xref: /petsc/src/ksp/pc/impls/bddc/bddcprivate.c (revision ef5fdb51b8b352e12c7b750451efc6e285f7b82c)
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   ierr = PCBDDCGraphCreate(&graph);CHKERRQ(ierr);
2078   ierr = PCGetDM(pc,&dm);CHKERRQ(ierr);
2079   if (!dm) {
2080     ierr = MatGetDM(pc->pmat,&dm);CHKERRQ(ierr);
2081   }
2082   if (dm) {
2083     ierr = PetscObjectTypeCompare((PetscObject)dm,DMPLEX,&isplex);CHKERRQ(ierr);
2084   }
2085   if (isplex) { /* this code has been modified from plexpartition.c */
2086     PetscInt       p, pStart, pEnd, a, adjSize, idx, size, nroots;
2087     PetscInt      *adj = NULL;
2088     IS             cellNumbering;
2089     const PetscInt *cellNum;
2090     PetscBool      useCone, useClosure;
2091     PetscSection   section;
2092     PetscSegBuffer adjBuffer;
2093     PetscSF        sfPoint;
2094     PetscErrorCode ierr;
2095 
2096     PetscFunctionBegin;
2097     ierr = DMPlexGetHeightStratum(dm, 0, &pStart, &pEnd);CHKERRQ(ierr);
2098     ierr = DMGetPointSF(dm, &sfPoint);CHKERRQ(ierr);
2099     ierr = PetscSFGetGraph(sfPoint, &nroots, NULL, NULL, NULL);CHKERRQ(ierr);
2100     /* Build adjacency graph via a section/segbuffer */
2101     ierr = PetscSectionCreate(PetscObjectComm((PetscObject) dm), &section);CHKERRQ(ierr);
2102     ierr = PetscSectionSetChart(section, pStart, pEnd);CHKERRQ(ierr);
2103     ierr = PetscSegBufferCreate(sizeof(PetscInt),1000,&adjBuffer);CHKERRQ(ierr);
2104     /* Always use FVM adjacency to create partitioner graph */
2105     ierr = DMPlexGetAdjacencyUseCone(dm, &useCone);CHKERRQ(ierr);
2106     ierr = DMPlexGetAdjacencyUseClosure(dm, &useClosure);CHKERRQ(ierr);
2107     ierr = DMPlexSetAdjacencyUseCone(dm, PETSC_TRUE);CHKERRQ(ierr);
2108     ierr = DMPlexSetAdjacencyUseClosure(dm, PETSC_FALSE);CHKERRQ(ierr);
2109     ierr = DMPlexGetCellNumbering(dm, &cellNumbering);CHKERRQ(ierr);
2110     ierr = ISGetIndices(cellNumbering, &cellNum);CHKERRQ(ierr);
2111     for (n = 0, p = pStart; p < pEnd; p++) {
2112       /* Skip non-owned cells in parallel (ParMetis expects no overlap) */
2113       if (nroots > 0) {if (cellNum[p] < 0) continue;}
2114       adjSize = PETSC_DETERMINE;
2115       ierr = DMPlexGetAdjacency(dm, p, &adjSize, &adj);CHKERRQ(ierr);
2116       for (a = 0; a < adjSize; ++a) {
2117         const PetscInt point = adj[a];
2118         if (pStart <= point && point < pEnd) {
2119           PetscInt *PETSC_RESTRICT pBuf;
2120           ierr = PetscSectionAddDof(section, p, 1);CHKERRQ(ierr);
2121           ierr = PetscSegBufferGetInts(adjBuffer, 1, &pBuf);CHKERRQ(ierr);
2122           *pBuf = point;
2123         }
2124       }
2125       n++;
2126     }
2127     ierr = DMPlexSetAdjacencyUseCone(dm, useCone);CHKERRQ(ierr);
2128     ierr = DMPlexSetAdjacencyUseClosure(dm, useClosure);CHKERRQ(ierr);
2129     /* Derive CSR graph from section/segbuffer */
2130     ierr = PetscSectionSetUp(section);CHKERRQ(ierr);
2131     ierr = PetscSectionGetStorageSize(section, &size);CHKERRQ(ierr);
2132     ierr = PetscMalloc1(n+1, &xadj);CHKERRQ(ierr);
2133     for (idx = 0, p = pStart; p < pEnd; p++) {
2134       if (nroots > 0) {if (cellNum[p] < 0) continue;}
2135       ierr = PetscSectionGetOffset(section, p, &(xadj[idx++]));CHKERRQ(ierr);
2136     }
2137     xadj[n] = size;
2138     ierr = PetscSegBufferExtractAlloc(adjBuffer, &adjncy);CHKERRQ(ierr);
2139     /* Clean up */
2140     ierr = PetscSegBufferDestroy(&adjBuffer);CHKERRQ(ierr);
2141     ierr = PetscSectionDestroy(&section);CHKERRQ(ierr);
2142     ierr = PetscFree(adj);CHKERRQ(ierr);
2143     graph->xadj = xadj;
2144     graph->adjncy = adjncy;
2145   } else {
2146     Mat       A;
2147     PetscBool filter = PETSC_FALSE, isseqaij, flg_row;
2148 
2149     ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2150     if (!A->rmap->N || !A->cmap->N) {
2151       *ncc = 0;
2152       *cc = NULL;
2153       PetscFunctionReturn(0);
2154     }
2155     ierr = PetscObjectTypeCompare((PetscObject)A,MATSEQAIJ,&isseqaij);CHKERRQ(ierr);
2156     if (!isseqaij && filter) {
2157       PetscBool isseqdense;
2158 
2159       ierr = PetscObjectTypeCompare((PetscObject)A,MATSEQDENSE,&isseqdense);CHKERRQ(ierr);
2160       if (!isseqdense) {
2161         ierr = MatConvert(A,MATSEQAIJ,MAT_INITIAL_MATRIX,&B);CHKERRQ(ierr);
2162       } else { /* TODO: rectangular case and LDA */
2163         PetscScalar *array;
2164         PetscReal   chop=1.e-6;
2165 
2166         ierr = MatDuplicate(A,MAT_COPY_VALUES,&B);CHKERRQ(ierr);
2167         ierr = MatDenseGetArray(B,&array);CHKERRQ(ierr);
2168         ierr = MatGetSize(B,&n,NULL);CHKERRQ(ierr);
2169         for (i=0;i<n;i++) {
2170           PetscInt j;
2171           for (j=i+1;j<n;j++) {
2172             PetscReal thresh = chop*(PetscAbsScalar(array[i*(n+1)])+PetscAbsScalar(array[j*(n+1)]));
2173             if (PetscAbsScalar(array[i*n+j]) < thresh) array[i*n+j] = 0.;
2174             if (PetscAbsScalar(array[j*n+i]) < thresh) array[j*n+i] = 0.;
2175           }
2176         }
2177         ierr = MatDenseRestoreArray(B,&array);CHKERRQ(ierr);
2178         ierr = MatConvert(B,MATSEQAIJ,MAT_INPLACE_MATRIX,&B);CHKERRQ(ierr);
2179       }
2180     } else {
2181       ierr = PetscObjectReference((PetscObject)A);CHKERRQ(ierr);
2182       B = A;
2183     }
2184     ierr = MatGetRowIJ(B,0,PETSC_TRUE,PETSC_FALSE,&n,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
2185 
2186     /* if filter is true, then removes entries lower than PETSC_SMALL in magnitude */
2187     if (filter) {
2188       PetscScalar *data;
2189       PetscInt    j,cum;
2190 
2191       ierr = PetscCalloc2(n+1,&xadj_filtered,xadj[n],&adjncy_filtered);CHKERRQ(ierr);
2192       ierr = MatSeqAIJGetArray(B,&data);CHKERRQ(ierr);
2193       cum = 0;
2194       for (i=0;i<n;i++) {
2195         PetscInt t;
2196 
2197         for (j=xadj[i];j<xadj[i+1];j++) {
2198           if (PetscUnlikely(PetscAbsScalar(data[j]) < PETSC_SMALL)) {
2199             continue;
2200           }
2201           adjncy_filtered[cum+xadj_filtered[i]++] = adjncy[j];
2202         }
2203         t = xadj_filtered[i];
2204         xadj_filtered[i] = cum;
2205         cum += t;
2206       }
2207       ierr = MatSeqAIJRestoreArray(B,&data);CHKERRQ(ierr);
2208       graph->xadj = xadj_filtered;
2209       graph->adjncy = adjncy_filtered;
2210     } else {
2211       graph->xadj = xadj;
2212       graph->adjncy = adjncy;
2213     }
2214   }
2215   /* compute local connected components using PCBDDCGraph */
2216   ierr = ISCreateStride(PETSC_COMM_SELF,n,0,1,&is_dummy);CHKERRQ(ierr);
2217   ierr = ISLocalToGlobalMappingCreateIS(is_dummy,&l2gmap_dummy);CHKERRQ(ierr);
2218   ierr = ISDestroy(&is_dummy);CHKERRQ(ierr);
2219   ierr = PCBDDCGraphInit(graph,l2gmap_dummy,n,PETSC_MAX_INT);CHKERRQ(ierr);
2220   ierr = ISLocalToGlobalMappingDestroy(&l2gmap_dummy);CHKERRQ(ierr);
2221   ierr = PCBDDCGraphSetUp(graph,1,NULL,NULL,0,NULL,NULL);CHKERRQ(ierr);
2222   ierr = PCBDDCGraphComputeConnectedComponents(graph);CHKERRQ(ierr);
2223 
2224   /* partial clean up */
2225   ierr = PetscFree2(xadj_filtered,adjncy_filtered);CHKERRQ(ierr);
2226   if (B) {
2227     PetscBool flg_row;
2228     ierr = MatRestoreRowIJ(B,0,PETSC_TRUE,PETSC_FALSE,&n,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
2229     ierr = MatDestroy(&B);CHKERRQ(ierr);
2230   }
2231   if (isplex) {
2232     ierr = PetscFree(xadj);CHKERRQ(ierr);
2233     ierr = PetscFree(adjncy);CHKERRQ(ierr);
2234   }
2235 
2236   /* get back data */
2237   if (isplex) {
2238     if (ncc) *ncc = graph->ncc;
2239     if (cc || primalv) {
2240       Mat          A;
2241       PetscBT      btv,btvt;
2242       PetscSection subSection;
2243       PetscInt     *ids,cum,cump,*cids,*pids;
2244 
2245       ierr = DMPlexGetSubdomainSection(dm,&subSection);CHKERRQ(ierr);
2246       ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2247       ierr = PetscMalloc3(A->rmap->n,&ids,graph->ncc+1,&cids,A->rmap->n,&pids);CHKERRQ(ierr);
2248       ierr = PetscBTCreate(A->rmap->n,&btv);CHKERRQ(ierr);
2249       ierr = PetscBTCreate(A->rmap->n,&btvt);CHKERRQ(ierr);
2250 
2251       cids[0] = 0;
2252       for (i = 0, cump = 0, cum = 0; i < graph->ncc; i++) {
2253         PetscInt j;
2254 
2255         ierr = PetscBTMemzero(A->rmap->n,btvt);CHKERRQ(ierr);
2256         for (j = graph->cptr[i]; j < graph->cptr[i+1]; j++) {
2257           PetscInt k, size, *closure = NULL, cell = graph->queue[j];
2258 
2259           ierr = DMPlexGetTransitiveClosure(dm,cell,PETSC_TRUE,&size,&closure);CHKERRQ(ierr);
2260           for (k = 0; k < 2*size; k += 2) {
2261             PetscInt s, p = closure[k], off, dof, cdof;
2262 
2263             ierr = PetscSectionGetConstraintDof(subSection, p, &cdof);CHKERRQ(ierr);
2264             ierr = PetscSectionGetOffset(subSection,p,&off);CHKERRQ(ierr);
2265             ierr = PetscSectionGetDof(subSection,p,&dof);CHKERRQ(ierr);
2266             for (s = 0; s < dof-cdof; s++) {
2267               if (PetscBTLookupSet(btvt,off+s)) continue;
2268               if (!PetscBTLookup(btv,off+s)) {
2269                 ids[cum++] = off+s;
2270               } else { /* cross-vertex */
2271                 pids[cump++] = off+s;
2272               }
2273             }
2274           }
2275           ierr = DMPlexRestoreTransitiveClosure(dm,cell,PETSC_TRUE,&size,&closure);CHKERRQ(ierr);
2276         }
2277         cids[i+1] = cum;
2278         /* mark dofs as already assigned */
2279         for (j = cids[i]; j < cids[i+1]; j++) {
2280           ierr = PetscBTSet(btv,ids[j]);CHKERRQ(ierr);
2281         }
2282       }
2283       if (cc) {
2284         ierr = PetscMalloc1(graph->ncc,&cc_n);CHKERRQ(ierr);
2285         for (i = 0; i < graph->ncc; i++) {
2286           ierr = ISCreateGeneral(PETSC_COMM_SELF,cids[i+1]-cids[i],ids+cids[i],PETSC_COPY_VALUES,&cc_n[i]);CHKERRQ(ierr);
2287         }
2288         *cc = cc_n;
2289       }
2290       if (primalv) {
2291         ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),cump,pids,PETSC_COPY_VALUES,primalv);CHKERRQ(ierr);
2292       }
2293       ierr = PetscFree3(ids,cids,pids);CHKERRQ(ierr);
2294       ierr = PetscBTDestroy(&btv);CHKERRQ(ierr);
2295       ierr = PetscBTDestroy(&btvt);CHKERRQ(ierr);
2296     }
2297   } else {
2298     if (ncc) *ncc = graph->ncc;
2299     if (cc) {
2300       ierr = PetscMalloc1(graph->ncc,&cc_n);CHKERRQ(ierr);
2301       for (i=0;i<graph->ncc;i++) {
2302         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);
2303       }
2304       *cc = cc_n;
2305     }
2306     if (primalv) *primalv = NULL;
2307   }
2308   /* clean up graph */
2309   graph->xadj = 0;
2310   graph->adjncy = 0;
2311   ierr = PCBDDCGraphDestroy(&graph);CHKERRQ(ierr);
2312   PetscFunctionReturn(0);
2313 }
2314 
2315 PetscErrorCode PCBDDCBenignCheck(PC pc, IS zerodiag)
2316 {
2317   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
2318   PC_IS*         pcis = (PC_IS*)(pc->data);
2319   IS             dirIS = NULL;
2320   PetscInt       i;
2321   PetscErrorCode ierr;
2322 
2323   PetscFunctionBegin;
2324   ierr = PCBDDCGraphGetDirichletDofs(pcbddc->mat_graph,&dirIS);CHKERRQ(ierr);
2325   if (zerodiag) {
2326     Mat            A;
2327     Vec            vec3_N;
2328     PetscScalar    *vals;
2329     const PetscInt *idxs;
2330     PetscInt       nz,*count;
2331 
2332     /* p0 */
2333     ierr = VecSet(pcis->vec1_N,0.);CHKERRQ(ierr);
2334     ierr = PetscMalloc1(pcis->n,&vals);CHKERRQ(ierr);
2335     ierr = ISGetLocalSize(zerodiag,&nz);CHKERRQ(ierr);
2336     ierr = ISGetIndices(zerodiag,&idxs);CHKERRQ(ierr);
2337     for (i=0;i<nz;i++) vals[i] = 1.;
2338     ierr = VecSetValues(pcis->vec1_N,nz,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2339     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
2340     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
2341     /* v_I */
2342     ierr = VecSetRandom(pcis->vec2_N,NULL);CHKERRQ(ierr);
2343     for (i=0;i<nz;i++) vals[i] = 0.;
2344     ierr = VecSetValues(pcis->vec2_N,nz,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2345     ierr = ISRestoreIndices(zerodiag,&idxs);CHKERRQ(ierr);
2346     ierr = ISGetIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2347     for (i=0;i<pcis->n_B;i++) vals[i] = 0.;
2348     ierr = VecSetValues(pcis->vec2_N,pcis->n_B,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2349     ierr = ISRestoreIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2350     if (dirIS) {
2351       PetscInt n;
2352 
2353       ierr = ISGetLocalSize(dirIS,&n);CHKERRQ(ierr);
2354       ierr = ISGetIndices(dirIS,&idxs);CHKERRQ(ierr);
2355       for (i=0;i<n;i++) vals[i] = 0.;
2356       ierr = VecSetValues(pcis->vec2_N,n,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2357       ierr = ISRestoreIndices(dirIS,&idxs);CHKERRQ(ierr);
2358     }
2359     ierr = VecAssemblyBegin(pcis->vec2_N);CHKERRQ(ierr);
2360     ierr = VecAssemblyEnd(pcis->vec2_N);CHKERRQ(ierr);
2361     ierr = VecDuplicate(pcis->vec1_N,&vec3_N);CHKERRQ(ierr);
2362     ierr = VecSet(vec3_N,0.);CHKERRQ(ierr);
2363     ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2364     ierr = MatMult(A,pcis->vec1_N,vec3_N);CHKERRQ(ierr);
2365     ierr = VecDot(vec3_N,pcis->vec2_N,&vals[0]);CHKERRQ(ierr);
2366     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]));
2367     ierr = PetscFree(vals);CHKERRQ(ierr);
2368     ierr = VecDestroy(&vec3_N);CHKERRQ(ierr);
2369 
2370     /* there should not be any pressure dofs lying on the interface */
2371     ierr = PetscCalloc1(pcis->n,&count);CHKERRQ(ierr);
2372     ierr = ISGetIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2373     for (i=0;i<pcis->n_B;i++) count[idxs[i]]++;
2374     ierr = ISRestoreIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2375     ierr = ISGetIndices(zerodiag,&idxs);CHKERRQ(ierr);
2376     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]);
2377     ierr = ISRestoreIndices(zerodiag,&idxs);CHKERRQ(ierr);
2378     ierr = PetscFree(count);CHKERRQ(ierr);
2379   }
2380   ierr = ISDestroy(&dirIS);CHKERRQ(ierr);
2381 
2382   /* check PCBDDCBenignGetOrSetP0 */
2383   ierr = VecSetRandom(pcis->vec1_global,NULL);CHKERRQ(ierr);
2384   for (i=0;i<pcbddc->benign_n;i++) pcbddc->benign_p0[i] = -PetscGlobalRank-i;
2385   ierr = PCBDDCBenignGetOrSetP0(pc,pcis->vec1_global,PETSC_FALSE);CHKERRQ(ierr);
2386   for (i=0;i<pcbddc->benign_n;i++) pcbddc->benign_p0[i] = 1;
2387   ierr = PCBDDCBenignGetOrSetP0(pc,pcis->vec1_global,PETSC_TRUE);CHKERRQ(ierr);
2388   for (i=0;i<pcbddc->benign_n;i++) {
2389     PetscInt val = PetscRealPart(pcbddc->benign_p0[i]);
2390     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);
2391   }
2392   PetscFunctionReturn(0);
2393 }
2394 
2395 PetscErrorCode PCBDDCBenignDetectSaddlePoint(PC pc, IS *zerodiaglocal)
2396 {
2397   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
2398   IS             pressures,zerodiag,zerodiag_save,*zerodiag_subs;
2399   PetscInt       nz,n;
2400   PetscInt       *interior_dofs,n_interior_dofs,nneu;
2401   PetscBool      sorted,have_null,has_null_pressures,recompute_zerodiag,checkb;
2402   PetscErrorCode ierr;
2403 
2404   PetscFunctionBegin;
2405   ierr = PetscSFDestroy(&pcbddc->benign_sf);CHKERRQ(ierr);
2406   ierr = MatDestroy(&pcbddc->benign_B0);CHKERRQ(ierr);
2407   for (n=0;n<pcbddc->benign_n;n++) {
2408     ierr = ISDestroy(&pcbddc->benign_zerodiag_subs[n]);CHKERRQ(ierr);
2409   }
2410   ierr = PetscFree(pcbddc->benign_zerodiag_subs);CHKERRQ(ierr);
2411   pcbddc->benign_n = 0;
2412 
2413   /* if a local info on dofs is present, uses the last field for "pressures" (or fid by command line)
2414      otherwise, it uses only zerodiagonal dofs (ok if the pressure block is all zero; it could fail if it is not)
2415      Checks if all the pressure dofs in each subdomain have a zero diagonal
2416      If not, a change of basis on pressures is not needed
2417      since the local Schur complements are already SPD
2418   */
2419   has_null_pressures = PETSC_TRUE;
2420   have_null = PETSC_TRUE;
2421   if (pcbddc->n_ISForDofsLocal) {
2422     IS       iP = NULL;
2423     PetscInt npl,*idxs,p = pcbddc->n_ISForDofsLocal-1;
2424 
2425     ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)pc),((PetscObject)pc)->prefix,"BDDC benign options","PC");CHKERRQ(ierr);
2426     ierr = PetscOptionsInt("-pc_bddc_pressure_field","Field id for pressures",NULL,p,&p,NULL);CHKERRQ(ierr);
2427     ierr = PetscOptionsEnd();CHKERRQ(ierr);
2428     if (p < 0 || p > pcbddc->n_ISForDofsLocal-1) SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_USER,"Invalid field id for pressures %D",p);
2429     /* Dofs splitting for BDDC cannot have PETSC_COMM_SELF, so create a sequential IS */
2430     ierr = ISGetLocalSize(pcbddc->ISForDofsLocal[p],&npl);CHKERRQ(ierr);
2431     ierr = ISGetIndices(pcbddc->ISForDofsLocal[p],(const PetscInt**)&idxs);CHKERRQ(ierr);
2432     ierr = ISCreateGeneral(PETSC_COMM_SELF,npl,idxs,PETSC_COPY_VALUES,&pressures);CHKERRQ(ierr);
2433     ierr = ISRestoreIndices(pcbddc->ISForDofsLocal[p],(const PetscInt**)&idxs);CHKERRQ(ierr);
2434     /* remove zeroed out pressures if we are setting up a BDDC solver for a saddle-point FETI-DP */
2435     ierr = PetscObjectQuery((PetscObject)pc,"__KSPFETIDP_lP",(PetscObject*)&iP);CHKERRQ(ierr);
2436     if (iP) {
2437       IS newpressures;
2438 
2439       ierr = ISDifference(pressures,iP,&newpressures);CHKERRQ(ierr);
2440       ierr = ISDestroy(&pressures);CHKERRQ(ierr);
2441       pressures = newpressures;
2442     }
2443     ierr = ISSorted(pressures,&sorted);CHKERRQ(ierr);
2444     if (!sorted) {
2445       ierr = ISSort(pressures);CHKERRQ(ierr);
2446     }
2447   } else {
2448     pressures = NULL;
2449   }
2450   /* pcis has not been setup yet, so get the local size from the subdomain matrix */
2451   ierr = MatGetLocalSize(pcbddc->local_mat,&n,NULL);CHKERRQ(ierr);
2452   if (!n) pcbddc->benign_change_explicit = PETSC_TRUE;
2453   ierr = MatFindZeroDiagonals(pcbddc->local_mat,&zerodiag);CHKERRQ(ierr);
2454   ierr = ISSorted(zerodiag,&sorted);CHKERRQ(ierr);
2455   if (!sorted) {
2456     ierr = ISSort(zerodiag);CHKERRQ(ierr);
2457   }
2458   ierr = PetscObjectReference((PetscObject)zerodiag);CHKERRQ(ierr);
2459   zerodiag_save = zerodiag;
2460   ierr = ISGetLocalSize(zerodiag,&nz);CHKERRQ(ierr);
2461   if (!nz) {
2462     if (n) have_null = PETSC_FALSE;
2463     has_null_pressures = PETSC_FALSE;
2464     ierr = ISDestroy(&zerodiag);CHKERRQ(ierr);
2465   }
2466   recompute_zerodiag = PETSC_FALSE;
2467   /* in case disconnected subdomains info is present, split the pressures accordingly (otherwise the benign trick could fail) */
2468   zerodiag_subs    = NULL;
2469   pcbddc->benign_n = 0;
2470   n_interior_dofs  = 0;
2471   interior_dofs    = NULL;
2472   nneu             = 0;
2473   if (pcbddc->NeumannBoundariesLocal) {
2474     ierr = ISGetLocalSize(pcbddc->NeumannBoundariesLocal,&nneu);CHKERRQ(ierr);
2475   }
2476   checkb = (PetscBool)(!pcbddc->NeumannBoundariesLocal || pcbddc->current_level);
2477   if (checkb) { /* need to compute interior nodes */
2478     PetscInt n,i,j;
2479     PetscInt n_neigh,*neigh,*n_shared,**shared;
2480     PetscInt *iwork;
2481 
2482     ierr = ISLocalToGlobalMappingGetSize(pc->pmat->rmap->mapping,&n);CHKERRQ(ierr);
2483     ierr = ISLocalToGlobalMappingGetInfo(pc->pmat->rmap->mapping,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
2484     ierr = PetscCalloc1(n,&iwork);CHKERRQ(ierr);
2485     ierr = PetscMalloc1(n,&interior_dofs);CHKERRQ(ierr);
2486     for (i=1;i<n_neigh;i++)
2487       for (j=0;j<n_shared[i];j++)
2488           iwork[shared[i][j]] += 1;
2489     for (i=0;i<n;i++)
2490       if (!iwork[i])
2491         interior_dofs[n_interior_dofs++] = i;
2492     ierr = PetscFree(iwork);CHKERRQ(ierr);
2493     ierr = ISLocalToGlobalMappingRestoreInfo(pc->pmat->rmap->mapping,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
2494   }
2495   if (has_null_pressures) {
2496     IS             *subs;
2497     PetscInt       nsubs,i,j,nl;
2498     const PetscInt *idxs;
2499     PetscScalar    *array;
2500     Vec            *work;
2501     Mat_IS*        matis = (Mat_IS*)(pc->pmat->data);
2502 
2503     subs  = pcbddc->local_subs;
2504     nsubs = pcbddc->n_local_subs;
2505     /* 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) */
2506     if (checkb) {
2507       ierr = VecDuplicateVecs(matis->y,2,&work);CHKERRQ(ierr);
2508       ierr = ISGetLocalSize(zerodiag,&nl);CHKERRQ(ierr);
2509       ierr = ISGetIndices(zerodiag,&idxs);CHKERRQ(ierr);
2510       /* work[0] = 1_p */
2511       ierr = VecSet(work[0],0.);CHKERRQ(ierr);
2512       ierr = VecGetArray(work[0],&array);CHKERRQ(ierr);
2513       for (j=0;j<nl;j++) array[idxs[j]] = 1.;
2514       ierr = VecRestoreArray(work[0],&array);CHKERRQ(ierr);
2515       /* work[0] = 1_v */
2516       ierr = VecSet(work[1],1.);CHKERRQ(ierr);
2517       ierr = VecGetArray(work[1],&array);CHKERRQ(ierr);
2518       for (j=0;j<nl;j++) array[idxs[j]] = 0.;
2519       ierr = VecRestoreArray(work[1],&array);CHKERRQ(ierr);
2520       ierr = ISRestoreIndices(zerodiag,&idxs);CHKERRQ(ierr);
2521     }
2522     if (nsubs > 1) {
2523       ierr = PetscCalloc1(nsubs,&zerodiag_subs);CHKERRQ(ierr);
2524       for (i=0;i<nsubs;i++) {
2525         ISLocalToGlobalMapping l2g;
2526         IS                     t_zerodiag_subs;
2527         PetscInt               nl;
2528 
2529         ierr = ISLocalToGlobalMappingCreateIS(subs[i],&l2g);CHKERRQ(ierr);
2530         ierr = ISGlobalToLocalMappingApplyIS(l2g,IS_GTOLM_DROP,zerodiag,&t_zerodiag_subs);CHKERRQ(ierr);
2531         ierr = ISGetLocalSize(t_zerodiag_subs,&nl);CHKERRQ(ierr);
2532         if (nl) {
2533           PetscBool valid = PETSC_TRUE;
2534 
2535           if (checkb) {
2536             ierr = VecSet(matis->x,0);CHKERRQ(ierr);
2537             ierr = ISGetLocalSize(subs[i],&nl);CHKERRQ(ierr);
2538             ierr = ISGetIndices(subs[i],&idxs);CHKERRQ(ierr);
2539             ierr = VecGetArray(matis->x,&array);CHKERRQ(ierr);
2540             for (j=0;j<nl;j++) array[idxs[j]] = 1.;
2541             ierr = VecRestoreArray(matis->x,&array);CHKERRQ(ierr);
2542             ierr = ISRestoreIndices(subs[i],&idxs);CHKERRQ(ierr);
2543             ierr = VecPointwiseMult(matis->x,work[0],matis->x);CHKERRQ(ierr);
2544             ierr = MatMult(matis->A,matis->x,matis->y);CHKERRQ(ierr);
2545             ierr = VecPointwiseMult(matis->y,work[1],matis->y);CHKERRQ(ierr);
2546             ierr = VecGetArray(matis->y,&array);CHKERRQ(ierr);
2547             for (j=0;j<n_interior_dofs;j++) {
2548               if (PetscAbsScalar(array[interior_dofs[j]]) > PETSC_SMALL) {
2549                 valid = PETSC_FALSE;
2550                 break;
2551               }
2552             }
2553             ierr = VecRestoreArray(matis->y,&array);CHKERRQ(ierr);
2554           }
2555           if (valid && nneu) {
2556             const PetscInt *idxs;
2557             PetscInt       nzb;
2558 
2559             ierr = ISGetIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
2560             ierr = ISGlobalToLocalMappingApply(l2g,IS_GTOLM_DROP,nneu,idxs,&nzb,NULL);CHKERRQ(ierr);
2561             ierr = ISRestoreIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
2562             if (nzb) valid = PETSC_FALSE;
2563           }
2564           if (valid && pressures) {
2565             IS t_pressure_subs;
2566             ierr = ISGlobalToLocalMappingApplyIS(l2g,IS_GTOLM_DROP,pressures,&t_pressure_subs);CHKERRQ(ierr);
2567             ierr = ISEqual(t_pressure_subs,t_zerodiag_subs,&valid);CHKERRQ(ierr);
2568             ierr = ISDestroy(&t_pressure_subs);CHKERRQ(ierr);
2569           }
2570           if (valid) {
2571             ierr = ISLocalToGlobalMappingApplyIS(l2g,t_zerodiag_subs,&zerodiag_subs[pcbddc->benign_n]);CHKERRQ(ierr);
2572             pcbddc->benign_n++;
2573           } else {
2574             recompute_zerodiag = PETSC_TRUE;
2575           }
2576         }
2577         ierr = ISDestroy(&t_zerodiag_subs);CHKERRQ(ierr);
2578         ierr = ISLocalToGlobalMappingDestroy(&l2g);CHKERRQ(ierr);
2579       }
2580     } else { /* there's just one subdomain (or zero if they have not been detected */
2581       PetscBool valid = PETSC_TRUE;
2582 
2583       if (nneu) valid = PETSC_FALSE;
2584       if (valid && pressures) {
2585         ierr = ISEqual(pressures,zerodiag,&valid);CHKERRQ(ierr);
2586       }
2587       if (valid && checkb) {
2588         ierr = MatMult(matis->A,work[0],matis->x);CHKERRQ(ierr);
2589         ierr = VecPointwiseMult(matis->x,work[1],matis->x);CHKERRQ(ierr);
2590         ierr = VecGetArray(matis->x,&array);CHKERRQ(ierr);
2591         for (j=0;j<n_interior_dofs;j++) {
2592           if (PetscAbsScalar(array[interior_dofs[j]]) > PETSC_SMALL) {
2593             valid = PETSC_FALSE;
2594             break;
2595           }
2596         }
2597         ierr = VecRestoreArray(matis->x,&array);CHKERRQ(ierr);
2598       }
2599       if (valid) {
2600         pcbddc->benign_n = 1;
2601         ierr = PetscMalloc1(pcbddc->benign_n,&zerodiag_subs);CHKERRQ(ierr);
2602         ierr = PetscObjectReference((PetscObject)zerodiag);CHKERRQ(ierr);
2603         zerodiag_subs[0] = zerodiag;
2604       }
2605     }
2606     if (checkb) {
2607       ierr = VecDestroyVecs(2,&work);CHKERRQ(ierr);
2608     }
2609   }
2610   ierr = PetscFree(interior_dofs);CHKERRQ(ierr);
2611 
2612   if (!pcbddc->benign_n) {
2613     PetscInt n;
2614 
2615     ierr = ISDestroy(&zerodiag);CHKERRQ(ierr);
2616     recompute_zerodiag = PETSC_FALSE;
2617     ierr = MatGetLocalSize(pcbddc->local_mat,&n,NULL);CHKERRQ(ierr);
2618     if (n) {
2619       has_null_pressures = PETSC_FALSE;
2620       have_null = PETSC_FALSE;
2621     }
2622   }
2623 
2624   /* final check for null pressures */
2625   if (zerodiag && pressures) {
2626     PetscInt nz,np;
2627     ierr = ISGetLocalSize(zerodiag,&nz);CHKERRQ(ierr);
2628     ierr = ISGetLocalSize(pressures,&np);CHKERRQ(ierr);
2629     if (nz != np) have_null = PETSC_FALSE;
2630   }
2631 
2632   if (recompute_zerodiag) {
2633     ierr = ISDestroy(&zerodiag);CHKERRQ(ierr);
2634     if (pcbddc->benign_n == 1) {
2635       ierr = PetscObjectReference((PetscObject)zerodiag_subs[0]);CHKERRQ(ierr);
2636       zerodiag = zerodiag_subs[0];
2637     } else {
2638       PetscInt i,nzn,*new_idxs;
2639 
2640       nzn = 0;
2641       for (i=0;i<pcbddc->benign_n;i++) {
2642         PetscInt ns;
2643         ierr = ISGetLocalSize(zerodiag_subs[i],&ns);CHKERRQ(ierr);
2644         nzn += ns;
2645       }
2646       ierr = PetscMalloc1(nzn,&new_idxs);CHKERRQ(ierr);
2647       nzn = 0;
2648       for (i=0;i<pcbddc->benign_n;i++) {
2649         PetscInt ns,*idxs;
2650         ierr = ISGetLocalSize(zerodiag_subs[i],&ns);CHKERRQ(ierr);
2651         ierr = ISGetIndices(zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
2652         ierr = PetscMemcpy(new_idxs+nzn,idxs,ns*sizeof(PetscInt));CHKERRQ(ierr);
2653         ierr = ISRestoreIndices(zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
2654         nzn += ns;
2655       }
2656       ierr = PetscSortInt(nzn,new_idxs);CHKERRQ(ierr);
2657       ierr = ISCreateGeneral(PETSC_COMM_SELF,nzn,new_idxs,PETSC_OWN_POINTER,&zerodiag);CHKERRQ(ierr);
2658     }
2659     have_null = PETSC_FALSE;
2660   }
2661 
2662   /* Prepare matrix to compute no-net-flux */
2663   if (pcbddc->compute_nonetflux && !pcbddc->divudotp) {
2664     Mat                    A,loc_divudotp;
2665     ISLocalToGlobalMapping rl2g,cl2g,l2gmap;
2666     IS                     row,col,isused = NULL;
2667     PetscInt               M,N,n,st,n_isused;
2668 
2669     if (pressures) {
2670       isused = pressures;
2671     } else {
2672       isused = zerodiag_save;
2673     }
2674     ierr = MatGetLocalToGlobalMapping(pc->pmat,&l2gmap,NULL);CHKERRQ(ierr);
2675     ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2676     ierr = MatGetLocalSize(A,&n,NULL);CHKERRQ(ierr);
2677     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");
2678     n_isused = 0;
2679     if (isused) {
2680       ierr = ISGetLocalSize(isused,&n_isused);CHKERRQ(ierr);
2681     }
2682     ierr = MPI_Scan(&n_isused,&st,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
2683     st = st-n_isused;
2684     if (n) {
2685       const PetscInt *gidxs;
2686 
2687       ierr = MatCreateSubMatrix(A,isused,NULL,MAT_INITIAL_MATRIX,&loc_divudotp);CHKERRQ(ierr);
2688       ierr = ISLocalToGlobalMappingGetIndices(l2gmap,&gidxs);CHKERRQ(ierr);
2689       /* TODO: extend ISCreateStride with st = PETSC_DECIDE */
2690       ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),n_isused,st,1,&row);CHKERRQ(ierr);
2691       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),n,gidxs,PETSC_COPY_VALUES,&col);CHKERRQ(ierr);
2692       ierr = ISLocalToGlobalMappingRestoreIndices(l2gmap,&gidxs);CHKERRQ(ierr);
2693     } else {
2694       ierr = MatCreateSeqAIJ(PETSC_COMM_SELF,0,0,1,NULL,&loc_divudotp);CHKERRQ(ierr);
2695       ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),n_isused,st,1,&row);CHKERRQ(ierr);
2696       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),0,NULL,PETSC_COPY_VALUES,&col);CHKERRQ(ierr);
2697     }
2698     ierr = MatGetSize(pc->pmat,NULL,&N);CHKERRQ(ierr);
2699     ierr = ISGetSize(row,&M);CHKERRQ(ierr);
2700     ierr = ISLocalToGlobalMappingCreateIS(row,&rl2g);CHKERRQ(ierr);
2701     ierr = ISLocalToGlobalMappingCreateIS(col,&cl2g);CHKERRQ(ierr);
2702     ierr = ISDestroy(&row);CHKERRQ(ierr);
2703     ierr = ISDestroy(&col);CHKERRQ(ierr);
2704     ierr = MatCreate(PetscObjectComm((PetscObject)pc),&pcbddc->divudotp);CHKERRQ(ierr);
2705     ierr = MatSetType(pcbddc->divudotp,MATIS);CHKERRQ(ierr);
2706     ierr = MatSetSizes(pcbddc->divudotp,PETSC_DECIDE,PETSC_DECIDE,M,N);CHKERRQ(ierr);
2707     ierr = MatSetLocalToGlobalMapping(pcbddc->divudotp,rl2g,cl2g);CHKERRQ(ierr);
2708     ierr = ISLocalToGlobalMappingDestroy(&rl2g);CHKERRQ(ierr);
2709     ierr = ISLocalToGlobalMappingDestroy(&cl2g);CHKERRQ(ierr);
2710     ierr = MatISSetLocalMat(pcbddc->divudotp,loc_divudotp);CHKERRQ(ierr);
2711     ierr = MatDestroy(&loc_divudotp);CHKERRQ(ierr);
2712     ierr = MatAssemblyBegin(pcbddc->divudotp,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2713     ierr = MatAssemblyEnd(pcbddc->divudotp,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2714   }
2715   ierr = ISDestroy(&zerodiag_save);CHKERRQ(ierr);
2716 
2717   /* change of basis and p0 dofs */
2718   if (has_null_pressures) {
2719     IS             zerodiagc;
2720     const PetscInt *idxs,*idxsc;
2721     PetscInt       i,s,*nnz;
2722 
2723     ierr = ISGetLocalSize(zerodiag,&nz);CHKERRQ(ierr);
2724     ierr = ISComplement(zerodiag,0,n,&zerodiagc);CHKERRQ(ierr);
2725     ierr = ISGetIndices(zerodiagc,&idxsc);CHKERRQ(ierr);
2726     /* local change of basis for pressures */
2727     ierr = MatDestroy(&pcbddc->benign_change);CHKERRQ(ierr);
2728     ierr = MatCreate(PetscObjectComm((PetscObject)pcbddc->local_mat),&pcbddc->benign_change);CHKERRQ(ierr);
2729     ierr = MatSetType(pcbddc->benign_change,MATAIJ);CHKERRQ(ierr);
2730     ierr = MatSetSizes(pcbddc->benign_change,n,n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
2731     ierr = PetscMalloc1(n,&nnz);CHKERRQ(ierr);
2732     for (i=0;i<n-nz;i++) nnz[idxsc[i]] = 1; /* identity on velocities plus pressure dofs for non-singular subdomains */
2733     for (i=0;i<pcbddc->benign_n;i++) {
2734       PetscInt nzs,j;
2735 
2736       ierr = ISGetLocalSize(zerodiag_subs[i],&nzs);CHKERRQ(ierr);
2737       ierr = ISGetIndices(zerodiag_subs[i],&idxs);CHKERRQ(ierr);
2738       for (j=0;j<nzs-1;j++) nnz[idxs[j]] = 2; /* change on pressures */
2739       nnz[idxs[nzs-1]] = nzs; /* last local pressure dof in subdomain */
2740       ierr = ISRestoreIndices(zerodiag_subs[i],&idxs);CHKERRQ(ierr);
2741     }
2742     ierr = MatSeqAIJSetPreallocation(pcbddc->benign_change,0,nnz);CHKERRQ(ierr);
2743     ierr = PetscFree(nnz);CHKERRQ(ierr);
2744     /* set identity on velocities */
2745     for (i=0;i<n-nz;i++) {
2746       ierr = MatSetValue(pcbddc->benign_change,idxsc[i],idxsc[i],1.,INSERT_VALUES);CHKERRQ(ierr);
2747     }
2748     ierr = ISRestoreIndices(zerodiagc,&idxsc);CHKERRQ(ierr);
2749     ierr = ISDestroy(&zerodiagc);CHKERRQ(ierr);
2750     ierr = PetscFree3(pcbddc->benign_p0_lidx,pcbddc->benign_p0_gidx,pcbddc->benign_p0);CHKERRQ(ierr);
2751     ierr = PetscMalloc3(pcbddc->benign_n,&pcbddc->benign_p0_lidx,pcbddc->benign_n,&pcbddc->benign_p0_gidx,pcbddc->benign_n,&pcbddc->benign_p0);CHKERRQ(ierr);
2752     /* set change on pressures */
2753     for (s=0;s<pcbddc->benign_n;s++) {
2754       PetscScalar *array;
2755       PetscInt    nzs;
2756 
2757       ierr = ISGetLocalSize(zerodiag_subs[s],&nzs);CHKERRQ(ierr);
2758       ierr = ISGetIndices(zerodiag_subs[s],&idxs);CHKERRQ(ierr);
2759       for (i=0;i<nzs-1;i++) {
2760         PetscScalar vals[2];
2761         PetscInt    cols[2];
2762 
2763         cols[0] = idxs[i];
2764         cols[1] = idxs[nzs-1];
2765         vals[0] = 1.;
2766         vals[1] = 1.;
2767         ierr = MatSetValues(pcbddc->benign_change,1,cols,2,cols,vals,INSERT_VALUES);CHKERRQ(ierr);
2768       }
2769       ierr = PetscMalloc1(nzs,&array);CHKERRQ(ierr);
2770       for (i=0;i<nzs-1;i++) array[i] = -1.;
2771       array[nzs-1] = 1.;
2772       ierr = MatSetValues(pcbddc->benign_change,1,idxs+nzs-1,nzs,idxs,array,INSERT_VALUES);CHKERRQ(ierr);
2773       /* store local idxs for p0 */
2774       pcbddc->benign_p0_lidx[s] = idxs[nzs-1];
2775       ierr = ISRestoreIndices(zerodiag_subs[s],&idxs);CHKERRQ(ierr);
2776       ierr = PetscFree(array);CHKERRQ(ierr);
2777     }
2778     ierr = MatAssemblyBegin(pcbddc->benign_change,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2779     ierr = MatAssemblyEnd(pcbddc->benign_change,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2780     /* project if needed */
2781     if (pcbddc->benign_change_explicit) {
2782       Mat M;
2783 
2784       ierr = MatPtAP(pcbddc->local_mat,pcbddc->benign_change,MAT_INITIAL_MATRIX,2.0,&M);CHKERRQ(ierr);
2785       ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
2786       ierr = MatSeqAIJCompress(M,&pcbddc->local_mat);CHKERRQ(ierr);
2787       ierr = MatDestroy(&M);CHKERRQ(ierr);
2788     }
2789     /* store global idxs for p0 */
2790     ierr = ISLocalToGlobalMappingApply(pc->pmat->rmap->mapping,pcbddc->benign_n,pcbddc->benign_p0_lidx,pcbddc->benign_p0_gidx);CHKERRQ(ierr);
2791   }
2792   pcbddc->benign_zerodiag_subs = zerodiag_subs;
2793   ierr = ISDestroy(&pressures);CHKERRQ(ierr);
2794 
2795   /* determines if the coarse solver will be singular or not */
2796   ierr = MPI_Allreduce(&have_null,&pcbddc->benign_null,1,MPIU_BOOL,MPI_LAND,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
2797   /* determines if the problem has subdomains with 0 pressure block */
2798   ierr = MPI_Allreduce(&have_null,&pcbddc->benign_have_null,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
2799   *zerodiaglocal = zerodiag;
2800   PetscFunctionReturn(0);
2801 }
2802 
2803 PetscErrorCode PCBDDCBenignGetOrSetP0(PC pc, Vec v, PetscBool get)
2804 {
2805   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
2806   PetscScalar    *array;
2807   PetscErrorCode ierr;
2808 
2809   PetscFunctionBegin;
2810   if (!pcbddc->benign_sf) {
2811     ierr = PetscSFCreate(PetscObjectComm((PetscObject)pc),&pcbddc->benign_sf);CHKERRQ(ierr);
2812     ierr = PetscSFSetGraphLayout(pcbddc->benign_sf,pc->pmat->rmap,pcbddc->benign_n,NULL,PETSC_OWN_POINTER,pcbddc->benign_p0_gidx);CHKERRQ(ierr);
2813   }
2814   if (get) {
2815     ierr = VecGetArrayRead(v,(const PetscScalar**)&array);CHKERRQ(ierr);
2816     ierr = PetscSFBcastBegin(pcbddc->benign_sf,MPIU_SCALAR,array,pcbddc->benign_p0);CHKERRQ(ierr);
2817     ierr = PetscSFBcastEnd(pcbddc->benign_sf,MPIU_SCALAR,array,pcbddc->benign_p0);CHKERRQ(ierr);
2818     ierr = VecRestoreArrayRead(v,(const PetscScalar**)&array);CHKERRQ(ierr);
2819   } else {
2820     ierr = VecGetArray(v,&array);CHKERRQ(ierr);
2821     ierr = PetscSFReduceBegin(pcbddc->benign_sf,MPIU_SCALAR,pcbddc->benign_p0,array,MPIU_REPLACE);CHKERRQ(ierr);
2822     ierr = PetscSFReduceEnd(pcbddc->benign_sf,MPIU_SCALAR,pcbddc->benign_p0,array,MPIU_REPLACE);CHKERRQ(ierr);
2823     ierr = VecRestoreArray(v,&array);CHKERRQ(ierr);
2824   }
2825   PetscFunctionReturn(0);
2826 }
2827 
2828 PetscErrorCode PCBDDCBenignPopOrPushB0(PC pc, PetscBool pop)
2829 {
2830   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
2831   PetscErrorCode ierr;
2832 
2833   PetscFunctionBegin;
2834   /* TODO: add error checking
2835     - avoid nested pop (or push) calls.
