xref: /petsc/src/ksp/pc/impls/bddc/bddcprivate.c (revision f8a5e270dc6f937d143bafaf8aed84a16ca8a628)
1 #include <../src/mat/impls/aij/seq/aij.h>
2 #include <../src/ksp/pc/impls/bddc/bddc.h>
3 #include <../src/ksp/pc/impls/bddc/bddcprivate.h>
4 #include <petscdmplex.h>
5 #include <petscblaslapack.h>
6 #include <petsc/private/sfimpl.h>
7 #include <petsc/private/dmpleximpl.h>
8 
9 static PetscErrorCode MatMPIAIJRestrict(Mat,MPI_Comm,Mat*);
10 
11 /* if range is true,  it returns B s.t. span{B} = range(A)
12    if range is false, it returns B s.t. range(B) _|_ range(A) */
13 PetscErrorCode MatDenseOrthogonalRangeOrComplement(Mat A, PetscBool range, PetscInt lw, PetscScalar *work, PetscReal *rwork, Mat *B)
14 {
15 #if !defined(PETSC_USE_COMPLEX)
16   PetscScalar    *uwork,*data,*U, ds = 0.;
17   PetscReal      *sing;
18   PetscBLASInt   bM,bN,lwork,lierr,di = 1;
19   PetscInt       ulw,i,nr,nc,n;
20   PetscErrorCode ierr;
21 
22   PetscFunctionBegin;
23 #if defined(PETSC_MISSING_LAPACK_GESVD)
24   SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"LAPACK _GESVD not available");
25 #else
26   ierr = MatGetSize(A,&nr,&nc);CHKERRQ(ierr);
27   if (!nr || !nc) PetscFunctionReturn(0);
28 
29   /* workspace */
30   if (!work) {
31     ulw  = PetscMax(PetscMax(1,5*PetscMin(nr,nc)),3*PetscMin(nr,nc)+PetscMax(nr,nc));
32     ierr = PetscMalloc1(ulw,&uwork);CHKERRQ(ierr);
33   } else {
34     ulw   = lw;
35     uwork = work;
36   }
37   n = PetscMin(nr,nc);
38   if (!rwork) {
39     ierr = PetscMalloc1(n,&sing);CHKERRQ(ierr);
40   } else {
41     sing = rwork;
42   }
43 
44   /* SVD */
45   ierr = PetscMalloc1(nr*nr,&U);CHKERRQ(ierr);
46   ierr = PetscBLASIntCast(nr,&bM);CHKERRQ(ierr);
47   ierr = PetscBLASIntCast(nc,&bN);CHKERRQ(ierr);
48   ierr = PetscBLASIntCast(ulw,&lwork);CHKERRQ(ierr);
49   ierr = MatDenseGetArray(A,&data);CHKERRQ(ierr);
50   ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
51   PetscStackCallBLAS("LAPACKgesvd",LAPACKgesvd_("A","N",&bM,&bN,data,&bM,sing,U,&bM,&ds,&di,uwork,&lwork,&lierr));
52   ierr = PetscFPTrapPop();CHKERRQ(ierr);
53   if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in GESVD Lapack routine %d",(int)lierr);
54   ierr = MatDenseRestoreArray(A,&data);CHKERRQ(ierr);
55   for (i=0;i<n;i++) if (sing[i] < PETSC_SMALL) break;
56   if (!rwork) {
57     ierr = PetscFree(sing);CHKERRQ(ierr);
58   }
59   if (!work) {
60     ierr = PetscFree(uwork);CHKERRQ(ierr);
61   }
62   /* create B */
63   if (!range) {
64     ierr = MatCreateSeqDense(PETSC_COMM_SELF,nr,nr-i,NULL,B);CHKERRQ(ierr);
65     ierr = MatDenseGetArray(*B,&data);CHKERRQ(ierr);
66     ierr = PetscMemcpy(data,U+nr*i,(nr-i)*nr*sizeof(PetscScalar));CHKERRQ(ierr);
67   } else {
68     ierr = MatCreateSeqDense(PETSC_COMM_SELF,nr,i,NULL,B);CHKERRQ(ierr);
69     ierr = MatDenseGetArray(*B,&data);CHKERRQ(ierr);
70     ierr = PetscMemcpy(data,U,i*nr*sizeof(PetscScalar));CHKERRQ(ierr);
71   }
72   ierr = MatDenseRestoreArray(*B,&data);CHKERRQ(ierr);
73   ierr = PetscFree(U);CHKERRQ(ierr);
74 #endif
75 #else /* PETSC_USE_COMPLEX */
76   PetscFunctionBegin;
77   SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Not implemented for complexes");
78 #endif
79   PetscFunctionReturn(0);
80 }
81 
82 /* TODO REMOVE */
83 #if defined(PRINT_GDET)
84 static int inc = 0;
85 static int lev = 0;
86 #endif
87 
88 PetscErrorCode PCBDDCComputeNedelecChangeEdge(Mat lG, IS edge, IS extrow, IS extcol, IS corners, Mat* Gins, Mat* GKins, PetscScalar cvals[2], PetscScalar *work, PetscReal *rwork)
89 {
90   PetscErrorCode ierr;
91   Mat            GE,GEd;
92   PetscInt       rsize,csize,esize;
93   PetscScalar    *ptr;
94 
95   PetscFunctionBegin;
96   ierr = ISGetSize(edge,&esize);CHKERRQ(ierr);
97   if (!esize) PetscFunctionReturn(0);
98   ierr = ISGetSize(extrow,&rsize);CHKERRQ(ierr);
99   ierr = ISGetSize(extcol,&csize);CHKERRQ(ierr);
100 
101   /* gradients */
102   ptr  = work + 5*esize;
103   ierr = MatCreateSubMatrix(lG,extrow,extcol,MAT_INITIAL_MATRIX,&GE);CHKERRQ(ierr);
104   ierr = MatCreateSeqDense(PETSC_COMM_SELF,rsize,csize,ptr,Gins);CHKERRQ(ierr);
105   ierr = MatConvert(GE,MATSEQDENSE,MAT_REUSE_MATRIX,Gins);CHKERRQ(ierr);
106   ierr = MatDestroy(&GE);CHKERRQ(ierr);
107 
108   /* constants */
109   ptr += rsize*csize;
110   ierr = MatCreateSeqDense(PETSC_COMM_SELF,esize,csize,ptr,&GEd);CHKERRQ(ierr);
111   ierr = MatCreateSubMatrix(lG,edge,extcol,MAT_INITIAL_MATRIX,&GE);CHKERRQ(ierr);
112   ierr = MatConvert(GE,MATSEQDENSE,MAT_REUSE_MATRIX,&GEd);CHKERRQ(ierr);
113   ierr = MatDestroy(&GE);CHKERRQ(ierr);
114   ierr = MatDenseOrthogonalRangeOrComplement(GEd,PETSC_FALSE,5*esize,work,rwork,GKins);CHKERRQ(ierr);
115   ierr = MatDestroy(&GEd);CHKERRQ(ierr);
116 
117   if (corners) {
118     Mat            GEc;
119     PetscScalar    *vals,v;
120 
121     ierr = MatCreateSubMatrix(lG,edge,corners,MAT_INITIAL_MATRIX,&GEc);CHKERRQ(ierr);
122     ierr = MatTransposeMatMult(GEc,*GKins,MAT_INITIAL_MATRIX,1.0,&GEd);CHKERRQ(ierr);
123     ierr = MatDenseGetArray(GEd,&vals);CHKERRQ(ierr);
124     /* v    = PetscAbsScalar(vals[0]) */;
125     v    = 1.;
126     cvals[0] = vals[0]/v;
127     cvals[1] = vals[1]/v;
128     ierr = MatDenseRestoreArray(GEd,&vals);CHKERRQ(ierr);
129     ierr = MatScale(*GKins,1./v);CHKERRQ(ierr);
130 #if defined(PRINT_GDET)
131     {
132       PetscViewer viewer;
133       char filename[256];
134       sprintf(filename,"Gdet_l%d_r%d_cc%d.m",lev,PetscGlobalRank,inc++);
135       ierr = PetscViewerASCIIOpen(PETSC_COMM_SELF,filename,&viewer);CHKERRQ(ierr);
136       ierr = PetscViewerPushFormat(viewer,PETSC_VIEWER_ASCII_MATLAB);CHKERRQ(ierr);
137       ierr = PetscObjectSetName((PetscObject)GEc,"GEc");CHKERRQ(ierr);
138       ierr = MatView(GEc,viewer);CHKERRQ(ierr);
139       ierr = PetscObjectSetName((PetscObject)(*GKins),"GK");CHKERRQ(ierr);
140       ierr = MatView(*GKins,viewer);CHKERRQ(ierr);
141       ierr = PetscObjectSetName((PetscObject)GEd,"Gproj");CHKERRQ(ierr);
142       ierr = MatView(GEd,viewer);CHKERRQ(ierr);
143       ierr = PetscViewerDestroy(&viewer);CHKERRQ(ierr);
144     }
145 #endif
146     ierr = MatDestroy(&GEd);CHKERRQ(ierr);
147     ierr = MatDestroy(&GEc);CHKERRQ(ierr);
148   }
149 
150   PetscFunctionReturn(0);
151 }
152 
153 PetscErrorCode PCBDDCNedelecSupport(PC pc)
154 {
155   PC_BDDC                *pcbddc = (PC_BDDC*)pc->data;
156   Mat_IS                 *matis = (Mat_IS*)pc->pmat->data;
157   Mat                    G,T,conn,lG,lGt,lGis,lGall,lGe,lGinit;
158   Vec                    tvec;
159   PetscSF                sfv;
160   ISLocalToGlobalMapping el2g,vl2g,fl2g,al2g;
161   MPI_Comm               comm;
162   IS                     lned,primals,allprimals,nedfieldlocal;
163   IS                     *eedges,*extrows,*extcols,*alleedges;
164   PetscBT                btv,bte,btvc,btb,btbd,btvcand,btvi,btee,bter;
165   PetscScalar            *vals,*work;
166   PetscReal              *rwork;
167   const PetscInt         *idxs,*ii,*jj,*iit,*jjt;
168   PetscInt               ne,nv,Lv,order,n,field;
169   PetscInt               n_neigh,*neigh,*n_shared,**shared;
170   PetscInt               i,j,extmem,cum,maxsize,nee;
171   PetscInt               *extrow,*extrowcum,*marks,*vmarks,*gidxs;
172   PetscInt               *sfvleaves,*sfvroots;
173   PetscInt               *corners,*cedges;
174   PetscInt               *ecount,**eneighs,*vcount,**vneighs;
175 #if defined(PETSC_USE_DEBUG)
176   PetscInt               *emarks;
177 #endif
178   PetscBool              print,eerr,done,lrc[2],conforming,global,singular,setprimal;
179   PetscErrorCode         ierr;
180 
181   PetscFunctionBegin;
182   /* If the discrete gradient is defined for a subset of dofs and global is true,
183      it assumes G is given in global ordering for all the dofs.
184      Otherwise, the ordering is global for the Nedelec field */
185   order      = pcbddc->nedorder;
186   conforming = pcbddc->conforming;
187   field      = pcbddc->nedfield;
188   global     = pcbddc->nedglobal;
189   setprimal  = PETSC_FALSE;
190   print      = PETSC_FALSE;
191   singular   = PETSC_FALSE;
192 
193   /* Command line customization */
194   ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)pc),((PetscObject)pc)->prefix,"BDDC Nedelec options","PC");CHKERRQ(ierr);
195   ierr = PetscOptionsBool("-pc_bddc_nedelec_field_primal","All edge dofs set as primals: Toselli's algorithm C",NULL,setprimal,&setprimal,NULL);CHKERRQ(ierr);
196   ierr = PetscOptionsBool("-pc_bddc_nedelec_singular","Infer nullspace from discrete gradient",NULL,singular,&singular,NULL);CHKERRQ(ierr);
197   ierr = PetscOptionsInt("-pc_bddc_nedelec_order","Test variable order code (to be removed)",NULL,order,&order,NULL);CHKERRQ(ierr);
198   /* print debug info TODO: to be removed */
199   ierr = PetscOptionsBool("-pc_bddc_nedelec_print","Print debug info",NULL,print,&print,NULL);CHKERRQ(ierr);
200   ierr = PetscOptionsEnd();CHKERRQ(ierr);
201 
202   /* Return if there are no edges in the decomposition and the problem is not singular */
203   ierr = MatGetLocalToGlobalMapping(pc->pmat,&al2g,NULL);CHKERRQ(ierr);
204   ierr = ISLocalToGlobalMappingGetSize(al2g,&n);CHKERRQ(ierr);
205   ierr = PetscObjectGetComm((PetscObject)pc,&comm);CHKERRQ(ierr);
206   if (!singular) {
207     ierr   = VecGetArrayRead(matis->counter,(const PetscScalar**)&vals);CHKERRQ(ierr);
208     lrc[0] = PETSC_FALSE;
209     for (i=0;i<n;i++) {
210       if (PetscRealPart(vals[i]) > 2.) {
211         lrc[0] = PETSC_TRUE;
212         break;
213       }
214     }
215     ierr = VecRestoreArrayRead(matis->counter,(const PetscScalar**)&vals);CHKERRQ(ierr);
216     ierr = MPIU_Allreduce(&lrc[0],&lrc[1],1,MPIU_BOOL,MPI_LOR,comm);CHKERRQ(ierr);
217     if (!lrc[1]) PetscFunctionReturn(0);
218   }
219 
220   /* Get Nedelec field */
221   ierr = MatISSetUpSF(pc->pmat);CHKERRQ(ierr);
222   if (pcbddc->n_ISForDofsLocal && field >= pcbddc->n_ISForDofsLocal) SETERRQ2(comm,PETSC_ERR_USER,"Invalid field for Nedelec %d: number of fields is %d",field,pcbddc->n_ISForDofsLocal);
223   if (pcbddc->n_ISForDofsLocal && field >= 0) {
224     ierr          = PetscObjectReference((PetscObject)pcbddc->ISForDofsLocal[field]);CHKERRQ(ierr);
225     nedfieldlocal = pcbddc->ISForDofsLocal[field];
226     ierr          = ISGetLocalSize(nedfieldlocal,&ne);CHKERRQ(ierr);
227   } else if (!pcbddc->n_ISForDofsLocal && field != PETSC_DECIDE) {
228     ne            = n;
229     nedfieldlocal = NULL;
230     global        = PETSC_TRUE;
231   } else if (field == PETSC_DECIDE) {
232     PetscInt rst,ren,*idx;
233 
234     ierr = PetscMemzero(matis->sf_leafdata,n*sizeof(PetscInt));CHKERRQ(ierr);
235     ierr = PetscMemzero(matis->sf_rootdata,pc->pmat->rmap->n*sizeof(PetscInt));CHKERRQ(ierr);
236     ierr = MatGetOwnershipRange(pcbddc->discretegradient,&rst,&ren);CHKERRQ(ierr);
237     for (i=rst;i<ren;i++) {
238       PetscInt nc;
239 
240       ierr = MatGetRow(pcbddc->discretegradient,i,&nc,NULL,NULL);CHKERRQ(ierr);
241       if (nc > 1) matis->sf_rootdata[i-rst] = 1;
242       ierr = MatRestoreRow(pcbddc->discretegradient,i,&nc,NULL,NULL);CHKERRQ(ierr);
243     }
244     ierr = PetscSFBcastBegin(matis->sf,MPIU_INT,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
245     ierr = PetscSFBcastEnd(matis->sf,MPIU_INT,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
246     ierr = PetscMalloc1(n,&idx);CHKERRQ(ierr);
247     for (i=0,ne=0;i<n;i++) if (matis->sf_leafdata[i]) idx[ne++] = i;
248     ierr = ISCreateGeneral(comm,ne,idx,PETSC_OWN_POINTER,&nedfieldlocal);CHKERRQ(ierr);
249   } else {
250     SETERRQ(comm,PETSC_ERR_USER,"When multiple fields are present, the Nedelec field has to be specified");
251   }
252 
253   /* Sanity checks */
254   if (!order && !conforming) SETERRQ(comm,PETSC_ERR_SUP,"Variable order and non-conforming spaces are not supported at the same time");
255   if (pcbddc->user_ChangeOfBasisMatrix) SETERRQ(comm,PETSC_ERR_SUP,"Cannot generate Nedelec support with user defined change of basis");
256   if (order && ne%order) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_USER,"The number of local edge dofs %d it's not a multiple of the order %d",ne,order);
257 
258   /* Just set primal dofs and return */
259   if (setprimal) {
260     IS       enedfieldlocal;
261     PetscInt *eidxs;
262 
263     ierr = PetscMalloc1(ne,&eidxs);CHKERRQ(ierr);
264     ierr = VecGetArrayRead(matis->counter,(const PetscScalar**)&vals);CHKERRQ(ierr);
265     if (nedfieldlocal) {
266       ierr = ISGetIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
267       for (i=0,cum=0;i<ne;i++) {
268         if (PetscRealPart(vals[idxs[i]]) > 2.) {
269           eidxs[cum++] = idxs[i];
270         }
271       }
272       ierr = ISRestoreIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
273     } else {
274       for (i=0,cum=0;i<ne;i++) {
275         if (PetscRealPart(vals[i]) > 2.) {
276           eidxs[cum++] = i;
277         }
278       }
279     }
280     ierr = VecRestoreArrayRead(matis->counter,(const PetscScalar**)&vals);CHKERRQ(ierr);
281     ierr = ISCreateGeneral(comm,cum,eidxs,PETSC_COPY_VALUES,&enedfieldlocal);CHKERRQ(ierr);
282     ierr = PCBDDCSetPrimalVerticesLocalIS(pc,enedfieldlocal);CHKERRQ(ierr);
283     ierr = PetscFree(eidxs);CHKERRQ(ierr);
284     ierr = ISDestroy(&nedfieldlocal);CHKERRQ(ierr);
285     ierr = ISDestroy(&enedfieldlocal);CHKERRQ(ierr);
286     PetscFunctionReturn(0);
287   }
288 
289   /* Compute some l2g maps */
290   if (nedfieldlocal) {
291     IS is;
292 
293     /* need to map from the local Nedelec field to local numbering */
294     ierr = ISLocalToGlobalMappingCreateIS(nedfieldlocal,&fl2g);CHKERRQ(ierr);
295     /* need to map from the local Nedelec field to global numbering for the whole dofs*/
296     ierr = ISLocalToGlobalMappingApplyIS(al2g,nedfieldlocal,&is);CHKERRQ(ierr);
297     ierr = ISLocalToGlobalMappingCreateIS(is,&al2g);CHKERRQ(ierr);
298     /* need to map from the local Nedelec field to global numbering (for Nedelec only) */
299     if (global) {
300       ierr = PetscObjectReference((PetscObject)al2g);CHKERRQ(ierr);
301       el2g = al2g;
302     } else {
303       IS gis;
304 
305       ierr = ISRenumber(is,NULL,NULL,&gis);CHKERRQ(ierr);
306       ierr = ISLocalToGlobalMappingCreateIS(gis,&el2g);CHKERRQ(ierr);
307       ierr = ISDestroy(&gis);CHKERRQ(ierr);
308     }
309     ierr = ISDestroy(&is);CHKERRQ(ierr);
310   } else {
311     /* restore default */
312     pcbddc->nedfield = -1;
313     /* one ref for the destruction of al2g, one for el2g */
314     ierr = PetscObjectReference((PetscObject)al2g);CHKERRQ(ierr);
315     ierr = PetscObjectReference((PetscObject)al2g);CHKERRQ(ierr);
316     el2g = al2g;
317     fl2g = NULL;
318   }
319 
320   /* Start communication to drop connections for interior edges (for cc analysis only) */
321   ierr = PetscMemzero(matis->sf_leafdata,n*sizeof(PetscInt));CHKERRQ(ierr);
322   ierr = PetscMemzero(matis->sf_rootdata,pc->pmat->rmap->n*sizeof(PetscInt));CHKERRQ(ierr);
323   if (nedfieldlocal) {
324     ierr = ISGetIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
325     for (i=0;i<ne;i++) matis->sf_leafdata[idxs[i]] = 1;
326     ierr = ISRestoreIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
327   } else {
328     for (i=0;i<ne;i++) matis->sf_leafdata[i] = 1;
329   }
330   ierr = PetscSFReduceBegin(matis->sf,MPIU_INT,matis->sf_leafdata,matis->sf_rootdata,MPI_SUM);CHKERRQ(ierr);
331   ierr = PetscSFReduceEnd(matis->sf,MPIU_INT,matis->sf_leafdata,matis->sf_rootdata,MPI_SUM);CHKERRQ(ierr);
332 
333   if (!singular) { /* drop connections with interior edges to avoid unneeded communications and memory movements */
334     ierr = MatDuplicate(pcbddc->discretegradient,MAT_COPY_VALUES,&G);CHKERRQ(ierr);
335     ierr = MatSetOption(G,MAT_KEEP_NONZERO_PATTERN,PETSC_FALSE);CHKERRQ(ierr);
336     if (global) {
337       PetscInt rst;
338 
339       ierr = MatGetOwnershipRange(G,&rst,NULL);CHKERRQ(ierr);
340       for (i=0,cum=0;i<pc->pmat->rmap->n;i++) {
341         if (matis->sf_rootdata[i] < 2) {
342           matis->sf_rootdata[cum++] = i + rst;
343         }
344       }
345       ierr = MatSetOption(G,MAT_NO_OFF_PROC_ZERO_ROWS,PETSC_TRUE);CHKERRQ(ierr);
346       ierr = MatZeroRows(G,cum,matis->sf_rootdata,0.,NULL,NULL);CHKERRQ(ierr);
347     } else {
348       PetscInt *tbz;
349 
350       ierr = PetscMalloc1(ne,&tbz);CHKERRQ(ierr);
351       ierr = PetscSFBcastBegin(matis->sf,MPIU_INT,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
352       ierr = PetscSFBcastEnd(matis->sf,MPIU_INT,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
353       ierr = ISGetIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
354       for (i=0,cum=0;i<ne;i++)
355         if (matis->sf_leafdata[idxs[i]] == 1)
356           tbz[cum++] = i;
357       ierr = ISRestoreIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
358       ierr = ISLocalToGlobalMappingApply(el2g,cum,tbz,tbz);CHKERRQ(ierr);
359       ierr = MatZeroRows(G,cum,tbz,0.,NULL,NULL);CHKERRQ(ierr);
360       ierr = PetscFree(tbz);CHKERRQ(ierr);
361     }
362   } else { /* we need the entire G to infer the nullspace */
363     ierr = PetscObjectReference((PetscObject)pcbddc->discretegradient);CHKERRQ(ierr);
364     G    = pcbddc->discretegradient;
365   }
366 
367   /* Extract subdomain relevant rows of G */
368   ierr = ISLocalToGlobalMappingGetIndices(el2g,&idxs);CHKERRQ(ierr);
369   ierr = ISCreateGeneral(comm,ne,idxs,PETSC_USE_POINTER,&lned);CHKERRQ(ierr);
370   ierr = MatCreateSubMatrix(G,lned,NULL,MAT_INITIAL_MATRIX,&lGall);CHKERRQ(ierr);
371   ierr = ISLocalToGlobalMappingRestoreIndices(el2g,&idxs);CHKERRQ(ierr);
372   ierr = ISDestroy(&lned);CHKERRQ(ierr);
373   ierr = MatConvert(lGall,MATIS,MAT_INITIAL_MATRIX,&lGis);CHKERRQ(ierr);
374   ierr = MatDestroy(&lGall);CHKERRQ(ierr);
375   ierr = MatISGetLocalMat(lGis,&lG);CHKERRQ(ierr);
376 
377   /* SF for nodal dofs communications */
378   ierr = MatGetLocalSize(G,NULL,&Lv);CHKERRQ(ierr);
379   ierr = MatGetLocalToGlobalMapping(lGis,NULL,&vl2g);CHKERRQ(ierr);
380   ierr = PetscObjectReference((PetscObject)vl2g);CHKERRQ(ierr);
381   ierr = ISLocalToGlobalMappingGetSize(vl2g,&nv);CHKERRQ(ierr);
382   ierr = PetscSFCreate(comm,&sfv);CHKERRQ(ierr);
383   ierr = ISLocalToGlobalMappingGetIndices(vl2g,&idxs);CHKERRQ(ierr);
384   ierr = PetscSFSetGraphLayout(sfv,lGis->cmap,nv,NULL,PETSC_OWN_POINTER,idxs);CHKERRQ(ierr);
385   ierr = ISLocalToGlobalMappingRestoreIndices(vl2g,&idxs);CHKERRQ(ierr);
386   i    = singular ? 2 : 1;
387   ierr = PetscMalloc2(i*nv,&sfvleaves,i*Lv,&sfvroots);CHKERRQ(ierr);
388 
389   /* Destroy temporary G created in MATIS format and modified G */
390   ierr = PetscObjectReference((PetscObject)lG);CHKERRQ(ierr);
391   ierr = MatDestroy(&lGis);CHKERRQ(ierr);
392   ierr = MatDestroy(&G);CHKERRQ(ierr);
393 
394   if (print) {
395     ierr = PetscObjectSetName((PetscObject)lG,"initial_lG");CHKERRQ(ierr);
396     ierr = MatView(lG,NULL);CHKERRQ(ierr);
397   }
398 
399   /* Save lG for values insertion in change of basis */
400   ierr = MatDuplicate(lG,MAT_COPY_VALUES,&lGinit);CHKERRQ(ierr);
401 
402   /* Analyze the edge-nodes connections (duplicate lG) */
403   ierr = MatDuplicate(lG,MAT_COPY_VALUES,&lGe);CHKERRQ(ierr);
404   ierr = MatSetOption(lGe,MAT_KEEP_NONZERO_PATTERN,PETSC_FALSE);CHKERRQ(ierr);
405   ierr = PetscBTCreate(nv,&btv);CHKERRQ(ierr);
406   ierr = PetscBTCreate(ne,&bte);CHKERRQ(ierr);
407   ierr = PetscBTCreate(ne,&btb);CHKERRQ(ierr);
408   ierr = PetscBTCreate(ne,&btbd);CHKERRQ(ierr);
409   ierr = PetscBTCreate(nv,&btvcand);CHKERRQ(ierr);
410   /* need to import the boundary specification to ensure the
411      proper detection of coarse edges' endpoints */
412   if (pcbddc->DirichletBoundariesLocal) {
413     IS is;
414 
415     if (fl2g) {
416       ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_MASK,pcbddc->DirichletBoundariesLocal,&is);CHKERRQ(ierr);
417     } else {
418       is = pcbddc->DirichletBoundariesLocal;
419     }
420     ierr = ISGetLocalSize(is,&cum);CHKERRQ(ierr);
421     ierr = ISGetIndices(is,&idxs);CHKERRQ(ierr);
422     for (i=0;i<cum;i++) {
423       if (idxs[i] >= 0) {
424         ierr = PetscBTSet(btb,idxs[i]);CHKERRQ(ierr);
425         ierr = PetscBTSet(btbd,idxs[i]);CHKERRQ(ierr);
426       }
427     }
428     ierr = ISRestoreIndices(is,&idxs);CHKERRQ(ierr);
429     if (fl2g) {
430       ierr = ISDestroy(&is);CHKERRQ(ierr);
431     }
432   }
433   if (pcbddc->NeumannBoundariesLocal) {
434     IS is;
435 
436     if (fl2g) {
437       ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_MASK,pcbddc->NeumannBoundariesLocal,&is);CHKERRQ(ierr);
438     } else {
439       is = pcbddc->NeumannBoundariesLocal;
440     }
441     ierr = ISGetLocalSize(is,&cum);CHKERRQ(ierr);
442     ierr = ISGetIndices(is,&idxs);CHKERRQ(ierr);
443     for (i=0;i<cum;i++) {
444       if (idxs[i] >= 0) {
445         ierr = PetscBTSet(btb,idxs[i]);CHKERRQ(ierr);
446       }
447     }
448     ierr = ISRestoreIndices(is,&idxs);CHKERRQ(ierr);
449     if (fl2g) {
450       ierr = ISDestroy(&is);CHKERRQ(ierr);
451     }
452   }
453 
454   /* Count neighs per dof */
455   ierr = PetscCalloc1(ne,&ecount);CHKERRQ(ierr);
456   ierr = PetscMalloc1(ne,&eneighs);CHKERRQ(ierr);
457   ierr = ISLocalToGlobalMappingGetInfo(el2g,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
458   for (i=1,cum=0;i<n_neigh;i++) {
459     cum += n_shared[i];
460     for (j=0;j<n_shared[i];j++) {
461       ecount[shared[i][j]]++;
462     }
463   }
464   if (ne) {
465     ierr = PetscMalloc1(cum,&eneighs[0]);CHKERRQ(ierr);
466   }
467   for (i=1;i<ne;i++) eneighs[i] = eneighs[i-1] + ecount[i-1];
468   ierr = PetscMemzero(ecount,ne*sizeof(PetscInt));CHKERRQ(ierr);
469   for (i=1;i<n_neigh;i++) {
470     for (j=0;j<n_shared[i];j++) {
471       PetscInt k = shared[i][j];
472       eneighs[k][ecount[k]] = neigh[i];
473       ecount[k]++;
474     }
475   }
476   for (i=0;i<ne;i++) {
477     ierr = PetscSortRemoveDupsInt(&ecount[i],eneighs[i]);CHKERRQ(ierr);
478   }
479   ierr = ISLocalToGlobalMappingRestoreInfo(el2g,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
480   ierr = PetscCalloc1(nv,&vcount);CHKERRQ(ierr);
481   ierr = PetscMalloc1(nv,&vneighs);CHKERRQ(ierr);
482   ierr = ISLocalToGlobalMappingGetInfo(vl2g,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
483   for (i=1,cum=0;i<n_neigh;i++) {
484     cum += n_shared[i];
485     for (j=0;j<n_shared[i];j++) {
486       vcount[shared[i][j]]++;
487     }
488   }
489   if (nv) {
490     ierr = PetscMalloc1(cum,&vneighs[0]);CHKERRQ(ierr);
491   }
492   for (i=1;i<nv;i++) vneighs[i] = vneighs[i-1] + vcount[i-1];
493   ierr = PetscMemzero(vcount,nv*sizeof(PetscInt));CHKERRQ(ierr);
494   for (i=1;i<n_neigh;i++) {
495     for (j=0;j<n_shared[i];j++) {
496       PetscInt k = shared[i][j];
497       vneighs[k][vcount[k]] = neigh[i];
498       vcount[k]++;
499     }
500   }
501   for (i=0;i<nv;i++) {
502     ierr = PetscSortRemoveDupsInt(&vcount[i],vneighs[i]);CHKERRQ(ierr);
503   }
504   ierr = ISLocalToGlobalMappingRestoreInfo(vl2g,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
505 
506   /* need to remove coarse faces' dofs and coarse edges' dirichlet dofs
507      for proper detection of coarse edges' endpoints */
508   ierr = PetscBTCreate(ne,&btee);CHKERRQ(ierr);
509   for (i=0;i<ne;i++) {
510     if ((ecount[i] > 1 && !PetscBTLookup(btbd,i)) || (ecount[i] == 1 && PetscBTLookup(btb,i))) {
511       ierr = PetscBTSet(btee,i);CHKERRQ(ierr);
512     }
513   }
514   ierr = PetscMalloc1(ne,&marks);CHKERRQ(ierr);
515   if (!conforming) {
516     ierr = MatTranspose(lGe,MAT_INITIAL_MATRIX,&lGt);CHKERRQ(ierr);
517     ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
518   }
519   ierr = MatGetRowIJ(lGe,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
520   ierr = MatSeqAIJGetArray(lGe,&vals);CHKERRQ(ierr);
521   cum  = 0;
522   for (i=0;i<ne;i++) {
523     /* eliminate rows corresponding to edge dofs belonging to coarse faces */
524     if (!PetscBTLookup(btee,i)) {
525       marks[cum++] = i;
526       continue;
527     }
528     /* set badly connected edge dofs as primal */
529     if (!conforming) {
530       if (ii[i+1]-ii[i] != order + 1) { /* every row of G on the coarse edge should list order+1 nodal dofs */
531         marks[cum++] = i;
532         ierr = PetscBTSet(bte,i);CHKERRQ(ierr);
533         for (j=ii[i];j<ii[i+1];j++) {
534           ierr = PetscBTSet(btv,jj[j]);CHKERRQ(ierr);
535         }
536       } else {
537         /* every edge dofs should be connected trough a certain number of nodal dofs
538            to other edge dofs belonging to coarse edges
539            - at most 2 endpoints
540            - order-1 interior nodal dofs
541            - no undefined nodal dofs (nconn < order)
542         */
543         PetscInt ends = 0,ints = 0, undef = 0;
544         for (j=ii[i];j<ii[i+1];j++) {
545           PetscInt v = jj[j],k;
546           PetscInt nconn = iit[v+1]-iit[v];
547           for (k=iit[v];k<iit[v+1];k++) if (!PetscBTLookup(btee,jjt[k])) nconn--;
548           if (nconn > order) ends++;
549           else if (nconn == order) ints++;
550           else undef++;
551         }
552         if (undef || ends > 2 || ints != order -1) {
553           marks[cum++] = i;
554           ierr = PetscBTSet(bte,i);CHKERRQ(ierr);
555           for (j=ii[i];j<ii[i+1];j++) {
556             ierr = PetscBTSet(btv,jj[j]);CHKERRQ(ierr);
557           }
558         }
559       }
560     }
561     /* We assume the order on the element edge is ii[i+1]-ii[i]-1 */
562     if (!order && ii[i+1] != ii[i]) {
563       PetscScalar val = 1./(ii[i+1]-ii[i]-1);
564       for (j=ii[i];j<ii[i+1];j++) vals[j] = val;
565     }
566   }
567   ierr = PetscBTDestroy(&btee);CHKERRQ(ierr);
568   ierr = MatSeqAIJRestoreArray(lGe,&vals);CHKERRQ(ierr);
569   ierr = MatRestoreRowIJ(lGe,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
570   if (!conforming) {
571     ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
572     ierr = MatDestroy(&lGt);CHKERRQ(ierr);
573   }
574   ierr = MatZeroRows(lGe,cum,marks,0.,NULL,NULL);CHKERRQ(ierr);
575 
576   /* identify splitpoints and corner candidates */
577   ierr = MatTranspose(lGe,MAT_INITIAL_MATRIX,&lGt);CHKERRQ(ierr);
578   if (print) {
579     ierr = PetscObjectSetName((PetscObject)lGe,"edgerestr_lG");CHKERRQ(ierr);
580     ierr = MatView(lGe,NULL);CHKERRQ(ierr);
581     ierr = PetscObjectSetName((PetscObject)lGt,"edgerestr_lGt");CHKERRQ(ierr);
582     ierr = MatView(lGt,NULL);CHKERRQ(ierr);
583   }
584   ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
585   ierr = MatSeqAIJGetArray(lGt,&vals);CHKERRQ(ierr);
586   for (i=0;i<nv;i++) {
587     PetscInt  ord = order, test = ii[i+1]-ii[i], vc = vcount[i];
588     PetscBool sneighs = PETSC_TRUE, bdir = PETSC_FALSE;
589     if (!order) { /* variable order */
590       PetscReal vorder = 0.;
591 
592       for (j=ii[i];j<ii[i+1];j++) vorder += PetscRealPart(vals[j]);
593       test = PetscFloorReal(vorder+10.*PETSC_SQRT_MACHINE_EPSILON);
594       if (vorder-test > PETSC_SQRT_MACHINE_EPSILON) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected value for vorder: %g (%d)",vorder,test);
595       ord  = 1;
596     }
597 #if defined(PETSC_USE_DEBUG)
598     if (test%ord) SETERRQ3(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected number of edge dofs %d connected with nodal dof %d with order %d",test,i,ord);
599 #endif
600     for (j=ii[i];j<ii[i+1] && sneighs;j++) {
601       if (PetscBTLookup(btbd,jj[j])) {
602         bdir = PETSC_TRUE;
603         break;
604       }
605       if (vc != ecount[jj[j]]) {
606         sneighs = PETSC_FALSE;
607       } else {
608         PetscInt k,*vn = vneighs[i], *en = eneighs[jj[j]];
609         for (k=0;k<vc;k++) {
610           if (vn[k] != en[k]) {
611             sneighs = PETSC_FALSE;
612             break;
613           }
614         }
615       }
616     }
617     if (!sneighs || test >= 3*ord || bdir) { /* splitpoints */
618       if (print) PetscPrintf(PETSC_COMM_SELF,"SPLITPOINT %d (%d %d %d)\n",i,!sneighs,test >= 3*ord,bdir);
619       ierr = PetscBTSet(btv,i);CHKERRQ(ierr);
620     } else if (test == ord) {
621       if (order == 1 || (!order && ii[i+1]-ii[i] == 1)) {
622         if (print) PetscPrintf(PETSC_COMM_SELF,"ENDPOINT %d\n",i);
623         ierr = PetscBTSet(btv,i);CHKERRQ(ierr);
624       } else {
625         if (print) PetscPrintf(PETSC_COMM_SELF,"CORNER CANDIDATE %d\n",i);
626         ierr = PetscBTSet(btvcand,i);CHKERRQ(ierr);
627       }
628     }
629   }
630   ierr = PetscFree(ecount);CHKERRQ(ierr);
631   ierr = PetscFree(vcount);CHKERRQ(ierr);
632   if (ne) {
633     ierr = PetscFree(eneighs[0]);CHKERRQ(ierr);
634   }
635   if (nv) {
636     ierr = PetscFree(vneighs[0]);CHKERRQ(ierr);
637   }
638   ierr = PetscFree(eneighs);CHKERRQ(ierr);
639   ierr = PetscFree(vneighs);CHKERRQ(ierr);
640   ierr = PetscBTDestroy(&btbd);CHKERRQ(ierr);
641 
642   /* a candidate is valid if it is connected to another candidate via a non-primal edge dof */
643   if (order != 1) {
644     if (print) PetscPrintf(PETSC_COMM_SELF,"INSPECTING CANDIDATES\n");
645     ierr = MatGetRowIJ(lGe,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
646     for (i=0;i<nv;i++) {
647       if (PetscBTLookup(btvcand,i)) {
648         PetscBool found = PETSC_FALSE;
649         for (j=ii[i];j<ii[i+1] && !found;j++) {
650           PetscInt k,e = jj[j];
651           if (PetscBTLookup(bte,e)) continue;
652           for (k=iit[e];k<iit[e+1];k++) {
653             PetscInt v = jjt[k];
654             if (v != i && PetscBTLookup(btvcand,v)) {
655               found = PETSC_TRUE;
656               break;
657             }
658           }
659         }
660         if (!found) {
661           if (print) PetscPrintf(PETSC_COMM_SELF,"  CANDIDATE %d CLEARED\n",i);
662           ierr = PetscBTClear(btvcand,i);CHKERRQ(ierr);
663         } else {
664           if (print) PetscPrintf(PETSC_COMM_SELF,"  CANDIDATE %d ACCEPTED\n",i);
665         }
666       }
667     }
668     ierr = MatRestoreRowIJ(lGe,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
669   }
670   ierr = MatSeqAIJRestoreArray(lGt,&vals);CHKERRQ(ierr);
671   ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
672   ierr = MatDestroy(&lGe);CHKERRQ(ierr);
673 
674   /* Get the local G^T explicitly */
675   ierr = MatDestroy(&lGt);CHKERRQ(ierr);
676   ierr = MatTranspose(lG,MAT_INITIAL_MATRIX,&lGt);CHKERRQ(ierr);
677   ierr = MatSetOption(lGt,MAT_KEEP_NONZERO_PATTERN,PETSC_FALSE);CHKERRQ(ierr);
678 
679   /* Mark interior nodal dofs */
680   ierr = ISLocalToGlobalMappingGetInfo(vl2g,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
681   ierr = PetscBTCreate(nv,&btvi);CHKERRQ(ierr);
682   for (i=1;i<n_neigh;i++) {
683     for (j=0;j<n_shared[i];j++) {
684       ierr = PetscBTSet(btvi,shared[i][j]);CHKERRQ(ierr);
685     }
686   }
687   ierr = ISLocalToGlobalMappingRestoreInfo(vl2g,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
688 
689   /* communicate corners and splitpoints */
690   ierr = PetscMalloc1(nv,&vmarks);CHKERRQ(ierr);
691   ierr = PetscMemzero(sfvleaves,nv*sizeof(PetscInt));CHKERRQ(ierr);
692   ierr = PetscMemzero(sfvroots,Lv*sizeof(PetscInt));CHKERRQ(ierr);
693   for (i=0;i<nv;i++) if (PetscUnlikely(PetscBTLookup(btv,i))) sfvleaves[i] = 1;
694 
695   if (print) {
696     IS tbz;
697 
698     cum = 0;
699     for (i=0;i<nv;i++)
700       if (sfvleaves[i])
701         vmarks[cum++] = i;
702 
703     ierr = ISCreateGeneral(PETSC_COMM_SELF,cum,vmarks,PETSC_COPY_VALUES,&tbz);CHKERRQ(ierr);
704     ierr = PetscObjectSetName((PetscObject)tbz,"corners_to_be_zeroed_local");CHKERRQ(ierr);
705     ierr = ISView(tbz,NULL);CHKERRQ(ierr);
706     ierr = ISDestroy(&tbz);CHKERRQ(ierr);
707   }
708 
709   ierr = PetscSFReduceBegin(sfv,MPIU_INT,sfvleaves,sfvroots,MPI_SUM);CHKERRQ(ierr);
710   ierr = PetscSFReduceEnd(sfv,MPIU_INT,sfvleaves,sfvroots,MPI_SUM);CHKERRQ(ierr);
711   ierr = PetscSFBcastBegin(sfv,MPIU_INT,sfvroots,sfvleaves);CHKERRQ(ierr);
712   ierr = PetscSFBcastEnd(sfv,MPIU_INT,sfvroots,sfvleaves);CHKERRQ(ierr);
713 
714   /* Zero rows of lGt corresponding to identified corners
715      and interior nodal dofs */
716   cum = 0;
717   for (i=0;i<nv;i++) {
718     if (sfvleaves[i]) {
719       vmarks[cum++] = i;
720       ierr = PetscBTSet(btv,i);CHKERRQ(ierr);
721     }
722     if (!PetscBTLookup(btvi,i)) vmarks[cum++] = i;
723   }
724   ierr = PetscBTDestroy(&btvi);CHKERRQ(ierr);
725   if (print) {
726     IS tbz;
727 
728     ierr = ISCreateGeneral(PETSC_COMM_SELF,cum,vmarks,PETSC_COPY_VALUES,&tbz);CHKERRQ(ierr);
729     ierr = PetscObjectSetName((PetscObject)tbz,"corners_to_be_zeroed_with_interior");CHKERRQ(ierr);
730     ierr = ISView(tbz,NULL);CHKERRQ(ierr);
731     ierr = ISDestroy(&tbz);CHKERRQ(ierr);
732   }
733   ierr = MatZeroRows(lGt,cum,vmarks,0.,NULL,NULL);CHKERRQ(ierr);
734   ierr = PetscFree(vmarks);CHKERRQ(ierr);
735   ierr = PetscSFDestroy(&sfv);CHKERRQ(ierr);
736   ierr = PetscFree2(sfvleaves,sfvroots);CHKERRQ(ierr);
737 
738   /* Recompute G */
739   ierr = MatDestroy(&lG);CHKERRQ(ierr);
740   ierr = MatTranspose(lGt,MAT_INITIAL_MATRIX,&lG);CHKERRQ(ierr);
741   if (print) {
742     ierr = PetscObjectSetName((PetscObject)lG,"used_lG");CHKERRQ(ierr);
743     ierr = MatView(lG,NULL);CHKERRQ(ierr);
744     ierr = PetscObjectSetName((PetscObject)lGt,"used_lGt");CHKERRQ(ierr);
745     ierr = MatView(lGt,NULL);CHKERRQ(ierr);
746   }
747 
748   /* Get primal dofs (if any) */
749   cum = 0;
750   for (i=0;i<ne;i++) {
751     if (PetscUnlikely(PetscBTLookup(bte,i))) marks[cum++] = i;
752   }
753   if (fl2g) {
754     ierr = ISLocalToGlobalMappingApply(fl2g,cum,marks,marks);CHKERRQ(ierr);
755   }
756   ierr = ISCreateGeneral(comm,cum,marks,PETSC_COPY_VALUES,&primals);CHKERRQ(ierr);
757   if (print) {
758     ierr = PetscObjectSetName((PetscObject)primals,"prescribed_primal_dofs");CHKERRQ(ierr);
759     ierr = ISView(primals,NULL);CHKERRQ(ierr);
760   }
761   ierr = PetscBTDestroy(&bte);CHKERRQ(ierr);
762   /* TODO: what if the user passed in some of them ?  */
763   ierr = PCBDDCSetPrimalVerticesLocalIS(pc,primals);CHKERRQ(ierr);
764   ierr = ISDestroy(&primals);CHKERRQ(ierr);
765 
766   /* Compute edge connectivity */
767   ierr = PetscObjectSetOptionsPrefix((PetscObject)lG,"econn_");CHKERRQ(ierr);
768   ierr = MatMatMultSymbolic(lG,lGt,PETSC_DEFAULT,&conn);CHKERRQ(ierr);
769   ierr = MatGetRowIJ(conn,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
770   if (fl2g) {
771     PetscBT   btf;
772     PetscInt  *iia,*jja,*iiu,*jju;
773     PetscBool rest = PETSC_FALSE,free = PETSC_FALSE;
774 
775     /* create CSR for all local dofs */
776     ierr = PetscMalloc1(n+1,&iia);CHKERRQ(ierr);
777     if (pcbddc->mat_graph->nvtxs_csr) { /* the user has passed in a CSR graph */
778       if (pcbddc->mat_graph->nvtxs_csr != n) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_USER,"Invalid size of CSR graph %d. Should be %d\n",pcbddc->mat_graph->nvtxs_csr,n);
779       iiu = pcbddc->mat_graph->xadj;
780       jju = pcbddc->mat_graph->adjncy;
781     } else if (pcbddc->use_local_adj) {
782       rest = PETSC_TRUE;
783       ierr = MatGetRowIJ(matis->A,0,PETSC_TRUE,PETSC_FALSE,&i,(const PetscInt**)&iiu,(const PetscInt**)&jju,&done);CHKERRQ(ierr);
784     } else {
785       free   = PETSC_TRUE;
786       ierr   = PetscMalloc2(n+1,&iiu,n,&jju);CHKERRQ(ierr);
787       iiu[0] = 0;
788       for (i=0;i<n;i++) {
789         iiu[i+1] = i+1;
790         jju[i]   = -1;
791       }
792     }
793 
794     /* import sizes of CSR */
795     iia[0] = 0;
796     for (i=0;i<n;i++) iia[i+1] = iiu[i+1]-iiu[i];
797 
798     /* overwrite entries corresponding to the Nedelec field */
799     ierr = PetscBTCreate(n,&btf);CHKERRQ(ierr);
800     ierr = ISGetIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
801     for (i=0;i<ne;i++) {
802       ierr = PetscBTSet(btf,idxs[i]);CHKERRQ(ierr);
803       iia[idxs[i]+1] = ii[i+1]-ii[i];
804     }
805 
806     /* iia in CSR */
807     for (i=0;i<n;i++) iia[i+1] += iia[i];
808 
809     /* jja in CSR */
810     ierr = PetscMalloc1(iia[n],&jja);CHKERRQ(ierr);
811     for (i=0;i<n;i++)
812       if (!PetscBTLookup(btf,i))
813         for (j=0;j<iiu[i+1]-iiu[i];j++)
814           jja[iia[i]+j] = jju[iiu[i]+j];
815 
816     /* map edge dofs connectivity */
817     if (jj) {
818       ierr = ISLocalToGlobalMappingApply(fl2g,ii[ne],jj,(PetscInt *)jj);CHKERRQ(ierr);
819       for (i=0;i<ne;i++) {
820         PetscInt e = idxs[i];
821         for (j=0;j<ii[i+1]-ii[i];j++) jja[iia[e]+j] = jj[ii[i]+j];
822       }
823     }
824     ierr = ISRestoreIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
825     ierr = PCBDDCSetLocalAdjacencyGraph(pc,n,iia,jja,PETSC_OWN_POINTER);CHKERRQ(ierr);
826     if (rest) {
827       ierr = MatRestoreRowIJ(matis->A,0,PETSC_TRUE,PETSC_FALSE,&i,(const PetscInt**)&iiu,(const PetscInt**)&jju,&done);CHKERRQ(ierr);
828     }
829     if (free) {
830       ierr = PetscFree2(iiu,jju);CHKERRQ(ierr);
831     }
832     ierr = PetscBTDestroy(&btf);CHKERRQ(ierr);
833   } else {
834     ierr = PCBDDCSetLocalAdjacencyGraph(pc,n,ii,jj,PETSC_USE_POINTER);CHKERRQ(ierr);
835   }
836 
837   /* Analyze interface for edge dofs */
838   ierr = PCBDDCAnalyzeInterface(pc);CHKERRQ(ierr);
839   pcbddc->mat_graph->twodim = PETSC_FALSE;
840 
841   /* Get coarse edges in the edge space */
842   ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,NULL,NULL,&nee,&alleedges,&allprimals);CHKERRQ(ierr);
843   ierr = MatRestoreRowIJ(conn,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
844 
845   if (fl2g) {
846     ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_DROP,allprimals,&primals);CHKERRQ(ierr);
847     ierr = PetscMalloc1(nee,&eedges);CHKERRQ(ierr);
848     for (i=0;i<nee;i++) {
849       ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_DROP,alleedges[i],&eedges[i]);CHKERRQ(ierr);
850     }
851   } else {
852     eedges  = alleedges;
853     primals = allprimals;
854   }
855 
856   /* Mark fine edge dofs with their coarse edge id */
857   ierr = PetscMemzero(marks,ne*sizeof(PetscInt));CHKERRQ(ierr);
858   ierr = ISGetLocalSize(primals,&cum);CHKERRQ(ierr);
859   ierr = ISGetIndices(primals,&idxs);CHKERRQ(ierr);
860   for (i=0;i<cum;i++) marks[idxs[i]] = nee+1;
861   ierr = ISRestoreIndices(primals,&idxs);CHKERRQ(ierr);
862   if (print) {
863     ierr = PetscObjectSetName((PetscObject)primals,"obtained_primal_dofs");CHKERRQ(ierr);
864     ierr = ISView(primals,NULL);CHKERRQ(ierr);
865   }
866 
867   maxsize = 0;
868   for (i=0;i<nee;i++) {
869     PetscInt size,mark = i+1;
870 
871     ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
872     ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
873     for (j=0;j<size;j++) marks[idxs[j]] = mark;
874     ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
875     maxsize = PetscMax(maxsize,size);
876   }
877 
878   /* Find coarse edge endpoints */
879   ierr = MatGetRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
880   ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
881   for (i=0;i<nee;i++) {
882     PetscInt mark = i+1,size;
883 
884     ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
885     if (!size && nedfieldlocal) continue;
886     if (!size) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected zero sized edge %d",i);
887     ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
888     if (print) {
889       PetscPrintf(PETSC_COMM_SELF,"ENDPOINTS ANALYSIS EDGE %d\n",i);
890       ISView(eedges[i],NULL);
891     }
892     for (j=0;j<size;j++) {
893       PetscInt k, ee = idxs[j];
894       if (print) PetscPrintf(PETSC_COMM_SELF,"  idx %d\n",ee);
895       for (k=ii[ee];k<ii[ee+1];k++) {
896         if (print) PetscPrintf(PETSC_COMM_SELF,"    inspect %d\n",jj[k]);
897         if (PetscBTLookup(btv,jj[k])) {
898           if (print) PetscPrintf(PETSC_COMM_SELF,"      corner found (already set) %d\n",jj[k]);
899         } else if (PetscBTLookup(btvcand,jj[k])) { /* is it ok? */
900           PetscInt  k2;
901           PetscBool corner = PETSC_FALSE;
902           for (k2 = iit[jj[k]];k2 < iit[jj[k]+1];k2++) {
903             if (print) PetscPrintf(PETSC_COMM_SELF,"        INSPECTING %d: mark %d (ref mark %d), boundary %d\n",jjt[k2],marks[jjt[k2]],mark,!!PetscBTLookup(btb,jjt[k2]));
904             /* it's a corner if either is connected with an edge dof belonging to a different cc or
905                if the edge dof lie on the natural part of the boundary */
906             if ((marks[jjt[k2]] && marks[jjt[k2]] != mark) || (!marks[jjt[k2]] && PetscBTLookup(btb,jjt[k2]))) {
907               corner = PETSC_TRUE;
908               break;
909             }
910           }
911           if (corner) { /* found the nodal dof corresponding to the endpoint of the edge */
912             if (print) PetscPrintf(PETSC_COMM_SELF,"        corner found %d\n",jj[k]);
913             ierr = PetscBTSet(btv,jj[k]);CHKERRQ(ierr);
914           } else {
915             if (print) PetscPrintf(PETSC_COMM_SELF,"        no corners found\n");
916           }
917         }
918       }
919     }
920     ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
921   }
922   ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
923   ierr = MatRestoreRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
924   ierr = PetscBTDestroy(&btb);CHKERRQ(ierr);
925 
926   /* Reset marked primal dofs */
927   ierr = ISGetLocalSize(primals,&cum);CHKERRQ(ierr);
928   ierr = ISGetIndices(primals,&idxs);CHKERRQ(ierr);
929   for (i=0;i<cum;i++) marks[idxs[i]] = 0;
930   ierr = ISRestoreIndices(primals,&idxs);CHKERRQ(ierr);
931 
932   /* Now use the initial lG */
933   ierr = MatDestroy(&lG);CHKERRQ(ierr);
934   ierr = MatDestroy(&lGt);CHKERRQ(ierr);
935   lG   = lGinit;
936   ierr = MatTranspose(lG,MAT_INITIAL_MATRIX,&lGt);CHKERRQ(ierr);
937 
938   /* Compute extended cols indices */
939   ierr = PetscBTCreate(nv,&btvc);CHKERRQ(ierr);
940   ierr = PetscBTCreate(nee,&bter);CHKERRQ(ierr);
941   ierr = MatGetRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
942   ierr = MatSeqAIJGetMaxRowNonzeros(lG,&i);CHKERRQ(ierr);
943   i   *= maxsize;
944   ierr = PetscCalloc1(nee,&extcols);CHKERRQ(ierr);
945   ierr = PetscMalloc2(i,&extrow,i,&gidxs);CHKERRQ(ierr);
946   eerr = PETSC_FALSE;
947   for (i=0;i<nee;i++) {
948     PetscInt size,found = 0;
949 
950     cum  = 0;
951     ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
952     if (!size && nedfieldlocal) continue;
953     if (!size) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected zero sized edge %d",i);
954     ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
955     ierr = PetscBTMemzero(nv,btvc);CHKERRQ(ierr);
956     for (j=0;j<size;j++) {
957       PetscInt k,ee = idxs[j];
958       for (k=ii[ee];k<ii[ee+1];k++) {
959         PetscInt vv = jj[k];
960         if (!PetscBTLookup(btv,vv)) extrow[cum++] = vv;
961         else if (!PetscBTLookupSet(btvc,vv)) found++;
962       }
963     }
964     ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
965     ierr = PetscSortRemoveDupsInt(&cum,extrow);CHKERRQ(ierr);
966     ierr = ISLocalToGlobalMappingApply(vl2g,cum,extrow,gidxs);CHKERRQ(ierr);
967     ierr = PetscSortIntWithArray(cum,gidxs,extrow);CHKERRQ(ierr);
968     ierr = ISCreateGeneral(PETSC_COMM_SELF,cum,extrow,PETSC_COPY_VALUES,&extcols[i]);CHKERRQ(ierr);
969     /* it may happen that endpoints are not defined at this point
970        if it is the case, mark this edge for a second pass */
971     if (cum != size -1 || found != 2) {
972       ierr = PetscBTSet(bter,i);CHKERRQ(ierr);
973       if (print) {
974         ierr = PetscObjectSetName((PetscObject)eedges[i],"error_edge");CHKERRQ(ierr);
975         ierr = ISView(eedges[i],NULL);CHKERRQ(ierr);
976         ierr = PetscObjectSetName((PetscObject)extcols[i],"error_extcol");CHKERRQ(ierr);
977         ierr = ISView(extcols[i],NULL);CHKERRQ(ierr);
978       }
979       eerr = PETSC_TRUE;
980     }
981   }
982   /* if (eerr) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected SIZE OF EDGE > EXTCOL FIRST PASS"); */
983   ierr = MPIU_Allreduce(&eerr,&done,1,MPIU_BOOL,MPI_LOR,comm);CHKERRQ(ierr);
984   if (done) {
985     PetscInt *newprimals;
986 
987     ierr = PetscMalloc1(ne,&newprimals);CHKERRQ(ierr);
988     ierr = ISGetLocalSize(primals,&cum);CHKERRQ(ierr);
989     ierr = ISGetIndices(primals,&idxs);CHKERRQ(ierr);
990     ierr = PetscMemcpy(newprimals,idxs,cum*sizeof(PetscInt));CHKERRQ(ierr);
991     ierr = ISRestoreIndices(primals,&idxs);CHKERRQ(ierr);
992     ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
993     if (print) PetscPrintf(PETSC_COMM_SELF,"DOING SECOND PASS (eerr %d)\n",eerr);
994     for (i=0;i<nee;i++) {
995       PetscBool has_candidates = PETSC_FALSE;
996       if (PetscBTLookup(bter,i)) {
997         PetscInt size,mark = i+1;
998 
999         ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
1000         ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
1001         /* for (j=0;j<size;j++) newprimals[cum++] = idxs[j]; */
1002         for (j=0;j<size;j++) {
1003           PetscInt k,ee = idxs[j];
1004           if (print) PetscPrintf(PETSC_COMM_SELF,"Inspecting edge dof %d [%d %d)\n",ee,ii[ee],ii[ee+1]);
1005           for (k=ii[ee];k<ii[ee+1];k++) {
1006             /* set all candidates located on the edge as corners */
1007             if (PetscBTLookup(btvcand,jj[k])) {
1008               PetscInt k2,vv = jj[k];
1009               has_candidates = PETSC_TRUE;
1010               if (print) PetscPrintf(PETSC_COMM_SELF,"  Candidate set to vertex %d\n",vv);
1011               ierr = PetscBTSet(btv,vv);CHKERRQ(ierr);
1012               /* set all edge dofs connected to candidate as primals */
1013               for (k2=iit[vv];k2<iit[vv+1];k2++) {
1014                 if (marks[jjt[k2]] == mark) {
1015                   PetscInt k3,ee2 = jjt[k2];
1016                   if (print) PetscPrintf(PETSC_COMM_SELF,"    Connected edge dof set to primal %d\n",ee2);
1017                   newprimals[cum++] = ee2;
1018                   /* finally set the new corners */
1019                   for (k3=ii[ee2];k3<ii[ee2+1];k3++) {
1020                     if (print) PetscPrintf(PETSC_COMM_SELF,"      Connected nodal dof set to vertex %d\n",jj[k3]);
1021                     ierr = PetscBTSet(btv,jj[k3]);CHKERRQ(ierr);
1022                   }
1023                 }
1024               }
1025             } else {
1026               if (print) PetscPrintf(PETSC_COMM_SELF,"  Not a candidate vertex %d\n",jj[k]);
1027             }
1028           }
1029         }
1030         if (!has_candidates) { /* circular edge */
1031           PetscInt k, ee = idxs[0],*tmarks;
1032 
1033           ierr = PetscCalloc1(ne,&tmarks);CHKERRQ(ierr);
1034           if (print) PetscPrintf(PETSC_COMM_SELF,"  Circular edge %d\n",i);
1035           for (k=ii[ee];k<ii[ee+1];k++) {
1036             PetscInt k2;
1037             if (print) PetscPrintf(PETSC_COMM_SELF,"    Set to corner %d\n",jj[k]);
1038             ierr = PetscBTSet(btv,jj[k]);CHKERRQ(ierr);
1039             for (k2=iit[jj[k]];k2<iit[jj[k]+1];k2++) tmarks[jjt[k2]]++;
1040           }
1041           for (j=0;j<size;j++) {
1042             if (tmarks[idxs[j]] > 1) {
1043               if (print) PetscPrintf(PETSC_COMM_SELF,"  Edge dof set to primal %d\n",idxs[j]);
1044               newprimals[cum++] = idxs[j];
1045             }
1046           }
1047           ierr = PetscFree(tmarks);CHKERRQ(ierr);
1048         }
1049         ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
1050       }
1051       ierr = ISDestroy(&extcols[i]);CHKERRQ(ierr);
1052     }
1053     ierr = PetscFree(extcols);CHKERRQ(ierr);
1054     ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
1055     ierr = PetscSortRemoveDupsInt(&cum,newprimals);CHKERRQ(ierr);
1056     if (fl2g) {
1057       ierr = ISLocalToGlobalMappingApply(fl2g,cum,newprimals,newprimals);CHKERRQ(ierr);
1058       ierr = ISDestroy(&primals);CHKERRQ(ierr);
1059       for (i=0;i<nee;i++) {
1060         ierr = ISDestroy(&eedges[i]);CHKERRQ(ierr);
1061       }
1062       ierr = PetscFree(eedges);CHKERRQ(ierr);
1063     }
1064     ierr = PCBDDCGraphRestoreCandidatesIS(pcbddc->mat_graph,NULL,NULL,&nee,&alleedges,&allprimals);CHKERRQ(ierr);
1065     ierr = ISCreateGeneral(comm,cum,newprimals,PETSC_COPY_VALUES,&primals);CHKERRQ(ierr);
1066     ierr = PetscFree(newprimals);CHKERRQ(ierr);
1067     ierr = PCBDDCSetPrimalVerticesLocalIS(pc,primals);CHKERRQ(ierr);
1068     ierr = ISDestroy(&primals);CHKERRQ(ierr);
1069     ierr = PCBDDCAnalyzeInterface(pc);CHKERRQ(ierr);
1070     pcbddc->mat_graph->twodim = PETSC_FALSE;
1071     ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,NULL,NULL,&nee,&alleedges,&allprimals);CHKERRQ(ierr);
1072     if (fl2g) {
1073       ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_DROP,allprimals,&primals);CHKERRQ(ierr);
1074       ierr = PetscMalloc1(nee,&eedges);CHKERRQ(ierr);
1075       for (i=0;i<nee;i++) {
1076         ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_DROP,alleedges[i],&eedges[i]);CHKERRQ(ierr);
1077       }
1078     } else {
1079       eedges  = alleedges;
1080       primals = allprimals;
1081     }
1082     ierr = PetscCalloc1(nee,&extcols);CHKERRQ(ierr);
1083 
1084     /* Mark again */
1085     ierr = PetscMemzero(marks,ne*sizeof(PetscInt));CHKERRQ(ierr);
1086     for (i=0;i<nee;i++) {
1087       PetscInt size,mark = i+1;
1088 
1089       ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
1090       ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
1091       for (j=0;j<size;j++) marks[idxs[j]] = mark;
1092       ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
1093     }
1094     if (print) {
1095       ierr = PetscObjectSetName((PetscObject)primals,"obtained_primal_dofs_secondpass");CHKERRQ(ierr);
1096       ierr = ISView(primals,NULL);CHKERRQ(ierr);
1097     }
1098 
1099     /* Recompute extended cols */
1100     eerr = PETSC_FALSE;
1101     for (i=0;i<nee;i++) {
1102       PetscInt size;
1103 
1104       cum  = 0;
1105       ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
1106       if (!size && nedfieldlocal) continue;
1107       if (!size) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected zero sized edge %d",i);
1108       ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
1109       for (j=0;j<size;j++) {
1110         PetscInt k,ee = idxs[j];
1111         for (k=ii[ee];k<ii[ee+1];k++) if (!PetscBTLookup(btv,jj[k])) extrow[cum++] = jj[k];
1112       }
1113       ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
1114       ierr = PetscSortRemoveDupsInt(&cum,extrow);CHKERRQ(ierr);
1115       ierr = ISLocalToGlobalMappingApply(vl2g,cum,extrow,gidxs);CHKERRQ(ierr);
1116       ierr = PetscSortIntWithArray(cum,gidxs,extrow);CHKERRQ(ierr);
1117       ierr = ISCreateGeneral(PETSC_COMM_SELF,cum,extrow,PETSC_COPY_VALUES,&extcols[i]);CHKERRQ(ierr);
1118       if (cum != size -1) {
1119         if (print) {
1120           ierr = PetscObjectSetName((PetscObject)eedges[i],"error_edge_secondpass");CHKERRQ(ierr);
1121           ierr = ISView(eedges[i],NULL);CHKERRQ(ierr);
1122           ierr = PetscObjectSetName((PetscObject)extcols[i],"error_extcol_secondpass");CHKERRQ(ierr);
1123           ierr = ISView(extcols[i],NULL);CHKERRQ(ierr);
1124         }
1125         eerr = PETSC_TRUE;
1126       }
1127     }
1128   }
1129   ierr = MatRestoreRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1130   ierr = PetscFree2(extrow,gidxs);CHKERRQ(ierr);
1131   ierr = PetscBTDestroy(&bter);CHKERRQ(ierr);
1132   if (print) { ierr = PCBDDCGraphASCIIView(pcbddc->mat_graph,5,PETSC_VIEWER_STDOUT_SELF);CHKERRQ(ierr); }
1133   /* an error should not occur at this point */
1134   if (eerr) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected SIZE OF EDGE > EXTCOL SECOND PASS");
1135 
1136   /* Check the number of endpoints */
