





import argparse
import os
import re

import packaging.version


UpperCAmelCase_  							=				'examples/'
UpperCAmelCase_  							=				{
    '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_  							=				{
    'init': 'src/diffusers/__init__.py',
    'setup': 'setup.py',
}
UpperCAmelCase_  							=				'README.md'




def 	lowerCAmelCase_					(						__UpperCAmelCase:    List[Any]	,     __UpperCAmelCase:    Union[str, Any]	,     __UpperCAmelCase:    Optional[Any]   )   ->			Dict:
    with open(__UpperCAmelCase	,     '''r'''	,     encoding='''utf-8'''	,     newline='''\n'''   ) as f:
        UpperCamelCase__							:       List[Any]      =   f.read()
    UpperCamelCase__							:       int      =   REPLACE_PATTERNS[pattern]
    UpperCamelCase__							:       Dict      =   replace.replace('''VERSION'''	,     __UpperCAmelCase   )
    UpperCamelCase__							:       int      =   re_pattern.sub(__UpperCAmelCase	,     __UpperCAmelCase   )
    with open(__UpperCAmelCase	,     '''w'''	,     encoding='''utf-8'''	,     newline='''\n'''   ) as f:
        f.write(__UpperCAmelCase   )




def 	lowerCAmelCase_					(						__UpperCAmelCase:    List[Any]   )   ->			Dict:
    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 	lowerCAmelCase_					(						__UpperCAmelCase:    Optional[int]	,     __UpperCAmelCase:    int=False   )   ->			Tuple:
    for pattern, fname in REPLACE_FILES.items():
        update_version_in_file(__UpperCAmelCase	,     __UpperCAmelCase	,     __UpperCAmelCase   )
    if not patch:
        update_version_in_examples(__UpperCAmelCase   )




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

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

    UpperCamelCase__							:       Union[str, Any]      =   start_index
    # Update the lines in the model list.
    while not lines[index].startswith(_end_prompt   ):
        if lines[index].startswith('''1.'''   ):
            UpperCamelCase__							:       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(__UpperCAmelCase	,     '''w'''	,     encoding='''utf-8'''	,     newline='''\n'''   ) as f:
        f.writelines(__UpperCAmelCase   )




def 	lowerCAmelCase_					(						)   ->			Optional[int]:
    with open(REPLACE_FILES['''init''']	,     '''r'''   ) as f:
        UpperCamelCase__							:       Optional[int]      =   f.read()
    UpperCamelCase__							:       Dict      =   REPLACE_PATTERNS['''init'''][0].search(__UpperCAmelCase   ).groups()[0]
    return packaging.version.parse(__UpperCAmelCase   )




def 	lowerCAmelCase_					(						__UpperCAmelCase:    Tuple=False   )   ->			int:
    UpperCamelCase__							:       List[str]      =   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__							:       int      =   default_version.base_version
    elif patch:
        UpperCamelCase__							:       int      =   f"{default_version.major}.{default_version.minor}.{default_version.micro + 1}"
    else:
        UpperCamelCase__							:       Tuple      =   f"{default_version.major}.{default_version.minor + 1}.0"

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

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




def 	lowerCAmelCase_					(						)   ->			Optional[Any]:
    UpperCamelCase__							:       Dict      =   get_version()
    UpperCamelCase__							:       Union[str, Any]      =   f"{current_version.major}.{current_version.minor + 1}.0.dev0"
    UpperCamelCase__							:       Optional[Any]      =   current_version.base_version

    # Check with the user we got that right.
    UpperCamelCase__							:       str      =   input(f"Which version are we developing now? [{dev_version}]"   )
    if len(__UpperCAmelCase   ) == 0:
        UpperCamelCase__							:       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__":
 UpperCAmelCase_  							=				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_  							=				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 manim import *






class 					lowercase__ (			__lowerCamelCase       ):

   '''simple docstring'''


   def    UpperCamelCase__						(					self							)				->   List[str]:






