





import unittest

from diffusers import __version__
from diffusers.utils import deprecate




class    _a  (  unittest.TestCase):

      """simple docstring"""


      UpperCamelCase__       						=   """.""".join([str(int(__version__.split(""".""")[0]) + 1)] + __version__.split(""".""")[1:])
      UpperCamelCase__       						=   """0.0.1"""






      def 	UpperCAmelCase_   (						self:	Union[str, Any]			):
          '''simple docstring'''


          UpperCamelCase__:					Optional[Any]												=      {"deprecated_arg": 4}

          with self.assertWarns(__lowerCamelCase			) as warning:
              UpperCamelCase__:					Optional[Any]												=      deprecate("deprecated_arg"					,  self.higher_version					,  "message"					,  take_from=__lowerCamelCase			)

          assert output == 4
          assert (
              str(warning.warning			)
              == F"The `deprecated_arg` argument is deprecated and will be removed in version {self.higher_version}."
              " message"
          )






      def 	UpperCAmelCase_   (						self:	List[str]			):
          '''simple docstring'''


          UpperCamelCase__:					List[str]												=      {"deprecated_arg": 4}

          with self.assertWarns(__lowerCamelCase			) as warning:
              UpperCamelCase__:					Dict												=      deprecate(("deprecated_arg", self.higher_version, "message")					,  take_from=__lowerCamelCase			)

          assert output == 4
          assert (
              str(warning.warning			)
              == F"The `deprecated_arg` argument is deprecated and will be removed in version {self.higher_version}."
              " message"
          )






      def 	UpperCAmelCase_   (						self:	Optional[Any]			):
          '''simple docstring'''


          UpperCamelCase__:					List[str]												=      {"deprecated_arg_1": 4, "deprecated_arg_2": 8}
          with self.assertWarns(__lowerCamelCase			) as warning:
              UpperCamelCase__							,				UpperCamelCase__:					Any												=      deprecate(
                  ("deprecated_arg_1", self.higher_version, "Hey")					,  ("deprecated_arg_2", self.higher_version, "Hey")					,  take_from=__lowerCamelCase					,  )
          assert output_a == 4
          assert output_a == 8
          assert (
              str(warning.warnings[0].message			)
              == "The `deprecated_arg_1` argument is deprecated and will be removed in version"
              F" {self.higher_version}. Hey"
          )
          assert (
              str(warning.warnings[1].message			)
              == "The `deprecated_arg_2` argument is deprecated and will be removed in version"
              F" {self.higher_version}. Hey"
          )






      def 	UpperCAmelCase_   (						self:	Dict			):
          '''simple docstring'''


          UpperCamelCase__:					Any												=      {"deprecated_arg": 4}

          with self.assertRaises(__lowerCamelCase			) as error:
              deprecate(("wrong_arg", self.higher_version, "message")					,  take_from=__lowerCamelCase			)

          assert "test_deprecate_function_incorrect_arg in" in str(error.exception			)
          assert "line" in str(error.exception			)
          assert "got an unexpected keyword argument `deprecated_arg`" in str(error.exception			)






      def 	UpperCAmelCase_   (						self:	Optional[Any]			):
          '''simple docstring'''


          with self.assertWarns(__lowerCamelCase			) as warning:
              deprecate(("deprecated_arg", self.higher_version, "message")			)

          assert (
              str(warning.warning			)
              == F"`deprecated_arg` is deprecated and will be removed in version {self.higher_version}. message"
          )






      def 	UpperCAmelCase_   (						self:	Union[str, Any]			):
          '''simple docstring'''


          with self.assertWarns(__lowerCamelCase			) as warning:
              deprecate(
                  ("deprecated_arg_1", self.higher_version, "Hey")					,  ("deprecated_arg_2", self.higher_version, "Hey")					,  )
          assert (
              str(warning.warnings[0].message			)
              == F"`deprecated_arg_1` is deprecated and will be removed in version {self.higher_version}. Hey"
          )
          assert (
              str(warning.warnings[1].message			)
              == F"`deprecated_arg_2` is deprecated and will be removed in version {self.higher_version}. Hey"
          )






      def 	UpperCAmelCase_   (						self:	Tuple			):
          '''simple docstring'''


          class    _a  :

