xref: /petsc/src/ksp/pc/impls/bddc/bddcprivate.c (revision edbaebb3784ca01201d2f489ec6a6b4662dd81c8)
1 #include <../src/mat/impls/aij/seq/aij.h>
2 #include <../src/ksp/pc/impls/bddc/bddc.h>
3 #include <../src/ksp/pc/impls/bddc/bddcprivate.h>
4 #include <petscdmplex.h>
5 #include <petscblaslapack.h>
6 #include <petsc/private/sfimpl.h>
7 #include <petsc/private/dmpleximpl.h>
8 
9 static PetscErrorCode MatMPIAIJRestrict(Mat,MPI_Comm,Mat*);
10 
11 /* if range is true,  it returns B s.t. span{B} = range(A)
12    if range is false, it returns B s.t. range(B) _|_ range(A) */
13 PetscErrorCode MatDenseOrthogonalRangeOrComplement(Mat A, PetscBool range, PetscInt lw, PetscScalar *work, PetscReal *rwork, Mat *B)
14 {
15 #if !defined(PETSC_USE_COMPLEX)
16   PetscScalar    *uwork,*data,*U, ds = 0.;
17   PetscReal      *sing;
18   PetscBLASInt   bM,bN,lwork,lierr,di = 1;
19   PetscInt       ulw,i,nr,nc,n;
20   PetscErrorCode ierr;
21 
22   PetscFunctionBegin;
23 #if defined(PETSC_MISSING_LAPACK_GESVD)
24   SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"LAPACK _GESVD not available");
25 #else
26   ierr = MatGetSize(A,&nr,&nc);CHKERRQ(ierr);
27   if (!nr || !nc) PetscFunctionReturn(0);
28 
29   /* workspace */
30   if (!work) {
31     ulw  = PetscMax(PetscMax(1,5*PetscMin(nr,nc)),3*PetscMin(nr,nc)+PetscMax(nr,nc));
32     ierr = PetscMalloc1(ulw,&uwork);CHKERRQ(ierr);
33   } else {
34     ulw   = lw;
35     uwork = work;
36   }
37   n = PetscMin(nr,nc);
38   if (!rwork) {
39     ierr = PetscMalloc1(n,&sing);CHKERRQ(ierr);
40   } else {
41     sing = rwork;
42   }
43 
44   /* SVD */
45   ierr = PetscMalloc1(nr*nr,&U);CHKERRQ(ierr);
46   ierr = PetscBLASIntCast(nr,&bM);CHKERRQ(ierr);
47   ierr = PetscBLASIntCast(nc,&bN);CHKERRQ(ierr);
48   ierr = PetscBLASIntCast(ulw,&lwork);CHKERRQ(ierr);
49   ierr = MatDenseGetArray(A,&data);CHKERRQ(ierr);
50   ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
51   PetscStackCallBLAS("LAPACKgesvd",LAPACKgesvd_("A","N",&bM,&bN,data,&bM,sing,U,&bM,&ds,&di,uwork,&lwork,&lierr));
52   ierr = PetscFPTrapPop();CHKERRQ(ierr);
53   if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in GESVD Lapack routine %d",(int)lierr);
54   ierr = MatDenseRestoreArray(A,&data);CHKERRQ(ierr);
55   for (i=0;i<n;i++) if (sing[i] < PETSC_SMALL) break;
56   if (!rwork) {
57     ierr = PetscFree(sing);CHKERRQ(ierr);
58   }
59   if (!work) {
60     ierr = PetscFree(uwork);CHKERRQ(ierr);
61   }
62   /* create B */
63   if (!range) {
64     ierr = MatCreateSeqDense(PETSC_COMM_SELF,nr,nr-i,NULL,B);CHKERRQ(ierr);
65     ierr = MatDenseGetArray(*B,&data);CHKERRQ(ierr);
66     ierr = PetscMemcpy(data,U+nr*i,(nr-i)*nr*sizeof(PetscScalar));CHKERRQ(ierr);
67   } else {
68     ierr = MatCreateSeqDense(PETSC_COMM_SELF,nr,i,NULL,B);CHKERRQ(ierr);
69     ierr = MatDenseGetArray(*B,&data);CHKERRQ(ierr);
70     ierr = PetscMemcpy(data,U,i*nr*sizeof(PetscScalar));CHKERRQ(ierr);
71   }
72   ierr = MatDenseRestoreArray(*B,&data);CHKERRQ(ierr);
73   ierr = PetscFree(U);CHKERRQ(ierr);
74 #endif
75 #else /* PETSC_USE_COMPLEX */
76   PetscFunctionBegin;
77   SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Not implemented for complexes");
78 #endif
79   PetscFunctionReturn(0);
80 }
81 
82 /* TODO REMOVE */
83 #if defined(PRINT_GDET)
84 static int inc = 0;
85 static int lev = 0;
86 #endif
87 
88 PetscErrorCode PCBDDCComputeNedelecChangeEdge(Mat lG, IS edge, IS extrow, IS extcol, IS corners, Mat* Gins, Mat* GKins, PetscScalar cvals[2], PetscScalar *work, PetscReal *rwork)
89 {
90   PetscErrorCode ierr;
91   Mat            GE,GEd;
92   PetscInt       rsize,csize,esize;
93   PetscScalar    *ptr;
94 
95   PetscFunctionBegin;
96   ierr = ISGetSize(edge,&esize);CHKERRQ(ierr);
97   if (!esize) PetscFunctionReturn(0);
98   ierr = ISGetSize(extrow,&rsize);CHKERRQ(ierr);
99   ierr = ISGetSize(extcol,&csize);CHKERRQ(ierr);
100 
101   /* gradients */
102   ptr  = work + 5*esize;
103   ierr = MatCreateSubMatrix(lG,extrow,extcol,MAT_INITIAL_MATRIX,&GE);CHKERRQ(ierr);
104   ierr = MatCreateSeqDense(PETSC_COMM_SELF,rsize,csize,ptr,Gins);CHKERRQ(ierr);
105   ierr = MatConvert(GE,MATSEQDENSE,MAT_REUSE_MATRIX,Gins);CHKERRQ(ierr);
106   ierr = MatDestroy(&GE);CHKERRQ(ierr);
107 
108   /* constants */
109   ptr += rsize*csize;
110   ierr = MatCreateSeqDense(PETSC_COMM_SELF,esize,csize,ptr,&GEd);CHKERRQ(ierr);
111   ierr = MatCreateSubMatrix(lG,edge,extcol,MAT_INITIAL_MATRIX,&GE);CHKERRQ(ierr);
112   ierr = MatConvert(GE,MATSEQDENSE,MAT_REUSE_MATRIX,&GEd);CHKERRQ(ierr);
113   ierr = MatDestroy(&GE);CHKERRQ(ierr);
114   ierr = MatDenseOrthogonalRangeOrComplement(GEd,PETSC_FALSE,5*esize,work,rwork,GKins);CHKERRQ(ierr);
115   ierr = MatDestroy(&GEd);CHKERRQ(ierr);
116 
117   if (corners) {
118     Mat            GEc;
119     PetscScalar    *vals,v;
120 
121     ierr = MatCreateSubMatrix(lG,edge,corners,MAT_INITIAL_MATRIX,&GEc);CHKERRQ(ierr);
122     ierr = MatTransposeMatMult(GEc,*GKins,MAT_INITIAL_MATRIX,1.0,&GEd);CHKERRQ(ierr);
123     ierr = MatDenseGetArray(GEd,&vals);CHKERRQ(ierr);
124     /* v    = PetscAbsScalar(vals[0]) */;
125     v    = 1.;
126     cvals[0] = vals[0]/v;
127     cvals[1] = vals[1]/v;
128     ierr = MatDenseRestoreArray(GEd,&vals);CHKERRQ(ierr);
129     ierr = MatScale(*GKins,1./v);CHKERRQ(ierr);
130 #if defined(PRINT_GDET)
131     {
132       PetscViewer viewer;
133       char filename[256];
134       sprintf(filename,"Gdet_l%d_r%d_cc%d.m",lev,PetscGlobalRank,inc++);
135       ierr = PetscViewerASCIIOpen(PETSC_COMM_SELF,filename,&viewer);CHKERRQ(ierr);
136       ierr = PetscViewerPushFormat(viewer,PETSC_VIEWER_ASCII_MATLAB);CHKERRQ(ierr);
137       ierr = PetscObjectSetName((PetscObject)GEc,"GEc");CHKERRQ(ierr);
138       ierr = MatView(GEc,viewer);CHKERRQ(ierr);
139       ierr = PetscObjectSetName((PetscObject)(*GKins),"GK");CHKERRQ(ierr);
140       ierr = MatView(*GKins,viewer);CHKERRQ(ierr);
141       ierr = PetscObjectSetName((PetscObject)GEd,"Gproj");CHKERRQ(ierr);
142       ierr = MatView(GEd,viewer);CHKERRQ(ierr);
143       ierr = PetscViewerDestroy(&viewer);CHKERRQ(ierr);
144     }
145 #endif
146     ierr = MatDestroy(&GEd);CHKERRQ(ierr);
147     ierr = MatDestroy(&GEc);CHKERRQ(ierr);
148   }
149 
150   PetscFunctionReturn(0);
151 }
152 
153 PetscErrorCode PCBDDCNedelecSupport(PC pc)
154 {
155   PC_BDDC                *pcbddc = (PC_BDDC*)pc->data;
156   Mat_IS                 *matis = (Mat_IS*)pc->pmat->data;
157   Mat                    G,T,conn,lG,lGt,lGis,lGall,lGe,lGinit;
158   Vec                    tvec;
159   PetscSF                sfv;
160   ISLocalToGlobalMapping el2g,vl2g,fl2g,al2g;
161   MPI_Comm               comm;
162   IS                     lned,primals,allprimals,nedfieldlocal;
163   IS                     *eedges,*extrows,*extcols,*alleedges;
164   PetscBT                btv,bte,btvc,btb,btbd,btvcand,btvi,btee,bter;
165   PetscScalar            *vals,*work;
166   PetscReal              *rwork;
167   const PetscInt         *idxs,*ii,*jj,*iit,*jjt;
168   PetscInt               ne,nv,Lv,order,n,field;
169   PetscInt               n_neigh,*neigh,*n_shared,**shared;
170   PetscInt               i,j,extmem,cum,maxsize,nee;
171   PetscInt               *extrow,*extrowcum,*marks,*vmarks,*gidxs;
172   PetscInt               *sfvleaves,*sfvroots;
173   PetscInt               *corners,*cedges;
174   PetscInt               *ecount,**eneighs,*vcount,**vneighs;
175 #if defined(PETSC_USE_DEBUG)
176   PetscInt               *emarks;
177 #endif
178   PetscBool              print,eerr,done,lrc[2],conforming,global,singular,setprimal;
179   PetscErrorCode         ierr;
180 
181   PetscFunctionBegin;
182   /* If the discrete gradient is defined for a subset of dofs and global is true,
183      it assumes G is given in global ordering for all the dofs.
184      Otherwise, the ordering is global for the Nedelec field */
185   order      = pcbddc->nedorder;
186   conforming = pcbddc->conforming;
187   field      = pcbddc->nedfield;
188   global     = pcbddc->nedglobal;
189   setprimal  = PETSC_FALSE;
190   print      = PETSC_FALSE;
191   singular   = PETSC_FALSE;
192 
193   /* Command line customization */
194   ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)pc),((PetscObject)pc)->prefix,"BDDC Nedelec options","PC");CHKERRQ(ierr);
195   ierr = PetscOptionsBool("-pc_bddc_nedelec_field_primal","All edge dofs set as primals: Toselli's algorithm C",NULL,setprimal,&setprimal,NULL);CHKERRQ(ierr);
196   ierr = PetscOptionsBool("-pc_bddc_nedelec_singular","Infer nullspace from discrete gradient",NULL,singular,&singular,NULL);CHKERRQ(ierr);
197   ierr = PetscOptionsInt("-pc_bddc_nedelec_order","Test variable order code (to be removed)",NULL,order,&order,NULL);CHKERRQ(ierr);
198   /* print debug info TODO: to be removed */
199   ierr = PetscOptionsBool("-pc_bddc_nedelec_print","Print debug info",NULL,print,&print,NULL);CHKERRQ(ierr);
200   ierr = PetscOptionsEnd();CHKERRQ(ierr);
201 
202   /* Return if there are no edges in the decomposition and the problem is not singular */
203   ierr = MatGetLocalToGlobalMapping(pc->pmat,&al2g,NULL);CHKERRQ(ierr);
204   ierr = ISLocalToGlobalMappingGetSize(al2g,&n);CHKERRQ(ierr);
205   ierr = PetscObjectGetComm((PetscObject)pc,&comm);CHKERRQ(ierr);
206   if (!singular) {
207     ierr   = VecGetArrayRead(matis->counter,(const PetscScalar**)&vals);CHKERRQ(ierr);
208     lrc[0] = PETSC_FALSE;
209     for (i=0;i<n;i++) {
210       if (PetscRealPart(vals[i]) > 2.) {
211         lrc[0] = PETSC_TRUE;
212         break;
213       }
214     }
215     ierr = VecRestoreArrayRead(matis->counter,(const PetscScalar**)&vals);CHKERRQ(ierr);
216     ierr = MPIU_Allreduce(&lrc[0],&lrc[1],1,MPIU_BOOL,MPI_LOR,comm);CHKERRQ(ierr);
217     if (!lrc[1]) PetscFunctionReturn(0);
218   }
219 
220   /* Get Nedelec field */
221   ierr = MatISSetUpSF(pc->pmat);CHKERRQ(ierr);
222   if (pcbddc->n_ISForDofsLocal && field >= pcbddc->n_ISForDofsLocal) SETERRQ2(comm,PETSC_ERR_USER,"Invalid field for Nedelec %d: number of fields is %d",field,pcbddc->n_ISForDofsLocal);
223   if (pcbddc->n_ISForDofsLocal && field >= 0) {
224     ierr          = PetscObjectReference((PetscObject)pcbddc->ISForDofsLocal[field]);CHKERRQ(ierr);
225     nedfieldlocal = pcbddc->ISForDofsLocal[field];
226     ierr          = ISGetLocalSize(nedfieldlocal,&ne);CHKERRQ(ierr);
227   } else if (!pcbddc->n_ISForDofsLocal && field != PETSC_DECIDE) {
228     ne            = n;
229     nedfieldlocal = NULL;
230     global        = PETSC_TRUE;
231   } else if (field == PETSC_DECIDE) {
232     PetscInt rst,ren,*idx;
233 
234     ierr = PetscMemzero(matis->sf_leafdata,n*sizeof(PetscInt));CHKERRQ(ierr);
235     ierr = PetscMemzero(matis->sf_rootdata,pc->pmat->rmap->n*sizeof(PetscInt));CHKERRQ(ierr);
236     ierr = MatGetOwnershipRange(pcbddc->discretegradient,&rst,&ren);CHKERRQ(ierr);
237     for (i=rst;i<ren;i++) {
238       PetscInt nc;
239 
240       ierr = MatGetRow(pcbddc->discretegradient,i,&nc,NULL,NULL);CHKERRQ(ierr);
241       if (nc > 1) matis->sf_rootdata[i-rst] = 1;
242       ierr = MatRestoreRow(pcbddc->discretegradient,i,&nc,NULL,NULL);CHKERRQ(ierr);
243     }
244     ierr = PetscSFBcastBegin(matis->sf,MPIU_INT,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
245     ierr = PetscSFBcastEnd(matis->sf,MPIU_INT,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
246     ierr = PetscMalloc1(n,&idx);CHKERRQ(ierr);
247     for (i=0,ne=0;i<n;i++) if (matis->sf_leafdata[i]) idx[ne++] = i;
248     ierr = ISCreateGeneral(comm,ne,idx,PETSC_OWN_POINTER,&nedfieldlocal);CHKERRQ(ierr);
249   } else {
250     SETERRQ(comm,PETSC_ERR_USER,"When multiple fields are present, the Nedelec field has to be specified");
251   }
252 
253   /* Sanity checks */
254   if (!order && !conforming) SETERRQ(comm,PETSC_ERR_SUP,"Variable order and non-conforming spaces are not supported at the same time");
255   if (pcbddc->user_ChangeOfBasisMatrix) SETERRQ(comm,PETSC_ERR_SUP,"Cannot generate Nedelec support with user defined change of basis");
256   if (order && ne%order) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_USER,"The number of local edge dofs %d it's not a multiple of the order %d",ne,order);
257 
258   /* Just set primal dofs and return */
259   if (setprimal) {
260     IS       enedfieldlocal;
261     PetscInt *eidxs;
262 
263     ierr = PetscMalloc1(ne,&eidxs);CHKERRQ(ierr);
264     ierr = VecGetArrayRead(matis->counter,(const PetscScalar**)&vals);CHKERRQ(ierr);
265     if (nedfieldlocal) {
266       ierr = ISGetIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
267       for (i=0,cum=0;i<ne;i++) {
268         if (PetscRealPart(vals[idxs[i]]) > 2.) {
269           eidxs[cum++] = idxs[i];
270         }
271       }
272       ierr = ISRestoreIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
273     } else {
274       for (i=0,cum=0;i<ne;i++) {
275         if (PetscRealPart(vals[i]) > 2.) {
276           eidxs[cum++] = i;
277         }
278       }
279     }
280     ierr = VecRestoreArrayRead(matis->counter,(const PetscScalar**)&vals);CHKERRQ(ierr);
281     ierr = ISCreateGeneral(comm,cum,eidxs,PETSC_COPY_VALUES,&enedfieldlocal);CHKERRQ(ierr);
282     ierr = PCBDDCSetPrimalVerticesLocalIS(pc,enedfieldlocal);CHKERRQ(ierr);
283     ierr = PetscFree(eidxs);CHKERRQ(ierr);
284     ierr = ISDestroy(&nedfieldlocal);CHKERRQ(ierr);
285     ierr = ISDestroy(&enedfieldlocal);CHKERRQ(ierr);
286     PetscFunctionReturn(0);
287   }
288 
289   /* Compute some l2g maps */
290   if (nedfieldlocal) {
291     IS is;
292 
293     /* need to map from the local Nedelec field to local numbering */
294     ierr = ISLocalToGlobalMappingCreateIS(nedfieldlocal,&fl2g);CHKERRQ(ierr);
295     /* need to map from the local Nedelec field to global numbering for the whole dofs*/
296     ierr = ISLocalToGlobalMappingApplyIS(al2g,nedfieldlocal,&is);CHKERRQ(ierr);
297     ierr = ISLocalToGlobalMappingCreateIS(is,&al2g);CHKERRQ(ierr);
298     /* need to map from the local Nedelec field to global numbering (for Nedelec only) */
299     if (global) {
300       ierr = PetscObjectReference((PetscObject)al2g);CHKERRQ(ierr);
301       el2g = al2g;
302     } else {
303       IS gis;
304 
305       ierr = ISRenumber(is,NULL,NULL,&gis);CHKERRQ(ierr);
306       ierr = ISLocalToGlobalMappingCreateIS(gis,&el2g);CHKERRQ(ierr);
307       ierr = ISDestroy(&gis);CHKERRQ(ierr);
308     }
309     ierr = ISDestroy(&is);CHKERRQ(ierr);
310   } else {
311     /* restore default */
312     pcbddc->nedfield = -1;
313     /* one ref for the destruction of al2g, one for el2g */
314     ierr = PetscObjectReference((PetscObject)al2g);CHKERRQ(ierr);
315     ierr = PetscObjectReference((PetscObject)al2g);CHKERRQ(ierr);
316     el2g = al2g;
317     fl2g = NULL;
318   }
319 
320   /* Start communication to drop connections for interior edges (for cc analysis only) */
321   ierr = PetscMemzero(matis->sf_leafdata,n*sizeof(PetscInt));CHKERRQ(ierr);
322   ierr = PetscMemzero(matis->sf_rootdata,pc->pmat->rmap->n*sizeof(PetscInt));CHKERRQ(ierr);
323   if (nedfieldlocal) {
324     ierr = ISGetIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
325     for (i=0;i<ne;i++) matis->sf_leafdata[idxs[i]] = 1;
326     ierr = ISRestoreIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
327   } else {
328     for (i=0;i<ne;i++) matis->sf_leafdata[i] = 1;
329   }
330   ierr = PetscSFReduceBegin(matis->sf,MPIU_INT,matis->sf_leafdata,matis->sf_rootdata,MPI_SUM);CHKERRQ(ierr);
331   ierr = PetscSFReduceEnd(matis->sf,MPIU_INT,matis->sf_leafdata,matis->sf_rootdata,MPI_SUM);CHKERRQ(ierr);
332 
333   if (!singular) { /* drop connections with interior edges to avoid unneeded communications and memory movements */
334     ierr = MatDuplicate(pcbddc->discretegradient,MAT_COPY_VALUES,&G);CHKERRQ(ierr);
335     ierr = MatSetOption(G,MAT_KEEP_NONZERO_PATTERN,PETSC_FALSE);CHKERRQ(ierr);
336     if (global) {
337       PetscInt rst;
338 
339       ierr = MatGetOwnershipRange(G,&rst,NULL);CHKERRQ(ierr);
340       for (i=0,cum=0;i<pc->pmat->rmap->n;i++) {
341         if (matis->sf_rootdata[i] < 2) {
342           matis->sf_rootdata[cum++] = i + rst;
343         }
344       }
345       ierr = MatSetOption(G,MAT_NO_OFF_PROC_ZERO_ROWS,PETSC_TRUE);CHKERRQ(ierr);
346       ierr = MatZeroRows(G,cum,matis->sf_rootdata,0.,NULL,NULL);CHKERRQ(ierr);
347     } else {
348       PetscInt *tbz;
349 
350       ierr = PetscMalloc1(ne,&tbz);CHKERRQ(ierr);
351       ierr = PetscSFBcastBegin(matis->sf,MPIU_INT,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
352       ierr = PetscSFBcastEnd(matis->sf,MPIU_INT,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
353       ierr = ISGetIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
354       for (i=0,cum=0;i<ne;i++)
355         if (matis->sf_leafdata[idxs[i]] == 1)
356           tbz[cum++] = i;
357       ierr = ISRestoreIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
358       ierr = ISLocalToGlobalMappingApply(el2g,cum,tbz,tbz);CHKERRQ(ierr);
359       ierr = MatZeroRows(G,cum,tbz,0.,NULL,NULL);CHKERRQ(ierr);
360       ierr = PetscFree(tbz);CHKERRQ(ierr);
361     }
362   } else { /* we need the entire G to infer the nullspace */
363     ierr = PetscObjectReference((PetscObject)pcbddc->discretegradient);CHKERRQ(ierr);
364     G    = pcbddc->discretegradient;
365   }
366 
367   /* Extract subdomain relevant rows of G */
368   ierr = ISLocalToGlobalMappingGetIndices(el2g,&idxs);CHKERRQ(ierr);
369   ierr = ISCreateGeneral(comm,ne,idxs,PETSC_USE_POINTER,&lned);CHKERRQ(ierr);
370   ierr = MatCreateSubMatrix(G,lned,NULL,MAT_INITIAL_MATRIX,&lGall);CHKERRQ(ierr);
371   ierr = ISLocalToGlobalMappingRestoreIndices(el2g,&idxs);CHKERRQ(ierr);
372   ierr = ISDestroy(&lned);CHKERRQ(ierr);
373   ierr = MatConvert(lGall,MATIS,MAT_INITIAL_MATRIX,&lGis);CHKERRQ(ierr);
374   ierr = MatDestroy(&lGall);CHKERRQ(ierr);
375   ierr = MatISGetLocalMat(lGis,&lG);CHKERRQ(ierr);
376 
377   /* SF for nodal dofs communications */
378   ierr = MatGetLocalSize(G,NULL,&Lv);CHKERRQ(ierr);
379   ierr = MatGetLocalToGlobalMapping(lGis,NULL,&vl2g);CHKERRQ(ierr);
380   ierr = PetscObjectReference((PetscObject)vl2g);CHKERRQ(ierr);
381   ierr = ISLocalToGlobalMappingGetSize(vl2g,&nv);CHKERRQ(ierr);
382   ierr = PetscSFCreate(comm,&sfv);CHKERRQ(ierr);
383   ierr = ISLocalToGlobalMappingGetIndices(vl2g,&idxs);CHKERRQ(ierr);
384   ierr = PetscSFSetGraphLayout(sfv,lGis->cmap,nv,NULL,PETSC_OWN_POINTER,idxs);CHKERRQ(ierr);
385   ierr = ISLocalToGlobalMappingRestoreIndices(vl2g,&idxs);CHKERRQ(ierr);
386   i    = singular ? 2 : 1;
387   ierr = PetscMalloc2(i*nv,&sfvleaves,i*Lv,&sfvroots);CHKERRQ(ierr);
388 
389   /* Destroy temporary G created in MATIS format and modified G */
390   ierr = PetscObjectReference((PetscObject)lG);CHKERRQ(ierr);
391   ierr = MatDestroy(&lGis);CHKERRQ(ierr);
392   ierr = MatDestroy(&G);CHKERRQ(ierr);
393 
394   if (print) {
395     ierr = PetscObjectSetName((PetscObject)lG,"initial_lG");CHKERRQ(ierr);
396     ierr = MatView(lG,NULL);CHKERRQ(ierr);
397   }
398 
399   /* Save lG for values insertion in change of basis */
400   ierr = MatDuplicate(lG,MAT_COPY_VALUES,&lGinit);CHKERRQ(ierr);
401 
402   /* Analyze the edge-nodes connections (duplicate lG) */
403   ierr = MatDuplicate(lG,MAT_COPY_VALUES,&lGe);CHKERRQ(ierr);
404   ierr = MatSetOption(lGe,MAT_KEEP_NONZERO_PATTERN,PETSC_FALSE);CHKERRQ(ierr);
405   ierr = PetscBTCreate(nv,&btv);CHKERRQ(ierr);
406   ierr = PetscBTCreate(ne,&bte);CHKERRQ(ierr);
407   ierr = PetscBTCreate(ne,&btb);CHKERRQ(ierr);
408   ierr = PetscBTCreate(ne,&btbd);CHKERRQ(ierr);
409   ierr = PetscBTCreate(nv,&btvcand);CHKERRQ(ierr);
410   /* need to import the boundary specification to ensure the
411      proper detection of coarse edges' endpoints */
412   if (pcbddc->DirichletBoundariesLocal) {
413     IS is;
414 
415     if (fl2g) {
416       ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_MASK,pcbddc->DirichletBoundariesLocal,&is);CHKERRQ(ierr);
417     } else {
418       is = pcbddc->DirichletBoundariesLocal;
419     }
