xref: /petsc/src/ksp/pc/impls/bddc/bddc.c (revision f20c1fb43a4ecbd36b2c385ed9f3ba5d8e4e5834)
1 /* TODOLIST
2 
3    Solvers
4    - Add support for cholesky for coarse solver (similar to local solvers)
5    - Propagate ksp prefixes for solvers to mat objects?
6 
7    User interface
8    - ** DM attached to pc?
9 
10    Debugging output
11    - * Better management of verbosity levels of debugging output
12 
13    Extra
14    - *** Is it possible to work with PCBDDCGraph on boundary indices only (less memory consumed)?
15    - BDDC with MG framework?
16 
17    MATIS related operations contained in BDDC code
18    - Provide general case for subassembling
19 
20 */
21 
22 #include <../src/ksp/pc/impls/bddc/bddc.h> /*I "petscpc.h" I*/  /* includes for fortran wrappers */
23 #include <../src/ksp/pc/impls/bddc/bddcprivate.h>
24 #include <petscblaslapack.h>
25 
26 static PetscBool  cited = PETSC_FALSE;
27 static const char citation[] =
28 "@article{ZampiniPCBDDC,\n"
29 "author = {Stefano Zampini},\n"
30 "title = {{PCBDDC}: A Class of Robust Dual-Primal Methods in {PETS}c},\n"
31 "journal = {SIAM Journal on Scientific Computing},\n"
32 "volume = {38},\n"
33 "number = {5},\n"
34 "pages = {S282-S306},\n"
35 "year = {2016},\n"
36 "doi = {10.1137/15M1025785},\n"
37 "URL = {http://dx.doi.org/10.1137/15M1025785},\n"
38 "eprint = {http://dx.doi.org/10.1137/15M1025785}\n"
39 "}\n";
40 
41 /* temporarily declare it */
42 PetscErrorCode PCApply_BDDC(PC,Vec,Vec);
43 
44 PetscErrorCode PCSetFromOptions_BDDC(PetscOptionItems *PetscOptionsObject,PC pc)
45 {
46   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
47   PetscErrorCode ierr;
48 
49   PetscFunctionBegin;
50   ierr = PetscOptionsHead(PetscOptionsObject,"BDDC options");CHKERRQ(ierr);
51   /* Verbose debugging */
52   ierr = PetscOptionsInt("-pc_bddc_check_level","Verbose output for PCBDDC (intended for debug)","none",pcbddc->dbg_flag,&pcbddc->dbg_flag,NULL);CHKERRQ(ierr);
53   /* Approximate solvers */
54   ierr = PetscOptionsBool("-pc_bddc_dirichlet_approximate","Inform PCBDDC that we are using approximate Dirichlet solvers","none",pcbddc->NullSpace_corr[0],&pcbddc->NullSpace_corr[0],NULL);CHKERRQ(ierr);
55   ierr = PetscOptionsBool("-pc_bddc_dirichlet_approximate_scale","Inform PCBDDC that we need to scale the Dirichlet solve","none",pcbddc->NullSpace_corr[1],&pcbddc->NullSpace_corr[1],NULL);CHKERRQ(ierr);
56   ierr = PetscOptionsBool("-pc_bddc_neumann_approximate","Inform PCBDDC that we are using approximate Neumann solvers","none",pcbddc->NullSpace_corr[2],&pcbddc->NullSpace_corr[2],NULL);CHKERRQ(ierr);
57   ierr = PetscOptionsBool("-pc_bddc_neumann_approximate_scale","Inform PCBDDC that we need to scale the Neumann solve","none",pcbddc->NullSpace_corr[3],&pcbddc->NullSpace_corr[3],NULL);CHKERRQ(ierr);
58   /* Primal space customization */
59   ierr = PetscOptionsBool("-pc_bddc_use_local_mat_graph","Use or not adjacency graph of local mat for interface analysis","none",pcbddc->use_local_adj,&pcbddc->use_local_adj,NULL);CHKERRQ(ierr);
60   ierr = PetscOptionsInt("-pc_bddc_graph_maxcount","Maximum number of shared subdomains for a connected component","none",pcbddc->graphmaxcount,&pcbddc->graphmaxcount,NULL);CHKERRQ(ierr);
61   ierr = PetscOptionsBool("-pc_bddc_use_vertices","Use or not corner dofs in coarse space","none",pcbddc->use_vertices,&pcbddc->use_vertices,NULL);CHKERRQ(ierr);
62   ierr = PetscOptionsBool("-pc_bddc_use_edges","Use or not edge constraints in coarse space","none",pcbddc->use_edges,&pcbddc->use_edges,NULL);CHKERRQ(ierr);
63   ierr = PetscOptionsBool("-pc_bddc_use_faces","Use or not face constraints in coarse space","none",pcbddc->use_faces,&pcbddc->use_faces,NULL);CHKERRQ(ierr);
64   ierr = PetscOptionsInt("-pc_bddc_vertex_size","Connected components smaller or equal to vertex size will be considered as primal vertices","none",pcbddc->vertex_size,&pcbddc->vertex_size,NULL);CHKERRQ(ierr);
65   ierr = PetscOptionsBool("-pc_bddc_use_true_nnsp","Use near null space attached to the matrix without modifications","none",pcbddc->use_nnsp_true,&pcbddc->use_nnsp_true,NULL);CHKERRQ(ierr);
66   ierr = PetscOptionsBool("-pc_bddc_use_qr_single","Use QR factorization for single constraints on cc (QR is always used when multiple constraints are present)","none",pcbddc->use_qr_single,&pcbddc->use_qr_single,NULL);CHKERRQ(ierr);
67   /* Change of basis */
68   ierr = PetscOptionsBool("-pc_bddc_use_change_of_basis","Use or not internal change of basis on local edge nodes","none",pcbddc->use_change_of_basis,&pcbddc->use_change_of_basis,NULL);CHKERRQ(ierr);
69   ierr = PetscOptionsBool("-pc_bddc_use_change_on_faces","Use or not internal change of basis on local face nodes","none",pcbddc->use_change_on_faces,&pcbddc->use_change_on_faces,NULL);CHKERRQ(ierr);
70   if (!pcbddc->use_change_of_basis) {
71     pcbddc->use_change_on_faces = PETSC_FALSE;
72   }
73   /* Switch between M_2 (default) and M_3 preconditioners (as defined by C. Dohrmann in the ref. article) */
74   ierr = PetscOptionsBool("-pc_bddc_switch_static","Switch on static condensation ops around the interface preconditioner","none",pcbddc->switch_static,&pcbddc->switch_static,NULL);CHKERRQ(ierr);
75   ierr = PetscOptionsInt("-pc_bddc_coarse_eqs_per_proc","Number of equations per process for coarse problem redistribution (significant only at the coarsest level)","none",pcbddc->coarse_eqs_per_proc,&pcbddc->coarse_eqs_per_proc,NULL);CHKERRQ(ierr);
76   ierr = PetscOptionsInt("-pc_bddc_coarsening_ratio","Set coarsening ratio used in multilevel coarsening","none",pcbddc->coarsening_ratio,&pcbddc->coarsening_ratio,NULL);CHKERRQ(ierr);
77   ierr = PetscOptionsInt("-pc_bddc_levels","Set maximum number of levels for multilevel","none",pcbddc->max_levels,&pcbddc->max_levels,NULL);CHKERRQ(ierr);
78   ierr = PetscOptionsBool("-pc_bddc_use_coarse_estimates","Use estimated eigenvalues for coarse problem","none",pcbddc->use_coarse_estimates,&pcbddc->use_coarse_estimates,NULL);CHKERRQ(ierr);
79   ierr = PetscOptionsBool("-pc_bddc_use_deluxe_scaling","Use deluxe scaling for BDDC","none",pcbddc->use_deluxe_scaling,&pcbddc->use_deluxe_scaling,NULL);CHKERRQ(ierr);
80   ierr = PetscOptionsBool("-pc_bddc_schur_rebuild","Whether or not the interface graph for Schur principal minors has to be rebuilt (i.e. define the interface without any adjacency)","none",pcbddc->sub_schurs_rebuild,&pcbddc->sub_schurs_rebuild,NULL);CHKERRQ(ierr);
81   ierr = PetscOptionsInt("-pc_bddc_schur_layers","Number of dofs' layers for the computation of principal minors (i.e. -1 uses all dofs)","none",pcbddc->sub_schurs_layers,&pcbddc->sub_schurs_layers,NULL);CHKERRQ(ierr);
82   ierr = PetscOptionsBool("-pc_bddc_schur_use_useradj","Whether or not the CSR graph specified by the user should be used for computing successive layers (default is to use adj of local mat)","none",pcbddc->sub_schurs_use_useradj,&pcbddc->sub_schurs_use_useradj,NULL);CHKERRQ(ierr);
83   ierr = PetscOptionsBool("-pc_bddc_schur_exact","Whether or not to use the exact Schur complement instead of the reduced one (which excludes size 1 cc)","none",pcbddc->sub_schurs_exact_schur,&pcbddc->sub_schurs_exact_schur,NULL);CHKERRQ(ierr);
84   ierr = PetscOptionsBool("-pc_bddc_deluxe_zerorows","Zero rows and columns of deluxe operators associated with primal dofs","none",pcbddc->deluxe_zerorows,&pcbddc->deluxe_zerorows,NULL);CHKERRQ(ierr);
85   ierr = PetscOptionsBool("-pc_bddc_deluxe_singlemat","Collapse deluxe operators","none",pcbddc->deluxe_singlemat,&pcbddc->deluxe_singlemat,NULL);CHKERRQ(ierr);
86   ierr = PetscOptionsBool("-pc_bddc_adaptive_userdefined","Use user-defined constraints (should be attached via MatSetNearNullSpace to pmat) in addition to those adaptively generated","none",pcbddc->adaptive_userdefined,&pcbddc->adaptive_userdefined,NULL);CHKERRQ(ierr);
87   ierr = PetscOptionsReal("-pc_bddc_adaptive_threshold","Threshold to be used for adaptive selection of constraints","none",pcbddc->adaptive_threshold,&pcbddc->adaptive_threshold,NULL);CHKERRQ(ierr);
88   ierr = PetscOptionsInt("-pc_bddc_adaptive_nmin","Minimum number of constraints per connected components","none",pcbddc->adaptive_nmin,&pcbddc->adaptive_nmin,NULL);CHKERRQ(ierr);
89   ierr = PetscOptionsInt("-pc_bddc_adaptive_nmax","Maximum number of constraints per connected components","none",pcbddc->adaptive_nmax,&pcbddc->adaptive_nmax,NULL);CHKERRQ(ierr);
90   ierr = PetscOptionsBool("-pc_bddc_symmetric","Symmetric computation of primal basis functions","none",pcbddc->symmetric_primal,&pcbddc->symmetric_primal,NULL);CHKERRQ(ierr);
91   ierr = PetscOptionsInt("-pc_bddc_coarse_adj","Number of processors where to map the coarse adjacency list","none",pcbddc->coarse_adj_red,&pcbddc->coarse_adj_red,NULL);CHKERRQ(ierr);
92   ierr = PetscOptionsBool("-pc_bddc_benign_trick","Apply the benign subspace trick to saddle point problems with discontinuous pressures","none",pcbddc->benign_saddle_point,&pcbddc->benign_saddle_point,NULL);CHKERRQ(ierr);
93   ierr = PetscOptionsBool("-pc_bddc_benign_change","Compute the pressure change of basis explicitly","none",pcbddc->benign_change_explicit,&pcbddc->benign_change_explicit,NULL);CHKERRQ(ierr);
94   ierr = PetscOptionsBool("-pc_bddc_benign_compute_correction","Compute the benign correction during PreSolve","none",pcbddc->benign_compute_correction,&pcbddc->benign_compute_correction,NULL);CHKERRQ(ierr);
95   ierr = PetscOptionsBool("-pc_bddc_nonetflux","Automatic computation of no-net-flux quadrature weights","none",pcbddc->compute_nonetflux,&pcbddc->compute_nonetflux,NULL);CHKERRQ(ierr);
96   ierr = PetscOptionsBool("-pc_bddc_detect_disconnected","Detects disconnected subdomains","none",pcbddc->detect_disconnected,&pcbddc->detect_disconnected,NULL);CHKERRQ(ierr);
97   ierr = PetscOptionsBool("-pc_bddc_eliminate_dirichlet","Whether or not we want to eliminate dirichlet dofs during presolve","none",pcbddc->eliminate_dirdofs,&pcbddc->eliminate_dirdofs,NULL);CHKERRQ(ierr);
98   ierr = PetscOptionsTail();CHKERRQ(ierr);
99   PetscFunctionReturn(0);
100 }
101 
102 static PetscErrorCode PCView_BDDC(PC pc,PetscViewer viewer)
103 {
104   PC_BDDC              *pcbddc = (PC_BDDC*)pc->data;
105   PC_IS                *pcis = (PC_IS*)pc->data;
106   PetscErrorCode       ierr;
107   PetscBool            isascii,isstring;
108   PetscSubcomm         subcomm;
109   PetscViewer          subviewer;
110 
111   PetscFunctionBegin;
112   ierr = PetscObjectTypeCompare((PetscObject)viewer,PETSCVIEWERASCII,&isascii);CHKERRQ(ierr);
113   ierr = PetscObjectTypeCompare((PetscObject)viewer,PETSCVIEWERSTRING,&isstring);CHKERRQ(ierr);
114   /* Nothing printed for the String viewer */
115   /* ASCII viewer */
116   if (isascii) {
117     PetscMPIInt   color,rank,size;
118     PetscInt64    loc[7],gsum[6],gmax[6],gmin[6],totbenign;
119     PetscScalar   interface_size;
120     PetscReal     ratio1=0.,ratio2=0.;
121     Vec           counter;
122 
123     if (!pc->setupcalled) {
124       ierr = PetscViewerASCIIPrintf(viewer,"  Partial information available: preconditioner has not been setup yet\n");CHKERRQ(ierr);
125     }
126     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Use verbose output: %d\n",pcbddc->dbg_flag);CHKERRQ(ierr);
127     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Use user-defined CSR: %d\n",!!pcbddc->mat_graph->nvtxs_csr);CHKERRQ(ierr);
128     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Use local mat graph: %d\n",pcbddc->use_local_adj && !pcbddc->mat_graph->nvtxs_csr);CHKERRQ(ierr);
129     if (pcbddc->mat_graph->twodim) {
130       ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Connectivity graph topological dimension: 2\n");CHKERRQ(ierr);
131     } else {
132       ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Connectivity graph topological dimension: 3\n");CHKERRQ(ierr);
133     }
134     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Graph max count: %d\n",pcbddc->graphmaxcount);CHKERRQ(ierr);
135     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Use vertices: %d (vertex size %d)\n",pcbddc->use_vertices,pcbddc->vertex_size);CHKERRQ(ierr);
136     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Use edges: %d\n",pcbddc->use_edges);CHKERRQ(ierr);
137     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Use faces: %d\n",pcbddc->use_faces);CHKERRQ(ierr);
138     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Use true near null space: %d\n",pcbddc->use_nnsp_true);CHKERRQ(ierr);
139     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Use QR for single constraints on cc: %d\n",pcbddc->use_qr_single);CHKERRQ(ierr);
140     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Use change of basis on local edge nodes: %d\n",pcbddc->use_change_of_basis);CHKERRQ(ierr);
141     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Use change of basis on local face nodes: %d\n",pcbddc->use_change_on_faces);CHKERRQ(ierr);
142     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: User defined change of basis matrix: %d\n",!!pcbddc->user_ChangeOfBasisMatrix);CHKERRQ(ierr);
143     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Has change of basis matrix: %d\n",!!pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
144     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Eliminate dirichlet boundary dofs: %d\n",pcbddc->eliminate_dirdofs);CHKERRQ(ierr);
145     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Switch on static condensation ops around the interface preconditioner: %d\n",pcbddc->switch_static);CHKERRQ(ierr);
146     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Use exact dirichlet trick: %d\n",pcbddc->use_exact_dirichlet_trick);CHKERRQ(ierr);
147     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Multilevel max levels: %d\n",pcbddc->max_levels);CHKERRQ(ierr);
148     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Multilevel coarsening ratio: %d\n",pcbddc->coarsening_ratio);CHKERRQ(ierr);
149     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Use estimated eigs for coarse problem: %d\n",pcbddc->use_coarse_estimates);CHKERRQ(ierr);
150     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Use deluxe scaling: %d\n",pcbddc->use_deluxe_scaling);CHKERRQ(ierr);
151     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Use deluxe zerorows: %d\n",pcbddc->deluxe_zerorows);CHKERRQ(ierr);
152     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Use deluxe singlemat: %d\n",pcbddc->deluxe_singlemat);CHKERRQ(ierr);
153     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Rebuild interface graph for Schur principal minors: %d\n",pcbddc->sub_schurs_rebuild);CHKERRQ(ierr);
154     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Number of dofs' layers for the computation of principal minors: %d\n",pcbddc->sub_schurs_layers);CHKERRQ(ierr);
155     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Use user CSR graph to compute successive layers: %d\n",pcbddc->sub_schurs_use_useradj);CHKERRQ(ierr);
156     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Adaptive constraint selection threshold (active %d, userdefined %d): %g\n",pcbddc->adaptive_threshold,pcbddc->adaptive_selection,pcbddc->adaptive_userdefined);CHKERRQ(ierr);
157     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Min constraints / connected component: %d\n",pcbddc->adaptive_nmin);CHKERRQ(ierr);
158     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Max constraints / connected component: %d\n",pcbddc->adaptive_nmax);CHKERRQ(ierr);
159     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Invert exact Schur complement for adaptive selection: %d\n",pcbddc->sub_schurs_exact_schur);CHKERRQ(ierr);
160     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Symmetric computation of primal basis functions: %d\n",pcbddc->symmetric_primal);CHKERRQ(ierr);
161     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Num. Procs. to map coarse adjacency list: %d\n",pcbddc->coarse_adj_red);CHKERRQ(ierr);
162     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Coarse eqs per proc (significant at the coarsest level): %d\n",pcbddc->coarse_eqs_per_proc);CHKERRQ(ierr);
163     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Detect disconnected: %d\n",pcbddc->detect_disconnected);CHKERRQ(ierr);
164     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Benign subspace trick: %d (change explicit %d)\n",pcbddc->benign_saddle_point,pcbddc->benign_change_explicit);CHKERRQ(ierr);
165     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Benign subspace trick is active: %d\n",pcbddc->benign_have_null);CHKERRQ(ierr);
166     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Algebraic computation of no-net-flux %d\n",pcbddc->compute_nonetflux);CHKERRQ(ierr);
167     if (!pc->setupcalled) PetscFunctionReturn(0);
168 
169     /* compute interface size */
170     ierr = VecSet(pcis->vec1_B,1.0);CHKERRQ(ierr);
171     ierr = MatCreateVecs(pc->pmat,&counter,0);CHKERRQ(ierr);
172     ierr = VecSet(counter,0.0);CHKERRQ(ierr);
173     ierr = VecScatterBegin(pcis->global_to_B,pcis->vec1_B,counter,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
174     ierr = VecScatterEnd(pcis->global_to_B,pcis->vec1_B,counter,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
175     ierr = VecSum(counter,&interface_size);CHKERRQ(ierr);
176     ierr = VecDestroy(&counter);CHKERRQ(ierr);
177 
178     /* compute some statistics on the domain decomposition */
179     gsum[0] = 1;
180     gsum[1] = gsum[2] = gsum[3] = gsum[4] = gsum[5] = 0;
181     loc[0]  = !!pcis->n;
182     loc[1]  = pcis->n - pcis->n_B;
183     loc[2]  = pcis->n_B;
184     loc[3]  = pcbddc->local_primal_size;
185     loc[4]  = pcis->n;
186     loc[5]  = pcbddc->n_local_subs > 0 ? pcbddc->n_local_subs : (pcis->n ? 1 : 0);
187     loc[6]  = pcbddc->benign_n;
188     ierr = MPI_Reduce(loc,gsum,6,MPIU_INT64,MPI_SUM,0,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
189     if (!loc[0]) loc[1] = loc[2] = loc[3] = loc[4] = loc[5] = -1;
190     ierr = MPI_Reduce(loc,gmax,6,MPIU_INT64,MPI_MAX,0,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
191     if (!loc[0]) loc[1] = loc[2] = loc[3] = loc[4] = loc[5] = PETSC_MAX_INT;
192     ierr = MPI_Reduce(loc,gmin,6,MPIU_INT64,MPI_MIN,0,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
193     ierr = MPI_Reduce(&loc[6],&totbenign,1,MPIU_INT64,MPI_SUM,0,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
194     if (pcbddc->coarse_size) {
195       ratio1 = pc->pmat->rmap->N/(1.*pcbddc->coarse_size);
196       ratio2 = PetscRealPart(interface_size)/pcbddc->coarse_size;
197     }
198     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: ********************************** STATISTICS AT LEVEL %d **********************************\n",pcbddc->current_level);CHKERRQ(ierr);
199     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Global dofs sizes: all %d interface %d coarse %d\n",pc->pmat->rmap->N,(PetscInt)PetscRealPart(interface_size),pcbddc->coarse_size);CHKERRQ(ierr);
200     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Coarsening ratios: all/coarse %d interface/coarse %d\n",(PetscInt)ratio1,(PetscInt)ratio2);CHKERRQ(ierr);
201     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Active processes : %d\n",(PetscInt)gsum[0]);CHKERRQ(ierr);
202     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Total subdomains : %d\n",(PetscInt)gsum[5]);CHKERRQ(ierr);
203     if (pcbddc->benign_have_null) {
204       ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Benign subs      : %d\n",(PetscInt)totbenign);CHKERRQ(ierr);
205     }
206     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Dofs type        :\tMIN\tMAX\tMEAN\n",(PetscInt)gmin[1],(PetscInt)gmax[1],(PetscInt)(gsum[1]/gsum[0]));CHKERRQ(ierr);
207     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Interior  dofs   :\t%d\t%d\t%d\n",(PetscInt)gmin[1],(PetscInt)gmax[1],(PetscInt)(gsum[1]/gsum[0]));CHKERRQ(ierr);
208     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Interface dofs   :\t%d\t%d\t%d\n",(PetscInt)gmin[2],(PetscInt)gmax[2],(PetscInt)(gsum[2]/gsum[0]));CHKERRQ(ierr);
209     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Primal    dofs   :\t%d\t%d\t%d\n",(PetscInt)gmin[3],(PetscInt)gmax[3],(PetscInt)(gsum[3]/gsum[0]));CHKERRQ(ierr);
210     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Local     dofs   :\t%d\t%d\t%d\n",(PetscInt)gmin[4],(PetscInt)gmax[4],(PetscInt)(gsum[4]/gsum[0]));CHKERRQ(ierr);
211     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: Local     subs   :\t%d\t%d\n",(PetscInt)gmin[5],(PetscInt)gmax[5]);CHKERRQ(ierr);
212     ierr = PetscViewerASCIIPrintf(viewer,"  BDDC: ********************************** COARSE PROBLEM DETAILS *********************************\n",pcbddc->current_level);CHKERRQ(ierr);
213     ierr = PetscViewerFlush(viewer);CHKERRQ(ierr);
214 
215     /* the coarse problem can be handled by a different communicator */
216     if (pcbddc->coarse_ksp) color = 1;
217     else color = 0;
218     ierr = MPI_Comm_rank(PetscObjectComm((PetscObject)pc),&rank);CHKERRQ(ierr);
219     ierr = MPI_Comm_size(PetscObjectComm((PetscObject)pc),&size);CHKERRQ(ierr);
220     ierr = PetscSubcommCreate(PetscObjectComm((PetscObject)pc),&subcomm);CHKERRQ(ierr);
221     ierr = PetscSubcommSetNumber(subcomm,PetscMin(size,2));CHKERRQ(ierr);
222     ierr = PetscSubcommSetTypeGeneral(subcomm,color,rank);CHKERRQ(ierr);
223     ierr = PetscViewerGetSubViewer(viewer,PetscSubcommChild(subcomm),&subviewer);CHKERRQ(ierr);
224     if (color == 1) {
225       ierr = KSPView(pcbddc->coarse_ksp,subviewer);CHKERRQ(ierr);
226       ierr = PetscViewerFlush(subviewer);CHKERRQ(ierr);
227     }
228     ierr = PetscViewerRestoreSubViewer(viewer,PetscSubcommChild(subcomm),&subviewer);CHKERRQ(ierr);
229     ierr = PetscSubcommDestroy(&subcomm);CHKERRQ(ierr);
230     ierr = PetscViewerFlush(viewer);CHKERRQ(ierr);
231   }
232   PetscFunctionReturn(0);
233 }
234 
235 static PetscErrorCode PCBDDCSetDiscreteGradient_BDDC(PC pc, Mat G, PetscInt order, PetscInt field, PetscBool global, PetscBool conforming)
236 {
237   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
238   PetscErrorCode ierr;
239 
240   PetscFunctionBegin;
241   ierr = PetscObjectReference((PetscObject)G);CHKERRQ(ierr);
242   ierr = MatDestroy(&pcbddc->discretegradient);CHKERRQ(ierr);
243   pcbddc->discretegradient = G;
244   pcbddc->nedorder         = order > 0 ? order : -order;
245   pcbddc->nedfield         = field;
246   pcbddc->nedglobal        = global;
247   pcbddc->conforming       = conforming;
248   PetscFunctionReturn(0);
249 }
250 
251 /*@
252  PCBDDCSetDiscreteGradient - Sets the discrete gradient
253 
254    Collective on PC
255 
256    Input Parameters:
257 +  pc         - the preconditioning context
258 .  G          - the discrete gradient matrix (should be in AIJ format)
259 .  order      - the order of the Nedelec space (1 for the lowest order)
260 .  field      - the field id of the Nedelec dofs (not used if the fields have not been specified)
261 .  global     - the type of global ordering for the rows of G
262 -  conforming - whether the mesh is conforming or not
263 
264    Level: advanced
265 
266    Notes: The discrete gradient matrix G is used to analyze the subdomain edges, and it should not contain any zero entry.