1137   ierr = MatGetRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1138   ierr = PetscMalloc1(2*nee,&corners);CHKERRQ(ierr);
1139   ierr = PetscMalloc1(nee,&cedges);CHKERRQ(ierr);
1140   for (i=0;i<nee;i++) {
1141     PetscInt size, found = 0, gc[2];
1142 
1143     /* init with defaults */
1144     cedges[i] = corners[i*2] = corners[i*2+1] = -1;
1145     ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
1146     if (!size && nedfieldlocal) continue;
1147     if (!size) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected zero sized edge %d",i);
1148     ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
1149     ierr = PetscBTMemzero(nv,btvc);CHKERRQ(ierr);
1150     for (j=0;j<size;j++) {
1151       PetscInt k,ee = idxs[j];
1152       for (k=ii[ee];k<ii[ee+1];k++) {
1153         PetscInt vv = jj[k];
1154         if (PetscBTLookup(btv,vv) && !PetscBTLookupSet(btvc,vv)) {
1155           if (found == 2) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Found more then two corners for edge %d\n",i);
1156           corners[i*2+found++] = vv;
1157         }
1158       }
1159     }
1160     if (found != 2) {
1161       PetscInt e;
1162       if (fl2g) {
1163         ierr = ISLocalToGlobalMappingApply(fl2g,1,idxs,&e);CHKERRQ(ierr);
1164       } else {
1165         e = idxs[0];
1166       }
1167       SETERRQ4(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Found %d corners for edge %d (astart %d, estart %d)\n",found,i,e,idxs[0]);
1168     }
1169 
1170     /* get primal dof index on this coarse edge */
1171     ierr = ISLocalToGlobalMappingApply(vl2g,2,corners+2*i,gc);CHKERRQ(ierr);
1172     if (gc[0] > gc[1]) {
1173       PetscInt swap  = corners[2*i];
1174       corners[2*i]   = corners[2*i+1];
1175       corners[2*i+1] = swap;
1176     }
1177     cedges[i] = idxs[size-1];
1178     ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
1179     if (print) PetscPrintf(PETSC_COMM_SELF,"EDGE %d: ce %d, corners (%d,%d)\n",i,cedges[i],corners[2*i],corners[2*i+1]);
1180   }
1181   ierr = MatRestoreRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1182   ierr = PetscBTDestroy(&btvc);CHKERRQ(ierr);
1183 
1184 #if defined(PETSC_USE_DEBUG)
1185   /* Inspects columns of lG (rows of lGt) and make sure the change of basis will
1186      not interfere with neighbouring coarse edges */
1187   ierr = PetscMalloc1(nee+1,&emarks);CHKERRQ(ierr);
1188   ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1189   for (i=0;i<nv;i++) {
1190     PetscInt emax = 0,eemax = 0;
1191 
1192     if (ii[i+1]==ii[i] || PetscBTLookup(btv,i)) continue;
1193     ierr = PetscMemzero(emarks,(nee+1)*sizeof(PetscInt));CHKERRQ(ierr);
1194     for (j=ii[i];j<ii[i+1];j++) emarks[marks[jj[j]]]++;
1195     for (j=1;j<nee+1;j++) {
1196       if (emax < emarks[j]) {
1197         emax = emarks[j];
1198         eemax = j;
1199       }
1200     }
1201     /* not relevant for edges */
1202     if (!eemax) continue;
1203 
1204     for (j=ii[i];j<ii[i+1];j++) {
1205       if (marks[jj[j]] && marks[jj[j]] != eemax) {
1206         SETERRQ4(PETSC_COMM_SELF,PETSC_ERR_SUP,"Found 2 coarse edges (id %d and %d) connected through the %d nodal dof at edge dof %d\n",marks[jj[j]]-1,eemax,i,jj[j]);
1207       }
1208     }
1209   }
1210   ierr = PetscFree(emarks);CHKERRQ(ierr);
1211   ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1212 #endif
1213 
1214   /* Compute extended rows indices for edge blocks of the change of basis */
1215   ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1216   ierr = MatSeqAIJGetMaxRowNonzeros(lGt,&extmem);CHKERRQ(ierr);
1217   extmem *= maxsize;
1218   ierr = PetscMalloc1(extmem*nee,&extrow);CHKERRQ(ierr);
1219   ierr = PetscMalloc1(nee,&extrows);CHKERRQ(ierr);
1220   ierr = PetscCalloc1(nee,&extrowcum);CHKERRQ(ierr);
1221   for (i=0;i<nv;i++) {
1222     PetscInt mark = 0,size,start;
1223 
1224     if (ii[i+1]==ii[i] || PetscBTLookup(btv,i)) continue;
1225     for (j=ii[i];j<ii[i+1];j++)
1226       if (marks[jj[j]] && !mark)
1227         mark = marks[jj[j]];
1228 
1229     /* not relevant */
1230     if (!mark) continue;
1231 
1232     /* import extended row */
1233     mark--;
1234     start = mark*extmem+extrowcum[mark];
1235     size = ii[i+1]-ii[i];
1236     if (extrowcum[mark] + size > extmem) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Not enough memory allocated %d > %d",extrowcum[mark] + size,extmem);
1237     ierr = PetscMemcpy(extrow+start,jj+ii[i],size*sizeof(PetscInt));CHKERRQ(ierr);
1238     extrowcum[mark] += size;
1239   }
1240   ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1241   ierr = MatDestroy(&lGt);CHKERRQ(ierr);
1242   ierr = PetscFree(marks);CHKERRQ(ierr);
1243 
1244   /* Compress extrows */
1245   cum  = 0;
1246   for (i=0;i<nee;i++) {
1247     PetscInt size = extrowcum[i],*start = extrow + i*extmem;
1248     ierr = PetscSortRemoveDupsInt(&size,start);CHKERRQ(ierr);
1249     ierr = ISCreateGeneral(PETSC_COMM_SELF,size,start,PETSC_USE_POINTER,&extrows[i]);CHKERRQ(ierr);
1250     cum  = PetscMax(cum,size);
1251   }
1252   ierr = PetscFree(extrowcum);CHKERRQ(ierr);
1253   ierr = PetscBTDestroy(&btv);CHKERRQ(ierr);
1254   ierr = PetscBTDestroy(&btvcand);CHKERRQ(ierr);
1255 
1256   /* Workspace for lapack inner calls and VecSetValues */
1257   ierr = PetscMalloc2((5+cum+maxsize)*maxsize,&work,maxsize,&rwork);CHKERRQ(ierr);
1258 
1259   /* Create change of basis matrix (preallocation can be improved) */
1260   ierr = MatCreate(comm,&T);CHKERRQ(ierr);
1261   ierr = MatSetSizes(T,pc->pmat->rmap->n,pc->pmat->rmap->n,
1262                        pc->pmat->rmap->N,pc->pmat->rmap->N);CHKERRQ(ierr);
1263   ierr = MatSetType(T,MATAIJ);CHKERRQ(ierr);
1264   ierr = MatSeqAIJSetPreallocation(T,10,NULL);CHKERRQ(ierr);
1265   ierr = MatMPIAIJSetPreallocation(T,10,NULL,10,NULL);CHKERRQ(ierr);
1266   ierr = MatSetLocalToGlobalMapping(T,al2g,al2g);CHKERRQ(ierr);
1267   ierr = MatSetOption(T,MAT_NEW_NONZERO_ALLOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
1268   ierr = MatSetOption(T,MAT_ROW_ORIENTED,PETSC_FALSE);CHKERRQ(ierr);
1269   ierr = ISLocalToGlobalMappingDestroy(&al2g);CHKERRQ(ierr);
1270 
1271   /* Defaults to identity */
1272   ierr = MatCreateVecs(pc->pmat,&tvec,NULL);CHKERRQ(ierr);
1273   ierr = VecSet(tvec,1.0);CHKERRQ(ierr);
1274   ierr = MatDiagonalSet(T,tvec,INSERT_VALUES);CHKERRQ(ierr);
1275   ierr = VecDestroy(&tvec);CHKERRQ(ierr);
1276 
1277   /* Create discrete gradient for the coarser level if needed */
1278   ierr = MatDestroy(&pcbddc->nedcG);CHKERRQ(ierr);
1279   ierr = ISDestroy(&pcbddc->nedclocal);CHKERRQ(ierr);
1280   if (pcbddc->current_level < pcbddc->max_levels) {
1281     ISLocalToGlobalMapping cel2g,cvl2g;
1282     IS                     wis,gwis;
1283     PetscInt               cnv,cne;
1284 
1285     ierr = ISCreateGeneral(comm,nee,cedges,PETSC_COPY_VALUES,&wis);CHKERRQ(ierr);
1286     if (fl2g) {
1287       ierr = ISLocalToGlobalMappingApplyIS(fl2g,wis,&pcbddc->nedclocal);CHKERRQ(ierr);
1288     } else {
1289       ierr = PetscObjectReference((PetscObject)wis);CHKERRQ(ierr);
1290       pcbddc->nedclocal = wis;
1291     }
1292     ierr = ISLocalToGlobalMappingApplyIS(el2g,wis,&gwis);CHKERRQ(ierr);
1293     ierr = ISDestroy(&wis);CHKERRQ(ierr);
1294     ierr = ISRenumber(gwis,NULL,&cne,&wis);CHKERRQ(ierr);
1295     ierr = ISLocalToGlobalMappingCreateIS(wis,&cel2g);CHKERRQ(ierr);
1296     ierr = ISDestroy(&wis);CHKERRQ(ierr);
1297     ierr = ISDestroy(&gwis);CHKERRQ(ierr);
1298 
1299     ierr = ISCreateGeneral(comm,2*nee,corners,PETSC_USE_POINTER,&wis);CHKERRQ(ierr);
1300     ierr = ISLocalToGlobalMappingApplyIS(vl2g,wis,&gwis);CHKERRQ(ierr);
1301     ierr = ISDestroy(&wis);CHKERRQ(ierr);
1302     ierr = ISRenumber(gwis,NULL,&cnv,&wis);CHKERRQ(ierr);
1303     ierr = ISLocalToGlobalMappingCreateIS(wis,&cvl2g);CHKERRQ(ierr);
1304     ierr = ISDestroy(&wis);CHKERRQ(ierr);
1305     ierr = ISDestroy(&gwis);CHKERRQ(ierr);
1306 
1307     ierr = MatCreate(comm,&pcbddc->nedcG);CHKERRQ(ierr);
1308     ierr = MatSetSizes(pcbddc->nedcG,PETSC_DECIDE,PETSC_DECIDE,cne,cnv);CHKERRQ(ierr);
1309     ierr = MatSetType(pcbddc->nedcG,MATAIJ);CHKERRQ(ierr);
1310     ierr = MatSeqAIJSetPreallocation(pcbddc->nedcG,2,NULL);CHKERRQ(ierr);
1311     ierr = MatMPIAIJSetPreallocation(pcbddc->nedcG,2,NULL,2,NULL);CHKERRQ(ierr);
1312     ierr = MatSetLocalToGlobalMapping(pcbddc->nedcG,cel2g,cvl2g);CHKERRQ(ierr);
1313     ierr = ISLocalToGlobalMappingDestroy(&cel2g);CHKERRQ(ierr);
1314     ierr = ISLocalToGlobalMappingDestroy(&cvl2g);CHKERRQ(ierr);
1315   }
1316   ierr = ISLocalToGlobalMappingDestroy(&vl2g);CHKERRQ(ierr);
1317 
1318 #if defined(PRINT_GDET)
1319   inc = 0;
1320   lev = pcbddc->current_level;
1321 #endif
1322 
1323   /* Insert values in the change of basis matrix */
1324   for (i=0;i<nee;i++) {
1325     Mat         Gins = NULL, GKins = NULL;
1326     IS          cornersis = NULL;
1327     PetscScalar cvals[2];
1328 
1329     if (pcbddc->nedcG) {
1330       ierr = ISCreateGeneral(PETSC_COMM_SELF,2,corners+2*i,PETSC_USE_POINTER,&cornersis);CHKERRQ(ierr);
1331     }
1332     ierr = PCBDDCComputeNedelecChangeEdge(lG,eedges[i],extrows[i],extcols[i],cornersis,&Gins,&GKins,cvals,work,rwork);CHKERRQ(ierr);
1333     if (Gins && GKins) {
1334       PetscScalar    *data;
1335       const PetscInt *rows,*cols;
1336       PetscInt       nrh,nch,nrc,ncc;
1337 
1338       ierr = ISGetIndices(eedges[i],&cols);CHKERRQ(ierr);
1339       /* H1 */
1340       ierr = ISGetIndices(extrows[i],&rows);CHKERRQ(ierr);
1341       ierr = MatGetSize(Gins,&nrh,&nch);CHKERRQ(ierr);
1342       ierr = MatDenseGetArray(Gins,&data);CHKERRQ(ierr);
1343       ierr = MatSetValuesLocal(T,nrh,rows,nch,cols,data,INSERT_VALUES);CHKERRQ(ierr);
1344       ierr = MatDenseRestoreArray(Gins,&data);CHKERRQ(ierr);
1345       ierr = ISRestoreIndices(extrows[i],&rows);CHKERRQ(ierr);
1346       /* complement */
1347       ierr = MatGetSize(GKins,&nrc,&ncc);CHKERRQ(ierr);
1348       if (!ncc) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Constant function has not been generated for coarse edge %d",i);
1349       if (ncc + nch != nrc) SETERRQ4(PETSC_COMM_SELF,PETSC_ERR_PLIB,"The sum of the number of columns of GKins %d and Gins %d does not match %d for coarse edge %d",ncc,nch,nrc,i);
1350       if (ncc != 1 && pcbddc->nedcG) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_SUP,"Cannot generate the coarse discrete gradient for coarse edge %d with ncc %d",i,ncc);
1351       ierr = MatDenseGetArray(GKins,&data);CHKERRQ(ierr);
1352       ierr = MatSetValuesLocal(T,nrc,cols,ncc,cols+nch,data,INSERT_VALUES);CHKERRQ(ierr);
1353       ierr = MatDenseRestoreArray(GKins,&data);CHKERRQ(ierr);
1354 
1355       /* coarse discrete gradient */
1356       if (pcbddc->nedcG) {
1357         PetscInt cols[2];
1358 
1359         cols[0] = 2*i;
1360         cols[1] = 2*i+1;
1361         ierr = MatSetValuesLocal(pcbddc->nedcG,1,&i,2,cols,cvals,INSERT_VALUES);CHKERRQ(ierr);
1362       }
1363       ierr = ISRestoreIndices(eedges[i],&cols);CHKERRQ(ierr);
1364     }
1365     ierr = ISDestroy(&extrows[i]);CHKERRQ(ierr);
1366     ierr = ISDestroy(&extcols[i]);CHKERRQ(ierr);
1367     ierr = ISDestroy(&cornersis);CHKERRQ(ierr);
1368     ierr = MatDestroy(&Gins);CHKERRQ(ierr);
1369     ierr = MatDestroy(&GKins);CHKERRQ(ierr);
1370   }
1371   ierr = ISLocalToGlobalMappingDestroy(&el2g);CHKERRQ(ierr);
1372 
1373   /* Start assembling */
1374   ierr = MatAssemblyBegin(T,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
1375   if (pcbddc->nedcG) {
1376     ierr = MatAssemblyBegin(pcbddc->nedcG,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
1377   }
1378 
1379   /* Free */
1380   if (fl2g) {
1381     ierr = ISDestroy(&primals);CHKERRQ(ierr);
1382     for (i=0;i<nee;i++) {
1383       ierr = ISDestroy(&eedges[i]);CHKERRQ(ierr);
1384     }
1385     ierr = PetscFree(eedges);CHKERRQ(ierr);
1386   }
1387 
1388   /* hack mat_graph with primal dofs on the coarse edges */
1389   {
1390     PCBDDCGraph graph   = pcbddc->mat_graph;
1391     PetscInt    *oqueue = graph->queue;
1392     PetscInt    *ocptr  = graph->cptr;
1393     PetscInt    ncc,*idxs;
1394 
1395     /* find first primal edge */
1396     if (pcbddc->nedclocal) {
1397       ierr = ISGetIndices(pcbddc->nedclocal,(const PetscInt**)&idxs);CHKERRQ(ierr);
1398     } else {
1399       if (fl2g) {
1400         ierr = ISLocalToGlobalMappingApply(fl2g,nee,cedges,cedges);CHKERRQ(ierr);
1401       }
1402       idxs = cedges;
1403     }
1404     cum = 0;
1405     while (cum < nee && cedges[cum] < 0) cum++;
1406 
1407     /* adapt connected components */
1408     ierr = PetscMalloc2(graph->nvtxs+1,&graph->cptr,ocptr[graph->ncc],&graph->queue);CHKERRQ(ierr);
1409     graph->cptr[0] = 0;
1410     for (i=0,ncc=0;i<graph->ncc;i++) {
1411       PetscInt lc = ocptr[i+1]-ocptr[i];
1412       if (cum != nee && oqueue[ocptr[i+1]-1] == cedges[cum]) { /* this cc has a primal dof */
1413         graph->cptr[ncc+1] = graph->cptr[ncc]+1;
1414         graph->queue[graph->cptr[ncc]] = cedges[cum];
1415         ncc++;
1416         lc--;
1417         cum++;
1418         while (cum < nee && cedges[cum] < 0) cum++;
1419       }
1420       graph->cptr[ncc+1] = graph->cptr[ncc] + lc;
1421       for (j=0;j<lc;j++) graph->queue[graph->cptr[ncc]+j] = oqueue[ocptr[i]+j];
1422       ncc++;
1423     }
1424     graph->ncc = ncc;
1425     if (pcbddc->nedclocal) {
1426       ierr = ISRestoreIndices(pcbddc->nedclocal,(const PetscInt**)&idxs);CHKERRQ(ierr);
1427     }
1428     ierr = PetscFree2(ocptr,oqueue);CHKERRQ(ierr);
1429   }
1430   ierr = ISLocalToGlobalMappingDestroy(&fl2g);CHKERRQ(ierr);
1431   ierr = PCBDDCGraphRestoreCandidatesIS(pcbddc->mat_graph,NULL,NULL,&nee,&alleedges,&allprimals);CHKERRQ(ierr);
1432   ierr = PCBDDCGraphResetCSR(pcbddc->mat_graph);CHKERRQ(ierr);
1433   ierr = MatDestroy(&conn);CHKERRQ(ierr);
1434 
1435   ierr = ISDestroy(&nedfieldlocal);CHKERRQ(ierr);
1436   ierr = PetscFree(extrow);CHKERRQ(ierr);
1437   ierr = PetscFree2(work,rwork);CHKERRQ(ierr);
1438   ierr = PetscFree(corners);CHKERRQ(ierr);
1439   ierr = PetscFree(cedges);CHKERRQ(ierr);
1440   ierr = PetscFree(extrows);CHKERRQ(ierr);
1441   ierr = PetscFree(extcols);CHKERRQ(ierr);
1442   ierr = MatDestroy(&lG);CHKERRQ(ierr);
1443 
1444   /* Complete assembling */
1445   ierr = MatAssemblyEnd(T,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
1446   if (pcbddc->nedcG) {
1447     ierr = MatAssemblyEnd(pcbddc->nedcG,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
1448 #if 0
1449     ierr = PetscObjectSetName((PetscObject)pcbddc->nedcG,"coarse_G");CHKERRQ(ierr);
1450     ierr = MatView(pcbddc->nedcG,NULL);CHKERRQ(ierr);
1451 #endif
1452   }
1453 
1454   /* set change of basis */
1455   ierr = PCBDDCSetChangeOfBasisMat(pc,T,singular);CHKERRQ(ierr);
1456   ierr = MatDestroy(&T);CHKERRQ(ierr);
1457 
1458   PetscFunctionReturn(0);
1459 }
1460 
1461 /* the near-null space of BDDC carries information on quadrature weights,
1462    and these can be collinear -> so cheat with MatNullSpaceCreate
1463    and create a suitable set of basis vectors first */
1464 PetscErrorCode PCBDDCNullSpaceCreate(MPI_Comm comm, PetscBool has_const, PetscInt nvecs, Vec quad_vecs[], MatNullSpace *nnsp)
1465 {
1466   PetscErrorCode ierr;
1467   PetscInt       i;
1468 
1469   PetscFunctionBegin;
1470   for (i=0;i<nvecs;i++) {
1471     PetscInt first,last;
1472 
1473     ierr = VecGetOwnershipRange(quad_vecs[i],&first,&last);CHKERRQ(ierr);
1474     if (last-first < 2*nvecs && has_const) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Not implemented");
1475     if (i>=first && i < last) {
1476       PetscScalar *data;
1477       ierr = VecGetArray(quad_vecs[i],&data);CHKERRQ(ierr);
1478       if (!has_const) {
1479         data[i-first] = 1.;
1480       } else {
1481         data[2*i-first] = 1./PetscSqrtReal(2.);
1482         data[2*i-first+1] = -1./PetscSqrtReal(2.);
1483       }
1484       ierr = VecRestoreArray(quad_vecs[i],&data);CHKERRQ(ierr);
1485     }
1486     ierr = PetscObjectStateIncrease((PetscObject)quad_vecs[i]);CHKERRQ(ierr);
1487   }
1488   ierr = MatNullSpaceCreate(comm,has_const,nvecs,quad_vecs,nnsp);CHKERRQ(ierr);
1489   for (i=0;i<nvecs;i++) { /* reset vectors */
1490     PetscInt first,last;
1491     ierr = VecLockPop(quad_vecs[i]);CHKERRQ(ierr);
1492     ierr = VecGetOwnershipRange(quad_vecs[i],&first,&last);CHKERRQ(ierr);
1493     if (i>=first && i < last) {
1494       PetscScalar *data;
1495       ierr = VecGetArray(quad_vecs[i],&data);CHKERRQ(ierr);
1496       if (!has_const) {
1497         data[i-first] = 0.;
1498       } else {
1499         data[2*i-first] = 0.;
1500         data[2*i-first+1] = 0.;
1501       }
1502       ierr = VecRestoreArray(quad_vecs[i],&data);CHKERRQ(ierr);
1503     }
1504     ierr = PetscObjectStateIncrease((PetscObject)quad_vecs[i]);CHKERRQ(ierr);
1505     ierr = VecLockPush(quad_vecs[i]);CHKERRQ(ierr);
1506   }
1507   PetscFunctionReturn(0);
1508 }
1509 
1510 PetscErrorCode PCBDDCComputeNoNetFlux(Mat A, Mat divudotp, PetscBool transpose, IS vl2l, PCBDDCGraph graph, MatNullSpace *nnsp)
1511 {
1512   Mat                    loc_divudotp;
1513   Vec                    p,v,vins,quad_vec,*quad_vecs;
1514   ISLocalToGlobalMapping map;
1515   IS                     *faces,*edges;
1516   PetscScalar            *vals;
1517   const PetscScalar      *array;
1518   PetscInt               i,maxneighs,lmaxneighs,maxsize,nf,ne;
1519   PetscMPIInt            rank;
1520   PetscErrorCode         ierr;
1521 
1522   PetscFunctionBegin;
1523   ierr = PCBDDCGraphGetCandidatesIS(graph,&nf,&faces,&ne,&edges,NULL);CHKERRQ(ierr);
1524   if (graph->twodim) {
1525     lmaxneighs = 2;
1526   } else {
1527     lmaxneighs = 1;
1528     for (i=0;i<ne;i++) {
1529       const PetscInt *idxs;
1530       ierr = ISGetIndices(edges[i],&idxs);CHKERRQ(ierr);
1531       lmaxneighs = PetscMax(lmaxneighs,graph->count[idxs[0]]);
1532       ierr = ISRestoreIndices(edges[i],&idxs);CHKERRQ(ierr);
1533     }
1534     lmaxneighs++; /* graph count does not include self */
1535   }
1536   ierr = MPIU_Allreduce(&lmaxneighs,&maxneighs,1,MPIU_INT,MPI_MAX,PetscObjectComm((PetscObject)A));CHKERRQ(ierr);
1537   maxsize = 0;
1538   for (i=0;i<ne;i++) {
1539     PetscInt nn;
1540     ierr = ISGetLocalSize(edges[i],&nn);CHKERRQ(ierr);
1541     maxsize = PetscMax(maxsize,nn);
1542   }
1543   for (i=0;i<nf;i++) {
1544     PetscInt nn;
1545     ierr = ISGetLocalSize(faces[i],&nn);CHKERRQ(ierr);
1546     maxsize = PetscMax(maxsize,nn);
1547   }
1548   ierr = PetscMalloc1(maxsize,&vals);CHKERRQ(ierr);
1549   /* create vectors to hold quadrature weights */
1550   ierr = MatCreateVecs(A,&quad_vec,NULL);CHKERRQ(ierr);
1551   if (!transpose) {
1552     ierr = MatGetLocalToGlobalMapping(A,&map,NULL);CHKERRQ(ierr);
1553   } else {
1554     ierr = MatGetLocalToGlobalMapping(A,NULL,&map);CHKERRQ(ierr);
1555   }
1556   ierr = VecDuplicateVecs(quad_vec,maxneighs,&quad_vecs);CHKERRQ(ierr);
1557   ierr = VecDestroy(&quad_vec);CHKERRQ(ierr);
1558   ierr = PCBDDCNullSpaceCreate(PetscObjectComm((PetscObject)A),PETSC_FALSE,maxneighs,quad_vecs,nnsp);CHKERRQ(ierr);
1559   for (i=0;i<maxneighs;i++) {
1560     ierr = VecLockPop(quad_vecs[i]);CHKERRQ(ierr);
1561     ierr = VecSetLocalToGlobalMapping(quad_vecs[i],map);CHKERRQ(ierr);
1562   }
1563 
1564   /* compute local quad vec */
1565   ierr = MatISGetLocalMat(divudotp,&loc_divudotp);CHKERRQ(ierr);
1566   if (!transpose) {
1567     ierr = MatCreateVecs(loc_divudotp,&v,&p);CHKERRQ(ierr);
1568   } else {
1569     ierr = MatCreateVecs(loc_divudotp,&p,&v);CHKERRQ(ierr);
1570   }
1571   ierr = VecSet(p,1.);CHKERRQ(ierr);
1572   if (!transpose) {
1573     ierr = MatMultTranspose(loc_divudotp,p,v);CHKERRQ(ierr);
1574   } else {
1575     ierr = MatMult(loc_divudotp,p,v);CHKERRQ(ierr);
1576   }
1577   if (vl2l) {
1578     Mat        lA;
1579     VecScatter sc;
1580 
1581     ierr = MatISGetLocalMat(A,&lA);CHKERRQ(ierr);
1582     ierr = MatCreateVecs(lA,&vins,NULL);CHKERRQ(ierr);
1583     ierr = VecScatterCreate(v,vl2l,vins,NULL,&sc);CHKERRQ(ierr);
1584     ierr = VecScatterBegin(sc,v,vins,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1585     ierr = VecScatterEnd(sc,v,vins,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1586     ierr = VecScatterDestroy(&sc);CHKERRQ(ierr);
1587   } else {
1588     vins = v;
1589   }
1590   ierr = VecGetArrayRead(vins,&array);CHKERRQ(ierr);
1591   ierr = VecDestroy(&p);CHKERRQ(ierr);
1592 
1593   /* insert in global quadrature vecs */
1594   ierr = MPI_Comm_rank(PetscObjectComm((PetscObject)A),&rank);CHKERRQ(ierr);
1595   for (i=0;i<nf;i++) {
1596     const PetscInt    *idxs;
1597     PetscInt          idx,nn,j;
1598 
1599     ierr = ISGetIndices(faces[i],&idxs);CHKERRQ(ierr);
1600     ierr = ISGetLocalSize(faces[i],&nn);CHKERRQ(ierr);
1601     for (j=0;j<nn;j++) vals[j] = array[idxs[j]];
1602     ierr = PetscFindInt(rank,graph->count[idxs[0]],graph->neighbours_set[idxs[0]],&idx);CHKERRQ(ierr);
1603     idx  = -(idx+1);
1604     ierr = VecSetValuesLocal(quad_vecs[idx],nn,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
1605     ierr = ISRestoreIndices(faces[i],&idxs);CHKERRQ(ierr);
1606   }
1607   for (i=0;i<ne;i++) {
1608     const PetscInt    *idxs;
1609     PetscInt          idx,nn,j;
1610 
1611     ierr = ISGetIndices(edges[i],&idxs);CHKERRQ(ierr);
1612     ierr = ISGetLocalSize(edges[i],&nn);CHKERRQ(ierr);
1613     for (j=0;j<nn;j++) vals[j] = array[idxs[j]];
1614     ierr = PetscFindInt(rank,graph->count[idxs[0]],graph->neighbours_set[idxs[0]],&idx);CHKERRQ(ierr);
1615     idx  = -(idx+1);
1616     ierr = VecSetValuesLocal(quad_vecs[idx],nn,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
1617     ierr = ISRestoreIndices(edges[i],&idxs);CHKERRQ(ierr);
1618   }
1619   ierr = PCBDDCGraphRestoreCandidatesIS(graph,&nf,&faces,&ne,&edges,NULL);CHKERRQ(ierr);
1620   ierr = VecRestoreArrayRead(vins,&array);CHKERRQ(ierr);
1621   if (vl2l) {
1622     ierr = VecDestroy(&vins);CHKERRQ(ierr);
1623   }
1624   ierr = VecDestroy(&v);CHKERRQ(ierr);
1625   ierr = PetscFree(vals);CHKERRQ(ierr);
1626 
1627   /* assemble near null space */
1628   for (i=0;i<maxneighs;i++) {
1629     ierr = VecAssemblyBegin(quad_vecs[i]);CHKERRQ(ierr);
1630   }
1631   for (i=0;i<maxneighs;i++) {
1632     ierr = VecAssemblyEnd(quad_vecs[i]);CHKERRQ(ierr);
1633     ierr = VecLockPush(quad_vecs[i]);CHKERRQ(ierr);
1634   }
1635   ierr = VecDestroyVecs(maxneighs,&quad_vecs);CHKERRQ(ierr);
1636   PetscFunctionReturn(0);
1637 }
1638 
1639 
1640 PetscErrorCode PCBDDCComputeLocalTopologyInfo(PC pc)
1641 {
1642   PetscErrorCode ierr;
1643   Vec            local,global;
1644   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
1645   Mat_IS         *matis = (Mat_IS*)pc->pmat->data;
1646   PetscBool      monolithic = PETSC_FALSE;
1647 
1648   PetscFunctionBegin;
1649   ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)pc),((PetscObject)pc)->prefix,"BDDC topology options","PC");CHKERRQ(ierr);
1650   ierr = PetscOptionsBool("-pc_bddc_monolithic","Discard any information on dofs splitting",NULL,monolithic,&monolithic,NULL);CHKERRQ(ierr);
1651   ierr = PetscOptionsEnd();CHKERRQ(ierr);
1652   /* need to convert from global to local topology information and remove references to information in global ordering */
1653   ierr = MatCreateVecs(pc->pmat,&global,NULL);CHKERRQ(ierr);
1654   ierr = MatCreateVecs(matis->A,&local,NULL);CHKERRQ(ierr);
1655   if (monolithic) goto boundary;
1656 
1657   if (pcbddc->user_provided_isfordofs) {
1658     if (pcbddc->n_ISForDofs) {
1659       PetscInt i;
1660       ierr = PetscMalloc1(pcbddc->n_ISForDofs,&pcbddc->ISForDofsLocal);CHKERRQ(ierr);
1661       for (i=0;i<pcbddc->n_ISForDofs;i++) {
1662         ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,pcbddc->ISForDofs[i],&pcbddc->ISForDofsLocal[i]);CHKERRQ(ierr);
1663         ierr = ISDestroy(&pcbddc->ISForDofs[i]);CHKERRQ(ierr);
1664       }
1665       pcbddc->n_ISForDofsLocal = pcbddc->n_ISForDofs;
1666       pcbddc->n_ISForDofs = 0;
1667       ierr = PetscFree(pcbddc->ISForDofs);CHKERRQ(ierr);
1668     }
1669   } else {
1670     if (!pcbddc->n_ISForDofsLocal) { /* field split not present */
1671       DM dm;
1672 
1673       ierr = PCGetDM(pc, &dm);CHKERRQ(ierr);
1674       if (!dm) {
1675         ierr = MatGetDM(pc->pmat, &dm);CHKERRQ(ierr);
1676       }
1677       if (dm) {
1678         IS      *fields;
1679         PetscInt nf,i;
1680         ierr = DMCreateFieldDecomposition(dm,&nf,NULL,&fields,NULL);CHKERRQ(ierr);
1681         ierr = PetscMalloc1(nf,&pcbddc->ISForDofsLocal);CHKERRQ(ierr);
1682         for (i=0;i<nf;i++) {
1683           ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,fields[i],&pcbddc->ISForDofsLocal[i]);CHKERRQ(ierr);
1684           ierr = ISDestroy(&fields[i]);CHKERRQ(ierr);
1685         }
1686         ierr = PetscFree(fields);CHKERRQ(ierr);
1687         pcbddc->n_ISForDofsLocal = nf;
1688       } else { /* See if MATIS has fields attached by the conversion from MatNest */
1689         PetscContainer   c;
1690 
1691         ierr = PetscObjectQuery((PetscObject)pc->pmat,"_convert_nest_lfields",(PetscObject*)&c);CHKERRQ(ierr);
1692         if (c) {
1693           MatISLocalFields lf;
1694           ierr = PetscContainerGetPointer(c,(void**)&lf);CHKERRQ(ierr);
1695           ierr = PCBDDCSetDofsSplittingLocal(pc,lf->nr,lf->rf);CHKERRQ(ierr);
1696         } else { /* fallback, create the default fields if bs > 1 */
1697           PetscInt i, n = matis->A->rmap->n;
1698           ierr = MatGetBlockSize(pc->pmat,&i);CHKERRQ(ierr);
1699           if (i > 1) {
1700             pcbddc->n_ISForDofsLocal = i;
1701             ierr = PetscMalloc1(pcbddc->n_ISForDofsLocal,&pcbddc->ISForDofsLocal);CHKERRQ(ierr);
1702             for (i=0;i<pcbddc->n_ISForDofsLocal;i++) {
1703               ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),n/pcbddc->n_ISForDofsLocal,i,pcbddc->n_ISForDofsLocal,&pcbddc->ISForDofsLocal[i]);CHKERRQ(ierr);
1704             }
1705           }
1706         }
1707       }
1708     } else {
1709       PetscInt i;
1710       for (i=0;i<pcbddc->n_ISForDofsLocal;i++) {
1711         ierr = PCBDDCConsistencyCheckIS(pc,MPI_LAND,&pcbddc->ISForDofsLocal[i]);CHKERRQ(ierr);
1712       }
1713     }
1714   }
1715 
1716 boundary:
1717   if (!pcbddc->DirichletBoundariesLocal && pcbddc->DirichletBoundaries) {
1718     ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,pcbddc->DirichletBoundaries,&pcbddc->DirichletBoundariesLocal);CHKERRQ(ierr);
1719   } else if (pcbddc->DirichletBoundariesLocal) {
1720     ierr = PCBDDCConsistencyCheckIS(pc,MPI_LAND,&pcbddc->DirichletBoundariesLocal);CHKERRQ(ierr);
1721   }
1722   if (!pcbddc->NeumannBoundariesLocal && pcbddc->NeumannBoundaries) {
1723     ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,pcbddc->NeumannBoundaries,&pcbddc->NeumannBoundariesLocal);CHKERRQ(ierr);
1724   } else if (pcbddc->NeumannBoundariesLocal) {
1725     ierr = PCBDDCConsistencyCheckIS(pc,MPI_LOR,&pcbddc->NeumannBoundariesLocal);CHKERRQ(ierr);
1726   }
1727   if (!pcbddc->user_primal_vertices_local && pcbddc->user_primal_vertices) {
1728     ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,pcbddc->user_primal_vertices,&pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
1729   }
1730   ierr = VecDestroy(&global);CHKERRQ(ierr);
1731   ierr = VecDestroy(&local);CHKERRQ(ierr);
1732 
1733   PetscFunctionReturn(0);
1734 }
1735 
1736 PetscErrorCode PCBDDCConsistencyCheckIS(PC pc, MPI_Op mop, IS *is)
1737 {
1738   Mat_IS          *matis = (Mat_IS*)(pc->pmat->data);
1739   PetscErrorCode  ierr;
1740   IS              nis;
1741   const PetscInt  *idxs;
1742   PetscInt        i,nd,n = matis->A->rmap->n,*nidxs,nnd;
1743   PetscBool       *ld;
1744 
1745   PetscFunctionBegin;
1746   if (mop != MPI_LAND && mop != MPI_LOR) SETERRQ(PetscObjectComm((PetscObject)(pc)),PETSC_ERR_SUP,"Supported are MPI_LAND and MPI_LOR");
1747   ierr = MatISSetUpSF(pc->pmat);CHKERRQ(ierr);
1748   if (mop == MPI_LAND) {
1749     /* init rootdata with true */
1750     ld   = (PetscBool*) matis->sf_rootdata;
1751     for (i=0;i<pc->pmat->rmap->n;i++) ld[i] = PETSC_TRUE;
1752   } else {
1753     ierr = PetscMemzero(matis->sf_rootdata,pc->pmat->rmap->n*sizeof(PetscBool));CHKERRQ(ierr);
1754   }
1755   ierr = PetscMemzero(matis->sf_leafdata,n*sizeof(PetscBool));CHKERRQ(ierr);
1756   ierr = ISGetLocalSize(*is,&nd);CHKERRQ(ierr);
1757   ierr = ISGetIndices(*is,&idxs);CHKERRQ(ierr);
1758   ld   = (PetscBool*) matis->sf_leafdata;
1759   for (i=0;i<nd;i++)
1760     if (-1 < idxs[i] && idxs[i] < n)
1761       ld[idxs[i]] = PETSC_TRUE;
1762   ierr = ISRestoreIndices(*is,&idxs);CHKERRQ(ierr);
1763   ierr = PetscSFReduceBegin(matis->sf,MPIU_BOOL,matis->sf_leafdata,matis->sf_rootdata,mop);CHKERRQ(ierr);
1764   ierr = PetscSFReduceEnd(matis->sf,MPIU_BOOL,matis->sf_leafdata,matis->sf_rootdata,mop);CHKERRQ(ierr);
1765   ierr = PetscSFBcastBegin(matis->sf,MPIU_BOOL,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
1766   ierr = PetscSFBcastEnd(matis->sf,MPIU_BOOL,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
1767   if (mop == MPI_LAND) {
1768     ierr = PetscMalloc1(nd,&nidxs);CHKERRQ(ierr);
1769   } else {
1770     ierr = PetscMalloc1(n,&nidxs);CHKERRQ(ierr);
1771   }
1772   for (i=0,nnd=0;i<n;i++)
1773     if (ld[i])
1774       nidxs[nnd++] = i;
1775   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)(*is)),nnd,nidxs,PETSC_OWN_POINTER,&nis);CHKERRQ(ierr);
1776   ierr = ISDestroy(is);CHKERRQ(ierr);
1777   *is  = nis;
1778   PetscFunctionReturn(0);
1779 }
1780 
1781 PetscErrorCode PCBDDCBenignRemoveInterior(PC pc,Vec r,Vec z)
1782 {
1783   PC_IS             *pcis = (PC_IS*)(pc->data);
1784   PC_BDDC           *pcbddc = (PC_BDDC*)(pc->data);
1785   PetscErrorCode    ierr;
1786 
1787   PetscFunctionBegin;
1788   if (!pcbddc->benign_have_null) {
1789     PetscFunctionReturn(0);
1790   }
1791   if (pcbddc->ChangeOfBasisMatrix) {
1792     Vec swap;
1793 
1794     ierr = MatMultTranspose(pcbddc->ChangeOfBasisMatrix,r,pcbddc->work_change);CHKERRQ(ierr);
1795     swap = pcbddc->work_change;
1796     pcbddc->work_change = r;
1797     r = swap;
1798   }
1799   ierr = VecScatterBegin(pcis->global_to_D,r,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1800   ierr = VecScatterEnd(pcis->global_to_D,r,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1801   ierr = KSPSolve(pcbddc->ksp_D,pcis->vec1_D,pcis->vec2_D);CHKERRQ(ierr);
1802   ierr = VecSet(z,0.);CHKERRQ(ierr);
1803   ierr = VecScatterBegin(pcis->global_to_D,pcis->vec2_D,z,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1804   ierr = VecScatterEnd(pcis->global_to_D,pcis->vec2_D,z,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1805   if (pcbddc->ChangeOfBasisMatrix) {
1806     pcbddc->work_change = r;
1807     ierr = VecCopy(z,pcbddc->work_change);CHKERRQ(ierr);
1808     ierr = MatMult(pcbddc->ChangeOfBasisMatrix,pcbddc->work_change,z);CHKERRQ(ierr);
1809   }
1810   PetscFunctionReturn(0);
1811 }
1812 
1813 PetscErrorCode PCBDDCBenignMatMult_Private_Private(Mat A, Vec x, Vec y, PetscBool transpose)
1814 {
1815   PCBDDCBenignMatMult_ctx ctx;
1816   PetscErrorCode          ierr;
1817   PetscBool               apply_right,apply_left,reset_x;
1818 
1819   PetscFunctionBegin;
1820   ierr = MatShellGetContext(A,&ctx);CHKERRQ(ierr);
1821   if (transpose) {
1822     apply_right = ctx->apply_left;
1823     apply_left = ctx->apply_right;
1824   } else {
1825     apply_right = ctx->apply_right;
1826     apply_left = ctx->apply_left;
1827   }
1828   reset_x = PETSC_FALSE;
1829   if (apply_right) {
1830     const PetscScalar *ax;
1831     PetscInt          nl,i;
1832 
1833     ierr = VecGetLocalSize(x,&nl);CHKERRQ(ierr);
1834     ierr = VecGetArrayRead(x,&ax);CHKERRQ(ierr);
1835     ierr = PetscMemcpy(ctx->work,ax,nl*sizeof(PetscScalar));CHKERRQ(ierr);
1836     ierr = VecRestoreArrayRead(x,&ax);CHKERRQ(ierr);
1837     for (i=0;i<ctx->benign_n;i++) {
1838       PetscScalar    sum,val;
1839       const PetscInt *idxs;
1840       PetscInt       nz,j;
1841       ierr = ISGetLocalSize(ctx->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
1842       ierr = ISGetIndices(ctx->benign_zerodiag_subs[i],&idxs);CHKERRQ(ierr);
1843       sum = 0.;
1844       if (ctx->apply_p0) {
1845         val = ctx->work[idxs[nz-1]];
1846         for (j=0;j<nz-1;j++) {
1847           sum += ctx->work[idxs[j]];
1848           ctx->work[idxs[j]] += val;
1849         }
1850       } else {
1851         for (j=0;j<nz-1;j++) {
1852           sum += ctx->work[idxs[j]];
1853         }
1854       }
1855       ctx->work[idxs[nz-1]] -= sum;
1856       ierr = ISRestoreIndices(ctx->benign_zerodiag_subs[i],&idxs);CHKERRQ(ierr);
1857     }
1858     ierr = VecPlaceArray(x,ctx->work);CHKERRQ(ierr);
1859     reset_x = PETSC_TRUE;
1860   }
1861   if (transpose) {
1862     ierr = MatMultTranspose(ctx->A,x,y);CHKERRQ(ierr);
1863   } else {
1864     ierr = MatMult(ctx->A,x,y);CHKERRQ(ierr);
1865   }
1866   if (reset_x) {
1867     ierr = VecResetArray(x);CHKERRQ(ierr);
1868   }
1869   if (apply_left) {
1870     PetscScalar *ay;
1871     PetscInt    i;
1872 
1873     ierr = VecGetArray(y,&ay);CHKERRQ(ierr);
1874     for (i=0;i<ctx->benign_n;i++) {
1875       PetscScalar    sum,val;
1876       const PetscInt *idxs;
1877       PetscInt       nz,j;
1878       ierr = ISGetLocalSize(ctx->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
1879       ierr = ISGetIndices(ctx->benign_zerodiag_subs[i],&idxs);CHKERRQ(ierr);
1880       val = -ay[idxs[nz-1]];
1881       if (ctx->apply_p0) {
1882         sum = 0.;
1883         for (j=0;j<nz-1;j++) {
1884           sum += ay[idxs[j]];
1885           ay[idxs[j]] += val;
1886         }
1887         ay[idxs[nz-1]] += sum;
1888       } else {
1889         for (j=0;j<nz-1;j++) {
1890           ay[idxs[j]] += val;
1891         }
1892         ay[idxs[nz-1]] = 0.;
1893       }
1894       ierr = ISRestoreIndices(ctx->benign_zerodiag_subs[i],&idxs);CHKERRQ(ierr);
1895     }
1896     ierr = VecRestoreArray(y,&ay);CHKERRQ(ierr);
1897   }
1898   PetscFunctionReturn(0);
1899 }
1900 
1901 PetscErrorCode PCBDDCBenignMatMultTranspose_Private(Mat A, Vec x, Vec y)
1902 {
1903   PetscErrorCode ierr;
1904 
1905   PetscFunctionBegin;
1906   ierr = PCBDDCBenignMatMult_Private_Private(A,x,y,PETSC_TRUE);CHKERRQ(ierr);
1907   PetscFunctionReturn(0);
1908 }
1909 
1910 PetscErrorCode PCBDDCBenignMatMult_Private(Mat A, Vec x, Vec y)
1911 {
1912   PetscErrorCode ierr;
1913 
1914   PetscFunctionBegin;
1915   ierr = PCBDDCBenignMatMult_Private_Private(A,x,y,PETSC_FALSE);CHKERRQ(ierr);
1916   PetscFunctionReturn(0);
1917 }
1918 
1919 PetscErrorCode PCBDDCBenignShellMat(PC pc, PetscBool restore)
1920 {
1921   PC_IS                   *pcis = (PC_IS*)pc->data;
1922   PC_BDDC                 *pcbddc = (PC_BDDC*)pc->data;
1923   PCBDDCBenignMatMult_ctx ctx;
1924   PetscErrorCode          ierr;
1925 
1926   PetscFunctionBegin;
1927   if (!restore) {
1928     Mat                A_IB,A_BI;
1929     PetscScalar        *work;
1930     PCBDDCReuseSolvers reuse = pcbddc->sub_schurs ? pcbddc->sub_schurs->reuse_solver : NULL;
1931 
1932     if (pcbddc->benign_original_mat) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Benign original mat has not been restored");
1933     if (!pcbddc->benign_change || !pcbddc->benign_n || pcbddc->benign_change_explicit) PetscFunctionReturn(0);
1934     ierr = PetscMalloc1(pcis->n,&work);CHKERRQ(ierr);
1935     ierr = MatCreate(PETSC_COMM_SELF,&A_IB);CHKERRQ(ierr);
1936     ierr = MatSetSizes(A_IB,pcis->n-pcis->n_B,pcis->n_B,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
1937     ierr = MatSetType(A_IB,MATSHELL);CHKERRQ(ierr);
1938     ierr = MatShellSetOperation(A_IB,MATOP_MULT,(void (*)(void))PCBDDCBenignMatMult_Private);CHKERRQ(ierr);
1939     ierr = MatShellSetOperation(A_IB,MATOP_MULT_TRANSPOSE,(void (*)(void))PCBDDCBenignMatMultTranspose_Private);CHKERRQ(ierr);
1940     ierr = PetscNew(&ctx);CHKERRQ(ierr);
1941     ierr = MatShellSetContext(A_IB,ctx);CHKERRQ(ierr);
1942     ctx->apply_left = PETSC_TRUE;
1943     ctx->apply_right = PETSC_FALSE;
1944     ctx->apply_p0 = PETSC_FALSE;
1945     ctx->benign_n = pcbddc->benign_n;
1946     if (reuse) {
1947       ctx->benign_zerodiag_subs = reuse->benign_zerodiag_subs;
1948       ctx->free = PETSC_FALSE;
1949     } else { /* TODO: could be optimized for successive solves */
1950       ISLocalToGlobalMapping N_to_D;
1951       PetscInt               i;
1952 
1953       ierr = ISLocalToGlobalMappingCreateIS(pcis->is_I_local,&N_to_D);CHKERRQ(ierr);
1954       ierr = PetscMalloc1(pcbddc->benign_n,&ctx->benign_zerodiag_subs);CHKERRQ(ierr);
1955       for (i=0;i<pcbddc->benign_n;i++) {
1956         ierr = ISGlobalToLocalMappingApplyIS(N_to_D,IS_GTOLM_DROP,pcbddc->benign_zerodiag_subs[i],&ctx->benign_zerodiag_subs[i]);CHKERRQ(ierr);
1957       }
1958       ierr = ISLocalToGlobalMappingDestroy(&N_to_D);CHKERRQ(ierr);
1959       ctx->free = PETSC_TRUE;
1960     }
1961     ctx->A = pcis->A_IB;
1962     ctx->work = work;
1963     ierr = MatSetUp(A_IB);CHKERRQ(ierr);
1964     ierr = MatAssemblyBegin(A_IB,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
1965     ierr = MatAssemblyEnd(A_IB,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
1966     pcis->A_IB = A_IB;
1967 
1968     /* A_BI as A_IB^T */
1969     ierr = MatCreateTranspose(A_IB,&A_BI);CHKERRQ(ierr);
1970     pcbddc->benign_original_mat = pcis->A_BI;
1971     pcis->A_BI = A_BI;
1972   } else {
1973     if (!pcbddc->benign_original_mat) {
1974       PetscFunctionReturn(0);
1975     }
1976     ierr = MatShellGetContext(pcis->A_IB,&ctx);CHKERRQ(ierr);
1977     ierr = MatDestroy(&pcis->A_IB);CHKERRQ(ierr);
1978     pcis->A_IB = ctx->A;
1979     ctx->A = NULL;
1980     ierr = MatDestroy(&pcis->A_BI);CHKERRQ(ierr);
1981     pcis->A_BI = pcbddc->benign_original_mat;
1982     pcbddc->benign_original_mat = NULL;
1983     if (ctx->free) {
1984       PetscInt i;
1985       for (i=0;i<ctx->benign_n;i++) {
1986         ierr = ISDestroy(&ctx->benign_zerodiag_subs[i]);CHKERRQ(ierr);
1987       }
1988       ierr = PetscFree(ctx->benign_zerodiag_subs);CHKERRQ(ierr);
1989     }
1990     ierr = PetscFree(ctx->work);CHKERRQ(ierr);
1991     ierr = PetscFree(ctx);CHKERRQ(ierr);
1992   }
1993   PetscFunctionReturn(0);
1994 }
1995 
1996 /* used just in bddc debug mode */
1997 PetscErrorCode PCBDDCBenignProject(PC pc, IS is1, IS is2, Mat *B)
1998 {
1999   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
2000   Mat_IS         *matis = (Mat_IS*)pc->pmat->data;
2001   Mat            An;
2002   PetscErrorCode ierr;
2003 
2004   PetscFunctionBegin;
2005   ierr = MatPtAP(matis->A,pcbddc->benign_change,MAT_INITIAL_MATRIX,2.0,&An);CHKERRQ(ierr);
2006   ierr = MatZeroRowsColumns(An,pcbddc->benign_n,pcbddc->benign_p0_lidx,1.0,NULL,NULL);CHKERRQ(ierr);
2007   if (is1) {
2008     ierr = MatCreateSubMatrix(An,is1,is2,MAT_INITIAL_MATRIX,B);CHKERRQ(ierr);
2009     ierr = MatDestroy(&An);CHKERRQ(ierr);
2010   } else {
2011     *B = An;
2012   }
2013   PetscFunctionReturn(0);
2014 }
2015 
2016 /* TODO: add reuse flag */
2017 PetscErrorCode MatSeqAIJCompress(Mat A, Mat *B)
2018 {
2019   Mat            Bt;
2020   PetscScalar    *a,*bdata;
2021   const PetscInt *ii,*ij;
2022   PetscInt       m,n,i,nnz,*bii,*bij;
2023   PetscBool      flg_row;
2024   PetscErrorCode ierr;
2025 
2026   PetscFunctionBegin;
2027   ierr = MatGetSize(A,&n,&m);CHKERRQ(ierr);
2028   ierr = MatGetRowIJ(A,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&ij,&flg_row);CHKERRQ(ierr);
2029   ierr = MatSeqAIJGetArray(A,&a);CHKERRQ(ierr);
2030   nnz = n;
2031   for (i=0;i<ii[n];i++) {
2032     if (PetscLikely(PetscAbsScalar(a[i]) > PETSC_SMALL)) nnz++;
2033   }
2034   ierr = PetscMalloc1(n+1,&bii);CHKERRQ(ierr);
2035   ierr = PetscMalloc1(nnz,&bij);CHKERRQ(ierr);
2036   ierr = PetscMalloc1(nnz,&bdata);CHKERRQ(ierr);
2037   nnz = 0;
2038   bii[0] = 0;
2039   for (i=0;i<n;i++) {
2040     PetscInt j;
2041     for (j=ii[i];j<ii[i+1];j++) {
2042       PetscScalar entry = a[j];
2043       if (PetscLikely(PetscAbsScalar(entry) > PETSC_SMALL) || ij[j] == i) {
2044         bij[nnz] = ij[j];
2045         bdata[nnz] = entry;
2046         nnz++;
2047       }
2048     }
2049     bii[i+1] = nnz;
2050   }
2051   ierr = MatSeqAIJRestoreArray(A,&a);CHKERRQ(ierr);
2052   ierr = MatCreateSeqAIJWithArrays(PetscObjectComm((PetscObject)A),n,m,bii,bij,bdata,&Bt);CHKERRQ(ierr);
2053   ierr = MatRestoreRowIJ(A,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&ij,&flg_row);CHKERRQ(ierr);
2054   {
2055     Mat_SeqAIJ *b = (Mat_SeqAIJ*)(Bt->data);
2056     b->free_a = PETSC_TRUE;
2057     b->free_ij = PETSC_TRUE;
2058   }
2059   *B = Bt;
2060   PetscFunctionReturn(0);
2061 }
2062 
2063 PetscErrorCode PCBDDCDetectDisconnectedComponents(PC pc, PetscInt *ncc, IS* cc[], IS* primalv)
2064 {
2065   Mat                    B = NULL;
2066   DM                     dm;
2067   IS                     is_dummy,*cc_n;
2068   ISLocalToGlobalMapping l2gmap_dummy;
2069   PCBDDCGraph            graph;
2070   PetscInt               *xadj_filtered = NULL,*adjncy_filtered = NULL;
2071   PetscInt               i,n;
2072   PetscInt               *xadj,*adjncy;
2073   PetscBool              isplex = PETSC_FALSE;
2074   PetscErrorCode         ierr;
2075 
2076   PetscFunctionBegin;
2077   if (ncc) *ncc = 0;
2078   if (cc) *cc = NULL;
2079   if (primalv) *primalv = NULL;
2080   ierr = PCBDDCGraphCreate(&graph);CHKERRQ(ierr);
2081   ierr = PCGetDM(pc,&dm);CHKERRQ(ierr);
2082   if (!dm) {
2083     ierr = MatGetDM(pc->pmat,&dm);CHKERRQ(ierr);
2084   }
2085   if (dm) {
2086     ierr = PetscObjectTypeCompare((PetscObject)dm,DMPLEX,&isplex);CHKERRQ(ierr);
2087   }
2088   if (isplex) { /* this code has been modified from plexpartition.c */
2089     PetscInt       p, pStart, pEnd, a, adjSize, idx, size, nroots;
2090     PetscInt      *adj = NULL;
2091     IS             cellNumbering;
2092     const PetscInt *cellNum;
2093     PetscBool      useCone, useClosure;
2094     PetscSection   section;
2095     PetscSegBuffer adjBuffer;
2096     PetscSF        sfPoint;
2097     PetscErrorCode ierr;
2098 
2099     PetscFunctionBegin;
2100     ierr = DMPlexGetHeightStratum(dm, 0, &pStart, &pEnd);CHKERRQ(ierr);
2101     ierr = DMGetPointSF(dm, &sfPoint);CHKERRQ(ierr);
2102     ierr = PetscSFGetGraph(sfPoint, &nroots, NULL, NULL, NULL);CHKERRQ(ierr);
2103     /* Build adjacency graph via a section/segbuffer */
2104     ierr = PetscSectionCreate(PetscObjectComm((PetscObject) dm), &section);CHKERRQ(ierr);
2105     ierr = PetscSectionSetChart(section, pStart, pEnd);CHKERRQ(ierr);
2106     ierr = PetscSegBufferCreate(sizeof(PetscInt),1000,&adjBuffer);CHKERRQ(ierr);
2107     /* Always use FVM adjacency to create partitioner graph */
2108     ierr = DMPlexGetAdjacencyUseCone(dm, &useCone);CHKERRQ(ierr);
2109     ierr = DMPlexGetAdjacencyUseClosure(dm, &useClosure);CHKERRQ(ierr);
2110     ierr = DMPlexSetAdjacencyUseCone(dm, PETSC_TRUE);CHKERRQ(ierr);
2111     ierr = DMPlexSetAdjacencyUseClosure(dm, PETSC_FALSE);CHKERRQ(ierr);
2112     ierr = DMPlexGetCellNumbering(dm, &cellNumbering);CHKERRQ(ierr);
2113     ierr = ISGetIndices(cellNumbering, &cellNum);CHKERRQ(ierr);
2114     for (n = 0, p = pStart; p < pEnd; p++) {
2115       /* Skip non-owned cells in parallel (ParMetis expects no overlap) */
2116       if (nroots > 0) {if (cellNum[p] < 0) continue;}
2117       adjSize = PETSC_DETERMINE;
2118       ierr = DMPlexGetAdjacency(dm, p, &adjSize, &adj);CHKERRQ(ierr);
2119       for (a = 0; a < adjSize; ++a) {
2120         const PetscInt point = adj[a];
2121         if (pStart <= point && point < pEnd) {
2122           PetscInt *PETSC_RESTRICT pBuf;
2123           ierr = PetscSectionAddDof(section, p, 1);CHKERRQ(ierr);
2124           ierr = PetscSegBufferGetInts(adjBuffer, 1, &pBuf);CHKERRQ(ierr);
2125           *pBuf = point;
2126         }
2127       }
2128       n++;
2129     }
2130     ierr = DMPlexSetAdjacencyUseCone(dm, useCone);CHKERRQ(ierr);
2131     ierr = DMPlexSetAdjacencyUseClosure(dm, useClosure);CHKERRQ(ierr);
2132     /* Derive CSR graph from section/segbuffer */
2133     ierr = PetscSectionSetUp(section);CHKERRQ(ierr);
2134     ierr = PetscSectionGetStorageSize(section, &size);CHKERRQ(ierr);
2135     ierr = PetscMalloc1(n+1, &xadj);CHKERRQ(ierr);
2136     for (idx = 0, p = pStart; p < pEnd; p++) {
2137       if (nroots > 0) {if (cellNum[p] < 0) continue;}
2138       ierr = PetscSectionGetOffset(section, p, &(xadj[idx++]));CHKERRQ(ierr);
2139     }
2140     xadj[n] = size;
2141     ierr = PetscSegBufferExtractAlloc(adjBuffer, &adjncy);CHKERRQ(ierr);
2142     /* Clean up */
2143     ierr = PetscSegBufferDestroy(&adjBuffer);CHKERRQ(ierr);
2144     ierr = PetscSectionDestroy(&section);CHKERRQ(ierr);
2145     ierr = PetscFree(adj);CHKERRQ(ierr);
2146     graph->xadj = xadj;
2147     graph->adjncy = adjncy;
2148   } else {
2149     Mat       A;
2150     PetscBool filter = PETSC_FALSE, isseqaij, flg_row;
2151 
2152     ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2153     if (!A->rmap->N || !A->cmap->N) {
2154       ierr = PCBDDCGraphDestroy(&graph);CHKERRQ(ierr);
2155       PetscFunctionReturn(0);
2156     }
2157     ierr = PetscObjectTypeCompare((PetscObject)A,MATSEQAIJ,&isseqaij);CHKERRQ(ierr);
2158     if (!isseqaij && filter) {
2159       PetscBool isseqdense;
2160 
2161       ierr = PetscObjectTypeCompare((PetscObject)A,MATSEQDENSE,&isseqdense);CHKERRQ(ierr);
2162       if (!isseqdense) {
2163         ierr = MatConvert(A,MATSEQAIJ,MAT_INITIAL_MATRIX,&B);CHKERRQ(ierr);
2164       } else { /* TODO: rectangular case and LDA */
2165         PetscScalar *array;
2166         PetscReal   chop=1.e-6;
2167 
2168         ierr = MatDuplicate(A,MAT_COPY_VALUES,&B);CHKERRQ(ierr);
2169         ierr = MatDenseGetArray(B,&array);CHKERRQ(ierr);
2170         ierr = MatGetSize(B,&n,NULL);CHKERRQ(ierr);
2171         for (i=0;i<n;i++) {
2172           PetscInt j;
2173           for (j=i+1;j<n;j++) {
2174             PetscReal thresh = chop*(PetscAbsScalar(array[i*(n+1)])+PetscAbsScalar(array[j*(n+1)]));
2175             if (PetscAbsScalar(array[i*n+j]) < thresh) array[i*n+j] = 0.;
2176             if (PetscAbsScalar(array[j*n+i]) < thresh) array[j*n+i] = 0.;
2177           }
2178         }
2179         ierr = MatDenseRestoreArray(B,&array);CHKERRQ(ierr);
2180         ierr = MatConvert(B,MATSEQAIJ,MAT_INPLACE_MATRIX,&B);CHKERRQ(ierr);
2181       }
2182     } else {
2183       ierr = PetscObjectReference((PetscObject)A);CHKERRQ(ierr);
2184       B = A;
2185     }
2186     ierr = MatGetRowIJ(B,0,PETSC_TRUE,PETSC_FALSE,&n,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
2187 
2188     /* if filter is true, then removes entries lower than PETSC_SMALL in magnitude */
2189     if (filter) {
2190       PetscScalar *data;
2191       PetscInt    j,cum;
2192 
2193       ierr = PetscCalloc2(n+1,&xadj_filtered,xadj[n],&adjncy_filtered);CHKERRQ(ierr);
2194       ierr = MatSeqAIJGetArray(B,&data);CHKERRQ(ierr);
2195       cum = 0;
2196       for (i=0;i<n;i++) {
2197         PetscInt t;
2198 
2199         for (j=xadj[i];j<xadj[i+1];j++) {
2200           if (PetscUnlikely(PetscAbsScalar(data[j]) < PETSC_SMALL)) {
2201             continue;
2202           }
2203           adjncy_filtered[cum+xadj_filtered[i]++] = adjncy[j];
2204         }
2205         t = xadj_filtered[i];
2206         xadj_filtered[i] = cum;
2207         cum += t;
2208       }
2209       ierr = MatSeqAIJRestoreArray(B,&data);CHKERRQ(ierr);
2210       graph->xadj = xadj_filtered;
2211       graph->adjncy = adjncy_filtered;
2212     } else {
2213       graph->xadj = xadj;
2214       graph->adjncy = adjncy;
2215     }
2216   }
2217   /* compute local connected components using PCBDDCGraph */
2218   ierr = ISCreateStride(PETSC_COMM_SELF,n,0,1,&is_dummy);CHKERRQ(ierr);
2219   ierr = ISLocalToGlobalMappingCreateIS(is_dummy,&l2gmap_dummy);CHKERRQ(ierr);
2220   ierr = ISDestroy(&is_dummy);CHKERRQ(ierr);
2221   ierr = PCBDDCGraphInit(graph,l2gmap_dummy,n,PETSC_MAX_INT);CHKERRQ(ierr);
2222   ierr = ISLocalToGlobalMappingDestroy(&l2gmap_dummy);CHKERRQ(ierr);
2223   ierr = PCBDDCGraphSetUp(graph,1,NULL,NULL,0,NULL,NULL);CHKERRQ(ierr);
2224   ierr = PCBDDCGraphComputeConnectedComponents(graph);CHKERRQ(ierr);
2225 
2226   /* partial clean up */
2227   ierr = PetscFree2(xadj_filtered,adjncy_filtered);CHKERRQ(ierr);
2228   if (B) {
2229     PetscBool flg_row;
2230     ierr = MatRestoreRowIJ(B,0,PETSC_TRUE,PETSC_FALSE,&n,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
2231     ierr = MatDestroy(&B);CHKERRQ(ierr);
2232   }
2233   if (isplex) {
2234     ierr = PetscFree(xadj);CHKERRQ(ierr);
2235     ierr = PetscFree(adjncy);CHKERRQ(ierr);
2236   }
2237 
2238   /* get back data */
2239   if (isplex) {
2240     if (ncc) *ncc = graph->ncc;
2241     if (cc || primalv) {
2242       Mat          A;
2243       PetscBT      btv,btvt;
2244       PetscSection subSection;
2245       PetscInt     *ids,cum,cump,*cids,*pids;
2246 
2247       ierr = DMPlexGetSubdomainSection(dm,&subSection);CHKERRQ(ierr);
2248       ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2249       ierr = PetscMalloc3(A->rmap->n,&ids,graph->ncc+1,&cids,A->rmap->n,&pids);CHKERRQ(ierr);
2250       ierr = PetscBTCreate(A->rmap->n,&btv);CHKERRQ(ierr);
2251       ierr = PetscBTCreate(A->rmap->n,&btvt);CHKERRQ(ierr);
2252 
2253       cids[0] = 0;
2254       for (i = 0, cump = 0, cum = 0; i < graph->ncc; i++) {
2255         PetscInt j;
2256 
2257         ierr = PetscBTMemzero(A->rmap->n,btvt);CHKERRQ(ierr);
2258         for (j = graph->cptr[i]; j < graph->cptr[i+1]; j++) {
2259           PetscInt k, size, *closure = NULL, cell = graph->queue[j];
2260 
2261           ierr = DMPlexGetTransitiveClosure(dm,cell,PETSC_TRUE,&size,&closure);CHKERRQ(ierr);
2262           for (k = 0; k < 2*size; k += 2) {
2263             PetscInt s, p = closure[k], off, dof, cdof;
2264 
2265             ierr = PetscSectionGetConstraintDof(subSection, p, &cdof);CHKERRQ(ierr);
2266             ierr = PetscSectionGetOffset(subSection,p,&off);CHKERRQ(ierr);
2267             ierr = PetscSectionGetDof(subSection,p,&dof);CHKERRQ(ierr);
2268             for (s = 0; s < dof-cdof; s++) {
2269               if (PetscBTLookupSet(btvt,off+s)) continue;
2270               if (!PetscBTLookup(btv,off+s)) {
2271                 ids[cum++] = off+s;
2272               } else { /* cross-vertex */
2273                 pids[cump++] = off+s;
2274               }
2275             }
2276           }
2277           ierr = DMPlexRestoreTransitiveClosure(dm,cell,PETSC_TRUE,&size,&closure);CHKERRQ(ierr);
2278         }
2279         cids[i+1] = cum;
2280         /* mark dofs as already assigned */
2281         for (j = cids[i]; j < cids[i+1]; j++) {
2282           ierr = PetscBTSet(btv,ids[j]);CHKERRQ(ierr);
2283         }
2284       }
2285       if (cc) {
2286         ierr = PetscMalloc1(graph->ncc,&cc_n);CHKERRQ(ierr);
2287         for (i = 0; i < graph->ncc; i++) {
2288           ierr = ISCreateGeneral(PETSC_COMM_SELF,cids[i+1]-cids[i],ids+cids[i],PETSC_COPY_VALUES,&cc_n[i]);CHKERRQ(ierr);
2289         }
2290         *cc = cc_n;
2291       }
2292       if (primalv) {
2293         ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),cump,pids,PETSC_COPY_VALUES,primalv);CHKERRQ(ierr);
2294       }
2295       ierr = PetscFree3(ids,cids,pids);CHKERRQ(ierr);
2296       ierr = PetscBTDestroy(&btv);CHKERRQ(ierr);
2297       ierr = PetscBTDestroy(&btvt);CHKERRQ(ierr);
2298     }
2299   } else {
2300     if (ncc) *ncc = graph->ncc;
2301     if (cc) {
2302       ierr = PetscMalloc1(graph->ncc,&cc_n);CHKERRQ(ierr);
2303       for (i=0;i<graph->ncc;i++) {
2304         ierr = ISCreateGeneral(PETSC_COMM_SELF,graph->cptr[i+1]-graph->cptr[i],graph->queue+graph->cptr[i],PETSC_COPY_VALUES,&cc_n[i]);CHKERRQ(ierr);
2305       }
2306       *cc = cc_n;
2307     }
2308   }
2309   /* clean up graph */
2310   graph->xadj = 0;
2311   graph->adjncy = 0;