420     ierr = ISGetLocalSize(is,&cum);CHKERRQ(ierr);
421     ierr = ISGetIndices(is,&idxs);CHKERRQ(ierr);
422     for (i=0;i<cum;i++) {
423       if (idxs[i] >= 0) {
424         ierr = PetscBTSet(btb,idxs[i]);CHKERRQ(ierr);
425         ierr = PetscBTSet(btbd,idxs[i]);CHKERRQ(ierr);
426       }
427     }
428     ierr = ISRestoreIndices(is,&idxs);CHKERRQ(ierr);
429     if (fl2g) {
430       ierr = ISDestroy(&is);CHKERRQ(ierr);
431     }
432   }
433   if (pcbddc->NeumannBoundariesLocal) {
434     IS is;
435 
436     if (fl2g) {
437       ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_MASK,pcbddc->NeumannBoundariesLocal,&is);CHKERRQ(ierr);
438     } else {
439       is = pcbddc->NeumannBoundariesLocal;
440     }
441     ierr = ISGetLocalSize(is,&cum);CHKERRQ(ierr);
442     ierr = ISGetIndices(is,&idxs);CHKERRQ(ierr);
443     for (i=0;i<cum;i++) {
444       if (idxs[i] >= 0) {
445         ierr = PetscBTSet(btb,idxs[i]);CHKERRQ(ierr);
446       }
447     }
448     ierr = ISRestoreIndices(is,&idxs);CHKERRQ(ierr);
449     if (fl2g) {
450       ierr = ISDestroy(&is);CHKERRQ(ierr);
451     }
452   }
453 
454   /* Count neighs per dof */
455   ierr = PetscCalloc1(ne,&ecount);CHKERRQ(ierr);
456   ierr = PetscMalloc1(ne,&eneighs);CHKERRQ(ierr);
457   ierr = ISLocalToGlobalMappingGetInfo(el2g,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
458   for (i=1,cum=0;i<n_neigh;i++) {
459     cum += n_shared[i];
460     for (j=0;j<n_shared[i];j++) {
461       ecount[shared[i][j]]++;
462     }
463   }
464   if (ne) {
465     ierr = PetscMalloc1(cum,&eneighs[0]);CHKERRQ(ierr);
466   }
467   for (i=1;i<ne;i++) eneighs[i] = eneighs[i-1] + ecount[i-1];
468   ierr = PetscMemzero(ecount,ne*sizeof(PetscInt));CHKERRQ(ierr);
469   for (i=1;i<n_neigh;i++) {
470     for (j=0;j<n_shared[i];j++) {
471       PetscInt k = shared[i][j];
472       eneighs[k][ecount[k]] = neigh[i];
473       ecount[k]++;
474     }
475   }
476   for (i=0;i<ne;i++) {
477     ierr = PetscSortRemoveDupsInt(&ecount[i],eneighs[i]);CHKERRQ(ierr);
478   }
479   ierr = ISLocalToGlobalMappingRestoreInfo(el2g,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
480   ierr = PetscCalloc1(nv,&vcount);CHKERRQ(ierr);
481   ierr = PetscMalloc1(nv,&vneighs);CHKERRQ(ierr);
482   ierr = ISLocalToGlobalMappingGetInfo(vl2g,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
483   for (i=1,cum=0;i<n_neigh;i++) {
484     cum += n_shared[i];
485     for (j=0;j<n_shared[i];j++) {
486       vcount[shared[i][j]]++;
487     }
488   }
489   if (nv) {
490     ierr = PetscMalloc1(cum,&vneighs[0]);CHKERRQ(ierr);
491   }
492   for (i=1;i<nv;i++) vneighs[i] = vneighs[i-1] + vcount[i-1];
493   ierr = PetscMemzero(vcount,nv*sizeof(PetscInt));CHKERRQ(ierr);
494   for (i=1;i<n_neigh;i++) {
495     for (j=0;j<n_shared[i];j++) {
496       PetscInt k = shared[i][j];
497       vneighs[k][vcount[k]] = neigh[i];
498       vcount[k]++;
499     }
500   }
501   for (i=0;i<nv;i++) {
502     ierr = PetscSortRemoveDupsInt(&vcount[i],vneighs[i]);CHKERRQ(ierr);
503   }
504   ierr = ISLocalToGlobalMappingRestoreInfo(vl2g,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
505 
506   /* need to remove coarse faces' dofs and coarse edges' dirichlet dofs
507      for proper detection of coarse edges' endpoints */
508   ierr = PetscBTCreate(ne,&btee);CHKERRQ(ierr);
509   for (i=0;i<ne;i++) {
510     if ((ecount[i] > 1 && !PetscBTLookup(btbd,i)) || (ecount[i] == 1 && PetscBTLookup(btb,i))) {
511       ierr = PetscBTSet(btee,i);CHKERRQ(ierr);
512     }
513   }
514   ierr = PetscMalloc1(ne,&marks);CHKERRQ(ierr);
515   if (!conforming) {
516     ierr = MatTranspose(lGe,MAT_INITIAL_MATRIX,&lGt);CHKERRQ(ierr);
517     ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
518   }
519   ierr = MatGetRowIJ(lGe,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
520   ierr = MatSeqAIJGetArray(lGe,&vals);CHKERRQ(ierr);
521   cum  = 0;
522   for (i=0;i<ne;i++) {
523     /* eliminate rows corresponding to edge dofs belonging to coarse faces */
524     if (!PetscBTLookup(btee,i)) {
525       marks[cum++] = i;
526       continue;
527     }
528     /* set badly connected edge dofs as primal */
529     if (!conforming) {
530       if (ii[i+1]-ii[i] != order + 1) { /* every row of G on the coarse edge should list order+1 nodal dofs */
531         marks[cum++] = i;
532         ierr = PetscBTSet(bte,i);CHKERRQ(ierr);
533         for (j=ii[i];j<ii[i+1];j++) {
534           ierr = PetscBTSet(btv,jj[j]);CHKERRQ(ierr);
535         }
536       } else {
537         /* every edge dofs should be connected trough a certain number of nodal dofs
538            to other edge dofs belonging to coarse edges
539            - at most 2 endpoints
540            - order-1 interior nodal dofs
541            - no undefined nodal dofs (nconn < order)
542         */
543         PetscInt ends = 0,ints = 0, undef = 0;
544         for (j=ii[i];j<ii[i+1];j++) {
545           PetscInt v = jj[j],k;
546           PetscInt nconn = iit[v+1]-iit[v];
547           for (k=iit[v];k<iit[v+1];k++) if (!PetscBTLookup(btee,jjt[k])) nconn--;
548           if (nconn > order) ends++;
549           else if (nconn == order) ints++;
550           else undef++;
551         }
552         if (undef || ends > 2 || ints != order -1) {
553           marks[cum++] = i;
554           ierr = PetscBTSet(bte,i);CHKERRQ(ierr);
555           for (j=ii[i];j<ii[i+1];j++) {
556             ierr = PetscBTSet(btv,jj[j]);CHKERRQ(ierr);
557           }
558         }
559       }
560     }
561     /* We assume the order on the element edge is ii[i+1]-ii[i]-1 */
562     if (!order && ii[i+1] != ii[i]) {
563       PetscScalar val = 1./(ii[i+1]-ii[i]-1);
564       for (j=ii[i];j<ii[i+1];j++) vals[j] = val;
565     }
566   }
567   ierr = PetscBTDestroy(&btee);CHKERRQ(ierr);
568   ierr = MatSeqAIJRestoreArray(lGe,&vals);CHKERRQ(ierr);
569   ierr = MatRestoreRowIJ(lGe,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
570   if (!conforming) {
571     ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
572     ierr = MatDestroy(&lGt);CHKERRQ(ierr);
573   }
574   ierr = MatZeroRows(lGe,cum,marks,0.,NULL,NULL);CHKERRQ(ierr);
575 
576   /* identify splitpoints and corner candidates */
577   ierr = MatTranspose(lGe,MAT_INITIAL_MATRIX,&lGt);CHKERRQ(ierr);
578   if (print) {
579     ierr = PetscObjectSetName((PetscObject)lGe,"edgerestr_lG");CHKERRQ(ierr);
580     ierr = MatView(lGe,NULL);CHKERRQ(ierr);
581     ierr = PetscObjectSetName((PetscObject)lGt,"edgerestr_lGt");CHKERRQ(ierr);
582     ierr = MatView(lGt,NULL);CHKERRQ(ierr);
583   }
584   ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
585   ierr = MatSeqAIJGetArray(lGt,&vals);CHKERRQ(ierr);
586   for (i=0;i<nv;i++) {
587     PetscInt  ord = order, test = ii[i+1]-ii[i], vc = vcount[i];
588     PetscBool sneighs = PETSC_TRUE, bdir = PETSC_FALSE;
589     if (!order) { /* variable order */
590       PetscReal vorder = 0.;
591 
592       for (j=ii[i];j<ii[i+1];j++) vorder += PetscRealPart(vals[j]);
593       test = PetscFloorReal(vorder+10.*PETSC_SQRT_MACHINE_EPSILON);
594       if (vorder-test > PETSC_SQRT_MACHINE_EPSILON) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected value for vorder: %g (%d)",vorder,test);
595       ord  = 1;
596     }
597 #if defined(PETSC_USE_DEBUG)
598     if (test%ord) SETERRQ3(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected number of edge dofs %d connected with nodal dof %d with order %d",test,i,ord);
599 #endif
600     for (j=ii[i];j<ii[i+1] && sneighs;j++) {
601       if (PetscBTLookup(btbd,jj[j])) {
602         bdir = PETSC_TRUE;
603         break;
604       }
605       if (vc != ecount[jj[j]]) {
606         sneighs = PETSC_FALSE;
607       } else {
608         PetscInt k,*vn = vneighs[i], *en = eneighs[jj[j]];
609         for (k=0;k<vc;k++) {
610           if (vn[k] != en[k]) {
611             sneighs = PETSC_FALSE;
612             break;
613           }
614         }
615       }
616     }
617     if (!sneighs || test >= 3*ord || bdir) { /* splitpoints */
618       if (print) PetscPrintf(PETSC_COMM_SELF,"SPLITPOINT %d (%d %d %d)\n",i,!sneighs,test >= 3*ord,bdir);
619       ierr = PetscBTSet(btv,i);CHKERRQ(ierr);
620     } else if (test == ord) {
621       if (order == 1 || (!order && ii[i+1]-ii[i] == 1)) {
622         if (print) PetscPrintf(PETSC_COMM_SELF,"ENDPOINT %d\n",i);
623         ierr = PetscBTSet(btv,i);CHKERRQ(ierr);
624       } else {
625         if (print) PetscPrintf(PETSC_COMM_SELF,"CORNER CANDIDATE %d\n",i);
626         ierr = PetscBTSet(btvcand,i);CHKERRQ(ierr);
627       }
628     }
629   }
630   ierr = PetscFree(ecount);CHKERRQ(ierr);
631   ierr = PetscFree(vcount);CHKERRQ(ierr);
632   if (ne) {
633     ierr = PetscFree(eneighs[0]);CHKERRQ(ierr);
634   }
635   if (nv) {
636     ierr = PetscFree(vneighs[0]);CHKERRQ(ierr);
637   }
638   ierr = PetscFree(eneighs);CHKERRQ(ierr);
639   ierr = PetscFree(vneighs);CHKERRQ(ierr);
640   ierr = PetscBTDestroy(&btbd);CHKERRQ(ierr);
641 
642   /* a candidate is valid if it is connected to another candidate via a non-primal edge dof */
643   if (order != 1) {
644     if (print) PetscPrintf(PETSC_COMM_SELF,"INSPECTING CANDIDATES\n");
645     ierr = MatGetRowIJ(lGe,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
646     for (i=0;i<nv;i++) {
647       if (PetscBTLookup(btvcand,i)) {
648         PetscBool found = PETSC_FALSE;
649         for (j=ii[i];j<ii[i+1] && !found;j++) {
650           PetscInt k,e = jj[j];
651           if (PetscBTLookup(bte,e)) continue;
652           for (k=iit[e];k<iit[e+1];k++) {
653             PetscInt v = jjt[k];
654             if (v != i && PetscBTLookup(btvcand,v)) {
655               found = PETSC_TRUE;
656               break;
657             }
658           }
659         }
660         if (!found) {
661           if (print) PetscPrintf(PETSC_COMM_SELF,"  CANDIDATE %d CLEARED\n",i);
662           ierr = PetscBTClear(btvcand,i);CHKERRQ(ierr);
663         } else {
664           if (print) PetscPrintf(PETSC_COMM_SELF,"  CANDIDATE %d ACCEPTED\n",i);
665         }
666       }
667     }
668     ierr = MatRestoreRowIJ(lGe,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
669   }
670   ierr = MatSeqAIJRestoreArray(lGt,&vals);CHKERRQ(ierr);
671   ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
672   ierr = MatDestroy(&lGe);CHKERRQ(ierr);
673 
674   /* Get the local G^T explicitly */
675   ierr = MatDestroy(&lGt);CHKERRQ(ierr);
676   ierr = MatTranspose(lG,MAT_INITIAL_MATRIX,&lGt);CHKERRQ(ierr);
677   ierr = MatSetOption(lGt,MAT_KEEP_NONZERO_PATTERN,PETSC_FALSE);CHKERRQ(ierr);
678 
679   /* Mark interior nodal dofs */
680   ierr = ISLocalToGlobalMappingGetInfo(vl2g,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
681   ierr = PetscBTCreate(nv,&btvi);CHKERRQ(ierr);
682   for (i=1;i<n_neigh;i++) {
683     for (j=0;j<n_shared[i];j++) {
684       ierr = PetscBTSet(btvi,shared[i][j]);CHKERRQ(ierr);
685     }
686   }
687   ierr = ISLocalToGlobalMappingRestoreInfo(vl2g,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
688 
689   /* communicate corners and splitpoints */
690   ierr = PetscMalloc1(nv,&vmarks);CHKERRQ(ierr);
691   ierr = PetscMemzero(sfvleaves,nv*sizeof(PetscInt));CHKERRQ(ierr);
692   ierr = PetscMemzero(sfvroots,Lv*sizeof(PetscInt));CHKERRQ(ierr);
693   for (i=0;i<nv;i++) if (PetscUnlikely(PetscBTLookup(btv,i))) sfvleaves[i] = 1;
694 
695   if (print) {
696     IS tbz;
697 
698     cum = 0;
699     for (i=0;i<nv;i++)
700       if (sfvleaves[i])
701         vmarks[cum++] = i;
702 
703     ierr = ISCreateGeneral(PETSC_COMM_SELF,cum,vmarks,PETSC_COPY_VALUES,&tbz);CHKERRQ(ierr);
704     ierr = PetscObjectSetName((PetscObject)tbz,"corners_to_be_zeroed_local");CHKERRQ(ierr);
705     ierr = ISView(tbz,NULL);CHKERRQ(ierr);
706     ierr = ISDestroy(&tbz);CHKERRQ(ierr);
707   }
708 
709   ierr = PetscSFReduceBegin(sfv,MPIU_INT,sfvleaves,sfvroots,MPI_SUM);CHKERRQ(ierr);
710   ierr = PetscSFReduceEnd(sfv,MPIU_INT,sfvleaves,sfvroots,MPI_SUM);CHKERRQ(ierr);
711   ierr = PetscSFBcastBegin(sfv,MPIU_INT,sfvroots,sfvleaves);CHKERRQ(ierr);
712   ierr = PetscSFBcastEnd(sfv,MPIU_INT,sfvroots,sfvleaves);CHKERRQ(ierr);
713 
714   /* Zero rows of lGt corresponding to identified corners
715      and interior nodal dofs */
716   cum = 0;
717   for (i=0;i<nv;i++) {
718     if (sfvleaves[i]) {
719       vmarks[cum++] = i;
720       ierr = PetscBTSet(btv,i);CHKERRQ(ierr);
721     }
722     if (!PetscBTLookup(btvi,i)) vmarks[cum++] = i;
723   }
724   ierr = PetscBTDestroy(&btvi);CHKERRQ(ierr);
725   if (print) {
726     IS tbz;
727 
728     ierr = ISCreateGeneral(PETSC_COMM_SELF,cum,vmarks,PETSC_COPY_VALUES,&tbz);CHKERRQ(ierr);
729     ierr = PetscObjectSetName((PetscObject)tbz,"corners_to_be_zeroed_with_interior");CHKERRQ(ierr);
730     ierr = ISView(tbz,NULL);CHKERRQ(ierr);
731     ierr = ISDestroy(&tbz);CHKERRQ(ierr);
732   }
733   ierr = MatZeroRows(lGt,cum,vmarks,0.,NULL,NULL);CHKERRQ(ierr);
734   ierr = PetscFree(vmarks);CHKERRQ(ierr);
735   ierr = PetscSFDestroy(&sfv);CHKERRQ(ierr);
736   ierr = PetscFree2(sfvleaves,sfvroots);CHKERRQ(ierr);
737 
738   /* Recompute G */
739   ierr = MatDestroy(&lG);CHKERRQ(ierr);
740   ierr = MatTranspose(lGt,MAT_INITIAL_MATRIX,&lG);CHKERRQ(ierr);
741   if (print) {
742     ierr = PetscObjectSetName((PetscObject)lG,"used_lG");CHKERRQ(ierr);
743     ierr = MatView(lG,NULL);CHKERRQ(ierr);
744     ierr = PetscObjectSetName((PetscObject)lGt,"used_lGt");CHKERRQ(ierr);
745     ierr = MatView(lGt,NULL);CHKERRQ(ierr);
746   }
747 
748   /* Get primal dofs (if any) */
749   cum = 0;
750   for (i=0;i<ne;i++) {
751     if (PetscUnlikely(PetscBTLookup(bte,i))) marks[cum++] = i;
752   }
753   if (fl2g) {
754     ierr = ISLocalToGlobalMappingApply(fl2g,cum,marks,marks);CHKERRQ(ierr);
755   }
756   ierr = ISCreateGeneral(comm,cum,marks,PETSC_COPY_VALUES,&primals);CHKERRQ(ierr);
757   if (print) {
758     ierr = PetscObjectSetName((PetscObject)primals,"prescribed_primal_dofs");CHKERRQ(ierr);
759     ierr = ISView(primals,NULL);CHKERRQ(ierr);
760   }
761   ierr = PetscBTDestroy(&bte);CHKERRQ(ierr);
762   /* TODO: what if the user passed in some of them ?  */
763   ierr = PCBDDCSetPrimalVerticesLocalIS(pc,primals);CHKERRQ(ierr);
764   ierr = ISDestroy(&primals);CHKERRQ(ierr);
765 
766   /* Compute edge connectivity */
767   ierr = PetscObjectSetOptionsPrefix((PetscObject)lG,"econn_");CHKERRQ(ierr);
768   ierr = MatMatMultSymbolic(lG,lGt,PETSC_DEFAULT,&conn);CHKERRQ(ierr);
769   ierr = MatGetRowIJ(conn,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
770   if (fl2g) {
771     PetscBT   btf;
772     PetscInt  *iia,*jja,*iiu,*jju;
773     PetscBool rest = PETSC_FALSE,free = PETSC_FALSE;
774 
775     /* create CSR for all local dofs */
776     ierr = PetscMalloc1(n+1,&iia);CHKERRQ(ierr);
777     if (pcbddc->mat_graph->nvtxs_csr) { /* the user has passed in a CSR graph */
778       if (pcbddc->mat_graph->nvtxs_csr != n) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_USER,"Invalid size of CSR graph %d. Should be %d\n",pcbddc->mat_graph->nvtxs_csr,n);
779       iiu = pcbddc->mat_graph->xadj;
780       jju = pcbddc->mat_graph->adjncy;
781     } else if (pcbddc->use_local_adj) {
782       rest = PETSC_TRUE;
783       ierr = MatGetRowIJ(matis->A,0,PETSC_TRUE,PETSC_FALSE,&i,(const PetscInt**)&iiu,(const PetscInt**)&jju,&done);CHKERRQ(ierr);
784     } else {
785       free   = PETSC_TRUE;
786       ierr   = PetscMalloc2(n+1,&iiu,n,&jju);CHKERRQ(ierr);
787       iiu[0] = 0;
788       for (i=0;i<n;i++) {
789         iiu[i+1] = i+1;
790         jju[i]   = -1;
791       }
792     }
793 
794     /* import sizes of CSR */
795     iia[0] = 0;
796     for (i=0;i<n;i++) iia[i+1] = iiu[i+1]-iiu[i];
797 
798     /* overwrite entries corresponding to the Nedelec field */
799     ierr = PetscBTCreate(n,&btf);CHKERRQ(ierr);
800     ierr = ISGetIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
801     for (i=0;i<ne;i++) {
802       ierr = PetscBTSet(btf,idxs[i]);CHKERRQ(ierr);
803       iia[idxs[i]+1] = ii[i+1]-ii[i];
804     }
805 
806     /* iia in CSR */
807     for (i=0;i<n;i++) iia[i+1] += iia[i];
808 
809     /* jja in CSR */
810     ierr = PetscMalloc1(iia[n],&jja);CHKERRQ(ierr);
811     for (i=0;i<n;i++)
812       if (!PetscBTLookup(btf,i))
813         for (j=0;j<iiu[i+1]-iiu[i];j++)
814           jja[iia[i]+j] = jju[iiu[i]+j];
815 
816     /* map edge dofs connectivity */
817     if (jj) {
818       ierr = ISLocalToGlobalMappingApply(fl2g,ii[ne],jj,(PetscInt *)jj);CHKERRQ(ierr);
819       for (i=0;i<ne;i++) {
820         PetscInt e = idxs[i];
821         for (j=0;j<ii[i+1]-ii[i];j++) jja[iia[e]+j] = jj[ii[i]+j];
822       }
823     }
824     ierr = ISRestoreIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
825     ierr = PCBDDCSetLocalAdjacencyGraph(pc,n,iia,jja,PETSC_OWN_POINTER);CHKERRQ(ierr);
826     if (rest) {
827       ierr = MatRestoreRowIJ(matis->A,0,PETSC_TRUE,PETSC_FALSE,&i,(const PetscInt**)&iiu,(const PetscInt**)&jju,&done);CHKERRQ(ierr);
828     }
829     if (free) {
830       ierr = PetscFree2(iiu,jju);CHKERRQ(ierr);
831     }
832     ierr = PetscBTDestroy(&btf);CHKERRQ(ierr);
833   } else {
834     ierr = PCBDDCSetLocalAdjacencyGraph(pc,n,ii,jj,PETSC_USE_POINTER);CHKERRQ(ierr);
835   }
836 
837   /* Analyze interface for edge dofs */
838   ierr = PCBDDCAnalyzeInterface(pc);CHKERRQ(ierr);
839   pcbddc->mat_graph->twodim = PETSC_FALSE;
840 
841   /* Get coarse edges in the edge space */
842   ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,NULL,NULL,&nee,&alleedges,&allprimals);CHKERRQ(ierr);
843   ierr = MatRestoreRowIJ(conn,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
844 
845   if (fl2g) {
846     ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_DROP,allprimals,&primals);CHKERRQ(ierr);
847     ierr = PetscMalloc1(nee,&eedges);CHKERRQ(ierr);
848     for (i=0;i<nee;i++) {
849       ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_DROP,alleedges[i],&eedges[i]);CHKERRQ(ierr);
850     }
851   } else {
852     eedges  = alleedges;
853     primals = allprimals;
854   }
855 
856   /* Mark fine edge dofs with their coarse edge id */
857   ierr = PetscMemzero(marks,ne*sizeof(PetscInt));CHKERRQ(ierr);
858   ierr = ISGetLocalSize(primals,&cum);CHKERRQ(ierr);
859   ierr = ISGetIndices(primals,&idxs);CHKERRQ(ierr);
860   for (i=0;i<cum;i++) marks[idxs[i]] = nee+1;
861   ierr = ISRestoreIndices(primals,&idxs);CHKERRQ(ierr);
862   if (print) {
863     ierr = PetscObjectSetName((PetscObject)primals,"obtained_primal_dofs");CHKERRQ(ierr);
864     ierr = ISView(primals,NULL);CHKERRQ(ierr);
865   }
866 
867   maxsize = 0;
868   for (i=0;i<nee;i++) {
869     PetscInt size,mark = i+1;
870 
871     ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
872     ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
873     for (j=0;j<size;j++) marks[idxs[j]] = mark;
874     ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
875     maxsize = PetscMax(maxsize,size);
876   }
877 
878   /* Find coarse edge endpoints */
879   ierr = MatGetRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
880   ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
881   for (i=0;i<nee;i++) {
882     PetscInt mark = i+1,size;
883 
884     ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
885     if (!size && nedfieldlocal) continue;
886     if (!size) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected zero sized edge %d",i);
887     ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
888     if (print) {
889       PetscPrintf(PETSC_COMM_SELF,"ENDPOINTS ANALYSIS EDGE %d\n",i);
890       ISView(eedges[i],NULL);
891     }
892     for (j=0;j<size;j++) {
893       PetscInt k, ee = idxs[j];
894       if (print) PetscPrintf(PETSC_COMM_SELF,"  idx %d\n",ee);
895       for (k=ii[ee];k<ii[ee+1];k++) {
896         if (print) PetscPrintf(PETSC_COMM_SELF,"    inspect %d\n",jj[k]);
897         if (PetscBTLookup(btv,jj[k])) {
898           if (print) PetscPrintf(PETSC_COMM_SELF,"      corner found (already set) %d\n",jj[k]);
