FDMPC: Support MatIS and PCBDDC

AUTHORS.rst

@@ -90,6 +90,8 @@ Christopher Hawkes
 
 Miklós Homolya
 
+Joshua Hope-Collins...........<https://www.imperial.ac.uk/people/joshua.hope-collins13>
+
 Christian T. Jacobs
 
 Darko Janeković

CITATION.rst

@@ -12,7 +12,7 @@ If you publish results using Firedrake, we would be grateful if you would cite t
 
   @manual{FiredrakeUserManual,
     title        = {Firedrake User Manual},
-    author       = {David A. Ham and Paul H. J. Kelly and Lawrence Mitchell and Colin J. Cotter and Robert C. Kirby and Koki Sagiyama and Nacime Bouziani and Thomas J. Gregory and Jack Betteridge and Daniel R. Shapero and Reuben W. Nixon-Hill and Connor J. Ward and Patrick E. Farrell and Pablo D. Brubeck and India Marsden and Daiane I. Dolci and Sophia Vorderwuelbecke and Thomas H. Gibson and Miklós Homolya and Tianjiao Sun and Andrew T. T. McRae and Fabio Luporini and Alastair Gregory and Michael Lange and Simon W. Funke and Florian Rathgeber and Gheorghe-Teodor Bercea and Graham R. Markall},
+    author       = {David A. Ham and Paul H. J. Kelly and Lawrence Mitchell and Colin J. Cotter and Robert C. Kirby and Koki Sagiyama and Nacime Bouziani and Thomas J. Gregory and Jack Betteridge and Daniel R. Shapero and Reuben W. Nixon-Hill and Connor J. Ward and Patrick E. Farrell and Pablo D. Brubeck and India Marsden and Daiane I. Dolci and Joshua Hope-Collins and Sophia Vorderwuelbecke and Thomas H. Gibson and Miklós Homolya and Tianjiao Sun and Andrew T. T. McRae and Fabio Luporini and Alastair Gregory and Michael Lange and Simon W. Funke and Florian Rathgeber and Gheorghe-Teodor Bercea and Graham R. Markall},
     organization = {Imperial College London and University of Oxford and Baylor University and University of Washington},
     edition      = {First edition},
     year         = {2023},

firedrake/preconditioners/__init__.py

@@ -12,3 +12,4 @@
 from firedrake.preconditioners.fdm import *          # noqa: F401
 from firedrake.preconditioners.hiptmair import *     # noqa: F401
 from firedrake.preconditioners.facet_split import *  # noqa: F401
+from firedrake.preconditioners.bddc import *         # noqa: F401

