
'''simple docstring'''





UpperCAmelCase            = [0.33, 0.44, 0.55, 0.44, 0.33]
UpperCAmelCase            = 3
UpperCAmelCase            = 5

# Buffer Space (with Parameters Space)
UpperCAmelCase            = []
UpperCAmelCase            = []

# Machine Time
UpperCAmelCase            = 0

def   A			(							A_				:       Optional[int]							):
						global buffer_space, params_space, machine_time, K, m, t

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

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

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

												# Modification (Transition Function) - Jumps
												snake_case							:  Tuple			=     round(float(r * value * (1 - value)							)     ,				10							)
												snake_case							:  Optional[Any]			=     r  # Saving to Parameters Space

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

						# Machine Time
						machine_time += 1

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

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

						# Choosing Dynamical Systems (Increment)
						snake_case							:  Tuple			=     machine_time % m

						# Evolution (Time Length)
						for _ in range(0     ,				A_							):
												# Variables (Position + Parameters)
												snake_case							:  int			=     params_space[key]
												snake_case							:  List[Any]			=     buffer_space[key]

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

						# Choosing Chaotic Data
						snake_case							:  List[Any]			=     int(buffer_space[(key + 2) % m] * (10**10)							)
						snake_case							:  Optional[Any]			=     int(buffer_space[(key - 2) % m] * (10**10)							)

						# Machine Time
						machine_time += 1

						return xorshift(A_     ,				A_							) % 0XF_F_F_F_F_F_F_F

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

						snake_case							:  Optional[int]			=     K
						snake_case							:  str			=     [0] * m
						snake_case							:  Union[str, Any]			=     0


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

						# Pushing Data (Input)
						import random

						UpperCAmelCase            = random.sample(range(0xFF_FFF_FFF), 100)
						for chunk in message:
												push(chunk)

						# for controlling
						UpperCAmelCase            = ""

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









"""simple docstring"""


class    snake_case						:


   '''simple docstring'''

   def __init__(      self					:	Optional[Any]    ):

     '''simple docstring'''
     # numbermap keys are the number and its values are lists of indexes sorted
     # in ascending order
     __A		     =					{}
     # indexmap keys are an index and it's values are the number at that index
     __A		     =					{}


   def 							_SCREAMING_SNAKE_CASE							(      self					:	List[str],			_lowerCamelCase					:	list | str | range,			_lowerCamelCase					:	int    ):

     '''simple docstring'''
     if isinstance(_lowerCamelCase,			(range, str)    ):
       __A		     =					list(_lowerCamelCase    )
     elif not isinstance(_lowerCamelCase,			_lowerCamelCase    ):
       raise TypeError(
           '''binary_search_delete() only accepts either a list, range or str'''    )

     __A		     =					0
     __A		     =					len(_lowerCamelCase    ) - 1

     while low <= high:
       __A		     =					(low + high) // 2
       if array[mid] == item:
         array.pop(_lowerCamelCase    )
         return array
       elif array[mid] < item:
         __A		     =					mid + 1
       else:
         __A		     =					mid - 1
     raise ValueError(
         '''Either the item is not in the array or the array was unsorted'''    )


   def 							_SCREAMING_SNAKE_CASE							(      self					:	Any,			_lowerCamelCase					:	list | str | range,			_lowerCamelCase					:	int    ):

     '''simple docstring'''
     if isinstance(_lowerCamelCase,			(range, str)    ):
       __A		     =					list(_lowerCamelCase    )
     elif not isinstance(_lowerCamelCase,			_lowerCamelCase    ):
       raise TypeError(
           '''binary_search_insert() only accepts either a list, range or str'''    )

     __A		     =					0
     __A		     =					len(_lowerCamelCase    ) - 1

     while low <= high:
       __A		     =					(low + high) // 2
       if array[mid] == index:
         # If the item already exists in the array,
         # insert it after the existing item
         array.insert(mid + 1,			_lowerCamelCase    )
         return array
       elif array[mid] < index:
         __A		     =					mid + 1
       else:
         __A		     =					mid - 1

        # If the item doesn't exist in the array, insert it at the appropriate position
     array.insert(_lowerCamelCase,			_lowerCamelCase    )
     return array


   def 							_SCREAMING_SNAKE_CASE							(      self					:	Dict,			_lowerCamelCase					:	int,			_lowerCamelCase					:	int    ):

     '''simple docstring'''
     # Remove previous index
     if index in self.indexmap:
       __A		     =					self.indexmap[index]
       if len(self.numbermap[n]    ) == 1:
         del self.numbermap[n]
       else:
         __A		     =					self.binary_search_delete(self.numbermap[n],			_lowerCamelCase    )

        # Set new index
     __A		     =					number

     # Number not seen before or empty so insert number value
     if number not in self.numbermap:
       __A		     =					[index]

     # Here we need to perform a binary search insertion in order to insert
     # The item in the correct place
     else:
       __A		     =					self.binary_search_insert(
           self.numbermap[number],			_lowerCamelCase    )






   def 							_SCREAMING_SNAKE_CASE							(      self					:	Dict,			_lowerCamelCase					:	int    ):

     '''simple docstring'''
     return self.numbermap.get(_lowerCamelCase,			[-1]    )[0]


if __name__ == "__main__":
       import doctest

       doctest.testmod()