267           For variable order spaces, the order should be set to zero.
268           If global is true, the rows of G should be given in global ordering for the whole dofs;
269           if false, the ordering should be global for the Nedelec field.
270           In the latter case, it should hold gid[i] < gid[j] iff geid[i] < geid[j], with gid the global orderding for all the dofs
271           and geid the one for the Nedelec field.
272 
273 .seealso: PCBDDC,PCBDDCSetDofsSplitting(),PCBDDCSetDofsSplittingLocal()
274 @*/
275 PetscErrorCode PCBDDCSetDiscreteGradient(PC pc, Mat G, PetscInt order, PetscInt field, PetscBool global, PetscBool conforming)
276 {
277   PetscErrorCode ierr;
278 
279   PetscFunctionBegin;
280   PetscValidHeaderSpecific(pc,PC_CLASSID,1);
281   PetscValidHeaderSpecific(G,MAT_CLASSID,2);
282   PetscValidLogicalCollectiveInt(pc,order,3);
283   PetscValidLogicalCollectiveInt(pc,field,4);
284   PetscValidLogicalCollectiveBool(pc,global,5);
285   PetscValidLogicalCollectiveBool(pc,conforming,6);
286   PetscCheckSameComm(pc,1,G,2);
287   ierr = PetscTryMethod(pc,"PCBDDCSetDiscreteGradient_C",(PC,Mat,PetscInt,PetscInt,PetscBool,PetscBool),(pc,G,order,field,global,conforming));CHKERRQ(ierr);
288   PetscFunctionReturn(0);
289 }
290 
291 static PetscErrorCode PCBDDCSetDivergenceMat_BDDC(PC pc, Mat divudotp, PetscBool trans, IS vl2l)
292 {
293   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
294   PetscErrorCode ierr;
295 
296   PetscFunctionBegin;
297   ierr = PetscObjectReference((PetscObject)divudotp);CHKERRQ(ierr);
298   ierr = MatDestroy(&pcbddc->divudotp);CHKERRQ(ierr);
299   pcbddc->divudotp = divudotp;
300   pcbddc->divudotp_trans = trans;
301   pcbddc->compute_nonetflux = PETSC_TRUE;
302   if (vl2l) {
303     ierr = PetscObjectReference((PetscObject)vl2l);CHKERRQ(ierr);
304     ierr = ISDestroy(&pcbddc->divudotp_vl2l);CHKERRQ(ierr);
305     pcbddc->divudotp_vl2l = vl2l;
306   }
307   PetscFunctionReturn(0);
308 }
309 
310 /*@
311  PCBDDCSetDivergenceMat - Sets the linear operator representing \int_\Omega \div {\bf u} \cdot p dx
312 
313    Collective on PC
314 
315    Input Parameters:
316 +  pc - the preconditioning context
317 .  divudotp - the matrix (must be of type MATIS)
318 .  trans - if trans if false (resp. true), then pressures are in the test (trial) space and velocities are in the trial (test) space.
319 -  vl2l - optional IS describing the local (wrt the local mat in divudotp) to local (wrt the local mat in pc->pmat) map for the velocities
320 
321    Level: advanced
322 
323    Notes: This auxiliary matrix is used to compute quadrature weights representing the net-flux across subdomain boundaries
324 
325 .seealso: PCBDDC
326 @*/
327 PetscErrorCode PCBDDCSetDivergenceMat(PC pc, Mat divudotp, PetscBool trans, IS vl2l)
328 {
329   PetscBool      ismatis;
330   PetscErrorCode ierr;
331 
332   PetscFunctionBegin;
333   PetscValidHeaderSpecific(pc,PC_CLASSID,1);
334   PetscValidHeaderSpecific(divudotp,MAT_CLASSID,2);
335   PetscCheckSameComm(pc,1,divudotp,2);
336   PetscValidLogicalCollectiveBool(pc,trans,3);
337   if (vl2l) PetscValidHeaderSpecific(divudotp,IS_CLASSID,4);
338   ierr = PetscObjectTypeCompare((PetscObject)divudotp,MATIS,&ismatis);CHKERRQ(ierr);
339   if (!ismatis) SETERRQ(PetscObjectComm((PetscObject)pc),PETSC_ERR_ARG_WRONG,"Divergence matrix needs to be of type MATIS");
340   ierr = PetscTryMethod(pc,"PCBDDCSetDivergenceMat_C",(PC,Mat,PetscBool,IS),(pc,divudotp,trans,vl2l));CHKERRQ(ierr);
341   PetscFunctionReturn(0);
342 }
343 
344 static PetscErrorCode PCBDDCSetChangeOfBasisMat_BDDC(PC pc, Mat change, PetscBool interior)
345 {
346   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
347   PetscErrorCode ierr;
348 
349   PetscFunctionBegin;
350   ierr = PetscObjectReference((PetscObject)change);CHKERRQ(ierr);
351   ierr = MatDestroy(&pcbddc->user_ChangeOfBasisMatrix);CHKERRQ(ierr);
352   pcbddc->user_ChangeOfBasisMatrix = change;
353   pcbddc->change_interior = interior;
354   PetscFunctionReturn(0);
355 }
356 /*@
357  PCBDDCSetChangeOfBasisMat - Set user defined change of basis for dofs
358 
359    Collective on PC
360 
361    Input Parameters:
362 +  pc - the preconditioning context
363 .  change - the change of basis matrix
364 -  interior - whether or not the change of basis modifies interior dofs
365 
366    Level: intermediate
367 
368    Notes:
369 
370 .seealso: PCBDDC
371 @*/
372 PetscErrorCode PCBDDCSetChangeOfBasisMat(PC pc, Mat change, PetscBool interior)
373 {
374   PetscErrorCode ierr;
375 
376   PetscFunctionBegin;
377   PetscValidHeaderSpecific(pc,PC_CLASSID,1);
378   PetscValidHeaderSpecific(change,MAT_CLASSID,2);
379   PetscCheckSameComm(pc,1,change,2);
380   if (pc->mat) {
381     PetscInt rows_c,cols_c,rows,cols;
382     ierr = MatGetSize(pc->mat,&rows,&cols);CHKERRQ(ierr);
383     ierr = MatGetSize(change,&rows_c,&cols_c);CHKERRQ(ierr);
384     if (rows_c != rows) SETERRQ2(PetscObjectComm((PetscObject)pc),PETSC_ERR_SUP,"Invalid number of rows for change of basis matrix! %d != %d",rows_c,rows);
385     if (cols_c != cols) SETERRQ2(PetscObjectComm((PetscObject)pc),PETSC_ERR_SUP,"Invalid number of columns for change of basis matrix! %d != %d",cols_c,cols);
386     ierr = MatGetLocalSize(pc->mat,&rows,&cols);CHKERRQ(ierr);
387     ierr = MatGetLocalSize(change,&rows_c,&cols_c);CHKERRQ(ierr);
388     if (rows_c != rows) SETERRQ2(PetscObjectComm((PetscObject)pc),PETSC_ERR_SUP,"Invalid number of local rows for change of basis matrix! %d != %d",rows_c,rows);
389     if (cols_c != cols) SETERRQ2(PetscObjectComm((PetscObject)pc),PETSC_ERR_SUP,"Invalid number of local columns for change of basis matrix! %d != %d",cols_c,cols);
390   }
391   ierr = PetscTryMethod(pc,"PCBDDCSetChangeOfBasisMat_C",(PC,Mat,PetscBool),(pc,change,interior));CHKERRQ(ierr);
392   PetscFunctionReturn(0);
393 }
394 
395 static PetscErrorCode PCBDDCSetPrimalVerticesIS_BDDC(PC pc, IS PrimalVertices)
396 {
397   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
398   PetscBool      isequal = PETSC_FALSE;
399   PetscErrorCode ierr;
400 
401   PetscFunctionBegin;
402   ierr = PetscObjectReference((PetscObject)PrimalVertices);CHKERRQ(ierr);
403   if (pcbddc->user_primal_vertices) {
404     ierr = ISEqual(PrimalVertices,pcbddc->user_primal_vertices,&isequal);CHKERRQ(ierr);
405   }
406   ierr = ISDestroy(&pcbddc->user_primal_vertices);CHKERRQ(ierr);
407   ierr = ISDestroy(&pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
408   pcbddc->user_primal_vertices = PrimalVertices;
409   if (!isequal) pcbddc->recompute_topography = PETSC_TRUE;
410   PetscFunctionReturn(0);
411 }
412 /*@
413  PCBDDCSetPrimalVerticesIS - Set additional user defined primal vertices in PCBDDC
414 
415    Collective
416 
417    Input Parameters:
418 +  pc - the preconditioning context
419 -  PrimalVertices - index set of primal vertices in global numbering (can be empty)
420 
421    Level: intermediate
422 
423    Notes:
424      Any process can list any global node
425 
426 .seealso: PCBDDC
427 @*/
428 PetscErrorCode PCBDDCSetPrimalVerticesIS(PC pc, IS PrimalVertices)
429 {
430   PetscErrorCode ierr;
431 
432   PetscFunctionBegin;
433   PetscValidHeaderSpecific(pc,PC_CLASSID,1);
434   PetscValidHeaderSpecific(PrimalVertices,IS_CLASSID,2);
435   PetscCheckSameComm(pc,1,PrimalVertices,2);
436   ierr = PetscTryMethod(pc,"PCBDDCSetPrimalVerticesIS_C",(PC,IS),(pc,PrimalVertices));CHKERRQ(ierr);
437   PetscFunctionReturn(0);
438 }
439 
440 static PetscErrorCode PCBDDCSetPrimalVerticesLocalIS_BDDC(PC pc, IS PrimalVertices)
441 {
442   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
443   PetscBool      isequal = PETSC_FALSE;
444   PetscErrorCode ierr;
445 
446   PetscFunctionBegin;
447   ierr = PetscObjectReference((PetscObject)PrimalVertices);CHKERRQ(ierr);
448   if (pcbddc->user_primal_vertices_local) {
449     ierr = ISEqual(PrimalVertices,pcbddc->user_primal_vertices_local,&isequal);CHKERRQ(ierr);
450   }
451   ierr = ISDestroy(&pcbddc->user_primal_vertices);CHKERRQ(ierr);
452   ierr = ISDestroy(&pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
453   pcbddc->user_primal_vertices_local = PrimalVertices;
454   if (!isequal) pcbddc->recompute_topography = PETSC_TRUE;
455   PetscFunctionReturn(0);
456 }
457 /*@
458  PCBDDCSetPrimalVerticesLocalIS - Set additional user defined primal vertices in PCBDDC
459 
460    Collective
461 
462    Input Parameters:
463 +  pc - the preconditioning context
464 -  PrimalVertices - index set of primal vertices in local numbering (can be empty)
465 
466    Level: intermediate
467 
468    Notes:
469 
470 .seealso: PCBDDC
471 @*/
472 PetscErrorCode PCBDDCSetPrimalVerticesLocalIS(PC pc, IS PrimalVertices)
473 {
474   PetscErrorCode ierr;
475 
476   PetscFunctionBegin;
477   PetscValidHeaderSpecific(pc,PC_CLASSID,1);
478   PetscValidHeaderSpecific(PrimalVertices,IS_CLASSID,2);
479   PetscCheckSameComm(pc,1,PrimalVertices,2);
480   ierr = PetscTryMethod(pc,"PCBDDCSetPrimalVerticesLocalIS_C",(PC,IS),(pc,PrimalVertices));CHKERRQ(ierr);
481   PetscFunctionReturn(0);
482 }
483 
484 static PetscErrorCode PCBDDCSetCoarseningRatio_BDDC(PC pc,PetscInt k)
485 {
486   PC_BDDC  *pcbddc = (PC_BDDC*)pc->data;
487 
488   PetscFunctionBegin;
489   pcbddc->coarsening_ratio = k;
490   PetscFunctionReturn(0);
491 }
492 
493 /*@
494  PCBDDCSetCoarseningRatio - Set coarsening ratio used in multilevel
495 
496    Logically collective on PC
497 
498    Input Parameters:
499 +  pc - the preconditioning context
500 -  k - coarsening ratio (H/h at the coarser level)
501 
502    Options Database Keys:
503 .    -pc_bddc_coarsening_ratio
504 
505    Level: intermediate
506 
507    Notes:
508      Approximatively k subdomains at the finer level will be aggregated into a single subdomain at the coarser level
509 
510 .seealso: PCBDDC, PCBDDCSetLevels()
511 @*/
512 PetscErrorCode PCBDDCSetCoarseningRatio(PC pc,PetscInt k)
513 {
514   PetscErrorCode ierr;
515 
516   PetscFunctionBegin;
517   PetscValidHeaderSpecific(pc,PC_CLASSID,1);
518   PetscValidLogicalCollectiveInt(pc,k,2);
519   ierr = PetscTryMethod(pc,"PCBDDCSetCoarseningRatio_C",(PC,PetscInt),(pc,k));CHKERRQ(ierr);
520   PetscFunctionReturn(0);
521 }
522 
523 /* The following functions (PCBDDCSetUseExactDirichlet PCBDDCSetLevel) are not public */
524 static PetscErrorCode PCBDDCSetUseExactDirichlet_BDDC(PC pc,PetscBool flg)
525 {
526   PC_BDDC  *pcbddc = (PC_BDDC*)pc->data;
527 
528   PetscFunctionBegin;
529   pcbddc->use_exact_dirichlet_trick = flg;
530   PetscFunctionReturn(0);
531 }
532 
533 PetscErrorCode PCBDDCSetUseExactDirichlet(PC pc,PetscBool flg)
534 {
535   PetscErrorCode ierr;
536 
537   PetscFunctionBegin;
538   PetscValidHeaderSpecific(pc,PC_CLASSID,1);
539   PetscValidLogicalCollectiveBool(pc,flg,2);
540   ierr = PetscTryMethod(pc,"PCBDDCSetUseExactDirichlet_C",(PC,PetscBool),(pc,flg));CHKERRQ(ierr);
541   PetscFunctionReturn(0);
542 }
543 
544 static PetscErrorCode PCBDDCSetLevel_BDDC(PC pc,PetscInt level)
545 {
546   PC_BDDC  *pcbddc = (PC_BDDC*)pc->data;
547 
548   PetscFunctionBegin;
549   pcbddc->current_level = level;
550   PetscFunctionReturn(0);
551 }
552 
553 PetscErrorCode PCBDDCSetLevel(PC pc,PetscInt level)
554 {
555   PetscErrorCode ierr;
556 
557   PetscFunctionBegin;
558   PetscValidHeaderSpecific(pc,PC_CLASSID,1);
559   PetscValidLogicalCollectiveInt(pc,level,2);
560   ierr = PetscTryMethod(pc,"PCBDDCSetLevel_C",(PC,PetscInt),(pc,level));CHKERRQ(ierr);
561   PetscFunctionReturn(0);
562 }
563 
564 static PetscErrorCode PCBDDCSetLevels_BDDC(PC pc,PetscInt levels)
565 {
566   PC_BDDC  *pcbddc = (PC_BDDC*)pc->data;
567 
568   PetscFunctionBegin;
569   pcbddc->max_levels = levels;
570   PetscFunctionReturn(0);
571 }
572 
573 /*@
574  PCBDDCSetLevels - Sets the maximum number of levels for multilevel
575 
576    Logically collective on PC
577 
578    Input Parameters:
579 +  pc - the preconditioning context
580 -  levels - the maximum number of levels (max 9)
581 
582    Options Database Keys:
583 .    -pc_bddc_levels
584 
585    Level: intermediate
586 
587    Notes:
588      Default value is 0, i.e. traditional one-level BDDC
589 
590 .seealso: PCBDDC, PCBDDCSetCoarseningRatio()
591 @*/
592 PetscErrorCode PCBDDCSetLevels(PC pc,PetscInt levels)
593 {
594   PetscErrorCode ierr;
595 
596   PetscFunctionBegin;
597   PetscValidHeaderSpecific(pc,PC_CLASSID,1);
598   PetscValidLogicalCollectiveInt(pc,levels,2);
599   if (levels > 99) SETERRQ(PetscObjectComm((PetscObject)pc),PETSC_ERR_SUP,"Maximum number of levels for bddc is 99\n");
600   ierr = PetscTryMethod(pc,"PCBDDCSetLevels_C",(PC,PetscInt),(pc,levels));CHKERRQ(ierr);
601   PetscFunctionReturn(0);
602 }
603 
604 static PetscErrorCode PCBDDCSetDirichletBoundaries_BDDC(PC pc,IS DirichletBoundaries)
605 {
606   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
607   PetscBool      isequal = PETSC_FALSE;
608   PetscErrorCode ierr;
609 
610   PetscFunctionBegin;
611   ierr = PetscObjectReference((PetscObject)DirichletBoundaries);CHKERRQ(ierr);
612   if (pcbddc->DirichletBoundaries) {
613     ierr = ISEqual(DirichletBoundaries,pcbddc->DirichletBoundaries,&isequal);CHKERRQ(ierr);
614   }
615   /* last user setting takes precendence -> destroy any other customization */
616   ierr = ISDestroy(&pcbddc->DirichletBoundariesLocal);CHKERRQ(ierr);
617   ierr = ISDestroy(&pcbddc->DirichletBoundaries);CHKERRQ(ierr);
618   pcbddc->DirichletBoundaries = DirichletBoundaries;
619   if (!isequal) pcbddc->recompute_topography = PETSC_TRUE;
