code: 
  import unittest
  
  from diffusers import __version__
  from diffusers.utils import deprecate
  
  
  
  
  class      __lowercase	(	unittest.TestCase					):
  	_A   			=      ".".join([str(int(__version__.split("."					)[0]					) + 1					)] + __version__.split("."					)[1:]					)
  	_A   			=      "0.0.1"
  
  
  
  
  
  
  	def 			_a(self							:   Optional[int]						)   -> Tuple:
  							_lowercase					:  int    			=      {"deprecated_arg": 4}
  
  							with self.assertWarns(snake_case						) as warning:
  													_lowercase					:  str    			=      deprecate("deprecated_arg"			,  self.higher_version			,  "message"			,  take_from=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[Any]						)   -> Union[str, Any]:
  							_lowercase					:  Union[str, Any]    			=      {"deprecated_arg": 4}
  
  							with self.assertWarns(snake_case						) as warning:
  													_lowercase					:  Optional[int]    			=      deprecate(("deprecated_arg", self.higher_version, "message")			,  take_from=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							:   Dict						)   -> Tuple:
  							_lowercase					:  Tuple    			=      {"deprecated_arg_1": 4, "deprecated_arg_2": 8}
  							with self.assertWarns(snake_case						) as warning:
  													_lowercase			,						_lowercase					:  Union[str, Any]    			=      deprecate(
  													    ("deprecated_arg_1", self.higher_version, "Hey")			,  ("deprecated_arg_2", self.higher_version, "Hey")			,  take_from=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							:   str						)   -> str:
  							_lowercase					:  Any    			=      {"deprecated_arg": 4}
  
  							with self.assertRaises(snake_case						) as error:
  													deprecate(("wrong_arg", self.higher_version, "message")			,  take_from=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							:   str						)   -> Optional[int]:
  							with self.assertWarns(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							:   int						)   -> Tuple:
  							with self.assertWarns(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							:   Optional[Any]						)   -> List[str]:
  
  
  
  
  							class      __lowercase	:
  								_A   			=      5
  
  							with self.assertWarns(snake_case						) as warning:
  													_lowercase					:  Optional[int]    			=      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							:   Any						)   -> List[Any]:
  
  
  
  
  							class      __lowercase	:
  								_A   			=      5
  								_A   			=      7
  
  							with self.assertWarns(snake_case						) as warning:
  													_lowercase			,						_lowercase					:  Any    			=      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[Any]:
  							_lowercase					:  List[str]    			=      {"deprecated_arg": 4}
  
  							with self.assertRaises(snake_case						) as error:
  													deprecate(("wrong_arg", self.lower_version, "message")			,  take_from=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							:   Optional[Any]						)   -> Optional[Any]:
  							with self.assertWarns(snake_case						) as warning:
  													deprecate(("deprecated_arg", self.higher_version, "This message is better!!!")			,  standard_warn=snake_case						)
  
  							assert str(warning.warning						) == "This message is better!!!"
  
  
  
  
  
  
  	def 			_a(self							:   List[Any]						)   -> Optional[Any]:
  							with self.assertWarns(snake_case						) as warning:
  													deprecate(("deprecated_arg", self.higher_version, "This message is better!!!")			,  standard_warn=snake_case						)
  							assert str(warning.warning						) == "This message is better!!!"
  							assert "diffusers/tests/others/test_utils.py" in warning.filename
  
  
  
  
  
style_context: 
  from __future__ import annotations
  
  
  
  def 		UpperCamelCase    (					_UpperCAmelCase     :      list[int]   , _UpperCAmelCase     :      int     )      -> int:
  
  
  
  
  
  
  						'''simple docstring'''
  
  						_lowercase			,						_lowercase					:  Any    			=      0, len(_UpperCAmelCase     ) - 1
  						while start_ind <= end_ind:
  												if array[start_ind] == search_item:
  																		return start_ind
  												elif array[end_ind] == search_item:
  																		return end_ind
  												else:
  																		start_ind += 1
  																		end_ind -= 1
      # returns -1 if search_item is not found in array
  						return -1
  
  
  if __name__ == "__main__":
  							print(double_linear_search(list(range(100)), 40))
  
  
  
  
  