2312   ierr = PCBDDCGraphDestroy(&graph);CHKERRQ(ierr);
2313   PetscFunctionReturn(0);
2314 }
2315 
2316 PetscErrorCode PCBDDCBenignCheck(PC pc, IS zerodiag)
2317 {
2318   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
2319   PC_IS*         pcis = (PC_IS*)(pc->data);
2320   IS             dirIS = NULL;
2321   PetscInt       i;
2322   PetscErrorCode ierr;
2323 
2324   PetscFunctionBegin;
2325   ierr = PCBDDCGraphGetDirichletDofs(pcbddc->mat_graph,&dirIS);CHKERRQ(ierr);
2326   if (zerodiag) {
2327     Mat            A;
2328     Vec            vec3_N;
2329     PetscScalar    *vals;
2330     const PetscInt *idxs;
2331     PetscInt       nz,*count;
2332 
2333     /* p0 */
2334     ierr = VecSet(pcis->vec1_N,0.);CHKERRQ(ierr);
2335     ierr = PetscMalloc1(pcis->n,&vals);CHKERRQ(ierr);
2336     ierr = ISGetLocalSize(zerodiag,&nz);CHKERRQ(ierr);
2337     ierr = ISGetIndices(zerodiag,&idxs);CHKERRQ(ierr);
2338     for (i=0;i<nz;i++) vals[i] = 1.;
2339     ierr = VecSetValues(pcis->vec1_N,nz,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2340     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
2341     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
2342     /* v_I */
2343     ierr = VecSetRandom(pcis->vec2_N,NULL);CHKERRQ(ierr);
2344     for (i=0;i<nz;i++) vals[i] = 0.;
2345     ierr = VecSetValues(pcis->vec2_N,nz,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2346     ierr = ISRestoreIndices(zerodiag,&idxs);CHKERRQ(ierr);
2347     ierr = ISGetIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2348     for (i=0;i<pcis->n_B;i++) vals[i] = 0.;
2349     ierr = VecSetValues(pcis->vec2_N,pcis->n_B,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2350     ierr = ISRestoreIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2351     if (dirIS) {
2352       PetscInt n;
2353 
2354       ierr = ISGetLocalSize(dirIS,&n);CHKERRQ(ierr);
2355       ierr = ISGetIndices(dirIS,&idxs);CHKERRQ(ierr);
2356       for (i=0;i<n;i++) vals[i] = 0.;
2357       ierr = VecSetValues(pcis->vec2_N,n,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2358       ierr = ISRestoreIndices(dirIS,&idxs);CHKERRQ(ierr);
2359     }
2360     ierr = VecAssemblyBegin(pcis->vec2_N);CHKERRQ(ierr);
2361     ierr = VecAssemblyEnd(pcis->vec2_N);CHKERRQ(ierr);
2362     ierr = VecDuplicate(pcis->vec1_N,&vec3_N);CHKERRQ(ierr);
2363     ierr = VecSet(vec3_N,0.);CHKERRQ(ierr);
2364     ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2365     ierr = MatMult(A,pcis->vec1_N,vec3_N);CHKERRQ(ierr);
2366     ierr = VecDot(vec3_N,pcis->vec2_N,&vals[0]);CHKERRQ(ierr);
2367     if (PetscAbsScalar(vals[0]) > 1.e-1) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_SUP,"Benign trick can not be applied! b(v_I,p_0) = %1.6e (should be numerically 0.)",PetscAbsScalar(vals[0]));
2368     ierr = PetscFree(vals);CHKERRQ(ierr);
2369     ierr = VecDestroy(&vec3_N);CHKERRQ(ierr);
2370 
2371     /* there should not be any pressure dofs lying on the interface */
2372     ierr = PetscCalloc1(pcis->n,&count);CHKERRQ(ierr);
2373     ierr = ISGetIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2374     for (i=0;i<pcis->n_B;i++) count[idxs[i]]++;
2375     ierr = ISRestoreIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2376     ierr = ISGetIndices(zerodiag,&idxs);CHKERRQ(ierr);
2377     for (i=0;i<nz;i++) if (count[idxs[i]]) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_SUP,"Benign trick can not be applied! pressure dof %d is an interface dof",idxs[i]);
2378     ierr = ISRestoreIndices(zerodiag,&idxs);CHKERRQ(ierr);
2379     ierr = PetscFree(count);CHKERRQ(ierr);
2380   }
2381   ierr = ISDestroy(&dirIS);CHKERRQ(ierr);
2382 
2383   /* check PCBDDCBenignGetOrSetP0 */
2384   ierr = VecSetRandom(pcis->vec1_global,NULL);CHKERRQ(ierr);
2385   for (i=0;i<pcbddc->benign_n;i++) pcbddc->benign_p0[i] = -PetscGlobalRank-i;
2386   ierr = PCBDDCBenignGetOrSetP0(pc,pcis->vec1_global,PETSC_FALSE);CHKERRQ(ierr);
2387   for (i=0;i<pcbddc->benign_n;i++) pcbddc->benign_p0[i] = 1;
2388   ierr = PCBDDCBenignGetOrSetP0(pc,pcis->vec1_global,PETSC_TRUE);CHKERRQ(ierr);
2389   for (i=0;i<pcbddc->benign_n;i++) {
2390     PetscInt val = PetscRealPart(pcbddc->benign_p0[i]);
2391     if (val != -PetscGlobalRank-i) SETERRQ3(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error testing PCBDDCBenignGetOrSetP0! Found %g at %d instead of %g\n",PetscRealPart(pcbddc->benign_p0[i]),i,-PetscGlobalRank-i);
2392   }
2393   PetscFunctionReturn(0);
2394 }
2395 
2396 PetscErrorCode PCBDDCBenignDetectSaddlePoint(PC pc, IS *zerodiaglocal)
2397 {
2398   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
2399   IS             pressures,zerodiag,zerodiag_save,*zerodiag_subs;
2400   PetscInt       nz,n;
2401   PetscInt       *interior_dofs,n_interior_dofs,nneu;
2402   PetscBool      sorted,have_null,has_null_pressures,recompute_zerodiag,checkb;
2403   PetscErrorCode ierr;
2404 
2405   PetscFunctionBegin;
2406   ierr = PetscSFDestroy(&pcbddc->benign_sf);CHKERRQ(ierr);
2407   ierr = MatDestroy(&pcbddc->benign_B0);CHKERRQ(ierr);
2408   for (n=0;n<pcbddc->benign_n;n++) {
2409     ierr = ISDestroy(&pcbddc->benign_zerodiag_subs[n]);CHKERRQ(ierr);
2410   }
2411   ierr = PetscFree(pcbddc->benign_zerodiag_subs);CHKERRQ(ierr);
2412   pcbddc->benign_n = 0;
2413 
2414   /* if a local info on dofs is present, uses the last field for "pressures" (or fid by command line)
2415      otherwise, it uses only zerodiagonal dofs (ok if the pressure block is all zero; it could fail if it is not)
2416      Checks if all the pressure dofs in each subdomain have a zero diagonal
2417      If not, a change of basis on pressures is not needed
2418      since the local Schur complements are already SPD
2419   */
2420   has_null_pressures = PETSC_TRUE;
2421   have_null = PETSC_TRUE;
2422   if (pcbddc->n_ISForDofsLocal) {
2423     IS       iP = NULL;
2424     PetscInt npl,*idxs,p = pcbddc->n_ISForDofsLocal-1;
2425 
2426     ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)pc),((PetscObject)pc)->prefix,"BDDC benign options","PC");CHKERRQ(ierr);
2427     ierr = PetscOptionsInt("-pc_bddc_pressure_field","Field id for pressures",NULL,p,&p,NULL);CHKERRQ(ierr);
2428     ierr = PetscOptionsEnd();CHKERRQ(ierr);
2429     if (p < 0 || p > pcbddc->n_ISForDofsLocal-1) SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_USER,"Invalid field id for pressures %D",p);
2430     /* Dofs splitting for BDDC cannot have PETSC_COMM_SELF, so create a sequential IS */
2431     ierr = ISGetLocalSize(pcbddc->ISForDofsLocal[p],&npl);CHKERRQ(ierr);
2432     ierr = ISGetIndices(pcbddc->ISForDofsLocal[p],(const PetscInt**)&idxs);CHKERRQ(ierr);
2433     ierr = ISCreateGeneral(PETSC_COMM_SELF,npl,idxs,PETSC_COPY_VALUES,&pressures);CHKERRQ(ierr);
2434     ierr = ISRestoreIndices(pcbddc->ISForDofsLocal[p],(const PetscInt**)&idxs);CHKERRQ(ierr);
2435     /* remove zeroed out pressures if we are setting up a BDDC solver for a saddle-point FETI-DP */
2436     ierr = PetscObjectQuery((PetscObject)pc,"__KSPFETIDP_lP",(PetscObject*)&iP);CHKERRQ(ierr);
2437     if (iP) {
2438       IS newpressures;
2439 
2440       ierr = ISDifference(pressures,iP,&newpressures);CHKERRQ(ierr);
2441       ierr = ISDestroy(&pressures);CHKERRQ(ierr);
2442       pressures = newpressures;
2443     }
2444     ierr = ISSorted(pressures,&sorted);CHKERRQ(ierr);
2445     if (!sorted) {
2446       ierr = ISSort(pressures);CHKERRQ(ierr);
2447     }
2448   } else {
2449     pressures = NULL;
2450   }
2451   /* pcis has not been setup yet, so get the local size from the subdomain matrix */
2452   ierr = MatGetLocalSize(pcbddc->local_mat,&n,NULL);CHKERRQ(ierr);
2453   if (!n) pcbddc->benign_change_explicit = PETSC_TRUE;
2454   ierr = MatFindZeroDiagonals(pcbddc->local_mat,&zerodiag);CHKERRQ(ierr);
2455   ierr = ISSorted(zerodiag,&sorted);CHKERRQ(ierr);
2456   if (!sorted) {
2457     ierr = ISSort(zerodiag);CHKERRQ(ierr);
2458   }
2459   ierr = PetscObjectReference((PetscObject)zerodiag);CHKERRQ(ierr);
2460   zerodiag_save = zerodiag;
2461   ierr = ISGetLocalSize(zerodiag,&nz);CHKERRQ(ierr);
2462   if (!nz) {
2463     if (n) have_null = PETSC_FALSE;
2464     has_null_pressures = PETSC_FALSE;
2465     ierr = ISDestroy(&zerodiag);CHKERRQ(ierr);
2466   }
2467   recompute_zerodiag = PETSC_FALSE;
2468   /* in case disconnected subdomains info is present, split the pressures accordingly (otherwise the benign trick could fail) */
2469   zerodiag_subs    = NULL;
2470   pcbddc->benign_n = 0;
2471   n_interior_dofs  = 0;
2472   interior_dofs    = NULL;
2473   nneu             = 0;
2474   if (pcbddc->NeumannBoundariesLocal) {
2475     ierr = ISGetLocalSize(pcbddc->NeumannBoundariesLocal,&nneu);CHKERRQ(ierr);
2476   }
2477   checkb = (PetscBool)(!pcbddc->NeumannBoundariesLocal || pcbddc->current_level);
2478   if (checkb) { /* need to compute interior nodes */
2479     PetscInt n,i,j;
2480     PetscInt n_neigh,*neigh,*n_shared,**shared;
2481     PetscInt *iwork;
2482 
2483     ierr = ISLocalToGlobalMappingGetSize(pc->pmat->rmap->mapping,&n);CHKERRQ(ierr);
2484     ierr = ISLocalToGlobalMappingGetInfo(pc->pmat->rmap->mapping,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
2485     ierr = PetscCalloc1(n,&iwork);CHKERRQ(ierr);
2486     ierr = PetscMalloc1(n,&interior_dofs);CHKERRQ(ierr);
2487     for (i=1;i<n_neigh;i++)
2488       for (j=0;j<n_shared[i];j++)
2489           iwork[shared[i][j]] += 1;
2490     for (i=0;i<n;i++)
2491       if (!iwork[i])
2492         interior_dofs[n_interior_dofs++] = i;
2493     ierr = PetscFree(iwork);CHKERRQ(ierr);
2494     ierr = ISLocalToGlobalMappingRestoreInfo(pc->pmat->rmap->mapping,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
2495   }
2496   if (has_null_pressures) {
2497     IS             *subs;
2498     PetscInt       nsubs,i,j,nl;
2499     const PetscInt *idxs;
2500     PetscScalar    *array;
2501     Vec            *work;
2502     Mat_IS*        matis = (Mat_IS*)(pc->pmat->data);
2503 
2504     subs  = pcbddc->local_subs;
2505     nsubs = pcbddc->n_local_subs;
2506     /* these vectors are needed to check if the constant on pressures is in the kernel of the local operator B (i.e. B(v_I,p0) should be zero) */
2507     if (checkb) {
2508       ierr = VecDuplicateVecs(matis->y,2,&work);CHKERRQ(ierr);
2509       ierr = ISGetLocalSize(zerodiag,&nl);CHKERRQ(ierr);
2510       ierr = ISGetIndices(zerodiag,&idxs);CHKERRQ(ierr);
2511       /* work[0] = 1_p */
2512       ierr = VecSet(work[0],0.);CHKERRQ(ierr);
2513       ierr = VecGetArray(work[0],&array);CHKERRQ(ierr);
2514       for (j=0;j<nl;j++) array[idxs[j]] = 1.;
2515       ierr = VecRestoreArray(work[0],&array);CHKERRQ(ierr);
2516       /* work[0] = 1_v */
2517       ierr = VecSet(work[1],1.);CHKERRQ(ierr);
2518       ierr = VecGetArray(work[1],&array);CHKERRQ(ierr);
2519       for (j=0;j<nl;j++) array[idxs[j]] = 0.;
2520       ierr = VecRestoreArray(work[1],&array);CHKERRQ(ierr);
2521       ierr = ISRestoreIndices(zerodiag,&idxs);CHKERRQ(ierr);
2522     }
2523     if (nsubs > 1) {
2524       ierr = PetscCalloc1(nsubs,&zerodiag_subs);CHKERRQ(ierr);
2525       for (i=0;i<nsubs;i++) {
2526         ISLocalToGlobalMapping l2g;
2527         IS                     t_zerodiag_subs;
2528         PetscInt               nl;
2529 
2530         ierr = ISLocalToGlobalMappingCreateIS(subs[i],&l2g);CHKERRQ(ierr);
2531         ierr = ISGlobalToLocalMappingApplyIS(l2g,IS_GTOLM_DROP,zerodiag,&t_zerodiag_subs);CHKERRQ(ierr);
2532         ierr = ISGetLocalSize(t_zerodiag_subs,&nl);CHKERRQ(ierr);
2533         if (nl) {
2534           PetscBool valid = PETSC_TRUE;
2535 
2536           if (checkb) {
2537             ierr = VecSet(matis->x,0);CHKERRQ(ierr);
2538             ierr = ISGetLocalSize(subs[i],&nl);CHKERRQ(ierr);
2539             ierr = ISGetIndices(subs[i],&idxs);CHKERRQ(ierr);
2540             ierr = VecGetArray(matis->x,&array);CHKERRQ(ierr);
2541             for (j=0;j<nl;j++) array[idxs[j]] = 1.;
2542             ierr = VecRestoreArray(matis->x,&array);CHKERRQ(ierr);
2543             ierr = ISRestoreIndices(subs[i],&idxs);CHKERRQ(ierr);
2544             ierr = VecPointwiseMult(matis->x,work[0],matis->x);CHKERRQ(ierr);
2545             ierr = MatMult(matis->A,matis->x,matis->y);CHKERRQ(ierr);
2546             ierr = VecPointwiseMult(matis->y,work[1],matis->y);CHKERRQ(ierr);
2547             ierr = VecGetArray(matis->y,&array);CHKERRQ(ierr);
2548             for (j=0;j<n_interior_dofs;j++) {
2549               if (PetscAbsScalar(array[interior_dofs[j]]) > PETSC_SMALL) {
2550                 valid = PETSC_FALSE;
2551                 break;
2552               }
2553             }
2554             ierr = VecRestoreArray(matis->y,&array);CHKERRQ(ierr);
2555           }
2556           if (valid && nneu) {
2557             const PetscInt *idxs;
2558             PetscInt       nzb;
2559 
2560             ierr = ISGetIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
2561             ierr = ISGlobalToLocalMappingApply(l2g,IS_GTOLM_DROP,nneu,idxs,&nzb,NULL);CHKERRQ(ierr);
2562             ierr = ISRestoreIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
2563             if (nzb) valid = PETSC_FALSE;
2564           }
2565           if (valid && pressures) {
2566             IS t_pressure_subs;
2567             ierr = ISGlobalToLocalMappingApplyIS(l2g,IS_GTOLM_DROP,pressures,&t_pressure_subs);CHKERRQ(ierr);
2568             ierr = ISEqual(t_pressure_subs,t_zerodiag_subs,&valid);CHKERRQ(ierr);
2569             ierr = ISDestroy(&t_pressure_subs);CHKERRQ(ierr);
2570           }
2571           if (valid) {
2572             ierr = ISLocalToGlobalMappingApplyIS(l2g,t_zerodiag_subs,&zerodiag_subs[pcbddc->benign_n]);CHKERRQ(ierr);
2573             pcbddc->benign_n++;
2574           } else {
2575             recompute_zerodiag = PETSC_TRUE;
2576           }
2577         }
2578         ierr = ISDestroy(&t_zerodiag_subs);CHKERRQ(ierr);
2579         ierr = ISLocalToGlobalMappingDestroy(&l2g);CHKERRQ(ierr);
2580       }
2581     } else { /* there's just one subdomain (or zero if they have not been detected */
2582       PetscBool valid = PETSC_TRUE;
2583 
2584       if (nneu) valid = PETSC_FALSE;
2585       if (valid && pressures) {
2586         ierr = ISEqual(pressures,zerodiag,&valid);CHKERRQ(ierr);
2587       }
2588       if (valid && checkb) {
2589         ierr = MatMult(matis->A,work[0],matis->x);CHKERRQ(ierr);
2590         ierr = VecPointwiseMult(matis->x,work[1],matis->x);CHKERRQ(ierr);
2591         ierr = VecGetArray(matis->x,&array);CHKERRQ(ierr);
2592         for (j=0;j<n_interior_dofs;j++) {
2593           if (PetscAbsScalar(array[interior_dofs[j]]) > PETSC_SMALL) {
2594             valid = PETSC_FALSE;
2595             break;
2596           }
2597         }
2598         ierr = VecRestoreArray(matis->x,&array);CHKERRQ(ierr);
2599       }
2600       if (valid) {
2601         pcbddc->benign_n = 1;
2602         ierr = PetscMalloc1(pcbddc->benign_n,&zerodiag_subs);CHKERRQ(ierr);
2603         ierr = PetscObjectReference((PetscObject)zerodiag);CHKERRQ(ierr);
2604         zerodiag_subs[0] = zerodiag;
2605       }
2606     }
2607     if (checkb) {
2608       ierr = VecDestroyVecs(2,&work);CHKERRQ(ierr);
2609     }
2610   }
2611   ierr = PetscFree(interior_dofs);CHKERRQ(ierr);
2612 
2613   if (!pcbddc->benign_n) {
2614     PetscInt n;
2615 
2616     ierr = ISDestroy(&zerodiag);CHKERRQ(ierr);
2617     recompute_zerodiag = PETSC_FALSE;
2618     ierr = MatGetLocalSize(pcbddc->local_mat,&n,NULL);CHKERRQ(ierr);
2619     if (n) {
2620       has_null_pressures = PETSC_FALSE;
2621       have_null = PETSC_FALSE;
2622     }
2623   }
2624 
2625   /* final check for null pressures */
2626   if (zerodiag && pressures) {
2627     PetscInt nz,np;
2628     ierr = ISGetLocalSize(zerodiag,&nz);CHKERRQ(ierr);
2629     ierr = ISGetLocalSize(pressures,&np);CHKERRQ(ierr);
2630     if (nz != np) have_null = PETSC_FALSE;
2631   }
2632 
2633   if (recompute_zerodiag) {
2634     ierr = ISDestroy(&zerodiag);CHKERRQ(ierr);
2635     if (pcbddc->benign_n == 1) {
2636       ierr = PetscObjectReference((PetscObject)zerodiag_subs[0]);CHKERRQ(ierr);
2637       zerodiag = zerodiag_subs[0];
2638     } else {
2639       PetscInt i,nzn,*new_idxs;
2640 
2641       nzn = 0;
2642       for (i=0;i<pcbddc->benign_n;i++) {
2643         PetscInt ns;
2644         ierr = ISGetLocalSize(zerodiag_subs[i],&ns);CHKERRQ(ierr);
2645         nzn += ns;
2646       }
2647       ierr = PetscMalloc1(nzn,&new_idxs);CHKERRQ(ierr);
2648       nzn = 0;
2649       for (i=0;i<pcbddc->benign_n;i++) {
2650         PetscInt ns,*idxs;
2651         ierr = ISGetLocalSize(zerodiag_subs[i],&ns);CHKERRQ(ierr);
2652         ierr = ISGetIndices(zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
2653         ierr = PetscMemcpy(new_idxs+nzn,idxs,ns*sizeof(PetscInt));CHKERRQ(ierr);
2654         ierr = ISRestoreIndices(zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
2655         nzn += ns;
2656       }
2657       ierr = PetscSortInt(nzn,new_idxs);CHKERRQ(ierr);
2658       ierr = ISCreateGeneral(PETSC_COMM_SELF,nzn,new_idxs,PETSC_OWN_POINTER,&zerodiag);CHKERRQ(ierr);
2659     }
2660     have_null = PETSC_FALSE;
2661   }
2662 
2663   /* Prepare matrix to compute no-net-flux */
2664   if (pcbddc->compute_nonetflux && !pcbddc->divudotp) {
2665     Mat                    A,loc_divudotp;
2666     ISLocalToGlobalMapping rl2g,cl2g,l2gmap;
2667     IS                     row,col,isused = NULL;
2668     PetscInt               M,N,n,st,n_isused;
2669 
2670     if (pressures) {
2671       isused = pressures;
2672     } else {
2673       isused = zerodiag_save;
2674     }
2675     ierr = MatGetLocalToGlobalMapping(pc->pmat,&l2gmap,NULL);CHKERRQ(ierr);
2676     ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2677     ierr = MatGetLocalSize(A,&n,NULL);CHKERRQ(ierr);
2678     if (!isused && n) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_USER,"Don't know how to extract div u dot p! Please provide the pressure field");
2679     n_isused = 0;
2680     if (isused) {
2681       ierr = ISGetLocalSize(isused,&n_isused);CHKERRQ(ierr);
2682     }
2683     ierr = MPI_Scan(&n_isused,&st,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
2684     st = st-n_isused;
2685     if (n) {
2686       const PetscInt *gidxs;
2687 
2688       ierr = MatCreateSubMatrix(A,isused,NULL,MAT_INITIAL_MATRIX,&loc_divudotp);CHKERRQ(ierr);
2689       ierr = ISLocalToGlobalMappingGetIndices(l2gmap,&gidxs);CHKERRQ(ierr);
2690       /* TODO: extend ISCreateStride with st = PETSC_DECIDE */
2691       ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),n_isused,st,1,&row);CHKERRQ(ierr);
2692       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),n,gidxs,PETSC_COPY_VALUES,&col);CHKERRQ(ierr);
2693       ierr = ISLocalToGlobalMappingRestoreIndices(l2gmap,&gidxs);CHKERRQ(ierr);
2694     } else {
2695       ierr = MatCreateSeqAIJ(PETSC_COMM_SELF,0,0,1,NULL,&loc_divudotp);CHKERRQ(ierr);
2696       ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),n_isused,st,1,&row);CHKERRQ(ierr);
2697       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),0,NULL,PETSC_COPY_VALUES,&col);CHKERRQ(ierr);
2698     }
2699     ierr = MatGetSize(pc->pmat,NULL,&N);CHKERRQ(ierr);
2700     ierr = ISGetSize(row,&M);CHKERRQ(ierr);
2701     ierr = ISLocalToGlobalMappingCreateIS(row,&rl2g);CHKERRQ(ierr);
2702     ierr = ISLocalToGlobalMappingCreateIS(col,&cl2g);CHKERRQ(ierr);
2703     ierr = ISDestroy(&row);CHKERRQ(ierr);
2704     ierr = ISDestroy(&col);CHKERRQ(ierr);
2705     ierr = MatCreate(PetscObjectComm((PetscObject)pc),&pcbddc->divudotp);CHKERRQ(ierr);
2706     ierr = MatSetType(pcbddc->divudotp,MATIS);CHKERRQ(ierr);
2707     ierr = MatSetSizes(pcbddc->divudotp,PETSC_DECIDE,PETSC_DECIDE,M,N);CHKERRQ(ierr);
2708     ierr = MatSetLocalToGlobalMapping(pcbddc->divudotp,rl2g,cl2g);CHKERRQ(ierr);
2709     ierr = ISLocalToGlobalMappingDestroy(&rl2g);CHKERRQ(ierr);
2710     ierr = ISLocalToGlobalMappingDestroy(&cl2g);CHKERRQ(ierr);
2711     ierr = MatISSetLocalMat(pcbddc->divudotp,loc_divudotp);CHKERRQ(ierr);
2712     ierr = MatDestroy(&loc_divudotp);CHKERRQ(ierr);
2713     ierr = MatAssemblyBegin(pcbddc->divudotp,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2714     ierr = MatAssemblyEnd(pcbddc->divudotp,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2715   }
2716   ierr = ISDestroy(&zerodiag_save);CHKERRQ(ierr);
2717 
2718   /* change of basis and p0 dofs */
2719   if (has_null_pressures) {
2720     IS             zerodiagc;
2721     const PetscInt *idxs,*idxsc;
2722     PetscInt       i,s,*nnz;
2723 
2724     ierr = ISGetLocalSize(zerodiag,&nz);CHKERRQ(ierr);
2725     ierr = ISComplement(zerodiag,0,n,&zerodiagc);CHKERRQ(ierr);
2726     ierr = ISGetIndices(zerodiagc,&idxsc);CHKERRQ(ierr);
2727     /* local change of basis for pressures */
2728     ierr = MatDestroy(&pcbddc->benign_change);CHKERRQ(ierr);
2729     ierr = MatCreate(PetscObjectComm((PetscObject)pcbddc->local_mat),&pcbddc->benign_change);CHKERRQ(ierr);
2730     ierr = MatSetType(pcbddc->benign_change,MATAIJ);CHKERRQ(ierr);
2731     ierr = MatSetSizes(pcbddc->benign_change,n,n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
2732     ierr = PetscMalloc1(n,&nnz);CHKERRQ(ierr);
2733     for (i=0;i<n-nz;i++) nnz[idxsc[i]] = 1; /* identity on velocities plus pressure dofs for non-singular subdomains */
2734     for (i=0;i<pcbddc->benign_n;i++) {
2735       PetscInt nzs,j;
2736 
2737       ierr = ISGetLocalSize(zerodiag_subs[i],&nzs);CHKERRQ(ierr);
2738       ierr = ISGetIndices(zerodiag_subs[i],&idxs);CHKERRQ(ierr);
2739       for (j=0;j<nzs-1;j++) nnz[idxs[j]] = 2; /* change on pressures */
2740       nnz[idxs[nzs-1]] = nzs; /* last local pressure dof in subdomain */
2741       ierr = ISRestoreIndices(zerodiag_subs[i],&idxs);CHKERRQ(ierr);
2742     }
2743     ierr = MatSeqAIJSetPreallocation(pcbddc->benign_change,0,nnz);CHKERRQ(ierr);
2744     ierr = PetscFree(nnz);CHKERRQ(ierr);
2745     /* set identity on velocities */
2746     for (i=0;i<n-nz;i++) {
2747       ierr = MatSetValue(pcbddc->benign_change,idxsc[i],idxsc[i],1.,INSERT_VALUES);CHKERRQ(ierr);
2748     }
2749     ierr = ISRestoreIndices(zerodiagc,&idxsc);CHKERRQ(ierr);
2750     ierr = ISDestroy(&zerodiagc);CHKERRQ(ierr);
2751     ierr = PetscFree3(pcbddc->benign_p0_lidx,pcbddc->benign_p0_gidx,pcbddc->benign_p0);CHKERRQ(ierr);
2752     ierr = PetscMalloc3(pcbddc->benign_n,&pcbddc->benign_p0_lidx,pcbddc->benign_n,&pcbddc->benign_p0_gidx,pcbddc->benign_n,&pcbddc->benign_p0);CHKERRQ(ierr);
2753     /* set change on pressures */
2754     for (s=0;s<pcbddc->benign_n;s++) {
2755       PetscScalar *array;
2756       PetscInt    nzs;
2757 
2758       ierr = ISGetLocalSize(zerodiag_subs[s],&nzs);CHKERRQ(ierr);
2759       ierr = ISGetIndices(zerodiag_subs[s],&idxs);CHKERRQ(ierr);
2760       for (i=0;i<nzs-1;i++) {
2761         PetscScalar vals[2];
2762         PetscInt    cols[2];
2763 
2764         cols[0] = idxs[i];
2765         cols[1] = idxs[nzs-1];
2766         vals[0] = 1.;
2767         vals[1] = 1.;
2768         ierr = MatSetValues(pcbddc->benign_change,1,cols,2,cols,vals,INSERT_VALUES);CHKERRQ(ierr);
2769       }
2770       ierr = PetscMalloc1(nzs,&array);CHKERRQ(ierr);
2771       for (i=0;i<nzs-1;i++) array[i] = -1.;
2772       array[nzs-1] = 1.;
2773       ierr = MatSetValues(pcbddc->benign_change,1,idxs+nzs-1,nzs,idxs,array,INSERT_VALUES);CHKERRQ(ierr);
2774       /* store local idxs for p0 */
2775       pcbddc->benign_p0_lidx[s] = idxs[nzs-1];
2776       ierr = ISRestoreIndices(zerodiag_subs[s],&idxs);CHKERRQ(ierr);
2777       ierr = PetscFree(array);CHKERRQ(ierr);
2778     }
2779     ierr = MatAssemblyBegin(pcbddc->benign_change,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2780     ierr = MatAssemblyEnd(pcbddc->benign_change,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2781     /* project if needed */
2782     if (pcbddc->benign_change_explicit) {
2783       Mat M;
2784 
2785       ierr = MatPtAP(pcbddc->local_mat,pcbddc->benign_change,MAT_INITIAL_MATRIX,2.0,&M);CHKERRQ(ierr);
2786       ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
2787       ierr = MatSeqAIJCompress(M,&pcbddc->local_mat);CHKERRQ(ierr);
2788       ierr = MatDestroy(&M);CHKERRQ(ierr);
2789     }
2790     /* store global idxs for p0 */
2791     ierr = ISLocalToGlobalMappingApply(pc->pmat->rmap->mapping,pcbddc->benign_n,pcbddc->benign_p0_lidx,pcbddc->benign_p0_gidx);CHKERRQ(ierr);
2792   }
2793   pcbddc->benign_zerodiag_subs = zerodiag_subs;
2794   ierr = ISDestroy(&pressures);CHKERRQ(ierr);
2795 
2796   /* determines if the coarse solver will be singular or not */
2797   ierr = MPI_Allreduce(&have_null,&pcbddc->benign_null,1,MPIU_BOOL,MPI_LAND,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
2798   /* determines if the problem has subdomains with 0 pressure block */
2799   ierr = MPI_Allreduce(&have_null,&pcbddc->benign_have_null,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
2800   *zerodiaglocal = zerodiag;
2801   PetscFunctionReturn(0);
2802 }
2803 
2804 PetscErrorCode PCBDDCBenignGetOrSetP0(PC pc, Vec v, PetscBool get)
2805 {
2806   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
2807   PetscScalar    *array;
2808   PetscErrorCode ierr;
2809 
2810   PetscFunctionBegin;
2811   if (!pcbddc->benign_sf) {
2812     ierr = PetscSFCreate(PetscObjectComm((PetscObject)pc),&pcbddc->benign_sf);CHKERRQ(ierr);
2813     ierr = PetscSFSetGraphLayout(pcbddc->benign_sf,pc->pmat->rmap,pcbddc->benign_n,NULL,PETSC_OWN_POINTER,pcbddc->benign_p0_gidx);CHKERRQ(ierr);
2814   }
2815   if (get) {
2816     ierr = VecGetArrayRead(v,(const PetscScalar**)&array);CHKERRQ(ierr);
2817     ierr = PetscSFBcastBegin(pcbddc->benign_sf,MPIU_SCALAR,array,pcbddc->benign_p0);CHKERRQ(ierr);
2818     ierr = PetscSFBcastEnd(pcbddc->benign_sf,MPIU_SCALAR,array,pcbddc->benign_p0);CHKERRQ(ierr);
2819     ierr = VecRestoreArrayRead(v,(const PetscScalar**)&array);CHKERRQ(ierr);
2820   } else {
2821     ierr = VecGetArray(v,&array);CHKERRQ(ierr);
2822     ierr = PetscSFReduceBegin(pcbddc->benign_sf,MPIU_SCALAR,pcbddc->benign_p0,array,MPIU_REPLACE);CHKERRQ(ierr);
2823     ierr = PetscSFReduceEnd(pcbddc->benign_sf,MPIU_SCALAR,pcbddc->benign_p0,array,MPIU_REPLACE);CHKERRQ(ierr);
2824     ierr = VecRestoreArray(v,&array);CHKERRQ(ierr);
2825   }
2826   PetscFunctionReturn(0);
2827 }
2828 
2829 PetscErrorCode PCBDDCBenignPopOrPushB0(PC pc, PetscBool pop)
2830 {
2831   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
2832   PetscErrorCode ierr;
2833 
2834   PetscFunctionBegin;
2835   /* TODO: add error checking
2836     - avoid nested pop (or push) calls.
2837     - cannot push before pop.
2838     - cannot call this if pcbddc->local_mat is NULL
2839   */
2840   if (!pcbddc->benign_n) {
2841     PetscFunctionReturn(0);
2842   }
2843   if (pop) {
2844     if (pcbddc->benign_change_explicit) {
2845       IS       is_p0;
2846       MatReuse reuse;
2847 
2848       /* extract B_0 */
2849       reuse = MAT_INITIAL_MATRIX;
2850       if (pcbddc->benign_B0) {
2851         reuse = MAT_REUSE_MATRIX;
2852       }
2853       ierr = ISCreateGeneral(PETSC_COMM_SELF,pcbddc->benign_n,pcbddc->benign_p0_lidx,PETSC_COPY_VALUES,&is_p0);CHKERRQ(ierr);
2854       ierr = MatCreateSubMatrix(pcbddc->local_mat,is_p0,NULL,reuse,&pcbddc->benign_B0);CHKERRQ(ierr);
2855       /* remove rows and cols from local problem */
2856       ierr = MatSetOption(pcbddc->local_mat,MAT_KEEP_NONZERO_PATTERN,PETSC_TRUE);CHKERRQ(ierr);
2857       ierr = MatSetOption(pcbddc->local_mat,MAT_NEW_NONZERO_LOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
2858       ierr = MatZeroRowsColumnsIS(pcbddc->local_mat,is_p0,1.0,NULL,NULL);CHKERRQ(ierr);
2859       ierr = ISDestroy(&is_p0);CHKERRQ(ierr);
2860     } else {
2861       Mat_IS      *matis = (Mat_IS*)pc->pmat->data;
2862       PetscScalar *vals;
2863       PetscInt    i,n,*idxs_ins;
2864 
2865       ierr = VecGetLocalSize(matis->y,&n);CHKERRQ(ierr);
2866       ierr = PetscMalloc2(n,&idxs_ins,n,&vals);CHKERRQ(ierr);
2867       if (!pcbddc->benign_B0) {
2868         PetscInt *nnz;
2869         ierr = MatCreate(PetscObjectComm((PetscObject)pcbddc->local_mat),&pcbddc->benign_B0);CHKERRQ(ierr);
2870         ierr = MatSetType(pcbddc->benign_B0,MATAIJ);CHKERRQ(ierr);
2871         ierr = MatSetSizes(pcbddc->benign_B0,pcbddc->benign_n,n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
2872         ierr = PetscMalloc1(pcbddc->benign_n,&nnz);CHKERRQ(ierr);
2873         for (i=0;i<pcbddc->benign_n;i++) {
2874           ierr = ISGetLocalSize(pcbddc->benign_zerodiag_subs[i],&nnz[i]);CHKERRQ(ierr);
2875           nnz[i] = n - nnz[i];
2876         }
2877         ierr = MatSeqAIJSetPreallocation(pcbddc->benign_B0,0,nnz);CHKERRQ(ierr);
2878         ierr = PetscFree(nnz);CHKERRQ(ierr);
2879       }
2880 
2881       for (i=0;i<pcbddc->benign_n;i++) {
2882         PetscScalar *array;
2883         PetscInt    *idxs,j,nz,cum;
2884 
2885         ierr = VecSet(matis->x,0.);CHKERRQ(ierr);
2886         ierr = ISGetLocalSize(pcbddc->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
2887         ierr = ISGetIndices(pcbddc->benign_zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
2888         for (j=0;j<nz;j++) vals[j] = 1.;
2889         ierr = VecSetValues(matis->x,nz,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2890         ierr = VecAssemblyBegin(matis->x);CHKERRQ(ierr);
2891         ierr = VecAssemblyEnd(matis->x);CHKERRQ(ierr);
2892         ierr = VecSet(matis->y,0.);CHKERRQ(ierr);
2893         ierr = MatMult(matis->A,matis->x,matis->y);CHKERRQ(ierr);
2894         ierr = VecGetArray(matis->y,&array);CHKERRQ(ierr);
2895         cum = 0;
2896         for (j=0;j<n;j++) {
2897           if (PetscUnlikely(PetscAbsScalar(array[j]) > PETSC_SMALL)) {
2898             vals[cum] = array[j];
2899             idxs_ins[cum] = j;
2900             cum++;
2901           }
2902         }
2903         ierr = MatSetValues(pcbddc->benign_B0,1,&i,cum,idxs_ins,vals,INSERT_VALUES);CHKERRQ(ierr);
2904         ierr = VecRestoreArray(matis->y,&array);CHKERRQ(ierr);
2905         ierr = ISRestoreIndices(pcbddc->benign_zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
2906       }
2907       ierr = MatAssemblyBegin(pcbddc->benign_B0,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2908       ierr = MatAssemblyEnd(pcbddc->benign_B0,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2909       ierr = PetscFree2(idxs_ins,vals);CHKERRQ(ierr);
2910     }
2911   } else { /* push */
2912     if (pcbddc->benign_change_explicit) {
2913       PetscInt i;
2914 
2915       for (i=0;i<pcbddc->benign_n;i++) {
2916         PetscScalar *B0_vals;
2917         PetscInt    *B0_cols,B0_ncol;
2918 
2919         ierr = MatGetRow(pcbddc->benign_B0,i,&B0_ncol,(const PetscInt**)&B0_cols,(const PetscScalar**)&B0_vals);CHKERRQ(ierr);
2920         ierr = MatSetValues(pcbddc->local_mat,1,pcbddc->benign_p0_lidx+i,B0_ncol,B0_cols,B0_vals,INSERT_VALUES);CHKERRQ(ierr);
2921         ierr = MatSetValues(pcbddc->local_mat,B0_ncol,B0_cols,1,pcbddc->benign_p0_lidx+i,B0_vals,INSERT_VALUES);CHKERRQ(ierr);
2922         ierr = MatSetValue(pcbddc->local_mat,pcbddc->benign_p0_lidx[i],pcbddc->benign_p0_lidx[i],0.0,INSERT_VALUES);CHKERRQ(ierr);
2923         ierr = MatRestoreRow(pcbddc->benign_B0,i,&B0_ncol,(const PetscInt**)&B0_cols,(const PetscScalar**)&B0_vals);CHKERRQ(ierr);
2924       }
2925       ierr = MatAssemblyBegin(pcbddc->local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2926       ierr = MatAssemblyEnd(pcbddc->local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2927     } else {
2928       SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Cannot push B0!\n");
2929     }
2930   }
2931   PetscFunctionReturn(0);
2932 }
2933 
2934 PetscErrorCode PCBDDCAdaptiveSelection(PC pc)
2935 {
2936   PC_BDDC*        pcbddc = (PC_BDDC*)pc->data;
2937   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
2938   PetscBLASInt    B_dummyint,B_neigs,B_ierr,B_lwork;
2939   PetscBLASInt    *B_iwork,*B_ifail;
2940   PetscScalar     *work,lwork;
2941   PetscScalar     *St,*S,*eigv;
2942   PetscScalar     *Sarray,*Starray;
2943   PetscReal       *eigs,thresh;
2944   PetscInt        i,nmax,nmin,nv,cum,mss,cum2,cumarray,maxneigs;
2945   PetscBool       allocated_S_St;
2946 #if defined(PETSC_USE_COMPLEX)
2947   PetscReal       *rwork;
2948 #endif
2949   PetscErrorCode  ierr;
2950 
2951   PetscFunctionBegin;
2952   if (!sub_schurs) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Adaptive selection of constraints requires SubSchurs data");
2953   if (!sub_schurs->schur_explicit) SETERRQ(PetscObjectComm((PetscObject)pc),PETSC_ERR_SUP,"Adaptive selection of constraints requires MUMPS and/or MKL_CPARDISO");
2954   if (sub_schurs->n_subs && (!sub_schurs->is_hermitian || !sub_schurs->is_posdef)) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_SUP,"Adaptive selection not yet implemented for general matrix pencils (herm %d, posdef %d)\nRerun with -sub_schurs_hermitian 1 -sub_schurs_posdef 1 if the problem is SPD",sub_schurs->is_hermitian,sub_schurs->is_posdef);
2955 
2956   if (pcbddc->dbg_flag) {
2957     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
2958     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
2959     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Check adaptive selection of constraints\n");CHKERRQ(ierr);
2960     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
2961   }
2962 
2963   if (pcbddc->dbg_flag) {
2964     PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d cc %d (%d,%d).\n",PetscGlobalRank,sub_schurs->n_subs,sub_schurs->is_hermitian,sub_schurs->is_posdef);
2965   }
2966 
2967   /* max size of subsets */
2968   mss = 0;
2969   for (i=0;i<sub_schurs->n_subs;i++) {
2970     PetscInt subset_size;
2971 
2972     ierr = ISGetLocalSize(sub_schurs->is_subs[i],&subset_size);CHKERRQ(ierr);
2973     mss = PetscMax(mss,subset_size);
2974   }
2975 
2976   /* min/max and threshold */
2977   nmax = pcbddc->adaptive_nmax > 0 ? pcbddc->adaptive_nmax : mss;
2978   nmin = pcbddc->adaptive_nmin > 0 ? pcbddc->adaptive_nmin : 0;
2979   nmax = PetscMax(nmin,nmax);
2980   allocated_S_St = PETSC_FALSE;
2981   if (nmin) {
2982     allocated_S_St = PETSC_TRUE;
2983   }
2984 
2985   /* allocate lapack workspace */
2986   cum = cum2 = 0;
2987   maxneigs = 0;
2988   for (i=0;i<sub_schurs->n_subs;i++) {
2989     PetscInt n,subset_size;
2990 
2991     ierr = ISGetLocalSize(sub_schurs->is_subs[i],&subset_size);CHKERRQ(ierr);
2992     n = PetscMin(subset_size,nmax);
2993     cum += subset_size;
2994     cum2 += subset_size*n;
2995     maxneigs = PetscMax(maxneigs,n);
2996   }
2997   if (mss) {
2998     if (sub_schurs->is_hermitian && sub_schurs->is_posdef) {
2999       PetscBLASInt B_itype = 1;
3000       PetscBLASInt B_N = mss;
3001       PetscReal    zero = 0.0;
3002       PetscReal    eps = 0.0; /* dlamch? */
3003 
3004       B_lwork = -1;
3005       S = NULL;
3006       St = NULL;
3007       eigs = NULL;
3008       eigv = NULL;
3009       B_iwork = NULL;
3010       B_ifail = NULL;
3011 #if defined(PETSC_USE_COMPLEX)
3012       rwork = NULL;
3013 #endif
3014       thresh = 1.0;
3015       ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
3016 #if defined(PETSC_USE_COMPLEX)
3017       PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&zero,&thresh,&B_dummyint,&B_dummyint,&eps,&B_neigs,eigs,eigv,&B_N,&lwork,&B_lwork,rwork,B_iwork,B_ifail,&B_ierr));
3018 #else
3019       PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&zero,&thresh,&B_dummyint,&B_dummyint,&eps,&B_neigs,eigs,eigv,&B_N,&lwork,&B_lwork,B_iwork,B_ifail,&B_ierr));
3020 #endif
3021       if (B_ierr != 0) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to SYGVX Lapack routine %d",(int)B_ierr);
3022       ierr = PetscFPTrapPop();CHKERRQ(ierr);
3023     } else {
3024         /* TODO */
3025     }
3026   } else {
3027     lwork = 0;
3028   }
3029 
3030   nv = 0;
3031   if (sub_schurs->is_vertices && pcbddc->use_vertices) { /* complement set of active subsets, each entry is a vertex (boundary made by active subsets, vertices and dirichlet dofs) */
3032     ierr = ISGetLocalSize(sub_schurs->is_vertices,&nv);CHKERRQ(ierr);
3033   }
3034   ierr = PetscBLASIntCast((PetscInt)PetscRealPart(lwork),&B_lwork);CHKERRQ(ierr);
3035   if (allocated_S_St) {
3036     ierr = PetscMalloc2(mss*mss,&S,mss*mss,&St);CHKERRQ(ierr);
3037   }
3038   ierr = PetscMalloc5(mss*mss,&eigv,mss,&eigs,B_lwork,&work,5*mss,&B_iwork,mss,&B_ifail);CHKERRQ(ierr);
3039 #if defined(PETSC_USE_COMPLEX)
3040   ierr = PetscMalloc1(7*mss,&rwork);CHKERRQ(ierr);
3041 #endif
3042   ierr = PetscMalloc5(nv+sub_schurs->n_subs,&pcbddc->adaptive_constraints_n,
3043                       nv+sub_schurs->n_subs+1,&pcbddc->adaptive_constraints_idxs_ptr,
3044                       nv+sub_schurs->n_subs+1,&pcbddc->adaptive_constraints_data_ptr,
3045                       nv+cum,&pcbddc->adaptive_constraints_idxs,
3046                       nv+cum2,&pcbddc->adaptive_constraints_data);CHKERRQ(ierr);
3047   ierr = PetscMemzero(pcbddc->adaptive_constraints_n,(nv+sub_schurs->n_subs)*sizeof(PetscInt));CHKERRQ(ierr);
3048 
3049   maxneigs = 0;
3050   cum = cumarray = 0;
3051   pcbddc->adaptive_constraints_idxs_ptr[0] = 0;
3052   pcbddc->adaptive_constraints_data_ptr[0] = 0;
3053   if (sub_schurs->is_vertices && pcbddc->use_vertices) {
3054     const PetscInt *idxs;
3055 
3056     ierr = ISGetIndices(sub_schurs->is_vertices,&idxs);CHKERRQ(ierr);
3057     for (cum=0;cum<nv;cum++) {
3058       pcbddc->adaptive_constraints_n[cum] = 1;
3059       pcbddc->adaptive_constraints_idxs[cum] = idxs[cum];
3060       pcbddc->adaptive_constraints_data[cum] = 1.0;
3061       pcbddc->adaptive_constraints_idxs_ptr[cum+1] = pcbddc->adaptive_constraints_idxs_ptr[cum]+1;
3062       pcbddc->adaptive_constraints_data_ptr[cum+1] = pcbddc->adaptive_constraints_data_ptr[cum]+1;
3063     }
3064     ierr = ISRestoreIndices(sub_schurs->is_vertices,&idxs);CHKERRQ(ierr);
3065   }
3066 
3067   if (mss) { /* multilevel */
3068     ierr = MatSeqAIJGetArray(sub_schurs->sum_S_Ej_inv_all,&Sarray);CHKERRQ(ierr);
3069     ierr = MatSeqAIJGetArray(sub_schurs->sum_S_Ej_tilda_all,&Starray);CHKERRQ(ierr);
3070   }
3071 
3072   thresh = pcbddc->adaptive_threshold;
3073   for (i=0;i<sub_schurs->n_subs;i++) {
3074     const PetscInt *idxs;
3075     PetscReal      upper,lower;
3076     PetscInt       j,subset_size,eigs_start = 0;
3077     PetscBLASInt   B_N;
3078     PetscBool      same_data = PETSC_FALSE;
3079 
3080     if (pcbddc->use_deluxe_scaling) {
3081       upper = PETSC_MAX_REAL;
3082       lower = thresh;
3083     } else {
3084       upper = 1./thresh;
3085       lower = 0.;
3086     }
3087     ierr = ISGetLocalSize(sub_schurs->is_subs[i],&subset_size);CHKERRQ(ierr);
3088     ierr = ISGetIndices(sub_schurs->is_subs[i],&idxs);CHKERRQ(ierr);
3089     ierr = PetscBLASIntCast(subset_size,&B_N);CHKERRQ(ierr);
3090     if (allocated_S_St) { /* S and S_t should be copied since we could need them later */
3091       if (sub_schurs->is_hermitian) {
3092         PetscInt j,k;
3093         if (sub_schurs->n_subs == 1) { /* zeroing memory to use PetscMemcmp later */
3094           ierr = PetscMemzero(S,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3095           ierr = PetscMemzero(St,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3096         }
3097         for (j=0;j<subset_size;j++) {
3098           for (k=j;k<subset_size;k++) {
3099             S [j*subset_size+k] = Sarray [cumarray+j*subset_size+k];
3100             St[j*subset_size+k] = Starray[cumarray+j*subset_size+k];
3101           }
3102         }
3103       } else {
3104         ierr = PetscMemcpy(S,Sarray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3105         ierr = PetscMemcpy(St,Starray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3106       }
3107     } else {
3108       S = Sarray + cumarray;
3109       St = Starray + cumarray;
3110     }
3111     /* see if we can save some work */
3112     if (sub_schurs->n_subs == 1 && pcbddc->use_deluxe_scaling) {
3113       ierr = PetscMemcmp(S,St,subset_size*subset_size*sizeof(PetscScalar),&same_data);CHKERRQ(ierr);
3114     }
3115 
3116     if (same_data && !sub_schurs->change) { /* there's no need of constraints here */
3117       B_neigs = 0;
3118     } else {
3119       if (sub_schurs->is_hermitian && sub_schurs->is_posdef) {
3120         PetscBLASInt B_itype = 1;
3121         PetscBLASInt B_IL, B_IU;
3122         PetscReal    eps = -1.0; /* dlamch? */
3123         PetscInt     nmin_s;
3124         PetscBool    compute_range = PETSC_FALSE;
3125 
3126         if (pcbddc->dbg_flag) {
3127           PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Computing for sub %d/%d size %d count %d fid %d.\n",i,sub_schurs->n_subs,subset_size,pcbddc->mat_graph->count[idxs[0]]+1,pcbddc->mat_graph->which_dof[idxs[0]]);
3128         }
3129 
3130         compute_range = PETSC_FALSE;
3131         if (thresh > 1.+PETSC_SMALL && !same_data) {
3132           compute_range = PETSC_TRUE;
3133         }
3134 
3135         ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
3136         if (compute_range) {
3137 
3138           /* ask for eigenvalues larger than thresh */
3139 #if defined(PETSC_USE_COMPLEX)
3140           PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&lower,&upper,&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,rwork,B_iwork,B_ifail,&B_ierr));
3141 #else
3142           PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&lower,&upper,&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,B_iwork,B_ifail,&B_ierr));
3143 #endif
3144         } else if (!same_data) {
3145           B_IU = PetscMax(1,PetscMin(B_N,nmax));
3146           B_IL = 1;
3147 #if defined(PETSC_USE_COMPLEX)
3148           PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","I","L",&B_N,St,&B_N,S,&B_N,&lower,&upper,&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,rwork,B_iwork,B_ifail,&B_ierr));
3149 #else
3150           PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","I","L",&B_N,St,&B_N,S,&B_N,&lower,&upper,&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,B_iwork,B_ifail,&B_ierr));
3151 #endif
3152         } else { /* same_data is true, so just get the adaptive functional requested by the user */
3153           PetscInt k;
3154           if (!sub_schurs->change_primal_sub) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"This should not happen");
3155           ierr = ISGetLocalSize(sub_schurs->change_primal_sub[i],&nmax);CHKERRQ(ierr);
3156           ierr = PetscBLASIntCast(nmax,&B_neigs);CHKERRQ(ierr);
3157           nmin = nmax;
3158           ierr = PetscMemzero(eigv,subset_size*nmax*sizeof(PetscScalar));CHKERRQ(ierr);
3159           for (k=0;k<nmax;k++) {
3160             eigs[k] = 1./PETSC_SMALL;
3161             eigv[k*(subset_size+1)] = 1.0;
3162           }
3163         }
3164         ierr = PetscFPTrapPop();CHKERRQ(ierr);
3165         if (B_ierr) {
3166           if (B_ierr < 0 ) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: illegal value for argument %d",-(int)B_ierr);
3167           else if (B_ierr <= B_N) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: %d eigenvalues failed to converge",(int)B_ierr);
3168           else SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: leading minor of order %d is not positive definite",(int)B_ierr-B_N-1);
3169         }
3170 
3171         if (B_neigs > nmax) {
3172           if (pcbddc->dbg_flag) {
3173             PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   found %d eigs, more than maximum required %d.\n",B_neigs,nmax);
3174           }
3175           if (pcbddc->use_deluxe_scaling) eigs_start = B_neigs -nmax;
3176           B_neigs = nmax;
3177         }
3178 
3179         nmin_s = PetscMin(nmin,B_N);
3180         if (B_neigs < nmin_s) {
3181           PetscBLASInt B_neigs2;
3182 
3183           if (pcbddc->use_deluxe_scaling) {
3184             B_IL = B_N - nmin_s + 1;
3185             B_IU = B_N - B_neigs;
3186           } else {
3187             B_IL = B_neigs + 1;
3188             B_IU = nmin_s;
3189           }
3190           if (pcbddc->dbg_flag) {
3191             PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   found %d eigs, less than minimum required %d. Asking for %d to %d incl (fortran like)\n",B_neigs,nmin,B_IL,B_IU);
3192           }
3193           if (sub_schurs->is_hermitian) {
3194             PetscInt j,k;
3195             for (j=0;j<subset_size;j++) {
3196               for (k=j;k<subset_size;k++) {
3197                 S [j*subset_size+k] = Sarray [cumarray+j*subset_size+k];
3198                 St[j*subset_size+k] = Starray[cumarray+j*subset_size+k];
3199               }
3200             }
3201           } else {
3202             ierr = PetscMemcpy(S,Sarray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3203             ierr = PetscMemcpy(St,Starray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3204           }
3205           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
3206 #if defined(PETSC_USE_COMPLEX)
3207           PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","I","L",&B_N,St,&B_N,S,&B_N,&lower,&upper,&B_IL,&B_IU,&eps,&B_neigs2,eigs+B_neigs,eigv+B_neigs*subset_size,&B_N,work,&B_lwork,rwork,B_iwork,B_ifail,&B_ierr));
3208 #else
3209           PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","I","L",&B_N,St,&B_N,S,&B_N,&lower,&upper,&B_IL,&B_IU,&eps,&B_neigs2,eigs+B_neigs,eigv+B_neigs*subset_size,&B_N,work,&B_lwork,B_iwork,B_ifail,&B_ierr));
3210 #endif
3211           ierr = PetscFPTrapPop();CHKERRQ(ierr);
3212           B_neigs += B_neigs2;
3213         }
3214         if (B_ierr) {
3215           if (B_ierr < 0 ) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: illegal value for argument %d",-(int)B_ierr);
3216           else if (B_ierr <= B_N) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: %d eigenvalues failed to converge",(int)B_ierr);
3217           else SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: leading minor of order %d is not positive definite",(int)B_ierr-B_N-1);
3218         }
3219         if (pcbddc->dbg_flag) {
3220           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   -> Got %d eigs\n",B_neigs);CHKERRQ(ierr);
3221           for (j=0;j<B_neigs;j++) {
3222             if (eigs[j] == 0.0) {
3223               ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"     Inf\n");CHKERRQ(ierr);
3224             } else {
3225               if (pcbddc->use_deluxe_scaling) {
3226                 ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"     %1.6e\n",eigs[j+eigs_start]);CHKERRQ(ierr);
3227               } else {
3228                 ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"     %1.6e\n",1./eigs[j+eigs_start]);CHKERRQ(ierr);
3229               }
3230             }
3231           }
3232         }
3233       } else {
3234           /* TODO */
3235       }
3236     }
3237     /* change the basis back to the original one */
3238     if (sub_schurs->change) {
3239       Mat change,phi,phit;
3240 
3241       if (pcbddc->dbg_flag > 2) {
3242         PetscInt ii;
3243         for (ii=0;ii<B_neigs;ii++) {
3244           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   -> Eigenvector (old basis) %d/%d (%d)\n",ii,B_neigs,B_N);CHKERRQ(ierr);
3245           for (j=0;j<B_N;j++) {
3246 #if defined(PETSC_USE_COMPLEX)
3247             PetscReal r = PetscRealPart(eigv[(ii+eigs_start)*subset_size+j]);
3248             PetscReal c = PetscImaginaryPart(eigv[(ii+eigs_start)*subset_size+j]);
3249             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e + %1.4e i\n",r,c);CHKERRQ(ierr);
3250 #else
3251             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e\n",eigv[(ii+eigs_start)*subset_size+j]);CHKERRQ(ierr);
3252 #endif
3253           }
3254         }
3255       }
3256       ierr = KSPGetOperators(sub_schurs->change[i],&change,NULL);CHKERRQ(ierr);
3257       ierr = MatCreateSeqDense(PETSC_COMM_SELF,subset_size,B_neigs,eigv+eigs_start*subset_size,&phit);CHKERRQ(ierr);
3258       ierr = MatMatMult(change,phit,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&phi);CHKERRQ(ierr);
3259       ierr = MatCopy(phi,phit,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
3260       ierr = MatDestroy(&phit);CHKERRQ(ierr);
3261       ierr = MatDestroy(&phi);CHKERRQ(ierr);
3262     }
3263     maxneigs = PetscMax(B_neigs,maxneigs);
3264     pcbddc->adaptive_constraints_n[i+nv] = B_neigs;
3265     if (B_neigs) {
3266       ierr = PetscMemcpy(pcbddc->adaptive_constraints_data+pcbddc->adaptive_constraints_data_ptr[cum],eigv+eigs_start*subset_size,B_neigs*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3267 
3268       if (pcbddc->dbg_flag > 1) {
3269         PetscInt ii;
3270         for (ii=0;ii<B_neigs;ii++) {
3271           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   -> Eigenvector %d/%d (%d)\n",ii,B_neigs,B_N);CHKERRQ(ierr);
3272           for (j=0;j<B_N;j++) {
3273 #if defined(PETSC_USE_COMPLEX)
3274             PetscReal r = PetscRealPart(pcbddc->adaptive_constraints_data[ii*subset_size+j+pcbddc->adaptive_constraints_data_ptr[cum]]);
3275             PetscReal c = PetscImaginaryPart(pcbddc->adaptive_constraints_data[ii*subset_size+j+pcbddc->adaptive_constraints_data_ptr[cum]]);
3276             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e + %1.4e i\n",r,c);CHKERRQ(ierr);
3277 #else
3278             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e\n",pcbddc->adaptive_constraints_data[ii*subset_size+j+pcbddc->adaptive_constraints_data_ptr[cum]]);CHKERRQ(ierr);
3279 #endif
3280           }
3281         }
3282       }
3283       ierr = PetscMemcpy(pcbddc->adaptive_constraints_idxs+pcbddc->adaptive_constraints_idxs_ptr[cum],idxs,subset_size*sizeof(PetscInt));CHKERRQ(ierr);
3284       pcbddc->adaptive_constraints_idxs_ptr[cum+1] = pcbddc->adaptive_constraints_idxs_ptr[cum] + subset_size;
3285       pcbddc->adaptive_constraints_data_ptr[cum+1] = pcbddc->adaptive_constraints_data_ptr[cum] + subset_size*B_neigs;
3286       cum++;
3287     }
3288     ierr = ISRestoreIndices(sub_schurs->is_subs[i],&idxs);CHKERRQ(ierr);
3289     /* shift for next computation */
3290     cumarray += subset_size*subset_size;
3291   }
3292   if (pcbddc->dbg_flag) {
3293     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
3294   }
3295 
3296   if (mss) {
3297     ierr = MatSeqAIJRestoreArray(sub_schurs->sum_S_Ej_inv_all,&Sarray);CHKERRQ(ierr);
3298     ierr = MatSeqAIJRestoreArray(sub_schurs->sum_S_Ej_tilda_all,&Starray);CHKERRQ(ierr);
3299     /* destroy matrices (junk) */
3300     ierr = MatDestroy(&sub_schurs->sum_S_Ej_inv_all);CHKERRQ(ierr);
3301     ierr = MatDestroy(&sub_schurs->sum_S_Ej_tilda_all);CHKERRQ(ierr);
3302   }
3303   if (allocated_S_St) {
3304     ierr = PetscFree2(S,St);CHKERRQ(ierr);
3305   }
3306   ierr = PetscFree5(eigv,eigs,work,B_iwork,B_ifail);CHKERRQ(ierr);
3307 #if defined(PETSC_USE_COMPLEX)
3308   ierr = PetscFree(rwork);CHKERRQ(ierr);
3309 #endif
3310   if (pcbddc->dbg_flag) {
3311     PetscInt maxneigs_r;
3312     ierr = MPIU_Allreduce(&maxneigs,&maxneigs_r,1,MPIU_INT,MPI_MAX,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
3313     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Maximum number of constraints per cc %d\n",maxneigs_r);CHKERRQ(ierr);
3314   }
3315   PetscFunctionReturn(0);
3316 }
3317 
3318 PetscErrorCode PCBDDCSetUpSolvers(PC pc)
3319 {
3320   PetscScalar    *coarse_submat_vals;
3321   PetscErrorCode ierr;
3322 
3323   PetscFunctionBegin;
3324   /* Setup local scatters R_to_B and (optionally) R_to_D */
3325   /* PCBDDCSetUpLocalWorkVectors should be called first! */
3326   ierr = PCBDDCSetUpLocalScatters(pc);CHKERRQ(ierr);
3327 
3328   /* Setup local neumann solver ksp_R */
3329   /* PCBDDCSetUpLocalScatters should be called first! */
3330   ierr = PCBDDCSetUpLocalSolvers(pc,PETSC_FALSE,PETSC_TRUE);CHKERRQ(ierr);