2836     - cannot push before pop.
2837     - cannot call this if pcbddc->local_mat is NULL
2838   */
2839   if (!pcbddc->benign_n) {
2840     PetscFunctionReturn(0);
2841   }
2842   if (pop) {
2843     if (pcbddc->benign_change_explicit) {
2844       IS       is_p0;
2845       MatReuse reuse;
2846 
2847       /* extract B_0 */
2848       reuse = MAT_INITIAL_MATRIX;
2849       if (pcbddc->benign_B0) {
2850         reuse = MAT_REUSE_MATRIX;
2851       }
2852       ierr = ISCreateGeneral(PETSC_COMM_SELF,pcbddc->benign_n,pcbddc->benign_p0_lidx,PETSC_COPY_VALUES,&is_p0);CHKERRQ(ierr);
2853       ierr = MatCreateSubMatrix(pcbddc->local_mat,is_p0,NULL,reuse,&pcbddc->benign_B0);CHKERRQ(ierr);
2854       /* remove rows and cols from local problem */
2855       ierr = MatSetOption(pcbddc->local_mat,MAT_KEEP_NONZERO_PATTERN,PETSC_TRUE);CHKERRQ(ierr);
2856       ierr = MatSetOption(pcbddc->local_mat,MAT_NEW_NONZERO_LOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
2857       ierr = MatZeroRowsColumnsIS(pcbddc->local_mat,is_p0,1.0,NULL,NULL);CHKERRQ(ierr);
2858       ierr = ISDestroy(&is_p0);CHKERRQ(ierr);
2859     } else {
2860       Mat_IS      *matis = (Mat_IS*)pc->pmat->data;
2861       PetscScalar *vals;
2862       PetscInt    i,n,*idxs_ins;
2863 
2864       ierr = VecGetLocalSize(matis->y,&n);CHKERRQ(ierr);
2865       ierr = PetscMalloc2(n,&idxs_ins,n,&vals);CHKERRQ(ierr);
2866       if (!pcbddc->benign_B0) {
2867         PetscInt *nnz;
2868         ierr = MatCreate(PetscObjectComm((PetscObject)pcbddc->local_mat),&pcbddc->benign_B0);CHKERRQ(ierr);
2869         ierr = MatSetType(pcbddc->benign_B0,MATAIJ);CHKERRQ(ierr);
2870         ierr = MatSetSizes(pcbddc->benign_B0,pcbddc->benign_n,n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
2871         ierr = PetscMalloc1(pcbddc->benign_n,&nnz);CHKERRQ(ierr);
2872         for (i=0;i<pcbddc->benign_n;i++) {
2873           ierr = ISGetLocalSize(pcbddc->benign_zerodiag_subs[i],&nnz[i]);CHKERRQ(ierr);
2874           nnz[i] = n - nnz[i];
2875         }
2876         ierr = MatSeqAIJSetPreallocation(pcbddc->benign_B0,0,nnz);CHKERRQ(ierr);
2877         ierr = PetscFree(nnz);CHKERRQ(ierr);
2878       }
2879 
2880       for (i=0;i<pcbddc->benign_n;i++) {
2881         PetscScalar *array;
2882         PetscInt    *idxs,j,nz,cum;
2883 
2884         ierr = VecSet(matis->x,0.);CHKERRQ(ierr);
2885         ierr = ISGetLocalSize(pcbddc->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
2886         ierr = ISGetIndices(pcbddc->benign_zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
2887         for (j=0;j<nz;j++) vals[j] = 1.;
2888         ierr = VecSetValues(matis->x,nz,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2889         ierr = VecAssemblyBegin(matis->x);CHKERRQ(ierr);
2890         ierr = VecAssemblyEnd(matis->x);CHKERRQ(ierr);
2891         ierr = VecSet(matis->y,0.);CHKERRQ(ierr);
2892         ierr = MatMult(matis->A,matis->x,matis->y);CHKERRQ(ierr);
2893         ierr = VecGetArray(matis->y,&array);CHKERRQ(ierr);
2894         cum = 0;
2895         for (j=0;j<n;j++) {
2896           if (PetscUnlikely(PetscAbsScalar(array[j]) > PETSC_SMALL)) {
2897             vals[cum] = array[j];
2898             idxs_ins[cum] = j;
2899             cum++;
2900           }
2901         }
2902         ierr = MatSetValues(pcbddc->benign_B0,1,&i,cum,idxs_ins,vals,INSERT_VALUES);CHKERRQ(ierr);
2903         ierr = VecRestoreArray(matis->y,&array);CHKERRQ(ierr);
2904         ierr = ISRestoreIndices(pcbddc->benign_zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
2905       }
2906       ierr = MatAssemblyBegin(pcbddc->benign_B0,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2907       ierr = MatAssemblyEnd(pcbddc->benign_B0,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2908       ierr = PetscFree2(idxs_ins,vals);CHKERRQ(ierr);
2909     }
2910   } else { /* push */
2911     if (pcbddc->benign_change_explicit) {
2912       PetscInt i;
2913 
2914       for (i=0;i<pcbddc->benign_n;i++) {
2915         PetscScalar *B0_vals;
2916         PetscInt    *B0_cols,B0_ncol;
2917 
2918         ierr = MatGetRow(pcbddc->benign_B0,i,&B0_ncol,(const PetscInt**)&B0_cols,(const PetscScalar**)&B0_vals);CHKERRQ(ierr);
2919         ierr = MatSetValues(pcbddc->local_mat,1,pcbddc->benign_p0_lidx+i,B0_ncol,B0_cols,B0_vals,INSERT_VALUES);CHKERRQ(ierr);
2920         ierr = MatSetValues(pcbddc->local_mat,B0_ncol,B0_cols,1,pcbddc->benign_p0_lidx+i,B0_vals,INSERT_VALUES);CHKERRQ(ierr);
2921         ierr = MatSetValue(pcbddc->local_mat,pcbddc->benign_p0_lidx[i],pcbddc->benign_p0_lidx[i],0.0,INSERT_VALUES);CHKERRQ(ierr);
2922         ierr = MatRestoreRow(pcbddc->benign_B0,i,&B0_ncol,(const PetscInt**)&B0_cols,(const PetscScalar**)&B0_vals);CHKERRQ(ierr);
2923       }
2924       ierr = MatAssemblyBegin(pcbddc->local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2925       ierr = MatAssemblyEnd(pcbddc->local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2926     } else {
2927       SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Cannot push B0!\n");
2928     }
2929   }
2930   PetscFunctionReturn(0);
2931 }
2932 
2933 PetscErrorCode PCBDDCAdaptiveSelection(PC pc)
2934 {
2935   PC_BDDC*        pcbddc = (PC_BDDC*)pc->data;
2936   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
2937   PetscBLASInt    B_dummyint,B_neigs,B_ierr,B_lwork;
2938   PetscBLASInt    *B_iwork,*B_ifail;
2939   PetscScalar     *work,lwork;
2940   PetscScalar     *St,*S,*eigv;
2941   PetscScalar     *Sarray,*Starray;
2942   PetscReal       *eigs,thresh;
2943   PetscInt        i,nmax,nmin,nv,cum,mss,cum2,cumarray,maxneigs;
2944   PetscBool       allocated_S_St;
2945 #if defined(PETSC_USE_COMPLEX)
2946   PetscReal       *rwork;
2947 #endif
2948   PetscErrorCode  ierr;
2949 
2950   PetscFunctionBegin;
2951   if (!sub_schurs) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Adaptive selection of constraints requires SubSchurs data");
2952   if (!sub_schurs->schur_explicit) SETERRQ(PetscObjectComm((PetscObject)pc),PETSC_ERR_SUP,"Adaptive selection of constraints requires MUMPS and/or MKL_CPARDISO");
2953   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);
2954 
2955   if (pcbddc->dbg_flag) {
2956     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
2957     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
2958     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Check adaptive selection of constraints\n");CHKERRQ(ierr);
2959     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
2960   }
2961 
2962   if (pcbddc->dbg_flag) {
2963     PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d cc %d (%d,%d).\n",PetscGlobalRank,sub_schurs->n_subs,sub_schurs->is_hermitian,sub_schurs->is_posdef);
2964   }
2965 
2966   /* max size of subsets */
2967   mss = 0;
2968   for (i=0;i<sub_schurs->n_subs;i++) {
2969     PetscInt subset_size;
2970 
2971     ierr = ISGetLocalSize(sub_schurs->is_subs[i],&subset_size);CHKERRQ(ierr);
2972     mss = PetscMax(mss,subset_size);
2973   }
2974 
2975   /* min/max and threshold */
2976   nmax = pcbddc->adaptive_nmax > 0 ? pcbddc->adaptive_nmax : mss;
2977   nmin = pcbddc->adaptive_nmin > 0 ? pcbddc->adaptive_nmin : 0;
2978   nmax = PetscMax(nmin,nmax);
2979   allocated_S_St = PETSC_FALSE;
2980   if (nmin) {
2981     allocated_S_St = PETSC_TRUE;
2982   }
2983 
2984   /* allocate lapack workspace */
2985   cum = cum2 = 0;
2986   maxneigs = 0;
2987   for (i=0;i<sub_schurs->n_subs;i++) {
2988     PetscInt n,subset_size;
2989 
2990     ierr = ISGetLocalSize(sub_schurs->is_subs[i],&subset_size);CHKERRQ(ierr);
2991     n = PetscMin(subset_size,nmax);
2992     cum += subset_size;
2993     cum2 += subset_size*n;
2994     maxneigs = PetscMax(maxneigs,n);
2995   }
2996   if (mss) {
2997     if (sub_schurs->is_hermitian && sub_schurs->is_posdef) {
2998       PetscBLASInt B_itype = 1;
2999       PetscBLASInt B_N = mss;
3000       PetscReal    zero = 0.0;
3001       PetscReal    eps = 0.0; /* dlamch? */
3002 
3003       B_lwork = -1;
3004       S = NULL;
3005       St = NULL;
3006       eigs = NULL;
3007       eigv = NULL;
3008       B_iwork = NULL;
3009       B_ifail = NULL;
3010 #if defined(PETSC_USE_COMPLEX)
3011       rwork = NULL;
3012 #endif
3013       thresh = 1.0;
3014       ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
3015 #if defined(PETSC_USE_COMPLEX)
3016       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));
3017 #else
3018       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));
3019 #endif
3020       if (B_ierr != 0) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to SYGVX Lapack routine %d",(int)B_ierr);
3021       ierr = PetscFPTrapPop();CHKERRQ(ierr);
3022     } else {
3023         /* TODO */
3024     }
3025   } else {
3026     lwork = 0;
3027   }
3028 
3029   nv = 0;
3030   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) */
3031     ierr = ISGetLocalSize(sub_schurs->is_vertices,&nv);CHKERRQ(ierr);
3032   }
3033   ierr = PetscBLASIntCast((PetscInt)PetscRealPart(lwork),&B_lwork);CHKERRQ(ierr);
3034   if (allocated_S_St) {
3035     ierr = PetscMalloc2(mss*mss,&S,mss*mss,&St);CHKERRQ(ierr);
3036   }
3037   ierr = PetscMalloc5(mss*mss,&eigv,mss,&eigs,B_lwork,&work,5*mss,&B_iwork,mss,&B_ifail);CHKERRQ(ierr);
3038 #if defined(PETSC_USE_COMPLEX)
3039   ierr = PetscMalloc1(7*mss,&rwork);CHKERRQ(ierr);
3040 #endif
3041   ierr = PetscMalloc5(nv+sub_schurs->n_subs,&pcbddc->adaptive_constraints_n,
3042                       nv+sub_schurs->n_subs+1,&pcbddc->adaptive_constraints_idxs_ptr,
3043                       nv+sub_schurs->n_subs+1,&pcbddc->adaptive_constraints_data_ptr,
3044                       nv+cum,&pcbddc->adaptive_constraints_idxs,
3045                       nv+cum2,&pcbddc->adaptive_constraints_data);CHKERRQ(ierr);
3046   ierr = PetscMemzero(pcbddc->adaptive_constraints_n,(nv+sub_schurs->n_subs)*sizeof(PetscInt));CHKERRQ(ierr);
3047 
3048   maxneigs = 0;
3049   cum = cumarray = 0;
3050   pcbddc->adaptive_constraints_idxs_ptr[0] = 0;
3051   pcbddc->adaptive_constraints_data_ptr[0] = 0;
3052   if (sub_schurs->is_vertices && pcbddc->use_vertices) {
3053     const PetscInt *idxs;
3054 
3055     ierr = ISGetIndices(sub_schurs->is_vertices,&idxs);CHKERRQ(ierr);
3056     for (cum=0;cum<nv;cum++) {
3057       pcbddc->adaptive_constraints_n[cum] = 1;
3058       pcbddc->adaptive_constraints_idxs[cum] = idxs[cum];
3059       pcbddc->adaptive_constraints_data[cum] = 1.0;
3060       pcbddc->adaptive_constraints_idxs_ptr[cum+1] = pcbddc->adaptive_constraints_idxs_ptr[cum]+1;
3061       pcbddc->adaptive_constraints_data_ptr[cum+1] = pcbddc->adaptive_constraints_data_ptr[cum]+1;
3062     }
3063     ierr = ISRestoreIndices(sub_schurs->is_vertices,&idxs);CHKERRQ(ierr);
3064   }
3065 
3066   if (mss) { /* multilevel */
3067     ierr = MatSeqAIJGetArray(sub_schurs->sum_S_Ej_inv_all,&Sarray);CHKERRQ(ierr);
3068     ierr = MatSeqAIJGetArray(sub_schurs->sum_S_Ej_tilda_all,&Starray);CHKERRQ(ierr);
3069   }
3070 
3071   thresh = pcbddc->adaptive_threshold;
3072   for (i=0;i<sub_schurs->n_subs;i++) {
3073     const PetscInt *idxs;
3074     PetscReal      upper,lower;
3075     PetscInt       j,subset_size,eigs_start = 0;
3076     PetscBLASInt   B_N;
3077     PetscBool      same_data = PETSC_FALSE;
3078 
3079     if (pcbddc->use_deluxe_scaling) {
3080       upper = PETSC_MAX_REAL;
3081       lower = thresh;
3082     } else {
3083       upper = 1./thresh;
3084       lower = 0.;
3085     }
3086     ierr = ISGetLocalSize(sub_schurs->is_subs[i],&subset_size);CHKERRQ(ierr);
3087     ierr = ISGetIndices(sub_schurs->is_subs[i],&idxs);CHKERRQ(ierr);
3088     ierr = PetscBLASIntCast(subset_size,&B_N);CHKERRQ(ierr);
3089     if (allocated_S_St) { /* S and S_t should be copied since we could need them later */
3090       if (sub_schurs->is_hermitian) {
3091         PetscInt j,k;
3092         if (sub_schurs->n_subs == 1) { /* zeroing memory to use PetscMemcmp later */
3093           ierr = PetscMemzero(S,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3094           ierr = PetscMemzero(St,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3095         }
3096         for (j=0;j<subset_size;j++) {
3097           for (k=j;k<subset_size;k++) {
3098             S [j*subset_size+k] = Sarray [cumarray+j*subset_size+k];
3099             St[j*subset_size+k] = Starray[cumarray+j*subset_size+k];
3100           }
3101         }
3102       } else {
3103         ierr = PetscMemcpy(S,Sarray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3104         ierr = PetscMemcpy(St,Starray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3105       }
3106     } else {
3107       S = Sarray + cumarray;
3108       St = Starray + cumarray;
3109     }
3110     /* see if we can save some work */
3111     if (sub_schurs->n_subs == 1 && pcbddc->use_deluxe_scaling) {
3112       ierr = PetscMemcmp(S,St,subset_size*subset_size*sizeof(PetscScalar),&same_data);CHKERRQ(ierr);
3113     }
3114 
3115     if (same_data && !sub_schurs->change) { /* there's no need of constraints here */
3116       B_neigs = 0;
3117     } else {
3118       if (sub_schurs->is_hermitian && sub_schurs->is_posdef) {
3119         PetscBLASInt B_itype = 1;
3120         PetscBLASInt B_IL, B_IU;
3121         PetscReal    eps = -1.0; /* dlamch? */
3122         PetscInt     nmin_s;
3123         PetscBool    compute_range = PETSC_FALSE;
3124 
3125         if (pcbddc->dbg_flag) {
3126           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]]);
3127         }
3128 
3129         compute_range = PETSC_FALSE;
3130         if (thresh > 1.+PETSC_SMALL && !same_data) {
3131           compute_range = PETSC_TRUE;
3132         }
3133 
3134         ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
3135         if (compute_range) {
3136 
3137           /* ask for eigenvalues larger than thresh */
3138 #if defined(PETSC_USE_COMPLEX)
3139           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));
3140 #else
3141           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));
3142 #endif
3143         } else if (!same_data) {
3144           B_IU = PetscMax(1,PetscMin(B_N,nmax));
3145           B_IL = 1;
3146 #if defined(PETSC_USE_COMPLEX)
3147           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));
3148 #else
3149           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));
3150 #endif
3151         } else { /* same_data is true, so just get the adaptive functional requested by the user */
3152           PetscInt k;
3153           if (!sub_schurs->change_primal_sub) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"This should not happen");
3154           ierr = ISGetLocalSize(sub_schurs->change_primal_sub[i],&nmax);CHKERRQ(ierr);
3155           ierr = PetscBLASIntCast(nmax,&B_neigs);CHKERRQ(ierr);
3156           nmin = nmax;
3157           ierr = PetscMemzero(eigv,subset_size*nmax*sizeof(PetscScalar));CHKERRQ(ierr);
3158           for (k=0;k<nmax;k++) {
3159             eigs[k] = 1./PETSC_SMALL;
3160             eigv[k*(subset_size+1)] = 1.0;
3161           }
3162         }
3163         ierr = PetscFPTrapPop();CHKERRQ(ierr);
3164         if (B_ierr) {
3165           if (B_ierr < 0 ) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: illegal value for argument %d",-(int)B_ierr);
3166           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);
3167           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);
3168         }
3169 
3170         if (B_neigs > nmax) {
3171           if (pcbddc->dbg_flag) {
3172             PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   found %d eigs, more than maximum required %d.\n",B_neigs,nmax);
3173           }
3174           if (pcbddc->use_deluxe_scaling) eigs_start = B_neigs -nmax;
3175           B_neigs = nmax;
3176         }
3177 
3178         nmin_s = PetscMin(nmin,B_N);
3179         if (B_neigs < nmin_s) {
3180           PetscBLASInt B_neigs2;
3181 
3182           if (pcbddc->use_deluxe_scaling) {
3183             B_IL = B_N - nmin_s + 1;
3184             B_IU = B_N - B_neigs;
3185           } else {
3186             B_IL = B_neigs + 1;
3187             B_IU = nmin_s;
3188           }
3189           if (pcbddc->dbg_flag) {
3190             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);
3191           }
3192           if (sub_schurs->is_hermitian) {
3193             PetscInt j,k;
3194             for (j=0;j<subset_size;j++) {
3195               for (k=j;k<subset_size;k++) {
3196                 S [j*subset_size+k] = Sarray [cumarray+j*subset_size+k];
3197                 St[j*subset_size+k] = Starray[cumarray+j*subset_size+k];
3198               }
3199             }
3200           } else {
3201             ierr = PetscMemcpy(S,Sarray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3202             ierr = PetscMemcpy(St,Starray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3203           }
3204           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
3205 #if defined(PETSC_USE_COMPLEX)
3206           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));
3207 #else
3208           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));
3209 #endif
3210           ierr = PetscFPTrapPop();CHKERRQ(ierr);
3211           B_neigs += B_neigs2;
3212         }
3213         if (B_ierr) {
3214           if (B_ierr < 0 ) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: illegal value for argument %d",-(int)B_ierr);
3215           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);
3216           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);
3217         }
3218         if (pcbddc->dbg_flag) {
3219           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   -> Got %d eigs\n",B_neigs);CHKERRQ(ierr);
3220           for (j=0;j<B_neigs;j++) {
3221             if (eigs[j] == 0.0) {
3222               ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"     Inf\n");CHKERRQ(ierr);
3223             } else {
3224               if (pcbddc->use_deluxe_scaling) {
3225                 ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"     %1.6e\n",eigs[j+eigs_start]);CHKERRQ(ierr);
3226               } else {
3227                 ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"     %1.6e\n",1./eigs[j+eigs_start]);CHKERRQ(ierr);
3228               }
3229             }
3230           }
3231         }
3232       } else {
3233           /* TODO */
3234       }
3235     }
3236     /* change the basis back to the original one */
3237     if (sub_schurs->change) {
3238       Mat change,phi,phit;
3239 
3240       if (pcbddc->dbg_flag > 1) {
3241         PetscInt ii;
3242         for (ii=0;ii<B_neigs;ii++) {
3243           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   -> Eigenvector (old basis) %d/%d (%d)\n",ii,B_neigs,B_N);CHKERRQ(ierr);
3244           for (j=0;j<B_N;j++) {
3245 #if defined(PETSC_USE_COMPLEX)
3246             PetscReal r = PetscRealPart(eigv[(ii+eigs_start)*subset_size+j]);
3247             PetscReal c = PetscImaginaryPart(eigv[(ii+eigs_start)*subset_size+j]);
3248             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e + %1.4e i\n",r,c);CHKERRQ(ierr);
3249 #else
3250             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e\n",eigv[(ii+eigs_start)*subset_size+j]);CHKERRQ(ierr);
3251 #endif
3252           }
3253         }
3254       }
3255       ierr = KSPGetOperators(sub_schurs->change[i],&change,NULL);CHKERRQ(ierr);
3256       ierr = MatCreateSeqDense(PETSC_COMM_SELF,subset_size,B_neigs,eigv+eigs_start*subset_size,&phit);CHKERRQ(ierr);
3257       ierr = MatMatMult(change,phit,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&phi);CHKERRQ(ierr);
3258       ierr = MatCopy(phi,phit,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
3259       ierr = MatDestroy(&phit);CHKERRQ(ierr);
3260       ierr = MatDestroy(&phi);CHKERRQ(ierr);
3261     }
3262     maxneigs = PetscMax(B_neigs,maxneigs);
3263     pcbddc->adaptive_constraints_n[i+nv] = B_neigs;
3264     if (B_neigs) {
3265       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);
3266 
3267       if (pcbddc->dbg_flag > 1) {
3268         PetscInt ii;
3269         for (ii=0;ii<B_neigs;ii++) {
3270           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   -> Eigenvector %d/%d (%d)\n",ii,B_neigs,B_N);CHKERRQ(ierr);
3271           for (j=0;j<B_N;j++) {
3272 #if defined(PETSC_USE_COMPLEX)
3273             PetscReal r = PetscRealPart(pcbddc->adaptive_constraints_data[ii*subset_size+j+pcbddc->adaptive_constraints_data_ptr[cum]]);
3274             PetscReal c = PetscImaginaryPart(pcbddc->adaptive_constraints_data[ii*subset_size+j+pcbddc->adaptive_constraints_data_ptr[cum]]);
3275             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e + %1.4e i\n",r,c);CHKERRQ(ierr);
3276 #else
3277             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e\n",pcbddc->adaptive_constraints_data[ii*subset_size+j+pcbddc->adaptive_constraints_data_ptr[cum]]);CHKERRQ(ierr);
3278 #endif
3279           }
3280         }
3281       }
3282       ierr = PetscMemcpy(pcbddc->adaptive_constraints_idxs+pcbddc->adaptive_constraints_idxs_ptr[cum],idxs,subset_size*sizeof(PetscInt));CHKERRQ(ierr);
3283       pcbddc->adaptive_constraints_idxs_ptr[cum+1] = pcbddc->adaptive_constraints_idxs_ptr[cum] + subset_size;
3284       pcbddc->adaptive_constraints_data_ptr[cum+1] = pcbddc->adaptive_constraints_data_ptr[cum] + subset_size*B_neigs;
3285       cum++;
3286     }
3287     ierr = ISRestoreIndices(sub_schurs->is_subs[i],&idxs);CHKERRQ(ierr);
3288     /* shift for next computation */
3289     cumarray += subset_size*subset_size;
3290   }
3291   if (pcbddc->dbg_flag) {
3292     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
3293   }
3294 
3295   if (mss) {
3296     ierr = MatSeqAIJRestoreArray(sub_schurs->sum_S_Ej_inv_all,&Sarray);CHKERRQ(ierr);
3297     ierr = MatSeqAIJRestoreArray(sub_schurs->sum_S_Ej_tilda_all,&Starray);CHKERRQ(ierr);
3298     /* destroy matrices (junk) */
3299     ierr = MatDestroy(&sub_schurs->sum_S_Ej_inv_all);CHKERRQ(ierr);
3300     ierr = MatDestroy(&sub_schurs->sum_S_Ej_tilda_all);CHKERRQ(ierr);
3301   }
3302   if (allocated_S_St) {
3303     ierr = PetscFree2(S,St);CHKERRQ(ierr);
3304   }
3305   ierr = PetscFree5(eigv,eigs,work,B_iwork,B_ifail);CHKERRQ(ierr);
3306 #if defined(PETSC_USE_COMPLEX)
3307   ierr = PetscFree(rwork);CHKERRQ(ierr);
3308 #endif
3309   if (pcbddc->dbg_flag) {
3310     PetscInt maxneigs_r;
3311     ierr = MPIU_Allreduce(&maxneigs,&maxneigs_r,1,MPIU_INT,MPI_MAX,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
3312     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Maximum number of constraints per cc %d\n",maxneigs_r);CHKERRQ(ierr);
3313   }
3314   PetscFunctionReturn(0);
3315 }
3316 
3317 PetscErrorCode PCBDDCSetUpSolvers(PC pc)
3318 {
3319   PetscScalar    *coarse_submat_vals;
3320   PetscErrorCode ierr;
3321 
3322   PetscFunctionBegin;
3323   /* Setup local scatters R_to_B and (optionally) R_to_D */
3324   /* PCBDDCSetUpLocalWorkVectors should be called first! */
3325   ierr = PCBDDCSetUpLocalScatters(pc);CHKERRQ(ierr);
3326 
3327   /* Setup local neumann solver ksp_R */
3328   /* PCBDDCSetUpLocalScatters should be called first! */
3329   ierr = PCBDDCSetUpLocalSolvers(pc,PETSC_FALSE,PETSC_TRUE);CHKERRQ(ierr);
3330 
3331   /*
3332      Setup local correction and local part of coarse basis.
3333      Gives back the dense local part of the coarse matrix in column major ordering
3334   */
3335   ierr = PCBDDCSetUpCorrection(pc,&coarse_submat_vals);CHKERRQ(ierr);
3336 
3337   /* Compute total number of coarse nodes and setup coarse solver */
3338   ierr = PCBDDCSetUpCoarseSolver(pc,coarse_submat_vals);CHKERRQ(ierr);
3339 
3340   /* free */
3341   ierr = PetscFree(coarse_submat_vals);CHKERRQ(ierr);
3342   PetscFunctionReturn(0);
3343 }
3344 
3345 PetscErrorCode PCBDDCResetCustomization(PC pc)
3346 {
3347   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3348   PetscErrorCode ierr;
3349 
3350   PetscFunctionBegin;
3351   ierr = ISDestroy(&pcbddc->user_primal_vertices);CHKERRQ(ierr);
3352   ierr = ISDestroy(&pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
3353   ierr = ISDestroy(&pcbddc->NeumannBoundaries);CHKERRQ(ierr);
3354   ierr = ISDestroy(&pcbddc->NeumannBoundariesLocal);CHKERRQ(ierr);
3355   ierr = ISDestroy(&pcbddc->DirichletBoundaries);CHKERRQ(ierr);
3356   ierr = MatNullSpaceDestroy(&pcbddc->onearnullspace);CHKERRQ(ierr);
3357   ierr = PetscFree(pcbddc->onearnullvecs_state);CHKERRQ(ierr);
3358   ierr = ISDestroy(&pcbddc->DirichletBoundariesLocal);CHKERRQ(ierr);
3359   ierr = PCBDDCSetDofsSplitting(pc,0,NULL);CHKERRQ(ierr);
3360   ierr = PCBDDCSetDofsSplittingLocal(pc,0,NULL);CHKERRQ(ierr);
3361   PetscFunctionReturn(0);
3362 }
3363 
3364 PetscErrorCode PCBDDCResetTopography(PC pc)
3365 {
3366   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3367   PetscInt       i;
3368   PetscErrorCode ierr;
3369 
3370   PetscFunctionBegin;
3371   ierr = MatDestroy(&pcbddc->nedcG);CHKERRQ(ierr);
3372   ierr = ISDestroy(&pcbddc->nedclocal);CHKERRQ(ierr);
3373   ierr = MatDestroy(&pcbddc->discretegradient);CHKERRQ(ierr);
3374   ierr = MatDestroy(&pcbddc->user_ChangeOfBasisMatrix);CHKERRQ(ierr);
3375   ierr = MatDestroy(&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
3376   ierr = MatDestroy(&pcbddc->switch_static_change);CHKERRQ(ierr);
3377   ierr = VecDestroy(&pcbddc->work_change);CHKERRQ(ierr);
3378   ierr = MatDestroy(&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
3379   ierr = MatDestroy(&pcbddc->divudotp);CHKERRQ(ierr);
3380   ierr = ISDestroy(&pcbddc->divudotp_vl2l);CHKERRQ(ierr);
3381   ierr = PCBDDCGraphDestroy(&pcbddc->mat_graph);CHKERRQ(ierr);
3382   for (i=0;i<pcbddc->n_local_subs;i++) {
3383     ierr = ISDestroy(&pcbddc->local_subs[i]);CHKERRQ(ierr);
3384   }
3385   pcbddc->n_local_subs = 0;
3386   ierr = PetscFree(pcbddc->local_subs);CHKERRQ(ierr);
3387   ierr = PCBDDCSubSchursDestroy(&pcbddc->sub_schurs);CHKERRQ(ierr);
3388   pcbddc->graphanalyzed        = PETSC_FALSE;
3389   pcbddc->recompute_topography = PETSC_TRUE;
3390   PetscFunctionReturn(0);
3391 }
3392 
3393 PetscErrorCode PCBDDCResetSolvers(PC pc)
3394 {
3395   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3396   PetscErrorCode ierr;
3397 
3398   PetscFunctionBegin;
3399   ierr = VecDestroy(&pcbddc->coarse_vec);CHKERRQ(ierr);
3400   if (pcbddc->coarse_phi_B) {
3401     PetscScalar *array;
3402     ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&array);CHKERRQ(ierr);
3403     ierr = PetscFree(array);CHKERRQ(ierr);
3404   }
3405   ierr = MatDestroy(&pcbddc->coarse_phi_B);CHKERRQ(ierr);
3406   ierr = MatDestroy(&pcbddc->coarse_phi_D);CHKERRQ(ierr);
3407   ierr = MatDestroy(&pcbddc->coarse_psi_B);CHKERRQ(ierr);
3408   ierr = MatDestroy(&pcbddc->coarse_psi_D);CHKERRQ(ierr);
3409   ierr = VecDestroy(&pcbddc->vec1_P);CHKERRQ(ierr);
3410   ierr = VecDestroy(&pcbddc->vec1_C);CHKERRQ(ierr);
3411   ierr = MatDestroy(&pcbddc->local_auxmat2);CHKERRQ(ierr);
3412   ierr = MatDestroy(&pcbddc->local_auxmat1);CHKERRQ(ierr);
3413   ierr = VecDestroy(&pcbddc->vec1_R);CHKERRQ(ierr);
3414   ierr = VecDestroy(&pcbddc->vec2_R);CHKERRQ(ierr);
3415   ierr = ISDestroy(&pcbddc->is_R_local);CHKERRQ(ierr);
3416   ierr = VecScatterDestroy(&pcbddc->R_to_B);CHKERRQ(ierr);
3417   ierr = VecScatterDestroy(&pcbddc->R_to_D);CHKERRQ(ierr);
3418   ierr = VecScatterDestroy(&pcbddc->coarse_loc_to_glob);CHKERRQ(ierr);
3419   ierr = KSPReset(pcbddc->ksp_D);CHKERRQ(ierr);
3420   ierr = KSPReset(pcbddc->ksp_R);CHKERRQ(ierr);
3421   ierr = KSPReset(pcbddc->coarse_ksp);CHKERRQ(ierr);
3422   ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
3423   ierr = PetscFree(pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
3424   ierr = PetscFree2(pcbddc->local_primal_ref_node,pcbddc->local_primal_ref_mult);CHKERRQ(ierr);
3425   ierr = PetscFree(pcbddc->global_primal_indices);CHKERRQ(ierr);
3426   ierr = ISDestroy(&pcbddc->coarse_subassembling);CHKERRQ(ierr);
3427   ierr = MatDestroy(&pcbddc->benign_change);CHKERRQ(ierr);
3428   ierr = VecDestroy(&pcbddc->benign_vec);CHKERRQ(ierr);
3429   ierr = PCBDDCBenignShellMat(pc,PETSC_TRUE);CHKERRQ(ierr);
3430   ierr = MatDestroy(&pcbddc->benign_B0);CHKERRQ(ierr);
3431   ierr = PetscSFDestroy(&pcbddc->benign_sf);CHKERRQ(ierr);
3432   if (pcbddc->benign_zerodiag_subs) {
3433     PetscInt i;
3434     for (i=0;i<pcbddc->benign_n;i++) {
3435       ierr = ISDestroy(&pcbddc->benign_zerodiag_subs[i]);CHKERRQ(ierr);
3436     }
3437     ierr = PetscFree(pcbddc->benign_zerodiag_subs);CHKERRQ(ierr);
3438   }
3439   ierr = PetscFree3(pcbddc->benign_p0_lidx,pcbddc->benign_p0_gidx,pcbddc->benign_p0);CHKERRQ(ierr);
3440   PetscFunctionReturn(0);
3441 }
3442 
3443 PetscErrorCode PCBDDCSetUpLocalWorkVectors(PC pc)
3444 {
3445   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3446   PC_IS          *pcis = (PC_IS*)pc->data;
3447   VecType        impVecType;
3448   PetscInt       n_constraints,n_R,old_size;
3449   PetscErrorCode ierr;
3450 
3451   PetscFunctionBegin;
3452   n_constraints = pcbddc->local_primal_size - pcbddc->benign_n - pcbddc->n_vertices;
3453   n_R = pcis->n - pcbddc->n_vertices;
3454   ierr = VecGetType(pcis->vec1_N,&impVecType);CHKERRQ(ierr);
3455   /* local work vectors (try to avoid unneeded work)*/
3456   /* R nodes */
3457   old_size = -1;
3458   if (pcbddc->vec1_R) {
3459     ierr = VecGetSize(pcbddc->vec1_R,&old_size);CHKERRQ(ierr);
3460   }
3461   if (n_R != old_size) {
3462     ierr = VecDestroy(&pcbddc->vec1_R);CHKERRQ(ierr);
3463     ierr = VecDestroy(&pcbddc->vec2_R);CHKERRQ(ierr);
3464     ierr = VecCreate(PetscObjectComm((PetscObject)pcis->vec1_N),&pcbddc->vec1_R);CHKERRQ(ierr);
3465     ierr = VecSetSizes(pcbddc->vec1_R,PETSC_DECIDE,n_R);CHKERRQ(ierr);
3466     ierr = VecSetType(pcbddc->vec1_R,impVecType);CHKERRQ(ierr);
3467     ierr = VecDuplicate(pcbddc->vec1_R,&pcbddc->vec2_R);CHKERRQ(ierr);
3468   }
3469   /* local primal dofs */
3470   old_size = -1;
3471   if (pcbddc->vec1_P) {
3472     ierr = VecGetSize(pcbddc->vec1_P,&old_size);CHKERRQ(ierr);
3473   }
3474   if (pcbddc->local_primal_size != old_size) {
3475     ierr = VecDestroy(&pcbddc->vec1_P);CHKERRQ(ierr);
3476     ierr = VecCreate(PetscObjectComm((PetscObject)pcis->vec1_N),&pcbddc->vec1_P);CHKERRQ(ierr);
3477     ierr = VecSetSizes(pcbddc->vec1_P,PETSC_DECIDE,pcbddc->local_primal_size);CHKERRQ(ierr);
3478     ierr = VecSetType(pcbddc->vec1_P,impVecType);CHKERRQ(ierr);
3479   }
3480   /* local explicit constraints */
3481   old_size = -1;
3482   if (pcbddc->vec1_C) {
3483     ierr = VecGetSize(pcbddc->vec1_C,&old_size);CHKERRQ(ierr);
3484   }
3485   if (n_constraints && n_constraints != old_size) {
3486     ierr = VecDestroy(&pcbddc->vec1_C);CHKERRQ(ierr);
3487     ierr = VecCreate(PetscObjectComm((PetscObject)pcis->vec1_N),&pcbddc->vec1_C);CHKERRQ(ierr);
3488     ierr = VecSetSizes(pcbddc->vec1_C,PETSC_DECIDE,n_constraints);CHKERRQ(ierr);
3489     ierr = VecSetType(pcbddc->vec1_C,impVecType);CHKERRQ(ierr);
3490   }
3491   PetscFunctionReturn(0);
3492 }
3493 
3494 PetscErrorCode PCBDDCSetUpCorrection(PC pc, PetscScalar **coarse_submat_vals_n)
3495 {
3496   PetscErrorCode  ierr;
3497   /* pointers to pcis and pcbddc */
3498   PC_IS*          pcis = (PC_IS*)pc->data;
3499   PC_BDDC*        pcbddc = (PC_BDDC*)pc->data;
3500   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
3501   /* submatrices of local problem */
3502   Mat             A_RV,A_VR,A_VV,local_auxmat2_R;
3503   /* submatrices of local coarse problem */
3504   Mat             S_VV,S_CV,S_VC,S_CC;
3505   /* working matrices */
3506   Mat             C_CR;
3507   /* additional working stuff */
3508   PC              pc_R;
3509   Mat             F,Brhs = NULL;
3510   Vec             dummy_vec;
3511   PetscBool       isLU,isCHOL,isILU,need_benign_correction,sparserhs;
3512   PetscScalar     *coarse_submat_vals; /* TODO: use a PETSc matrix */
3513   PetscScalar     *work;
3514   PetscInt        *idx_V_B;
3515   PetscInt        lda_rhs,n,n_vertices,n_constraints,*p0_lidx_I;
3516   PetscInt        i,n_R,n_D,n_B;
3517 
3518   /* some shortcuts to scalars */
3519   PetscScalar     one=1.0,m_one=-1.0;
3520 
3521   PetscFunctionBegin;
3522   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");
3523 
3524   /* Set Non-overlapping dimensions */
3525   n_vertices = pcbddc->n_vertices;
3526   n_constraints = pcbddc->local_primal_size - pcbddc->benign_n - n_vertices;
3527   n_B = pcis->n_B;
3528   n_D = pcis->n - n_B;
3529   n_R = pcis->n - n_vertices;
3530 
3531   /* vertices in boundary numbering */
3532   ierr = PetscMalloc1(n_vertices,&idx_V_B);CHKERRQ(ierr);
3533   ierr = ISGlobalToLocalMappingApply(pcis->BtoNmap,IS_GTOLM_DROP,n_vertices,pcbddc->local_primal_ref_node,&i,idx_V_B);CHKERRQ(ierr);
3534   if (i != n_vertices) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error in boundary numbering for BDDC vertices! %D != %D\n",n_vertices,i);
3535 
3536   /* Subdomain contribution (Non-overlapping) to coarse matrix  */
3537   ierr = PetscCalloc1(pcbddc->local_primal_size*pcbddc->local_primal_size,&coarse_submat_vals);CHKERRQ(ierr);
3538   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_vertices,n_vertices,coarse_submat_vals,&S_VV);CHKERRQ(ierr);
3539   ierr = MatSeqDenseSetLDA(S_VV,pcbddc->local_primal_size);CHKERRQ(ierr);
3540   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_constraints,n_vertices,coarse_submat_vals+n_vertices,&S_CV);CHKERRQ(ierr);
3541   ierr = MatSeqDenseSetLDA(S_CV,pcbddc->local_primal_size);CHKERRQ(ierr);
3542   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_vertices,n_constraints,coarse_submat_vals+pcbddc->local_primal_size*n_vertices,&S_VC);CHKERRQ(ierr);
3543   ierr = MatSeqDenseSetLDA(S_VC,pcbddc->local_primal_size);CHKERRQ(ierr);
3544   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_constraints,n_constraints,coarse_submat_vals+(pcbddc->local_primal_size+1)*n_vertices,&S_CC);CHKERRQ(ierr);
3545   ierr = MatSeqDenseSetLDA(S_CC,pcbddc->local_primal_size);CHKERRQ(ierr);
3546 
3547   /* determine if can use MatSolve routines instead of calling KSPSolve on ksp_R */
3548   ierr = KSPGetPC(pcbddc->ksp_R,&pc_R);CHKERRQ(ierr);
3549   ierr = PetscObjectTypeCompare((PetscObject)pc_R,PCLU,&isLU);CHKERRQ(ierr);
3550   ierr = PetscObjectTypeCompare((PetscObject)pc_R,PCILU,&isILU);CHKERRQ(ierr);
3551   ierr = PetscObjectTypeCompare((PetscObject)pc_R,PCCHOLESKY,&isCHOL);CHKERRQ(ierr);
3552   lda_rhs = n_R;
3553   need_benign_correction = PETSC_FALSE;
3554   if (isLU || isILU || isCHOL) {
3555     ierr = PCFactorGetMatrix(pc_R,&F);CHKERRQ(ierr);
3556   } else if (sub_schurs && sub_schurs->reuse_solver) {
3557     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3558     MatFactorType      type;
3559 
3560     F = reuse_solver->F;
3561     ierr = MatGetFactorType(F,&type);CHKERRQ(ierr);
3562     if (type == MAT_FACTOR_CHOLESKY) isCHOL = PETSC_TRUE;
3563     ierr = MatGetSize(F,&lda_rhs,NULL);CHKERRQ(ierr);
3564     need_benign_correction = (PetscBool)(!!reuse_solver->benign_n);
3565   } else {
3566     F = NULL;
3567   }
3568 
3569   /* determine if we can use a sparse right-hand side */
3570   sparserhs = PETSC_FALSE;
3571   if (F) {
3572     const MatSolverPackage solver;
3573 
3574     ierr = MatFactorGetSolverPackage(F,&solver);CHKERRQ(ierr);
3575     ierr = PetscStrcmp(solver,MATSOLVERMUMPS,&sparserhs);CHKERRQ(ierr);
3576   }
3577 
3578   /* allocate workspace */
3579   n = 0;
3580   if (n_constraints) {
3581     n += lda_rhs*n_constraints;
3582   }
3583   if (n_vertices) {
3584     n = PetscMax(2*lda_rhs*n_vertices,n);
3585     n = PetscMax((lda_rhs+n_B)*n_vertices,n);
3586   }
3587   if (!pcbddc->symmetric_primal) {
3588     n = PetscMax(2*lda_rhs*pcbddc->local_primal_size,n);
3589   }
3590   ierr = PetscMalloc1(n,&work);CHKERRQ(ierr);
3591 
3592   /* create dummy vector to modify rhs and sol of MatMatSolve (work array will never be used) */
3593   dummy_vec = NULL;
3594   if (need_benign_correction && lda_rhs != n_R && F) {
3595     ierr = VecCreateSeqWithArray(PETSC_COMM_SELF,1,lda_rhs,work,&dummy_vec);CHKERRQ(ierr);
3596   }
3597 
3598   /* Precompute stuffs needed for preprocessing and application of BDDC*/
3599   if (n_constraints) {
3600     Mat         M1,M2,M3,C_B;
3601     IS          is_aux;
3602     PetscScalar *array,*array2;
3603 
3604     ierr = MatDestroy(&pcbddc->local_auxmat1);CHKERRQ(ierr);
3605     ierr = MatDestroy(&pcbddc->local_auxmat2);CHKERRQ(ierr);
3606 
3607     /* Extract constraints on R nodes: C_{CR}  */
3608     ierr = ISCreateStride(PETSC_COMM_SELF,n_constraints,n_vertices,1,&is_aux);CHKERRQ(ierr);
3609     ierr = MatCreateSubMatrix(pcbddc->ConstraintMatrix,is_aux,pcbddc->is_R_local,MAT_INITIAL_MATRIX,&C_CR);CHKERRQ(ierr);
3610     ierr = MatCreateSubMatrix(pcbddc->ConstraintMatrix,is_aux,pcis->is_B_local,MAT_INITIAL_MATRIX,&C_B);CHKERRQ(ierr);
3611 
3612     /* Assemble         local_auxmat2_R =        (- A_{RR}^{-1} C^T_{CR}) needed by BDDC setup */
3613     /* Assemble pcbddc->local_auxmat2   = R_to_B (- A_{RR}^{-1} C^T_{CR}) needed by BDDC application */
3614     if (!sparserhs) {
3615       ierr = PetscMemzero(work,lda_rhs*n_constraints*sizeof(PetscScalar));CHKERRQ(ierr);
3616       for (i=0;i<n_constraints;i++) {
3617         const PetscScalar *row_cmat_values;
3618         const PetscInt    *row_cmat_indices;
3619         PetscInt          size_of_constraint,j;
3620 
3621         ierr = MatGetRow(C_CR,i,&size_of_constraint,&row_cmat_indices,&row_cmat_values);CHKERRQ(ierr);
3622         for (j=0;j<size_of_constraint;j++) {
3623           work[row_cmat_indices[j]+i*lda_rhs] = -row_cmat_values[j];
3624         }
3625         ierr = MatRestoreRow(C_CR,i,&size_of_constraint,&row_cmat_indices,&row_cmat_values);CHKERRQ(ierr);
3626       }
