



from manim import *
class 			_snake_case     (   lowercase__):




				def 							A__ (  self   :  Optional[int]  ):
							lowercase__   					=			Rectangle(height=0.5,   width=0.5  )
							lowercase__   					=			Rectangle(height=0.25,   width=0.25  )
							lowercase__   					=			Rectangle(height=0.46,   width=0.46  ).set_stroke(width=0  )

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

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

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

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

							lowercase__   					=			[]
							lowercase__   					=			[]
							lowercase__   					=			[]

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

										lowercase__   					=			Rectangle(height=0.46 / 4,   width=0.46 / 3  ).set_stroke(width=0.0  ).set_fill(__lowercase,   opacity=0.7  )

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

							self.add(*__lowercase,   *__lowercase,   *__lowercase  )

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

							lowercase__   					=			Text("Loaded Checkpoint",   font_size=24  )
							lowercase__   					=			Group(__lowercase,   __lowercase  ).arrange(__lowercase,   buff=0.5,   aligned_edge=__lowercase  )
							checkpoint.move_to([3, 0.5, 0]  )

							self.add(__lowercase  )

							lowercase__   					=			[]
							lowercase__   					=			[]

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

										lowercase__   					=			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(__lowercase  )
							self.add(*__lowercase,   *__lowercase  )

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

							lowercase__   					=			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(__lowercase,   __lowercase  )

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

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

							lowercase__   					=			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]  )

							lowercase__   					=			[meta_mem.copy() for i in range(6  )]
							lowercase__   					=			[meta_mem.copy() for i in range(6  )]
							lowercase__   					=			VGroup(*__lowercase  ).arrange(__lowercase,   buff=0  )
							lowercase__   					=			VGroup(*__lowercase  ).arrange(__lowercase,   buff=0  )
							lowercase__   					=			VGroup(__lowercase,   __lowercase  ).arrange(__lowercase,   buff=0  )
							lowercase__   					=			Text("Disk",   font_size=24  )
							lowercase__   					=			Group(__lowercase,   __lowercase  ).arrange(__lowercase,   buff=0.5,   aligned_edge=__lowercase  )
							disk.move_to([-4.0, -1.25, 0]  )
							self.play(Write(__lowercase,   run_time=3  ),   Write(__lowercase,   run_time=1  ),   Create(__lowercase,   run_time=1  )  )

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

							self.play(FadeOut(__lowercase  )  )

							lowercase__   					=			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(__lowercase,   run_time=3  )  )

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

							self.wait()









from __future__ import annotations

from typing import TypedDict
class 			_snake_case     (   lowercase__):
				UpperCamelCase__			:   str
				UpperCamelCase__			:   int



def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_					):
			if not isinstance(SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_					):
						raise TypeError("The parameter s type must be str."					)

			return [s[i:] + s[:i] for i in range(len(SCREAMING_SNAKE_CASE_					)					)]



def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_					):
			if not isinstance(SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_					):
						raise TypeError("The parameter s type must be str."					)
			if not s:
						raise ValueError("The parameter s must not be empty."					)

			lowercase__   					=			all_rotations(SCREAMING_SNAKE_CASE_					)
			rotations.sort()  # sort the list of rotations in alphabetically order
			# make a string composed of the last char of each rotation
			lowercase__   					=			{
			    "bwt_string": "".join([word[-1] for word in rotations]					),
			    "idx_original_string": rotations.index(SCREAMING_SNAKE_CASE_					),
			}
			return response



def __lowerCAmelCase	(       SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_					):
			if not isinstance(SCREAMING_SNAKE_CASE_  ,					SCREAMING_SNAKE_CASE_					):
						raise TypeError("The parameter bwt_string type must be str."					)
			if not bwt_string:
						raise ValueError("The parameter bwt_string must not be empty."					)
			try:
						lowercase__   					=			int(SCREAMING_SNAKE_CASE_					)
			except ValueError:
						raise TypeError(
						    "The parameter idx_original_string type must be int or passive"
						    " of cast to int."					)
			if idx_original_string < 0:
						raise ValueError("The parameter idx_original_string must not be lower than 0."					)
			if idx_original_string >= len(SCREAMING_SNAKE_CASE_					):
						raise ValueError(
						    "The parameter idx_original_string must be lower than" " len(bwt_string)."					)

			lowercase__   					=			[""] * len(SCREAMING_SNAKE_CASE_					)
			for _ in range(len(SCREAMING_SNAKE_CASE_					)					):
						for i in range(len(SCREAMING_SNAKE_CASE_					)					):
									lowercase__   					=			bwt_string[i] + ordered_rotations[i]
						ordered_rotations.sort()
			return ordered_rotations[idx_original_string]


if __name__ == "__main__":
							lowercase_						=       """Provide a string that I will generate its BWT transform: """
							lowercase_						=       input(entry_msg).strip()
							lowercase_						=       bwt_transform(s)
							print(
							    F'Burrows Wheeler transform for string \'{s}\' results '
							    F'in \'{result["bwt_string"]}\''
							)
							lowercase_						=       reverse_bwt(result["""bwt_string"""], result["""idx_original_string"""])
							print(
							    F'Reversing Burrows Wheeler transform for entry \'{result["bwt_string"]}\' '
							    F'we get original string \'{original_string}\''
							)




