"""simple docstring"""






from manim import *
class        snake_case (				__UpperCAmelCase       ):




					"""simple docstring"""

					def 	__lowerCAmelCase		(       self     :			Any    ):
									UpperCAmelCase__    =							Rectangle(height=0.5					,width=0.5    )
									UpperCAmelCase__    =							Rectangle(height=0.2_5					,width=0.2_5    )
									UpperCAmelCase__    =							Rectangle(height=0.4_6					,width=0.4_6    ).set_stroke(width=0    )

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

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

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

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

									UpperCAmelCase__    =							[]
									UpperCAmelCase__    =							[]
									UpperCAmelCase__    =							[]

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

													UpperCAmelCase__    =							Rectangle(height=0.4_6 / 4					,width=0.4_6 / 3    ).set_stroke(width=0.0    ).set_fill(lowerCamelCase__					,opacity=0.7    )

													if i == 0:
																	cpu_target.next_to(cpu_left_col_base[0].get_corner(DOWN + LEFT    )					,buff=0.0_2					,direction=lowerCamelCase__    )
																	cpu_target.set_x(cpu_target.get_x() + 0.1    )
													elif i == 3:
																	cpu_target.next_to(model_cpu_arr[0]					,direction=lowerCamelCase__					,buff=0.0    )
													else:
																	cpu_target.next_to(model_cpu_arr[i - 1]					,direction=lowerCamelCase__					,buff=0.0    )
													self.add(lowerCamelCase__    )
													model_cpu_arr.append(lowerCamelCase__    )

									self.add(*lowerCamelCase__					,*lowerCamelCase__					,*lowerCamelCase__    )

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

									UpperCAmelCase__    =							Text('Loaded Checkpoint'					,font_size=24    )
									UpperCAmelCase__    =							Group(lowerCamelCase__					,lowerCamelCase__    ).arrange(lowerCamelCase__					,buff=0.5					,aligned_edge=lowerCamelCase__    )
									checkpoint.move_to([3, 0.5, 0]    )

									self.add(lowerCamelCase__    )

									UpperCAmelCase__    =							[]
									UpperCAmelCase__    =							[]

									for i, rect in enumerate(lowerCamelCase__    ):
													UpperCAmelCase__    =							fill.copy().set_fill(lowerCamelCase__					,opacity=0.7    )
													target.move_to(lowerCamelCase__    )
													ckpt_arr.append(lowerCamelCase__    )

													UpperCAmelCase__    =							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(lowerCamelCase__    )
									self.add(*lowerCamelCase__					,*lowerCamelCase__    )

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

									UpperCAmelCase__    =							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(lowerCamelCase__					,lowerCamelCase__    )

									UpperCAmelCase__    =							MarkupText(
									    f'''<span fgcolor=\'{BLUE}\'>●</span> Checkpoint'''					,font_size=18					,)

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

									UpperCAmelCase__    =							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__    =							[meta_mem.copy() for i in range(6    )]
									UpperCAmelCase__    =							[meta_mem.copy() for i in range(6    )]
									UpperCAmelCase__    =							VGroup(*lowerCamelCase__    ).arrange(lowerCamelCase__					,buff=0    )
									UpperCAmelCase__    =							VGroup(*lowerCamelCase__    ).arrange(lowerCamelCase__					,buff=0    )
									UpperCAmelCase__    =							VGroup(lowerCamelCase__					,lowerCamelCase__    ).arrange(lowerCamelCase__					,buff=0    )
									UpperCAmelCase__    =							Text('Disk'					,font_size=24    )
									UpperCAmelCase__    =							Group(lowerCamelCase__					,lowerCamelCase__    ).arrange(lowerCamelCase__					,buff=0.5					,aligned_edge=lowerCamelCase__    )
									disk.move_to([-4.0, -1.2_5, 0]    )
									self.play(Write(lowerCamelCase__					,run_time=3    )					,Write(lowerCamelCase__					,run_time=1    )					,Create(lowerCamelCase__					,run_time=1    )    )

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

									self.play(FadeOut(lowerCamelCase__    )    )

									UpperCAmelCase__    =							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(lowerCamelCase__					,run_time=3    )    )

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

									self.wait()




"""simple docstring"""






from __future__ import annotations

import collections
import pprint
from pathlib import Path



def 						a_		(      lowerCamelCase ):
				return "".join(sorted(lowerCamelCase ) )



def 						a_		(      lowerCamelCase ):
				return word_by_signature[signature(lowerCamelCase )]


lowerCAmelCase__						:						str		  =			Path(__file__).parent.joinpath('words.txt').read_text(encoding='utf-8')
lowerCAmelCase__						:						str		  =			sorted({word.strip().lower() for word in data.splitlines()})

lowerCAmelCase__						:						Optional[Any]		  =			collections.defaultdict(list)
for word in word_list:
						word_by_signature[signature(word)].append(word)

if __name__ == "__main__":
						lowerCAmelCase__						:						int		  =			{word: anagram(word) for word in word_list if len(anagram(word)) > 1}

						with open('anagrams.txt', 'w') as file:
												file.write('all_anagrams = \n ')
												file.write(pprint.pformat(all_anagrams))