3627       ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_constraints,work,&Brhs);CHKERRQ(ierr);
3628     } else {
3629       Mat tC_CR;
3630 
3631       ierr = MatScale(C_CR,-1.0);CHKERRQ(ierr);
3632       if (lda_rhs != n_R) {
3633         PetscScalar *aa;
3634         PetscInt    r,*ii,*jj;
3635         PetscBool   done;
3636 
3637         ierr = MatGetRowIJ(C_CR,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
3638         if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"GetRowIJ failed");
3639         ierr = MatSeqAIJGetArray(C_CR,&aa);CHKERRQ(ierr);
3640         ierr = MatCreateSeqAIJWithArrays(PETSC_COMM_SELF,n_constraints,lda_rhs,ii,jj,aa,&tC_CR);CHKERRQ(ierr);
3641         ierr = MatRestoreRowIJ(C_CR,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
3642         if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"RestoreRowIJ failed");
3643       } else {
3644         ierr  = PetscObjectReference((PetscObject)C_CR);CHKERRQ(ierr);
3645         tC_CR = C_CR;
3646       }
3647       ierr = MatCreateTranspose(tC_CR,&Brhs);CHKERRQ(ierr);
3648       ierr = MatDestroy(&tC_CR);CHKERRQ(ierr);
3649     }
3650     ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_constraints,NULL,&local_auxmat2_R);CHKERRQ(ierr);
3651     if (F) {
3652       if (need_benign_correction) {
3653         PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3654 
3655         /* rhs is already zero on interior dofs, no need to change the rhs */
3656         ierr = PetscMemzero(reuse_solver->benign_save_vals,pcbddc->benign_n*sizeof(PetscScalar));CHKERRQ(ierr);
3657       }
3658       ierr = MatMatSolve(F,Brhs,local_auxmat2_R);CHKERRQ(ierr);
3659       if (need_benign_correction) {
3660         PetscScalar        *marr;
3661         PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3662 
3663         ierr = MatDenseGetArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
3664         if (lda_rhs != n_R) {
3665           for (i=0;i<n_constraints;i++) {
3666             ierr = VecPlaceArray(dummy_vec,marr+i*lda_rhs);CHKERRQ(ierr);
3667             ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,dummy_vec,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
3668             ierr = VecResetArray(dummy_vec);CHKERRQ(ierr);
3669           }
3670         } else {
3671           for (i=0;i<n_constraints;i++) {
3672             ierr = VecPlaceArray(pcbddc->vec1_R,marr+i*lda_rhs);CHKERRQ(ierr);
3673             ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,pcbddc->vec1_R,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
3674             ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3675           }
3676         }
3677         ierr = MatDenseRestoreArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
3678       }
3679     } else {
3680       PetscScalar *marr;
3681 
3682       ierr = MatDenseGetArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
3683       for (i=0;i<n_constraints;i++) {
3684         ierr = VecPlaceArray(pcbddc->vec1_R,work+i*lda_rhs);CHKERRQ(ierr);
3685         ierr = VecPlaceArray(pcbddc->vec2_R,marr+i*lda_rhs);CHKERRQ(ierr);
3686         ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
3687         ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3688         ierr = VecResetArray(pcbddc->vec2_R);CHKERRQ(ierr);
3689       }
3690       ierr = MatDenseRestoreArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
3691     }
3692     if (sparserhs) {
3693       ierr = MatScale(C_CR,-1.0);CHKERRQ(ierr);
3694     }
3695     ierr = MatDestroy(&Brhs);CHKERRQ(ierr);
3696     if (!pcbddc->switch_static) {
3697       ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_B,n_constraints,NULL,&pcbddc->local_auxmat2);CHKERRQ(ierr);
3698       ierr = MatDenseGetArray(pcbddc->local_auxmat2,&array);CHKERRQ(ierr);
3699       ierr = MatDenseGetArray(local_auxmat2_R,&array2);CHKERRQ(ierr);
3700       for (i=0;i<n_constraints;i++) {
3701         ierr = VecPlaceArray(pcbddc->vec1_R,array2+i*lda_rhs);CHKERRQ(ierr);
3702         ierr = VecPlaceArray(pcis->vec1_B,array+i*n_B);CHKERRQ(ierr);
3703         ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
3704         ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
3705         ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
3706         ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3707       }
3708       ierr = MatDenseRestoreArray(local_auxmat2_R,&array2);CHKERRQ(ierr);
3709       ierr = MatDenseRestoreArray(pcbddc->local_auxmat2,&array);CHKERRQ(ierr);
3710       ierr = MatMatMult(C_B,pcbddc->local_auxmat2,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&M3);CHKERRQ(ierr);
3711     } else {
3712       if (lda_rhs != n_R) {
3713         IS dummy;
3714 
3715         ierr = ISCreateStride(PETSC_COMM_SELF,n_R,0,1,&dummy);CHKERRQ(ierr);
3716         ierr = MatCreateSubMatrix(local_auxmat2_R,dummy,NULL,MAT_INITIAL_MATRIX,&pcbddc->local_auxmat2);CHKERRQ(ierr);
3717         ierr = ISDestroy(&dummy);CHKERRQ(ierr);
3718       } else {
3719         ierr = PetscObjectReference((PetscObject)local_auxmat2_R);CHKERRQ(ierr);
3720         pcbddc->local_auxmat2 = local_auxmat2_R;
3721       }
3722       ierr = MatMatMult(C_CR,pcbddc->local_auxmat2,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&M3);CHKERRQ(ierr);
3723     }
3724     ierr = ISDestroy(&is_aux);CHKERRQ(ierr);
3725     /* Assemble explicitly S_CC = ( C_{CR} A_{RR}^{-1} C^T_{CR} )^{-1}  */
3726     ierr = MatScale(M3,m_one);CHKERRQ(ierr);
3727     ierr = MatDuplicate(M3,MAT_DO_NOT_COPY_VALUES,&M1);CHKERRQ(ierr);
3728     ierr = MatDuplicate(M3,MAT_DO_NOT_COPY_VALUES,&M2);CHKERRQ(ierr);
3729     if (isCHOL) {
3730       ierr = MatCholeskyFactor(M3,NULL,NULL);CHKERRQ(ierr);
3731     } else {
3732       ierr = MatLUFactor(M3,NULL,NULL,NULL);CHKERRQ(ierr);
3733     }
3734     ierr = VecSet(pcbddc->vec1_C,one);CHKERRQ(ierr);
3735     ierr = MatDiagonalSet(M2,pcbddc->vec1_C,INSERT_VALUES);CHKERRQ(ierr);
3736     ierr = MatMatSolve(M3,M2,M1);CHKERRQ(ierr);
3737     ierr = MatDestroy(&M2);CHKERRQ(ierr);
3738     ierr = MatDestroy(&M3);CHKERRQ(ierr);
3739     /* Assemble local_auxmat1 = S_CC*C_{CB} needed by BDDC application in KSP and in preproc */
3740     ierr = MatMatMult(M1,C_B,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&pcbddc->local_auxmat1);CHKERRQ(ierr);
3741     ierr = MatDestroy(&C_B);CHKERRQ(ierr);
3742     ierr = MatCopy(M1,S_CC,SAME_NONZERO_PATTERN);CHKERRQ(ierr); /* S_CC can have a different LDA, MatMatSolve doesn't support it */
3743     ierr = MatDestroy(&M1);CHKERRQ(ierr);
3744   }
3745 
3746   /* Get submatrices from subdomain matrix */
3747   if (n_vertices) {
3748     IS        is_aux;
3749     PetscBool isseqaij;
3750 
3751     if (sub_schurs && sub_schurs->reuse_solver) { /* is_R_local is not sorted, ISComplement doesn't like it */
3752       IS tis;
3753 
3754       ierr = ISDuplicate(pcbddc->is_R_local,&tis);CHKERRQ(ierr);
3755       ierr = ISSort(tis);CHKERRQ(ierr);
3756       ierr = ISComplement(tis,0,pcis->n,&is_aux);CHKERRQ(ierr);
3757       ierr = ISDestroy(&tis);CHKERRQ(ierr);
3758     } else {
3759       ierr = ISComplement(pcbddc->is_R_local,0,pcis->n,&is_aux);CHKERRQ(ierr);
3760     }
3761     ierr = MatCreateSubMatrix(pcbddc->local_mat,pcbddc->is_R_local,is_aux,MAT_INITIAL_MATRIX,&A_RV);CHKERRQ(ierr);
3762     ierr = MatCreateSubMatrix(pcbddc->local_mat,is_aux,pcbddc->is_R_local,MAT_INITIAL_MATRIX,&A_VR);CHKERRQ(ierr);
3763     ierr = PetscObjectTypeCompare((PetscObject)A_VR,MATSEQAIJ,&isseqaij);CHKERRQ(ierr);
3764     if (!isseqaij) { /* MatMatMult(A_VR,A_RRmA_RV) below will raise an error */
3765       ierr = MatConvert(A_VR,MATSEQAIJ,MAT_INPLACE_MATRIX,&A_VR);CHKERRQ(ierr);
3766     }
3767     ierr = MatCreateSubMatrix(pcbddc->local_mat,is_aux,is_aux,MAT_INITIAL_MATRIX,&A_VV);CHKERRQ(ierr);
3768     ierr = ISDestroy(&is_aux);CHKERRQ(ierr);
3769   }
3770 
3771   /* Matrix of coarse basis functions (local) */
3772   if (pcbddc->coarse_phi_B) {
3773     PetscInt on_B,on_primal,on_D=n_D;
3774     if (pcbddc->coarse_phi_D) {
3775       ierr = MatGetSize(pcbddc->coarse_phi_D,&on_D,NULL);CHKERRQ(ierr);
3776     }
3777     ierr = MatGetSize(pcbddc->coarse_phi_B,&on_B,&on_primal);CHKERRQ(ierr);
3778     if (on_B != n_B || on_primal != pcbddc->local_primal_size || on_D != n_D) {
3779       PetscScalar *marray;
3780 
3781       ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&marray);CHKERRQ(ierr);
3782       ierr = PetscFree(marray);CHKERRQ(ierr);
3783       ierr = MatDestroy(&pcbddc->coarse_phi_B);CHKERRQ(ierr);
3784       ierr = MatDestroy(&pcbddc->coarse_psi_B);CHKERRQ(ierr);
3785       ierr = MatDestroy(&pcbddc->coarse_phi_D);CHKERRQ(ierr);
3786       ierr = MatDestroy(&pcbddc->coarse_psi_D);CHKERRQ(ierr);
3787     }
3788   }
3789 
3790   if (!pcbddc->coarse_phi_B) {
3791     PetscScalar *marr;
3792 
3793     /* memory size */
3794     n = n_B*pcbddc->local_primal_size;
3795     if (pcbddc->switch_static || pcbddc->dbg_flag) n += n_D*pcbddc->local_primal_size;
3796     if (!pcbddc->symmetric_primal) n *= 2;
3797     ierr  = PetscCalloc1(n,&marr);CHKERRQ(ierr);
3798     ierr  = MatCreateSeqDense(PETSC_COMM_SELF,n_B,pcbddc->local_primal_size,marr,&pcbddc->coarse_phi_B);CHKERRQ(ierr);
3799     marr += n_B*pcbddc->local_primal_size;
3800     if (pcbddc->switch_static || pcbddc->dbg_flag) {
3801       ierr  = MatCreateSeqDense(PETSC_COMM_SELF,n_D,pcbddc->local_primal_size,marr,&pcbddc->coarse_phi_D);CHKERRQ(ierr);
3802       marr += n_D*pcbddc->local_primal_size;
3803     }
3804     if (!pcbddc->symmetric_primal) {
3805       ierr  = MatCreateSeqDense(PETSC_COMM_SELF,n_B,pcbddc->local_primal_size,marr,&pcbddc->coarse_psi_B);CHKERRQ(ierr);
3806       marr += n_B*pcbddc->local_primal_size;
3807       if (pcbddc->switch_static || pcbddc->dbg_flag) {
3808         ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_D,pcbddc->local_primal_size,marr,&pcbddc->coarse_psi_D);CHKERRQ(ierr);
3809       }
3810     } else {
3811       ierr = PetscObjectReference((PetscObject)pcbddc->coarse_phi_B);CHKERRQ(ierr);
3812       pcbddc->coarse_psi_B = pcbddc->coarse_phi_B;
3813       if (pcbddc->switch_static || pcbddc->dbg_flag) {
3814         ierr = PetscObjectReference((PetscObject)pcbddc->coarse_phi_D);CHKERRQ(ierr);
3815         pcbddc->coarse_psi_D = pcbddc->coarse_phi_D;
3816       }
3817     }
3818   }
3819 
3820   /* We are now ready to evaluate coarse basis functions and subdomain contribution to coarse problem */
3821   p0_lidx_I = NULL;
3822   if (pcbddc->benign_n && (pcbddc->switch_static || pcbddc->dbg_flag)) {
3823     const PetscInt *idxs;
3824 
3825     ierr = ISGetIndices(pcis->is_I_local,&idxs);CHKERRQ(ierr);
3826     ierr = PetscMalloc1(pcbddc->benign_n,&p0_lidx_I);CHKERRQ(ierr);
3827     for (i=0;i<pcbddc->benign_n;i++) {
3828       ierr = PetscFindInt(pcbddc->benign_p0_lidx[i],pcis->n-pcis->n_B,idxs,&p0_lidx_I[i]);CHKERRQ(ierr);
3829     }
3830     ierr = ISRestoreIndices(pcis->is_I_local,&idxs);CHKERRQ(ierr);
3831   }
3832 
3833   /* vertices */
3834   if (n_vertices) {
3835     PetscBool restoreavr = PETSC_FALSE;
3836 
3837     ierr = MatConvert(A_VV,MATDENSE,MAT_INPLACE_MATRIX,&A_VV);CHKERRQ(ierr);
3838 
3839     if (n_R) {
3840       Mat          A_RRmA_RV,A_RV_bcorr=NULL,S_VVt; /* S_VVt with LDA=N */
3841       PetscBLASInt B_N,B_one = 1;
3842       PetscScalar  *x,*y;
3843 
3844       ierr = MatScale(A_RV,m_one);CHKERRQ(ierr);
3845       if (need_benign_correction) {
3846         ISLocalToGlobalMapping RtoN;
3847         IS                     is_p0;
3848         PetscInt               *idxs_p0,n;
3849 
3850         ierr = PetscMalloc1(pcbddc->benign_n,&idxs_p0);CHKERRQ(ierr);
3851         ierr = ISLocalToGlobalMappingCreateIS(pcbddc->is_R_local,&RtoN);CHKERRQ(ierr);
3852         ierr = ISGlobalToLocalMappingApply(RtoN,IS_GTOLM_DROP,pcbddc->benign_n,pcbddc->benign_p0_lidx,&n,idxs_p0);CHKERRQ(ierr);
3853         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);
3854         ierr = ISLocalToGlobalMappingDestroy(&RtoN);CHKERRQ(ierr);
3855         ierr = ISCreateGeneral(PETSC_COMM_SELF,n,idxs_p0,PETSC_OWN_POINTER,&is_p0);CHKERRQ(ierr);
3856         ierr = MatCreateSubMatrix(A_RV,is_p0,NULL,MAT_INITIAL_MATRIX,&A_RV_bcorr);CHKERRQ(ierr);
3857         ierr = ISDestroy(&is_p0);CHKERRQ(ierr);
3858       }
3859 
3860       ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_vertices,work,&A_RRmA_RV);CHKERRQ(ierr);
3861       if (!sparserhs || need_benign_correction) {
3862         if (lda_rhs == n_R) {
3863           ierr = MatConvert(A_RV,MATDENSE,MAT_INPLACE_MATRIX,&A_RV);CHKERRQ(ierr);
3864         } else {
3865           PetscScalar    *av,*array;
3866           const PetscInt *xadj,*adjncy;
3867           PetscInt       n;
3868           PetscBool      flg_row;
3869 
3870           array = work+lda_rhs*n_vertices;
3871           ierr = PetscMemzero(array,lda_rhs*n_vertices*sizeof(PetscScalar));CHKERRQ(ierr);
3872           ierr = MatConvert(A_RV,MATSEQAIJ,MAT_INPLACE_MATRIX,&A_RV);CHKERRQ(ierr);
3873           ierr = MatGetRowIJ(A_RV,0,PETSC_FALSE,PETSC_FALSE,&n,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
3874           ierr = MatSeqAIJGetArray(A_RV,&av);CHKERRQ(ierr);
3875           for (i=0;i<n;i++) {
3876             PetscInt j;
3877             for (j=xadj[i];j<xadj[i+1];j++) array[lda_rhs*adjncy[j]+i] = av[j];
3878           }
3879           ierr = MatRestoreRowIJ(A_RV,0,PETSC_FALSE,PETSC_FALSE,&n,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
3880           ierr = MatDestroy(&A_RV);CHKERRQ(ierr);
3881           ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_vertices,array,&A_RV);CHKERRQ(ierr);
3882         }
3883         if (need_benign_correction) {
3884           PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3885           PetscScalar        *marr;
3886 
3887           ierr = MatDenseGetArray(A_RV,&marr);CHKERRQ(ierr);
3888           /* need \Phi^T A_RV = (I+L)A_RV, L given by
3889 
3890                  | 0 0  0 | (V)
3891              L = | 0 0 -1 | (P-p0)
3892                  | 0 0 -1 | (p0)
3893 
3894           */
3895           for (i=0;i<reuse_solver->benign_n;i++) {
3896             const PetscScalar *vals;
3897             const PetscInt    *idxs,*idxs_zero;
3898             PetscInt          n,j,nz;
3899 
3900             ierr = ISGetLocalSize(reuse_solver->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
3901             ierr = ISGetIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
3902             ierr = MatGetRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
3903             for (j=0;j<n;j++) {
3904               PetscScalar val = vals[j];
3905               PetscInt    k,col = idxs[j];
3906               for (k=0;k<nz;k++) marr[idxs_zero[k]+lda_rhs*col] -= val;
3907             }
3908             ierr = MatRestoreRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
3909             ierr = ISRestoreIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
3910           }
3911           ierr = MatDenseRestoreArray(A_RV,&marr);CHKERRQ(ierr);
3912         }
3913         ierr = PetscObjectReference((PetscObject)A_RV);CHKERRQ(ierr);
3914         Brhs = A_RV;
3915       } else {
3916         Mat tA_RVT,A_RVT;
3917 
3918         if (!pcbddc->symmetric_primal) {
3919           ierr = MatTranspose(A_RV,MAT_INITIAL_MATRIX,&A_RVT);CHKERRQ(ierr);
3920         } else {
3921           restoreavr = PETSC_TRUE;
3922           ierr  = MatScale(A_VR,-1.0);CHKERRQ(ierr);
3923           ierr  = PetscObjectReference((PetscObject)A_VR);CHKERRQ(ierr);
3924           A_RVT = A_VR;
3925         }
3926         if (lda_rhs != n_R) {
3927           PetscScalar *aa;
3928           PetscInt    r,*ii,*jj;
3929           PetscBool   done;
3930 
3931           ierr = MatGetRowIJ(A_RVT,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
3932           if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"GetRowIJ failed");
3933           ierr = MatSeqAIJGetArray(A_RVT,&aa);CHKERRQ(ierr);
3934           ierr = MatCreateSeqAIJWithArrays(PETSC_COMM_SELF,n_vertices,lda_rhs,ii,jj,aa,&tA_RVT);CHKERRQ(ierr);
3935           ierr = MatRestoreRowIJ(A_RVT,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
3936           if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"RestoreRowIJ failed");
3937         } else {
3938           ierr   = PetscObjectReference((PetscObject)A_RVT);CHKERRQ(ierr);
3939           tA_RVT = A_RVT;
3940         }
3941         ierr = MatCreateTranspose(tA_RVT,&Brhs);CHKERRQ(ierr);
3942         ierr = MatDestroy(&tA_RVT);CHKERRQ(ierr);
3943         ierr = MatDestroy(&A_RVT);CHKERRQ(ierr);
3944       }
3945       if (F) {
3946         /* need to correct the rhs */
3947         if (need_benign_correction) {
3948           PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3949           PetscScalar        *marr;
3950 
3951           ierr = MatDenseGetArray(Brhs,&marr);CHKERRQ(ierr);
3952           if (lda_rhs != n_R) {
3953             for (i=0;i<n_vertices;i++) {
3954               ierr = VecPlaceArray(dummy_vec,marr+i*lda_rhs);CHKERRQ(ierr);
3955               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,dummy_vec,NULL,PETSC_FALSE,PETSC_TRUE);CHKERRQ(ierr);
3956               ierr = VecResetArray(dummy_vec);CHKERRQ(ierr);
3957             }
3958           } else {
3959             for (i=0;i<n_vertices;i++) {
3960               ierr = VecPlaceArray(pcbddc->vec1_R,marr+i*lda_rhs);CHKERRQ(ierr);
3961               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,pcbddc->vec1_R,NULL,PETSC_FALSE,PETSC_TRUE);CHKERRQ(ierr);
3962               ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3963             }
3964           }
3965           ierr = MatDenseRestoreArray(Brhs,&marr);CHKERRQ(ierr);
3966         }
3967         ierr = MatMatSolve(F,Brhs,A_RRmA_RV);CHKERRQ(ierr);
3968         if (restoreavr) {
3969           ierr = MatScale(A_VR,-1.0);CHKERRQ(ierr);
3970         }
3971         /* need to correct the solution */
3972         if (need_benign_correction) {
3973           PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3974           PetscScalar        *marr;
3975 
3976           ierr = MatDenseGetArray(A_RRmA_RV,&marr);CHKERRQ(ierr);
3977           if (lda_rhs != n_R) {
3978             for (i=0;i<n_vertices;i++) {
3979               ierr = VecPlaceArray(dummy_vec,marr+i*lda_rhs);CHKERRQ(ierr);
3980               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,dummy_vec,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
3981               ierr = VecResetArray(dummy_vec);CHKERRQ(ierr);
3982             }
3983           } else {
3984             for (i=0;i<n_vertices;i++) {
3985               ierr = VecPlaceArray(pcbddc->vec1_R,marr+i*lda_rhs);CHKERRQ(ierr);
3986               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,pcbddc->vec1_R,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
3987               ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3988             }
3989           }
3990           ierr = MatDenseRestoreArray(A_RRmA_RV,&marr);CHKERRQ(ierr);
3991         }
3992       } else {
3993         ierr = MatDenseGetArray(Brhs,&y);CHKERRQ(ierr);
3994         for (i=0;i<n_vertices;i++) {
3995           ierr = VecPlaceArray(pcbddc->vec1_R,y+i*lda_rhs);CHKERRQ(ierr);
3996           ierr = VecPlaceArray(pcbddc->vec2_R,work+i*lda_rhs);CHKERRQ(ierr);
3997           ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
3998           ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3999           ierr = VecResetArray(pcbddc->vec2_R);CHKERRQ(ierr);
4000         }
4001         ierr = MatDenseRestoreArray(Brhs,&y);CHKERRQ(ierr);
4002       }
4003       ierr = MatDestroy(&A_RV);CHKERRQ(ierr);
4004       ierr = MatDestroy(&Brhs);CHKERRQ(ierr);
4005       /* S_VV and S_CV */
4006       if (n_constraints) {
4007         Mat B;
4008 
4009         ierr = PetscMemzero(work+lda_rhs*n_vertices,n_B*n_vertices*sizeof(PetscScalar));CHKERRQ(ierr);
4010         for (i=0;i<n_vertices;i++) {
4011           ierr = VecPlaceArray(pcbddc->vec1_R,work+i*lda_rhs);CHKERRQ(ierr);
4012           ierr = VecPlaceArray(pcis->vec1_B,work+lda_rhs*n_vertices+i*n_B);CHKERRQ(ierr);
4013           ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4014           ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4015           ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
4016           ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4017         }
4018         ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_B,n_vertices,work+lda_rhs*n_vertices,&B);CHKERRQ(ierr);
4019         ierr = MatMatMult(pcbddc->local_auxmat1,B,MAT_REUSE_MATRIX,PETSC_DEFAULT,&S_CV);CHKERRQ(ierr);
4020         ierr = MatDestroy(&B);CHKERRQ(ierr);
4021         ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_vertices,work+lda_rhs*n_vertices,&B);CHKERRQ(ierr);
4022         ierr = MatMatMult(local_auxmat2_R,S_CV,MAT_REUSE_MATRIX,PETSC_DEFAULT,&B);CHKERRQ(ierr);
4023         ierr = MatScale(S_CV,m_one);CHKERRQ(ierr);
4024         ierr = PetscBLASIntCast(lda_rhs*n_vertices,&B_N);CHKERRQ(ierr);
4025         PetscStackCallBLAS("BLASaxpy",BLASaxpy_(&B_N,&one,work+lda_rhs*n_vertices,&B_one,work,&B_one));
4026         ierr = MatDestroy(&B);CHKERRQ(ierr);
4027       }
4028       if (lda_rhs != n_R) {
4029         ierr = MatDestroy(&A_RRmA_RV);CHKERRQ(ierr);
4030         ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_R,n_vertices,work,&A_RRmA_RV);CHKERRQ(ierr);
4031         ierr = MatSeqDenseSetLDA(A_RRmA_RV,lda_rhs);CHKERRQ(ierr);
4032       }
4033       ierr = MatMatMult(A_VR,A_RRmA_RV,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&S_VVt);CHKERRQ(ierr);
4034       /* need A_VR * \Phi * A_RRmA_RV = A_VR * (I+L)^T * A_RRmA_RV, L given as before */
4035       if (need_benign_correction) {
4036         PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4037         PetscScalar      *marr,*sums;
4038 
4039         ierr = PetscMalloc1(n_vertices,&sums);CHKERRQ(ierr);
4040         ierr = MatDenseGetArray(S_VVt,&marr);CHKERRQ(ierr);
4041         for (i=0;i<reuse_solver->benign_n;i++) {
4042           const PetscScalar *vals;
4043           const PetscInt    *idxs,*idxs_zero;
4044           PetscInt          n,j,nz;
4045 
4046           ierr = ISGetLocalSize(reuse_solver->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
4047           ierr = ISGetIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
4048           for (j=0;j<n_vertices;j++) {
4049             PetscInt k;
4050             sums[j] = 0.;
4051             for (k=0;k<nz;k++) sums[j] += work[idxs_zero[k]+j*lda_rhs];
4052           }
4053           ierr = MatGetRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
4054           for (j=0;j<n;j++) {
4055             PetscScalar val = vals[j];
4056             PetscInt k;
4057             for (k=0;k<n_vertices;k++) {
4058               marr[idxs[j]+k*n_vertices] += val*sums[k];
4059             }
4060           }
4061           ierr = MatRestoreRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
4062           ierr = ISRestoreIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
4063         }
4064         ierr = PetscFree(sums);CHKERRQ(ierr);
4065         ierr = MatDenseRestoreArray(S_VVt,&marr);CHKERRQ(ierr);
4066         ierr = MatDestroy(&A_RV_bcorr);CHKERRQ(ierr);
4067       }
4068       ierr = MatDestroy(&A_RRmA_RV);CHKERRQ(ierr);
4069       ierr = PetscBLASIntCast(n_vertices*n_vertices,&B_N);CHKERRQ(ierr);
4070       ierr = MatDenseGetArray(A_VV,&x);CHKERRQ(ierr);
4071       ierr = MatDenseGetArray(S_VVt,&y);CHKERRQ(ierr);
4072       PetscStackCallBLAS("BLASaxpy",BLASaxpy_(&B_N,&one,x,&B_one,y,&B_one));
4073       ierr = MatDenseRestoreArray(A_VV,&x);CHKERRQ(ierr);
4074       ierr = MatDenseRestoreArray(S_VVt,&y);CHKERRQ(ierr);
4075       ierr = MatCopy(S_VVt,S_VV,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
4076       ierr = MatDestroy(&S_VVt);CHKERRQ(ierr);
4077     } else {
4078       ierr = MatCopy(A_VV,S_VV,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
4079     }
4080     ierr = MatDestroy(&A_VV);CHKERRQ(ierr);
4081 
4082     /* coarse basis functions */
4083     for (i=0;i<n_vertices;i++) {
4084       PetscScalar *y;
4085 
4086       ierr = VecPlaceArray(pcbddc->vec1_R,work+lda_rhs*i);CHKERRQ(ierr);
4087       ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&y);CHKERRQ(ierr);
4088       ierr = VecPlaceArray(pcis->vec1_B,y+n_B*i);CHKERRQ(ierr);
4089       ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4090       ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4091       y[n_B*i+idx_V_B[i]] = 1.0;
4092       ierr = MatDenseRestoreArray(pcbddc->coarse_phi_B,&y);CHKERRQ(ierr);
4093       ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
4094 
4095       if (pcbddc->switch_static || pcbddc->dbg_flag) {
4096         PetscInt j;
4097 
4098         ierr = MatDenseGetArray(pcbddc->coarse_phi_D,&y);CHKERRQ(ierr);
4099         ierr = VecPlaceArray(pcis->vec1_D,y+n_D*i);CHKERRQ(ierr);
4100         ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4101         ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4102         ierr = VecResetArray(pcis->vec1_D);CHKERRQ(ierr);
4103         for (j=0;j<pcbddc->benign_n;j++) y[n_D*i+p0_lidx_I[j]] = 0.0;
4104         ierr = MatDenseRestoreArray(pcbddc->coarse_phi_D,&y);CHKERRQ(ierr);
4105       }
4106       ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4107     }
4108     /* if n_R == 0 the object is not destroyed */
4109     ierr = MatDestroy(&A_RV);CHKERRQ(ierr);
4110   }
4111   ierr = VecDestroy(&dummy_vec);CHKERRQ(ierr);
4112 
4113   if (n_constraints) {
4114     Mat B;
4115 
4116     ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_constraints,work,&B);CHKERRQ(ierr);
4117     ierr = MatScale(S_CC,m_one);CHKERRQ(ierr);
4118     ierr = MatMatMult(local_auxmat2_R,S_CC,MAT_REUSE_MATRIX,PETSC_DEFAULT,&B);CHKERRQ(ierr);
4119     ierr = MatScale(S_CC,m_one);CHKERRQ(ierr);
4120     if (n_vertices) {
4121       if (isCHOL || pcbddc->symmetric_primal) { /* if we can solve the interior problem with cholesky, we should also be fine with transposing here */
4122         ierr = MatTranspose(S_CV,MAT_REUSE_MATRIX,&S_VC);CHKERRQ(ierr);
4123       } else {
4124         Mat S_VCt;
4125 
4126         if (need_benign_correction) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Not yet coded");
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[2],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 = PetscStrcpy(dir_prefix,((PetscObject)pc)->prefix);CHKERRQ(ierr);
4901     ierr = PetscStrcpy(neu_prefix,((PetscObject)pc)->prefix);CHKERRQ(ierr);
4902     ierr = PetscStrcat(dir_prefix,"pc_bddc_dirichlet_");CHKERRQ(ierr);
4903     ierr = PetscStrcat(neu_prefix,"pc_bddc_neumann_");CHKERRQ(ierr);
4904   } else {
4905     ierr = PetscStrcpy(str_level,"");CHKERRQ(ierr);
4906     sprintf(str_level,"l%d_",(int)(pcbddc->current_level));
4907     ierr = PetscStrlen(((PetscObject)pc)->prefix,&len);CHKERRQ(ierr);
4908     len -= 15; /* remove "pc_bddc_coarse_" */
4909     if (pcbddc->current_level>1) len -= 3; /* remove "lX_" with X level number */
4910     if (pcbddc->current_level>10) len -= 1; /* remove another char from level number */
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 = PetscStrcat(dir_prefix,"pc_bddc_dirichlet_");CHKERRQ(ierr);
4914     ierr = PetscStrcat(neu_prefix,"pc_bddc_neumann_");CHKERRQ(ierr);
4915     ierr = PetscStrcat(dir_prefix,str_level);CHKERRQ(ierr);
4916     ierr = PetscStrcat(neu_prefix,str_level);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       ierr = PCFactorSetReuseFill(pc_temp,PETSC_TRUE);CHKERRQ(ierr);
4953     }
4954     ierr = KSPSetOperators(pcbddc->ksp_D,pcis->A_II,pcis->A_II);CHKERRQ(ierr);
4955     if (sub_schurs && sub_schurs->reuse_solver) {
4956       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4957 
4958       ierr = KSPSetPC(pcbddc->ksp_D,reuse_solver->interior_solver);CHKERRQ(ierr);
4959     }
4960     /* umfpack interface has a bug when matrix dimension is zero. TODO solve from umfpack interface */
4961     if (!n_D) {
4962       ierr = KSPGetPC(pcbddc->ksp_D,&pc_temp);CHKERRQ(ierr);
4963       ierr = PCSetType(pc_temp,PCNONE);CHKERRQ(ierr);
4964     }
4965     /* Set Up KSP for Dirichlet problem of BDDC */
4966     ierr = KSPSetUp(pcbddc->ksp_D);CHKERRQ(ierr);
4967     /* set ksp_D into pcis data */
4968     ierr = KSPDestroy(&pcis->ksp_D);CHKERRQ(ierr);
4969     ierr = PetscObjectReference((PetscObject)pcbddc->ksp_D);CHKERRQ(ierr);
4970     pcis->ksp_D = pcbddc->ksp_D;
4971   }
4972 
4973   /* NEUMANN PROBLEM */
4974   A_RR = 0;
4975   if (neumann) {
4976     PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
4977     PetscInt        ibs,mbs;
4978     PetscBool       issbaij, reuse_neumann_solver;
4979     Mat_IS*         matis = (Mat_IS*)pc->pmat->data;
4980 
4981     reuse_neumann_solver = PETSC_FALSE;
4982     if (sub_schurs && sub_schurs->reuse_solver) {
4983       IS iP;
4984 
4985       reuse_neumann_solver = PETSC_TRUE;
4986       ierr = PetscObjectQuery((PetscObject)sub_schurs->A,"__KSPFETIDP_iP",(PetscObject*)&iP);CHKERRQ(ierr);
4987       if (iP) reuse_neumann_solver = PETSC_FALSE;
4988     }
4989     /* Matrix for Neumann problem is A_RR -> we need to create/reuse it at this point */
4990     ierr = ISGetSize(pcbddc->is_R_local,&n_R);CHKERRQ(ierr);
4991     if (pcbddc->ksp_R) { /* already created ksp */
4992       PetscInt nn_R;
4993       ierr = KSPGetOperators(pcbddc->ksp_R,NULL,&A_RR);CHKERRQ(ierr);
4994       ierr = PetscObjectReference((PetscObject)A_RR);CHKERRQ(ierr);
4995       ierr = MatGetSize(A_RR,&nn_R,NULL);CHKERRQ(ierr);
4996       if (nn_R != n_R) { /* old ksp is not reusable, so reset it */
4997         ierr = KSPReset(pcbddc->ksp_R);CHKERRQ(ierr);
4998         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
4999         reuse = MAT_INITIAL_MATRIX;
5000       } else { /* same sizes, but nonzero pattern depend on primal vertices so it can be changed */
5001         if (pcbddc->new_primal_space_local) { /* we are not sure the matrix will have the same nonzero pattern */
5002           ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5003           reuse = MAT_INITIAL_MATRIX;
5004         } else { /* safe to reuse the matrix */
5005           reuse = MAT_REUSE_MATRIX;
5006         }
5007       }
5008       /* last check */
5009       if (pc->flag == DIFFERENT_NONZERO_PATTERN) {
5010         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5011         reuse = MAT_INITIAL_MATRIX;
5012       }
5013     } else { /* first time, so we need to create the matrix */
5014       reuse = MAT_INITIAL_MATRIX;
5015     }
5016     /* convert pcbddc->local_mat if needed later in PCBDDCSetUpCorrection */
5017     ierr = MatGetBlockSize(pcbddc->local_mat,&mbs);CHKERRQ(ierr);
5018     ierr = ISGetBlockSize(pcbddc->is_R_local,&ibs);CHKERRQ(ierr);
5019     ierr = PetscObjectTypeCompare((PetscObject)pcbddc->local_mat,MATSEQSBAIJ,&issbaij);CHKERRQ(ierr);
5020     if (ibs != mbs) { /* need to convert to SEQAIJ to extract any submatrix with is_R_local */
5021       if (matis->A == pcbddc->local_mat) {
5022         ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
5023         ierr = MatConvert(matis->A,MATSEQAIJ,MAT_INITIAL_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5024       } else {
5025         ierr = MatConvert(pcbddc->local_mat,MATSEQAIJ,MAT_INPLACE_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5026       }
5027     } else if (issbaij) { /* need to convert to BAIJ to get offdiagonal blocks */
5028       if (matis->A == pcbddc->local_mat) {
5029         ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
5030         ierr = MatConvert(matis->A,MATSEQBAIJ,MAT_INITIAL_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5031       } else {
5032         ierr = MatConvert(pcbddc->local_mat,MATSEQBAIJ,MAT_INPLACE_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5033       }
5034     }
5035     /* extract A_RR */
5036     if (reuse_neumann_solver) {
5037       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5038 
5039       if (pcbddc->dbg_flag) { /* we need A_RR to test the solver later */
5040         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5041         if (reuse_solver->benign_n) { /* we are not using the explicit change of basis on the pressures */
5042           ierr = PCBDDCBenignProject(pc,pcbddc->is_R_local,pcbddc->is_R_local,&A_RR);CHKERRQ(ierr);
5043         } else {
5044           ierr = MatCreateSubMatrix(pcbddc->local_mat,pcbddc->is_R_local,pcbddc->is_R_local,MAT_INITIAL_MATRIX,&A_RR);CHKERRQ(ierr);
5045         }
5046       } else {
5047         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5048         ierr = PCGetOperators(reuse_solver->correction_solver,&A_RR,NULL);CHKERRQ(ierr);
5049         ierr = PetscObjectReference((PetscObject)A_RR);CHKERRQ(ierr);
5050       }
5051     } else { /* we have to build the neumann solver, so we need to extract the relevant matrix */
5052       ierr = MatCreateSubMatrix(pcbddc->local_mat,pcbddc->is_R_local,pcbddc->is_R_local,reuse,&A_RR);CHKERRQ(ierr);
5053     }
5054     if (pcbddc->local_mat->symmetric_set) {
5055       ierr = MatSetOption(A_RR,MAT_SYMMETRIC,pcbddc->local_mat->symmetric_set);CHKERRQ(ierr);
5056     }
5057     if (!pcbddc->ksp_R) { /* create object if not present */
5058       ierr = KSPCreate(PETSC_COMM_SELF,&pcbddc->ksp_R);CHKERRQ(ierr);
5059       ierr = PetscObjectIncrementTabLevel((PetscObject)pcbddc->ksp_R,(PetscObject)pc,1);CHKERRQ(ierr);
5060       /* default */
5061       ierr = KSPSetType(pcbddc->ksp_R,KSPPREONLY);CHKERRQ(ierr);
5062       ierr = KSPSetOptionsPrefix(pcbddc->ksp_R,neu_prefix);CHKERRQ(ierr);
5063       ierr = KSPGetPC(pcbddc->ksp_R,&pc_temp);CHKERRQ(ierr);
5064       ierr = PetscObjectTypeCompare((PetscObject)A_RR,MATSEQSBAIJ,&issbaij);CHKERRQ(ierr);
5065       if (issbaij) {
5066         ierr = PCSetType(pc_temp,PCCHOLESKY);CHKERRQ(ierr);
5067       } else {
5068         ierr = PCSetType(pc_temp,PCLU);CHKERRQ(ierr);
5069       }
5070       /* Allow user's customization */
5071       ierr = KSPSetFromOptions(pcbddc->ksp_R);CHKERRQ(ierr);
5072       ierr = PCFactorSetReuseFill(pc_temp,PETSC_TRUE);CHKERRQ(ierr);
5073     }
5074     /* umfpack interface has a bug when matrix dimension is zero. TODO solve from umfpack interface */
5075     if (!n_R) {
5076       ierr = KSPGetPC(pcbddc->ksp_R,&pc_temp);CHKERRQ(ierr);
5077       ierr = PCSetType(pc_temp,PCNONE);CHKERRQ(ierr);
5078     }
5079     ierr = KSPSetOperators(pcbddc->ksp_R,A_RR,A_RR);CHKERRQ(ierr);
5080     /* Reuse solver if it is present */
5081     if (reuse_neumann_solver) {
5082       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5083 
5084       ierr = KSPSetPC(pcbddc->ksp_R,reuse_solver->correction_solver);CHKERRQ(ierr);
5085     }
5086     /* Set Up KSP for Neumann problem of BDDC */
5087     ierr = KSPSetUp(pcbddc->ksp_R);CHKERRQ(ierr);
5088   }
5089 
5090   if (pcbddc->dbg_flag) {
5091     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5092     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
5093     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
5094   }
5095 
5096   /* adapt Dirichlet and Neumann solvers if a nullspace correction has been requested */
5097   check_corr[0] = check_corr[1] = PETSC_FALSE;
5098   if (pcbddc->NullSpace_corr[0]) {
5099     ierr = PCBDDCSetUseExactDirichlet(pc,PETSC_FALSE);CHKERRQ(ierr);
5100   }
5101   if (dirichlet && pcbddc->NullSpace_corr[0] && !pcbddc->switch_static) {
5102     check_corr[0] = PETSC_TRUE;
5103     ierr = PCBDDCNullSpaceAssembleCorrection(pc,PETSC_TRUE,pcbddc->NullSpace_corr[1]);CHKERRQ(ierr);
5104   }
5105   if (neumann && pcbddc->NullSpace_corr[2]) {
5106     check_corr[1] = PETSC_TRUE;
5107     ierr = PCBDDCNullSpaceAssembleCorrection(pc,PETSC_FALSE,pcbddc->NullSpace_corr[3]);CHKERRQ(ierr);
5108   }
5109 
5110   /* check Dirichlet and Neumann solvers */
5111   if (pcbddc->dbg_flag) {
5112     if (dirichlet) { /* Dirichlet */
5113       ierr = VecSetRandom(pcis->vec1_D,NULL);CHKERRQ(ierr);
5114       ierr = MatMult(pcis->A_II,pcis->vec1_D,pcis->vec2_D);CHKERRQ(ierr);
5115       ierr = KSPSolve(pcbddc->ksp_D,pcis->vec2_D,pcis->vec2_D);CHKERRQ(ierr);
5116       ierr = VecAXPY(pcis->vec1_D,m_one,pcis->vec2_D);CHKERRQ(ierr);
5117       ierr = VecNorm(pcis->vec1_D,NORM_INFINITY,&value);CHKERRQ(ierr);
5118       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);
5119       if (check_corr[0]) {
5120         ierr = PCBDDCNullSpaceCheckCorrection(pc,PETSC_TRUE);CHKERRQ(ierr);
5121       }
5122       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5123     }
5124     if (neumann) { /* Neumann */
5125       ierr = VecSetRandom(pcbddc->vec1_R,NULL);CHKERRQ(ierr);
5126       ierr = MatMult(A_RR,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
5127       ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec2_R,pcbddc->vec2_R);CHKERRQ(ierr);
5128       ierr = VecAXPY(pcbddc->vec1_R,m_one,pcbddc->vec2_R);CHKERRQ(ierr);
5129       ierr = VecNorm(pcbddc->vec1_R,NORM_INFINITY,&value);CHKERRQ(ierr);
5130       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);
5131       if (check_corr[1]) {
5132         ierr = PCBDDCNullSpaceCheckCorrection(pc,PETSC_FALSE);CHKERRQ(ierr);
5133       }
5134       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5135     }
5136   }
5137   /* free Neumann problem's matrix */
5138   ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5139   PetscFunctionReturn(0);
5140 }
5141 
5142 static PetscErrorCode  PCBDDCSolveSubstructureCorrection(PC pc, Vec inout_B, Vec inout_D, PetscBool applytranspose)
5143 {
5144   PetscErrorCode  ierr;
5145   PC_BDDC*        pcbddc = (PC_BDDC*)(pc->data);
