


"""simple docstring"""


import argparse
import os
import re

import packaging.version


a_       							=    "examples/"
a_       							=    {
    "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"),
}
a_       							=    {
    "init": "src/diffusers/__init__.py",
    "setup": "setup.py",
}
a_       							=    "README.md"






def      a__ (				__lowercase     ,			__lowercase     ,			__lowercase   )	->	str:



				with open(__lowercase     ,			"r"     ,			encoding="utf-8"     ,			newline="\n"   ) as f:
								_A					  =			f.read()
				_A					  =			REPLACE_PATTERNS[pattern]
				_A					  =			replace.replace("VERSION"     ,			__lowercase   )
				_A					  =			re_pattern.sub(__lowercase     ,			__lowercase   )
				with open(__lowercase     ,			"w"     ,			encoding="utf-8"     ,			newline="\n"   ) as f:
								f.write(__lowercase   )






def      a__ (				__lowercase   )	->	Any:



				for folder, directories, fnames in os.walk(__lowercase   ):
								# 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(__lowercase     ,			__lowercase   )     ,			__lowercase     ,			pattern="examples"   )






def      a__ (				__lowercase     ,			__lowercase=False   )	->	Tuple:



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






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

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

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

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






def      a__ (				)	->	Optional[Any]:



				with open(REPLACE_FILES["init"]     ,			"r"   ) as f:
								_A					  =			f.read()
				_A					  =			REPLACE_PATTERNS['''init'''][0].search(__lowercase   ).groups()[0]
				return packaging.version.parse(__lowercase   )






def      a__ (				__lowercase=False   )	->	Union[str, Any]:
				_A					  =			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:
								_A					  =			default_version.base_version
				elif patch:
								_A					  =			f"""{default_version.major}.{default_version.minor}.{default_version.micro + 1}"""
				else:
								_A					  =			f"""{default_version.major}.{default_version.minor + 1}.0"""

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

				print(f"""Updating version to {version}."""   )
				global_version_update(__lowercase     ,			patch=__lowercase   )






def      a__ (				)	->	int:
				_A					  =			get_version()
				_A					  =			f"""{current_version.major}.{current_version.minor + 1}.0.dev0"""
				_A					  =			current_version.base_version

				# Check with the user we got that right.
				_A					  =			input(f"""Which version are we developing now? [{dev_version}]"""   )
				if len(__lowercase   ) == 0:
								_A					  =			dev_version

				print(f"""Updating version to {version}."""   )
				global_version_update(__lowercase   )


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


if __name__ == "__main__":
		a_       							=    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.")
		a_       							=    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()



"""simple docstring"""


import numpy as np






def      a__ (				__lowercase     ,			__lowercase   )	->	np.ndarray:
				return np.where(vector > 0     ,			__lowercase     ,			(alpha * (np.exp(__lowercase   ) - 1))   )


if __name__ == "__main__":
		import doctest

		doctest.testmod()