





"""simple docstring"""




import unittest

from diffusers import __version__
from diffusers.utils import deprecate




class 				_a		(   unittest.TestCase       ):
				UpperCamelCase			=					'''.'''.join([str(int(__version__.split('''.'''       )[0]       ) + 1       )] + __version__.split('''.'''       )[1:]       )
				UpperCamelCase			=					'''0.0.1'''






				def        snake_case			(				self	:					Optional[int]							)			->   Tuple:




										'''simple docstring'''



										_UpperCamelCase    :      List[str]						     =					{'''deprecated_arg''': 4}

										with self.assertWarns(lowerCAmelCase__							) as warning:
																_UpperCamelCase    :      Optional[int]						     =					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        snake_case			(				self	:					Dict							)			->   Optional[int]:




										'''simple docstring'''



										_UpperCamelCase    :      str						     =					{'''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        snake_case			(				self	:					Optional[int]							)			->   Tuple:




										'''simple docstring'''



										_UpperCamelCase    :      int						     =					{'''deprecated_arg_1''': 4, '''deprecated_arg_2''': 8}
										with self.assertWarns(lowerCAmelCase__							) as warning:
																_UpperCamelCase     ,							_UpperCamelCase    :      Union[str, 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        snake_case			(				self	:					List[Any]							)			->   Any:




										'''simple docstring'''



										_UpperCamelCase    :      Dict						     =					{'''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        snake_case			(				self	:					Any							)			->   str:




										'''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        snake_case			(				self	:					Optional[Any]							)			->   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        snake_case			(				self	:					Any							)			->   Dict:




										'''simple docstring'''



										class 				_a		:
														UpperCamelCase			=					5

										with self.assertWarns(lowerCAmelCase__							) as warning:
																_UpperCamelCase    :      Optional[Any]						     =					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        snake_case			(				self	:					Tuple							)			->   Optional[Any]:




										'''simple docstring'''



										class 				_a		:
														UpperCamelCase			=					5
														UpperCamelCase			=					7

										with self.assertWarns(lowerCAmelCase__							) as warning:
																_UpperCamelCase     ,							_UpperCamelCase    :      Dict						     =					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        snake_case			(				self	:					Dict							)			->   str:




										'''simple docstring'''



										_UpperCamelCase    :      Union[str, 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        snake_case			(				self	:					str							)			->   Dict:




										'''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        snake_case			(				self	:					Dict							)			->   Optional[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










"""simple docstring"""




UpperCamelCase_     =1_000





def  a_       (							_lowercase     ):
						return x * x





def  a_       (							_lowercase ,		_lowercase ,		_lowercase ,		_lowercase = 4     ):
						assert callable(
						    _lowercase     ), F"""the function(object) passed should be callable your input : {function}"""
						assert isinstance(_lowercase ,		(float, int)     ), F"""a should be float or integer your input : {a}"""
						assert isinstance(function(_lowercase     ) ,		(float, int)     ), (
						    "the function should return integer or float return type of your function, "
						    F"""{type(_lowercase     )}"""
						)
						assert isinstance(_lowercase ,		(float, int)     ), F"""b should be float or integer your input : {b}"""
						assert (
						    isinstance(_lowercase ,		_lowercase     ) and precision > 0
						), F"""precision should be positive integer your input : {precision}"""

						# just applying the formula of simpson for approximate integration written in
						# mentioned article in first comment of this file and above this function

						_UpperCamelCase    :      str						     =					(b - a) / N_STEPS
						_UpperCamelCase    :      Dict						     =					function(_lowercase     ) + function(_lowercase     )

						for i in range(1 ,		_lowercase     ):
												_UpperCamelCase    :      List[Any]						     =					a + h * i
												result += function(_lowercase     ) * (4 if i % 2 else 2)

						result *= h / 3
						return round(_lowercase ,		_lowercase     )


if __name__ == "__main__":
						import doctest

						doctest.testmod()



