import learn
import random
from worker import Worker
def resetWorkers(workers):
for worker in workers:
worker.reset()
if __name__ == "__main__":
print "Regression Test"
r = {"mu": 50, "sigma": 10}
p = {"mu": 65, "sigma": 10}
workers = simulate.createHyperbolicWorker(1000, r, p, None, 1)
outcomes = [True, False]
max_length = 500
xs = np.arange(1, max_length + 1, 1)
avgDiffR = []
avgDiffQ = []
diffR5 = []
diffR15 = []
diffROther = []
diffQ5 = []
diffQ15 = []
diffQOther = []
for length in range(1, max_length + 1):
graph[1].axis([0, 1000, 0.0, 5.0])
graph[1].set_autoscale_on(False)
if __name__ == '__main__':
#r1 = {'mu': 2000, 'sigma': 10}
#p1 = {'mu': 2000, 'sigma': 10}
#r2 = {'mu': 50, 'sigma': 5}
#p2 = {'mu': 20, 'sigma': 1}
r = {'mu': 80, 'sigma': 10}
p = {'mu': 70, 'sigma': 10}
a = {'mu': 0.05, 'sigma': 0.04}
workers = simulate.createHyperbolicWorker(300, r, p, a, 1)
r2 = {'mu': 80, 'sigma': 10}
p2 = {'mu': 70, 'sigma': 10}
a2 = {'mu': 0.5, 'sigma': 0.05}
r3 = {'mu': 50, 'sigma': 10}
p3 = {'mu': 60, 'sigma': 10}
a3 = {'mu': 0.05, 'sigma': 0.04}
r4 = {'mu': 100, 'sigma': 10}
p4 = {'mu': 70, 'sigma': 10}
a4 = {'mu': 0.5, 'sigma': 0.05}
#workers = simulate.createHyperbolicWorker(900, r1, p1, None, 1)
#fast_workers = simulate.createHyperbolicWorker(100, r2, p2, None, 2)
graph[1].axis([0, 1000, 0.0, 5.0])
graph[1].set_autoscale_on(False)
if __name__ == '__main__':
r1 = {'mu': 2000, 'sigma': 10}
p1 = {'mu': 2000, 'sigma': 10}
r2 = {'mu': 80, 'sigma': 5}
p2 = {'mu': 20, 'sigma': 5}
#r = {'mu': 2000, 'sigma': 10}
#p = {'mu': 100, 'sigma': 5}
#workers = simulate.createHyperbolicWorker(1000, r, p, None, 1)
workers = simulate.createHyperbolicWorker(900, r1, p1, None, 1)
fast_workers = simulate.createHyperbolicWorker(100, r2, p2, None, 1)
workers.extend(fast_workers)
tasks = simulate.createBinaryTasks(1000)
outcomes = [True, False]
runs = 10
steps = 4
f, ax = plot.subplots(3, 2)
#f, graphs = plot.subplots(1, 2)
print 'Random K'
k = 3
#graph[1].axis([0, 1000, 0.0, 5.0])
#graph[1].set_autoscale_on(False)
if __name__ == '__main__':
#r1 = {'mu': 2000, 'sigma': 10}
#p1 = {'mu': 2000, 'sigma': 10}
#r2 = {'mu': 50, 'sigma': 5}
#p2 = {'mu': 20, 'sigma': 1}
r = {'mu': 600, 'sigma': 5}
p = {'mu': 800, 'sigma': 5}
a = {'mu': 0.05, 'sigma': 0.04}
workers = simulate.createHyperbolicWorker(80, r, p, None, 1)
r2 = {'mu': 60, 'sigma': 5}
p2 = {'mu': 40, 'sigma': 5}
a2 = {'mu': 0.5, 'sigma': 0.05}
r3 = {'mu': 50, 'sigma': 10}
p3 = {'mu': 60, 'sigma': 10}
a3 = {'mu': 0.05, 'sigma': 0.04}
r4 = {'mu': 100, 'sigma': 10}
p4 = {'mu': 70, 'sigma': 10}
a4 = {'mu': 0.5, 'sigma': 0.05}
#workers = simulate.createHyperbolicWorker(900, r1, p1, None, 1)
fast_workers = simulate.createHyperbolicWorker(20, r2, p2, None, 2)
