Fixed another bug with conditioned GMFs

debian/changelog

@@ -1,3 +1,8 @@
+  [Michele Simionato]
+  * Fixed another bug with conditioned GMFs appearing as the error
+    `array[m, n, bad] = exp(mean_covs[0, g, m, n], im)
+     TypeError: list indices must be integers or slices, not tuple`
+
   [Claudio Schill]
   * Fixed sorting bug in the sigma_mu adjustment factor in
     the Kuehn et al. (2020) GMM

openquake/calculators/tests/scenario_test.py

@@ -21,7 +21,8 @@
 from openquake.qa_tests_data.scenario import (
     case_1, case_2, case_3, case_4, case_5, case_6, case_7, case_8,
     case_9, case_10, case_11, case_12, case_13, case_14, case_15, case_16,
-    case_17, case_18, case_19, case_20, case_21, case_22, case_23, case_24)
+    case_17, case_18, case_19, case_20, case_21, case_22, case_23, case_24,
+    case_26)
 from openquake.baselib.general import gettemp
 from openquake.hazardlib import InvalidFile, nrml
 from openquake.calculators.export import export
@@ -265,3 +266,9 @@ def test_case_24(self):
         self.run_calc(case_24.__file__, 'job.ini')
         [f] = export(('avg_gmf', 'csv'), self.calc.datastore)
         self.assertEqualFiles('expected/avg_gmf.csv', f)
+
+    def test_case_26(self):
+        # conditioned GMFs with extreme_gmv
+        self.run_calc(case_26.__file__, 'job.ini')
+        [f] = export(('avg_gmf', 'csv'), self.calc.datastore)
+        self.assertEqualFiles('expected/avg_gmf.csv', f)

openquake/hazardlib/calc/conditioned_gmfs.py

@@ -245,7 +245,8 @@ def compute_all(self, scenario, sig_eps=None, max_iml=None):
                     if (array[m] > max_iml[m]).any():
                         for n in range(N):
                             bad = array[m, n] > max_iml[m]  # shape E
-                            array[m, n, bad] = exp(mean_covs[0, g, m, n], im)
+                            mean = mean_covs[0][im]  # shape (N, 1)
+                            array[m, n, bad] = exp(mean[n, 0], im)
 
             # manage min_iml
             for n in range(N):

openquake/qa_tests_data/scenario/case_26/earthquake_rupture_model_GCMT.xml

@@ -0,0 +1,14 @@
+<?xml version="1.0" encoding="utf-8"?>
+<nrml xmlns:gml="http://www.opengis.net/gml" xmlns="http://openquake.org/xmlns/nrml/0.4">
+    <singlePlaneRupture>
+        <magnitude>5.7</magnitude>
+        <rake>-156</rake>
+        <hypocenter lat="41.8" lon="14.88" depth="15"/>
+        <planarSurface strike="263" dip="86">
+            <topLeft lon="14.93542" lat="41.80316" depth="12.00145"/>
+            <topRight lon="14.82521" lat="41.79307" depth="12.00145"/>
+            <bottomLeft lon="14.93480" lat="41.80690" depth="17.99855"/>
+            <bottomRight lon="14.82459" lat="41.79681" depth="17.99855"/>
+        </planarSurface>
+    </singlePlaneRupture>
+</nrml>

openquake/qa_tests_data/scenario/case_26/job.ini

@@ -0,0 +1,22 @@
+[general]
+description = 20021101_M5.72_Molise gmfs - GEMbest + GCMT, stations: seismic
+calculation_mode = scenario
+
+[site_params]
+site_model_file = site_model_europe.csv site_model_stations_europe.csv
+
+[station_data]
+station_data_file = stationlist_seismic.csv
+
+[rupture]
+rupture_model_file = earthquake_rupture_model_GCMT.xml
+rupture_mesh_spacing = 2.0
+
+[calculation]
+intensity_measure_types = PGA, SA(0.3), SA(0.6), SA(1.0)
+random_seed = 42
+truncation_level = 3.0
+maximum_distance = 300
+gsim = AkkarEtAlRjb2014
+number_of_ground_motion_fields = 1000
+extreme_gmv = {"PGA": 2.5, "SA(0.3)": 3.5, "SA(0.6)": 3.0, "SA(1.0)": 1.5}

