def test_sampling(self):
# FIXME: bogotest, extend tests!
dist = PDist.lognorm(0.25)
sampler = BoundRejectionSampler(dist, 0.5, 2)
x = sampler.sample(10000)
self.assertGreater(x.min(), 0.5)
self.assertLess(x.max(), 2)
def __init__(self, execution_times: Dict[Tuple[str, str],
Tuple[float, float, PDist]]):
self.execution_times = execution_times
self.execution_time_samplers = {
k: BoundRejectionSampler(BufferedSampler(dist), xmin, xmax)
for k, (xmin, xmax, dist) in execution_times.items()
}
def __init__(self) -> None:
super().__init__()
self.execution_time_samplers = {
k: BoundRejectionSampler(BufferedSampler(dist), xmin, xmax)
for k, (xmin, xmax, dist) in execution_time_distributions.items()
}