
__SCREAMING_SNAKE_CASE  =			"\n# Diffusers installation\n! pip install diffusers transformers datasets accelerate\n# To install from source instead of the last release, comment the command above and uncomment the following one.\n# ! pip install git+https://github.com/huggingface/diffusers.git\n"

__SCREAMING_SNAKE_CASE  =			[{"type": "code", "content": INSTALL_CONTENT}]






'''simple docstring'''


from .hash_table import HashTable
from .number_theory.prime_numbers import is_prime, next_prime




class 						__snake_case (						_a  ):




		def __init__(     self				:Optional[Any] ,						*_SCREAMING_SNAKE_CASE				:Union[str, Any] ,						**_SCREAMING_SNAKE_CASE				:List[Any])				-> List[str]:






								'''simple docstring'''






								super().__init__(*_SCREAMING_SNAKE_CASE ,						**_SCREAMING_SNAKE_CASE)




		def   _snake_case  (     self				:Union[str, Any] ,						_SCREAMING_SNAKE_CASE				:Union[str, Any] ,						_SCREAMING_SNAKE_CASE				:List[Any])				-> Optional[int]:






								'''simple docstring'''






								UpperCamelCase_    :  Optional[Any]				    =    (
								    next_prime(value % self.size_table)
								    if not is_prime(value % self.size_table)
								    else value % self.size_table
								)  # gt = bigger than
								return next_prime_gt - (data % next_prime_gt)




		def   _snake_case  (     self				:List[str] ,						_SCREAMING_SNAKE_CASE				:Optional[int] ,						_SCREAMING_SNAKE_CASE				:Any ,						_SCREAMING_SNAKE_CASE				:int)				-> Dict:






								'''simple docstring'''






								return (increment * self.__hash_function_a(_SCREAMING_SNAKE_CASE ,						_SCREAMING_SNAKE_CASE)) % self.size_table





		def   _snake_case  (     self				:Tuple ,						_SCREAMING_SNAKE_CASE				:Any ,						_SCREAMING_SNAKE_CASE				:int=None)				-> List[Any]:






								'''simple docstring'''






								UpperCamelCase_    :  Optional[Any]				    =    1
								UpperCamelCase_    :  str				    =    self.hash_function(_SCREAMING_SNAKE_CASE)

								while self.values[new_key] is not None and self.values[new_key] != key:
														UpperCamelCase_    :  int				    =    (
														    self.__hash_double_function(_SCREAMING_SNAKE_CASE ,						_SCREAMING_SNAKE_CASE ,						_SCREAMING_SNAKE_CASE)
														    if self.balanced_factor() >= self.lim_charge
														    else None
														)
														if new_key is None:
																				break
														else:
																				i += 1

								return new_key