899         } else if (PetscBTLookup(btvcand,jj[k])) { /* is it ok? */
900           PetscInt  k2;
901           PetscBool corner = PETSC_FALSE;
902           for (k2 = iit[jj[k]];k2 < iit[jj[k]+1];k2++) {
903             if (print) PetscPrintf(PETSC_COMM_SELF,"        INSPECTING %d: mark %d (ref mark %d), boundary %d\n",jjt[k2],marks[jjt[k2]],mark,!!PetscBTLookup(btb,jjt[k2]));
904             /* it's a corner if either is connected with an edge dof belonging to a different cc or
905                if the edge dof lie on the natural part of the boundary */
906             if ((marks[jjt[k2]] && marks[jjt[k2]] != mark) || (!marks[jjt[k2]] && PetscBTLookup(btb,jjt[k2]))) {
907               corner = PETSC_TRUE;
908               break;
909             }
910           }
911           if (corner) { /* found the nodal dof corresponding to the endpoint of the edge */
912             if (print) PetscPrintf(PETSC_COMM_SELF,"        corner found %d\n",jj[k]);
913             ierr = PetscBTSet(btv,jj[k]);CHKERRQ(ierr);
914           } else {
915             if (print) PetscPrintf(PETSC_COMM_SELF,"        no corners found\n");
916           }
917         }
918       }
919     }
920     ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
921   }
922   ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
923   ierr = MatRestoreRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
924   ierr = PetscBTDestroy(&btb);CHKERRQ(ierr);
925 
926   /* Reset marked primal dofs */
927   ierr = ISGetLocalSize(primals,&cum);CHKERRQ(ierr);
928   ierr = ISGetIndices(primals,&idxs);CHKERRQ(ierr);
929   for (i=0;i<cum;i++) marks[idxs[i]] = 0;
930   ierr = ISRestoreIndices(primals,&idxs);CHKERRQ(ierr);
931 
932   /* Now use the initial lG */
933   ierr = MatDestroy(&lG);CHKERRQ(ierr);
934   ierr = MatDestroy(&lGt);CHKERRQ(ierr);
935   lG   = lGinit;
936   ierr = MatTranspose(lG,MAT_INITIAL_MATRIX,&lGt);CHKERRQ(ierr);
937 
938   /* Compute extended cols indices */
939   ierr = PetscBTCreate(nv,&btvc);CHKERRQ(ierr);
940   ierr = PetscBTCreate(nee,&bter);CHKERRQ(ierr);
941   ierr = MatGetRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
942   ierr = MatSeqAIJGetMaxRowNonzeros(lG,&i);CHKERRQ(ierr);
943   i   *= maxsize;
944   ierr = PetscCalloc1(nee,&extcols);CHKERRQ(ierr);
945   ierr = PetscMalloc2(i,&extrow,i,&gidxs);CHKERRQ(ierr);
946   eerr = PETSC_FALSE;
947   for (i=0;i<nee;i++) {
948     PetscInt size,found = 0;
949 
950     cum  = 0;
951     ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
952     if (!size && nedfieldlocal) continue;
953     if (!size) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected zero sized edge %d",i);
954     ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
955     ierr = PetscBTMemzero(nv,btvc);CHKERRQ(ierr);
956     for (j=0;j<size;j++) {
957       PetscInt k,ee = idxs[j];
958       for (k=ii[ee];k<ii[ee+1];k++) {
959         PetscInt vv = jj[k];
960         if (!PetscBTLookup(btv,vv)) extrow[cum++] = vv;
961         else if (!PetscBTLookupSet(btvc,vv)) found++;
962       }
963     }
964     ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
965     ierr = PetscSortRemoveDupsInt(&cum,extrow);CHKERRQ(ierr);
966     ierr = ISLocalToGlobalMappingApply(vl2g,cum,extrow,gidxs);CHKERRQ(ierr);
967     ierr = PetscSortIntWithArray(cum,gidxs,extrow);CHKERRQ(ierr);
968     ierr = ISCreateGeneral(PETSC_COMM_SELF,cum,extrow,PETSC_COPY_VALUES,&extcols[i]);CHKERRQ(ierr);
969     /* it may happen that endpoints are not defined at this point
970        if it is the case, mark this edge for a second pass */
971     if (cum != size -1 || found != 2) {
972       ierr = PetscBTSet(bter,i);CHKERRQ(ierr);
973       if (print) {
974         ierr = PetscObjectSetName((PetscObject)eedges[i],"error_edge");CHKERRQ(ierr);
975         ierr = ISView(eedges[i],NULL);CHKERRQ(ierr);
976         ierr = PetscObjectSetName((PetscObject)extcols[i],"error_extcol");CHKERRQ(ierr);
977         ierr = ISView(extcols[i],NULL);CHKERRQ(ierr);
978       }
979       eerr = PETSC_TRUE;
980     }
981   }
982   /* if (eerr) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected SIZE OF EDGE > EXTCOL FIRST PASS"); */
983   ierr = MPIU_Allreduce(&eerr,&done,1,MPIU_BOOL,MPI_LOR,comm);CHKERRQ(ierr);
984   if (done) {
985     PetscInt *newprimals;
986 
987     ierr = PetscMalloc1(ne,&newprimals);CHKERRQ(ierr);
988     ierr = ISGetLocalSize(primals,&cum);CHKERRQ(ierr);
989     ierr = ISGetIndices(primals,&idxs);CHKERRQ(ierr);
990     ierr = PetscMemcpy(newprimals,idxs,cum*sizeof(PetscInt));CHKERRQ(ierr);
991     ierr = ISRestoreIndices(primals,&idxs);CHKERRQ(ierr);
992     ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
993     if (print) PetscPrintf(PETSC_COMM_SELF,"DOING SECOND PASS (eerr %d)\n",eerr);
994     for (i=0;i<nee;i++) {
995       PetscBool has_candidates = PETSC_FALSE;
996       if (PetscBTLookup(bter,i)) {
997         PetscInt size,mark = i+1;
998 
999         ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
1000         ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
1001         /* for (j=0;j<size;j++) newprimals[cum++] = idxs[j]; */
1002         for (j=0;j<size;j++) {
1003           PetscInt k,ee = idxs[j];
1004           if (print) PetscPrintf(PETSC_COMM_SELF,"Inspecting edge dof %d [%d %d)\n",ee,ii[ee],ii[ee+1]);
1005           for (k=ii[ee];k<ii[ee+1];k++) {
1006             /* set all candidates located on the edge as corners */
1007             if (PetscBTLookup(btvcand,jj[k])) {
1008               PetscInt k2,vv = jj[k];
1009               has_candidates = PETSC_TRUE;
1010               if (print) PetscPrintf(PETSC_COMM_SELF,"  Candidate set to vertex %d\n",vv);
1011               ierr = PetscBTSet(btv,vv);CHKERRQ(ierr);
1012               /* set all edge dofs connected to candidate as primals */
1013               for (k2=iit[vv];k2<iit[vv+1];k2++) {
1014                 if (marks[jjt[k2]] == mark) {
1015                   PetscInt k3,ee2 = jjt[k2];
1016                   if (print) PetscPrintf(PETSC_COMM_SELF,"    Connected edge dof set to primal %d\n",ee2);
1017                   newprimals[cum++] = ee2;
1018                   /* finally set the new corners */
1019                   for (k3=ii[ee2];k3<ii[ee2+1];k3++) {
1020                     if (print) PetscPrintf(PETSC_COMM_SELF,"      Connected nodal dof set to vertex %d\n",jj[k3]);
1021                     ierr = PetscBTSet(btv,jj[k3]);CHKERRQ(ierr);
1022                   }
1023                 }
1024               }
1025             } else {
1026               if (print) PetscPrintf(PETSC_COMM_SELF,"  Not a candidate vertex %d\n",jj[k]);
1027             }
1028           }
1029         }
1030         if (!has_candidates) { /* circular edge */
1031           PetscInt k, ee = idxs[0],*tmarks;
1032 
1033           ierr = PetscCalloc1(ne,&tmarks);CHKERRQ(ierr);
1034           if (print) PetscPrintf(PETSC_COMM_SELF,"  Circular edge %d\n",i);
1035           for (k=ii[ee];k<ii[ee+1];k++) {
1036             PetscInt k2;
1037             if (print) PetscPrintf(PETSC_COMM_SELF,"    Set to corner %d\n",jj[k]);
1038             ierr = PetscBTSet(btv,jj[k]);CHKERRQ(ierr);
1039             for (k2=iit[jj[k]];k2<iit[jj[k]+1];k2++) tmarks[jjt[k2]]++;
1040           }
1041           for (j=0;j<size;j++) {
1042             if (tmarks[idxs[j]] > 1) {
1043               if (print) PetscPrintf(PETSC_COMM_SELF,"  Edge dof set to primal %d\n",idxs[j]);
1044               newprimals[cum++] = idxs[j];
1045             }
1046           }
1047           ierr = PetscFree(tmarks);CHKERRQ(ierr);
1048         }
1049         ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
1050       }
1051       ierr = ISDestroy(&extcols[i]);CHKERRQ(ierr);
1052     }
1053     ierr = PetscFree(extcols);CHKERRQ(ierr);
1054     ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
1055     ierr = PetscSortRemoveDupsInt(&cum,newprimals);CHKERRQ(ierr);
1056     if (fl2g) {
1057       ierr = ISLocalToGlobalMappingApply(fl2g,cum,newprimals,newprimals);CHKERRQ(ierr);
1058       ierr = ISDestroy(&primals);CHKERRQ(ierr);
1059       for (i=0;i<nee;i++) {
1060         ierr = ISDestroy(&eedges[i]);CHKERRQ(ierr);
1061       }
1062       ierr = PetscFree(eedges);CHKERRQ(ierr);
1063     }
1064     ierr = PCBDDCGraphRestoreCandidatesIS(pcbddc->mat_graph,NULL,NULL,&nee,&alleedges,&allprimals);CHKERRQ(ierr);
1065     ierr = ISCreateGeneral(comm,cum,newprimals,PETSC_COPY_VALUES,&primals);CHKERRQ(ierr);
1066     ierr = PetscFree(newprimals);CHKERRQ(ierr);
1067     ierr = PCBDDCSetPrimalVerticesLocalIS(pc,primals);CHKERRQ(ierr);
1068     ierr = ISDestroy(&primals);CHKERRQ(ierr);
1069     ierr = PCBDDCAnalyzeInterface(pc);CHKERRQ(ierr);
1070     pcbddc->mat_graph->twodim = PETSC_FALSE;
1071     ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,NULL,NULL,&nee,&alleedges,&allprimals);CHKERRQ(ierr);
1072     if (fl2g) {
1073       ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_DROP,allprimals,&primals);CHKERRQ(ierr);
1074       ierr = PetscMalloc1(nee,&eedges);CHKERRQ(ierr);
1075       for (i=0;i<nee;i++) {
1076         ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_DROP,alleedges[i],&eedges[i]);CHKERRQ(ierr);
1077       }
1078     } else {
1079       eedges  = alleedges;
1080       primals = allprimals;
1081     }
1082     ierr = PetscCalloc1(nee,&extcols);CHKERRQ(ierr);
1083 
1084     /* Mark again */
1085     ierr = PetscMemzero(marks,ne*sizeof(PetscInt));CHKERRQ(ierr);
1086     for (i=0;i<nee;i++) {
1087       PetscInt size,mark = i+1;
1088 
1089       ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
1090       ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
1091       for (j=0;j<size;j++) marks[idxs[j]] = mark;
1092       ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
1093     }
1094     if (print) {
1095       ierr = PetscObjectSetName((PetscObject)primals,"obtained_primal_dofs_secondpass");CHKERRQ(ierr);
1096       ierr = ISView(primals,NULL);CHKERRQ(ierr);
1097     }
1098 
1099     /* Recompute extended cols */
1100     eerr = PETSC_FALSE;
1101     for (i=0;i<nee;i++) {
1102       PetscInt size;
1103 
1104       cum  = 0;
1105       ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
1106       if (!size && nedfieldlocal) continue;
1107       if (!size) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected zero sized edge %d",i);
1108       ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
1109       for (j=0;j<size;j++) {
1110         PetscInt k,ee = idxs[j];
1111         for (k=ii[ee];k<ii[ee+1];k++) if (!PetscBTLookup(btv,jj[k])) extrow[cum++] = jj[k];
1112       }
1113       ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
1114       ierr = PetscSortRemoveDupsInt(&cum,extrow);CHKERRQ(ierr);
1115       ierr = ISLocalToGlobalMappingApply(vl2g,cum,extrow,gidxs);CHKERRQ(ierr);
1116       ierr = PetscSortIntWithArray(cum,gidxs,extrow);CHKERRQ(ierr);
1117       ierr = ISCreateGeneral(PETSC_COMM_SELF,cum,extrow,PETSC_COPY_VALUES,&extcols[i]);CHKERRQ(ierr);
1118       if (cum != size -1) {
1119         if (print) {
1120           ierr = PetscObjectSetName((PetscObject)eedges[i],"error_edge_secondpass");CHKERRQ(ierr);
1121           ierr = ISView(eedges[i],NULL);CHKERRQ(ierr);
1122           ierr = PetscObjectSetName((PetscObject)extcols[i],"error_extcol_secondpass");CHKERRQ(ierr);
1123           ierr = ISView(extcols[i],NULL);CHKERRQ(ierr);
1124         }
1125         eerr = PETSC_TRUE;
1126       }
1127     }
1128   }
1129   ierr = MatRestoreRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1130   ierr = PetscFree2(extrow,gidxs);CHKERRQ(ierr);
1131   ierr = PetscBTDestroy(&bter);CHKERRQ(ierr);
1132   if (print) { ierr = PCBDDCGraphASCIIView(pcbddc->mat_graph,5,PETSC_VIEWER_STDOUT_SELF);CHKERRQ(ierr); }
1133   /* an error should not occur at this point */
1134   if (eerr) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected SIZE OF EDGE > EXTCOL SECOND PASS");
1135 
1136   /* Check the number of endpoints */
1137   ierr = MatGetRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1138   ierr = PetscMalloc1(2*nee,&corners);CHKERRQ(ierr);
1139   ierr = PetscMalloc1(nee,&cedges);CHKERRQ(ierr);
1140   for (i=0;i<nee;i++) {
1141     PetscInt size, found = 0, gc[2];
1142 
1143     /* init with defaults */
1144     cedges[i] = corners[i*2] = corners[i*2+1] = -1;
1145     ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
1146     if (!size && nedfieldlocal) continue;
1147     if (!size) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected zero sized edge %d",i);
1148     ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
1149     ierr = PetscBTMemzero(nv,btvc);CHKERRQ(ierr);
1150     for (j=0;j<size;j++) {
1151       PetscInt k,ee = idxs[j];
1152       for (k=ii[ee];k<ii[ee+1];k++) {
1153         PetscInt vv = jj[k];
1154         if (PetscBTLookup(btv,vv) && !PetscBTLookupSet(btvc,vv)) {
1155           if (found == 2) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Found more then two corners for edge %d\n",i);
1156           corners[i*2+found++] = vv;
1157         }
1158       }
1159     }
1160     if (found != 2) {
1161       PetscInt e;
1162       if (fl2g) {
1163         ierr = ISLocalToGlobalMappingApply(fl2g,1,idxs,&e);CHKERRQ(ierr);
1164       } else {
1165         e = idxs[0];
1166       }
1167       SETERRQ4(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Found %d corners for edge %d (astart %d, estart %d)\n",found,i,e,idxs[0]);
1168     }
1169 
1170     /* get primal dof index on this coarse edge */
1171     ierr = ISLocalToGlobalMappingApply(vl2g,2,corners+2*i,gc);CHKERRQ(ierr);
1172     if (gc[0] > gc[1]) {
1173       PetscInt swap  = corners[2*i];
1174       corners[2*i]   = corners[2*i+1];
1175       corners[2*i+1] = swap;
1176     }
1177     cedges[i] = idxs[size-1];
1178     ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
1179     if (print) PetscPrintf(PETSC_COMM_SELF,"EDGE %d: ce %d, corners (%d,%d)\n",i,cedges[i],corners[2*i],corners[2*i+1]);
1180   }
1181   ierr = MatRestoreRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1182   ierr = PetscBTDestroy(&btvc);CHKERRQ(ierr);
1183 
1184 #if defined(PETSC_USE_DEBUG)
1185   /* Inspects columns of lG (rows of lGt) and make sure the change of basis will
1186      not interfere with neighbouring coarse edges */
1187   ierr = PetscMalloc1(nee+1,&emarks);CHKERRQ(ierr);
1188   ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1189   for (i=0;i<nv;i++) {
1190     PetscInt emax = 0,eemax = 0;
1191 
1192     if (ii[i+1]==ii[i] || PetscBTLookup(btv,i)) continue;
1193     ierr = PetscMemzero(emarks,(nee+1)*sizeof(PetscInt));CHKERRQ(ierr);
1194     for (j=ii[i];j<ii[i+1];j++) emarks[marks[jj[j]]]++;
1195     for (j=1;j<nee+1;j++) {
1196       if (emax < emarks[j]) {
1197         emax = emarks[j];
1198         eemax = j;
1199       }
1200     }
1201     /* not relevant for edges */
1202     if (!eemax) continue;
1203 
1204     for (j=ii[i];j<ii[i+1];j++) {
1205       if (marks[jj[j]] && marks[jj[j]] != eemax) {
1206         SETERRQ4(PETSC_COMM_SELF,PETSC_ERR_SUP,"Found 2 coarse edges (id %d and %d) connected through the %d nodal dof at edge dof %d\n",marks[jj[j]]-1,eemax,i,jj[j]);
1207       }
1208     }
1209   }
1210   ierr = PetscFree(emarks);CHKERRQ(ierr);
1211   ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1212 #endif
1213 
1214   /* Compute extended rows indices for edge blocks of the change of basis */
1215   ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1216   ierr = MatSeqAIJGetMaxRowNonzeros(lGt,&extmem);CHKERRQ(ierr);
1217   extmem *= maxsize;
1218   ierr = PetscMalloc1(extmem*nee,&extrow);CHKERRQ(ierr);
1219   ierr = PetscMalloc1(nee,&extrows);CHKERRQ(ierr);
1220   ierr = PetscCalloc1(nee,&extrowcum);CHKERRQ(ierr);
1221   for (i=0;i<nv;i++) {
1222     PetscInt mark = 0,size,start;
1223 
1224     if (ii[i+1]==ii[i] || PetscBTLookup(btv,i)) continue;
1225     for (j=ii[i];j<ii[i+1];j++)
1226       if (marks[jj[j]] && !mark)
1227         mark = marks[jj[j]];
1228 
1229     /* not relevant */
1230     if (!mark) continue;
1231 
1232     /* import extended row */
1233     mark--;
1234     start = mark*extmem+extrowcum[mark];
1235     size = ii[i+1]-ii[i];
1236     if (extrowcum[mark] + size > extmem) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Not enough memory allocated %d > %d",extrowcum[mark] + size,extmem);
1237     ierr = PetscMemcpy(extrow+start,jj+ii[i],size*sizeof(PetscInt));CHKERRQ(ierr);
1238     extrowcum[mark] += size;
1239   }
1240   ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1241   ierr = MatDestroy(&lGt);CHKERRQ(ierr);
1242   ierr = PetscFree(marks);CHKERRQ(ierr);
1243 
1244   /* Compress extrows */
1245   cum  = 0;
1246   for (i=0;i<nee;i++) {
1247     PetscInt size = extrowcum[i],*start = extrow + i*extmem;
1248     ierr = PetscSortRemoveDupsInt(&size,start);CHKERRQ(ierr);
1249     ierr = ISCreateGeneral(PETSC_COMM_SELF,size,start,PETSC_USE_POINTER,&extrows[i]);CHKERRQ(ierr);
1250     cum  = PetscMax(cum,size);
1251   }
1252   ierr = PetscFree(extrowcum);CHKERRQ(ierr);
1253   ierr = PetscBTDestroy(&btv);CHKERRQ(ierr);
1254   ierr = PetscBTDestroy(&btvcand);CHKERRQ(ierr);
1255 
1256   /* Workspace for lapack inner calls and VecSetValues */
1257   ierr = PetscMalloc2((5+cum+maxsize)*maxsize,&work,maxsize,&rwork);CHKERRQ(ierr);
1258 
1259   /* Create change of basis matrix (preallocation can be improved) */
1260   ierr = MatCreate(comm,&T);CHKERRQ(ierr);
1261   ierr = MatSetSizes(T,pc->pmat->rmap->n,pc->pmat->rmap->n,
1262                        pc->pmat->rmap->N,pc->pmat->rmap->N);CHKERRQ(ierr);
1263   ierr = MatSetType(T,MATAIJ);CHKERRQ(ierr);
1264   ierr = MatSeqAIJSetPreallocation(T,10,NULL);CHKERRQ(ierr);
1265   ierr = MatMPIAIJSetPreallocation(T,10,NULL,10,NULL);CHKERRQ(ierr);
1266   ierr = MatSetLocalToGlobalMapping(T,al2g,al2g);CHKERRQ(ierr);
1267   ierr = MatSetOption(T,MAT_NEW_NONZERO_ALLOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
1268   ierr = MatSetOption(T,MAT_ROW_ORIENTED,PETSC_FALSE);CHKERRQ(ierr);
1269   ierr = ISLocalToGlobalMappingDestroy(&al2g);CHKERRQ(ierr);
1270 
1271   /* Defaults to identity */
1272   ierr = MatCreateVecs(pc->pmat,&tvec,NULL);CHKERRQ(ierr);
1273   ierr = VecSet(tvec,1.0);CHKERRQ(ierr);
1274   ierr = MatDiagonalSet(T,tvec,INSERT_VALUES);CHKERRQ(ierr);
1275   ierr = VecDestroy(&tvec);CHKERRQ(ierr);
1276 
1277   /* Create discrete gradient for the coarser level if needed */
1278   ierr = MatDestroy(&pcbddc->nedcG);CHKERRQ(ierr);
1279   ierr = ISDestroy(&pcbddc->nedclocal);CHKERRQ(ierr);
1280   if (pcbddc->current_level < pcbddc->max_levels) {
1281     ISLocalToGlobalMapping cel2g,cvl2g;
1282     IS                     wis,gwis;
1283     PetscInt               cnv,cne;
1284 
1285     ierr = ISCreateGeneral(comm,nee,cedges,PETSC_COPY_VALUES,&wis);CHKERRQ(ierr);
1286     if (fl2g) {
1287       ierr = ISLocalToGlobalMappingApplyIS(fl2g,wis,&pcbddc->nedclocal);CHKERRQ(ierr);
1288     } else {
1289       ierr = PetscObjectReference((PetscObject)wis);CHKERRQ(ierr);
1290       pcbddc->nedclocal = wis;
1291     }
1292     ierr = ISLocalToGlobalMappingApplyIS(el2g,wis,&gwis);CHKERRQ(ierr);
1293     ierr = ISDestroy(&wis);CHKERRQ(ierr);
1294     ierr = ISRenumber(gwis,NULL,&cne,&wis);CHKERRQ(ierr);
1295     ierr = ISLocalToGlobalMappingCreateIS(wis,&cel2g);CHKERRQ(ierr);
1296     ierr = ISDestroy(&wis);CHKERRQ(ierr);
1297     ierr = ISDestroy(&gwis);CHKERRQ(ierr);
1298 
1299     ierr = ISCreateGeneral(comm,2*nee,corners,PETSC_USE_POINTER,&wis);CHKERRQ(ierr);
1300     ierr = ISLocalToGlobalMappingApplyIS(vl2g,wis,&gwis);CHKERRQ(ierr);
1301     ierr = ISDestroy(&wis);CHKERRQ(ierr);
1302     ierr = ISRenumber(gwis,NULL,&cnv,&wis);CHKERRQ(ierr);
1303     ierr = ISLocalToGlobalMappingCreateIS(wis,&cvl2g);CHKERRQ(ierr);
1304     ierr = ISDestroy(&wis);CHKERRQ(ierr);
1305     ierr = ISDestroy(&gwis);CHKERRQ(ierr);
1306 
1307     ierr = MatCreate(comm,&pcbddc->nedcG);CHKERRQ(ierr);