openquake/qa_tests_data/scenario/case_26/site_model_stations_europe.csv

@@ -0,0 +1,12 @@
+lon,lat,slope,vs30,geology,xvf,region,vs30measured,custom_site_id
+13.42593,42.02746,0.018701343,348.21295,HOLOCENE,-129.50730850744876,3,0,s_0
+14.14781,42.36983,0.029801892,419.65768,PLEISTOCENE,-61.95392025911484,2,0,s_1
+14.44984,41.86832,0.11060915,617.0962,CENOZOIC,-52.71360413236034,2,0,s_2
+14.75668,41.50907,0.078881994,623.4191,CRETACEOUS,-38.56973806294744,3,0,s_3
+13.51936,42.42069,0.085941836,725.9243,CRETACEOUS,-110.11034098686378,3,0,s_4
+13.55,42.46,0.21504244,898.5033,JURASSIC-TRIASSIC,-106.49528965425012,3,0,s_5
+13.09242,42.79244,0.077045344,611.5537,PLEISTOCENE,-132.2632142788214,3,0,s_6
+13.64235,41.95361,0.007360887,350.6723,HOLOCENE,-114.5507794138697,3,0,s_7
+14.88045,41.30636,0.09018347,612.67035,CENOZOIC,-34.44019047004751,3,0,s_8
+15.38574,41.68116,0.014401777,316.48657,PLEISTOCENE,16.89847743670429,2,0,s_9
+14.70719,42.12218,0.021811597,460.58032,PLEISTOCENE,-24.796579357148754,2,0,s_10

openquake/qa_tests_data/scenario/case_26/stationlist_seismic.csv

@@ -0,0 +1,12 @@
+STATION_ID,STATION_NAME,LONGITUDE,LATITUDE,STATION_TYPE,PGA_VALUE,PGA_LN_SIGMA,SOIL_TYPE,VS30,VS30_TYPE,VS30_USGS
+AVZ,AVEZZANO,13.425929,42.027458,seismic,0.003669,0,C,199.0,C,230.0
+CHT,CHIETI,14.147809,42.369827,seismic,0.007813,0,B (inferred from geology),596.0,inferred_USGS,596.0
+CMM,CASTIGLIONE MESSER MARINO,14.44984,41.86832,seismic,0.006892,0,B (inferred from geology),996.0,inferred_USGS,996.0
+GLD,GILDONE,14.756682,41.509072,seismic,0.018126,0,B,472.0,B,985.0
+GSA,GRAN SASSO  LAB. INFN ASSERGI,13.519362,42.420689,seismic,0.001169,0,B,492.0,B,239.0
+GSG,GRAN SASSO (LAB. INFN GALLERIA),13.55,42.46,seismic,0.000298,0,B (inferred from geology),1000.0,inferred_USGS,1000.0
+NOR,NORCIA LA CASTELLINA,13.092422,42.792442,seismic,0.001594,0,B,423.0,B,788.0
+ORC,ORTUCCHIO  NUOVA,13.642346,41.953606,seismic,0.003103,0,B,767.0,B,231.0
+SCV,S. MARCO DEI CAVOTI,14.880446,41.306362,seismic,0.004566,0,B (inferred from geology),1000.0,inferred_USGS,1000.0
+SSV,S. SEVERO,15.385745,41.68116,seismic,0.024585,0,B,386.0,B,595.0
+VSE,VASTO (EUROPA),14.707188,42.12218,seismic,0.032413,0,B (inferred from geology),598.0,inferred_USGS,598.0