			Optional[int]							=   VersatileDiffusionDualGuidedPipeline.from_pretrained('''shi-labs/versatile-diffusion'''       )
        # remove text_unet
        pipe.remove_unused_weights()
        pipe.to(a__       )
        pipe.set_progress_bar_config(disable=a__       )

        snake_case :			Union[str, Any]							=   load_image(
            '''https://huggingface.co/datasets/hf-internal-testing/diffusers-images/resolve/main/versatile_diffusion/benz.jpg'''       )

        snake_case :			str							=   torch.manual_seed(0       )
        snake_case :			Tuple							=   pipe(
            prompt='''first prompt'''						,    image=a__						,    text_to_image_strength=0.75						,    generator=a__						,    guidance_scale=7.5						,    num_inference_steps=2						,    output_type='''numpy'''						,    ).images

        with tempfile.TemporaryDirectory() as tmpdirname:
         pipe.save_pretrained(a__       )
         snake_case :			str							=   VersatileDiffusionDualGuidedPipeline.from_pretrained(a__       )

        pipe.to(a__       )
        pipe.set_progress_bar_config(disable=a__       )

        snake_case :			Optional[Any]							=   generator.manual_seed(0       )
        snake_case :			List[str]							=   pipe(
            prompt='''first prompt'''						,    image=a__						,    text_to_image_strength=0.75						,    generator=a__						,    guidance_scale=7.5						,    num_inference_steps=2						,    output_type='''numpy'''						,    ).images

        assert np.abs(image - new_image       ).sum() < 1e-5, "Models don't have the same forward pass"



       def 					UpperCAmelCase					(      self       ):






        '''simple docstring'''






        snake_case :			Tuple							=   VersatileDiffusionDualGuidedPipeline.from_pretrained('''shi-labs/versatile-diffusion'''       )
        pipe.remove_unused_weights()
        pipe.to(a__       )
        pipe.set_progress_bar_config(disable=a__       )

        snake_case :			int							=   '''cyberpunk 2077'''
        snake_case :			Dict							=   load_image(
            '''https://huggingface.co/datasets/hf-internal-testing/diffusers-images/resolve/main/versatile_diffusion/benz.jpg'''       )
        snake_case :			Optional[int]							=   torch.manual_seed(0       )
        snake_case :			Union[str, Any]							=   pipe(
            prompt=a__						,    image=a__						,    text_to_image_strength=0.75						,    generator=a__						,    guidance_scale=7.5						,    num_inference_steps=50						,    output_type='''numpy'''						,    ).images

        snake_case :			str							=   image[0, 2_53:2_56, 2_53:2_56, -1]

        assert image.shape == (1, 5_12, 5_12, 3)
        snake_case :			int							=   np.array([0.0787, 0.0849, 0.0826, 0.0812, 0.0807, 0.0795, 0.0818, 0.0798, 0.0779]       )

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






