


'''simple docstring'''






import argparse
from collections import defaultdict

import yaml


__UpperCAmelCase					       =							"""docs/source/en/_toctree.yml"""


def       _snake_case     (  A )		->					Tuple:
							lowerCAmelCase__      =			defaultdict(A )
							for doc in model_doc:
														counts[doc["local"]] += 1
							lowerCAmelCase__      =			[key for key, value in counts.items() if value > 1]

							lowerCAmelCase__      =			[]
							for duplicate_key in duplicates:
														lowerCAmelCase__      =			list({doc['''title'''] for doc in model_doc if doc['''local'''] == duplicate_key} )
														if len(A ) > 1:
																					raise ValueError(
																					    F"""{duplicate_key} is present several times in the documentation table of content at """
																					    '''`docs/source/en/_toctree.yml` with different *Title* values. Choose one of those and remove the '''
																					    '''others.''' )
														# Only add this once
														new_doc.append({'''local''': duplicate_key, '''title''': titles[0]} )

							# Add none duplicate-keys
							new_doc.extend([doc for doc in model_doc if counts[doc['''local''']] == 1] )

							# Sort
							return sorted(A				,					key=lambda A : s["title"].lower() )


def       _snake_case     (  A=False )		->					Union[str, Any]:

							with open(A				,					encoding='''utf-8''' ) as f:
														lowerCAmelCase__      =			yaml.safe_load(f.read() )

							# Get to the API doc
							lowerCAmelCase__      =			0
							while content[api_idx]["title"] != "API":
														api_idx += 1
							lowerCAmelCase__      =			content[api_idx]['''sections''']

							# Then to the model doc
							lowerCAmelCase__      =			0
							while api_doc[model_idx]["title"] != "Models":
														model_idx += 1

							lowerCAmelCase__      =			api_doc[model_idx]['''sections''']

							lowerCAmelCase__      =			[(idx, section) for idx, section in enumerate(A ) if '''sections''' in section]
							lowerCAmelCase__      =			False
							for idx, modality_doc in modalities_docs:
														lowerCAmelCase__      =			modality_doc['''sections''']
														lowerCAmelCase__      =			clean_model_doc_toc(A )

														if old_modality_doc != new_modality_doc:
																					lowerCAmelCase__      =			True
																					if overwrite:
																												lowerCAmelCase__      =			new_modality_doc

							if diff:
														if overwrite:
																					lowerCAmelCase__      =			model_doc
																					lowerCAmelCase__      =			api_doc
																					with open(A				,					'''w'''				,					encoding='''utf-8''' ) as f:
																												f.write(yaml.dump(A				,					allow_unicode=A ) )
														else:
																					raise ValueError(
																					    '''The model doc part of the table of content is not properly sorted, run `make style` to fix this.''' )


if __name__ == "__main__":
		__UpperCAmelCase					       =							argparse.ArgumentParser()
		parser.add_argument('''--fix_and_overwrite''', action='''store_true''', help='''Whether to fix inconsistencies.''')
		__UpperCAmelCase					       =							parser.parse_args()

		check_model_doc(args.fix_and_overwrite)










'''simple docstring'''






from manim import *




class 	a__       (							a__						):





							'''simple docstring'''






							def 						__SCREAMING_SNAKE_CASE							(	self     ) ->							List[str]:
														lowerCAmelCase__      =			Rectangle(height=0.5      ,					width=0.5     )
														lowerCAmelCase__      =			Rectangle(height=0.46      ,					width=0.46     ).set_stroke(width=0     )