620   PetscFunctionReturn(0);
621 }
622 
623 /*@
624  PCBDDCSetDirichletBoundaries - Set IS defining Dirichlet boundaries for the global problem.
625 
626    Collective
627 
628    Input Parameters:
629 +  pc - the preconditioning context
630 -  DirichletBoundaries - parallel IS defining the Dirichlet boundaries
631 
632    Level: intermediate
633 
634    Notes:
635      Provide the information if you used MatZeroRows/Columns routines. Any process can list any global node
636 
637 .seealso: PCBDDC, PCBDDCSetDirichletBoundariesLocal(), MatZeroRows(), MatZeroRowsColumns()
638 @*/
639 PetscErrorCode PCBDDCSetDirichletBoundaries(PC pc,IS DirichletBoundaries)
640 {
641   PetscErrorCode ierr;
642 
643   PetscFunctionBegin;
644   PetscValidHeaderSpecific(pc,PC_CLASSID,1);
645   PetscValidHeaderSpecific(DirichletBoundaries,IS_CLASSID,2);
646   PetscCheckSameComm(pc,1,DirichletBoundaries,2);
647   ierr = PetscTryMethod(pc,"PCBDDCSetDirichletBoundaries_C",(PC,IS),(pc,DirichletBoundaries));CHKERRQ(ierr);
648   PetscFunctionReturn(0);
649 }
650 
651 static PetscErrorCode PCBDDCSetDirichletBoundariesLocal_BDDC(PC pc,IS DirichletBoundaries)
652 {
653   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
654   PetscBool      isequal = PETSC_FALSE;
655   PetscErrorCode ierr;
656 
657   PetscFunctionBegin;
658   ierr = PetscObjectReference((PetscObject)DirichletBoundaries);CHKERRQ(ierr);
659   if (pcbddc->DirichletBoundariesLocal) {
660     ierr = ISEqual(DirichletBoundaries,pcbddc->DirichletBoundariesLocal,&isequal);CHKERRQ(ierr);
661   }
662   /* last user setting takes precendence -> destroy any other customization */
663   ierr = ISDestroy(&pcbddc->DirichletBoundariesLocal);CHKERRQ(ierr);
664   ierr = ISDestroy(&pcbddc->DirichletBoundaries);CHKERRQ(ierr);
665   pcbddc->DirichletBoundariesLocal = DirichletBoundaries;
666   if (!isequal) pcbddc->recompute_topography = PETSC_TRUE;
667   PetscFunctionReturn(0);
668 }
669 
670 /*@
671  PCBDDCSetDirichletBoundariesLocal - Set IS defining Dirichlet boundaries for the global problem in local ordering.
672 
673    Collective
674 
675    Input Parameters:
676 +  pc - the preconditioning context
677 -  DirichletBoundaries - parallel IS defining the Dirichlet boundaries (in local ordering)
678 
679    Level: intermediate
680 
681    Notes:
682 
683 .seealso: PCBDDC, PCBDDCSetDirichletBoundaries(), MatZeroRows(), MatZeroRowsColumns()
684 @*/
685 PetscErrorCode PCBDDCSetDirichletBoundariesLocal(PC pc,IS DirichletBoundaries)
686 {
687   PetscErrorCode ierr;
688 
689   PetscFunctionBegin;
690   PetscValidHeaderSpecific(pc,PC_CLASSID,1);
691   PetscValidHeaderSpecific(DirichletBoundaries,IS_CLASSID,2);
692   PetscCheckSameComm(pc,1,DirichletBoundaries,2);
693   ierr = PetscTryMethod(pc,"PCBDDCSetDirichletBoundariesLocal_C",(PC,IS),(pc,DirichletBoundaries));CHKERRQ(ierr);
694   PetscFunctionReturn(0);
695 }
696 
697 static PetscErrorCode PCBDDCSetNeumannBoundaries_BDDC(PC pc,IS NeumannBoundaries)
698 {
699   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
700   PetscBool      isequal = PETSC_FALSE;
701   PetscErrorCode ierr;
702 
703   PetscFunctionBegin;
704   ierr = PetscObjectReference((PetscObject)NeumannBoundaries);CHKERRQ(ierr);
705   if (pcbddc->NeumannBoundaries) {
706     ierr = ISEqual(NeumannBoundaries,pcbddc->NeumannBoundaries,&isequal);CHKERRQ(ierr);
707   }
708   /* last user setting takes precendence -> destroy any other customization */
709   ierr = ISDestroy(&pcbddc->NeumannBoundariesLocal);CHKERRQ(ierr);
710   ierr = ISDestroy(&pcbddc->NeumannBoundaries);CHKERRQ(ierr);
711   pcbddc->NeumannBoundaries = NeumannBoundaries;
712   if (!isequal) pcbddc->recompute_topography = PETSC_TRUE;
713   PetscFunctionReturn(0);
714 }
715 
716 /*@
717  PCBDDCSetNeumannBoundaries - Set IS defining Neumann boundaries for the global problem.
718 
719    Collective
720 
721    Input Parameters:
722 +  pc - the preconditioning context
723 -  NeumannBoundaries - parallel IS defining the Neumann boundaries
724 
725    Level: intermediate
726 
727    Notes:
728      Any process can list any global node
729 
730 .seealso: PCBDDC, PCBDDCSetNeumannBoundariesLocal()
731 @*/
732 PetscErrorCode PCBDDCSetNeumannBoundaries(PC pc,IS NeumannBoundaries)
733 {
734   PetscErrorCode ierr;
735 
736   PetscFunctionBegin;
737   PetscValidHeaderSpecific(pc,PC_CLASSID,1);
738   PetscValidHeaderSpecific(NeumannBoundaries,IS_CLASSID,2);
739   PetscCheckSameComm(pc,1,NeumannBoundaries,2);
740   ierr = PetscTryMethod(pc,"PCBDDCSetNeumannBoundaries_C",(PC,IS),(pc,NeumannBoundaries));CHKERRQ(ierr);
741   PetscFunctionReturn(0);
742 }
743 
744 static PetscErrorCode PCBDDCSetNeumannBoundariesLocal_BDDC(PC pc,IS NeumannBoundaries)
745 {
746   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
747   PetscBool      isequal = PETSC_FALSE;
748   PetscErrorCode ierr;
749 
750   PetscFunctionBegin;
751   ierr = PetscObjectReference((PetscObject)NeumannBoundaries);CHKERRQ(ierr);
752   if (pcbddc->NeumannBoundariesLocal) {
753     ierr = ISEqual(NeumannBoundaries,pcbddc->NeumannBoundariesLocal,&isequal);CHKERRQ(ierr);
754   }
755   /* last user setting takes precendence -> destroy any other customization */
756   ierr = ISDestroy(&pcbddc->NeumannBoundariesLocal);CHKERRQ(ierr);
757   ierr = ISDestroy(&pcbddc->NeumannBoundaries);CHKERRQ(ierr);
758   pcbddc->NeumannBoundariesLocal = NeumannBoundaries;
759   if (!isequal) pcbddc->recompute_topography = PETSC_TRUE;
760   PetscFunctionReturn(0);
761 }
762 
763 /*@
764  PCBDDCSetNeumannBoundariesLocal - Set IS defining Neumann boundaries for the global problem in local ordering.
765 
766    Collective
767 
768    Input Parameters:
769 +  pc - the preconditioning context
770 -  NeumannBoundaries - parallel IS defining the subdomain part of Neumann boundaries (in local ordering)
771 
772    Level: intermediate
773 
774    Notes:
775 
776 .seealso: PCBDDC, PCBDDCSetNeumannBoundaries()
777 @*/
778 PetscErrorCode PCBDDCSetNeumannBoundariesLocal(PC pc,IS NeumannBoundaries)
779 {
780   PetscErrorCode ierr;
781 
782   PetscFunctionBegin;
783   PetscValidHeaderSpecific(pc,PC_CLASSID,1);
784   PetscValidHeaderSpecific(NeumannBoundaries,IS_CLASSID,2);
785   PetscCheckSameComm(pc,1,NeumannBoundaries,2);
786   ierr = PetscTryMethod(pc,"PCBDDCSetNeumannBoundariesLocal_C",(PC,IS),(pc,NeumannBoundaries));CHKERRQ(ierr);
787   PetscFunctionReturn(0);
788 }
789 
790 static PetscErrorCode PCBDDCGetDirichletBoundaries_BDDC(PC pc,IS *DirichletBoundaries)
791 {
792   PC_BDDC  *pcbddc = (PC_BDDC*)pc->data;
793 
794   PetscFunctionBegin;
795   *DirichletBoundaries = pcbddc->DirichletBoundaries;
796   PetscFunctionReturn(0);
797 }
798 
799 /*@
800  PCBDDCGetDirichletBoundaries - Get parallel IS for Dirichlet boundaries
801 
802    Collective
803 
804    Input Parameters:
805 .  pc - the preconditioning context
806 
807    Output Parameters:
808 .  DirichletBoundaries - index set defining the Dirichlet boundaries
809 
810    Level: intermediate
811 
812    Notes:
813      The IS returned (if any) is the same passed in earlier by the user with PCBDDCSetDirichletBoundaries
814 
815 .seealso: PCBDDC
816 @*/
817 PetscErrorCode PCBDDCGetDirichletBoundaries(PC pc,IS *DirichletBoundaries)
818 {
819   PetscErrorCode ierr;
820 
821   PetscFunctionBegin;
822   PetscValidHeaderSpecific(pc,PC_CLASSID,1);
823   ierr = PetscUseMethod(pc,"PCBDDCGetDirichletBoundaries_C",(PC,IS*),(pc,DirichletBoundaries));CHKERRQ(ierr);
824   PetscFunctionReturn(0);
825 }
826 
827 static PetscErrorCode PCBDDCGetDirichletBoundariesLocal_BDDC(PC pc,IS *DirichletBoundaries)
828 {
829   PC_BDDC  *pcbddc = (PC_BDDC*)pc->data;
830 
831   PetscFunctionBegin;
832   *DirichletBoundaries = pcbddc->DirichletBoundariesLocal;
833   PetscFunctionReturn(0);
834 }
835 
836 /*@
837  PCBDDCGetDirichletBoundariesLocal - Get parallel IS for Dirichlet boundaries (in local ordering)
838 
839    Collective
840 
841    Input Parameters:
842 .  pc - the preconditioning context
843 
844    Output Parameters:
845 .  DirichletBoundaries - index set defining the subdomain part of Dirichlet boundaries
846 
847    Level: intermediate
848 
849    Notes:
850      The IS returned could be the same passed in earlier by the user (if provided with PCBDDCSetDirichletBoundariesLocal) or a global-to-local map of the global IS (if provided with PCBDDCSetDirichletBoundaries).
851           In the latter case, the IS will be available after PCSetUp.
852 
853 .seealso: PCBDDC
854 @*/
855 PetscErrorCode PCBDDCGetDirichletBoundariesLocal(PC pc,IS *DirichletBoundaries)
856 {
857   PetscErrorCode ierr;
858 
859   PetscFunctionBegin;
860   PetscValidHeaderSpecific(pc,PC_CLASSID,1);
861   ierr = PetscUseMethod(pc,"PCBDDCGetDirichletBoundariesLocal_C",(PC,IS*),(pc,DirichletBoundaries));CHKERRQ(ierr);
862   PetscFunctionReturn(0);
863 }
864 
865 static PetscErrorCode PCBDDCGetNeumannBoundaries_BDDC(PC pc,IS *NeumannBoundaries)
866 {
867   PC_BDDC  *pcbddc = (PC_BDDC*)pc->data;
868 
869   PetscFunctionBegin;
870   *NeumannBoundaries = pcbddc->NeumannBoundaries;
871   PetscFunctionReturn(0);
872 }
873 
874 /*@
875  PCBDDCGetNeumannBoundaries - Get parallel IS for Neumann boundaries
876 
877    Collective
878 
879    Input Parameters:
880 .  pc - the preconditioning context
881 
882    Output Parameters:
883 .  NeumannBoundaries - index set defining the Neumann boundaries
884 
885    Level: intermediate
886 
887    Notes:
888      The IS returned (if any) is the same passed in earlier by the user with PCBDDCSetNeumannBoundaries
889 
890 .seealso: PCBDDC
891 @*/
892 PetscErrorCode PCBDDCGetNeumannBoundaries(PC pc,IS *NeumannBoundaries)
893 {
894   PetscErrorCode ierr;
895 
896   PetscFunctionBegin;
897   PetscValidHeaderSpecific(pc,PC_CLASSID,1);
898   ierr = PetscUseMethod(pc,"PCBDDCGetNeumannBoundaries_C",(PC,IS*),(pc,NeumannBoundaries));CHKERRQ(ierr);
899   PetscFunctionReturn(0);
900 }
901 
902 static PetscErrorCode PCBDDCGetNeumannBoundariesLocal_BDDC(PC pc,IS *NeumannBoundaries)
903 {
904   PC_BDDC  *pcbddc = (PC_BDDC*)pc->data;
905 
906   PetscFunctionBegin;
907   *NeumannBoundaries = pcbddc->NeumannBoundariesLocal;
908   PetscFunctionReturn(0);
909 }
910 
911 /*@
912  PCBDDCGetNeumannBoundariesLocal - Get parallel IS for Neumann boundaries (in local ordering)
913 
914    Collective
915 
916    Input Parameters:
917 .  pc - the preconditioning context
918 
919    Output Parameters:
920 .  NeumannBoundaries - index set defining the subdomain part of Neumann boundaries
921 
922    Level: intermediate
923 
924    Notes:
925      The IS returned could be the same passed in earlier by the user (if provided with PCBDDCSetNeumannBoundariesLocal) or a global-to-local map of the global IS (if provided with PCBDDCSetNeumannBoundaries).
926           In the latter case, the IS will be available after PCSetUp.
927 
928 .seealso: PCBDDC
929 @*/
930 PetscErrorCode PCBDDCGetNeumannBoundariesLocal(PC pc,IS *NeumannBoundaries)
931 {
932   PetscErrorCode ierr;
933 
934   PetscFunctionBegin;
935   PetscValidHeaderSpecific(pc,PC_CLASSID,1);
936   ierr = PetscUseMethod(pc,"PCBDDCGetNeumannBoundariesLocal_C",(PC,IS*),(pc,NeumannBoundaries));CHKERRQ(ierr);
937   PetscFunctionReturn(0);
938 }
939 
940 static PetscErrorCode PCBDDCSetLocalAdjacencyGraph_BDDC(PC pc, PetscInt nvtxs,const PetscInt xadj[],const PetscInt adjncy[], PetscCopyMode copymode)
941 {
942   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
943   PCBDDCGraph    mat_graph = pcbddc->mat_graph;
944   PetscBool      same_data = PETSC_FALSE;
945   PetscErrorCode ierr;
946 
947   PetscFunctionBegin;
948   if (!nvtxs) {
949     if (copymode == PETSC_OWN_POINTER) {
950       ierr = PetscFree(xadj);CHKERRQ(ierr);
951       ierr = PetscFree(adjncy);CHKERRQ(ierr);
952     }
953     ierr = PCBDDCGraphResetCSR(mat_graph);CHKERRQ(ierr);
954     PetscFunctionReturn(0);
955   }
956   if (mat_graph->nvtxs == nvtxs && mat_graph->freecsr) { /* we own the data */
957     if (mat_graph->xadj == xadj && mat_graph->adjncy == adjncy) same_data = PETSC_TRUE;
958     if (!same_data && mat_graph->xadj[nvtxs] == xadj[nvtxs]) {
959       ierr = PetscMemcmp(xadj,mat_graph->xadj,(nvtxs+1)*sizeof(PetscInt),&same_data);CHKERRQ(ierr);
960       if (same_data) {
961         ierr = PetscMemcmp(adjncy,mat_graph->adjncy,xadj[nvtxs]*sizeof(PetscInt),&same_data);CHKERRQ(ierr);
962       }
963     }
964   }
965   if (!same_data) {
966     /* free old CSR */
967     ierr = PCBDDCGraphResetCSR(mat_graph);CHKERRQ(ierr);
968     /* get CSR into graph structure */
969     if (copymode == PETSC_COPY_VALUES) {
970       ierr = PetscMalloc1(nvtxs+1,&mat_graph->xadj);CHKERRQ(ierr);
971       ierr = PetscMalloc1(xadj[nvtxs],&mat_graph->adjncy);CHKERRQ(ierr);
972       ierr = PetscMemcpy(mat_graph->xadj,xadj,(nvtxs+1)*sizeof(PetscInt));CHKERRQ(ierr);
973       ierr = PetscMemcpy(mat_graph->adjncy,adjncy,xadj[nvtxs]*sizeof(PetscInt));CHKERRQ(ierr);
974       mat_graph->freecsr = PETSC_TRUE;
975     } else if (copymode == PETSC_OWN_POINTER) {
976       mat_graph->xadj    = (PetscInt*)xadj;
977       mat_graph->adjncy  = (PetscInt*)adjncy;
978       mat_graph->freecsr = PETSC_TRUE;
979     } else if (copymode == PETSC_USE_POINTER) {
980       mat_graph->xadj    = (PetscInt*)xadj;
981       mat_graph->adjncy  = (PetscInt*)adjncy;
982       mat_graph->freecsr = PETSC_FALSE;
983     } else SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_SUP,"Unsupported copy mode %d",copymode);
984     mat_graph->nvtxs_csr = nvtxs;
985     pcbddc->recompute_topography = PETSC_TRUE;
986   }
987   PetscFunctionReturn(0);
988 }
989 
990 /*@
991  PCBDDCSetLocalAdjacencyGraph - Set adjacency structure (CSR graph) of the local degrees of freedom.
992 
993    Not collective
994 
995    Input Parameters:
996 +  pc - the preconditioning context.
997 .  nvtxs - number of local vertices of the graph (i.e., the number of local dofs).
998 .  xadj, adjncy - the connectivity of the dofs in CSR format.
999 -  copymode - supported modes are PETSC_COPY_VALUES, PETSC_USE_POINTER or PETSC_OWN_POINTER.
1000 
1001    Level: intermediate
1002 
1003    Notes: A dof is considered connected with all local dofs if xadj[dof+1]-xadj[dof] == 1 and adjncy[xadj[dof]] is negative.