1308     ierr = MatSetSizes(pcbddc->nedcG,PETSC_DECIDE,PETSC_DECIDE,cne,cnv);CHKERRQ(ierr);
1309     ierr = MatSetType(pcbddc->nedcG,MATAIJ);CHKERRQ(ierr);
1310     ierr = MatSeqAIJSetPreallocation(pcbddc->nedcG,2,NULL);CHKERRQ(ierr);
1311     ierr = MatMPIAIJSetPreallocation(pcbddc->nedcG,2,NULL,2,NULL);CHKERRQ(ierr);
1312     ierr = MatSetLocalToGlobalMapping(pcbddc->nedcG,cel2g,cvl2g);CHKERRQ(ierr);
1313     ierr = ISLocalToGlobalMappingDestroy(&cel2g);CHKERRQ(ierr);
1314     ierr = ISLocalToGlobalMappingDestroy(&cvl2g);CHKERRQ(ierr);
1315   }
1316   ierr = ISLocalToGlobalMappingDestroy(&vl2g);CHKERRQ(ierr);
1317 
1318 #if defined(PRINT_GDET)
1319   inc = 0;
1320   lev = pcbddc->current_level;
1321 #endif
1322 
1323   /* Insert values in the change of basis matrix */
1324   for (i=0;i<nee;i++) {
1325     Mat         Gins = NULL, GKins = NULL;
1326     IS          cornersis = NULL;
1327     PetscScalar cvals[2];
1328 
1329     if (pcbddc->nedcG) {
1330       ierr = ISCreateGeneral(PETSC_COMM_SELF,2,corners+2*i,PETSC_USE_POINTER,&cornersis);CHKERRQ(ierr);
1331     }
1332     ierr = PCBDDCComputeNedelecChangeEdge(lG,eedges[i],extrows[i],extcols[i],cornersis,&Gins,&GKins,cvals,work,rwork);CHKERRQ(ierr);
1333     if (Gins && GKins) {
1334       PetscScalar    *data;
1335       const PetscInt *rows,*cols;
1336       PetscInt       nrh,nch,nrc,ncc;
1337 
1338       ierr = ISGetIndices(eedges[i],&cols);CHKERRQ(ierr);
1339       /* H1 */
1340       ierr = ISGetIndices(extrows[i],&rows);CHKERRQ(ierr);
1341       ierr = MatGetSize(Gins,&nrh,&nch);CHKERRQ(ierr);
1342       ierr = MatDenseGetArray(Gins,&data);CHKERRQ(ierr);
1343       ierr = MatSetValuesLocal(T,nrh,rows,nch,cols,data,INSERT_VALUES);CHKERRQ(ierr);
1344       ierr = MatDenseRestoreArray(Gins,&data);CHKERRQ(ierr);
1345       ierr = ISRestoreIndices(extrows[i],&rows);CHKERRQ(ierr);
1346       /* complement */
1347       ierr = MatGetSize(GKins,&nrc,&ncc);CHKERRQ(ierr);
1348       if (!ncc) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Constant function has not been generated for coarse edge %d",i);
1349       if (ncc + nch != nrc) SETERRQ4(PETSC_COMM_SELF,PETSC_ERR_PLIB,"The sum of the number of columns of GKins %d and Gins %d does not match %d for coarse edge %d",ncc,nch,nrc,i);
1350       if (ncc != 1 && pcbddc->nedcG) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_SUP,"Cannot generate the coarse discrete gradient for coarse edge %d with ncc %d",i,ncc);
1351       ierr = MatDenseGetArray(GKins,&data);CHKERRQ(ierr);
1352       ierr = MatSetValuesLocal(T,nrc,cols,ncc,cols+nch,data,INSERT_VALUES);CHKERRQ(ierr);
1353       ierr = MatDenseRestoreArray(GKins,&data);CHKERRQ(ierr);
1354 
1355       /* coarse discrete gradient */
1356       if (pcbddc->nedcG) {
1357         PetscInt cols[2];
1358 
1359         cols[0] = 2*i;
1360         cols[1] = 2*i+1;
1361         ierr = MatSetValuesLocal(pcbddc->nedcG,1,&i,2,cols,cvals,INSERT_VALUES);CHKERRQ(ierr);
1362       }
1363       ierr = ISRestoreIndices(eedges[i],&cols);CHKERRQ(ierr);
1364     }
1365     ierr = ISDestroy(&extrows[i]);CHKERRQ(ierr);
1366     ierr = ISDestroy(&extcols[i]);CHKERRQ(ierr);
1367     ierr = ISDestroy(&cornersis);CHKERRQ(ierr);
1368     ierr = MatDestroy(&Gins);CHKERRQ(ierr);
1369     ierr = MatDestroy(&GKins);CHKERRQ(ierr);
1370   }
1371   ierr = ISLocalToGlobalMappingDestroy(&el2g);CHKERRQ(ierr);
1372 
1373   /* Start assembling */
1374   ierr = MatAssemblyBegin(T,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
1375   if (pcbddc->nedcG) {
1376     ierr = MatAssemblyBegin(pcbddc->nedcG,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
1377   }
1378 
1379   /* Free */
1380   if (fl2g) {
1381     ierr = ISDestroy(&primals);CHKERRQ(ierr);
1382     for (i=0;i<nee;i++) {
1383       ierr = ISDestroy(&eedges[i]);CHKERRQ(ierr);
1384     }
1385     ierr = PetscFree(eedges);CHKERRQ(ierr);
1386   }
1387 
1388   /* hack mat_graph with primal dofs on the coarse edges */
1389   {
1390     PCBDDCGraph graph   = pcbddc->mat_graph;
1391     PetscInt    *oqueue = graph->queue;
1392     PetscInt    *ocptr  = graph->cptr;
1393     PetscInt    ncc,*idxs;
1394 
1395     /* find first primal edge */
1396     if (pcbddc->nedclocal) {
1397       ierr = ISGetIndices(pcbddc->nedclocal,(const PetscInt**)&idxs);CHKERRQ(ierr);
1398     } else {
1399       if (fl2g) {
1400         ierr = ISLocalToGlobalMappingApply(fl2g,nee,cedges,cedges);CHKERRQ(ierr);
1401       }
1402       idxs = cedges;
1403     }
1404     cum = 0;
1405     while (cum < nee && cedges[cum] < 0) cum++;
1406 
1407     /* adapt connected components */
1408     ierr = PetscMalloc2(graph->nvtxs+1,&graph->cptr,ocptr[graph->ncc],&graph->queue);CHKERRQ(ierr);
1409     graph->cptr[0] = 0;
1410     for (i=0,ncc=0;i<graph->ncc;i++) {
1411       PetscInt lc = ocptr[i+1]-ocptr[i];
1412       if (cum != nee && oqueue[ocptr[i+1]-1] == cedges[cum]) { /* this cc has a primal dof */
1413         graph->cptr[ncc+1] = graph->cptr[ncc]+1;
1414         graph->queue[graph->cptr[ncc]] = cedges[cum];
1415         ncc++;
1416         lc--;
1417         cum++;
1418         while (cum < nee && cedges[cum] < 0) cum++;
1419       }
1420       graph->cptr[ncc+1] = graph->cptr[ncc] + lc;
1421       for (j=0;j<lc;j++) graph->queue[graph->cptr[ncc]+j] = oqueue[ocptr[i]+j];
1422       ncc++;
1423     }
1424     graph->ncc = ncc;
1425     if (pcbddc->nedclocal) {
1426       ierr = ISRestoreIndices(pcbddc->nedclocal,(const PetscInt**)&idxs);CHKERRQ(ierr);
1427     }
1428     ierr = PetscFree2(ocptr,oqueue);CHKERRQ(ierr);
1429   }
1430   ierr = ISLocalToGlobalMappingDestroy(&fl2g);CHKERRQ(ierr);
1431   ierr = PCBDDCGraphRestoreCandidatesIS(pcbddc->mat_graph,NULL,NULL,&nee,&alleedges,&allprimals);CHKERRQ(ierr);
1432   ierr = PCBDDCGraphResetCSR(pcbddc->mat_graph);CHKERRQ(ierr);
1433   ierr = MatDestroy(&conn);CHKERRQ(ierr);
1434 
1435   ierr = ISDestroy(&nedfieldlocal);CHKERRQ(ierr);
1436   ierr = PetscFree(extrow);CHKERRQ(ierr);
1437   ierr = PetscFree2(work,rwork);CHKERRQ(ierr);
1438   ierr = PetscFree(corners);CHKERRQ(ierr);
1439   ierr = PetscFree(cedges);CHKERRQ(ierr);
1440   ierr = PetscFree(extrows);CHKERRQ(ierr);
1441   ierr = PetscFree(extcols);CHKERRQ(ierr);
1442   ierr = MatDestroy(&lG);CHKERRQ(ierr);
1443 
1444   /* Complete assembling */
1445   ierr = MatAssemblyEnd(T,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
1446   if (pcbddc->nedcG) {
1447     ierr = MatAssemblyEnd(pcbddc->nedcG,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
1448 #if 0
1449     ierr = PetscObjectSetName((PetscObject)pcbddc->nedcG,"coarse_G");CHKERRQ(ierr);
1450     ierr = MatView(pcbddc->nedcG,NULL);CHKERRQ(ierr);
1451 #endif
1452   }
1453 
1454   /* set change of basis */
1455   ierr = PCBDDCSetChangeOfBasisMat(pc,T,singular);CHKERRQ(ierr);
1456   ierr = MatDestroy(&T);CHKERRQ(ierr);
1457 
1458   PetscFunctionReturn(0);
1459 }
1460 
1461 /* the near-null space of BDDC carries information on quadrature weights,
1462    and these can be collinear -> so cheat with MatNullSpaceCreate
1463    and create a suitable set of basis vectors first */
1464 PetscErrorCode PCBDDCNullSpaceCreate(MPI_Comm comm, PetscBool has_const, PetscInt nvecs, Vec quad_vecs[], MatNullSpace *nnsp)
1465 {
1466   PetscErrorCode ierr;
1467   PetscInt       i;
1468 
1469   PetscFunctionBegin;
1470   for (i=0;i<nvecs;i++) {
1471     PetscInt first,last;
1472 
1473     ierr = VecGetOwnershipRange(quad_vecs[i],&first,&last);CHKERRQ(ierr);
1474     if (last-first < 2*nvecs && has_const) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Not implemented");
1475     if (i>=first && i < last) {
1476       PetscScalar *data;
1477       ierr = VecGetArray(quad_vecs[i],&data);CHKERRQ(ierr);
1478       if (!has_const) {
1479         data[i-first] = 1.;
1480       } else {
1481         data[2*i-first] = 1./PetscSqrtReal(2.);
1482         data[2*i-first+1] = -1./PetscSqrtReal(2.);
1483       }
1484       ierr = VecRestoreArray(quad_vecs[i],&data);CHKERRQ(ierr);
1485     }
1486     ierr = PetscObjectStateIncrease((PetscObject)quad_vecs[i]);CHKERRQ(ierr);
1487   }
1488   ierr = MatNullSpaceCreate(comm,has_const,nvecs,quad_vecs,nnsp);CHKERRQ(ierr);
1489   for (i=0;i<nvecs;i++) { /* reset vectors */
1490     PetscInt first,last;
1491     ierr = VecLockPop(quad_vecs[i]);CHKERRQ(ierr);
1492     ierr = VecGetOwnershipRange(quad_vecs[i],&first,&last);CHKERRQ(ierr);
1493     if (i>=first && i < last) {
1494       PetscScalar *data;
1495       ierr = VecGetArray(quad_vecs[i],&data);CHKERRQ(ierr);
1496       if (!has_const) {
1497         data[i-first] = 0.;
1498       } else {
1499         data[2*i-first] = 0.;
1500         data[2*i-first+1] = 0.;
1501       }
1502       ierr = VecRestoreArray(quad_vecs[i],&data);CHKERRQ(ierr);
1503     }
1504     ierr = PetscObjectStateIncrease((PetscObject)quad_vecs[i]);CHKERRQ(ierr);
1505     ierr = VecLockPush(quad_vecs[i]);CHKERRQ(ierr);
1506   }
1507   PetscFunctionReturn(0);
1508 }
1509 
1510 PetscErrorCode PCBDDCComputeNoNetFlux(Mat A, Mat divudotp, PetscBool transpose, IS vl2l, PCBDDCGraph graph, MatNullSpace *nnsp)
1511 {
1512   Mat                    loc_divudotp;
1513   Vec                    p,v,vins,quad_vec,*quad_vecs;
1514   ISLocalToGlobalMapping map;
1515   IS                     *faces,*edges;
1516   PetscScalar            *vals;
1517   const PetscScalar      *array;
1518   PetscInt               i,maxneighs,lmaxneighs,maxsize,nf,ne;
1519   PetscMPIInt            rank;
1520   PetscErrorCode         ierr;
1521 
1522   PetscFunctionBegin;
1523   ierr = PCBDDCGraphGetCandidatesIS(graph,&nf,&faces,&ne,&edges,NULL);CHKERRQ(ierr);
1524   if (graph->twodim) {
1525     lmaxneighs = 2;
1526   } else {
1527     lmaxneighs = 1;
1528     for (i=0;i<ne;i++) {
1529       const PetscInt *idxs;
1530       ierr = ISGetIndices(edges[i],&idxs);CHKERRQ(ierr);
1531       lmaxneighs = PetscMax(lmaxneighs,graph->count[idxs[0]]);
1532       ierr = ISRestoreIndices(edges[i],&idxs);CHKERRQ(ierr);
1533     }
1534     lmaxneighs++; /* graph count does not include self */
1535   }
1536   ierr = MPIU_Allreduce(&lmaxneighs,&maxneighs,1,MPIU_INT,MPI_MAX,PetscObjectComm((PetscObject)A));CHKERRQ(ierr);
1537   maxsize = 0;
1538   for (i=0;i<ne;i++) {
1539     PetscInt nn;
1540     ierr = ISGetLocalSize(edges[i],&nn);CHKERRQ(ierr);
1541     maxsize = PetscMax(maxsize,nn);
1542   }
1543   for (i=0;i<nf;i++) {
1544     PetscInt nn;
1545     ierr = ISGetLocalSize(faces[i],&nn);CHKERRQ(ierr);
1546     maxsize = PetscMax(maxsize,nn);
1547   }
1548   ierr = PetscMalloc1(maxsize,&vals);CHKERRQ(ierr);
1549   /* create vectors to hold quadrature weights */
1550   ierr = MatCreateVecs(A,&quad_vec,NULL);CHKERRQ(ierr);
1551   if (!transpose) {
1552     ierr = MatGetLocalToGlobalMapping(A,&map,NULL);CHKERRQ(ierr);
1553   } else {
1554     ierr = MatGetLocalToGlobalMapping(A,NULL,&map);CHKERRQ(ierr);
1555   }
1556   ierr = VecDuplicateVecs(quad_vec,maxneighs,&quad_vecs);CHKERRQ(ierr);
1557   ierr = VecDestroy(&quad_vec);CHKERRQ(ierr);
1558   ierr = PCBDDCNullSpaceCreate(PetscObjectComm((PetscObject)A),PETSC_FALSE,maxneighs,quad_vecs,nnsp);CHKERRQ(ierr);
1559   for (i=0;i<maxneighs;i++) {
1560     ierr = VecLockPop(quad_vecs[i]);CHKERRQ(ierr);
1561     ierr = VecSetLocalToGlobalMapping(quad_vecs[i],map);CHKERRQ(ierr);
1562   }
1563 
1564   /* compute local quad vec */
1565   ierr = MatISGetLocalMat(divudotp,&loc_divudotp);CHKERRQ(ierr);
1566   if (!transpose) {
1567     ierr = MatCreateVecs(loc_divudotp,&v,&p);CHKERRQ(ierr);
1568   } else {
1569     ierr = MatCreateVecs(loc_divudotp,&p,&v);CHKERRQ(ierr);
1570   }
1571   ierr = VecSet(p,1.);CHKERRQ(ierr);
1572   if (!transpose) {
1573     ierr = MatMultTranspose(loc_divudotp,p,v);CHKERRQ(ierr);
1574   } else {
1575     ierr = MatMult(loc_divudotp,p,v);CHKERRQ(ierr);
1576   }
1577   if (vl2l) {
1578     Mat        lA;
1579     VecScatter sc;
1580 
1581     ierr = MatISGetLocalMat(A,&lA);CHKERRQ(ierr);
1582     ierr = MatCreateVecs(lA,&vins,NULL);CHKERRQ(ierr);
1583     ierr = VecScatterCreate(v,vl2l,vins,NULL,&sc);CHKERRQ(ierr);
1584     ierr = VecScatterBegin(sc,v,vins,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1585     ierr = VecScatterEnd(sc,v,vins,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1586     ierr = VecScatterDestroy(&sc);CHKERRQ(ierr);
1587   } else {
1588     vins = v;
1589   }
1590   ierr = VecGetArrayRead(vins,&array);CHKERRQ(ierr);
1591   ierr = VecDestroy(&p);CHKERRQ(ierr);
1592 
1593   /* insert in global quadrature vecs */
1594   ierr = MPI_Comm_rank(PetscObjectComm((PetscObject)A),&rank);CHKERRQ(ierr);
1595   for (i=0;i<nf;i++) {
1596     const PetscInt    *idxs;
1597     PetscInt          idx,nn,j;
1598 
1599     ierr = ISGetIndices(faces[i],&idxs);CHKERRQ(ierr);
1600     ierr = ISGetLocalSize(faces[i],&nn);CHKERRQ(ierr);
1601     for (j=0;j<nn;j++) vals[j] = array[idxs[j]];
1602     ierr = PetscFindInt(rank,graph->count[idxs[0]],graph->neighbours_set[idxs[0]],&idx);CHKERRQ(ierr);
1603     idx  = -(idx+1);
1604     ierr = VecSetValuesLocal(quad_vecs[idx],nn,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
1605     ierr = ISRestoreIndices(faces[i],&idxs);CHKERRQ(ierr);
1606   }
1607   for (i=0;i<ne;i++) {
1608     const PetscInt    *idxs;
1609     PetscInt          idx,nn,j;
1610 
1611     ierr = ISGetIndices(edges[i],&idxs);CHKERRQ(ierr);
1612     ierr = ISGetLocalSize(edges[i],&nn);CHKERRQ(ierr);
1613     for (j=0;j<nn;j++) vals[j] = array[idxs[j]];
1614     ierr = PetscFindInt(rank,graph->count[idxs[0]],graph->neighbours_set[idxs[0]],&idx);CHKERRQ(ierr);
1615     idx  = -(idx+1);
1616     ierr = VecSetValuesLocal(quad_vecs[idx],nn,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
1617     ierr = ISRestoreIndices(edges[i],&idxs);CHKERRQ(ierr);
1618   }
1619   ierr = PCBDDCGraphRestoreCandidatesIS(graph,&nf,&faces,&ne,&edges,NULL);CHKERRQ(ierr);
1620   ierr = VecRestoreArrayRead(vins,&array);CHKERRQ(ierr);
1621   if (vl2l) {
1622     ierr = VecDestroy(&vins);CHKERRQ(ierr);
1623   }
1624   ierr = VecDestroy(&v);CHKERRQ(ierr);
1625   ierr = PetscFree(vals);CHKERRQ(ierr);
1626 
1627   /* assemble near null space */
1628   for (i=0;i<maxneighs;i++) {
1629     ierr = VecAssemblyBegin(quad_vecs[i]);CHKERRQ(ierr);
1630   }
1631   for (i=0;i<maxneighs;i++) {
1632     ierr = VecAssemblyEnd(quad_vecs[i]);CHKERRQ(ierr);
1633     ierr = VecLockPush(quad_vecs[i]);CHKERRQ(ierr);
1634   }
1635   ierr = VecDestroyVecs(maxneighs,&quad_vecs);CHKERRQ(ierr);
1636   PetscFunctionReturn(0);
1637 }
1638 
1639 
1640 PetscErrorCode PCBDDCComputeLocalTopologyInfo(PC pc)
1641 {
1642   PetscErrorCode ierr;
1643   Vec            local,global;
1644   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
1645   Mat_IS         *matis = (Mat_IS*)pc->pmat->data;
1646   PetscBool      monolithic = PETSC_FALSE;
1647 
1648   PetscFunctionBegin;
1649   ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)pc),((PetscObject)pc)->prefix,"BDDC topology options","PC");CHKERRQ(ierr);
1650   ierr = PetscOptionsBool("-pc_bddc_monolithic","Discard any information on dofs splitting",NULL,monolithic,&monolithic,NULL);CHKERRQ(ierr);
1651   ierr = PetscOptionsEnd();CHKERRQ(ierr);
1652   /* need to convert from global to local topology information and remove references to information in global ordering */
1653   ierr = MatCreateVecs(pc->pmat,&global,NULL);CHKERRQ(ierr);
1654   ierr = MatCreateVecs(matis->A,&local,NULL);CHKERRQ(ierr);
1655   if (monolithic) goto boundary;
1656 
1657   if (pcbddc->user_provided_isfordofs) {
1658     if (pcbddc->n_ISForDofs) {
1659       PetscInt i;
1660       ierr = PetscMalloc1(pcbddc->n_ISForDofs,&pcbddc->ISForDofsLocal);CHKERRQ(ierr);
1661       for (i=0;i<pcbddc->n_ISForDofs;i++) {
1662         ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,pcbddc->ISForDofs[i],&pcbddc->ISForDofsLocal[i]);CHKERRQ(ierr);
1663         ierr = ISDestroy(&pcbddc->ISForDofs[i]);CHKERRQ(ierr);
1664       }
1665       pcbddc->n_ISForDofsLocal = pcbddc->n_ISForDofs;
1666       pcbddc->n_ISForDofs = 0;
1667       ierr = PetscFree(pcbddc->ISForDofs);CHKERRQ(ierr);
1668     }
1669   } else {
1670     if (!pcbddc->n_ISForDofsLocal) { /* field split not present */
1671       DM dm;
1672 
1673       ierr = PCGetDM(pc, &dm);CHKERRQ(ierr);
1674       if (!dm) {
1675         ierr = MatGetDM(pc->pmat, &dm);CHKERRQ(ierr);
1676       }
1677       if (dm) {
1678         IS      *fields;
1679         PetscInt nf,i;
1680         ierr = DMCreateFieldDecomposition(dm,&nf,NULL,&fields,NULL);CHKERRQ(ierr);
1681         ierr = PetscMalloc1(nf,&pcbddc->ISForDofsLocal);CHKERRQ(ierr);
1682         for (i=0;i<nf;i++) {
1683           ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,fields[i],&pcbddc->ISForDofsLocal[i]);CHKERRQ(ierr);
1684           ierr = ISDestroy(&fields[i]);CHKERRQ(ierr);
1685         }
1686         ierr = PetscFree(fields);CHKERRQ(ierr);
1687         pcbddc->n_ISForDofsLocal = nf;
1688       } else { /* See if MATIS has fields attached by the conversion from MatNest */
1689         PetscContainer   c;
1690 
1691         ierr = PetscObjectQuery((PetscObject)pc->pmat,"_convert_nest_lfields",(PetscObject*)&c);CHKERRQ(ierr);
1692         if (c) {
1693           MatISLocalFields lf;
1694           ierr = PetscContainerGetPointer(c,(void**)&lf);CHKERRQ(ierr);
1695           ierr = PCBDDCSetDofsSplittingLocal(pc,lf->nr,lf->rf);CHKERRQ(ierr);
1696         } else { /* fallback, create the default fields if bs > 1 */
1697           PetscInt i, n = matis->A->rmap->n;
1698           ierr = MatGetBlockSize(pc->pmat,&i);CHKERRQ(ierr);
1699           if (i > 1) {
1700             pcbddc->n_ISForDofsLocal = i;
1701             ierr = PetscMalloc1(pcbddc->n_ISForDofsLocal,&pcbddc->ISForDofsLocal);CHKERRQ(ierr);
1702             for (i=0;i<pcbddc->n_ISForDofsLocal;i++) {
1703               ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),n/pcbddc->n_ISForDofsLocal,i,pcbddc->n_ISForDofsLocal,&pcbddc->ISForDofsLocal[i]);CHKERRQ(ierr);
1704             }
1705           }
1706         }
1707       }
1708     } else {
1709       PetscInt i;
1710       for (i=0;i<pcbddc->n_ISForDofsLocal;i++) {
1711         ierr = PCBDDCConsistencyCheckIS(pc,MPI_LAND,&pcbddc->ISForDofsLocal[i]);CHKERRQ(ierr);
1712       }
1713     }
1714   }
1715 
1716 boundary:
1717   if (!pcbddc->DirichletBoundariesLocal && pcbddc->DirichletBoundaries) {
1718     ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,pcbddc->DirichletBoundaries,&pcbddc->DirichletBoundariesLocal);CHKERRQ(ierr);
1719   } else if (pcbddc->DirichletBoundariesLocal) {
1720     ierr = PCBDDCConsistencyCheckIS(pc,MPI_LAND,&pcbddc->DirichletBoundariesLocal);CHKERRQ(ierr);
1721   }
1722   if (!pcbddc->NeumannBoundariesLocal && pcbddc->NeumannBoundaries) {
1723     ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,pcbddc->NeumannBoundaries,&pcbddc->NeumannBoundariesLocal);CHKERRQ(ierr);
1724   } else if (pcbddc->NeumannBoundariesLocal) {
1725     ierr = PCBDDCConsistencyCheckIS(pc,MPI_LOR,&pcbddc->NeumannBoundariesLocal);CHKERRQ(ierr);
1726   }
1727   if (!pcbddc->user_primal_vertices_local && pcbddc->user_primal_vertices) {
1728     ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,pcbddc->user_primal_vertices,&pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
1729   }
1730   ierr = VecDestroy(&global);CHKERRQ(ierr);
1731   ierr = VecDestroy(&local);CHKERRQ(ierr);
1732 
1733   PetscFunctionReturn(0);
1734 }
1735 
1736 PetscErrorCode PCBDDCConsistencyCheckIS(PC pc, MPI_Op mop, IS *is)
1737 {
1738   Mat_IS          *matis = (Mat_IS*)(pc->pmat->data);
1739   PetscErrorCode  ierr;
1740   IS              nis;
1741   const PetscInt  *idxs;
1742   PetscInt        i,nd,n = matis->A->rmap->n,*nidxs,nnd;
1743   PetscBool       *ld;
1744 
1745   PetscFunctionBegin;
1746   if (mop != MPI_LAND && mop != MPI_LOR) SETERRQ(PetscObjectComm((PetscObject)(pc)),PETSC_ERR_SUP,"Supported are MPI_LAND and MPI_LOR");
1747   ierr = MatISSetUpSF(pc->pmat);CHKERRQ(ierr);
1748   if (mop == MPI_LAND) {
