






from manim import *

class 		lowerCAmelCase     ( __a			):

					'''simple docstring'''

					def       lowerCAmelCase				(  self				:	Optional[int]							)			->  int:


												"""simple docstring"""

												__lowercase      :							Optional[Any]				=     Rectangle(height=0.5		,     width=0.5							)
												__lowercase      :							Union[str, Any]				=     Rectangle(height=0.25		,     width=0.25							)
												__lowercase      :							List[str]				=     Rectangle(height=0.46		,     width=0.46							).set_stroke(width=0							)

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

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

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

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

												__lowercase      :							List[str]				=     []
												__lowercase      :							Dict				=     []
												__lowercase      :							Tuple				=     []

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

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

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

												self.add(*__a		,     *__a		,     *__a							)

												__lowercase      :							List[Any]				=     [mem.copy() for i in range(6							)]
												__lowercase      :							Optional[Any]				=     VGroup(*__a							).arrange(__a		,     buff=0							)

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

												self.add(__a							)

												__lowercase      :							List[Any]				=     []
												__lowercase      :							str				=     []

												for i, rect in enumerate(__a							):
																			__lowercase      :							List[Any]				=     fill.copy().set_fill(__a		,     opacity=0.7							)
																			target.move_to(__a							)
																			ckpt_arr.append(__a							)

																			__lowercase      :							str				=     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(__a							)
												self.add(*__a		,     *__a							)

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

												__lowercase      :							int				=     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(__a		,     __a							)

												__lowercase      :							Union[str, Any]				=     MarkupText(
												    F"<span fgcolor='{BLUE}'>●</span> Checkpoint"		,     font_size=18		,     )

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

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

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

												self.play(FadeOut(__a							)							)

												__lowercase      :							Dict				=     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(__a		,     run_time=3							)							)

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

												self.wait()







import fire

from utils import calculate_rouge, save_json
def       snake_case_		(     lowerCAmelCase_       :						Any       ,       lowerCAmelCase_       :						str       ,       lowerCAmelCase_       :						str=None       ,       **lowerCAmelCase_       :						str      ):
							__lowercase      :							Tuple				=     [x.strip() for x in open(lowerCAmelCase_      ).readlines()]
							__lowercase      :							Dict				=     [x.strip() for x in open(lowerCAmelCase_      ).readlines()][: len(lowerCAmelCase_      )]
							__lowercase      :							Tuple				=     calculate_rouge(lowerCAmelCase_       ,       lowerCAmelCase_       ,       **lowerCAmelCase_      )
							if save_path is not None:
														save_json(lowerCAmelCase_       ,       lowerCAmelCase_       ,       indent=lowerCAmelCase_      )
							return metrics  # these print nicely


if __name__ == "__main__":
	fire.Fire(calculate_rouge_path)