


'''simple docstring'''




import unittest

from diffusers import __version__
from diffusers.utils import deprecate




class  _lowercase   (  unittest.TestCase       ):
   _SCREAMING_SNAKE_CASE     :     List[Any]									=  ".".join([str(int(__version__.split("."       )[0]       ) + 1       )] + __version__.split("."       )[1:]       )
   _SCREAMING_SNAKE_CASE     :     Dict									=  "0.0.1"
   def a     (	self					:			Tuple			)   ->       int:
        __snake_case    			=	{'deprecated_arg': 4}

        with self.assertWarns(SCREAMING_SNAKE_CASE_			) as warning:
             __snake_case    			=	deprecate('deprecated_arg'					,      self.higher_version					,      'message'					,      take_from=SCREAMING_SNAKE_CASE_			)

        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 a     (	self					:			str			)   ->       Optional[Any]:
        __snake_case    			=	{'deprecated_arg': 4}

        with self.assertWarns(SCREAMING_SNAKE_CASE_			) as warning:
             __snake_case    			=	deprecate(('deprecated_arg', self.higher_version, 'message')					,      take_from=SCREAMING_SNAKE_CASE_			)

        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 a     (	self					:			Optional[int]			)   ->       Dict:
        __snake_case    			=	{'deprecated_arg_1': 4, 'deprecated_arg_2': 8}
        with self.assertWarns(SCREAMING_SNAKE_CASE_			) as warning:
             __snake_case			,					__snake_case    			=	deprecate(
                 ('deprecated_arg_1', self.higher_version, 'Hey')					,      ('deprecated_arg_2', self.higher_version, 'Hey')					,      take_from=SCREAMING_SNAKE_CASE_					,      )
        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 a     (	self					:			Optional[Any]			)   ->       Union[str, Any]:
        __snake_case    			=	{'deprecated_arg': 4}

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

        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 a     (	self					:			List[str]			)   ->       int:
        with self.assertWarns(SCREAMING_SNAKE_CASE_			) 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 a     (	self					:			Optional[int]			)   ->       List[Any]:
        with self.assertWarns(SCREAMING_SNAKE_CASE_			) 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 a     (	self					:			str			)   ->       str:




        class  _lowercase   :
           _SCREAMING_SNAKE_CASE     :     Optional[int]									=  5

        with self.assertWarns(SCREAMING_SNAKE_CASE_			) as warning:
             __snake_case    			=	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 a     (	self					:			int			)   ->       Union[str, Any]:




        class  _lowercase   :
           _SCREAMING_SNAKE_CASE     :     Dict									=  5
           _SCREAMING_SNAKE_CASE     :     Optional[Any]									=  7

        with self.assertWarns(SCREAMING_SNAKE_CASE_			) as warning:
             __snake_case			,					__snake_case    			=	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 a     (	self					:			Optional[int]			)   ->       List[str]:
        __snake_case    			=	{'deprecated_arg': 4}

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

        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 a     (	self					:			Tuple			)   ->       List[str]:
        with self.assertWarns(SCREAMING_SNAKE_CASE_			) as warning:
             deprecate(('deprecated_arg', self.higher_version, 'This message is better!!!')					,      standard_warn=SCREAMING_SNAKE_CASE_			)

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





   def a     (	self					:			int			)   ->       Tuple:
        with self.assertWarns(SCREAMING_SNAKE_CASE_			) as warning:
             deprecate(('deprecated_arg', self.higher_version, 'This message is better!!!')					,      standard_warn=SCREAMING_SNAKE_CASE_			)
        assert str(warning.warning			) == "This message is better!!!"
        assert "diffusers/tests/others/test_utils.py" in warning.filename








'''simple docstring'''




_a      :      List[Any]       				=      [0.33, 0.44, 0.55, 0.44, 0.33]
_a      :      Union[str, Any]       				=      3
_a      :      Optional[Any]       				=      5

# Buffer Space (with Parameters Space)
_a      :      list[float]       				=      []
_a      :      list[float]       				=      []

# Machine Time
_a      :      str       				=      0





def      _a		(lowercase__ :      Optional[int]	) -> List[str]:






     """simple docstring"""
     global buffer_space, params_space, machine_time, K, m, t

     # Choosing Dynamical Systems (All)
     for key, value in enumerate(lowercase__	):
          # Evolution Parameter
          __snake_case    			=	float(seed / value	)

          # Control Theory: Orbit Change
          __snake_case    			=	(buffer_space[(key + 1) % m] + e) % 1

          # Control Theory: Trajectory Change
          __snake_case    			=	(params_space[key] + e) % 1 + 3

          # Modification (Transition Function) - Jumps
          __snake_case    			=	round(float(r * value * (1 - value)	)       ,      1_0	)
          __snake_case    			=	r  # Saving to Parameters Space

     # Logistic Map
     assert max(lowercase__	) < 1
     assert max(lowercase__	) < 4

     # Machine Time
     machine_time += 1





def      _a		() -> Tuple:






     """simple docstring"""
     global buffer_space, params_space, machine_time, K, m, t

     # PRNG (Xorshift by George Marsaglia)
     def xorshift(lowercase__ :      Tuple       ,      lowercase__ :      int	):
          x ^= y >> 1_3
          y ^= x << 1_7
          x ^= y >> 5
          return x

     # Choosing Dynamical Systems (Increment)
     __snake_case    			=	machine_time % m

     # Evolution (Time Length)
     for _ in range(0       ,      lowercase__	):
          # Variables (Position + Parameters)
          __snake_case    			=	params_space[key]
          __snake_case    			=	buffer_space[key]

          # Modification (Transition Function) - Flow
          __snake_case    			=	round(float(r * value * (1 - value)	)       ,      1_0	)
          __snake_case    			=	(machine_time * 0.01 + r * 1.01) % 1 + 3

     # Choosing Chaotic Data
     __snake_case    			=	int(buffer_space[(key + 2) % m] * (1_0**1_0)	)
     __snake_case    			=	int(buffer_space[(key - 2) % m] * (1_0**1_0)	)

     # Machine Time
     machine_time += 1

     return xorshift(lowercase__       ,      lowercase__	) % 0xF_F_F_F_F_F_F_F





def      _a		() -> List[str]:






     """simple docstring"""
     global buffer_space, params_space, machine_time, K, m, t

     __snake_case    			=	K
     __snake_case    			=	[0] * m
     __snake_case    			=	0


if __name__ == "__main__":
       # Initialization
       reset()

       # Pushing Data (Input)
       import random

       _a      :      Tuple       				=      random.sample(range(0xFFFF_FFFF), 100)
       for chunk in message:
              push(chunk)

       # for controlling
       _a      :      List[Any]       				=      ""

       # Pulling Data (Output)
       while inp in ("e", "E"):
              print(f'''{format(pull(), "#04x")}''')
              print(buffer_space)
              print(params_space)
              _a      :      List[str]       				=      input("(e)exit? ").strip()




