Extend regridder saving/loading to all regridders

CHANGELOG.md

@@ -7,6 +7,13 @@ and this project adheres to [Semantic Versioning](http://semver.org/).
 
 ## [Unreleased]
 
+### Added
+
+- [PR#357](https://github.com/SciTools-incubator/iris-esmf-regrid/pull/357)
+  Added support for saving and loading of `ESMFAreaWeighted`, `ESMFBilinear`
+  and `ESMFNearest` regridders.
+  [@stephenworsley](https://github.com/stephenworsley)
+
 ### Changed
 
 - [PR#361](https://github.com/SciTools-incubator/iris-esmf-regrid/pull/361)

docs/src/userguide/examples.rst

@@ -31,10 +31,10 @@ Saving and Loading a Regridder
 A regridder can be set up for reuse, this saves time performing the
 computationally expensive initialisation process::
 
-    from esmf_regrid.experimental.unstructured_scheme import MeshToGridESMFRegridder
+    from esmf_regrid.experimental.unstructured_scheme import ESMFAreaWeighted
 
     # Initialise the regridder with a source mesh and target grid.
-    regridder = MeshToGridESMFRegridder(source_mesh_cube, target_grid_cube)
+    regridder = ESMFAreaWeighted().regridder(source_mesh_cube, target_grid_cube)
 
     # use the initialised regridder to regrid the data from the source cube
     # onto a cube with the same grid as `target_grid_cube`.

docs/src/userguide/scheme_comparison.rst

@@ -61,10 +61,12 @@ These were formerly the only way to do regridding with a source or
 target cube defined on an unstructured mesh. These are less flexible and
 require that the source/target be defined on a grid/mesh. Unlike the above
 regridders whose method is fixed, these regridders take a ``method`` keyword
-of ``conservative``, ``bilinear`` or ``nearest``. While most of the
-functionality in these regridders have been ported into the above schemes and
-regridders, these remain the only regridders capable of being saved and loaded by
-:mod:`esmf_regrid.experimental.io`.
+of ``conservative``, ``bilinear`` or ``nearest``. All the
+functionality in these regridders has now been ported into the above schemes and
+regridders. Before version 0.10, these were the only regridders capable of being
+saved and loaded by :mod:`esmf_regrid.experimental.io`, so while the above generic
+regridders are recomended, these regridders are still available for the sake of
+consistency with regridders saved from older versions.
 
 
 Overview: Miscellaneous Functions

esmf_regrid/experimental/io.py

@@ -1,5 +1,7 @@
 """Provides load/save functions for regridders."""
 
+from contextlib import contextmanager
+
 import iris
 from iris.coords import AuxCoord
 from iris.cube import Cube, CubeList
@@ -13,9 +15,19 @@
     GridToMeshESMFRegridder,
     MeshToGridESMFRegridder,
 )
+from esmf_regrid.schemes import (
+    ESMFAreaWeightedRegridder,
+    ESMFBilinearRegridder,
+    ESMFNearestRegridder,
+    GridRecord,
+    MeshRecord,
+)
 
 
 SUPPORTED_REGRIDDERS = [
+    ESMFAreaWeightedRegridder,
+    ESMFBilinearRegridder,
+    ESMFNearestRegridder,
     GridToMeshESMFRegridder,
     MeshToGridESMFRegridder,
 ]
@@ -34,6 +46,8 @@
 MDTOL = "mdtol"
 METHOD = "method"
 RESOLUTION = "resolution"
+SOURCE_RESOLUTION = "src_resolution"
+TARGET_RESOLUTION = "tgt_resolution"
 
 
 def _add_mask_to_cube(mask, cube, name):
@@ -43,18 +57,63 @@ def _add_mask_to_cube(mask, cube, name):
         cube.add_aux_coord(mask_coord, list(range(cube.ndim)))
 