1004 
1005 .seealso: PCBDDC,PetscCopyMode
1006 @*/
1007 PetscErrorCode PCBDDCSetLocalAdjacencyGraph(PC pc,PetscInt nvtxs,const PetscInt xadj[],const PetscInt adjncy[], PetscCopyMode copymode)
1008 {
1009   void (*f)(void) = 0;
1010   PetscErrorCode ierr;
1011 
1012   PetscFunctionBegin;
1013   PetscValidHeaderSpecific(pc,PC_CLASSID,1);
1014   if (nvtxs) {
1015     PetscValidIntPointer(xadj,3);
1016     if (xadj[nvtxs]) PetscValidIntPointer(adjncy,4);
1017   }
1018   ierr = PetscTryMethod(pc,"PCBDDCSetLocalAdjacencyGraph_C",(PC,PetscInt,const PetscInt[],const PetscInt[],PetscCopyMode),(pc,nvtxs,xadj,adjncy,copymode));CHKERRQ(ierr);
1019   /* free arrays if PCBDDC is not the PC type */
1020   ierr = PetscObjectQueryFunction((PetscObject)pc,"PCBDDCSetLocalAdjacencyGraph_C",&f);CHKERRQ(ierr);
1021   if (!f && copymode == PETSC_OWN_POINTER) {
1022     ierr = PetscFree(xadj);CHKERRQ(ierr);
1023     ierr = PetscFree(adjncy);CHKERRQ(ierr);
1024   }
1025   PetscFunctionReturn(0);
1026 }
1027 
1028 static PetscErrorCode PCBDDCSetDofsSplittingLocal_BDDC(PC pc,PetscInt n_is, IS ISForDofs[])
1029 {
1030   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
1031   PetscInt       i;
1032   PetscBool      isequal = PETSC_FALSE;
1033   PetscErrorCode ierr;
1034 
1035   PetscFunctionBegin;
1036   if (pcbddc->n_ISForDofsLocal == n_is) {
1037     for (i=0;i<n_is;i++) {
1038       PetscBool isequalt;
1039       ierr = ISEqual(ISForDofs[i],pcbddc->ISForDofsLocal[i],&isequalt);CHKERRQ(ierr);
1040       if (!isequalt) break;
1041     }
1042     if (i == n_is) isequal = PETSC_TRUE;
1043   }
1044   for (i=0;i<n_is;i++) {
1045     ierr = PetscObjectReference((PetscObject)ISForDofs[i]);CHKERRQ(ierr);
1046   }
1047   /* Destroy ISes if they were already set */
1048   for (i=0;i<pcbddc->n_ISForDofsLocal;i++) {
1049     ierr = ISDestroy(&pcbddc->ISForDofsLocal[i]);CHKERRQ(ierr);
1050   }
1051   ierr = PetscFree(pcbddc->ISForDofsLocal);CHKERRQ(ierr);
1052   /* last user setting takes precendence -> destroy any other customization */
1053   for (i=0;i<pcbddc->n_ISForDofs;i++) {
1054     ierr = ISDestroy(&pcbddc->ISForDofs[i]);CHKERRQ(ierr);
1055   }
1056   ierr = PetscFree(pcbddc->ISForDofs);CHKERRQ(ierr);
1057   pcbddc->n_ISForDofs = 0;
1058   /* allocate space then set */
1059   if (n_is) {
1060     ierr = PetscMalloc1(n_is,&pcbddc->ISForDofsLocal);CHKERRQ(ierr);
1061   }
1062   for (i=0;i<n_is;i++) {
1063     pcbddc->ISForDofsLocal[i] = ISForDofs[i];
1064   }
1065   pcbddc->n_ISForDofsLocal = n_is;
1066   if (n_is) pcbddc->user_provided_isfordofs = PETSC_TRUE;
1067   if (!isequal) pcbddc->recompute_topography = PETSC_TRUE;
1068   PetscFunctionReturn(0);
1069 }
1070 
1071 /*@
1072  PCBDDCSetDofsSplittingLocal - Set index sets defining fields of the local subdomain matrix
1073 
1074    Collective
1075 
1076    Input Parameters:
1077 +  pc - the preconditioning context
1078 .  n_is - number of index sets defining the fields
1079 -  ISForDofs - array of IS describing the fields in local ordering
1080 
1081    Level: intermediate
1082 
1083    Notes:
1084      n_is should be the same among processes. Not all nodes need to be listed: unlisted nodes will belong to the complement field.
1085 
1086 .seealso: PCBDDC
1087 @*/
1088 PetscErrorCode PCBDDCSetDofsSplittingLocal(PC pc,PetscInt n_is, IS ISForDofs[])
1089 {
1090   PetscInt       i;
1091   PetscErrorCode ierr;
1092 
1093   PetscFunctionBegin;
1094   PetscValidHeaderSpecific(pc,PC_CLASSID,1);
1095   PetscValidLogicalCollectiveInt(pc,n_is,2);
1096   for (i=0;i<n_is;i++) {
1097     PetscCheckSameComm(pc,1,ISForDofs[i],3);
1098     PetscValidHeaderSpecific(ISForDofs[i],IS_CLASSID,3);
1099   }
1100   ierr = PetscTryMethod(pc,"PCBDDCSetDofsSplittingLocal_C",(PC,PetscInt,IS[]),(pc,n_is,ISForDofs));CHKERRQ(ierr);
1101   PetscFunctionReturn(0);
1102 }
1103 
1104 static PetscErrorCode PCBDDCSetDofsSplitting_BDDC(PC pc,PetscInt n_is, IS ISForDofs[])
1105 {
1106   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
1107   PetscInt       i;
1108   PetscBool      isequal = PETSC_FALSE;
1109   PetscErrorCode ierr;
1110 
1111   PetscFunctionBegin;
1112   if (pcbddc->n_ISForDofs == n_is) {
1113     for (i=0;i<n_is;i++) {
1114       PetscBool isequalt;
1115       ierr = ISEqual(ISForDofs[i],pcbddc->ISForDofs[i],&isequalt);CHKERRQ(ierr);
1116       if (!isequalt) break;
1117     }
1118     if (i == n_is) isequal = PETSC_TRUE;
1119   }
1120   for (i=0;i<n_is;i++) {
1121     ierr = PetscObjectReference((PetscObject)ISForDofs[i]);CHKERRQ(ierr);
1122   }
1123   /* Destroy ISes if they were already set */
1124   for (i=0;i<pcbddc->n_ISForDofs;i++) {
1125     ierr = ISDestroy(&pcbddc->ISForDofs[i]);CHKERRQ(ierr);
1126   }
1127   ierr = PetscFree(pcbddc->ISForDofs);CHKERRQ(ierr);
1128   /* last user setting takes precendence -> destroy any other customization */
1129   for (i=0;i<pcbddc->n_ISForDofsLocal;i++) {
1130     ierr = ISDestroy(&pcbddc->ISForDofsLocal[i]);CHKERRQ(ierr);
1131   }
1132   ierr = PetscFree(pcbddc->ISForDofsLocal);CHKERRQ(ierr);
1133   pcbddc->n_ISForDofsLocal = 0;
1134   /* allocate space then set */
1135   if (n_is) {
1136     ierr = PetscMalloc1(n_is,&pcbddc->ISForDofs);CHKERRQ(ierr);
1137   }
1138   for (i=0;i<n_is;i++) {
1139     pcbddc->ISForDofs[i] = ISForDofs[i];
1140   }
1141   pcbddc->n_ISForDofs = n_is;
1142   if (n_is) pcbddc->user_provided_isfordofs = PETSC_TRUE;
1143   if (!isequal) pcbddc->recompute_topography = PETSC_TRUE;
1144   PetscFunctionReturn(0);
1145 }
1146 
1147 /*@
1148  PCBDDCSetDofsSplitting - Set index sets defining fields of the global matrix
1149 
1150    Collective
1151 
1152    Input Parameters:
1153 +  pc - the preconditioning context
1154 .  n_is - number of index sets defining the fields
1155 -  ISForDofs - array of IS describing the fields in global ordering
1156 
1157    Level: intermediate
1158 
1159    Notes:
1160      Any process can list any global node. Not all nodes need to be listed: unlisted nodes will belong to the complement field.
1161 
1162 .seealso: PCBDDC
1163 @*/
1164 PetscErrorCode PCBDDCSetDofsSplitting(PC pc,PetscInt n_is, IS ISForDofs[])
1165 {
1166   PetscInt       i;
1167   PetscErrorCode ierr;
1168 
1169   PetscFunctionBegin;
1170   PetscValidHeaderSpecific(pc,PC_CLASSID,1);
1171   PetscValidLogicalCollectiveInt(pc,n_is,2);
1172   for (i=0;i<n_is;i++) {
1173     PetscValidHeaderSpecific(ISForDofs[i],IS_CLASSID,3);
1174     PetscCheckSameComm(pc,1,ISForDofs[i],3);
1175   }
1176   ierr = PetscTryMethod(pc,"PCBDDCSetDofsSplitting_C",(PC,PetscInt,IS[]),(pc,n_is,ISForDofs));CHKERRQ(ierr);
1177   PetscFunctionReturn(0);
1178 }
1179 
1180 /*
1181    PCPreSolve_BDDC - Changes the right hand side and (if necessary) the initial
1182                      guess if a transformation of basis approach has been selected.
1183 
1184    Input Parameter:
1185 +  pc - the preconditioner contex
1186 
1187    Application Interface Routine: PCPreSolve()
1188 
1189    Notes:
1190      The interface routine PCPreSolve() is not usually called directly by
1191    the user, but instead is called by KSPSolve().
1192 */
1193 static PetscErrorCode PCPreSolve_BDDC(PC pc, KSP ksp, Vec rhs, Vec x)
1194 {
1195   PetscErrorCode ierr;
1196   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
1197   PC_IS          *pcis = (PC_IS*)(pc->data);
1198   Vec            used_vec;
1199   PetscBool      save_rhs = PETSC_TRUE, benign_correction_computed;
1200 
1201   PetscFunctionBegin;
1202   /* if we are working with CG, one dirichlet solve can be avoided during Krylov iterations */
1203   if (ksp) {
1204     PetscBool iscg, isgroppcg, ispipecg, ispipecgrr;
1205     ierr = PetscObjectTypeCompare((PetscObject)ksp,KSPCG,&iscg);CHKERRQ(ierr);
1206     ierr = PetscObjectTypeCompare((PetscObject)ksp,KSPGROPPCG,&isgroppcg);CHKERRQ(ierr);
1207     ierr = PetscObjectTypeCompare((PetscObject)ksp,KSPPIPECG,&ispipecg);CHKERRQ(ierr);
1208     ierr = PetscObjectTypeCompare((PetscObject)ksp,KSPPIPECGRR,&ispipecgrr);CHKERRQ(ierr);
1209     if (pcbddc->benign_apply_coarse_only || pcbddc->switch_static || (!iscg && !isgroppcg && !ispipecg && !ispipecgrr)) {
1210       ierr = PCBDDCSetUseExactDirichlet(pc,PETSC_FALSE);CHKERRQ(ierr);
1211     }
1212   }
1213   if (pcbddc->benign_apply_coarse_only || pcbddc->switch_static) {
1214     ierr = PCBDDCSetUseExactDirichlet(pc,PETSC_FALSE);CHKERRQ(ierr);
1215   }
1216 
1217   /* Creates parallel work vectors used in presolve */
1218   if (!pcbddc->original_rhs) {
1219     ierr = VecDuplicate(pcis->vec1_global,&pcbddc->original_rhs);CHKERRQ(ierr);
1220   }
1221   if (!pcbddc->temp_solution) {
1222     ierr = VecDuplicate(pcis->vec1_global,&pcbddc->temp_solution);CHKERRQ(ierr);
1223   }
1224 
1225   pcbddc->temp_solution_used = PETSC_FALSE;
1226   if (x) {
1227     ierr = PetscObjectReference((PetscObject)x);CHKERRQ(ierr);
1228     used_vec = x;
1229   } else { /* it can only happen when calling PCBDDCMatFETIDPGetRHS */
1230     ierr = PetscObjectReference((PetscObject)pcbddc->temp_solution);CHKERRQ(ierr);
1231     used_vec = pcbddc->temp_solution;
1232     ierr = VecSet(used_vec,0.0);CHKERRQ(ierr);
1233     pcbddc->temp_solution_used = PETSC_TRUE;
1234     ierr = VecCopy(rhs,pcbddc->original_rhs);CHKERRQ(ierr);
1235     save_rhs = PETSC_FALSE;
1236     pcbddc->eliminate_dirdofs = PETSC_TRUE;
1237   }
1238 
1239   /* hack into ksp data structure since PCPreSolve comes earlier than setting to zero the guess in src/ksp/ksp/interface/itfunc.c */
1240   if (ksp) {
1241     /* store the flag for the initial guess since it will be restored back during PCPostSolve_BDDC */
1242     ierr = KSPGetInitialGuessNonzero(ksp,&pcbddc->ksp_guess_nonzero);CHKERRQ(ierr);
1243     if (!pcbddc->ksp_guess_nonzero) {
1244       ierr = VecSet(used_vec,0.0);CHKERRQ(ierr);
1245     }
1246   }
1247 
1248   pcbddc->rhs_change = PETSC_FALSE;
1249   /* Take into account zeroed rows -> change rhs and store solution removed */
1250   if (rhs && pcbddc->eliminate_dirdofs) {
1251     IS dirIS = NULL;
1252 
1253     /* DirichletBoundariesLocal may not be consistent among neighbours; gets a dirichlet dofs IS from graph (may be cached) */
1254     ierr = PCBDDCGraphGetDirichletDofs(pcbddc->mat_graph,&dirIS);CHKERRQ(ierr);
1255     if (dirIS) {
1256       Mat_IS            *matis = (Mat_IS*)pc->pmat->data;
1257       PetscInt          dirsize,i,*is_indices;
1258       PetscScalar       *array_x;
1259       const PetscScalar *array_diagonal;
1260 
1261       ierr = MatGetDiagonal(pc->pmat,pcis->vec1_global);CHKERRQ(ierr);
1262       ierr = VecPointwiseDivide(pcis->vec1_global,rhs,pcis->vec1_global);CHKERRQ(ierr);
1263       ierr = VecScatterBegin(matis->rctx,pcis->vec1_global,pcis->vec2_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1264       ierr = VecScatterEnd(matis->rctx,pcis->vec1_global,pcis->vec2_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1265       ierr = VecScatterBegin(matis->rctx,used_vec,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1266       ierr = VecScatterEnd(matis->rctx,used_vec,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1267       ierr = ISGetLocalSize(dirIS,&dirsize);CHKERRQ(ierr);
1268       ierr = VecGetArray(pcis->vec1_N,&array_x);CHKERRQ(ierr);
1269       ierr = VecGetArrayRead(pcis->vec2_N,&array_diagonal);CHKERRQ(ierr);
1270       ierr = ISGetIndices(dirIS,(const PetscInt**)&is_indices);CHKERRQ(ierr);
1271       for (i=0; i<dirsize; i++) array_x[is_indices[i]] = array_diagonal[is_indices[i]];
1272       ierr = ISRestoreIndices(dirIS,(const PetscInt**)&is_indices);CHKERRQ(ierr);
1273       ierr = VecRestoreArrayRead(pcis->vec2_N,&array_diagonal);CHKERRQ(ierr);
1274       ierr = VecRestoreArray(pcis->vec1_N,&array_x);CHKERRQ(ierr);
1275       ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,used_vec,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1276       ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,used_vec,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1277       pcbddc->rhs_change = PETSC_TRUE;
1278       ierr = ISDestroy(&dirIS);CHKERRQ(ierr);
1279     }
1280   }
1281 
1282   /* remove the computed solution or the initial guess from the rhs */
1283   if (pcbddc->rhs_change || (ksp && pcbddc->ksp_guess_nonzero) ) {
1284     /* save the original rhs */
1285     if (save_rhs) {
1286       ierr = VecSwap(rhs,pcbddc->original_rhs);CHKERRQ(ierr);
1287       save_rhs = PETSC_FALSE;
1288     }
1289     pcbddc->rhs_change = PETSC_TRUE;
1290     ierr = VecScale(used_vec,-1.0);CHKERRQ(ierr);
1291     ierr = MatMultAdd(pc->mat,used_vec,pcbddc->original_rhs,rhs);CHKERRQ(ierr);
1292     ierr = VecScale(used_vec,-1.0);CHKERRQ(ierr);
1293     ierr = VecCopy(used_vec,pcbddc->temp_solution);CHKERRQ(ierr);
1294     pcbddc->temp_solution_used = PETSC_TRUE;
1295     if (ksp) {
1296       ierr = KSPSetInitialGuessNonzero(ksp,PETSC_FALSE);CHKERRQ(ierr);
1297     }
1298   }
1299   ierr = VecDestroy(&used_vec);CHKERRQ(ierr);
1300 
1301   /* compute initial vector in benign space if needed
1302      and remove non-benign solution from the rhs */
1303   benign_correction_computed = PETSC_FALSE;
1304   if (rhs && pcbddc->benign_compute_correction && pcbddc->benign_have_null) {
1305     /* compute u^*_h using ideas similar to those in Xuemin Tu's PhD thesis (see Section 4.8.1)
1306        Recursively apply BDDC in the multilevel case */
1307     if (!pcbddc->benign_vec) {
1308       ierr = VecDuplicate(rhs,&pcbddc->benign_vec);CHKERRQ(ierr);
1309     }
1310     pcbddc->benign_apply_coarse_only = PETSC_TRUE;
1311     if (!pcbddc->benign_skip_correction) {
1312       ierr = PCApply_BDDC(pc,rhs,pcbddc->benign_vec);CHKERRQ(ierr);
1313       benign_correction_computed = PETSC_TRUE;
1314       if (pcbddc->temp_solution_used) {
1315         ierr = VecAXPY(pcbddc->temp_solution,1.0,pcbddc->benign_vec);CHKERRQ(ierr);
1316       }
1317       ierr = VecScale(pcbddc->benign_vec,-1.0);CHKERRQ(ierr);
1318       /* store the original rhs if not done earlier */
1319       if (save_rhs) {
1320         ierr = VecSwap(rhs,pcbddc->original_rhs);CHKERRQ(ierr);
1321       }
1322       if (pcbddc->rhs_change) {
1323         ierr = MatMultAdd(pc->mat,pcbddc->benign_vec,rhs,rhs);CHKERRQ(ierr);
1324       } else {
1325         ierr = MatMultAdd(pc->mat,pcbddc->benign_vec,pcbddc->original_rhs,rhs);CHKERRQ(ierr);
1326       }
1327       pcbddc->rhs_change = PETSC_TRUE;
1328     }
1329     pcbddc->benign_apply_coarse_only = PETSC_FALSE;
1330   }
1331 
1332   /* dbg output */
1333   if (pcbddc->dbg_flag && benign_correction_computed) {
1334     Vec v;
1335     ierr = VecDuplicate(pcis->vec1_global,&v);CHKERRQ(ierr);
1336     ierr = MatMultTranspose(pcbddc->ChangeOfBasisMatrix,rhs,v);CHKERRQ(ierr);
1337     ierr = PCBDDCBenignGetOrSetP0(pc,v,PETSC_TRUE);CHKERRQ(ierr);
1338     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"LEVEL %d: is the correction benign?\n",pcbddc->current_level);CHKERRQ(ierr);
1339     ierr = PetscScalarView(pcbddc->benign_n,pcbddc->benign_p0,PETSC_VIEWER_STDOUT_(PetscObjectComm((PetscObject)pc)));CHKERRQ(ierr);
1340     ierr = VecDestroy(&v);CHKERRQ(ierr);
1341   }
1342 
1343   /* set initial guess if using PCG */
1344   pcbddc->exact_dirichlet_trick_app = PETSC_FALSE;
1345   if (x && pcbddc->use_exact_dirichlet_trick) {
1346     ierr = VecSet(x,0.0);CHKERRQ(ierr);
1347     if (pcbddc->ChangeOfBasisMatrix && pcbddc->change_interior) {
1348       if (benign_correction_computed) { /* we have already saved the changed rhs */
1349         ierr = VecLockPop(pcis->vec1_global);CHKERRQ(ierr);
1350       } else {
1351         ierr = MatMultTranspose(pcbddc->ChangeOfBasisMatrix,rhs,pcis->vec1_global);CHKERRQ(ierr);
1352       }
1353       ierr = VecScatterBegin(pcis->global_to_D,pcis->vec1_global,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1354       ierr = VecScatterEnd(pcis->global_to_D,pcis->vec1_global,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1355     } else {
1356       ierr = VecScatterBegin(pcis->global_to_D,rhs,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1357       ierr = VecScatterEnd(pcis->global_to_D,rhs,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1358     }
1359     ierr = KSPSolve(pcbddc->ksp_D,pcis->vec1_D,pcis->vec2_D);CHKERRQ(ierr);
1360     if (pcbddc->ChangeOfBasisMatrix && pcbddc->change_interior) {
1361       ierr = VecSet(pcis->vec1_global,0.);CHKERRQ(ierr);
1362       ierr = VecScatterBegin(pcis->global_to_D,pcis->vec2_D,pcis->vec1_global,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1363       ierr = VecScatterEnd(pcis->global_to_D,pcis->vec2_D,pcis->vec1_global,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1364       ierr = MatMult(pcbddc->ChangeOfBasisMatrix,pcis->vec1_global,x);CHKERRQ(ierr);
1365     } else {
1366       ierr = VecScatterBegin(pcis->global_to_D,pcis->vec2_D,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1367       ierr = VecScatterEnd(pcis->global_to_D,pcis->vec2_D,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1368     }
1369     if (ksp) {
1370       ierr = KSPSetInitialGuessNonzero(ksp,PETSC_TRUE);CHKERRQ(ierr);
1371     }
1372     pcbddc->exact_dirichlet_trick_app = PETSC_TRUE;
1373   } else if (pcbddc->ChangeOfBasisMatrix && pcbddc->change_interior && benign_correction_computed && pcbddc->use_exact_dirichlet_trick) {
1374     ierr = VecLockPop(pcis->vec1_global);CHKERRQ(ierr);
1375   }
1376   PetscFunctionReturn(0);
1377 }
1378 
1379 /*
1380    PCPostSolve_BDDC - Changes the computed solution if a transformation of basis
1381                      approach has been selected. Also, restores rhs to its original state.
1382 
1383    Input Parameter:
1384 +  pc - the preconditioner contex
1385 
1386    Application Interface Routine: PCPostSolve()
1387 
1388    Notes:
1389      The interface routine PCPostSolve() is not usually called directly by
1390      the user, but instead is called by KSPSolve().
