
"""simple docstring"""




import unittest

from diffusers import __version__
from diffusers.utils import deprecate



class      lowerCAmelCase_						(unittest.TestCase  ):


				"""simple docstring"""



				__UpperCamelCase				:						Optional[Any] 	=       '''.'''.join([str(int(__version__.split('''.'''  )[0]  ) + 1  )] + __version__.split('''.'''  )[1:]  )
				__UpperCamelCase				:						List[str] 	=       '''0.0.1'''



				def      __magic_name__   (self   ) ->		str:



											"""simple docstring"""




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

											with self.assertWarns(SCREAMING_SNAKE_CASE__   ) as warning:
																		SCREAMING_SNAKE_CASE__						:	Tuple									=       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      __magic_name__   (self   ) ->		Optional[Any]:



											"""simple docstring"""




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

											with self.assertWarns(SCREAMING_SNAKE_CASE__   ) as warning:
																		SCREAMING_SNAKE_CASE__						:	Dict									=       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      __magic_name__   (self   ) ->		List[Any]:



											"""simple docstring"""




											SCREAMING_SNAKE_CASE__						:	Tuple									=       {"""deprecated_arg_1""": 4, """deprecated_arg_2""": 8}
											with self.assertWarns(SCREAMING_SNAKE_CASE__   ) as warning:
																		SCREAMING_SNAKE_CASE__						:	Dict									=       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      __magic_name__   (self   ) ->		List[Any]:



											"""simple docstring"""




											SCREAMING_SNAKE_CASE__						:	List[Any]									=       {"""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      __magic_name__   (self   ) ->		str:



											"""simple docstring"""




											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      __magic_name__   (self   ) ->		Any:



											"""simple docstring"""




											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      __magic_name__   (self   ) ->		str:



											"""simple docstring"""




											class      lowerCAmelCase_						:


															"""simple docstring"""



															__UpperCamelCase				:						Union[str, Any] 	=       5

											with self.assertWarns(SCREAMING_SNAKE_CASE__   ) as warning:
																		SCREAMING_SNAKE_CASE__						:	Dict									=       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      __magic_name__   (self   ) ->		int:



											"""simple docstring"""




											class      lowerCAmelCase_						:


															"""simple docstring"""



															__UpperCamelCase				:						int 	=       5
															__UpperCamelCase				:						Union[str, Any] 	=       7

											with self.assertWarns(SCREAMING_SNAKE_CASE__   ) as warning:
																		SCREAMING_SNAKE_CASE__						:	List[str]									=       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      __magic_name__   (self   ) ->		Optional[int]:



											"""simple docstring"""




											SCREAMING_SNAKE_CASE__						:	Optional[int]									=       {"""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      __magic_name__   (self   ) ->		Union[str, Any]:



											"""simple docstring"""




											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      __magic_name__   (self   ) ->		Any:



											"""simple docstring"""




											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"""




def lowercase_  (       _snake_case       ,_snake_case						):
							SCREAMING_SNAKE_CASE__						:	Optional[int]									=       []
							SCREAMING_SNAKE_CASE__						:	Union[str, Any]									=       len(_snake_case						)
							for i in range(_snake_case						):
														SCREAMING_SNAKE_CASE__						:	Dict									=       []
														for j in range(_snake_case						):
																					SCREAMING_SNAKE_CASE__						:	Optional[Any]									=       0
																					for k in range(_snake_case						):
																												SCREAMING_SNAKE_CASE__						:	Optional[int]									=       val + matrix_a[i][k] * matrix_b[k][j]
																					list_a.append(_snake_case						)
														matrix_c.append(_snake_case						)
							return matrix_c

def lowercase_  (       _snake_case						):
							return [[int(row == column						) for column in range(_snake_case						)] for row in range(_snake_case						)]

def lowercase_  (       _snake_case						):
							if n <= 1:
														return n
							SCREAMING_SNAKE_CASE__						:	Tuple									=       identity(2						)
							SCREAMING_SNAKE_CASE__						:	str									=       [[1, 1], [1, 0]]
							SCREAMING_SNAKE_CASE__						:	str									=       n - 1
							while n > 0:
														if n % 2 == 1:
																					SCREAMING_SNAKE_CASE__						:	List[str]									=       multiply(_snake_case       ,_snake_case						)
														SCREAMING_SNAKE_CASE__						:	int									=       multiply(_snake_case       ,_snake_case						)
														SCREAMING_SNAKE_CASE__						:	List[str]									=       int(n / 2						)
							return res_matrix[0][0]

def lowercase_  (       _snake_case						):
							if n <= 1:
														return n
							SCREAMING_SNAKE_CASE__						:	int									=       0
							SCREAMING_SNAKE_CASE__						:	str									=       1
							for _ in range(2       ,n + 1						):
														SCREAMING_SNAKE_CASE__				,				SCREAMING_SNAKE_CASE__						:	Optional[int]									=       fiba, fiba + fiba
							return fiba

def lowercase_  (       ):
							for ordinal in "0th 1st 2nd 3rd 10th 100th 1000th".split():
														SCREAMING_SNAKE_CASE__						:	Union[str, Any]									=       int("""""".join(c for c in ordinal if c in """0123456789"""						)						)  # 1000th --> 1000
														print(
														    f'''{ordinal} fibonacci number using matrix exponentiation is '''
														    f'''{nth_fibonacci_matrix(_snake_case						)} and using bruteforce is '''
														    f'''{nth_fibonacci_bruteforce(_snake_case						)}\n'''						)
							# from timeit import timeit
							# print(timeit("nth_fibonacci_matrix(1000000)",
							#              "from main import nth_fibonacci_matrix", number=5))
							# print(timeit("nth_fibonacci_bruteforce(1000000)",
							#              "from main import nth_fibonacci_bruteforce", number=5))
							# 2.3342058970001744
							# 57.256506615000035


if __name__ == "__main__":
					import doctest

					doctest.testmod()
					main()




