
"""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  lowerCamelCase__						(     __snake_case,	__snake_case,	__snake_case      )				->						Union[str, Any]:


					"""simple docstring"""





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



def  lowerCamelCase__						(     __snake_case      )				->						str:


					"""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  lowerCamelCase__						(     __snake_case,	__snake_case=False      )				->						Dict:


					"""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  lowerCamelCase__						(     )				->						Union[str, Any]:


					"""simple docstring"""





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

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

					_UpperCamelCase									=    start_index
					# Update the lines in the model list.
					while not lines[index].startswith(_end_prompt      ):
										if lines[index].startswith('''1.'''      ):
															_UpperCamelCase									=    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  lowerCamelCase__						(     )				->						str:


					"""simple docstring"""





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



def  lowerCamelCase__						(     __snake_case=False      )				->						Optional[Any]:


					"""simple docstring"""





					_UpperCamelCase									=    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:
										_UpperCamelCase									=    default_version.base_version
					elif patch:
										_UpperCamelCase									=    F'''{default_version.major}.{default_version.minor}.{default_version.micro + 1}'''
					else:
										_UpperCamelCase									=    F'''{default_version.major}.{default_version.minor + 1}.0'''

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

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



def  lowerCamelCase__						(     )				->						Any:


					"""simple docstring"""





					_UpperCamelCase									=    get_version()
					_UpperCamelCase									=    F'''{current_version.major}.{current_version.minor + 1}.0.dev0'''
					_UpperCamelCase									=    current_version.base_version

					# Check with the user we got that right.
					_UpperCamelCase									=    input(F'''Which version are we developing now? [{dev_version}]'''      )
					if len(__snake_case      ) == 0:
										_UpperCamelCase									=    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__":
				_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'''
from __future__ import annotations

from PIL import Image

# Define glider example
lowercase__						       =      [
    [0, 1, 0, 0, 0, 0, 0, 0],
    [0, 0, 1, 0, 0, 0, 0, 0],
    [1, 1, 1, 0, 0, 0, 0, 0],
    [0, 0, 0, 0, 0, 0, 0, 0],
    [0, 0, 0, 0, 0, 0, 0, 0],
    [0, 0, 0, 0, 0, 0, 0, 0],
    [0, 0, 0, 0, 0, 0, 0, 0],
    [0, 0, 0, 0, 0, 0, 0, 0],
]

# Define blinker example
lowercase__						       =      [[0, 1, 0], [0, 1, 0], [0, 1, 0]]




def    _UpperCamelCase						(       SCREAMING_SNAKE_CASE__			)  ->							list[list[int]]:


		'''simple docstring'''


		snake_case  :       Optional[Any]     			=						[]
		for i in range(len(SCREAMING_SNAKE_CASE__			)			):
				snake_case  :       str     			=						[]
				for j in range(len(cells[i]			)			):
						# Get the number of live neighbours
						snake_case  :       Any     			=						0
						if i > 0 and j > 0:
								neighbour_count += cells[i - 1][j - 1]
						if i > 0:
								neighbour_count += cells[i - 1][j]
						if i > 0 and j < len(cells[i]			) - 1:
								neighbour_count += cells[i - 1][j + 1]
						if j > 0:
								neighbour_count += cells[i][j - 1]
						if j < len(cells[i]			) - 1:
								neighbour_count += cells[i][j + 1]
						if i < len(SCREAMING_SNAKE_CASE__			) - 1 and j > 0:
								neighbour_count += cells[i + 1][j - 1]
						if i < len(SCREAMING_SNAKE_CASE__			) - 1:
								neighbour_count += cells[i + 1][j]
						if i < len(SCREAMING_SNAKE_CASE__			) - 1 and j < len(cells[i]			) - 1:
								neighbour_count += cells[i + 1][j + 1]

						# Rules of the game of life (excerpt from Wikipedia):
						# 1. Any live cell with two or three live neighbours survives.
						# 2. Any dead cell with three live neighbours becomes a live cell.
						# 3. All other live cells die in the next generation.
						#    Similarly, all other dead cells stay dead.
						snake_case  :       List[Any]     			=						cells[i][j] == 1
						if (
						    (alive and 2 <= neighbour_count <= 3)
						    or not alive
						    and neighbour_count == 3
						):
								next_generation_row.append(1			)
						else:
								next_generation_row.append(0			)

				next_generation.append(SCREAMING_SNAKE_CASE__			)
		return next_generation




def    _UpperCamelCase						(       SCREAMING_SNAKE_CASE__ ,       SCREAMING_SNAKE_CASE__			)  ->							list[Image.Image]:


		'''simple docstring'''


		snake_case  :       Tuple     			=						[]
		for _ in range(SCREAMING_SNAKE_CASE__			):
				# Create output image
				snake_case  :       List[Any]     			=						Image.new('''RGB''' ,       (len(cells[0]			), len(SCREAMING_SNAKE_CASE__			))			)
				snake_case  :       Optional[Any]     			=						img.load()

				# Save cells to image
				for x in range(len(SCREAMING_SNAKE_CASE__			)			):
						for y in range(len(cells[0]			)			):
								snake_case  :       str     			=						255 - cells[y][x] * 255
								snake_case  :       List[str]     			=						(colour, colour, colour)

        # Save image
				images.append(SCREAMING_SNAKE_CASE__			)
				snake_case  :       Dict     			=						new_generation(SCREAMING_SNAKE_CASE__			)
		return images


if __name__ == "__main__":
						lowercase__						       =      generate_images(GLIDER, 1_6)
						images[0].save("out.gif", save_all=True, append_images=images[1:])