 
+@contextmanager
+def _managed_var_name(src_cube, tgt_cube):
+    src_coord_names = []
+    src_mesh_coords = []
+    if src_cube.mesh is not None:
+        src_mesh = src_cube.mesh
+        src_mesh_coords = src_mesh.coords()
+        for coord in src_mesh_coords:
+            src_coord_names.append(coord.var_name)
+    tgt_coord_names = []
+    tgt_mesh_coords = []
+    if tgt_cube.mesh is not None:
+        tgt_mesh = tgt_cube.mesh
+        tgt_mesh_coords = tgt_mesh.coords()
+        for coord in tgt_mesh_coords:
+            tgt_coord_names.append(coord.var_name)
+
+    try:
+        for coord in src_mesh_coords:
+            coord.var_name = "_".join([SOURCE_NAME, "mesh", coord.name()])
+        for coord in tgt_mesh_coords:
+            coord.var_name = "_".join([TARGET_NAME, "mesh", coord.name()])
+        yield None
+    finally:
+        for coord, var_name in zip(src_mesh_coords, src_coord_names):
+            coord.var_name = var_name
+        for coord, var_name in zip(tgt_mesh_coords, tgt_coord_names):
+            coord.var_name = var_name
+
+
+def _clean_var_names(cube):
+    cube.var_name = None
+    for coord in cube.coords():
+        coord.var_name = None
+    if cube.mesh is not None:
+        cube.mesh.var_name = None
+        for coord in cube.mesh.coords():
+            coord.var_name = None
+        for con in cube.mesh.connectivities():
+            con.var_name = None
+
+
 def save_regridder(rg, filename):
     """
     Save a regridder scheme instance.
 
-    Saves either a
-    :class:`~esmf_regrid.experimental.unstructured_scheme.GridToMeshESMFRegridder`
-    or a
-    :class:`~esmf_regrid.experimental.unstructured_scheme.MeshToGridESMFRegridder`.
+    Saves any of the regridder classes, i.e.
+    :class:`~esmf_regrid.experimental.unstructured_scheme.GridToMeshESMFRegridder`,
+    :class:`~esmf_regrid.experimental.unstructured_scheme.MeshToGridESMFRegridder`,
+    :class:`~esmf_regrid.schemes.ESMFAreaWeightedRegridder`,
+    :class:`~esmf_regrid.schemes.ESMFBilinearRegridder` or
+    :class:`~esmf_regrid.schemes.ESMFNearestRegridder`.
+    .
 
     Parameters
     ----------
-    rg : :class:`~esmf_regrid.experimental.unstructured_scheme.GridToMeshESMFRegridder` or :class:`~esmf_regrid.experimental.unstructured_scheme.MeshToGridESMFRegridder`
+    rg : :class:`~esmf_regrid.schemes._ESMFRegridder`
         The regridder instance to save.
     filename : str
         The file name to save to.
@@ -76,28 +135,56 @@ def _standard_grid_cube(grid, name):
             cube.add_aux_coord(grid[1], [0, 1])
         return cube
 
-    if regridder_type == "GridToMeshESMFRegridder":
+    def _standard_mesh_cube(mesh, location, name):
+        mesh_coords = mesh.to_MeshCoords(location)
+        data = np.zeros(mesh_coords[0].points.shape[0])
+        cube = Cube(data, var_name=name, long_name=name)
+        for coord in mesh_coords:
+            cube.add_aux_coord(coord, 0)
+        return cube
+
+    if regridder_type in [
+        "ESMFAreaWeightedRegridder",
+        "ESMFBilinearRegridder",
+        "ESMFNearestRegridder",
+    ]:
+        src_grid = rg._src
+        if isinstance(src_grid, GridRecord):
+            src_cube = _standard_grid_cube(
+                (src_grid.grid_y, src_grid.grid_x), SOURCE_NAME
+            )
+        elif isinstance(src_grid, MeshRecord):
+            src_mesh, src_location = src_grid
+            src_cube = _standard_mesh_cube(src_mesh, src_location, SOURCE_NAME)
+        else:
+            raise ValueError("Improper type for `rg._src`.")
+        _add_mask_to_cube(rg.src_mask, src_cube, SOURCE_MASK_NAME)
+
+        tgt_grid = rg._tgt
+        if isinstance(tgt_grid, GridRecord):
+            tgt_cube = _standard_grid_cube(
+                (tgt_grid.grid_y, tgt_grid.grid_x), TARGET_NAME
+            )
+        elif isinstance(tgt_grid, MeshRecord):
+            tgt_mesh, tgt_location = tgt_grid
+            tgt_cube = _standard_mesh_cube(tgt_mesh, tgt_location, TARGET_NAME)
+        else:
+            raise ValueError("Improper type for `rg._tgt`.")
+        _add_mask_to_cube(rg.tgt_mask, tgt_cube, TARGET_MASK_NAME)
+    elif regridder_type == "GridToMeshESMFRegridder":
         src_grid = (rg.grid_y, rg.grid_x)
         src_cube = _standard_grid_cube(src_grid, SOURCE_NAME)
         _add_mask_to_cube(rg.src_mask, src_cube, SOURCE_MASK_NAME)
 