1391 */
1392 static PetscErrorCode PCPostSolve_BDDC(PC pc, KSP ksp, Vec rhs, Vec x)
1393 {
1394   PetscErrorCode ierr;
1395   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
1396 
1397   PetscFunctionBegin;
1398   /* add solution removed in presolve */
1399   if (x && pcbddc->rhs_change) {
1400     if (pcbddc->temp_solution_used) {
1401       ierr = VecAXPY(x,1.0,pcbddc->temp_solution);CHKERRQ(ierr);
1402     } else if (pcbddc->benign_compute_correction && pcbddc->benign_vec) {
1403       ierr = VecAXPY(x,-1.0,pcbddc->benign_vec);CHKERRQ(ierr);
1404     }
1405     /* restore to original state (not for FETI-DP) */
1406     if (ksp) pcbddc->temp_solution_used = PETSC_FALSE;
1407   }
1408 
1409   /* restore rhs to its original state (not needed for FETI-DP) */
1410   if (rhs && pcbddc->rhs_change) {
1411     ierr = VecSwap(rhs,pcbddc->original_rhs);CHKERRQ(ierr);
1412     pcbddc->rhs_change = PETSC_FALSE;
1413   }
1414   /* restore ksp guess state */
1415   if (ksp) {
1416     ierr = KSPSetInitialGuessNonzero(ksp,pcbddc->ksp_guess_nonzero);CHKERRQ(ierr);
1417     /* reset flag for exact dirichlet trick */
1418     pcbddc->exact_dirichlet_trick_app = PETSC_FALSE;
1419   }
1420   PetscFunctionReturn(0);
1421 }
1422 
1423 /*
1424    PCSetUp_BDDC - Prepares for the use of the BDDC preconditioner
1425                   by setting data structures and options.
1426 
1427    Input Parameter:
1428 +  pc - the preconditioner context
1429 
1430    Application Interface Routine: PCSetUp()
1431 
1432    Notes:
1433      The interface routine PCSetUp() is not usually called directly by
1434      the user, but instead is called by PCApply() if necessary.
1435 */
1436 PetscErrorCode PCSetUp_BDDC(PC pc)
1437 {
1438   PC_BDDC*        pcbddc = (PC_BDDC*)pc->data;
1439   PCBDDCSubSchurs sub_schurs;
1440   Mat_IS*         matis;
1441   MatNullSpace    nearnullspace;
1442   Mat             lA;
1443   IS              lP,zerodiag = NULL;
1444   PetscInt        nrows,ncols;
1445   PetscBool       computesubschurs;
1446   PetscBool       computeconstraintsmatrix;
1447   PetscBool       new_nearnullspace_provided,ismatis;
1448   PetscErrorCode  ierr;
1449 
1450   PetscFunctionBegin;
1451   ierr = PetscObjectTypeCompare((PetscObject)pc->pmat,MATIS,&ismatis);CHKERRQ(ierr);
1452   if (!ismatis) SETERRQ(PetscObjectComm((PetscObject)pc),PETSC_ERR_ARG_WRONG,"PCBDDC preconditioner requires matrix of type MATIS");
1453   ierr = MatGetSize(pc->pmat,&nrows,&ncols);CHKERRQ(ierr);
1454   if (nrows != ncols) SETERRQ(PetscObjectComm((PetscObject)pc),PETSC_ERR_SUP,"PCBDDC preconditioner requires a square preconditioning matrix");
1455   matis = (Mat_IS*)pc->pmat->data;
1456   /* the following lines of code should be replaced by a better logic between PCIS, PCNN, PCBDDC and other future nonoverlapping preconditioners */
1457   /* For BDDC we need to define a local "Neumann" problem different to that defined in PCISSetup
1458      Also, BDDC builds its own KSP for the Dirichlet problem */
1459   if (!pc->setupcalled || pc->flag == DIFFERENT_NONZERO_PATTERN) pcbddc->recompute_topography = PETSC_TRUE;
1460   if (pcbddc->recompute_topography) {
1461     pcbddc->graphanalyzed    = PETSC_FALSE;
1462     computeconstraintsmatrix = PETSC_TRUE;
1463   } else {
1464     computeconstraintsmatrix = PETSC_FALSE;
1465   }
1466 
1467   /* check parameters' compatibility */
1468   if (!pcbddc->use_deluxe_scaling) pcbddc->deluxe_zerorows = PETSC_FALSE;
1469   pcbddc->adaptive_selection = (PetscBool)(pcbddc->adaptive_threshold > 0.0);
1470   pcbddc->adaptive_userdefined = (PetscBool)(pcbddc->adaptive_selection && pcbddc->adaptive_userdefined);
1471   if (pcbddc->adaptive_selection) pcbddc->use_faces = PETSC_TRUE;
1472 
1473   computesubschurs = (PetscBool)(pcbddc->adaptive_selection || pcbddc->use_deluxe_scaling);
1474   if (pcbddc->switch_static) {
1475     PetscBool ismatis;
1476     ierr = PetscObjectTypeCompare((PetscObject)pc->mat,MATIS,&ismatis);CHKERRQ(ierr);
1477     if (!ismatis) SETERRQ(PetscObjectComm((PetscObject)pc),PETSC_ERR_SUP,"When the static switch is one, the iteration matrix should be of type MATIS");
1478   }
1479 
1480   /* activate all connected components if the netflux has been requested */
1481   if (pcbddc->compute_nonetflux) {
1482     pcbddc->use_vertices = PETSC_TRUE;
1483     pcbddc->use_edges = PETSC_TRUE;
1484     pcbddc->use_faces = PETSC_TRUE;
1485   }
1486 
1487   /* Get stdout for dbg */
1488   if (pcbddc->dbg_flag) {
1489     if (!pcbddc->dbg_viewer) {
1490       pcbddc->dbg_viewer = PETSC_VIEWER_STDOUT_(PetscObjectComm((PetscObject)pc));
1491       ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
1492     }
1493     ierr = PetscViewerASCIIAddTab(pcbddc->dbg_viewer,2*pcbddc->current_level);CHKERRQ(ierr);
1494   }
1495 
1496   /* process topology information */
1497   if (pcbddc->recompute_topography) {
1498     ierr = PCBDDCComputeLocalTopologyInfo(pc);CHKERRQ(ierr);
1499     /* detect local disconnected subdomains if requested (use matis->A) */
1500     if (pcbddc->detect_disconnected) {
1501       PetscInt i;
1502       for (i=0;i<pcbddc->n_local_subs;i++) {
1503         ierr = ISDestroy(&pcbddc->local_subs[i]);CHKERRQ(ierr);
1504       }
1505       ierr = PetscFree(pcbddc->local_subs);CHKERRQ(ierr);
1506       ierr = MatDetectDisconnectedComponents(matis->A,PETSC_FALSE,&pcbddc->n_local_subs,&pcbddc->local_subs);CHKERRQ(ierr);
1507     }
1508     if (pcbddc->discretegradient) {
1509       ierr = PCBDDCNedelecSupport(pc);CHKERRQ(ierr);
1510     }
1511   }
1512 
1513   /* change basis if requested by the user */
1514   if (pcbddc->user_ChangeOfBasisMatrix) {
1515     /* use_change_of_basis flag is used to automatically compute a change of basis from constraints */
1516     pcbddc->use_change_of_basis = PETSC_FALSE;
1517     ierr = PCBDDCComputeLocalMatrix(pc,pcbddc->user_ChangeOfBasisMatrix);CHKERRQ(ierr);
1518   } else {
1519     ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
1520     ierr = PetscObjectReference((PetscObject)matis->A);CHKERRQ(ierr);
1521     pcbddc->local_mat = matis->A;
1522   }
1523 
1524   /*
1525      Compute change of basis on local pressures (aka zerodiag dofs) with the benign trick
1526      This should come earlier then PCISSetUp for extracting the correct subdomain matrices
1527   */
1528   ierr = PCBDDCBenignShellMat(pc,PETSC_TRUE);CHKERRQ(ierr);
1529   if (pcbddc->benign_saddle_point) {
1530     PC_IS* pcis = (PC_IS*)pc->data;
1531 
1532     if (pcbddc->user_ChangeOfBasisMatrix || pcbddc->use_change_of_basis || !computesubschurs) pcbddc->benign_change_explicit = PETSC_TRUE;
1533     /* detect local saddle point and change the basis in pcbddc->local_mat (TODO: reuse case) */
1534     ierr = PCBDDCBenignDetectSaddlePoint(pc,&zerodiag);CHKERRQ(ierr);
1535     /* pop B0 mat from local mat */
1536     ierr = PCBDDCBenignPopOrPushB0(pc,PETSC_TRUE);CHKERRQ(ierr);
1537     /* give pcis a hint to not reuse submatrices during PCISCreate */
1538     if (pc->flag == SAME_NONZERO_PATTERN && pcis->reusesubmatrices == PETSC_TRUE) {
1539       if (pcbddc->benign_n && (pcbddc->benign_change_explicit || pcbddc->dbg_flag)) {
1540         pcis->reusesubmatrices = PETSC_FALSE;
1541       } else {
1542         pcis->reusesubmatrices = PETSC_TRUE;
1543       }
1544     } else {
1545       pcis->reusesubmatrices = PETSC_FALSE;
1546     }
1547   }
1548 
1549   /* propagate relevant information -> TODO remove*/
1550 #if !defined(PETSC_USE_COMPLEX) /* workaround for reals */
1551   if (matis->A->symmetric_set) {
1552     ierr = MatSetOption(pcbddc->local_mat,MAT_HERMITIAN,matis->A->symmetric);CHKERRQ(ierr);
1553   }
1554 #endif
1555   if (matis->A->symmetric_set) {
1556     ierr = MatSetOption(pcbddc->local_mat,MAT_SYMMETRIC,matis->A->symmetric);CHKERRQ(ierr);
1557   }
1558   if (matis->A->spd_set) {
1559     ierr = MatSetOption(pcbddc->local_mat,MAT_SPD,matis->A->spd);CHKERRQ(ierr);
1560   }
1561 
1562   /* Set up all the "iterative substructuring" common block without computing solvers */
1563   {
1564     Mat temp_mat;
1565 
1566     temp_mat = matis->A;
1567     matis->A = pcbddc->local_mat;
1568     ierr = PCISSetUp(pc,PETSC_FALSE);CHKERRQ(ierr);
1569     pcbddc->local_mat = matis->A;
1570     matis->A = temp_mat;
1571   }
1572 
1573   /* Analyze interface */
1574   if (!pcbddc->graphanalyzed) {
1575     ierr = PCBDDCAnalyzeInterface(pc);CHKERRQ(ierr);
1576     computeconstraintsmatrix = PETSC_TRUE;
1577     if (pcbddc->adaptive_selection && !pcbddc->use_deluxe_scaling && !pcbddc->mat_graph->twodim) {
1578       SETERRQ(PetscObjectComm((PetscObject)pc),PETSC_ERR_SUP,"Cannot compute the adaptive primal space for a problem with 3D edges without deluxe scaling");
1579     }
1580     if (pcbddc->compute_nonetflux) {
1581       MatNullSpace nnfnnsp;
1582 
1583       if (!pcbddc->divudotp) SETERRQ(PetscObjectComm((PetscObject)pc),PETSC_ERR_SUP,"Missing divudotp operator");
1584       ierr = PCBDDCComputeNoNetFlux(pc->pmat,pcbddc->divudotp,pcbddc->divudotp_trans,pcbddc->divudotp_vl2l,pcbddc->mat_graph,&nnfnnsp);CHKERRQ(ierr);
1585       /* TODO what if a nearnullspace is already attached? */
1586       ierr = MatSetNearNullSpace(pc->pmat,nnfnnsp);CHKERRQ(ierr);
1587       ierr = MatNullSpaceDestroy(&nnfnnsp);CHKERRQ(ierr);
1588     }
1589   }
1590 
1591   /* check existence of a divergence free extension, i.e.
1592      b(v_I,p_0) = 0 for all v_I (raise error if not).
1593      Also, check that PCBDDCBenignGetOrSetP0 works */
1594   if (pcbddc->benign_saddle_point && pcbddc->dbg_flag > 1) {
1595     ierr = PCBDDCBenignCheck(pc,zerodiag);CHKERRQ(ierr);
1596   }
1597   ierr = ISDestroy(&zerodiag);CHKERRQ(ierr);
1598 
1599   /* Setup local dirichlet solver ksp_D and sub_schurs solvers */
1600   if (computesubschurs && pcbddc->recompute_topography) {
1601     ierr = PCBDDCInitSubSchurs(pc);CHKERRQ(ierr);
1602   }
1603   /* SetUp Scaling operator (scaling matrices could be needed in SubSchursSetUp)*/
1604   if (!pcbddc->use_deluxe_scaling) {
1605     ierr = PCBDDCScalingSetUp(pc);CHKERRQ(ierr);
1606   }
1607 
1608   /* finish setup solvers and do adaptive selection of constraints */
1609   sub_schurs = pcbddc->sub_schurs;
1610   if (sub_schurs && sub_schurs->schur_explicit) {
1611     if (computesubschurs) {
1612       ierr = PCBDDCSetUpSubSchurs(pc);CHKERRQ(ierr);
1613     }
1614     ierr = PCBDDCSetUpLocalSolvers(pc,PETSC_TRUE,PETSC_FALSE);CHKERRQ(ierr);
1615   } else {
1616     ierr = PCBDDCSetUpLocalSolvers(pc,PETSC_TRUE,PETSC_FALSE);CHKERRQ(ierr);
1617     if (computesubschurs) {
1618       ierr = PCBDDCSetUpSubSchurs(pc);CHKERRQ(ierr);
1619     }
1620   }
1621   if (pcbddc->adaptive_selection) {
1622     ierr = PCBDDCAdaptiveSelection(pc);CHKERRQ(ierr);
1623     computeconstraintsmatrix = PETSC_TRUE;
1624   }
1625 
1626   /* infer if NullSpace object attached to Mat via MatSetNearNullSpace has changed */
1627   new_nearnullspace_provided = PETSC_FALSE;
1628   ierr = MatGetNearNullSpace(pc->pmat,&nearnullspace);CHKERRQ(ierr);
1629   if (pcbddc->onearnullspace) { /* already used nearnullspace */
1630     if (!nearnullspace) { /* near null space attached to mat has been destroyed */
1631       new_nearnullspace_provided = PETSC_TRUE;
1632     } else {
1633       /* determine if the two nullspaces are different (should be lightweight) */
1634       if (nearnullspace != pcbddc->onearnullspace) {
1635         new_nearnullspace_provided = PETSC_TRUE;
1636       } else { /* maybe the user has changed the content of the nearnullspace so check vectors ObjectStateId */
1637         PetscInt         i;
1638         const Vec        *nearnullvecs;
1639         PetscObjectState state;
1640         PetscInt         nnsp_size;
1641         ierr = MatNullSpaceGetVecs(nearnullspace,NULL,&nnsp_size,&nearnullvecs);CHKERRQ(ierr);
1642         for (i=0;i<nnsp_size;i++) {
1643           ierr = PetscObjectStateGet((PetscObject)nearnullvecs[i],&state);CHKERRQ(ierr);
1644           if (pcbddc->onearnullvecs_state[i] != state) {
1645             new_nearnullspace_provided = PETSC_TRUE;
1646             break;
1647           }
1648         }
1649       }
1650     }
1651   } else {
1652     if (!nearnullspace) { /* both nearnullspaces are null */
1653       new_nearnullspace_provided = PETSC_FALSE;
1654     } else { /* nearnullspace attached later */
1655       new_nearnullspace_provided = PETSC_TRUE;
1656     }
1657   }
1658 
1659   /* Setup constraints and related work vectors */
1660   /* reset primal space flags */
1661   pcbddc->new_primal_space = PETSC_FALSE;
1662   pcbddc->new_primal_space_local = PETSC_FALSE;
1663   if (computeconstraintsmatrix || new_nearnullspace_provided) {
1664     /* It also sets the primal space flags */
1665     ierr = PCBDDCConstraintsSetUp(pc);CHKERRQ(ierr);
1666   }
1667   /* Allocate needed local vectors (which depends on quantities defined during ConstraintsSetUp) */
1668   ierr = PCBDDCSetUpLocalWorkVectors(pc);CHKERRQ(ierr);
1669 
1670   if (pcbddc->use_change_of_basis) {
1671     PC_IS *pcis = (PC_IS*)(pc->data);
1672 
1673     ierr = PCBDDCComputeLocalMatrix(pc,pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
1674     if (pcbddc->benign_change) {
1675       ierr = MatDestroy(&pcbddc->benign_B0);CHKERRQ(ierr);
1676       /* pop B0 from pcbddc->local_mat */
1677       ierr = PCBDDCBenignPopOrPushB0(pc,PETSC_TRUE);CHKERRQ(ierr);
1678     }
1679     /* get submatrices */
1680     ierr = MatDestroy(&pcis->A_IB);CHKERRQ(ierr);
1681     ierr = MatDestroy(&pcis->A_BI);CHKERRQ(ierr);
1682     ierr = MatDestroy(&pcis->A_BB);CHKERRQ(ierr);
1683     ierr = MatCreateSubMatrix(pcbddc->local_mat,pcis->is_B_local,pcis->is_B_local,MAT_INITIAL_MATRIX,&pcis->A_BB);CHKERRQ(ierr);
1684     ierr = MatCreateSubMatrix(pcbddc->local_mat,pcis->is_I_local,pcis->is_B_local,MAT_INITIAL_MATRIX,&pcis->A_IB);CHKERRQ(ierr);
1685     ierr = MatCreateSubMatrix(pcbddc->local_mat,pcis->is_B_local,pcis->is_I_local,MAT_INITIAL_MATRIX,&pcis->A_BI);CHKERRQ(ierr);
1686     /* set flag in pcis to not reuse submatrices during PCISCreate */
1687     pcis->reusesubmatrices = PETSC_FALSE;
1688   } else if (!pcbddc->user_ChangeOfBasisMatrix && !pcbddc->benign_change) {
1689     ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
1690     ierr = PetscObjectReference((PetscObject)matis->A);CHKERRQ(ierr);
1691     pcbddc->local_mat = matis->A;
1692   }
1693 
1694   /* interface pressure block row for B_C */
1695   ierr = PetscObjectQuery((PetscObject)pc,"__KSPFETIDP_lP" ,(PetscObject*)&lP);CHKERRQ(ierr);
1696   ierr = PetscObjectQuery((PetscObject)pc,"__KSPFETIDP_lA" ,(PetscObject*)&lA);CHKERRQ(ierr);
1697   if (lA && lP) {
1698     PC_IS*    pcis = (PC_IS*)pc->data;
1699     Mat       B_BI,B_BB,Bt_BI,Bt_BB;
1700     PetscBool issym;
1701     ierr = MatIsSymmetric(lA,PETSC_SMALL,&issym);CHKERRQ(ierr);
1702     if (issym) {
1703       ierr = MatCreateSubMatrix(lA,lP,pcis->is_I_local,MAT_INITIAL_MATRIX,&B_BI);CHKERRQ(ierr);
1704       ierr = MatCreateSubMatrix(lA,lP,pcis->is_B_local,MAT_INITIAL_MATRIX,&B_BB);CHKERRQ(ierr);
1705       ierr = MatCreateTranspose(B_BI,&Bt_BI);CHKERRQ(ierr);
1706       ierr = MatCreateTranspose(B_BB,&Bt_BB);CHKERRQ(ierr);
1707     } else {
1708       ierr = MatCreateSubMatrix(lA,lP,pcis->is_I_local,MAT_INITIAL_MATRIX,&B_BI);CHKERRQ(ierr);
1709       ierr = MatCreateSubMatrix(lA,lP,pcis->is_B_local,MAT_INITIAL_MATRIX,&B_BB);CHKERRQ(ierr);
1710       ierr = MatCreateSubMatrix(lA,pcis->is_I_local,lP,MAT_INITIAL_MATRIX,&Bt_BI);CHKERRQ(ierr);
1711       ierr = MatCreateSubMatrix(lA,pcis->is_B_local,lP,MAT_INITIAL_MATRIX,&Bt_BB);CHKERRQ(ierr);
1712     }
1713     ierr = PetscObjectCompose((PetscObject)pc,"__KSPFETIDP_B_BI",(PetscObject)B_BI);CHKERRQ(ierr);
1714     ierr = PetscObjectCompose((PetscObject)pc,"__KSPFETIDP_B_BB",(PetscObject)B_BB);CHKERRQ(ierr);
1715     ierr = PetscObjectCompose((PetscObject)pc,"__KSPFETIDP_Bt_BI",(PetscObject)Bt_BI);CHKERRQ(ierr);
1716     ierr = PetscObjectCompose((PetscObject)pc,"__KSPFETIDP_Bt_BB",(PetscObject)Bt_BB);CHKERRQ(ierr);
1717     ierr = MatDestroy(&B_BI);CHKERRQ(ierr);
1718     ierr = MatDestroy(&B_BB);CHKERRQ(ierr);
1719     ierr = MatDestroy(&Bt_BI);CHKERRQ(ierr);
1720     ierr = MatDestroy(&Bt_BB);CHKERRQ(ierr);
1721   }
1722 
1723   /* SetUp coarse and local Neumann solvers */
1724   ierr = PCBDDCSetUpSolvers(pc);CHKERRQ(ierr);
1725   /* SetUp Scaling operator */
1726   if (pcbddc->use_deluxe_scaling) {
1727     ierr = PCBDDCScalingSetUp(pc);CHKERRQ(ierr);
1728   }
1729 
1730   /* mark topography as done */
1731   pcbddc->recompute_topography = PETSC_FALSE;
1732 
1733   /* wrap pcis->A_IB and pcis->A_BI if we did not change explicitly the variables on the pressures */
1734   ierr = PCBDDCBenignShellMat(pc,PETSC_FALSE);CHKERRQ(ierr);
1735 
1736   if (pcbddc->dbg_flag) {
1737     ierr = PetscViewerASCIISubtractTab(pcbddc->dbg_viewer,2*pcbddc->current_level);CHKERRQ(ierr);
