





import unittest

from transformers import load_tool

from .test_tools_common import ToolTesterMixin






class 					lowercase__ (			unittest.TestCase    ,       __lowerCamelCase       ):

   '''simple docstring'''


   def    UpperCamelCase__						(					self							)				->   List[str]:






       """simple docstring"""
       UpperCamelCase__							:       int      =   load_tool('''text-classification'''							)
       self.tool.setup()
       UpperCamelCase__							:       str      =   load_tool('''text-classification''',	remote=__magic_name__							)




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






       """simple docstring"""
       UpperCamelCase__							:       Optional[int]      =   self.tool('''That\'s quite cool''',	['''positive''', '''negative''']							)
       self.assertEqual(__magic_name__,	'''positive'''							)




   def    UpperCamelCase__						(					self							)				->   Optional[Any]:






       """simple docstring"""
       UpperCamelCase__							:       Any      =   self.remote_tool('''That\'s quite cool''',	['''positive''', '''negative''']							)
       self.assertEqual(__magic_name__,	'''positive'''							)




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






       """simple docstring"""
       UpperCamelCase__							:       str      =   self.tool(text='''That\'s quite cool''',	labels=['''positive''', '''negative''']							)
       self.assertEqual(__magic_name__,	'''positive'''							)




   def    UpperCamelCase__						(					self							)				->   int:






       """simple docstring"""
       UpperCamelCase__							:       List[str]      =   self.remote_tool(text='''That\'s quite cool''',	labels=['''positive''', '''negative''']							)
       self.assertEqual(__magic_name__,	'''positive'''							)








from manim import *






class 					lowercase__ (			__lowerCamelCase       ):

   '''simple docstring'''


   def    UpperCamelCase__						(					self							)				->   List[str]:






       """simple docstring"""
       UpperCamelCase__							:       Any      =   Rectangle(height=0.5,	width=0.5							)
       UpperCamelCase__							:       Any      =   Rectangle(height=0.25,	width=0.25							)
       UpperCamelCase__							:       Dict      =   Rectangle(height=0.46,	width=0.46							).set_stroke(width=0							)

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

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

       UpperCamelCase__							:       str      =   [mem.copy() for i in range(6							)]
       UpperCamelCase__							:       Tuple      =   VGroup(*__magic_name__							).arrange(__magic_name__,	buff=0							)

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

       UpperCamelCase__							:       Union[str, Any]      =   []
       UpperCamelCase__							:       Any      =   []
       UpperCamelCase__							:       List[Any]      =   []

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

           UpperCamelCase__							:       Tuple      =   Rectangle(height=0.46 / 4,	width=0.46 / 3							).set_stroke(width=0.0							).set_fill(__magic_name__,	opacity=0.7							)

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

       self.add(*__magic_name__,	*__magic_name__,	*__magic_name__							)

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

       UpperCamelCase__							:       List[str]      =   Text('''Loaded Checkpoint''',	font_size=24							)
       UpperCamelCase__							:       Optional[Any]      =   Group(__magic_name__,	__magic_name__							).arrange(__magic_name__,	buff=0.5,	aligned_edge=__magic_name__							)
       checkpoint.move_to([3, 0.5, 0]							)

       self.add(__magic_name__							)

       UpperCamelCase__							:       Tuple      =   []
       UpperCamelCase__							:       List[str]      =   []

       for i, rect in enumerate(__magic_name__							):
           UpperCamelCase__							:       Optional[int]      =   fill.copy().set_fill(__magic_name__,	opacity=0.7							)
           target.move_to(__magic_name__							)
           ckpt_arr.append(__magic_name__							)

           UpperCamelCase__							:       int      =   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(__magic_name__							)
       self.add(*__magic_name__,	*__magic_name__							)

       UpperCamelCase__							:       List[str]      =   Square(side_length=2.2							)
       key.move_to([-5, 2, 0]							)

       UpperCamelCase__							:       List[str]      =   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(__magic_name__,	__magic_name__							)

       UpperCamelCase__							:       Any      =   MarkupText(
           f"<span fgcolor='{BLUE}'>●</span> Checkpoint",	font_size=18,	)

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

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

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

       self.play(FadeOut(__magic_name__							)							)

       UpperCamelCase__							:       Optional[int]      =   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(__magic_name__,	run_time=3							)							)

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

       self.wait()

