quoracle/plot_load_distribution.py

51 lines
1.6 KiB
Python
Raw Normal View History

2021-01-29 08:01:47 +00:00
from quorums import *
import matplotlib
import matplotlib.pyplot as plt
import numpy as np
def main():
a = Node('a', capacity=100)
b = Node('b', capacity=200)
c = Node('c', capacity=100)
d = Node('d', capacity=200)
e = Node('e', capacity=100)
nodes = [a, b, c, d, e]
quorum_systems = {
'majority': QuorumSystem(reads=majority([a, b, c, d, e])),
'crumbling_walls': QuorumSystem(reads=a*b + c*d*e),
'paths': QuorumSystem(reads=a*b + a*c*e + d*e + d*c*b),
}
for name, qs in quorum_systems.items():
d = {0.0: 1, 0.1: 1, 0.2: 1, 0.3: 1, 0.4: 1, 0.5: 1,
0.6: 1, 0.7: 1, 0.8: 1, 0.9: 1, 1.0: 1}
fig, axes = plt.subplots(3, 4, figsize=(6 * 4, 4 * 3), sharey='all')
axes_iter = (axes[row][col] for row in range(3) for col in range(4))
for fr in d.keys():
sigma = qs.strategy(read_fraction=fr)
ax = next(axes_iter)
plot_load_distribution_on(ax, sigma, nodes)
ax.set_title(f'Optimized For Read Fraction = {fr}')
ax.set_xlabel('Read Fraction')
ax.legend()
sigma = qs.strategy(read_fraction=d)
ax = next(axes_iter)
plot_load_distribution_on(ax, sigma, nodes)
ax.set_title('Optimized For Uniform Read Fraction')
ax.set_xlabel('Read Fraction')
ax.legend()
axes[0][0].set_ylabel('Load')
axes[1][0].set_ylabel('Load')
axes[2][0].set_ylabel('Load')
fig.tight_layout()
fig.savefig(f'{name}.pdf')
if __name__ == '__main__':
main()