5146   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
5147   PetscBool       reuse_solver = sub_schurs ? ( sub_schurs->reuse_solver ? PETSC_TRUE : PETSC_FALSE ) : PETSC_FALSE;
5148 
5149   PetscFunctionBegin;
5150   if (!reuse_solver) {
5151     ierr = VecSet(pcbddc->vec1_R,0.);CHKERRQ(ierr);
5152   }
5153   if (!pcbddc->switch_static) {
5154     if (applytranspose && pcbddc->local_auxmat1) {
5155       ierr = MatMultTranspose(pcbddc->local_auxmat2,inout_B,pcbddc->vec1_C);CHKERRQ(ierr);
5156       ierr = MatMultTransposeAdd(pcbddc->local_auxmat1,pcbddc->vec1_C,inout_B,inout_B);CHKERRQ(ierr);
5157     }
5158     if (!reuse_solver) {
5159       ierr = VecScatterBegin(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5160       ierr = VecScatterEnd(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5161     } else {
5162       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5163 
5164       ierr = VecScatterBegin(reuse_solver->correction_scatter_B,inout_B,reuse_solver->rhs_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5165       ierr = VecScatterEnd(reuse_solver->correction_scatter_B,inout_B,reuse_solver->rhs_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5166     }
5167   } else {
5168     ierr = VecScatterBegin(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5169     ierr = VecScatterEnd(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5170     ierr = VecScatterBegin(pcbddc->R_to_D,inout_D,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5171     ierr = VecScatterEnd(pcbddc->R_to_D,inout_D,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5172     if (applytranspose && pcbddc->local_auxmat1) {
5173       ierr = MatMultTranspose(pcbddc->local_auxmat2,pcbddc->vec1_R,pcbddc->vec1_C);CHKERRQ(ierr);
5174       ierr = MatMultTransposeAdd(pcbddc->local_auxmat1,pcbddc->vec1_C,inout_B,inout_B);CHKERRQ(ierr);
5175       ierr = VecScatterBegin(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5176       ierr = VecScatterEnd(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5177     }
5178   }
5179   if (!reuse_solver || pcbddc->switch_static) {
5180     if (applytranspose) {
5181       ierr = KSPSolveTranspose(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec1_R);CHKERRQ(ierr);
5182     } else {
5183       ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec1_R);CHKERRQ(ierr);
5184     }
5185   } else {
5186     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5187 
5188     if (applytranspose) {
5189       ierr = MatFactorSolveSchurComplementTranspose(reuse_solver->F,reuse_solver->rhs_B,reuse_solver->sol_B);CHKERRQ(ierr);
5190     } else {
5191       ierr = MatFactorSolveSchurComplement(reuse_solver->F,reuse_solver->rhs_B,reuse_solver->sol_B);CHKERRQ(ierr);
5192     }
5193   }
5194   ierr = VecSet(inout_B,0.);CHKERRQ(ierr);
5195   if (!pcbddc->switch_static) {
5196     if (!reuse_solver) {
5197       ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5198       ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5199     } else {
5200       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5201 
5202       ierr = VecScatterBegin(reuse_solver->correction_scatter_B,reuse_solver->sol_B,inout_B,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5203       ierr = VecScatterEnd(reuse_solver->correction_scatter_B,reuse_solver->sol_B,inout_B,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5204     }
5205     if (!applytranspose && pcbddc->local_auxmat1) {
5206       ierr = MatMult(pcbddc->local_auxmat1,inout_B,pcbddc->vec1_C);CHKERRQ(ierr);
5207       ierr = MatMultAdd(pcbddc->local_auxmat2,pcbddc->vec1_C,inout_B,inout_B);CHKERRQ(ierr);
5208     }
5209   } else {
5210     ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5211     ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5212     ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5213     ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5214     if (!applytranspose && pcbddc->local_auxmat1) {
5215       ierr = MatMult(pcbddc->local_auxmat1,inout_B,pcbddc->vec1_C);CHKERRQ(ierr);
5216       ierr = MatMultAdd(pcbddc->local_auxmat2,pcbddc->vec1_C,pcbddc->vec1_R,pcbddc->vec1_R);CHKERRQ(ierr);
5217     }
5218     ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5219     ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5220     ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5221     ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5222   }
5223   PetscFunctionReturn(0);
5224 }
5225 
5226 /* parameter apply transpose determines if the interface preconditioner should be applied transposed or not */
5227 PetscErrorCode  PCBDDCApplyInterfacePreconditioner(PC pc, PetscBool applytranspose)
5228 {
5229   PetscErrorCode ierr;
5230   PC_BDDC*        pcbddc = (PC_BDDC*)(pc->data);
5231   PC_IS*            pcis = (PC_IS*)  (pc->data);
5232   const PetscScalar zero = 0.0;
5233 
5234   PetscFunctionBegin;
5235   /* Application of PSI^T or PHI^T (depending on applytranspose, see comment above) */
5236   if (!pcbddc->benign_apply_coarse_only) {
5237     if (applytranspose) {
5238       ierr = MatMultTranspose(pcbddc->coarse_phi_B,pcis->vec1_B,pcbddc->vec1_P);CHKERRQ(ierr);
5239       if (pcbddc->switch_static) { ierr = MatMultTransposeAdd(pcbddc->coarse_phi_D,pcis->vec1_D,pcbddc->vec1_P,pcbddc->vec1_P);CHKERRQ(ierr); }
5240     } else {
5241       ierr = MatMultTranspose(pcbddc->coarse_psi_B,pcis->vec1_B,pcbddc->vec1_P);CHKERRQ(ierr);
5242       if (pcbddc->switch_static) { ierr = MatMultTransposeAdd(pcbddc->coarse_psi_D,pcis->vec1_D,pcbddc->vec1_P,pcbddc->vec1_P);CHKERRQ(ierr); }
5243     }
5244   } else {
5245     ierr = VecSet(pcbddc->vec1_P,zero);CHKERRQ(ierr);
5246   }
5247 
5248   /* add p0 to the last value of vec1_P holding the coarse dof relative to p0 */
5249   if (pcbddc->benign_n) {
5250     PetscScalar *array;
5251     PetscInt    j;
5252 
5253     ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5254     for (j=0;j<pcbddc->benign_n;j++) array[pcbddc->local_primal_size-pcbddc->benign_n+j] += pcbddc->benign_p0[j];
5255     ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5256   }
5257 
5258   /* start communications from local primal nodes to rhs of coarse solver */
5259   ierr = VecSet(pcbddc->coarse_vec,zero);CHKERRQ(ierr);
5260   ierr = PCBDDCScatterCoarseDataBegin(pc,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5261   ierr = PCBDDCScatterCoarseDataEnd(pc,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5262 
5263   /* Coarse solution -> rhs and sol updated inside PCBDDCScattarCoarseDataBegin/End */
5264   if (pcbddc->coarse_ksp) {
5265     Mat          coarse_mat;
5266     Vec          rhs,sol;
5267     MatNullSpace nullsp;
5268     PetscBool    isbddc = PETSC_FALSE;
5269 
5270     if (pcbddc->benign_have_null) {
5271       PC        coarse_pc;
5272 
5273       ierr = KSPGetPC(pcbddc->coarse_ksp,&coarse_pc);CHKERRQ(ierr);
5274       ierr = PetscObjectTypeCompare((PetscObject)coarse_pc,PCBDDC,&isbddc);CHKERRQ(ierr);
5275       /* we need to propagate to coarser levels the need for a possible benign correction */
5276       if (isbddc && pcbddc->benign_apply_coarse_only && !pcbddc->benign_skip_correction) {
5277         PC_BDDC* coarsepcbddc = (PC_BDDC*)(coarse_pc->data);
5278         coarsepcbddc->benign_skip_correction = PETSC_FALSE;
5279         coarsepcbddc->benign_apply_coarse_only = PETSC_TRUE;
5280       }
5281     }
5282     ierr = KSPGetRhs(pcbddc->coarse_ksp,&rhs);CHKERRQ(ierr);
5283     ierr = KSPGetSolution(pcbddc->coarse_ksp,&sol);CHKERRQ(ierr);
5284     ierr = KSPGetOperators(pcbddc->coarse_ksp,&coarse_mat,NULL);CHKERRQ(ierr);
5285     ierr = MatGetNullSpace(coarse_mat,&nullsp);CHKERRQ(ierr);
5286     if (nullsp) {
5287       ierr = MatNullSpaceRemove(nullsp,rhs);CHKERRQ(ierr);
5288     }
5289     if (applytranspose) {
5290       if (pcbddc->benign_apply_coarse_only) SETERRQ(PetscObjectComm((PetscObject)pcbddc->coarse_ksp),PETSC_ERR_SUP,"Not yet implemented");
5291       ierr = KSPSolveTranspose(pcbddc->coarse_ksp,rhs,sol);CHKERRQ(ierr);
5292     } else {
5293       if (pcbddc->benign_apply_coarse_only && isbddc) { /* need just to apply the coarse preconditioner during presolve */
5294         PC        coarse_pc;
5295 
5296         ierr = KSPGetPC(pcbddc->coarse_ksp,&coarse_pc);CHKERRQ(ierr);
5297         ierr = PCPreSolve(coarse_pc,pcbddc->coarse_ksp);CHKERRQ(ierr);
5298         ierr = PCBDDCBenignRemoveInterior(coarse_pc,rhs,sol);CHKERRQ(ierr);
5299         ierr = PCPostSolve(coarse_pc,pcbddc->coarse_ksp);CHKERRQ(ierr);
5300       } else {
5301         ierr = KSPSolve(pcbddc->coarse_ksp,rhs,sol);CHKERRQ(ierr);
5302       }
5303     }
5304     /* we don't need the benign correction at coarser levels anymore */
5305     if (pcbddc->benign_have_null && isbddc) {
5306       PC        coarse_pc;
5307       PC_BDDC*  coarsepcbddc;
5308 
5309       ierr = KSPGetPC(pcbddc->coarse_ksp,&coarse_pc);CHKERRQ(ierr);
5310       coarsepcbddc = (PC_BDDC*)(coarse_pc->data);
5311       coarsepcbddc->benign_skip_correction = PETSC_TRUE;
5312       coarsepcbddc->benign_apply_coarse_only = PETSC_FALSE;
5313     }
5314     if (nullsp) {
5315       ierr = MatNullSpaceRemove(nullsp,sol);CHKERRQ(ierr);
5316     }
5317   }
5318 
5319   /* Local solution on R nodes */
5320   if (pcis->n && !pcbddc->benign_apply_coarse_only) {
5321     ierr = PCBDDCSolveSubstructureCorrection(pc,pcis->vec1_B,pcis->vec1_D,applytranspose);CHKERRQ(ierr);
5322   }
5323   /* communications from coarse sol to local primal nodes */
5324   ierr = PCBDDCScatterCoarseDataBegin(pc,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5325   ierr = PCBDDCScatterCoarseDataEnd(pc,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5326 
5327   /* Sum contributions from the two levels */
5328   if (!pcbddc->benign_apply_coarse_only) {
5329     if (applytranspose) {
5330       ierr = MatMultAdd(pcbddc->coarse_psi_B,pcbddc->vec1_P,pcis->vec1_B,pcis->vec1_B);CHKERRQ(ierr);
5331       if (pcbddc->switch_static) { ierr = MatMultAdd(pcbddc->coarse_psi_D,pcbddc->vec1_P,pcis->vec1_D,pcis->vec1_D);CHKERRQ(ierr); }
5332     } else {
5333       ierr = MatMultAdd(pcbddc->coarse_phi_B,pcbddc->vec1_P,pcis->vec1_B,pcis->vec1_B);CHKERRQ(ierr);
5334       if (pcbddc->switch_static) { ierr = MatMultAdd(pcbddc->coarse_phi_D,pcbddc->vec1_P,pcis->vec1_D,pcis->vec1_D);CHKERRQ(ierr); }
5335     }
5336     /* store p0 */
5337     if (pcbddc->benign_n) {
5338       PetscScalar *array;
5339       PetscInt    j;
5340 
5341       ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5342       for (j=0;j<pcbddc->benign_n;j++) pcbddc->benign_p0[j] = array[pcbddc->local_primal_size-pcbddc->benign_n+j];
5343       ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5344     }
5345   } else { /* expand the coarse solution */
5346     if (applytranspose) {
5347       ierr = MatMult(pcbddc->coarse_psi_B,pcbddc->vec1_P,pcis->vec1_B);CHKERRQ(ierr);
5348     } else {
5349       ierr = MatMult(pcbddc->coarse_phi_B,pcbddc->vec1_P,pcis->vec1_B);CHKERRQ(ierr);
5350     }
5351   }
5352   PetscFunctionReturn(0);
5353 }
5354 
5355 PetscErrorCode PCBDDCScatterCoarseDataBegin(PC pc,InsertMode imode, ScatterMode smode)
5356 {
5357   PetscErrorCode ierr;
5358   PC_BDDC*       pcbddc = (PC_BDDC*)(pc->data);
5359   PetscScalar    *array;
5360   Vec            from,to;
5361 
5362   PetscFunctionBegin;
5363   if (smode == SCATTER_REVERSE) { /* from global to local -> get data from coarse solution */
5364     from = pcbddc->coarse_vec;
5365     to = pcbddc->vec1_P;
5366     if (pcbddc->coarse_ksp) { /* get array from coarse processes */
5367       Vec tvec;
5368 
5369       ierr = KSPGetRhs(pcbddc->coarse_ksp,&tvec);CHKERRQ(ierr);
5370       ierr = VecResetArray(tvec);CHKERRQ(ierr);
5371       ierr = KSPGetSolution(pcbddc->coarse_ksp,&tvec);CHKERRQ(ierr);
5372       ierr = VecGetArray(tvec,&array);CHKERRQ(ierr);
5373       ierr = VecPlaceArray(from,array);CHKERRQ(ierr);
5374       ierr = VecRestoreArray(tvec,&array);CHKERRQ(ierr);
5375     }
5376   } else { /* from local to global -> put data in coarse right hand side */
5377     from = pcbddc->vec1_P;
5378     to = pcbddc->coarse_vec;
5379   }
5380   ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,from,to,imode,smode);CHKERRQ(ierr);
5381   PetscFunctionReturn(0);
5382 }
5383 
5384 PetscErrorCode PCBDDCScatterCoarseDataEnd(PC pc, InsertMode imode, ScatterMode smode)
5385 {
5386   PetscErrorCode ierr;
5387   PC_BDDC*       pcbddc = (PC_BDDC*)(pc->data);
5388   PetscScalar    *array;
5389   Vec            from,to;
5390 
5391   PetscFunctionBegin;
5392   if (smode == SCATTER_REVERSE) { /* from global to local -> get data from coarse solution */
5393     from = pcbddc->coarse_vec;
5394     to = pcbddc->vec1_P;
5395   } else { /* from local to global -> put data in coarse right hand side */
5396     from = pcbddc->vec1_P;
5397     to = pcbddc->coarse_vec;
5398   }
5399   ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,from,to,imode,smode);CHKERRQ(ierr);
5400   if (smode == SCATTER_FORWARD) {
5401     if (pcbddc->coarse_ksp) { /* get array from coarse processes */
5402       Vec tvec;
5403 
5404       ierr = KSPGetRhs(pcbddc->coarse_ksp,&tvec);CHKERRQ(ierr);
5405       ierr = VecGetArray(to,&array);CHKERRQ(ierr);
5406       ierr = VecPlaceArray(tvec,array);CHKERRQ(ierr);
5407       ierr = VecRestoreArray(to,&array);CHKERRQ(ierr);
5408     }
5409   } else {
5410     if (pcbddc->coarse_ksp) { /* restore array of pcbddc->coarse_vec */
5411      ierr = VecResetArray(from);CHKERRQ(ierr);
5412     }
5413   }
5414   PetscFunctionReturn(0);
5415 }
5416 
5417 /* uncomment for testing purposes */
5418 /* #define PETSC_MISSING_LAPACK_GESVD 1 */
5419 PetscErrorCode PCBDDCConstraintsSetUp(PC pc)
5420 {
5421   PetscErrorCode    ierr;
5422   PC_IS*            pcis = (PC_IS*)(pc->data);
5423   PC_BDDC*          pcbddc = (PC_BDDC*)pc->data;
5424   Mat_IS*           matis = (Mat_IS*)pc->pmat->data;
5425   /* one and zero */
5426   PetscScalar       one=1.0,zero=0.0;
5427   /* space to store constraints and their local indices */
5428   PetscScalar       *constraints_data;
5429   PetscInt          *constraints_idxs,*constraints_idxs_B;
5430   PetscInt          *constraints_idxs_ptr,*constraints_data_ptr;
5431   PetscInt          *constraints_n;
5432   /* iterators */
5433   PetscInt          i,j,k,total_counts,total_counts_cc,cum;
5434   /* BLAS integers */
5435   PetscBLASInt      lwork,lierr;
5436   PetscBLASInt      Blas_N,Blas_M,Blas_K,Blas_one=1;
5437   PetscBLASInt      Blas_LDA,Blas_LDB,Blas_LDC;
5438   /* reuse */
5439   PetscInt          olocal_primal_size,olocal_primal_size_cc;
5440   PetscInt          *olocal_primal_ref_node,*olocal_primal_ref_mult;
5441   /* change of basis */
5442   PetscBool         qr_needed;
5443   PetscBT           change_basis,qr_needed_idx;
5444   /* auxiliary stuff */
5445   PetscInt          *nnz,*is_indices;
5446   PetscInt          ncc;
5447   /* some quantities */
5448   PetscInt          n_vertices,total_primal_vertices,valid_constraints;
5449   PetscInt          size_of_constraint,max_size_of_constraint=0,max_constraints,temp_constraints;
5450 
5451   PetscFunctionBegin;
5452   /* Destroy Mat objects computed previously */
5453   ierr = MatDestroy(&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
5454   ierr = MatDestroy(&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
5455   ierr = MatDestroy(&pcbddc->switch_static_change);CHKERRQ(ierr);
5456   /* save info on constraints from previous setup (if any) */
5457   olocal_primal_size = pcbddc->local_primal_size;
5458   olocal_primal_size_cc = pcbddc->local_primal_size_cc;
5459   ierr = PetscMalloc2(olocal_primal_size_cc,&olocal_primal_ref_node,olocal_primal_size_cc,&olocal_primal_ref_mult);CHKERRQ(ierr);
5460   ierr = PetscMemcpy(olocal_primal_ref_node,pcbddc->local_primal_ref_node,olocal_primal_size_cc*sizeof(PetscInt));CHKERRQ(ierr);
5461   ierr = PetscMemcpy(olocal_primal_ref_mult,pcbddc->local_primal_ref_mult,olocal_primal_size_cc*sizeof(PetscInt));CHKERRQ(ierr);
5462   ierr = PetscFree2(pcbddc->local_primal_ref_node,pcbddc->local_primal_ref_mult);CHKERRQ(ierr);
5463   ierr = PetscFree(pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
5464 
5465   if (!pcbddc->adaptive_selection) {
5466     IS           ISForVertices,*ISForFaces,*ISForEdges;
5467     MatNullSpace nearnullsp;
5468     const Vec    *nearnullvecs;
5469     Vec          *localnearnullsp;
5470     PetscScalar  *array;
5471     PetscInt     n_ISForFaces,n_ISForEdges,nnsp_size;
5472     PetscBool    nnsp_has_cnst;
5473     /* LAPACK working arrays for SVD or POD */
5474     PetscBool    skip_lapack,boolforchange;
5475     PetscScalar  *work;
5476     PetscReal    *singular_vals;
5477 #if defined(PETSC_USE_COMPLEX)
5478     PetscReal    *rwork;
5479 #endif
5480 #if defined(PETSC_MISSING_LAPACK_GESVD)
5481     PetscScalar  *temp_basis,*correlation_mat;
5482 #else
5483     PetscBLASInt dummy_int=1;
5484     PetscScalar  dummy_scalar=1.;
5485 #endif
5486 
5487     /* Get index sets for faces, edges and vertices from graph */
5488     ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,&n_ISForFaces,&ISForFaces,&n_ISForEdges,&ISForEdges,&ISForVertices);CHKERRQ(ierr);
5489     /* print some info */
5490     if (pcbddc->dbg_flag && (!pcbddc->sub_schurs || pcbddc->sub_schurs_rebuild)) {
5491       PetscInt nv;
5492 
5493       ierr = PCBDDCGraphASCIIView(pcbddc->mat_graph,pcbddc->dbg_flag,pcbddc->dbg_viewer);CHKERRQ(ierr);
5494       ierr = ISGetSize(ISForVertices,&nv);CHKERRQ(ierr);
5495       ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
5496       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"--------------------------------------------------------------\n");CHKERRQ(ierr);
5497       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate vertices (%d)\n",PetscGlobalRank,nv,pcbddc->use_vertices);CHKERRQ(ierr);
5498       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate edges    (%d)\n",PetscGlobalRank,n_ISForEdges,pcbddc->use_edges);CHKERRQ(ierr);
5499       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate faces    (%d)\n",PetscGlobalRank,n_ISForFaces,pcbddc->use_faces);CHKERRQ(ierr);
5500       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5501       ierr = PetscViewerASCIIPopSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
5502     }
5503 
5504     /* free unneeded index sets */
5505     if (!pcbddc->use_vertices) {
5506       ierr = ISDestroy(&ISForVertices);CHKERRQ(ierr);
5507     }
5508     if (!pcbddc->use_edges) {
5509       for (i=0;i<n_ISForEdges;i++) {
5510         ierr = ISDestroy(&ISForEdges[i]);CHKERRQ(ierr);
5511       }
5512       ierr = PetscFree(ISForEdges);CHKERRQ(ierr);
5513       n_ISForEdges = 0;
5514     }
5515     if (!pcbddc->use_faces) {
5516       for (i=0;i<n_ISForFaces;i++) {
5517         ierr = ISDestroy(&ISForFaces[i]);CHKERRQ(ierr);
5518       }
5519       ierr = PetscFree(ISForFaces);CHKERRQ(ierr);
5520       n_ISForFaces = 0;
5521     }
5522 
5523     /* check if near null space is attached to global mat */
5524     ierr = MatGetNearNullSpace(pc->pmat,&nearnullsp);CHKERRQ(ierr);
5525     if (nearnullsp) {
5526       ierr = MatNullSpaceGetVecs(nearnullsp,&nnsp_has_cnst,&nnsp_size,&nearnullvecs);CHKERRQ(ierr);
5527       /* remove any stored info */
5528       ierr = MatNullSpaceDestroy(&pcbddc->onearnullspace);CHKERRQ(ierr);
5529       ierr = PetscFree(pcbddc->onearnullvecs_state);CHKERRQ(ierr);
5530       /* store information for BDDC solver reuse */
5531       ierr = PetscObjectReference((PetscObject)nearnullsp);CHKERRQ(ierr);
5532       pcbddc->onearnullspace = nearnullsp;
5533       ierr = PetscMalloc1(nnsp_size,&pcbddc->onearnullvecs_state);CHKERRQ(ierr);
5534       for (i=0;i<nnsp_size;i++) {
5535         ierr = PetscObjectStateGet((PetscObject)nearnullvecs[i],&pcbddc->onearnullvecs_state[i]);CHKERRQ(ierr);
5536       }
5537     } else { /* if near null space is not provided BDDC uses constants by default */
5538       nnsp_size = 0;
5539       nnsp_has_cnst = PETSC_TRUE;
5540     }
5541     /* get max number of constraints on a single cc */
5542     max_constraints = nnsp_size;
5543     if (nnsp_has_cnst) max_constraints++;
5544 
5545     /*
5546          Evaluate maximum storage size needed by the procedure
5547          - Indices for connected component i stored at "constraints_idxs + constraints_idxs_ptr[i]"
5548          - Values for constraints on connected component i stored at "constraints_data + constraints_data_ptr[i]"
5549          There can be multiple constraints per connected component
5550                                                                                                                                                            */
5551     n_vertices = 0;
5552     if (ISForVertices) {
5553       ierr = ISGetSize(ISForVertices,&n_vertices);CHKERRQ(ierr);
5554     }
5555     ncc = n_vertices+n_ISForFaces+n_ISForEdges;
5556     ierr = PetscMalloc3(ncc+1,&constraints_idxs_ptr,ncc+1,&constraints_data_ptr,ncc,&constraints_n);CHKERRQ(ierr);
5557 
5558     total_counts = n_ISForFaces+n_ISForEdges;
5559     total_counts *= max_constraints;
5560     total_counts += n_vertices;
5561     ierr = PetscBTCreate(total_counts,&change_basis);CHKERRQ(ierr);
5562 
5563     total_counts = 0;
5564     max_size_of_constraint = 0;
5565     for (i=0;i<n_ISForEdges+n_ISForFaces;i++) {
5566       IS used_is;
5567       if (i<n_ISForEdges) {
5568         used_is = ISForEdges[i];
5569       } else {
5570         used_is = ISForFaces[i-n_ISForEdges];
5571       }
5572       ierr = ISGetSize(used_is,&j);CHKERRQ(ierr);
5573       total_counts += j;
5574       max_size_of_constraint = PetscMax(j,max_size_of_constraint);
5575     }
5576     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);
5577 
5578     /* get local part of global near null space vectors */
5579     ierr = PetscMalloc1(nnsp_size,&localnearnullsp);CHKERRQ(ierr);
5580     for (k=0;k<nnsp_size;k++) {
5581       ierr = VecDuplicate(pcis->vec1_N,&localnearnullsp[k]);CHKERRQ(ierr);
5582       ierr = VecScatterBegin(matis->rctx,nearnullvecs[k],localnearnullsp[k],INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5583       ierr = VecScatterEnd(matis->rctx,nearnullvecs[k],localnearnullsp[k],INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5584     }
5585 
5586     /* whether or not to skip lapack calls */
5587     skip_lapack = PETSC_TRUE;
5588     if (n_ISForFaces+n_ISForEdges && max_constraints > 1 && !pcbddc->use_nnsp_true) skip_lapack = PETSC_FALSE;
5589 
5590     /* First we issue queries to allocate optimal workspace for LAPACKgesvd (or LAPACKsyev if SVD is missing) */
5591     if (!skip_lapack) {
5592       PetscScalar temp_work;
5593 
5594 #if defined(PETSC_MISSING_LAPACK_GESVD)
5595       /* Proper Orthogonal Decomposition (POD) using the snapshot method */
5596       ierr = PetscMalloc1(max_constraints*max_constraints,&correlation_mat);CHKERRQ(ierr);
5597       ierr = PetscMalloc1(max_constraints,&singular_vals);CHKERRQ(ierr);
5598       ierr = PetscMalloc1(max_size_of_constraint*max_constraints,&temp_basis);CHKERRQ(ierr);
5599 #if defined(PETSC_USE_COMPLEX)
5600       ierr = PetscMalloc1(3*max_constraints,&rwork);CHKERRQ(ierr);
5601 #endif
5602       /* now we evaluate the optimal workspace using query with lwork=-1 */
5603       ierr = PetscBLASIntCast(max_constraints,&Blas_N);CHKERRQ(ierr);
5604       ierr = PetscBLASIntCast(max_constraints,&Blas_LDA);CHKERRQ(ierr);
5605       lwork = -1;
5606       ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5607 #if !defined(PETSC_USE_COMPLEX)
5608       PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,&temp_work,&lwork,&lierr));
5609 #else
5610       PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,&temp_work,&lwork,rwork,&lierr));
5611 #endif
5612       ierr = PetscFPTrapPop();CHKERRQ(ierr);
5613       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to SYEV Lapack routine %d",(int)lierr);
5614 #else /* on missing GESVD */
5615       /* SVD */
5616       PetscInt max_n,min_n;
5617       max_n = max_size_of_constraint;
5618       min_n = max_constraints;
5619       if (max_size_of_constraint < max_constraints) {
5620         min_n = max_size_of_constraint;
5621         max_n = max_constraints;
5622       }
5623       ierr = PetscMalloc1(min_n,&singular_vals);CHKERRQ(ierr);
5624 #if defined(PETSC_USE_COMPLEX)
5625       ierr = PetscMalloc1(5*min_n,&rwork);CHKERRQ(ierr);
5626 #endif
5627       /* now we evaluate the optimal workspace using query with lwork=-1 */
5628       lwork = -1;
5629       ierr = PetscBLASIntCast(max_n,&Blas_M);CHKERRQ(ierr);
5630       ierr = PetscBLASIntCast(min_n,&Blas_N);CHKERRQ(ierr);
5631       ierr = PetscBLASIntCast(max_n,&Blas_LDA);CHKERRQ(ierr);
5632       ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5633 #if !defined(PETSC_USE_COMPLEX)
5634       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));
5635 #else
5636       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));
5637 #endif
5638       ierr = PetscFPTrapPop();CHKERRQ(ierr);
5639       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to GESVD Lapack routine %d",(int)lierr);
5640 #endif /* on missing GESVD */
5641       /* Allocate optimal workspace */
5642       ierr = PetscBLASIntCast((PetscInt)PetscRealPart(temp_work),&lwork);CHKERRQ(ierr);
5643       ierr = PetscMalloc1(lwork,&work);CHKERRQ(ierr);
5644     }
5645     /* Now we can loop on constraining sets */
5646     total_counts = 0;
5647     constraints_idxs_ptr[0] = 0;
5648     constraints_data_ptr[0] = 0;
5649     /* vertices */
5650     if (n_vertices) {
5651       ierr = ISGetIndices(ISForVertices,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5652       ierr = PetscMemcpy(constraints_idxs,is_indices,n_vertices*sizeof(PetscInt));CHKERRQ(ierr);
5653       for (i=0;i<n_vertices;i++) {
5654         constraints_n[total_counts] = 1;
5655         constraints_data[total_counts] = 1.0;
5656         constraints_idxs_ptr[total_counts+1] = constraints_idxs_ptr[total_counts]+1;
5657         constraints_data_ptr[total_counts+1] = constraints_data_ptr[total_counts]+1;
5658         total_counts++;
5659       }
5660       ierr = ISRestoreIndices(ISForVertices,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5661       n_vertices = total_counts;
5662     }
5663 
5664     /* edges and faces */
5665     total_counts_cc = total_counts;
5666     for (ncc=0;ncc<n_ISForEdges+n_ISForFaces;ncc++) {
5667       IS        used_is;
5668       PetscBool idxs_copied = PETSC_FALSE;
5669 
5670       if (ncc<n_ISForEdges) {
5671         used_is = ISForEdges[ncc];
5672         boolforchange = pcbddc->use_change_of_basis; /* change or not the basis on the edge */
5673       } else {
5674         used_is = ISForFaces[ncc-n_ISForEdges];
5675         boolforchange = (PetscBool)(pcbddc->use_change_of_basis && pcbddc->use_change_on_faces); /* change or not the basis on the face */
5676       }
5677       temp_constraints = 0;          /* zero the number of constraints I have on this conn comp */
5678 
5679       ierr = ISGetSize(used_is,&size_of_constraint);CHKERRQ(ierr);
5680       ierr = ISGetIndices(used_is,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5681       /* change of basis should not be performed on local periodic nodes */
5682       if (pcbddc->mat_graph->mirrors && pcbddc->mat_graph->mirrors[is_indices[0]]) boolforchange = PETSC_FALSE;
5683       if (nnsp_has_cnst) {
5684         PetscScalar quad_value;
5685 
5686         ierr = PetscMemcpy(constraints_idxs + constraints_idxs_ptr[total_counts_cc],is_indices,size_of_constraint*sizeof(PetscInt));CHKERRQ(ierr);
5687         idxs_copied = PETSC_TRUE;
5688 
5689         if (!pcbddc->use_nnsp_true) {
5690           quad_value = (PetscScalar)(1.0/PetscSqrtReal((PetscReal)size_of_constraint));
5691         } else {
5692           quad_value = 1.0;
5693         }
5694         for (j=0;j<size_of_constraint;j++) {
5695           constraints_data[constraints_data_ptr[total_counts_cc]+j] = quad_value;
5696         }
5697         temp_constraints++;
5698         total_counts++;
5699       }
5700       for (k=0;k<nnsp_size;k++) {
5701         PetscReal real_value;
5702         PetscScalar *ptr_to_data;
5703 
5704         ierr = VecGetArrayRead(localnearnullsp[k],(const PetscScalar**)&array);CHKERRQ(ierr);
5705         ptr_to_data = &constraints_data[constraints_data_ptr[total_counts_cc]+temp_constraints*size_of_constraint];
5706         for (j=0;j<size_of_constraint;j++) {
5707           ptr_to_data[j] = array[is_indices[j]];
5708         }
5709         ierr = VecRestoreArrayRead(localnearnullsp[k],(const PetscScalar**)&array);CHKERRQ(ierr);
5710         /* check if array is null on the connected component */
5711         ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
5712         PetscStackCallBLAS("BLASasum",real_value = BLASasum_(&Blas_N,ptr_to_data,&Blas_one));
5713         if (real_value > 0.0) { /* keep indices and values */
5714           temp_constraints++;
5715           total_counts++;
5716           if (!idxs_copied) {
5717             ierr = PetscMemcpy(constraints_idxs + constraints_idxs_ptr[total_counts_cc],is_indices,size_of_constraint*sizeof(PetscInt));CHKERRQ(ierr);
5718             idxs_copied = PETSC_TRUE;
5719           }
5720         }
5721       }
5722       ierr = ISRestoreIndices(used_is,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5723       valid_constraints = temp_constraints;
5724       if (!pcbddc->use_nnsp_true && temp_constraints) {
5725         if (temp_constraints == 1) { /* just normalize the constraint */
5726           PetscScalar norm,*ptr_to_data;
5727 
5728           ptr_to_data = &constraints_data[constraints_data_ptr[total_counts_cc]];
5729           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
5730           PetscStackCallBLAS("BLASdot",norm = BLASdot_(&Blas_N,ptr_to_data,&Blas_one,ptr_to_data,&Blas_one));
5731           norm = 1.0/PetscSqrtReal(PetscRealPart(norm));
5732           PetscStackCallBLAS("BLASscal",BLASscal_(&Blas_N,&norm,ptr_to_data,&Blas_one));
5733         } else { /* perform SVD */
5734           PetscReal   tol = 1.0e-8; /* tolerance for retaining eigenmodes */
5735           PetscScalar *ptr_to_data = &constraints_data[constraints_data_ptr[total_counts_cc]];
5736 
5737 #if defined(PETSC_MISSING_LAPACK_GESVD)
5738           /* SVD: Y = U*S*V^H                -> U (eigenvectors of Y*Y^H) = Y*V*(S)^\dag
5739              POD: Y^H*Y = V*D*V^H, D = S^H*S -> U = Y*V*D^(-1/2)
5740              -> When PETSC_USE_COMPLEX and PETSC_MISSING_LAPACK_GESVD are defined
5741                 the constraints basis will differ (by a complex factor with absolute value equal to 1)
5742                 from that computed using LAPACKgesvd
5743              -> This is due to a different computation of eigenvectors in LAPACKheev
5744              -> The quality of the POD-computed basis will be the same */
5745           ierr = PetscMemzero(correlation_mat,temp_constraints*temp_constraints*sizeof(PetscScalar));CHKERRQ(ierr);
5746           /* Store upper triangular part of correlation matrix */
5747           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
5748           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5749           for (j=0;j<temp_constraints;j++) {
5750             for (k=0;k<j+1;k++) {
5751               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));
5752             }
5753           }
5754           /* compute eigenvalues and eigenvectors of correlation matrix */
5755           ierr = PetscBLASIntCast(temp_constraints,&Blas_N);CHKERRQ(ierr);
5756           ierr = PetscBLASIntCast(temp_constraints,&Blas_LDA);CHKERRQ(ierr);
5757 #if !defined(PETSC_USE_COMPLEX)
5758           PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,work,&lwork,&lierr));
5759 #else
5760           PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,work,&lwork,rwork,&lierr));
5761 #endif
5762           ierr = PetscFPTrapPop();CHKERRQ(ierr);
5763           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYEV Lapack routine %d",(int)lierr);
5764           /* retain eigenvalues greater than tol: note that LAPACKsyev gives eigs in ascending order */
5765           j = 0;
5766           while (j < temp_constraints && singular_vals[j] < tol) j++;
5767           total_counts = total_counts-j;
5768           valid_constraints = temp_constraints-j;
5769           /* scale and copy POD basis into used quadrature memory */
5770           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
5771           ierr = PetscBLASIntCast(temp_constraints,&Blas_N);CHKERRQ(ierr);
5772           ierr = PetscBLASIntCast(temp_constraints,&Blas_K);CHKERRQ(ierr);
5773           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
5774           ierr = PetscBLASIntCast(temp_constraints,&Blas_LDB);CHKERRQ(ierr);
5775           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDC);CHKERRQ(ierr);
5776           if (j<temp_constraints) {
5777             PetscInt ii;
5778             for (k=j;k<temp_constraints;k++) singular_vals[k] = 1.0/PetscSqrtReal(singular_vals[k]);
5779             ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5780             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));
5781             ierr = PetscFPTrapPop();CHKERRQ(ierr);
5782             for (k=0;k<temp_constraints-j;k++) {
5783               for (ii=0;ii<size_of_constraint;ii++) {
5784                 ptr_to_data[k*size_of_constraint+ii] = singular_vals[temp_constraints-1-k]*temp_basis[(temp_constraints-1-k)*size_of_constraint+ii];
5785               }
5786             }
5787           }
5788 #else  /* on missing GESVD */
5789           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
5790           ierr = PetscBLASIntCast(temp_constraints,&Blas_N);CHKERRQ(ierr);
5791           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
5792           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5793 #if !defined(PETSC_USE_COMPLEX)
5794           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));
5795 #else
5796           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));
5797 #endif
5798           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in GESVD Lapack routine %d",(int)lierr);
5799           ierr = PetscFPTrapPop();CHKERRQ(ierr);
5800           /* retain eigenvalues greater than tol: note that LAPACKgesvd gives eigs in descending order */
5801           k = temp_constraints;
5802           if (k > size_of_constraint) k = size_of_constraint;
5803           j = 0;
5804           while (j < k && singular_vals[k-j-1] < tol) j++;
5805           valid_constraints = k-j;
5806           total_counts = total_counts-temp_constraints+valid_constraints;
5807 #endif /* on missing GESVD */
5808         }
5809       }
5810       /* update pointers information */
5811       if (valid_constraints) {
5812         constraints_n[total_counts_cc] = valid_constraints;
5813         constraints_idxs_ptr[total_counts_cc+1] = constraints_idxs_ptr[total_counts_cc]+size_of_constraint;
5814         constraints_data_ptr[total_counts_cc+1] = constraints_data_ptr[total_counts_cc]+size_of_constraint*valid_constraints;
5815         /* set change_of_basis flag */
5816         if (boolforchange) {
5817           PetscBTSet(change_basis,total_counts_cc);
5818         }
5819         total_counts_cc++;
5820       }
5821     }
5822     /* free workspace */
5823     if (!skip_lapack) {
5824       ierr = PetscFree(work);CHKERRQ(ierr);
5825 #if defined(PETSC_USE_COMPLEX)
5826       ierr = PetscFree(rwork);CHKERRQ(ierr);
5827 #endif
5828       ierr = PetscFree(singular_vals);CHKERRQ(ierr);
5829 #if defined(PETSC_MISSING_LAPACK_GESVD)
5830       ierr = PetscFree(correlation_mat);CHKERRQ(ierr);
5831       ierr = PetscFree(temp_basis);CHKERRQ(ierr);
5832 #endif
5833     }
5834     for (k=0;k<nnsp_size;k++) {
5835       ierr = VecDestroy(&localnearnullsp[k]);CHKERRQ(ierr);
5836     }
5837     ierr = PetscFree(localnearnullsp);CHKERRQ(ierr);
5838     /* free index sets of faces, edges and vertices */
5839     for (i=0;i<n_ISForFaces;i++) {
5840       ierr = ISDestroy(&ISForFaces[i]);CHKERRQ(ierr);
5841     }
5842     if (n_ISForFaces) {
5843       ierr = PetscFree(ISForFaces);CHKERRQ(ierr);
5844     }
5845     for (i=0;i<n_ISForEdges;i++) {
5846       ierr = ISDestroy(&ISForEdges[i]);CHKERRQ(ierr);
5847     }
5848     if (n_ISForEdges) {
5849       ierr = PetscFree(ISForEdges);CHKERRQ(ierr);
5850     }
5851     ierr = ISDestroy(&ISForVertices);CHKERRQ(ierr);
5852   } else {
5853     PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
5854 
5855     total_counts = 0;
5856     n_vertices = 0;
5857     if (sub_schurs->is_vertices && pcbddc->use_vertices) {
5858       ierr = ISGetLocalSize(sub_schurs->is_vertices,&n_vertices);CHKERRQ(ierr);
5859     }
5860     max_constraints = 0;
5861     total_counts_cc = 0;
5862     for (i=0;i<sub_schurs->n_subs+n_vertices;i++) {
5863       total_counts += pcbddc->adaptive_constraints_n[i];
5864       if (pcbddc->adaptive_constraints_n[i]) total_counts_cc++;
5865       max_constraints = PetscMax(max_constraints,pcbddc->adaptive_constraints_n[i]);
5866     }
5867     constraints_idxs_ptr = pcbddc->adaptive_constraints_idxs_ptr;
5868     constraints_data_ptr = pcbddc->adaptive_constraints_data_ptr;
5869     constraints_idxs = pcbddc->adaptive_constraints_idxs;
5870     constraints_data = pcbddc->adaptive_constraints_data;
5871     /* constraints_n differs from pcbddc->adaptive_constraints_n */
5872     ierr = PetscMalloc1(total_counts_cc,&constraints_n);CHKERRQ(ierr);
5873     total_counts_cc = 0;
5874     for (i=0;i<sub_schurs->n_subs+n_vertices;i++) {