1738   }
1739   PetscFunctionReturn(0);
1740 }
1741 
1742 /*
1743    PCApply_BDDC - Applies the BDDC operator to a vector.
1744 
1745    Input Parameters:
1746 +  pc - the preconditioner context
1747 -  r - input vector (global)
1748 
1749    Output Parameter:
1750 .  z - output vector (global)
1751 
1752    Application Interface Routine: PCApply()
1753  */
1754 PetscErrorCode PCApply_BDDC(PC pc,Vec r,Vec z)
1755 {
1756   PC_IS             *pcis = (PC_IS*)(pc->data);
1757   PC_BDDC           *pcbddc = (PC_BDDC*)(pc->data);
1758   PetscInt          n_B = pcis->n_B, n_D = pcis->n - n_B;
1759   PetscErrorCode    ierr;
1760   const PetscScalar one = 1.0;
1761   const PetscScalar m_one = -1.0;
1762   const PetscScalar zero = 0.0;
1763 
1764 /* This code is similar to that provided in nn.c for PCNN
1765    NN interface preconditioner changed to BDDC
1766    Added support for M_3 preconditioner in the reference article (code is active if pcbddc->switch_static == PETSC_TRUE) */
1767 
1768   PetscFunctionBegin;
1769   ierr = PetscCitationsRegister(citation,&cited);CHKERRQ(ierr);
1770   if (pcbddc->ChangeOfBasisMatrix) {
1771     Vec swap;
1772 
1773     ierr = MatMultTranspose(pcbddc->ChangeOfBasisMatrix,r,pcbddc->work_change);CHKERRQ(ierr);
1774     swap = pcbddc->work_change;
1775     pcbddc->work_change = r;
1776     r = swap;
1777     /* save rhs so that we don't need to apply the change of basis for the exact dirichlet trick in PreSolve */
1778     if (pcbddc->benign_apply_coarse_only && pcbddc->use_exact_dirichlet_trick && pcbddc->change_interior) {
1779       ierr = VecCopy(r,pcis->vec1_global);CHKERRQ(ierr);
1780       ierr = VecLockPush(pcis->vec1_global);CHKERRQ(ierr);
1781     }
1782   }
1783   if (pcbddc->benign_have_null) { /* get p0 from r */
1784     ierr = PCBDDCBenignGetOrSetP0(pc,r,PETSC_TRUE);CHKERRQ(ierr);
1785   }
1786   if (!pcbddc->exact_dirichlet_trick_app && !pcbddc->benign_apply_coarse_only) {
1787     ierr = VecCopy(r,z);CHKERRQ(ierr);
1788     /* First Dirichlet solve */
1789     ierr = VecScatterBegin(pcis->global_to_D,r,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1790     ierr = VecScatterEnd(pcis->global_to_D,r,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1791     /*
1792       Assembling right hand side for BDDC operator
1793       - pcis->vec1_D for the Dirichlet part (if needed, i.e. pcbddc->switch_static == PETSC_TRUE)
1794       - pcis->vec1_B the interface part of the global vector z
1795     */
1796     if (n_D) {
1797       ierr = KSPSolve(pcbddc->ksp_D,pcis->vec1_D,pcis->vec2_D);CHKERRQ(ierr);
1798       ierr = VecScale(pcis->vec2_D,m_one);CHKERRQ(ierr);
1799       if (pcbddc->switch_static) {
1800         Mat_IS *matis = (Mat_IS*)(pc->mat->data);
1801 
1802         ierr = VecSet(pcis->vec1_N,0.);CHKERRQ(ierr);
1803         ierr = VecScatterBegin(pcis->N_to_D,pcis->vec2_D,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1804         ierr = VecScatterEnd(pcis->N_to_D,pcis->vec2_D,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1805         if (!pcbddc->switch_static_change) {
1806           ierr = MatMult(matis->A,pcis->vec1_N,pcis->vec2_N);CHKERRQ(ierr);
1807         } else {
1808           ierr = MatMult(pcbddc->switch_static_change,pcis->vec1_N,pcis->vec2_N);CHKERRQ(ierr);
1809           ierr = MatMult(matis->A,pcis->vec2_N,pcis->vec1_N);CHKERRQ(ierr);
1810           ierr = MatMultTranspose(pcbddc->switch_static_change,pcis->vec1_N,pcis->vec2_N);CHKERRQ(ierr);
1811         }
1812         ierr = VecScatterBegin(pcis->N_to_D,pcis->vec2_N,pcis->vec1_D,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1813         ierr = VecScatterEnd(pcis->N_to_D,pcis->vec2_N,pcis->vec1_D,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1814         ierr = VecScatterBegin(pcis->N_to_B,pcis->vec2_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1815         ierr = VecScatterEnd(pcis->N_to_B,pcis->vec2_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1816       } else {
1817         ierr = MatMult(pcis->A_BI,pcis->vec2_D,pcis->vec1_B);CHKERRQ(ierr);
1818       }
1819     } else {
1820       ierr = VecSet(pcis->vec1_B,zero);CHKERRQ(ierr);
1821     }
1822     ierr = VecScatterBegin(pcis->global_to_B,pcis->vec1_B,z,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1823     ierr = VecScatterEnd(pcis->global_to_B,pcis->vec1_B,z,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1824     ierr = PCBDDCScalingRestriction(pc,z,pcis->vec1_B);CHKERRQ(ierr);
1825   } else {
1826     if (!pcbddc->benign_apply_coarse_only) {
1827       ierr = PCBDDCScalingRestriction(pc,r,pcis->vec1_B);CHKERRQ(ierr);
1828     }
1829   }
1830 
1831   /* Apply interface preconditioner
1832      input/output vecs: pcis->vec1_B and pcis->vec1_D */
1833   ierr = PCBDDCApplyInterfacePreconditioner(pc,PETSC_FALSE);CHKERRQ(ierr);
1834 
1835   /* Apply transpose of partition of unity operator */
1836   ierr = PCBDDCScalingExtension(pc,pcis->vec1_B,z);CHKERRQ(ierr);
1837 
1838   /* Second Dirichlet solve and assembling of output */
1839   ierr = VecScatterBegin(pcis->global_to_B,z,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1840   ierr = VecScatterEnd(pcis->global_to_B,z,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1841   if (n_B) {
1842     if (pcbddc->switch_static) {
1843       Mat_IS *matis = (Mat_IS*)(pc->mat->data);
1844 
1845       ierr = VecScatterBegin(pcis->N_to_D,pcis->vec1_D,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1846       ierr = VecScatterEnd(pcis->N_to_D,pcis->vec1_D,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1847       ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_B,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1848       ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_B,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1849       if (!pcbddc->switch_static_change) {
1850         ierr = MatMult(matis->A,pcis->vec1_N,pcis->vec2_N);CHKERRQ(ierr);
1851       } else {
1852         ierr = MatMult(pcbddc->switch_static_change,pcis->vec1_N,pcis->vec2_N);CHKERRQ(ierr);
1853         ierr = MatMult(matis->A,pcis->vec2_N,pcis->vec1_N);CHKERRQ(ierr);
1854         ierr = MatMultTranspose(pcbddc->switch_static_change,pcis->vec1_N,pcis->vec2_N);CHKERRQ(ierr);
1855       }
1856       ierr = VecScatterBegin(pcis->N_to_D,pcis->vec2_N,pcis->vec3_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1857       ierr = VecScatterEnd(pcis->N_to_D,pcis->vec2_N,pcis->vec3_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1858     } else {
1859       ierr = MatMult(pcis->A_IB,pcis->vec1_B,pcis->vec3_D);CHKERRQ(ierr);
1860     }
1861   } else if (pcbddc->switch_static) { /* n_B is zero */
1862     Mat_IS *matis = (Mat_IS*)(pc->mat->data);
1863 
1864     if (!pcbddc->switch_static_change) {
1865       ierr = MatMult(matis->A,pcis->vec1_D,pcis->vec3_D);CHKERRQ(ierr);
1866     } else {
1867       ierr = MatMult(pcbddc->switch_static_change,pcis->vec1_D,pcis->vec1_N);CHKERRQ(ierr);
1868       ierr = MatMult(matis->A,pcis->vec1_N,pcis->vec2_N);CHKERRQ(ierr);
1869       ierr = MatMultTranspose(pcbddc->switch_static_change,pcis->vec2_N,pcis->vec3_D);CHKERRQ(ierr);
1870     }
1871   }
1872   ierr = KSPSolve(pcbddc->ksp_D,pcis->vec3_D,pcis->vec4_D);CHKERRQ(ierr);
1873 
1874   if (!pcbddc->exact_dirichlet_trick_app && !pcbddc->benign_apply_coarse_only) {
1875     if (pcbddc->switch_static) {
1876       ierr = VecAXPBYPCZ(pcis->vec2_D,m_one,one,m_one,pcis->vec4_D,pcis->vec1_D);CHKERRQ(ierr);
1877     } else {
1878       ierr = VecAXPBY(pcis->vec2_D,m_one,m_one,pcis->vec4_D);CHKERRQ(ierr);
1879     }
1880     ierr = VecScatterBegin(pcis->global_to_D,pcis->vec2_D,z,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1881     ierr = VecScatterEnd(pcis->global_to_D,pcis->vec2_D,z,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1882   } else {
1883     if (pcbddc->switch_static) {
1884       ierr = VecAXPBY(pcis->vec4_D,one,m_one,pcis->vec1_D);CHKERRQ(ierr);
1885     } else {
1886       ierr = VecScale(pcis->vec4_D,m_one);CHKERRQ(ierr);
1887     }
1888     ierr = VecScatterBegin(pcis->global_to_D,pcis->vec4_D,z,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1889     ierr = VecScatterEnd(pcis->global_to_D,pcis->vec4_D,z,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1890   }
1891   if (pcbddc->benign_have_null) { /* set p0 (computed in PCBDDCApplyInterface) */
1892     if (pcbddc->benign_apply_coarse_only) {
1893       ierr = PetscMemzero(pcbddc->benign_p0,pcbddc->benign_n*sizeof(PetscScalar));CHKERRQ(ierr);
1894     }
1895     ierr = PCBDDCBenignGetOrSetP0(pc,z,PETSC_FALSE);CHKERRQ(ierr);
1896   }
1897 
1898   if (pcbddc->ChangeOfBasisMatrix) {
1899     pcbddc->work_change = r;
1900     ierr = VecCopy(z,pcbddc->work_change);CHKERRQ(ierr);
1901     ierr = MatMult(pcbddc->ChangeOfBasisMatrix,pcbddc->work_change,z);CHKERRQ(ierr);
1902   }
1903   PetscFunctionReturn(0);
1904 }
1905 
1906 /*
1907    PCApplyTranspose_BDDC - Applies the transpose of the BDDC operator to a vector.
1908 
1909    Input Parameters:
1910 +  pc - the preconditioner context
1911 -  r - input vector (global)
1912 
1913    Output Parameter:
1914 .  z - output vector (global)
1915 
1916    Application Interface Routine: PCApplyTranspose()
1917  */
1918 PetscErrorCode PCApplyTranspose_BDDC(PC pc,Vec r,Vec z)
1919 {
1920   PC_IS             *pcis = (PC_IS*)(pc->data);
1921   PC_BDDC           *pcbddc = (PC_BDDC*)(pc->data);
1922   PetscInt          n_B = pcis->n_B, n_D = pcis->n - n_B;
1923   PetscErrorCode    ierr;
1924   const PetscScalar one = 1.0;
1925   const PetscScalar m_one = -1.0;
1926   const PetscScalar zero = 0.0;
1927 
1928   PetscFunctionBegin;
1929   ierr = PetscCitationsRegister(citation,&cited);CHKERRQ(ierr);
1930   if (pcbddc->ChangeOfBasisMatrix) {
1931     Vec swap;
1932 
1933     ierr = MatMultTranspose(pcbddc->ChangeOfBasisMatrix,r,pcbddc->work_change);CHKERRQ(ierr);
1934     swap = pcbddc->work_change;
1935     pcbddc->work_change = r;
1936     r = swap;
1937     /* save rhs so that we don't need to apply the change of basis for the exact dirichlet trick in PreSolve */
1938     if (pcbddc->benign_apply_coarse_only && pcbddc->exact_dirichlet_trick_app && pcbddc->change_interior) {
1939       ierr = VecCopy(r,pcis->vec1_global);CHKERRQ(ierr);
1940       ierr = VecLockPush(pcis->vec1_global);CHKERRQ(ierr);
1941     }
1942   }
1943   if (pcbddc->benign_have_null) { /* get p0 from r */
1944     ierr = PCBDDCBenignGetOrSetP0(pc,r,PETSC_TRUE);CHKERRQ(ierr);
1945   }
1946   if (!pcbddc->exact_dirichlet_trick_app && !pcbddc->benign_apply_coarse_only) {
1947     ierr = VecCopy(r,z);CHKERRQ(ierr);
1948     /* First Dirichlet solve */
1949     ierr = VecScatterBegin(pcis->global_to_D,r,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1950     ierr = VecScatterEnd(pcis->global_to_D,r,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1951     /*
1952       Assembling right hand side for BDDC operator
1953       - pcis->vec1_D for the Dirichlet part (if needed, i.e. pcbddc->switch_static == PETSC_TRUE)
1954       - pcis->vec1_B the interface part of the global vector z
1955     */
1956     if (n_D) {
1957       ierr = KSPSolveTranspose(pcbddc->ksp_D,pcis->vec1_D,pcis->vec2_D);CHKERRQ(ierr);
1958       ierr = VecScale(pcis->vec2_D,m_one);CHKERRQ(ierr);
1959       if (pcbddc->switch_static) {
1960         Mat_IS *matis = (Mat_IS*)(pc->mat->data);
1961 
1962         ierr = VecSet(pcis->vec1_N,0.);CHKERRQ(ierr);
1963         ierr = VecScatterBegin(pcis->N_to_D,pcis->vec2_D,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1964         ierr = VecScatterEnd(pcis->N_to_D,pcis->vec2_D,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1965         if (!pcbddc->switch_static_change) {
1966           ierr = MatMultTranspose(matis->A,pcis->vec1_N,pcis->vec2_N);CHKERRQ(ierr);
1967         } else {
1968           ierr = MatMult(pcbddc->switch_static_change,pcis->vec1_N,pcis->vec2_N);CHKERRQ(ierr);
1969           ierr = MatMultTranspose(matis->A,pcis->vec2_N,pcis->vec1_N);CHKERRQ(ierr);
1970           ierr = MatMultTranspose(pcbddc->switch_static_change,pcis->vec1_N,pcis->vec2_N);CHKERRQ(ierr);
1971         }
1972         ierr = VecScatterBegin(pcis->N_to_D,pcis->vec2_N,pcis->vec1_D,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1973         ierr = VecScatterEnd(pcis->N_to_D,pcis->vec2_N,pcis->vec1_D,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1974         ierr = VecScatterBegin(pcis->N_to_B,pcis->vec2_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1975         ierr = VecScatterEnd(pcis->N_to_B,pcis->vec2_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1976       } else {
1977         ierr = MatMultTranspose(pcis->A_IB,pcis->vec2_D,pcis->vec1_B);CHKERRQ(ierr);
1978       }
1979     } else {
1980       ierr = VecSet(pcis->vec1_B,zero);CHKERRQ(ierr);
1981     }
1982     ierr = VecScatterBegin(pcis->global_to_B,pcis->vec1_B,z,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1983     ierr = VecScatterEnd(pcis->global_to_B,pcis->vec1_B,z,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1984     ierr = PCBDDCScalingRestriction(pc,z,pcis->vec1_B);CHKERRQ(ierr);
1985   } else {
1986     ierr = PCBDDCScalingRestriction(pc,r,pcis->vec1_B);CHKERRQ(ierr);
1987   }
1988 
1989   /* Apply interface preconditioner
1990      input/output vecs: pcis->vec1_B and pcis->vec1_D */
1991   ierr = PCBDDCApplyInterfacePreconditioner(pc,PETSC_TRUE);CHKERRQ(ierr);
1992 
1993   /* Apply transpose of partition of unity operator */
1994   ierr = PCBDDCScalingExtension(pc,pcis->vec1_B,z);CHKERRQ(ierr);
1995 
1996   /* Second Dirichlet solve and assembling of output */
1997   ierr = VecScatterBegin(pcis->global_to_B,z,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1998   ierr = VecScatterEnd(pcis->global_to_B,z,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1999   if (n_B) {
2000     if (pcbddc->switch_static) {
2001       Mat_IS *matis = (Mat_IS*)(pc->mat->data);
2002 
2003       ierr = VecScatterBegin(pcis->N_to_D,pcis->vec1_D,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
2004       ierr = VecScatterEnd(pcis->N_to_D,pcis->vec1_D,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
2005       ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_B,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
2006       ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_B,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
2007       if (!pcbddc->switch_static_change) {
2008         ierr = MatMultTranspose(matis->A,pcis->vec1_N,pcis->vec2_N);CHKERRQ(ierr);
2009       } else {
2010         ierr = MatMult(pcbddc->switch_static_change,pcis->vec1_N,pcis->vec2_N);CHKERRQ(ierr);
2011         ierr = MatMultTranspose(matis->A,pcis->vec2_N,pcis->vec1_N);CHKERRQ(ierr);
2012         ierr = MatMultTranspose(pcbddc->switch_static_change,pcis->vec1_N,pcis->vec2_N);CHKERRQ(ierr);
2013       }
2014       ierr = VecScatterBegin(pcis->N_to_D,pcis->vec2_N,pcis->vec3_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
2015       ierr = VecScatterEnd(pcis->N_to_D,pcis->vec2_N,pcis->vec3_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
2016     } else {
2017       ierr = MatMultTranspose(pcis->A_BI,pcis->vec1_B,pcis->vec3_D);CHKERRQ(ierr);
2018     }
2019   } else if (pcbddc->switch_static) { /* n_B is zero */
2020     Mat_IS *matis = (Mat_IS*)(pc->mat->data);
2021 
2022     if (!pcbddc->switch_static_change) {
2023       ierr = MatMultTranspose(matis->A,pcis->vec1_D,pcis->vec3_D);CHKERRQ(ierr);
2024     } else {
2025       ierr = MatMult(pcbddc->switch_static_change,pcis->vec1_D,pcis->vec1_N);CHKERRQ(ierr);
2026       ierr = MatMultTranspose(matis->A,pcis->vec1_N,pcis->vec2_N);CHKERRQ(ierr);
2027       ierr = MatMultTranspose(pcbddc->switch_static_change,pcis->vec2_N,pcis->vec3_D);CHKERRQ(ierr);
2028     }
2029   }
2030   ierr = KSPSolveTranspose(pcbddc->ksp_D,pcis->vec3_D,pcis->vec4_D);CHKERRQ(ierr);
2031   if (!pcbddc->exact_dirichlet_trick_app && !pcbddc->benign_apply_coarse_only) {
2032     if (pcbddc->switch_static) {
2033       ierr = VecAXPBYPCZ(pcis->vec2_D,m_one,one,m_one,pcis->vec4_D,pcis->vec1_D);CHKERRQ(ierr);
2034     } else {
2035       ierr = VecAXPBY(pcis->vec2_D,m_one,m_one,pcis->vec4_D);CHKERRQ(ierr);
2036     }
2037     ierr = VecScatterBegin(pcis->global_to_D,pcis->vec2_D,z,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
2038     ierr = VecScatterEnd(pcis->global_to_D,pcis->vec2_D,z,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
2039   } else {
2040     if (pcbddc->switch_static) {
2041       ierr = VecAXPBY(pcis->vec4_D,one,m_one,pcis->vec1_D);CHKERRQ(ierr);
2042     } else {
2043       ierr = VecScale(pcis->vec4_D,m_one);CHKERRQ(ierr);
2044     }
2045     ierr = VecScatterBegin(pcis->global_to_D,pcis->vec4_D,z,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
2046     ierr = VecScatterEnd(pcis->global_to_D,pcis->vec4_D,z,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
2047   }
2048   if (pcbddc->benign_have_null) { /* set p0 (computed in PCBDDCApplyInterface) */
2049     ierr = PCBDDCBenignGetOrSetP0(pc,z,PETSC_FALSE);CHKERRQ(ierr);
2050   }
2051   if (pcbddc->ChangeOfBasisMatrix) {
2052     pcbddc->work_change = r;