3331 
3332   /*
3333      Setup local correction and local part of coarse basis.
3334      Gives back the dense local part of the coarse matrix in column major ordering
3335   */
3336   ierr = PCBDDCSetUpCorrection(pc,&coarse_submat_vals);CHKERRQ(ierr);
3337 
3338   /* Compute total number of coarse nodes and setup coarse solver */
3339   ierr = PCBDDCSetUpCoarseSolver(pc,coarse_submat_vals);CHKERRQ(ierr);
3340 
3341   /* free */
3342   ierr = PetscFree(coarse_submat_vals);CHKERRQ(ierr);
3343   PetscFunctionReturn(0);
3344 }
3345 
3346 PetscErrorCode PCBDDCResetCustomization(PC pc)
3347 {
3348   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3349   PetscErrorCode ierr;
3350 
3351   PetscFunctionBegin;
3352   ierr = ISDestroy(&pcbddc->user_primal_vertices);CHKERRQ(ierr);
3353   ierr = ISDestroy(&pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
3354   ierr = ISDestroy(&pcbddc->NeumannBoundaries);CHKERRQ(ierr);
3355   ierr = ISDestroy(&pcbddc->NeumannBoundariesLocal);CHKERRQ(ierr);
3356   ierr = ISDestroy(&pcbddc->DirichletBoundaries);CHKERRQ(ierr);
3357   ierr = MatNullSpaceDestroy(&pcbddc->onearnullspace);CHKERRQ(ierr);
3358   ierr = PetscFree(pcbddc->onearnullvecs_state);CHKERRQ(ierr);
3359   ierr = ISDestroy(&pcbddc->DirichletBoundariesLocal);CHKERRQ(ierr);
3360   ierr = PCBDDCSetDofsSplitting(pc,0,NULL);CHKERRQ(ierr);
3361   ierr = PCBDDCSetDofsSplittingLocal(pc,0,NULL);CHKERRQ(ierr);
3362   PetscFunctionReturn(0);
3363 }
3364 
3365 PetscErrorCode PCBDDCResetTopography(PC pc)
3366 {
3367   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3368   PetscInt       i;
3369   PetscErrorCode ierr;
3370 
3371   PetscFunctionBegin;
3372   ierr = MatDestroy(&pcbddc->nedcG);CHKERRQ(ierr);
3373   ierr = ISDestroy(&pcbddc->nedclocal);CHKERRQ(ierr);
3374   ierr = MatDestroy(&pcbddc->discretegradient);CHKERRQ(ierr);
3375   ierr = MatDestroy(&pcbddc->user_ChangeOfBasisMatrix);CHKERRQ(ierr);
3376   ierr = MatDestroy(&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
3377   ierr = MatDestroy(&pcbddc->switch_static_change);CHKERRQ(ierr);
3378   ierr = VecDestroy(&pcbddc->work_change);CHKERRQ(ierr);
3379   ierr = MatDestroy(&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
3380   ierr = MatDestroy(&pcbddc->divudotp);CHKERRQ(ierr);
3381   ierr = ISDestroy(&pcbddc->divudotp_vl2l);CHKERRQ(ierr);
3382   ierr = PCBDDCGraphDestroy(&pcbddc->mat_graph);CHKERRQ(ierr);
3383   for (i=0;i<pcbddc->n_local_subs;i++) {
3384     ierr = ISDestroy(&pcbddc->local_subs[i]);CHKERRQ(ierr);
3385   }
3386   pcbddc->n_local_subs = 0;
3387   ierr = PetscFree(pcbddc->local_subs);CHKERRQ(ierr);
3388   ierr = PCBDDCSubSchursDestroy(&pcbddc->sub_schurs);CHKERRQ(ierr);
3389   pcbddc->graphanalyzed        = PETSC_FALSE;
3390   pcbddc->recompute_topography = PETSC_TRUE;
3391   PetscFunctionReturn(0);
3392 }
3393 
3394 PetscErrorCode PCBDDCResetSolvers(PC pc)
3395 {
3396   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3397   PetscErrorCode ierr;
3398 
3399   PetscFunctionBegin;
3400   ierr = VecDestroy(&pcbddc->coarse_vec);CHKERRQ(ierr);
3401   if (pcbddc->coarse_phi_B) {
3402     PetscScalar *array;
3403     ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&array);CHKERRQ(ierr);
3404     ierr = PetscFree(array);CHKERRQ(ierr);
3405   }
3406   ierr = MatDestroy(&pcbddc->coarse_phi_B);CHKERRQ(ierr);
3407   ierr = MatDestroy(&pcbddc->coarse_phi_D);CHKERRQ(ierr);
3408   ierr = MatDestroy(&pcbddc->coarse_psi_B);CHKERRQ(ierr);
3409   ierr = MatDestroy(&pcbddc->coarse_psi_D);CHKERRQ(ierr);
3410   ierr = VecDestroy(&pcbddc->vec1_P);CHKERRQ(ierr);
3411   ierr = VecDestroy(&pcbddc->vec1_C);CHKERRQ(ierr);
3412   ierr = MatDestroy(&pcbddc->local_auxmat2);CHKERRQ(ierr);
3413   ierr = MatDestroy(&pcbddc->local_auxmat1);CHKERRQ(ierr);
3414   ierr = VecDestroy(&pcbddc->vec1_R);CHKERRQ(ierr);
3415   ierr = VecDestroy(&pcbddc->vec2_R);CHKERRQ(ierr);
3416   ierr = ISDestroy(&pcbddc->is_R_local);CHKERRQ(ierr);
3417   ierr = VecScatterDestroy(&pcbddc->R_to_B);CHKERRQ(ierr);
3418   ierr = VecScatterDestroy(&pcbddc->R_to_D);CHKERRQ(ierr);
3419   ierr = VecScatterDestroy(&pcbddc->coarse_loc_to_glob);CHKERRQ(ierr);
3420   ierr = KSPReset(pcbddc->ksp_D);CHKERRQ(ierr);
3421   ierr = KSPReset(pcbddc->ksp_R);CHKERRQ(ierr);
3422   ierr = KSPReset(pcbddc->coarse_ksp);CHKERRQ(ierr);
3423   ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
3424   ierr = PetscFree(pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
3425   ierr = PetscFree2(pcbddc->local_primal_ref_node,pcbddc->local_primal_ref_mult);CHKERRQ(ierr);
3426   ierr = PetscFree(pcbddc->global_primal_indices);CHKERRQ(ierr);
3427   ierr = ISDestroy(&pcbddc->coarse_subassembling);CHKERRQ(ierr);
3428   ierr = MatDestroy(&pcbddc->benign_change);CHKERRQ(ierr);
3429   ierr = VecDestroy(&pcbddc->benign_vec);CHKERRQ(ierr);
3430   ierr = PCBDDCBenignShellMat(pc,PETSC_TRUE);CHKERRQ(ierr);
3431   ierr = MatDestroy(&pcbddc->benign_B0);CHKERRQ(ierr);
3432   ierr = PetscSFDestroy(&pcbddc->benign_sf);CHKERRQ(ierr);
3433   if (pcbddc->benign_zerodiag_subs) {
3434     PetscInt i;
3435     for (i=0;i<pcbddc->benign_n;i++) {
3436       ierr = ISDestroy(&pcbddc->benign_zerodiag_subs[i]);CHKERRQ(ierr);
3437     }
3438     ierr = PetscFree(pcbddc->benign_zerodiag_subs);CHKERRQ(ierr);
3439   }
3440   ierr = PetscFree3(pcbddc->benign_p0_lidx,pcbddc->benign_p0_gidx,pcbddc->benign_p0);CHKERRQ(ierr);
3441   PetscFunctionReturn(0);
3442 }
3443 
3444 PetscErrorCode PCBDDCSetUpLocalWorkVectors(PC pc)
3445 {
3446   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3447   PC_IS          *pcis = (PC_IS*)pc->data;
3448   VecType        impVecType;
3449   PetscInt       n_constraints,n_R,old_size;
3450   PetscErrorCode ierr;
3451 
3452   PetscFunctionBegin;
3453   n_constraints = pcbddc->local_primal_size - pcbddc->benign_n - pcbddc->n_vertices;
3454   n_R = pcis->n - pcbddc->n_vertices;
3455   ierr = VecGetType(pcis->vec1_N,&impVecType);CHKERRQ(ierr);
3456   /* local work vectors (try to avoid unneeded work)*/
3457   /* R nodes */
3458   old_size = -1;
3459   if (pcbddc->vec1_R) {
3460     ierr = VecGetSize(pcbddc->vec1_R,&old_size);CHKERRQ(ierr);
3461   }
3462   if (n_R != old_size) {
3463     ierr = VecDestroy(&pcbddc->vec1_R);CHKERRQ(ierr);
3464     ierr = VecDestroy(&pcbddc->vec2_R);CHKERRQ(ierr);
3465     ierr = VecCreate(PetscObjectComm((PetscObject)pcis->vec1_N),&pcbddc->vec1_R);CHKERRQ(ierr);
3466     ierr = VecSetSizes(pcbddc->vec1_R,PETSC_DECIDE,n_R);CHKERRQ(ierr);
3467     ierr = VecSetType(pcbddc->vec1_R,impVecType);CHKERRQ(ierr);
3468     ierr = VecDuplicate(pcbddc->vec1_R,&pcbddc->vec2_R);CHKERRQ(ierr);
3469   }
3470   /* local primal dofs */
3471   old_size = -1;
3472   if (pcbddc->vec1_P) {
3473     ierr = VecGetSize(pcbddc->vec1_P,&old_size);CHKERRQ(ierr);
3474   }
3475   if (pcbddc->local_primal_size != old_size) {
3476     ierr = VecDestroy(&pcbddc->vec1_P);CHKERRQ(ierr);
3477     ierr = VecCreate(PetscObjectComm((PetscObject)pcis->vec1_N),&pcbddc->vec1_P);CHKERRQ(ierr);
3478     ierr = VecSetSizes(pcbddc->vec1_P,PETSC_DECIDE,pcbddc->local_primal_size);CHKERRQ(ierr);
3479     ierr = VecSetType(pcbddc->vec1_P,impVecType);CHKERRQ(ierr);
3480   }
3481   /* local explicit constraints */
3482   old_size = -1;
3483   if (pcbddc->vec1_C) {
3484     ierr = VecGetSize(pcbddc->vec1_C,&old_size);CHKERRQ(ierr);
3485   }
3486   if (n_constraints && n_constraints != old_size) {
3487     ierr = VecDestroy(&pcbddc->vec1_C);CHKERRQ(ierr);
3488     ierr = VecCreate(PetscObjectComm((PetscObject)pcis->vec1_N),&pcbddc->vec1_C);CHKERRQ(ierr);
3489     ierr = VecSetSizes(pcbddc->vec1_C,PETSC_DECIDE,n_constraints);CHKERRQ(ierr);
3490     ierr = VecSetType(pcbddc->vec1_C,impVecType);CHKERRQ(ierr);
3491   }
3492   PetscFunctionReturn(0);
3493 }
3494 
3495 PetscErrorCode PCBDDCSetUpCorrection(PC pc, PetscScalar **coarse_submat_vals_n)
3496 {
3497   PetscErrorCode  ierr;
3498   /* pointers to pcis and pcbddc */
3499   PC_IS*          pcis = (PC_IS*)pc->data;
3500   PC_BDDC*        pcbddc = (PC_BDDC*)pc->data;
3501   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
3502   /* submatrices of local problem */
3503   Mat             A_RV,A_VR,A_VV,local_auxmat2_R;
3504   /* submatrices of local coarse problem */
3505   Mat             S_VV,S_CV,S_VC,S_CC;
3506   /* working matrices */
3507   Mat             C_CR;
3508   /* additional working stuff */
3509   PC              pc_R;
3510   Mat             F,Brhs = NULL;
3511   Vec             dummy_vec;
3512   PetscBool       isLU,isCHOL,isILU,need_benign_correction,sparserhs;
3513   PetscScalar     *coarse_submat_vals; /* TODO: use a PETSc matrix */
3514   PetscScalar     *work;
3515   PetscInt        *idx_V_B;
3516   PetscInt        lda_rhs,n,n_vertices,n_constraints,*p0_lidx_I;
3517   PetscInt        i,n_R,n_D,n_B;
3518 
3519   /* some shortcuts to scalars */
3520   PetscScalar     one=1.0,m_one=-1.0;
3521 
3522   PetscFunctionBegin;
3523   if (!pcbddc->symmetric_primal && pcbddc->benign_n) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Non-symmetric primal basis computation with benign trick not yet implemented");
3524 
3525   /* Set Non-overlapping dimensions */
3526   n_vertices = pcbddc->n_vertices;
3527   n_constraints = pcbddc->local_primal_size - pcbddc->benign_n - n_vertices;
3528   n_B = pcis->n_B;
3529   n_D = pcis->n - n_B;
3530   n_R = pcis->n - n_vertices;
3531 
3532   /* vertices in boundary numbering */
3533   ierr = PetscMalloc1(n_vertices,&idx_V_B);CHKERRQ(ierr);
3534   ierr = ISGlobalToLocalMappingApply(pcis->BtoNmap,IS_GTOLM_DROP,n_vertices,pcbddc->local_primal_ref_node,&i,idx_V_B);CHKERRQ(ierr);
3535   if (i != n_vertices) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error in boundary numbering for BDDC vertices! %D != %D\n",n_vertices,i);
3536 
3537   /* Subdomain contribution (Non-overlapping) to coarse matrix  */
3538   ierr = PetscCalloc1(pcbddc->local_primal_size*pcbddc->local_primal_size,&coarse_submat_vals);CHKERRQ(ierr);
3539   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_vertices,n_vertices,coarse_submat_vals,&S_VV);CHKERRQ(ierr);
3540   ierr = MatSeqDenseSetLDA(S_VV,pcbddc->local_primal_size);CHKERRQ(ierr);
3541   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_constraints,n_vertices,coarse_submat_vals+n_vertices,&S_CV);CHKERRQ(ierr);
3542   ierr = MatSeqDenseSetLDA(S_CV,pcbddc->local_primal_size);CHKERRQ(ierr);
3543   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_vertices,n_constraints,coarse_submat_vals+pcbddc->local_primal_size*n_vertices,&S_VC);CHKERRQ(ierr);
3544   ierr = MatSeqDenseSetLDA(S_VC,pcbddc->local_primal_size);CHKERRQ(ierr);
3545   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_constraints,n_constraints,coarse_submat_vals+(pcbddc->local_primal_size+1)*n_vertices,&S_CC);CHKERRQ(ierr);
3546   ierr = MatSeqDenseSetLDA(S_CC,pcbddc->local_primal_size);CHKERRQ(ierr);
3547 
3548   /* determine if can use MatSolve routines instead of calling KSPSolve on ksp_R */
3549   ierr = KSPGetPC(pcbddc->ksp_R,&pc_R);CHKERRQ(ierr);
3550   ierr = PetscObjectTypeCompare((PetscObject)pc_R,PCLU,&isLU);CHKERRQ(ierr);
3551   ierr = PetscObjectTypeCompare((PetscObject)pc_R,PCILU,&isILU);CHKERRQ(ierr);
3552   ierr = PetscObjectTypeCompare((PetscObject)pc_R,PCCHOLESKY,&isCHOL);CHKERRQ(ierr);
3553   lda_rhs = n_R;
3554   need_benign_correction = PETSC_FALSE;
3555   if (isLU || isILU || isCHOL) {
3556     ierr = PCFactorGetMatrix(pc_R,&F);CHKERRQ(ierr);
3557   } else if (sub_schurs && sub_schurs->reuse_solver) {
3558     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3559     MatFactorType      type;
3560 
3561     F = reuse_solver->F;
3562     ierr = MatGetFactorType(F,&type);CHKERRQ(ierr);
3563     if (type == MAT_FACTOR_CHOLESKY) isCHOL = PETSC_TRUE;
3564     ierr = MatGetSize(F,&lda_rhs,NULL);CHKERRQ(ierr);
3565     need_benign_correction = (PetscBool)(!!reuse_solver->benign_n);
3566   } else {
3567     F = NULL;
3568   }
3569 
3570   /* determine if we can use a sparse right-hand side */
3571   sparserhs = PETSC_FALSE;
3572   if (F) {
3573     MatSolverType solver;
3574 
3575     ierr = MatFactorGetSolverType(F,&solver);CHKERRQ(ierr);
3576     ierr = PetscStrcmp(solver,MATSOLVERMUMPS,&sparserhs);CHKERRQ(ierr);
3577   }
3578 
3579   /* allocate workspace */
3580   n = 0;
3581   if (n_constraints) {
3582     n += lda_rhs*n_constraints;
3583   }
3584   if (n_vertices) {
3585     n = PetscMax(2*lda_rhs*n_vertices,n);
3586     n = PetscMax((lda_rhs+n_B)*n_vertices,n);
3587   }
3588   if (!pcbddc->symmetric_primal) {
3589     n = PetscMax(2*lda_rhs*pcbddc->local_primal_size,n);
3590   }
3591   ierr = PetscMalloc1(n,&work);CHKERRQ(ierr);
3592 
3593   /* create dummy vector to modify rhs and sol of MatMatSolve (work array will never be used) */
3594   dummy_vec = NULL;
3595   if (need_benign_correction && lda_rhs != n_R && F) {
3596     ierr = VecCreateSeqWithArray(PETSC_COMM_SELF,1,lda_rhs,work,&dummy_vec);CHKERRQ(ierr);
3597   }
3598 
3599   /* Precompute stuffs needed for preprocessing and application of BDDC*/
3600   if (n_constraints) {
3601     Mat         M1,M2,M3,C_B;
3602     IS          is_aux;
3603     PetscScalar *array,*array2;
3604 
3605     ierr = MatDestroy(&pcbddc->local_auxmat1);CHKERRQ(ierr);
3606     ierr = MatDestroy(&pcbddc->local_auxmat2);CHKERRQ(ierr);
3607 
3608     /* Extract constraints on R nodes: C_{CR}  */
3609     ierr = ISCreateStride(PETSC_COMM_SELF,n_constraints,n_vertices,1,&is_aux);CHKERRQ(ierr);
3610     ierr = MatCreateSubMatrix(pcbddc->ConstraintMatrix,is_aux,pcbddc->is_R_local,MAT_INITIAL_MATRIX,&C_CR);CHKERRQ(ierr);
3611     ierr = MatCreateSubMatrix(pcbddc->ConstraintMatrix,is_aux,pcis->is_B_local,MAT_INITIAL_MATRIX,&C_B);CHKERRQ(ierr);
3612 
3613     /* Assemble         local_auxmat2_R =        (- A_{RR}^{-1} C^T_{CR}) needed by BDDC setup */
3614     /* Assemble pcbddc->local_auxmat2   = R_to_B (- A_{RR}^{-1} C^T_{CR}) needed by BDDC application */
3615     if (!sparserhs) {
3616       ierr = PetscMemzero(work,lda_rhs*n_constraints*sizeof(PetscScalar));CHKERRQ(ierr);
3617       for (i=0;i<n_constraints;i++) {
3618         const PetscScalar *row_cmat_values;
3619         const PetscInt    *row_cmat_indices;
3620         PetscInt          size_of_constraint,j;
3621 
3622         ierr = MatGetRow(C_CR,i,&size_of_constraint,&row_cmat_indices,&row_cmat_values);CHKERRQ(ierr);
3623         for (j=0;j<size_of_constraint;j++) {
3624           work[row_cmat_indices[j]+i*lda_rhs] = -row_cmat_values[j];
3625         }
3626         ierr = MatRestoreRow(C_CR,i,&size_of_constraint,&row_cmat_indices,&row_cmat_values);CHKERRQ(ierr);
3627       }
3628       ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_constraints,work,&Brhs);CHKERRQ(ierr);
3629     } else {
3630       Mat tC_CR;
3631 
3632       ierr = MatScale(C_CR,-1.0);CHKERRQ(ierr);
3633       if (lda_rhs != n_R) {
3634         PetscScalar *aa;
3635         PetscInt    r,*ii,*jj;
3636         PetscBool   done;
3637 
3638         ierr = MatGetRowIJ(C_CR,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
3639         if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"GetRowIJ failed");
3640         ierr = MatSeqAIJGetArray(C_CR,&aa);CHKERRQ(ierr);
3641         ierr = MatCreateSeqAIJWithArrays(PETSC_COMM_SELF,n_constraints,lda_rhs,ii,jj,aa,&tC_CR);CHKERRQ(ierr);
3642         ierr = MatRestoreRowIJ(C_CR,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
3643         if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"RestoreRowIJ failed");
3644       } else {
3645         ierr  = PetscObjectReference((PetscObject)C_CR);CHKERRQ(ierr);
3646         tC_CR = C_CR;
3647       }
3648       ierr = MatCreateTranspose(tC_CR,&Brhs);CHKERRQ(ierr);
3649       ierr = MatDestroy(&tC_CR);CHKERRQ(ierr);
3650     }
3651     ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_constraints,NULL,&local_auxmat2_R);CHKERRQ(ierr);
3652     if (F) {
3653       if (need_benign_correction) {
3654         PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3655 
3656         /* rhs is already zero on interior dofs, no need to change the rhs */
3657         ierr = PetscMemzero(reuse_solver->benign_save_vals,pcbddc->benign_n*sizeof(PetscScalar));CHKERRQ(ierr);
3658       }
3659       ierr = MatMatSolve(F,Brhs,local_auxmat2_R);CHKERRQ(ierr);
3660       if (need_benign_correction) {
3661         PetscScalar        *marr;
3662         PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3663 
3664         ierr = MatDenseGetArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
3665         if (lda_rhs != n_R) {
3666           for (i=0;i<n_constraints;i++) {
3667             ierr = VecPlaceArray(dummy_vec,marr+i*lda_rhs);CHKERRQ(ierr);
3668             ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,dummy_vec,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
3669             ierr = VecResetArray(dummy_vec);CHKERRQ(ierr);
3670           }
3671         } else {
3672           for (i=0;i<n_constraints;i++) {
3673             ierr = VecPlaceArray(pcbddc->vec1_R,marr+i*lda_rhs);CHKERRQ(ierr);
3674             ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,pcbddc->vec1_R,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
3675             ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3676           }
3677         }
3678         ierr = MatDenseRestoreArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
3679       }
3680     } else {
3681       PetscScalar *marr;
3682 
3683       ierr = MatDenseGetArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
3684       for (i=0;i<n_constraints;i++) {
3685         ierr = VecPlaceArray(pcbddc->vec1_R,work+i*lda_rhs);CHKERRQ(ierr);
3686         ierr = VecPlaceArray(pcbddc->vec2_R,marr+i*lda_rhs);CHKERRQ(ierr);
3687         ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
3688         ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3689         ierr = VecResetArray(pcbddc->vec2_R);CHKERRQ(ierr);
3690       }
3691       ierr = MatDenseRestoreArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
3692     }
3693     if (sparserhs) {
3694       ierr = MatScale(C_CR,-1.0);CHKERRQ(ierr);
3695     }
3696     ierr = MatDestroy(&Brhs);CHKERRQ(ierr);
3697     if (!pcbddc->switch_static) {
3698       ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_B,n_constraints,NULL,&pcbddc->local_auxmat2);CHKERRQ(ierr);
3699       ierr = MatDenseGetArray(pcbddc->local_auxmat2,&array);CHKERRQ(ierr);
3700       ierr = MatDenseGetArray(local_auxmat2_R,&array2);CHKERRQ(ierr);
3701       for (i=0;i<n_constraints;i++) {
3702         ierr = VecPlaceArray(pcbddc->vec1_R,array2+i*lda_rhs);CHKERRQ(ierr);
3703         ierr = VecPlaceArray(pcis->vec1_B,array+i*n_B);CHKERRQ(ierr);
3704         ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
3705         ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
3706         ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
3707         ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3708       }
3709       ierr = MatDenseRestoreArray(local_auxmat2_R,&array2);CHKERRQ(ierr);
3710       ierr = MatDenseRestoreArray(pcbddc->local_auxmat2,&array);CHKERRQ(ierr);
3711       ierr = MatMatMult(C_B,pcbddc->local_auxmat2,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&M3);CHKERRQ(ierr);
3712     } else {
3713       if (lda_rhs != n_R) {
3714         IS dummy;
3715 
3716         ierr = ISCreateStride(PETSC_COMM_SELF,n_R,0,1,&dummy);CHKERRQ(ierr);
3717         ierr = MatCreateSubMatrix(local_auxmat2_R,dummy,NULL,MAT_INITIAL_MATRIX,&pcbddc->local_auxmat2);CHKERRQ(ierr);
3718         ierr = ISDestroy(&dummy);CHKERRQ(ierr);
3719       } else {
3720         ierr = PetscObjectReference((PetscObject)local_auxmat2_R);CHKERRQ(ierr);
3721         pcbddc->local_auxmat2 = local_auxmat2_R;
3722       }
3723       ierr = MatMatMult(C_CR,pcbddc->local_auxmat2,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&M3);CHKERRQ(ierr);
3724     }
3725     ierr = ISDestroy(&is_aux);CHKERRQ(ierr);
3726     /* Assemble explicitly S_CC = ( C_{CR} A_{RR}^{-1} C^T_{CR} )^{-1}  */
3727     ierr = MatScale(M3,m_one);CHKERRQ(ierr);
3728     ierr = MatDuplicate(M3,MAT_DO_NOT_COPY_VALUES,&M1);CHKERRQ(ierr);
3729     ierr = MatDuplicate(M3,MAT_DO_NOT_COPY_VALUES,&M2);CHKERRQ(ierr);
3730     if (isCHOL) {
3731       ierr = MatCholeskyFactor(M3,NULL,NULL);CHKERRQ(ierr);
3732     } else {
3733       ierr = MatLUFactor(M3,NULL,NULL,NULL);CHKERRQ(ierr);
3734     }
3735     ierr = VecSet(pcbddc->vec1_C,one);CHKERRQ(ierr);
3736     ierr = MatDiagonalSet(M2,pcbddc->vec1_C,INSERT_VALUES);CHKERRQ(ierr);
3737     ierr = MatMatSolve(M3,M2,M1);CHKERRQ(ierr);
3738     ierr = MatDestroy(&M2);CHKERRQ(ierr);
3739     ierr = MatDestroy(&M3);CHKERRQ(ierr);
3740     /* Assemble local_auxmat1 = S_CC*C_{CB} needed by BDDC application in KSP and in preproc */
3741     ierr = MatMatMult(M1,C_B,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&pcbddc->local_auxmat1);CHKERRQ(ierr);
3742     ierr = MatDestroy(&C_B);CHKERRQ(ierr);
3743     ierr = MatCopy(M1,S_CC,SAME_NONZERO_PATTERN);CHKERRQ(ierr); /* S_CC can have a different LDA, MatMatSolve doesn't support it */
3744     ierr = MatDestroy(&M1);CHKERRQ(ierr);
3745   }
3746 
3747   /* Get submatrices from subdomain matrix */
3748   if (n_vertices) {
3749     IS        is_aux;
3750     PetscBool isseqaij;
3751 
3752     if (sub_schurs && sub_schurs->reuse_solver) { /* is_R_local is not sorted, ISComplement doesn't like it */
3753       IS tis;
3754 
3755       ierr = ISDuplicate(pcbddc->is_R_local,&tis);CHKERRQ(ierr);
3756       ierr = ISSort(tis);CHKERRQ(ierr);
3757       ierr = ISComplement(tis,0,pcis->n,&is_aux);CHKERRQ(ierr);
3758       ierr = ISDestroy(&tis);CHKERRQ(ierr);
3759     } else {
3760       ierr = ISComplement(pcbddc->is_R_local,0,pcis->n,&is_aux);CHKERRQ(ierr);
3761     }
3762     ierr = MatCreateSubMatrix(pcbddc->local_mat,pcbddc->is_R_local,is_aux,MAT_INITIAL_MATRIX,&A_RV);CHKERRQ(ierr);
3763     ierr = MatCreateSubMatrix(pcbddc->local_mat,is_aux,pcbddc->is_R_local,MAT_INITIAL_MATRIX,&A_VR);CHKERRQ(ierr);
3764     ierr = PetscObjectTypeCompare((PetscObject)A_VR,MATSEQAIJ,&isseqaij);CHKERRQ(ierr);
3765     if (!isseqaij) { /* MatMatMult(A_VR,A_RRmA_RV) below will raise an error */
3766       ierr = MatConvert(A_VR,MATSEQAIJ,MAT_INPLACE_MATRIX,&A_VR);CHKERRQ(ierr);
3767     }
3768     ierr = MatCreateSubMatrix(pcbddc->local_mat,is_aux,is_aux,MAT_INITIAL_MATRIX,&A_VV);CHKERRQ(ierr);
3769     ierr = ISDestroy(&is_aux);CHKERRQ(ierr);
3770   }
3771 
3772   /* Matrix of coarse basis functions (local) */
3773   if (pcbddc->coarse_phi_B) {
3774     PetscInt on_B,on_primal,on_D=n_D;
3775     if (pcbddc->coarse_phi_D) {
3776       ierr = MatGetSize(pcbddc->coarse_phi_D,&on_D,NULL);CHKERRQ(ierr);
3777     }
3778     ierr = MatGetSize(pcbddc->coarse_phi_B,&on_B,&on_primal);CHKERRQ(ierr);
3779     if (on_B != n_B || on_primal != pcbddc->local_primal_size || on_D != n_D) {
3780       PetscScalar *marray;
3781 
3782       ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&marray);CHKERRQ(ierr);
3783       ierr = PetscFree(marray);CHKERRQ(ierr);
3784       ierr = MatDestroy(&pcbddc->coarse_phi_B);CHKERRQ(ierr);
3785       ierr = MatDestroy(&pcbddc->coarse_psi_B);CHKERRQ(ierr);
3786       ierr = MatDestroy(&pcbddc->coarse_phi_D);CHKERRQ(ierr);
3787       ierr = MatDestroy(&pcbddc->coarse_psi_D);CHKERRQ(ierr);
3788     }
3789   }
3790 
3791   if (!pcbddc->coarse_phi_B) {
3792     PetscScalar *marr;
3793 
3794     /* memory size */
3795     n = n_B*pcbddc->local_primal_size;
3796     if (pcbddc->switch_static || pcbddc->dbg_flag) n += n_D*pcbddc->local_primal_size;
3797     if (!pcbddc->symmetric_primal) n *= 2;
3798     ierr  = PetscCalloc1(n,&marr);CHKERRQ(ierr);
3799     ierr  = MatCreateSeqDense(PETSC_COMM_SELF,n_B,pcbddc->local_primal_size,marr,&pcbddc->coarse_phi_B);CHKERRQ(ierr);
3800     marr += n_B*pcbddc->local_primal_size;
3801     if (pcbddc->switch_static || pcbddc->dbg_flag) {
3802       ierr  = MatCreateSeqDense(PETSC_COMM_SELF,n_D,pcbddc->local_primal_size,marr,&pcbddc->coarse_phi_D);CHKERRQ(ierr);
3803       marr += n_D*pcbddc->local_primal_size;
3804     }
3805     if (!pcbddc->symmetric_primal) {
3806       ierr  = MatCreateSeqDense(PETSC_COMM_SELF,n_B,pcbddc->local_primal_size,marr,&pcbddc->coarse_psi_B);CHKERRQ(ierr);
3807       marr += n_B*pcbddc->local_primal_size;
3808       if (pcbddc->switch_static || pcbddc->dbg_flag) {
3809         ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_D,pcbddc->local_primal_size,marr,&pcbddc->coarse_psi_D);CHKERRQ(ierr);
3810       }
3811     } else {
3812       ierr = PetscObjectReference((PetscObject)pcbddc->coarse_phi_B);CHKERRQ(ierr);
3813       pcbddc->coarse_psi_B = pcbddc->coarse_phi_B;
3814       if (pcbddc->switch_static || pcbddc->dbg_flag) {
3815         ierr = PetscObjectReference((PetscObject)pcbddc->coarse_phi_D);CHKERRQ(ierr);
3816         pcbddc->coarse_psi_D = pcbddc->coarse_phi_D;
3817       }
3818     }
3819   }
3820 
3821   /* We are now ready to evaluate coarse basis functions and subdomain contribution to coarse problem */
3822   p0_lidx_I = NULL;
3823   if (pcbddc->benign_n && (pcbddc->switch_static || pcbddc->dbg_flag)) {
3824     const PetscInt *idxs;
3825 
3826     ierr = ISGetIndices(pcis->is_I_local,&idxs);CHKERRQ(ierr);
3827     ierr = PetscMalloc1(pcbddc->benign_n,&p0_lidx_I);CHKERRQ(ierr);
3828     for (i=0;i<pcbddc->benign_n;i++) {
3829       ierr = PetscFindInt(pcbddc->benign_p0_lidx[i],pcis->n-pcis->n_B,idxs,&p0_lidx_I[i]);CHKERRQ(ierr);
3830     }
3831     ierr = ISRestoreIndices(pcis->is_I_local,&idxs);CHKERRQ(ierr);
3832   }
3833 
3834   /* vertices */
3835   if (n_vertices) {
3836     PetscBool restoreavr = PETSC_FALSE;
3837 
3838     ierr = MatConvert(A_VV,MATDENSE,MAT_INPLACE_MATRIX,&A_VV);CHKERRQ(ierr);
3839 
3840     if (n_R) {
3841       Mat          A_RRmA_RV,A_RV_bcorr=NULL,S_VVt; /* S_VVt with LDA=N */
3842       PetscBLASInt B_N,B_one = 1;
3843       PetscScalar  *x,*y;
3844 
3845       ierr = MatScale(A_RV,m_one);CHKERRQ(ierr);
3846       if (need_benign_correction) {
3847         ISLocalToGlobalMapping RtoN;
3848         IS                     is_p0;
3849         PetscInt               *idxs_p0,n;
3850 
3851         ierr = PetscMalloc1(pcbddc->benign_n,&idxs_p0);CHKERRQ(ierr);
3852         ierr = ISLocalToGlobalMappingCreateIS(pcbddc->is_R_local,&RtoN);CHKERRQ(ierr);
3853         ierr = ISGlobalToLocalMappingApply(RtoN,IS_GTOLM_DROP,pcbddc->benign_n,pcbddc->benign_p0_lidx,&n,idxs_p0);CHKERRQ(ierr);
3854         if (n != pcbddc->benign_n) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error in R numbering for benign p0! %d != %d\n",n,pcbddc->benign_n);
3855         ierr = ISLocalToGlobalMappingDestroy(&RtoN);CHKERRQ(ierr);
3856         ierr = ISCreateGeneral(PETSC_COMM_SELF,n,idxs_p0,PETSC_OWN_POINTER,&is_p0);CHKERRQ(ierr);
3857         ierr = MatCreateSubMatrix(A_RV,is_p0,NULL,MAT_INITIAL_MATRIX,&A_RV_bcorr);CHKERRQ(ierr);
3858         ierr = ISDestroy(&is_p0);CHKERRQ(ierr);
3859       }
3860 
3861       ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_vertices,work,&A_RRmA_RV);CHKERRQ(ierr);
3862       if (!sparserhs || need_benign_correction) {
3863         if (lda_rhs == n_R) {
3864           ierr = MatConvert(A_RV,MATDENSE,MAT_INPLACE_MATRIX,&A_RV);CHKERRQ(ierr);
3865         } else {
3866           PetscScalar    *av,*array;
3867           const PetscInt *xadj,*adjncy;
3868           PetscInt       n;
3869           PetscBool      flg_row;
3870 
3871           array = work+lda_rhs*n_vertices;
3872           ierr = PetscMemzero(array,lda_rhs*n_vertices*sizeof(PetscScalar));CHKERRQ(ierr);
3873           ierr = MatConvert(A_RV,MATSEQAIJ,MAT_INPLACE_MATRIX,&A_RV);CHKERRQ(ierr);
3874           ierr = MatGetRowIJ(A_RV,0,PETSC_FALSE,PETSC_FALSE,&n,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
3875           ierr = MatSeqAIJGetArray(A_RV,&av);CHKERRQ(ierr);
3876           for (i=0;i<n;i++) {
3877             PetscInt j;
3878             for (j=xadj[i];j<xadj[i+1];j++) array[lda_rhs*adjncy[j]+i] = av[j];
3879           }
3880           ierr = MatRestoreRowIJ(A_RV,0,PETSC_FALSE,PETSC_FALSE,&n,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
3881           ierr = MatDestroy(&A_RV);CHKERRQ(ierr);
3882           ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_vertices,array,&A_RV);CHKERRQ(ierr);
3883         }
3884         if (need_benign_correction) {
3885           PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3886           PetscScalar        *marr;
3887 
3888           ierr = MatDenseGetArray(A_RV,&marr);CHKERRQ(ierr);
3889           /* need \Phi^T A_RV = (I+L)A_RV, L given by
3890 
3891                  | 0 0  0 | (V)
3892              L = | 0 0 -1 | (P-p0)
3893                  | 0 0 -1 | (p0)
3894 
3895           */
3896           for (i=0;i<reuse_solver->benign_n;i++) {
3897             const PetscScalar *vals;
3898             const PetscInt    *idxs,*idxs_zero;
3899             PetscInt          n,j,nz;
3900 
3901             ierr = ISGetLocalSize(reuse_solver->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
3902             ierr = ISGetIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
3903             ierr = MatGetRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
3904             for (j=0;j<n;j++) {
3905               PetscScalar val = vals[j];
3906               PetscInt    k,col = idxs[j];
3907               for (k=0;k<nz;k++) marr[idxs_zero[k]+lda_rhs*col] -= val;
3908             }
3909             ierr = MatRestoreRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
3910             ierr = ISRestoreIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
3911           }
3912           ierr = MatDenseRestoreArray(A_RV,&marr);CHKERRQ(ierr);
3913         }
3914         ierr = PetscObjectReference((PetscObject)A_RV);CHKERRQ(ierr);
3915         Brhs = A_RV;
3916       } else {
3917         Mat tA_RVT,A_RVT;
3918 
3919         if (!pcbddc->symmetric_primal) {
3920           ierr = MatTranspose(A_RV,MAT_INITIAL_MATRIX,&A_RVT);CHKERRQ(ierr);
3921         } else {
3922           restoreavr = PETSC_TRUE;
3923           ierr  = MatScale(A_VR,-1.0);CHKERRQ(ierr);
3924           ierr  = PetscObjectReference((PetscObject)A_VR);CHKERRQ(ierr);
3925           A_RVT = A_VR;
3926         }
3927         if (lda_rhs != n_R) {
3928           PetscScalar *aa;
3929           PetscInt    r,*ii,*jj;
3930           PetscBool   done;
3931 
3932           ierr = MatGetRowIJ(A_RVT,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
3933           if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"GetRowIJ failed");
3934           ierr = MatSeqAIJGetArray(A_RVT,&aa);CHKERRQ(ierr);
3935           ierr = MatCreateSeqAIJWithArrays(PETSC_COMM_SELF,n_vertices,lda_rhs,ii,jj,aa,&tA_RVT);CHKERRQ(ierr);
3936           ierr = MatRestoreRowIJ(A_RVT,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
3937           if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"RestoreRowIJ failed");
3938         } else {
3939           ierr   = PetscObjectReference((PetscObject)A_RVT);CHKERRQ(ierr);
3940           tA_RVT = A_RVT;
3941         }
3942         ierr = MatCreateTranspose(tA_RVT,&Brhs);CHKERRQ(ierr);
3943         ierr = MatDestroy(&tA_RVT);CHKERRQ(ierr);
3944         ierr = MatDestroy(&A_RVT);CHKERRQ(ierr);
3945       }
3946       if (F) {
3947         /* need to correct the rhs */
3948         if (need_benign_correction) {
3949           PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3950           PetscScalar        *marr;
3951 
3952           ierr = MatDenseGetArray(Brhs,&marr);CHKERRQ(ierr);
3953           if (lda_rhs != n_R) {
3954             for (i=0;i<n_vertices;i++) {
3955               ierr = VecPlaceArray(dummy_vec,marr+i*lda_rhs);CHKERRQ(ierr);
3956               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,dummy_vec,NULL,PETSC_FALSE,PETSC_TRUE);CHKERRQ(ierr);
3957               ierr = VecResetArray(dummy_vec);CHKERRQ(ierr);
3958             }
3959           } else {
3960             for (i=0;i<n_vertices;i++) {
3961               ierr = VecPlaceArray(pcbddc->vec1_R,marr+i*lda_rhs);CHKERRQ(ierr);
3962               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,pcbddc->vec1_R,NULL,PETSC_FALSE,PETSC_TRUE);CHKERRQ(ierr);
3963               ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3964             }
3965           }
3966           ierr = MatDenseRestoreArray(Brhs,&marr);CHKERRQ(ierr);
3967         }
3968         ierr = MatMatSolve(F,Brhs,A_RRmA_RV);CHKERRQ(ierr);
3969         if (restoreavr) {
3970           ierr = MatScale(A_VR,-1.0);CHKERRQ(ierr);
3971         }
3972         /* need to correct the solution */
3973         if (need_benign_correction) {
3974           PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3975           PetscScalar        *marr;
3976 
3977           ierr = MatDenseGetArray(A_RRmA_RV,&marr);CHKERRQ(ierr);
3978           if (lda_rhs != n_R) {
3979             for (i=0;i<n_vertices;i++) {
3980               ierr = VecPlaceArray(dummy_vec,marr+i*lda_rhs);CHKERRQ(ierr);
3981               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,dummy_vec,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
3982               ierr = VecResetArray(dummy_vec);CHKERRQ(ierr);
3983             }
3984           } else {
3985             for (i=0;i<n_vertices;i++) {
3986               ierr = VecPlaceArray(pcbddc->vec1_R,marr+i*lda_rhs);CHKERRQ(ierr);
3987               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,pcbddc->vec1_R,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
3988               ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3989             }
3990           }
3991           ierr = MatDenseRestoreArray(A_RRmA_RV,&marr);CHKERRQ(ierr);
3992         }
3993       } else {
3994         ierr = MatDenseGetArray(Brhs,&y);CHKERRQ(ierr);
3995         for (i=0;i<n_vertices;i++) {
3996           ierr = VecPlaceArray(pcbddc->vec1_R,y+i*lda_rhs);CHKERRQ(ierr);
3997           ierr = VecPlaceArray(pcbddc->vec2_R,work+i*lda_rhs);CHKERRQ(ierr);
3998           ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
3999           ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4000           ierr = VecResetArray(pcbddc->vec2_R);CHKERRQ(ierr);
4001         }
4002         ierr = MatDenseRestoreArray(Brhs,&y);CHKERRQ(ierr);
4003       }
4004       ierr = MatDestroy(&A_RV);CHKERRQ(ierr);
4005       ierr = MatDestroy(&Brhs);CHKERRQ(ierr);
4006       /* S_VV and S_CV */
4007       if (n_constraints) {
4008         Mat B;
4009 
4010         ierr = PetscMemzero(work+lda_rhs*n_vertices,n_B*n_vertices*sizeof(PetscScalar));CHKERRQ(ierr);
4011         for (i=0;i<n_vertices;i++) {
4012           ierr = VecPlaceArray(pcbddc->vec1_R,work+i*lda_rhs);CHKERRQ(ierr);
4013           ierr = VecPlaceArray(pcis->vec1_B,work+lda_rhs*n_vertices+i*n_B);CHKERRQ(ierr);
4014           ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4015           ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4016           ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
4017           ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4018         }
4019         ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_B,n_vertices,work+lda_rhs*n_vertices,&B);CHKERRQ(ierr);
4020         ierr = MatMatMult(pcbddc->local_auxmat1,B,MAT_REUSE_MATRIX,PETSC_DEFAULT,&S_CV);CHKERRQ(ierr);
4021         ierr = MatDestroy(&B);CHKERRQ(ierr);
4022         ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_vertices,work+lda_rhs*n_vertices,&B);CHKERRQ(ierr);
4023         ierr = MatMatMult(local_auxmat2_R,S_CV,MAT_REUSE_MATRIX,PETSC_DEFAULT,&B);CHKERRQ(ierr);
4024         ierr = MatScale(S_CV,m_one);CHKERRQ(ierr);
4025         ierr = PetscBLASIntCast(lda_rhs*n_vertices,&B_N);CHKERRQ(ierr);
4026         PetscStackCallBLAS("BLASaxpy",BLASaxpy_(&B_N,&one,work+lda_rhs*n_vertices,&B_one,work,&B_one));
4027         ierr = MatDestroy(&B);CHKERRQ(ierr);
4028       }
4029       if (lda_rhs != n_R) {
4030         ierr = MatDestroy(&A_RRmA_RV);CHKERRQ(ierr);
4031         ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_R,n_vertices,work,&A_RRmA_RV);CHKERRQ(ierr);
4032         ierr = MatSeqDenseSetLDA(A_RRmA_RV,lda_rhs);CHKERRQ(ierr);
4033       }
4034       ierr = MatMatMult(A_VR,A_RRmA_RV,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&S_VVt);CHKERRQ(ierr);
4035       /* need A_VR * \Phi * A_RRmA_RV = A_VR * (I+L)^T * A_RRmA_RV, L given as before */
4036       if (need_benign_correction) {
4037         PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4038         PetscScalar      *marr,*sums;
4039 
4040         ierr = PetscMalloc1(n_vertices,&sums);CHKERRQ(ierr);
4041         ierr = MatDenseGetArray(S_VVt,&marr);CHKERRQ(ierr);
4042         for (i=0;i<reuse_solver->benign_n;i++) {
4043           const PetscScalar *vals;
4044           const PetscInt    *idxs,*idxs_zero;
4045           PetscInt          n,j,nz;
4046 
4047           ierr = ISGetLocalSize(reuse_solver->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
4048           ierr = ISGetIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
4049           for (j=0;j<n_vertices;j++) {
4050             PetscInt k;
4051             sums[j] = 0.;
4052             for (k=0;k<nz;k++) sums[j] += work[idxs_zero[k]+j*lda_rhs];
4053           }
4054           ierr = MatGetRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
4055           for (j=0;j<n;j++) {
4056             PetscScalar val = vals[j];
4057             PetscInt k;
4058             for (k=0;k<n_vertices;k++) {
4059               marr[idxs[j]+k*n_vertices] += val*sums[k];
4060             }
4061           }
4062           ierr = MatRestoreRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
4063           ierr = ISRestoreIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
4064         }
4065         ierr = PetscFree(sums);CHKERRQ(ierr);
4066         ierr = MatDenseRestoreArray(S_VVt,&marr);CHKERRQ(ierr);
4067         ierr = MatDestroy(&A_RV_bcorr);CHKERRQ(ierr);
4068       }
4069       ierr = MatDestroy(&A_RRmA_RV);CHKERRQ(ierr);
4070       ierr = PetscBLASIntCast(n_vertices*n_vertices,&B_N);CHKERRQ(ierr);
4071       ierr = MatDenseGetArray(A_VV,&x);CHKERRQ(ierr);
4072       ierr = MatDenseGetArray(S_VVt,&y);CHKERRQ(ierr);
4073       PetscStackCallBLAS("BLASaxpy",BLASaxpy_(&B_N,&one,x,&B_one,y,&B_one));
4074       ierr = MatDenseRestoreArray(A_VV,&x);CHKERRQ(ierr);
4075       ierr = MatDenseRestoreArray(S_VVt,&y);CHKERRQ(ierr);
4076       ierr = MatCopy(S_VVt,S_VV,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
4077       ierr = MatDestroy(&S_VVt);CHKERRQ(ierr);
4078     } else {
4079       ierr = MatCopy(A_VV,S_VV,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
4080     }
4081     ierr = MatDestroy(&A_VV);CHKERRQ(ierr);
4082 
4083     /* coarse basis functions */
4084     for (i=0;i<n_vertices;i++) {
4085       PetscScalar *y;
4086 
4087       ierr = VecPlaceArray(pcbddc->vec1_R,work+lda_rhs*i);CHKERRQ(ierr);
4088       ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&y);CHKERRQ(ierr);
4089       ierr = VecPlaceArray(pcis->vec1_B,y+n_B*i);CHKERRQ(ierr);
4090       ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4091       ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4092       y[n_B*i+idx_V_B[i]] = 1.0;
4093       ierr = MatDenseRestoreArray(pcbddc->coarse_phi_B,&y);CHKERRQ(ierr);
4094       ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
4095 
4096       if (pcbddc->switch_static || pcbddc->dbg_flag) {
4097         PetscInt j;
4098 
4099         ierr = MatDenseGetArray(pcbddc->coarse_phi_D,&y);CHKERRQ(ierr);
4100         ierr = VecPlaceArray(pcis->vec1_D,y+n_D*i);CHKERRQ(ierr);
4101         ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4102         ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4103         ierr = VecResetArray(pcis->vec1_D);CHKERRQ(ierr);
4104         for (j=0;j<pcbddc->benign_n;j++) y[n_D*i+p0_lidx_I[j]] = 0.0;
4105         ierr = MatDenseRestoreArray(pcbddc->coarse_phi_D,&y);CHKERRQ(ierr);
4106       }
4107       ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4108     }
4109     /* if n_R == 0 the object is not destroyed */
4110     ierr = MatDestroy(&A_RV);CHKERRQ(ierr);
4111   }
4112   ierr = VecDestroy(&dummy_vec);CHKERRQ(ierr);
4113 
4114   if (n_constraints) {
4115     Mat B;
4116 
4117     ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_constraints,work,&B);CHKERRQ(ierr);
4118     ierr = MatScale(S_CC,m_one);CHKERRQ(ierr);
4119     ierr = MatMatMult(local_auxmat2_R,S_CC,MAT_REUSE_MATRIX,PETSC_DEFAULT,&B);CHKERRQ(ierr);
4120     ierr = MatScale(S_CC,m_one);CHKERRQ(ierr);
4121     if (n_vertices) {
4122       if (isCHOL || need_benign_correction) { /* if we can solve the interior problem with cholesky, we should also be fine with transposing here */
4123         ierr = MatTranspose(S_CV,MAT_REUSE_MATRIX,&S_VC);CHKERRQ(ierr);
4124       } else {
4125         Mat S_VCt;
4126 
4127         if (lda_rhs != n_R) {
4128           ierr = MatDestroy(&B);CHKERRQ(ierr);
4129           ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_R,n_constraints,work,&B);CHKERRQ(ierr);
4130           ierr = MatSeqDenseSetLDA(B,lda_rhs);CHKERRQ(ierr);
4131         }
4132         ierr = MatMatMult(A_VR,B,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&S_VCt);CHKERRQ(ierr);
4133         ierr = MatCopy(S_VCt,S_VC,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
4134         ierr = MatDestroy(&S_VCt);CHKERRQ(ierr);
4135       }
4136     }
4137     ierr = MatDestroy(&B);CHKERRQ(ierr);
4138     /* coarse basis functions */
4139     for (i=0;i<n_constraints;i++) {
4140       PetscScalar *y;
4141 
4142       ierr = VecPlaceArray(pcbddc->vec1_R,work+lda_rhs*i);CHKERRQ(ierr);
4143       ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&y);CHKERRQ(ierr);
4144       ierr = VecPlaceArray(pcis->vec1_B,y+n_B*(i+n_vertices));CHKERRQ(ierr);
4145       ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4146       ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4147       ierr = MatDenseRestoreArray(pcbddc->coarse_phi_B,&y);CHKERRQ(ierr);
4148       ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
4149       if (pcbddc->switch_static || pcbddc->dbg_flag) {
4150         PetscInt j;
4151 
4152         ierr = MatDenseGetArray(pcbddc->coarse_phi_D,&y);CHKERRQ(ierr);
4153         ierr = VecPlaceArray(pcis->vec1_D,y+n_D*(i+n_vertices));CHKERRQ(ierr);
4154         ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4155         ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4156         ierr = VecResetArray(pcis->vec1_D);CHKERRQ(ierr);
4157         for (j=0;j<pcbddc->benign_n;j++) y[n_D*i+p0_lidx_I[j]] = 0.0;
4158         ierr = MatDenseRestoreArray(pcbddc->coarse_phi_D,&y);CHKERRQ(ierr);
4159       }
4160       ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4161     }
4162   }
4163   if (n_constraints) {
4164     ierr = MatDestroy(&local_auxmat2_R);CHKERRQ(ierr);
4165   }
4166   ierr = PetscFree(p0_lidx_I);CHKERRQ(ierr);
4167 
4168   /* coarse matrix entries relative to B_0 */
4169   if (pcbddc->benign_n) {
4170     Mat         B0_B,B0_BPHI;
4171     IS          is_dummy;
4172     PetscScalar *data;
4173     PetscInt    j;
4174 
4175     ierr = ISCreateStride(PETSC_COMM_SELF,pcbddc->benign_n,0,1,&is_dummy);CHKERRQ(ierr);
4176     ierr = MatCreateSubMatrix(pcbddc->benign_B0,is_dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B0_B);CHKERRQ(ierr);
4177     ierr = ISDestroy(&is_dummy);CHKERRQ(ierr);
4178     ierr = MatMatMult(B0_B,pcbddc->coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&B0_BPHI);CHKERRQ(ierr);
4179     ierr = MatConvert(B0_BPHI,MATSEQDENSE,MAT_INPLACE_MATRIX,&B0_BPHI);CHKERRQ(ierr);
4180     ierr = MatDenseGetArray(B0_BPHI,&data);CHKERRQ(ierr);
4181     for (j=0;j<pcbddc->benign_n;j++) {
4182       PetscInt primal_idx = pcbddc->local_primal_size - pcbddc->benign_n + j;
4183       for (i=0;i<pcbddc->local_primal_size;i++) {
4184         coarse_submat_vals[primal_idx*pcbddc->local_primal_size+i] = data[i*pcbddc->benign_n+j];
4185         coarse_submat_vals[i*pcbddc->local_primal_size+primal_idx] = data[i*pcbddc->benign_n+j];
4186       }
4187     }
4188     ierr = MatDenseRestoreArray(B0_BPHI,&data);CHKERRQ(ierr);
4189     ierr = MatDestroy(&B0_B);CHKERRQ(ierr);
4190     ierr = MatDestroy(&B0_BPHI);CHKERRQ(ierr);
4191   }
4192 
4193   /* compute other basis functions for non-symmetric problems */
4194   if (!pcbddc->symmetric_primal) {
4195     Mat         B_V=NULL,B_C=NULL;
4196     PetscScalar *marray;
4197 
4198     if (n_constraints) {
4199       Mat S_CCT,C_CRT;
4200 
4201       ierr = MatTranspose(C_CR,MAT_INITIAL_MATRIX,&C_CRT);CHKERRQ(ierr);
4202       ierr = MatTranspose(S_CC,MAT_INITIAL_MATRIX,&S_CCT);CHKERRQ(ierr);
4203       ierr = MatMatMult(C_CRT,S_CCT,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&B_C);CHKERRQ(ierr);
4204       ierr = MatDestroy(&S_CCT);CHKERRQ(ierr);
4205       if (n_vertices) {
4206         Mat S_VCT;
4207 
4208         ierr = MatTranspose(S_VC,MAT_INITIAL_MATRIX,&S_VCT);CHKERRQ(ierr);
4209         ierr = MatMatMult(C_CRT,S_VCT,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&B_V);CHKERRQ(ierr);
4210         ierr = MatDestroy(&S_VCT);CHKERRQ(ierr);
4211       }
4212       ierr = MatDestroy(&C_CRT);CHKERRQ(ierr);
4213     } else {
4214       ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_R,n_vertices,NULL,&B_V);CHKERRQ(ierr);
4215     }
4216     if (n_vertices && n_R) {
4217       PetscScalar    *av,*marray;
4218       const PetscInt *xadj,*adjncy;
4219       PetscInt       n;
4220       PetscBool      flg_row;
4221 
4222       /* B_V = B_V - A_VR^T */
4223       ierr = MatConvert(A_VR,MATSEQAIJ,MAT_INPLACE_MATRIX,&A_VR);CHKERRQ(ierr);
4224       ierr = MatGetRowIJ(A_VR,0,PETSC_FALSE,PETSC_FALSE,&n,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
4225       ierr = MatSeqAIJGetArray(A_VR,&av);CHKERRQ(ierr);
4226       ierr = MatDenseGetArray(B_V,&marray);CHKERRQ(ierr);
4227       for (i=0;i<n;i++) {
4228         PetscInt j;
4229         for (j=xadj[i];j<xadj[i+1];j++) marray[i*n_R + adjncy[j]] -= av[j];
4230       }
4231       ierr = MatDenseRestoreArray(B_V,&marray);CHKERRQ(ierr);
4232       ierr = MatRestoreRowIJ(A_VR,0,PETSC_FALSE,PETSC_FALSE,&n,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
4233       ierr = MatDestroy(&A_VR);CHKERRQ(ierr);
4234     }
4235 
4236     /* currently there's no support for MatTransposeMatSolve(F,B,X) */
4237     if (n_vertices) {
4238       ierr = MatDenseGetArray(B_V,&marray);CHKERRQ(ierr);
4239       for (i=0;i<n_vertices;i++) {
4240         ierr = VecPlaceArray(pcbddc->vec1_R,marray+i*n_R);CHKERRQ(ierr);
4241         ierr = VecPlaceArray(pcbddc->vec2_R,work+i*n_R);CHKERRQ(ierr);
4242         ierr = KSPSolveTranspose(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
4243         ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4244         ierr = VecResetArray(pcbddc->vec2_R);CHKERRQ(ierr);
4245       }
4246       ierr = MatDenseRestoreArray(B_V,&marray);CHKERRQ(ierr);
4247     }
4248     if (B_C) {
4249       ierr = MatDenseGetArray(B_C,&marray);CHKERRQ(ierr);
4250       for (i=n_vertices;i<n_constraints+n_vertices;i++) {
4251         ierr = VecPlaceArray(pcbddc->vec1_R,marray+(i-n_vertices)*n_R);CHKERRQ(ierr);
4252         ierr = VecPlaceArray(pcbddc->vec2_R,work+i*n_R);CHKERRQ(ierr);
4253         ierr = KSPSolveTranspose(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
4254         ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4255         ierr = VecResetArray(pcbddc->vec2_R);CHKERRQ(ierr);
4256       }
4257       ierr = MatDenseRestoreArray(B_C,&marray);CHKERRQ(ierr);
4258     }
4259     /* coarse basis functions */
4260     for (i=0;i<pcbddc->local_primal_size;i++) {
4261       PetscScalar *y;
4262 
4263       ierr = VecPlaceArray(pcbddc->vec1_R,work+i*n_R);CHKERRQ(ierr);
4264       ierr = MatDenseGetArray(pcbddc->coarse_psi_B,&y);CHKERRQ(ierr);
4265       ierr = VecPlaceArray(pcis->vec1_B,y+n_B*i);CHKERRQ(ierr);
4266       ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4267       ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4268       if (i<n_vertices) {
4269         y[n_B*i+idx_V_B[i]] = 1.0;
4270       }
4271       ierr = MatDenseRestoreArray(pcbddc->coarse_psi_B,&y);CHKERRQ(ierr);
4272       ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
4273 
4274       if (pcbddc->switch_static || pcbddc->dbg_flag) {
4275         ierr = MatDenseGetArray(pcbddc->coarse_psi_D,&y);CHKERRQ(ierr);
4276         ierr = VecPlaceArray(pcis->vec1_D,y+n_D*i);CHKERRQ(ierr);
4277         ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4278         ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4279         ierr = VecResetArray(pcis->vec1_D);CHKERRQ(ierr);
4280         ierr = MatDenseRestoreArray(pcbddc->coarse_psi_D,&y);CHKERRQ(ierr);
4281       }
4282       ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4283     }
4284     ierr = MatDestroy(&B_V);CHKERRQ(ierr);
4285     ierr = MatDestroy(&B_C);CHKERRQ(ierr);
4286   }
4287 
4288   /* free memory */
4289   ierr = PetscFree(idx_V_B);CHKERRQ(ierr);
4290   ierr = MatDestroy(&S_VV);CHKERRQ(ierr);
4291   ierr = MatDestroy(&S_CV);CHKERRQ(ierr);
4292   ierr = MatDestroy(&S_VC);CHKERRQ(ierr);
4293   ierr = MatDestroy(&S_CC);CHKERRQ(ierr);
4294   ierr = PetscFree(work);CHKERRQ(ierr);
4295   if (n_vertices) {
4296     ierr = MatDestroy(&A_VR);CHKERRQ(ierr);
4297   }
4298   if (n_constraints) {
4299     ierr = MatDestroy(&C_CR);CHKERRQ(ierr);
4300   }
4301   /* Checking coarse_sub_mat and coarse basis functios */
4302   /* Symmetric case     : It should be \Phi^{(j)^T} A^{(j)} \Phi^{(j)}=coarse_sub_mat */
4303   /* Non-symmetric case : It should be \Psi^{(j)^T} A^{(j)} \Phi^{(j)}=coarse_sub_mat */
4304   if (pcbddc->dbg_flag) {
4305     Mat         coarse_sub_mat;
4306     Mat         AUXMAT,TM1,TM2,TM3,TM4;
4307     Mat         coarse_phi_D,coarse_phi_B;
4308     Mat         coarse_psi_D,coarse_psi_B;
4309     Mat         A_II,A_BB,A_IB,A_BI;
4310     Mat         C_B,CPHI;
4311     IS          is_dummy;
4312     Vec         mones;
4313     MatType     checkmattype=MATSEQAIJ;
4314     PetscReal   real_value;
4315 
4316     if (pcbddc->benign_n && !pcbddc->benign_change_explicit) {
4317       Mat A;
4318       ierr = PCBDDCBenignProject(pc,NULL,NULL,&A);CHKERRQ(ierr);
4319       ierr = MatCreateSubMatrix(A,pcis->is_I_local,pcis->is_I_local,MAT_INITIAL_MATRIX,&A_II);CHKERRQ(ierr);
4320       ierr = MatCreateSubMatrix(A,pcis->is_I_local,pcis->is_B_local,MAT_INITIAL_MATRIX,&A_IB);CHKERRQ(ierr);
4321       ierr = MatCreateSubMatrix(A,pcis->is_B_local,pcis->is_I_local,MAT_INITIAL_MATRIX,&A_BI);CHKERRQ(ierr);
4322       ierr = MatCreateSubMatrix(A,pcis->is_B_local,pcis->is_B_local,MAT_INITIAL_MATRIX,&A_BB);CHKERRQ(ierr);
4323       ierr = MatDestroy(&A);CHKERRQ(ierr);
4324     } else {
4325       ierr = MatConvert(pcis->A_II,checkmattype,MAT_INITIAL_MATRIX,&A_II);CHKERRQ(ierr);
4326       ierr = MatConvert(pcis->A_IB,checkmattype,MAT_INITIAL_MATRIX,&A_IB);CHKERRQ(ierr);
4327       ierr = MatConvert(pcis->A_BI,checkmattype,MAT_INITIAL_MATRIX,&A_BI);CHKERRQ(ierr);
4328       ierr = MatConvert(pcis->A_BB,checkmattype,MAT_INITIAL_MATRIX,&A_BB);CHKERRQ(ierr);
4329     }
4330     ierr = MatConvert(pcbddc->coarse_phi_D,checkmattype,MAT_INITIAL_MATRIX,&coarse_phi_D);CHKERRQ(ierr);
4331     ierr = MatConvert(pcbddc->coarse_phi_B,checkmattype,MAT_INITIAL_MATRIX,&coarse_phi_B);CHKERRQ(ierr);
4332     if (!pcbddc->symmetric_primal) {
4333       ierr = MatConvert(pcbddc->coarse_psi_D,checkmattype,MAT_INITIAL_MATRIX,&coarse_psi_D);CHKERRQ(ierr);
4334       ierr = MatConvert(pcbddc->coarse_psi_B,checkmattype,MAT_INITIAL_MATRIX,&coarse_psi_B);CHKERRQ(ierr);
4335     }
4336     ierr = MatCreateSeqDense(PETSC_COMM_SELF,pcbddc->local_primal_size,pcbddc->local_primal_size,coarse_submat_vals,&coarse_sub_mat);CHKERRQ(ierr);
4337 
4338     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
4339     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Check coarse sub mat computation (symmetric %d)\n",pcbddc->symmetric_primal);CHKERRQ(ierr);
4340     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
4341     if (!pcbddc->symmetric_primal) {
4342       ierr = MatMatMult(A_II,coarse_phi_D,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4343       ierr = MatTransposeMatMult(coarse_psi_D,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM1);CHKERRQ(ierr);
4344       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4345       ierr = MatMatMult(A_BB,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4346       ierr = MatTransposeMatMult(coarse_psi_B,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM2);CHKERRQ(ierr);
4347       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4348       ierr = MatMatMult(A_IB,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4349       ierr = MatTransposeMatMult(coarse_psi_D,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM3);CHKERRQ(ierr);
4350       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4351       ierr = MatMatMult(A_BI,coarse_phi_D,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4352       ierr = MatTransposeMatMult(coarse_psi_B,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM4);CHKERRQ(ierr);
4353       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4354     } else {
4355       ierr = MatPtAP(A_II,coarse_phi_D,MAT_INITIAL_MATRIX,1.0,&TM1);CHKERRQ(ierr);
4356       ierr = MatPtAP(A_BB,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&TM2);CHKERRQ(ierr);
4357       ierr = MatMatMult(A_IB,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4358       ierr = MatTransposeMatMult(coarse_phi_D,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM3);CHKERRQ(ierr);
4359       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4360       ierr = MatMatMult(A_BI,coarse_phi_D,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4361       ierr = MatTransposeMatMult(coarse_phi_B,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM4);CHKERRQ(ierr);
4362       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4363     }
4364     ierr = MatAXPY(TM1,one,TM2,DIFFERENT_NONZERO_PATTERN);CHKERRQ(ierr);
4365     ierr = MatAXPY(TM1,one,TM3,DIFFERENT_NONZERO_PATTERN);CHKERRQ(ierr);
4366     ierr = MatAXPY(TM1,one,TM4,DIFFERENT_NONZERO_PATTERN);CHKERRQ(ierr);
4367     ierr = MatConvert(TM1,MATSEQDENSE,MAT_INPLACE_MATRIX,&TM1);CHKERRQ(ierr);
4368     if (pcbddc->benign_n) {
4369       Mat         B0_B,B0_BPHI;
4370       PetscScalar *data,*data2;
4371       PetscInt    j;
4372 
4373       ierr = ISCreateStride(PETSC_COMM_SELF,pcbddc->benign_n,0,1,&is_dummy);CHKERRQ(ierr);
4374       ierr = MatCreateSubMatrix(pcbddc->benign_B0,is_dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B0_B);CHKERRQ(ierr);
4375       ierr = MatMatMult(B0_B,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&B0_BPHI);CHKERRQ(ierr);
4376       ierr = MatConvert(B0_BPHI,MATSEQDENSE,MAT_INPLACE_MATRIX,&B0_BPHI);CHKERRQ(ierr);
4377       ierr = MatDenseGetArray(TM1,&data);CHKERRQ(ierr);
4378       ierr = MatDenseGetArray(B0_BPHI,&data2);CHKERRQ(ierr);
4379       for (j=0;j<pcbddc->benign_n;j++) {
4380         PetscInt primal_idx = pcbddc->local_primal_size - pcbddc->benign_n + j;
4381         for (i=0;i<pcbddc->local_primal_size;i++) {
4382           data[primal_idx*pcbddc->local_primal_size+i] += data2[i*pcbddc->benign_n+j];
4383           data[i*pcbddc->local_primal_size+primal_idx] += data2[i*pcbddc->benign_n+j];
4384         }
4385       }
4386       ierr = MatDenseRestoreArray(TM1,&data);CHKERRQ(ierr);
4387       ierr = MatDenseRestoreArray(B0_BPHI,&data2);CHKERRQ(ierr);
4388       ierr = MatDestroy(&B0_B);CHKERRQ(ierr);
4389       ierr = ISDestroy(&is_dummy);CHKERRQ(ierr);
4390       ierr = MatDestroy(&B0_BPHI);CHKERRQ(ierr);
4391     }
4392 #if 0
4393   {
4394     PetscViewer viewer;
4395     char filename[256];
4396     sprintf(filename,"details_local_coarse_mat%d_level%d.m",PetscGlobalRank,pcbddc->current_level);
4397     ierr = PetscViewerASCIIOpen(PETSC_COMM_SELF,filename,&viewer);CHKERRQ(ierr);
4398     ierr = PetscViewerPushFormat(viewer,PETSC_VIEWER_ASCII_MATLAB);CHKERRQ(ierr);
4399     ierr = PetscObjectSetName((PetscObject)coarse_sub_mat,"computed");CHKERRQ(ierr);
4400     ierr = MatView(coarse_sub_mat,viewer);CHKERRQ(ierr);
4401     ierr = PetscObjectSetName((PetscObject)TM1,"projected");CHKERRQ(ierr);
4402     ierr = MatView(TM1,viewer);CHKERRQ(ierr);
4403     if (pcbddc->coarse_phi_B) {
4404       ierr = PetscObjectSetName((PetscObject)pcbddc->coarse_phi_B,"phi_B");CHKERRQ(ierr);
4405       ierr = MatView(pcbddc->coarse_phi_B,viewer);CHKERRQ(ierr);
4406     }
4407     if (pcbddc->coarse_phi_D) {
4408       ierr = PetscObjectSetName((PetscObject)pcbddc->coarse_phi_D,"phi_D");CHKERRQ(ierr);
4409       ierr = MatView(pcbddc->coarse_phi_D,viewer);CHKERRQ(ierr);
4410     }
4411     if (pcbddc->coarse_psi_B) {
4412       ierr = PetscObjectSetName((PetscObject)pcbddc->coarse_psi_B,"psi_B");CHKERRQ(ierr);
4413       ierr = MatView(pcbddc->coarse_psi_B,viewer);CHKERRQ(ierr);
4414     }
4415     if (pcbddc->coarse_psi_D) {
4416       ierr = PetscObjectSetName((PetscObject)pcbddc->coarse_psi_D,"psi_D");CHKERRQ(ierr);
4417       ierr = MatView(pcbddc->coarse_psi_D,viewer);CHKERRQ(ierr);
4418     }
4419     ierr = PetscViewerDestroy(&viewer);CHKERRQ(ierr);
4420   }
4421 #endif
4422     ierr = MatAXPY(TM1,m_one,coarse_sub_mat,DIFFERENT_NONZERO_PATTERN);CHKERRQ(ierr);
4423     ierr = MatNorm(TM1,NORM_FROBENIUS,&real_value);CHKERRQ(ierr);
4424     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
4425     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d          matrix error % 1.14e\n",PetscGlobalRank,real_value);CHKERRQ(ierr);
4426 
