




__A						:		str          =						[0.33, 0.44, 0.55, 0.44, 0.33]
__A						:		Optional[Any]          =						3
__A						:		Tuple          =						5

# Buffer Space (with Parameters Space)
__A						:		list[float]          =						[]
__A						:		list[float]          =						[]

# Machine Time
__A						:		str          =						0





def      UpperCAmelCase  (						UpperCamelCase__   )     ->     Union[str, Any]:







				'''simple docstring'''


				global buffer_space, params_space, machine_time, K, m, t

				# Choosing Dynamical Systems (All)
				for key, value in enumerate(_SCREAMING_SNAKE_CASE   ):
								# Evolution Parameter
								__lowerCAmelCase					=  float(seed / value   )

								# Control Theory: Orbit Change
								__lowerCAmelCase					=  (buffer_space[(key + 1) % m] + e) % 1

								# Control Theory: Trajectory Change
								__lowerCAmelCase					=  (params_space[key] + e) % 1 + 3

								# Modification (Transition Function) - Jumps
								__lowerCAmelCase					=  round(float(r * value * (1 - value)   )						,			10   )
								__lowerCAmelCase					=  r  # Saving to Parameters Space

				# Logistic Map
				assert max(_SCREAMING_SNAKE_CASE   ) < 1
				assert max(_SCREAMING_SNAKE_CASE   ) < 4

				# Machine Time
				machine_time += 1





def      UpperCAmelCase  (						)     ->     Tuple:







				'''simple docstring'''


				global buffer_space, params_space, machine_time, K, m, t

				# PRNG (Xorshift by George Marsaglia)
				def xorshift(UpperCamelCase__						,			UpperCamelCase__   ):
								x ^= y >> 13
								y ^= x << 17
								x ^= y >> 5
								return x

				# Choosing Dynamical Systems (Increment)
				__lowerCAmelCase					=  machine_time % m

				# Evolution (Time Length)
				for _ in range(0						,			_SCREAMING_SNAKE_CASE   ):
								# Variables (Position + Parameters)
								__lowerCAmelCase					=  params_space[key]
								__lowerCAmelCase					=  buffer_space[key]

								# Modification (Transition Function) - Flow
								__lowerCAmelCase					=  round(float(r * value * (1 - value)   )						,			10   )
								__lowerCAmelCase					=  (machine_time * 0.01 + r * 1.01) % 1 + 3

				# Choosing Chaotic Data
				__lowerCAmelCase					=  int(buffer_space[(key + 2) % m] * (10**10)   )
				__lowerCAmelCase					=  int(buffer_space[(key - 2) % m] * (10**10)   )

				# Machine Time
				machine_time += 1

				return xorshift(_SCREAMING_SNAKE_CASE						,			_SCREAMING_SNAKE_CASE   ) % 0Xf_f_f_f_f_f_f_f





def      UpperCAmelCase  (						)     ->     Dict:







				'''simple docstring'''


				global buffer_space, params_space, machine_time, K, m, t

				__lowerCAmelCase					=  K
				__lowerCAmelCase					=  [0] * m
				__lowerCAmelCase					=  0


if __name__ == "__main__":
	# Initialization
	reset()

	# Pushing Data (Input)
	import random

	__A						:		Optional[Any]          =						random.sample(range(0Xff_ff_ff_ff), 100)
	for chunk in message:
		push(chunk)

	# for controlling
	__A						:		List[Any]          =						""""""

	# Pulling Data (Output)
	while inp in ("e", "E"):
		print(f"""{format(pull(), '#04x')}""")
		print(buffer_space)
		print(params_space)
		__A						:		str          =						input("(e)exit? ").strip()







'''simple docstring'''







from ..utils import DummyObject, requires_backends


class       lowerCAmelCase			(					metaclass=__UpperCAmelCase      ):
		a				:       Any							=       ["""torch""", """transformers""", """invisible_watermark"""]




		def __init__(					self       ,    *UpperCamelCase       ,    **UpperCamelCase   ):
								requires_backends(self       ,    ["torch", "transformers", "invisible_watermark"]   )




		@classmethod
		def      lowercase							(					cls       ,    *UpperCamelCase       ,    **UpperCamelCase   ):
								requires_backends(cls       ,    ["torch", "transformers", "invisible_watermark"]   )




		@classmethod
		def      lowercase							(					cls       ,    *UpperCamelCase       ,    **UpperCamelCase   ):
								requires_backends(cls       ,    ["torch", "transformers", "invisible_watermark"]   )


class       lowerCAmelCase			(					metaclass=__UpperCAmelCase      ):
		a				:       Optional[Any]							=       ["""torch""", """transformers""", """invisible_watermark"""]




		def __init__(					self       ,    *UpperCamelCase       ,    **UpperCamelCase   ):
								requires_backends(self       ,    ["torch", "transformers", "invisible_watermark"]   )




		@classmethod
		def      lowercase							(					cls       ,    *UpperCamelCase       ,    **UpperCamelCase   ):
								requires_backends(cls       ,    ["torch", "transformers", "invisible_watermark"]   )




		@classmethod
		def      lowercase							(					cls       ,    *UpperCamelCase       ,    **UpperCamelCase   ):
								requires_backends(cls       ,    ["torch", "transformers", "invisible_watermark"]   )