1749     /* init rootdata with true */
1750     ld   = (PetscBool*) matis->sf_rootdata;
1751     for (i=0;i<pc->pmat->rmap->n;i++) ld[i] = PETSC_TRUE;
1752   } else {
1753     ierr = PetscMemzero(matis->sf_rootdata,pc->pmat->rmap->n*sizeof(PetscBool));CHKERRQ(ierr);
1754   }
1755   ierr = PetscMemzero(matis->sf_leafdata,n*sizeof(PetscBool));CHKERRQ(ierr);
1756   ierr = ISGetLocalSize(*is,&nd);CHKERRQ(ierr);
1757   ierr = ISGetIndices(*is,&idxs);CHKERRQ(ierr);
1758   ld   = (PetscBool*) matis->sf_leafdata;
1759   for (i=0;i<nd;i++)
1760     if (-1 < idxs[i] && idxs[i] < n)
1761       ld[idxs[i]] = PETSC_TRUE;
1762   ierr = ISRestoreIndices(*is,&idxs);CHKERRQ(ierr);
1763   ierr = PetscSFReduceBegin(matis->sf,MPIU_BOOL,matis->sf_leafdata,matis->sf_rootdata,mop);CHKERRQ(ierr);
1764   ierr = PetscSFReduceEnd(matis->sf,MPIU_BOOL,matis->sf_leafdata,matis->sf_rootdata,mop);CHKERRQ(ierr);
1765   ierr = PetscSFBcastBegin(matis->sf,MPIU_BOOL,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
1766   ierr = PetscSFBcastEnd(matis->sf,MPIU_BOOL,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
1767   if (mop == MPI_LAND) {
1768     ierr = PetscMalloc1(nd,&nidxs);CHKERRQ(ierr);
1769   } else {
1770     ierr = PetscMalloc1(n,&nidxs);CHKERRQ(ierr);
1771   }
1772   for (i=0,nnd=0;i<n;i++)
1773     if (ld[i])
1774       nidxs[nnd++] = i;
1775   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)(*is)),nnd,nidxs,PETSC_OWN_POINTER,&nis);CHKERRQ(ierr);
1776   ierr = ISDestroy(is);CHKERRQ(ierr);
1777   *is  = nis;
1778   PetscFunctionReturn(0);
1779 }
1780 
1781 PetscErrorCode PCBDDCBenignRemoveInterior(PC pc,Vec r,Vec z)
1782 {
1783   PC_IS             *pcis = (PC_IS*)(pc->data);
1784   PC_BDDC           *pcbddc = (PC_BDDC*)(pc->data);
1785   PetscErrorCode    ierr;
1786 
1787   PetscFunctionBegin;
1788   if (!pcbddc->benign_have_null) {
1789     PetscFunctionReturn(0);
1790   }
1791   if (pcbddc->ChangeOfBasisMatrix) {
1792     Vec swap;
1793 
1794     ierr = MatMultTranspose(pcbddc->ChangeOfBasisMatrix,r,pcbddc->work_change);CHKERRQ(ierr);
1795     swap = pcbddc->work_change;
1796     pcbddc->work_change = r;
1797     r = swap;
1798   }
1799   ierr = VecScatterBegin(pcis->global_to_D,r,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1800   ierr = VecScatterEnd(pcis->global_to_D,r,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1801   ierr = KSPSolve(pcbddc->ksp_D,pcis->vec1_D,pcis->vec2_D);CHKERRQ(ierr);
1802   ierr = VecSet(z,0.);CHKERRQ(ierr);
1803   ierr = VecScatterBegin(pcis->global_to_D,pcis->vec2_D,z,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1804   ierr = VecScatterEnd(pcis->global_to_D,pcis->vec2_D,z,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1805   if (pcbddc->ChangeOfBasisMatrix) {
1806     pcbddc->work_change = r;
1807     ierr = VecCopy(z,pcbddc->work_change);CHKERRQ(ierr);
1808     ierr = MatMult(pcbddc->ChangeOfBasisMatrix,pcbddc->work_change,z);CHKERRQ(ierr);
1809   }
1810   PetscFunctionReturn(0);
1811 }
1812 
1813 PetscErrorCode PCBDDCBenignMatMult_Private_Private(Mat A, Vec x, Vec y, PetscBool transpose)
1814 {
1815   PCBDDCBenignMatMult_ctx ctx;
1816   PetscErrorCode          ierr;
1817   PetscBool               apply_right,apply_left,reset_x;
1818 
1819   PetscFunctionBegin;
1820   ierr = MatShellGetContext(A,&ctx);CHKERRQ(ierr);
1821   if (transpose) {
1822     apply_right = ctx->apply_left;
1823     apply_left = ctx->apply_right;
1824   } else {
1825     apply_right = ctx->apply_right;
1826     apply_left = ctx->apply_left;
1827   }
1828   reset_x = PETSC_FALSE;
1829   if (apply_right) {
1830     const PetscScalar *ax;
1831     PetscInt          nl,i;
1832 
1833     ierr = VecGetLocalSize(x,&nl);CHKERRQ(ierr);
1834     ierr = VecGetArrayRead(x,&ax);CHKERRQ(ierr);
1835     ierr = PetscMemcpy(ctx->work,ax,nl*sizeof(PetscScalar));CHKERRQ(ierr);
1836     ierr = VecRestoreArrayRead(x,&ax);CHKERRQ(ierr);
1837     for (i=0;i<ctx->benign_n;i++) {
1838       PetscScalar    sum,val;
1839       const PetscInt *idxs;
1840       PetscInt       nz,j;
1841       ierr = ISGetLocalSize(ctx->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
1842       ierr = ISGetIndices(ctx->benign_zerodiag_subs[i],&idxs);CHKERRQ(ierr);
1843       sum = 0.;
1844       if (ctx->apply_p0) {
1845         val = ctx->work[idxs[nz-1]];
1846         for (j=0;j<nz-1;j++) {
1847           sum += ctx->work[idxs[j]];
1848           ctx->work[idxs[j]] += val;
1849         }
1850       } else {
1851         for (j=0;j<nz-1;j++) {
1852           sum += ctx->work[idxs[j]];
1853         }
1854       }
1855       ctx->work[idxs[nz-1]] -= sum;
1856       ierr = ISRestoreIndices(ctx->benign_zerodiag_subs[i],&idxs);CHKERRQ(ierr);
1857     }
1858     ierr = VecPlaceArray(x,ctx->work);CHKERRQ(ierr);
1859     reset_x = PETSC_TRUE;
1860   }
1861   if (transpose) {
1862     ierr = MatMultTranspose(ctx->A,x,y);CHKERRQ(ierr);
1863   } else {
1864     ierr = MatMult(ctx->A,x,y);CHKERRQ(ierr);
1865   }
1866   if (reset_x) {
1867     ierr = VecResetArray(x);CHKERRQ(ierr);
1868   }
1869   if (apply_left) {
1870     PetscScalar *ay;
1871     PetscInt    i;
1872 
1873     ierr = VecGetArray(y,&ay);CHKERRQ(ierr);
1874     for (i=0;i<ctx->benign_n;i++) {
1875       PetscScalar    sum,val;
1876       const PetscInt *idxs;
1877       PetscInt       nz,j;
1878       ierr = ISGetLocalSize(ctx->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
1879       ierr = ISGetIndices(ctx->benign_zerodiag_subs[i],&idxs);CHKERRQ(ierr);
1880       val = -ay[idxs[nz-1]];
1881       if (ctx->apply_p0) {
1882         sum = 0.;
1883         for (j=0;j<nz-1;j++) {
1884           sum += ay[idxs[j]];
1885           ay[idxs[j]] += val;
1886         }
1887         ay[idxs[nz-1]] += sum;
1888       } else {
1889         for (j=0;j<nz-1;j++) {
1890           ay[idxs[j]] += val;
1891         }
1892         ay[idxs[nz-1]] = 0.;
1893       }
1894       ierr = ISRestoreIndices(ctx->benign_zerodiag_subs[i],&idxs);CHKERRQ(ierr);
1895     }
1896     ierr = VecRestoreArray(y,&ay);CHKERRQ(ierr);
1897   }
1898   PetscFunctionReturn(0);
1899 }
1900 
1901 PetscErrorCode PCBDDCBenignMatMultTranspose_Private(Mat A, Vec x, Vec y)
1902 {
1903   PetscErrorCode ierr;
1904 
1905   PetscFunctionBegin;
1906   ierr = PCBDDCBenignMatMult_Private_Private(A,x,y,PETSC_TRUE);CHKERRQ(ierr);
1907   PetscFunctionReturn(0);
1908 }
1909 
1910 PetscErrorCode PCBDDCBenignMatMult_Private(Mat A, Vec x, Vec y)
1911 {
1912   PetscErrorCode ierr;
1913 
1914   PetscFunctionBegin;
1915   ierr = PCBDDCBenignMatMult_Private_Private(A,x,y,PETSC_FALSE);CHKERRQ(ierr);
1916   PetscFunctionReturn(0);
1917 }
1918 
1919 PetscErrorCode PCBDDCBenignShellMat(PC pc, PetscBool restore)
1920 {
1921   PC_IS                   *pcis = (PC_IS*)pc->data;
1922   PC_BDDC                 *pcbddc = (PC_BDDC*)pc->data;
1923   PCBDDCBenignMatMult_ctx ctx;
1924   PetscErrorCode          ierr;
1925 
1926   PetscFunctionBegin;
1927   if (!restore) {
1928     Mat                A_IB,A_BI;
1929     PetscScalar        *work;
1930     PCBDDCReuseSolvers reuse = pcbddc->sub_schurs ? pcbddc->sub_schurs->reuse_solver : NULL;
1931 
1932     if (pcbddc->benign_original_mat) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Benign original mat has not been restored");
1933     if (!pcbddc->benign_change || !pcbddc->benign_n || pcbddc->benign_change_explicit) PetscFunctionReturn(0);
1934     ierr = PetscMalloc1(pcis->n,&work);CHKERRQ(ierr);
1935     ierr = MatCreate(PETSC_COMM_SELF,&A_IB);CHKERRQ(ierr);
1936     ierr = MatSetSizes(A_IB,pcis->n-pcis->n_B,pcis->n_B,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
1937     ierr = MatSetType(A_IB,MATSHELL);CHKERRQ(ierr);
1938     ierr = MatShellSetOperation(A_IB,MATOP_MULT,(void (*)(void))PCBDDCBenignMatMult_Private);CHKERRQ(ierr);
1939     ierr = MatShellSetOperation(A_IB,MATOP_MULT_TRANSPOSE,(void (*)(void))PCBDDCBenignMatMultTranspose_Private);CHKERRQ(ierr);
1940     ierr = PetscNew(&ctx);CHKERRQ(ierr);
1941     ierr = MatShellSetContext(A_IB,ctx);CHKERRQ(ierr);
1942     ctx->apply_left = PETSC_TRUE;
1943     ctx->apply_right = PETSC_FALSE;
1944     ctx->apply_p0 = PETSC_FALSE;
1945     ctx->benign_n = pcbddc->benign_n;
1946     if (reuse) {
1947       ctx->benign_zerodiag_subs = reuse->benign_zerodiag_subs;
1948       ctx->free = PETSC_FALSE;
1949     } else { /* TODO: could be optimized for successive solves */
1950       ISLocalToGlobalMapping N_to_D;
1951       PetscInt               i;
1952 
1953       ierr = ISLocalToGlobalMappingCreateIS(pcis->is_I_local,&N_to_D);CHKERRQ(ierr);
1954       ierr = PetscMalloc1(pcbddc->benign_n,&ctx->benign_zerodiag_subs);CHKERRQ(ierr);
1955       for (i=0;i<pcbddc->benign_n;i++) {
1956         ierr = ISGlobalToLocalMappingApplyIS(N_to_D,IS_GTOLM_DROP,pcbddc->benign_zerodiag_subs[i],&ctx->benign_zerodiag_subs[i]);CHKERRQ(ierr);
1957       }
1958       ierr = ISLocalToGlobalMappingDestroy(&N_to_D);CHKERRQ(ierr);
1959       ctx->free = PETSC_TRUE;
1960     }
1961     ctx->A = pcis->A_IB;
1962     ctx->work = work;
1963     ierr = MatSetUp(A_IB);CHKERRQ(ierr);
1964     ierr = MatAssemblyBegin(A_IB,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
1965     ierr = MatAssemblyEnd(A_IB,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
1966     pcis->A_IB = A_IB;
1967 
1968     /* A_BI as A_IB^T */
1969     ierr = MatCreateTranspose(A_IB,&A_BI);CHKERRQ(ierr);
1970     pcbddc->benign_original_mat = pcis->A_BI;
1971     pcis->A_BI = A_BI;
1972   } else {
1973     if (!pcbddc->benign_original_mat) {
1974       PetscFunctionReturn(0);
1975     }
1976     ierr = MatShellGetContext(pcis->A_IB,&ctx);CHKERRQ(ierr);
1977     ierr = MatDestroy(&pcis->A_IB);CHKERRQ(ierr);
1978     pcis->A_IB = ctx->A;
1979     ctx->A = NULL;
1980     ierr = MatDestroy(&pcis->A_BI);CHKERRQ(ierr);
1981     pcis->A_BI = pcbddc->benign_original_mat;
1982     pcbddc->benign_original_mat = NULL;
1983     if (ctx->free) {
1984       PetscInt i;
1985       for (i=0;i<ctx->benign_n;i++) {
1986         ierr = ISDestroy(&ctx->benign_zerodiag_subs[i]);CHKERRQ(ierr);
1987       }
1988       ierr = PetscFree(ctx->benign_zerodiag_subs);CHKERRQ(ierr);
1989     }
1990     ierr = PetscFree(ctx->work);CHKERRQ(ierr);
1991     ierr = PetscFree(ctx);CHKERRQ(ierr);
1992   }
1993   PetscFunctionReturn(0);
1994 }
1995 
1996 /* used just in bddc debug mode */
1997 PetscErrorCode PCBDDCBenignProject(PC pc, IS is1, IS is2, Mat *B)
1998 {
1999   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
2000   Mat_IS         *matis = (Mat_IS*)pc->pmat->data;
2001   Mat            An;
2002   PetscErrorCode ierr;
2003 
2004   PetscFunctionBegin;
2005   ierr = MatPtAP(matis->A,pcbddc->benign_change,MAT_INITIAL_MATRIX,2.0,&An);CHKERRQ(ierr);
2006   ierr = MatZeroRowsColumns(An,pcbddc->benign_n,pcbddc->benign_p0_lidx,1.0,NULL,NULL);CHKERRQ(ierr);
2007   if (is1) {
2008     ierr = MatCreateSubMatrix(An,is1,is2,MAT_INITIAL_MATRIX,B);CHKERRQ(ierr);
2009     ierr = MatDestroy(&An);CHKERRQ(ierr);
2010   } else {
2011     *B = An;
2012   }
2013   PetscFunctionReturn(0);
2014 }
2015 
2016 /* TODO: add reuse flag */
2017 PetscErrorCode MatSeqAIJCompress(Mat A, Mat *B)
2018 {
2019   Mat            Bt;
2020   PetscScalar    *a,*bdata;
2021   const PetscInt *ii,*ij;
2022   PetscInt       m,n,i,nnz,*bii,*bij;
2023   PetscBool      flg_row;
2024   PetscErrorCode ierr;
2025 
2026   PetscFunctionBegin;
2027   ierr = MatGetSize(A,&n,&m);CHKERRQ(ierr);
2028   ierr = MatGetRowIJ(A,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&ij,&flg_row);CHKERRQ(ierr);
2029   ierr = MatSeqAIJGetArray(A,&a);CHKERRQ(ierr);
2030   nnz = n;
2031   for (i=0;i<ii[n];i++) {
2032     if (PetscLikely(PetscAbsScalar(a[i]) > PETSC_SMALL)) nnz++;
2033   }
2034   ierr = PetscMalloc1(n+1,&bii);CHKERRQ(ierr);
2035   ierr = PetscMalloc1(nnz,&bij);CHKERRQ(ierr);
2036   ierr = PetscMalloc1(nnz,&bdata);CHKERRQ(ierr);
2037   nnz = 0;
2038   bii[0] = 0;
2039   for (i=0;i<n;i++) {
2040     PetscInt j;
2041     for (j=ii[i];j<ii[i+1];j++) {
2042       PetscScalar entry = a[j];
2043       if (PetscLikely(PetscAbsScalar(entry) > PETSC_SMALL) || ij[j] == i) {
2044         bij[nnz] = ij[j];
2045         bdata[nnz] = entry;
2046         nnz++;
2047       }
2048     }
2049     bii[i+1] = nnz;
2050   }
2051   ierr = MatSeqAIJRestoreArray(A,&a);CHKERRQ(ierr);
2052   ierr = MatCreateSeqAIJWithArrays(PetscObjectComm((PetscObject)A),n,m,bii,bij,bdata,&Bt);CHKERRQ(ierr);
2053   ierr = MatRestoreRowIJ(A,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&ij,&flg_row);CHKERRQ(ierr);
2054   {
2055     Mat_SeqAIJ *b = (Mat_SeqAIJ*)(Bt->data);
2056     b->free_a = PETSC_TRUE;
2057     b->free_ij = PETSC_TRUE;
2058   }
2059   *B = Bt;
2060   PetscFunctionReturn(0);
2061 }
2062 
2063 PetscErrorCode PCBDDCDetectDisconnectedComponents(PC pc, PetscInt *ncc, IS* cc[], IS* primalv)
2064 {
2065   Mat                    B = NULL;
2066   DM                     dm;
2067   IS                     is_dummy,*cc_n;
2068   ISLocalToGlobalMapping l2gmap_dummy;
2069   PCBDDCGraph            graph;
2070   PetscInt               *xadj_filtered = NULL,*adjncy_filtered = NULL;
2071   PetscInt               i,n;
2072   PetscInt               *xadj,*adjncy;
2073   PetscBool              isplex = PETSC_FALSE;
2074   PetscErrorCode         ierr;
2075 
2076   PetscFunctionBegin;
2077   if (ncc) *ncc = 0;
2078   if (cc) *cc = NULL;
2079   if (primalv) *primalv = NULL;
2080   ierr = PCBDDCGraphCreate(&graph);CHKERRQ(ierr);
2081   ierr = PCGetDM(pc,&dm);CHKERRQ(ierr);
2082   if (!dm) {
2083     ierr = MatGetDM(pc->pmat,&dm);CHKERRQ(ierr);
2084   }
2085   if (dm) {
2086     ierr = PetscObjectTypeCompare((PetscObject)dm,DMPLEX,&isplex);CHKERRQ(ierr);
2087   }
2088   if (isplex) { /* this code has been modified from plexpartition.c */
2089     PetscInt       p, pStart, pEnd, a, adjSize, idx, size, nroots;
2090     PetscInt      *adj = NULL;
2091     IS             cellNumbering;
2092     const PetscInt *cellNum;
2093     PetscBool      useCone, useClosure;
2094     PetscSection   section;
2095     PetscSegBuffer adjBuffer;
2096     PetscSF        sfPoint;
2097     PetscErrorCode ierr;
2098 
2099     PetscFunctionBegin;
2100     ierr = DMPlexGetHeightStratum(dm, 0, &pStart, &pEnd);CHKERRQ(ierr);
2101     ierr = DMGetPointSF(dm, &sfPoint);CHKERRQ(ierr);
2102     ierr = PetscSFGetGraph(sfPoint, &nroots, NULL, NULL, NULL);CHKERRQ(ierr);
2103     /* Build adjacency graph via a section/segbuffer */
2104     ierr = PetscSectionCreate(PetscObjectComm((PetscObject) dm), &section);CHKERRQ(ierr);
2105     ierr = PetscSectionSetChart(section, pStart, pEnd);CHKERRQ(ierr);
2106     ierr = PetscSegBufferCreate(sizeof(PetscInt),1000,&adjBuffer);CHKERRQ(ierr);
2107     /* Always use FVM adjacency to create partitioner graph */
2108     ierr = DMPlexGetAdjacencyUseCone(dm, &useCone);CHKERRQ(ierr);
2109     ierr = DMPlexGetAdjacencyUseClosure(dm, &useClosure);CHKERRQ(ierr);
2110     ierr = DMPlexSetAdjacencyUseCone(dm, PETSC_TRUE);CHKERRQ(ierr);
2111     ierr = DMPlexSetAdjacencyUseClosure(dm, PETSC_FALSE);CHKERRQ(ierr);
2112     ierr = DMPlexGetCellNumbering(dm, &cellNumbering);CHKERRQ(ierr);
2113     ierr = ISGetIndices(cellNumbering, &cellNum);CHKERRQ(ierr);
2114     for (n = 0, p = pStart; p < pEnd; p++) {
2115       /* Skip non-owned cells in parallel (ParMetis expects no overlap) */
2116       if (nroots > 0) {if (cellNum[p] < 0) continue;}
2117       adjSize = PETSC_DETERMINE;
2118       ierr = DMPlexGetAdjacency(dm, p, &adjSize, &adj);CHKERRQ(ierr);
2119       for (a = 0; a < adjSize; ++a) {
2120         const PetscInt point = adj[a];
2121         if (pStart <= point && point < pEnd) {
2122           PetscInt *PETSC_RESTRICT pBuf;
2123           ierr = PetscSectionAddDof(section, p, 1);CHKERRQ(ierr);
2124           ierr = PetscSegBufferGetInts(adjBuffer, 1, &pBuf);CHKERRQ(ierr);
2125           *pBuf = point;
2126         }
2127       }
2128       n++;
2129     }
2130     ierr = DMPlexSetAdjacencyUseCone(dm, useCone);CHKERRQ(ierr);
2131     ierr = DMPlexSetAdjacencyUseClosure(dm, useClosure);CHKERRQ(ierr);
2132     /* Derive CSR graph from section/segbuffer */
2133     ierr = PetscSectionSetUp(section);CHKERRQ(ierr);
2134     ierr = PetscSectionGetStorageSize(section, &size);CHKERRQ(ierr);
2135     ierr = PetscMalloc1(n+1, &xadj);CHKERRQ(ierr);
2136     for (idx = 0, p = pStart; p < pEnd; p++) {
2137       if (nroots > 0) {if (cellNum[p] < 0) continue;}
2138       ierr = PetscSectionGetOffset(section, p, &(xadj[idx++]));CHKERRQ(ierr);
2139     }
2140     xadj[n] = size;
2141     ierr = PetscSegBufferExtractAlloc(adjBuffer, &adjncy);CHKERRQ(ierr);
2142     /* Clean up */
2143     ierr = PetscSegBufferDestroy(&adjBuffer);CHKERRQ(ierr);
2144     ierr = PetscSectionDestroy(&section);CHKERRQ(ierr);
2145     ierr = PetscFree(adj);CHKERRQ(ierr);
2146     graph->xadj = xadj;
2147     graph->adjncy = adjncy;
2148   } else {
2149     Mat       A;
2150     PetscBool filter = PETSC_FALSE, isseqaij, flg_row;
2151 
2152     ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2153     if (!A->rmap->N || !A->cmap->N) {
2154       ierr = PCBDDCGraphDestroy(&graph);CHKERRQ(ierr);
2155       PetscFunctionReturn(0);
2156     }
2157     ierr = PetscObjectTypeCompare((PetscObject)A,MATSEQAIJ,&isseqaij);CHKERRQ(ierr);
2158     if (!isseqaij && filter) {
2159       PetscBool isseqdense;
2160 
2161       ierr = PetscObjectTypeCompare((PetscObject)A,MATSEQDENSE,&isseqdense);CHKERRQ(ierr);
2162       if (!isseqdense) {
2163         ierr = MatConvert(A,MATSEQAIJ,MAT_INITIAL_MATRIX,&B);CHKERRQ(ierr);
2164       } else { /* TODO: rectangular case and LDA */
2165         PetscScalar *array;
2166         PetscReal   chop=1.e-6;
2167 
2168         ierr = MatDuplicate(A,MAT_COPY_VALUES,&B);CHKERRQ(ierr);
2169         ierr = MatDenseGetArray(B,&array);CHKERRQ(ierr);
2170         ierr = MatGetSize(B,&n,NULL);CHKERRQ(ierr);
2171         for (i=0;i<n;i++) {
2172           PetscInt j;
2173           for (j=i+1;j<n;j++) {
2174             PetscReal thresh = chop*(PetscAbsScalar(array[i*(n+1)])+PetscAbsScalar(array[j*(n+1)]));
2175             if (PetscAbsScalar(array[i*n+j]) < thresh) array[i*n+j] = 0.;
2176             if (PetscAbsScalar(array[j*n+i]) < thresh) array[j*n+i] = 0.;
2177           }
2178         }
2179         ierr = MatDenseRestoreArray(B,&array);CHKERRQ(ierr);
2180         ierr = MatConvert(B,MATSEQAIJ,MAT_INPLACE_MATRIX,&B);CHKERRQ(ierr);
2181       }
2182     } else {
2183       ierr = PetscObjectReference((PetscObject)A);CHKERRQ(ierr);
2184       B = A;
2185     }
2186     ierr = MatGetRowIJ(B,0,PETSC_TRUE,PETSC_FALSE,&n,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
2187 
2188     /* if filter is true, then removes entries lower than PETSC_SMALL in magnitude */
2189     if (filter) {
2190       PetscScalar *data;
2191       PetscInt    j,cum;
2192 
2193       ierr = PetscCalloc2(n+1,&xadj_filtered,xadj[n],&adjncy_filtered);CHKERRQ(ierr);
2194       ierr = MatSeqAIJGetArray(B,&data);CHKERRQ(ierr);
2195       cum = 0;
2196       for (i=0;i<n;i++) {
2197         PetscInt t;
2198 
2199         for (j=xadj[i];j<xadj[i+1];j++) {
2200           if (PetscUnlikely(PetscAbsScalar(data[j]) < PETSC_SMALL)) {
2201             continue;
2202           }
2203           adjncy_filtered[cum+xadj_filtered[i]++] = adjncy[j];
2204         }
2205         t = xadj_filtered[i];
2206         xadj_filtered[i] = cum;
2207         cum += t;
2208       }
2209       ierr = MatSeqAIJRestoreArray(B,&data);CHKERRQ(ierr);
2210       graph->xadj = xadj_filtered;
2211       graph->adjncy = adjncy_filtered;
2212     } else {
2213       graph->xadj = xadj;
2214       graph->adjncy = adjncy;
2215     }
2216   }
2217   /* compute local connected components using PCBDDCGraph */
2218   ierr = ISCreateStride(PETSC_COMM_SELF,n,0,1,&is_dummy);CHKERRQ(ierr);
2219   ierr = ISLocalToGlobalMappingCreateIS(is_dummy,&l2gmap_dummy);CHKERRQ(ierr);
2220   ierr = ISDestroy(&is_dummy);CHKERRQ(ierr);