2053     ierr = VecCopy(z,pcbddc->work_change);CHKERRQ(ierr);
2054     ierr = MatMult(pcbddc->ChangeOfBasisMatrix,pcbddc->work_change,z);CHKERRQ(ierr);
2055   }
2056   PetscFunctionReturn(0);
2057 }
2058 
2059 PetscErrorCode PCReset_BDDC(PC pc)
2060 {
2061   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
2062   PC_IS          *pcis = (PC_IS*)pc->data;
2063   KSP            kspD,kspR,kspC;
2064   PetscErrorCode ierr;
2065 
2066   PetscFunctionBegin;
2067   /* free BDDC custom data  */
2068   ierr = PCBDDCResetCustomization(pc);CHKERRQ(ierr);
2069   /* destroy objects related to topography */
2070   ierr = PCBDDCResetTopography(pc);CHKERRQ(ierr);
2071   /* destroy objects for scaling operator */
2072   ierr = PCBDDCScalingDestroy(pc);CHKERRQ(ierr);
2073   /* free solvers stuff */
2074   ierr = PCBDDCResetSolvers(pc);CHKERRQ(ierr);
2075   /* free global vectors needed in presolve */
2076   ierr = VecDestroy(&pcbddc->temp_solution);CHKERRQ(ierr);
2077   ierr = VecDestroy(&pcbddc->original_rhs);CHKERRQ(ierr);
2078   /* free data created by PCIS */
2079   ierr = PCISDestroy(pc);CHKERRQ(ierr);
2080 
2081   /* restore defaults */
2082   kspD = pcbddc->ksp_D;
2083   kspR = pcbddc->ksp_R;
2084   kspC = pcbddc->coarse_ksp;
2085   ierr = PetscMemzero(pc->data,sizeof(*pcbddc));CHKERRQ(ierr);
2086   pcis->n_neigh                     = -1;
2087   pcis->scaling_factor              = 1.0;
2088   pcis->reusesubmatrices            = PETSC_TRUE;
2089   pcbddc->use_local_adj             = PETSC_TRUE;
2090   pcbddc->use_vertices              = PETSC_TRUE;
2091   pcbddc->use_edges                 = PETSC_TRUE;
2092   pcbddc->symmetric_primal          = PETSC_TRUE;
2093   pcbddc->vertex_size               = 1;
2094   pcbddc->recompute_topography      = PETSC_TRUE;
2095   pcbddc->coarse_size               = -1;
2096   pcbddc->use_exact_dirichlet_trick = PETSC_TRUE;
2097   pcbddc->coarsening_ratio          = 8;
2098   pcbddc->coarse_eqs_per_proc       = 1;
2099   pcbddc->benign_compute_correction = PETSC_TRUE;
2100   pcbddc->nedfield                  = -1;
2101   pcbddc->nedglobal                 = PETSC_TRUE;
2102   pcbddc->graphmaxcount             = PETSC_MAX_INT;
2103   pcbddc->sub_schurs_layers         = -1;
2104   pcbddc->ksp_D                     = kspD;
2105   pcbddc->ksp_R                     = kspR;
2106   pcbddc->coarse_ksp                = kspC;
2107   PetscFunctionReturn(0);
2108 }
2109 
2110 PetscErrorCode PCDestroy_BDDC(PC pc)
2111 {
2112   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
2113   PetscErrorCode ierr;
2114 
2115   PetscFunctionBegin;
2116   ierr = PCReset_BDDC(pc);CHKERRQ(ierr);
2117   ierr = KSPDestroy(&pcbddc->ksp_D);CHKERRQ(ierr);
2118   ierr = KSPDestroy(&pcbddc->ksp_R);CHKERRQ(ierr);
2119   ierr = KSPDestroy(&pcbddc->coarse_ksp);CHKERRQ(ierr);
2120   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetDiscreteGradient_C",NULL);CHKERRQ(ierr);
2121   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetDivergenceMat_C",NULL);CHKERRQ(ierr);
2122   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetChangeOfBasisMat_C",NULL);CHKERRQ(ierr);
2123   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetPrimalVerticesLocalIS_C",NULL);CHKERRQ(ierr);
2124   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetPrimalVerticesIS_C",NULL);CHKERRQ(ierr);
2125   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetCoarseningRatio_C",NULL);CHKERRQ(ierr);
2126   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetLevel_C",NULL);CHKERRQ(ierr);
2127   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetUseExactDirichlet_C",NULL);CHKERRQ(ierr);
2128   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetLevels_C",NULL);CHKERRQ(ierr);
2129   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetDirichletBoundaries_C",NULL);CHKERRQ(ierr);
2130   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetDirichletBoundariesLocal_C",NULL);CHKERRQ(ierr);
2131   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetNeumannBoundaries_C",NULL);CHKERRQ(ierr);
2132   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetNeumannBoundariesLocal_C",NULL);CHKERRQ(ierr);
2133   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCGetDirichletBoundaries_C",NULL);CHKERRQ(ierr);
2134   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCGetDirichletBoundariesLocal_C",NULL);CHKERRQ(ierr);
2135   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCGetNeumannBoundaries_C",NULL);CHKERRQ(ierr);
2136   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCGetNeumannBoundariesLocal_C",NULL);CHKERRQ(ierr);
2137   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetDofsSplitting_C",NULL);CHKERRQ(ierr);
2138   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetDofsSplittingLocal_C",NULL);CHKERRQ(ierr);
2139   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetLocalAdjacencyGraph_C",NULL);CHKERRQ(ierr);
2140   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCCreateFETIDPOperators_C",NULL);CHKERRQ(ierr);
2141   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCMatFETIDPGetRHS_C",NULL);CHKERRQ(ierr);
2142   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCMatFETIDPGetSolution_C",NULL);CHKERRQ(ierr);
2143   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCPreSolveChangeRHS_C",NULL);CHKERRQ(ierr);
2144   ierr = PetscFree(pc->data);CHKERRQ(ierr);
2145   PetscFunctionReturn(0);
2146 }
2147 
2148 static PetscErrorCode PCPreSolveChangeRHS_BDDC(PC pc, PetscBool* change)
2149 {
2150   PetscFunctionBegin;
2151   *change = PETSC_TRUE;
2152   PetscFunctionReturn(0);
2153 }
2154 
2155 static PetscErrorCode PCBDDCMatFETIDPGetRHS_BDDC(Mat fetidp_mat, Vec standard_rhs, Vec fetidp_flux_rhs)
2156 {
2157   FETIDPMat_ctx  mat_ctx;
2158   Vec            work;
2159   PC_IS*         pcis;
2160   PC_BDDC*       pcbddc;
2161   PetscErrorCode ierr;
2162 
2163   PetscFunctionBegin;
2164   ierr = MatShellGetContext(fetidp_mat,&mat_ctx);CHKERRQ(ierr);
2165   pcis = (PC_IS*)mat_ctx->pc->data;
2166   pcbddc = (PC_BDDC*)mat_ctx->pc->data;
2167 
2168   ierr = VecSet(fetidp_flux_rhs,0.0);CHKERRQ(ierr);
2169   /* copy rhs since we may change it during PCPreSolve_BDDC */
2170   if (!pcbddc->original_rhs) {
2171     ierr = VecDuplicate(pcis->vec1_global,&pcbddc->original_rhs);CHKERRQ(ierr);
2172   }
2173   if (mat_ctx->rhs_flip) {
2174     ierr = VecPointwiseMult(pcbddc->original_rhs,standard_rhs,mat_ctx->rhs_flip);CHKERRQ(ierr);
2175   } else {
2176     ierr = VecCopy(standard_rhs,pcbddc->original_rhs);CHKERRQ(ierr);
2177   }
2178   if (mat_ctx->g2g_p) {
2179     /* interface pressure rhs */
2180     ierr = VecScatterBegin(mat_ctx->g2g_p,fetidp_flux_rhs,pcbddc->original_rhs,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
2181     ierr = VecScatterEnd(mat_ctx->g2g_p,fetidp_flux_rhs,pcbddc->original_rhs,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
2182     ierr = VecScatterBegin(mat_ctx->g2g_p,standard_rhs,fetidp_flux_rhs,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
2183     ierr = VecScatterEnd(mat_ctx->g2g_p,standard_rhs,fetidp_flux_rhs,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
2184     if (!mat_ctx->rhs_flip) {
2185       ierr = VecScale(fetidp_flux_rhs,-1.);CHKERRQ(ierr);
2186     }
2187   }
2188   /*
2189      change of basis for physical rhs if needed
2190      It also changes the rhs in case of dirichlet boundaries
2191   */
2192   ierr = PCPreSolve_BDDC(mat_ctx->pc,NULL,pcbddc->original_rhs,NULL);CHKERRQ(ierr);
2193   if (pcbddc->ChangeOfBasisMatrix) {
2194     ierr = MatMultTranspose(pcbddc->ChangeOfBasisMatrix,pcbddc->original_rhs,pcbddc->work_change);CHKERRQ(ierr);
2195     work = pcbddc->work_change;
2196    } else {
2197     work = pcbddc->original_rhs;
2198   }
2199   /* store vectors for computation of fetidp final solution */
2200   ierr = VecScatterBegin(pcis->global_to_D,work,mat_ctx->temp_solution_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
2201   ierr = VecScatterEnd(pcis->global_to_D,work,mat_ctx->temp_solution_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
2202   /* scale rhs since it should be unassembled */
2203   /* TODO use counter scaling? (also below) */
2204   ierr = VecScatterBegin(pcis->global_to_B,work,mat_ctx->temp_solution_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
2205   ierr = VecScatterEnd(pcis->global_to_B,work,mat_ctx->temp_solution_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
2206   /* Apply partition of unity */
2207   ierr = VecPointwiseMult(mat_ctx->temp_solution_B,pcis->D,mat_ctx->temp_solution_B);CHKERRQ(ierr);
2208   /* ierr = PCBDDCScalingRestriction(mat_ctx->pc,work,mat_ctx->temp_solution_B);CHKERRQ(ierr); */
2209   if (!pcbddc->switch_static) {
2210     /* compute partially subassembled Schur complement right-hand side */
2211     ierr = KSPSolve(pcbddc->ksp_D,mat_ctx->temp_solution_D,pcis->vec1_D);CHKERRQ(ierr);
2212     ierr = MatMult(pcis->A_BI,pcis->vec1_D,pcis->vec1_B);CHKERRQ(ierr);
2213     ierr = VecAXPY(mat_ctx->temp_solution_B,-1.0,pcis->vec1_B);CHKERRQ(ierr);
2214     ierr = VecSet(work,0.0);CHKERRQ(ierr);
2215     ierr = VecScatterBegin(pcis->global_to_B,mat_ctx->temp_solution_B,work,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
2216     ierr = VecScatterEnd(pcis->global_to_B,mat_ctx->temp_solution_B,work,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
2217     /* ierr = PCBDDCScalingRestriction(mat_ctx->pc,work,mat_ctx->temp_solution_B);CHKERRQ(ierr); */
2218     ierr = VecScatterBegin(pcis->global_to_B,work,mat_ctx->temp_solution_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
2219     ierr = VecScatterEnd(pcis->global_to_B,work,mat_ctx->temp_solution_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
2220     ierr = VecPointwiseMult(mat_ctx->temp_solution_B,pcis->D,mat_ctx->temp_solution_B);CHKERRQ(ierr);
2221   }
2222   /* BDDC rhs */
2223   ierr = VecCopy(mat_ctx->temp_solution_B,pcis->vec1_B);CHKERRQ(ierr);
2224   if (pcbddc->switch_static) {
2225     ierr = VecCopy(mat_ctx->temp_solution_D,pcis->vec1_D);CHKERRQ(ierr);
2226   }
2227   /* apply BDDC */
2228   ierr = PetscMemzero(pcbddc->benign_p0,pcbddc->benign_n*sizeof(PetscScalar));CHKERRQ(ierr);
2229   ierr = PCBDDCApplyInterfacePreconditioner(mat_ctx->pc,PETSC_FALSE);CHKERRQ(ierr);
2230   ierr = PetscMemzero(pcbddc->benign_p0,pcbddc->benign_n*sizeof(PetscScalar));CHKERRQ(ierr);
2231 
2232   /* Application of B_delta and assembling of rhs for fetidp fluxes */
2233   ierr = MatMult(mat_ctx->B_delta,pcis->vec1_B,mat_ctx->lambda_local);CHKERRQ(ierr);
2234   ierr = VecScatterBegin(mat_ctx->l2g_lambda,mat_ctx->lambda_local,fetidp_flux_rhs,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
2235   ierr = VecScatterEnd(mat_ctx->l2g_lambda,mat_ctx->lambda_local,fetidp_flux_rhs,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
2236   /* Add contribution to interface pressures */
2237   if (mat_ctx->l2g_p) {
2238     ierr = MatMult(mat_ctx->B_BB,pcis->vec1_B,mat_ctx->vP);CHKERRQ(ierr);
2239     if (pcbddc->switch_static) {
2240       ierr = MatMultAdd(mat_ctx->B_BI,pcis->vec1_D,mat_ctx->vP,mat_ctx->vP);CHKERRQ(ierr);
2241     }
2242     ierr = VecScatterBegin(mat_ctx->l2g_p,mat_ctx->vP,fetidp_flux_rhs,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
2243     ierr = VecScatterEnd(mat_ctx->l2g_p,mat_ctx->vP,fetidp_flux_rhs,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
2244   }
2245   PetscFunctionReturn(0);
2246 }
2247 
2248 /*@
2249  PCBDDCMatFETIDPGetRHS - Compute the right-hand side for FETI-DP linear system using the physical right-hand side
2250 
2251    Collective
2252 
2253    Input Parameters:
2254 +  fetidp_mat      - the FETI-DP matrix object obtained by a call to PCBDDCCreateFETIDPOperators
2255 -  standard_rhs    - the right-hand side of the original linear system
2256 
2257    Output Parameters:
2258 .  fetidp_flux_rhs - the right-hand side for the FETI-DP linear system
2259 
2260    Level: developer
2261 
2262    Notes:
2263 
2264 .seealso: PCBDDC, PCBDDCCreateFETIDPOperators, PCBDDCMatFETIDPGetSolution
2265 @*/
2266 PetscErrorCode PCBDDCMatFETIDPGetRHS(Mat fetidp_mat, Vec standard_rhs, Vec fetidp_flux_rhs)
2267 {
2268   FETIDPMat_ctx  mat_ctx;
2269   PetscErrorCode ierr;
2270 
2271   PetscFunctionBegin;
2272   PetscValidHeaderSpecific(fetidp_mat,MAT_CLASSID,1);
2273   PetscValidHeaderSpecific(standard_rhs,VEC_CLASSID,2);
2274   PetscValidHeaderSpecific(fetidp_flux_rhs,VEC_CLASSID,3);
2275   ierr = MatShellGetContext(fetidp_mat,&mat_ctx);CHKERRQ(ierr);
2276   ierr = PetscUseMethod(mat_ctx->pc,"PCBDDCMatFETIDPGetRHS_C",(Mat,Vec,Vec),(fetidp_mat,standard_rhs,fetidp_flux_rhs));CHKERRQ(ierr);
2277   PetscFunctionReturn(0);
2278 }
2279 
2280 static PetscErrorCode PCBDDCMatFETIDPGetSolution_BDDC(Mat fetidp_mat, Vec fetidp_flux_sol, Vec standard_sol)
2281 {
2282   FETIDPMat_ctx  mat_ctx;
2283   PC_IS*         pcis;
2284   PC_BDDC*       pcbddc;
2285   PetscErrorCode ierr;
2286   Vec            work;
2287 
2288   PetscFunctionBegin;
2289   ierr = MatShellGetContext(fetidp_mat,&mat_ctx);CHKERRQ(ierr);
2290   pcis = (PC_IS*)mat_ctx->pc->data;
2291   pcbddc = (PC_BDDC*)mat_ctx->pc->data;
2292 
2293   /* apply B_delta^T */
2294   ierr = VecSet(pcis->vec1_B,0.);CHKERRQ(ierr);
2295   ierr = VecScatterBegin(mat_ctx->l2g_lambda,fetidp_flux_sol,mat_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
2296   ierr = VecScatterEnd(mat_ctx->l2g_lambda,fetidp_flux_sol,mat_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
2297   ierr = MatMultTranspose(mat_ctx->B_delta,mat_ctx->lambda_local,pcis->vec1_B);CHKERRQ(ierr);
2298   if (mat_ctx->l2g_p) {
2299     ierr = VecScatterBegin(mat_ctx->l2g_p,fetidp_flux_sol,mat_ctx->vP,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
2300     ierr = VecScatterEnd(mat_ctx->l2g_p,fetidp_flux_sol,mat_ctx->vP,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
2301     ierr = MatMultAdd(mat_ctx->Bt_BB,mat_ctx->vP,pcis->vec1_B,pcis->vec1_B);CHKERRQ(ierr);
2302   }
2303 
2304   /* compute rhs for BDDC application */
2305   ierr = VecAYPX(pcis->vec1_B,-1.0,mat_ctx->temp_solution_B);CHKERRQ(ierr);
2306   if (pcbddc->switch_static) {
2307     ierr = VecCopy(mat_ctx->temp_solution_D,pcis->vec1_D);CHKERRQ(ierr);
2308     if (mat_ctx->l2g_p) {
2309       ierr = VecScale(mat_ctx->vP,-1.);CHKERRQ(ierr);
2310       ierr = MatMultAdd(mat_ctx->Bt_BI,mat_ctx->vP,pcis->vec1_D,pcis->vec1_D);CHKERRQ(ierr);
2311     }
2312   }
2313 
2314   /* apply BDDC */
2315   ierr = PetscMemzero(pcbddc->benign_p0,pcbddc->benign_n*sizeof(PetscScalar));CHKERRQ(ierr);
2316   ierr = PCBDDCApplyInterfacePreconditioner(mat_ctx->pc,PETSC_FALSE);CHKERRQ(ierr);
2317 
2318   /* put values into global vector */
2319   if (pcbddc->ChangeOfBasisMatrix) work = pcbddc->work_change;
2320   else work = standard_sol;
2321   ierr = VecScatterBegin(pcis->global_to_B,pcis->vec1_B,work,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
2322   ierr = VecScatterEnd(pcis->global_to_B,pcis->vec1_B,work,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
2323   if (!pcbddc->switch_static) {
2324     /* compute values into the interior if solved for the partially subassembled Schur complement */
2325     ierr = MatMult(pcis->A_IB,pcis->vec1_B,pcis->vec1_D);CHKERRQ(ierr);
2326     ierr = VecAYPX(pcis->vec1_D,-1.0,mat_ctx->temp_solution_D);CHKERRQ(ierr);
2327     ierr = KSPSolve(pcbddc->ksp_D,pcis->vec1_D,pcis->vec1_D);CHKERRQ(ierr);
2328   }
2329 
2330   ierr = VecScatterBegin(pcis->global_to_D,pcis->vec1_D,work,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
2331   ierr = VecScatterEnd(pcis->global_to_D,pcis->vec1_D,work,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
2332   /* add p0 solution to final solution */
2333   ierr = PCBDDCBenignGetOrSetP0(mat_ctx->pc,work,PETSC_FALSE);CHKERRQ(ierr);
2334   if (pcbddc->ChangeOfBasisMatrix) {
2335     ierr = MatMult(pcbddc->ChangeOfBasisMatrix,work,standard_sol);CHKERRQ(ierr);
2336   }
2337   ierr = PCPostSolve_BDDC(mat_ctx->pc,NULL,NULL,standard_sol);CHKERRQ(ierr);
2338   if (mat_ctx->g2g_p) {
2339     ierr = VecScatterBegin(mat_ctx->g2g_p,fetidp_flux_sol,standard_sol,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
2340     ierr = VecScatterEnd(mat_ctx->g2g_p,fetidp_flux_sol,standard_sol,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
2341   }
2342   PetscFunctionReturn(0);
2343 }
2344 
2345 /*@
2346  PCBDDCMatFETIDPGetSolution - Compute the physical solution using the solution of the FETI-DP linear system
2347 
2348    Collective
2349 
2350    Input Parameters:
2351 +  fetidp_mat      - the FETI-DP matrix obtained by a call to PCBDDCCreateFETIDPOperators
2352 -  fetidp_flux_sol - the solution of the FETI-DP linear system
2353 
2354    Output Parameters:
2355 .  standard_sol    - the solution defined on the physical domain
2356 
2357    Level: developer
2358 
2359    Notes:
2360 
2361 .seealso: PCBDDC, PCBDDCCreateFETIDPOperators, PCBDDCMatFETIDPGetRHS
2362 @*/
2363 PetscErrorCode PCBDDCMatFETIDPGetSolution(Mat fetidp_mat, Vec fetidp_flux_sol, Vec standard_sol)
2364 {
2365   FETIDPMat_ctx  mat_ctx;
2366   PetscErrorCode ierr;
2367 
2368   PetscFunctionBegin;
2369   PetscValidHeaderSpecific(fetidp_mat,MAT_CLASSID,1);
2370   PetscValidHeaderSpecific(fetidp_flux_sol,VEC_CLASSID,2);
2371   PetscValidHeaderSpecific(standard_sol,VEC_CLASSID,3);