4427     /* check constraints */
4428     ierr = ISCreateStride(PETSC_COMM_SELF,pcbddc->local_primal_size-pcbddc->benign_n,0,1,&is_dummy);CHKERRQ(ierr);
4429     ierr = MatCreateSubMatrix(pcbddc->ConstraintMatrix,is_dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&C_B);CHKERRQ(ierr);
4430     if (!pcbddc->benign_n) { /* TODO: add benign case */
4431       ierr = MatMatMult(C_B,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&CPHI);CHKERRQ(ierr);
4432     } else {
4433       PetscScalar *data;
4434       Mat         tmat;
4435       ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&data);CHKERRQ(ierr);
4436       ierr = MatCreateSeqDense(PETSC_COMM_SELF,pcis->n_B,pcbddc->local_primal_size-pcbddc->benign_n,data,&tmat);CHKERRQ(ierr);
4437       ierr = MatDenseRestoreArray(pcbddc->coarse_phi_B,&data);CHKERRQ(ierr);
4438       ierr = MatMatMult(C_B,tmat,MAT_INITIAL_MATRIX,1.0,&CPHI);CHKERRQ(ierr);
4439       ierr = MatDestroy(&tmat);CHKERRQ(ierr);
4440     }
4441     ierr = MatCreateVecs(CPHI,&mones,NULL);CHKERRQ(ierr);
4442     ierr = VecSet(mones,-1.0);CHKERRQ(ierr);
4443     ierr = MatDiagonalSet(CPHI,mones,ADD_VALUES);CHKERRQ(ierr);
4444     ierr = MatNorm(CPHI,NORM_FROBENIUS,&real_value);CHKERRQ(ierr);
4445     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d phi constraints error % 1.14e\n",PetscGlobalRank,real_value);CHKERRQ(ierr);
4446     if (!pcbddc->symmetric_primal) {
4447       ierr = MatMatMult(C_B,coarse_psi_B,MAT_REUSE_MATRIX,1.0,&CPHI);CHKERRQ(ierr);
4448       ierr = VecSet(mones,-1.0);CHKERRQ(ierr);
4449       ierr = MatDiagonalSet(CPHI,mones,ADD_VALUES);CHKERRQ(ierr);
4450       ierr = MatNorm(CPHI,NORM_FROBENIUS,&real_value);CHKERRQ(ierr);
4451       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d psi constraints error % 1.14e\n",PetscGlobalRank,real_value);CHKERRQ(ierr);
4452     }
4453     ierr = MatDestroy(&C_B);CHKERRQ(ierr);
4454     ierr = MatDestroy(&CPHI);CHKERRQ(ierr);
4455     ierr = ISDestroy(&is_dummy);CHKERRQ(ierr);
4456     ierr = VecDestroy(&mones);CHKERRQ(ierr);
4457     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
4458     ierr = MatDestroy(&A_II);CHKERRQ(ierr);
4459     ierr = MatDestroy(&A_BB);CHKERRQ(ierr);
4460     ierr = MatDestroy(&A_IB);CHKERRQ(ierr);
4461     ierr = MatDestroy(&A_BI);CHKERRQ(ierr);
4462     ierr = MatDestroy(&TM1);CHKERRQ(ierr);
4463     ierr = MatDestroy(&TM2);CHKERRQ(ierr);
4464     ierr = MatDestroy(&TM3);CHKERRQ(ierr);
4465     ierr = MatDestroy(&TM4);CHKERRQ(ierr);
4466     ierr = MatDestroy(&coarse_phi_D);CHKERRQ(ierr);
4467     ierr = MatDestroy(&coarse_phi_B);CHKERRQ(ierr);
4468     if (!pcbddc->symmetric_primal) {
4469       ierr = MatDestroy(&coarse_psi_D);CHKERRQ(ierr);
4470       ierr = MatDestroy(&coarse_psi_B);CHKERRQ(ierr);
4471     }
4472     ierr = MatDestroy(&coarse_sub_mat);CHKERRQ(ierr);
4473   }
4474   /* get back data */
4475   *coarse_submat_vals_n = coarse_submat_vals;
4476   PetscFunctionReturn(0);
4477 }
4478 
4479 PetscErrorCode MatCreateSubMatrixUnsorted(Mat A, IS isrow, IS iscol, Mat* B)
4480 {
4481   Mat            *work_mat;
4482   IS             isrow_s,iscol_s;
4483   PetscBool      rsorted,csorted;
4484   PetscInt       rsize,*idxs_perm_r=NULL,csize,*idxs_perm_c=NULL;
4485   PetscErrorCode ierr;
4486 
4487   PetscFunctionBegin;
4488   ierr = ISSorted(isrow,&rsorted);CHKERRQ(ierr);
4489   ierr = ISSorted(iscol,&csorted);CHKERRQ(ierr);
4490   ierr = ISGetLocalSize(isrow,&rsize);CHKERRQ(ierr);
4491   ierr = ISGetLocalSize(iscol,&csize);CHKERRQ(ierr);
4492 
4493   if (!rsorted) {
4494     const PetscInt *idxs;
4495     PetscInt *idxs_sorted,i;
4496 
4497     ierr = PetscMalloc1(rsize,&idxs_perm_r);CHKERRQ(ierr);
4498     ierr = PetscMalloc1(rsize,&idxs_sorted);CHKERRQ(ierr);
4499     for (i=0;i<rsize;i++) {
4500       idxs_perm_r[i] = i;
4501     }
4502     ierr = ISGetIndices(isrow,&idxs);CHKERRQ(ierr);
4503     ierr = PetscSortIntWithPermutation(rsize,idxs,idxs_perm_r);CHKERRQ(ierr);
4504     for (i=0;i<rsize;i++) {
4505       idxs_sorted[i] = idxs[idxs_perm_r[i]];
4506     }
4507     ierr = ISRestoreIndices(isrow,&idxs);CHKERRQ(ierr);
4508     ierr = ISCreateGeneral(PETSC_COMM_SELF,rsize,idxs_sorted,PETSC_OWN_POINTER,&isrow_s);CHKERRQ(ierr);
4509   } else {
4510     ierr = PetscObjectReference((PetscObject)isrow);CHKERRQ(ierr);
4511     isrow_s = isrow;
4512   }
4513 
4514   if (!csorted) {
4515     if (isrow == iscol) {
4516       ierr = PetscObjectReference((PetscObject)isrow_s);CHKERRQ(ierr);
4517       iscol_s = isrow_s;
4518     } else {
4519       const PetscInt *idxs;
4520       PetscInt       *idxs_sorted,i;
4521 
4522       ierr = PetscMalloc1(csize,&idxs_perm_c);CHKERRQ(ierr);
4523       ierr = PetscMalloc1(csize,&idxs_sorted);CHKERRQ(ierr);
4524       for (i=0;i<csize;i++) {
4525         idxs_perm_c[i] = i;
4526       }
4527       ierr = ISGetIndices(iscol,&idxs);CHKERRQ(ierr);
4528       ierr = PetscSortIntWithPermutation(csize,idxs,idxs_perm_c);CHKERRQ(ierr);
4529       for (i=0;i<csize;i++) {
4530         idxs_sorted[i] = idxs[idxs_perm_c[i]];
4531       }
4532       ierr = ISRestoreIndices(iscol,&idxs);CHKERRQ(ierr);
4533       ierr = ISCreateGeneral(PETSC_COMM_SELF,csize,idxs_sorted,PETSC_OWN_POINTER,&iscol_s);CHKERRQ(ierr);
4534     }
4535   } else {
4536     ierr = PetscObjectReference((PetscObject)iscol);CHKERRQ(ierr);
4537     iscol_s = iscol;
4538   }
4539 
4540   ierr = MatCreateSubMatrices(A,1,&isrow_s,&iscol_s,MAT_INITIAL_MATRIX,&work_mat);CHKERRQ(ierr);
4541 
4542   if (!rsorted || !csorted) {
4543     Mat      new_mat;
4544     IS       is_perm_r,is_perm_c;
4545 
4546     if (!rsorted) {
4547       PetscInt *idxs_r,i;
4548       ierr = PetscMalloc1(rsize,&idxs_r);CHKERRQ(ierr);
4549       for (i=0;i<rsize;i++) {
4550         idxs_r[idxs_perm_r[i]] = i;
4551       }
4552       ierr = PetscFree(idxs_perm_r);CHKERRQ(ierr);
4553       ierr = ISCreateGeneral(PETSC_COMM_SELF,rsize,idxs_r,PETSC_OWN_POINTER,&is_perm_r);CHKERRQ(ierr);
4554     } else {
4555       ierr = ISCreateStride(PETSC_COMM_SELF,rsize,0,1,&is_perm_r);CHKERRQ(ierr);
4556     }
4557     ierr = ISSetPermutation(is_perm_r);CHKERRQ(ierr);
4558 
4559     if (!csorted) {
4560       if (isrow_s == iscol_s) {
4561         ierr = PetscObjectReference((PetscObject)is_perm_r);CHKERRQ(ierr);
4562         is_perm_c = is_perm_r;
4563       } else {
4564         PetscInt *idxs_c,i;
4565         if (!idxs_perm_c) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Permutation array not present");
4566         ierr = PetscMalloc1(csize,&idxs_c);CHKERRQ(ierr);
4567         for (i=0;i<csize;i++) {
4568           idxs_c[idxs_perm_c[i]] = i;
4569         }
4570         ierr = PetscFree(idxs_perm_c);CHKERRQ(ierr);
4571         ierr = ISCreateGeneral(PETSC_COMM_SELF,csize,idxs_c,PETSC_OWN_POINTER,&is_perm_c);CHKERRQ(ierr);
4572       }
4573     } else {
4574       ierr = ISCreateStride(PETSC_COMM_SELF,csize,0,1,&is_perm_c);CHKERRQ(ierr);
4575     }
4576     ierr = ISSetPermutation(is_perm_c);CHKERRQ(ierr);
4577 
4578     ierr = MatPermute(work_mat[0],is_perm_r,is_perm_c,&new_mat);CHKERRQ(ierr);
4579     ierr = MatDestroy(&work_mat[0]);CHKERRQ(ierr);
4580     work_mat[0] = new_mat;
4581     ierr = ISDestroy(&is_perm_r);CHKERRQ(ierr);
4582     ierr = ISDestroy(&is_perm_c);CHKERRQ(ierr);
4583   }
4584 
4585   ierr = PetscObjectReference((PetscObject)work_mat[0]);CHKERRQ(ierr);
4586   *B = work_mat[0];
4587   ierr = MatDestroyMatrices(1,&work_mat);CHKERRQ(ierr);
4588   ierr = ISDestroy(&isrow_s);CHKERRQ(ierr);
4589   ierr = ISDestroy(&iscol_s);CHKERRQ(ierr);
4590   PetscFunctionReturn(0);
4591 }
4592 
4593 PetscErrorCode PCBDDCComputeLocalMatrix(PC pc, Mat ChangeOfBasisMatrix)
4594 {
4595   Mat_IS*        matis = (Mat_IS*)pc->pmat->data;
4596   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
4597   Mat            new_mat,lA;
4598   IS             is_local,is_global;
4599   PetscInt       local_size;
4600   PetscBool      isseqaij;
4601   PetscErrorCode ierr;
4602 
4603   PetscFunctionBegin;
4604   ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
4605   ierr = MatGetSize(matis->A,&local_size,NULL);CHKERRQ(ierr);
4606   ierr = ISCreateStride(PetscObjectComm((PetscObject)matis->A),local_size,0,1,&is_local);CHKERRQ(ierr);
4607   ierr = ISLocalToGlobalMappingApplyIS(pc->pmat->rmap->mapping,is_local,&is_global);CHKERRQ(ierr);
4608   ierr = ISDestroy(&is_local);CHKERRQ(ierr);
4609   ierr = MatCreateSubMatrixUnsorted(ChangeOfBasisMatrix,is_global,is_global,&new_mat);CHKERRQ(ierr);
4610   ierr = ISDestroy(&is_global);CHKERRQ(ierr);
4611 
4612   /* check */
4613   if (pcbddc->dbg_flag) {
4614     Vec       x,x_change;
4615     PetscReal error;
4616 
4617     ierr = MatCreateVecs(ChangeOfBasisMatrix,&x,&x_change);CHKERRQ(ierr);
4618     ierr = VecSetRandom(x,NULL);CHKERRQ(ierr);
4619     ierr = MatMult(ChangeOfBasisMatrix,x,x_change);CHKERRQ(ierr);
4620     ierr = VecScatterBegin(matis->cctx,x,matis->x,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4621     ierr = VecScatterEnd(matis->cctx,x,matis->x,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4622     ierr = MatMult(new_mat,matis->x,matis->y);CHKERRQ(ierr);
4623     if (!pcbddc->change_interior) {
4624       const PetscScalar *x,*y,*v;
4625       PetscReal         lerror = 0.;
4626       PetscInt          i;
4627 
4628       ierr = VecGetArrayRead(matis->x,&x);CHKERRQ(ierr);
4629       ierr = VecGetArrayRead(matis->y,&y);CHKERRQ(ierr);
4630       ierr = VecGetArrayRead(matis->counter,&v);CHKERRQ(ierr);
4631       for (i=0;i<local_size;i++)
4632         if (PetscRealPart(v[i]) < 1.5 && PetscAbsScalar(x[i]-y[i]) > lerror)
4633           lerror = PetscAbsScalar(x[i]-y[i]);
4634       ierr = VecRestoreArrayRead(matis->x,&x);CHKERRQ(ierr);
4635       ierr = VecRestoreArrayRead(matis->y,&y);CHKERRQ(ierr);
4636       ierr = VecRestoreArrayRead(matis->counter,&v);CHKERRQ(ierr);
4637       ierr = MPIU_Allreduce(&lerror,&error,1,MPIU_REAL,MPI_MAX,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
4638       if (error > PETSC_SMALL) {
4639         if (!pcbddc->user_ChangeOfBasisMatrix || pcbddc->current_level) {
4640           SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"Error global vs local change on I: %1.6e\n",error);
4641         } else {
4642           SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_USER,"Error global vs local change on I: %1.6e\n",error);
4643         }
4644       }
4645     }
4646     ierr = VecScatterBegin(matis->rctx,matis->y,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
4647     ierr = VecScatterEnd(matis->rctx,matis->y,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
4648     ierr = VecAXPY(x,-1.0,x_change);CHKERRQ(ierr);
4649     ierr = VecNorm(x,NORM_INFINITY,&error);CHKERRQ(ierr);
4650     if (error > PETSC_SMALL) {
4651       if (!pcbddc->user_ChangeOfBasisMatrix || pcbddc->current_level) {
4652         SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"Error global vs local change on N: %1.6e\n",error);
4653       } else {
4654         SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_USER,"Error global vs local change on N: %1.6e\n",error);
4655       }
4656     }
4657     ierr = VecDestroy(&x);CHKERRQ(ierr);
4658     ierr = VecDestroy(&x_change);CHKERRQ(ierr);
4659   }
4660 
4661   /* lA is present if we are setting up an inner BDDC for a saddle point FETI-DP */
4662   ierr = PetscObjectQuery((PetscObject)pc,"__KSPFETIDP_lA" ,(PetscObject*)&lA);CHKERRQ(ierr);
4663 
4664   /* TODO: HOW TO WORK WITH BAIJ and SBAIJ and SEQDENSE? */
4665   ierr = PetscObjectTypeCompare((PetscObject)matis->A,MATSEQAIJ,&isseqaij);CHKERRQ(ierr);
4666   if (isseqaij) {
4667     ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
4668     ierr = MatPtAP(matis->A,new_mat,MAT_INITIAL_MATRIX,2.0,&pcbddc->local_mat);CHKERRQ(ierr);
4669     if (lA) {
4670       Mat work;
4671       ierr = MatPtAP(lA,new_mat,MAT_INITIAL_MATRIX,2.0,&work);CHKERRQ(ierr);
4672       ierr = PetscObjectCompose((PetscObject)pc,"__KSPFETIDP_lA" ,(PetscObject)work);CHKERRQ(ierr);
4673       ierr = MatDestroy(&work);CHKERRQ(ierr);
4674     }
4675   } else {
4676     Mat work_mat;
4677 
4678     ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
4679     ierr = MatConvert(matis->A,MATSEQAIJ,MAT_INITIAL_MATRIX,&work_mat);CHKERRQ(ierr);
4680     ierr = MatPtAP(work_mat,new_mat,MAT_INITIAL_MATRIX,2.0,&pcbddc->local_mat);CHKERRQ(ierr);
4681     ierr = MatDestroy(&work_mat);CHKERRQ(ierr);
4682     if (lA) {
4683       Mat work;
4684       ierr = MatConvert(lA,MATSEQAIJ,MAT_INITIAL_MATRIX,&work_mat);CHKERRQ(ierr);
4685       ierr = MatPtAP(work_mat,new_mat,MAT_INITIAL_MATRIX,2.0,&work);CHKERRQ(ierr);
4686       ierr = PetscObjectCompose((PetscObject)pc,"__KSPFETIDP_lA" ,(PetscObject)work);CHKERRQ(ierr);
4687       ierr = MatDestroy(&work);CHKERRQ(ierr);
4688     }
4689   }
4690   if (matis->A->symmetric_set) {
4691     ierr = MatSetOption(pcbddc->local_mat,MAT_SYMMETRIC,matis->A->symmetric);CHKERRQ(ierr);
4692 #if !defined(PETSC_USE_COMPLEX)
4693     ierr = MatSetOption(pcbddc->local_mat,MAT_HERMITIAN,matis->A->symmetric);CHKERRQ(ierr);
4694 #endif
4695   }
4696   ierr = MatDestroy(&new_mat);CHKERRQ(ierr);
4697   PetscFunctionReturn(0);
4698 }
4699 
4700 PetscErrorCode PCBDDCSetUpLocalScatters(PC pc)
4701 {
4702   PC_IS*          pcis = (PC_IS*)(pc->data);
4703   PC_BDDC*        pcbddc = (PC_BDDC*)pc->data;
4704   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
4705   PetscInt        *idx_R_local=NULL;
4706   PetscInt        n_vertices,i,j,n_R,n_D,n_B;
4707   PetscInt        vbs,bs;
4708   PetscBT         bitmask=NULL;
4709   PetscErrorCode  ierr;
4710 
4711   PetscFunctionBegin;
4712   /*
4713     No need to setup local scatters if
4714       - primal space is unchanged
4715         AND
4716       - we actually have locally some primal dofs (could not be true in multilevel or for isolated subdomains)
4717         AND
4718       - we are not in debugging mode (this is needed since there are Synchronized prints at the end of the subroutine
4719   */
4720   if (!pcbddc->new_primal_space_local && pcbddc->local_primal_size && !pcbddc->dbg_flag) {
4721     PetscFunctionReturn(0);
4722   }
4723   /* destroy old objects */
4724   ierr = ISDestroy(&pcbddc->is_R_local);CHKERRQ(ierr);
4725   ierr = VecScatterDestroy(&pcbddc->R_to_B);CHKERRQ(ierr);
4726   ierr = VecScatterDestroy(&pcbddc->R_to_D);CHKERRQ(ierr);
4727   /* Set Non-overlapping dimensions */
4728   n_B = pcis->n_B;
4729   n_D = pcis->n - n_B;
4730   n_vertices = pcbddc->n_vertices;
4731 
4732   /* Dohrmann's notation: dofs splitted in R (Remaining: all dofs but the vertices) and V (Vertices) */
4733 
4734   /* create auxiliary bitmask and allocate workspace */
4735   if (!sub_schurs || !sub_schurs->reuse_solver) {
4736     ierr = PetscMalloc1(pcis->n-n_vertices,&idx_R_local);CHKERRQ(ierr);
4737     ierr = PetscBTCreate(pcis->n,&bitmask);CHKERRQ(ierr);
4738     for (i=0;i<n_vertices;i++) {
4739       ierr = PetscBTSet(bitmask,pcbddc->local_primal_ref_node[i]);CHKERRQ(ierr);
4740     }
4741 
4742     for (i=0, n_R=0; i<pcis->n; i++) {
4743       if (!PetscBTLookup(bitmask,i)) {
4744         idx_R_local[n_R++] = i;
4745       }
4746     }
4747   } else { /* A different ordering (already computed) is present if we are reusing the Schur solver */
4748     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4749 
4750     ierr = ISGetIndices(reuse_solver->is_R,(const PetscInt**)&idx_R_local);CHKERRQ(ierr);
4751     ierr = ISGetLocalSize(reuse_solver->is_R,&n_R);CHKERRQ(ierr);
4752   }
4753 
4754   /* Block code */
4755   vbs = 1;
4756   ierr = MatGetBlockSize(pcbddc->local_mat,&bs);CHKERRQ(ierr);
4757   if (bs>1 && !(n_vertices%bs)) {
4758     PetscBool is_blocked = PETSC_TRUE;
4759     PetscInt  *vary;
4760     if (!sub_schurs || !sub_schurs->reuse_solver) {
4761       ierr = PetscMalloc1(pcis->n/bs,&vary);CHKERRQ(ierr);
4762       ierr = PetscMemzero(vary,pcis->n/bs*sizeof(PetscInt));CHKERRQ(ierr);
4763       /* Verify that the vertex indices correspond to each element in a block (code taken from sbaij2.c) */
4764       /* it is ok to check this way since local_primal_ref_node are always sorted by local numbering and idx_R_local is obtained as a complement */
4765       for (i=0; i<n_vertices; i++) vary[pcbddc->local_primal_ref_node[i]/bs]++;
4766       for (i=0; i<pcis->n/bs; i++) {
4767         if (vary[i]!=0 && vary[i]!=bs) {
4768           is_blocked = PETSC_FALSE;
4769           break;
4770         }
4771       }
4772       ierr = PetscFree(vary);CHKERRQ(ierr);
4773     } else {
4774       /* Verify directly the R set */
4775       for (i=0; i<n_R/bs; i++) {
4776         PetscInt j,node=idx_R_local[bs*i];
4777         for (j=1; j<bs; j++) {
4778           if (node != idx_R_local[bs*i+j]-j) {
4779             is_blocked = PETSC_FALSE;
4780             break;
4781           }
4782         }
4783       }
4784     }
4785     if (is_blocked) { /* build compressed IS for R nodes (complement of vertices) */
4786       vbs = bs;
4787       for (i=0;i<n_R/vbs;i++) {
4788         idx_R_local[i] = idx_R_local[vbs*i]/vbs;
4789       }
4790     }
4791   }
4792   ierr = ISCreateBlock(PETSC_COMM_SELF,vbs,n_R/vbs,idx_R_local,PETSC_COPY_VALUES,&pcbddc->is_R_local);CHKERRQ(ierr);
4793   if (sub_schurs && sub_schurs->reuse_solver) {
4794     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4795 
4796     ierr = ISRestoreIndices(reuse_solver->is_R,(const PetscInt**)&idx_R_local);CHKERRQ(ierr);
4797     ierr = ISDestroy(&reuse_solver->is_R);CHKERRQ(ierr);
4798     ierr = PetscObjectReference((PetscObject)pcbddc->is_R_local);CHKERRQ(ierr);
4799     reuse_solver->is_R = pcbddc->is_R_local;
4800   } else {
4801     ierr = PetscFree(idx_R_local);CHKERRQ(ierr);
4802   }
4803 
4804   /* print some info if requested */
4805   if (pcbddc->dbg_flag) {
4806     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
4807     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
4808     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
4809     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d local dimensions\n",PetscGlobalRank);CHKERRQ(ierr);
4810     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"local_size = %d, dirichlet_size = %d, boundary_size = %d\n",pcis->n,n_D,n_B);CHKERRQ(ierr);
4811     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"r_size = %d, v_size = %d, constraints = %d, local_primal_size = %d\n",n_R,n_vertices,pcbddc->local_primal_size-n_vertices-pcbddc->benign_n,pcbddc->local_primal_size);CHKERRQ(ierr);
4812     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
4813   }
4814 
4815   /* VecScatters pcbddc->R_to_B and (optionally) pcbddc->R_to_D */
4816   if (!sub_schurs || !sub_schurs->reuse_solver) {
4817     IS       is_aux1,is_aux2;
4818     PetscInt *aux_array1,*aux_array2,*is_indices,*idx_R_local;
4819 
4820     ierr = ISGetIndices(pcbddc->is_R_local,(const PetscInt**)&idx_R_local);CHKERRQ(ierr);
4821     ierr = PetscMalloc1(pcis->n_B-n_vertices,&aux_array1);CHKERRQ(ierr);
4822     ierr = PetscMalloc1(pcis->n_B-n_vertices,&aux_array2);CHKERRQ(ierr);
4823     ierr = ISGetIndices(pcis->is_I_local,(const PetscInt**)&is_indices);CHKERRQ(ierr);
4824     for (i=0; i<n_D; i++) {
4825       ierr = PetscBTSet(bitmask,is_indices[i]);CHKERRQ(ierr);
4826     }
4827     ierr = ISRestoreIndices(pcis->is_I_local,(const PetscInt**)&is_indices);CHKERRQ(ierr);
4828     for (i=0, j=0; i<n_R; i++) {
4829       if (!PetscBTLookup(bitmask,idx_R_local[i])) {
4830         aux_array1[j++] = i;
4831       }
4832     }
4833     ierr = ISCreateGeneral(PETSC_COMM_SELF,j,aux_array1,PETSC_OWN_POINTER,&is_aux1);CHKERRQ(ierr);
4834     ierr = ISGetIndices(pcis->is_B_local,(const PetscInt**)&is_indices);CHKERRQ(ierr);
4835     for (i=0, j=0; i<n_B; i++) {
4836       if (!PetscBTLookup(bitmask,is_indices[i])) {
4837         aux_array2[j++] = i;
4838       }
4839     }
4840     ierr = ISRestoreIndices(pcis->is_B_local,(const PetscInt**)&is_indices);CHKERRQ(ierr);
4841     ierr = ISCreateGeneral(PETSC_COMM_SELF,j,aux_array2,PETSC_OWN_POINTER,&is_aux2);CHKERRQ(ierr);
4842     ierr = VecScatterCreate(pcbddc->vec1_R,is_aux1,pcis->vec1_B,is_aux2,&pcbddc->R_to_B);CHKERRQ(ierr);
4843     ierr = ISDestroy(&is_aux1);CHKERRQ(ierr);
4844     ierr = ISDestroy(&is_aux2);CHKERRQ(ierr);
4845 
4846     if (pcbddc->switch_static || pcbddc->dbg_flag) {
4847       ierr = PetscMalloc1(n_D,&aux_array1);CHKERRQ(ierr);
4848       for (i=0, j=0; i<n_R; i++) {
4849         if (PetscBTLookup(bitmask,idx_R_local[i])) {
4850           aux_array1[j++] = i;
4851         }
4852       }
4853       ierr = ISCreateGeneral(PETSC_COMM_SELF,j,aux_array1,PETSC_OWN_POINTER,&is_aux1);CHKERRQ(ierr);
4854       ierr = VecScatterCreate(pcbddc->vec1_R,is_aux1,pcis->vec1_D,(IS)0,&pcbddc->R_to_D);CHKERRQ(ierr);
4855       ierr = ISDestroy(&is_aux1);CHKERRQ(ierr);
4856     }
4857     ierr = PetscBTDestroy(&bitmask);CHKERRQ(ierr);
4858     ierr = ISRestoreIndices(pcbddc->is_R_local,(const PetscInt**)&idx_R_local);CHKERRQ(ierr);
4859   } else {
4860     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4861     IS                 tis;
4862     PetscInt           schur_size;
4863 
4864     ierr = ISGetLocalSize(reuse_solver->is_B,&schur_size);CHKERRQ(ierr);
4865     ierr = ISCreateStride(PETSC_COMM_SELF,schur_size,n_D,1,&tis);CHKERRQ(ierr);
4866     ierr = VecScatterCreate(pcbddc->vec1_R,tis,pcis->vec1_B,reuse_solver->is_B,&pcbddc->R_to_B);CHKERRQ(ierr);
4867     ierr = ISDestroy(&tis);CHKERRQ(ierr);
4868     if (pcbddc->switch_static || pcbddc->dbg_flag) {
4869       ierr = ISCreateStride(PETSC_COMM_SELF,n_D,0,1,&tis);CHKERRQ(ierr);
4870       ierr = VecScatterCreate(pcbddc->vec1_R,tis,pcis->vec1_D,(IS)0,&pcbddc->R_to_D);CHKERRQ(ierr);
4871       ierr = ISDestroy(&tis);CHKERRQ(ierr);
4872     }
4873   }
4874   PetscFunctionReturn(0);
4875 }
4876 
4877 
4878 PetscErrorCode PCBDDCSetUpLocalSolvers(PC pc, PetscBool dirichlet, PetscBool neumann)
4879 {
4880   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
4881   PC_IS          *pcis = (PC_IS*)pc->data;
4882   PC             pc_temp;
4883   Mat            A_RR;
4884   MatReuse       reuse;
4885   PetscScalar    m_one = -1.0;
4886   PetscReal      value;
4887   PetscInt       n_D,n_R;
4888   PetscBool      check_corr,issbaij;
4889   PetscErrorCode ierr;
4890   /* prefixes stuff */
4891   char           dir_prefix[256],neu_prefix[256],str_level[16];
4892   size_t         len;
4893 
4894   PetscFunctionBegin;
4895 
4896   /* compute prefixes */
4897   ierr = PetscStrcpy(dir_prefix,"");CHKERRQ(ierr);
4898   ierr = PetscStrcpy(neu_prefix,"");CHKERRQ(ierr);
4899   if (!pcbddc->current_level) {
4900     ierr = PetscStrncpy(dir_prefix,((PetscObject)pc)->prefix,sizeof(dir_prefix));CHKERRQ(ierr);
4901     ierr = PetscStrncpy(neu_prefix,((PetscObject)pc)->prefix,sizeof(neu_prefix));CHKERRQ(ierr);
4902     ierr = PetscStrlcat(dir_prefix,"pc_bddc_dirichlet_",sizeof(dir_prefix));CHKERRQ(ierr);
4903     ierr = PetscStrlcat(neu_prefix,"pc_bddc_neumann_",sizeof(neu_prefix));CHKERRQ(ierr);
4904   } else {
4905     ierr = PetscSNPrintf(str_level,sizeof(str_level),"l%d_",(int)(pcbddc->current_level));CHKERRQ(ierr);
4906     ierr = PetscStrlen(((PetscObject)pc)->prefix,&len);CHKERRQ(ierr);
4907     len -= 15; /* remove "pc_bddc_coarse_" */
4908     if (pcbddc->current_level>1) len -= 3; /* remove "lX_" with X level number */
4909     if (pcbddc->current_level>10) len -= 1; /* remove another char from level number */
4910     /* Nonstandard use of PetscStrncpy() to only copy a portion of the input string */
4911     ierr = PetscStrncpy(dir_prefix,((PetscObject)pc)->prefix,len+1);CHKERRQ(ierr);
4912     ierr = PetscStrncpy(neu_prefix,((PetscObject)pc)->prefix,len+1);CHKERRQ(ierr);
4913     ierr = PetscStrlcat(dir_prefix,"pc_bddc_dirichlet_",sizeof(dir_prefix));CHKERRQ(ierr);
4914     ierr = PetscStrlcat(neu_prefix,"pc_bddc_neumann_",sizeof(neu_prefix));CHKERRQ(ierr);
4915     ierr = PetscStrlcat(dir_prefix,str_level,sizeof(dir_prefix));CHKERRQ(ierr);
4916     ierr = PetscStrlcat(neu_prefix,str_level,sizeof(neu_prefix));CHKERRQ(ierr);
4917   }
4918 
4919   /* DIRICHLET PROBLEM */
4920   if (dirichlet) {
4921     PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
4922     if (pcbddc->benign_n && !pcbddc->benign_change_explicit) {
4923       if (!sub_schurs || !sub_schurs->reuse_solver) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Not yet implemented\n");
4924       if (pcbddc->dbg_flag) {
4925         Mat    A_IIn;
4926 
4927         ierr = PCBDDCBenignProject(pc,pcis->is_I_local,pcis->is_I_local,&A_IIn);CHKERRQ(ierr);
4928         ierr = MatDestroy(&pcis->A_II);CHKERRQ(ierr);
4929         pcis->A_II = A_IIn;
4930       }
4931     }
4932     if (pcbddc->local_mat->symmetric_set) {
4933       ierr = MatSetOption(pcis->A_II,MAT_SYMMETRIC,pcbddc->local_mat->symmetric_set);CHKERRQ(ierr);
4934     }
4935     /* Matrix for Dirichlet problem is pcis->A_II */
4936     n_D = pcis->n - pcis->n_B;
4937     if (!pcbddc->ksp_D) { /* create object if not yet build */
4938       ierr = KSPCreate(PETSC_COMM_SELF,&pcbddc->ksp_D);CHKERRQ(ierr);
4939       ierr = PetscObjectIncrementTabLevel((PetscObject)pcbddc->ksp_D,(PetscObject)pc,1);CHKERRQ(ierr);
4940       /* default */
4941       ierr = KSPSetType(pcbddc->ksp_D,KSPPREONLY);CHKERRQ(ierr);
4942       ierr = KSPSetOptionsPrefix(pcbddc->ksp_D,dir_prefix);CHKERRQ(ierr);
4943       ierr = PetscObjectTypeCompare((PetscObject)pcis->A_II,MATSEQSBAIJ,&issbaij);CHKERRQ(ierr);
4944       ierr = KSPGetPC(pcbddc->ksp_D,&pc_temp);CHKERRQ(ierr);
4945       if (issbaij) {
4946         ierr = PCSetType(pc_temp,PCCHOLESKY);CHKERRQ(ierr);
4947       } else {
4948         ierr = PCSetType(pc_temp,PCLU);CHKERRQ(ierr);
4949       }
4950       /* Allow user's customization */
4951       ierr = KSPSetFromOptions(pcbddc->ksp_D);CHKERRQ(ierr);
4952     }
4953     ierr = KSPSetOperators(pcbddc->ksp_D,pcis->A_II,pcis->A_II);CHKERRQ(ierr);
4954     if (sub_schurs && sub_schurs->reuse_solver) {
4955       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4956 
4957       ierr = KSPSetPC(pcbddc->ksp_D,reuse_solver->interior_solver);CHKERRQ(ierr);
4958     }
4959     /* umfpack interface has a bug when matrix dimension is zero. TODO solve from umfpack interface */
4960     if (!n_D) {
4961       ierr = KSPGetPC(pcbddc->ksp_D,&pc_temp);CHKERRQ(ierr);
4962       ierr = PCSetType(pc_temp,PCNONE);CHKERRQ(ierr);
4963     }
4964     /* Set Up KSP for Dirichlet problem of BDDC */
4965     ierr = KSPSetUp(pcbddc->ksp_D);CHKERRQ(ierr);
4966     /* set ksp_D into pcis data */
4967     ierr = KSPDestroy(&pcis->ksp_D);CHKERRQ(ierr);
4968     ierr = PetscObjectReference((PetscObject)pcbddc->ksp_D);CHKERRQ(ierr);
4969     pcis->ksp_D = pcbddc->ksp_D;
4970   }
4971 
4972   /* NEUMANN PROBLEM */
4973   A_RR = 0;
4974   if (neumann) {
4975     PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
4976     PetscInt        ibs,mbs;
4977     PetscBool       issbaij, reuse_neumann_solver;
4978     Mat_IS*         matis = (Mat_IS*)pc->pmat->data;
4979 
4980     reuse_neumann_solver = PETSC_FALSE;
4981     if (sub_schurs && sub_schurs->reuse_solver) {
4982       IS iP;
4983 
4984       reuse_neumann_solver = PETSC_TRUE;
4985       ierr = PetscObjectQuery((PetscObject)sub_schurs->A,"__KSPFETIDP_iP",(PetscObject*)&iP);CHKERRQ(ierr);
4986       if (iP) reuse_neumann_solver = PETSC_FALSE;
4987     }
4988     /* Matrix for Neumann problem is A_RR -> we need to create/reuse it at this point */
4989     ierr = ISGetSize(pcbddc->is_R_local,&n_R);CHKERRQ(ierr);
4990     if (pcbddc->ksp_R) { /* already created ksp */
4991       PetscInt nn_R;
4992       ierr = KSPGetOperators(pcbddc->ksp_R,NULL,&A_RR);CHKERRQ(ierr);
4993       ierr = PetscObjectReference((PetscObject)A_RR);CHKERRQ(ierr);
4994       ierr = MatGetSize(A_RR,&nn_R,NULL);CHKERRQ(ierr);
4995       if (nn_R != n_R) { /* old ksp is not reusable, so reset it */
4996         ierr = KSPReset(pcbddc->ksp_R);CHKERRQ(ierr);
4997         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
4998         reuse = MAT_INITIAL_MATRIX;
4999       } else { /* same sizes, but nonzero pattern depend on primal vertices so it can be changed */
5000         if (pcbddc->new_primal_space_local) { /* we are not sure the matrix will have the same nonzero pattern */
5001           ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5002           reuse = MAT_INITIAL_MATRIX;
5003         } else { /* safe to reuse the matrix */
5004           reuse = MAT_REUSE_MATRIX;
5005         }
5006       }
5007       /* last check */
5008       if (pc->flag == DIFFERENT_NONZERO_PATTERN) {
5009         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5010         reuse = MAT_INITIAL_MATRIX;
5011       }
5012     } else { /* first time, so we need to create the matrix */
5013       reuse = MAT_INITIAL_MATRIX;
5014     }
5015     /* convert pcbddc->local_mat if needed later in PCBDDCSetUpCorrection */
5016     ierr = MatGetBlockSize(pcbddc->local_mat,&mbs);CHKERRQ(ierr);
5017     ierr = ISGetBlockSize(pcbddc->is_R_local,&ibs);CHKERRQ(ierr);
5018     ierr = PetscObjectTypeCompare((PetscObject)pcbddc->local_mat,MATSEQSBAIJ,&issbaij);CHKERRQ(ierr);
5019     if (ibs != mbs) { /* need to convert to SEQAIJ to extract any submatrix with is_R_local */
5020       if (matis->A == pcbddc->local_mat) {
5021         ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
5022         ierr = MatConvert(matis->A,MATSEQAIJ,MAT_INITIAL_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5023       } else {
5024         ierr = MatConvert(pcbddc->local_mat,MATSEQAIJ,MAT_INPLACE_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5025       }
5026     } else if (issbaij) { /* need to convert to BAIJ to get offdiagonal blocks */
5027       if (matis->A == pcbddc->local_mat) {
5028         ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
5029         ierr = MatConvert(matis->A,MATSEQBAIJ,MAT_INITIAL_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5030       } else {
5031         ierr = MatConvert(pcbddc->local_mat,MATSEQBAIJ,MAT_INPLACE_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5032       }
5033     }
5034     /* extract A_RR */
5035     if (reuse_neumann_solver) {
5036       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5037 
5038       if (pcbddc->dbg_flag) { /* we need A_RR to test the solver later */
5039         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5040         if (reuse_solver->benign_n) { /* we are not using the explicit change of basis on the pressures */
5041           ierr = PCBDDCBenignProject(pc,pcbddc->is_R_local,pcbddc->is_R_local,&A_RR);CHKERRQ(ierr);
5042         } else {
5043           ierr = MatCreateSubMatrix(pcbddc->local_mat,pcbddc->is_R_local,pcbddc->is_R_local,MAT_INITIAL_MATRIX,&A_RR);CHKERRQ(ierr);
5044         }
5045       } else {
5046         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5047         ierr = PCGetOperators(reuse_solver->correction_solver,&A_RR,NULL);CHKERRQ(ierr);
5048         ierr = PetscObjectReference((PetscObject)A_RR);CHKERRQ(ierr);
5049       }
5050     } else { /* we have to build the neumann solver, so we need to extract the relevant matrix */
5051       ierr = MatCreateSubMatrix(pcbddc->local_mat,pcbddc->is_R_local,pcbddc->is_R_local,reuse,&A_RR);CHKERRQ(ierr);
5052     }
5053     if (pcbddc->local_mat->symmetric_set) {
5054       ierr = MatSetOption(A_RR,MAT_SYMMETRIC,pcbddc->local_mat->symmetric_set);CHKERRQ(ierr);
5055     }
5056     if (!pcbddc->ksp_R) { /* create object if not present */
5057       ierr = KSPCreate(PETSC_COMM_SELF,&pcbddc->ksp_R);CHKERRQ(ierr);
5058       ierr = PetscObjectIncrementTabLevel((PetscObject)pcbddc->ksp_R,(PetscObject)pc,1);CHKERRQ(ierr);
5059       /* default */
5060       ierr = KSPSetType(pcbddc->ksp_R,KSPPREONLY);CHKERRQ(ierr);
5061       ierr = KSPSetOptionsPrefix(pcbddc->ksp_R,neu_prefix);CHKERRQ(ierr);
5062       ierr = KSPGetPC(pcbddc->ksp_R,&pc_temp);CHKERRQ(ierr);
5063       ierr = PetscObjectTypeCompare((PetscObject)A_RR,MATSEQSBAIJ,&issbaij);CHKERRQ(ierr);
5064       if (issbaij) {
5065         ierr = PCSetType(pc_temp,PCCHOLESKY);CHKERRQ(ierr);
5066       } else {
5067         ierr = PCSetType(pc_temp,PCLU);CHKERRQ(ierr);
5068       }
5069       /* Allow user's customization */
5070       ierr = KSPSetFromOptions(pcbddc->ksp_R);CHKERRQ(ierr);
5071     }
5072     /* umfpack interface has a bug when matrix dimension is zero. TODO solve from umfpack interface */
5073     if (!n_R) {
5074       ierr = KSPGetPC(pcbddc->ksp_R,&pc_temp);CHKERRQ(ierr);
5075       ierr = PCSetType(pc_temp,PCNONE);CHKERRQ(ierr);
5076     }
5077     ierr = KSPSetOperators(pcbddc->ksp_R,A_RR,A_RR);CHKERRQ(ierr);
5078     /* Reuse solver if it is present */
5079     if (reuse_neumann_solver) {
5080       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5081 
5082       ierr = KSPSetPC(pcbddc->ksp_R,reuse_solver->correction_solver);CHKERRQ(ierr);
5083     }
5084     /* Set Up KSP for Neumann problem of BDDC */
5085     ierr = KSPSetUp(pcbddc->ksp_R);CHKERRQ(ierr);
5086   }
5087 
5088   if (pcbddc->dbg_flag) {
5089     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5090     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
5091     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
5092   }
5093 
5094   /* adapt Dirichlet and Neumann solvers if a nullspace correction has been requested */
5095   check_corr = PETSC_FALSE;
5096   if (pcbddc->NullSpace_corr[0]) {
5097     ierr = PCBDDCSetUseExactDirichlet(pc,PETSC_FALSE);CHKERRQ(ierr);
5098   }
5099   if (dirichlet && pcbddc->NullSpace_corr[0] && !pcbddc->switch_static) {
5100     check_corr = PETSC_TRUE;
5101     ierr = PCBDDCNullSpaceAssembleCorrection(pc,PETSC_TRUE,pcbddc->NullSpace_corr[1]);CHKERRQ(ierr);
5102   }
5103   if (neumann && pcbddc->NullSpace_corr[2]) {
5104     check_corr = PETSC_TRUE;
5105     ierr = PCBDDCNullSpaceAssembleCorrection(pc,PETSC_FALSE,pcbddc->NullSpace_corr[3]);CHKERRQ(ierr);
5106   }
5107   /* check Dirichlet and Neumann solvers */
5108   if (pcbddc->dbg_flag) {
5109     if (dirichlet) { /* Dirichlet */
5110       ierr = VecSetRandom(pcis->vec1_D,NULL);CHKERRQ(ierr);
5111       ierr = MatMult(pcis->A_II,pcis->vec1_D,pcis->vec2_D);CHKERRQ(ierr);
5112       ierr = KSPSolve(pcbddc->ksp_D,pcis->vec2_D,pcis->vec2_D);CHKERRQ(ierr);
5113       ierr = VecAXPY(pcis->vec1_D,m_one,pcis->vec2_D);CHKERRQ(ierr);
5114       ierr = VecNorm(pcis->vec1_D,NORM_INFINITY,&value);CHKERRQ(ierr);
5115       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d infinity error for Dirichlet solve (%s) = % 1.14e \n",PetscGlobalRank,((PetscObject)(pcbddc->ksp_D))->prefix,value);CHKERRQ(ierr);
5116       if (check_corr) {
5117         ierr = PCBDDCNullSpaceCheckCorrection(pc,PETSC_TRUE);CHKERRQ(ierr);
5118       }
5119       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5120     }
5121     if (neumann) { /* Neumann */
5122       ierr = VecSetRandom(pcbddc->vec1_R,NULL);CHKERRQ(ierr);
5123       ierr = MatMult(A_RR,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
5124       ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec2_R,pcbddc->vec2_R);CHKERRQ(ierr);
5125       ierr = VecAXPY(pcbddc->vec1_R,m_one,pcbddc->vec2_R);CHKERRQ(ierr);
5126       ierr = VecNorm(pcbddc->vec1_R,NORM_INFINITY,&value);CHKERRQ(ierr);
5127       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d infinity error for Neumann solve (%s) = % 1.14e\n",PetscGlobalRank,((PetscObject)(pcbddc->ksp_R))->prefix,value);CHKERRQ(ierr);
5128       if (check_corr) {
5129         ierr = PCBDDCNullSpaceCheckCorrection(pc,PETSC_FALSE);CHKERRQ(ierr);
5130       }
5131       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5132     }
5133   }
5134   /* free Neumann problem's matrix */
5135   ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5136   PetscFunctionReturn(0);
5137 }
5138 
5139 static PetscErrorCode  PCBDDCSolveSubstructureCorrection(PC pc, Vec inout_B, Vec inout_D, PetscBool applytranspose)
5140 {
5141   PetscErrorCode  ierr;
5142   PC_BDDC*        pcbddc = (PC_BDDC*)(pc->data);
5143   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
5144   PetscBool       reuse_solver = sub_schurs ? ( sub_schurs->reuse_solver ? PETSC_TRUE : PETSC_FALSE ) : PETSC_FALSE;
5145 
5146   PetscFunctionBegin;
5147   if (!reuse_solver) {
5148     ierr = VecSet(pcbddc->vec1_R,0.);CHKERRQ(ierr);
5149   }
5150   if (!pcbddc->switch_static) {
5151     if (applytranspose && pcbddc->local_auxmat1) {
5152       ierr = MatMultTranspose(pcbddc->local_auxmat2,inout_B,pcbddc->vec1_C);CHKERRQ(ierr);
5153       ierr = MatMultTransposeAdd(pcbddc->local_auxmat1,pcbddc->vec1_C,inout_B,inout_B);CHKERRQ(ierr);
5154     }
5155     if (!reuse_solver) {
5156       ierr = VecScatterBegin(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5157       ierr = VecScatterEnd(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5158     } else {
5159       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5160 
5161       ierr = VecScatterBegin(reuse_solver->correction_scatter_B,inout_B,reuse_solver->rhs_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5162       ierr = VecScatterEnd(reuse_solver->correction_scatter_B,inout_B,reuse_solver->rhs_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5163     }
5164   } else {
5165     ierr = VecScatterBegin(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5166     ierr = VecScatterEnd(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5167     ierr = VecScatterBegin(pcbddc->R_to_D,inout_D,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5168     ierr = VecScatterEnd(pcbddc->R_to_D,inout_D,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5169     if (applytranspose && pcbddc->local_auxmat1) {
5170       ierr = MatMultTranspose(pcbddc->local_auxmat2,pcbddc->vec1_R,pcbddc->vec1_C);CHKERRQ(ierr);
5171       ierr = MatMultTransposeAdd(pcbddc->local_auxmat1,pcbddc->vec1_C,inout_B,inout_B);CHKERRQ(ierr);
5172       ierr = VecScatterBegin(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5173       ierr = VecScatterEnd(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5174     }
5175   }
5176   if (!reuse_solver || pcbddc->switch_static) {
5177     if (applytranspose) {
5178       ierr = KSPSolveTranspose(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec1_R);CHKERRQ(ierr);
5179     } else {
5180       ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec1_R);CHKERRQ(ierr);
5181     }
5182   } else {
5183     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5184 
5185     if (applytranspose) {
5186       ierr = MatFactorSolveSchurComplementTranspose(reuse_solver->F,reuse_solver->rhs_B,reuse_solver->sol_B);CHKERRQ(ierr);
5187     } else {
5188       ierr = MatFactorSolveSchurComplement(reuse_solver->F,reuse_solver->rhs_B,reuse_solver->sol_B);CHKERRQ(ierr);
5189     }
5190   }
5191   ierr = VecSet(inout_B,0.);CHKERRQ(ierr);
5192   if (!pcbddc->switch_static) {
5193     if (!reuse_solver) {
5194       ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5195       ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5196     } else {
5197       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5198 
5199       ierr = VecScatterBegin(reuse_solver->correction_scatter_B,reuse_solver->sol_B,inout_B,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5200       ierr = VecScatterEnd(reuse_solver->correction_scatter_B,reuse_solver->sol_B,inout_B,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5201     }
5202     if (!applytranspose && pcbddc->local_auxmat1) {
5203       ierr = MatMult(pcbddc->local_auxmat1,inout_B,pcbddc->vec1_C);CHKERRQ(ierr);
5204       ierr = MatMultAdd(pcbddc->local_auxmat2,pcbddc->vec1_C,inout_B,inout_B);CHKERRQ(ierr);
5205     }
5206   } else {
5207     ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5208     ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5209     ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5210     ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5211     if (!applytranspose && pcbddc->local_auxmat1) {
5212       ierr = MatMult(pcbddc->local_auxmat1,inout_B,pcbddc->vec1_C);CHKERRQ(ierr);
5213       ierr = MatMultAdd(pcbddc->local_auxmat2,pcbddc->vec1_C,pcbddc->vec1_R,pcbddc->vec1_R);CHKERRQ(ierr);
5214     }
5215     ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5216     ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5217     ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5218     ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5219   }
5220   PetscFunctionReturn(0);
5221 }
5222 
5223 /* parameter apply transpose determines if the interface preconditioner should be applied transposed or not */
5224 PetscErrorCode  PCBDDCApplyInterfacePreconditioner(PC pc, PetscBool applytranspose)
5225 {
5226   PetscErrorCode ierr;
5227   PC_BDDC*        pcbddc = (PC_BDDC*)(pc->data);
5228   PC_IS*            pcis = (PC_IS*)  (pc->data);
5229   const PetscScalar zero = 0.0;
5230 
5231   PetscFunctionBegin;
5232   /* Application of PSI^T or PHI^T (depending on applytranspose, see comment above) */
5233   if (!pcbddc->benign_apply_coarse_only) {
5234     if (applytranspose) {
5235       ierr = MatMultTranspose(pcbddc->coarse_phi_B,pcis->vec1_B,pcbddc->vec1_P);CHKERRQ(ierr);
5236       if (pcbddc->switch_static) { ierr = MatMultTransposeAdd(pcbddc->coarse_phi_D,pcis->vec1_D,pcbddc->vec1_P,pcbddc->vec1_P);CHKERRQ(ierr); }
5237     } else {
5238       ierr = MatMultTranspose(pcbddc->coarse_psi_B,pcis->vec1_B,pcbddc->vec1_P);CHKERRQ(ierr);
5239       if (pcbddc->switch_static) { ierr = MatMultTransposeAdd(pcbddc->coarse_psi_D,pcis->vec1_D,pcbddc->vec1_P,pcbddc->vec1_P);CHKERRQ(ierr); }
5240     }
5241   } else {
5242     ierr = VecSet(pcbddc->vec1_P,zero);CHKERRQ(ierr);
5243   }
5244 
5245   /* add p0 to the last value of vec1_P holding the coarse dof relative to p0 */
5246   if (pcbddc->benign_n) {
5247     PetscScalar *array;
5248     PetscInt    j;
5249 
5250     ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5251     for (j=0;j<pcbddc->benign_n;j++) array[pcbddc->local_primal_size-pcbddc->benign_n+j] += pcbddc->benign_p0[j];
5252     ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5253   }
5254 
5255   /* start communications from local primal nodes to rhs of coarse solver */
5256   ierr = VecSet(pcbddc->coarse_vec,zero);CHKERRQ(ierr);
5257   ierr = PCBDDCScatterCoarseDataBegin(pc,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5258   ierr = PCBDDCScatterCoarseDataEnd(pc,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5259 
5260   /* Coarse solution -> rhs and sol updated inside PCBDDCScattarCoarseDataBegin/End */
5261   if (pcbddc->coarse_ksp) {
5262     Mat          coarse_mat;
5263     Vec          rhs,sol;
5264     MatNullSpace nullsp;
5265     PetscBool    isbddc = PETSC_FALSE;
5266 
5267     if (pcbddc->benign_have_null) {
5268       PC        coarse_pc;
5269 
5270       ierr = KSPGetPC(pcbddc->coarse_ksp,&coarse_pc);CHKERRQ(ierr);
5271       ierr = PetscObjectTypeCompare((PetscObject)coarse_pc,PCBDDC,&isbddc);CHKERRQ(ierr);
5272       /* we need to propagate to coarser levels the need for a possible benign correction */
5273       if (isbddc && pcbddc->benign_apply_coarse_only && !pcbddc->benign_skip_correction) {
5274         PC_BDDC* coarsepcbddc = (PC_BDDC*)(coarse_pc->data);
5275         coarsepcbddc->benign_skip_correction = PETSC_FALSE;
5276         coarsepcbddc->benign_apply_coarse_only = PETSC_TRUE;
5277       }
5278     }
5279     ierr = KSPGetRhs(pcbddc->coarse_ksp,&rhs);CHKERRQ(ierr);
5280     ierr = KSPGetSolution(pcbddc->coarse_ksp,&sol);CHKERRQ(ierr);
5281     ierr = KSPGetOperators(pcbddc->coarse_ksp,&coarse_mat,NULL);CHKERRQ(ierr);
5282     ierr = MatGetNullSpace(coarse_mat,&nullsp);CHKERRQ(ierr);
5283     if (nullsp) {
5284       ierr = MatNullSpaceRemove(nullsp,rhs);CHKERRQ(ierr);
5285     }
5286     if (applytranspose) {
5287       if (pcbddc->benign_apply_coarse_only) SETERRQ(PetscObjectComm((PetscObject)pcbddc->coarse_ksp),PETSC_ERR_SUP,"Not yet implemented");
5288       ierr = KSPSolveTranspose(pcbddc->coarse_ksp,rhs,sol);CHKERRQ(ierr);
5289     } else {
5290       if (pcbddc->benign_apply_coarse_only && isbddc) { /* need just to apply the coarse preconditioner during presolve */
5291         PC        coarse_pc;
5292 
5293         ierr = KSPGetPC(pcbddc->coarse_ksp,&coarse_pc);CHKERRQ(ierr);
5294         ierr = PCPreSolve(coarse_pc,pcbddc->coarse_ksp);CHKERRQ(ierr);
5295         ierr = PCBDDCBenignRemoveInterior(coarse_pc,rhs,sol);CHKERRQ(ierr);
5296         ierr = PCPostSolve(coarse_pc,pcbddc->coarse_ksp);CHKERRQ(ierr);
5297       } else {
5298         ierr = KSPSolve(pcbddc->coarse_ksp,rhs,sol);CHKERRQ(ierr);
5299       }
5300     }
5301     /* we don't need the benign correction at coarser levels anymore */
5302     if (pcbddc->benign_have_null && isbddc) {
5303       PC        coarse_pc;
5304       PC_BDDC*  coarsepcbddc;
5305 
5306       ierr = KSPGetPC(pcbddc->coarse_ksp,&coarse_pc);CHKERRQ(ierr);
5307       coarsepcbddc = (PC_BDDC*)(coarse_pc->data);
5308       coarsepcbddc->benign_skip_correction = PETSC_TRUE;
5309       coarsepcbddc->benign_apply_coarse_only = PETSC_FALSE;
5310     }
5311     if (nullsp) {
5312       ierr = MatNullSpaceRemove(nullsp,sol);CHKERRQ(ierr);
5313     }
5314   }
5315 
5316   /* Local solution on R nodes */
5317   if (pcis->n && !pcbddc->benign_apply_coarse_only) {
5318     ierr = PCBDDCSolveSubstructureCorrection(pc,pcis->vec1_B,pcis->vec1_D,applytranspose);CHKERRQ(ierr);
5319   }
5320   /* communications from coarse sol to local primal nodes */
5321   ierr = PCBDDCScatterCoarseDataBegin(pc,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5322   ierr = PCBDDCScatterCoarseDataEnd(pc,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5323 
5324   /* Sum contributions from the two levels */
5325   if (!pcbddc->benign_apply_coarse_only) {
5326     if (applytranspose) {
5327       ierr = MatMultAdd(pcbddc->coarse_psi_B,pcbddc->vec1_P,pcis->vec1_B,pcis->vec1_B);CHKERRQ(ierr);
5328       if (pcbddc->switch_static) { ierr = MatMultAdd(pcbddc->coarse_psi_D,pcbddc->vec1_P,pcis->vec1_D,pcis->vec1_D);CHKERRQ(ierr); }
5329     } else {
5330       ierr = MatMultAdd(pcbddc->coarse_phi_B,pcbddc->vec1_P,pcis->vec1_B,pcis->vec1_B);CHKERRQ(ierr);
5331       if (pcbddc->switch_static) { ierr = MatMultAdd(pcbddc->coarse_phi_D,pcbddc->vec1_P,pcis->vec1_D,pcis->vec1_D);CHKERRQ(ierr); }
5332     }
5333     /* store p0 */
5334     if (pcbddc->benign_n) {
5335       PetscScalar *array;
5336       PetscInt    j;
5337 
5338       ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5339       for (j=0;j<pcbddc->benign_n;j++) pcbddc->benign_p0[j] = array[pcbddc->local_primal_size-pcbddc->benign_n+j];
5340       ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5341     }
5342   } else { /* expand the coarse solution */
5343     if (applytranspose) {
5344       ierr = MatMult(pcbddc->coarse_psi_B,pcbddc->vec1_P,pcis->vec1_B);CHKERRQ(ierr);
5345     } else {
5346       ierr = MatMult(pcbddc->coarse_phi_B,pcbddc->vec1_P,pcis->vec1_B);CHKERRQ(ierr);
5347     }
5348   }
5349   PetscFunctionReturn(0);
5350 }
5351 
5352 PetscErrorCode PCBDDCScatterCoarseDataBegin(PC pc,InsertMode imode, ScatterMode smode)
5353 {
5354   PetscErrorCode ierr;
5355   PC_BDDC*       pcbddc = (PC_BDDC*)(pc->data);
5356   PetscScalar    *array;
5357   Vec            from,to;
5358 
5359   PetscFunctionBegin;
5360   if (smode == SCATTER_REVERSE) { /* from global to local -> get data from coarse solution */
5361     from = pcbddc->coarse_vec;
5362     to = pcbddc->vec1_P;
5363     if (pcbddc->coarse_ksp) { /* get array from coarse processes */
5364       Vec tvec;
5365 
5366       ierr = KSPGetRhs(pcbddc->coarse_ksp,&tvec);CHKERRQ(ierr);
5367       ierr = VecResetArray(tvec);CHKERRQ(ierr);
5368       ierr = KSPGetSolution(pcbddc->coarse_ksp,&tvec);CHKERRQ(ierr);
5369       ierr = VecGetArray(tvec,&array);CHKERRQ(ierr);
5370       ierr = VecPlaceArray(from,array);CHKERRQ(ierr);
5371       ierr = VecRestoreArray(tvec,&array);CHKERRQ(ierr);
5372     }
5373   } else { /* from local to global -> put data in coarse right hand side */
5374     from = pcbddc->vec1_P;
5375     to = pcbddc->coarse_vec;
5376   }
5377   ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,from,to,imode,smode);CHKERRQ(ierr);
5378   PetscFunctionReturn(0);
5379 }
5380 
5381 PetscErrorCode PCBDDCScatterCoarseDataEnd(PC pc, InsertMode imode, ScatterMode smode)
5382 {
5383   PetscErrorCode ierr;
5384   PC_BDDC*       pcbddc = (PC_BDDC*)(pc->data);
5385   PetscScalar    *array;
5386   Vec            from,to;
5387 
5388   PetscFunctionBegin;
5389   if (smode == SCATTER_REVERSE) { /* from global to local -> get data from coarse solution */
5390     from = pcbddc->coarse_vec;
5391     to = pcbddc->vec1_P;
5392   } else { /* from local to global -> put data in coarse right hand side */
5393     from = pcbddc->vec1_P;
5394     to = pcbddc->coarse_vec;
5395   }
5396   ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,from,to,imode,smode);CHKERRQ(ierr);
5397   if (smode == SCATTER_FORWARD) {
5398     if (pcbddc->coarse_ksp) { /* get array from coarse processes */
5399       Vec tvec;
5400 
5401       ierr = KSPGetRhs(pcbddc->coarse_ksp,&tvec);CHKERRQ(ierr);
5402       ierr = VecGetArray(to,&array);CHKERRQ(ierr);
5403       ierr = VecPlaceArray(tvec,array);CHKERRQ(ierr);
5404       ierr = VecRestoreArray(to,&array);CHKERRQ(ierr);
5405     }
5406   } else {
5407     if (pcbddc->coarse_ksp) { /* restore array of pcbddc->coarse_vec */
5408      ierr = VecResetArray(from);CHKERRQ(ierr);
5409     }
5410   }
5411   PetscFunctionReturn(0);
5412 }
5413 
5414 /* uncomment for testing purposes */
5415 /* #define PETSC_MISSING_LAPACK_GESVD 1 */
5416 PetscErrorCode PCBDDCConstraintsSetUp(PC pc)
5417 {
5418   PetscErrorCode    ierr;
5419   PC_IS*            pcis = (PC_IS*)(pc->data);
5420   PC_BDDC*          pcbddc = (PC_BDDC*)pc->data;
5421   Mat_IS*           matis = (Mat_IS*)pc->pmat->data;
5422   /* one and zero */
5423   PetscScalar       one=1.0,zero=0.0;
5424   /* space to store constraints and their local indices */
5425   PetscScalar       *constraints_data;
5426   PetscInt          *constraints_idxs,*constraints_idxs_B;
5427   PetscInt          *constraints_idxs_ptr,*constraints_data_ptr;
5428   PetscInt          *constraints_n;
5429   /* iterators */
5430   PetscInt          i,j,k,total_counts,total_counts_cc,cum;
5431   /* BLAS integers */
5432   PetscBLASInt      lwork,lierr;
5433   PetscBLASInt      Blas_N,Blas_M,Blas_K,Blas_one=1;
5434   PetscBLASInt      Blas_LDA,Blas_LDB,Blas_LDC;
5435   /* reuse */
5436   PetscInt          olocal_primal_size,olocal_primal_size_cc;
5437   PetscInt          *olocal_primal_ref_node,*olocal_primal_ref_mult;
5438   /* change of basis */
5439   PetscBool         qr_needed;
5440   PetscBT           change_basis,qr_needed_idx;
5441   /* auxiliary stuff */
5442   PetscInt          *nnz,*is_indices;
5443   PetscInt          ncc;
5444   /* some quantities */
5445   PetscInt          n_vertices,total_primal_vertices,valid_constraints;
5446   PetscInt          size_of_constraint,max_size_of_constraint=0,max_constraints,temp_constraints;
5447 
5448   PetscFunctionBegin;
5449   /* Destroy Mat objects computed previously */
5450   ierr = MatDestroy(&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
5451   ierr = MatDestroy(&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
5452   ierr = MatDestroy(&pcbddc->switch_static_change);CHKERRQ(ierr);
5453   /* save info on constraints from previous setup (if any) */
5454   olocal_primal_size = pcbddc->local_primal_size;
5455   olocal_primal_size_cc = pcbddc->local_primal_size_cc;
5456   ierr = PetscMalloc2(olocal_primal_size_cc,&olocal_primal_ref_node,olocal_primal_size_cc,&olocal_primal_ref_mult);CHKERRQ(ierr);
5457   ierr = PetscMemcpy(olocal_primal_ref_node,pcbddc->local_primal_ref_node,olocal_primal_size_cc*sizeof(PetscInt));CHKERRQ(ierr);
5458   ierr = PetscMemcpy(olocal_primal_ref_mult,pcbddc->local_primal_ref_mult,olocal_primal_size_cc*sizeof(PetscInt));CHKERRQ(ierr);
5459   ierr = PetscFree2(pcbddc->local_primal_ref_node,pcbddc->local_primal_ref_mult);CHKERRQ(ierr);
5460   ierr = PetscFree(pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
5461 
5462   if (!pcbddc->adaptive_selection) {
5463     IS           ISForVertices,*ISForFaces,*ISForEdges;
5464     MatNullSpace nearnullsp;
5465     const Vec    *nearnullvecs;
5466     Vec          *localnearnullsp;
5467     PetscScalar  *array;
5468     PetscInt     n_ISForFaces,n_ISForEdges,nnsp_size;
5469     PetscBool    nnsp_has_cnst;
5470     /* LAPACK working arrays for SVD or POD */
5471     PetscBool    skip_lapack,boolforchange;
5472     PetscScalar  *work;
5473     PetscReal    *singular_vals;
5474 #if defined(PETSC_USE_COMPLEX)
5475     PetscReal    *rwork;
5476 #endif
5477 #if defined(PETSC_MISSING_LAPACK_GESVD)
5478     PetscScalar  *temp_basis,*correlation_mat;
5479 #else
5480     PetscBLASInt dummy_int=1;
5481     PetscScalar  dummy_scalar=1.;
5482 #endif
5483 
5484     /* Get index sets for faces, edges and vertices from graph */
5485     ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,&n_ISForFaces,&ISForFaces,&n_ISForEdges,&ISForEdges,&ISForVertices);CHKERRQ(ierr);
5486     /* print some info */
5487     if (pcbddc->dbg_flag && (!pcbddc->sub_schurs || pcbddc->sub_schurs_rebuild)) {
5488       PetscInt nv;
5489 
5490       ierr = PCBDDCGraphASCIIView(pcbddc->mat_graph,pcbddc->dbg_flag,pcbddc->dbg_viewer);CHKERRQ(ierr);
5491       ierr = ISGetSize(ISForVertices,&nv);CHKERRQ(ierr);
5492       ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
5493       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"--------------------------------------------------------------\n");CHKERRQ(ierr);
5494       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate vertices (%d)\n",PetscGlobalRank,nv,pcbddc->use_vertices);CHKERRQ(ierr);
5495       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate edges    (%d)\n",PetscGlobalRank,n_ISForEdges,pcbddc->use_edges);CHKERRQ(ierr);
5496       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate faces    (%d)\n",PetscGlobalRank,n_ISForFaces,pcbddc->use_faces);CHKERRQ(ierr);
5497       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5498       ierr = PetscViewerASCIIPopSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
5499     }
5500 
5501     /* free unneeded index sets */
5502     if (!pcbddc->use_vertices) {
5503       ierr = ISDestroy(&ISForVertices);CHKERRQ(ierr);
5504     }
5505     if (!pcbddc->use_edges) {
5506       for (i=0;i<n_ISForEdges;i++) {
5507         ierr = ISDestroy(&ISForEdges[i]);CHKERRQ(ierr);
5508       }
5509       ierr = PetscFree(ISForEdges);CHKERRQ(ierr);
5510       n_ISForEdges = 0;
5511     }
5512     if (!pcbddc->use_faces) {
5513       for (i=0;i<n_ISForFaces;i++) {
5514         ierr = ISDestroy(&ISForFaces[i]);CHKERRQ(ierr);
5515       }
5516       ierr = PetscFree(ISForFaces);CHKERRQ(ierr);
5517       n_ISForFaces = 0;
5518     }
5519 
5520     /* check if near null space is attached to global mat */
5521     ierr = MatGetNearNullSpace(pc->pmat,&nearnullsp);CHKERRQ(ierr);
5522     if (nearnullsp) {
5523       ierr = MatNullSpaceGetVecs(nearnullsp,&nnsp_has_cnst,&nnsp_size,&nearnullvecs);CHKERRQ(ierr);
5524       /* remove any stored info */
5525       ierr = MatNullSpaceDestroy(&pcbddc->onearnullspace);CHKERRQ(ierr);
5526       ierr = PetscFree(pcbddc->onearnullvecs_state);CHKERRQ(ierr);
5527       /* store information for BDDC solver reuse */
5528       ierr = PetscObjectReference((PetscObject)nearnullsp);CHKERRQ(ierr);
5529       pcbddc->onearnullspace = nearnullsp;
5530       ierr = PetscMalloc1(nnsp_size,&pcbddc->onearnullvecs_state);CHKERRQ(ierr);
5531       for (i=0;i<nnsp_size;i++) {
5532         ierr = PetscObjectStateGet((PetscObject)nearnullvecs[i],&pcbddc->onearnullvecs_state[i]);CHKERRQ(ierr);
5533       }
5534     } else { /* if near null space is not provided BDDC uses constants by default */
5535       nnsp_size = 0;
5536       nnsp_has_cnst = PETSC_TRUE;
5537     }
5538     /* get max number of constraints on a single cc */
5539     max_constraints = nnsp_size;
5540     if (nnsp_has_cnst) max_constraints++;
5541 
5542     /*
5543          Evaluate maximum storage size needed by the procedure
5544          - Indices for connected component i stored at "constraints_idxs + constraints_idxs_ptr[i]"
5545          - Values for constraints on connected component i stored at "constraints_data + constraints_data_ptr[i]"
5546          There can be multiple constraints per connected component
5547                                                                                                                                                            */
5548     n_vertices = 0;
5549     if (ISForVertices) {
5550       ierr = ISGetSize(ISForVertices,&n_vertices);CHKERRQ(ierr);
5551     }
5552     ncc = n_vertices+n_ISForFaces+n_ISForEdges;
5553     ierr = PetscMalloc3(ncc+1,&constraints_idxs_ptr,ncc+1,&constraints_data_ptr,ncc,&constraints_n);CHKERRQ(ierr);
5554 
5555     total_counts = n_ISForFaces+n_ISForEdges;
5556     total_counts *= max_constraints;
5557     total_counts += n_vertices;
5558     ierr = PetscBTCreate(total_counts,&change_basis);CHKERRQ(ierr);
5559 
5560     total_counts = 0;
5561     max_size_of_constraint = 0;
5562     for (i=0;i<n_ISForEdges+n_ISForFaces;i++) {
5563       IS used_is;
5564       if (i<n_ISForEdges) {
5565         used_is = ISForEdges[i];
5566       } else {
5567         used_is = ISForFaces[i-n_ISForEdges];
5568       }
5569       ierr = ISGetSize(used_is,&j);CHKERRQ(ierr);
5570       total_counts += j;
5571       max_size_of_constraint = PetscMax(j,max_size_of_constraint);
5572     }