2221   ierr = PCBDDCGraphInit(graph,l2gmap_dummy,n,PETSC_MAX_INT);CHKERRQ(ierr);
2222   ierr = ISLocalToGlobalMappingDestroy(&l2gmap_dummy);CHKERRQ(ierr);
2223   ierr = PCBDDCGraphSetUp(graph,1,NULL,NULL,0,NULL,NULL);CHKERRQ(ierr);
2224   ierr = PCBDDCGraphComputeConnectedComponents(graph);CHKERRQ(ierr);
2225 
2226   /* partial clean up */
2227   ierr = PetscFree2(xadj_filtered,adjncy_filtered);CHKERRQ(ierr);
2228   if (B) {
2229     PetscBool flg_row;
2230     ierr = MatRestoreRowIJ(B,0,PETSC_TRUE,PETSC_FALSE,&n,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
2231     ierr = MatDestroy(&B);CHKERRQ(ierr);
2232   }
2233   if (isplex) {
2234     ierr = PetscFree(xadj);CHKERRQ(ierr);
2235     ierr = PetscFree(adjncy);CHKERRQ(ierr);
2236   }
2237 
2238   /* get back data */
2239   if (isplex) {
2240     if (ncc) *ncc = graph->ncc;
2241     if (cc || primalv) {
2242       Mat          A;
2243       PetscBT      btv,btvt;
2244       PetscSection subSection;
2245       PetscInt     *ids,cum,cump,*cids,*pids;
2246 
2247       ierr = DMPlexGetSubdomainSection(dm,&subSection);CHKERRQ(ierr);
2248       ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2249       ierr = PetscMalloc3(A->rmap->n,&ids,graph->ncc+1,&cids,A->rmap->n,&pids);CHKERRQ(ierr);
2250       ierr = PetscBTCreate(A->rmap->n,&btv);CHKERRQ(ierr);
2251       ierr = PetscBTCreate(A->rmap->n,&btvt);CHKERRQ(ierr);
2252 
2253       cids[0] = 0;
2254       for (i = 0, cump = 0, cum = 0; i < graph->ncc; i++) {
2255         PetscInt j;
2256 
2257         ierr = PetscBTMemzero(A->rmap->n,btvt);CHKERRQ(ierr);
2258         for (j = graph->cptr[i]; j < graph->cptr[i+1]; j++) {
2259           PetscInt k, size, *closure = NULL, cell = graph->queue[j];
2260 
2261           ierr = DMPlexGetTransitiveClosure(dm,cell,PETSC_TRUE,&size,&closure);CHKERRQ(ierr);
2262           for (k = 0; k < 2*size; k += 2) {
2263             PetscInt s, p = closure[k], off, dof, cdof;
2264 
2265             ierr = PetscSectionGetConstraintDof(subSection, p, &cdof);CHKERRQ(ierr);
2266             ierr = PetscSectionGetOffset(subSection,p,&off);CHKERRQ(ierr);
2267             ierr = PetscSectionGetDof(subSection,p,&dof);CHKERRQ(ierr);
2268             for (s = 0; s < dof-cdof; s++) {
2269               if (PetscBTLookupSet(btvt,off+s)) continue;
2270               if (!PetscBTLookup(btv,off+s)) {
2271                 ids[cum++] = off+s;
2272               } else { /* cross-vertex */
2273                 pids[cump++] = off+s;
2274               }
2275             }
2276           }
2277           ierr = DMPlexRestoreTransitiveClosure(dm,cell,PETSC_TRUE,&size,&closure);CHKERRQ(ierr);
2278         }
2279         cids[i+1] = cum;
2280         /* mark dofs as already assigned */
2281         for (j = cids[i]; j < cids[i+1]; j++) {
2282           ierr = PetscBTSet(btv,ids[j]);CHKERRQ(ierr);
2283         }
2284       }
2285       if (cc) {
2286         ierr = PetscMalloc1(graph->ncc,&cc_n);CHKERRQ(ierr);
2287         for (i = 0; i < graph->ncc; i++) {
2288           ierr = ISCreateGeneral(PETSC_COMM_SELF,cids[i+1]-cids[i],ids+cids[i],PETSC_COPY_VALUES,&cc_n[i]);CHKERRQ(ierr);
2289         }
2290         *cc = cc_n;
2291       }
2292       if (primalv) {
2293         ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),cump,pids,PETSC_COPY_VALUES,primalv);CHKERRQ(ierr);
2294       }
2295       ierr = PetscFree3(ids,cids,pids);CHKERRQ(ierr);
2296       ierr = PetscBTDestroy(&btv);CHKERRQ(ierr);
2297       ierr = PetscBTDestroy(&btvt);CHKERRQ(ierr);
2298     }
2299   } else {
2300     if (ncc) *ncc = graph->ncc;
2301     if (cc) {
2302       ierr = PetscMalloc1(graph->ncc,&cc_n);CHKERRQ(ierr);
2303       for (i=0;i<graph->ncc;i++) {
2304         ierr = ISCreateGeneral(PETSC_COMM_SELF,graph->cptr[i+1]-graph->cptr[i],graph->queue+graph->cptr[i],PETSC_COPY_VALUES,&cc_n[i]);CHKERRQ(ierr);
2305       }
2306       *cc = cc_n;
2307     }
2308   }
2309   /* clean up graph */
2310   graph->xadj = 0;
2311   graph->adjncy = 0;
2312   ierr = PCBDDCGraphDestroy(&graph);CHKERRQ(ierr);
2313   PetscFunctionReturn(0);
2314 }
2315 
2316 PetscErrorCode PCBDDCBenignCheck(PC pc, IS zerodiag)
2317 {
2318   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
2319   PC_IS*         pcis = (PC_IS*)(pc->data);
2320   IS             dirIS = NULL;
2321   PetscInt       i;
2322   PetscErrorCode ierr;
2323 
2324   PetscFunctionBegin;
2325   ierr = PCBDDCGraphGetDirichletDofs(pcbddc->mat_graph,&dirIS);CHKERRQ(ierr);
2326   if (zerodiag) {
2327     Mat            A;
2328     Vec            vec3_N;
2329     PetscScalar    *vals;
2330     const PetscInt *idxs;
2331     PetscInt       nz,*count;
2332 
2333     /* p0 */
2334     ierr = VecSet(pcis->vec1_N,0.);CHKERRQ(ierr);
2335     ierr = PetscMalloc1(pcis->n,&vals);CHKERRQ(ierr);
2336     ierr = ISGetLocalSize(zerodiag,&nz);CHKERRQ(ierr);
2337     ierr = ISGetIndices(zerodiag,&idxs);CHKERRQ(ierr);
2338     for (i=0;i<nz;i++) vals[i] = 1.;
2339     ierr = VecSetValues(pcis->vec1_N,nz,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2340     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
2341     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
2342     /* v_I */
2343     ierr = VecSetRandom(pcis->vec2_N,NULL);CHKERRQ(ierr);
2344     for (i=0;i<nz;i++) vals[i] = 0.;
2345     ierr = VecSetValues(pcis->vec2_N,nz,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2346     ierr = ISRestoreIndices(zerodiag,&idxs);CHKERRQ(ierr);
2347     ierr = ISGetIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2348     for (i=0;i<pcis->n_B;i++) vals[i] = 0.;
2349     ierr = VecSetValues(pcis->vec2_N,pcis->n_B,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2350     ierr = ISRestoreIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2351     if (dirIS) {
2352       PetscInt n;
2353 
2354       ierr = ISGetLocalSize(dirIS,&n);CHKERRQ(ierr);
2355       ierr = ISGetIndices(dirIS,&idxs);CHKERRQ(ierr);
2356       for (i=0;i<n;i++) vals[i] = 0.;
2357       ierr = VecSetValues(pcis->vec2_N,n,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2358       ierr = ISRestoreIndices(dirIS,&idxs);CHKERRQ(ierr);
2359     }
2360     ierr = VecAssemblyBegin(pcis->vec2_N);CHKERRQ(ierr);
2361     ierr = VecAssemblyEnd(pcis->vec2_N);CHKERRQ(ierr);
2362     ierr = VecDuplicate(pcis->vec1_N,&vec3_N);CHKERRQ(ierr);
2363     ierr = VecSet(vec3_N,0.);CHKERRQ(ierr);
2364     ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2365     ierr = MatMult(A,pcis->vec1_N,vec3_N);CHKERRQ(ierr);
2366     ierr = VecDot(vec3_N,pcis->vec2_N,&vals[0]);CHKERRQ(ierr);
2367     if (PetscAbsScalar(vals[0]) > 1.e-1) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_SUP,"Benign trick can not be applied! b(v_I,p_0) = %1.6e (should be numerically 0.)",PetscAbsScalar(vals[0]));
2368     ierr = PetscFree(vals);CHKERRQ(ierr);
2369     ierr = VecDestroy(&vec3_N);CHKERRQ(ierr);
2370 
2371     /* there should not be any pressure dofs lying on the interface */
2372     ierr = PetscCalloc1(pcis->n,&count);CHKERRQ(ierr);
2373     ierr = ISGetIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2374     for (i=0;i<pcis->n_B;i++) count[idxs[i]]++;
2375     ierr = ISRestoreIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2376     ierr = ISGetIndices(zerodiag,&idxs);CHKERRQ(ierr);
2377     for (i=0;i<nz;i++) if (count[idxs[i]]) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_SUP,"Benign trick can not be applied! pressure dof %d is an interface dof",idxs[i]);
2378     ierr = ISRestoreIndices(zerodiag,&idxs);CHKERRQ(ierr);
2379     ierr = PetscFree(count);CHKERRQ(ierr);
2380   }
2381   ierr = ISDestroy(&dirIS);CHKERRQ(ierr);
2382 
2383   /* check PCBDDCBenignGetOrSetP0 */
2384   ierr = VecSetRandom(pcis->vec1_global,NULL);CHKERRQ(ierr);
2385   for (i=0;i<pcbddc->benign_n;i++) pcbddc->benign_p0[i] = -PetscGlobalRank-i;
2386   ierr = PCBDDCBenignGetOrSetP0(pc,pcis->vec1_global,PETSC_FALSE);CHKERRQ(ierr);
2387   for (i=0;i<pcbddc->benign_n;i++) pcbddc->benign_p0[i] = 1;
2388   ierr = PCBDDCBenignGetOrSetP0(pc,pcis->vec1_global,PETSC_TRUE);CHKERRQ(ierr);
2389   for (i=0;i<pcbddc->benign_n;i++) {
2390     PetscInt val = PetscRealPart(pcbddc->benign_p0[i]);
2391     if (val != -PetscGlobalRank-i) SETERRQ3(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error testing PCBDDCBenignGetOrSetP0! Found %g at %d instead of %g\n",PetscRealPart(pcbddc->benign_p0[i]),i,-PetscGlobalRank-i);
2392   }
2393   PetscFunctionReturn(0);
2394 }
2395 
2396 PetscErrorCode PCBDDCBenignDetectSaddlePoint(PC pc, IS *zerodiaglocal)
2397 {
2398   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
2399   IS             pressures,zerodiag,zerodiag_save,*zerodiag_subs;
2400   PetscInt       nz,n;
2401   PetscInt       *interior_dofs,n_interior_dofs,nneu;
2402   PetscBool      sorted,have_null,has_null_pressures,recompute_zerodiag,checkb;
2403   PetscErrorCode ierr;
2404 
2405   PetscFunctionBegin;
2406   ierr = PetscSFDestroy(&pcbddc->benign_sf);CHKERRQ(ierr);
2407   ierr = MatDestroy(&pcbddc->benign_B0);CHKERRQ(ierr);
2408   for (n=0;n<pcbddc->benign_n;n++) {
2409     ierr = ISDestroy(&pcbddc->benign_zerodiag_subs[n]);CHKERRQ(ierr);
2410   }
2411   ierr = PetscFree(pcbddc->benign_zerodiag_subs);CHKERRQ(ierr);
2412   pcbddc->benign_n = 0;
2413 
2414   /* if a local info on dofs is present, uses the last field for "pressures" (or fid by command line)
2415      otherwise, it uses only zerodiagonal dofs (ok if the pressure block is all zero; it could fail if it is not)
2416      Checks if all the pressure dofs in each subdomain have a zero diagonal
2417      If not, a change of basis on pressures is not needed
2418      since the local Schur complements are already SPD
2419   */
2420   has_null_pressures = PETSC_TRUE;
2421   have_null = PETSC_TRUE;
2422   if (pcbddc->n_ISForDofsLocal) {
2423     IS       iP = NULL;
2424     PetscInt npl,*idxs,p = pcbddc->n_ISForDofsLocal-1;
2425 
2426     ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)pc),((PetscObject)pc)->prefix,"BDDC benign options","PC");CHKERRQ(ierr);
2427     ierr = PetscOptionsInt("-pc_bddc_pressure_field","Field id for pressures",NULL,p,&p,NULL);CHKERRQ(ierr);
2428     ierr = PetscOptionsEnd();CHKERRQ(ierr);
2429     if (p < 0 || p > pcbddc->n_ISForDofsLocal-1) SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_USER,"Invalid field id for pressures %D",p);
2430     /* Dofs splitting for BDDC cannot have PETSC_COMM_SELF, so create a sequential IS */
2431     ierr = ISGetLocalSize(pcbddc->ISForDofsLocal[p],&npl);CHKERRQ(ierr);
2432     ierr = ISGetIndices(pcbddc->ISForDofsLocal[p],(const PetscInt**)&idxs);CHKERRQ(ierr);
2433     ierr = ISCreateGeneral(PETSC_COMM_SELF,npl,idxs,PETSC_COPY_VALUES,&pressures);CHKERRQ(ierr);
2434     ierr = ISRestoreIndices(pcbddc->ISForDofsLocal[p],(const PetscInt**)&idxs);CHKERRQ(ierr);
2435     /* remove zeroed out pressures if we are setting up a BDDC solver for a saddle-point FETI-DP */
2436     ierr = PetscObjectQuery((PetscObject)pc,"__KSPFETIDP_lP",(PetscObject*)&iP);CHKERRQ(ierr);
2437     if (iP) {
2438       IS newpressures;
2439 
2440       ierr = ISDifference(pressures,iP,&newpressures);CHKERRQ(ierr);
2441       ierr = ISDestroy(&pressures);CHKERRQ(ierr);
2442       pressures = newpressures;
2443     }
2444     ierr = ISSorted(pressures,&sorted);CHKERRQ(ierr);
2445     if (!sorted) {
2446       ierr = ISSort(pressures);CHKERRQ(ierr);
2447     }
2448   } else {
2449     pressures = NULL;
2450   }
2451   /* pcis has not been setup yet, so get the local size from the subdomain matrix */
2452   ierr = MatGetLocalSize(pcbddc->local_mat,&n,NULL);CHKERRQ(ierr);
2453   if (!n) pcbddc->benign_change_explicit = PETSC_TRUE;
2454   ierr = MatFindZeroDiagonals(pcbddc->local_mat,&zerodiag);CHKERRQ(ierr);
2455   ierr = ISSorted(zerodiag,&sorted);CHKERRQ(ierr);
2456   if (!sorted) {
2457     ierr = ISSort(zerodiag);CHKERRQ(ierr);
2458   }
2459   ierr = PetscObjectReference((PetscObject)zerodiag);CHKERRQ(ierr);
2460   zerodiag_save = zerodiag;
2461   ierr = ISGetLocalSize(zerodiag,&nz);CHKERRQ(ierr);
2462   if (!nz) {
2463     if (n) have_null = PETSC_FALSE;
2464     has_null_pressures = PETSC_FALSE;
2465     ierr = ISDestroy(&zerodiag);CHKERRQ(ierr);
2466   }
2467   recompute_zerodiag = PETSC_FALSE;
2468   /* in case disconnected subdomains info is present, split the pressures accordingly (otherwise the benign trick could fail) */
2469   zerodiag_subs    = NULL;
2470   pcbddc->benign_n = 0;
2471   n_interior_dofs  = 0;
2472   interior_dofs    = NULL;
2473   nneu             = 0;
2474   if (pcbddc->NeumannBoundariesLocal) {
2475     ierr = ISGetLocalSize(pcbddc->NeumannBoundariesLocal,&nneu);CHKERRQ(ierr);
2476   }
2477   checkb = (PetscBool)(!pcbddc->NeumannBoundariesLocal || pcbddc->current_level);
2478   if (checkb) { /* need to compute interior nodes */
2479     PetscInt n,i,j;
2480     PetscInt n_neigh,*neigh,*n_shared,**shared;
2481     PetscInt *iwork;
2482 
2483     ierr = ISLocalToGlobalMappingGetSize(pc->pmat->rmap->mapping,&n);CHKERRQ(ierr);
2484     ierr = ISLocalToGlobalMappingGetInfo(pc->pmat->rmap->mapping,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
2485     ierr = PetscCalloc1(n,&iwork);CHKERRQ(ierr);
2486     ierr = PetscMalloc1(n,&interior_dofs);CHKERRQ(ierr);
2487     for (i=1;i<n_neigh;i++)
2488       for (j=0;j<n_shared[i];j++)
2489           iwork[shared[i][j]] += 1;
2490     for (i=0;i<n;i++)
2491       if (!iwork[i])
2492         interior_dofs[n_interior_dofs++] = i;
2493     ierr = PetscFree(iwork);CHKERRQ(ierr);
2494     ierr = ISLocalToGlobalMappingRestoreInfo(pc->pmat->rmap->mapping,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
2495   }
2496   if (has_null_pressures) {
2497     IS             *subs;
2498     PetscInt       nsubs,i,j,nl;
2499     const PetscInt *idxs;
2500     PetscScalar    *array;
2501     Vec            *work;
2502     Mat_IS*        matis = (Mat_IS*)(pc->pmat->data);
2503 
2504     subs  = pcbddc->local_subs;
2505     nsubs = pcbddc->n_local_subs;
2506     /* these vectors are needed to check if the constant on pressures is in the kernel of the local operator B (i.e. B(v_I,p0) should be zero) */
2507     if (checkb) {
2508       ierr = VecDuplicateVecs(matis->y,2,&work);CHKERRQ(ierr);
2509       ierr = ISGetLocalSize(zerodiag,&nl);CHKERRQ(ierr);
2510       ierr = ISGetIndices(zerodiag,&idxs);CHKERRQ(ierr);
2511       /* work[0] = 1_p */
2512       ierr = VecSet(work[0],0.);CHKERRQ(ierr);
2513       ierr = VecGetArray(work[0],&array);CHKERRQ(ierr);
2514       for (j=0;j<nl;j++) array[idxs[j]] = 1.;
2515       ierr = VecRestoreArray(work[0],&array);CHKERRQ(ierr);
2516       /* work[0] = 1_v */
2517       ierr = VecSet(work[1],1.);CHKERRQ(ierr);
2518       ierr = VecGetArray(work[1],&array);CHKERRQ(ierr);
2519       for (j=0;j<nl;j++) array[idxs[j]] = 0.;
2520       ierr = VecRestoreArray(work[1],&array);CHKERRQ(ierr);
2521       ierr = ISRestoreIndices(zerodiag,&idxs);CHKERRQ(ierr);
2522     }
2523     if (nsubs > 1) {
2524       ierr = PetscCalloc1(nsubs,&zerodiag_subs);CHKERRQ(ierr);
2525       for (i=0;i<nsubs;i++) {
2526         ISLocalToGlobalMapping l2g;
2527         IS                     t_zerodiag_subs;
2528         PetscInt               nl;
2529 
2530         ierr = ISLocalToGlobalMappingCreateIS(subs[i],&l2g);CHKERRQ(ierr);
2531         ierr = ISGlobalToLocalMappingApplyIS(l2g,IS_GTOLM_DROP,zerodiag,&t_zerodiag_subs);CHKERRQ(ierr);
2532         ierr = ISGetLocalSize(t_zerodiag_subs,&nl);CHKERRQ(ierr);
2533         if (nl) {
2534           PetscBool valid = PETSC_TRUE;
2535 
2536           if (checkb) {
2537             ierr = VecSet(matis->x,0);CHKERRQ(ierr);
2538             ierr = ISGetLocalSize(subs[i],&nl);CHKERRQ(ierr);
2539             ierr = ISGetIndices(subs[i],&idxs);CHKERRQ(ierr);
2540             ierr = VecGetArray(matis->x,&array);CHKERRQ(ierr);
2541             for (j=0;j<nl;j++) array[idxs[j]] = 1.;
2542             ierr = VecRestoreArray(matis->x,&array);CHKERRQ(ierr);
2543             ierr = ISRestoreIndices(subs[i],&idxs);CHKERRQ(ierr);
2544             ierr = VecPointwiseMult(matis->x,work[0],matis->x);CHKERRQ(ierr);
2545             ierr = MatMult(matis->A,matis->x,matis->y);CHKERRQ(ierr);
2546             ierr = VecPointwiseMult(matis->y,work[1],matis->y);CHKERRQ(ierr);
2547             ierr = VecGetArray(matis->y,&array);CHKERRQ(ierr);
2548             for (j=0;j<n_interior_dofs;j++) {
2549               if (PetscAbsScalar(array[interior_dofs[j]]) > PETSC_SMALL) {
2550                 valid = PETSC_FALSE;
2551                 break;
2552               }
2553             }
2554             ierr = VecRestoreArray(matis->y,&array);CHKERRQ(ierr);
2555           }
2556           if (valid && nneu) {
2557             const PetscInt *idxs;
2558             PetscInt       nzb;
2559 
2560             ierr = ISGetIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
2561             ierr = ISGlobalToLocalMappingApply(l2g,IS_GTOLM_DROP,nneu,idxs,&nzb,NULL);CHKERRQ(ierr);
2562             ierr = ISRestoreIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
2563             if (nzb) valid = PETSC_FALSE;
2564           }
2565           if (valid && pressures) {
2566             IS t_pressure_subs;
2567             ierr = ISGlobalToLocalMappingApplyIS(l2g,IS_GTOLM_DROP,pressures,&t_pressure_subs);CHKERRQ(ierr);
2568             ierr = ISEqual(t_pressure_subs,t_zerodiag_subs,&valid);CHKERRQ(ierr);
2569             ierr = ISDestroy(&t_pressure_subs);CHKERRQ(ierr);
2570           }
2571           if (valid) {
2572             ierr = ISLocalToGlobalMappingApplyIS(l2g,t_zerodiag_subs,&zerodiag_subs[pcbddc->benign_n]);CHKERRQ(ierr);
2573             pcbddc->benign_n++;
2574           } else {
2575             recompute_zerodiag = PETSC_TRUE;
2576           }
2577         }
2578         ierr = ISDestroy(&t_zerodiag_subs);CHKERRQ(ierr);
2579         ierr = ISLocalToGlobalMappingDestroy(&l2g);CHKERRQ(ierr);
2580       }
2581     } else { /* there's just one subdomain (or zero if they have not been detected */
2582       PetscBool valid = PETSC_TRUE;
2583 
2584       if (nneu) valid = PETSC_FALSE;
2585       if (valid && pressures) {
2586         ierr = ISEqual(pressures,zerodiag,&valid);CHKERRQ(ierr);
2587       }
2588       if (valid && checkb) {
2589         ierr = MatMult(matis->A,work[0],matis->x);CHKERRQ(ierr);
2590         ierr = VecPointwiseMult(matis->x,work[1],matis->x);CHKERRQ(ierr);
2591         ierr = VecGetArray(matis->x,&array);CHKERRQ(ierr);
2592         for (j=0;j<n_interior_dofs;j++) {
2593           if (PetscAbsScalar(array[interior_dofs[j]]) > PETSC_SMALL) {
2594             valid = PETSC_FALSE;
2595             break;
2596           }
2597         }
2598         ierr = VecRestoreArray(matis->x,&array);CHKERRQ(ierr);
2599       }
2600       if (valid) {
2601         pcbddc->benign_n = 1;
2602         ierr = PetscMalloc1(pcbddc->benign_n,&zerodiag_subs);CHKERRQ(ierr);
2603         ierr = PetscObjectReference((PetscObject)zerodiag);CHKERRQ(ierr);
2604         zerodiag_subs[0] = zerodiag;
2605       }
2606     }
2607     if (checkb) {
2608       ierr = VecDestroyVecs(2,&work);CHKERRQ(ierr);
2609     }
2610   }
2611   ierr = PetscFree(interior_dofs);CHKERRQ(ierr);
2612 
2613   if (!pcbddc->benign_n) {
2614     PetscInt n;
2615 
2616     ierr = ISDestroy(&zerodiag);CHKERRQ(ierr);
2617     recompute_zerodiag = PETSC_FALSE;
2618     ierr = MatGetLocalSize(pcbddc->local_mat,&n,NULL);CHKERRQ(ierr);
2619     if (n) {
2620       has_null_pressures = PETSC_FALSE;
2621       have_null = PETSC_FALSE;
2622     }
2623   }
2624 
2625   /* final check for null pressures */
2626   if (zerodiag && pressures) {
2627     PetscInt nz,np;
2628     ierr = ISGetLocalSize(zerodiag,&nz);CHKERRQ(ierr);
2629     ierr = ISGetLocalSize(pressures,&np);CHKERRQ(ierr);
2630     if (nz != np) have_null = PETSC_FALSE;
2631   }
2632 
2633   if (recompute_zerodiag) {
2634     ierr = ISDestroy(&zerodiag);CHKERRQ(ierr);
2635     if (pcbddc->benign_n == 1) {