                """simple docstring"""


                UpperCamelCase__       						=   5

          with self.assertWarns(__lowerCamelCase			) as warning:
              UpperCamelCase__:					str												=      deprecate(("arg", self.higher_version, "message")					,  take_from=Args()			)

          assert arg == 5
          assert (
              str(warning.warning			)
              == F"The `arg` attribute is deprecated and will be removed in version {self.higher_version}. message"
          )






      def 	UpperCAmelCase_   (						self:	List[str]			):
          '''simple docstring'''


          class    _a  :

                """simple docstring"""


                UpperCamelCase__       						=   5
                UpperCamelCase__       						=   7

          with self.assertWarns(__lowerCamelCase			) as warning:
              UpperCamelCase__							,				UpperCamelCase__:					Tuple												=      deprecate(
                  ("arg", self.higher_version, "message")					,  ("foo", self.higher_version, "message")					,  ("does not exist", self.higher_version, "message")					,  take_from=Args()					,  )

          assert arg_a == 5
          assert arg_a == 7
          assert (
              str(warning.warning			)
              == F"The `arg` attribute is deprecated and will be removed in version {self.higher_version}. message"
          )
          assert (
              str(warning.warnings[0].message			)
              == F"The `arg` attribute is deprecated and will be removed in version {self.higher_version}. message"
          )
          assert (
              str(warning.warnings[1].message			)
              == F"The `foo` attribute is deprecated and will be removed in version {self.higher_version}. message"
          )






      def 	UpperCAmelCase_   (						self:	Any			):
          '''simple docstring'''


          UpperCamelCase__:					List[Any]												=      {"deprecated_arg": 4}

          with self.assertRaises(__lowerCamelCase			) as error:
              deprecate(("wrong_arg", self.lower_version, "message")					,  take_from=__lowerCamelCase			)

          assert (
              str(error.exception			)
              == "The deprecation tuple ('wrong_arg', '0.0.1', 'message') should be removed since diffusers' version"
              F" {__version__} is >= {self.lower_version}"
          )






      def 	UpperCAmelCase_   (						self:	Optional[Any]			):
          '''simple docstring'''


          with self.assertWarns(__lowerCamelCase			) as warning:
              deprecate(("deprecated_arg", self.higher_version, "This message is better!!!")					,  standard_warn=__lowerCamelCase			)

          assert str(warning.warning			) == "This message is better!!!"






      def 	UpperCAmelCase_   (						self:	int			):
          '''simple docstring'''


          with self.assertWarns(__lowerCamelCase			) as warning:
              deprecate(("deprecated_arg", self.higher_version, "This message is better!!!")					,  standard_warn=__lowerCamelCase			)
          assert str(warning.warning			) == "This message is better!!!"
          assert "diffusers/tests/others/test_utils.py" in warning.filename








from manim import *




class    _a  (  UpperCamelCase__):

      """simple docstring"""


      def 	UpperCAmelCase_   (						self:	str			):
          '''simple docstring'''


          UpperCamelCase__:					Optional[Any]												=      Rectangle(height=0.5					,  width=0.5			)
          UpperCamelCase__:					Optional[int]												=      Rectangle(height=0.46					,  width=0.46			).set_stroke(width=0			)
          UpperCamelCase__:					List[Any]												=      Rectangle(height=0.25					,  width=0.25			)

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

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

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

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

          UpperCamelCase__:					int												=      []
          UpperCamelCase__:					Optional[Any]												=      []

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

              UpperCamelCase__:					Tuple												=      Rectangle(height=0.46 / 4					,  width=0.46 / 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=0.02					,  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			)

