




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    lowerCamelCase__			(		A__			:   str      ):





       '''simple docstring'''



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

       # Choosing Dynamical Systems (All)
       for key, value in enumerate(__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(__snake_case      ) < 1
       assert max(__snake_case      ) < 4

       # Machine Time
       machine_time += 1




def    lowerCamelCase__			(		):





       '''simple docstring'''



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

       # PRNG (Xorshift by George Marsaglia)
       def xorshift(A__			:   Tuple    ,     A__			:   Optional[Any]      ):
              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    ,     __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(__snake_case    ,     __snake_case      ) % 0XFFFFFFFF




def    lowerCamelCase__			(		):





       '''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

       UpperCAmelCase_   							=      random.sample(range(0XFF_FF_FF_FF), 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()






import heapq







def  _snake_case			(							__snake_case       ,	__snake_case       ,	__snake_case     )  ->  str:






      '''simple docstring'''







      UpperCAmelCase_	:						List[str]					   =		[(0, start)]  # cost from start node,end node
      UpperCAmelCase_	:						List[Any]					   =		set()
      while heap:
            ((UpperCAmelCase_)   ,   (UpperCAmelCase_))	:						str					   =		heapq.heappop(__snake_case     )
            if u in visited:
                  continue
            visited.add(__snake_case     )
            if u == end:
                  return cost
            for v, c in graph[u]:
                  if v in visited:
                        continue
                  UpperCAmelCase_	:						Tuple					   =		cost + c
                  heapq.heappush(__snake_case       ,	(next_item, v)     )
      return -1


__lowerCamelCase								=      {
    '''A''': [['''B''', 2], ['''C''', 5]],
    '''B''': [['''A''', 2], ['''D''', 3], ['''E''', 1], ['''F''', 1]],
    '''C''': [['''A''', 5], ['''F''', 3]],
    '''D''': [['''B''', 3]],
    '''E''': [['''B''', 4], ['''F''', 3]],
    '''F''': [['''C''', 3], ['''E''', 3]],
}
__lowerCamelCase								=      {
    '''B''': [['''C''', 1]],
    '''C''': [['''D''', 1]],
    '''D''': [['''F''', 1]],
    '''E''': [['''B''', 1], ['''F''', 3]],
    '''F''': [],
}
__lowerCamelCase								=      {
    '''B''': [['''C''', 1]],
    '''C''': [['''D''', 1]],
    '''D''': [['''F''', 1]],
    '''E''': [['''B''', 1], ['''G''', 2]],
    '''F''': [],
    '''G''': [['''F''', 1]],
}

__lowerCamelCase								=      dijkstra(G, '''E''', '''C''')
print(short_distance)  # E -- 3 --> F -- 3 --> C == 6

__lowerCamelCase								=      dijkstra(Ga, '''E''', '''F''')
print(short_distance)  # E -- 3 --> F == 3

__lowerCamelCase								=      dijkstra(Ga, '''E''', '''F''')
print(short_distance)  # E -- 2 --> G -- 1 --> F == 3

if __name__ == "__main__":
   import doctest

   doctest.testmod()
