def test_calc_cb_no_change_pass(self): """Test _calc_cost_benefit without present value against reference value""" hazard = Hazard('TC') hazard.read_mat(HAZ_TEST_MAT) entity = Entity() entity.read_mat(ENT_TEST_MAT) entity.measures._data['TC'] = entity.measures._data.pop('XX') for meas in entity.measures.get_measure('TC'): meas.haz_type = 'TC' entity.check() cost_ben = CostBenefit() cost_ben._calc_impact_measures(hazard, entity.exposures, entity.measures, entity.impact_funcs, when='future', risk_func=risk_aai_agg, save_imp=True) cost_ben.present_year = 2018 cost_ben.future_year = 2040 cost_ben._calc_cost_benefit(entity.disc_rates) self.assertEqual(cost_ben.imp_meas_present, dict()) self.assertEqual(len(cost_ben.imp_meas_future), 5) self.assertEqual(cost_ben.present_year, 2018) self.assertEqual(cost_ben.future_year, 2040) self.assertEqual(cost_ben.cost_ben_ratio['Mangroves'], 0.04230714690616641) self.assertEqual(cost_ben.cost_ben_ratio['Beach nourishment'], 0.06998836431681373) self.assertEqual(cost_ben.cost_ben_ratio['Seawall'], 0.2679741183248266) self.assertEqual(cost_ben.cost_ben_ratio['Building code'], 0.30286828677985717) self.assertEqual(cost_ben.benefit['Mangroves'], 3.100583368954022e+10) self.assertEqual(cost_ben.benefit['Beach nourishment'], 2.468981832719974e+10) self.assertEqual(cost_ben.benefit['Seawall'], 3.3132973770502796e+10) self.assertEqual(cost_ben.benefit['Building code'], 3.0376240767284798e+10) self.assertEqual(cost_ben.tot_climate_risk, 1.2150496306913972e+11)
def test_calc_cb_change_pass(self): """Test _calc_cost_benefit with present value against reference value""" hazard = Hazard('TC') hazard.read_mat(HAZ_TEST_MAT) entity = Entity() entity.read_mat(ENT_TEST_MAT) entity.measures._data['TC'] = entity.measures._data.pop('XX') for meas in entity.measures.get_measure('TC'): meas.haz_type = 'TC' entity.check() cost_ben = CostBenefit() cost_ben._calc_impact_measures(hazard, entity.exposures, entity.measures, entity.impact_funcs, when='present', risk_func=risk_aai_agg, save_imp=False) ent_future = Entity() ent_future.read_excel(ENT_DEMO_FUTURE) ent_future.check() haz_future = copy.deepcopy(hazard) haz_future.intensity.data += 25 cost_ben._calc_impact_measures(haz_future, ent_future.exposures, ent_future.measures, ent_future.impact_funcs, when='future', risk_func=risk_aai_agg, save_imp=False) cost_ben.present_year = 2018 cost_ben.future_year = 2040 cost_ben._calc_cost_benefit(entity.disc_rates, imp_time_depen=1) self.assertEqual(cost_ben.present_year, 2018) self.assertEqual(cost_ben.future_year, 2040) self.assertEqual(cost_ben.tot_climate_risk, 5.768659152882021e+11) self.assertEqual(cost_ben.imp_meas_present['no measure']['risk'], 6.51220115756442e+09) self.assertEqual(cost_ben.imp_meas_present['Mangroves']['risk'], 4.850407096284983e+09) self.assertEqual(cost_ben.imp_meas_present['Beach nourishment']['risk'], 5.188921355413834e+09) self.assertEqual(cost_ben.imp_meas_present['Seawall']['risk'], 4.736400526119911e+09) self.assertEqual(cost_ben.imp_meas_present['Building code']['risk'], 4.884150868173321e+09) self.assertEqual(cost_ben.imp_meas_future['no measure']['risk'], 5.9506659786664024e+10) self.assertEqual(cost_ben.imp_meas_future['Mangroves']['risk'], 4.826231151473135e+10) self.assertEqual(cost_ben.imp_meas_future['Beach nourishment']['risk'], 5.0647250923231674e+10) self.assertEqual(cost_ben.imp_meas_future['Seawall']['risk'], 21089567135.7345) self.assertEqual(cost_ben.imp_meas_future['Building