5573     ierr = PetscMalloc3(total_counts*max_constraints+n_vertices,&constraints_data,total_counts+n_vertices,&constraints_idxs,total_counts+n_vertices,&constraints_idxs_B);CHKERRQ(ierr);
5574 
5575     /* get local part of global near null space vectors */
5576     ierr = PetscMalloc1(nnsp_size,&localnearnullsp);CHKERRQ(ierr);
5577     for (k=0;k<nnsp_size;k++) {
5578       ierr = VecDuplicate(pcis->vec1_N,&localnearnullsp[k]);CHKERRQ(ierr);
5579       ierr = VecScatterBegin(matis->rctx,nearnullvecs[k],localnearnullsp[k],INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5580       ierr = VecScatterEnd(matis->rctx,nearnullvecs[k],localnearnullsp[k],INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5581     }
5582 
5583     /* whether or not to skip lapack calls */
5584     skip_lapack = PETSC_TRUE;
5585     if (n_ISForFaces+n_ISForEdges && max_constraints > 1 && !pcbddc->use_nnsp_true) skip_lapack = PETSC_FALSE;
5586 
5587     /* First we issue queries to allocate optimal workspace for LAPACKgesvd (or LAPACKsyev if SVD is missing) */
5588     if (!skip_lapack) {
5589       PetscScalar temp_work;
5590 
5591 #if defined(PETSC_MISSING_LAPACK_GESVD)
5592       /* Proper Orthogonal Decomposition (POD) using the snapshot method */
5593       ierr = PetscMalloc1(max_constraints*max_constraints,&correlation_mat);CHKERRQ(ierr);
5594       ierr = PetscMalloc1(max_constraints,&singular_vals);CHKERRQ(ierr);
5595       ierr = PetscMalloc1(max_size_of_constraint*max_constraints,&temp_basis);CHKERRQ(ierr);
5596 #if defined(PETSC_USE_COMPLEX)
5597       ierr = PetscMalloc1(3*max_constraints,&rwork);CHKERRQ(ierr);
5598 #endif
5599       /* now we evaluate the optimal workspace using query with lwork=-1 */
5600       ierr = PetscBLASIntCast(max_constraints,&Blas_N);CHKERRQ(ierr);
5601       ierr = PetscBLASIntCast(max_constraints,&Blas_LDA);CHKERRQ(ierr);
5602       lwork = -1;
5603       ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5604 #if !defined(PETSC_USE_COMPLEX)
5605       PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,&temp_work,&lwork,&lierr));
5606 #else
5607       PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,&temp_work,&lwork,rwork,&lierr));
5608 #endif
5609       ierr = PetscFPTrapPop();CHKERRQ(ierr);
5610       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to SYEV Lapack routine %d",(int)lierr);
5611 #else /* on missing GESVD */
5612       /* SVD */
5613       PetscInt max_n,min_n;
5614       max_n = max_size_of_constraint;
5615       min_n = max_constraints;
5616       if (max_size_of_constraint < max_constraints) {
5617         min_n = max_size_of_constraint;
5618         max_n = max_constraints;
5619       }
5620       ierr = PetscMalloc1(min_n,&singular_vals);CHKERRQ(ierr);
5621 #if defined(PETSC_USE_COMPLEX)
5622       ierr = PetscMalloc1(5*min_n,&rwork);CHKERRQ(ierr);
5623 #endif
5624       /* now we evaluate the optimal workspace using query with lwork=-1 */
5625       lwork = -1;
5626       ierr = PetscBLASIntCast(max_n,&Blas_M);CHKERRQ(ierr);
5627       ierr = PetscBLASIntCast(min_n,&Blas_N);CHKERRQ(ierr);
5628       ierr = PetscBLASIntCast(max_n,&Blas_LDA);CHKERRQ(ierr);
5629       ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5630 #if !defined(PETSC_USE_COMPLEX)
5631       PetscStackCallBLAS("LAPACKgesvd",LAPACKgesvd_("O","N",&Blas_M,&Blas_N,&constraints_data[0],&Blas_LDA,singular_vals,&dummy_scalar,&dummy_int,&dummy_scalar,&dummy_int,&temp_work,&lwork,&lierr));
5632 #else
5633       PetscStackCallBLAS("LAPACKgesvd",LAPACKgesvd_("O","N",&Blas_M,&Blas_N,&constraints_data[0],&Blas_LDA,singular_vals,&dummy_scalar,&dummy_int,&dummy_scalar,&dummy_int,&temp_work,&lwork,rwork,&lierr));
5634 #endif
5635       ierr = PetscFPTrapPop();CHKERRQ(ierr);
5636       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to GESVD Lapack routine %d",(int)lierr);
5637 #endif /* on missing GESVD */
5638       /* Allocate optimal workspace */
5639       ierr = PetscBLASIntCast((PetscInt)PetscRealPart(temp_work),&lwork);CHKERRQ(ierr);
5640       ierr = PetscMalloc1(lwork,&work);CHKERRQ(ierr);
5641     }
5642     /* Now we can loop on constraining sets */
5643     total_counts = 0;
5644     constraints_idxs_ptr[0] = 0;
5645     constraints_data_ptr[0] = 0;
5646     /* vertices */
5647     if (n_vertices) {
5648       ierr = ISGetIndices(ISForVertices,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5649       ierr = PetscMemcpy(constraints_idxs,is_indices,n_vertices*sizeof(PetscInt));CHKERRQ(ierr);
5650       for (i=0;i<n_vertices;i++) {
5651         constraints_n[total_counts] = 1;
5652         constraints_data[total_counts] = 1.0;
5653         constraints_idxs_ptr[total_counts+1] = constraints_idxs_ptr[total_counts]+1;
5654         constraints_data_ptr[total_counts+1] = constraints_data_ptr[total_counts]+1;
5655         total_counts++;
5656       }
5657       ierr = ISRestoreIndices(ISForVertices,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5658       n_vertices = total_counts;
5659     }
5660 
5661     /* edges and faces */
5662     total_counts_cc = total_counts;
5663     for (ncc=0;ncc<n_ISForEdges+n_ISForFaces;ncc++) {
5664       IS        used_is;
5665       PetscBool idxs_copied = PETSC_FALSE;
5666 
5667       if (ncc<n_ISForEdges) {
5668         used_is = ISForEdges[ncc];
5669         boolforchange = pcbddc->use_change_of_basis; /* change or not the basis on the edge */
5670       } else {
5671         used_is = ISForFaces[ncc-n_ISForEdges];
5672         boolforchange = (PetscBool)(pcbddc->use_change_of_basis && pcbddc->use_change_on_faces); /* change or not the basis on the face */
5673       }
5674       temp_constraints = 0;          /* zero the number of constraints I have on this conn comp */
5675 
5676       ierr = ISGetSize(used_is,&size_of_constraint);CHKERRQ(ierr);
5677       ierr = ISGetIndices(used_is,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5678       /* change of basis should not be performed on local periodic nodes */
5679       if (pcbddc->mat_graph->mirrors && pcbddc->mat_graph->mirrors[is_indices[0]]) boolforchange = PETSC_FALSE;
5680       if (nnsp_has_cnst) {
5681         PetscScalar quad_value;
5682 
5683         ierr = PetscMemcpy(constraints_idxs + constraints_idxs_ptr[total_counts_cc],is_indices,size_of_constraint*sizeof(PetscInt));CHKERRQ(ierr);
5684         idxs_copied = PETSC_TRUE;
5685 
5686         if (!pcbddc->use_nnsp_true) {
5687           quad_value = (PetscScalar)(1.0/PetscSqrtReal((PetscReal)size_of_constraint));
5688         } else {
5689           quad_value = 1.0;
5690         }
5691         for (j=0;j<size_of_constraint;j++) {
5692           constraints_data[constraints_data_ptr[total_counts_cc]+j] = quad_value;
5693         }
5694         temp_constraints++;
5695         total_counts++;
5696       }
5697       for (k=0;k<nnsp_size;k++) {
5698         PetscReal real_value;
5699         PetscScalar *ptr_to_data;
5700 
5701         ierr = VecGetArrayRead(localnearnullsp[k],(const PetscScalar**)&array);CHKERRQ(ierr);
5702         ptr_to_data = &constraints_data[constraints_data_ptr[total_counts_cc]+temp_constraints*size_of_constraint];
5703         for (j=0;j<size_of_constraint;j++) {
5704           ptr_to_data[j] = array[is_indices[j]];
5705         }
5706         ierr = VecRestoreArrayRead(localnearnullsp[k],(const PetscScalar**)&array);CHKERRQ(ierr);
5707         /* check if array is null on the connected component */
5708         ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
5709         PetscStackCallBLAS("BLASasum",real_value = BLASasum_(&Blas_N,ptr_to_data,&Blas_one));
5710         if (real_value > 0.0) { /* keep indices and values */
5711           temp_constraints++;
5712           total_counts++;
5713           if (!idxs_copied) {
5714             ierr = PetscMemcpy(constraints_idxs + constraints_idxs_ptr[total_counts_cc],is_indices,size_of_constraint*sizeof(PetscInt));CHKERRQ(ierr);
5715             idxs_copied = PETSC_TRUE;
5716           }
5717         }
5718       }
5719       ierr = ISRestoreIndices(used_is,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5720       valid_constraints = temp_constraints;
5721       if (!pcbddc->use_nnsp_true && temp_constraints) {
5722         if (temp_constraints == 1) { /* just normalize the constraint */
5723           PetscScalar norm,*ptr_to_data;
5724 
5725           ptr_to_data = &constraints_data[constraints_data_ptr[total_counts_cc]];
5726           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
5727           PetscStackCallBLAS("BLASdot",norm = BLASdot_(&Blas_N,ptr_to_data,&Blas_one,ptr_to_data,&Blas_one));
5728           norm = 1.0/PetscSqrtReal(PetscRealPart(norm));
5729           PetscStackCallBLAS("BLASscal",BLASscal_(&Blas_N,&norm,ptr_to_data,&Blas_one));
5730         } else { /* perform SVD */
5731           PetscReal   tol = 1.0e-8; /* tolerance for retaining eigenmodes */
5732           PetscScalar *ptr_to_data = &constraints_data[constraints_data_ptr[total_counts_cc]];
5733 
5734 #if defined(PETSC_MISSING_LAPACK_GESVD)
5735           /* SVD: Y = U*S*V^H                -> U (eigenvectors of Y*Y^H) = Y*V*(S)^\dag
5736              POD: Y^H*Y = V*D*V^H, D = S^H*S -> U = Y*V*D^(-1/2)
5737              -> When PETSC_USE_COMPLEX and PETSC_MISSING_LAPACK_GESVD are defined
5738                 the constraints basis will differ (by a complex factor with absolute value equal to 1)
5739                 from that computed using LAPACKgesvd
5740              -> This is due to a different computation of eigenvectors in LAPACKheev
5741              -> The quality of the POD-computed basis will be the same */
5742           ierr = PetscMemzero(correlation_mat,temp_constraints*temp_constraints*sizeof(PetscScalar));CHKERRQ(ierr);
5743           /* Store upper triangular part of correlation matrix */
5744           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
5745           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5746           for (j=0;j<temp_constraints;j++) {
5747             for (k=0;k<j+1;k++) {
5748               PetscStackCallBLAS("BLASdot",correlation_mat[j*temp_constraints+k] = BLASdot_(&Blas_N,ptr_to_data+k*size_of_constraint,&Blas_one,ptr_to_data+j*size_of_constraint,&Blas_one));
5749             }
5750           }
5751           /* compute eigenvalues and eigenvectors of correlation matrix */
5752           ierr = PetscBLASIntCast(temp_constraints,&Blas_N);CHKERRQ(ierr);
5753           ierr = PetscBLASIntCast(temp_constraints,&Blas_LDA);CHKERRQ(ierr);
5754 #if !defined(PETSC_USE_COMPLEX)
5755           PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,work,&lwork,&lierr));
5756 #else
5757           PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,work,&lwork,rwork,&lierr));
5758 #endif
5759           ierr = PetscFPTrapPop();CHKERRQ(ierr);
5760           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYEV Lapack routine %d",(int)lierr);
5761           /* retain eigenvalues greater than tol: note that LAPACKsyev gives eigs in ascending order */
5762           j = 0;
5763           while (j < temp_constraints && singular_vals[j] < tol) j++;
5764           total_counts = total_counts-j;
5765           valid_constraints = temp_constraints-j;
5766           /* scale and copy POD basis into used quadrature memory */
5767           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
5768           ierr = PetscBLASIntCast(temp_constraints,&Blas_N);CHKERRQ(ierr);
5769           ierr = PetscBLASIntCast(temp_constraints,&Blas_K);CHKERRQ(ierr);
5770           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
5771           ierr = PetscBLASIntCast(temp_constraints,&Blas_LDB);CHKERRQ(ierr);
5772           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDC);CHKERRQ(ierr);
5773           if (j<temp_constraints) {
5774             PetscInt ii;
5775             for (k=j;k<temp_constraints;k++) singular_vals[k] = 1.0/PetscSqrtReal(singular_vals[k]);
5776             ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5777             PetscStackCallBLAS("BLASgemm",BLASgemm_("N","N",&Blas_M,&Blas_N,&Blas_K,&one,ptr_to_data,&Blas_LDA,correlation_mat,&Blas_LDB,&zero,temp_basis,&Blas_LDC));
5778             ierr = PetscFPTrapPop();CHKERRQ(ierr);
5779             for (k=0;k<temp_constraints-j;k++) {
5780               for (ii=0;ii<size_of_constraint;ii++) {
5781                 ptr_to_data[k*size_of_constraint+ii] = singular_vals[temp_constraints-1-k]*temp_basis[(temp_constraints-1-k)*size_of_constraint+ii];
5782               }
5783             }
5784           }
5785 #else  /* on missing GESVD */
5786           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
5787           ierr = PetscBLASIntCast(temp_constraints,&Blas_N);CHKERRQ(ierr);
5788           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
5789           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5790 #if !defined(PETSC_USE_COMPLEX)
5791           PetscStackCallBLAS("LAPACKgesvd",LAPACKgesvd_("O","N",&Blas_M,&Blas_N,ptr_to_data,&Blas_LDA,singular_vals,&dummy_scalar,&dummy_int,&dummy_scalar,&dummy_int,work,&lwork,&lierr));
5792 #else
5793           PetscStackCallBLAS("LAPACKgesvd",LAPACKgesvd_("O","N",&Blas_M,&Blas_N,ptr_to_data,&Blas_LDA,singular_vals,&dummy_scalar,&dummy_int,&dummy_scalar,&dummy_int,work,&lwork,rwork,&lierr));
5794 #endif
5795           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in GESVD Lapack routine %d",(int)lierr);
5796           ierr = PetscFPTrapPop();CHKERRQ(ierr);
5797           /* retain eigenvalues greater than tol: note that LAPACKgesvd gives eigs in descending order */
5798           k = temp_constraints;
5799           if (k > size_of_constraint) k = size_of_constraint;
5800           j = 0;
5801           while (j < k && singular_vals[k-j-1] < tol) j++;
5802           valid_constraints = k-j;
5803           total_counts = total_counts-temp_constraints+valid_constraints;
5804 #endif /* on missing GESVD */
5805         }
5806       }
5807       /* update pointers information */
5808       if (valid_constraints) {
5809         constraints_n[total_counts_cc] = valid_constraints;
5810         constraints_idxs_ptr[total_counts_cc+1] = constraints_idxs_ptr[total_counts_cc]+size_of_constraint;
5811         constraints_data_ptr[total_counts_cc+1] = constraints_data_ptr[total_counts_cc]+size_of_constraint*valid_constraints;
5812         /* set change_of_basis flag */
5813         if (boolforchange) {
5814           PetscBTSet(change_basis,total_counts_cc);
5815         }
5816         total_counts_cc++;
5817       }
5818     }
5819     /* free workspace */
5820     if (!skip_lapack) {
5821       ierr = PetscFree(work);CHKERRQ(ierr);
5822 #if defined(PETSC_USE_COMPLEX)
5823       ierr = PetscFree(rwork);CHKERRQ(ierr);
5824 #endif
5825       ierr = PetscFree(singular_vals);CHKERRQ(ierr);
5826 #if defined(PETSC_MISSING_LAPACK_GESVD)
5827       ierr = PetscFree(correlation_mat);CHKERRQ(ierr);
5828       ierr = PetscFree(temp_basis);CHKERRQ(ierr);
5829 #endif
5830     }
5831     for (k=0;k<nnsp_size;k++) {
5832       ierr = VecDestroy(&localnearnullsp[k]);CHKERRQ(ierr);
5833     }
5834     ierr = PetscFree(localnearnullsp);CHKERRQ(ierr);
5835     /* free index sets of faces, edges and vertices */
5836     for (i=0;i<n_ISForFaces;i++) {
5837       ierr = ISDestroy(&ISForFaces[i]);CHKERRQ(ierr);
5838     }
5839     if (n_ISForFaces) {
5840       ierr = PetscFree(ISForFaces);CHKERRQ(ierr);
5841     }
5842     for (i=0;i<n_ISForEdges;i++) {
5843       ierr = ISDestroy(&ISForEdges[i]);CHKERRQ(ierr);
5844     }
5845     if (n_ISForEdges) {
5846       ierr = PetscFree(ISForEdges);CHKERRQ(ierr);
5847     }
5848     ierr = ISDestroy(&ISForVertices);CHKERRQ(ierr);
5849   } else {
5850     PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
5851 
5852     total_counts = 0;
5853     n_vertices = 0;
5854     if (sub_schurs->is_vertices && pcbddc->use_vertices) {
5855       ierr = ISGetLocalSize(sub_schurs->is_vertices,&n_vertices);CHKERRQ(ierr);
5856     }
5857     max_constraints = 0;
5858     total_counts_cc = 0;
5859     for (i=0;i<sub_schurs->n_subs+n_vertices;i++) {
5860       total_counts += pcbddc->adaptive_constraints_n[i];
5861       if (pcbddc->adaptive_constraints_n[i]) total_counts_cc++;
5862       max_constraints = PetscMax(max_constraints,pcbddc->adaptive_constraints_n[i]);
5863     }
5864     constraints_idxs_ptr = pcbddc->adaptive_constraints_idxs_ptr;
5865     constraints_data_ptr = pcbddc->adaptive_constraints_data_ptr;
5866     constraints_idxs = pcbddc->adaptive_constraints_idxs;
5867     constraints_data = pcbddc->adaptive_constraints_data;
5868     /* constraints_n differs from pcbddc->adaptive_constraints_n */
5869     ierr = PetscMalloc1(total_counts_cc,&constraints_n);CHKERRQ(ierr);
5870     total_counts_cc = 0;
5871     for (i=0;i<sub_schurs->n_subs+n_vertices;i++) {
5872       if (pcbddc->adaptive_constraints_n[i]) {
5873         constraints_n[total_counts_cc++] = pcbddc->adaptive_constraints_n[i];
5874       }
5875     }
5876 #if 0
5877     printf("Found %d totals (%d)\n",total_counts_cc,total_counts);
5878     for (i=0;i<total_counts_cc;i++) {
5879       printf("const %d, start %d",i,constraints_idxs_ptr[i]);
5880       printf(" end %d:\n",constraints_idxs_ptr[i+1]);
5881       for (j=constraints_idxs_ptr[i];j<constraints_idxs_ptr[i+1];j++) {
5882         printf(" %d",constraints_idxs[j]);
5883       }
5884       printf("\n");
5885       printf("number of cc: %d\n",constraints_n[i]);
5886     }
5887     for (i=0;i<n_vertices;i++) {
5888       PetscPrintf(PETSC_COMM_SELF,"[%d] vertex %d, n %d\n",PetscGlobalRank,i,pcbddc->adaptive_constraints_n[i]);
5889     }
5890     for (i=0;i<sub_schurs->n_subs;i++) {
5891       PetscPrintf(PETSC_COMM_SELF,"[%d] sub %d, edge %d, n %d\n",PetscGlobalRank,i,(PetscBool)PetscBTLookup(sub_schurs->is_edge,i),pcbddc->adaptive_constraints_n[i+n_vertices]);
5892     }
5893 #endif
5894 
5895     max_size_of_constraint = 0;
5896     for (i=0;i<total_counts_cc;i++) max_size_of_constraint = PetscMax(max_size_of_constraint,constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i]);
5897     ierr = PetscMalloc1(constraints_idxs_ptr[total_counts_cc],&constraints_idxs_B);CHKERRQ(ierr);
5898     /* Change of basis */
5899     ierr = PetscBTCreate(total_counts_cc,&change_basis);CHKERRQ(ierr);
5900     if (pcbddc->use_change_of_basis) {
5901       for (i=0;i<sub_schurs->n_subs;i++) {
5902         if (PetscBTLookup(sub_schurs->is_edge,i) || pcbddc->use_change_on_faces) {
5903           ierr = PetscBTSet(change_basis,i+n_vertices);CHKERRQ(ierr);
5904         }
5905       }
5906     }
5907   }
5908   pcbddc->local_primal_size = total_counts;
5909   ierr = PetscMalloc1(pcbddc->local_primal_size+pcbddc->benign_n,&pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
5910 
5911   /* map constraints_idxs in boundary numbering */
5912   ierr = ISGlobalToLocalMappingApply(pcis->BtoNmap,IS_GTOLM_DROP,constraints_idxs_ptr[total_counts_cc],constraints_idxs,&i,constraints_idxs_B);CHKERRQ(ierr);
5913   if (i != constraints_idxs_ptr[total_counts_cc]) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error in boundary numbering for constraints indices %D != %D\n",constraints_idxs_ptr[total_counts_cc],i);
5914 
5915   /* Create constraint matrix */
5916   ierr = MatCreate(PETSC_COMM_SELF,&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
5917   ierr = MatSetType(pcbddc->ConstraintMatrix,MATAIJ);CHKERRQ(ierr);
5918   ierr = MatSetSizes(pcbddc->ConstraintMatrix,pcbddc->local_primal_size,pcis->n,pcbddc->local_primal_size,pcis->n);CHKERRQ(ierr);
5919 
5920   /* find primal_dofs: subdomain corners plus dofs selected as primal after change of basis */
5921   /* determine if a QR strategy is needed for change of basis */
5922   qr_needed = PETSC_FALSE;
5923   ierr = PetscBTCreate(total_counts_cc,&qr_needed_idx);CHKERRQ(ierr);
5924   total_primal_vertices=0;
5925   pcbddc->local_primal_size_cc = 0;
5926   for (i=0;i<total_counts_cc;i++) {
5927     size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
5928     if (size_of_constraint == 1 && pcbddc->mat_graph->custom_minimal_size) {
5929       pcbddc->primal_indices_local_idxs[total_primal_vertices++] = constraints_idxs[constraints_idxs_ptr[i]];
5930       pcbddc->local_primal_size_cc += 1;
5931     } else if (PetscBTLookup(change_basis,i)) {
5932       for (k=0;k<constraints_n[i];k++) {
5933         pcbddc->primal_indices_local_idxs[total_primal_vertices++] = constraints_idxs[constraints_idxs_ptr[i]+k];
5934       }
5935       pcbddc->local_primal_size_cc += constraints_n[i];
5936       if (constraints_n[i] > 1 || pcbddc->use_qr_single) {
5937         PetscBTSet(qr_needed_idx,i);
5938         qr_needed = PETSC_TRUE;
5939       }
5940     } else {
5941       pcbddc->local_primal_size_cc += 1;
5942     }
5943   }
5944   /* note that the local variable n_vertices used below stores the number of pointwise constraints */
5945   pcbddc->n_vertices = total_primal_vertices;
5946   /* permute indices in order to have a sorted set of vertices */
5947   ierr = PetscSortInt(total_primal_vertices,pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
5948   ierr = PetscMalloc2(pcbddc->local_primal_size_cc+pcbddc->benign_n,&pcbddc->local_primal_ref_node,pcbddc->local_primal_size_cc+pcbddc->benign_n,&pcbddc->local_primal_ref_mult);CHKERRQ(ierr);
5949   ierr = PetscMemcpy(pcbddc->local_primal_ref_node,pcbddc->primal_indices_local_idxs,total_primal_vertices*sizeof(PetscInt));CHKERRQ(ierr);
5950   for (i=0;i<total_primal_vertices;i++) pcbddc->local_primal_ref_mult[i] = 1;
5951 
5952   /* nonzero structure of constraint matrix */
5953   /* and get reference dof for local constraints */
5954   ierr = PetscMalloc1(pcbddc->local_primal_size,&nnz);CHKERRQ(ierr);
5955   for (i=0;i<total_primal_vertices;i++) nnz[i] = 1;
5956 
5957   j = total_primal_vertices;
5958   total_counts = total_primal_vertices;
5959   cum = total_primal_vertices;
5960   for (i=n_vertices;i<total_counts_cc;i++) {
5961     if (!PetscBTLookup(change_basis,i)) {
5962       pcbddc->local_primal_ref_node[cum] = constraints_idxs[constraints_idxs_ptr[i]];
5963       pcbddc->local_primal_ref_mult[cum] = constraints_n[i];
5964       cum++;
5965       size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
5966       for (k=0;k<constraints_n[i];k++) {
5967         pcbddc->primal_indices_local_idxs[total_counts++] = constraints_idxs[constraints_idxs_ptr[i]+k];
5968         nnz[j+k] = size_of_constraint;
5969       }
5970       j += constraints_n[i];
5971     }
5972   }
5973   ierr = MatSeqAIJSetPreallocation(pcbddc->ConstraintMatrix,0,nnz);CHKERRQ(ierr);
5974   ierr = PetscFree(nnz);CHKERRQ(ierr);
5975 
5976   /* set values in constraint matrix */
5977   for (i=0;i<total_primal_vertices;i++) {
5978     ierr = MatSetValue(pcbddc->ConstraintMatrix,i,pcbddc->local_primal_ref_node[i],1.0,INSERT_VALUES);CHKERRQ(ierr);
5979   }
5980   total_counts = total_primal_vertices;
5981   for (i=n_vertices;i<total_counts_cc;i++) {
5982     if (!PetscBTLookup(change_basis,i)) {
5983       PetscInt *cols;
5984 
5985       size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
5986       cols = constraints_idxs+constraints_idxs_ptr[i];
5987       for (k=0;k<constraints_n[i];k++) {
5988         PetscInt    row = total_counts+k;
5989         PetscScalar *vals;
5990 
5991         vals = constraints_data+constraints_data_ptr[i]+k*size_of_constraint;
5992         ierr = MatSetValues(pcbddc->ConstraintMatrix,1,&row,size_of_constraint,cols,vals,INSERT_VALUES);CHKERRQ(ierr);
5993       }
5994       total_counts += constraints_n[i];
5995     }
5996   }
5997   /* assembling */
5998   ierr = MatAssemblyBegin(pcbddc->ConstraintMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
5999   ierr = MatAssemblyEnd(pcbddc->ConstraintMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6000 
6001   /*
6002   ierr = PetscViewerPushFormat(PETSC_VIEWER_STDOUT_SELF,PETSC_VIEWER_ASCII_MATLAB);CHKERRQ(ierr);
6003   ierr = MatView(pcbddc->ConstraintMatrix,(PetscViewer)0);CHKERRQ(ierr);
6004   ierr = PetscViewerPopFormat(PETSC_VIEWER_STDOUT_SELF);CHKERRQ(ierr);
6005   */
6006   /* Create matrix for change of basis. We don't need it in case pcbddc->use_change_of_basis is FALSE */
6007   if (pcbddc->use_change_of_basis) {
6008     /* dual and primal dofs on a single cc */
6009     PetscInt     dual_dofs,primal_dofs;
6010     /* working stuff for GEQRF */
6011     PetscScalar  *qr_basis,*qr_tau = NULL,*qr_work,lqr_work_t;
6012     PetscBLASInt lqr_work;
6013     /* working stuff for UNGQR */
6014     PetscScalar  *gqr_work,lgqr_work_t;
6015     PetscBLASInt lgqr_work;
6016     /* working stuff for TRTRS */
6017     PetscScalar  *trs_rhs;
6018     PetscBLASInt Blas_NRHS;
6019     /* pointers for values insertion into change of basis matrix */
6020     PetscInt     *start_rows,*start_cols;
6021     PetscScalar  *start_vals;
6022     /* working stuff for values insertion */
6023     PetscBT      is_primal;
6024     PetscInt     *aux_primal_numbering_B;
6025     /* matrix sizes */
6026     PetscInt     global_size,local_size;
6027     /* temporary change of basis */
6028     Mat          localChangeOfBasisMatrix;
6029     /* extra space for debugging */
6030     PetscScalar  *dbg_work;
6031 
6032     /* local temporary change of basis acts on local interfaces -> dimension is n_B x n_B */
6033     ierr = MatCreate(PETSC_COMM_SELF,&localChangeOfBasisMatrix);CHKERRQ(ierr);
6034     ierr = MatSetType(localChangeOfBasisMatrix,MATAIJ);CHKERRQ(ierr);
6035     ierr = MatSetSizes(localChangeOfBasisMatrix,pcis->n,pcis->n,pcis->n,pcis->n);CHKERRQ(ierr);
6036     /* nonzeros for local mat */
6037     ierr = PetscMalloc1(pcis->n,&nnz);CHKERRQ(ierr);
6038     if (!pcbddc->benign_change || pcbddc->fake_change) {
6039       for (i=0;i<pcis->n;i++) nnz[i]=1;
6040     } else {
6041       const PetscInt *ii;
6042       PetscInt       n;
6043       PetscBool      flg_row;
6044       ierr = MatGetRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,NULL,&flg_row);CHKERRQ(ierr);
6045       for (i=0;i<n;i++) nnz[i] = ii[i+1]-ii[i];
6046       ierr = MatRestoreRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,NULL,&flg_row);CHKERRQ(ierr);
6047     }
6048     for (i=n_vertices;i<total_counts_cc;i++) {
6049       if (PetscBTLookup(change_basis,i)) {
6050         size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
6051         if (PetscBTLookup(qr_needed_idx,i)) {
6052           for (j=0;j<size_of_constraint;j++) nnz[constraints_idxs[constraints_idxs_ptr[i]+j]] = size_of_constraint;
6053         } else {
6054           nnz[constraints_idxs[constraints_idxs_ptr[i]]] = size_of_constraint;
6055           for (j=1;j<size_of_constraint;j++) nnz[constraints_idxs[constraints_idxs_ptr[i]+j]] = 2;
6056         }
6057       }
6058     }
6059     ierr = MatSeqAIJSetPreallocation(localChangeOfBasisMatrix,0,nnz);CHKERRQ(ierr);
6060     ierr = PetscFree(nnz);CHKERRQ(ierr);
6061     /* Set interior change in the matrix */
6062     if (!pcbddc->benign_change || pcbddc->fake_change) {
6063       for (i=0;i<pcis->n;i++) {
6064         ierr = MatSetValue(localChangeOfBasisMatrix,i,i,1.0,INSERT_VALUES);CHKERRQ(ierr);
6065       }
6066     } else {
6067       const PetscInt *ii,*jj;
6068       PetscScalar    *aa;
6069       PetscInt       n;
6070       PetscBool      flg_row;
6071       ierr = MatGetRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&jj,&flg_row);CHKERRQ(ierr);
6072       ierr = MatSeqAIJGetArray(pcbddc->benign_change,&aa);CHKERRQ(ierr);
6073       for (i=0;i<n;i++) {
6074         ierr = MatSetValues(localChangeOfBasisMatrix,1,&i,ii[i+1]-ii[i],jj+ii[i],aa+ii[i],INSERT_VALUES);CHKERRQ(ierr);
6075       }
6076       ierr = MatSeqAIJRestoreArray(pcbddc->benign_change,&aa);CHKERRQ(ierr);
6077       ierr = MatRestoreRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&jj,&flg_row);CHKERRQ(ierr);
6078     }
6079 
6080     if (pcbddc->dbg_flag) {
6081       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"--------------------------------------------------------------\n");CHKERRQ(ierr);
6082       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Checking change of basis computation for subdomain %04d\n",PetscGlobalRank);CHKERRQ(ierr);
6083     }
6084 
6085 
6086     /* Now we loop on the constraints which need a change of basis */
6087     /*
6088        Change of basis matrix is evaluated similarly to the FIRST APPROACH in
6089        Klawonn and Widlund, Dual-primal FETI-DP methods for linear elasticity, (see Sect 6.2.1)
6090 
6091        Basic blocks of change of basis matrix T computed by
6092 
6093           - Using the following block transformation if there is only a primal dof on the cc (and -pc_bddc_use_qr_single is not specified)
6094 
6095             | 1        0   ...        0         s_1/S |
6096             | 0        1   ...        0         s_2/S |
6097             |              ...                        |
6098             | 0        ...            1     s_{n-1}/S |
6099             | -s_1/s_n ...    -s_{n-1}/s_n      s_n/S |
6100 
6101             with S = \sum_{i=1}^n s_i^2
6102             NOTE: in the above example, the primal dof is the last one of the edge in LOCAL ordering
6103                   in the current implementation, the primal dof is the first one of the edge in GLOBAL ordering
6104 
6105           - QR decomposition of constraints otherwise
6106     */
6107     if (qr_needed) {
6108       /* space to store Q */
6109       ierr = PetscMalloc1(max_size_of_constraint*max_size_of_constraint,&qr_basis);CHKERRQ(ierr);
6110       /* array to store scaling factors for reflectors */
6111       ierr = PetscMalloc1(max_constraints,&qr_tau);CHKERRQ(ierr);
6112       /* first we issue queries for optimal work */
6113       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_M);CHKERRQ(ierr);
6114       ierr = PetscBLASIntCast(max_constraints,&Blas_N);CHKERRQ(ierr);
6115       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6116       lqr_work = -1;
6117       PetscStackCallBLAS("LAPACKgeqrf",LAPACKgeqrf_(&Blas_M,&Blas_N,qr_basis,&Blas_LDA,qr_tau,&lqr_work_t,&lqr_work,&lierr));
6118       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to GEQRF Lapack routine %d",(int)lierr);
6119       ierr = PetscBLASIntCast((PetscInt)PetscRealPart(lqr_work_t),&lqr_work);CHKERRQ(ierr);
6120       ierr = PetscMalloc1((PetscInt)PetscRealPart(lqr_work_t),&qr_work);CHKERRQ(ierr);
6121       lgqr_work = -1;
6122       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_M);CHKERRQ(ierr);
6123       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_N);CHKERRQ(ierr);
6124       ierr = PetscBLASIntCast(max_constraints,&Blas_K);CHKERRQ(ierr);
6125       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6126       if (Blas_K>Blas_M) Blas_K=Blas_M; /* adjust just for computing optimal work */
6127       PetscStackCallBLAS("LAPACKorgqr",LAPACKorgqr_(&Blas_M,&Blas_N,&Blas_K,qr_basis,&Blas_LDA,qr_tau,&lgqr_work_t,&lgqr_work,&lierr));
6128       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to ORGQR/UNGQR Lapack routine %d",(int)lierr);
6129       ierr = PetscBLASIntCast((PetscInt)PetscRealPart(lgqr_work_t),&lgqr_work);CHKERRQ(ierr);
6130       ierr = PetscMalloc1((PetscInt)PetscRealPart(lgqr_work_t),&gqr_work);CHKERRQ(ierr);
6131       /* array to store rhs and solution of triangular solver */
6132       ierr = PetscMalloc1(max_constraints*max_constraints,&trs_rhs);CHKERRQ(ierr);
6133       /* allocating workspace for check */
6134       if (pcbddc->dbg_flag) {
6135         ierr = PetscMalloc1(max_size_of_constraint*(max_constraints+max_size_of_constraint),&dbg_work);CHKERRQ(ierr);
6136       }
6137     }
6138     /* array to store whether a node is primal or not */
6139     ierr = PetscBTCreate(pcis->n_B,&is_primal);CHKERRQ(ierr);
6140     ierr = PetscMalloc1(total_primal_vertices,&aux_primal_numbering_B);CHKERRQ(ierr);
6141     ierr = ISGlobalToLocalMappingApply(pcis->BtoNmap,IS_GTOLM_DROP,total_primal_vertices,pcbddc->local_primal_ref_node,&i,aux_primal_numbering_B);CHKERRQ(ierr);
6142     if (i != total_primal_vertices) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error in boundary numbering for BDDC vertices! %D != %D\n",total_primal_vertices,i);
6143     for (i=0;i<total_primal_vertices;i++) {
6144       ierr = PetscBTSet(is_primal,aux_primal_numbering_B[i]);CHKERRQ(ierr);
6145     }
6146     ierr = PetscFree(aux_primal_numbering_B);CHKERRQ(ierr);
6147 
6148     /* loop on constraints and see whether or not they need a change of basis and compute it */
6149     for (total_counts=n_vertices;total_counts<total_counts_cc;total_counts++) {
6150       size_of_constraint = constraints_idxs_ptr[total_counts+1]-constraints_idxs_ptr[total_counts];
6151       if (PetscBTLookup(change_basis,total_counts)) {
6152         /* get constraint info */
6153         primal_dofs = constraints_n[total_counts];
6154         dual_dofs = size_of_constraint-primal_dofs;
6155 
6156         if (pcbddc->dbg_flag) {
6157           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Constraints %d: %d need a change of basis (size %d)\n",total_counts,primal_dofs,size_of_constraint);CHKERRQ(ierr);
6158         }
6159 
6160         if (PetscBTLookup(qr_needed_idx,total_counts)) { /* QR */
6161 
6162           /* copy quadrature constraints for change of basis check */
6163           if (pcbddc->dbg_flag) {
6164             ierr = PetscMemcpy(dbg_work,&constraints_data[constraints_data_ptr[total_counts]],size_of_constraint*primal_dofs*sizeof(PetscScalar));CHKERRQ(ierr);
6165           }
6166           /* copy temporary constraints into larger work vector (in order to store all columns of Q) */
6167           ierr = PetscMemcpy(qr_basis,&constraints_data[constraints_data_ptr[total_counts]],size_of_constraint*primal_dofs*sizeof(PetscScalar));CHKERRQ(ierr);
6168 
6169           /* compute QR decomposition of constraints */
6170           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6171           ierr = PetscBLASIntCast(primal_dofs,&Blas_N);CHKERRQ(ierr);
6172           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6173           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6174           PetscStackCallBLAS("LAPACKgeqrf",LAPACKgeqrf_(&Blas_M,&Blas_N,qr_basis,&Blas_LDA,qr_tau,qr_work,&lqr_work,&lierr));
6175           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in GEQRF Lapack routine %d",(int)lierr);
6176           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6177 
6178           /* explictly compute R^-T */
6179           ierr = PetscMemzero(trs_rhs,primal_dofs*primal_dofs*sizeof(*trs_rhs));CHKERRQ(ierr);
6180           for (j=0;j<primal_dofs;j++) trs_rhs[j*(primal_dofs+1)] = 1.0;
6181           ierr = PetscBLASIntCast(primal_dofs,&Blas_N);CHKERRQ(ierr);
6182           ierr = PetscBLASIntCast(primal_dofs,&Blas_NRHS);CHKERRQ(ierr);
6183           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6184           ierr = PetscBLASIntCast(primal_dofs,&Blas_LDB);CHKERRQ(ierr);
6185           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6186           PetscStackCallBLAS("LAPACKtrtrs",LAPACKtrtrs_("U","T","N",&Blas_N,&Blas_NRHS,qr_basis,&Blas_LDA,trs_rhs,&Blas_LDB,&lierr));
6187           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in TRTRS Lapack routine %d",(int)lierr);
6188           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6189 
6190           /* explicitly compute all columns of Q (Q = [Q1 | Q2] ) overwriting QR factorization in qr_basis */
6191           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6192           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6193           ierr = PetscBLASIntCast(primal_dofs,&Blas_K);CHKERRQ(ierr);
6194           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6195           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6196           PetscStackCallBLAS("LAPACKorgqr",LAPACKorgqr_(&Blas_M,&Blas_N,&Blas_K,qr_basis,&Blas_LDA,qr_tau,gqr_work,&lgqr_work,&lierr));
6197           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in ORGQR/UNGQR Lapack routine %d",(int)lierr);
6198           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6199 
6200           /* first primal_dofs columns of Q need to be re-scaled in order to be unitary w.r.t constraints
6201              i.e. C_{pxn}*Q_{nxn} should be equal to [I_pxp | 0_pxd] (see check below)
6202              where n=size_of_constraint, p=primal_dofs, d=dual_dofs (n=p+d), I and 0 identity and null matrix resp. */
6203           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6204           ierr = PetscBLASIntCast(primal_dofs,&Blas_N);CHKERRQ(ierr);
6205           ierr = PetscBLASIntCast(primal_dofs,&Blas_K);CHKERRQ(ierr);
6206           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6207           ierr = PetscBLASIntCast(primal_dofs,&Blas_LDB);CHKERRQ(ierr);
6208           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDC);CHKERRQ(ierr);
6209           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6210           PetscStackCallBLAS("BLASgemm",BLASgemm_("N","N",&Blas_M,&Blas_N,&Blas_K,&one,qr_basis,&Blas_LDA,trs_rhs,&Blas_LDB,&zero,constraints_data+constraints_data_ptr[total_counts],&Blas_LDC));
6211           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6212           ierr = PetscMemcpy(qr_basis,&constraints_data[constraints_data_ptr[total_counts]],size_of_constraint*primal_dofs*sizeof(PetscScalar));CHKERRQ(ierr);
6213 
6214           /* insert values in change of basis matrix respecting global ordering of new primal dofs */
6215           start_rows = &constraints_idxs[constraints_idxs_ptr[total_counts]];
6216           /* insert cols for primal dofs */
6217           for (j=0;j<primal_dofs;j++) {
6218             start_vals = &qr_basis[j*size_of_constraint];
6219             start_cols = &constraints_idxs[constraints_idxs_ptr[total_counts]+j];
6220             ierr = MatSetValues(localChangeOfBasisMatrix,size_of_constraint,start_rows,1,start_cols,start_vals,INSERT_VALUES);CHKERRQ(ierr);
6221           }
6222           /* insert cols for dual dofs */
6223           for (j=0,k=0;j<dual_dofs;k++) {
6224             if (!PetscBTLookup(is_primal,constraints_idxs_B[constraints_idxs_ptr[total_counts]+k])) {
6225               start_vals = &qr_basis[(primal_dofs+j)*size_of_constraint];
6226               start_cols = &constraints_idxs[constraints_idxs_ptr[total_counts]+k];
6227               ierr = MatSetValues(localChangeOfBasisMatrix,size_of_constraint,start_rows,1,start_cols,start_vals,INSERT_VALUES);CHKERRQ(ierr);
6228               j++;
6229             }
6230           }
6231 
6232           /* check change of basis */
6233           if (pcbddc->dbg_flag) {
6234             PetscInt   ii,jj;
6235             PetscBool valid_qr=PETSC_TRUE;
6236             ierr = PetscBLASIntCast(primal_dofs,&Blas_M);CHKERRQ(ierr);
6237             ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6238             ierr = PetscBLASIntCast(size_of_constraint,&Blas_K);CHKERRQ(ierr);
6239             ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6240             ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDB);CHKERRQ(ierr);
6241             ierr = PetscBLASIntCast(primal_dofs,&Blas_LDC);CHKERRQ(ierr);
6242             ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6243             PetscStackCallBLAS("BLASgemm",BLASgemm_("T","N",&Blas_M,&Blas_N,&Blas_K,&one,dbg_work,&Blas_LDA,qr_basis,&Blas_LDB,&zero,&dbg_work[size_of_constraint*primal_dofs],&Blas_LDC));
6244             ierr = PetscFPTrapPop();CHKERRQ(ierr);
6245             for (jj=0;jj<size_of_constraint;jj++) {
6246               for (ii=0;ii<primal_dofs;ii++) {
6247                 if (ii != jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]) > 1.e-12) valid_qr = PETSC_FALSE;
6248                 if (ii == jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]-(PetscReal)1) > 1.e-12) valid_qr = PETSC_FALSE;
6249               }
6250             }
6251             if (!valid_qr) {
6252               ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"\t-> wrong change of basis!\n");CHKERRQ(ierr);
6253               for (jj=0;jj<size_of_constraint;jj++) {
6254                 for (ii=0;ii<primal_dofs;ii++) {
6255                   if (ii != jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]) > 1.e-12) {
6256                     PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"\tQr basis function %d is not orthogonal to constraint %d (%1.14e)!\n",jj,ii,PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]));
6257                   }
6258                   if (ii == jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]-(PetscReal)1) > 1.e-12) {
6259                     PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"\tQr basis function %d is not unitary w.r.t constraint %d (%1.14e)!\n",jj,ii,PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]));
6260                   }
6261                 }
6262               }
6263             } else {
6264               ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"\t-> right change of basis!\n");CHKERRQ(ierr);
6265             }
6266           }
6267         } else { /* simple transformation block */
6268           PetscInt    row,col;
6269           PetscScalar val,norm;
6270 
6271           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6272           PetscStackCallBLAS("BLASdot",norm = BLASdot_(&Blas_N,constraints_data+constraints_data_ptr[total_counts],&Blas_one,constraints_data+constraints_data_ptr[total_counts],&Blas_one));
6273           for (j=0;j<size_of_constraint;j++) {
6274             PetscInt row_B = constraints_idxs_B[constraints_idxs_ptr[total_counts]+j];
6275             row = constraints_idxs[constraints_idxs_ptr[total_counts]+j];
6276             if (!PetscBTLookup(is_primal,row_B)) {
6277               col = constraints_idxs[constraints_idxs_ptr[total_counts]];
6278               ierr = MatSetValue(localChangeOfBasisMatrix,row,row,1.0,INSERT_VALUES);CHKERRQ(ierr);
6279               ierr = MatSetValue(localChangeOfBasisMatrix,row,col,constraints_data[constraints_data_ptr[total_counts]+j]/norm,INSERT_VALUES);CHKERRQ(ierr);
6280             } else {
6281               for (k=0;k<size_of_constraint;k++) {
6282                 col = constraints_idxs[constraints_idxs_ptr[total_counts]+k];
6283                 if (row != col) {
6284                   val = -constraints_data[constraints_data_ptr[total_counts]+k]/constraints_data[constraints_data_ptr[total_counts]];
6285                 } else {
6286                   val = constraints_data[constraints_data_ptr[total_counts]]/norm;
6287                 }
6288                 ierr = MatSetValue(localChangeOfBasisMatrix,row,col,val,INSERT_VALUES);CHKERRQ(ierr);
6289               }
6290             }
6291           }
6292           if (pcbddc->dbg_flag) {
6293             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"\t-> using standard change of basis\n");CHKERRQ(ierr);
6294           }
6295         }
6296       } else {
6297         if (pcbddc->dbg_flag) {
6298           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Constraint %d does not need a change of basis (size %d)\n",total_counts,size_of_constraint);CHKERRQ(ierr);
6299         }
6300       }
6301     }
6302 
6303     /* free workspace */
6304     if (qr_needed) {
6305       if (pcbddc->dbg_flag) {
6306         ierr = PetscFree(dbg_work);CHKERRQ(ierr);
6307       }
6308       ierr = PetscFree(trs_rhs);CHKERRQ(ierr);
6309       ierr = PetscFree(qr_tau);CHKERRQ(ierr);
6310       ierr = PetscFree(qr_work);CHKERRQ(ierr);
6311       ierr = PetscFree(gqr_work);CHKERRQ(ierr);
6312       ierr = PetscFree(qr_basis);CHKERRQ(ierr);
6313     }
6314     ierr = PetscBTDestroy(&is_primal);CHKERRQ(ierr);
6315     ierr = MatAssemblyBegin(localChangeOfBasisMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6316     ierr = MatAssemblyEnd(localChangeOfBasisMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6317 
6318     /* assembling of global change of variable */
6319     if (!pcbddc->fake_change) {
6320       Mat      tmat;
6321       PetscInt bs;
6322 
6323       ierr = VecGetSize(pcis->vec1_global,&global_size);CHKERRQ(ierr);
6324       ierr = VecGetLocalSize(pcis->vec1_global,&local_size);CHKERRQ(ierr);
6325       ierr = MatDuplicate(pc->pmat,MAT_DO_NOT_COPY_VALUES,&tmat);CHKERRQ(ierr);
6326       ierr = MatISSetLocalMat(tmat,localChangeOfBasisMatrix);CHKERRQ(ierr);
6327       ierr = MatCreate(PetscObjectComm((PetscObject)pc),&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
6328       ierr = MatSetType(pcbddc->ChangeOfBasisMatrix,MATAIJ);CHKERRQ(ierr);
6329       ierr = MatGetBlockSize(pc->pmat,&bs);CHKERRQ(ierr);
6330       ierr = MatSetBlockSize(pcbddc->ChangeOfBasisMatrix,bs);CHKERRQ(ierr);
6331       ierr = MatSetSizes(pcbddc->ChangeOfBasisMatrix,local_size,local_size,global_size,global_size);CHKERRQ(ierr);
6332       ierr = MatISSetMPIXAIJPreallocation_Private(tmat,pcbddc->ChangeOfBasisMatrix,PETSC_TRUE);CHKERRQ(ierr);
6333       ierr = MatISGetMPIXAIJ(tmat,MAT_REUSE_MATRIX,&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
6334       ierr = MatDestroy(&tmat);CHKERRQ(ierr);
6335       ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
6336       ierr = VecSet(pcis->vec1_N,1.0);CHKERRQ(ierr);
6337       ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6338       ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6339       ierr = VecReciprocal(pcis->vec1_global);CHKERRQ(ierr);
6340       ierr = MatDiagonalScale(pcbddc->ChangeOfBasisMatrix,pcis->vec1_global,NULL);CHKERRQ(ierr);
6341 
6342       /* check */
6343       if (pcbddc->dbg_flag) {
6344         PetscReal error;
6345         Vec       x,x_change;
6346 
6347         ierr = VecDuplicate(pcis->vec1_global,&x);CHKERRQ(ierr);
6348         ierr = VecDuplicate(pcis->vec1_global,&x_change);CHKERRQ(ierr);
6349         ierr = VecSetRandom(x,NULL);CHKERRQ(ierr);
6350         ierr = VecCopy(x,pcis->vec1_global);CHKERRQ(ierr);
6351         ierr = VecScatterBegin(matis->rctx,x,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6352         ierr = VecScatterEnd(matis->rctx,x,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6353         ierr = MatMult(localChangeOfBasisMatrix,pcis->vec1_N,pcis->vec2_N);CHKERRQ(ierr);
6354         ierr = VecScatterBegin(matis->rctx,pcis->vec2_N,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6355         ierr = VecScatterEnd(matis->rctx,pcis->vec2_N,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6356         ierr = MatMult(pcbddc->ChangeOfBasisMatrix,pcis->vec1_global,x_change);CHKERRQ(ierr);
6357         ierr = VecAXPY(x,-1.0,x_change);CHKERRQ(ierr);
6358         ierr = VecNorm(x,NORM_INFINITY,&error);CHKERRQ(ierr);
6359         if (error > PETSC_SMALL) {
6360           SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"Error global vs local change on N: %1.6e\n",error);
6361         }
6362         ierr = VecDestroy(&x);CHKERRQ(ierr);
6363         ierr = VecDestroy(&x_change);CHKERRQ(ierr);
6364       }
6365       /* adapt sub_schurs computed (if any) */
6366       if (pcbddc->use_deluxe_scaling) {
6367         PCBDDCSubSchurs sub_schurs=pcbddc->sub_schurs;
6368 
6369         if (pcbddc->use_change_of_basis && pcbddc->adaptive_userdefined) SETERRQ(PetscObjectComm((PetscObject)pc),PETSC_ERR_SUP,"Cannot mix automatic change of basis, adaptive selection and user-defined constraints");
6370         if (sub_schurs && sub_schurs->S_Ej_all) {
6371           Mat                    S_new,tmat;
6372           IS                     is_all_N,is_V_Sall = NULL;
6373 
6374           ierr = ISLocalToGlobalMappingApplyIS(pcis->BtoNmap,sub_schurs->is_Ej_all,&is_all_N);CHKERRQ(ierr);
6375           ierr = MatCreateSubMatrix(localChangeOfBasisMatrix,is_all_N,is_all_N,MAT_INITIAL_MATRIX,&tmat);CHKERRQ(ierr);
6376           if (pcbddc->deluxe_zerorows) {
6377             ISLocalToGlobalMapping NtoSall;
6378             IS                     is_V;
6379             ierr = ISCreateGeneral(PETSC_COMM_SELF,pcbddc->n_vertices,pcbddc->local_primal_ref_node,PETSC_COPY_VALUES,&is_V);CHKERRQ(ierr);
6380             ierr = ISLocalToGlobalMappingCreateIS(is_all_N,&NtoSall);CHKERRQ(ierr);
6381             ierr = ISGlobalToLocalMappingApplyIS(NtoSall,IS_GTOLM_DROP,is_V,&is_V_Sall);CHKERRQ(ierr);
6382             ierr = ISLocalToGlobalMappingDestroy(&NtoSall);CHKERRQ(ierr);
6383             ierr = ISDestroy(&is_V);CHKERRQ(ierr);
6384           }
6385           ierr = ISDestroy(&is_all_N);CHKERRQ(ierr);
6386           ierr = MatPtAP(sub_schurs->S_Ej_all,tmat,MAT_INITIAL_MATRIX,1.0,&S_new);CHKERRQ(ierr);
6387           ierr = MatDestroy(&sub_schurs->S_Ej_all);CHKERRQ(ierr);
6388           ierr = PetscObjectReference((PetscObject)S_new);CHKERRQ(ierr);
6389           if (pcbddc->deluxe_zerorows) {
6390             const PetscScalar *array;
6391             const PetscInt    *idxs_V,*idxs_all;
6392             PetscInt          i,n_V;
6393 
6394             ierr = MatZeroRowsColumnsIS(S_new,is_V_Sall,1.,NULL,NULL);CHKERRQ(ierr);
6395             ierr = ISGetLocalSize(is_V_Sall,&n_V);CHKERRQ(ierr);
6396             ierr = ISGetIndices(is_V_Sall,&idxs_V);CHKERRQ(ierr);
6397             ierr = ISGetIndices(sub_schurs->is_Ej_all,&idxs_all);CHKERRQ(ierr);
6398             ierr = VecGetArrayRead(pcis->D,&array);CHKERRQ(ierr);
6399             for (i=0;i<n_V;i++) {
6400               PetscScalar val;
6401               PetscInt    idx;
6402 
6403               idx = idxs_V[i];
6404               val = array[idxs_all[idxs_V[i]]];
6405               ierr = MatSetValue(S_new,idx,idx,val,INSERT_VALUES);CHKERRQ(ierr);
6406             }
6407             ierr = MatAssemblyBegin(S_new,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6408             ierr = MatAssemblyEnd(S_new,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6409             ierr = VecRestoreArrayRead(pcis->D,&array);CHKERRQ(ierr);
6410             ierr = ISRestoreIndices(sub_schurs->is_Ej_all,&idxs_all);CHKERRQ(ierr);
6411             ierr = ISRestoreIndices(is_V_Sall,&idxs_V);CHKERRQ(ierr);
6412           }
6413           sub_schurs->S_Ej_all = S_new;
6414           ierr = MatDestroy(&S_new);CHKERRQ(ierr);
6415           if (sub_schurs->sum_S_Ej_all) {
6416             ierr = MatPtAP(sub_schurs->sum_S_Ej_all,tmat,MAT_INITIAL_MATRIX,1.0,&S_new);CHKERRQ(ierr);
6417             ierr = MatDestroy(&sub_schurs->sum_S_Ej_all);CHKERRQ(ierr);
6418             ierr = PetscObjectReference((PetscObject)S_new);CHKERRQ(ierr);
6419             if (pcbddc->deluxe_zerorows) {
6420               ierr = MatZeroRowsColumnsIS(S_new,is_V_Sall,1.,NULL,NULL);CHKERRQ(ierr);
6421             }
6422             sub_schurs->sum_S_Ej_all = S_new;
6423             ierr = MatDestroy(&S_new);CHKERRQ(ierr);
6424           }
6425           ierr = ISDestroy(&is_V_Sall);CHKERRQ(ierr);
6426           ierr = MatDestroy(&tmat);CHKERRQ(ierr);
6427         }
6428         /* destroy any change of basis context in sub_schurs */
6429         if (sub_schurs && sub_schurs->change) {
6430           PetscInt i;
6431 
6432           for (i=0;i<sub_schurs->n_subs;i++) {
6433             ierr = KSPDestroy(&sub_schurs->change[i]);CHKERRQ(ierr);
6434           }
6435           ierr = PetscFree(sub_schurs->change);CHKERRQ(ierr);
6436         }
6437       }
6438       if (pcbddc->switch_static) { /* need to save the local change */
6439         pcbddc->switch_static_change = localChangeOfBasisMatrix;
6440       } else {
6441         ierr = MatDestroy(&localChangeOfBasisMatrix);CHKERRQ(ierr);
6442       }
6443       /* determine if any process has changed the pressures locally */
6444       pcbddc->change_interior = pcbddc->benign_have_null;
6445     } else { /* fake change (get back change of basis into ConstraintMatrix and info on qr) */
6446       ierr = MatDestroy(&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
6447       pcbddc->ConstraintMatrix = localChangeOfBasisMatrix;
6448       pcbddc->use_qr_single = qr_needed;
6449     }
6450   } else if (pcbddc->user_ChangeOfBasisMatrix || pcbddc->benign_saddle_point) {
6451     if (!pcbddc->benign_have_null && pcbddc->user_ChangeOfBasisMatrix) {
6452       ierr = PetscObjectReference((PetscObject)pcbddc->user_ChangeOfBasisMatrix);CHKERRQ(ierr);
6453       pcbddc->ChangeOfBasisMatrix = pcbddc->user_ChangeOfBasisMatrix;
6454     } else {
6455       Mat benign_global = NULL;
6456       if (pcbddc->benign_have_null) {
6457         Mat tmat;
6458 
6459         pcbddc->change_interior = PETSC_TRUE;
6460         ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
6461         ierr = VecSet(pcis->vec1_N,1.0);CHKERRQ(ierr);
6462         ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6463         ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6464         ierr = VecReciprocal(pcis->vec1_global);CHKERRQ(ierr);
6465         ierr = VecScatterBegin(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6466         ierr = VecScatterEnd(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6467         ierr = MatDuplicate(pc->pmat,MAT_DO_NOT_COPY_VALUES,&tmat);CHKERRQ(ierr);
6468         if (pcbddc->benign_change) {
6469           Mat M;
6470 
6471           ierr = MatDuplicate(pcbddc->benign_change,MAT_COPY_VALUES,&M);CHKERRQ(ierr);
6472           ierr = MatDiagonalScale(M,pcis->vec1_N,NULL);CHKERRQ(ierr);
6473           ierr = MatISSetLocalMat(tmat,M);CHKERRQ(ierr);
6474           ierr = MatDestroy(&M);CHKERRQ(ierr);
6475         } else {
6476           Mat         eye;
6477           PetscScalar *array;
6478 
6479           ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr);
6480           ierr = MatCreateSeqAIJ(PETSC_COMM_SELF,pcis->n,pcis->n,1,NULL,&eye);CHKERRQ(ierr);
6481           for (i=0;i<pcis->n;i++) {
6482             ierr = MatSetValue(eye,i,i,array[i],INSERT_VALUES);CHKERRQ(ierr);
6483           }
6484           ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr);
6485           ierr = MatAssemblyBegin(eye,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6486           ierr = MatAssemblyEnd(eye,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6487           ierr = MatISSetLocalMat(tmat,eye);CHKERRQ(ierr);
6488           ierr = MatDestroy(&eye);CHKERRQ(ierr);
6489         }
6490         ierr = MatISGetMPIXAIJ(tmat,MAT_INITIAL_MATRIX,&benign_global);CHKERRQ(ierr);
6491         ierr = MatDestroy(&tmat);CHKERRQ(ierr);
6492       }
6493       if (pcbddc->user_ChangeOfBasisMatrix) {
6494         ierr = MatMatMult(pcbddc->user_ChangeOfBasisMatrix,benign_global,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
6495         ierr = MatDestroy(&benign_global);CHKERRQ(ierr);
6496       } else if (pcbddc->benign_have_null) {
6497         pcbddc->ChangeOfBasisMatrix = benign_global;
6498       }
6499     }
6500     if (pcbddc->switch_static && pcbddc->ChangeOfBasisMatrix) { /* need to save the local change */
6501       IS             is_global;
6502       const PetscInt *gidxs;
6503 
6504       ierr = ISLocalToGlobalMappingGetIndices(pc->pmat->rmap->mapping,&gidxs);CHKERRQ(ierr);
6505       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),pcis->n,gidxs,PETSC_COPY_VALUES,&is_global);CHKERRQ(ierr);
6506       ierr = ISLocalToGlobalMappingRestoreIndices(pc->pmat->rmap->mapping,&gidxs);CHKERRQ(ierr);
6507       ierr = MatCreateSubMatrixUnsorted(pcbddc->ChangeOfBasisMatrix,is_global,is_global,&pcbddc->switch_static_change);CHKERRQ(ierr);
6508       ierr = ISDestroy(&is_global);CHKERRQ(ierr);
6509     }
6510   }
6511   if (!pcbddc->fake_change && pcbddc->ChangeOfBasisMatrix && !pcbddc->work_change) {
6512     ierr = VecDuplicate(pcis->vec1_global,&pcbddc->work_change);CHKERRQ(ierr);
6513   }
6514 
6515   if (!pcbddc->fake_change) {
6516     /* add pressure dofs to set of primal nodes for numbering purposes */
6517     for (i=0;i<pcbddc->benign_n;i++) {
6518       pcbddc->local_primal_ref_node[pcbddc->local_primal_size_cc] = pcbddc->benign_p0_lidx[i];
6519       pcbddc->primal_indices_local_idxs[pcbddc->local_primal_size] = pcbddc->benign_p0_lidx[i];
6520       pcbddc->local_primal_ref_mult[pcbddc->local_primal_size_cc] = 1;
6521       pcbddc->local_primal_size_cc++;
6522       pcbddc->local_primal_size++;
6523     }
6524 
6525     /* check if a new primal space has been introduced (also take into account benign trick) */
6526     pcbddc->new_primal_space_local = PETSC_TRUE;
6527     if (olocal_primal_size == pcbddc->local_primal_size) {
6528       ierr = PetscMemcmp(pcbddc->local_primal_ref_node,olocal_primal_ref_node,olocal_primal_size_cc*sizeof(PetscInt),&pcbddc->new_primal_space_local);CHKERRQ(ierr);
6529       pcbddc->new_primal_space_local = (PetscBool)(!pcbddc->new_primal_space_local);
6530       if (!pcbddc->new_primal_space_local) {
6531         ierr = PetscMemcmp(pcbddc->local_primal_ref_mult,olocal_primal_ref_mult,olocal_primal_size_cc*sizeof(PetscInt),&pcbddc->new_primal_space_local);CHKERRQ(ierr);
6532         pcbddc->new_primal_space_local = (PetscBool)(!pcbddc->new_primal_space_local);
6533       }
6534     }
6535     /* new_primal_space will be used for numbering of coarse dofs, so it should be the same across all subdomains */
6536     ierr = MPIU_Allreduce(&pcbddc->new_primal_space_local,&pcbddc->new_primal_space,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
6537   }
6538   ierr = PetscFree2(olocal_primal_ref_node,olocal_primal_ref_mult);CHKERRQ(ierr);
6539 
6540   /* flush dbg viewer */
6541   if (pcbddc->dbg_flag) {
6542     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
6543   }
6544 
6545   /* free workspace */
6546   ierr = PetscBTDestroy(&qr_needed_idx);CHKERRQ(ierr);
6547   ierr = PetscBTDestroy(&change_basis);CHKERRQ(ierr);
6548   if (!pcbddc->adaptive_selection) {
