





import argparse
import os
import re

import packaging.version


lowerCAmelCase_				= 'examples/'
lowerCAmelCase_				= {
    'examples': (re.compile(R"^check_min_version\(\"[^\"]+\"\)\s*$", re.MULTILINE), 'check_min_version("VERSION")\n'),
    'init': (re.compile(R"^__version__\s+=\s+\"([^\"]+)\"\s*$", re.MULTILINE), '__version__ = "VERSION"\n'),
    'setup': (re.compile(R"^(\s*)version\s*=\s*\"[^\"]+\",", re.MULTILINE), R'\1version="VERSION",'),
    'doc': (re.compile(R"^(\s*)release\s*=\s*\"[^\"]+\"$", re.MULTILINE), 'release = "VERSION"\n'),
}
lowerCAmelCase_				= {
    'init': 'src/diffusers/__init__.py',
    'setup': 'setup.py',
}
lowerCAmelCase_				= 'README.md'




def     A_      (	lowercase_   ,		lowercase_   ,		lowercase_	)      ->    Tuple:


       with open(_UpperCAmelCase   ,		'''r'''   ,		encoding='''utf-8'''   ,		newline='''\n'''	) as f:
              _snake_case   :				Optional[int]  					=    f.read()
       _snake_case					,     _snake_case   :				Optional[int]  					=    REPLACE_PATTERNS[pattern]
       _snake_case   :				Optional[int]  					=    replace.replace('''VERSION'''   ,		_UpperCAmelCase	)
       _snake_case   :				int  					=    re_pattern.sub(_UpperCAmelCase   ,		_UpperCAmelCase	)
       with open(_UpperCAmelCase   ,		'''w'''   ,		encoding='''utf-8'''   ,		newline='''\n'''	) as f:
              f.write(_UpperCAmelCase	)




def     A_      (	lowercase_	)      ->    List[Any]:


       for folder, directories, fnames in os.walk(_UpperCAmelCase	):
              # Removing some of the folders with non-actively maintained examples from the walk
              if "research_projects" in directories:
                     directories.remove('''research_projects'''	)
              if "legacy" in directories:
                     directories.remove('''legacy'''	)
              for fname in fnames:
                     if fname.endswith('''.py'''	):
                            update_version_in_file(os.path.join(_UpperCAmelCase   ,		_UpperCAmelCase	)   ,		_UpperCAmelCase   ,		pattern='''examples'''	)




def     A_      (	lowercase_   ,		lowercase_=False	)      ->    int:


       for pattern, fname in REPLACE_FILES.items():
              update_version_in_file(_UpperCAmelCase   ,		_UpperCAmelCase   ,		_UpperCAmelCase	)
       if not patch:
              update_version_in_examples(_UpperCAmelCase	)




def     A_      (	)      ->    Any:
       _snake_case   :				Optional[Any]  					=    '''🤗 Transformers currently provides the following architectures'''
       _snake_case   :				int  					=    '''1. Want to contribute a new model?'''
       with open(_UpperCAmelCase   ,		'''r'''   ,		encoding='''utf-8'''   ,		newline='''\n'''	) as f:
              _snake_case   :				List[str]  					=    f.readlines()

       # Find the start of the list.
       _snake_case   :				Optional[Any]  					=    0
       while not lines[start_index].startswith(_start_prompt	):
              start_index += 1
       start_index += 1

       _snake_case   :				int  					=    start_index
       # Update the lines in the model list.
       while not lines[index].startswith(_end_prompt	):
              if lines[index].startswith('''1.'''	):
                     _snake_case   :				List[Any]  					=    lines[index].replace(
                         '''https://huggingface.co/docs/diffusers/main/model_doc'''   ,		'''https://huggingface.co/docs/diffusers/model_doc'''   ,		)
              index += 1

       with open(_UpperCAmelCase   ,		'''w'''   ,		encoding='''utf-8'''   ,		newline='''\n'''	) as f:
              f.writelines(_UpperCAmelCase	)




def     A_      (	)      ->    str:


       with open(REPLACE_FILES['''init''']   ,		'''r'''	) as f:
              _snake_case   :				List[Any]  					=    f.read()
       _snake_case   :				List[Any]  					=    REPLACE_PATTERNS['''init'''][0].search(_UpperCAmelCase	).groups()[0]
       return packaging.version.parse(_UpperCAmelCase	)




def     A_      (	lowercase_=False	)      ->    Optional[int]:
       _snake_case   :				Dict  					=    get_version()
       if patch and default_version.is_devrelease:
              raise ValueError('''Can\'t create a patch version from the dev branch, checkout a released version!'''	)
       if default_version.is_devrelease:
              _snake_case   :				Tuple  					=    default_version.base_version
       elif patch:
              _snake_case   :				Any  					=    f'''{default_version.major}.{default_version.minor}.{default_version.micro + 1}'''
       else:
              _snake_case   :				List[str]  					=    f'''{default_version.major}.{default_version.minor + 1}.0'''

       # Now let's ask nicely if that's the right one.
       _snake_case   :				int  					=    input(f'''Which version are you releasing? [{default_version}]'''	)
       if len(_UpperCAmelCase	) == 0:
              _snake_case   :				str  					=    default_version

       print(f'''Updating version to {version}.'''	)
       global_version_update(_UpperCAmelCase   ,		patch=_UpperCAmelCase	)




def     A_      (	)      ->    Any:
       _snake_case   :				Union[str, Any]  					=    get_version()
       _snake_case   :				List[Any]  					=    f'''{current_version.major}.{current_version.minor + 1}.0.dev0'''
       _snake_case   :				Any  					=    current_version.base_version

       # Check with the user we got that right.
       _snake_case   :				int  					=    input(f'''Which version are we developing now? [{dev_version}]'''	)
       if len(_UpperCAmelCase	) == 0:
              _snake_case   :				List[Any]  					=    dev_version

       print(f'''Updating version to {version}.'''	)
       global_version_update(_UpperCAmelCase	)


#    print("Cleaning main README, don't forget to run `make fix-copies`.")
#    clean_main_ref_in_model_list()


if __name__ == "__main__":
   lowerCAmelCase_				= argparse.ArgumentParser()
   parser.add_argument("--post_release", action="store_true", help="Whether this is pre or post release.")
   parser.add_argument("--patch", action="store_true", help="Whether or not this is a patch release.")
   lowerCAmelCase_				= parser.parse_args()
   if not args.post_release:
      pre_release_work(patch=args.patch)
   elif args.patch:
      print("Nothing to do after a patch :-)")
   else:
      post_release_work()













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__      :     Optional[int]         =		False





class UpperCAmelCase_				( unittest.TestCase ):
  pass





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


  def 						__UpperCAmelCase     (							self ):



       """simple docstring"""





       A_          =       VersatileDiffusionImageVariationPipeline.from_pretrained('''shi-labs/versatile-diffusion''' )
       pipe.to(__snake_case )
       pipe.set_progress_bar_config(disable=__snake_case )

       A_          =       load_image(
           '''https://huggingface.co/datasets/hf-internal-testing/diffusers-images/resolve/main/versatile_diffusion/benz.jpg''' )
       A_          =       torch.manual_seed(0 )
       A_          =       pipe(
           image=__snake_case ,generator=__snake_case ,guidance_scale=7.5 ,num_inference_steps=5_0 ,output_type='''numpy''' ,).images

       A_          =       image[0, 2_5_3:2_5_6, 2_5_3:2_5_6, -1]

       assert image.shape == (1, 5_1_2, 5_1_2, 3)
       A_          =       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