          UpperCamelCase__:					int												=      [meta_mem.copy() for i in range(6			)]
          UpperCamelCase__:					Dict												=      [meta_mem.copy() for i in range(6			)]
          UpperCamelCase__:					Union[str, Any]												=      VGroup(*__lowerCamelCase			).arrange(__lowerCamelCase					,  buff=0			)
          UpperCamelCase__:					Tuple												=      VGroup(*__lowerCamelCase			).arrange(__lowerCamelCase					,  buff=0			)
          UpperCamelCase__:					int												=      VGroup(__lowerCamelCase					,  __lowerCamelCase			).arrange(__lowerCamelCase					,  buff=0			)
          UpperCamelCase__:					List[Any]												=      Text("Disk"					,  font_size=24			)
          UpperCamelCase__:					Union[str, Any]												=      Group(__lowerCamelCase					,  __lowerCamelCase			).arrange(__lowerCamelCase					,  buff=0.5					,  aligned_edge=__lowerCamelCase			)
          disk.move_to([-4.0, -1.25, 0]			)
          self.add(__lowerCamelCase					,  __lowerCamelCase			)

          UpperCamelCase__:					Optional[int]												=      []

          for i in range(6			):
              UpperCamelCase__:					List[str]												=      fill.copy().set_fill(__lowerCamelCase					,  opacity=0.8			)
              target.move_to(disk_left_col_base[i]			).scale(0.5			)
              cpu_disk_arr.append(__lowerCamelCase			)

          self.add(*__lowerCamelCase			)

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

          UpperCamelCase__:					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(__lowerCamelCase					,  __lowerCamelCase			)

          UpperCamelCase__:					str												=      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__:					Dict												=      MarkupText(F"The offloaded weights are all sent to the CPU."					,  font_size=24			)
          step_a.move_to([2, 2, 0]			)

          self.play(Write(__lowerCamelCase					,  run_time=3			)			)

          for i in range(6			):
              UpperCamelCase__:					List[Any]												=      cpu_disk_arr[i]
              UpperCamelCase__:					Optional[int]												=      rect.copy().set_fill(__lowerCamelCase					,  opacity=0.8			).scale(2.0			)
              cpa.generate_target()
              cpa.target.move_to(model_base[i]			)

              if i == 0:
                  rect.set_fill(__lowerCamelCase					,  opacity=0.8			)
                  rect.generate_target()
                  rect.target.move_to(cpu_left_col_base[0]			).scale(2.0			)

                  self.remove(
                      *__lowerCamelCase					,  *__lowerCamelCase					,  )

              else:
                  rect.generate_target()
                  rect.target.move_to(cpu_left_col_base[i]			).scale(2.0			)
              self.play(MoveToTarget(__lowerCamelCase			)					,  MoveToTarget(__lowerCamelCase			)					,  model_base[i].animate.set_stroke(__lowerCamelCase			)			)
          self.play(FadeOut(__lowerCamelCase			)			)

          UpperCamelCase__:					Dict												=      MarkupText(
              F"Finally, hooks are added to each weight in the model\nto transfer the weights from CPU to GPU\n\t\tand back when needed."					,  font_size=24					,  )
          step_a.move_to([2, 2, 0]			)

          self.play(Write(__lowerCamelCase					,  run_time=3			)			)

          UpperCamelCase__:					List[str]												=      []
          UpperCamelCase__:					Optional[Any]												=      []
          for i in range(6			):
              UpperCamelCase__:					List[str]												=      Arrow(start=__lowerCamelCase					,  end=__lowerCamelCase					,  color=__lowerCamelCase					,  buff=0.5			)
              a.next_to(model_base[i].get_left()					,  __lowerCamelCase					,  buff=0.2			)
              arrows.append(__lowerCamelCase			)
              animations.append(Write(__lowerCamelCase			)			)
          self.play(*__lowerCamelCase			)
          self.wait()