2636       ierr = PetscObjectReference((PetscObject)zerodiag_subs[0]);CHKERRQ(ierr);
2637       zerodiag = zerodiag_subs[0];
2638     } else {
2639       PetscInt i,nzn,*new_idxs;
2640 
2641       nzn = 0;
2642       for (i=0;i<pcbddc->benign_n;i++) {
2643         PetscInt ns;
2644         ierr = ISGetLocalSize(zerodiag_subs[i],&ns);CHKERRQ(ierr);
2645         nzn += ns;
2646       }
2647       ierr = PetscMalloc1(nzn,&new_idxs);CHKERRQ(ierr);
2648       nzn = 0;
2649       for (i=0;i<pcbddc->benign_n;i++) {
2650         PetscInt ns,*idxs;
2651         ierr = ISGetLocalSize(zerodiag_subs[i],&ns);CHKERRQ(ierr);
2652         ierr = ISGetIndices(zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
2653         ierr = PetscMemcpy(new_idxs+nzn,idxs,ns*sizeof(PetscInt));CHKERRQ(ierr);
2654         ierr = ISRestoreIndices(zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
2655         nzn += ns;
2656       }
2657       ierr = PetscSortInt(nzn,new_idxs);CHKERRQ(ierr);
2658       ierr = ISCreateGeneral(PETSC_COMM_SELF,nzn,new_idxs,PETSC_OWN_POINTER,&zerodiag);CHKERRQ(ierr);
2659     }
2660     have_null = PETSC_FALSE;
2661   }
2662 
2663   /* Prepare matrix to compute no-net-flux */
2664   if (pcbddc->compute_nonetflux && !pcbddc->divudotp) {
2665     Mat                    A,loc_divudotp;
2666     ISLocalToGlobalMapping rl2g,cl2g,l2gmap;
2667     IS                     row,col,isused = NULL;
2668     PetscInt               M,N,n,st,n_isused;
2669 
2670     if (pressures) {
2671       isused = pressures;
2672     } else {
2673       isused = zerodiag_save;
2674     }
2675     ierr = MatGetLocalToGlobalMapping(pc->pmat,&l2gmap,NULL);CHKERRQ(ierr);
2676     ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2677     ierr = MatGetLocalSize(A,&n,NULL);CHKERRQ(ierr);
2678     if (!isused && n) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_USER,"Don't know how to extract div u dot p! Please provide the pressure field");
2679     n_isused = 0;
2680     if (isused) {
2681       ierr = ISGetLocalSize(isused,&n_isused);CHKERRQ(ierr);
2682     }
2683     ierr = MPI_Scan(&n_isused,&st,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
2684     st = st-n_isused;
2685     if (n) {
2686       const PetscInt *gidxs;
2687 
2688       ierr = MatCreateSubMatrix(A,isused,NULL,MAT_INITIAL_MATRIX,&loc_divudotp);CHKERRQ(ierr);
2689       ierr = ISLocalToGlobalMappingGetIndices(l2gmap,&gidxs);CHKERRQ(ierr);
2690       /* TODO: extend ISCreateStride with st = PETSC_DECIDE */
2691       ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),n_isused,st,1,&row);CHKERRQ(ierr);
2692       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),n,gidxs,PETSC_COPY_VALUES,&col);CHKERRQ(ierr);
2693       ierr = ISLocalToGlobalMappingRestoreIndices(l2gmap,&gidxs);CHKERRQ(ierr);
2694     } else {
2695       ierr = MatCreateSeqAIJ(PETSC_COMM_SELF,0,0,1,NULL,&loc_divudotp);CHKERRQ(ierr);
2696       ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),n_isused,st,1,&row);CHKERRQ(ierr);
2697       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),0,NULL,PETSC_COPY_VALUES,&col);CHKERRQ(ierr);
2698     }
2699     ierr = MatGetSize(pc->pmat,NULL,&N);CHKERRQ(ierr);
2700     ierr = ISGetSize(row,&M);CHKERRQ(ierr);
2701     ierr = ISLocalToGlobalMappingCreateIS(row,&rl2g);CHKERRQ(ierr);
2702     ierr = ISLocalToGlobalMappingCreateIS(col,&cl2g);CHKERRQ(ierr);
2703     ierr = ISDestroy(&row);CHKERRQ(ierr);
2704     ierr = ISDestroy(&col);CHKERRQ(ierr);
2705     ierr = MatCreate(PetscObjectComm((PetscObject)pc),&pcbddc->divudotp);CHKERRQ(ierr);
2706     ierr = MatSetType(pcbddc->divudotp,MATIS);CHKERRQ(ierr);
2707     ierr = MatSetSizes(pcbddc->divudotp,PETSC_DECIDE,PETSC_DECIDE,M,N);CHKERRQ(ierr);
2708     ierr = MatSetLocalToGlobalMapping(pcbddc->divudotp,rl2g,cl2g);CHKERRQ(ierr);
2709     ierr = ISLocalToGlobalMappingDestroy(&rl2g);CHKERRQ(ierr);
2710     ierr = ISLocalToGlobalMappingDestroy(&cl2g);CHKERRQ(ierr);
2711     ierr = MatISSetLocalMat(pcbddc->divudotp,loc_divudotp);CHKERRQ(ierr);
2712     ierr = MatDestroy(&loc_divudotp);CHKERRQ(ierr);
2713     ierr = MatAssemblyBegin(pcbddc->divudotp,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2714     ierr = MatAssemblyEnd(pcbddc->divudotp,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2715   }
2716   ierr = ISDestroy(&zerodiag_save);CHKERRQ(ierr);
2717 
2718   /* change of basis and p0 dofs */
2719   if (has_null_pressures) {
2720     IS             zerodiagc;
2721     const PetscInt *idxs,*idxsc;
2722     PetscInt       i,s,*nnz;
2723 
2724     ierr = ISGetLocalSize(zerodiag,&nz);CHKERRQ(ierr);
2725     ierr = ISComplement(zerodiag,0,n,&zerodiagc);CHKERRQ(ierr);
2726     ierr = ISGetIndices(zerodiagc,&idxsc);CHKERRQ(ierr);
2727     /* local change of basis for pressures */
2728     ierr = MatDestroy(&pcbddc->benign_change);CHKERRQ(ierr);
2729     ierr = MatCreate(PetscObjectComm((PetscObject)pcbddc->local_mat),&pcbddc->benign_change);CHKERRQ(ierr);
2730     ierr = MatSetType(pcbddc->benign_change,MATAIJ);CHKERRQ(ierr);
2731     ierr = MatSetSizes(pcbddc->benign_change,n,n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
2732     ierr = PetscMalloc1(n,&nnz);CHKERRQ(ierr);
2733     for (i=0;i<n-nz;i++) nnz[idxsc[i]] = 1; /* identity on velocities plus pressure dofs for non-singular subdomains */
2734     for (i=0;i<pcbddc->benign_n;i++) {
2735       PetscInt nzs,j;
2736 
2737       ierr = ISGetLocalSize(zerodiag_subs[i],&nzs);CHKERRQ(ierr);
2738       ierr = ISGetIndices(zerodiag_subs[i],&idxs);CHKERRQ(ierr);
2739       for (j=0;j<nzs-1;j++) nnz[idxs[j]] = 2; /* change on pressures */
2740       nnz[idxs[nzs-1]] = nzs; /* last local pressure dof in subdomain */
2741       ierr = ISRestoreIndices(zerodiag_subs[i],&idxs);CHKERRQ(ierr);
2742     }
2743     ierr = MatSeqAIJSetPreallocation(pcbddc->benign_change,0,nnz);CHKERRQ(ierr);
2744     ierr = PetscFree(nnz);CHKERRQ(ierr);
2745     /* set identity on velocities */
2746     for (i=0;i<n-nz;i++) {
2747       ierr = MatSetValue(pcbddc->benign_change,idxsc[i],idxsc[i],1.,INSERT_VALUES);CHKERRQ(ierr);
2748     }
2749     ierr = ISRestoreIndices(zerodiagc,&idxsc);CHKERRQ(ierr);
2750     ierr = ISDestroy(&zerodiagc);CHKERRQ(ierr);
2751     ierr = PetscFree3(pcbddc->benign_p0_lidx,pcbddc->benign_p0_gidx,pcbddc->benign_p0);CHKERRQ(ierr);
2752     ierr = PetscMalloc3(pcbddc->benign_n,&pcbddc->benign_p0_lidx,pcbddc->benign_n,&pcbddc->benign_p0_gidx,pcbddc->benign_n,&pcbddc->benign_p0);CHKERRQ(ierr);
2753     /* set change on pressures */
2754     for (s=0;s<pcbddc->benign_n;s++) {
2755       PetscScalar *array;
2756       PetscInt    nzs;
2757 
2758       ierr = ISGetLocalSize(zerodiag_subs[s],&nzs);CHKERRQ(ierr);
2759       ierr = ISGetIndices(zerodiag_subs[s],&idxs);CHKERRQ(ierr);
2760       for (i=0;i<nzs-1;i++) {
2761         PetscScalar vals[2];
2762         PetscInt    cols[2];
2763 
2764         cols[0] = idxs[i];
2765         cols[1] = idxs[nzs-1];
2766         vals[0] = 1.;
2767         vals[1] = 1.;
2768         ierr = MatSetValues(pcbddc->benign_change,1,cols,2,cols,vals,INSERT_VALUES);CHKERRQ(ierr);
2769       }
2770       ierr = PetscMalloc1(nzs,&array);CHKERRQ(ierr);
2771       for (i=0;i<nzs-1;i++) array[i] = -1.;
2772       array[nzs-1] = 1.;
2773       ierr = MatSetValues(pcbddc->benign_change,1,idxs+nzs-1,nzs,idxs,array,INSERT_VALUES);CHKERRQ(ierr);
2774       /* store local idxs for p0 */
2775       pcbddc->benign_p0_lidx[s] = idxs[nzs-1];
2776       ierr = ISRestoreIndices(zerodiag_subs[s],&idxs);CHKERRQ(ierr);
2777       ierr = PetscFree(array);CHKERRQ(ierr);
2778     }
2779     ierr = MatAssemblyBegin(pcbddc->benign_change,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2780     ierr = MatAssemblyEnd(pcbddc->benign_change,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2781     /* project if needed */
2782     if (pcbddc->benign_change_explicit) {
2783       Mat M;
2784 
2785       ierr = MatPtAP(pcbddc->local_mat,pcbddc->benign_change,MAT_INITIAL_MATRIX,2.0,&M);CHKERRQ(ierr);
2786       ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
2787       ierr = MatSeqAIJCompress(M,&pcbddc->local_mat);CHKERRQ(ierr);
2788       ierr = MatDestroy(&M);CHKERRQ(ierr);
2789     }
2790     /* store global idxs for p0 */
2791     ierr = ISLocalToGlobalMappingApply(pc->pmat->rmap->mapping,pcbddc->benign_n,pcbddc->benign_p0_lidx,pcbddc->benign_p0_gidx);CHKERRQ(ierr);
2792   }
2793   pcbddc->benign_zerodiag_subs = zerodiag_subs;
2794   ierr = ISDestroy(&pressures);CHKERRQ(ierr);
2795 
2796   /* determines if the coarse solver will be singular or not */
2797   ierr = MPI_Allreduce(&have_null,&pcbddc->benign_null,1,MPIU_BOOL,MPI_LAND,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
2798   /* determines if the problem has subdomains with 0 pressure block */
2799   ierr = MPI_Allreduce(&have_null,&pcbddc->benign_have_null,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
2800   *zerodiaglocal = zerodiag;
2801   PetscFunctionReturn(0);
2802 }
2803 
2804 PetscErrorCode PCBDDCBenignGetOrSetP0(PC pc, Vec v, PetscBool get)
2805 {
2806   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
2807   PetscScalar    *array;
2808   PetscErrorCode ierr;
2809 
2810   PetscFunctionBegin;
2811   if (!pcbddc->benign_sf) {
2812     ierr = PetscSFCreate(PetscObjectComm((PetscObject)pc),&pcbddc->benign_sf);CHKERRQ(ierr);
2813     ierr = PetscSFSetGraphLayout(pcbddc->benign_sf,pc->pmat->rmap,pcbddc->benign_n,NULL,PETSC_OWN_POINTER,pcbddc->benign_p0_gidx);CHKERRQ(ierr);
2814   }
2815   if (get) {
2816     ierr = VecGetArrayRead(v,(const PetscScalar**)&array);CHKERRQ(ierr);
2817     ierr = PetscSFBcastBegin(pcbddc->benign_sf,MPIU_SCALAR,array,pcbddc->benign_p0);CHKERRQ(ierr);
2818     ierr = PetscSFBcastEnd(pcbddc->benign_sf,MPIU_SCALAR,array,pcbddc->benign_p0);CHKERRQ(ierr);
2819     ierr = VecRestoreArrayRead(v,(const PetscScalar**)&array);CHKERRQ(ierr);
2820   } else {
2821     ierr = VecGetArray(v,&array);CHKERRQ(ierr);
2822     ierr = PetscSFReduceBegin(pcbddc->benign_sf,MPIU_SCALAR,pcbddc->benign_p0,array,MPIU_REPLACE);CHKERRQ(ierr);
2823     ierr = PetscSFReduceEnd(pcbddc->benign_sf,MPIU_SCALAR,pcbddc->benign_p0,array,MPIU_REPLACE);CHKERRQ(ierr);
2824     ierr = VecRestoreArray(v,&array);CHKERRQ(ierr);
2825   }
2826   PetscFunctionReturn(0);
2827 }
2828 
2829 PetscErrorCode PCBDDCBenignPopOrPushB0(PC pc, PetscBool pop)
2830 {
2831   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
2832   PetscErrorCode ierr;
2833 
2834   PetscFunctionBegin;
2835   /* TODO: add error checking
2836     - avoid nested pop (or push) calls.
2837     - cannot push before pop.
2838     - cannot call this if pcbddc->local_mat is NULL
2839   */
2840   if (!pcbddc->benign_n) {
2841     PetscFunctionReturn(0);
2842   }
2843   if (pop) {
2844     if (pcbddc->benign_change_explicit) {
2845       IS       is_p0;
2846       MatReuse reuse;
2847 
2848       /* extract B_0 */
2849       reuse = MAT_INITIAL_MATRIX;
2850       if (pcbddc->benign_B0) {
2851         reuse = MAT_REUSE_MATRIX;
2852       }
2853       ierr = ISCreateGeneral(PETSC_COMM_SELF,pcbddc->benign_n,pcbddc->benign_p0_lidx,PETSC_COPY_VALUES,&is_p0);CHKERRQ(ierr);
2854       ierr = MatCreateSubMatrix(pcbddc->local_mat,is_p0,NULL,reuse,&pcbddc->benign_B0);CHKERRQ(ierr);
2855       /* remove rows and cols from local problem */
2856       ierr = MatSetOption(pcbddc->local_mat,MAT_KEEP_NONZERO_PATTERN,PETSC_TRUE);CHKERRQ(ierr);
2857       ierr = MatSetOption(pcbddc->local_mat,MAT_NEW_NONZERO_LOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
2858       ierr = MatZeroRowsColumnsIS(pcbddc->local_mat,is_p0,1.0,NULL,NULL);CHKERRQ(ierr);
2859       ierr = ISDestroy(&is_p0);CHKERRQ(ierr);
2860     } else {
2861       Mat_IS      *matis = (Mat_IS*)pc->pmat->data;
2862       PetscScalar *vals;
2863       PetscInt    i,n,*idxs_ins;
2864 
2865       ierr = VecGetLocalSize(matis->y,&n);CHKERRQ(ierr);
2866       ierr = PetscMalloc2(n,&idxs_ins,n,&vals);CHKERRQ(ierr);
2867       if (!pcbddc->benign_B0) {
2868         PetscInt *nnz;
2869         ierr = MatCreate(PetscObjectComm((PetscObject)pcbddc->local_mat),&pcbddc->benign_B0);CHKERRQ(ierr);
2870         ierr = MatSetType(pcbddc->benign_B0,MATAIJ);CHKERRQ(ierr);
2871         ierr = MatSetSizes(pcbddc->benign_B0,pcbddc->benign_n,n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
2872         ierr = PetscMalloc1(pcbddc->benign_n,&nnz);CHKERRQ(ierr);
2873         for (i=0;i<pcbddc->benign_n;i++) {
2874           ierr = ISGetLocalSize(pcbddc->benign_zerodiag_subs[i],&nnz[i]);CHKERRQ(ierr);
2875           nnz[i] = n - nnz[i];
2876         }
2877         ierr = MatSeqAIJSetPreallocation(pcbddc->benign_B0,0,nnz);CHKERRQ(ierr);
2878         ierr = PetscFree(nnz);CHKERRQ(ierr);
2879       }
2880 
2881       for (i=0;i<pcbddc->benign_n;i++) {
2882         PetscScalar *array;
2883         PetscInt    *idxs,j,nz,cum;
2884 
2885         ierr = VecSet(matis->x,0.);CHKERRQ(ierr);
2886         ierr = ISGetLocalSize(pcbddc->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
2887         ierr = ISGetIndices(pcbddc->benign_zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
2888         for (j=0;j<nz;j++) vals[j] = 1.;
2889         ierr = VecSetValues(matis->x,nz,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2890         ierr = VecAssemblyBegin(matis->x);CHKERRQ(ierr);
2891         ierr = VecAssemblyEnd(matis->x);CHKERRQ(ierr);
2892         ierr = VecSet(matis->y,0.);CHKERRQ(ierr);
2893         ierr = MatMult(matis->A,matis->x,matis->y);CHKERRQ(ierr);
2894         ierr = VecGetArray(matis->y,&array);CHKERRQ(ierr);
2895         cum = 0;
2896         for (j=0;j<n;j++) {
2897           if (PetscUnlikely(PetscAbsScalar(array[j]) > PETSC_SMALL)) {
2898             vals[cum] = array[j];
2899             idxs_ins[cum] = j;
2900             cum++;
2901           }
2902         }
2903         ierr = MatSetValues(pcbddc->benign_B0,1,&i,cum,idxs_ins,vals,INSERT_VALUES);CHKERRQ(ierr);
2904         ierr = VecRestoreArray(matis->y,&array);CHKERRQ(ierr);
2905         ierr = ISRestoreIndices(pcbddc->benign_zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
2906       }
2907       ierr = MatAssemblyBegin(pcbddc->benign_B0,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2908       ierr = MatAssemblyEnd(pcbddc->benign_B0,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2909       ierr = PetscFree2(idxs_ins,vals);CHKERRQ(ierr);
2910     }
2911   } else { /* push */
2912     if (pcbddc->benign_change_explicit) {
2913       PetscInt i;
2914 
2915       for (i=0;i<pcbddc->benign_n;i++) {
2916         PetscScalar *B0_vals;
2917         PetscInt    *B0_cols,B0_ncol;
2918 
2919         ierr = MatGetRow(pcbddc->benign_B0,i,&B0_ncol,(const PetscInt**)&B0_cols,(const PetscScalar**)&B0_vals);CHKERRQ(ierr);
2920         ierr = MatSetValues(pcbddc->local_mat,1,pcbddc->benign_p0_lidx+i,B0_ncol,B0_cols,B0_vals,INSERT_VALUES);CHKERRQ(ierr);
2921         ierr = MatSetValues(pcbddc->local_mat,B0_ncol,B0_cols,1,pcbddc->benign_p0_lidx+i,B0_vals,INSERT_VALUES);CHKERRQ(ierr);
2922         ierr = MatSetValue(pcbddc->local_mat,pcbddc->benign_p0_lidx[i],pcbddc->benign_p0_lidx[i],0.0,INSERT_VALUES);CHKERRQ(ierr);
2923         ierr = MatRestoreRow(pcbddc->benign_B0,i,&B0_ncol,(const PetscInt**)&B0_cols,(const PetscScalar**)&B0_vals);CHKERRQ(ierr);
2924       }
2925       ierr = MatAssemblyBegin(pcbddc->local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2926       ierr = MatAssemblyEnd(pcbddc->local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2927     } else {
2928       SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Cannot push B0!\n");
2929     }
2930   }
2931   PetscFunctionReturn(0);
2932 }
2933 
2934 PetscErrorCode PCBDDCAdaptiveSelection(PC pc)
2935 {
2936   PC_BDDC*        pcbddc = (PC_BDDC*)pc->data;
2937   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
2938   PetscBLASInt    B_dummyint,B_neigs,B_ierr,B_lwork;
2939   PetscBLASInt    *B_iwork,*B_ifail;
2940   PetscScalar     *work,lwork;
2941   PetscScalar     *St,*S,*eigv;
2942   PetscScalar     *Sarray,*Starray;
2943   PetscReal       *eigs,thresh;
2944   PetscInt        i,nmax,nmin,nv,cum,mss,cum2,cumarray,maxneigs;
2945   PetscBool       allocated_S_St;
2946 #if defined(PETSC_USE_COMPLEX)
2947   PetscReal       *rwork;
2948 #endif
2949   PetscErrorCode  ierr;
2950 
2951   PetscFunctionBegin;
2952   if (!sub_schurs) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Adaptive selection of constraints requires SubSchurs data");
2953   if (!sub_schurs->schur_explicit) SETERRQ(PetscObjectComm((PetscObject)pc),PETSC_ERR_SUP,"Adaptive selection of constraints requires MUMPS and/or MKL_CPARDISO");
2954   if (sub_schurs->n_subs && (!sub_schurs->is_hermitian || !sub_schurs->is_posdef)) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_SUP,"Adaptive selection not yet implemented for general matrix pencils (herm %d, posdef %d)\nRerun with -sub_schurs_hermitian 1 -sub_schurs_posdef 1 if the problem is SPD",sub_schurs->is_hermitian,sub_schurs->is_posdef);
2955 
2956   if (pcbddc->dbg_flag) {
2957     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
2958     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
2959     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Check adaptive selection of constraints\n");CHKERRQ(ierr);
2960     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
2961   }
2962 
2963   if (pcbddc->dbg_flag) {
2964     PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d cc %d (%d,%d).\n",PetscGlobalRank,sub_schurs->n_subs,sub_schurs->is_hermitian,sub_schurs->is_posdef);
2965   }
2966 
2967   /* max size of subsets */
2968   mss = 0;
2969   for (i=0;i<sub_schurs->n_subs;i++) {
2970     PetscInt subset_size;
2971 
2972     ierr = ISGetLocalSize(sub_schurs->is_subs[i],&subset_size);CHKERRQ(ierr);
2973     mss = PetscMax(mss,subset_size);
2974   }
2975 
2976   /* min/max and threshold */
2977   nmax = pcbddc->adaptive_nmax > 0 ? pcbddc->adaptive_nmax : mss;
2978   nmin = pcbddc->adaptive_nmin > 0 ? pcbddc->adaptive_nmin : 0;
2979   nmax = PetscMax(nmin,nmax);
2980   allocated_S_St = PETSC_FALSE;
2981   if (nmin) {
2982     allocated_S_St = PETSC_TRUE;
2983   }
2984 
2985   /* allocate lapack workspace */
2986   cum = cum2 = 0;
2987   maxneigs = 0;
2988   for (i=0;i<sub_schurs->n_subs;i++) {
2989     PetscInt n,subset_size;
2990 
2991     ierr = ISGetLocalSize(sub_schurs->is_subs[i],&subset_size);CHKERRQ(ierr);
2992     n = PetscMin(subset_size,nmax);
2993     cum += subset_size;
2994     cum2 += subset_size*n;
2995     maxneigs = PetscMax(maxneigs,n);
2996   }
2997   if (mss) {
2998     if (sub_schurs->is_hermitian && sub_schurs->is_posdef) {
2999       PetscBLASInt B_itype = 1;
3000       PetscBLASInt B_N = mss;
3001       PetscReal    zero = 0.0;
3002       PetscReal    eps = 0.0; /* dlamch? */
3003 
3004       B_lwork = -1;
3005       S = NULL;
3006       St = NULL;
3007       eigs = NULL;
3008       eigv = NULL;
3009       B_iwork = NULL;
3010       B_ifail = NULL;
3011 #if defined(PETSC_USE_COMPLEX)
3012       rwork = NULL;
3013 #endif
3014       thresh = 1.0;
3015       ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
3016 #if defined(PETSC_USE_COMPLEX)
3017       PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&zero,&thresh,&B_dummyint,&B_dummyint,&eps,&B_neigs,eigs,eigv,&B_N,&lwork,&B_lwork,rwork,B_iwork,B_ifail,&B_ierr));
3018 #else
3019       PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&zero,&thresh,&B_dummyint,&B_dummyint,&eps,&B_neigs,eigs,eigv,&B_N,&lwork,&B_lwork,B_iwork,B_ifail,&B_ierr));
3020 #endif
3021       if (B_ierr != 0) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to SYGVX Lapack routine %d",(int)B_ierr);
3022       ierr = PetscFPTrapPop();CHKERRQ(ierr);
3023     } else {
3024         /* TODO */
3025     }
3026   } else {
3027     lwork = 0;
3028   }
3029 
3030   nv = 0;
