

'''simple docstring'''




_a			:	Union[str, Any]								=  [0.33, 0.44, 0.55, 0.44, 0.33]
_a			:	int								=  3
_a			:	List[str]								=  5

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

# Machine Time
_a			:	int								=  0


def  lowerCamelCase__						(  SCREAMING_SNAKE_CASE :				Optional[Any]  ):
  global buffer_space, params_space, machine_time, K, m, t

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

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

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

    # Modification (Transition Function) - Jumps
    UpperCAmelCase  							=		round(float(r * value * (1 - value)  )    ,				10  )
    UpperCAmelCase  							=		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  lowerCamelCase__						(  ):
  global buffer_space, params_space, machine_time, K, m, t

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

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

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

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

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

  # Machine Time
  machine_time += 1

  return xorshift(SCREAMING_SNAKE_CASE    ,				SCREAMING_SNAKE_CASE  ) % 0XFF_FFF_FFF


def  lowerCamelCase__						(  ):
  global buffer_space, params_space, machine_time, K, m, t

  UpperCAmelCase  							=		K
  UpperCAmelCase  							=		[0] * m
  UpperCAmelCase  							=		0


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

  # Pushing Data (Input)
  import random

  _a			:	Tuple								=  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			:	Optional[int]								=  input('(e)exit? ').strip()





'''simple docstring'''




from typing import TypeVar

from .arrow_dataset import Dataset, _split_by_node_map_style_dataset
from .iterable_dataset import IterableDataset, _split_by_node_iterable_dataset


_a			:	Optional[int]								=  TypeVar('DatasetType', Dataset, IterableDataset)


def  lowerCamelCase__						(  SCREAMING_SNAKE_CASE :				DatasetType    ,				SCREAMING_SNAKE_CASE :				int    ,				SCREAMING_SNAKE_CASE :				int  ):
  if isinstance(SCREAMING_SNAKE_CASE    ,				SCREAMING_SNAKE_CASE  ):
    return _split_by_node_map_style_dataset(SCREAMING_SNAKE_CASE    ,				rank=SCREAMING_SNAKE_CASE    ,				world_size=SCREAMING_SNAKE_CASE  )
  else:
    return _split_by_node_iterable_dataset(SCREAMING_SNAKE_CASE    ,				rank=SCREAMING_SNAKE_CASE    ,				world_size=SCREAMING_SNAKE_CASE  )