														lowerCAmelCase__      =			[mem.copy() for i in range(6     )]
														lowerCAmelCase__      =			[mem.copy() for i in range(6     )]
														lowerCAmelCase__      =			VGroup(*lowerCamelCase_     ).arrange(lowerCamelCase_      ,					buff=0     )
														lowerCAmelCase__      =			VGroup(*lowerCamelCase_     ).arrange(lowerCamelCase_      ,					buff=0     )
														lowerCAmelCase__      =			VGroup(lowerCamelCase_      ,					lowerCamelCase_     ).arrange(lowerCamelCase_      ,					buff=0     )
														lowerCAmelCase__      =			Text('''CPU'''      ,					font_size=24     )
														lowerCAmelCase__      =			Group(lowerCamelCase_      ,					lowerCamelCase_     ).arrange(lowerCamelCase_      ,					buff=0.5      ,					aligned_edge=lowerCamelCase_     )
														cpu.move_to([-2.5, -0.5, 0]     )
														self.add(lowerCamelCase_     )

														lowerCAmelCase__      =			[mem.copy() for i in range(1     )]
														lowerCAmelCase__      =			VGroup(*lowerCamelCase_     ).arrange(lowerCamelCase_      ,					buff=0     )
														lowerCAmelCase__      =			Text('''GPU'''      ,					font_size=24     )
														lowerCAmelCase__      =			Group(lowerCamelCase_      ,					lowerCamelCase_     ).arrange(lowerCamelCase_      ,					buff=0.5      ,					aligned_edge=lowerCamelCase_     )
														gpu.align_to(lowerCamelCase_      ,					lowerCamelCase_     )
														gpu.set_x(gpu.get_x() - 1     )

														self.add(lowerCamelCase_     )

														lowerCAmelCase__      =			[mem.copy() for i in range(6     )]
														lowerCAmelCase__      =			VGroup(*lowerCamelCase_     ).arrange(lowerCamelCase_      ,					buff=0     )

														lowerCAmelCase__      =			Text('''Model'''      ,					font_size=24     )
														lowerCAmelCase__      =			Group(lowerCamelCase_      ,					lowerCamelCase_     ).arrange(lowerCamelCase_      ,					buff=0.5      ,					aligned_edge=lowerCamelCase_     )
														model.move_to([3, -1.0, 0]     )

														self.play(
														    Create(lowerCamelCase_      ,					run_time=1     )      ,					Create(lowerCamelCase_      ,					run_time=1     )      ,					Create(lowerCamelCase_      ,					run_time=1     )      ,					)

														lowerCAmelCase__      =			MarkupText(
														    F"""First, an empty model skeleton is loaded\ninto <span fgcolor='{YELLOW}'>memory</span> without using much RAM."""      ,					font_size=24      ,					)

														lowerCAmelCase__      =			Square(side_length=2.2     )
														key.move_to([-5, 2, 0]     )

														lowerCAmelCase__      =			MarkupText(
														    F"""<b>Key:</b>\n\n<span fgcolor='{YELLOW}'>●</span> Empty Model"""      ,					font_size=18      ,					)

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

														step_a.move_to([2, 2, 0]     )
														self.play(Write(lowerCamelCase_      ,					run_time=2.5     )      ,					Write(lowerCamelCase_     )      ,					Write(lowerCamelCase_     )     )

														self.add(lowerCamelCase_     )

														lowerCAmelCase__      =			[]
														lowerCAmelCase__      =			[]
														lowerCAmelCase__      =			[]
														for i, rect in enumerate(lowerCamelCase_     ):
																					lowerCAmelCase__      =			Rectangle(height=0.46      ,					width=0.46     ).set_stroke(width=0.0     ).set_fill(lowerCamelCase_      ,					opacity=0.7     )
																					cpu_target.move_to(lowerCamelCase_     )
																					cpu_target.generate_target()
																					lowerCAmelCase__      =			0.46 / 4
																					lowerCAmelCase__      =			0.46 / 3

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

																					first_animations.append(rect.animate(run_time=0.5     ).set_stroke(lowerCamelCase_     )     )
																					second_animations.append(MoveToTarget(lowerCamelCase_      ,					run_time=1.5     )     )

														self.play(*lowerCamelCase_     )
														self.play(*lowerCamelCase_     )

														self.wait()