
from manim import *

class       a		(   __UpperCAmelCase					):







							def       UpperCAmelCase__					(						self  :  Any ):
								"""simple docstring"""







								__lowerCAmelCase         =							Rectangle(height=0.5      ,				width=0.5 )
								__lowerCAmelCase         =							Rectangle(height=0.2_5      ,				width=0.2_5 )
								__lowerCAmelCase         =							Rectangle(height=0.4_6      ,				width=0.4_6 ).set_stroke(width=0 )

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

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

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

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

								__lowerCAmelCase         =							[]
								__lowerCAmelCase         =							[]
								__lowerCAmelCase         =							[]

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

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

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

								self.add(*snake_case__      ,				*snake_case__      ,				*snake_case__ )

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

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

								self.add(snake_case__ )

								__lowerCAmelCase         =							[]
								__lowerCAmelCase         =							[]

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

									__lowerCAmelCase         =							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(snake_case__ )
								self.add(*snake_case__      ,				*snake_case__ )

								__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] )

								self.add(snake_case__      ,				snake_case__ )

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

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

								__lowerCAmelCase         =							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] )

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

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

								self.play(FadeOut(snake_case__ ) )

								__lowerCAmelCase         =							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(snake_case__      ,				run_time=3 ) )

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

								self.wait()








import math
import sys






def 		_UpperCAmelCase   (	UpperCamelCase:     str  ):






	"""simple docstring"""


	__lowerCAmelCase         =							""
	try:
		with open(UpperCamelCase			,							"rb"  ) as binary_file:
			__lowerCAmelCase         =							binary_file.read()
		for dat in data:
			__lowerCAmelCase         =							F"{dat:08b}"
			result += curr_byte
		return result
	except OSError:
		print("File not accessible"  )
		sys.exit()






def 		_UpperCAmelCase   (	UpperCamelCase:     str  ):






	"""simple docstring"""


	__lowerCAmelCase         =							{"0": "0", "1": "1"}
	__lowerCAmelCase   ,						__lowerCAmelCase         =							"", ""
	__lowerCAmelCase         =							len(UpperCamelCase  )

	for i in range(len(UpperCamelCase  )  ):
		curr_string += data_bits[i]
		if curr_string not in lexicon:
			continue

		__lowerCAmelCase         =							lexicon[curr_string]
		result += last_match_id
		__lowerCAmelCase         =							last_match_id + "0"

		if math.loga(UpperCamelCase  ).is_integer():
			__lowerCAmelCase         =							{}
			for curr_key in list(UpperCamelCase  ):
				__lowerCAmelCase         =							lexicon.pop(UpperCamelCase  )
			__lowerCAmelCase         =							new_lex

		__lowerCAmelCase         =							last_match_id + "1"
		index += 1
		__lowerCAmelCase         =							""
	return result






def 		_UpperCAmelCase   (	UpperCamelCase:     str			,							UpperCamelCase:     str  ):






	"""simple docstring"""


	__lowerCAmelCase         =							8
	try:
		with open(UpperCamelCase			,							"wb"  ) as opened_file:
			__lowerCAmelCase         =							[
			    to_write[i : i + byte_length]
			    for i in range(0			,							len(UpperCamelCase  )			,							UpperCamelCase  )
			]

			if len(result_byte_array[-1]  ) % byte_length == 0:
				result_byte_array.append("10000000"  )
			else:
				result_byte_array[-1] += "1" + "0" * (
				    byte_length - len(result_byte_array[-1]  ) - 1
				)

			for elem in result_byte_array[:-1]:
				opened_file.write(int(UpperCamelCase			,							2  ).to_bytes(1			,							byteorder="big"  )  )
	except OSError:
		print("File not accessible"  )
		sys.exit()






def 		_UpperCAmelCase   (	UpperCamelCase:     str  ):






	"""simple docstring"""


	__lowerCAmelCase         =							0
	for letter in data_bits:
		if letter == "1":
			break
		counter += 1

	__lowerCAmelCase         =							data_bits[counter:]
	__lowerCAmelCase         =							data_bits[counter + 1 :]
	return data_bits






def 		_UpperCAmelCase   (	UpperCamelCase:     str			,							UpperCamelCase:     str  ):






	"""simple docstring"""


	__lowerCAmelCase         =							read_file_binary(UpperCamelCase  )
	__lowerCAmelCase         =							remove_prefix(UpperCamelCase  )
	__lowerCAmelCase         =							decompress_data(UpperCamelCase  )
	write_file_binary(UpperCamelCase			,							UpperCamelCase  )


if __name__ == "__main__":
					compress(sys.argv[1], sys.argv[2])