       """simple docstring"""
       UpperCamelCase__							:       Any      =   Rectangle(height=0.5,	width=0.5							)
       UpperCamelCase__							:       Any      =   Rectangle(height=0.25,	width=0.25							)
       UpperCamelCase__							:       Dict      =   Rectangle(height=0.46,	width=0.46							).set_stroke(width=0							)

       UpperCamelCase__							:       List[Any]      =   [mem.copy() for i in range(6							)]
       UpperCamelCase__							:       Optional[int]      =   [mem.copy() for i in range(6							)]
       UpperCamelCase__							:       str      =   VGroup(*__magic_name__							).arrange(__magic_name__,	buff=0							)
       UpperCamelCase__							:       List[str]      =   VGroup(*__magic_name__							).arrange(__magic_name__,	buff=0							)
       UpperCamelCase__							:       Tuple      =   VGroup(__magic_name__,	__magic_name__							).arrange(__magic_name__,	buff=0							)
       UpperCamelCase__							:       List[str]      =   Text('''CPU''',	font_size=24							)
       UpperCamelCase__							:       Any      =   Group(__magic_name__,	__magic_name__							).arrange(__magic_name__,	buff=0.5,	aligned_edge=__magic_name__							)
       cpu.move_to([-2.5, -0.5, 0]							)
       self.add(__magic_name__							)

       UpperCamelCase__							:       int      =   [mem.copy() for i in range(4							)]
       UpperCamelCase__							:       str      =   VGroup(*__magic_name__							).arrange(__magic_name__,	buff=0							)
       UpperCamelCase__							:       Tuple      =   Text('''GPU''',	font_size=24							)
       UpperCamelCase__							:       str      =   Group(__magic_name__,	__magic_name__							).arrange(__magic_name__,	buff=0.5,	aligned_edge=__magic_name__							)
       gpu.move_to([-1, -1, 0]							)
       self.add(__magic_name__							)

       UpperCamelCase__							:       str      =   [mem.copy() for i in range(6							)]
       UpperCamelCase__							:       Tuple      =   VGroup(*__magic_name__							).arrange(__magic_name__,	buff=0							)

       UpperCamelCase__							:       Tuple      =   Text('''Model''',	font_size=24							)
       UpperCamelCase__							:       Tuple      =   Group(__magic_name__,	__magic_name__							).arrange(__magic_name__,	buff=0.5,	aligned_edge=__magic_name__							)
       model.move_to([3, -1.0, 0]							)
       self.add(__magic_name__							)

       UpperCamelCase__							:       Union[str, Any]      =   []
       UpperCamelCase__							:       Any      =   []
       UpperCamelCase__							:       List[Any]      =   []

       for i, rect in enumerate(__magic_name__							):
           rect.set_stroke(__magic_name__							)

           UpperCamelCase__							:       Tuple      =   Rectangle(height=0.46 / 4,	width=0.46 / 3							).set_stroke(width=0.0							).set_fill(__magic_name__,	opacity=0.7							)

           if i == 0:
               cpu_target.next_to(cpu_left_col_base[0].get_corner(DOWN + LEFT							),	buff=0.02,	direction=__magic_name__							)
               cpu_target.set_x(cpu_target.get_x() + 0.1							)
           elif i == 3:
               cpu_target.next_to(model_cpu_arr[0],	direction=__magic_name__,	buff=0.0							)
           else:
               cpu_target.next_to(model_cpu_arr[i - 1],	direction=__magic_name__,	buff=0.0							)
           self.add(__magic_name__							)
           model_cpu_arr.append(__magic_name__							)

       self.add(*__magic_name__,	*__magic_name__,	*__magic_name__							)

       UpperCamelCase__							:       Tuple      =   [mem.copy() for i in range(6							)]
       UpperCamelCase__							:       Dict      =   VGroup(*__magic_name__							).arrange(__magic_name__,	buff=0							)