         tgt_mesh = rg.mesh
         tgt_location = rg.location
-        tgt_mesh_coords = tgt_mesh.to_MeshCoords(tgt_location)
-        tgt_data = np.zeros(tgt_mesh_coords[0].points.shape[0])
-        tgt_cube = Cube(tgt_data, var_name=TARGET_NAME, long_name=TARGET_NAME)
-        for coord in tgt_mesh_coords:
-            tgt_cube.add_aux_coord(coord, 0)
+        tgt_cube = _standard_mesh_cube(tgt_mesh, tgt_location, TARGET_NAME)
         _add_mask_to_cube(rg.tgt_mask, tgt_cube, TARGET_MASK_NAME)
 
     elif regridder_type == "MeshToGridESMFRegridder":
         src_mesh = rg.mesh
         src_location = rg.location
-        src_mesh_coords = src_mesh.to_MeshCoords(src_location)
-        src_data = np.zeros(src_mesh_coords[0].points.shape[0])
-        src_cube = Cube(src_data, var_name=SOURCE_NAME, long_name=SOURCE_NAME)
-        for coord in src_mesh_coords:
-            src_cube.add_aux_coord(coord, 0)
+        src_cube = _standard_mesh_cube(src_mesh, src_location, SOURCE_NAME)
         _add_mask_to_cube(rg.src_mask, src_cube, SOURCE_MASK_NAME)
 
         tgt_grid = (rg.grid_y, rg.grid_x)
@@ -112,7 +199,18 @@ def _standard_grid_cube(grid, name):
 
     method = str(check_method(rg.method).name)
 
-    resolution = rg.resolution
+    if regridder_type in ["GridToMeshESMFRegridder", "MeshToGridESMFRegridder"]:
+        resolution = rg.resolution
+        src_resolution = None
+        tgt_resolution = None
+    elif regridder_type == "ESMFAreaWeightedRegridder":
+        resolution = None
+        src_resolution = rg.src_resolution
+        tgt_resolution = rg.tgt_resolution
+    else:
+        resolution = None
+        src_resolution = None
+        tgt_resolution = None
 
     weight_matrix = rg.regridder.weight_matrix
     reformatted_weight_matrix = scipy.sparse.coo_matrix(weight_matrix)
@@ -141,6 +239,10 @@ def _standard_grid_cube(grid, name):
     }
     if resolution is not None:
         attributes[RESOLUTION] = resolution
+    if src_resolution is not None:
+        attributes[SOURCE_RESOLUTION] = src_resolution
+    if tgt_resolution is not None:
+        attributes[TARGET_RESOLUTION] = tgt_resolution
 
     weights_cube = Cube(weight_data, var_name=WEIGHTS_NAME, long_name=WEIGHTS_NAME)
     row_coord = AuxCoord(
@@ -158,17 +260,14 @@ def _standard_grid_cube(grid, name):
         long_name=WEIGHTS_SHAPE_NAME,
     )
 
-    # Avoid saving bug by placing the mesh cube second.
-    # TODO: simplify this when this bug is fixed in iris.
-    if regridder_type == "GridToMeshESMFRegridder":
+    # Save cubes while ensuring var_names do not conflict for the sake of consistency.
+    with _managed_var_name(src_cube, tgt_cube):
         cube_list = CubeList([src_cube, tgt_cube, weights_cube, weight_shape_cube])
-    elif regridder_type == "MeshToGridESMFRegridder":
-        cube_list = CubeList([tgt_cube, src_cube, weights_cube, weight_shape_cube])
 
-    for cube in cube_list:
-        cube.attributes = attributes
+        for cube in cube_list:
+            cube.attributes = attributes
 
-    iris.fileformats.netcdf.save(cube_list, filename)
+        iris.fileformats.netcdf.save(cube_list, filename)
 
 
 def load_regridder(filename):
@@ -194,7 +293,9 @@ def load_regridder(filename):
 
