def test_compute_hazard_map(self):
curves = [
[0.8, 0.5, 0.1],
[0.98, 0.15, 0.05],
[0.6, 0.5, 0.4],
[0.1, 0.01, 0.001],
[0.8, 0.2, 0.1],
]
imls = [0.005, 0.007, 0.0098]
poe = 0.2
expected = [[0.00847798, 0.00664814, 0.0098, 0, 0.007]]
actual = post_proc.compute_hazard_maps(curves, imls, poe)
aaae(expected, actual)
def test_compute_hazard_map_multi_poe(self):
curves = [
[0.8, 0.5, 0.1],
[0.98, 0.15, 0.05],
[0.6, 0.5, 0.4],
[0.1, 0.01, 0.001],
[0.8, 0.2, 0.1],
]
imls = [0.005, 0.007, 0.0098]
poes = [0.1, 0.2]
expected = [
[0.0098, 0.0084, 0.0098, 0.005, 0.0098],
[0.0091, 0.00687952, 0.0098, 0.005, 0.007],
]
actual = post_proc.compute_hazard_maps(curves, imls, poes)
aaae(expected, actual)
def test_compute_hazard_map_poes_list_of_one(self):
curves = [
[0.8, 0.5, 0.1],
[0.98, 0.15, 0.05],
[0.6, 0.5, 0.4],
[0.1, 0.01, 0.001],
[0.8, 0.2, 0.1],
]
# NOTE(LB): Curves may be passed as a generator or iterator;
# let's make sure that works, too.
curves = iter(curves)
imls = [0.005, 0.007, 0.0098]
poe = [0.2]
expected = [[0.00847798, 0.00664814, 0.0098, 0, 0.007]]
actual = post_proc.compute_hazard_maps(curves, imls, poe)
aaae(expected, actual)
