






import argparse
import os
import re

import packaging.version


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





def 					lowercase_ (    __snake_case     :							Any	,	__snake_case     :							Union[str, Any]	,	__snake_case     :							Tuple      )     -> Any:





				'''simple docstring'''


				with open(__snake_case	,	"r"	,	encoding="utf-8"	,	newline="\n"      ) as f:
								snake_case__      :Optional[int]         =   f.read()
				snake_case__    ,						snake_case__      :Optional[Any]         =   REPLACE_PATTERNS[pattern]
				snake_case__      :Dict         =   replace.replace("VERSION"	,	__snake_case      )
				snake_case__      :Union[str, Any]         =   re_pattern.sub(__snake_case	,	__snake_case      )
				with open(__snake_case	,	"w"	,	encoding="utf-8"	,	newline="\n"      ) as f:
								f.write(__snake_case      )





def 					lowercase_ (    __snake_case     :							Any      )     -> int:





				'''simple docstring'''


				for folder, directories, fnames in os.walk(__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(__snake_case	,	__snake_case      )	,	__snake_case	,	pattern="examples"      )





def 					lowercase_ (    __snake_case     :							Optional[int]	,	__snake_case     :							str=False      )     -> int:





				'''simple docstring'''


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





def 					lowercase_ (    )     -> str:





				'''simple docstring'''


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

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

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

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





def 					lowercase_ (    )     -> Dict:





				'''simple docstring'''


				with open(REPLACE_FILES["init"]	,	"r"      ) as f:
								snake_case__      :Optional[Any]         =   f.read()
				snake_case__      :int         =   REPLACE_PATTERNS["init"][0].search(__snake_case      ).groups()[0]
				return packaging.version.parse(__snake_case      )





def 					lowercase_ (    __snake_case     :							List[str]=False      )     -> Tuple:





				'''simple docstring'''


				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__      :List[str]         =   default_version.base_version
				elif patch:
								snake_case__      :Optional[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__      :List[str]         =   input(F'Which version are you releasing? [{default_version}]'      )
				if len(__snake_case      ) == 0:
								snake_case__      :Optional[Any]         =   default_version

				print(F'Updating version to {version}.'      )
				global_version_update(__snake_case	,	patch=__snake_case      )





def 					lowercase_ (    )     -> str:





				'''simple docstring'''


				snake_case__      :Dict         =   get_version()
				snake_case__      :Optional[Any]         =   F'{current_version.major}.{current_version.minor + 1}.0.dev0'
				snake_case__      :int         =   current_version.base_version

				# Check with the user we got that right.
				snake_case__      :Union[str, Any]         =   input(F'Which version are we developing now? [{dev_version}]'      )
				if len(__snake_case      ) == 0:
								snake_case__      :Tuple         =   dev_version

				print(F'Updating version to {version}.'      )
				global_version_update(__snake_case      )


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


if __name__ == "__main__":
	__UpperCAmelCase							:   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.")
	__UpperCAmelCase							:   Union[str, 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()







from __future__ import annotations

import math





def 					lowercase_ (    __snake_case     :							int	,	__snake_case     :							int	,	__snake_case     :							bool	,	__snake_case     :							list[int]	,	__snake_case     :							float      )     -> int:





				'''simple docstring'''


				if depth < 0:
								raise ValueError("Depth cannot be less than 0"      )

				if len(__snake_case      ) == 0:
								raise ValueError("Scores cannot be empty"      )

				if depth == height:
								return scores[node_index]

				if is_max:
								return max(
								    minimax(depth + 1	,	node_index * 2	,	__snake_case	,	__snake_case	,	__snake_case      )	,	minimax(depth + 1	,	node_index * 2 + 1	,	__snake_case	,	__snake_case	,	__snake_case      )	,	)

				return min(
				    minimax(depth + 1	,	node_index * 2	,	__snake_case	,	__snake_case	,	__snake_case      )	,	minimax(depth + 1	,	node_index * 2 + 1	,	__snake_case	,	__snake_case	,	__snake_case      )	,	)





def 					lowercase_ (    )     -> None:





				'''simple docstring'''


				snake_case__      :List[Any]         =   [90, 23, 6, 33, 21, 65, 1_23, 3_44_23]
				snake_case__      :int         =   math.log(len(__snake_case      )	,	2      )
				print("Optimal value : "	,	end=""      )
				print(minimax(0	,	0	,	__snake_case	,	__snake_case	,	__snake_case      )      )


if __name__ == "__main__":
	import doctest

	doctest.testmod()
	main()