     # Extract the source, target and metadata information.
     src_cube = cubes.extract_cube(SOURCE_NAME)
+    _clean_var_names(src_cube)
     tgt_cube = cubes.extract_cube(TARGET_NAME)
+    _clean_var_names(tgt_cube)
     weights_cube = cubes.extract_cube(WEIGHTS_NAME)
     weight_shape_cube = cubes.extract_cube(WEIGHTS_SHAPE_NAME)
 
@@ -210,8 +311,14 @@ def load_regridder(filename):
     )
 
     resolution = weights_cube.attributes.get(RESOLUTION, None)
+    src_resolution = weights_cube.attributes.get(SOURCE_RESOLUTION, None)
+    tgt_resolution = weights_cube.attributes.get(TARGET_RESOLUTION, None)
     if resolution is not None:
         resolution = int(resolution)
+    if src_resolution is not None:
+        src_resolution = int(src_resolution)
+    if tgt_resolution is not None:
+        tgt_resolution = int(tgt_resolution)
 
     # Reconstruct the weight matrix.
     weight_data = weights_cube.data
@@ -234,18 +341,25 @@ def load_regridder(filename):
         use_tgt_mask = False
 
     if scheme is GridToMeshESMFRegridder:
-        resolution_keyword = "src_resolution"
+        resolution_keyword = SOURCE_RESOLUTION
+        kwargs = {resolution_keyword: resolution, "method": method, "mdtol": mdtol}
     elif scheme is MeshToGridESMFRegridder:
-        resolution_keyword = "tgt_resolution"
+        resolution_keyword = TARGET_RESOLUTION
+        kwargs = {resolution_keyword: resolution, "method": method, "mdtol": mdtol}
+    elif scheme is ESMFAreaWeightedRegridder:
+        kwargs = {
+            SOURCE_RESOLUTION: src_resolution,
+            TARGET_RESOLUTION: tgt_resolution,
+            "mdtol": mdtol,
+        }
+    elif scheme is ESMFBilinearRegridder:
+        kwargs = {"mdtol": mdtol}
     else:
-        raise NotImplementedError
-    kwargs = {resolution_keyword: resolution}
+        kwargs = {}
 
     regridder = scheme(
         src_cube,
         tgt_cube,
-        mdtol=mdtol,
-        method=method,
         precomputed_weights=weight_matrix,
         use_src_mask=use_src_mask,
         use_tgt_mask=use_tgt_mask,

esmf_regrid/schemes.py

@@ -984,6 +984,8 @@ def regridder(
         self,
         src_grid,
         tgt_grid,
+        src_resolution=None,
+        tgt_resolution=None,
         use_src_mask=None,
         use_tgt_mask=None,
         tgt_location="face",
@@ -998,6 +1000,11 @@ def regridder(
         tgt_grid : :class:`iris.cube.Cube` or :class:`iris.experimental.ugrid.Mesh`
             The unstructured :class:`~iris.cube.Cube`or
             :class:`~iris.experimental.ugrid.Mesh` defining the target.
+        src_resolution, tgt_resolution : int, optional
+            If present, represents the amount of latitude slices per source/target cell
+            given to ESMF for calculation. If resolution is set, ``src`` and ``tgt``
+            respectively must have strictly increasing bounds (bounds may be transposed
+            plus or minus 360 degrees to make the bounds strictly increasing).
         use_src_mask : :obj:`~numpy.typing.ArrayLike` or bool, optional
             Array describing which elements :mod:`esmpy` will ignore on the src_grid.
             If True, the mask will be derived from src_grid.
@@ -1035,6 +1042,8 @@ def regridder(
             src_grid,
             tgt_grid,
             mdtol=self.mdtol,
+            src_resolution=src_resolution,
+            tgt_resolution=tgt_resolution,
             use_src_mask=use_src_mask,
             use_tgt_mask=use_tgt_mask,
             tgt_location="face",
@@ -1483,8 +1492,10 @@ def __init__(
             if tgt_location is not "face".
         """
         kwargs = dict()
+        self.src_resolution = src_resolution
         if src_resolution is not None:
             kwargs["src_resolution"] = src_resolution
+        self.tgt_resolution = tgt_resolution
         if tgt_resolution is not None:
             kwargs["tgt_resolution"] = tgt_resolution
         if tgt_location is not None and tgt_location != "face":