update to latest evalhyd version

version which adds "sites" axis to dimensions of thresholds and masks

evalhyd @ 0cb58bb5

-Subproject commit 90924065cc6365f65e3b33214884eb352a01e913
+Subproject commit 0cb58bb553733c00eed1930b62b7636899819b54

src/evalhyd-python.cpp

@@ -158,10 +158,6 @@ PYBIND11_MODULE(evalhyd, m)
     );
 
     // probabilistic evaluation
-    py::list empty_1d;
-    py::list empty_2d;
-    empty_2d.append(py::list());
-
     m.def(
         "evalp", evalhyd::evalp,
         R"pbdoc(
@@ -204,7 +200,8 @@ PYBIND11_MODULE(evalhyd, m)
                     shape: [(sites, lead times, subsets, {quantiles,} {thresholds,} {components}), ...]
         )pbdoc",
         py::arg("q_obs"), py::arg("q_prd"), py::arg("metrics"),
-        py::arg("q_thr") = empty_1d, py::arg("t_msk") = empty_2d
+        py::arg("q_thr") = xt::pytensor<double, 2>({0}),
+        py::arg("t_msk") = xt::pytensor<bool, 3>({0})
     );
 
 #ifdef VERSION_INFO

tests/test_probabilist.py

@@ -38,7 +38,7 @@ class TestMetrics(unittest.TestCase):
     }
 
     def test_threshold_metrics(self):
-        thr = [690, 534, 445]
+        thr = numpy.array([[690, 534, 445]])
         for metric in self.expected_thr.keys():
             with self.subTest(metric=metric):
                 numpy.testing.assert_almost_equal(
@@ -58,7 +58,7 @@ class TestMetrics(unittest.TestCase):
 class TestDecomposition(unittest.TestCase):
 
     def test_brier_calibration_refinement(self):
-        thr = [690, 534, 445]
+        thr = numpy.array([[690, 534, 445]])
         bs, = evalhyd.evalp(_obs, _prd, ["BS"], thr)
         bs_crd, = evalhyd.evalp(_obs, _prd, ["BS_CRD"], thr)
         numpy.testing.assert_almost_equal(
@@ -66,7 +66,7 @@ class TestDecomposition(unittest.TestCase):
         )
 
     def test_brier_likelihood_base_rate(self):
-        thr = [690, 534, 445]
+        thr = numpy.array([[690, 534, 445]])
         bs, = evalhyd.evalp(_obs, _prd, ["BS"], thr)
         bs_lbd, = evalhyd.evalp(_obs, _prd, ["BS_LBD"], thr)
         numpy.testing.assert_almost_equal(
@@ -77,8 +77,8 @@ class TestDecomposition(unittest.TestCase):
 class TestMasking(unittest.TestCase):
 
     def test_masks(self):
-        msk = numpy.ones(_obs.shape, dtype=bool)
-        msk[:, :99] = False
+        msk = numpy.ones((1, *_obs.shape), dtype=bool)
+        msk[..., :99] = False
         numpy.testing.assert_almost_equal(
             evalhyd.evalp(_obs, _prd, ["QS"], t_msk=msk)[0],
             evalhyd.evalp(_obs[..., 99:], _prd[..., 99:], ["QS"])[0]