Test with dask

fastjmd95/test/test_jmd95.py

@@ -5,6 +5,8 @@
 from fastjmd95 import rho, drhodt, drhods
 from .reference_values import rho_expected, drhodt_expected, drhods_expected
 
+import dask
+import dask.array
 
 @pytest.fixture
 def s_t_p():
@@ -14,20 +16,52 @@ def s_t_p():
     p, t, s = np.array(list(product(p0, t0, s0))).transpose()
     return s, t, p
 
+def _chunk(*args):
+    return [dask.array.from_array(a, chunks=(100,)) for a in args]
 
-def test_rho(s_t_p):
-    s, t, p = s_t_p
-    rho_actual = rho(s, t, p)
-    np.testing.assert_allclose(rho_actual, rho_expected)
 
+@pytest.fixture
+def no_client():
+    return None
 
-def test_drhot(s_t_p):
-    s, t, p = s_t_p
-    drhodt_actual = drhodt(s, t, p)
-    np.testing.assert_allclose(drhodt_actual, drhodt_expected, rtol=1e-2)
+
+@pytest.fixture
+def threaded_client():
+    with dask.config.set(scheduler='threads'):
+        yield
+
+
+@pytest.fixture
+def processes_client():
+    with dask.config.set(scheduler='processes'):
+        yield
+
+
+@pytest.fixture(scope='module')
+def distributed_client():
+    from dask.distributed import Client, LocalCluster
+    cluster = LocalCluster(threads_per_worker=1,
+                           n_workers=2,
+                           processes=True)
+    client = Client(cluster)
+    yield
+    client.close()
+    del client
+    cluster.close()
+    del cluster
 
 
-def test_drhos(s_t_p):
+all_clients = ['no_client', 'threaded_client', 'processes_client', 'distributed_client']
+# https://stackoverflow.com/questions/45225950/passing-yield-fixtures-as-test-parameters-with-a-temp-directory
+@pytest.mark.parametrize('client', all_clients)
+@pytest.mark.parametrize('function,expected',
+                         [(rho, rho_expected),
+                         (drhodt, drhodt_expected),
+                         (drhods, drhods_expected)])
+def test_functions(request, client, s_t_p, function, expected):
     s, t, p = s_t_p
-    drhods_actual = drhods(s, t, p)
-    np.testing.assert_allclose(drhods_actual, drhods_expected, rtol=1e-2)
+    if client != 'no_client':
+        s, t, p = _chunk(s, t, p)
+    client = request.getfixturevalue(client)
+    actual = function(s, t, p)
+    np.testing.assert_allclose(actual, expected, rtol=1e-2)