code']['risk'], 4.462999483999791e+10) self.assertAlmostEqual(cost_ben.benefit['Mangroves'], 113345027690.81276) self.assertAlmostEqual(cost_ben.benefit['Beach nourishment'], 89444869971.53653) self.assertAlmostEqual(cost_ben.benefit['Seawall'], 347977469896.1333) self.assertAlmostEqual(cost_ben.benefit['Building code'], 144216478822.05154) self.assertAlmostEqual(cost_ben.cost_ben_ratio['Mangroves'], 0.011573232523528404) self.assertAlmostEqual(cost_ben.cost_ben_ratio['Beach nourishment'], 0.01931916274851638) self.assertAlmostEqual(cost_ben.cost_ben_ratio['Seawall'], 0.025515385913577368) self.assertAlmostEqual(cost_ben.cost_ben_ratio['Building code'], 0.06379298728650741) self.assertEqual(cost_ben.tot_climate_risk, 576865915288.2021)
def test_calc_impact_measures_pass(self): """Test _calc_impact_measures against reference value""" self.assertTrue(HAZ_TEST_MAT.is_file(), "{} is not a file".format(HAZ_TEST_MAT)) hazard = Hazard('TC') hazard.read_mat(HAZ_TEST_MAT) self.assertTrue(ENT_TEST_MAT.is_file(), "{} is not a file".format(ENT_TEST_MAT)) entity = Entity() entity.read_mat(ENT_TEST_MAT) entity.check() entity.measures._data['TC'] = entity.measures._data.pop('XX') for meas in entity.measures.get_measure('TC'): meas.haz_type = 'TC' entity.check() cost_ben = CostBenefit() cost_ben._calc_impact_measures(hazard, entity.exposures, entity.measures, entity.impact_funcs, when='future', risk_func=risk_aai_agg, save_imp=True) self.assertEqual(cost_ben.imp_meas_present, dict()) self.assertEqual(cost_ben.cost_ben_ratio, dict()) self.assertEqual(cost_ben.benefit, dict()) self.assertEqual(cost_ben.tot_climate_risk, 0.0) self.assertEqual(cost_ben.present_year, 2016) self.assertEqual(cost_ben.future_year, 2030) self.assertEqual(cost_ben.imp_meas_future['no measure']['cost'], (0, 0)) self.assertAlmostEqual(cost_ben.imp_meas_future['no measure']['risk'], 6.51220115756442e+09, places=3) new_efc = cost_ben.imp_meas_future['no measure'][ 'impact'].calc_freq_curve() self.assertTrue( np.allclose( new_efc.return_per, cost_ben.imp_meas_future['no measure']['efc'].return_per)) self.assertTrue( np.allclose(new_efc.impact, cost_ben.imp_meas_future['no measure']['efc'].impact)) self.assertEqual( cost_ben.imp_meas_future['no measure'] ['impact'].at_event.nonzero()[0].size, 841) self.assertAlmostEqual( cost_ben.imp_meas_future['no measure']['impact'].at_event[14082], 8.801682862431524e+06, places=3) self.assertAlmostEqual( cost_ben.imp_meas_future['no measure']['impact'].tot_value, 6.570532945599105e+11, places=3) self.assertAlmostEqual( cost_ben.imp_meas_future['no measure']['impact'].aai_agg, 6.51220115756442e+09, places=3) self.assertAlmostEqual( cost_ben.imp_meas_future['Mangroves']['cost'][0], 1.3117683608515418e+09, places=3) self.assertEqual(cost_ben.imp_meas_future['Mangroves']['cost'][1], 1) self.assertAlmostEqual(cost_ben.imp_meas_future['Mangroves']['risk'], 4.850407096284983e+09, places=3) new_efc = cost_ben.imp_meas_future['Mangroves'][ 'impact'].calc_freq_curve() self.assertTrue( np.allclose( new_efc.return_per, cost_ben.imp_meas_future['Mangroves']['efc'].return_per)) self.assertTrue( np.allclose(new_efc.impact, cost_ben.imp_meas_future['Mangroves']['efc'].impact)) self.assertEqual( cost_ben.imp_meas_future['Mangroves']['impact'].at_event.nonzero() [0].size, 665) self.assertAlmostEqual( cost_ben.imp_meas_future['Mangroves']['impact'].at_event[13901], 1.29576562770977e+09, places=3) self.assertAlmostEqual( cost_ben.imp_meas_future['Mangroves']['impact'].tot_value, 