quoracle/case_study.py
2021-02-02 23:03:57 -08:00

76 lines
2.5 KiB
Python

from quorums import *
import datetime
def main() -> None:
def seconds(x: int) -> datetime.timedelta:
return datetime.timedelta(seconds=x)
a = Node('a', write_capacity=2000, read_capacity=4000, latency=seconds(1))
b = Node('b', write_capacity=1000, read_capacity=2000, latency=seconds(1))
c = Node('c', write_capacity=2000, read_capacity=4000, latency=seconds(3))
d = Node('d', write_capacity=1000, read_capacity=2000, latency=seconds(4))
e = Node('e', write_capacity=2000, read_capacity=4000, latency=seconds(5))
fr = {
1.00: 0.,
0.90: 10.,
0.80: 20.,
0.70: 100.,
0.60: 100.,
0.50: 100.,
0.40: 60.,
0.30: 30.,
0.20: 30.,
0.10: 20.,
0.00: 0.,
}
maj = QuorumSystem(reads=majority([a, b, c, d, e]))
grid = QuorumSystem(reads=a*b + c*d*e)
paths = QuorumSystem(reads=a*b + a*c*e + d*e + d*c*b)
print(maj.capacity(read_fraction=fr))
print(grid.capacity(read_fraction=fr))
print(paths.capacity(read_fraction=fr))
print()
opt = search(nodes=[a, b, c, d, e],
resilience=1,
read_fraction=fr)
sigma = opt.strategy(read_fraction=fr)
print(opt)
print(sigma)
print(sigma.capacity(read_fraction=fr))
print()
print(maj)
print(maj.capacity(read_fraction=fr, f=1))
print(grid.capacity(read_fraction=fr, f=1))
print(paths.capacity(read_fraction=fr, f=1))
print()
opt = search(nodes=[a, b, c, d, e], resilience=1, read_fraction=fr, f=1)
sigma = opt.strategy(read_fraction=fr, f=1)
print(opt)
print(sigma)
print(sigma.capacity(read_fraction=fr))
print()
print(maj.capacity(read_fraction=fr, optimize='latency', load_limit=1/2000),
maj.latency(read_fraction=fr, optimize='latency', load_limit=1/2000))
print(grid.capacity(read_fraction=fr, optimize='latency', load_limit=1/2000),
grid.latency(read_fraction=fr, optimize='latency', load_limit=1/2000))
print(paths.capacity(read_fraction=fr, optimize='latency', load_limit=1/2000),
paths.latency(read_fraction=fr, optimize='latency', load_limit=1/2000))
print()
opt = search(nodes=[a, b, c, d, e], resilience=1, read_fraction=fr, optimize='latency', load_limit=1/2000)
sigma = opt.strategy(read_fraction=fr, optimize='latency', load_limit=1/2000)
print(opt)
print(sigma)
print(sigma.capacity(read_fraction=fr))
print(sigma.latency(read_fraction=fr))
print()
if __name__ == '__main__':
main()