6549     ierr = PetscFree3(constraints_idxs_ptr,constraints_data_ptr,constraints_n);CHKERRQ(ierr);
6550     ierr = PetscFree3(constraints_data,constraints_idxs,constraints_idxs_B);CHKERRQ(ierr);
6551   } else {
6552     ierr = PetscFree5(pcbddc->adaptive_constraints_n,
6553                       pcbddc->adaptive_constraints_idxs_ptr,
6554                       pcbddc->adaptive_constraints_data_ptr,
6555                       pcbddc->adaptive_constraints_idxs,
6556                       pcbddc->adaptive_constraints_data);CHKERRQ(ierr);
6557     ierr = PetscFree(constraints_n);CHKERRQ(ierr);
6558     ierr = PetscFree(constraints_idxs_B);CHKERRQ(ierr);
6559   }
6560   PetscFunctionReturn(0);
6561 }
6562 
6563 PetscErrorCode PCBDDCAnalyzeInterface(PC pc)
6564 {
6565   ISLocalToGlobalMapping map;
6566   PC_BDDC                *pcbddc = (PC_BDDC*)pc->data;
6567   Mat_IS                 *matis  = (Mat_IS*)pc->pmat->data;
6568   PetscInt               i,N;
6569   PetscBool              rcsr = PETSC_FALSE;
6570   PetscErrorCode         ierr;
6571 
6572   PetscFunctionBegin;
6573   if (pcbddc->recompute_topography) {
6574     pcbddc->graphanalyzed = PETSC_FALSE;
6575     /* Reset previously computed graph */
6576     ierr = PCBDDCGraphReset(pcbddc->mat_graph);CHKERRQ(ierr);
6577     /* Init local Graph struct */
6578     ierr = MatGetSize(pc->pmat,&N,NULL);CHKERRQ(ierr);
6579     ierr = MatGetLocalToGlobalMapping(pc->pmat,&map,NULL);CHKERRQ(ierr);
6580     ierr = PCBDDCGraphInit(pcbddc->mat_graph,map,N,pcbddc->graphmaxcount);CHKERRQ(ierr);
6581 
6582     if (pcbddc->user_primal_vertices_local && !pcbddc->user_primal_vertices) {
6583       ierr = PCBDDCConsistencyCheckIS(pc,MPI_LOR,&pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
6584     }
6585     /* Check validity of the csr graph passed in by the user */
6586     if (pcbddc->mat_graph->nvtxs_csr && pcbddc->mat_graph->nvtxs_csr != pcbddc->mat_graph->nvtxs) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_ARG_WRONG,"Invalid size of local CSR graph! Found %d, expected %d\n",pcbddc->mat_graph->nvtxs_csr,pcbddc->mat_graph->nvtxs);
6587 
6588     /* Set default CSR adjacency of local dofs if not provided by the user with PCBDDCSetLocalAdjacencyGraph */
6589     if (!pcbddc->mat_graph->xadj && pcbddc->use_local_adj) {
6590       PetscInt  *xadj,*adjncy;
6591       PetscInt  nvtxs;
6592       PetscBool flg_row=PETSC_FALSE;
6593 
6594       ierr = MatGetRowIJ(matis->A,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
6595       if (flg_row) {
6596         ierr = PCBDDCSetLocalAdjacencyGraph(pc,nvtxs,xadj,adjncy,PETSC_COPY_VALUES);CHKERRQ(ierr);
6597         pcbddc->computed_rowadj = PETSC_TRUE;
6598       }
6599       ierr = MatRestoreRowIJ(matis->A,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
6600       rcsr = PETSC_TRUE;
6601     }
6602     if (pcbddc->dbg_flag) {
6603       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
6604     }
6605 
6606     /* Setup of Graph */
6607     pcbddc->mat_graph->commsizelimit = 0; /* don't use the COMM_SELF variant of the graph */
6608     ierr = PCBDDCGraphSetUp(pcbddc->mat_graph,pcbddc->vertex_size,pcbddc->NeumannBoundariesLocal,pcbddc->DirichletBoundariesLocal,pcbddc->n_ISForDofsLocal,pcbddc->ISForDofsLocal,pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
6609 
6610     /* attach info on disconnected subdomains if present */
6611     if (pcbddc->n_local_subs) {
6612       PetscInt *local_subs;
6613 
6614       ierr = PetscMalloc1(N,&local_subs);CHKERRQ(ierr);
6615       for (i=0;i<pcbddc->n_local_subs;i++) {
6616         const PetscInt *idxs;
6617         PetscInt       nl,j;
6618 
6619         ierr = ISGetLocalSize(pcbddc->local_subs[i],&nl);CHKERRQ(ierr);
6620         ierr = ISGetIndices(pcbddc->local_subs[i],&idxs);CHKERRQ(ierr);
6621         for (j=0;j<nl;j++) local_subs[idxs[j]] = i;
6622         ierr = ISRestoreIndices(pcbddc->local_subs[i],&idxs);CHKERRQ(ierr);
6623       }
6624       pcbddc->mat_graph->n_local_subs = pcbddc->n_local_subs;
6625       pcbddc->mat_graph->local_subs = local_subs;
6626     }
6627   }
6628 
6629   if (!pcbddc->graphanalyzed) {
6630     /* Graph's connected components analysis */
6631     ierr = PCBDDCGraphComputeConnectedComponents(pcbddc->mat_graph);CHKERRQ(ierr);
6632     pcbddc->graphanalyzed = PETSC_TRUE;
6633   }
6634   if (rcsr) pcbddc->mat_graph->nvtxs_csr = 0;
6635   PetscFunctionReturn(0);
6636 }
6637 
6638 PetscErrorCode PCBDDCOrthonormalizeVecs(PetscInt n, Vec vecs[])
6639 {
6640   PetscInt       i,j;
6641   PetscScalar    *alphas;
6642   PetscErrorCode ierr;
6643 
6644   PetscFunctionBegin;
6645   ierr = PetscMalloc1(n,&alphas);CHKERRQ(ierr);
6646   for (i=0;i<n;i++) {
6647     ierr = VecNormalize(vecs[i],NULL);CHKERRQ(ierr);
6648     ierr = VecMDot(vecs[i],n-i-1,&vecs[i+1],alphas);CHKERRQ(ierr);
6649     for (j=0;j<n-i-1;j++) alphas[j] = PetscConj(-alphas[j]);
6650     ierr = VecMAXPY(vecs[j],n-i-1,alphas,vecs+i);CHKERRQ(ierr);
6651   }
6652   ierr = PetscFree(alphas);CHKERRQ(ierr);
6653   PetscFunctionReturn(0);
6654 }
6655 
6656 PetscErrorCode PCBDDCMatISGetSubassemblingPattern(Mat mat, PetscInt *n_subdomains, PetscInt redprocs, IS* is_sends, PetscBool *have_void)
6657 {
6658   Mat            A;
6659   PetscInt       n_neighs,*neighs,*n_shared,**shared;
6660   PetscMPIInt    size,rank,color;
6661   PetscInt       *xadj,*adjncy;
6662   PetscInt       *adjncy_wgt,*v_wgt,*ranks_send_to_idx;
6663   PetscInt       im_active,active_procs,N,n,i,j,threshold = 2;
6664   PetscInt       void_procs,*procs_candidates = NULL;
6665   PetscInt       xadj_count,*count;
6666   PetscBool      ismatis,use_vwgt=PETSC_FALSE;
6667   PetscSubcomm   psubcomm;
6668   MPI_Comm       subcomm;
6669   PetscErrorCode ierr;
6670 
6671   PetscFunctionBegin;
6672   PetscValidHeaderSpecific(mat,MAT_CLASSID,1);
6673   ierr = PetscObjectTypeCompare((PetscObject)mat,MATIS,&ismatis);CHKERRQ(ierr);
6674   if (!ismatis) SETERRQ1(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Cannot use %s on a matrix object which is not of type MATIS",PETSC_FUNCTION_NAME);
6675   PetscValidLogicalCollectiveInt(mat,*n_subdomains,2);
6676   PetscValidLogicalCollectiveInt(mat,redprocs,3);
6677   if (*n_subdomains <=0) SETERRQ1(PetscObjectComm((PetscObject)mat),PETSC_ERR_ARG_WRONG,"Invalid number of subdomains requested %d\n",*n_subdomains);
6678 
6679   if (have_void) *have_void = PETSC_FALSE;
6680   ierr = MPI_Comm_size(PetscObjectComm((PetscObject)mat),&size);CHKERRQ(ierr);
6681   ierr = MPI_Comm_rank(PetscObjectComm((PetscObject)mat),&rank);CHKERRQ(ierr);
6682   ierr = MatISGetLocalMat(mat,&A);CHKERRQ(ierr);
6683   ierr = MatGetLocalSize(A,&n,NULL);CHKERRQ(ierr);
6684   im_active = !!n;
6685   ierr = MPIU_Allreduce(&im_active,&active_procs,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)mat));CHKERRQ(ierr);
6686   void_procs = size - active_procs;
6687   /* get ranks of of non-active processes in mat communicator */
6688   if (void_procs) {
6689     PetscInt ncand;
6690 
6691     if (have_void) *have_void = PETSC_TRUE;
6692     ierr = PetscMalloc1(size,&procs_candidates);CHKERRQ(ierr);
6693     ierr = MPI_Allgather(&im_active,1,MPIU_INT,procs_candidates,1,MPIU_INT,PetscObjectComm((PetscObject)mat));CHKERRQ(ierr);
6694     for (i=0,ncand=0;i<size;i++) {
6695       if (!procs_candidates[i]) {
6696         procs_candidates[ncand++] = i;
6697       }
6698     }
6699     /* force n_subdomains to be not greater that the number of non-active processes */
6700     *n_subdomains = PetscMin(void_procs,*n_subdomains);
6701   }
6702 
6703   /* number of subdomains requested greater than active processes or matrix size -> just shift the matrix
6704      number of subdomains requested 1 -> send to master or first candidate in voids  */
6705   ierr = MatGetSize(mat,&N,NULL);CHKERRQ(ierr);
6706   if (active_procs < *n_subdomains || *n_subdomains == 1 || N <= *n_subdomains) {
6707     PetscInt issize,isidx,dest;
6708     if (*n_subdomains == 1) dest = 0;
6709     else dest = rank;
6710     if (im_active) {
6711       issize = 1;
6712       if (procs_candidates) { /* shift the pattern on non-active candidates (if any) */
6713         isidx = procs_candidates[dest];
6714       } else {
6715         isidx = dest;
6716       }
6717     } else {
6718       issize = 0;
6719       isidx = -1;
6720     }
6721     if (*n_subdomains != 1) *n_subdomains = active_procs;
6722     ierr = ISCreateGeneral(PetscObjectComm((PetscObject)mat),issize,&isidx,PETSC_COPY_VALUES,is_sends);CHKERRQ(ierr);
6723     ierr = PetscFree(procs_candidates);CHKERRQ(ierr);
6724     PetscFunctionReturn(0);
6725   }
6726   ierr = PetscOptionsGetBool(NULL,NULL,"-matis_partitioning_use_vwgt",&use_vwgt,NULL);CHKERRQ(ierr);
6727   ierr = PetscOptionsGetInt(NULL,NULL,"-matis_partitioning_threshold",&threshold,NULL);CHKERRQ(ierr);
6728   threshold = PetscMax(threshold,2);
6729 
6730   /* Get info on mapping */
6731   ierr = ISLocalToGlobalMappingGetInfo(mat->rmap->mapping,&n_neighs,&neighs,&n_shared,&shared);CHKERRQ(ierr);
6732 
6733   /* build local CSR graph of subdomains' connectivity */
6734   ierr = PetscMalloc1(2,&xadj);CHKERRQ(ierr);
6735   xadj[0] = 0;
6736   xadj[1] = PetscMax(n_neighs-1,0);
6737   ierr = PetscMalloc1(xadj[1],&adjncy);CHKERRQ(ierr);
6738   ierr = PetscMalloc1(xadj[1],&adjncy_wgt);CHKERRQ(ierr);
6739   ierr = PetscCalloc1(n,&count);CHKERRQ(ierr);
6740   for (i=1;i<n_neighs;i++)
6741     for (j=0;j<n_shared[i];j++)
6742       count[shared[i][j]] += 1;
6743 
6744   xadj_count = 0;
6745   for (i=1;i<n_neighs;i++) {
6746     for (j=0;j<n_shared[i];j++) {
6747       if (count[shared[i][j]] < threshold) {
6748         adjncy[xadj_count] = neighs[i];
6749         adjncy_wgt[xadj_count] = n_shared[i];
6750         xadj_count++;
6751         break;
6752       }
6753     }
6754   }
6755   xadj[1] = xadj_count;
6756   ierr = PetscFree(count);CHKERRQ(ierr);
6757   ierr = ISLocalToGlobalMappingRestoreInfo(mat->rmap->mapping,&n_neighs,&neighs,&n_shared,&shared);CHKERRQ(ierr);
6758   ierr = PetscSortIntWithArray(xadj[1],adjncy,adjncy_wgt);CHKERRQ(ierr);
6759 
6760   ierr = PetscMalloc1(1,&ranks_send_to_idx);CHKERRQ(ierr);
6761 
6762   /* Restrict work on active processes only */
6763   ierr = PetscMPIIntCast(im_active,&color);CHKERRQ(ierr);
6764   if (void_procs) {
6765     ierr = PetscSubcommCreate(PetscObjectComm((PetscObject)mat),&psubcomm);CHKERRQ(ierr);
6766     ierr = PetscSubcommSetNumber(psubcomm,2);CHKERRQ(ierr); /* 2 groups, active process and not active processes */
6767     ierr = PetscSubcommSetTypeGeneral(psubcomm,color,rank);CHKERRQ(ierr);
6768     subcomm = PetscSubcommChild(psubcomm);
6769   } else {
6770     psubcomm = NULL;
6771     subcomm = PetscObjectComm((PetscObject)mat);
6772   }
6773 
6774   v_wgt = NULL;
6775   if (!color) {
6776     ierr = PetscFree(xadj);CHKERRQ(ierr);
6777     ierr = PetscFree(adjncy);CHKERRQ(ierr);
6778     ierr = PetscFree(adjncy_wgt);CHKERRQ(ierr);
6779   } else {
6780     Mat             subdomain_adj;
6781     IS              new_ranks,new_ranks_contig;
6782     MatPartitioning partitioner;
6783     PetscInt        rstart=0,rend=0;
6784     PetscInt        *is_indices,*oldranks;
6785     PetscMPIInt     size;
6786     PetscBool       aggregate;
6787 
6788     ierr = MPI_Comm_size(subcomm,&size);CHKERRQ(ierr);
6789     if (void_procs) {
6790       PetscInt prank = rank;
6791       ierr = PetscMalloc1(size,&oldranks);CHKERRQ(ierr);
6792       ierr = MPI_Allgather(&prank,1,MPIU_INT,oldranks,1,MPIU_INT,subcomm);CHKERRQ(ierr);
6793       for (i=0;i<xadj[1];i++) {
6794         ierr = PetscFindInt(adjncy[i],size,oldranks,&adjncy[i]);CHKERRQ(ierr);
6795       }
6796       ierr = PetscSortIntWithArray(xadj[1],adjncy,adjncy_wgt);CHKERRQ(ierr);
6797     } else {
6798       oldranks = NULL;
6799     }
6800     aggregate = ((redprocs > 0 && redprocs < size) ? PETSC_TRUE : PETSC_FALSE);
6801     if (aggregate) { /* TODO: all this part could be made more efficient */
6802       PetscInt    lrows,row,ncols,*cols;
6803       PetscMPIInt nrank;
6804       PetscScalar *vals;
6805 
6806       ierr = MPI_Comm_rank(subcomm,&nrank);CHKERRQ(ierr);
6807       lrows = 0;
6808       if (nrank<redprocs) {
6809         lrows = size/redprocs;
6810         if (nrank<size%redprocs) lrows++;
6811       }
6812       ierr = MatCreateAIJ(subcomm,lrows,lrows,size,size,50,NULL,50,NULL,&subdomain_adj);CHKERRQ(ierr);
6813       ierr = MatGetOwnershipRange(subdomain_adj,&rstart,&rend);CHKERRQ(ierr);
6814       ierr = MatSetOption(subdomain_adj,MAT_NEW_NONZERO_LOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
6815       ierr = MatSetOption(subdomain_adj,MAT_NEW_NONZERO_ALLOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
6816       row = nrank;
6817       ncols = xadj[1]-xadj[0];
6818       cols = adjncy;
6819       ierr = PetscMalloc1(ncols,&vals);CHKERRQ(ierr);
6820       for (i=0;i<ncols;i++) vals[i] = adjncy_wgt[i];
6821       ierr = MatSetValues(subdomain_adj,1,&row,ncols,cols,vals,INSERT_VALUES);CHKERRQ(ierr);
6822       ierr = MatAssemblyBegin(subdomain_adj,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6823       ierr = MatAssemblyEnd(subdomain_adj,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6824       ierr = PetscFree(xadj);CHKERRQ(ierr);
6825       ierr = PetscFree(adjncy);CHKERRQ(ierr);
6826       ierr = PetscFree(adjncy_wgt);CHKERRQ(ierr);
6827       ierr = PetscFree(vals);CHKERRQ(ierr);
6828       if (use_vwgt) {
6829         Vec               v;
6830         const PetscScalar *array;
6831         PetscInt          nl;
6832 
6833         ierr = MatCreateVecs(subdomain_adj,&v,NULL);CHKERRQ(ierr);
6834         ierr = VecSetValue(v,row,(PetscScalar)n,INSERT_VALUES);CHKERRQ(ierr);
6835         ierr = VecAssemblyBegin(v);CHKERRQ(ierr);
6836         ierr = VecAssemblyEnd(v);CHKERRQ(ierr);
6837         ierr = VecGetLocalSize(v,&nl);CHKERRQ(ierr);
6838         ierr = VecGetArrayRead(v,&array);CHKERRQ(ierr);
6839         ierr = PetscMalloc1(nl,&v_wgt);CHKERRQ(ierr);
6840         for (i=0;i<nl;i++) v_wgt[i] = (PetscInt)PetscRealPart(array[i]);
6841         ierr = VecRestoreArrayRead(v,&array);CHKERRQ(ierr);
6842         ierr = VecDestroy(&v);CHKERRQ(ierr);
6843       }
6844     } else {
6845       ierr = MatCreateMPIAdj(subcomm,1,(PetscInt)size,xadj,adjncy,adjncy_wgt,&subdomain_adj);CHKERRQ(ierr);
6846       if (use_vwgt) {
6847         ierr = PetscMalloc1(1,&v_wgt);CHKERRQ(ierr);
6848         v_wgt[0] = n;
6849       }
6850     }
6851     /* ierr = MatView(subdomain_adj,0);CHKERRQ(ierr); */
6852 
6853     /* Partition */
6854     ierr = MatPartitioningCreate(subcomm,&partitioner);CHKERRQ(ierr);
6855     ierr = MatPartitioningSetAdjacency(partitioner,subdomain_adj);CHKERRQ(ierr);
6856     if (v_wgt) {
6857       ierr = MatPartitioningSetVertexWeights(partitioner,v_wgt);CHKERRQ(ierr);
6858     }
6859     *n_subdomains = PetscMin((PetscInt)size,*n_subdomains);
6860     ierr = MatPartitioningSetNParts(partitioner,*n_subdomains);CHKERRQ(ierr);
6861     ierr = MatPartitioningSetFromOptions(partitioner);CHKERRQ(ierr);
6862     ierr = MatPartitioningApply(partitioner,&new_ranks);CHKERRQ(ierr);
6863     /* ierr = MatPartitioningView(partitioner,0);CHKERRQ(ierr); */
6864 
6865     /* renumber new_ranks to avoid "holes" in new set of processors */
6866     ierr = ISRenumber(new_ranks,NULL,NULL,&new_ranks_contig);CHKERRQ(ierr);
6867     ierr = ISDestroy(&new_ranks);CHKERRQ(ierr);
6868     ierr = ISGetIndices(new_ranks_contig,(const PetscInt**)&is_indices);CHKERRQ(ierr);
6869     if (!aggregate) {
6870       if (procs_candidates) { /* shift the pattern on non-active candidates (if any) */
6871 #if defined(PETSC_USE_DEBUG)
6872         if (!oldranks) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"This should not happen");
6873 #endif
6874         ranks_send_to_idx[0] = procs_candidates[oldranks[is_indices[0]]];
6875       } else if (oldranks) {
6876         ranks_send_to_idx[0] = oldranks[is_indices[0]];
6877       } else {
6878         ranks_send_to_idx[0] = is_indices[0];
6879       }
6880     } else {
6881       PetscInt    idx = 0;
6882       PetscMPIInt tag;
6883       MPI_Request *reqs;
6884 
6885       ierr = PetscObjectGetNewTag((PetscObject)subdomain_adj,&tag);CHKERRQ(ierr);
6886       ierr = PetscMalloc1(rend-rstart,&reqs);CHKERRQ(ierr);
6887       for (i=rstart;i<rend;i++) {
6888         ierr = MPI_Isend(is_indices+i-rstart,1,MPIU_INT,i,tag,subcomm,&reqs[i-rstart]);CHKERRQ(ierr);
6889       }
6890       ierr = MPI_Recv(&idx,1,MPIU_INT,MPI_ANY_SOURCE,tag,subcomm,MPI_STATUS_IGNORE);CHKERRQ(ierr);
6891       ierr = MPI_Waitall(rend-rstart,reqs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
6892       ierr = PetscFree(reqs);CHKERRQ(ierr);
6893       if (procs_candidates) { /* shift the pattern on non-active candidates (if any) */
6894 #if defined(PETSC_USE_DEBUG)
6895         if (!oldranks) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"This should not happen");
6896 #endif
6897         ranks_send_to_idx[0] = procs_candidates[oldranks[idx]];
6898       } else if (oldranks) {
6899         ranks_send_to_idx[0] = oldranks[idx];
6900       } else {
6901         ranks_send_to_idx[0] = idx;
6902       }
6903     }
6904     ierr = ISRestoreIndices(new_ranks_contig,(const PetscInt**)&is_indices);CHKERRQ(ierr);
6905     /* clean up */
6906     ierr = PetscFree(oldranks);CHKERRQ(ierr);
6907     ierr = ISDestroy(&new_ranks_contig);CHKERRQ(ierr);
6908     ierr = MatDestroy(&subdomain_adj);CHKERRQ(ierr);
6909     ierr = MatPartitioningDestroy(&partitioner);CHKERRQ(ierr);
6910   }
6911   ierr = PetscSubcommDestroy(&psubcomm);CHKERRQ(ierr);
6912   ierr = PetscFree(procs_candidates);CHKERRQ(ierr);
6913 
6914   /* assemble parallel IS for sends */
6915   i = 1;
6916   if (!color) i=0;
6917   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)mat),i,ranks_send_to_idx,PETSC_OWN_POINTER,is_sends);CHKERRQ(ierr);
6918   PetscFunctionReturn(0);
6919 }
6920 
6921 typedef enum {MATDENSE_PRIVATE=0,MATAIJ_PRIVATE,MATBAIJ_PRIVATE,MATSBAIJ_PRIVATE}MatTypePrivate;
6922 
6923 PetscErrorCode PCBDDCMatISSubassemble(Mat mat, IS is_sends, PetscInt n_subdomains, PetscBool restrict_comm, PetscBool restrict_full, PetscBool reuse, Mat *mat_n, PetscInt nis, IS isarray[], PetscInt nvecs, Vec nnsp_vec[])
6924 {
6925   Mat                    local_mat;
6926   IS                     is_sends_internal;
6927   PetscInt               rows,cols,new_local_rows;
6928   PetscInt               i,bs,buf_size_idxs,buf_size_idxs_is,buf_size_vals,buf_size_vecs;
6929   PetscBool              ismatis,isdense,newisdense,destroy_mat;
6930   ISLocalToGlobalMapping l2gmap;
6931   PetscInt*              l2gmap_indices;
6932   const PetscInt*        is_indices;
6933   MatType                new_local_type;
6934   /* buffers */
6935   PetscInt               *ptr_idxs,*send_buffer_idxs,*recv_buffer_idxs;
6936   PetscInt               *ptr_idxs_is,*send_buffer_idxs_is,*recv_buffer_idxs_is;
6937   PetscInt               *recv_buffer_idxs_local;
6938   PetscScalar            *ptr_vals,*send_buffer_vals,*recv_buffer_vals;
6939   PetscScalar            *ptr_vecs,*send_buffer_vecs,*recv_buffer_vecs;
6940   /* MPI */
6941   MPI_Comm               comm,comm_n;
6942   PetscSubcomm           subcomm;
6943   PetscMPIInt            n_sends,n_recvs,commsize;
6944   PetscMPIInt            *iflags,*ilengths_idxs,*ilengths_vals,*ilengths_idxs_is;
6945   PetscMPIInt            *onodes,*onodes_is,*olengths_idxs,*olengths_idxs_is,*olengths_vals;
6946   PetscMPIInt            len,tag_idxs,tag_idxs_is,tag_vals,tag_vecs,source_dest;
6947   MPI_Request            *send_req_idxs,*send_req_idxs_is,*send_req_vals,*send_req_vecs;
6948   MPI_Request            *recv_req_idxs,*recv_req_idxs_is,*recv_req_vals,*recv_req_vecs;
6949   PetscErrorCode         ierr;
6950 
6951   PetscFunctionBegin;
6952   PetscValidHeaderSpecific(mat,MAT_CLASSID,1);
6953   ierr = PetscObjectTypeCompare((PetscObject)mat,MATIS,&ismatis);CHKERRQ(ierr);
6954   if (!ismatis) SETERRQ1(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Cannot use %s on a matrix object which is not of type MATIS",PETSC_FUNCTION_NAME);
6955   PetscValidLogicalCollectiveInt(mat,n_subdomains,3);
6956   PetscValidLogicalCollectiveBool(mat,restrict_comm,4);
6957   PetscValidLogicalCollectiveBool(mat,restrict_full,5);
6958   PetscValidLogicalCollectiveBool(mat,reuse,6);
6959   PetscValidLogicalCollectiveInt(mat,nis,8);
6960   PetscValidLogicalCollectiveInt(mat,nvecs,10);
6961   if (nvecs) {
6962     if (nvecs > 1) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Just 1 vector supported");
6963     PetscValidHeaderSpecific(nnsp_vec[0],VEC_CLASSID,11);
6964   }
6965   /* further checks */
6966   ierr = MatISGetLocalMat(mat,&local_mat);CHKERRQ(ierr);
6967   ierr = PetscObjectTypeCompare((PetscObject)local_mat,MATSEQDENSE,&isdense);CHKERRQ(ierr);
6968   if (!isdense) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Currently cannot subassemble MATIS when local matrix type is not of type SEQDENSE");
6969   ierr = MatGetSize(local_mat,&rows,&cols);CHKERRQ(ierr);
6970   if (rows != cols) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Local MATIS matrices should be square");
6971   if (reuse && *mat_n) {
6972     PetscInt mrows,mcols,mnrows,mncols;
6973     PetscValidHeaderSpecific(*mat_n,MAT_CLASSID,7);
6974     ierr = PetscObjectTypeCompare((PetscObject)*mat_n,MATIS,&ismatis);CHKERRQ(ierr);
6975     if (!ismatis) SETERRQ(PetscObjectComm((PetscObject)*mat_n),PETSC_ERR_SUP,"Cannot reuse a matrix which is not of type MATIS");
6976     ierr = MatGetSize(mat,&mrows,&mcols);CHKERRQ(ierr);
6977     ierr = MatGetSize(*mat_n,&mnrows,&mncols);CHKERRQ(ierr);
6978     if (mrows != mnrows) SETERRQ2(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Cannot reuse matrix! Wrong number of rows %D != %D",mrows,mnrows);
6979     if (mcols != mncols) SETERRQ2(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Cannot reuse matrix! Wrong number of cols %D != %D",mcols,mncols);
6980   }
6981   ierr = MatGetBlockSize(local_mat,&bs);CHKERRQ(ierr);
6982   PetscValidLogicalCollectiveInt(mat,bs,0);
6983 
6984   /* prepare IS for sending if not provided */
6985   if (!is_sends) {
6986     if (!n_subdomains) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"You should specify either an IS or a target number of subdomains");
6987     ierr = PCBDDCMatISGetSubassemblingPattern(mat,&n_subdomains,0,&is_sends_internal,NULL);CHKERRQ(ierr);
6988   } else {
6989     ierr = PetscObjectReference((PetscObject)is_sends);CHKERRQ(ierr);
6990     is_sends_internal = is_sends;
6991   }
6992 
6993   /* get comm */
6994   ierr = PetscObjectGetComm((PetscObject)mat,&comm);CHKERRQ(ierr);
6995 
6996   /* compute number of sends */
6997   ierr = ISGetLocalSize(is_sends_internal,&i);CHKERRQ(ierr);
6998   ierr = PetscMPIIntCast(i,&n_sends);CHKERRQ(ierr);
6999 
7000   /* compute number of receives */
7001   ierr = MPI_Comm_size(comm,&commsize);CHKERRQ(ierr);
7002   ierr = PetscMalloc1(commsize,&iflags);CHKERRQ(ierr);
7003   ierr = PetscMemzero(iflags,commsize*sizeof(*iflags));CHKERRQ(ierr);
7004   ierr = ISGetIndices(is_sends_internal,&is_indices);CHKERRQ(ierr);
7005   for (i=0;i<n_sends;i++) iflags[is_indices[i]] = 1;
7006   ierr = PetscGatherNumberOfMessages(comm,iflags,NULL,&n_recvs);CHKERRQ(ierr);
7007   ierr = PetscFree(iflags);CHKERRQ(ierr);
7008 
7009   /* restrict comm if requested */
7010   subcomm = 0;
7011   destroy_mat = PETSC_FALSE;
7012   if (restrict_comm) {
7013     PetscMPIInt color,subcommsize;
7014 
7015     color = 0;
7016     if (restrict_full) {
7017       if (!n_recvs) color = 1; /* processes not receiving anything will not partecipate in new comm (full restriction) */
7018     } else {
7019       if (!n_recvs && n_sends) color = 1; /* just those processes that are sending but not receiving anything will not partecipate in new comm */
7020     }
7021     ierr = MPIU_Allreduce(&color,&subcommsize,1,MPI_INT,MPI_SUM,comm);CHKERRQ(ierr);
7022     subcommsize = commsize - subcommsize;
7023     /* check if reuse has been requested */
7024     if (reuse) {
7025       if (*mat_n) {
7026         PetscMPIInt subcommsize2;
7027         ierr = MPI_Comm_size(PetscObjectComm((PetscObject)*mat_n),&subcommsize2);CHKERRQ(ierr);
7028         if (subcommsize != subcommsize2) SETERRQ2(PetscObjectComm((PetscObject)*mat_n),PETSC_ERR_PLIB,"Cannot reuse matrix! wrong subcomm size %d != %d",subcommsize,subcommsize2);
7029         comm_n = PetscObjectComm((PetscObject)*mat_n);
7030       } else {
7031         comm_n = PETSC_COMM_SELF;
7032       }
7033     } else { /* MAT_INITIAL_MATRIX */
7034       PetscMPIInt rank;
7035 
7036       ierr = MPI_Comm_rank(comm,&rank);CHKERRQ(ierr);
7037       ierr = PetscSubcommCreate(comm,&subcomm);CHKERRQ(ierr);
7038       ierr = PetscSubcommSetNumber(subcomm,2);CHKERRQ(ierr);
7039       ierr = PetscSubcommSetTypeGeneral(subcomm,color,rank);CHKERRQ(ierr);
7040       comm_n = PetscSubcommChild(subcomm);
7041     }
7042     /* flag to destroy *mat_n if not significative */
7043     if (color) destroy_mat = PETSC_TRUE;
7044   } else {
7045     comm_n = comm;
7046   }
7047 
7048   /* prepare send/receive buffers */
7049   ierr = PetscMalloc1(commsize,&ilengths_idxs);CHKERRQ(ierr);
7050   ierr = PetscMemzero(ilengths_idxs,commsize*sizeof(*ilengths_idxs));CHKERRQ(ierr);
7051   ierr = PetscMalloc1(commsize,&ilengths_vals);CHKERRQ(ierr);
7052   ierr = PetscMemzero(ilengths_vals,commsize*sizeof(*ilengths_vals));CHKERRQ(ierr);
7053   if (nis) {
7054     ierr = PetscCalloc1(commsize,&ilengths_idxs_is);CHKERRQ(ierr);
7055   }
7056 
7057   /* Get data from local matrices */
7058   if (!isdense) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Subassembling of AIJ local matrices not yet implemented");
7059     /* TODO: See below some guidelines on how to prepare the local buffers */
7060     /*
7061        send_buffer_vals should contain the raw values of the local matrix
7062        send_buffer_idxs should contain:
7063        - MatType_PRIVATE type
7064        - PetscInt        size_of_l2gmap
7065        - PetscInt        global_row_indices[size_of_l2gmap]
7066        - PetscInt        all_other_info_which_is_needed_to_compute_preallocation_and_set_values
7067     */
7068   else {
7069     ierr = MatDenseGetArray(local_mat,&send_buffer_vals);CHKERRQ(ierr);
7070     ierr = ISLocalToGlobalMappingGetSize(mat->rmap->mapping,&i);CHKERRQ(ierr);
7071     ierr = PetscMalloc1(i+2,&send_buffer_idxs);CHKERRQ(ierr);
7072     send_buffer_idxs[0] = (PetscInt)MATDENSE_PRIVATE;
7073     send_buffer_idxs[1] = i;
7074     ierr = ISLocalToGlobalMappingGetIndices(mat->rmap->mapping,(const PetscInt**)&ptr_idxs);CHKERRQ(ierr);
7075     ierr = PetscMemcpy(&send_buffer_idxs[2],ptr_idxs,i*sizeof(PetscInt));CHKERRQ(ierr);
7076     ierr = ISLocalToGlobalMappingRestoreIndices(mat->rmap->mapping,(const PetscInt**)&ptr_idxs);CHKERRQ(ierr);
7077     ierr = PetscMPIIntCast(i,&len);CHKERRQ(ierr);
7078     for (i=0;i<n_sends;i++) {
7079       ilengths_vals[is_indices[i]] = len*len;
7080       ilengths_idxs[is_indices[i]] = len+2;
7081     }
7082   }
7083   ierr = PetscGatherMessageLengths2(comm,n_sends,n_recvs,ilengths_idxs,ilengths_vals,&onodes,&olengths_idxs,&olengths_vals);CHKERRQ(ierr);
7084   /* additional is (if any) */
7085   if (nis) {
7086     PetscMPIInt psum;
7087     PetscInt j;
7088     for (j=0,psum=0;j<nis;j++) {
7089       PetscInt plen;
7090       ierr = ISGetLocalSize(isarray[j],&plen);CHKERRQ(ierr);
7091       ierr = PetscMPIIntCast(plen,&len);CHKERRQ(ierr);
7092       psum += len+1; /* indices + lenght */
7093     }
7094     ierr = PetscMalloc1(psum,&send_buffer_idxs_is);CHKERRQ(ierr);
7095     for (j=0,psum=0;j<nis;j++) {
7096       PetscInt plen;
7097       const PetscInt *is_array_idxs;
7098       ierr = ISGetLocalSize(isarray[j],&plen);CHKERRQ(ierr);
7099       send_buffer_idxs_is[psum] = plen;
7100       ierr = ISGetIndices(isarray[j],&is_array_idxs);CHKERRQ(ierr);
7101       ierr = PetscMemcpy(&send_buffer_idxs_is[psum+1],is_array_idxs,plen*sizeof(PetscInt));CHKERRQ(ierr);
7102       ierr = ISRestoreIndices(isarray[j],&is_array_idxs);CHKERRQ(ierr);
7103       psum += plen+1; /* indices + lenght */
7104     }
7105     for (i=0;i<n_sends;i++) {
7106       ilengths_idxs_is[is_indices[i]] = psum;
7107     }
7108     ierr = PetscGatherMessageLengths(comm,n_sends,n_recvs,ilengths_idxs_is,&onodes_is,&olengths_idxs_is);CHKERRQ(ierr);
7109   }
7110   ierr = MatISRestoreLocalMat(mat,&local_mat);CHKERRQ(ierr);
7111 
7112   buf_size_idxs = 0;
7113   buf_size_vals = 0;
7114   buf_size_idxs_is = 0;
7115   buf_size_vecs = 0;
7116   for (i=0;i<n_recvs;i++) {
7117     buf_size_idxs += (PetscInt)olengths_idxs[i];
7118     buf_size_vals += (PetscInt)olengths_vals[i];
7119     if (nis) buf_size_idxs_is += (PetscInt)olengths_idxs_is[i];
7120     if (nvecs) buf_size_vecs += (PetscInt)olengths_idxs[i];
7121   }
7122   ierr = PetscMalloc1(buf_size_idxs,&recv_buffer_idxs);CHKERRQ(ierr);
7123   ierr = PetscMalloc1(buf_size_vals,&recv_buffer_vals);CHKERRQ(ierr);
7124   ierr = PetscMalloc1(buf_size_idxs_is,&recv_buffer_idxs_is);CHKERRQ(ierr);
7125   ierr = PetscMalloc1(buf_size_vecs,&recv_buffer_vecs);CHKERRQ(ierr);
7126 
7127   /* get new tags for clean communications */
7128   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_idxs);CHKERRQ(ierr);
7129   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_vals);CHKERRQ(ierr);
7130   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_idxs_is);CHKERRQ(ierr);
7131   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_vecs);CHKERRQ(ierr);
7132 
7133   /* allocate for requests */
7134   ierr = PetscMalloc1(n_sends,&send_req_idxs);CHKERRQ(ierr);
7135   ierr = PetscMalloc1(n_sends,&send_req_vals);CHKERRQ(ierr);
7136   ierr = PetscMalloc1(n_sends,&send_req_idxs_is);CHKERRQ(ierr);
7137   ierr = PetscMalloc1(n_sends,&send_req_vecs);CHKERRQ(ierr);
7138   ierr = PetscMalloc1(n_recvs,&recv_req_idxs);CHKERRQ(ierr);
7139   ierr = PetscMalloc1(n_recvs,&recv_req_vals);CHKERRQ(ierr);
7140   ierr = PetscMalloc1(n_recvs,&recv_req_idxs_is);CHKERRQ(ierr);
7141   ierr = PetscMalloc1(n_recvs,&recv_req_vecs);CHKERRQ(ierr);
7142 
7143   /* communications */
7144   ptr_idxs = recv_buffer_idxs;
7145   ptr_vals = recv_buffer_vals;
7146   ptr_idxs_is = recv_buffer_idxs_is;
7147   ptr_vecs = recv_buffer_vecs;
7148   for (i=0;i<n_recvs;i++) {
7149     source_dest = onodes[i];
7150     ierr = MPI_Irecv(ptr_idxs,olengths_idxs[i],MPIU_INT,source_dest,tag_idxs,comm,&recv_req_idxs[i]);CHKERRQ(ierr);
7151     ierr = MPI_Irecv(ptr_vals,olengths_vals[i],MPIU_SCALAR,source_dest,tag_vals,comm,&recv_req_vals[i]);CHKERRQ(ierr);
7152     ptr_idxs += olengths_idxs[i];
7153     ptr_vals += olengths_vals[i];
7154     if (nis) {
7155       source_dest = onodes_is[i];
7156       ierr = MPI_Irecv(ptr_idxs_is,olengths_idxs_is[i],MPIU_INT,source_dest,tag_idxs_is,comm,&recv_req_idxs_is[i]);CHKERRQ(ierr);
7157       ptr_idxs_is += olengths_idxs_is[i];
7158     }
7159     if (nvecs) {
7160       source_dest = onodes[i];
7161       ierr = MPI_Irecv(ptr_vecs,olengths_idxs[i]-2,MPIU_SCALAR,source_dest,tag_vecs,comm,&recv_req_vecs[i]);CHKERRQ(ierr);
7162       ptr_vecs += olengths_idxs[i]-2;
7163     }
7164   }
7165   for (i=0;i<n_sends;i++) {
7166     ierr = PetscMPIIntCast(is_indices[i],&source_dest);CHKERRQ(ierr);
7167     ierr = MPI_Isend(send_buffer_idxs,ilengths_idxs[source_dest],MPIU_INT,source_dest,tag_idxs,comm,&send_req_idxs[i]);CHKERRQ(ierr);
7168     ierr = MPI_Isend(send_buffer_vals,ilengths_vals[source_dest],MPIU_SCALAR,source_dest,tag_vals,comm,&send_req_vals[i]);CHKERRQ(ierr);
7169     if (nis) {
7170       ierr = MPI_Isend(send_buffer_idxs_is,ilengths_idxs_is[source_dest],MPIU_INT,source_dest,tag_idxs_is,comm,&send_req_idxs_is[i]);CHKERRQ(ierr);
7171     }
7172     if (nvecs) {
7173       ierr = VecGetArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7174       ierr = MPI_Isend(send_buffer_vecs,ilengths_idxs[source_dest]-2,MPIU_SCALAR,source_dest,tag_vecs,comm,&send_req_vecs[i]);CHKERRQ(ierr);
7175     }
7176   }
7177   ierr = ISRestoreIndices(is_sends_internal,&is_indices);CHKERRQ(ierr);
7178   ierr = ISDestroy(&is_sends_internal);CHKERRQ(ierr);
7179 
7180   /* assemble new l2g map */
7181   ierr = MPI_Waitall(n_recvs,recv_req_idxs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7182   ptr_idxs = recv_buffer_idxs;
7183   new_local_rows = 0;
7184   for (i=0;i<n_recvs;i++) {
7185     new_local_rows += *(ptr_idxs+1); /* second element is the local size of the l2gmap */
7186     ptr_idxs += olengths_idxs[i];
7187   }
7188   ierr = PetscMalloc1(new_local_rows,&l2gmap_indices);CHKERRQ(ierr);
7189   ptr_idxs = recv_buffer_idxs;
7190   new_local_rows = 0;
7191   for (i=0;i<n_recvs;i++) {
7192     ierr = PetscMemcpy(&l2gmap_indices[new_local_rows],ptr_idxs+2,(*(ptr_idxs+1))*sizeof(PetscInt));CHKERRQ(ierr);
7193     new_local_rows += *(ptr_idxs+1); /* second element is the local size of the l2gmap */
7194     ptr_idxs += olengths_idxs[i];
7195   }
7196   ierr = PetscSortRemoveDupsInt(&new_local_rows,l2gmap_indices);CHKERRQ(ierr);
7197   ierr = ISLocalToGlobalMappingCreate(comm_n,1,new_local_rows,l2gmap_indices,PETSC_COPY_VALUES,&l2gmap);CHKERRQ(ierr);
7198   ierr = PetscFree(l2gmap_indices);CHKERRQ(ierr);
7199 
7200   /* infer new local matrix type from received local matrices type */
7201   /* currently if all local matrices are of type X, then the resulting matrix will be of type X, except for the dense case */
7202   /* it also assumes that if the block size is set, than it is the same among all local matrices (see checks at the beginning of the function) */
7203   if (n_recvs) {
7204     MatTypePrivate new_local_type_private = (MatTypePrivate)send_buffer_idxs[0];
7205     ptr_idxs = recv_buffer_idxs;
7206     for (i=0;i<n_recvs;i++) {
7207       if ((PetscInt)new_local_type_private != *ptr_idxs) {
7208         new_local_type_private = MATAIJ_PRIVATE;
7209         break;
7210       }
7211       ptr_idxs += olengths_idxs[i];
7212     }
7213     switch (new_local_type_private) {
7214       case MATDENSE_PRIVATE:
7215         new_local_type = MATSEQAIJ;
7216         bs = 1;
7217         break;
7218       case MATAIJ_PRIVATE:
7219         new_local_type = MATSEQAIJ;
7220         bs = 1;
7221         break;
7222       case MATBAIJ_PRIVATE:
7223         new_local_type = MATSEQBAIJ;
7224         break;
7225       case MATSBAIJ_PRIVATE:
7226         new_local_type = MATSEQSBAIJ;
7227         break;
7228       default:
7229         SETERRQ2(comm,PETSC_ERR_SUP,"Unsupported private type %d in %s",new_local_type_private,PETSC_FUNCTION_NAME);
7230         break;
7231     }
7232   } else { /* by default, new_local_type is seqaij */
7233     new_local_type = MATSEQAIJ;
7234     bs = 1;
7235   }
7236 
7237   /* create MATIS object if needed */
7238   if (!reuse) {
7239     ierr = MatGetSize(mat,&rows,&cols);CHKERRQ(ierr);
7240     ierr = MatCreateIS(comm_n,bs,PETSC_DECIDE,PETSC_DECIDE,rows,cols,l2gmap,NULL,mat_n);CHKERRQ(ierr);
7241   } else {
7242     /* it also destroys the local matrices */
7243     if (*mat_n) {
7244       ierr = MatSetLocalToGlobalMapping(*mat_n,l2gmap,l2gmap);CHKERRQ(ierr);
7245     } else { /* this is a fake object */
7246       ierr = MatCreateIS(comm_n,bs,PETSC_DECIDE,PETSC_DECIDE,rows,cols,l2gmap,NULL,mat_n);CHKERRQ(ierr);
7247     }
7248   }
7249   ierr = MatISGetLocalMat(*mat_n,&local_mat);CHKERRQ(ierr);
7250   ierr = MatSetType(local_mat,new_local_type);CHKERRQ(ierr);
7251 
7252   ierr = MPI_Waitall(n_recvs,recv_req_vals,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7253 
7254   /* Global to local map of received indices */
7255   ierr = PetscMalloc1(buf_size_idxs,&recv_buffer_idxs_local);CHKERRQ(ierr); /* needed for values insertion */
7256   ierr = ISGlobalToLocalMappingApply(l2gmap,IS_GTOLM_MASK,buf_size_idxs,recv_buffer_idxs,&i,recv_buffer_idxs_local);CHKERRQ(ierr);
7257   ierr = ISLocalToGlobalMappingDestroy(&l2gmap);CHKERRQ(ierr);
7258 
7259   /* restore attributes -> type of incoming data and its size */
7260   buf_size_idxs = 0;
7261   for (i=0;i<n_recvs;i++) {
7262     recv_buffer_idxs_local[buf_size_idxs] = recv_buffer_idxs[buf_size_idxs];
7263     recv_buffer_idxs_local[buf_size_idxs+1] = recv_buffer_idxs[buf_size_idxs+1];
7264     buf_size_idxs += (PetscInt)olengths_idxs[i];
7265   }
7266   ierr = PetscFree(recv_buffer_idxs);CHKERRQ(ierr);
7267 
7268   /* set preallocation */
7269   ierr = PetscObjectTypeCompare((PetscObject)local_mat,MATSEQDENSE,&newisdense);CHKERRQ(ierr);
7270   if (!newisdense) {
7271     PetscInt *new_local_nnz=0;
7272 
7273     ptr_idxs = recv_buffer_idxs_local;
7274     if (n_recvs) {
7275       ierr = PetscCalloc1(new_local_rows,&new_local_nnz);CHKERRQ(ierr);
7276     }
7277     for (i=0;i<n_recvs;i++) {
7278       PetscInt j;
7279       if (*ptr_idxs == (PetscInt)MATDENSE_PRIVATE) { /* preallocation provided for dense case only */
7280         for (j=0;j<*(ptr_idxs+1);j++) {
7281           new_local_nnz[*(ptr_idxs+2+j)] += *(ptr_idxs+1);
7282         }
7283       } else {
7284         /* TODO */
7285       }
7286       ptr_idxs += olengths_idxs[i];
7287     }
7288     if (new_local_nnz) {
7289       for (i=0;i<new_local_rows;i++) new_local_nnz[i] = PetscMin(new_local_nnz[i],new_local_rows);
7290       ierr = MatSeqAIJSetPreallocation(local_mat,0,new_local_nnz);CHKERRQ(ierr);
7291       for (i=0;i<new_local_rows;i++) new_local_nnz[i] /= bs;
7292       ierr = MatSeqBAIJSetPreallocation(local_mat,bs,0,new_local_nnz);CHKERRQ(ierr);
7293       for (i=0;i<new_local_rows;i++) new_local_nnz[i] = PetscMax(new_local_nnz[i]-i,0);
7294       ierr = MatSeqSBAIJSetPreallocation(local_mat,bs,0,new_local_nnz);CHKERRQ(ierr);
7295     } else {
7296       ierr = MatSetUp(local_mat);CHKERRQ(ierr);
7297     }
7298     ierr = PetscFree(new_local_nnz);CHKERRQ(ierr);
7299   } else {
7300     ierr = MatSetUp(local_mat);CHKERRQ(ierr);
7301   }
7302 
7303   /* set values */
7304   ptr_vals = recv_buffer_vals;
7305   ptr_idxs = recv_buffer_idxs_local;
7306   for (i=0;i<n_recvs;i++) {
7307     if (*ptr_idxs == (PetscInt)MATDENSE_PRIVATE) { /* values insertion provided for dense case only */
7308       ierr = MatSetOption(local_mat,MAT_ROW_ORIENTED,PETSC_FALSE);CHKERRQ(ierr);
7309       ierr = MatSetValues(local_mat,*(ptr_idxs+1),ptr_idxs+2,*(ptr_idxs+1),ptr_idxs+2,ptr_vals,ADD_VALUES);CHKERRQ(ierr);
7310       ierr = MatAssemblyBegin(local_mat,MAT_FLUSH_ASSEMBLY);CHKERRQ(ierr);
7311       ierr = MatAssemblyEnd(local_mat,MAT_FLUSH_ASSEMBLY);CHKERRQ(ierr);
7312       ierr = MatSetOption(local_mat,MAT_ROW_ORIENTED,PETSC_TRUE);CHKERRQ(ierr);
7313     } else {
7314       /* TODO */
7315     }
7316     ptr_idxs += olengths_idxs[i];
7317     ptr_vals += olengths_vals[i];
7318   }
7319   ierr = MatAssemblyBegin(local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7320   ierr = MatAssemblyEnd(local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7321   ierr = MatISRestoreLocalMat(*mat_n,&local_mat);CHKERRQ(ierr);
7322   ierr = MatAssemblyBegin(*mat_n,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7323   ierr = MatAssemblyEnd(*mat_n,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7324   ierr = PetscFree(recv_buffer_vals);CHKERRQ(ierr);
7325 
7326 #if 0
7327   if (!restrict_comm) { /* check */
7328     Vec       lvec,rvec;
7329     PetscReal infty_error;
7330 
7331     ierr = MatCreateVecs(mat,&rvec,&lvec);CHKERRQ(ierr);
7332     ierr = VecSetRandom(rvec,NULL);CHKERRQ(ierr);
7333     ierr = MatMult(mat,rvec,lvec);CHKERRQ(ierr);
7334     ierr = VecScale(lvec,-1.0);CHKERRQ(ierr);
7335     ierr = MatMultAdd(*mat_n,rvec,lvec,lvec);CHKERRQ(ierr);
7336     ierr = VecNorm(lvec,NORM_INFINITY,&infty_error);CHKERRQ(ierr);
7337     ierr = PetscPrintf(PetscObjectComm((PetscObject)mat),"Infinity error subassembling %1.6e\n",infty_error);
7338     ierr = VecDestroy(&rvec);CHKERRQ(ierr);
7339     ierr = VecDestroy(&lvec);CHKERRQ(ierr);
7340   }
7341 #endif
7342 
7343   /* assemble new additional is (if any) */
7344   if (nis) {
7345     PetscInt **temp_idxs,*count_is,j,psum;
7346 
7347     ierr = MPI_Waitall(n_recvs,recv_req_idxs_is,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7348     ierr = PetscCalloc1(nis,&count_is);CHKERRQ(ierr);
7349     ptr_idxs = recv_buffer_idxs_is;
7350     psum = 0;
7351     for (i=0;i<n_recvs;i++) {
7352       for (j=0;j<nis;j++) {
7353         PetscInt plen = *(ptr_idxs); /* first element is the local size of IS's indices */
7354         count_is[j] += plen; /* increment counting of buffer for j-th IS */
7355         psum += plen;
7356         ptr_idxs += plen+1; /* shift pointer to received data */
7357       }
7358     }
7359     ierr = PetscMalloc1(nis,&temp_idxs);CHKERRQ(ierr);
7360     ierr = PetscMalloc1(psum,&temp_idxs[0]);CHKERRQ(ierr);
7361     for (i=1;i<nis;i++) {
7362       temp_idxs[i] = temp_idxs[i-1]+count_is[i-1];
7363     }
7364     ierr = PetscMemzero(count_is,nis*sizeof(PetscInt));CHKERRQ(ierr);
7365     ptr_idxs = recv_buffer_idxs_is;
7366     for (i=0;i<n_recvs;i++) {
7367       for (j=0;j<nis;j++) {
7368         PetscInt plen = *(ptr_idxs); /* first element is the local size of IS's indices */
7369         ierr = PetscMemcpy(&temp_idxs[j][count_is[j]],ptr_idxs+1,plen*sizeof(PetscInt));CHKERRQ(ierr);
7370         count_is[j] += plen; /* increment starting point of buffer for j-th IS */
7371         ptr_idxs += plen+1; /* shift pointer to received data */
7372       }
7373     }
7374     for (i=0;i<nis;i++) {
7375       ierr = ISDestroy(&isarray[i]);CHKERRQ(ierr);
7376       ierr = PetscSortRemoveDupsInt(&count_is[i],temp_idxs[i]);CHKERRQ(ierr);CHKERRQ(ierr);
7377       ierr = ISCreateGeneral(comm_n,count_is[i],temp_idxs[i],PETSC_COPY_VALUES,&isarray[i]);CHKERRQ(ierr);
7378     }
7379     ierr = PetscFree(count_is);CHKERRQ(ierr);
7380     ierr = PetscFree(temp_idxs[0]);CHKERRQ(ierr);
7381     ierr = PetscFree(temp_idxs);CHKERRQ(ierr);
7382   }
7383   /* free workspace */
7384   ierr = PetscFree(recv_buffer_idxs_is);CHKERRQ(ierr);
7385   ierr = MPI_Waitall(n_sends,send_req_idxs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7386   ierr = PetscFree(send_buffer_idxs);CHKERRQ(ierr);
7387   ierr = MPI_Waitall(n_sends,send_req_vals,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7388   if (isdense) {
7389     ierr = MatISGetLocalMat(mat,&local_mat);CHKERRQ(ierr);
7390     ierr = MatDenseRestoreArray(local_mat,&send_buffer_vals);CHKERRQ(ierr);
7391     ierr = MatISRestoreLocalMat(mat,&local_mat);CHKERRQ(ierr);
7392   } else {
7393     /* ierr = PetscFree(send_buffer_vals);CHKERRQ(ierr); */
7394   }
7395   if (nis) {
7396     ierr = MPI_Waitall(n_sends,send_req_idxs_is,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7397     ierr = PetscFree(send_buffer_idxs_is);CHKERRQ(ierr);
7398   }
7399 
7400   if (nvecs) {
7401     ierr = MPI_Waitall(n_recvs,recv_req_vecs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7402     ierr = MPI_Waitall(n_sends,send_req_vecs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7403     ierr = VecRestoreArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7404     ierr = VecDestroy(&nnsp_vec[0]);CHKERRQ(ierr);
7405     ierr = VecCreate(comm_n,&nnsp_vec[0]);CHKERRQ(ierr);
7406     ierr = VecSetSizes(nnsp_vec[0],new_local_rows,PETSC_DECIDE);CHKERRQ(ierr);
7407     ierr = VecSetType(nnsp_vec[0],VECSTANDARD);CHKERRQ(ierr);
7408     /* set values */
7409     ptr_vals = recv_buffer_vecs;
7410     ptr_idxs = recv_buffer_idxs_local;
7411     ierr = VecGetArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7412     for (i=0;i<n_recvs;i++) {
7413       PetscInt j;
7414       for (j=0;j<*(ptr_idxs+1);j++) {
7415         send_buffer_vecs[*(ptr_idxs+2+j)] += *(ptr_vals + j);
7416       }
7417       ptr_idxs += olengths_idxs[i];
7418       ptr_vals += olengths_idxs[i]-2;
7419     }
7420     ierr = VecRestoreArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7421     ierr = VecAssemblyBegin(nnsp_vec[0]);CHKERRQ(ierr);
7422     ierr = VecAssemblyEnd(nnsp_vec[0]);CHKERRQ(ierr);
7423   }
7424 
7425   ierr = PetscFree(recv_buffer_vecs);CHKERRQ(ierr);
7426   ierr = PetscFree(recv_buffer_idxs_local);CHKERRQ(ierr);
7427   ierr = PetscFree(recv_req_idxs);CHKERRQ(ierr);
7428   ierr = PetscFree(recv_req_vals);CHKERRQ(ierr);
7429   ierr = PetscFree(recv_req_vecs);CHKERRQ(ierr);
7430   ierr = PetscFree(recv_req_idxs_is);CHKERRQ(ierr);
7431   ierr = PetscFree(send_req_idxs);CHKERRQ(ierr);
7432   ierr = PetscFree(send_req_vals);CHKERRQ(ierr);
7433   ierr = PetscFree(send_req_vecs);CHKERRQ(ierr);
7434   ierr = PetscFree(send_req_idxs_is);CHKERRQ(ierr);
7435   ierr = PetscFree(ilengths_vals);CHKERRQ(ierr);
7436   ierr = PetscFree(ilengths_idxs);CHKERRQ(ierr);
7437   ierr = PetscFree(olengths_vals);CHKERRQ(ierr);
7438   ierr = PetscFree(olengths_idxs);CHKERRQ(ierr);
7439   ierr = PetscFree(onodes);CHKERRQ(ierr);
7440   if (nis) {
7441     ierr = PetscFree(ilengths_idxs_is);CHKERRQ(ierr);
7442     ierr = PetscFree(olengths_idxs_is);CHKERRQ(ierr);
7443     ierr = PetscFree(onodes_is);CHKERRQ(ierr);
7444   }
7445   ierr = PetscSubcommDestroy(&subcomm);CHKERRQ(ierr);
7446   if (destroy_mat) { /* destroy mat is true only if restrict comm is true and process will not partecipate */
7447     ierr = MatDestroy(mat_n);CHKERRQ(ierr);
7448     for (i=0;i<nis;i++) {
7449       ierr = ISDestroy(&isarray[i]);CHKERRQ(ierr);
7450     }
7451     if (nvecs) { /* need to match VecDestroy nnsp_vec called in the other code path */
7452       ierr = VecDestroy(&nnsp_vec[0]);CHKERRQ(ierr);
7453     }
7454     *mat_n = NULL;
7455   }
7456   PetscFunctionReturn(0);
7457 }
7458 
7459 /* temporary hack into ksp private data structure */
7460 #include <petsc/private/kspimpl.h>
7461 
7462 PetscErrorCode PCBDDCSetUpCoarseSolver(PC pc,PetscScalar* coarse_submat_vals)
7463 {
7464   PC_BDDC                *pcbddc = (PC_BDDC*)pc->data;
7465   PC_IS                  *pcis = (PC_IS*)pc->data;
7466   Mat                    coarse_mat,coarse_mat_is,coarse_submat_dense;
7467   Mat                    coarsedivudotp = NULL;
7468   Mat                    coarseG,t_coarse_mat_is;
7469   MatNullSpace           CoarseNullSpace = NULL;
7470   ISLocalToGlobalMapping coarse_islg;
7471   IS                     coarse_is,*isarray;
7472   PetscInt               i,im_active=-1,active_procs=-1;
7473   PetscInt               nis,nisdofs,nisneu,nisvert;
7474   PC                     pc_temp;
7475   PCType                 coarse_pc_type;
7476   KSPType                coarse_ksp_type;
7477   PetscBool              multilevel_requested,multilevel_allowed;
7478   PetscBool              coarse_reuse;
7479   PetscInt               ncoarse,nedcfield;
7480   PetscBool              compute_vecs = PETSC_FALSE;
7481   PetscScalar            *array;
7482   MatReuse               coarse_mat_reuse;
7483   PetscBool              restr, full_restr, have_void;
7484   PetscMPIInt            commsize;
7485   PetscErrorCode         ierr;
7486 
7487   PetscFunctionBegin;
7488   /* Assign global numbering to coarse dofs */
7489   if (pcbddc->new_primal_space || pcbddc->coarse_size == -1) { /* a new primal space is present or it is the first initialization, so recompute global numbering */
7490     PetscInt ocoarse_size;
7491     compute_vecs = PETSC_TRUE;
7492 
7493     pcbddc->new_primal_space = PETSC_TRUE;
7494     ocoarse_size = pcbddc->coarse_size;
7495     ierr = PetscFree(pcbddc->global_primal_indices);CHKERRQ(ierr);
7496     ierr = PCBDDCComputePrimalNumbering(pc,&pcbddc->coarse_size,&pcbddc->global_primal_indices);CHKERRQ(ierr);
7497     /* see if we can avoid some work */
7498     if (pcbddc->coarse_ksp) { /* coarse ksp has already been created */
7499       /* if the coarse size is different or we are using adaptive selection, better to not reuse the coarse matrix */
7500       if (ocoarse_size != pcbddc->coarse_size || pcbddc->adaptive_selection) {
7501         ierr = KSPReset(pcbddc->coarse_ksp);CHKERRQ(ierr);
7502         coarse_reuse = PETSC_FALSE;
7503       } else { /* we can safely reuse already computed coarse matrix */
7504         coarse_reuse = PETSC_TRUE;
7505       }
7506     } else { /* there's no coarse ksp, so we need to create the coarse matrix too */
7507       coarse_reuse = PETSC_FALSE;
7508     }
7509     /* reset any subassembling information */
7510     if (!coarse_reuse || pcbddc->recompute_topography) {
7511       ierr = ISDestroy(&pcbddc->coarse_subassembling);CHKERRQ(ierr);
7512     }
7513   } else { /* primal space is unchanged, so we can reuse coarse matrix */
7514     coarse_reuse = PETSC_TRUE;
7515   }
7516   /* assemble coarse matrix */
7517   if (coarse_reuse && pcbddc->coarse_ksp) {
7518     ierr = KSPGetOperators(pcbddc->coarse_ksp,&coarse_mat,NULL);CHKERRQ(ierr);
7519     ierr = PetscObjectReference((PetscObject)coarse_mat);CHKERRQ(ierr);
7520     coarse_mat_reuse = MAT_REUSE_MATRIX;
7521   } else {
7522     coarse_mat = NULL;
7523     coarse_mat_reuse = MAT_INITIAL_MATRIX;
7524   }
7525 
7526   /* creates temporary l2gmap and IS for coarse indexes */
7527   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),pcbddc->local_primal_size,pcbddc->global_primal_indices,PETSC_COPY_VALUES,&coarse_is);CHKERRQ(ierr);
7528   ierr = ISLocalToGlobalMappingCreateIS(coarse_is,&coarse_islg);CHKERRQ(ierr);
7529 
7530   /* creates temporary MATIS object for coarse matrix */
7531   ierr = MatCreateSeqDense(PETSC_COMM_SELF,pcbddc->local_primal_size,pcbddc->local_primal_size,NULL,&coarse_submat_dense);CHKERRQ(ierr);
7532   ierr = MatDenseGetArray(coarse_submat_dense,&array);CHKERRQ(ierr);
7533   ierr = PetscMemcpy(array,coarse_submat_vals,sizeof(*coarse_submat_vals)*pcbddc->local_primal_size*pcbddc->local_primal_size);CHKERRQ(ierr);
7534   ierr = MatDenseRestoreArray(coarse_submat_dense,&array);CHKERRQ(ierr);
7535   ierr = MatCreateIS(PetscObjectComm((PetscObject)pc),1,PETSC_DECIDE,PETSC_DECIDE,pcbddc->coarse_size,pcbddc->coarse_size,coarse_islg,NULL,&t_coarse_mat_is);CHKERRQ(ierr);
7536   ierr = MatISSetLocalMat(t_coarse_mat_is,coarse_submat_dense);CHKERRQ(ierr);
7537   ierr = MatAssemblyBegin(t_coarse_mat_is,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7538   ierr = MatAssemblyEnd(t_coarse_mat_is,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7539   ierr = MatDestroy(&coarse_submat_dense);CHKERRQ(ierr);
7540 
7541   /* count "active" (i.e. with positive local size) and "void" processes */
7542   im_active = !!(pcis->n);
7543   ierr = MPIU_Allreduce(&im_active,&active_procs,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
7544 
7545   /* determine number of processes partecipating to coarse solver and compute subassembling pattern */
7546   /* restr : whether if we want to exclude senders (which are not receivers) from the subassembling pattern */
7547   /* full_restr : just use the receivers from the subassembling pattern */
7548   ierr = MPI_Comm_size(PetscObjectComm((PetscObject)pc),&commsize);CHKERRQ(ierr);
7549   coarse_mat_is = NULL;
7550   multilevel_allowed = PETSC_FALSE;
7551   multilevel_requested = PETSC_FALSE;
7552   pcbddc->coarse_eqs_per_proc = PetscMin(PetscMax(pcbddc->coarse_size,1),pcbddc->coarse_eqs_per_proc);
7553   if (pcbddc->current_level < pcbddc->max_levels) multilevel_requested = PETSC_TRUE;
7554   if (multilevel_requested) {
7555     ncoarse = active_procs/pcbddc->coarsening_ratio;
7556     restr = PETSC_FALSE;
7557     full_restr = PETSC_FALSE;
7558   } else {
7559     ncoarse = pcbddc->coarse_size/pcbddc->coarse_eqs_per_proc;
7560     restr = PETSC_TRUE;
7561     full_restr = PETSC_TRUE;
7562   }
7563   if (!pcbddc->coarse_size || commsize == 1) multilevel_allowed = multilevel_requested = restr = full_restr = PETSC_FALSE;
7564   ncoarse = PetscMax(1,ncoarse);
7565   if (!pcbddc->coarse_subassembling) {
7566     if (pcbddc->coarsening_ratio > 1) {
7567       if (multilevel_requested) {
7568         ierr = PCBDDCMatISGetSubassemblingPattern(pc->pmat,&ncoarse,pcbddc->coarse_adj_red,&pcbddc->coarse_subassembling,&have_void);CHKERRQ(ierr);
7569       } else {
7570         ierr = PCBDDCMatISGetSubassemblingPattern(t_coarse_mat_is,&ncoarse,pcbddc->coarse_adj_red,&pcbddc->coarse_subassembling,&have_void);CHKERRQ(ierr);
7571       }
7572     } else {
7573       PetscMPIInt rank;
7574       ierr = MPI_Comm_rank(PetscObjectComm((PetscObject)pc),&rank);CHKERRQ(ierr);
7575       have_void = (active_procs == (PetscInt)commsize) ? PETSC_FALSE : PETSC_TRUE;
7576       ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),1,rank,1,&pcbddc->coarse_subassembling);CHKERRQ(ierr);
7577     }
7578   } else { /* if a subassembling pattern exists, then we can reuse the coarse ksp and compute the number of process involved */
7579     PetscInt    psum;
7580     if (pcbddc->coarse_ksp) psum = 1;
7581     else psum = 0;
7582     ierr = MPIU_Allreduce(&psum,&ncoarse,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
7583     if (ncoarse < commsize) have_void = PETSC_TRUE;
7584   }
7585   /* determine if we can go multilevel */
7586   if (multilevel_requested) {
7587     if (ncoarse > 1) multilevel_allowed = PETSC_TRUE; /* found enough processes */
7588     else restr = full_restr = PETSC_TRUE; /* 1 subdomain, use a direct solver */
7589   }
7590   if (multilevel_allowed && have_void) restr = PETSC_TRUE;
7591 
7592   /* dump subassembling pattern */
7593   if (pcbddc->dbg_flag && multilevel_allowed) {
7594     ierr = ISView(pcbddc->coarse_subassembling,pcbddc->dbg_viewer);CHKERRQ(ierr);
7595   }
7596 
7597   /* compute dofs splitting and neumann boundaries for coarse dofs */
7598   nedcfield = -1;
7599   if (multilevel_allowed && !coarse_reuse && (pcbddc->n_ISForDofsLocal || pcbddc->NeumannBoundariesLocal || pcbddc->nedclocal)) { /* protects from unneded computations */
7600     PetscInt               *tidxs,*tidxs2,nout,tsize,i;
7601     const PetscInt         *idxs;
7602     ISLocalToGlobalMapping tmap;
7603 
7604     /* create map between primal indices (in local representative ordering) and local primal numbering */
7605     ierr = ISLocalToGlobalMappingCreate(PETSC_COMM_SELF,1,pcbddc->local_primal_size,pcbddc->primal_indices_local_idxs,PETSC_COPY_VALUES,&tmap);CHKERRQ(ierr);
7606     /* allocate space for temporary storage */
7607     ierr = PetscMalloc1(pcbddc->local_primal_size,&tidxs);CHKERRQ(ierr);
7608     ierr = PetscMalloc1(pcbddc->local_primal_size,&tidxs2);CHKERRQ(ierr);
7609     /* allocate for IS array */
7610     nisdofs = pcbddc->n_ISForDofsLocal;
7611     if (pcbddc->nedclocal) {
7612       if (pcbddc->nedfield > -1) {
7613         nedcfield = pcbddc->nedfield;
7614       } else {
7615         nedcfield = 0;
7616         if (nisdofs) SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"This should not happen (%d)",nisdofs);
7617         nisdofs = 1;
7618       }
7619     }
7620     nisneu = !!pcbddc->NeumannBoundariesLocal;
7621     nisvert = 0; /* nisvert is not used */
7622     nis = nisdofs + nisneu + nisvert;
7623     ierr = PetscMalloc1(nis,&isarray);CHKERRQ(ierr);
7624     /* dofs splitting */
7625     for (i=0;i<nisdofs;i++) {
7626       /* ierr = ISView(pcbddc->ISForDofsLocal[i],0);CHKERRQ(ierr); */
7627       if (nedcfield != i) {
7628         ierr = ISGetLocalSize(pcbddc->ISForDofsLocal[i],&tsize);CHKERRQ(ierr);
7629         ierr = ISGetIndices(pcbddc->ISForDofsLocal[i],&idxs);CHKERRQ(ierr);
7630         ierr = ISGlobalToLocalMappingApply(tmap,IS_GTOLM_DROP,tsize,idxs,&nout,tidxs);CHKERRQ(ierr);
7631         ierr = ISRestoreIndices(pcbddc->ISForDofsLocal[i],&idxs);CHKERRQ(ierr);
7632       } else {
7633         ierr = ISGetLocalSize(pcbddc->nedclocal,&tsize);CHKERRQ(ierr);
7634         ierr = ISGetIndices(pcbddc->nedclocal,&idxs);CHKERRQ(ierr);
7635         ierr = ISGlobalToLocalMappingApply(tmap,IS_GTOLM_DROP,tsize,idxs,&nout,tidxs);CHKERRQ(ierr);
7636         if (tsize != nout) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Failed when mapping coarse nedelec field! %d != %d\n",tsize,nout);
7637         ierr = ISRestoreIndices(pcbddc->nedclocal,&idxs);CHKERRQ(ierr);
7638       }
7639       ierr = ISLocalToGlobalMappingApply(coarse_islg,nout,tidxs,tidxs2);CHKERRQ(ierr);
7640       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),nout,tidxs2,PETSC_COPY_VALUES,&isarray[i]);CHKERRQ(ierr);
7641       /* ierr = ISView(isarray[i],0);CHKERRQ(ierr); */
7642     }
7643     /* neumann boundaries */
7644     if (pcbddc->NeumannBoundariesLocal) {
7645       /* ierr = ISView(pcbddc->NeumannBoundariesLocal,0);CHKERRQ(ierr); */
7646       ierr = ISGetLocalSize(pcbddc->NeumannBoundariesLocal,&tsize);CHKERRQ(ierr);
7647       ierr = ISGetIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
7648       ierr = ISGlobalToLocalMappingApply(tmap,IS_GTOLM_DROP,tsize,idxs,&nout,tidxs);CHKERRQ(ierr);
7649       ierr = ISRestoreIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
7650       ierr = ISLocalToGlobalMappingApply(coarse_islg,nout,tidxs,tidxs2);CHKERRQ(ierr);
7651       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),nout,tidxs2,PETSC_COPY_VALUES,&isarray[nisdofs]);CHKERRQ(ierr);
7652       /* ierr = ISView(isarray[nisdofs],0);CHKERRQ(ierr); */
7653     }
7654     /* free memory */
7655     ierr = PetscFree(tidxs);CHKERRQ(ierr);
7656     ierr = PetscFree(tidxs2);CHKERRQ(ierr);
7657     ierr = ISLocalToGlobalMappingDestroy(&tmap);CHKERRQ(ierr);
7658   } else {
7659     nis = 0;
7660     nisdofs = 0;
7661     nisneu = 0;
7662     nisvert = 0;
7663     isarray = NULL;
7664   }
7665   /* destroy no longer needed map */
7666   ierr = ISLocalToGlobalMappingDestroy(&coarse_islg);CHKERRQ(ierr);
7667 
7668   /* subassemble */
7669   if (multilevel_allowed) {
7670     Vec       vp[1];
7671     PetscInt  nvecs = 0;
7672     PetscBool reuse,reuser;
7673 
7674     if (coarse_mat) reuse = PETSC_TRUE;
7675     else reuse = PETSC_FALSE;
7676     ierr = MPIU_Allreduce(&reuse,&reuser,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