5875       if (pcbddc->adaptive_constraints_n[i]) {
5876         constraints_n[total_counts_cc++] = pcbddc->adaptive_constraints_n[i];
5877       }
5878     }
5879 #if 0
5880     printf("Found %d totals (%d)\n",total_counts_cc,total_counts);
5881     for (i=0;i<total_counts_cc;i++) {
5882       printf("const %d, start %d",i,constraints_idxs_ptr[i]);
5883       printf(" end %d:\n",constraints_idxs_ptr[i+1]);
5884       for (j=constraints_idxs_ptr[i];j<constraints_idxs_ptr[i+1];j++) {
5885         printf(" %d",constraints_idxs[j]);
5886       }
5887       printf("\n");
5888       printf("number of cc: %d\n",constraints_n[i]);
5889     }
5890     for (i=0;i<n_vertices;i++) {
5891       PetscPrintf(PETSC_COMM_SELF,"[%d] vertex %d, n %d\n",PetscGlobalRank,i,pcbddc->adaptive_constraints_n[i]);
5892     }
5893     for (i=0;i<sub_schurs->n_subs;i++) {
5894       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]);
5895     }
5896 #endif
5897 
5898     max_size_of_constraint = 0;
5899     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]);
5900     ierr = PetscMalloc1(constraints_idxs_ptr[total_counts_cc],&constraints_idxs_B);CHKERRQ(ierr);
5901     /* Change of basis */
5902     ierr = PetscBTCreate(total_counts_cc,&change_basis);CHKERRQ(ierr);
5903     if (pcbddc->use_change_of_basis) {
5904       for (i=0;i<sub_schurs->n_subs;i++) {
5905         if (PetscBTLookup(sub_schurs->is_edge,i) || pcbddc->use_change_on_faces) {
5906           ierr = PetscBTSet(change_basis,i+n_vertices);CHKERRQ(ierr);
5907         }
5908       }
5909     }
5910   }
5911   pcbddc->local_primal_size = total_counts;
5912   ierr = PetscMalloc1(pcbddc->local_primal_size+pcbddc->benign_n,&pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
5913 
5914   /* map constraints_idxs in boundary numbering */
5915   ierr = ISGlobalToLocalMappingApply(pcis->BtoNmap,IS_GTOLM_DROP,constraints_idxs_ptr[total_counts_cc],constraints_idxs,&i,constraints_idxs_B);CHKERRQ(ierr);
5916   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);
5917 
5918   /* Create constraint matrix */
5919   ierr = MatCreate(PETSC_COMM_SELF,&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
5920   ierr = MatSetType(pcbddc->ConstraintMatrix,MATAIJ);CHKERRQ(ierr);
5921   ierr = MatSetSizes(pcbddc->ConstraintMatrix,pcbddc->local_primal_size,pcis->n,pcbddc->local_primal_size,pcis->n);CHKERRQ(ierr);
5922 
5923   /* find primal_dofs: subdomain corners plus dofs selected as primal after change of basis */
5924   /* determine if a QR strategy is needed for change of basis */
5925   qr_needed = PETSC_FALSE;
5926   ierr = PetscBTCreate(total_counts_cc,&qr_needed_idx);CHKERRQ(ierr);
5927   total_primal_vertices=0;
5928   pcbddc->local_primal_size_cc = 0;
5929   for (i=0;i<total_counts_cc;i++) {
5930     size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
5931     if (size_of_constraint == 1 && pcbddc->mat_graph->custom_minimal_size) {
5932       pcbddc->primal_indices_local_idxs[total_primal_vertices++] = constraints_idxs[constraints_idxs_ptr[i]];
5933       pcbddc->local_primal_size_cc += 1;
5934     } else if (PetscBTLookup(change_basis,i)) {
5935       for (k=0;k<constraints_n[i];k++) {
5936         pcbddc->primal_indices_local_idxs[total_primal_vertices++] = constraints_idxs[constraints_idxs_ptr[i]+k];
5937       }
5938       pcbddc->local_primal_size_cc += constraints_n[i];
5939       if (constraints_n[i] > 1 || pcbddc->use_qr_single) {
5940         PetscBTSet(qr_needed_idx,i);
5941         qr_needed = PETSC_TRUE;
5942       }
5943     } else {
5944       pcbddc->local_primal_size_cc += 1;
5945     }
5946   }
5947   /* note that the local variable n_vertices used below stores the number of pointwise constraints */
5948   pcbddc->n_vertices = total_primal_vertices;
5949   /* permute indices in order to have a sorted set of vertices */
5950   ierr = PetscSortInt(total_primal_vertices,pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
5951   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);
5952   ierr = PetscMemcpy(pcbddc->local_primal_ref_node,pcbddc->primal_indices_local_idxs,total_primal_vertices*sizeof(PetscInt));CHKERRQ(ierr);
5953   for (i=0;i<total_primal_vertices;i++) pcbddc->local_primal_ref_mult[i] = 1;
5954 
5955   /* nonzero structure of constraint matrix */
5956   /* and get reference dof for local constraints */
5957   ierr = PetscMalloc1(pcbddc->local_primal_size,&nnz);CHKERRQ(ierr);
5958   for (i=0;i<total_primal_vertices;i++) nnz[i] = 1;
5959 
5960   j = total_primal_vertices;
5961   total_counts = total_primal_vertices;
5962   cum = total_primal_vertices;
5963   for (i=n_vertices;i<total_counts_cc;i++) {
5964     if (!PetscBTLookup(change_basis,i)) {
5965       pcbddc->local_primal_ref_node[cum] = constraints_idxs[constraints_idxs_ptr[i]];
5966       pcbddc->local_primal_ref_mult[cum] = constraints_n[i];
5967       cum++;
5968       size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
5969       for (k=0;k<constraints_n[i];k++) {
5970         pcbddc->primal_indices_local_idxs[total_counts++] = constraints_idxs[constraints_idxs_ptr[i]+k];
5971         nnz[j+k] = size_of_constraint;
5972       }
5973       j += constraints_n[i];
5974     }
5975   }
5976   ierr = MatSeqAIJSetPreallocation(pcbddc->ConstraintMatrix,0,nnz);CHKERRQ(ierr);
5977   ierr = PetscFree(nnz);CHKERRQ(ierr);
5978 
5979   /* set values in constraint matrix */
5980   for (i=0;i<total_primal_vertices;i++) {
5981     ierr = MatSetValue(pcbddc->ConstraintMatrix,i,pcbddc->local_primal_ref_node[i],1.0,INSERT_VALUES);CHKERRQ(ierr);
5982   }
5983   total_counts = total_primal_vertices;
5984   for (i=n_vertices;i<total_counts_cc;i++) {
5985     if (!PetscBTLookup(change_basis,i)) {
5986       PetscInt *cols;
5987 
5988       size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
5989       cols = constraints_idxs+constraints_idxs_ptr[i];
5990       for (k=0;k<constraints_n[i];k++) {
5991         PetscInt    row = total_counts+k;
5992         PetscScalar *vals;
5993 
5994         vals = constraints_data+constraints_data_ptr[i]+k*size_of_constraint;
5995         ierr = MatSetValues(pcbddc->ConstraintMatrix,1,&row,size_of_constraint,cols,vals,INSERT_VALUES);CHKERRQ(ierr);
5996       }
5997       total_counts += constraints_n[i];
5998     }
5999   }
6000   /* assembling */
6001   ierr = MatAssemblyBegin(pcbddc->ConstraintMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6002   ierr = MatAssemblyEnd(pcbddc->ConstraintMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6003 
6004   /*
6005   ierr = PetscViewerPushFormat(PETSC_VIEWER_STDOUT_SELF,PETSC_VIEWER_ASCII_MATLAB);CHKERRQ(ierr);
6006   ierr = MatView(pcbddc->ConstraintMatrix,(PetscViewer)0);CHKERRQ(ierr);
6007   ierr = PetscViewerPopFormat(PETSC_VIEWER_STDOUT_SELF);CHKERRQ(ierr);
6008   */
6009   /* Create matrix for change of basis. We don't need it in case pcbddc->use_change_of_basis is FALSE */
6010   if (pcbddc->use_change_of_basis) {
6011     /* dual and primal dofs on a single cc */
6012     PetscInt     dual_dofs,primal_dofs;
6013     /* working stuff for GEQRF */
6014     PetscScalar  *qr_basis,*qr_tau = NULL,*qr_work,lqr_work_t;
6015     PetscBLASInt lqr_work;
6016     /* working stuff for UNGQR */
6017     PetscScalar  *gqr_work,lgqr_work_t;
6018     PetscBLASInt lgqr_work;
6019     /* working stuff for TRTRS */
6020     PetscScalar  *trs_rhs;
6021     PetscBLASInt Blas_NRHS;
6022     /* pointers for values insertion into change of basis matrix */
6023     PetscInt     *start_rows,*start_cols;
6024     PetscScalar  *start_vals;
6025     /* working stuff for values insertion */
6026     PetscBT      is_primal;
6027     PetscInt     *aux_primal_numbering_B;
6028     /* matrix sizes */
6029     PetscInt     global_size,local_size;
6030     /* temporary change of basis */
6031     Mat          localChangeOfBasisMatrix;
6032     /* extra space for debugging */
6033     PetscScalar  *dbg_work;
6034 
6035     /* local temporary change of basis acts on local interfaces -> dimension is n_B x n_B */
6036     ierr = MatCreate(PETSC_COMM_SELF,&localChangeOfBasisMatrix);CHKERRQ(ierr);
6037     ierr = MatSetType(localChangeOfBasisMatrix,MATAIJ);CHKERRQ(ierr);
6038     ierr = MatSetSizes(localChangeOfBasisMatrix,pcis->n,pcis->n,pcis->n,pcis->n);CHKERRQ(ierr);
6039     /* nonzeros for local mat */
6040     ierr = PetscMalloc1(pcis->n,&nnz);CHKERRQ(ierr);
6041     if (!pcbddc->benign_change || pcbddc->fake_change) {
6042       for (i=0;i<pcis->n;i++) nnz[i]=1;
6043     } else {
6044       const PetscInt *ii;
6045       PetscInt       n;
6046       PetscBool      flg_row;
6047       ierr = MatGetRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,NULL,&flg_row);CHKERRQ(ierr);
6048       for (i=0;i<n;i++) nnz[i] = ii[i+1]-ii[i];
6049       ierr = MatRestoreRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,NULL,&flg_row);CHKERRQ(ierr);
6050     }
6051     for (i=n_vertices;i<total_counts_cc;i++) {
6052       if (PetscBTLookup(change_basis,i)) {
6053         size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
6054         if (PetscBTLookup(qr_needed_idx,i)) {
6055           for (j=0;j<size_of_constraint;j++) nnz[constraints_idxs[constraints_idxs_ptr[i]+j]] = size_of_constraint;
6056         } else {
6057           nnz[constraints_idxs[constraints_idxs_ptr[i]]] = size_of_constraint;
6058           for (j=1;j<size_of_constraint;j++) nnz[constraints_idxs[constraints_idxs_ptr[i]+j]] = 2;
6059         }
6060       }
6061     }
6062     ierr = MatSeqAIJSetPreallocation(localChangeOfBasisMatrix,0,nnz);CHKERRQ(ierr);
6063     ierr = PetscFree(nnz);CHKERRQ(ierr);
6064     /* Set interior change in the matrix */
6065     if (!pcbddc->benign_change || pcbddc->fake_change) {
6066       for (i=0;i<pcis->n;i++) {
6067         ierr = MatSetValue(localChangeOfBasisMatrix,i,i,1.0,INSERT_VALUES);CHKERRQ(ierr);
6068       }
6069     } else {
6070       const PetscInt *ii,*jj;
6071       PetscScalar    *aa;
6072       PetscInt       n;
6073       PetscBool      flg_row;
6074       ierr = MatGetRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&jj,&flg_row);CHKERRQ(ierr);
6075       ierr = MatSeqAIJGetArray(pcbddc->benign_change,&aa);CHKERRQ(ierr);
6076       for (i=0;i<n;i++) {
6077         ierr = MatSetValues(localChangeOfBasisMatrix,1,&i,ii[i+1]-ii[i],jj+ii[i],aa+ii[i],INSERT_VALUES);CHKERRQ(ierr);
6078       }
6079       ierr = MatSeqAIJRestoreArray(pcbddc->benign_change,&aa);CHKERRQ(ierr);
6080       ierr = MatRestoreRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&jj,&flg_row);CHKERRQ(ierr);
6081     }
6082 
6083     if (pcbddc->dbg_flag) {
6084       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"--------------------------------------------------------------\n");CHKERRQ(ierr);
6085       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Checking change of basis computation for subdomain %04d\n",PetscGlobalRank);CHKERRQ(ierr);
6086     }
6087 
6088 
6089     /* Now we loop on the constraints which need a change of basis */
6090     /*
6091        Change of basis matrix is evaluated similarly to the FIRST APPROACH in
6092        Klawonn and Widlund, Dual-primal FETI-DP methods for linear elasticity, (see Sect 6.2.1)
6093 
6094        Basic blocks of change of basis matrix T computed by
6095 
6096           - Using the following block transformation if there is only a primal dof on the cc (and -pc_bddc_use_qr_single is not specified)
6097 
6098             | 1        0   ...        0         s_1/S |
6099             | 0        1   ...        0         s_2/S |
6100             |              ...                        |
6101             | 0        ...            1     s_{n-1}/S |
6102             | -s_1/s_n ...    -s_{n-1}/s_n      s_n/S |
6103 
6104             with S = \sum_{i=1}^n s_i^2
6105             NOTE: in the above example, the primal dof is the last one of the edge in LOCAL ordering
6106                   in the current implementation, the primal dof is the first one of the edge in GLOBAL ordering
6107 
6108           - QR decomposition of constraints otherwise
6109     */
6110     if (qr_needed) {
6111       /* space to store Q */
6112       ierr = PetscMalloc1(max_size_of_constraint*max_size_of_constraint,&qr_basis);CHKERRQ(ierr);
6113       /* array to store scaling factors for reflectors */
6114       ierr = PetscMalloc1(max_constraints,&qr_tau);CHKERRQ(ierr);
6115       /* first we issue queries for optimal work */
6116       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_M);CHKERRQ(ierr);
6117       ierr = PetscBLASIntCast(max_constraints,&Blas_N);CHKERRQ(ierr);
6118       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6119       lqr_work = -1;
6120       PetscStackCallBLAS("LAPACKgeqrf",LAPACKgeqrf_(&Blas_M,&Blas_N,qr_basis,&Blas_LDA,qr_tau,&lqr_work_t,&lqr_work,&lierr));
6121       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to GEQRF Lapack routine %d",(int)lierr);
6122       ierr = PetscBLASIntCast((PetscInt)PetscRealPart(lqr_work_t),&lqr_work);CHKERRQ(ierr);
6123       ierr = PetscMalloc1((PetscInt)PetscRealPart(lqr_work_t),&qr_work);CHKERRQ(ierr);
6124       lgqr_work = -1;
6125       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_M);CHKERRQ(ierr);
6126       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_N);CHKERRQ(ierr);
6127       ierr = PetscBLASIntCast(max_constraints,&Blas_K);CHKERRQ(ierr);
6128       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6129       if (Blas_K>Blas_M) Blas_K=Blas_M; /* adjust just for computing optimal work */
6130       PetscStackCallBLAS("LAPACKungqr",LAPACKungqr_(&Blas_M,&Blas_N,&Blas_K,qr_basis,&Blas_LDA,qr_tau,&lgqr_work_t,&lgqr_work,&lierr));
6131       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to UNGQR Lapack routine %d",(int)lierr);
6132       ierr = PetscBLASIntCast((PetscInt)PetscRealPart(lgqr_work_t),&lgqr_work);CHKERRQ(ierr);
6133       ierr = PetscMalloc1((PetscInt)PetscRealPart(lgqr_work_t),&gqr_work);CHKERRQ(ierr);
6134       /* array to store rhs and solution of triangular solver */
6135       ierr = PetscMalloc1(max_constraints*max_constraints,&trs_rhs);CHKERRQ(ierr);
6136       /* allocating workspace for check */
6137       if (pcbddc->dbg_flag) {
6138         ierr = PetscMalloc1(max_size_of_constraint*(max_constraints+max_size_of_constraint),&dbg_work);CHKERRQ(ierr);
6139       }
6140     }
6141     /* array to store whether a node is primal or not */
6142     ierr = PetscBTCreate(pcis->n_B,&is_primal);CHKERRQ(ierr);
6143     ierr = PetscMalloc1(total_primal_vertices,&aux_primal_numbering_B);CHKERRQ(ierr);
6144     ierr = ISGlobalToLocalMappingApply(pcis->BtoNmap,IS_GTOLM_DROP,total_primal_vertices,pcbddc->local_primal_ref_node,&i,aux_primal_numbering_B);CHKERRQ(ierr);
6145     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);
6146     for (i=0;i<total_primal_vertices;i++) {
6147       ierr = PetscBTSet(is_primal,aux_primal_numbering_B[i]);CHKERRQ(ierr);
6148     }
6149     ierr = PetscFree(aux_primal_numbering_B);CHKERRQ(ierr);
6150 
6151     /* loop on constraints and see whether or not they need a change of basis and compute it */
6152     for (total_counts=n_vertices;total_counts<total_counts_cc;total_counts++) {
6153       size_of_constraint = constraints_idxs_ptr[total_counts+1]-constraints_idxs_ptr[total_counts];
6154       if (PetscBTLookup(change_basis,total_counts)) {
6155         /* get constraint info */
6156         primal_dofs = constraints_n[total_counts];
6157         dual_dofs = size_of_constraint-primal_dofs;
6158 
6159         if (pcbddc->dbg_flag) {
6160           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);
6161         }
6162 
6163         if (PetscBTLookup(qr_needed_idx,total_counts)) { /* QR */
6164 
6165           /* copy quadrature constraints for change of basis check */
6166           if (pcbddc->dbg_flag) {
6167             ierr = PetscMemcpy(dbg_work,&constraints_data[constraints_data_ptr[total_counts]],size_of_constraint*primal_dofs*sizeof(PetscScalar));CHKERRQ(ierr);
6168           }
6169           /* copy temporary constraints into larger work vector (in order to store all columns of Q) */
6170           ierr = PetscMemcpy(qr_basis,&constraints_data[constraints_data_ptr[total_counts]],size_of_constraint*primal_dofs*sizeof(PetscScalar));CHKERRQ(ierr);
6171 
6172           /* compute QR decomposition of constraints */
6173           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6174           ierr = PetscBLASIntCast(primal_dofs,&Blas_N);CHKERRQ(ierr);
6175           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6176           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6177           PetscStackCallBLAS("LAPACKgeqrf",LAPACKgeqrf_(&Blas_M,&Blas_N,qr_basis,&Blas_LDA,qr_tau,qr_work,&lqr_work,&lierr));
6178           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in GEQRF Lapack routine %d",(int)lierr);
6179           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6180 
6181           /* explictly compute R^-T */
6182           ierr = PetscMemzero(trs_rhs,primal_dofs*primal_dofs*sizeof(*trs_rhs));CHKERRQ(ierr);
6183           for (j=0;j<primal_dofs;j++) trs_rhs[j*(primal_dofs+1)] = 1.0;
6184           ierr = PetscBLASIntCast(primal_dofs,&Blas_N);CHKERRQ(ierr);
6185           ierr = PetscBLASIntCast(primal_dofs,&Blas_NRHS);CHKERRQ(ierr);
6186           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6187           ierr = PetscBLASIntCast(primal_dofs,&Blas_LDB);CHKERRQ(ierr);
6188           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6189           PetscStackCallBLAS("LAPACKtrtrs",LAPACKtrtrs_("U","T","N",&Blas_N,&Blas_NRHS,qr_basis,&Blas_LDA,trs_rhs,&Blas_LDB,&lierr));
6190           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in TRTRS Lapack routine %d",(int)lierr);
6191           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6192 
6193           /* explicitly compute all columns of Q (Q = [Q1 | Q2] ) overwriting QR factorization in qr_basis */
6194           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6195           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6196           ierr = PetscBLASIntCast(primal_dofs,&Blas_K);CHKERRQ(ierr);
6197           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6198           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6199           PetscStackCallBLAS("LAPACKungqr",LAPACKungqr_(&Blas_M,&Blas_N,&Blas_K,qr_basis,&Blas_LDA,qr_tau,gqr_work,&lgqr_work,&lierr));
6200           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in UNGQR Lapack routine %d",(int)lierr);
6201           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6202 
6203           /* first primal_dofs columns of Q need to be re-scaled in order to be unitary w.r.t constraints
6204              i.e. C_{pxn}*Q_{nxn} should be equal to [I_pxp | 0_pxd] (see check below)
6205              where n=size_of_constraint, p=primal_dofs, d=dual_dofs (n=p+d), I and 0 identity and null matrix resp. */
6206           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6207           ierr = PetscBLASIntCast(primal_dofs,&Blas_N);CHKERRQ(ierr);
6208           ierr = PetscBLASIntCast(primal_dofs,&Blas_K);CHKERRQ(ierr);
6209           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6210           ierr = PetscBLASIntCast(primal_dofs,&Blas_LDB);CHKERRQ(ierr);
6211           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDC);CHKERRQ(ierr);
6212           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6213           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));
6214           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6215           ierr = PetscMemcpy(qr_basis,&constraints_data[constraints_data_ptr[total_counts]],size_of_constraint*primal_dofs*sizeof(PetscScalar));CHKERRQ(ierr);
6216 
6217           /* insert values in change of basis matrix respecting global ordering of new primal dofs */
6218           start_rows = &constraints_idxs[constraints_idxs_ptr[total_counts]];
6219           /* insert cols for primal dofs */
6220           for (j=0;j<primal_dofs;j++) {
6221             start_vals = &qr_basis[j*size_of_constraint];
6222             start_cols = &constraints_idxs[constraints_idxs_ptr[total_counts]+j];
6223             ierr = MatSetValues(localChangeOfBasisMatrix,size_of_constraint,start_rows,1,start_cols,start_vals,INSERT_VALUES);CHKERRQ(ierr);
6224           }
6225           /* insert cols for dual dofs */
6226           for (j=0,k=0;j<dual_dofs;k++) {
6227             if (!PetscBTLookup(is_primal,constraints_idxs_B[constraints_idxs_ptr[total_counts]+k])) {
6228               start_vals = &qr_basis[(primal_dofs+j)*size_of_constraint];
6229               start_cols = &constraints_idxs[constraints_idxs_ptr[total_counts]+k];
6230               ierr = MatSetValues(localChangeOfBasisMatrix,size_of_constraint,start_rows,1,start_cols,start_vals,INSERT_VALUES);CHKERRQ(ierr);
6231               j++;
6232             }
6233           }
6234 
6235           /* check change of basis */
6236           if (pcbddc->dbg_flag) {
6237             PetscInt   ii,jj;
6238             PetscBool valid_qr=PETSC_TRUE;
6239             ierr = PetscBLASIntCast(primal_dofs,&Blas_M);CHKERRQ(ierr);
6240             ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6241             ierr = PetscBLASIntCast(size_of_constraint,&Blas_K);CHKERRQ(ierr);
6242             ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6243             ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDB);CHKERRQ(ierr);
6244             ierr = PetscBLASIntCast(primal_dofs,&Blas_LDC);CHKERRQ(ierr);
6245             ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6246             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));
6247             ierr = PetscFPTrapPop();CHKERRQ(ierr);
6248             for (jj=0;jj<size_of_constraint;jj++) {
6249               for (ii=0;ii<primal_dofs;ii++) {
6250                 if (ii != jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]) > 1.e-12) valid_qr = PETSC_FALSE;
6251                 if (ii == jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]-1.0) > 1.e-12) valid_qr = PETSC_FALSE;
6252               }
6253             }
6254             if (!valid_qr) {
6255               ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"\t-> wrong change of basis!\n");CHKERRQ(ierr);
6256               for (jj=0;jj<size_of_constraint;jj++) {
6257                 for (ii=0;ii<primal_dofs;ii++) {
6258                   if (ii != jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]) > 1.e-12) {
6259                     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]));
6260                   }
6261                   if (ii == jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]-1.0) > 1.e-12) {
6262                     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]));
6263                   }
6264                 }
6265               }
6266             } else {
6267               ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"\t-> right change of basis!\n");CHKERRQ(ierr);
6268             }
6269           }
6270         } else { /* simple transformation block */
6271           PetscInt    row,col;
6272           PetscScalar val,norm;
6273 
6274           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6275           PetscStackCallBLAS("BLASdot",norm = BLASdot_(&Blas_N,constraints_data+constraints_data_ptr[total_counts],&Blas_one,constraints_data+constraints_data_ptr[total_counts],&Blas_one));
6276           for (j=0;j<size_of_constraint;j++) {
6277             PetscInt row_B = constraints_idxs_B[constraints_idxs_ptr[total_counts]+j];
6278             row = constraints_idxs[constraints_idxs_ptr[total_counts]+j];
6279             if (!PetscBTLookup(is_primal,row_B)) {
6280               col = constraints_idxs[constraints_idxs_ptr[total_counts]];
6281               ierr = MatSetValue(localChangeOfBasisMatrix,row,row,1.0,INSERT_VALUES);CHKERRQ(ierr);
6282               ierr = MatSetValue(localChangeOfBasisMatrix,row,col,constraints_data[constraints_data_ptr[total_counts]+j]/norm,INSERT_VALUES);CHKERRQ(ierr);
6283             } else {
6284               for (k=0;k<size_of_constraint;k++) {
6285                 col = constraints_idxs[constraints_idxs_ptr[total_counts]+k];
6286                 if (row != col) {
6287                   val = -constraints_data[constraints_data_ptr[total_counts]+k]/constraints_data[constraints_data_ptr[total_counts]];
6288                 } else {
6289                   val = constraints_data[constraints_data_ptr[total_counts]]/norm;
6290                 }
6291                 ierr = MatSetValue(localChangeOfBasisMatrix,row,col,val,INSERT_VALUES);CHKERRQ(ierr);
6292               }
6293             }
6294           }
6295           if (pcbddc->dbg_flag) {
6296             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"\t-> using standard change of basis\n");CHKERRQ(ierr);
6297           }
6298         }
6299       } else {
6300         if (pcbddc->dbg_flag) {
6301           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Constraint %d does not need a change of basis (size %d)\n",total_counts,size_of_constraint);CHKERRQ(ierr);
6302         }
6303       }
6304     }
6305 
6306     /* free workspace */
6307     if (qr_needed) {
6308       if (pcbddc->dbg_flag) {
6309         ierr = PetscFree(dbg_work);CHKERRQ(ierr);
6310       }
6311       ierr = PetscFree(trs_rhs);CHKERRQ(ierr);
6312       ierr = PetscFree(qr_tau);CHKERRQ(ierr);
6313       ierr = PetscFree(qr_work);CHKERRQ(ierr);
6314       ierr = PetscFree(gqr_work);CHKERRQ(ierr);
6315       ierr = PetscFree(qr_basis);CHKERRQ(ierr);
6316     }
6317     ierr = PetscBTDestroy(&is_primal);CHKERRQ(ierr);
6318     ierr = MatAssemblyBegin(localChangeOfBasisMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6319     ierr = MatAssemblyEnd(localChangeOfBasisMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6320 
6321     /* assembling of global change of variable */
6322     if (!pcbddc->fake_change) {
6323       Mat      tmat;
6324       PetscInt bs;
6325 
6326       ierr = VecGetSize(pcis->vec1_global,&global_size);CHKERRQ(ierr);
6327       ierr = VecGetLocalSize(pcis->vec1_global,&local_size);CHKERRQ(ierr);
6328       ierr = MatDuplicate(pc->pmat,MAT_DO_NOT_COPY_VALUES,&tmat);CHKERRQ(ierr);
6329       ierr = MatISSetLocalMat(tmat,localChangeOfBasisMatrix);CHKERRQ(ierr);
6330       ierr = MatCreate(PetscObjectComm((PetscObject)pc),&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
6331       ierr = MatSetType(pcbddc->ChangeOfBasisMatrix,MATAIJ);CHKERRQ(ierr);
6332       ierr = MatGetBlockSize(pc->pmat,&bs);CHKERRQ(ierr);
6333       ierr = MatSetBlockSize(pcbddc->ChangeOfBasisMatrix,bs);CHKERRQ(ierr);
6334       ierr = MatSetSizes(pcbddc->ChangeOfBasisMatrix,local_size,local_size,global_size,global_size);CHKERRQ(ierr);
6335       ierr = MatISSetMPIXAIJPreallocation_Private(tmat,pcbddc->ChangeOfBasisMatrix,PETSC_TRUE);CHKERRQ(ierr);
6336       ierr = MatISGetMPIXAIJ(tmat,MAT_REUSE_MATRIX,&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
6337       ierr = MatDestroy(&tmat);CHKERRQ(ierr);
6338       ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
6339       ierr = VecSet(pcis->vec1_N,1.0);CHKERRQ(ierr);
6340       ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6341       ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6342       ierr = VecReciprocal(pcis->vec1_global);CHKERRQ(ierr);
6343       ierr = MatDiagonalScale(pcbddc->ChangeOfBasisMatrix,pcis->vec1_global,NULL);CHKERRQ(ierr);
6344 
6345       /* check */
6346       if (pcbddc->dbg_flag) {
6347         PetscReal error;
6348         Vec       x,x_change;
6349 
6350         ierr = VecDuplicate(pcis->vec1_global,&x);CHKERRQ(ierr);
6351         ierr = VecDuplicate(pcis->vec1_global,&x_change);CHKERRQ(ierr);
6352         ierr = VecSetRandom(x,NULL);CHKERRQ(ierr);
6353         ierr = VecCopy(x,pcis->vec1_global);CHKERRQ(ierr);
6354         ierr = VecScatterBegin(matis->rctx,x,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6355         ierr = VecScatterEnd(matis->rctx,x,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6356         ierr = MatMult(localChangeOfBasisMatrix,pcis->vec1_N,pcis->vec2_N);CHKERRQ(ierr);
6357         ierr = VecScatterBegin(matis->rctx,pcis->vec2_N,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6358         ierr = VecScatterEnd(matis->rctx,pcis->vec2_N,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6359         ierr = MatMult(pcbddc->ChangeOfBasisMatrix,pcis->vec1_global,x_change);CHKERRQ(ierr);
6360         ierr = VecAXPY(x,-1.0,x_change);CHKERRQ(ierr);
6361         ierr = VecNorm(x,NORM_INFINITY,&error);CHKERRQ(ierr);
6362         if (error > PETSC_SMALL) {
6363           SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"Error global vs local change on N: %1.6e\n",error);
6364         }
6365         ierr = VecDestroy(&x);CHKERRQ(ierr);
6366         ierr = VecDestroy(&x_change);CHKERRQ(ierr);
6367       }
6368       /* adapt sub_schurs computed (if any) */
6369       if (pcbddc->use_deluxe_scaling) {
6370         PCBDDCSubSchurs sub_schurs=pcbddc->sub_schurs;
6371 
6372         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");
6373         if (sub_schurs && sub_schurs->S_Ej_all) {
6374           Mat                    S_new,tmat;
6375           IS                     is_all_N,is_V_Sall = NULL;
6376 
6377           ierr = ISLocalToGlobalMappingApplyIS(pcis->BtoNmap,sub_schurs->is_Ej_all,&is_all_N);CHKERRQ(ierr);
6378           ierr = MatCreateSubMatrix(localChangeOfBasisMatrix,is_all_N,is_all_N,MAT_INITIAL_MATRIX,&tmat);CHKERRQ(ierr);
6379           if (pcbddc->deluxe_zerorows) {
6380             ISLocalToGlobalMapping NtoSall;
6381             IS                     is_V;
6382             ierr = ISCreateGeneral(PETSC_COMM_SELF,pcbddc->n_vertices,pcbddc->local_primal_ref_node,PETSC_COPY_VALUES,&is_V);CHKERRQ(ierr);
6383             ierr = ISLocalToGlobalMappingCreateIS(is_all_N,&NtoSall);CHKERRQ(ierr);
6384             ierr = ISGlobalToLocalMappingApplyIS(NtoSall,IS_GTOLM_DROP,is_V,&is_V_Sall);CHKERRQ(ierr);
6385             ierr = ISLocalToGlobalMappingDestroy(&NtoSall);CHKERRQ(ierr);
6386             ierr = ISDestroy(&is_V);CHKERRQ(ierr);
6387           }
6388           ierr = ISDestroy(&is_all_N);CHKERRQ(ierr);
6389           ierr = MatPtAP(sub_schurs->S_Ej_all,tmat,MAT_INITIAL_MATRIX,1.0,&S_new);CHKERRQ(ierr);
6390           ierr = MatDestroy(&sub_schurs->S_Ej_all);CHKERRQ(ierr);
6391           ierr = PetscObjectReference((PetscObject)S_new);CHKERRQ(ierr);
6392           if (pcbddc->deluxe_zerorows) {
6393             const PetscScalar *array;
6394             const PetscInt    *idxs_V,*idxs_all;
6395             PetscInt          i,n_V;
6396 
6397             ierr = MatZeroRowsColumnsIS(S_new,is_V_Sall,1.,NULL,NULL);CHKERRQ(ierr);
6398             ierr = ISGetLocalSize(is_V_Sall,&n_V);CHKERRQ(ierr);
6399             ierr = ISGetIndices(is_V_Sall,&idxs_V);CHKERRQ(ierr);
6400             ierr = ISGetIndices(sub_schurs->is_Ej_all,&idxs_all);CHKERRQ(ierr);
6401             ierr = VecGetArrayRead(pcis->D,&array);CHKERRQ(ierr);
6402             for (i=0;i<n_V;i++) {
6403               PetscScalar val;
6404               PetscInt    idx;
6405 
6406               idx = idxs_V[i];
6407               val = array[idxs_all[idxs_V[i]]];
6408               ierr = MatSetValue(S_new,idx,idx,val,INSERT_VALUES);CHKERRQ(ierr);
6409             }
6410             ierr = MatAssemblyBegin(S_new,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6411             ierr = MatAssemblyEnd(S_new,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6412             ierr = VecRestoreArrayRead(pcis->D,&array);CHKERRQ(ierr);
6413             ierr = ISRestoreIndices(sub_schurs->is_Ej_all,&idxs_all);CHKERRQ(ierr);
6414             ierr = ISRestoreIndices(is_V_Sall,&idxs_V);CHKERRQ(ierr);
6415           }
6416           sub_schurs->S_Ej_all = S_new;
6417           ierr = MatDestroy(&S_new);CHKERRQ(ierr);
6418           if (sub_schurs->sum_S_Ej_all) {
6419             ierr = MatPtAP(sub_schurs->sum_S_Ej_all,tmat,MAT_INITIAL_MATRIX,1.0,&S_new);CHKERRQ(ierr);
6420             ierr = MatDestroy(&sub_schurs->sum_S_Ej_all);CHKERRQ(ierr);
6421             ierr = PetscObjectReference((PetscObject)S_new);CHKERRQ(ierr);
6422             if (pcbddc->deluxe_zerorows) {
6423               ierr = MatZeroRowsColumnsIS(S_new,is_V_Sall,1.,NULL,NULL);CHKERRQ(ierr);
6424             }
6425             sub_schurs->sum_S_Ej_all = S_new;
6426             ierr = MatDestroy(&S_new);CHKERRQ(ierr);
6427           }
6428           ierr = ISDestroy(&is_V_Sall);CHKERRQ(ierr);
6429           ierr = MatDestroy(&tmat);CHKERRQ(ierr);
6430         }
6431         /* destroy any change of basis context in sub_schurs */
6432         if (sub_schurs && sub_schurs->change) {
6433           PetscInt i;
6434 
6435           for (i=0;i<sub_schurs->n_subs;i++) {
6436             ierr = KSPDestroy(&sub_schurs->change[i]);CHKERRQ(ierr);
6437           }
6438           ierr = PetscFree(sub_schurs->change);CHKERRQ(ierr);
6439         }
6440       }
6441       if (pcbddc->switch_static) { /* need to save the local change */
6442         pcbddc->switch_static_change = localChangeOfBasisMatrix;
6443       } else {
6444         ierr = MatDestroy(&localChangeOfBasisMatrix);CHKERRQ(ierr);
6445       }
6446       /* determine if any process has changed the pressures locally */
6447       pcbddc->change_interior = pcbddc->benign_have_null;
6448     } else { /* fake change (get back change of basis into ConstraintMatrix and info on qr) */
6449       ierr = MatDestroy(&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
6450       pcbddc->ConstraintMatrix = localChangeOfBasisMatrix;
6451       pcbddc->use_qr_single = qr_needed;
6452     }
6453   } else if (pcbddc->user_ChangeOfBasisMatrix || pcbddc->benign_saddle_point) {
6454     if (!pcbddc->benign_have_null && pcbddc->user_ChangeOfBasisMatrix) {
6455       ierr = PetscObjectReference((PetscObject)pcbddc->user_ChangeOfBasisMatrix);CHKERRQ(ierr);
6456       pcbddc->ChangeOfBasisMatrix = pcbddc->user_ChangeOfBasisMatrix;
6457     } else {
6458       Mat benign_global = NULL;
6459       if (pcbddc->benign_have_null) {
6460         Mat tmat;
6461 
6462         pcbddc->change_interior = PETSC_TRUE;
6463         ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
6464         ierr = VecSet(pcis->vec1_N,1.0);CHKERRQ(ierr);
6465         ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6466         ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6467         ierr = VecReciprocal(pcis->vec1_global);CHKERRQ(ierr);
6468         ierr = VecScatterBegin(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6469         ierr = VecScatterEnd(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6470         ierr = MatDuplicate(pc->pmat,MAT_DO_NOT_COPY_VALUES,&tmat);CHKERRQ(ierr);
6471         if (pcbddc->benign_change) {
6472           Mat M;
6473 
6474           ierr = MatDuplicate(pcbddc->benign_change,MAT_COPY_VALUES,&M);CHKERRQ(ierr);
6475           ierr = MatDiagonalScale(M,pcis->vec1_N,NULL);CHKERRQ(ierr);
6476           ierr = MatISSetLocalMat(tmat,M);CHKERRQ(ierr);
6477           ierr = MatDestroy(&M);CHKERRQ(ierr);
6478         } else {
6479           Mat         eye;
6480           PetscScalar *array;
6481 
6482           ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr);
6483           ierr = MatCreateSeqAIJ(PETSC_COMM_SELF,pcis->n,pcis->n,1,NULL,&eye);CHKERRQ(ierr);
6484           for (i=0;i<pcis->n;i++) {
6485             ierr = MatSetValue(eye,i,i,array[i],INSERT_VALUES);CHKERRQ(ierr);
6486           }
6487           ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr);
6488           ierr = MatAssemblyBegin(eye,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6489           ierr = MatAssemblyEnd(eye,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6490           ierr = MatISSetLocalMat(tmat,eye);CHKERRQ(ierr);
6491           ierr = MatDestroy(&eye);CHKERRQ(ierr);
6492         }
6493         ierr = MatISGetMPIXAIJ(tmat,MAT_INITIAL_MATRIX,&benign_global);CHKERRQ(ierr);
6494         ierr = MatDestroy(&tmat);CHKERRQ(ierr);
6495       }
6496       if (pcbddc->user_ChangeOfBasisMatrix) {
6497         ierr = MatMatMult(pcbddc->user_ChangeOfBasisMatrix,benign_global,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
6498         ierr = MatDestroy(&benign_global);CHKERRQ(ierr);
6499       } else if (pcbddc->benign_have_null) {
6500         pcbddc->ChangeOfBasisMatrix = benign_global;
6501       }
6502     }
6503     if (pcbddc->switch_static && pcbddc->ChangeOfBasisMatrix) { /* need to save the local change */
6504       IS             is_global;
6505       const PetscInt *gidxs;
6506 
6507       ierr = ISLocalToGlobalMappingGetIndices(pc->pmat->rmap->mapping,&gidxs);CHKERRQ(ierr);
6508       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),pcis->n,gidxs,PETSC_COPY_VALUES,&is_global);CHKERRQ(ierr);
6509       ierr = ISLocalToGlobalMappingRestoreIndices(pc->pmat->rmap->mapping,&gidxs);CHKERRQ(ierr);
6510       ierr = MatCreateSubMatrixUnsorted(pcbddc->ChangeOfBasisMatrix,is_global,is_global,&pcbddc->switch_static_change);CHKERRQ(ierr);
6511       ierr = ISDestroy(&is_global);CHKERRQ(ierr);
6512     }
6513   }
6514   if (!pcbddc->fake_change && pcbddc->ChangeOfBasisMatrix && !pcbddc->work_change) {
6515     ierr = VecDuplicate(pcis->vec1_global,&pcbddc->work_change);CHKERRQ(ierr);
6516   }
6517 
6518   if (!pcbddc->fake_change) {
6519     /* add pressure dofs to set of primal nodes for numbering purposes */
6520     for (i=0;i<pcbddc->benign_n;i++) {