firedrake/preconditioners/bddc.py

@@ -0,0 +1,142 @@
+from firedrake.preconditioners.base import PCBase
+from firedrake.preconditioners.patch import bcdofs
+from firedrake.preconditioners.facet_split import restrict, get_restriction_indices
+from firedrake.petsc import PETSc
+from firedrake.dmhooks import get_function_space, get_appctx
+from firedrake.ufl_expr import TestFunction, TrialFunction
+from firedrake.functionspace import FunctionSpace, VectorFunctionSpace, TensorFunctionSpace
+from ufl import curl, div, HCurl, HDiv, inner, dx
+from pyop2.utils import as_tuple
+import numpy
+
+__all__ = ("BDDCPC",)
+
+
+class BDDCPC(PCBase):
+    """PC for PETSc PCBDDC (Balancing Domain Decomposition by Constraints).
+    This is a domain decomposition method using subdomains defined by the
+    blocks in a Mat of type IS.
+
+    Internally, this PC creates a PETSc PCBDDC object that can be controlled by
+    the options:
+    - ``'bddc_pc_bddc_neumann'`` to set sub-KSPs on subdomains excluding corners,
+    - ``'bddc_pc_bddc_dirichlet'`` to set sub-KSPs on subdomain interiors,
+    - ``'bddc_pc_bddc_coarse'`` to set the coarse solver KSP.
+
+    This PC also inspects optional arguments supplied in the application context:
+    - ``'discrete_gradient'`` for problems in H(curl), this sets the arguments
+    (a Mat tabulating the gradient of the auxiliary H1 space) and
+    keyword arguments supplied to ``PETSc.PC.setBDDCDiscreteGradient``.
+    - ``'divergence_mat'`` for 3D problems in H(div), this sets the Mat with the
+    assembled bilinear form testing the divergence against an L2 space.
+
+    Notes
+    -----
+    Currently the Mat type IS is only supported by FDMPC.
+
+    """
+
+    _prefix = "bddc_"
+
+    def initialize(self, pc):
+        # Get context from pc
+        _, P = pc.getOperators()
+        dm = pc.getDM()
+        self.prefix = pc.getOptionsPrefix() + self._prefix
+
+        V = get_function_space(dm)
+
+        # Create new PC object as BDDC type
+        bddcpc = PETSc.PC().create(comm=pc.comm)
+        bddcpc.incrementTabLevel(1, parent=pc)
+        bddcpc.setOptionsPrefix(self.prefix)
+        bddcpc.setOperators(*pc.getOperators())
+        bddcpc.setType(PETSc.PC.Type.BDDC)
+
+        opts = PETSc.Options(bddcpc.getOptionsPrefix())
+        if V.ufl_element().variant() == "fdm" and "pc_bddc_use_local_mat_graph" not in opts:
+            # Disable computation of disconected components of subdomain interfaces
+            opts["pc_bddc_use_local_mat_graph"] = False
+
+        ctx = get_appctx(dm)
+        bcs = tuple(ctx._problem.bcs)
+        if V.extruded:
+            boundary_nodes = numpy.unique(numpy.concatenate(list(map(V.boundary_nodes, ("on_boundary", "top", "bottom")))))
+        else:
+            boundary_nodes = V.boundary_nodes("on_boundary")
+        if len(bcs) == 0:
+            dir_nodes = numpy.empty(0, dtype=boundary_nodes.dtype)
+        else:
+            dir_nodes = numpy.unique(numpy.concatenate([bcdofs(bc, ghost=False) for bc in bcs]))
+        neu_nodes = numpy.setdiff1d(boundary_nodes, dir_nodes)
+
+        V.dof_dset.lgmap.apply(dir_nodes, result=dir_nodes)
+        dir_bndr = PETSc.IS().createGeneral(dir_nodes, comm=pc.comm)
+        bddcpc.setBDDCDirichletBoundaries(dir_bndr)
+
+        V.dof_dset.lgmap.apply(neu_nodes, result=neu_nodes)
+        neu_bndr = PETSc.IS().createGeneral(neu_nodes, comm=pc.comm)
+        bddcpc.setBDDCNeumannBoundaries(neu_bndr)
+
+        appctx = self.get_appctx(pc)
+        sobolev_space = V.ufl_element().sobolev_space
+
+        tdim = V.mesh().topological_dimension()
+        degree = max(as_tuple(V.ufl_element().degree()))
+        if tdim >= 2 and V.finat_element.formdegree == tdim-1:
+            B = appctx.get("divergence_mat", None)
+            if B is None:
+                from firedrake.assemble import assemble
+                d = {HCurl: curl, HDiv: div}[sobolev_space]
+                if V.shape == ():
+                    make_function_space = FunctionSpace
+                elif len(V.shape) == 1:
+                    make_function_space = VectorFunctionSpace
+                else:
+                    make_function_space = TensorFunctionSpace
+                Q = make_function_space(V.mesh(), "DG", degree-1)
+                b = inner(d(TrialFunction(V)), TestFunction(Q)) * dx(degree=2*(degree-1))
+                B = assemble(b, mat_type="matfree")
+            bddcpc.setBDDCDivergenceMat(B.petscmat)
+        elif sobolev_space == HCurl:
+            gradient = appctx.get("discrete_gradient", None)
+            if gradient is None:
+                from firedrake.preconditioners.fdm import tabulate_exterior_derivative
+                from firedrake.preconditioners.hiptmair import curl_to_grad
+                Q = FunctionSpace(V.mesh(), curl_to_grad(V.ufl_element()))
+                gradient = tabulate_exterior_derivative(Q, V)
+                corners = get_vertex_dofs(Q)
+                gradient.compose('_elements_corners', corners)
+                grad_args = (gradient,)
+                grad_kwargs = {'order': degree}
+            else:
+                try:
+                    grad_args, grad_kwargs = gradient
+                except ValueError:
+                    grad_args = (gradient,)
+                    grad_kwargs = dict()
+
+            bddcpc.setBDDCDiscreteGradient(*grad_args, **grad_kwargs)
+
+        bddcpc.setFromOptions()
+        self.pc = bddcpc
+
+    def view(self, pc, viewer=None):
+        self.pc.view(viewer=viewer)
+
+    def update(self, pc):
+        pass
+
+    def apply(self, pc, x, y):
+        self.pc.apply(x, y)
+
+    def applyTranspose(self, pc, x, y):
+        self.pc.applyTranspose(x, y)
+
+
+def get_vertex_dofs(V):
+    W = FunctionSpace(V.mesh(), restrict(V.ufl_element(), "vertex"))
+    indices = get_restriction_indices(V, W)
+    V.dof_dset.lgmap.apply(indices, result=indices)
+    vertex_dofs = PETSc.IS().createGeneral(indices, comm=V.comm)
+    return vertex_dofs