2372   ierr = MatShellGetContext(fetidp_mat,&mat_ctx);CHKERRQ(ierr);
2373   ierr = PetscUseMethod(mat_ctx->pc,"PCBDDCMatFETIDPGetSolution_C",(Mat,Vec,Vec),(fetidp_mat,fetidp_flux_sol,standard_sol));CHKERRQ(ierr);
2374   PetscFunctionReturn(0);
2375 }
2376 
2377 static PetscErrorCode PCBDDCCreateFETIDPOperators_BDDC(PC pc, PetscBool fully_redundant, const char* prefix, Mat *fetidp_mat, PC *fetidp_pc)
2378 {
2379 
2380   FETIDPMat_ctx  fetidpmat_ctx;
2381   Mat            newmat;
2382   FETIDPPC_ctx   fetidppc_ctx;
2383   PC             newpc;
2384   MPI_Comm       comm;
2385   PetscErrorCode ierr;
2386 
2387   PetscFunctionBegin;
2388   ierr = PetscObjectGetComm((PetscObject)pc,&comm);CHKERRQ(ierr);
2389   /* FETIDP linear matrix */
2390   ierr = PCBDDCCreateFETIDPMatContext(pc,&fetidpmat_ctx);CHKERRQ(ierr);
2391   fetidpmat_ctx->fully_redundant = fully_redundant;
2392   ierr = PCBDDCSetupFETIDPMatContext(fetidpmat_ctx);CHKERRQ(ierr);
2393   ierr = MatCreateShell(comm,fetidpmat_ctx->n,fetidpmat_ctx->n,fetidpmat_ctx->N,fetidpmat_ctx->N,fetidpmat_ctx,&newmat);CHKERRQ(ierr);
2394   ierr = MatShellSetOperation(newmat,MATOP_MULT,(void (*)(void))FETIDPMatMult);CHKERRQ(ierr);
2395   ierr = MatShellSetOperation(newmat,MATOP_MULT_TRANSPOSE,(void (*)(void))FETIDPMatMultTranspose);CHKERRQ(ierr);
2396   ierr = MatShellSetOperation(newmat,MATOP_DESTROY,(void (*)(void))PCBDDCDestroyFETIDPMat);CHKERRQ(ierr);
2397   ierr = MatSetOptionsPrefix(newmat,prefix);CHKERRQ(ierr);
2398   ierr = MatAppendOptionsPrefix(newmat,"fetidp_");CHKERRQ(ierr);
2399   ierr = MatSetUp(newmat);CHKERRQ(ierr);
2400   /* FETIDP preconditioner */
2401   ierr = PCBDDCCreateFETIDPPCContext(pc,&fetidppc_ctx);CHKERRQ(ierr);
2402   ierr = PCBDDCSetupFETIDPPCContext(newmat,fetidppc_ctx);CHKERRQ(ierr);
2403   ierr = PCCreate(comm,&newpc);CHKERRQ(ierr);
2404   ierr = PCSetOperators(newpc,newmat,newmat);CHKERRQ(ierr);
2405   ierr = PCSetOptionsPrefix(newpc,prefix);CHKERRQ(ierr);
2406   ierr = PCAppendOptionsPrefix(newpc,"fetidp_");CHKERRQ(ierr);
2407   if (!fetidpmat_ctx->l2g_lambda_only) {
2408     ierr = PCSetType(newpc,PCSHELL);CHKERRQ(ierr);
2409     ierr = PCShellSetContext(newpc,fetidppc_ctx);CHKERRQ(ierr);
2410     ierr = PCShellSetApply(newpc,FETIDPPCApply);CHKERRQ(ierr);
2411     ierr = PCShellSetApplyTranspose(newpc,FETIDPPCApplyTranspose);CHKERRQ(ierr);
2412     ierr = PCShellSetView(newpc,FETIDPPCView);CHKERRQ(ierr);
2413     ierr = PCShellSetDestroy(newpc,PCBDDCDestroyFETIDPPC);CHKERRQ(ierr);
2414   } else {
2415     KSP      *ksps;
2416     PC       lagpc;
2417     Mat      M,AM,PM;
2418     PetscInt nn;
2419 
2420     ierr = PetscObjectQuery((PetscObject)pc,"__KSPFETIDP_PPmat",(PetscObject*)&M);CHKERRQ(ierr);
2421     ierr = PCSetType(newpc,PCFIELDSPLIT);CHKERRQ(ierr);
2422     ierr = PCFieldSplitSetIS(newpc,"lag",fetidpmat_ctx->lagrange);CHKERRQ(ierr);
2423     ierr = PCFieldSplitSetIS(newpc,"p",fetidpmat_ctx->pressure);CHKERRQ(ierr);
2424     ierr = PCFieldSplitSetType(newpc,PC_COMPOSITE_SCHUR);CHKERRQ(ierr);
2425     ierr = PCFieldSplitSetSchurFactType(newpc,PC_FIELDSPLIT_SCHUR_FACT_DIAG);CHKERRQ(ierr);
2426     ierr = PCFieldSplitSetSchurPre(newpc,PC_FIELDSPLIT_SCHUR_PRE_USER,M);CHKERRQ(ierr);
2427     ierr = PCFieldSplitSetSchurScale(newpc,1.0);CHKERRQ(ierr);
2428     ierr = PCSetFromOptions(newpc);CHKERRQ(ierr);
2429     ierr = PCSetUp(newpc);CHKERRQ(ierr);
2430 
2431     /* set the solver for the (0,0) block */
2432     ierr = PCFieldSplitGetSubKSP(newpc,&nn,&ksps);CHKERRQ(ierr);
2433     ierr = PCCreate(comm,&lagpc);CHKERRQ(ierr);
2434     ierr = PCSetType(lagpc,PCSHELL);CHKERRQ(ierr);
2435     ierr = KSPGetOperators(ksps[0],&AM,&PM);CHKERRQ(ierr);
2436     ierr = PCSetOperators(lagpc,AM,PM);CHKERRQ(ierr);
2437     ierr = PCShellSetContext(lagpc,fetidppc_ctx);CHKERRQ(ierr);
2438     ierr = PCShellSetApply(lagpc,FETIDPPCApply);CHKERRQ(ierr);
2439     ierr = PCShellSetApplyTranspose(lagpc,FETIDPPCApplyTranspose);CHKERRQ(ierr);
2440     ierr = PCShellSetView(lagpc,FETIDPPCView);CHKERRQ(ierr);
2441     ierr = PCShellSetDestroy(lagpc,PCBDDCDestroyFETIDPPC);CHKERRQ(ierr);
2442     ierr = KSPSetPC(ksps[0],lagpc);CHKERRQ(ierr);
2443     ierr = PCDestroy(&lagpc);CHKERRQ(ierr);
2444     ierr = PetscFree(ksps);CHKERRQ(ierr);
2445   }
2446   /* return pointers for objects created */
2447   *fetidp_mat = newmat;
2448   *fetidp_pc = newpc;
2449   PetscFunctionReturn(0);
2450 }
2451 
2452 /*@C
2453  PCBDDCCreateFETIDPOperators - Create FETI-DP operators
2454 
2455    Collective
2456 
2457    Input Parameters:
2458 +  pc - the BDDC preconditioning context (setup should have been called before)
2459 .  fully_redundant - true for a fully redundant set of Lagrange multipliers
2460 -  prefix - optional options database prefix for the objects to be created (can be NULL)
2461 
2462    Output Parameters:
2463 +  fetidp_mat - shell FETI-DP matrix object
2464 -  fetidp_pc  - shell Dirichlet preconditioner for FETI-DP matrix
2465 
2466    Level: developer
2467 
2468    Notes:
2469      Currently the only operations provided for FETI-DP matrix are MatMult and MatMultTranspose
2470 
2471 .seealso: PCBDDC, PCBDDCMatFETIDPGetRHS, PCBDDCMatFETIDPGetSolution
2472 @*/
2473 PetscErrorCode PCBDDCCreateFETIDPOperators(PC pc, PetscBool fully_redundant, const char *prefix, Mat *fetidp_mat, PC *fetidp_pc)
2474 {
2475   PetscErrorCode ierr;
2476 
2477   PetscFunctionBegin;
2478   PetscValidHeaderSpecific(pc,PC_CLASSID,1);
2479   if (pc->setupcalled) {
2480     ierr = PetscUseMethod(pc,"PCBDDCCreateFETIDPOperators_C",(PC,PetscBool,const char*,Mat*,PC*),(pc,fully_redundant,prefix,fetidp_mat,fetidp_pc));CHKERRQ(ierr);
2481   } else SETERRQ(PetscObjectComm((PetscObject)pc),PETSC_ERR_SUP,"You must call PCSetup_BDDC() first \n");
2482   PetscFunctionReturn(0);
2483 }
2484 /* -------------------------------------------------------------------------- */
2485 /*MC
2486    PCBDDC - Balancing Domain Decomposition by Constraints.
2487 
2488    An implementation of the BDDC preconditioner based on
2489 
2490 .vb
2491    [1] C. R. Dohrmann. "An approximate BDDC preconditioner", Numerical Linear Algebra with Applications Volume 14, Issue 2, pages 149-168, March 2007
2492    [2] A. Klawonn and O. B. Widlund. "Dual-Primal FETI Methods for Linear Elasticity", http://cs.nyu.edu/csweb/Research/TechReports/TR2004-855/TR2004-855.pdf
2493    [3] J. Mandel, B. Sousedik, C. R. Dohrmann. "Multispace and Multilevel BDDC", http://arxiv.org/abs/0712.3977
2494    [4] C. Pechstein and C. R. Dohrmann. "Modern domain decomposition methods BDDC, deluxe scaling, and an algebraic approach", Seminar talk, Linz, December 2013, http://people.ricam.oeaw.ac.at/c.pechstein/pechstein-bddc2013.pdf
2495 .ve
2496 
2497    The matrix to be preconditioned (Pmat) must be of type MATIS.
2498 
2499    Currently works with MATIS matrices with local matrices of type MATSEQAIJ, MATSEQBAIJ or MATSEQSBAIJ, either with real or complex numbers.
2500 
2501    It also works with unsymmetric and indefinite problems.
2502 
2503    Unlike 'conventional' interface preconditioners, PCBDDC iterates over all degrees of freedom, not just those on the interface. This allows the use of approximate solvers on the subdomains.
2504 
2505    Approximate local solvers are automatically adapted (see [1]) if the user has attached a nullspace object to the subdomain matrices, and informed BDDC of using approximate solvers (via the command line).
2506 
2507    Boundary nodes are split in vertices, edges and faces classes using information from the local to global mapping of dofs and the local connectivity graph of nodes. The latter can be customized by using PCBDDCSetLocalAdjacencyGraph()
2508    Additional information on dofs can be provided by using PCBDDCSetDofsSplitting(), PCBDDCSetDirichletBoundaries(), PCBDDCSetNeumannBoundaries(), and PCBDDCSetPrimalVerticesIS() and their local counterparts.
2509 
2510    Constraints can be customized by attaching a MatNullSpace object to the MATIS matrix via MatSetNearNullSpace(). Non-singular modes are retained via SVD.
2511 
2512    Change of basis is performed similarly to [2] when requested. When more than one constraint is present on a single connected component (i.e. an edge or a face), a robust method based on local QR factorizations is used.
2513    User defined change of basis can be passed to PCBDDC by using PCBDDCSetChangeOfBasisMat()
2514 
2515    The PETSc implementation also supports multilevel BDDC [3]. Coarse grids are partitioned using a MatPartitioning object.
2516 
2517    Adaptive selection of primal constraints [4] is supported for SPD systems with high-contrast in the coefficients if MUMPS or MKL_PARDISO are present. Future versions of the code will also consider using PASTIX.
2518 
2519    An experimental interface to the FETI-DP method is available. FETI-DP operators could be created using PCBDDCCreateFETIDPOperators(). A stand-alone class for the FETI-DP method will be provided in the next releases.
2520    Deluxe scaling is not supported yet for FETI-DP.
2521 
2522    Options Database Keys (some of them, run with -h for a complete list):
2523 
2524 .    -pc_bddc_use_vertices <true> - use or not vertices in primal space
2525 .    -pc_bddc_use_edges <true> - use or not edges in primal space
2526 .    -pc_bddc_use_faces <false> - use or not faces in primal space
2527 .    -pc_bddc_symmetric <true> - symmetric computation of primal basis functions. Specify false for unsymmetric problems
2528 .    -pc_bddc_use_change_of_basis <false> - use change of basis approach (on edges only)
2529 .    -pc_bddc_use_change_on_faces <false> - use change of basis approach on faces if change of basis has been requested
2530 .    -pc_bddc_switch_static <false> - switches from M_2 (default) to M_3 operator (see reference article [1])
2531 .    -pc_bddc_levels <0> - maximum number of levels for multilevel
2532 .    -pc_bddc_coarsening_ratio <8> - number of subdomains which will be aggregated together at the coarser level (e.g. H/h ratio at the coarser level, significative only in the multilevel case)
2533 .    -pc_bddc_redistribute <0> - size of a subset of processors where the coarse problem will be remapped (the value is ignored if not at the coarsest level)
2534 .    -pc_bddc_use_deluxe_scaling <false> - use deluxe scaling
2535 .    -pc_bddc_schur_layers <-1> - select the economic version of deluxe scaling by specifying the number of layers (-1 corresponds to the original deluxe scaling)
2536 .    -pc_bddc_adaptive_threshold <0.0> - when a value greater than one is specified, adaptive selection of constraints is performed on edges and faces (requires deluxe scaling and MUMPS or MKL_PARDISO installed)
2537 -    -pc_bddc_check_level <0> - set verbosity level of debugging output
2538 
2539    Options for Dirichlet, Neumann or coarse solver can be set with
2540 .vb
2541       -pc_bddc_dirichlet_
2542       -pc_bddc_neumann_
2543       -pc_bddc_coarse_
2544 .ve
2545    e.g -pc_bddc_dirichlet_ksp_type richardson -pc_bddc_dirichlet_pc_type gamg. PCBDDC uses by default KPSPREONLY and PCLU.
2546 
2547    When using a multilevel approach, solvers' options at the N-th level (N > 1) can be specified as
2548 .vb
2549       -pc_bddc_dirichlet_lN_
2550       -pc_bddc_neumann_lN_
2551       -pc_bddc_coarse_lN_
2552 .ve
2553    Note that level number ranges from the finest (0) to the coarsest (N).
2554    In order to specify options for the BDDC operators at the coarser levels (and not for the solvers), prepend -pc_bddc_coarse_ or -pc_bddc_coarse_l to the option, e.g.
2555 .vb
2556      -pc_bddc_coarse_pc_bddc_adaptive_threshold 5 -pc_bddc_coarse_l1_pc_bddc_redistribute 3
2557 .ve
2558    will use a threshold of 5 for constraints' selection at the first coarse level and will redistribute the coarse problem of the first coarse level on 3 processors
2559 
2560    Level: intermediate
2561 
2562    Developer notes:
2563 
2564    Contributed by Stefano Zampini
2565 
2566 .seealso:  PCCreate(), PCSetType(), PCType (for list of available types), PC,  MATIS
2567 M*/
2568 
2569 PETSC_EXTERN PetscErrorCode PCCreate_BDDC(PC pc)
2570 {
2571   PetscErrorCode      ierr;
2572   PC_BDDC             *pcbddc;
2573 
2574   PetscFunctionBegin;
2575   ierr     = PetscNewLog(pc,&pcbddc);CHKERRQ(ierr);
2576   pc->data = (void*)pcbddc;
2577 
2578   /* create PCIS data structure */
2579   ierr = PCISCreate(pc);CHKERRQ(ierr);
2580 
2581   /* create local graph structure */
2582   ierr = PCBDDCGraphCreate(&pcbddc->mat_graph);CHKERRQ(ierr);
2583 
2584   /* BDDC nonzero defaults */
2585   pcbddc->use_local_adj             = PETSC_TRUE;
2586   pcbddc->use_vertices              = PETSC_TRUE;
2587   pcbddc->use_edges                 = PETSC_TRUE;
2588   pcbddc->symmetric_primal          = PETSC_TRUE;
2589   pcbddc->vertex_size               = 1;
2590   pcbddc->recompute_topography      = PETSC_TRUE;
2591   pcbddc->coarse_size               = -1;
2592   pcbddc->use_exact_dirichlet_trick = PETSC_TRUE;
2593   pcbddc->coarsening_ratio          = 8;
2594   pcbddc->coarse_eqs_per_proc       = 1;
2595   pcbddc->benign_compute_correction = PETSC_TRUE;
2596   pcbddc->nedfield                  = -1;
2597   pcbddc->nedglobal                 = PETSC_TRUE;
2598   pcbddc->graphmaxcount             = PETSC_MAX_INT;
2599   pcbddc->sub_schurs_layers         = -1;
2600 
2601   /* function pointers */
2602   pc->ops->apply               = PCApply_BDDC;
2603   pc->ops->applytranspose      = PCApplyTranspose_BDDC;
2604   pc->ops->setup               = PCSetUp_BDDC;
2605   pc->ops->destroy             = PCDestroy_BDDC;
2606   pc->ops->setfromoptions      = PCSetFromOptions_BDDC;
2607   pc->ops->view                = PCView_BDDC;
2608   pc->ops->applyrichardson     = 0;
2609   pc->ops->applysymmetricleft  = 0;
2610   pc->ops->applysymmetricright = 0;
2611   pc->ops->presolve            = PCPreSolve_BDDC;
2612   pc->ops->postsolve           = PCPostSolve_BDDC;
2613   pc->ops->reset               = PCReset_BDDC;
2614 
2615   /* composing function */
2616   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetDiscreteGradient_C",PCBDDCSetDiscreteGradient_BDDC);CHKERRQ(ierr);
2617   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetDivergenceMat_C",PCBDDCSetDivergenceMat_BDDC);CHKERRQ(ierr);
2618   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetChangeOfBasisMat_C",PCBDDCSetChangeOfBasisMat_BDDC);CHKERRQ(ierr);
2619   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetPrimalVerticesLocalIS_C",PCBDDCSetPrimalVerticesLocalIS_BDDC);CHKERRQ(ierr);
2620   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetPrimalVerticesIS_C",PCBDDCSetPrimalVerticesIS_BDDC);CHKERRQ(ierr);
2621   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetCoarseningRatio_C",PCBDDCSetCoarseningRatio_BDDC);CHKERRQ(ierr);
2622   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetLevel_C",PCBDDCSetLevel_BDDC);CHKERRQ(ierr);
2623   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetUseExactDirichlet_C",PCBDDCSetUseExactDirichlet_BDDC);CHKERRQ(ierr);
2624   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetLevels_C",PCBDDCSetLevels_BDDC);CHKERRQ(ierr);
2625   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetDirichletBoundaries_C",PCBDDCSetDirichletBoundaries_BDDC);CHKERRQ(ierr);
2626   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetDirichletBoundariesLocal_C",PCBDDCSetDirichletBoundariesLocal_BDDC);CHKERRQ(ierr);
2627   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetNeumannBoundaries_C",PCBDDCSetNeumannBoundaries_BDDC);CHKERRQ(ierr);
2628   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetNeumannBoundariesLocal_C",PCBDDCSetNeumannBoundariesLocal_BDDC);CHKERRQ(ierr);
2629   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCGetDirichletBoundaries_C",PCBDDCGetDirichletBoundaries_BDDC);CHKERRQ(ierr);
2630   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCGetDirichletBoundariesLocal_C",PCBDDCGetDirichletBoundariesLocal_BDDC);CHKERRQ(ierr);
2631   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCGetNeumannBoundaries_C",PCBDDCGetNeumannBoundaries_BDDC);CHKERRQ(ierr);
2632   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCGetNeumannBoundariesLocal_C",PCBDDCGetNeumannBoundariesLocal_BDDC);CHKERRQ(ierr);
2633   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetDofsSplitting_C",PCBDDCSetDofsSplitting_BDDC);CHKERRQ(ierr);
2634   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetDofsSplittingLocal_C",PCBDDCSetDofsSplittingLocal_BDDC);CHKERRQ(ierr);
2635   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCSetLocalAdjacencyGraph_C",PCBDDCSetLocalAdjacencyGraph_BDDC);CHKERRQ(ierr);
2636   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCCreateFETIDPOperators_C",PCBDDCCreateFETIDPOperators_BDDC);CHKERRQ(ierr);
2637   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCMatFETIDPGetRHS_C",PCBDDCMatFETIDPGetRHS_BDDC);CHKERRQ(ierr);
2638   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCBDDCMatFETIDPGetSolution_C",PCBDDCMatFETIDPGetSolution_BDDC);CHKERRQ(ierr);
2639   ierr = PetscObjectComposeFunction((PetscObject)pc,"PCPreSolveChangeRHS_C",PCPreSolveChangeRHS_BDDC);CHKERRQ(ierr);
2640   PetscFunctionReturn(0);
2641 }
2642 
2643