       UpperCamelCase__							:       List[str]      =   Text('''Loaded Checkpoint''',	font_size=24							)
       UpperCamelCase__							:       Optional[Any]      =   Group(__magic_name__,	__magic_name__							).arrange(__magic_name__,	buff=0.5,	aligned_edge=__magic_name__							)
       checkpoint.move_to([3, 0.5, 0]							)

       self.add(__magic_name__							)

       UpperCamelCase__							:       Tuple      =   []
       UpperCamelCase__							:       List[str]      =   []

       for i, rect in enumerate(__magic_name__							):
           UpperCamelCase__							:       Optional[int]      =   fill.copy().set_fill(__magic_name__,	opacity=0.7							)
           target.move_to(__magic_name__							)
           ckpt_arr.append(__magic_name__							)

           UpperCamelCase__							:       int      =   target.copy()
           if i < 5:
               cpu_target.move_to(cpu_left_col_base[i + 1]							)
           else:
               cpu_target.move_to(cpu_right_col_base[i - 5]							)
           ckpt_cpu_arr.append(__magic_name__							)
       self.add(*__magic_name__,	*__magic_name__							)

       UpperCamelCase__							:       List[str]      =   Square(side_length=2.2							)
       key.move_to([-5, 2, 0]							)

       UpperCamelCase__							:       List[str]      =   MarkupText(
           f"<b>Key:</b>\n\n<span fgcolor='{YELLOW}'>●</span> Empty Model",	font_size=18,	)

       key_text.move_to([-5, 2.4, 0]							)

       self.add(__magic_name__,	__magic_name__							)

       UpperCamelCase__							:       Any      =   MarkupText(
           f"<span fgcolor='{BLUE}'>●</span> Checkpoint",	font_size=18,	)

       blue_text.next_to(__magic_name__,	DOWN * 2.4,	aligned_edge=key_text.get_left()							)
       self.add(__magic_name__							)

       UpperCamelCase__							:       Dict      =   MarkupText(
           f"Based on the passed in configuration, weights are stored in\na variety of np.memmaps on disk or to a particular device.",	font_size=24,	)
       step_a.move_to([2, 2, 0]							)

       UpperCamelCase__							:       Any      =   [meta_mem.copy() for i in range(6							)]
       UpperCamelCase__							:       int      =   [meta_mem.copy() for i in range(6							)]
       UpperCamelCase__							:       Optional[int]      =   VGroup(*__magic_name__							).arrange(__magic_name__,	buff=0							)
       UpperCamelCase__							:       Union[str, Any]      =   VGroup(*__magic_name__							).arrange(__magic_name__,	buff=0							)
       UpperCamelCase__							:       Union[str, Any]      =   VGroup(__magic_name__,	__magic_name__							).arrange(__magic_name__,	buff=0							)
       UpperCamelCase__							:       Any      =   Text('''Disk''',	font_size=24							)
       UpperCamelCase__							:       List[Any]      =   Group(__magic_name__,	__magic_name__							).arrange(__magic_name__,	buff=0.5,	aligned_edge=__magic_name__							)
       disk.move_to([-4.0, -1.25, 0]							)
       self.play(Write(__magic_name__,	run_time=3							),	Write(__magic_name__,	run_time=1							),	Create(__magic_name__,	run_time=1							)							)

       UpperCamelCase__							:       Union[str, Any]      =   []
       for i, rect in enumerate(__magic_name__							):
           UpperCamelCase__							:       Union[str, Any]      =   rect.copy()
           target.generate_target()
           target.target.move_to(disk_left_col_base[i]							).scale(0.5							)
           animations.append(MoveToTarget(__magic_name__,	run_time=1.5							)							)
       self.play(*__magic_name__							)

       self.play(FadeOut(__magic_name__							)							)

       UpperCamelCase__							:       Optional[int]      =   MarkupText(f"Then, the checkpoint is removed from memory\nthrough garbage collection.",	font_size=24							)
       step_a.move_to([2, 2, 0]							)

       self.play(Write(__magic_name__,	run_time=3							)							)

       self.play(
           FadeOut(__magic_name__,	__magic_name__,	*__magic_name__,	*__magic_name__							),	)

       self.wait()