6521       pcbddc->local_primal_ref_node[pcbddc->local_primal_size_cc] = pcbddc->benign_p0_lidx[i];
6522       pcbddc->primal_indices_local_idxs[pcbddc->local_primal_size] = pcbddc->benign_p0_lidx[i];
6523       pcbddc->local_primal_ref_mult[pcbddc->local_primal_size_cc] = 1;
6524       pcbddc->local_primal_size_cc++;
6525       pcbddc->local_primal_size++;
6526     }
6527 
6528     /* check if a new primal space has been introduced (also take into account benign trick) */
6529     pcbddc->new_primal_space_local = PETSC_TRUE;
6530     if (olocal_primal_size == pcbddc->local_primal_size) {
6531       ierr = PetscMemcmp(pcbddc->local_primal_ref_node,olocal_primal_ref_node,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       if (!pcbddc->new_primal_space_local) {
6534         ierr = PetscMemcmp(pcbddc->local_primal_ref_mult,olocal_primal_ref_mult,olocal_primal_size_cc*sizeof(PetscInt),&pcbddc->new_primal_space_local);CHKERRQ(ierr);
6535         pcbddc->new_primal_space_local = (PetscBool)(!pcbddc->new_primal_space_local);
6536       }
6537     }
6538     /* new_primal_space will be used for numbering of coarse dofs, so it should be the same across all subdomains */
6539     ierr = MPIU_Allreduce(&pcbddc->new_primal_space_local,&pcbddc->new_primal_space,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
6540   }
6541   ierr = PetscFree2(olocal_primal_ref_node,olocal_primal_ref_mult);CHKERRQ(ierr);
6542 
6543   /* flush dbg viewer */
6544   if (pcbddc->dbg_flag) {
6545     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
6546   }
6547 
6548   /* free workspace */
6549   ierr = PetscBTDestroy(&qr_needed_idx);CHKERRQ(ierr);
6550   ierr = PetscBTDestroy(&change_basis);CHKERRQ(ierr);
6551   if (!pcbddc->adaptive_selection) {
6552     ierr = PetscFree3(constraints_idxs_ptr,constraints_data_ptr,constraints_n);CHKERRQ(ierr);
6553     ierr = PetscFree3(constraints_data,constraints_idxs,constraints_idxs_B);CHKERRQ(ierr);
6554   } else {
6555     ierr = PetscFree5(pcbddc->adaptive_constraints_n,
6556                       pcbddc->adaptive_constraints_idxs_ptr,
6557                       pcbddc->adaptive_constraints_data_ptr,
6558                       pcbddc->adaptive_constraints_idxs,
6559                       pcbddc->adaptive_constraints_data);CHKERRQ(ierr);
6560     ierr = PetscFree(constraints_n);CHKERRQ(ierr);
6561     ierr = PetscFree(constraints_idxs_B);CHKERRQ(ierr);
6562   }
6563   PetscFunctionReturn(0);
6564 }
6565 
6566 PetscErrorCode PCBDDCAnalyzeInterface(PC pc)
6567 {
6568   ISLocalToGlobalMapping map;
6569   PC_BDDC                *pcbddc = (PC_BDDC*)pc->data;
6570   Mat_IS                 *matis  = (Mat_IS*)pc->pmat->data;
6571   PetscInt               i,N;
6572   PetscBool              rcsr = PETSC_FALSE;
6573   PetscErrorCode         ierr;
6574 
6575   PetscFunctionBegin;
6576   if (pcbddc->recompute_topography) {
6577     pcbddc->graphanalyzed = PETSC_FALSE;
6578     /* Reset previously computed graph */
6579     ierr = PCBDDCGraphReset(pcbddc->mat_graph);CHKERRQ(ierr);
6580     /* Init local Graph struct */
6581     ierr = MatGetSize(pc->pmat,&N,NULL);CHKERRQ(ierr);
6582     ierr = MatGetLocalToGlobalMapping(pc->pmat,&map,NULL);CHKERRQ(ierr);
6583     ierr = PCBDDCGraphInit(pcbddc->mat_graph,map,N,pcbddc->graphmaxcount);CHKERRQ(ierr);
6584 
6585     if (pcbddc->user_primal_vertices_local && !pcbddc->user_primal_vertices) {
6586       ierr = PCBDDCConsistencyCheckIS(pc,MPI_LOR,&pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
6587     }
6588     /* Check validity of the csr graph passed in by the user */
6589     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);
6590 
6591     /* Set default CSR adjacency of local dofs if not provided by the user with PCBDDCSetLocalAdjacencyGraph */
6592     if (!pcbddc->mat_graph->xadj && pcbddc->use_local_adj) {
6593       PetscInt  *xadj,*adjncy;
6594       PetscInt  nvtxs;
6595       PetscBool flg_row=PETSC_FALSE;
6596 
6597       ierr = MatGetRowIJ(matis->A,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
6598       if (flg_row) {
6599         ierr = PCBDDCSetLocalAdjacencyGraph(pc,nvtxs,xadj,adjncy,PETSC_COPY_VALUES);CHKERRQ(ierr);
6600         pcbddc->computed_rowadj = PETSC_TRUE;
6601       }
6602       ierr = MatRestoreRowIJ(matis->A,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
6603       rcsr = PETSC_TRUE;
6604     }
6605     if (pcbddc->dbg_flag) {
6606       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
6607     }
6608 
6609     /* Setup of Graph */
6610     pcbddc->mat_graph->commsizelimit = 0; /* don't use the COMM_SELF variant of the graph */
6611     ierr = PCBDDCGraphSetUp(pcbddc->mat_graph,pcbddc->vertex_size,pcbddc->NeumannBoundariesLocal,pcbddc->DirichletBoundariesLocal,pcbddc->n_ISForDofsLocal,pcbddc->ISForDofsLocal,pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
6612 
6613     /* attach info on disconnected subdomains if present */
6614     if (pcbddc->n_local_subs) {
6615       PetscInt *local_subs;
6616 
6617       ierr = PetscMalloc1(N,&local_subs);CHKERRQ(ierr);
6618       for (i=0;i<pcbddc->n_local_subs;i++) {
6619         const PetscInt *idxs;
6620         PetscInt       nl,j;
6621 
6622         ierr = ISGetLocalSize(pcbddc->local_subs[i],&nl);CHKERRQ(ierr);
6623         ierr = ISGetIndices(pcbddc->local_subs[i],&idxs);CHKERRQ(ierr);
6624         for (j=0;j<nl;j++) local_subs[idxs[j]] = i;
6625         ierr = ISRestoreIndices(pcbddc->local_subs[i],&idxs);CHKERRQ(ierr);
6626       }
6627       pcbddc->mat_graph->n_local_subs = pcbddc->n_local_subs;
6628       pcbddc->mat_graph->local_subs = local_subs;
6629     }
6630   }
6631 
6632   if (!pcbddc->graphanalyzed) {
6633     /* Graph's connected components analysis */
6634     ierr = PCBDDCGraphComputeConnectedComponents(pcbddc->mat_graph);CHKERRQ(ierr);
6635     pcbddc->graphanalyzed = PETSC_TRUE;
6636   }
6637   if (rcsr) pcbddc->mat_graph->nvtxs_csr = 0;
6638   PetscFunctionReturn(0);
6639 }
6640 
6641 PetscErrorCode PCBDDCOrthonormalizeVecs(PetscInt n, Vec vecs[])
6642 {
6643   PetscInt       i,j;
6644   PetscScalar    *alphas;
6645   PetscErrorCode ierr;
6646 
6647   PetscFunctionBegin;
6648   ierr = PetscMalloc1(n,&alphas);CHKERRQ(ierr);
6649   for (i=0;i<n;i++) {
6650     ierr = VecNormalize(vecs[i],NULL);CHKERRQ(ierr);
6651     ierr = VecMDot(vecs[i],n-i-1,&vecs[i+1],alphas);CHKERRQ(ierr);
6652     for (j=0;j<n-i-1;j++) alphas[j] = PetscConj(-alphas[j]);
6653     ierr = VecMAXPY(vecs[j],n-i-1,alphas,vecs+i);CHKERRQ(ierr);
6654   }
6655   ierr = PetscFree(alphas);CHKERRQ(ierr);
6656   PetscFunctionReturn(0);
6657 }
6658 
6659 PetscErrorCode PCBDDCMatISGetSubassemblingPattern(Mat mat, PetscInt *n_subdomains, PetscInt redprocs, IS* is_sends, PetscBool *have_void)
6660 {
6661   Mat            A;
6662   PetscInt       n_neighs,*neighs,*n_shared,**shared;
6663   PetscMPIInt    size,rank,color;
6664   PetscInt       *xadj,*adjncy;
6665   PetscInt       *adjncy_wgt,*v_wgt,*ranks_send_to_idx;
6666   PetscInt       im_active,active_procs,N,n,i,j,threshold = 2;
6667   PetscInt       void_procs,*procs_candidates = NULL;
6668   PetscInt       xadj_count,*count;
6669   PetscBool      ismatis,use_vwgt=PETSC_FALSE;
6670   PetscSubcomm   psubcomm;
6671   MPI_Comm       subcomm;
6672   PetscErrorCode ierr;
6673 
6674   PetscFunctionBegin;
6675   PetscValidHeaderSpecific(mat,MAT_CLASSID,1);
6676   ierr = PetscObjectTypeCompare((PetscObject)mat,MATIS,&ismatis);CHKERRQ(ierr);
6677   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);
6678   PetscValidLogicalCollectiveInt(mat,*n_subdomains,2);
6679   PetscValidLogicalCollectiveInt(mat,redprocs,3);
6680   if (*n_subdomains <=0) SETERRQ1(PetscObjectComm((PetscObject)mat),PETSC_ERR_ARG_WRONG,"Invalid number of subdomains requested %d\n",*n_subdomains);
6681 
6682   if (have_void) *have_void = PETSC_FALSE;
6683   ierr = MPI_Comm_size(PetscObjectComm((PetscObject)mat),&size);CHKERRQ(ierr);
6684   ierr = MPI_Comm_rank(PetscObjectComm((PetscObject)mat),&rank);CHKERRQ(ierr);
6685   ierr = MatISGetLocalMat(mat,&A);CHKERRQ(ierr);
6686   ierr = MatGetLocalSize(A,&n,NULL);CHKERRQ(ierr);
6687   im_active = !!n;
6688   ierr = MPIU_Allreduce(&im_active,&active_procs,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)mat));CHKERRQ(ierr);
6689   void_procs = size - active_procs;
6690   /* get ranks of of non-active processes in mat communicator */
6691   if (void_procs) {
6692     PetscInt ncand;
6693 
6694     if (have_void) *have_void = PETSC_TRUE;
6695     ierr = PetscMalloc1(size,&procs_candidates);CHKERRQ(ierr);
6696     ierr = MPI_Allgather(&im_active,1,MPIU_INT,procs_candidates,1,MPIU_INT,PetscObjectComm((PetscObject)mat));CHKERRQ(ierr);
6697     for (i=0,ncand=0;i<size;i++) {
6698       if (!procs_candidates[i]) {
6699         procs_candidates[ncand++] = i;
6700       }
6701     }
6702     /* force n_subdomains to be not greater that the number of non-active processes */
6703     *n_subdomains = PetscMin(void_procs,*n_subdomains);
6704   }
6705 
6706   /* number of subdomains requested greater than active processes or matrix size -> just shift the matrix
6707      number of subdomains requested 1 -> send to master or first candidate in voids  */
6708   ierr = MatGetSize(mat,&N,NULL);CHKERRQ(ierr);
6709   if (active_procs < *n_subdomains || *n_subdomains == 1 || N <= *n_subdomains) {
6710     PetscInt issize,isidx,dest;
6711     if (*n_subdomains == 1) dest = 0;
6712     else dest = rank;
6713     if (im_active) {
6714       issize = 1;
6715       if (procs_candidates) { /* shift the pattern on non-active candidates (if any) */
6716         isidx = procs_candidates[dest];
6717       } else {
6718         isidx = dest;
6719       }
6720     } else {
6721       issize = 0;
6722       isidx = -1;
6723     }
6724     if (*n_subdomains != 1) *n_subdomains = active_procs;
6725     ierr = ISCreateGeneral(PetscObjectComm((PetscObject)mat),issize,&isidx,PETSC_COPY_VALUES,is_sends);CHKERRQ(ierr);
6726     ierr = PetscFree(procs_candidates);CHKERRQ(ierr);
6727     PetscFunctionReturn(0);
6728   }
6729   ierr = PetscOptionsGetBool(NULL,NULL,"-matis_partitioning_use_vwgt",&use_vwgt,NULL);CHKERRQ(ierr);
6730   ierr = PetscOptionsGetInt(NULL,NULL,"-matis_partitioning_threshold",&threshold,NULL);CHKERRQ(ierr);
6731   threshold = PetscMax(threshold,2);
6732 
6733   /* Get info on mapping */
6734   ierr = ISLocalToGlobalMappingGetInfo(mat->rmap->mapping,&n_neighs,&neighs,&n_shared,&shared);CHKERRQ(ierr);
6735 
6736   /* build local CSR graph of subdomains' connectivity */
6737   ierr = PetscMalloc1(2,&xadj);CHKERRQ(ierr);
6738   xadj[0] = 0;
6739   xadj[1] = PetscMax(n_neighs-1,0);
6740   ierr = PetscMalloc1(xadj[1],&adjncy);CHKERRQ(ierr);
6741   ierr = PetscMalloc1(xadj[1],&adjncy_wgt);CHKERRQ(ierr);
6742   ierr = PetscCalloc1(n,&count);CHKERRQ(ierr);
6743   for (i=1;i<n_neighs;i++)
6744     for (j=0;j<n_shared[i];j++)
6745       count[shared[i][j]] += 1;
6746 
6747   xadj_count = 0;
6748   for (i=1;i<n_neighs;i++) {
6749     for (j=0;j<n_shared[i];j++) {
6750       if (count[shared[i][j]] < threshold) {
6751         adjncy[xadj_count] = neighs[i];
6752         adjncy_wgt[xadj_count] = n_shared[i];
6753         xadj_count++;
6754         break;
6755       }
6756     }
6757   }
6758   xadj[1] = xadj_count;
6759   ierr = PetscFree(count);CHKERRQ(ierr);
6760   ierr = ISLocalToGlobalMappingRestoreInfo(mat->rmap->mapping,&n_neighs,&neighs,&n_shared,&shared);CHKERRQ(ierr);
6761   ierr = PetscSortIntWithArray(xadj[1],adjncy,adjncy_wgt);CHKERRQ(ierr);
6762 
6763   ierr = PetscMalloc1(1,&ranks_send_to_idx);CHKERRQ(ierr);
6764 
6765   /* Restrict work on active processes only */
6766   ierr = PetscMPIIntCast(im_active,&color);CHKERRQ(ierr);
6767   if (void_procs) {
6768     ierr = PetscSubcommCreate(PetscObjectComm((PetscObject)mat),&psubcomm);CHKERRQ(ierr);
6769     ierr = PetscSubcommSetNumber(psubcomm,2);CHKERRQ(ierr); /* 2 groups, active process and not active processes */
6770     ierr = PetscSubcommSetTypeGeneral(psubcomm,color,rank);CHKERRQ(ierr);
6771     subcomm = PetscSubcommChild(psubcomm);
6772   } else {
6773     psubcomm = NULL;
6774     subcomm = PetscObjectComm((PetscObject)mat);
6775   }
6776 
6777   v_wgt = NULL;
6778   if (!color) {
6779     ierr = PetscFree(xadj);CHKERRQ(ierr);
6780     ierr = PetscFree(adjncy);CHKERRQ(ierr);
6781     ierr = PetscFree(adjncy_wgt);CHKERRQ(ierr);
6782   } else {
6783     Mat             subdomain_adj;
6784     IS              new_ranks,new_ranks_contig;
6785     MatPartitioning partitioner;
6786     PetscInt        rstart=0,rend=0;
6787     PetscInt        *is_indices,*oldranks;
6788     PetscMPIInt     size;
6789     PetscBool       aggregate;
6790 
6791     ierr = MPI_Comm_size(subcomm,&size);CHKERRQ(ierr);
6792     if (void_procs) {
6793       PetscInt prank = rank;
6794       ierr = PetscMalloc1(size,&oldranks);CHKERRQ(ierr);
6795       ierr = MPI_Allgather(&prank,1,MPIU_INT,oldranks,1,MPIU_INT,subcomm);CHKERRQ(ierr);
6796       for (i=0;i<xadj[1];i++) {
6797         ierr = PetscFindInt(adjncy[i],size,oldranks,&adjncy[i]);CHKERRQ(ierr);
6798       }
6799       ierr = PetscSortIntWithArray(xadj[1],adjncy,adjncy_wgt);CHKERRQ(ierr);
6800     } else {
6801       oldranks = NULL;
6802     }
6803     aggregate = ((redprocs > 0 && redprocs < size) ? PETSC_TRUE : PETSC_FALSE);
6804     if (aggregate) { /* TODO: all this part could be made more efficient */
6805       PetscInt    lrows,row,ncols,*cols;
6806       PetscMPIInt nrank;
6807       PetscScalar *vals;
6808 
6809       ierr = MPI_Comm_rank(subcomm,&nrank);CHKERRQ(ierr);
6810       lrows = 0;
6811       if (nrank<redprocs) {
6812         lrows = size/redprocs;
6813         if (nrank<size%redprocs) lrows++;
6814       }
6815       ierr = MatCreateAIJ(subcomm,lrows,lrows,size,size,50,NULL,50,NULL,&subdomain_adj);CHKERRQ(ierr);
6816       ierr = MatGetOwnershipRange(subdomain_adj,&rstart,&rend);CHKERRQ(ierr);
6817       ierr = MatSetOption(subdomain_adj,MAT_NEW_NONZERO_LOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
6818       ierr = MatSetOption(subdomain_adj,MAT_NEW_NONZERO_ALLOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
6819       row = nrank;
6820       ncols = xadj[1]-xadj[0];
6821       cols = adjncy;
6822       ierr = PetscMalloc1(ncols,&vals);CHKERRQ(ierr);
6823       for (i=0;i<ncols;i++) vals[i] = adjncy_wgt[i];
6824       ierr = MatSetValues(subdomain_adj,1,&row,ncols,cols,vals,INSERT_VALUES);CHKERRQ(ierr);
6825       ierr = MatAssemblyBegin(subdomain_adj,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6826       ierr = MatAssemblyEnd(subdomain_adj,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6827       ierr = PetscFree(xadj);CHKERRQ(ierr);
6828       ierr = PetscFree(adjncy);CHKERRQ(ierr);
6829       ierr = PetscFree(adjncy_wgt);CHKERRQ(ierr);
6830       ierr = PetscFree(vals);CHKERRQ(ierr);
6831       if (use_vwgt) {
6832         Vec               v;
6833         const PetscScalar *array;
6834         PetscInt          nl;
6835 
6836         ierr = MatCreateVecs(subdomain_adj,&v,NULL);CHKERRQ(ierr);
6837         ierr = VecSetValue(v,row,(PetscScalar)n,INSERT_VALUES);CHKERRQ(ierr);
6838         ierr = VecAssemblyBegin(v);CHKERRQ(ierr);
6839         ierr = VecAssemblyEnd(v);CHKERRQ(ierr);
6840         ierr = VecGetLocalSize(v,&nl);CHKERRQ(ierr);
6841         ierr = VecGetArrayRead(v,&array);CHKERRQ(ierr);
6842         ierr = PetscMalloc1(nl,&v_wgt);CHKERRQ(ierr);
6843         for (i=0;i<nl;i++) v_wgt[i] = (PetscInt)PetscRealPart(array[i]);
6844         ierr = VecRestoreArrayRead(v,&array);CHKERRQ(ierr);
6845         ierr = VecDestroy(&v);CHKERRQ(ierr);
6846       }
6847     } else {
6848       ierr = MatCreateMPIAdj(subcomm,1,(PetscInt)size,xadj,adjncy,adjncy_wgt,&subdomain_adj);CHKERRQ(ierr);
6849       if (use_vwgt) {
6850         ierr = PetscMalloc1(1,&v_wgt);CHKERRQ(ierr);
6851         v_wgt[0] = n;
6852       }
6853     }
6854     /* ierr = MatView(subdomain_adj,0);CHKERRQ(ierr); */
6855 
6856     /* Partition */
6857     ierr = MatPartitioningCreate(subcomm,&partitioner);CHKERRQ(ierr);
6858     ierr = MatPartitioningSetAdjacency(partitioner,subdomain_adj);CHKERRQ(ierr);
6859     if (v_wgt) {
6860       ierr = MatPartitioningSetVertexWeights(partitioner,v_wgt);CHKERRQ(ierr);
6861     }
6862     *n_subdomains = PetscMin((PetscInt)size,*n_subdomains);
6863     ierr = MatPartitioningSetNParts(partitioner,*n_subdomains);CHKERRQ(ierr);
6864     ierr = MatPartitioningSetFromOptions(partitioner);CHKERRQ(ierr);
6865     ierr = MatPartitioningApply(partitioner,&new_ranks);CHKERRQ(ierr);
6866     /* ierr = MatPartitioningView(partitioner,0);CHKERRQ(ierr); */
6867 
6868     /* renumber new_ranks to avoid "holes" in new set of processors */
6869     ierr = ISRenumber(new_ranks,NULL,NULL,&new_ranks_contig);CHKERRQ(ierr);
6870     ierr = ISDestroy(&new_ranks);CHKERRQ(ierr);
6871     ierr = ISGetIndices(new_ranks_contig,(const PetscInt**)&is_indices);CHKERRQ(ierr);
6872     if (!aggregate) {
6873       if (procs_candidates) { /* shift the pattern on non-active candidates (if any) */
6874 #if defined(PETSC_USE_DEBUG)
6875         if (!oldranks) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"This should not happen");
6876 #endif
6877         ranks_send_to_idx[0] = procs_candidates[oldranks[is_indices[0]]];
6878       } else if (oldranks) {
6879         ranks_send_to_idx[0] = oldranks[is_indices[0]];
6880       } else {
6881         ranks_send_to_idx[0] = is_indices[0];
6882       }
6883     } else {
6884       PetscInt    idxs[1];
6885       PetscMPIInt tag;
6886       MPI_Request *reqs;
6887 
6888       ierr = PetscObjectGetNewTag((PetscObject)subdomain_adj,&tag);CHKERRQ(ierr);
6889       ierr = PetscMalloc1(rend-rstart,&reqs);CHKERRQ(ierr);
6890       for (i=rstart;i<rend;i++) {
6891         ierr = MPI_Isend(is_indices+i-rstart,1,MPIU_INT,i,tag,subcomm,&reqs[i-rstart]);CHKERRQ(ierr);
6892       }
6893       ierr = MPI_Recv(idxs,1,MPIU_INT,MPI_ANY_SOURCE,tag,subcomm,MPI_STATUS_IGNORE);CHKERRQ(ierr);
6894       ierr = MPI_Waitall(rend-rstart,reqs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
6895       ierr = PetscFree(reqs);CHKERRQ(ierr);
6896       if (procs_candidates) { /* shift the pattern on non-active candidates (if any) */
6897 #if defined(PETSC_USE_DEBUG)
6898         if (!oldranks) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"This should not happen");
6899 #endif
6900         ranks_send_to_idx[0] = procs_candidates[oldranks[idxs[0]]];
6901       } else if (oldranks) {
6902         ranks_send_to_idx[0] = oldranks[idxs[0]];
6903       } else {
6904         ranks_send_to_idx[0] = idxs[0];
6905       }
6906     }
6907     ierr = ISRestoreIndices(new_ranks_contig,(const PetscInt**)&is_indices);CHKERRQ(ierr);
6908     /* clean up */
6909     ierr = PetscFree(oldranks);CHKERRQ(ierr);
6910     ierr = ISDestroy(&new_ranks_contig);CHKERRQ(ierr);
6911     ierr = MatDestroy(&subdomain_adj);CHKERRQ(ierr);
6912     ierr = MatPartitioningDestroy(&partitioner);CHKERRQ(ierr);
6913   }
6914   ierr = PetscSubcommDestroy(&psubcomm);CHKERRQ(ierr);
6915   ierr = PetscFree(procs_candidates);CHKERRQ(ierr);
6916 
6917   /* assemble parallel IS for sends */
6918   i = 1;
6919   if (!color) i=0;
6920   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)mat),i,ranks_send_to_idx,PETSC_OWN_POINTER,is_sends);CHKERRQ(ierr);
6921   PetscFunctionReturn(0);
6922 }
6923 
6924 typedef enum {MATDENSE_PRIVATE=0,MATAIJ_PRIVATE,MATBAIJ_PRIVATE,MATSBAIJ_PRIVATE}MatTypePrivate;
6925 
6926 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[])
6927 {
6928   Mat                    local_mat;
6929   IS                     is_sends_internal;
6930   PetscInt               rows,cols,new_local_rows;
6931   PetscInt               i,bs,buf_size_idxs,buf_size_idxs_is,buf_size_vals,buf_size_vecs;
6932   PetscBool              ismatis,isdense,newisdense,destroy_mat;
6933   ISLocalToGlobalMapping l2gmap;
6934   PetscInt*              l2gmap_indices;
6935   const PetscInt*        is_indices;
6936   MatType                new_local_type;
6937   /* buffers */
6938   PetscInt               *ptr_idxs,*send_buffer_idxs,*recv_buffer_idxs;
6939   PetscInt               *ptr_idxs_is,*send_buffer_idxs_is,*recv_buffer_idxs_is;
6940   PetscInt               *recv_buffer_idxs_local;
6941   PetscScalar            *ptr_vals,*send_buffer_vals,*recv_buffer_vals;
6942   PetscScalar            *ptr_vecs,*send_buffer_vecs,*recv_buffer_vecs;
6943   /* MPI */
6944   MPI_Comm               comm,comm_n;
6945   PetscSubcomm           subcomm;
6946   PetscMPIInt            n_sends,n_recvs,commsize;
6947   PetscMPIInt            *iflags,*ilengths_idxs,*ilengths_vals,*ilengths_idxs_is;
6948   PetscMPIInt            *onodes,*onodes_is,*olengths_idxs,*olengths_idxs_is,*olengths_vals;
6949   PetscMPIInt            len,tag_idxs,tag_idxs_is,tag_vals,tag_vecs,source_dest;
6950   MPI_Request            *send_req_idxs,*send_req_idxs_is,*send_req_vals,*send_req_vecs;
6951   MPI_Request            *recv_req_idxs,*recv_req_idxs_is,*recv_req_vals,*recv_req_vecs;
6952   PetscErrorCode         ierr;
6953 
6954   PetscFunctionBegin;
6955   PetscValidHeaderSpecific(mat,MAT_CLASSID,1);
6956   ierr = PetscObjectTypeCompare((PetscObject)mat,MATIS,&ismatis);CHKERRQ(ierr);
6957   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);
6958   PetscValidLogicalCollectiveInt(mat,n_subdomains,3);
6959   PetscValidLogicalCollectiveBool(mat,restrict_comm,4);
6960   PetscValidLogicalCollectiveBool(mat,restrict_full,5);
6961   PetscValidLogicalCollectiveBool(mat,reuse,6);
6962   PetscValidLogicalCollectiveInt(mat,nis,8);
6963   PetscValidLogicalCollectiveInt(mat,nvecs,10);
6964   if (nvecs) {
6965     if (nvecs > 1) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Just 1 vector supported");
6966     PetscValidHeaderSpecific(nnsp_vec[0],VEC_CLASSID,11);
6967   }
6968   /* further checks */
6969   ierr = MatISGetLocalMat(mat,&local_mat);CHKERRQ(ierr);
6970   ierr = PetscObjectTypeCompare((PetscObject)local_mat,MATSEQDENSE,&isdense);CHKERRQ(ierr);
6971   if (!isdense) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Currently cannot subassemble MATIS when local matrix type is not of type SEQDENSE");
6972   ierr = MatGetSize(local_mat,&rows,&cols);CHKERRQ(ierr);
6973   if (rows != cols) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Local MATIS matrices should be square");
6974   if (reuse && *mat_n) {
6975     PetscInt mrows,mcols,mnrows,mncols;
6976     PetscValidHeaderSpecific(*mat_n,MAT_CLASSID,7);
6977     ierr = PetscObjectTypeCompare((PetscObject)*mat_n,MATIS,&ismatis);CHKERRQ(ierr);
6978     if (!ismatis) SETERRQ(PetscObjectComm((PetscObject)*mat_n),PETSC_ERR_SUP,"Cannot reuse a matrix which is not of type MATIS");
6979     ierr = MatGetSize(mat,&mrows,&mcols);CHKERRQ(ierr);
6980     ierr = MatGetSize(*mat_n,&mnrows,&mncols);CHKERRQ(ierr);
6981     if (mrows != mnrows) SETERRQ2(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Cannot reuse matrix! Wrong number of rows %D != %D",mrows,mnrows);
6982     if (mcols != mncols) SETERRQ2(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Cannot reuse matrix! Wrong number of cols %D != %D",mcols,mncols);
6983   }
6984   ierr = MatGetBlockSize(local_mat,&bs);CHKERRQ(ierr);
6985   PetscValidLogicalCollectiveInt(mat,bs,0);
6986 
6987   /* prepare IS for sending if not provided */
6988   if (!is_sends) {
6989     if (!n_subdomains) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"You should specify either an IS or a target number of subdomains");
6990     ierr = PCBDDCMatISGetSubassemblingPattern(mat,&n_subdomains,0,&is_sends_internal,NULL);CHKERRQ(ierr);
6991   } else {
6992     ierr = PetscObjectReference((PetscObject)is_sends);CHKERRQ(ierr);
6993     is_sends_internal = is_sends;
6994   }
6995 
6996   /* get comm */
6997   ierr = PetscObjectGetComm((PetscObject)mat,&comm);CHKERRQ(ierr);
6998 
6999   /* compute number of sends */
7000   ierr = ISGetLocalSize(is_sends_internal,&i);CHKERRQ(ierr);
7001   ierr = PetscMPIIntCast(i,&n_sends);CHKERRQ(ierr);
7002 
7003   /* compute number of receives */
7004   ierr = MPI_Comm_size(comm,&commsize);CHKERRQ(ierr);
7005   ierr = PetscMalloc1(commsize,&iflags);CHKERRQ(ierr);
7006   ierr = PetscMemzero(iflags,commsize*sizeof(*iflags));CHKERRQ(ierr);
7007   ierr = ISGetIndices(is_sends_internal,&is_indices);CHKERRQ(ierr);
7008   for (i=0;i<n_sends;i++) iflags[is_indices[i]] = 1;
7009   ierr = PetscGatherNumberOfMessages(comm,iflags,NULL,&n_recvs);CHKERRQ(ierr);
7010   ierr = PetscFree(iflags);CHKERRQ(ierr);
7011 
7012   /* restrict comm if requested */
7013   subcomm = 0;
7014   destroy_mat = PETSC_FALSE;
7015   if (restrict_comm) {
7016     PetscMPIInt color,subcommsize;
7017 
7018     color = 0;
7019     if (restrict_full) {
7020       if (!n_recvs) color = 1; /* processes not receiving anything will not partecipate in new comm (full restriction) */
7021     } else {
7022       if (!n_recvs && n_sends) color = 1; /* just those processes that are sending but not receiving anything will not partecipate in new comm */
7023     }
7024     ierr = MPIU_Allreduce(&color,&subcommsize,1,MPI_INT,MPI_SUM,comm);CHKERRQ(ierr);
7025     subcommsize = commsize - subcommsize;
7026     /* check if reuse has been requested */
7027     if (reuse) {
7028       if (*mat_n) {
7029         PetscMPIInt subcommsize2;
7030         ierr = MPI_Comm_size(PetscObjectComm((PetscObject)*mat_n),&subcommsize2);CHKERRQ(ierr);
7031         if (subcommsize != subcommsize2) SETERRQ2(PetscObjectComm((PetscObject)*mat_n),PETSC_ERR_PLIB,"Cannot reuse matrix! wrong subcomm size %d != %d",subcommsize,subcommsize2);
7032         comm_n = PetscObjectComm((PetscObject)*mat_n);
7033       } else {
7034         comm_n = PETSC_COMM_SELF;
7035       }
7036     } else { /* MAT_INITIAL_MATRIX */
7037       PetscMPIInt rank;
7038 
7039       ierr = MPI_Comm_rank(comm,&rank);CHKERRQ(ierr);
7040       ierr = PetscSubcommCreate(comm,&subcomm);CHKERRQ(ierr);
7041       ierr = PetscSubcommSetNumber(subcomm,2);CHKERRQ(ierr);
7042       ierr = PetscSubcommSetTypeGeneral(subcomm,color,rank);CHKERRQ(ierr);
7043       comm_n = PetscSubcommChild(subcomm);
7044     }
7045     /* flag to destroy *mat_n if not significative */
7046     if (color) destroy_mat = PETSC_TRUE;
7047   } else {
7048     comm_n = comm;
7049   }
7050 
7051   /* prepare send/receive buffers */
7052   ierr = PetscMalloc1(commsize,&ilengths_idxs);CHKERRQ(ierr);
7053   ierr = PetscMemzero(ilengths_idxs,commsize*sizeof(*ilengths_idxs));CHKERRQ(ierr);
7054   ierr = PetscMalloc1(commsize,&ilengths_vals);CHKERRQ(ierr);
7055   ierr = PetscMemzero(ilengths_vals,commsize*sizeof(*ilengths_vals));CHKERRQ(ierr);
7056   if (nis) {
7057     ierr = PetscCalloc1(commsize,&ilengths_idxs_is);CHKERRQ(ierr);
7058   }
7059 
7060   /* Get data from local matrices */
7061   if (!isdense) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Subassembling of AIJ local matrices not yet implemented");
7062     /* TODO: See below some guidelines on how to prepare the local buffers */
7063     /*
7064        send_buffer_vals should contain the raw values of the local matrix
7065        send_buffer_idxs should contain:
7066        - MatType_PRIVATE type
7067        - PetscInt        size_of_l2gmap
7068        - PetscInt        global_row_indices[size_of_l2gmap]
7069        - PetscInt        all_other_info_which_is_needed_to_compute_preallocation_and_set_values
7070     */
7071   else {
7072     ierr = MatDenseGetArray(local_mat,&send_buffer_vals);CHKERRQ(ierr);
7073     ierr = ISLocalToGlobalMappingGetSize(mat->rmap->mapping,&i);CHKERRQ(ierr);
7074     ierr = PetscMalloc1(i+2,&send_buffer_idxs);CHKERRQ(ierr);
7075     send_buffer_idxs[0] = (PetscInt)MATDENSE_PRIVATE;
7076     send_buffer_idxs[1] = i;
7077     ierr = ISLocalToGlobalMappingGetIndices(mat->rmap->mapping,(const PetscInt**)&ptr_idxs);CHKERRQ(ierr);
7078     ierr = PetscMemcpy(&send_buffer_idxs[2],ptr_idxs,i*sizeof(PetscInt));CHKERRQ(ierr);
7079     ierr = ISLocalToGlobalMappingRestoreIndices(mat->rmap->mapping,(const PetscInt**)&ptr_idxs);CHKERRQ(ierr);
7080     ierr = PetscMPIIntCast(i,&len);CHKERRQ(ierr);
7081     for (i=0;i<n_sends;i++) {
7082       ilengths_vals[is_indices[i]] = len*len;
7083       ilengths_idxs[is_indices[i]] = len+2;
7084     }
7085   }
7086   ierr = PetscGatherMessageLengths2(comm,n_sends,n_recvs,ilengths_idxs,ilengths_vals,&onodes,&olengths_idxs,&olengths_vals);CHKERRQ(ierr);
7087   /* additional is (if any) */
7088   if (nis) {
7089     PetscMPIInt psum;
7090     PetscInt j;
7091     for (j=0,psum=0;j<nis;j++) {
7092       PetscInt plen;
7093       ierr = ISGetLocalSize(isarray[j],&plen);CHKERRQ(ierr);
7094       ierr = PetscMPIIntCast(plen,&len);CHKERRQ(ierr);
7095       psum += len+1; /* indices + lenght */
7096     }
7097     ierr = PetscMalloc1(psum,&send_buffer_idxs_is);CHKERRQ(ierr);
7098     for (j=0,psum=0;j<nis;j++) {
7099       PetscInt plen;
7100       const PetscInt *is_array_idxs;
7101       ierr = ISGetLocalSize(isarray[j],&plen);CHKERRQ(ierr);
7102       send_buffer_idxs_is[psum] = plen;
7103       ierr = ISGetIndices(isarray[j],&is_array_idxs);CHKERRQ(ierr);
7104       ierr = PetscMemcpy(&send_buffer_idxs_is[psum+1],is_array_idxs,plen*sizeof(PetscInt));CHKERRQ(ierr);
7105       ierr = ISRestoreIndices(isarray[j],&is_array_idxs);CHKERRQ(ierr);
7106       psum += plen+1; /* indices + lenght */
7107     }
7108     for (i=0;i<n_sends;i++) {
7109       ilengths_idxs_is[is_indices[i]] = psum;
7110     }
7111     ierr = PetscGatherMessageLengths(comm,n_sends,n_recvs,ilengths_idxs_is,&onodes_is,&olengths_idxs_is);CHKERRQ(ierr);
7112   }
7113   ierr = MatISRestoreLocalMat(mat,&local_mat);CHKERRQ(ierr);
7114 
7115   buf_size_idxs = 0;
7116   buf_size_vals = 0;
7117   buf_size_idxs_is = 0;
7118   buf_size_vecs = 0;
7119   for (i=0;i<n_recvs;i++) {
7120     buf_size_idxs += (PetscInt)olengths_idxs[i];
7121     buf_size_vals += (PetscInt)olengths_vals[i];
7122     if (nis) buf_size_idxs_is += (PetscInt)olengths_idxs_is[i];
7123     if (nvecs) buf_size_vecs += (PetscInt)olengths_idxs[i];
7124   }
7125   ierr = PetscMalloc1(buf_size_idxs,&recv_buffer_idxs);CHKERRQ(ierr);
7126   ierr = PetscMalloc1(buf_size_vals,&recv_buffer_vals);CHKERRQ(ierr);
7127   ierr = PetscMalloc1(buf_size_idxs_is,&recv_buffer_idxs_is);CHKERRQ(ierr);
7128   ierr = PetscMalloc1(buf_size_vecs,&recv_buffer_vecs);CHKERRQ(ierr);
7129 
7130   /* get new tags for clean communications */
7131   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_idxs);CHKERRQ(ierr);
7132   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_vals);CHKERRQ(ierr);
7133   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_idxs_is);CHKERRQ(ierr);
7134   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_vecs);CHKERRQ(ierr);
7135 
7136   /* allocate for requests */
7137   ierr = PetscMalloc1(n_sends,&send_req_idxs);CHKERRQ(ierr);
7138   ierr = PetscMalloc1(n_sends,&send_req_vals);CHKERRQ(ierr);
7139   ierr = PetscMalloc1(n_sends,&send_req_idxs_is);CHKERRQ(ierr);
7140   ierr = PetscMalloc1(n_sends,&send_req_vecs);CHKERRQ(ierr);
7141   ierr = PetscMalloc1(n_recvs,&recv_req_idxs);CHKERRQ(ierr);
7142   ierr = PetscMalloc1(n_recvs,&recv_req_vals);CHKERRQ(ierr);
7143   ierr = PetscMalloc1(n_recvs,&recv_req_idxs_is);CHKERRQ(ierr);
7144   ierr = PetscMalloc1(n_recvs,&recv_req_vecs);CHKERRQ(ierr);
7145 
7146   /* communications */
7147   ptr_idxs = recv_buffer_idxs;
7148   ptr_vals = recv_buffer_vals;
7149   ptr_idxs_is = recv_buffer_idxs_is;
7150   ptr_vecs = recv_buffer_vecs;
7151   for (i=0;i<n_recvs;i++) {
7152     source_dest = onodes[i];
7153     ierr = MPI_Irecv(ptr_idxs,olengths_idxs[i],MPIU_INT,source_dest,tag_idxs,comm,&recv_req_idxs[i]);CHKERRQ(ierr);
7154     ierr = MPI_Irecv(ptr_vals,olengths_vals[i],MPIU_SCALAR,source_dest,tag_vals,comm,&recv_req_vals[i]);CHKERRQ(ierr);
7155     ptr_idxs += olengths_idxs[i];
7156     ptr_vals += olengths_vals[i];
7157     if (nis) {
7158       source_dest = onodes_is[i];
7159       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);
7160       ptr_idxs_is += olengths_idxs_is[i];
7161     }
7162     if (nvecs) {
7163       source_dest = onodes[i];
7164       ierr = MPI_Irecv(ptr_vecs,olengths_idxs[i]-2,MPIU_SCALAR,source_dest,tag_vecs,comm,&recv_req_vecs[i]);CHKERRQ(ierr);
7165       ptr_vecs += olengths_idxs[i]-2;
7166     }
7167   }
7168   for (i=0;i<n_sends;i++) {
7169     ierr = PetscMPIIntCast(is_indices[i],&source_dest);CHKERRQ(ierr);
7170     ierr = MPI_Isend(send_buffer_idxs,ilengths_idxs[source_dest],MPIU_INT,source_dest,tag_idxs,comm,&send_req_idxs[i]);CHKERRQ(ierr);
7171     ierr = MPI_Isend(send_buffer_vals,ilengths_vals[source_dest],MPIU_SCALAR,source_dest,tag_vals,comm,&send_req_vals[i]);CHKERRQ(ierr);
7172     if (nis) {
7173       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);
7174     }
7175     if (nvecs) {
7176       ierr = VecGetArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7177       ierr = MPI_Isend(send_buffer_vecs,ilengths_idxs[source_dest]-2,MPIU_SCALAR,source_dest,tag_vecs,comm,&send_req_vecs[i]);CHKERRQ(ierr);
7178     }
7179   }
7180   ierr = ISRestoreIndices(is_sends_internal,&is_indices);CHKERRQ(ierr);
7181   ierr = ISDestroy(&is_sends_internal);CHKERRQ(ierr);
7182 
7183   /* assemble new l2g map */
7184   ierr = MPI_Waitall(n_recvs,recv_req_idxs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7185   ptr_idxs = recv_buffer_idxs;
7186   new_local_rows = 0;
7187   for (i=0;i<n_recvs;i++) {
7188     new_local_rows += *(ptr_idxs+1); /* second element is the local size of the l2gmap */
7189     ptr_idxs += olengths_idxs[i];
7190   }
7191   ierr = PetscMalloc1(new_local_rows,&l2gmap_indices);CHKERRQ(ierr);
7192   ptr_idxs = recv_buffer_idxs;
7193   new_local_rows = 0;
7194   for (i=0;i<n_recvs;i++) {
7195     ierr = PetscMemcpy(&l2gmap_indices[new_local_rows],ptr_idxs+2,(*(ptr_idxs+1))*sizeof(PetscInt));CHKERRQ(ierr);
7196     new_local_rows += *(ptr_idxs+1); /* second element is the local size of the l2gmap */
7197     ptr_idxs += olengths_idxs[i];
7198   }
7199   ierr = PetscSortRemoveDupsInt(&new_local_rows,l2gmap_indices);CHKERRQ(ierr);
7200   ierr = ISLocalToGlobalMappingCreate(comm_n,1,new_local_rows,l2gmap_indices,PETSC_COPY_VALUES,&l2gmap);CHKERRQ(ierr);
7201   ierr = PetscFree(l2gmap_indices);CHKERRQ(ierr);
7202 
7203   /* infer new local matrix type from received local matrices type */
7204   /* currently if all local matrices are of type X, then the resulting matrix will be of type X, except for the dense case */
7205   /* 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) */
7206   if (n_recvs) {
7207     MatTypePrivate new_local_type_private = (MatTypePrivate)send_buffer_idxs[0];
7208     ptr_idxs = recv_buffer_idxs;
7209     for (i=0;i<n_recvs;i++) {
7210       if ((PetscInt)new_local_type_private != *ptr_idxs) {
7211         new_local_type_private = MATAIJ_PRIVATE;
7212         break;
7213       }
7214       ptr_idxs += olengths_idxs[i];
7215     }
7216     switch (new_local_type_private) {
7217       case MATDENSE_PRIVATE:
7218         new_local_type = MATSEQAIJ;
7219         bs = 1;
7220         break;
7221       case MATAIJ_PRIVATE:
7222         new_local_type = MATSEQAIJ;
7223         bs = 1;
7224         break;
7225       case MATBAIJ_PRIVATE:
7226         new_local_type = MATSEQBAIJ;
7227         break;
7228       case MATSBAIJ_PRIVATE:
7229         new_local_type = MATSEQSBAIJ;
7230         break;
7231       default:
7232         SETERRQ2(comm,PETSC_ERR_SUP,"Unsupported private type %d in %s",new_local_type_private,PETSC_FUNCTION_NAME);
7233         break;
7234     }
7235   } else { /* by default, new_local_type is seqaij */
7236     new_local_type = MATSEQAIJ;
7237     bs = 1;
7238   }
7239 
7240   /* create MATIS object if needed */
7241   if (!reuse) {
7242     ierr = MatGetSize(mat,&rows,&cols);CHKERRQ(ierr);
7243     ierr = MatCreateIS(comm_n,bs,PETSC_DECIDE,PETSC_DECIDE,rows,cols,l2gmap,NULL,mat_n);CHKERRQ(ierr);
7244   } else {
7245     /* it also destroys the local matrices */
7246     if (*mat_n) {
7247       ierr = MatSetLocalToGlobalMapping(*mat_n,l2gmap,l2gmap);CHKERRQ(ierr);
7248     } else { /* this is a fake object */
7249       ierr = MatCreateIS(comm_n,bs,PETSC_DECIDE,PETSC_DECIDE,rows,cols,l2gmap,NULL,mat_n);CHKERRQ(ierr);
7250     }
7251   }
7252   ierr = MatISGetLocalMat(*mat_n,&local_mat);CHKERRQ(ierr);
7253   ierr = MatSetType(local_mat,new_local_type);CHKERRQ(ierr);
7254 
7255   ierr = MPI_Waitall(n_recvs,recv_req_vals,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7256 
7257   /* Global to local map of received indices */
7258   ierr = PetscMalloc1(buf_size_idxs,&recv_buffer_idxs_local);CHKERRQ(ierr); /* needed for values insertion */
7259   ierr = ISGlobalToLocalMappingApply(l2gmap,IS_GTOLM_MASK,buf_size_idxs,recv_buffer_idxs,&i,recv_buffer_idxs_local);CHKERRQ(ierr);
7260   ierr = ISLocalToGlobalMappingDestroy(&l2gmap);CHKERRQ(ierr);
7261 
7262   /* restore attributes -> type of incoming data and its size */
7263   buf_size_idxs = 0;
7264   for (i=0;i<n_recvs;i++) {
7265     recv_buffer_idxs_local[buf_size_idxs] = recv_buffer_idxs[buf_size_idxs];
7266     recv_buffer_idxs_local[buf_size_idxs+1] = recv_buffer_idxs[buf_size_idxs+1];
7267     buf_size_idxs += (PetscInt)olengths_idxs[i];
7268   }
7269   ierr = PetscFree(recv_buffer_idxs);CHKERRQ(ierr);
7270 
7271   /* set preallocation */
7272   ierr = PetscObjectTypeCompare((PetscObject)local_mat,MATSEQDENSE,&newisdense);CHKERRQ(ierr);
7273   if (!newisdense) {
7274     PetscInt *new_local_nnz=0;
7275 
7276     ptr_idxs = recv_buffer_idxs_local;
7277     if (n_recvs) {
7278       ierr = PetscCalloc1(new_local_rows,&new_local_nnz);CHKERRQ(ierr);
7279     }
7280     for (i=0;i<n_recvs;i++) {
7281       PetscInt j;
