





import argparse
import os
import re

import packaging.version


__A							:			str         =			"examples/"
__A							:			Optional[int]         =			{
    "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							:			str         =			{
    "init": "src/diffusers/__init__.py",
    "setup": "setup.py",
}
__A							:			Any         =			"README.md"





def 				__lowerCAmelCase(       _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE				)							-> str:




    """simple docstring"""




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





def 				__lowerCAmelCase(       _SCREAMING_SNAKE_CASE				)							-> Dict:




    """simple docstring"""




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





def 				__lowerCAmelCase(       _SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE=False				)							-> str:




    """simple docstring"""




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





def 				__lowerCAmelCase(       )							-> List[str]:




    """simple docstring"""




    _A     =							'🤗 Transformers currently provides the following architectures'
    _A     =							'1. Want to contribute a new model?'
    with open(_SCREAMING_SNAKE_CASE							,     '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(_SCREAMING_SNAKE_CASE							,     'w'							,     encoding='utf-8'							,     newline='\n'				) as f:
        f.writelines(_SCREAMING_SNAKE_CASE				)





def 				__lowerCAmelCase(       )							-> int:




    """simple docstring"""




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





def 				__lowerCAmelCase(       _SCREAMING_SNAKE_CASE=False				)							-> Optional[int]:




    """simple docstring"""




    _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(_SCREAMING_SNAKE_CASE				) == 0:
        _A     =							default_version

    print(F"Updating version to {version}."				)
    global_version_update(_SCREAMING_SNAKE_CASE							,     patch=_SCREAMING_SNAKE_CASE				)





def 				__lowerCAmelCase(       )							-> Dict:




    """simple docstring"""




    _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(_SCREAMING_SNAKE_CASE				) == 0:
        _A     =							dev_version

    print(F"Updating version to {version}."				)
    global_version_update(_SCREAMING_SNAKE_CASE				)


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


if __name__ == "__main__":
 __A							:			List[str]         =			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							:			List[Any]         =			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 numpy as np





def 				__lowerCAmelCase(       _SCREAMING_SNAKE_CASE				)							-> np.array:




    """simple docstring"""




    return (2 / (1 + np.exp(-2 * vector				))) - 1


if __name__ == "__main__":
 import doctest

 doctest.testmod()