7677     vp[0] = NULL;
7678     if (pcbddc->benign_have_null) { /* propagate no-net-flux quadrature to coarser level */
7679       ierr = VecCreate(PetscObjectComm((PetscObject)pc),&vp[0]);CHKERRQ(ierr);
7680       ierr = VecSetSizes(vp[0],pcbddc->local_primal_size,PETSC_DECIDE);CHKERRQ(ierr);
7681       ierr = VecSetType(vp[0],VECSTANDARD);CHKERRQ(ierr);
7682       nvecs = 1;
7683 
7684       if (pcbddc->divudotp) {
7685         Mat      B,loc_divudotp;
7686         Vec      v,p;
7687         IS       dummy;
7688         PetscInt np;
7689 
7690         ierr = MatISGetLocalMat(pcbddc->divudotp,&loc_divudotp);CHKERRQ(ierr);
7691         ierr = MatGetSize(loc_divudotp,&np,NULL);CHKERRQ(ierr);
7692         ierr = ISCreateStride(PETSC_COMM_SELF,np,0,1,&dummy);CHKERRQ(ierr);
7693         ierr = MatCreateSubMatrix(loc_divudotp,dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B);CHKERRQ(ierr);
7694         ierr = MatCreateVecs(B,&v,&p);CHKERRQ(ierr);
7695         ierr = VecSet(p,1.);CHKERRQ(ierr);
7696         ierr = MatMultTranspose(B,p,v);CHKERRQ(ierr);
7697         ierr = VecDestroy(&p);CHKERRQ(ierr);
7698         ierr = MatDestroy(&B);CHKERRQ(ierr);
7699         ierr = VecGetArray(vp[0],&array);CHKERRQ(ierr);
7700         ierr = VecPlaceArray(pcbddc->vec1_P,array);CHKERRQ(ierr);
7701         ierr = VecRestoreArray(vp[0],&array);CHKERRQ(ierr);
7702         ierr = MatMultTranspose(pcbddc->coarse_phi_B,v,pcbddc->vec1_P);CHKERRQ(ierr);
7703         ierr = VecResetArray(pcbddc->vec1_P);CHKERRQ(ierr);
7704         ierr = ISDestroy(&dummy);CHKERRQ(ierr);
7705         ierr = VecDestroy(&v);CHKERRQ(ierr);
7706       }
7707     }
7708     if (reuser) {
7709       ierr = PCBDDCMatISSubassemble(t_coarse_mat_is,pcbddc->coarse_subassembling,0,restr,full_restr,PETSC_TRUE,&coarse_mat,nis,isarray,nvecs,vp);CHKERRQ(ierr);
7710     } else {
7711       ierr = PCBDDCMatISSubassemble(t_coarse_mat_is,pcbddc->coarse_subassembling,0,restr,full_restr,PETSC_FALSE,&coarse_mat_is,nis,isarray,nvecs,vp);CHKERRQ(ierr);
7712     }
7713     if (vp[0]) { /* vp[0] could have been placed on a different set of processes */
7714       PetscScalar *arraym,*arrayv;
7715       PetscInt    nl;
7716       ierr = VecGetLocalSize(vp[0],&nl);CHKERRQ(ierr);
7717       ierr = MatCreateSeqDense(PETSC_COMM_SELF,1,nl,NULL,&coarsedivudotp);CHKERRQ(ierr);
7718       ierr = MatDenseGetArray(coarsedivudotp,&arraym);CHKERRQ(ierr);
7719       ierr = VecGetArray(vp[0],&arrayv);CHKERRQ(ierr);
7720       ierr = PetscMemcpy(arraym,arrayv,nl*sizeof(PetscScalar));CHKERRQ(ierr);
7721       ierr = VecRestoreArray(vp[0],&arrayv);CHKERRQ(ierr);
7722       ierr = MatDenseRestoreArray(coarsedivudotp,&arraym);CHKERRQ(ierr);
7723       ierr = VecDestroy(&vp[0]);CHKERRQ(ierr);
7724     } else {
7725       ierr = MatCreateSeqAIJ(PETSC_COMM_SELF,0,0,1,NULL,&coarsedivudotp);CHKERRQ(ierr);
7726     }
7727   } else {
7728     ierr = PCBDDCMatISSubassemble(t_coarse_mat_is,pcbddc->coarse_subassembling,0,restr,full_restr,PETSC_FALSE,&coarse_mat_is,0,NULL,0,NULL);CHKERRQ(ierr);
7729   }
7730   if (coarse_mat_is || coarse_mat) {
7731     PetscMPIInt size;
7732     ierr = MPI_Comm_size(PetscObjectComm((PetscObject)coarse_mat_is),&size);CHKERRQ(ierr);
7733     if (!multilevel_allowed) {
7734       ierr = MatISGetMPIXAIJ(coarse_mat_is,coarse_mat_reuse,&coarse_mat);CHKERRQ(ierr);
7735     } else {
7736       Mat A;
7737 
7738       /* if this matrix is present, it means we are not reusing the coarse matrix */
7739       if (coarse_mat_is) {
7740         if (coarse_mat) SETERRQ(PetscObjectComm((PetscObject)coarse_mat_is),PETSC_ERR_PLIB,"This should not happen");
7741         ierr = PetscObjectReference((PetscObject)coarse_mat_is);CHKERRQ(ierr);
7742         coarse_mat = coarse_mat_is;
7743       }
7744       /* be sure we don't have MatSeqDENSE as local mat */
7745       ierr = MatISGetLocalMat(coarse_mat,&A);CHKERRQ(ierr);
7746       ierr = MatConvert(A,MATSEQAIJ,MAT_INPLACE_MATRIX,&A);CHKERRQ(ierr);
7747     }
7748   }
7749   ierr = MatDestroy(&t_coarse_mat_is);CHKERRQ(ierr);
7750   ierr = MatDestroy(&coarse_mat_is);CHKERRQ(ierr);
7751 
7752   /* create local to global scatters for coarse problem */
7753   if (compute_vecs) {
7754     PetscInt lrows;
7755     ierr = VecDestroy(&pcbddc->coarse_vec);CHKERRQ(ierr);
7756     if (coarse_mat) {
7757       ierr = MatGetLocalSize(coarse_mat,&lrows,NULL);CHKERRQ(ierr);
7758     } else {
7759       lrows = 0;
7760     }
7761     ierr = VecCreate(PetscObjectComm((PetscObject)pc),&pcbddc->coarse_vec);CHKERRQ(ierr);
7762     ierr = VecSetSizes(pcbddc->coarse_vec,lrows,PETSC_DECIDE);CHKERRQ(ierr);
7763     ierr = VecSetType(pcbddc->coarse_vec,VECSTANDARD);CHKERRQ(ierr);
7764     ierr = VecScatterDestroy(&pcbddc->coarse_loc_to_glob);CHKERRQ(ierr);
7765     ierr = VecScatterCreate(pcbddc->vec1_P,NULL,pcbddc->coarse_vec,coarse_is,&pcbddc->coarse_loc_to_glob);CHKERRQ(ierr);
7766   }
7767   ierr = ISDestroy(&coarse_is);CHKERRQ(ierr);
7768 
7769   /* set defaults for coarse KSP and PC */
7770   if (multilevel_allowed) {
7771     coarse_ksp_type = KSPRICHARDSON;
7772     coarse_pc_type = PCBDDC;
7773   } else {
7774     coarse_ksp_type = KSPPREONLY;
7775     coarse_pc_type = PCREDUNDANT;
7776   }
7777 
7778   /* print some info if requested */
7779   if (pcbddc->dbg_flag) {
7780     if (!multilevel_allowed) {
7781       ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
7782       if (multilevel_requested) {
7783         ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Not enough active processes on level %d (active processes %d, coarsening ratio %d)\n",pcbddc->current_level,active_procs,pcbddc->coarsening_ratio);CHKERRQ(ierr);
7784       } else if (pcbddc->max_levels) {
7785         ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Maximum number of requested levels reached (%d)\n",pcbddc->max_levels);CHKERRQ(ierr);
7786       }
7787       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
7788     }
7789   }
7790 
7791   /* communicate coarse discrete gradient */
7792   coarseG = NULL;
7793   if (pcbddc->nedcG && multilevel_allowed) {
7794     MPI_Comm ccomm;
7795     if (coarse_mat) {
7796       ccomm = PetscObjectComm((PetscObject)coarse_mat);
7797     } else {
7798       ccomm = MPI_COMM_NULL;
7799     }
7800     ierr = MatMPIAIJRestrict(pcbddc->nedcG,ccomm,&coarseG);CHKERRQ(ierr);
7801   }
7802 
7803   /* create the coarse KSP object only once with defaults */
7804   if (coarse_mat) {
7805     PetscBool   isredundant,isnn,isbddc;
7806     PetscViewer dbg_viewer = NULL;
7807 
7808     if (pcbddc->dbg_flag) {
7809       dbg_viewer = PETSC_VIEWER_STDOUT_(PetscObjectComm((PetscObject)coarse_mat));
7810       ierr = PetscViewerASCIIAddTab(dbg_viewer,2*pcbddc->current_level);CHKERRQ(ierr);
7811     }
7812     if (!pcbddc->coarse_ksp) {
7813       char   prefix[256],str_level[16];
7814       size_t len;
7815 
7816       ierr = KSPCreate(PetscObjectComm((PetscObject)coarse_mat),&pcbddc->coarse_ksp);CHKERRQ(ierr);
7817       ierr = KSPSetErrorIfNotConverged(pcbddc->coarse_ksp,pc->erroriffailure);CHKERRQ(ierr);
7818       ierr = PetscObjectIncrementTabLevel((PetscObject)pcbddc->coarse_ksp,(PetscObject)pc,1);CHKERRQ(ierr);
7819       ierr = KSPSetTolerances(pcbddc->coarse_ksp,PETSC_DEFAULT,PETSC_DEFAULT,PETSC_DEFAULT,1);CHKERRQ(ierr);
7820       ierr = KSPSetOperators(pcbddc->coarse_ksp,coarse_mat,coarse_mat);CHKERRQ(ierr);
7821       ierr = KSPSetType(pcbddc->coarse_ksp,coarse_ksp_type);CHKERRQ(ierr);
7822       ierr = KSPSetNormType(pcbddc->coarse_ksp,KSP_NORM_NONE);CHKERRQ(ierr);
7823       ierr = KSPGetPC(pcbddc->coarse_ksp,&pc_temp);CHKERRQ(ierr);
7824       /* TODO is this logic correct? should check for coarse_mat type */
7825       ierr = PCSetType(pc_temp,coarse_pc_type);CHKERRQ(ierr);
7826       /* prefix */
7827       ierr = PetscStrcpy(prefix,"");CHKERRQ(ierr);
7828       ierr = PetscStrcpy(str_level,"");CHKERRQ(ierr);
7829       if (!pcbddc->current_level) {
7830         ierr = PetscStrncpy(prefix,((PetscObject)pc)->prefix,sizeof(prefix));CHKERRQ(ierr);
7831         ierr = PetscStrlcat(prefix,"pc_bddc_coarse_",sizeof(prefix));CHKERRQ(ierr);
7832       } else {
7833         ierr = PetscStrlen(((PetscObject)pc)->prefix,&len);CHKERRQ(ierr);
7834         if (pcbddc->current_level>1) len -= 3; /* remove "lX_" with X level number */
7835         if (pcbddc->current_level>10) len -= 1; /* remove another char from level number */
7836         /* Nonstandard use of PetscStrncpy() to copy only a portion of the string */
7837         ierr = PetscStrncpy(prefix,((PetscObject)pc)->prefix,len+1);CHKERRQ(ierr);
7838         ierr = PetscSNPrintf(str_level,sizeof(str_level),"l%d_",(int)(pcbddc->current_level));CHKERRQ(ierr);
7839         ierr = PetscStrlcat(prefix,str_level,sizeof(prefix));CHKERRQ(ierr);
7840       }
7841       ierr = KSPSetOptionsPrefix(pcbddc->coarse_ksp,prefix);CHKERRQ(ierr);
7842       /* propagate BDDC info to the next level (these are dummy calls if pc_temp is not of type PCBDDC) */
7843       ierr = PCBDDCSetLevel(pc_temp,pcbddc->current_level+1);CHKERRQ(ierr);
7844       ierr = PCBDDCSetCoarseningRatio(pc_temp,pcbddc->coarsening_ratio);CHKERRQ(ierr);
7845       ierr = PCBDDCSetLevels(pc_temp,pcbddc->max_levels);CHKERRQ(ierr);
7846       /* allow user customization */
7847       ierr = KSPSetFromOptions(pcbddc->coarse_ksp);CHKERRQ(ierr);
7848     }
7849     /* propagate BDDC info to the next level (these are dummy calls if pc_temp is not of type PCBDDC) */
7850     ierr = KSPGetPC(pcbddc->coarse_ksp,&pc_temp);CHKERRQ(ierr);
7851     if (nisdofs) {
7852       ierr = PCBDDCSetDofsSplitting(pc_temp,nisdofs,isarray);CHKERRQ(ierr);
7853       for (i=0;i<nisdofs;i++) {
7854         ierr = ISDestroy(&isarray[i]);CHKERRQ(ierr);
7855       }
7856     }
7857     if (nisneu) {
7858       ierr = PCBDDCSetNeumannBoundaries(pc_temp,isarray[nisdofs]);CHKERRQ(ierr);
7859       ierr = ISDestroy(&isarray[nisdofs]);CHKERRQ(ierr);
7860     }
7861     if (nisvert) {
7862       ierr = PCBDDCSetPrimalVerticesIS(pc_temp,isarray[nis-1]);CHKERRQ(ierr);
7863       ierr = ISDestroy(&isarray[nis-1]);CHKERRQ(ierr);
7864     }
7865     if (coarseG) {
7866       ierr = PCBDDCSetDiscreteGradient(pc_temp,coarseG,1,nedcfield,PETSC_FALSE,PETSC_TRUE);CHKERRQ(ierr);
7867     }
7868 
7869     /* get some info after set from options */
7870     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCBDDC,&isbddc);CHKERRQ(ierr);
7871     /* multilevel can only be requested via -pc_bddc_levels or PCBDDCSetLevels */
7872     if (isbddc && !multilevel_allowed) {
7873       ierr   = PCSetType(pc_temp,coarse_pc_type);CHKERRQ(ierr);
7874       isbddc = PETSC_FALSE;
7875     }
7876     /* multilevel cannot be done with coarse PCs different from BDDC or NN */
7877     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCNN,&isnn);CHKERRQ(ierr);
7878     if (multilevel_requested && multilevel_allowed && !isbddc && !isnn) {
7879       ierr   = PCSetType(pc_temp,PCBDDC);CHKERRQ(ierr);
7880       isbddc = PETSC_TRUE;
7881     }
7882     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCREDUNDANT,&isredundant);CHKERRQ(ierr);
7883     if (isredundant) {
7884       KSP inner_ksp;
7885       PC  inner_pc;
7886 
7887       ierr = PCRedundantGetKSP(pc_temp,&inner_ksp);CHKERRQ(ierr);
7888       ierr = KSPGetPC(inner_ksp,&inner_pc);CHKERRQ(ierr);
7889     }
7890 
7891     /* parameters which miss an API */
7892     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCBDDC,&isbddc);CHKERRQ(ierr);
7893     if (isbddc) {
7894       PC_BDDC* pcbddc_coarse = (PC_BDDC*)pc_temp->data;
7895 
7896       pcbddc_coarse->detect_disconnected = PETSC_TRUE;
7897       pcbddc_coarse->coarse_eqs_per_proc = pcbddc->coarse_eqs_per_proc;
7898       pcbddc_coarse->benign_saddle_point = pcbddc->benign_have_null;
7899       if (pcbddc_coarse->benign_saddle_point) {
7900         Mat                    coarsedivudotp_is;
7901         ISLocalToGlobalMapping l2gmap,rl2g,cl2g;
7902         IS                     row,col;
7903         const PetscInt         *gidxs;
7904         PetscInt               n,st,M,N;
7905 
7906         ierr = MatGetSize(coarsedivudotp,&n,NULL);CHKERRQ(ierr);
7907         ierr = MPI_Scan(&n,&st,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)coarse_mat));CHKERRQ(ierr);
7908         st   = st-n;
7909         ierr = ISCreateStride(PetscObjectComm((PetscObject)coarse_mat),1,st,1,&row);CHKERRQ(ierr);
7910         ierr = MatGetLocalToGlobalMapping(coarse_mat,&l2gmap,NULL);CHKERRQ(ierr);
7911         ierr = ISLocalToGlobalMappingGetSize(l2gmap,&n);CHKERRQ(ierr);
7912         ierr = ISLocalToGlobalMappingGetIndices(l2gmap,&gidxs);CHKERRQ(ierr);
7913         ierr = ISCreateGeneral(PetscObjectComm((PetscObject)coarse_mat),n,gidxs,PETSC_COPY_VALUES,&col);CHKERRQ(ierr);
7914         ierr = ISLocalToGlobalMappingRestoreIndices(l2gmap,&gidxs);CHKERRQ(ierr);
7915         ierr = ISLocalToGlobalMappingCreateIS(row,&rl2g);CHKERRQ(ierr);
7916         ierr = ISLocalToGlobalMappingCreateIS(col,&cl2g);CHKERRQ(ierr);
7917         ierr = ISGetSize(row,&M);CHKERRQ(ierr);
7918         ierr = MatGetSize(coarse_mat,&N,NULL);CHKERRQ(ierr);
7919         ierr = ISDestroy(&row);CHKERRQ(ierr);
7920         ierr = ISDestroy(&col);CHKERRQ(ierr);
7921         ierr = MatCreate(PetscObjectComm((PetscObject)coarse_mat),&coarsedivudotp_is);CHKERRQ(ierr);
7922         ierr = MatSetType(coarsedivudotp_is,MATIS);CHKERRQ(ierr);
7923         ierr = MatSetSizes(coarsedivudotp_is,PETSC_DECIDE,PETSC_DECIDE,M,N);CHKERRQ(ierr);
7924         ierr = MatSetLocalToGlobalMapping(coarsedivudotp_is,rl2g,cl2g);CHKERRQ(ierr);
7925         ierr = ISLocalToGlobalMappingDestroy(&rl2g);CHKERRQ(ierr);
7926         ierr = ISLocalToGlobalMappingDestroy(&cl2g);CHKERRQ(ierr);
7927         ierr = MatISSetLocalMat(coarsedivudotp_is,coarsedivudotp);CHKERRQ(ierr);
7928         ierr = MatDestroy(&coarsedivudotp);CHKERRQ(ierr);
7929         ierr = PCBDDCSetDivergenceMat(pc_temp,coarsedivudotp_is,PETSC_FALSE,NULL);CHKERRQ(ierr);
7930         ierr = MatDestroy(&coarsedivudotp_is);CHKERRQ(ierr);
7931         pcbddc_coarse->adaptive_userdefined = PETSC_TRUE;
7932         if (pcbddc->adaptive_threshold < 1.0) pcbddc_coarse->deluxe_zerorows = PETSC_TRUE;
7933       }
7934     }
7935 
7936     /* propagate symmetry info of coarse matrix */
7937     ierr = MatSetOption(coarse_mat,MAT_STRUCTURALLY_SYMMETRIC,PETSC_TRUE);CHKERRQ(ierr);
7938     if (pc->pmat->symmetric_set) {
7939       ierr = MatSetOption(coarse_mat,MAT_SYMMETRIC,pc->pmat->symmetric);CHKERRQ(ierr);
7940     }
7941     if (pc->pmat->hermitian_set) {
7942       ierr = MatSetOption(coarse_mat,MAT_HERMITIAN,pc->pmat->hermitian);CHKERRQ(ierr);
7943     }
7944     if (pc->pmat->spd_set) {
7945       ierr = MatSetOption(coarse_mat,MAT_SPD,pc->pmat->spd);CHKERRQ(ierr);
7946     }
7947     if (pcbddc->benign_saddle_point && !pcbddc->benign_have_null) {
7948       ierr = MatSetOption(coarse_mat,MAT_SPD,PETSC_TRUE);CHKERRQ(ierr);
7949     }
7950     /* set operators */
7951     ierr = KSPSetOperators(pcbddc->coarse_ksp,coarse_mat,coarse_mat);CHKERRQ(ierr);
7952     if (pcbddc->dbg_flag) {
7953       ierr = PetscViewerASCIISubtractTab(dbg_viewer,2*pcbddc->current_level);CHKERRQ(ierr);
7954     }
7955   }
7956   ierr = MatDestroy(&coarseG);CHKERRQ(ierr);
7957   ierr = PetscFree(isarray);CHKERRQ(ierr);
7958 #if 0
7959   {
7960     PetscViewer viewer;
7961     char filename[256];
7962     sprintf(filename,"coarse_mat_level%d.m",pcbddc->current_level);
7963     ierr = PetscViewerASCIIOpen(PetscObjectComm((PetscObject)coarse_mat),filename,&viewer);CHKERRQ(ierr);
7964     ierr = PetscViewerPushFormat(viewer,PETSC_VIEWER_ASCII_MATLAB);CHKERRQ(ierr);
7965     ierr = MatView(coarse_mat,viewer);CHKERRQ(ierr);
7966     ierr = PetscViewerPopFormat(viewer);CHKERRQ(ierr);
7967     ierr = PetscViewerDestroy(&viewer);CHKERRQ(ierr);
7968   }
7969 #endif
7970 
7971   if (pcbddc->coarse_ksp) {
7972     Vec crhs,csol;
7973 
7974     ierr = KSPGetSolution(pcbddc->coarse_ksp,&csol);CHKERRQ(ierr);
7975     ierr = KSPGetRhs(pcbddc->coarse_ksp,&crhs);CHKERRQ(ierr);
7976     if (!csol) {
7977       ierr = MatCreateVecs(coarse_mat,&((pcbddc->coarse_ksp)->vec_sol),NULL);CHKERRQ(ierr);
7978     }
7979     if (!crhs) {
7980       ierr = MatCreateVecs(coarse_mat,NULL,&((pcbddc->coarse_ksp)->vec_rhs));CHKERRQ(ierr);
7981     }
7982   }
7983   ierr = MatDestroy(&coarsedivudotp);CHKERRQ(ierr);
7984 
7985   /* compute null space for coarse solver if the benign trick has been requested */
7986   if (pcbddc->benign_null) {
7987 
7988     ierr = VecSet(pcbddc->vec1_P,0.);CHKERRQ(ierr);
7989     for (i=0;i<pcbddc->benign_n;i++) {
7990       ierr = VecSetValue(pcbddc->vec1_P,pcbddc->local_primal_size-pcbddc->benign_n+i,1.0,INSERT_VALUES);CHKERRQ(ierr);
7991     }
7992     ierr = VecAssemblyBegin(pcbddc->vec1_P);CHKERRQ(ierr);
7993     ierr = VecAssemblyEnd(pcbddc->vec1_P);CHKERRQ(ierr);
7994     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
7995     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
7996     if (coarse_mat) {
7997       Vec         nullv;
7998       PetscScalar *array,*array2;
7999       PetscInt    nl;
8000 
8001       ierr = MatCreateVecs(coarse_mat,&nullv,NULL);CHKERRQ(ierr);
8002       ierr = VecGetLocalSize(nullv,&nl);CHKERRQ(ierr);
8003       ierr = VecGetArrayRead(pcbddc->coarse_vec,(const PetscScalar**)&array);CHKERRQ(ierr);
8004       ierr = VecGetArray(nullv,&array2);CHKERRQ(ierr);
8005       ierr = PetscMemcpy(array2,array,nl*sizeof(*array));CHKERRQ(ierr);
8006       ierr = VecRestoreArray(nullv,&array2);CHKERRQ(ierr);
8007       ierr = VecRestoreArrayRead(pcbddc->coarse_vec,(const PetscScalar**)&array);CHKERRQ(ierr);
8008       ierr = VecNormalize(nullv,NULL);CHKERRQ(ierr);
8009       ierr = MatNullSpaceCreate(PetscObjectComm((PetscObject)coarse_mat),PETSC_FALSE,1,&nullv,&CoarseNullSpace);CHKERRQ(ierr);
8010       ierr = VecDestroy(&nullv);CHKERRQ(ierr);
8011     }
8012   }
8013 
8014   if (pcbddc->coarse_ksp) {
8015     PetscBool ispreonly;
8016 
8017     if (CoarseNullSpace) {
8018       PetscBool isnull;
8019       ierr = MatNullSpaceTest(CoarseNullSpace,coarse_mat,&isnull);CHKERRQ(ierr);
8020       if (isnull) {
8021         ierr = MatSetNullSpace(coarse_mat,CoarseNullSpace);CHKERRQ(ierr);
8022       }
8023       /* TODO: add local nullspaces (if any) */
8024     }
8025     /* setup coarse ksp */
8026     ierr = KSPSetUp(pcbddc->coarse_ksp);CHKERRQ(ierr);
8027     /* Check coarse problem if in debug mode or if solving with an iterative method */
8028     ierr = PetscObjectTypeCompare((PetscObject)pcbddc->coarse_ksp,KSPPREONLY,&ispreonly);CHKERRQ(ierr);
8029     if (pcbddc->dbg_flag || (!ispreonly && pcbddc->use_coarse_estimates) ) {
8030       KSP       check_ksp;
8031       KSPType   check_ksp_type;
8032       PC        check_pc;
8033       Vec       check_vec,coarse_vec;
8034       PetscReal abs_infty_error,infty_error,lambda_min=1.0,lambda_max=1.0;
8035       PetscInt  its;
8036       PetscBool compute_eigs;
8037       PetscReal *eigs_r,*eigs_c;
8038       PetscInt  neigs;
8039       const char *prefix;
8040 
8041       /* Create ksp object suitable for estimation of extreme eigenvalues */
8042       ierr = KSPCreate(PetscObjectComm((PetscObject)pcbddc->coarse_ksp),&check_ksp);CHKERRQ(ierr);
8043       ierr = KSPSetErrorIfNotConverged(pcbddc->coarse_ksp,pc->erroriffailure);CHKERRQ(ierr);
8044       ierr = KSPSetOperators(check_ksp,coarse_mat,coarse_mat);CHKERRQ(ierr);
8045       ierr = KSPSetTolerances(check_ksp,1.e-12,1.e-12,PETSC_DEFAULT,pcbddc->coarse_size);CHKERRQ(ierr);
8046       /* prevent from setup unneeded object */
8047       ierr = KSPGetPC(check_ksp,&check_pc);CHKERRQ(ierr);
8048       ierr = PCSetType(check_pc,PCNONE);CHKERRQ(ierr);
8049       if (ispreonly) {
8050         check_ksp_type = KSPPREONLY;
8051         compute_eigs = PETSC_FALSE;
8052       } else {
8053         check_ksp_type = KSPGMRES;
8054         compute_eigs = PETSC_TRUE;
8055       }
8056       ierr = KSPSetType(check_ksp,check_ksp_type);CHKERRQ(ierr);
8057       ierr = KSPSetComputeSingularValues(check_ksp,compute_eigs);CHKERRQ(ierr);
8058       ierr = KSPSetComputeEigenvalues(check_ksp,compute_eigs);CHKERRQ(ierr);
8059       ierr = KSPGMRESSetRestart(check_ksp,pcbddc->coarse_size+1);CHKERRQ(ierr);
8060       ierr = KSPGetOptionsPrefix(pcbddc->coarse_ksp,&prefix);CHKERRQ(ierr);
8061       ierr = KSPSetOptionsPrefix(check_ksp,prefix);CHKERRQ(ierr);
8062       ierr = KSPAppendOptionsPrefix(check_ksp,"check_");CHKERRQ(ierr);
8063       ierr = KSPSetFromOptions(check_ksp);CHKERRQ(ierr);
8064       ierr = KSPSetUp(check_ksp);CHKERRQ(ierr);
8065       ierr = KSPGetPC(pcbddc->coarse_ksp,&check_pc);CHKERRQ(ierr);
8066       ierr = KSPSetPC(check_ksp,check_pc);CHKERRQ(ierr);
8067       /* create random vec */
8068       ierr = MatCreateVecs(coarse_mat,&coarse_vec,&check_vec);CHKERRQ(ierr);
8069       ierr = VecSetRandom(check_vec,NULL);CHKERRQ(ierr);
8070       ierr = MatMult(coarse_mat,check_vec,coarse_vec);CHKERRQ(ierr);
8071       /* solve coarse problem */
8072       ierr = KSPSolve(check_ksp,coarse_vec,coarse_vec);CHKERRQ(ierr);
8073       /* set eigenvalue estimation if preonly has not been requested */
8074       if (compute_eigs) {
8075         ierr = PetscMalloc1(pcbddc->coarse_size+1,&eigs_r);CHKERRQ(ierr);
8076         ierr = PetscMalloc1(pcbddc->coarse_size+1,&eigs_c);CHKERRQ(ierr);
8077         ierr = KSPComputeEigenvalues(check_ksp,pcbddc->coarse_size+1,eigs_r,eigs_c,&neigs);CHKERRQ(ierr);
8078         if (neigs) {
8079           lambda_max = eigs_r[neigs-1];
8080           lambda_min = eigs_r[0];
8081           if (pcbddc->use_coarse_estimates) {
8082             if (lambda_max>=lambda_min) { /* using PETSC_SMALL since lambda_max == lambda_min is not allowed by KSPChebyshevSetEigenvalues */
8083               ierr = KSPChebyshevSetEigenvalues(pcbddc->coarse_ksp,lambda_max+PETSC_SMALL,lambda_min);CHKERRQ(ierr);
8084               ierr = KSPRichardsonSetScale(pcbddc->coarse_ksp,2.0/(lambda_max+lambda_min));CHKERRQ(ierr);
8085             }
8086           }
8087         }
8088       }
8089 
8090       /* check coarse problem residual error */
8091       if (pcbddc->dbg_flag) {
8092         PetscViewer dbg_viewer = PETSC_VIEWER_STDOUT_(PetscObjectComm((PetscObject)pcbddc->coarse_ksp));
8093         ierr = PetscViewerASCIIAddTab(dbg_viewer,2*(pcbddc->current_level+1));CHKERRQ(ierr);
8094         ierr = VecAXPY(check_vec,-1.0,coarse_vec);CHKERRQ(ierr);
8095         ierr = VecNorm(check_vec,NORM_INFINITY,&infty_error);CHKERRQ(ierr);
8096         ierr = MatMult(coarse_mat,check_vec,coarse_vec);CHKERRQ(ierr);
8097         ierr = VecNorm(coarse_vec,NORM_INFINITY,&abs_infty_error);CHKERRQ(ierr);
8098         ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem details (use estimates %d)\n",pcbddc->use_coarse_estimates);CHKERRQ(ierr);
8099         ierr = PetscObjectPrintClassNamePrefixType((PetscObject)(pcbddc->coarse_ksp),dbg_viewer);CHKERRQ(ierr);
8100         ierr = PetscObjectPrintClassNamePrefixType((PetscObject)(check_pc),dbg_viewer);CHKERRQ(ierr);
8101         ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem exact infty_error   : %1.6e\n",infty_error);CHKERRQ(ierr);
8102         ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem residual infty_error: %1.6e\n",abs_infty_error);CHKERRQ(ierr);
8103         if (CoarseNullSpace) {
8104           ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem is singular\n");CHKERRQ(ierr);
8105         }
8106         if (compute_eigs) {
8107           PetscReal          lambda_max_s,lambda_min_s;
8108           KSPConvergedReason reason;
8109           ierr = KSPGetType(check_ksp,&check_ksp_type);CHKERRQ(ierr);
8110           ierr = KSPGetIterationNumber(check_ksp,&its);CHKERRQ(ierr);
8111           ierr = KSPGetConvergedReason(check_ksp,&reason);CHKERRQ(ierr);
8112           ierr = KSPComputeExtremeSingularValues(check_ksp,&lambda_max_s,&lambda_min_s);CHKERRQ(ierr);
8113           ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem eigenvalues (estimated with %d iterations of %s, conv reason %d): %1.6e %1.6e (%1.6e %1.6e)\n",its,check_ksp_type,reason,lambda_min,lambda_max,lambda_min_s,lambda_max_s);CHKERRQ(ierr);
8114           for (i=0;i<neigs;i++) {
8115             ierr = PetscViewerASCIIPrintf(dbg_viewer,"%1.6e %1.6ei\n",eigs_r[i],eigs_c[i]);CHKERRQ(ierr);
8116           }
8117         }
8118         ierr = PetscViewerFlush(dbg_viewer);CHKERRQ(ierr);
8119         ierr = PetscViewerASCIISubtractTab(dbg_viewer,2*(pcbddc->current_level+1));CHKERRQ(ierr);
8120       }
8121       ierr = VecDestroy(&check_vec);CHKERRQ(ierr);
8122       ierr = VecDestroy(&coarse_vec);CHKERRQ(ierr);
8123       ierr = KSPDestroy(&check_ksp);CHKERRQ(ierr);
8124       if (compute_eigs) {
8125         ierr = PetscFree(eigs_r);CHKERRQ(ierr);
8126         ierr = PetscFree(eigs_c);CHKERRQ(ierr);
8127       }
8128     }
8129   }
8130   ierr = MatNullSpaceDestroy(&CoarseNullSpace);CHKERRQ(ierr);
8131   /* print additional info */
8132   if (pcbddc->dbg_flag) {
8133     /* waits until all processes reaches this point */
8134     ierr = PetscBarrier((PetscObject)pc);CHKERRQ(ierr);
8135     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Coarse solver setup completed at level %d\n",pcbddc->current_level);CHKERRQ(ierr);
8136     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8137   }
8138 
8139   /* free memory */
8140   ierr = MatDestroy(&coarse_mat);CHKERRQ(ierr);
8141   PetscFunctionReturn(0);
8142 }
8143 
8144 PetscErrorCode PCBDDCComputePrimalNumbering(PC pc,PetscInt* coarse_size_n,PetscInt** local_primal_indices_n)
8145 {
8146   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
8147   PC_IS*         pcis = (PC_IS*)pc->data;
8148   Mat_IS*        matis = (Mat_IS*)pc->pmat->data;
8149   IS             subset,subset_mult,subset_n;
8150   PetscInt       local_size,coarse_size=0;
8151   PetscInt       *local_primal_indices=NULL;
8152   const PetscInt *t_local_primal_indices;
8153   PetscErrorCode ierr;
8154 
8155   PetscFunctionBegin;
8156   /* Compute global number of coarse dofs */
8157   if (pcbddc->local_primal_size && !pcbddc->local_primal_ref_node) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"BDDC ConstraintsSetUp should be called first");
8158   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)(pc->pmat)),pcbddc->local_primal_size_cc,pcbddc->local_primal_ref_node,PETSC_COPY_VALUES,&subset_n);CHKERRQ(ierr);
8159   ierr = ISLocalToGlobalMappingApplyIS(pcis->mapping,subset_n,&subset);CHKERRQ(ierr);
8160   ierr = ISDestroy(&subset_n);CHKERRQ(ierr);
8161   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)(pc->pmat)),pcbddc->local_primal_size_cc,pcbddc->local_primal_ref_mult,PETSC_COPY_VALUES,&subset_mult);CHKERRQ(ierr);
8162   ierr = ISRenumber(subset,subset_mult,&coarse_size,&subset_n);CHKERRQ(ierr);
8163   ierr = ISDestroy(&subset);CHKERRQ(ierr);
8164   ierr = ISDestroy(&subset_mult);CHKERRQ(ierr);
8165   ierr = ISGetLocalSize(subset_n,&local_size);CHKERRQ(ierr);
8166   if (local_size != pcbddc->local_primal_size) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Invalid number of local primal indices computed %D != %D",local_size,pcbddc->local_primal_size);
8167   ierr = PetscMalloc1(local_size,&local_primal_indices);CHKERRQ(ierr);
8168   ierr = ISGetIndices(subset_n,&t_local_primal_indices);CHKERRQ(ierr);
8169   ierr = PetscMemcpy(local_primal_indices,t_local_primal_indices,local_size*sizeof(PetscInt));CHKERRQ(ierr);
8170   ierr = ISRestoreIndices(subset_n,&t_local_primal_indices);CHKERRQ(ierr);
8171   ierr = ISDestroy(&subset_n);CHKERRQ(ierr);
8172 
8173   /* check numbering */
8174   if (pcbddc->dbg_flag) {
8175     PetscScalar coarsesum,*array,*array2;
8176     PetscInt    i;
8177     PetscBool   set_error = PETSC_FALSE,set_error_reduced = PETSC_FALSE;
8178 
8179     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8180     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
8181     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Check coarse indices\n");CHKERRQ(ierr);
8182     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8183     /* counter */
8184     ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
8185     ierr = VecSet(pcis->vec1_N,1.0);CHKERRQ(ierr);
8186     ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8187     ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8188     ierr = VecScatterBegin(matis->rctx,pcis->vec1_global,pcis->vec2_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8189     ierr = VecScatterEnd(matis->rctx,pcis->vec1_global,pcis->vec2_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8190     ierr = VecSet(pcis->vec1_N,0.0);CHKERRQ(ierr);
8191     for (i=0;i<pcbddc->local_primal_size;i++) {
8192       ierr = VecSetValue(pcis->vec1_N,pcbddc->primal_indices_local_idxs[i],1.0,INSERT_VALUES);CHKERRQ(ierr);
8193     }
8194     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
8195     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
8196     ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
8197     ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8198     ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8199     ierr = VecScatterBegin(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8200     ierr = VecScatterEnd(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8201     ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8202     ierr = VecGetArray(pcis->vec2_N,&array2);CHKERRQ(ierr);
8203     for (i=0;i<pcis->n;i++) {
8204       if (array[i] != 0.0 && array[i] != array2[i]) {
8205         PetscInt owned = (PetscInt)PetscRealPart(array[i]),gi;
8206         PetscInt neigh = (PetscInt)PetscRealPart(array2[i]);
8207         set_error = PETSC_TRUE;
8208         ierr = ISLocalToGlobalMappingApply(pcis->mapping,1,&i,&gi);CHKERRQ(ierr);
8209         ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d: local index %d (gid %d) owned by %d processes instead of %d!\n",PetscGlobalRank,i,gi,owned,neigh);CHKERRQ(ierr);
8210       }
8211     }
8212     ierr = VecRestoreArray(pcis->vec2_N,&array2);CHKERRQ(ierr);
8213     ierr = MPIU_Allreduce(&set_error,&set_error_reduced,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
8214     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8215     for (i=0;i<pcis->n;i++) {
8216       if (PetscRealPart(array[i]) > 0.0) array[i] = 1.0/PetscRealPart(array[i]);
8217     }
8218     ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8219     ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
8220     ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8221     ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8222     ierr = VecSum(pcis->vec1_global,&coarsesum);CHKERRQ(ierr);
8223     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Size of coarse problem is %d (%lf)\n",coarse_size,PetscRealPart(coarsesum));CHKERRQ(ierr);
8224     if (pcbddc->dbg_flag > 1 || set_error_reduced) {
8225       PetscInt *gidxs;
8226 
8227       ierr = PetscMalloc1(pcbddc->local_primal_size,&gidxs);CHKERRQ(ierr);
8228       ierr = ISLocalToGlobalMappingApply(pcis->mapping,pcbddc->local_primal_size,pcbddc->primal_indices_local_idxs,gidxs);CHKERRQ(ierr);
8229       ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Distribution of local primal indices\n");CHKERRQ(ierr);
8230       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8231       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d\n",PetscGlobalRank);CHKERRQ(ierr);
8232       for (i=0;i<pcbddc->local_primal_size;i++) {
8233         ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"local_primal_indices[%d]=%d (%d,%d)\n",i,local_primal_indices[i],pcbddc->primal_indices_local_idxs[i],gidxs[i]);CHKERRQ(ierr);
8234       }
8235       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8236       ierr = PetscFree(gidxs);CHKERRQ(ierr);
8237     }
8238     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8239     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8240     if (set_error_reduced) SETERRQ(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"BDDC Numbering of coarse dofs failed");
8241   }
8242   /* ierr = PetscPrintf(PetscObjectComm((PetscObject)pc),"Size of coarse problem is %d\n",coarse_size);CHKERRQ(ierr); */
8243   /* get back data */
8244   *coarse_size_n = coarse_size;
8245   *local_primal_indices_n = local_primal_indices;
8246   PetscFunctionReturn(0);
8247 }
8248 
8249 PetscErrorCode PCBDDCGlobalToLocal(VecScatter g2l_ctx,Vec gwork, Vec lwork, IS globalis, IS* localis)
8250 {
8251   IS             localis_t;
8252   PetscInt       i,lsize,*idxs,n;
8253   PetscScalar    *vals;
8254   PetscErrorCode ierr;
8255 
8256   PetscFunctionBegin;
8257   /* get indices in local ordering exploiting local to global map */
8258   ierr = ISGetLocalSize(globalis,&lsize);CHKERRQ(ierr);
8259   ierr = PetscMalloc1(lsize,&vals);CHKERRQ(ierr);
8260   for (i=0;i<lsize;i++) vals[i] = 1.0;
8261   ierr = ISGetIndices(globalis,(const PetscInt**)&idxs);CHKERRQ(ierr);
8262   ierr = VecSet(gwork,0.0);CHKERRQ(ierr);
8263   ierr = VecSet(lwork,0.0);CHKERRQ(ierr);
8264   if (idxs) { /* multilevel guard */
8265     ierr = VecSetOption(gwork,VEC_IGNORE_NEGATIVE_INDICES,PETSC_TRUE);CHKERRQ(ierr);
8266     ierr = VecSetValues(gwork,lsize,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
8267   }
8268   ierr = VecAssemblyBegin(gwork);CHKERRQ(ierr);
8269   ierr = ISRestoreIndices(globalis,(const PetscInt**)&idxs);CHKERRQ(ierr);
8270   ierr = PetscFree(vals);CHKERRQ(ierr);
8271   ierr = VecAssemblyEnd(gwork);CHKERRQ(ierr);
8272   /* now compute set in local ordering */
8273   ierr = VecScatterBegin(g2l_ctx,gwork,lwork,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8274   ierr = VecScatterEnd(g2l_ctx,gwork,lwork,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8275   ierr = VecGetArrayRead(lwork,(const PetscScalar**)&vals);CHKERRQ(ierr);
8276   ierr = VecGetSize(lwork,&n);CHKERRQ(ierr);
8277   for (i=0,lsize=0;i<n;i++) {
8278     if (PetscRealPart(vals[i]) > 0.5) {
8279       lsize++;
8280     }
8281   }
8282   ierr = PetscMalloc1(lsize,&idxs);CHKERRQ(ierr);
8283   for (i=0,lsize=0;i<n;i++) {
8284     if (PetscRealPart(vals[i]) > 0.5) {
8285       idxs[lsize++] = i;
8286     }
8287   }
8288   ierr = VecRestoreArrayRead(lwork,(const PetscScalar**)&vals);CHKERRQ(ierr);
8289   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)gwork),lsize,idxs,PETSC_OWN_POINTER,&localis_t);CHKERRQ(ierr);
8290   *localis = localis_t;
8291   PetscFunctionReturn(0);
8292 }
8293 
8294 PetscErrorCode PCBDDCSetUpSubSchurs(PC pc)
8295 {
8296   PC_IS               *pcis=(PC_IS*)pc->data;
8297   PC_BDDC             *pcbddc=(PC_BDDC*)pc->data;
8298   PCBDDCSubSchurs     sub_schurs=pcbddc->sub_schurs;
8299   Mat                 S_j;
8300   PetscInt            *used_xadj,*used_adjncy;
8301   PetscBool           free_used_adj;
8302   PetscErrorCode      ierr;
8303 
8304   PetscFunctionBegin;
8305   /* decide the adjacency to be used for determining internal problems for local schur on subsets */
8306   free_used_adj = PETSC_FALSE;
8307   if (pcbddc->sub_schurs_layers == -1) {
8308     used_xadj = NULL;
8309     used_adjncy = NULL;
8310   } else {
8311     if (pcbddc->sub_schurs_use_useradj && pcbddc->mat_graph->xadj) {
8312       used_xadj = pcbddc->mat_graph->xadj;
8313       used_adjncy = pcbddc->mat_graph->adjncy;
8314     } else if (pcbddc->computed_rowadj) {
8315       used_xadj = pcbddc->mat_graph->xadj;
8316       used_adjncy = pcbddc->mat_graph->adjncy;
8317     } else {
8318       PetscBool      flg_row=PETSC_FALSE;
8319       const PetscInt *xadj,*adjncy;
8320       PetscInt       nvtxs;
8321 
8322       ierr = MatGetRowIJ(pcbddc->local_mat,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
8323       if (flg_row) {
8324         ierr = PetscMalloc2(nvtxs+1,&used_xadj,xadj[nvtxs],&used_adjncy);CHKERRQ(ierr);
8325         ierr = PetscMemcpy(used_xadj,xadj,(nvtxs+1)*sizeof(*xadj));CHKERRQ(ierr);
8326         ierr = PetscMemcpy(used_adjncy,adjncy,(xadj[nvtxs])*sizeof(*adjncy));CHKERRQ(ierr);
8327         free_used_adj = PETSC_TRUE;
8328       } else {
8329         pcbddc->sub_schurs_layers = -1;
8330         used_xadj = NULL;
8331         used_adjncy = NULL;
8332       }
8333       ierr = MatRestoreRowIJ(pcbddc->local_mat,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
8334     }
8335   }
8336 
8337   /* setup sub_schurs data */
8338   ierr = MatCreateSchurComplement(pcis->A_II,pcis->A_II,pcis->A_IB,pcis->A_BI,pcis->A_BB,&S_j);CHKERRQ(ierr);
8339   if (!sub_schurs->schur_explicit) {
8340     /* pcbddc->ksp_D up to date only if not using MatFactor with Schur complement support */
8341     ierr = MatSchurComplementSetKSP(S_j,pcbddc->ksp_D);CHKERRQ(ierr);
8342     ierr = PCBDDCSubSchursSetUp(sub_schurs,NULL,S_j,PETSC_FALSE,used_xadj,used_adjncy,pcbddc->sub_schurs_layers,NULL,pcbddc->adaptive_selection,PETSC_FALSE,PETSC_FALSE,0,NULL,NULL,NULL,NULL);CHKERRQ(ierr);
8343   } else {
8344     Mat       change = NULL;
8345     Vec       scaling = NULL;
8346     IS        change_primal = NULL, iP;
8347     PetscInt  benign_n;
8348     PetscBool reuse_solvers = (PetscBool)!pcbddc->use_change_of_basis;
8349     PetscBool isseqaij,need_change = PETSC_FALSE;
8350     PetscBool discrete_harmonic = PETSC_FALSE;
8351 
8352     if (!pcbddc->use_vertices && reuse_solvers) {
8353       PetscInt n_vertices;
8354 
8355       ierr = ISGetLocalSize(sub_schurs->is_vertices,&n_vertices);CHKERRQ(ierr);
8356       reuse_solvers = (PetscBool)!n_vertices;
8357     }
8358     ierr = PetscObjectTypeCompare((PetscObject)pcbddc->local_mat,MATSEQAIJ,&isseqaij);CHKERRQ(ierr);
8359     if (!isseqaij) {
8360       Mat_IS* matis = (Mat_IS*)pc->pmat->data;
8361       if (matis->A == pcbddc->local_mat) {
8362         ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
8363         ierr = MatConvert(matis->A,MATSEQAIJ,MAT_INITIAL_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
8364       } else {
8365         ierr = MatConvert(pcbddc->local_mat,MATSEQAIJ,MAT_INPLACE_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
8366       }
8367     }
8368     if (!pcbddc->benign_change_explicit) {
8369       benign_n = pcbddc->benign_n;
8370     } else {
8371       benign_n = 0;
8372     }
8373     /* sub_schurs->change is a local object; instead, PCBDDCConstraintsSetUp and the quantities used in the test below are logically collective on pc.
8374        We need a global reduction to avoid possible deadlocks.
8375        We assume that sub_schurs->change is created once, and then reused for different solves, unless the topography has been recomputed */
8376     if (pcbddc->adaptive_userdefined || (pcbddc->deluxe_zerorows && !pcbddc->use_change_of_basis)) {
8377       PetscBool have_loc_change = (PetscBool)(!!sub_schurs->change);
8378       ierr = MPIU_Allreduce(&have_loc_change,&need_change,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
8379       need_change = (PetscBool)(!need_change);
8380     }
8381     /* If the user defines additional constraints, we import them here.
8382        We need to compute the change of basis according to the quadrature weights attached to pmat via MatSetNearNullSpace, and this could not be done (at the moment) without some hacking */
8383     if (need_change) {
8384       PC_IS   *pcisf;
8385       PC_BDDC *pcbddcf;
8386       PC      pcf;
8387 
8388       if (pcbddc->sub_schurs_rebuild) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Cannot compute change of basis with a different graph");
8389       ierr = PCCreate(PetscObjectComm((PetscObject)pc),&pcf);CHKERRQ(ierr);
8390       ierr = PCSetOperators(pcf,pc->mat,pc->pmat);CHKERRQ(ierr);
8391       ierr = PCSetType(pcf,PCBDDC);CHKERRQ(ierr);
8392 
8393       /* hacks */
8394       pcisf                        = (PC_IS*)pcf->data;
8395       pcisf->is_B_local            = pcis->is_B_local;
8396       pcisf->vec1_N                = pcis->vec1_N;
8397       pcisf->BtoNmap               = pcis->BtoNmap;
8398       pcisf->n                     = pcis->n;
8399       pcisf->n_B                   = pcis->n_B;
8400       pcbddcf                      = (PC_BDDC*)pcf->data;
8401       ierr                         = PetscFree(pcbddcf->mat_graph);CHKERRQ(ierr);
8402       pcbddcf->mat_graph           = pcbddc->mat_graph;
8403       pcbddcf->use_faces           = PETSC_TRUE;
8404       pcbddcf->use_change_of_basis = PETSC_TRUE;
8405       pcbddcf->use_change_on_faces = PETSC_TRUE;
8406       pcbddcf->use_qr_single       = PETSC_TRUE;
8407       pcbddcf->fake_change         = PETSC_TRUE;
8408 
8409       /* setup constraints so that we can get information on primal vertices and change of basis (in local numbering) */
8410       ierr = PCBDDCConstraintsSetUp(pcf);CHKERRQ(ierr);
8411       sub_schurs->change_with_qr = pcbddcf->use_qr_single;
8412       ierr = ISCreateGeneral(PETSC_COMM_SELF,pcbddcf->n_vertices,pcbddcf->local_primal_ref_node,PETSC_COPY_VALUES,&change_primal);CHKERRQ(ierr);
8413       change = pcbddcf->ConstraintMatrix;
8414       pcbddcf->ConstraintMatrix = NULL;
8415 
8416       /* free unneeded memory allocated in PCBDDCConstraintsSetUp */
8417       ierr = PetscFree(pcbddcf->sub_schurs);CHKERRQ(ierr);
8418       ierr = MatNullSpaceDestroy(&pcbddcf->onearnullspace);CHKERRQ(ierr);
8419       ierr = PetscFree2(pcbddcf->local_primal_ref_node,pcbddcf->local_primal_ref_mult);CHKERRQ(ierr);
8420       ierr = PetscFree(pcbddcf->primal_indices_local_idxs);CHKERRQ(ierr);
8421       ierr = PetscFree(pcbddcf->onearnullvecs_state);CHKERRQ(ierr);
8422       ierr = PetscFree(pcf->data);CHKERRQ(ierr);
8423       pcf->ops->destroy = NULL;
8424       pcf->ops->reset   = NULL;
8425       ierr = PCDestroy(&pcf);CHKERRQ(ierr);
8426     }
8427     if (!pcbddc->use_deluxe_scaling) scaling = pcis->D;
8428 
8429     ierr = PetscObjectQuery((PetscObject)pc,"__KSPFETIDP_iP",(PetscObject*)&iP);CHKERRQ(ierr);
8430     if (iP) {
8431       ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)iP),sub_schurs->prefix,"BDDC sub_schurs options","PC");CHKERRQ(ierr);
8432       ierr = PetscOptionsBool("-sub_schurs_discrete_harmonic",NULL,NULL,discrete_harmonic,&discrete_harmonic,NULL);CHKERRQ(ierr);
8433       ierr = PetscOptionsEnd();CHKERRQ(ierr);
8434     }
8435     if (discrete_harmonic) {
8436       Mat A;
8437       ierr = MatDuplicate(pcbddc->local_mat,MAT_COPY_VALUES,&A);CHKERRQ(ierr);
8438       ierr = MatZeroRowsColumnsIS(A,iP,1.0,NULL,NULL);CHKERRQ(ierr);
8439       ierr = PetscObjectCompose((PetscObject)A,"__KSPFETIDP_iP",(PetscObject)iP);CHKERRQ(ierr);
8440       ierr = PCBDDCSubSchursSetUp(sub_schurs,A,S_j,pcbddc->sub_schurs_exact_schur,used_xadj,used_adjncy,pcbddc->sub_schurs_layers,scaling,pcbddc->adaptive_selection,reuse_solvers,pcbddc->benign_saddle_point,benign_n,pcbddc->benign_p0_lidx,pcbddc->benign_zerodiag_subs,change,change_primal);CHKERRQ(ierr);
8441       ierr = MatDestroy(&A);CHKERRQ(ierr);
8442     } else {
8443       ierr = PCBDDCSubSchursSetUp(sub_schurs,pcbddc->local_mat,S_j,pcbddc->sub_schurs_exact_schur,used_xadj,used_adjncy,pcbddc->sub_schurs_layers,scaling,pcbddc->adaptive_selection,reuse_solvers,pcbddc->benign_saddle_point,benign_n,pcbddc->benign_p0_lidx,pcbddc->benign_zerodiag_subs,change,change_primal);CHKERRQ(ierr);
8444     }
8445     ierr = MatDestroy(&change);CHKERRQ(ierr);
8446     ierr = ISDestroy(&change_primal);CHKERRQ(ierr);
8447   }
8448   ierr = MatDestroy(&S_j);CHKERRQ(ierr);
8449 
8450   /* free adjacency */
8451   if (free_used_adj) {
8452     ierr = PetscFree2(used_xadj,used_adjncy);CHKERRQ(ierr);
8453   }
8454   PetscFunctionReturn(0);
8455 }
8456 
8457 PetscErrorCode PCBDDCInitSubSchurs(PC pc)
8458 {
8459   PC_IS               *pcis=(PC_IS*)pc->data;
8460   PC_BDDC             *pcbddc=(PC_BDDC*)pc->data;
8461   PCBDDCGraph         graph;
8462   PetscErrorCode      ierr;
8463 
8464   PetscFunctionBegin;
8465   /* attach interface graph for determining subsets */
8466   if (pcbddc->sub_schurs_rebuild) { /* in case rebuild has been requested, it uses a graph generated only by the neighbouring information */
8467     IS       verticesIS,verticescomm;
8468     PetscInt vsize,*idxs;
8469 
8470     ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,NULL,NULL,NULL,NULL,&verticesIS);CHKERRQ(ierr);
8471     ierr = ISGetSize(verticesIS,&vsize);CHKERRQ(ierr);
8472     ierr = ISGetIndices(verticesIS,(const PetscInt**)&idxs);CHKERRQ(ierr);
8473     ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),vsize,idxs,PETSC_COPY_VALUES,&verticescomm);CHKERRQ(ierr);
8474     ierr = ISRestoreIndices(verticesIS,(const PetscInt**)&idxs);CHKERRQ(ierr);
8475     ierr = PCBDDCGraphRestoreCandidatesIS(pcbddc->mat_graph,NULL,NULL,NULL,NULL,&verticesIS);CHKERRQ(ierr);
8476     ierr = PCBDDCGraphCreate(&graph);CHKERRQ(ierr);
8477     ierr = PCBDDCGraphInit(graph,pcbddc->mat_graph->l2gmap,pcbddc->mat_graph->nvtxs_global,pcbddc->graphmaxcount);CHKERRQ(ierr);
8478     ierr = PCBDDCGraphSetUp(graph,pcbddc->mat_graph->custom_minimal_size,NULL,pcbddc->DirichletBoundariesLocal,0,NULL,verticescomm);CHKERRQ(ierr);
8479     ierr = ISDestroy(&verticescomm);CHKERRQ(ierr);
8480     ierr = PCBDDCGraphComputeConnectedComponents(graph);CHKERRQ(ierr);
8481   } else {
8482     graph = pcbddc->mat_graph;
8483   }
8484   /* print some info */
8485   if (pcbddc->dbg_flag && !pcbddc->sub_schurs_rebuild) {
8486     IS       vertices;
8487     PetscInt nv,nedges,nfaces;
8488     ierr = PCBDDCGraphASCIIView(graph,pcbddc->dbg_flag,pcbddc->dbg_viewer);CHKERRQ(ierr);
8489     ierr = PCBDDCGraphGetCandidatesIS(graph,&nfaces,NULL,&nedges,NULL,&vertices);CHKERRQ(ierr);
8490     ierr = ISGetSize(vertices,&nv);CHKERRQ(ierr);
8491     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8492     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"--------------------------------------------------------------\n");CHKERRQ(ierr);
8493     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate vertices (%d)\n",PetscGlobalRank,nv,pcbddc->use_vertices);CHKERRQ(ierr);
8494     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate edges    (%d)\n",PetscGlobalRank,nedges,pcbddc->use_edges);CHKERRQ(ierr);
8495     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate faces    (%d)\n",PetscGlobalRank,nfaces,pcbddc->use_faces);CHKERRQ(ierr);
8496     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8497     ierr = PetscViewerASCIIPopSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8498     ierr = PCBDDCGraphRestoreCandidatesIS(graph,&nfaces,NULL,&nedges,NULL,&vertices);CHKERRQ(ierr);
8499   }
8500 
8501   /* sub_schurs init */
8502   if (!pcbddc->sub_schurs) {
8503     ierr = PCBDDCSubSchursCreate(&pcbddc->sub_schurs);CHKERRQ(ierr);
8504   }
8505   ierr = PCBDDCSubSchursInit(pcbddc->sub_schurs,pcis->is_I_local,pcis->is_B_local,graph,pcis->BtoNmap,pcbddc->sub_schurs_rebuild);CHKERRQ(ierr);
8506   pcbddc->sub_schurs->prefix = ((PetscObject)pc)->prefix;
8507 
8508   /* free graph struct */
8509   if (pcbddc->sub_schurs_rebuild) {
8510     ierr = PCBDDCGraphDestroy(&graph);CHKERRQ(ierr);
8511   }
8512   PetscFunctionReturn(0);
8513 }
8514 
8515 PetscErrorCode PCBDDCCheckOperator(PC pc)
8516 {
8517   PC_IS               *pcis=(PC_IS*)pc->data;
8518   PC_BDDC             *pcbddc=(PC_BDDC*)pc->data;
8519   PetscErrorCode      ierr;
8520 
8521   PetscFunctionBegin;
8522   if (pcbddc->n_vertices == pcbddc->local_primal_size) {
8523     IS             zerodiag = NULL;
8524     Mat            S_j,B0_B=NULL;
8525     Vec            dummy_vec=NULL,vec_check_B,vec_scale_P;
8526     PetscScalar    *p0_check,*array,*array2;
8527     PetscReal      norm;
8528     PetscInt       i;
8529 
8530     /* B0 and B0_B */
8531     if (zerodiag) {
8532       IS       dummy;
8533 
8534       ierr = ISCreateStride(PETSC_COMM_SELF,pcbddc->benign_n,0,1,&dummy);CHKERRQ(ierr);
8535       ierr = MatCreateSubMatrix(pcbddc->benign_B0,dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B0_B);CHKERRQ(ierr);
8536       ierr = MatCreateVecs(B0_B,NULL,&dummy_vec);CHKERRQ(ierr);
8537       ierr = ISDestroy(&dummy);CHKERRQ(ierr);
8538     }
8539     /* I need a primal vector to scale primal nodes since BDDC sums contibutions */
8540     ierr = VecDuplicate(pcbddc->vec1_P,&vec_scale_P);CHKERRQ(ierr);
8541     ierr = VecSet(pcbddc->vec1_P,1.0);CHKERRQ(ierr);
8542     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8543     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8544     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,vec_scale_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8545     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,vec_scale_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8546     ierr = VecReciprocal(vec_scale_P);CHKERRQ(ierr);
8547     /* S_j */
8548     ierr = MatCreateSchurComplement(pcis->A_II,pcis->A_II,pcis->A_IB,pcis->A_BI,pcis->A_BB,&S_j);CHKERRQ(ierr);
8549     ierr = MatSchurComplementSetKSP(S_j,pcbddc->ksp_D);CHKERRQ(ierr);
8550 
8551     /* mimic vector in \widetilde{W}_\Gamma */
8552     ierr = VecSetRandom(pcis->vec1_N,NULL);CHKERRQ(ierr);
8553     /* continuous in primal space */
8554     ierr = VecSetRandom(pcbddc->coarse_vec,NULL);CHKERRQ(ierr);
8555     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8556     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8557     ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8558     ierr = PetscCalloc1(pcbddc->benign_n,&p0_check);CHKERRQ(ierr);
8559     for (i=0;i<pcbddc->benign_n;i++) p0_check[i] = array[pcbddc->local_primal_size-pcbddc->benign_n+i];
8560     ierr = VecSetValues(pcis->vec1_N,pcbddc->local_primal_size,pcbddc->local_primal_ref_node,array,INSERT_VALUES);CHKERRQ(ierr);
8561     ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8562     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
8563     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
8564     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->vec2_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8565     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_N,pcis->vec2_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8566     ierr = VecDuplicate(pcis->vec2_B,&vec_check_B);CHKERRQ(ierr);
8567     ierr = VecCopy(pcis->vec2_B,vec_check_B);CHKERRQ(ierr);
8568 
8569     /* assemble rhs for coarse problem */
8570     /* widetilde{S}_\Gamma w_\Gamma + \widetilde{B0}^T_B p0 */
8571     /* local with Schur */
8572     ierr = MatMult(S_j,pcis->vec2_B,pcis->vec1_B);CHKERRQ(ierr);
8573     if (zerodiag) {
8574       ierr = VecGetArray(dummy_vec,&array);CHKERRQ(ierr);
8575       for (i=0;i<pcbddc->benign_n;i++) array[i] = p0_check[i];
8576       ierr = VecRestoreArray(dummy_vec,&array);CHKERRQ(ierr);
8577       ierr = MatMultTransposeAdd(B0_B,dummy_vec,pcis->vec1_B,pcis->vec1_B);CHKERRQ(ierr);
8578     }
8579     /* sum on primal nodes the local contributions */
8580     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_B,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8581     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_B,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8582     ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8583     ierr = VecGetArray(pcbddc->vec1_P,&array2);CHKERRQ(ierr);
8584     for (i=0;i<pcbddc->local_primal_size;i++) array2[i] = array[pcbddc->local_primal_ref_node[i]];
8585     ierr = VecRestoreArray(pcbddc->vec1_P,&array2);CHKERRQ(ierr);
8586     ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8587     ierr = VecSet(pcbddc->coarse_vec,0.);CHKERRQ(ierr);
8588     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8589     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8590     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8591     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8592     ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8593     /* scale primal nodes (BDDC sums contibutions) */
8594     ierr = VecPointwiseMult(pcbddc->vec1_P,vec_scale_P,pcbddc->vec1_P);CHKERRQ(ierr);
8595     ierr = VecSetValues(pcis->vec1_N,pcbddc->local_primal_size,pcbddc->local_primal_ref_node,array,INSERT_VALUES);CHKERRQ(ierr);
8596     ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8597     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
8598     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
8599     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8600     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8601     /* global: \widetilde{B0}_B w_\Gamma */
8602     if (zerodiag) {
8603       ierr = MatMult(B0_B,pcis->vec2_B,dummy_vec);CHKERRQ(ierr);
8604       ierr = VecGetArray(dummy_vec,&array);CHKERRQ(ierr);
8605       for (i=0;i<pcbddc->benign_n;i++) pcbddc->benign_p0[i] = array[i];
8606       ierr = VecRestoreArray(dummy_vec,&array);CHKERRQ(ierr);
8607     }
8608     /* BDDC */
8609     ierr = VecSet(pcis->vec1_D,0.);CHKERRQ(ierr);
8610     ierr = PCBDDCApplyInterfacePreconditioner(pc,PETSC_FALSE);CHKERRQ(ierr);
8611 
8612     ierr = VecCopy(pcis->vec1_B,pcis->vec2_B);CHKERRQ(ierr);
8613     ierr = VecAXPY(pcis->vec1_B,-1.0,vec_check_B);CHKERRQ(ierr);
8614     ierr = VecNorm(pcis->vec1_B,NORM_INFINITY,&norm);CHKERRQ(ierr);
8615     PetscPrintf(PETSC_COMM_SELF,"[%d] BDDC local error is %1.4e\n",PetscGlobalRank,norm);
8616     for (i=0;i<pcbddc->benign_n;i++) {
8617       PetscPrintf(PETSC_COMM_SELF,"[%d] BDDC p0[%d] error is %1.4e\n",PetscGlobalRank,i,PetscAbsScalar(pcbddc->benign_p0[i]-p0_check[i]));
8618     }
8619     ierr = PetscFree(p0_check);CHKERRQ(ierr);
8620     ierr = VecDestroy(&vec_scale_P);CHKERRQ(ierr);
8621     ierr = VecDestroy(&vec_check_B);CHKERRQ(ierr);
8622     ierr = VecDestroy(&dummy_vec);CHKERRQ(ierr);
8623     ierr = MatDestroy(&S_j);CHKERRQ(ierr);
8624     ierr = MatDestroy(&B0_B);CHKERRQ(ierr);
8625   }
8626   PetscFunctionReturn(0);
8627 }
8628 
8629 #include <../src/mat/impls/aij/mpi/mpiaij.h>
8630 PetscErrorCode MatMPIAIJRestrict(Mat A, MPI_Comm ccomm, Mat *B)
8631 {
8632   Mat            At;
8633   IS             rows;
8634   PetscInt       rst,ren;
8635   PetscErrorCode ierr;
8636   PetscLayout    rmap;
8637 
8638   PetscFunctionBegin;
8639   rst = ren = 0;
8640   if (ccomm != MPI_COMM_NULL) {
8641     ierr = PetscLayoutCreate(ccomm,&rmap);CHKERRQ(ierr);
8642     ierr = PetscLayoutSetSize(rmap,A->rmap->N);CHKERRQ(ierr);
8643     ierr = PetscLayoutSetBlockSize(rmap,1);CHKERRQ(ierr);
8644     ierr = PetscLayoutSetUp(rmap);CHKERRQ(ierr);
8645     ierr = PetscLayoutGetRange(rmap,&rst,&ren);CHKERRQ(ierr);
8646   }
8647   ierr = ISCreateStride(PetscObjectComm((PetscObject)A),ren-rst,rst,1,&rows);CHKERRQ(ierr);
8648   ierr = MatCreateSubMatrix(A,rows,NULL,MAT_INITIAL_MATRIX,&At);CHKERRQ(ierr);
8649   ierr = ISDestroy(&rows);CHKERRQ(ierr);
8650 
8651   if (ccomm != MPI_COMM_NULL) {
8652     Mat_MPIAIJ *a,*b;
8653     IS         from,to;
8654     Vec        gvec;
8655     PetscInt   lsize;
8656 
8657     ierr = MatCreate(ccomm,B);CHKERRQ(ierr);
8658     ierr = MatSetSizes(*B,ren-rst,PETSC_DECIDE,PETSC_DECIDE,At->cmap->N);CHKERRQ(ierr);
8659     ierr = MatSetType(*B,MATAIJ);CHKERRQ(ierr);
8660     ierr = PetscLayoutDestroy(&((*B)->rmap));CHKERRQ(ierr);
8661     ierr = PetscLayoutSetUp((*B)->cmap);CHKERRQ(ierr);
8662     a    = (Mat_MPIAIJ*)At->data;
8663     b    = (Mat_MPIAIJ*)(*B)->data;
8664     ierr = MPI_Comm_size(ccomm,&b->size);CHKERRQ(ierr);
8665     ierr = MPI_Comm_rank(ccomm,&b->rank);CHKERRQ(ierr);
8666     ierr = PetscObjectReference((PetscObject)a->A);CHKERRQ(ierr);
8667     ierr = PetscObjectReference((PetscObject)a->B);CHKERRQ(ierr);
8668     b->A = a->A;
8669     b->B = a->B;
8670 
8671     b->donotstash      = a->donotstash;
8672     b->roworiented     = a->roworiented;
8673     b->rowindices      = 0;
8674     b->rowvalues       = 0;
8675     b->getrowactive    = PETSC_FALSE;
8676 
8677     (*B)->rmap         = rmap;
8678     (*B)->factortype   = A->factortype;
8679     (*B)->assembled    = PETSC_TRUE;
8680     (*B)->insertmode   = NOT_SET_VALUES;
8681     (*B)->preallocated = PETSC_TRUE;
8682 
8683     if (a->colmap) {
8684 #if defined(PETSC_USE_CTABLE)
8685       ierr = PetscTableCreateCopy(a->colmap,&b->colmap);CHKERRQ(ierr);
8686 #else
8687       ierr = PetscMalloc1(At->cmap->N,&b->colmap);CHKERRQ(ierr);
8688       ierr = PetscLogObjectMemory((PetscObject)*B,At->cmap->N*sizeof(PetscInt));CHKERRQ(ierr);
8689       ierr = PetscMemcpy(b->colmap,a->colmap,At->cmap->N*sizeof(PetscInt));CHKERRQ(ierr);
8690 #endif
8691     } else b->colmap = 0;
8692     if (a->garray) {
8693       PetscInt len;
8694       len  = a->B->cmap->n;
8695       ierr = PetscMalloc1(len+1,&b->garray);CHKERRQ(ierr);
8696       ierr = PetscLogObjectMemory((PetscObject)(*B),len*sizeof(PetscInt));CHKERRQ(ierr);
8697       if (len) { ierr = PetscMemcpy(b->garray,a->garray,len*sizeof(PetscInt));CHKERRQ(ierr); }
8698     } else b->garray = 0;
8699 
8700     ierr    = PetscObjectReference((PetscObject)a->lvec);CHKERRQ(ierr);
8701     b->lvec = a->lvec;
8702     ierr    = PetscLogObjectParent((PetscObject)*B,(PetscObject)b->lvec);CHKERRQ(ierr);
8703 
8704     /* cannot use VecScatterCopy */
8705     ierr = VecGetLocalSize(b->lvec,&lsize);CHKERRQ(ierr);
8706     ierr = ISCreateGeneral(ccomm,lsize,b->garray,PETSC_USE_POINTER,&from);CHKERRQ(ierr);
8707     ierr = ISCreateStride(PETSC_COMM_SELF,lsize,0,1,&to);CHKERRQ(ierr);
8708     ierr = MatCreateVecs(*B,&gvec,NULL);CHKERRQ(ierr);
8709     ierr = VecScatterCreate(gvec,from,b->lvec,to,&b->Mvctx);CHKERRQ(ierr);
8710     ierr = PetscLogObjectParent((PetscObject)*B,(PetscObject)b->Mvctx);CHKERRQ(ierr);
8711     ierr = ISDestroy(&from);CHKERRQ(ierr);
8712     ierr = ISDestroy(&to);CHKERRQ(ierr);
8713     ierr = VecDestroy(&gvec);CHKERRQ(ierr);
8714   }
8715   ierr = MatDestroy(&At);CHKERRQ(ierr);
8716   PetscFunctionReturn(0);
8717 }
8718