def test_lrem_po_computation(self):
hazard_curve = shapes.Curve([
(0.01, 0.99), (0.08, 0.96),
(0.17, 0.89), (0.26, 0.82),
(0.36, 0.70), (0.55, 0.40),
(0.70, 0.01)])
# pre computed values just use one intermediate
# values between the imls
psha.STEPS_PER_INTERVAL = 2
imls = [0.1, 0.2, 0.4, 0.6]
loss_ratios = [0.05, 0.08, 0.2, 0.4]
covs = [0.5, 0.3, 0.2, 0.1]
vuln_function = shapes.VulnerabilityFunction(imls, loss_ratios, covs)
lrem = psha._compute_lrem(vuln_function)
lrem_po = psha._compute_lrem_po(vuln_function,
lrem, hazard_curve)
self.assertTrue(numpy.allclose(0.07, lrem_po[0][0], atol=0.005))
self.assertTrue(numpy.allclose(0.06, lrem_po[1][0], atol=0.005))
self.assertTrue(numpy.allclose(0.13, lrem_po[0][1], atol=0.005))
self.assertTrue(numpy.allclose(0.47, lrem_po[5][3], atol=0.005))
self.assertTrue(numpy.allclose(0.23, lrem_po[8][3], atol=0.005))
self.assertTrue(numpy.allclose(0.00, lrem_po[10][0], atol=0.005))
def test_lrem_po_computation(self):
hazard_curve = shapes.Curve([
(0.01, 0.99), (0.08, 0.96),
(0.17, 0.89), (0.26, 0.82),
(0.36, 0.70), (0.55, 0.40),
(0.70, 0.01)])
# pre computed values just use one intermediate
# values between the imls
psha.STEPS_PER_INTERVAL = 2
vuln_function = shapes.VulnerabilityFunction([(0.1, (0.05, 0.5)),
(0.2, (0.08, 0.3)), (0.4, (0.2, 0.2)), (0.6, (0.4, 0.1))])
lrem = psha._compute_lrem(vuln_function)
lrem_po = psha._compute_lrem_po(vuln_function,
lrem, hazard_curve)
self.assertTrue(numpy.allclose(0.07, lrem_po[0][0], atol=0.005))
self.assertTrue(numpy.allclose(0.06, lrem_po[1][0], atol=0.005))
self.assertTrue(numpy.allclose(0.13, lrem_po[0][1], atol=0.005))
self.assertTrue(numpy.allclose(0.47, lrem_po[5][3], atol=0.005))
self.assertTrue(numpy.allclose(0.23, lrem_po[8][3], atol=0.005))
self.assertTrue(numpy.allclose(0.00, lrem_po[10][0], atol=0.005))
def test_lrem_po_computation(self):
lrem_po = psha._compute_lrem_po(shapes.Curve.from_json(
self.vulnerability_curves[self.vuln_curve_code_test]),
LOSS_RATIO_EXCEEDANCE_MATRIX, HAZARD_CURVE)
self.assertAlmostEquals(0.0959, lrem_po[0][0], 4)
self.assertAlmostEquals(0.0367, lrem_po[1][0], 4)
self.assertAlmostEquals(0.0849, lrem_po[0][1], 4)
self.assertAlmostEquals(0.05049, lrem_po[1][1], 4)
self.assertAlmostEquals(0.0673, lrem_po[0][2], 4)
self.assertAlmostEquals(0.05718, lrem_po[1][2], 4)
def test_empty_lrem_po(self):
self.assertEqual([], psha._compute_lrem_po(
shapes.EMPTY_CURVE, [], None))