7282       if (*ptr_idxs == (PetscInt)MATDENSE_PRIVATE) { /* preallocation provided for dense case only */
7283         for (j=0;j<*(ptr_idxs+1);j++) {
7284           new_local_nnz[*(ptr_idxs+2+j)] += *(ptr_idxs+1);
7285         }
7286       } else {
7287         /* TODO */
7288       }
7289       ptr_idxs += olengths_idxs[i];
7290     }
7291     if (new_local_nnz) {
7292       for (i=0;i<new_local_rows;i++) new_local_nnz[i] = PetscMin(new_local_nnz[i],new_local_rows);
7293       ierr = MatSeqAIJSetPreallocation(local_mat,0,new_local_nnz);CHKERRQ(ierr);
7294       for (i=0;i<new_local_rows;i++) new_local_nnz[i] /= bs;
7295       ierr = MatSeqBAIJSetPreallocation(local_mat,bs,0,new_local_nnz);CHKERRQ(ierr);
7296       for (i=0;i<new_local_rows;i++) new_local_nnz[i] = PetscMax(new_local_nnz[i]-i,0);
7297       ierr = MatSeqSBAIJSetPreallocation(local_mat,bs,0,new_local_nnz);CHKERRQ(ierr);
7298     } else {
7299       ierr = MatSetUp(local_mat);CHKERRQ(ierr);
7300     }
7301     ierr = PetscFree(new_local_nnz);CHKERRQ(ierr);
7302   } else {
7303     ierr = MatSetUp(local_mat);CHKERRQ(ierr);
7304   }
7305 
7306   /* set values */
7307   ptr_vals = recv_buffer_vals;
7308   ptr_idxs = recv_buffer_idxs_local;
7309   for (i=0;i<n_recvs;i++) {
7310     if (*ptr_idxs == (PetscInt)MATDENSE_PRIVATE) { /* values insertion provided for dense case only */
7311       ierr = MatSetOption(local_mat,MAT_ROW_ORIENTED,PETSC_FALSE);CHKERRQ(ierr);
7312       ierr = MatSetValues(local_mat,*(ptr_idxs+1),ptr_idxs+2,*(ptr_idxs+1),ptr_idxs+2,ptr_vals,ADD_VALUES);CHKERRQ(ierr);
7313       ierr = MatAssemblyBegin(local_mat,MAT_FLUSH_ASSEMBLY);CHKERRQ(ierr);
7314       ierr = MatAssemblyEnd(local_mat,MAT_FLUSH_ASSEMBLY);CHKERRQ(ierr);
7315       ierr = MatSetOption(local_mat,MAT_ROW_ORIENTED,PETSC_TRUE);CHKERRQ(ierr);
7316     } else {
7317       /* TODO */
7318     }
7319     ptr_idxs += olengths_idxs[i];
7320     ptr_vals += olengths_vals[i];
7321   }
7322   ierr = MatAssemblyBegin(local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7323   ierr = MatAssemblyEnd(local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7324   ierr = MatISRestoreLocalMat(*mat_n,&local_mat);CHKERRQ(ierr);
7325   ierr = MatAssemblyBegin(*mat_n,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7326   ierr = MatAssemblyEnd(*mat_n,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7327   ierr = PetscFree(recv_buffer_vals);CHKERRQ(ierr);
7328 
7329 #if 0
7330   if (!restrict_comm) { /* check */
7331     Vec       lvec,rvec;
7332     PetscReal infty_error;
7333 
7334     ierr = MatCreateVecs(mat,&rvec,&lvec);CHKERRQ(ierr);
7335     ierr = VecSetRandom(rvec,NULL);CHKERRQ(ierr);
7336     ierr = MatMult(mat,rvec,lvec);CHKERRQ(ierr);
7337     ierr = VecScale(lvec,-1.0);CHKERRQ(ierr);
7338     ierr = MatMultAdd(*mat_n,rvec,lvec,lvec);CHKERRQ(ierr);
7339     ierr = VecNorm(lvec,NORM_INFINITY,&infty_error);CHKERRQ(ierr);
7340     ierr = PetscPrintf(PetscObjectComm((PetscObject)mat),"Infinity error subassembling %1.6e\n",infty_error);
7341     ierr = VecDestroy(&rvec);CHKERRQ(ierr);
7342     ierr = VecDestroy(&lvec);CHKERRQ(ierr);
7343   }
7344 #endif
7345 
7346   /* assemble new additional is (if any) */
7347   if (nis) {
7348     PetscInt **temp_idxs,*count_is,j,psum;
7349 
7350     ierr = MPI_Waitall(n_recvs,recv_req_idxs_is,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7351     ierr = PetscCalloc1(nis,&count_is);CHKERRQ(ierr);
7352     ptr_idxs = recv_buffer_idxs_is;
7353     psum = 0;
7354     for (i=0;i<n_recvs;i++) {
7355       for (j=0;j<nis;j++) {
7356         PetscInt plen = *(ptr_idxs); /* first element is the local size of IS's indices */
7357         count_is[j] += plen; /* increment counting of buffer for j-th IS */
7358         psum += plen;
7359         ptr_idxs += plen+1; /* shift pointer to received data */
7360       }
7361     }
7362     ierr = PetscMalloc1(nis,&temp_idxs);CHKERRQ(ierr);
7363     ierr = PetscMalloc1(psum,&temp_idxs[0]);CHKERRQ(ierr);
7364     for (i=1;i<nis;i++) {
7365       temp_idxs[i] = temp_idxs[i-1]+count_is[i-1];
7366     }
7367     ierr = PetscMemzero(count_is,nis*sizeof(PetscInt));CHKERRQ(ierr);
7368     ptr_idxs = recv_buffer_idxs_is;
7369     for (i=0;i<n_recvs;i++) {
7370       for (j=0;j<nis;j++) {
7371         PetscInt plen = *(ptr_idxs); /* first element is the local size of IS's indices */
7372         ierr = PetscMemcpy(&temp_idxs[j][count_is[j]],ptr_idxs+1,plen*sizeof(PetscInt));CHKERRQ(ierr);
7373         count_is[j] += plen; /* increment starting point of buffer for j-th IS */
7374         ptr_idxs += plen+1; /* shift pointer to received data */
7375       }
7376     }
7377     for (i=0;i<nis;i++) {
7378       ierr = ISDestroy(&isarray[i]);CHKERRQ(ierr);
7379       ierr = PetscSortRemoveDupsInt(&count_is[i],temp_idxs[i]);CHKERRQ(ierr);CHKERRQ(ierr);
7380       ierr = ISCreateGeneral(comm_n,count_is[i],temp_idxs[i],PETSC_COPY_VALUES,&isarray[i]);CHKERRQ(ierr);
7381     }
7382     ierr = PetscFree(count_is);CHKERRQ(ierr);
7383     ierr = PetscFree(temp_idxs[0]);CHKERRQ(ierr);
7384     ierr = PetscFree(temp_idxs);CHKERRQ(ierr);
7385   }
7386   /* free workspace */
7387   ierr = PetscFree(recv_buffer_idxs_is);CHKERRQ(ierr);
7388   ierr = MPI_Waitall(n_sends,send_req_idxs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7389   ierr = PetscFree(send_buffer_idxs);CHKERRQ(ierr);
7390   ierr = MPI_Waitall(n_sends,send_req_vals,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7391   if (isdense) {
7392     ierr = MatISGetLocalMat(mat,&local_mat);CHKERRQ(ierr);
7393     ierr = MatDenseRestoreArray(local_mat,&send_buffer_vals);CHKERRQ(ierr);
7394     ierr = MatISRestoreLocalMat(mat,&local_mat);CHKERRQ(ierr);
7395   } else {
7396     /* ierr = PetscFree(send_buffer_vals);CHKERRQ(ierr); */
7397   }
7398   if (nis) {
7399     ierr = MPI_Waitall(n_sends,send_req_idxs_is,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7400     ierr = PetscFree(send_buffer_idxs_is);CHKERRQ(ierr);
7401   }
7402 
7403   if (nvecs) {
7404     ierr = MPI_Waitall(n_recvs,recv_req_vecs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7405     ierr = MPI_Waitall(n_sends,send_req_vecs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7406     ierr = VecRestoreArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7407     ierr = VecDestroy(&nnsp_vec[0]);CHKERRQ(ierr);
7408     ierr = VecCreate(comm_n,&nnsp_vec[0]);CHKERRQ(ierr);
7409     ierr = VecSetSizes(nnsp_vec[0],new_local_rows,PETSC_DECIDE);CHKERRQ(ierr);
7410     ierr = VecSetType(nnsp_vec[0],VECSTANDARD);CHKERRQ(ierr);
7411     /* set values */
7412     ptr_vals = recv_buffer_vecs;
7413     ptr_idxs = recv_buffer_idxs_local;
7414     ierr = VecGetArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7415     for (i=0;i<n_recvs;i++) {
7416       PetscInt j;
7417       for (j=0;j<*(ptr_idxs+1);j++) {
7418         send_buffer_vecs[*(ptr_idxs+2+j)] += *(ptr_vals + j);
7419       }
7420       ptr_idxs += olengths_idxs[i];
7421       ptr_vals += olengths_idxs[i]-2;
7422     }
7423     ierr = VecRestoreArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7424     ierr = VecAssemblyBegin(nnsp_vec[0]);CHKERRQ(ierr);
7425     ierr = VecAssemblyEnd(nnsp_vec[0]);CHKERRQ(ierr);
7426   }
7427 
7428   ierr = PetscFree(recv_buffer_vecs);CHKERRQ(ierr);
7429   ierr = PetscFree(recv_buffer_idxs_local);CHKERRQ(ierr);
7430   ierr = PetscFree(recv_req_idxs);CHKERRQ(ierr);
7431   ierr = PetscFree(recv_req_vals);CHKERRQ(ierr);
7432   ierr = PetscFree(recv_req_vecs);CHKERRQ(ierr);
7433   ierr = PetscFree(recv_req_idxs_is);CHKERRQ(ierr);
7434   ierr = PetscFree(send_req_idxs);CHKERRQ(ierr);
7435   ierr = PetscFree(send_req_vals);CHKERRQ(ierr);
7436   ierr = PetscFree(send_req_vecs);CHKERRQ(ierr);
7437   ierr = PetscFree(send_req_idxs_is);CHKERRQ(ierr);
7438   ierr = PetscFree(ilengths_vals);CHKERRQ(ierr);
7439   ierr = PetscFree(ilengths_idxs);CHKERRQ(ierr);
7440   ierr = PetscFree(olengths_vals);CHKERRQ(ierr);
7441   ierr = PetscFree(olengths_idxs);CHKERRQ(ierr);
7442   ierr = PetscFree(onodes);CHKERRQ(ierr);
7443   if (nis) {
7444     ierr = PetscFree(ilengths_idxs_is);CHKERRQ(ierr);
7445     ierr = PetscFree(olengths_idxs_is);CHKERRQ(ierr);
7446     ierr = PetscFree(onodes_is);CHKERRQ(ierr);
7447   }
7448   ierr = PetscSubcommDestroy(&subcomm);CHKERRQ(ierr);
7449   if (destroy_mat) { /* destroy mat is true only if restrict comm is true and process will not partecipate */
7450     ierr = MatDestroy(mat_n);CHKERRQ(ierr);
7451     for (i=0;i<nis;i++) {
7452       ierr = ISDestroy(&isarray[i]);CHKERRQ(ierr);
7453     }
7454     if (nvecs) { /* need to match VecDestroy nnsp_vec called in the other code path */
7455       ierr = VecDestroy(&nnsp_vec[0]);CHKERRQ(ierr);
7456     }
7457     *mat_n = NULL;
7458   }
7459   PetscFunctionReturn(0);
7460 }
7461 
7462 /* temporary hack into ksp private data structure */
7463 #include <petsc/private/kspimpl.h>
7464 
7465 PetscErrorCode PCBDDCSetUpCoarseSolver(PC pc,PetscScalar* coarse_submat_vals)
7466 {
7467   PC_BDDC                *pcbddc = (PC_BDDC*)pc->data;
7468   PC_IS                  *pcis = (PC_IS*)pc->data;
7469   Mat                    coarse_mat,coarse_mat_is,coarse_submat_dense;
7470   Mat                    coarsedivudotp = NULL;
7471   Mat                    coarseG,t_coarse_mat_is;
7472   MatNullSpace           CoarseNullSpace = NULL;
7473   ISLocalToGlobalMapping coarse_islg;
7474   IS                     coarse_is,*isarray;
7475   PetscInt               i,im_active=-1,active_procs=-1;
7476   PetscInt               nis,nisdofs,nisneu,nisvert;
7477   PC                     pc_temp;
7478   PCType                 coarse_pc_type;
7479   KSPType                coarse_ksp_type;
7480   PetscBool              multilevel_requested,multilevel_allowed;
7481   PetscBool              isredundant,isbddc,isnn,coarse_reuse;
7482   PetscInt               ncoarse,nedcfield;
7483   PetscBool              compute_vecs = PETSC_FALSE;
7484   PetscScalar            *array;
7485   MatReuse               coarse_mat_reuse;
7486   PetscBool              restr, full_restr, have_void;
7487   PetscMPIInt            commsize;
7488   PetscErrorCode         ierr;
7489 
7490   PetscFunctionBegin;
7491   /* Assign global numbering to coarse dofs */
7492   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 */
7493     PetscInt ocoarse_size;
7494     compute_vecs = PETSC_TRUE;
7495 
7496     pcbddc->new_primal_space = PETSC_TRUE;
7497     ocoarse_size = pcbddc->coarse_size;
7498     ierr = PetscFree(pcbddc->global_primal_indices);CHKERRQ(ierr);
7499     ierr = PCBDDCComputePrimalNumbering(pc,&pcbddc->coarse_size,&pcbddc->global_primal_indices);CHKERRQ(ierr);
7500     /* see if we can avoid some work */
7501     if (pcbddc->coarse_ksp) { /* coarse ksp has already been created */
7502       /* if the coarse size is different or we are using adaptive selection, better to not reuse the coarse matrix */
7503       if (ocoarse_size != pcbddc->coarse_size || pcbddc->adaptive_selection) {
7504         ierr = KSPReset(pcbddc->coarse_ksp);CHKERRQ(ierr);
7505         coarse_reuse = PETSC_FALSE;
7506       } else { /* we can safely reuse already computed coarse matrix */
7507         coarse_reuse = PETSC_TRUE;
7508       }
7509     } else { /* there's no coarse ksp, so we need to create the coarse matrix too */
7510       coarse_reuse = PETSC_FALSE;
7511     }
7512     /* reset any subassembling information */
7513     if (!coarse_reuse || pcbddc->recompute_topography) {
7514       ierr = ISDestroy(&pcbddc->coarse_subassembling);CHKERRQ(ierr);
7515     }
7516   } else { /* primal space is unchanged, so we can reuse coarse matrix */
7517     coarse_reuse = PETSC_TRUE;
7518   }
7519   /* assemble coarse matrix */
7520   if (coarse_reuse && pcbddc->coarse_ksp) {
7521     ierr = KSPGetOperators(pcbddc->coarse_ksp,&coarse_mat,NULL);CHKERRQ(ierr);
7522     ierr = PetscObjectReference((PetscObject)coarse_mat);CHKERRQ(ierr);
7523     coarse_mat_reuse = MAT_REUSE_MATRIX;
7524   } else {
7525     coarse_mat = NULL;
7526     coarse_mat_reuse = MAT_INITIAL_MATRIX;
7527   }
7528 
7529   /* creates temporary l2gmap and IS for coarse indexes */
7530   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),pcbddc->local_primal_size,pcbddc->global_primal_indices,PETSC_COPY_VALUES,&coarse_is);CHKERRQ(ierr);
7531   ierr = ISLocalToGlobalMappingCreateIS(coarse_is,&coarse_islg);CHKERRQ(ierr);
7532 
7533   /* creates temporary MATIS object for coarse matrix */
7534   ierr = MatCreateSeqDense(PETSC_COMM_SELF,pcbddc->local_primal_size,pcbddc->local_primal_size,NULL,&coarse_submat_dense);CHKERRQ(ierr);
7535   ierr = MatDenseGetArray(coarse_submat_dense,&array);CHKERRQ(ierr);
7536   ierr = PetscMemcpy(array,coarse_submat_vals,sizeof(*coarse_submat_vals)*pcbddc->local_primal_size*pcbddc->local_primal_size);CHKERRQ(ierr);
7537   ierr = MatDenseRestoreArray(coarse_submat_dense,&array);CHKERRQ(ierr);
7538   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);
7539   ierr = MatISSetLocalMat(t_coarse_mat_is,coarse_submat_dense);CHKERRQ(ierr);
7540   ierr = MatAssemblyBegin(t_coarse_mat_is,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7541   ierr = MatAssemblyEnd(t_coarse_mat_is,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7542   ierr = MatDestroy(&coarse_submat_dense);CHKERRQ(ierr);
7543 
7544   /* count "active" (i.e. with positive local size) and "void" processes */
7545   im_active = !!(pcis->n);
7546   ierr = MPIU_Allreduce(&im_active,&active_procs,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
7547 
7548   /* determine number of processes partecipating to coarse solver and compute subassembling pattern */
7549   /* restr : whether if we want to exclude senders (which are not receivers) from the subassembling pattern */
7550   /* full_restr : just use the receivers from the subassembling pattern */
7551   ierr = MPI_Comm_size(PetscObjectComm((PetscObject)pc),&commsize);CHKERRQ(ierr);
7552   coarse_mat_is = NULL;
7553   multilevel_allowed = PETSC_FALSE;
7554   multilevel_requested = PETSC_FALSE;
7555   pcbddc->coarse_eqs_per_proc = PetscMin(PetscMax(pcbddc->coarse_size,1),pcbddc->coarse_eqs_per_proc);
7556   if (pcbddc->current_level < pcbddc->max_levels) multilevel_requested = PETSC_TRUE;
7557   if (multilevel_requested) {
7558     ncoarse = active_procs/pcbddc->coarsening_ratio;
7559     restr = PETSC_FALSE;
7560     full_restr = PETSC_FALSE;
7561   } else {
7562     ncoarse = pcbddc->coarse_size/pcbddc->coarse_eqs_per_proc;
7563     restr = PETSC_TRUE;
7564     full_restr = PETSC_TRUE;
7565   }
7566   if (!pcbddc->coarse_size || commsize == 1) multilevel_allowed = multilevel_requested = restr = full_restr = PETSC_FALSE;
7567   ncoarse = PetscMax(1,ncoarse);
7568   if (!pcbddc->coarse_subassembling) {
7569     if (pcbddc->coarsening_ratio > 1) {
7570       if (multilevel_requested) {
7571         ierr = PCBDDCMatISGetSubassemblingPattern(pc->pmat,&ncoarse,pcbddc->coarse_adj_red,&pcbddc->coarse_subassembling,&have_void);CHKERRQ(ierr);
7572       } else {
7573         ierr = PCBDDCMatISGetSubassemblingPattern(t_coarse_mat_is,&ncoarse,pcbddc->coarse_adj_red,&pcbddc->coarse_subassembling,&have_void);CHKERRQ(ierr);
7574       }
7575     } else {
7576       PetscMPIInt rank;
7577       ierr = MPI_Comm_rank(PetscObjectComm((PetscObject)pc),&rank);CHKERRQ(ierr);
7578       have_void = (active_procs == (PetscInt)commsize) ? PETSC_FALSE : PETSC_TRUE;
7579       ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),1,rank,1,&pcbddc->coarse_subassembling);CHKERRQ(ierr);
7580     }
7581   } else { /* if a subassembling pattern exists, then we can reuse the coarse ksp and compute the number of process involved */
7582     PetscInt    psum;
7583     if (pcbddc->coarse_ksp) psum = 1;
7584     else psum = 0;
7585     ierr = MPIU_Allreduce(&psum,&ncoarse,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
7586     if (ncoarse < commsize) have_void = PETSC_TRUE;
7587   }
7588   /* determine if we can go multilevel */
7589   if (multilevel_requested) {
7590     if (ncoarse > 1) multilevel_allowed = PETSC_TRUE; /* found enough processes */
7591     else restr = full_restr = PETSC_TRUE; /* 1 subdomain, use a direct solver */
7592   }
7593   if (multilevel_allowed && have_void) restr = PETSC_TRUE;
7594 
7595   /* dump subassembling pattern */
7596   if (pcbddc->dbg_flag && multilevel_allowed) {
7597     ierr = ISView(pcbddc->coarse_subassembling,pcbddc->dbg_viewer);CHKERRQ(ierr);
7598   }
7599 
7600   /* compute dofs splitting and neumann boundaries for coarse dofs */
7601   nedcfield = -1;
7602   if (multilevel_allowed && !coarse_reuse && (pcbddc->n_ISForDofsLocal || pcbddc->NeumannBoundariesLocal || pcbddc->nedclocal)) { /* protects from unneded computations */
7603     PetscInt               *tidxs,*tidxs2,nout,tsize,i;
7604     const PetscInt         *idxs;
7605     ISLocalToGlobalMapping tmap;
7606 
7607     /* create map between primal indices (in local representative ordering) and local primal numbering */
7608     ierr = ISLocalToGlobalMappingCreate(PETSC_COMM_SELF,1,pcbddc->local_primal_size,pcbddc->primal_indices_local_idxs,PETSC_COPY_VALUES,&tmap);CHKERRQ(ierr);
7609     /* allocate space for temporary storage */
7610     ierr = PetscMalloc1(pcbddc->local_primal_size,&tidxs);CHKERRQ(ierr);
7611     ierr = PetscMalloc1(pcbddc->local_primal_size,&tidxs2);CHKERRQ(ierr);
7612     /* allocate for IS array */
7613     nisdofs = pcbddc->n_ISForDofsLocal;
7614     if (pcbddc->nedclocal) {
7615       if (pcbddc->nedfield > -1) {
7616         nedcfield = pcbddc->nedfield;
7617       } else {
7618         nedcfield = 0;
7619         if (nisdofs) SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"This should not happen (%d)",nisdofs);
7620         nisdofs = 1;
7621       }
7622     }
7623     nisneu = !!pcbddc->NeumannBoundariesLocal;
7624     nisvert = 0; /* nisvert is not used */
7625     nis = nisdofs + nisneu + nisvert;
7626     ierr = PetscMalloc1(nis,&isarray);CHKERRQ(ierr);
7627     /* dofs splitting */
7628     for (i=0;i<nisdofs;i++) {
7629       /* ierr = ISView(pcbddc->ISForDofsLocal[i],0);CHKERRQ(ierr); */
7630       if (nedcfield != i) {
7631         ierr = ISGetLocalSize(pcbddc->ISForDofsLocal[i],&tsize);CHKERRQ(ierr);
7632         ierr = ISGetIndices(pcbddc->ISForDofsLocal[i],&idxs);CHKERRQ(ierr);
7633         ierr = ISGlobalToLocalMappingApply(tmap,IS_GTOLM_DROP,tsize,idxs,&nout,tidxs);CHKERRQ(ierr);
7634         ierr = ISRestoreIndices(pcbddc->ISForDofsLocal[i],&idxs);CHKERRQ(ierr);
7635       } else {
7636         ierr = ISGetLocalSize(pcbddc->nedclocal,&tsize);CHKERRQ(ierr);
7637         ierr = ISGetIndices(pcbddc->nedclocal,&idxs);CHKERRQ(ierr);
7638         ierr = ISGlobalToLocalMappingApply(tmap,IS_GTOLM_DROP,tsize,idxs,&nout,tidxs);CHKERRQ(ierr);
7639         if (tsize != nout) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Failed when mapping coarse nedelec field! %d != %d\n",tsize,nout);
7640         ierr = ISRestoreIndices(pcbddc->nedclocal,&idxs);CHKERRQ(ierr);
7641       }
7642       ierr = ISLocalToGlobalMappingApply(coarse_islg,nout,tidxs,tidxs2);CHKERRQ(ierr);
7643       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),nout,tidxs2,PETSC_COPY_VALUES,&isarray[i]);CHKERRQ(ierr);
7644       /* ierr = ISView(isarray[i],0);CHKERRQ(ierr); */
7645     }
7646     /* neumann boundaries */
7647     if (pcbddc->NeumannBoundariesLocal) {
7648       /* ierr = ISView(pcbddc->NeumannBoundariesLocal,0);CHKERRQ(ierr); */
7649       ierr = ISGetLocalSize(pcbddc->NeumannBoundariesLocal,&tsize);CHKERRQ(ierr);
7650       ierr = ISGetIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
7651       ierr = ISGlobalToLocalMappingApply(tmap,IS_GTOLM_DROP,tsize,idxs,&nout,tidxs);CHKERRQ(ierr);
7652       ierr = ISRestoreIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
7653       ierr = ISLocalToGlobalMappingApply(coarse_islg,nout,tidxs,tidxs2);CHKERRQ(ierr);
7654       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),nout,tidxs2,PETSC_COPY_VALUES,&isarray[nisdofs]);CHKERRQ(ierr);
7655       /* ierr = ISView(isarray[nisdofs],0);CHKERRQ(ierr); */
7656     }
7657     /* free memory */
7658     ierr = PetscFree(tidxs);CHKERRQ(ierr);
7659     ierr = PetscFree(tidxs2);CHKERRQ(ierr);
7660     ierr = ISLocalToGlobalMappingDestroy(&tmap);CHKERRQ(ierr);
7661   } else {
7662     nis = 0;
7663     nisdofs = 0;
7664     nisneu = 0;
7665     nisvert = 0;
7666     isarray = NULL;
7667   }
7668   /* destroy no longer needed map */
7669   ierr = ISLocalToGlobalMappingDestroy(&coarse_islg);CHKERRQ(ierr);
7670 
7671   /* subassemble */
7672   if (multilevel_allowed) {
7673     Vec       vp[1];
7674     PetscInt  nvecs = 0;
7675     PetscBool reuse,reuser;
7676 
7677     if (coarse_mat) reuse = PETSC_TRUE;
7678     else reuse = PETSC_FALSE;
7679     ierr = MPIU_Allreduce(&reuse,&reuser,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
7680     vp[0] = NULL;
7681     if (pcbddc->benign_have_null) { /* propagate no-net-flux quadrature to coarser level */
7682       ierr = VecCreate(PetscObjectComm((PetscObject)pc),&vp[0]);CHKERRQ(ierr);
7683       ierr = VecSetSizes(vp[0],pcbddc->local_primal_size,PETSC_DECIDE);CHKERRQ(ierr);
7684       ierr = VecSetType(vp[0],VECSTANDARD);CHKERRQ(ierr);
7685       nvecs = 1;
7686 
7687       if (pcbddc->divudotp) {
7688         Mat      B,loc_divudotp;
7689         Vec      v,p;
7690         IS       dummy;
7691         PetscInt np;
7692 
7693         ierr = MatISGetLocalMat(pcbddc->divudotp,&loc_divudotp);CHKERRQ(ierr);
7694         ierr = MatGetSize(loc_divudotp,&np,NULL);CHKERRQ(ierr);
7695         ierr = ISCreateStride(PETSC_COMM_SELF,np,0,1,&dummy);CHKERRQ(ierr);
7696         ierr = MatCreateSubMatrix(loc_divudotp,dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B);CHKERRQ(ierr);
7697         ierr = MatCreateVecs(B,&v,&p);CHKERRQ(ierr);
7698         ierr = VecSet(p,1.);CHKERRQ(ierr);
7699         ierr = MatMultTranspose(B,p,v);CHKERRQ(ierr);
7700         ierr = VecDestroy(&p);CHKERRQ(ierr);
7701         ierr = MatDestroy(&B);CHKERRQ(ierr);
7702         ierr = VecGetArray(vp[0],&array);CHKERRQ(ierr);
7703         ierr = VecPlaceArray(pcbddc->vec1_P,array);CHKERRQ(ierr);
7704         ierr = VecRestoreArray(vp[0],&array);CHKERRQ(ierr);
7705         ierr = MatMultTranspose(pcbddc->coarse_phi_B,v,pcbddc->vec1_P);CHKERRQ(ierr);
7706         ierr = VecResetArray(pcbddc->vec1_P);CHKERRQ(ierr);
7707         ierr = ISDestroy(&dummy);CHKERRQ(ierr);
7708         ierr = VecDestroy(&v);CHKERRQ(ierr);
7709       }
7710     }
7711     if (reuser) {
7712       ierr = PCBDDCMatISSubassemble(t_coarse_mat_is,pcbddc->coarse_subassembling,0,restr,full_restr,PETSC_TRUE,&coarse_mat,nis,isarray,nvecs,vp);CHKERRQ(ierr);
7713     } else {
7714       ierr = PCBDDCMatISSubassemble(t_coarse_mat_is,pcbddc->coarse_subassembling,0,restr,full_restr,PETSC_FALSE,&coarse_mat_is,nis,isarray,nvecs,vp);CHKERRQ(ierr);
7715     }
7716     if (vp[0]) { /* vp[0] could have been placed on a different set of processes */
7717       PetscScalar *arraym,*arrayv;
7718       PetscInt    nl;
7719       ierr = VecGetLocalSize(vp[0],&nl);CHKERRQ(ierr);
7720       ierr = MatCreateSeqDense(PETSC_COMM_SELF,1,nl,NULL,&coarsedivudotp);CHKERRQ(ierr);
7721       ierr = MatDenseGetArray(coarsedivudotp,&arraym);CHKERRQ(ierr);
7722       ierr = VecGetArray(vp[0],&arrayv);CHKERRQ(ierr);
7723       ierr = PetscMemcpy(arraym,arrayv,nl*sizeof(PetscScalar));CHKERRQ(ierr);
7724       ierr = VecRestoreArray(vp[0],&arrayv);CHKERRQ(ierr);
7725       ierr = MatDenseRestoreArray(coarsedivudotp,&arraym);CHKERRQ(ierr);
7726       ierr = VecDestroy(&vp[0]);CHKERRQ(ierr);
7727     } else {
7728       ierr = MatCreateSeqAIJ(PETSC_COMM_SELF,0,0,1,NULL,&coarsedivudotp);CHKERRQ(ierr);
7729     }
7730   } else {
7731     ierr = PCBDDCMatISSubassemble(t_coarse_mat_is,pcbddc->coarse_subassembling,0,restr,full_restr,PETSC_FALSE,&coarse_mat_is,0,NULL,0,NULL);CHKERRQ(ierr);
7732   }
7733   if (coarse_mat_is || coarse_mat) {
7734     PetscMPIInt size;
7735     ierr = MPI_Comm_size(PetscObjectComm((PetscObject)coarse_mat_is),&size);CHKERRQ(ierr);
7736     if (!multilevel_allowed) {
7737       ierr = MatISGetMPIXAIJ(coarse_mat_is,coarse_mat_reuse,&coarse_mat);CHKERRQ(ierr);
7738     } else {
7739       Mat A;
7740 
7741       /* if this matrix is present, it means we are not reusing the coarse matrix */
7742       if (coarse_mat_is) {
7743         if (coarse_mat) SETERRQ(PetscObjectComm((PetscObject)coarse_mat_is),PETSC_ERR_PLIB,"This should not happen");
7744         ierr = PetscObjectReference((PetscObject)coarse_mat_is);CHKERRQ(ierr);
7745         coarse_mat = coarse_mat_is;
7746       }
7747       /* be sure we don't have MatSeqDENSE as local mat */
7748       ierr = MatISGetLocalMat(coarse_mat,&A);CHKERRQ(ierr);
7749       ierr = MatConvert(A,MATSEQAIJ,MAT_INPLACE_MATRIX,&A);CHKERRQ(ierr);
7750     }
7751   }
7752   ierr = MatDestroy(&t_coarse_mat_is);CHKERRQ(ierr);
7753   ierr = MatDestroy(&coarse_mat_is);CHKERRQ(ierr);
7754 
7755   /* create local to global scatters for coarse problem */
7756   if (compute_vecs) {
7757     PetscInt lrows;
7758     ierr = VecDestroy(&pcbddc->coarse_vec);CHKERRQ(ierr);
7759     if (coarse_mat) {
7760       ierr = MatGetLocalSize(coarse_mat,&lrows,NULL);CHKERRQ(ierr);
7761     } else {
7762       lrows = 0;
7763     }
7764     ierr = VecCreate(PetscObjectComm((PetscObject)pc),&pcbddc->coarse_vec);CHKERRQ(ierr);
7765     ierr = VecSetSizes(pcbddc->coarse_vec,lrows,PETSC_DECIDE);CHKERRQ(ierr);
7766     ierr = VecSetType(pcbddc->coarse_vec,VECSTANDARD);CHKERRQ(ierr);
7767     ierr = VecScatterDestroy(&pcbddc->coarse_loc_to_glob);CHKERRQ(ierr);
7768     ierr = VecScatterCreate(pcbddc->vec1_P,NULL,pcbddc->coarse_vec,coarse_is,&pcbddc->coarse_loc_to_glob);CHKERRQ(ierr);
7769   }
7770   ierr = ISDestroy(&coarse_is);CHKERRQ(ierr);
7771 
7772   /* set defaults for coarse KSP and PC */
7773   if (multilevel_allowed) {
7774     coarse_ksp_type = KSPRICHARDSON;
7775     coarse_pc_type = PCBDDC;
7776   } else {
7777     coarse_ksp_type = KSPPREONLY;
7778     coarse_pc_type = PCREDUNDANT;
7779   }
7780 
7781   /* print some info if requested */
7782   if (pcbddc->dbg_flag) {
7783     if (!multilevel_allowed) {
7784       ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
7785       if (multilevel_requested) {
7786         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);
7787       } else if (pcbddc->max_levels) {
7788         ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Maximum number of requested levels reached (%d)\n",pcbddc->max_levels);CHKERRQ(ierr);
7789       }
7790       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
7791     }
7792   }
7793 
7794   /* communicate coarse discrete gradient */
7795   coarseG = NULL;
7796   if (pcbddc->nedcG && multilevel_allowed) {
7797     MPI_Comm ccomm;
7798     if (coarse_mat) {
7799       ccomm = PetscObjectComm((PetscObject)coarse_mat);
7800     } else {
7801       ccomm = MPI_COMM_NULL;
7802     }
7803     ierr = MatMPIAIJRestrict(pcbddc->nedcG,ccomm,&coarseG);CHKERRQ(ierr);
7804   }
7805 
7806   /* create the coarse KSP object only once with defaults */
7807   if (coarse_mat) {
7808     PetscViewer dbg_viewer = NULL;
7809     if (pcbddc->dbg_flag) {
7810       dbg_viewer = PETSC_VIEWER_STDOUT_(PetscObjectComm((PetscObject)coarse_mat));
7811       ierr = PetscViewerASCIIAddTab(dbg_viewer,2*pcbddc->current_level);CHKERRQ(ierr);
7812     }
7813     if (!pcbddc->coarse_ksp) {
7814       char prefix[256],str_level[16];
7815       size_t len;
7816 
7817       ierr = KSPCreate(PetscObjectComm((PetscObject)coarse_mat),&pcbddc->coarse_ksp);CHKERRQ(ierr);
7818       ierr = KSPSetErrorIfNotConverged(pcbddc->coarse_ksp,pc->erroriffailure);CHKERRQ(ierr);
7819       ierr = PetscObjectIncrementTabLevel((PetscObject)pcbddc->coarse_ksp,(PetscObject)pc,1);CHKERRQ(ierr);
7820       ierr = KSPSetTolerances(pcbddc->coarse_ksp,PETSC_DEFAULT,PETSC_DEFAULT,PETSC_DEFAULT,1);CHKERRQ(ierr);
7821       ierr = KSPSetOperators(pcbddc->coarse_ksp,coarse_mat,coarse_mat);CHKERRQ(ierr);
7822       ierr = KSPSetType(pcbddc->coarse_ksp,coarse_ksp_type);CHKERRQ(ierr);
7823       ierr = KSPSetNormType(pcbddc->coarse_ksp,KSP_NORM_NONE);CHKERRQ(ierr);
7824       ierr = KSPGetPC(pcbddc->coarse_ksp,&pc_temp);CHKERRQ(ierr);
7825       /* TODO is this logic correct? should check for coarse_mat type */
7826       ierr = PCSetType(pc_temp,coarse_pc_type);CHKERRQ(ierr);
7827       /* prefix */
7828       ierr = PetscStrcpy(prefix,"");CHKERRQ(ierr);
7829       ierr = PetscStrcpy(str_level,"");CHKERRQ(ierr);
7830       if (!pcbddc->current_level) {
7831         ierr = PetscStrcpy(prefix,((PetscObject)pc)->prefix);CHKERRQ(ierr);
7832         ierr = PetscStrcat(prefix,"pc_bddc_coarse_");CHKERRQ(ierr);
7833       } else {
7834         ierr = PetscStrlen(((PetscObject)pc)->prefix,&len);CHKERRQ(ierr);
7835         if (pcbddc->current_level>1) len -= 3; /* remove "lX_" with X level number */
7836         if (pcbddc->current_level>10) len -= 1; /* remove another char from level number */
7837         ierr = PetscStrncpy(prefix,((PetscObject)pc)->prefix,len+1);CHKERRQ(ierr);
7838         sprintf(str_level,"l%d_",(int)(pcbddc->current_level));
7839         ierr = PetscStrcat(prefix,str_level);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,PCNN,&isnn);CHKERRQ(ierr);
7871     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCBDDC,&isbddc);CHKERRQ(ierr);
7872     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCREDUNDANT,&isredundant);CHKERRQ(ierr);
7873     /* multilevel can only be requested via -pc_bddc_levels or PCBDDCSetLevels */
7874     if (isbddc && !multilevel_allowed) {
7875       ierr   = PCSetType(pc_temp,coarse_pc_type);CHKERRQ(ierr);
7876       isbddc = PETSC_FALSE;
7877     }
7878     /* multilevel cannot be done with coarse PCs different from BDDC or NN */
7879     if (multilevel_requested && !isbddc && !isnn) {
7880       ierr   = PCSetType(pc_temp,PCBDDC);CHKERRQ(ierr);
7881       isbddc = PETSC_TRUE;
7882       isnn   = PETSC_FALSE;
7883     }
7884     ierr = PCFactorSetReuseFill(pc_temp,PETSC_TRUE);CHKERRQ(ierr);
7885     if (isredundant) {
7886       KSP inner_ksp;
7887       PC  inner_pc;
7888 
7889       ierr = PCRedundantGetKSP(pc_temp,&inner_ksp);CHKERRQ(ierr);
7890       ierr = KSPGetPC(inner_ksp,&inner_pc);CHKERRQ(ierr);
7891       ierr = PCFactorSetReuseFill(inner_pc,PETSC_TRUE);CHKERRQ(ierr);
7892     }
7893 
7894     /* parameters which miss an API */
7895     if (isbddc) {
7896       PC_BDDC* pcbddc_coarse = (PC_BDDC*)pc_temp->data;
7897       pcbddc_coarse->detect_disconnected = PETSC_TRUE;
7898       pcbddc_coarse->coarse_eqs_per_proc = pcbddc->coarse_eqs_per_proc;
7899       pcbddc_coarse->benign_saddle_point = pcbddc->benign_have_null;
7900       if (pcbddc_coarse->benign_saddle_point) {
7901         Mat                    coarsedivudotp_is;
7902         ISLocalToGlobalMapping l2gmap,rl2g,cl2g;
7903         IS                     row,col;
7904         const PetscInt         *gidxs;
7905         PetscInt               n,st,M,N;
7906 
7907         ierr = MatGetSize(coarsedivudotp,&n,NULL);CHKERRQ(ierr);
7908         ierr = MPI_Scan(&n,&st,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)coarse_mat));CHKERRQ(ierr);
7909         st   = st-n;
7910         ierr = ISCreateStride(PetscObjectComm((PetscObject)coarse_mat),1,st,1,&row);CHKERRQ(ierr);
7911         ierr = MatGetLocalToGlobalMapping(coarse_mat,&l2gmap,NULL);CHKERRQ(ierr);
7912         ierr = ISLocalToGlobalMappingGetSize(l2gmap,&n);CHKERRQ(ierr);
7913         ierr = ISLocalToGlobalMappingGetIndices(l2gmap,&gidxs);CHKERRQ(ierr);
7914         ierr = ISCreateGeneral(PetscObjectComm((PetscObject)coarse_mat),n,gidxs,PETSC_COPY_VALUES,&col);CHKERRQ(ierr);
7915         ierr = ISLocalToGlobalMappingRestoreIndices(l2gmap,&gidxs);CHKERRQ(ierr);
7916         ierr = ISLocalToGlobalMappingCreateIS(row,&rl2g);CHKERRQ(ierr);
7917         ierr = ISLocalToGlobalMappingCreateIS(col,&cl2g);CHKERRQ(ierr);
7918         ierr = ISGetSize(row,&M);CHKERRQ(ierr);
7919         ierr = MatGetSize(coarse_mat,&N,NULL);CHKERRQ(ierr);
7920         ierr = ISDestroy(&row);CHKERRQ(ierr);
7921         ierr = ISDestroy(&col);CHKERRQ(ierr);
7922         ierr = MatCreate(PetscObjectComm((PetscObject)coarse_mat),&coarsedivudotp_is);CHKERRQ(ierr);
7923         ierr = MatSetType(coarsedivudotp_is,MATIS);CHKERRQ(ierr);
7924         ierr = MatSetSizes(coarsedivudotp_is,PETSC_DECIDE,PETSC_DECIDE,M,N);CHKERRQ(ierr);
7925         ierr = MatSetLocalToGlobalMapping(coarsedivudotp_is,rl2g,cl2g);CHKERRQ(ierr);
7926         ierr = ISLocalToGlobalMappingDestroy(&rl2g);CHKERRQ(ierr);
7927         ierr = ISLocalToGlobalMappingDestroy(&cl2g);CHKERRQ(ierr);
7928         ierr = MatISSetLocalMat(coarsedivudotp_is,coarsedivudotp);CHKERRQ(ierr);
7929         ierr = MatDestroy(&coarsedivudotp);CHKERRQ(ierr);
7930         ierr = PCBDDCSetDivergenceMat(pc_temp,coarsedivudotp_is,PETSC_FALSE,NULL);CHKERRQ(ierr);
7931         ierr = MatDestroy(&coarsedivudotp_is);CHKERRQ(ierr);
7932         pcbddc_coarse->adaptive_userdefined = PETSC_TRUE;
7933         if (pcbddc->adaptive_threshold < 1.0) pcbddc_coarse->deluxe_zerorows = PETSC_TRUE;
7934       }
7935     }
7936 
7937     /* propagate symmetry info of coarse matrix */
7938     ierr = MatSetOption(coarse_mat,MAT_STRUCTURALLY_SYMMETRIC,PETSC_TRUE);CHKERRQ(ierr);
7939     if (pc->pmat->symmetric_set) {
7940       ierr = MatSetOption(coarse_mat,MAT_SYMMETRIC,pc->pmat->symmetric);CHKERRQ(ierr);
7941     }
7942     if (pc->pmat->hermitian_set) {
7943       ierr = MatSetOption(coarse_mat,MAT_HERMITIAN,pc->pmat->hermitian);CHKERRQ(ierr);
7944     }
7945     if (pc->pmat->spd_set) {
7946       ierr = MatSetOption(coarse_mat,MAT_SPD,pc->pmat->spd);CHKERRQ(ierr);
7947     }
7948     if (pcbddc->benign_saddle_point && !pcbddc->benign_have_null) {
7949       ierr = MatSetOption(coarse_mat,MAT_SPD,PETSC_TRUE);CHKERRQ(ierr);
7950     }
7951     /* set operators */
7952     ierr = KSPSetOperators(pcbddc->coarse_ksp,coarse_mat,coarse_mat);CHKERRQ(ierr);
7953     if (pcbddc->dbg_flag) {
7954       ierr = PetscViewerASCIISubtractTab(dbg_viewer,2*pcbddc->current_level);CHKERRQ(ierr);
7955     }
7956   }
7957   ierr = MatDestroy(&coarseG);CHKERRQ(ierr);
7958   ierr = PetscFree(isarray);CHKERRQ(ierr);
7959 #if 0
7960   {
7961     PetscViewer viewer;
7962     char filename[256];
7963     sprintf(filename,"coarse_mat_level%d.m",pcbddc->current_level);
7964     ierr = PetscViewerASCIIOpen(PetscObjectComm((PetscObject)coarse_mat),filename,&viewer);CHKERRQ(ierr);
7965     ierr = PetscViewerPushFormat(viewer,PETSC_VIEWER_ASCII_MATLAB);CHKERRQ(ierr);
7966     ierr = MatView(coarse_mat,viewer);CHKERRQ(ierr);
7967     ierr = PetscViewerPopFormat(viewer);CHKERRQ(ierr);
7968     ierr = PetscViewerDestroy(&viewer);CHKERRQ(ierr);
7969   }
7970 #endif
7971 
7972   if (pcbddc->coarse_ksp) {
7973     Vec crhs,csol;
7974 
7975     ierr = KSPGetSolution(pcbddc->coarse_ksp,&csol);CHKERRQ(ierr);
7976     ierr = KSPGetRhs(pcbddc->coarse_ksp,&crhs);CHKERRQ(ierr);
7977     if (!csol) {
7978       ierr = MatCreateVecs(coarse_mat,&((pcbddc->coarse_ksp)->vec_sol),NULL);CHKERRQ(ierr);
7979     }
7980     if (!crhs) {
7981       ierr = MatCreateVecs(coarse_mat,NULL,&((pcbddc->coarse_ksp)->vec_rhs));CHKERRQ(ierr);
7982     }
7983   }
7984   ierr = MatDestroy(&coarsedivudotp);CHKERRQ(ierr);
7985 
7986   /* compute null space for coarse solver if the benign trick has been requested */
7987   if (pcbddc->benign_null) {
7988 
7989     ierr = VecSet(pcbddc->vec1_P,0.);CHKERRQ(ierr);
7990     for (i=0;i<pcbddc->benign_n;i++) {
7991       ierr = VecSetValue(pcbddc->vec1_P,pcbddc->local_primal_size-pcbddc->benign_n+i,1.0,INSERT_VALUES);CHKERRQ(ierr);
7992     }
7993     ierr = VecAssemblyBegin(pcbddc->vec1_P);CHKERRQ(ierr);
7994     ierr = VecAssemblyEnd(pcbddc->vec1_P);CHKERRQ(ierr);
7995     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
7996     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
7997     if (coarse_mat) {
7998       Vec         nullv;
7999       PetscScalar *array,*array2;
8000       PetscInt    nl;
8001 
8002       ierr = MatCreateVecs(coarse_mat,&nullv,NULL);CHKERRQ(ierr);
8003       ierr = VecGetLocalSize(nullv,&nl);CHKERRQ(ierr);
8004       ierr = VecGetArrayRead(pcbddc->coarse_vec,(const PetscScalar**)&array);CHKERRQ(ierr);
8005       ierr = VecGetArray(nullv,&array2);CHKERRQ(ierr);
8006       ierr = PetscMemcpy(array2,array,nl*sizeof(*array));CHKERRQ(ierr);
8007       ierr = VecRestoreArray(nullv,&array2);CHKERRQ(ierr);
8008       ierr = VecRestoreArrayRead(pcbddc->coarse_vec,(const PetscScalar**)&array);CHKERRQ(ierr);
8009       ierr = VecNormalize(nullv,NULL);CHKERRQ(ierr);
8010       ierr = MatNullSpaceCreate(PetscObjectComm((PetscObject)coarse_mat),PETSC_FALSE,1,&nullv,&CoarseNullSpace);CHKERRQ(ierr);
8011       ierr = VecDestroy(&nullv);CHKERRQ(ierr);
8012     }
8013   }
8014 
8015   if (pcbddc->coarse_ksp) {
8016     PetscBool ispreonly;
8017 
8018     if (CoarseNullSpace) {
8019       PetscBool isnull;
8020       ierr = MatNullSpaceTest(CoarseNullSpace,coarse_mat,&isnull);CHKERRQ(ierr);
8021       if (isnull) {
8022         ierr = MatSetNullSpace(coarse_mat,CoarseNullSpace);CHKERRQ(ierr);
8023       }
8024       /* TODO: add local nullspaces (if any) */
8025     }
8026     /* setup coarse ksp */
8027     ierr = KSPSetUp(pcbddc->coarse_ksp);CHKERRQ(ierr);
8028     /* Check coarse problem if in debug mode or if solving with an iterative method */
8029     ierr = PetscObjectTypeCompare((PetscObject)pcbddc->coarse_ksp,KSPPREONLY,&ispreonly);CHKERRQ(ierr);
8030     if (pcbddc->dbg_flag || (!ispreonly && pcbddc->use_coarse_estimates) ) {
8031       KSP       check_ksp;