6.570532945599105e+11, places=3) self.assertAlmostEqual( cost_ben.imp_meas_future['Mangroves']['impact'].aai_agg, 4.850407096284983e+09, places=3) self.assertAlmostEqual( cost_ben.imp_meas_future['Beach nourishment']['cost'][0], 1.728000000000000e+09, places=3) self.assertEqual( cost_ben.imp_meas_future['Beach nourishment']['cost'][1], 1) self.assertAlmostEqual( cost_ben.imp_meas_future['Beach nourishment']['risk'], 5.188921355413834e+09, places=3) new_efc = cost_ben.imp_meas_future['Beach nourishment'][ 'impact'].calc_freq_curve() self.assertTrue( np.allclose( new_efc.return_per, cost_ben.imp_meas_future['Beach nourishment'] ['efc'].return_per)) self.assertTrue( np.allclose( new_efc.impact, cost_ben.imp_meas_future['Beach nourishment']['efc'].impact)) self.assertEqual( cost_ben.imp_meas_future['Beach nourishment'] ['impact'].at_event.nonzero()[0].size, 702) self.assertEqual( cost_ben.imp_meas_future['Beach nourishment'] ['impact'].at_event[1110], 0.0) self.assertAlmostEqual( cost_ben.imp_meas_future['Beach nourishment']['impact'].eai_exp[5], 1.1133679079730146e+08, places=3) self.assertAlmostEqual( cost_ben.imp_meas_future['Beach nourishment']['impact'].tot_value, 6.570532945599105e+11, places=3) self.assertAlmostEqual( cost_ben.imp_meas_future['Beach nourishment']['impact'].aai_agg, 5.188921355413834e+09, places=3) self.assertAlmostEqual(cost_ben.imp_meas_future['Seawall']['cost'][0], 8.878779433630093e+09, places=3) self.assertEqual(cost_ben.imp_meas_future['Seawall']['cost'][1], 1) self.assertAlmostEqual(cost_ben.imp_meas_future['Seawall']['risk'], 4.736400526119911e+09, places=3) new_efc = cost_ben.imp_meas_future['Seawall'][ 'impact'].calc_freq_curve() self.assertTrue( np.allclose(new_efc.return_per, cost_ben.imp_meas_future['Seawall']['efc'].return_per)) self.assertTrue( np.allclose(new_efc.impact, cost_ben.imp_meas_future['Seawall']['efc'].impact)) self.assertEqual( cost_ben.imp_meas_future['Seawall']['impact'].at_event.nonzero() [0].size, 73) self.assertEqual( cost_ben.imp_meas_future['Seawall']['impact'].at_event[1229], 0.0) self.assertAlmostEqual( cost_ben.imp_meas_future['Seawall']['impact'].tot_value, 6.570532945599105e+11, places=3) self.assertAlmostEqual( cost_ben.imp_meas_future['Seawall']['impact'].aai_agg, 4.736400526119911e+09, places=3) self.assertAlmostEqual( cost_ben.imp_meas_future['Building code']['cost'][0], 9.200000000000000e+09, places=3) self.assertEqual(cost_ben.imp_meas_future['Building code']['cost'][1], 1) self.assertAlmostEqual( cost_ben.imp_meas_future['Building code']['risk'], 4.884150868173321e+09, places=3) new_efc = cost_ben.imp_meas_future['Building code'][ 'impact'].calc_freq_curve() self.assertTrue( np.allclose( new_efc.return_per, cost_ben.imp_meas_future['Building code']['efc'].return_per)) self.assertTrue( np.allclose( new_efc.impact, cost_ben.imp_meas_future['Building code']['efc'].impact)) self.assertEqual( cost_ben.imp_meas_future['Building code'] ['impact'].at_event.nonzero()[0].size, 841) self.assertEqual( cost_ben.imp_meas_future['Building code']['impact'].at_event[122], 0.0) self.assertAlmostEqual( cost_ben.imp_meas_future['Building code']['impact'].eai_exp[11], 7.757060129393841e+07, places=3) self.assertAlmostEqual( cost_ben.imp_meas_future['Building code']['impact'].tot_value, 6.570532945599105e+11, places=3) self.assertAlmostEqual( cost_ben.imp_meas_future['Building code']['impact'].aai_agg, 4.884150868173321e+09, places=3)