raqms: Add surf_only option

monetio/models/raqms.py

@@ -8,7 +8,7 @@
 import xarray as xr
 
 
-def open_dataset(fname):
+def open_dataset(fname, *, surf_only=False):
     """Open a single dataset from RAQMS output. Currently expects netCDF file format.
 
     Parameters
@@ -27,14 +27,12 @@ def open_dataset(fname):
         )
 
     ds = xr.open_dataset(names[0], drop_variables=["theta"])
-    ds = _fix_grid(ds)
-    ds = _fix_time(ds)
-    ds = _fix_pres(ds)
+    ds = _fix(ds, surf_only=surf_only)
 
     return ds
 
 
-def open_mfdataset(fname):
+def open_mfdataset(fname, *, surf_only=False):
     """Open a multiple file dataset from RAQMS output.
 
     Parameters
@@ -55,10 +53,21 @@ def open_mfdataset(fname):
         )
 
     ds = xr.open_mfdataset(names, concat_dim="time", drop_variables=["theta"], combine="nested")
+    ds = _fix(ds, surf_only=surf_only)
+
+    return ds
+
+
+def _fix(ds, *, surf_only):
     ds = _fix_grid(ds)
     ds = _fix_time(ds)
     ds = _fix_pres(ds)
 
+    if surf_only:
+        ds = ds.isel(z=0).expand_dims("z")
+
+    ds = ds.transpose("time", "z", "y", "x")
+
     return ds
 
 

tests/test_raqms.py

@@ -36,6 +36,8 @@ def _test_ds(ds):
     assert (ds["dp_pa"].mean(dim=("time", "y", "x")) > 1000).all()
     assert 100000 > ds["surfpres_pa"].mean() > 95000
 
+    assert tuple(ds.o3vmr.dims) == ("time", "z", "y", "x")
+
 
 def test_open_dataset():
     ds = raqms.open_dataset(TEST_FP)
@@ -55,3 +57,14 @@ def test_open_dataset_bad():
 def test_open_mfdataset_bad():
     with pytest.raises(ValueError, match="^File format "):
         raqms.open_mfdataset("asdf")
+
+
+@pytest.mark.parametrize(
+    "fn",
+    ["open_dataset", "open_mfdataset"],
+)
+def test_surf_only(fn):
+    ds = getattr(raqms, fn)(TEST_FP, surf_only=True)
+    assert set(ds.dims) == {"time", "z", "y", "x"}
+    assert tuple(ds.o3vmr.dims) == ("time", "z", "y", "x")
+    assert ds.sizes["z"] == 1