8032       KSPType   check_ksp_type;
8033       PC        check_pc;
8034       Vec       check_vec,coarse_vec;
8035       PetscReal abs_infty_error,infty_error,lambda_min=1.0,lambda_max=1.0;
8036       PetscInt  its;
8037       PetscBool compute_eigs;
8038       PetscReal *eigs_r,*eigs_c;
8039       PetscInt  neigs;
8040       const char *prefix;
8041 
8042       /* Create ksp object suitable for estimation of extreme eigenvalues */
8043       ierr = KSPCreate(PetscObjectComm((PetscObject)pcbddc->coarse_ksp),&check_ksp);CHKERRQ(ierr);
8044       ierr = KSPSetErrorIfNotConverged(pcbddc->coarse_ksp,pc->erroriffailure);CHKERRQ(ierr);
8045       ierr = KSPSetOperators(check_ksp,coarse_mat,coarse_mat);CHKERRQ(ierr);
8046       ierr = KSPSetTolerances(check_ksp,1.e-12,1.e-12,PETSC_DEFAULT,pcbddc->coarse_size);CHKERRQ(ierr);
8047       /* prevent from setup unneeded object */
8048       ierr = KSPGetPC(check_ksp,&check_pc);CHKERRQ(ierr);
8049       ierr = PCSetType(check_pc,PCNONE);CHKERRQ(ierr);
8050       if (ispreonly) {
8051         check_ksp_type = KSPPREONLY;
8052         compute_eigs = PETSC_FALSE;
8053       } else {
8054         check_ksp_type = KSPGMRES;
8055         compute_eigs = PETSC_TRUE;
8056       }
8057       ierr = KSPSetType(check_ksp,check_ksp_type);CHKERRQ(ierr);
8058       ierr = KSPSetComputeSingularValues(check_ksp,compute_eigs);CHKERRQ(ierr);
8059       ierr = KSPSetComputeEigenvalues(check_ksp,compute_eigs);CHKERRQ(ierr);
8060       ierr = KSPGMRESSetRestart(check_ksp,pcbddc->coarse_size+1);CHKERRQ(ierr);
8061       ierr = KSPGetOptionsPrefix(pcbddc->coarse_ksp,&prefix);CHKERRQ(ierr);
8062       ierr = KSPSetOptionsPrefix(check_ksp,prefix);CHKERRQ(ierr);
8063       ierr = KSPAppendOptionsPrefix(check_ksp,"check_");CHKERRQ(ierr);
8064       ierr = KSPSetFromOptions(check_ksp);CHKERRQ(ierr);
8065       ierr = KSPSetUp(check_ksp);CHKERRQ(ierr);
8066       ierr = KSPGetPC(pcbddc->coarse_ksp,&check_pc);CHKERRQ(ierr);
8067       ierr = KSPSetPC(check_ksp,check_pc);CHKERRQ(ierr);
8068       /* create random vec */
8069       ierr = MatCreateVecs(coarse_mat,&coarse_vec,&check_vec);CHKERRQ(ierr);
8070       ierr = VecSetRandom(check_vec,NULL);CHKERRQ(ierr);
8071       ierr = MatMult(coarse_mat,check_vec,coarse_vec);CHKERRQ(ierr);
8072       /* solve coarse problem */
8073       ierr = KSPSolve(check_ksp,coarse_vec,coarse_vec);CHKERRQ(ierr);
8074       /* set eigenvalue estimation if preonly has not been requested */
8075       if (compute_eigs) {
8076         ierr = PetscMalloc1(pcbddc->coarse_size+1,&eigs_r);CHKERRQ(ierr);
8077         ierr = PetscMalloc1(pcbddc->coarse_size+1,&eigs_c);CHKERRQ(ierr);
8078         ierr = KSPComputeEigenvalues(check_ksp,pcbddc->coarse_size+1,eigs_r,eigs_c,&neigs);CHKERRQ(ierr);
8079         if (neigs) {
8080           lambda_max = eigs_r[neigs-1];
8081           lambda_min = eigs_r[0];
8082           if (pcbddc->use_coarse_estimates) {
8083             if (lambda_max>=lambda_min) { /* using PETSC_SMALL since lambda_max == lambda_min is not allowed by KSPChebyshevSetEigenvalues */
8084               ierr = KSPChebyshevSetEigenvalues(pcbddc->coarse_ksp,lambda_max+PETSC_SMALL,lambda_min);CHKERRQ(ierr);
8085               ierr = KSPRichardsonSetScale(pcbddc->coarse_ksp,2.0/(lambda_max+lambda_min));CHKERRQ(ierr);
8086             }
8087           }
8088         }
8089       }
8090 
8091       /* check coarse problem residual error */
8092       if (pcbddc->dbg_flag) {
8093         PetscViewer dbg_viewer = PETSC_VIEWER_STDOUT_(PetscObjectComm((PetscObject)pcbddc->coarse_ksp));
8094         ierr = PetscViewerASCIIAddTab(dbg_viewer,2*(pcbddc->current_level+1));CHKERRQ(ierr);
8095         ierr = VecAXPY(check_vec,-1.0,coarse_vec);CHKERRQ(ierr);
8096         ierr = VecNorm(check_vec,NORM_INFINITY,&infty_error);CHKERRQ(ierr);
8097         ierr = MatMult(coarse_mat,check_vec,coarse_vec);CHKERRQ(ierr);
8098         ierr = VecNorm(coarse_vec,NORM_INFINITY,&abs_infty_error);CHKERRQ(ierr);
8099         ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem details (use estimates %d)\n",pcbddc->use_coarse_estimates);CHKERRQ(ierr);
8100         ierr = PetscObjectPrintClassNamePrefixType((PetscObject)(pcbddc->coarse_ksp),dbg_viewer);CHKERRQ(ierr);
8101         ierr = PetscObjectPrintClassNamePrefixType((PetscObject)(check_pc),dbg_viewer);CHKERRQ(ierr);
8102         ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem exact infty_error   : %1.6e\n",infty_error);CHKERRQ(ierr);
8103         ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem residual infty_error: %1.6e\n",abs_infty_error);CHKERRQ(ierr);
8104         if (CoarseNullSpace) {
8105           ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem is singular\n");CHKERRQ(ierr);
8106         }
8107         if (compute_eigs) {
8108           PetscReal          lambda_max_s,lambda_min_s;
8109           KSPConvergedReason reason;
8110           ierr = KSPGetType(check_ksp,&check_ksp_type);CHKERRQ(ierr);
8111           ierr = KSPGetIterationNumber(check_ksp,&its);CHKERRQ(ierr);
8112           ierr = KSPGetConvergedReason(check_ksp,&reason);CHKERRQ(ierr);
8113           ierr = KSPComputeExtremeSingularValues(check_ksp,&lambda_max_s,&lambda_min_s);CHKERRQ(ierr);
8114           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);
8115           for (i=0;i<neigs;i++) {
8116             ierr = PetscViewerASCIIPrintf(dbg_viewer,"%1.6e %1.6ei\n",eigs_r[i],eigs_c[i]);CHKERRQ(ierr);
8117           }
8118         }
8119         ierr = PetscViewerFlush(dbg_viewer);CHKERRQ(ierr);
8120         ierr = PetscViewerASCIISubtractTab(dbg_viewer,2*(pcbddc->current_level+1));CHKERRQ(ierr);
8121       }
8122       ierr = VecDestroy(&check_vec);CHKERRQ(ierr);
8123       ierr = VecDestroy(&coarse_vec);CHKERRQ(ierr);
8124       ierr = KSPDestroy(&check_ksp);CHKERRQ(ierr);
8125       if (compute_eigs) {
8126         ierr = PetscFree(eigs_r);CHKERRQ(ierr);
8127         ierr = PetscFree(eigs_c);CHKERRQ(ierr);
8128       }
8129     }
8130   }
8131   ierr = MatNullSpaceDestroy(&CoarseNullSpace);CHKERRQ(ierr);
8132   /* print additional info */
8133   if (pcbddc->dbg_flag) {
8134     /* waits until all processes reaches this point */
8135     ierr = PetscBarrier((PetscObject)pc);CHKERRQ(ierr);
8136     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Coarse solver setup completed at level %d\n",pcbddc->current_level);CHKERRQ(ierr);
8137     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8138   }
8139 
8140   /* free memory */
8141   ierr = MatDestroy(&coarse_mat);CHKERRQ(ierr);
8142   PetscFunctionReturn(0);
8143 }
8144 
8145 PetscErrorCode PCBDDCComputePrimalNumbering(PC pc,PetscInt* coarse_size_n,PetscInt** local_primal_indices_n)
8146 {
8147   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
8148   PC_IS*         pcis = (PC_IS*)pc->data;
8149   Mat_IS*        matis = (Mat_IS*)pc->pmat->data;
8150   IS             subset,subset_mult,subset_n;
8151   PetscInt       local_size,coarse_size=0;
8152   PetscInt       *local_primal_indices=NULL;
8153   const PetscInt *t_local_primal_indices;
8154   PetscErrorCode ierr;
8155 
8156   PetscFunctionBegin;
8157   /* Compute global number of coarse dofs */
8158   if (pcbddc->local_primal_size && !pcbddc->local_primal_ref_node) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"BDDC ConstraintsSetUp should be called first");
8159   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)(pc->pmat)),pcbddc->local_primal_size_cc,pcbddc->local_primal_ref_node,PETSC_COPY_VALUES,&subset_n);CHKERRQ(ierr);
8160   ierr = ISLocalToGlobalMappingApplyIS(pcis->mapping,subset_n,&subset);CHKERRQ(ierr);
8161   ierr = ISDestroy(&subset_n);CHKERRQ(ierr);
8162   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)(pc->pmat)),pcbddc->local_primal_size_cc,pcbddc->local_primal_ref_mult,PETSC_COPY_VALUES,&subset_mult);CHKERRQ(ierr);
8163   ierr = ISRenumber(subset,subset_mult,&coarse_size,&subset_n);CHKERRQ(ierr);
8164   ierr = ISDestroy(&subset);CHKERRQ(ierr);
8165   ierr = ISDestroy(&subset_mult);CHKERRQ(ierr);
8166   ierr = ISGetLocalSize(subset_n,&local_size);CHKERRQ(ierr);
8167   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);
8168   ierr = PetscMalloc1(local_size,&local_primal_indices);CHKERRQ(ierr);
8169   ierr = ISGetIndices(subset_n,&t_local_primal_indices);CHKERRQ(ierr);
8170   ierr = PetscMemcpy(local_primal_indices,t_local_primal_indices,local_size*sizeof(PetscInt));CHKERRQ(ierr);
8171   ierr = ISRestoreIndices(subset_n,&t_local_primal_indices);CHKERRQ(ierr);
8172   ierr = ISDestroy(&subset_n);CHKERRQ(ierr);
8173 
8174   /* check numbering */
8175   if (pcbddc->dbg_flag) {
8176     PetscScalar coarsesum,*array,*array2;
8177     PetscInt    i;
8178     PetscBool   set_error = PETSC_FALSE,set_error_reduced = PETSC_FALSE;
8179 
8180     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8181     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
8182     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Check coarse indices\n");CHKERRQ(ierr);
8183     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8184     /* counter */
8185     ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
8186     ierr = VecSet(pcis->vec1_N,1.0);CHKERRQ(ierr);
8187     ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8188     ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8189     ierr = VecScatterBegin(matis->rctx,pcis->vec1_global,pcis->vec2_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8190     ierr = VecScatterEnd(matis->rctx,pcis->vec1_global,pcis->vec2_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8191     ierr = VecSet(pcis->vec1_N,0.0);CHKERRQ(ierr);
8192     for (i=0;i<pcbddc->local_primal_size;i++) {
8193       ierr = VecSetValue(pcis->vec1_N,pcbddc->primal_indices_local_idxs[i],1.0,INSERT_VALUES);CHKERRQ(ierr);
8194     }
8195     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
8196     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
8197     ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
8198     ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8199     ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8200     ierr = VecScatterBegin(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8201     ierr = VecScatterEnd(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8202     ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8203     ierr = VecGetArray(pcis->vec2_N,&array2);CHKERRQ(ierr);
8204     for (i=0;i<pcis->n;i++) {
8205       if (array[i] != 0.0 && array[i] != array2[i]) {
8206         PetscInt owned = (PetscInt)PetscRealPart(array[i]),gi;
8207         PetscInt neigh = (PetscInt)PetscRealPart(array2[i]);
8208         set_error = PETSC_TRUE;
8209         ierr = ISLocalToGlobalMappingApply(pcis->mapping,1,&i,&gi);CHKERRQ(ierr);
8210         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);
8211       }
8212     }
8213     ierr = VecRestoreArray(pcis->vec2_N,&array2);CHKERRQ(ierr);
8214     ierr = MPIU_Allreduce(&set_error,&set_error_reduced,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
8215     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8216     for (i=0;i<pcis->n;i++) {
8217       if (PetscRealPart(array[i]) > 0.0) array[i] = 1.0/PetscRealPart(array[i]);
8218     }
8219     ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8220     ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
8221     ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8222     ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8223     ierr = VecSum(pcis->vec1_global,&coarsesum);CHKERRQ(ierr);
8224     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Size of coarse problem is %d (%lf)\n",coarse_size,PetscRealPart(coarsesum));CHKERRQ(ierr);
8225     if (pcbddc->dbg_flag > 1 || set_error_reduced) {
8226       PetscInt *gidxs;
8227 
8228       ierr = PetscMalloc1(pcbddc->local_primal_size,&gidxs);CHKERRQ(ierr);
8229       ierr = ISLocalToGlobalMappingApply(pcis->mapping,pcbddc->local_primal_size,pcbddc->primal_indices_local_idxs,gidxs);CHKERRQ(ierr);
8230       ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Distribution of local primal indices\n");CHKERRQ(ierr);
8231       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8232       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d\n",PetscGlobalRank);CHKERRQ(ierr);
8233       for (i=0;i<pcbddc->local_primal_size;i++) {
8234         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);
8235       }
8236       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8237       ierr = PetscFree(gidxs);CHKERRQ(ierr);
8238     }
8239     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8240     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8241     if (set_error_reduced) SETERRQ(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"BDDC Numbering of coarse dofs failed");
8242   }
8243   /* ierr = PetscPrintf(PetscObjectComm((PetscObject)pc),"Size of coarse problem is %d\n",coarse_size);CHKERRQ(ierr); */
8244   /* get back data */
8245   *coarse_size_n = coarse_size;
8246   *local_primal_indices_n = local_primal_indices;
8247   PetscFunctionReturn(0);
8248 }
8249 
8250 PetscErrorCode PCBDDCGlobalToLocal(VecScatter g2l_ctx,Vec gwork, Vec lwork, IS globalis, IS* localis)
8251 {
8252   IS             localis_t;
8253   PetscInt       i,lsize,*idxs,n;
8254   PetscScalar    *vals;
8255   PetscErrorCode ierr;
8256 
8257   PetscFunctionBegin;
8258   /* get indices in local ordering exploiting local to global map */
8259   ierr = ISGetLocalSize(globalis,&lsize);CHKERRQ(ierr);
8260   ierr = PetscMalloc1(lsize,&vals);CHKERRQ(ierr);
8261   for (i=0;i<lsize;i++) vals[i] = 1.0;
8262   ierr = ISGetIndices(globalis,(const PetscInt**)&idxs);CHKERRQ(ierr);
8263   ierr = VecSet(gwork,0.0);CHKERRQ(ierr);
8264   ierr = VecSet(lwork,0.0);CHKERRQ(ierr);
8265   if (idxs) { /* multilevel guard */
8266     ierr = VecSetOption(gwork,VEC_IGNORE_NEGATIVE_INDICES,PETSC_TRUE);CHKERRQ(ierr);
8267     ierr = VecSetValues(gwork,lsize,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
8268   }
8269   ierr = VecAssemblyBegin(gwork);CHKERRQ(ierr);
8270   ierr = ISRestoreIndices(globalis,(const PetscInt**)&idxs);CHKERRQ(ierr);
8271   ierr = PetscFree(vals);CHKERRQ(ierr);
8272   ierr = VecAssemblyEnd(gwork);CHKERRQ(ierr);
8273   /* now compute set in local ordering */
8274   ierr = VecScatterBegin(g2l_ctx,gwork,lwork,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8275   ierr = VecScatterEnd(g2l_ctx,gwork,lwork,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8276   ierr = VecGetArrayRead(lwork,(const PetscScalar**)&vals);CHKERRQ(ierr);
8277   ierr = VecGetSize(lwork,&n);CHKERRQ(ierr);
8278   for (i=0,lsize=0;i<n;i++) {
8279     if (PetscRealPart(vals[i]) > 0.5) {
8280       lsize++;
8281     }
8282   }
8283   ierr = PetscMalloc1(lsize,&idxs);CHKERRQ(ierr);
8284   for (i=0,lsize=0;i<n;i++) {
8285     if (PetscRealPart(vals[i]) > 0.5) {
8286       idxs[lsize++] = i;
8287     }
8288   }
8289   ierr = VecRestoreArrayRead(lwork,(const PetscScalar**)&vals);CHKERRQ(ierr);
8290   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)gwork),lsize,idxs,PETSC_OWN_POINTER,&localis_t);CHKERRQ(ierr);
8291   *localis = localis_t;
8292   PetscFunctionReturn(0);
8293 }
8294 
8295 PetscErrorCode PCBDDCSetUpSubSchurs(PC pc)
8296 {
8297   PC_IS               *pcis=(PC_IS*)pc->data;
8298   PC_BDDC             *pcbddc=(PC_BDDC*)pc->data;
8299   PCBDDCSubSchurs     sub_schurs=pcbddc->sub_schurs;
8300   Mat                 S_j;
8301   PetscInt            *used_xadj,*used_adjncy;
8302   PetscBool           free_used_adj;
8303   PetscErrorCode      ierr;
8304 
8305   PetscFunctionBegin;
8306   /* decide the adjacency to be used for determining internal problems for local schur on subsets */
8307   free_used_adj = PETSC_FALSE;
8308   if (pcbddc->sub_schurs_layers == -1) {
8309     used_xadj = NULL;
8310     used_adjncy = NULL;
8311   } else {
8312     if (pcbddc->sub_schurs_use_useradj && pcbddc->mat_graph->xadj) {
8313       used_xadj = pcbddc->mat_graph->xadj;
8314       used_adjncy = pcbddc->mat_graph->adjncy;
8315     } else if (pcbddc->computed_rowadj) {
8316       used_xadj = pcbddc->mat_graph->xadj;
8317       used_adjncy = pcbddc->mat_graph->adjncy;
8318     } else {
8319       PetscBool      flg_row=PETSC_FALSE;
8320       const PetscInt *xadj,*adjncy;
8321       PetscInt       nvtxs;
8322 
8323       ierr = MatGetRowIJ(pcbddc->local_mat,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
8324       if (flg_row) {
8325         ierr = PetscMalloc2(nvtxs+1,&used_xadj,xadj[nvtxs],&used_adjncy);CHKERRQ(ierr);
8326         ierr = PetscMemcpy(used_xadj,xadj,(nvtxs+1)*sizeof(*xadj));CHKERRQ(ierr);
8327         ierr = PetscMemcpy(used_adjncy,adjncy,(xadj[nvtxs])*sizeof(*adjncy));CHKERRQ(ierr);
8328         free_used_adj = PETSC_TRUE;
8329       } else {
8330         pcbddc->sub_schurs_layers = -1;
8331         used_xadj = NULL;
8332         used_adjncy = NULL;
8333       }
8334       ierr = MatRestoreRowIJ(pcbddc->local_mat,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
8335     }
8336   }
8337 
8338   /* setup sub_schurs data */
8339   ierr = MatCreateSchurComplement(pcis->A_II,pcis->A_II,pcis->A_IB,pcis->A_BI,pcis->A_BB,&S_j);CHKERRQ(ierr);
8340   if (!sub_schurs->schur_explicit) {
8341     /* pcbddc->ksp_D up to date only if not using MatFactor with Schur complement support */
8342     ierr = MatSchurComplementSetKSP(S_j,pcbddc->ksp_D);CHKERRQ(ierr);
8343     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);
8344   } else {
8345     Mat       change = NULL;
8346     Vec       scaling = NULL;
8347     IS        change_primal = NULL, iP;
8348     PetscInt  benign_n;
8349     PetscBool reuse_solvers = (PetscBool)!pcbddc->use_change_of_basis;
8350     PetscBool isseqaij,need_change = PETSC_FALSE;
8351     PetscBool discrete_harmonic = PETSC_FALSE;
8352 
8353     if (!pcbddc->use_vertices && reuse_solvers) {
8354       PetscInt n_vertices;
8355 
8356       ierr = ISGetLocalSize(sub_schurs->is_vertices,&n_vertices);CHKERRQ(ierr);
8357       reuse_solvers = (PetscBool)!n_vertices;
8358     }
8359     ierr = PetscObjectTypeCompare((PetscObject)pcbddc->local_mat,MATSEQAIJ,&isseqaij);CHKERRQ(ierr);
8360     if (!isseqaij) {
8361       Mat_IS* matis = (Mat_IS*)pc->pmat->data;
8362       if (matis->A == pcbddc->local_mat) {
8363         ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
8364         ierr = MatConvert(matis->A,MATSEQAIJ,MAT_INITIAL_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
8365       } else {
8366         ierr = MatConvert(pcbddc->local_mat,MATSEQAIJ,MAT_INPLACE_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
8367       }
8368     }
8369     if (!pcbddc->benign_change_explicit) {
8370       benign_n = pcbddc->benign_n;
8371     } else {
8372       benign_n = 0;
8373     }
8374     /* sub_schurs->change is a local object; instead, PCBDDCConstraintsSetUp and the quantities used in the test below are logically collective on pc.
8375        We need a global reduction to avoid possible deadlocks.
8376        We assume that sub_schurs->change is created once, and then reused for different solves, unless the topography has been recomputed */
8377     if (pcbddc->adaptive_userdefined || (pcbddc->deluxe_zerorows && !pcbddc->use_change_of_basis)) {
8378       PetscBool have_loc_change = (PetscBool)(!!sub_schurs->change);
8379       ierr = MPIU_Allreduce(&have_loc_change,&need_change,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
8380       need_change = (PetscBool)(!need_change);
8381     }
8382     /* If the user defines additional constraints, we import them here.
8383        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 */
8384     if (need_change) {
8385       PC_IS   *pcisf;
8386       PC_BDDC *pcbddcf;
8387       PC      pcf;
8388 
8389       if (pcbddc->sub_schurs_rebuild) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Cannot compute change of basis with a different graph");
8390       ierr = PCCreate(PetscObjectComm((PetscObject)pc),&pcf);CHKERRQ(ierr);
8391       ierr = PCSetOperators(pcf,pc->mat,pc->pmat);CHKERRQ(ierr);
8392       ierr = PCSetType(pcf,PCBDDC);CHKERRQ(ierr);
8393 
8394       /* hacks */
8395       pcisf                        = (PC_IS*)pcf->data;
8396       pcisf->is_B_local            = pcis->is_B_local;
8397       pcisf->vec1_N                = pcis->vec1_N;
8398       pcisf->BtoNmap               = pcis->BtoNmap;
8399       pcisf->n                     = pcis->n;
8400       pcisf->n_B                   = pcis->n_B;
8401       pcbddcf                      = (PC_BDDC*)pcf->data;
8402       ierr                         = PetscFree(pcbddcf->mat_graph);CHKERRQ(ierr);
8403       pcbddcf->mat_graph           = pcbddc->mat_graph;
8404       pcbddcf->use_faces           = PETSC_TRUE;
8405       pcbddcf->use_change_of_basis = PETSC_TRUE;
8406       pcbddcf->use_change_on_faces = PETSC_TRUE;
8407       pcbddcf->use_qr_single       = PETSC_TRUE;
8408       pcbddcf->fake_change         = PETSC_TRUE;
8409 
8410       /* setup constraints so that we can get information on primal vertices and change of basis (in local numbering) */
8411       ierr = PCBDDCConstraintsSetUp(pcf);CHKERRQ(ierr);
8412       sub_schurs->change_with_qr = pcbddcf->use_qr_single;
8413       ierr = ISCreateGeneral(PETSC_COMM_SELF,pcbddcf->n_vertices,pcbddcf->local_primal_ref_node,PETSC_COPY_VALUES,&change_primal);CHKERRQ(ierr);
8414       change = pcbddcf->ConstraintMatrix;
8415       pcbddcf->ConstraintMatrix = NULL;
8416 
8417       /* free unneeded memory allocated in PCBDDCConstraintsSetUp */
8418       ierr = PetscFree(pcbddcf->sub_schurs);CHKERRQ(ierr);
8419       ierr = MatNullSpaceDestroy(&pcbddcf->onearnullspace);CHKERRQ(ierr);
8420       ierr = PetscFree2(pcbddcf->local_primal_ref_node,pcbddcf->local_primal_ref_mult);CHKERRQ(ierr);
8421       ierr = PetscFree(pcbddcf->primal_indices_local_idxs);CHKERRQ(ierr);
8422       ierr = PetscFree(pcbddcf->onearnullvecs_state);CHKERRQ(ierr);
8423       ierr = PetscFree(pcf->data);CHKERRQ(ierr);
8424       pcf->ops->destroy = NULL;
8425       pcf->ops->reset   = NULL;
8426       ierr = PCDestroy(&pcf);CHKERRQ(ierr);
8427     }
8428     if (!pcbddc->use_deluxe_scaling) scaling = pcis->D;
8429 
8430     ierr = PetscObjectQuery((PetscObject)pc,"__KSPFETIDP_iP",(PetscObject*)&iP);CHKERRQ(ierr);
8431     if (iP) {
8432       ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)iP),sub_schurs->prefix,"BDDC sub_schurs options","PC");CHKERRQ(ierr);
8433       ierr = PetscOptionsBool("-sub_schurs_discrete_harmonic",NULL,NULL,discrete_harmonic,&discrete_harmonic,NULL);CHKERRQ(ierr);
8434       ierr = PetscOptionsEnd();CHKERRQ(ierr);
8435     }
8436     if (discrete_harmonic) {
8437       Mat A;
8438       ierr = MatDuplicate(pcbddc->local_mat,MAT_COPY_VALUES,&A);CHKERRQ(ierr);
8439       ierr = MatZeroRowsColumnsIS(A,iP,1.0,NULL,NULL);CHKERRQ(ierr);
8440       ierr = PetscObjectCompose((PetscObject)A,"__KSPFETIDP_iP",(PetscObject)iP);CHKERRQ(ierr);
8441       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);
8442       ierr = MatDestroy(&A);CHKERRQ(ierr);
8443     } else {
8444       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);
8445     }
8446     ierr = MatDestroy(&change);CHKERRQ(ierr);
8447     ierr = ISDestroy(&change_primal);CHKERRQ(ierr);
8448   }
8449   ierr = MatDestroy(&S_j);CHKERRQ(ierr);
8450 
8451   /* free adjacency */
8452   if (free_used_adj) {
8453     ierr = PetscFree2(used_xadj,used_adjncy);CHKERRQ(ierr);
8454   }
8455   PetscFunctionReturn(0);
8456 }
8457 
8458 PetscErrorCode PCBDDCInitSubSchurs(PC pc)
8459 {
8460   PC_IS               *pcis=(PC_IS*)pc->data;
8461   PC_BDDC             *pcbddc=(PC_BDDC*)pc->data;
8462   PCBDDCGraph         graph;
8463   PetscErrorCode      ierr;
8464 
8465   PetscFunctionBegin;
8466   /* attach interface graph for determining subsets */
8467   if (pcbddc->sub_schurs_rebuild) { /* in case rebuild has been requested, it uses a graph generated only by the neighbouring information */
8468     IS       verticesIS,verticescomm;
8469     PetscInt vsize,*idxs;
8470 
8471     ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,NULL,NULL,NULL,NULL,&verticesIS);CHKERRQ(ierr);
8472     ierr = ISGetSize(verticesIS,&vsize);CHKERRQ(ierr);
8473     ierr = ISGetIndices(verticesIS,(const PetscInt**)&idxs);CHKERRQ(ierr);
8474     ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),vsize,idxs,PETSC_COPY_VALUES,&verticescomm);CHKERRQ(ierr);
8475     ierr = ISRestoreIndices(verticesIS,(const PetscInt**)&idxs);CHKERRQ(ierr);
8476     ierr = PCBDDCGraphRestoreCandidatesIS(pcbddc->mat_graph,NULL,NULL,NULL,NULL,&verticesIS);CHKERRQ(ierr);
8477     ierr = PCBDDCGraphCreate(&graph);CHKERRQ(ierr);
8478     ierr = PCBDDCGraphInit(graph,pcbddc->mat_graph->l2gmap,pcbddc->mat_graph->nvtxs_global,pcbddc->graphmaxcount);CHKERRQ(ierr);
8479     ierr = PCBDDCGraphSetUp(graph,pcbddc->mat_graph->custom_minimal_size,NULL,pcbddc->DirichletBoundariesLocal,0,NULL,verticescomm);CHKERRQ(ierr);
8480     ierr = ISDestroy(&verticescomm);CHKERRQ(ierr);
8481     ierr = PCBDDCGraphComputeConnectedComponents(graph);CHKERRQ(ierr);
8482   } else {
8483     graph = pcbddc->mat_graph;
8484   }
8485   /* print some info */
8486   if (pcbddc->dbg_flag && !pcbddc->sub_schurs_rebuild) {
8487     IS       vertices;
8488     PetscInt nv,nedges,nfaces;
8489     ierr = PCBDDCGraphASCIIView(graph,pcbddc->dbg_flag,pcbddc->dbg_viewer);CHKERRQ(ierr);
8490     ierr = PCBDDCGraphGetCandidatesIS(graph,&nfaces,NULL,&nedges,NULL,&vertices);CHKERRQ(ierr);
8491     ierr = ISGetSize(vertices,&nv);CHKERRQ(ierr);
8492     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8493     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"--------------------------------------------------------------\n");CHKERRQ(ierr);
8494     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate vertices (%d)\n",PetscGlobalRank,nv,pcbddc->use_vertices);CHKERRQ(ierr);
8495     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate edges    (%d)\n",PetscGlobalRank,nedges,pcbddc->use_edges);CHKERRQ(ierr);
8496     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate faces    (%d)\n",PetscGlobalRank,nfaces,pcbddc->use_faces);CHKERRQ(ierr);
8497     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8498     ierr = PetscViewerASCIIPopSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8499     ierr = PCBDDCGraphRestoreCandidatesIS(graph,&nfaces,NULL,&nedges,NULL,&vertices);CHKERRQ(ierr);
8500   }
8501 
8502   /* sub_schurs init */
8503   if (!pcbddc->sub_schurs) {
8504     ierr = PCBDDCSubSchursCreate(&pcbddc->sub_schurs);CHKERRQ(ierr);
8505   }
8506   ierr = PCBDDCSubSchursInit(pcbddc->sub_schurs,pcis->is_I_local,pcis->is_B_local,graph,pcis->BtoNmap,pcbddc->sub_schurs_rebuild);CHKERRQ(ierr);
8507   pcbddc->sub_schurs->prefix = ((PetscObject)pc)->prefix;
8508 
8509   /* free graph struct */
8510   if (pcbddc->sub_schurs_rebuild) {
8511     ierr = PCBDDCGraphDestroy(&graph);CHKERRQ(ierr);
8512   }
8513   PetscFunctionReturn(0);
8514 }
8515 
8516 PetscErrorCode PCBDDCCheckOperator(PC pc)
8517 {
8518   PC_IS               *pcis=(PC_IS*)pc->data;
8519   PC_BDDC             *pcbddc=(PC_BDDC*)pc->data;
8520   PetscErrorCode      ierr;
8521 
8522   PetscFunctionBegin;
8523   if (pcbddc->n_vertices == pcbddc->local_primal_size) {
8524     IS             zerodiag = NULL;
8525     Mat            S_j,B0_B=NULL;
8526     Vec            dummy_vec=NULL,vec_check_B,vec_scale_P;
8527     PetscScalar    *p0_check,*array,*array2;
8528     PetscReal      norm;
8529     PetscInt       i;
8530 
8531     /* B0 and B0_B */
8532     if (zerodiag) {
8533       IS       dummy;
8534 
8535       ierr = ISCreateStride(PETSC_COMM_SELF,pcbddc->benign_n,0,1,&dummy);CHKERRQ(ierr);
8536       ierr = MatCreateSubMatrix(pcbddc->benign_B0,dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B0_B);CHKERRQ(ierr);
8537       ierr = MatCreateVecs(B0_B,NULL,&dummy_vec);CHKERRQ(ierr);
8538       ierr = ISDestroy(&dummy);CHKERRQ(ierr);
8539     }
8540     /* I need a primal vector to scale primal nodes since BDDC sums contibutions */
8541     ierr = VecDuplicate(pcbddc->vec1_P,&vec_scale_P);CHKERRQ(ierr);
8542     ierr = VecSet(pcbddc->vec1_P,1.0);CHKERRQ(ierr);
8543     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8544     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8545     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,vec_scale_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8546     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,vec_scale_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8547     ierr = VecReciprocal(vec_scale_P);CHKERRQ(ierr);
8548     /* S_j */
8549     ierr = MatCreateSchurComplement(pcis->A_II,pcis->A_II,pcis->A_IB,pcis->A_BI,pcis->A_BB,&S_j);CHKERRQ(ierr);
8550     ierr = MatSchurComplementSetKSP(S_j,pcbddc->ksp_D);CHKERRQ(ierr);
8551 
8552     /* mimic vector in \widetilde{W}_\Gamma */
8553     ierr = VecSetRandom(pcis->vec1_N,NULL);CHKERRQ(ierr);
8554     /* continuous in primal space */
8555     ierr = VecSetRandom(pcbddc->coarse_vec,NULL);CHKERRQ(ierr);
8556     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8557     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8558     ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8559     ierr = PetscCalloc1(pcbddc->benign_n,&p0_check);CHKERRQ(ierr);
8560     for (i=0;i<pcbddc->benign_n;i++) p0_check[i] = array[pcbddc->local_primal_size-pcbddc->benign_n+i];
8561     ierr = VecSetValues(pcis->vec1_N,pcbddc->local_primal_size,pcbddc->local_primal_ref_node,array,INSERT_VALUES);CHKERRQ(ierr);
8562     ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8563     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
8564     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
8565     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->vec2_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8566     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_N,pcis->vec2_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8567     ierr = VecDuplicate(pcis->vec2_B,&vec_check_B);CHKERRQ(ierr);
8568     ierr = VecCopy(pcis->vec2_B,vec_check_B);CHKERRQ(ierr);
8569 
8570     /* assemble rhs for coarse problem */
8571     /* widetilde{S}_\Gamma w_\Gamma + \widetilde{B0}^T_B p0 */
8572     /* local with Schur */
8573     ierr = MatMult(S_j,pcis->vec2_B,pcis->vec1_B);CHKERRQ(ierr);
8574     if (zerodiag) {
8575       ierr = VecGetArray(dummy_vec,&array);CHKERRQ(ierr);
8576       for (i=0;i<pcbddc->benign_n;i++) array[i] = p0_check[i];
8577       ierr = VecRestoreArray(dummy_vec,&array);CHKERRQ(ierr);
8578       ierr = MatMultTransposeAdd(B0_B,dummy_vec,pcis->vec1_B,pcis->vec1_B);CHKERRQ(ierr);
8579     }
8580     /* sum on primal nodes the local contributions */
8581     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_B,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8582     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_B,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8583     ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8584     ierr = VecGetArray(pcbddc->vec1_P,&array2);CHKERRQ(ierr);
8585     for (i=0;i<pcbddc->local_primal_size;i++) array2[i] = array[pcbddc->local_primal_ref_node[i]];
8586     ierr = VecRestoreArray(pcbddc->vec1_P,&array2);CHKERRQ(ierr);
8587     ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8588     ierr = VecSet(pcbddc->coarse_vec,0.);CHKERRQ(ierr);
8589     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8590     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8591     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8592     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8593     ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8594     /* scale primal nodes (BDDC sums contibutions) */
8595     ierr = VecPointwiseMult(pcbddc->vec1_P,vec_scale_P,pcbddc->vec1_P);CHKERRQ(ierr);
8596     ierr = VecSetValues(pcis->vec1_N,pcbddc->local_primal_size,pcbddc->local_primal_ref_node,array,INSERT_VALUES);CHKERRQ(ierr);
8597     ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8598     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
8599     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
8600     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8601     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8602     /* global: \widetilde{B0}_B w_\Gamma */
8603     if (zerodiag) {
8604       ierr = MatMult(B0_B,pcis->vec2_B,dummy_vec);CHKERRQ(ierr);
8605       ierr = VecGetArray(dummy_vec,&array);CHKERRQ(ierr);
8606       for (i=0;i<pcbddc->benign_n;i++) pcbddc->benign_p0[i] = array[i];
8607       ierr = VecRestoreArray(dummy_vec,&array);CHKERRQ(ierr);
8608     }
8609     /* BDDC */
8610     ierr = VecSet(pcis->vec1_D,0.);CHKERRQ(ierr);
8611     ierr = PCBDDCApplyInterfacePreconditioner(pc,PETSC_FALSE);CHKERRQ(ierr);
8612 
8613     ierr = VecCopy(pcis->vec1_B,pcis->vec2_B);CHKERRQ(ierr);
8614     ierr = VecAXPY(pcis->vec1_B,-1.0,vec_check_B);CHKERRQ(ierr);
8615     ierr = VecNorm(pcis->vec1_B,NORM_INFINITY,&norm);CHKERRQ(ierr);
8616     PetscPrintf(PETSC_COMM_SELF,"[%d] BDDC local error is %1.4e\n",PetscGlobalRank,norm);
8617     for (i=0;i<pcbddc->benign_n;i++) {
8618       PetscPrintf(PETSC_COMM_SELF,"[%d] BDDC p0[%d] error is %1.4e\n",PetscGlobalRank,i,PetscAbsScalar(pcbddc->benign_p0[i]-p0_check[i]));
8619     }
8620     ierr = PetscFree(p0_check);CHKERRQ(ierr);
8621     ierr = VecDestroy(&vec_scale_P);CHKERRQ(ierr);
8622     ierr = VecDestroy(&vec_check_B);CHKERRQ(ierr);
8623     ierr = VecDestroy(&dummy_vec);CHKERRQ(ierr);
8624     ierr = MatDestroy(&S_j);CHKERRQ(ierr);
8625     ierr = MatDestroy(&B0_B);CHKERRQ(ierr);
8626   }
8627   PetscFunctionReturn(0);
8628 }
8629 
8630 #include <../src/mat/impls/aij/mpi/mpiaij.h>
8631 PetscErrorCode MatMPIAIJRestrict(Mat A, MPI_Comm ccomm, Mat *B)
8632 {
8633   Mat            At;
8634   IS             rows;
8635   PetscInt       rst,ren;
8636   PetscErrorCode ierr;
8637   PetscLayout    rmap;
8638 
8639   PetscFunctionBegin;
8640   rst = ren = 0;
8641   if (ccomm != MPI_COMM_NULL) {
8642     ierr = PetscLayoutCreate(ccomm,&rmap);CHKERRQ(ierr);
8643     ierr = PetscLayoutSetSize(rmap,A->rmap->N);CHKERRQ(ierr);
8644     ierr = PetscLayoutSetBlockSize(rmap,1);CHKERRQ(ierr);
8645     ierr = PetscLayoutSetUp(rmap);CHKERRQ(ierr);
8646     ierr = PetscLayoutGetRange(rmap,&rst,&ren);CHKERRQ(ierr);
8647   }
8648   ierr = ISCreateStride(PetscObjectComm((PetscObject)A),ren-rst,rst,1,&rows);CHKERRQ(ierr);
8649   ierr = MatCreateSubMatrix(A,rows,NULL,MAT_INITIAL_MATRIX,&At);CHKERRQ(ierr);
8650   ierr = ISDestroy(&rows);CHKERRQ(ierr);
8651 
8652   if (ccomm != MPI_COMM_NULL) {
8653     Mat_MPIAIJ *a,*b;
8654     IS         from,to;
8655     Vec        gvec;
8656     PetscInt   lsize;
8657 
8658     ierr = MatCreate(ccomm,B);CHKERRQ(ierr);
8659     ierr = MatSetSizes(*B,ren-rst,PETSC_DECIDE,PETSC_DECIDE,At->cmap->N);CHKERRQ(ierr);
8660     ierr = MatSetType(*B,MATAIJ);CHKERRQ(ierr);
8661     ierr = PetscLayoutDestroy(&((*B)->rmap));CHKERRQ(ierr);
8662     ierr = PetscLayoutSetUp((*B)->cmap);CHKERRQ(ierr);
8663     a    = (Mat_MPIAIJ*)At->data;
8664     b    = (Mat_MPIAIJ*)(*B)->data;
8665     ierr = MPI_Comm_size(ccomm,&b->size);CHKERRQ(ierr);
8666     ierr = MPI_Comm_rank(ccomm,&b->rank);CHKERRQ(ierr);
8667     ierr = PetscObjectReference((PetscObject)a->A);CHKERRQ(ierr);
8668     ierr = PetscObjectReference((PetscObject)a->B);CHKERRQ(ierr);
8669     b->A = a->A;
8670     b->B = a->B;
8671 
8672     b->donotstash      = a->donotstash;
8673     b->roworiented     = a->roworiented;
8674     b->rowindices      = 0;
8675     b->rowvalues       = 0;
8676     b->getrowactive    = PETSC_FALSE;
8677 
8678     (*B)->rmap         = rmap;
8679     (*B)->factortype   = A->factortype;
8680     (*B)->assembled    = PETSC_TRUE;
8681     (*B)->insertmode   = NOT_SET_VALUES;
8682     (*B)->preallocated = PETSC_TRUE;
8683 
8684     if (a->colmap) {
8685 #if defined(PETSC_USE_CTABLE)
8686       ierr = PetscTableCreateCopy(a->colmap,&b->colmap);CHKERRQ(ierr);
8687 #else
8688       ierr = PetscMalloc1(At->cmap->N,&b->colmap);CHKERRQ(ierr);
8689       ierr = PetscLogObjectMemory((PetscObject)*B,At->cmap->N*sizeof(PetscInt));CHKERRQ(ierr);
8690       ierr = PetscMemcpy(b->colmap,a->colmap,At->cmap->N*sizeof(PetscInt));CHKERRQ(ierr);
8691 #endif
8692     } else b->colmap = 0;
8693     if (a->garray) {
8694       PetscInt len;
8695       len  = a->B->cmap->n;
8696       ierr = PetscMalloc1(len+1,&b->garray);CHKERRQ(ierr);
8697       ierr = PetscLogObjectMemory((PetscObject)(*B),len*sizeof(PetscInt));CHKERRQ(ierr);
8698       if (len) { ierr = PetscMemcpy(b->garray,a->garray,len*sizeof(PetscInt));CHKERRQ(ierr); }
8699     } else b->garray = 0;
8700 
8701     ierr    = PetscObjectReference((PetscObject)a->lvec);CHKERRQ(ierr);
8702     b->lvec = a->lvec;
8703     ierr    = PetscLogObjectParent((PetscObject)*B,(PetscObject)b->lvec);CHKERRQ(ierr);
8704 
8705     /* cannot use VecScatterCopy */
8706     ierr = VecGetLocalSize(b->lvec,&lsize);CHKERRQ(ierr);
8707     ierr = ISCreateGeneral(ccomm,lsize,b->garray,PETSC_USE_POINTER,&from);CHKERRQ(ierr);
8708     ierr = ISCreateStride(PETSC_COMM_SELF,lsize,0,1,&to);CHKERRQ(ierr);
8709     ierr = MatCreateVecs(*B,&gvec,NULL);CHKERRQ(ierr);
8710     ierr = VecScatterCreate(gvec,from,b->lvec,to,&b->Mvctx);CHKERRQ(ierr);
8711     ierr = PetscLogObjectParent((PetscObject)*B,(PetscObject)b->Mvctx);CHKERRQ(ierr);
8712     ierr = ISDestroy(&from);CHKERRQ(ierr);
8713     ierr = ISDestroy(&to);CHKERRQ(ierr);
8714     ierr = VecDestroy(&gvec);CHKERRQ(ierr);
8715   }
8716   ierr = MatDestroy(&At);CHKERRQ(ierr);
8717   PetscFunctionReturn(0);
8718 }
8719