def test_gm_calculation_hard_rock(self):
""" Test mean and std calculation - on hard rock using AB06"""
# Modified gmpe
mgmpe = NRCan15SiteTermLinear(gmpe_name='AtkinsonBoore2006')
# Set parameters
sites = Dummy.get_site_collection(2, vs30=[760, 2010])
rup = Dummy.get_rupture(mag=7.0)
dists = DistancesContext()
dists.rrup = np.array([15., 15.])
stdt = [const.StdDev.TOTAL]
gmpe = AtkinsonBoore2006()
for imt in [PGA(), SA(1.0), SA(5.0)]:
#
# Computes results
mean, stds = mgmpe.get_mean_and_stddevs(sites, rup, dists, imt,
stdt)
# Compute the expected results
mean_expected, stds_expected = gmpe.get_mean_and_stddevs(
sites, rup, dists, imt, stdt)
# Test that for reference soil conditions the modified GMPE gives
# the same results of the original gmpe
np.testing.assert_allclose(np.exp(mean),
np.exp(mean_expected),
rtol=1.0e-1)
np.testing.assert_allclose(stds, stds_expected)
def test_gm_calculation_soilBC(self):
""" Test mean and std calculation - AB06 on BC soil"""
# Modified gmpe
mgmpe = NRCan15SiteTermLinear(gmpe_name='AtkinsonBoore2006')
# Set parameters
sites = Dummy.get_site_collection(4, vs30=760.)
rup = Dummy.get_rupture(mag=6.0)
dists = DistancesContext()
dists.rrup = np.array([1., 10., 30., 70.])
imt = PGA()
stdt = [const.StdDev.TOTAL]
# Computes results
mean, stds = mgmpe.get_mean_and_stddevs(sites, rup, dists, imt, stdt)
# Compute the expected results
gmpe = AtkinsonBoore2006()
mean_expected, stds_expected = gmpe.get_mean_and_stddevs(
sites, rup, dists, imt, stdt)
# Test that for reference soil conditions the modified GMPE gives the
# same results of the original gmpe
np.testing.assert_almost_equal(mean, mean_expected)
np.testing.assert_almost_equal(stds, stds_expected)
def test_gm_calculationBA08_vs30variable(self):
""" Test mean and std calculation - BA08 - Vs30 variable"""
# Modified gmpe
mgmpe = NRCan15SiteTermLinear(gmpe_name='BooreAtkinson2008')
# Set parameters
sites = Dummy.get_site_collection(3, vs30=[400., 600, 1000])
rup = Dummy.get_rupture(mag=6.0)
dists = DistancesContext()
dists.rjb = np.array([10., 10., 10.])
imt = PGA()
stdt = [const.StdDev.TOTAL]
# Computes results
mean, stds = mgmpe.get_mean_and_stddevs(sites, rup, dists, imt, stdt)
# Compute the expected results
gmpe = BooreAtkinson2008()
mean_expected, stds_expected = gmpe.get_mean_and_stddevs(
sites, rup, dists, imt, stdt)
# Test that for reference soil conditions the modified GMPE gives the
# same results of the original gmpe
np.testing.assert_almost_equal(mean[:-1], mean_expected[:-1])
np.testing.assert_almost_equal(stds[:-1], stds_expected[:-1])
def test_instantiation(self):
""" Tests the instantiation """
mgmpe = NRCan15SiteTermLinear(gmpe_name='BooreEtAl2014')
#
# Check the assigned IMTs
expected = set([PGA, SA, PGV])
self.assertEqual(mgmpe.DEFINED_FOR_INTENSITY_MEASURE_TYPES, expected)
# Check the TR
expected = TRT.ACTIVE_SHALLOW_CRUST
self.assertEqual(mgmpe.DEFINED_FOR_TECTONIC_REGION_TYPE, expected)
# Check the IM component
expected = IMC.RotD50
self.assertEqual(mgmpe.DEFINED_FOR_INTENSITY_MEASURE_COMPONENT,
expected)
# Check the standard deviations
expected = set(['Intra event', 'Total', 'Inter event'])
self.assertEqual(mgmpe.DEFINED_FOR_STANDARD_DEVIATION_TYPES, expected)
# Check the required distances
expected = set(['rjb'])
self.assertEqual(mgmpe.REQUIRES_DISTANCES, expected)
def test_set_vs30_attribute(self):
mgmpe = NRCan15SiteTermLinear(gmpe_name='Campbell2003SHARE')
msg = '{:s} does not have vs30 in the required site parameters'
self.assertTrue('vs30' in mgmpe.REQUIRES_SITES_PARAMETERS, msg=msg)
def test_raise_error(self):
""" Tests that exception is raised """
with self.assertRaises(AttributeError):
NRCan15SiteTermLinear(gmpe_name='FukushimaTanaka1990')