




import random






class  __magic_name__						:
				'''simple docstring'''







				@staticmethod
				def     _A							(							_lowerCamelCase:   str		):
											SCREAMING_SNAKE_CASE_   	=    [ord(_lowerCamelCase		) for i in text]
											SCREAMING_SNAKE_CASE_   	=    []
											SCREAMING_SNAKE_CASE_   	=    []
											for i in plain:
																		SCREAMING_SNAKE_CASE_   	=    random.randint(1		,					3_00		)
																		SCREAMING_SNAKE_CASE_   	=    (i + k) * k
																		cipher.append(_lowerCamelCase		)
																		key.append(_lowerCamelCase		)
											return cipher, key





				@staticmethod
				def     _A							(							_lowerCamelCase:   list[int]		,					_lowerCamelCase:   list[int]		):
											SCREAMING_SNAKE_CASE_   	=    []
											for i in range(len(_lowerCamelCase		)		):
																		SCREAMING_SNAKE_CASE_   	=    int((cipher[i] - (key[i]) ** 2) / key[i]		)
																		plain.append(chr(_lowerCamelCase		)		)
											return "".join(_lowerCamelCase		)


if __name__ == "__main__":
			__SCREAMING_SNAKE_CASE						,    __SCREAMING_SNAKE_CASE 						=Onepad().encrypt("""Hello""")
			print(c, k)
			print(Onepad().decrypt(c, k))








import unittest

from diffusers import FlaxAutoencoderKL
from diffusers.utils import is_flax_available
from diffusers.utils.testing_utils import require_flax

from .test_modeling_common_flax import FlaxModelTesterMixin


if is_flax_available():
			import jax






@require_flax
class  __magic_name__						(  __UpperCAmelCase    ,  unittest.TestCase):
				'''simple docstring'''







				SCREAMING_SNAKE_CASE__					:							str	      =					FlaxAutoencoderKL


				@property
				def     _A							(							self:   Any		):
											SCREAMING_SNAKE_CASE_   	=    4
											SCREAMING_SNAKE_CASE_   	=    3
											SCREAMING_SNAKE_CASE_   	=    (32, 32)

											SCREAMING_SNAKE_CASE_   	=    jax.random.PRNGKey(0		)
											SCREAMING_SNAKE_CASE_   	=    jax.random.uniform(_lowerCamelCase		,					((batch_size, num_channels) + sizes)		)

											return {"sample": image, "prng_key": prng_key}





				def     _A							(							self:   List[str]		):
											SCREAMING_SNAKE_CASE_   	=    {
											    '''block_out_channels''': [32, 64],
											    '''in_channels''': 3,
											    '''out_channels''': 3,
											    '''down_block_types''': ['''DownEncoderBlock2D''', '''DownEncoderBlock2D'''],
											    '''up_block_types''': ['''UpDecoderBlock2D''', '''UpDecoderBlock2D'''],
											    '''latent_channels''': 4,
											}
											SCREAMING_SNAKE_CASE_   	=    self.dummy_input
											return init_dict, inputs_dict