3031   if (sub_schurs->is_vertices && pcbddc->use_vertices) { /* complement set of active subsets, each entry is a vertex (boundary made by active subsets, vertices and dirichlet dofs) */
3032     ierr = ISGetLocalSize(sub_schurs->is_vertices,&nv);CHKERRQ(ierr);
3033   }
3034   ierr = PetscBLASIntCast((PetscInt)PetscRealPart(lwork),&B_lwork);CHKERRQ(ierr);
3035   if (allocated_S_St) {
3036     ierr = PetscMalloc2(mss*mss,&S,mss*mss,&St);CHKERRQ(ierr);
3037   }
3038   ierr = PetscMalloc5(mss*mss,&eigv,mss,&eigs,B_lwork,&work,5*mss,&B_iwork,mss,&B_ifail);CHKERRQ(ierr);
3039 #if defined(PETSC_USE_COMPLEX)
3040   ierr = PetscMalloc1(7*mss,&rwork);CHKERRQ(ierr);
3041 #endif
3042   ierr = PetscMalloc5(nv+sub_schurs->n_subs,&pcbddc->adaptive_constraints_n,
3043                       nv+sub_schurs->n_subs+1,&pcbddc->adaptive_constraints_idxs_ptr,
3044                       nv+sub_schurs->n_subs+1,&pcbddc->adaptive_constraints_data_ptr,
3045                       nv+cum,&pcbddc->adaptive_constraints_idxs,
3046                       nv+cum2,&pcbddc->adaptive_constraints_data);CHKERRQ(ierr);
3047   ierr = PetscMemzero(pcbddc->adaptive_constraints_n,(nv+sub_schurs->n_subs)*sizeof(PetscInt));CHKERRQ(ierr);
3048 
3049   maxneigs = 0;
3050   cum = cumarray = 0;
3051   pcbddc->adaptive_constraints_idxs_ptr[0] = 0;
3052   pcbddc->adaptive_constraints_data_ptr[0] = 0;
3053   if (sub_schurs->is_vertices && pcbddc->use_vertices) {
3054     const PetscInt *idxs;
3055 
3056     ierr = ISGetIndices(sub_schurs->is_vertices,&idxs);CHKERRQ(ierr);
3057     for (cum=0;cum<nv;cum++) {
3058       pcbddc->adaptive_constraints_n[cum] = 1;
3059       pcbddc->adaptive_constraints_idxs[cum] = idxs[cum];
3060       pcbddc->adaptive_constraints_data[cum] = 1.0;
3061       pcbddc->adaptive_constraints_idxs_ptr[cum+1] = pcbddc->adaptive_constraints_idxs_ptr[cum]+1;
3062       pcbddc->adaptive_constraints_data_ptr[cum+1] = pcbddc->adaptive_constraints_data_ptr[cum]+1;
3063     }
3064     ierr = ISRestoreIndices(sub_schurs->is_vertices,&idxs);CHKERRQ(ierr);
3065   }
3066 
3067   if (mss) { /* multilevel */
3068     ierr = MatSeqAIJGetArray(sub_schurs->sum_S_Ej_inv_all,&Sarray);CHKERRQ(ierr);
3069     ierr = MatSeqAIJGetArray(sub_schurs->sum_S_Ej_tilda_all,&Starray);CHKERRQ(ierr);
3070   }
3071 
3072   thresh = pcbddc->adaptive_threshold;
3073   for (i=0;i<sub_schurs->n_subs;i++) {
3074     const PetscInt *idxs;
3075     PetscReal      upper,lower;
3076     PetscInt       j,subset_size,eigs_start = 0;
3077     PetscBLASInt   B_N;
3078     PetscBool      same_data = PETSC_FALSE;
3079 
3080     if (pcbddc->use_deluxe_scaling) {
3081       upper = PETSC_MAX_REAL;
3082       lower = thresh;
3083     } else {
3084       upper = 1./thresh;
3085       lower = 0.;
3086     }
3087     ierr = ISGetLocalSize(sub_schurs->is_subs[i],&subset_size);CHKERRQ(ierr);
3088     ierr = ISGetIndices(sub_schurs->is_subs[i],&idxs);CHKERRQ(ierr);
3089     ierr = PetscBLASIntCast(subset_size,&B_N);CHKERRQ(ierr);
3090     if (allocated_S_St) { /* S and S_t should be copied since we could need them later */
3091       if (sub_schurs->is_hermitian) {
3092         PetscInt j,k;
3093         if (sub_schurs->n_subs == 1) { /* zeroing memory to use PetscMemcmp later */
3094           ierr = PetscMemzero(S,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3095           ierr = PetscMemzero(St,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3096         }
3097         for (j=0;j<subset_size;j++) {
3098           for (k=j;k<subset_size;k++) {
3099             S [j*subset_size+k] = Sarray [cumarray+j*subset_size+k];
3100             St[j*subset_size+k] = Starray[cumarray+j*subset_size+k];
3101           }
3102         }
3103       } else {
3104         ierr = PetscMemcpy(S,Sarray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3105         ierr = PetscMemcpy(St,Starray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3106       }
3107     } else {
3108       S = Sarray + cumarray;
3109       St = Starray + cumarray;
3110     }
3111     /* see if we can save some work */
3112     if (sub_schurs->n_subs == 1 && pcbddc->use_deluxe_scaling) {
3113       ierr = PetscMemcmp(S,St,subset_size*subset_size*sizeof(PetscScalar),&same_data);CHKERRQ(ierr);
3114     }
3115 
3116     if (same_data && !sub_schurs->change) { /* there's no need of constraints here */
3117       B_neigs = 0;
3118     } else {
3119       if (sub_schurs->is_hermitian && sub_schurs->is_posdef) {
3120         PetscBLASInt B_itype = 1;
3121         PetscBLASInt B_IL, B_IU;
3122         PetscReal    eps = -1.0; /* dlamch? */
3123         PetscInt     nmin_s;
3124         PetscBool    compute_range = PETSC_FALSE;
3125 
3126         if (pcbddc->dbg_flag) {
3127           PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Computing for sub %d/%d size %d count %d fid %d.\n",i,sub_schurs->n_subs,subset_size,pcbddc->mat_graph->count[idxs[0]]+1,pcbddc->mat_graph->which_dof[idxs[0]]);
3128         }
3129 
3130         compute_range = PETSC_FALSE;
3131         if (thresh > 1.+PETSC_SMALL && !same_data) {
3132           compute_range = PETSC_TRUE;
3133         }
3134 
3135         ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
3136         if (compute_range) {
3137 
3138           /* ask for eigenvalues larger than thresh */
3139 #if defined(PETSC_USE_COMPLEX)
3140           PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&lower,&upper,&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,rwork,B_iwork,B_ifail,&B_ierr));
3141 #else
3142           PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&lower,&upper,&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,B_iwork,B_ifail,&B_ierr));
3143 #endif
3144         } else if (!same_data) {
3145           B_IU = PetscMax(1,PetscMin(B_N,nmax));
3146           B_IL = 1;
3147 #if defined(PETSC_USE_COMPLEX)
3148           PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","I","L",&B_N,St,&B_N,S,&B_N,&lower,&upper,&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,rwork,B_iwork,B_ifail,&B_ierr));
3149 #else
3150           PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","I","L",&B_N,St,&B_N,S,&B_N,&lower,&upper,&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,B_iwork,B_ifail,&B_ierr));
3151 #endif
3152         } else { /* same_data is true, so just get the adaptive functional requested by the user */
3153           PetscInt k;
3154           if (!sub_schurs->change_primal_sub) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"This should not happen");
3155           ierr = ISGetLocalSize(sub_schurs->change_primal_sub[i],&nmax);CHKERRQ(ierr);
3156           ierr = PetscBLASIntCast(nmax,&B_neigs);CHKERRQ(ierr);
3157           nmin = nmax;
3158           ierr = PetscMemzero(eigv,subset_size*nmax*sizeof(PetscScalar));CHKERRQ(ierr);
3159           for (k=0;k<nmax;k++) {
3160             eigs[k] = 1./PETSC_SMALL;
3161             eigv[k*(subset_size+1)] = 1.0;
3162           }
3163         }
3164         ierr = PetscFPTrapPop();CHKERRQ(ierr);
3165         if (B_ierr) {
3166           if (B_ierr < 0 ) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: illegal value for argument %d",-(int)B_ierr);
3167           else if (B_ierr <= B_N) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: %d eigenvalues failed to converge",(int)B_ierr);
3168           else SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: leading minor of order %d is not positive definite",(int)B_ierr-B_N-1);
3169         }
3170 
3171         if (B_neigs > nmax) {
3172           if (pcbddc->dbg_flag) {
3173             PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   found %d eigs, more than maximum required %d.\n",B_neigs,nmax);
3174           }
3175           if (pcbddc->use_deluxe_scaling) eigs_start = B_neigs -nmax;
3176           B_neigs = nmax;
3177         }
3178 
3179         nmin_s = PetscMin(nmin,B_N);
3180         if (B_neigs < nmin_s) {
3181           PetscBLASInt B_neigs2;
3182 
3183           if (pcbddc->use_deluxe_scaling) {
3184             B_IL = B_N - nmin_s + 1;
3185             B_IU = B_N - B_neigs;
3186           } else {
3187             B_IL = B_neigs + 1;
3188             B_IU = nmin_s;
3189           }
3190           if (pcbddc->dbg_flag) {
3191             PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   found %d eigs, less than minimum required %d. Asking for %d to %d incl (fortran like)\n",B_neigs,nmin,B_IL,B_IU);
3192           }
3193           if (sub_schurs->is_hermitian) {
3194             PetscInt j,k;
3195             for (j=0;j<subset_size;j++) {
3196               for (k=j;k<subset_size;k++) {
3197                 S [j*subset_size+k] = Sarray [cumarray+j*subset_size+k];
3198                 St[j*subset_size+k] = Starray[cumarray+j*subset_size+k];
3199               }
3200             }
3201           } else {
3202             ierr = PetscMemcpy(S,Sarray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3203             ierr = PetscMemcpy(St,Starray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3204           }
3205           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
3206 #if defined(PETSC_USE_COMPLEX)
3207           PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","I","L",&B_N,St,&B_N,S,&B_N,&lower,&upper,&B_IL,&B_IU,&eps,&B_neigs2,eigs+B_neigs,eigv+B_neigs*subset_size,&B_N,work,&B_lwork,rwork,B_iwork,B_ifail,&B_ierr));
3208 #else
3209           PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","I","L",&B_N,St,&B_N,S,&B_N,&lower,&upper,&B_IL,&B_IU,&eps,&B_neigs2,eigs+B_neigs,eigv+B_neigs*subset_size,&B_N,work,&B_lwork,B_iwork,B_ifail,&B_ierr));
3210 #endif
3211           ierr = PetscFPTrapPop();CHKERRQ(ierr);
3212           B_neigs += B_neigs2;
3213         }
3214         if (B_ierr) {
3215           if (B_ierr < 0 ) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: illegal value for argument %d",-(int)B_ierr);
3216           else if (B_ierr <= B_N) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: %d eigenvalues failed to converge",(int)B_ierr);
3217           else SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: leading minor of order %d is not positive definite",(int)B_ierr-B_N-1);
3218         }
3219         if (pcbddc->dbg_flag) {
3220           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   -> Got %d eigs\n",B_neigs);CHKERRQ(ierr);
3221           for (j=0;j<B_neigs;j++) {
3222             if (eigs[j] == 0.0) {
3223               ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"     Inf\n");CHKERRQ(ierr);
3224             } else {
3225               if (pcbddc->use_deluxe_scaling) {
3226                 ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"     %1.6e\n",eigs[j+eigs_start]);CHKERRQ(ierr);
3227               } else {
3228                 ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"     %1.6e\n",1./eigs[j+eigs_start]);CHKERRQ(ierr);
3229               }
3230             }
3231           }
3232         }
3233       } else {
3234           /* TODO */
3235       }
3236     }
3237     /* change the basis back to the original one */
3238     if (sub_schurs->change) {
3239       Mat change,phi,phit;
3240 
3241       if (pcbddc->dbg_flag > 2) {
3242         PetscInt ii;
3243         for (ii=0;ii<B_neigs;ii++) {
3244           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   -> Eigenvector (old basis) %d/%d (%d)\n",ii,B_neigs,B_N);CHKERRQ(ierr);
3245           for (j=0;j<B_N;j++) {
3246 #if defined(PETSC_USE_COMPLEX)
3247             PetscReal r = PetscRealPart(eigv[(ii+eigs_start)*subset_size+j]);
3248             PetscReal c = PetscImaginaryPart(eigv[(ii+eigs_start)*subset_size+j]);
3249             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e + %1.4e i\n",r,c);CHKERRQ(ierr);
3250 #else
3251             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e\n",eigv[(ii+eigs_start)*subset_size+j]);CHKERRQ(ierr);
3252 #endif
3253           }
3254         }
3255       }
3256       ierr = KSPGetOperators(sub_schurs->change[i],&change,NULL);CHKERRQ(ierr);
3257       ierr = MatCreateSeqDense(PETSC_COMM_SELF,subset_size,B_neigs,eigv+eigs_start*subset_size,&phit);CHKERRQ(ierr);
3258       ierr = MatMatMult(change,phit,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&phi);CHKERRQ(ierr);
3259       ierr = MatCopy(phi,phit,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
3260       ierr = MatDestroy(&phit);CHKERRQ(ierr);
3261       ierr = MatDestroy(&phi);CHKERRQ(ierr);
3262     }
3263     maxneigs = PetscMax(B_neigs,maxneigs);
3264     pcbddc->adaptive_constraints_n[i+nv] = B_neigs;
3265     if (B_neigs) {
3266       ierr = PetscMemcpy(pcbddc->adaptive_constraints_data+pcbddc->adaptive_constraints_data_ptr[cum],eigv+eigs_start*subset_size,B_neigs*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3267 
3268       if (pcbddc->dbg_flag > 1) {
3269         PetscInt ii;
3270         for (ii=0;ii<B_neigs;ii++) {
3271           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   -> Eigenvector %d/%d (%d)\n",ii,B_neigs,B_N);CHKERRQ(ierr);
3272           for (j=0;j<B_N;j++) {
3273 #if defined(PETSC_USE_COMPLEX)
3274             PetscReal r = PetscRealPart(pcbddc->adaptive_constraints_data[ii*subset_size+j+pcbddc->adaptive_constraints_data_ptr[cum]]);
3275             PetscReal c = PetscImaginaryPart(pcbddc->adaptive_constraints_data[ii*subset_size+j+pcbddc->adaptive_constraints_data_ptr[cum]]);
3276             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e + %1.4e i\n",r,c);CHKERRQ(ierr);
3277 #else
3278             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e\n",pcbddc->adaptive_constraints_data[ii*subset_size+j+pcbddc->adaptive_constraints_data_ptr[cum]]);CHKERRQ(ierr);
3279 #endif
3280           }
3281         }
3282       }
3283       ierr = PetscMemcpy(pcbddc->adaptive_constraints_idxs+pcbddc->adaptive_constraints_idxs_ptr[cum],idxs,subset_size*sizeof(PetscInt));CHKERRQ(ierr);
3284       pcbddc->adaptive_constraints_idxs_ptr[cum+1] = pcbddc->adaptive_constraints_idxs_ptr[cum] + subset_size;
3285       pcbddc->adaptive_constraints_data_ptr[cum+1] = pcbddc->adaptive_constraints_data_ptr[cum] + subset_size*B_neigs;
3286       cum++;
3287     }
3288     ierr = ISRestoreIndices(sub_schurs->is_subs[i],&idxs);CHKERRQ(ierr);
3289     /* shift for next computation */
3290     cumarray += subset_size*subset_size;
3291   }
3292   if (pcbddc->dbg_flag) {
3293     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
3294   }
3295 
3296   if (mss) {
3297     ierr = MatSeqAIJRestoreArray(sub_schurs->sum_S_Ej_inv_all,&Sarray);CHKERRQ(ierr);
3298     ierr = MatSeqAIJRestoreArray(sub_schurs->sum_S_Ej_tilda_all,&Starray);CHKERRQ(ierr);
3299     /* destroy matrices (junk) */
3300     ierr = MatDestroy(&sub_schurs->sum_S_Ej_inv_all);CHKERRQ(ierr);
3301     ierr = MatDestroy(&sub_schurs->sum_S_Ej_tilda_all);CHKERRQ(ierr);
3302   }
3303   if (allocated_S_St) {
3304     ierr = PetscFree2(S,St);CHKERRQ(ierr);
3305   }
3306   ierr = PetscFree5(eigv,eigs,work,B_iwork,B_ifail);CHKERRQ(ierr);
3307 #if defined(PETSC_USE_COMPLEX)
3308   ierr = PetscFree(rwork);CHKERRQ(ierr);
3309 #endif
3310   if (pcbddc->dbg_flag) {
3311     PetscInt maxneigs_r;
3312     ierr = MPIU_Allreduce(&maxneigs,&maxneigs_r,1,MPIU_INT,MPI_MAX,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
3313     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Maximum number of constraints per cc %d\n",maxneigs_r);CHKERRQ(ierr);
3314   }
3315   PetscFunctionReturn(0);
3316 }
3317 
3318 PetscErrorCode PCBDDCSetUpSolvers(PC pc)
3319 {
3320   PetscScalar    *coarse_submat_vals;
3321   PetscErrorCode ierr;
3322 
3323   PetscFunctionBegin;
3324   /* Setup local scatters R_to_B and (optionally) R_to_D */
3325   /* PCBDDCSetUpLocalWorkVectors should be called first! */
3326   ierr = PCBDDCSetUpLocalScatters(pc);CHKERRQ(ierr);
3327 
3328   /* Setup local neumann solver ksp_R */
3329   /* PCBDDCSetUpLocalScatters should be called first! */
3330   ierr = PCBDDCSetUpLocalSolvers(pc,PETSC_FALSE,PETSC_TRUE);CHKERRQ(ierr);
3331 
3332   /*
3333      Setup local correction and local part of coarse basis.
3334      Gives back the dense local part of the coarse matrix in column major ordering
3335   */
3336   ierr = PCBDDCSetUpCorrection(pc,&coarse_submat_vals);CHKERRQ(ierr);
3337 
3338   /* Compute total number of coarse nodes and setup coarse solver */
3339   ierr = PCBDDCSetUpCoarseSolver(pc,coarse_submat_vals);CHKERRQ(ierr);
3340 
3341   /* free */
3342   ierr = PetscFree(coarse_submat_vals);CHKERRQ(ierr);
3343   PetscFunctionReturn(0);
3344 }
3345 
3346 PetscErrorCode PCBDDCResetCustomization(PC pc)
3347 {
3348   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3349   PetscErrorCode ierr;
3350 
3351   PetscFunctionBegin;
3352   ierr = ISDestroy(&pcbddc->user_primal_vertices);CHKERRQ(ierr);
3353   ierr = ISDestroy(&pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
3354   ierr = ISDestroy(&pcbddc->NeumannBoundaries);CHKERRQ(ierr);
3355   ierr = ISDestroy(&pcbddc->NeumannBoundariesLocal);CHKERRQ(ierr);
3356   ierr = ISDestroy(&pcbddc->DirichletBoundaries);CHKERRQ(ierr);
3357   ierr = MatNullSpaceDestroy(&pcbddc->onearnullspace);CHKERRQ(ierr);
3358   ierr = PetscFree(pcbddc->onearnullvecs_state);CHKERRQ(ierr);
3359   ierr = ISDestroy(&pcbddc->DirichletBoundariesLocal);CHKERRQ(ierr);
3360   ierr = PCBDDCSetDofsSplitting(pc,0,NULL);CHKERRQ(ierr);
3361   ierr = PCBDDCSetDofsSplittingLocal(pc,0,NULL);CHKERRQ(ierr);
3362   PetscFunctionReturn(0);
3363 }
3364 
3365 PetscErrorCode PCBDDCResetTopography(PC pc)
3366 {
3367   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3368   PetscInt       i;
3369   PetscErrorCode ierr;
3370 
3371   PetscFunctionBegin;
3372   ierr = MatDestroy(&pcbddc->nedcG);CHKERRQ(ierr);
3373   ierr = ISDestroy(&pcbddc->nedclocal);CHKERRQ(ierr);
3374   ierr = MatDestroy(&pcbddc->discretegradient);CHKERRQ(ierr);
3375   ierr = MatDestroy(&pcbddc->user_ChangeOfBasisMatrix);CHKERRQ(ierr);
3376   ierr = MatDestroy(&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
3377   ierr = MatDestroy(&pcbddc->switch_static_change);CHKERRQ(ierr);
3378   ierr = VecDestroy(&pcbddc->work_change);CHKERRQ(ierr);
3379   ierr = MatDestroy(&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
3380   ierr = MatDestroy(&pcbddc->divudotp);CHKERRQ(ierr);
3381   ierr = ISDestroy(&pcbddc->divudotp_vl2l);CHKERRQ(ierr);
3382   ierr = PCBDDCGraphDestroy(&pcbddc->mat_graph);CHKERRQ(ierr);
3383   for (i=0;i<pcbddc->n_local_subs;i++) {
3384     ierr = ISDestroy(&pcbddc->local_subs[i]);CHKERRQ(ierr);
3385   }
3386   pcbddc->n_local_subs = 0;
3387   ierr = PetscFree(pcbddc->local_subs);CHKERRQ(ierr);
3388   ierr = PCBDDCSubSchursDestroy(&pcbddc->sub_schurs);CHKERRQ(ierr);
3389   pcbddc->graphanalyzed        = PETSC_FALSE;
3390   pcbddc->recompute_topography = PETSC_TRUE;
3391   PetscFunctionReturn(0);
3392 }
3393 
3394 PetscErrorCode PCBDDCResetSolvers(PC pc)
3395 {
3396   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3397   PetscErrorCode ierr;
3398 
3399   PetscFunctionBegin;
3400   ierr = VecDestroy(&pcbddc->coarse_vec);CHKERRQ(ierr);
3401   if (pcbddc->coarse_phi_B) {
3402     PetscScalar *array;
3403     ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&array);CHKERRQ(ierr);
3404     ierr = PetscFree(array);CHKERRQ(ierr);
3405   }
3406   ierr = MatDestroy(&pcbddc->coarse_phi_B);CHKERRQ(ierr);
3407   ierr = MatDestroy(&pcbddc->coarse_phi_D);CHKERRQ(ierr);
3408   ierr = MatDestroy(&pcbddc->coarse_psi_B);CHKERRQ(ierr);
3409   ierr = MatDestroy(&pcbddc->coarse_psi_D);CHKERRQ(ierr);
3410   ierr = VecDestroy(&pcbddc->vec1_P);CHKERRQ(ierr);
3411   ierr = VecDestroy(&pcbddc->vec1_C);CHKERRQ(ierr);
3412   ierr = MatDestroy(&pcbddc->local_auxmat2);CHKERRQ(ierr);
3413   ierr = MatDestroy(&pcbddc->local_auxmat1);CHKERRQ(ierr);
3414   ierr = VecDestroy(&pcbddc->vec1_R);CHKERRQ(ierr);
3415   ierr = VecDestroy(&pcbddc->vec2_R);CHKERRQ(ierr);
3416   ierr = ISDestroy(&pcbddc->is_R_local);CHKERRQ(ierr);
3417   ierr = VecScatterDestroy(&pcbddc->R_to_B);CHKERRQ(ierr);
3418   ierr = VecScatterDestroy(&pcbddc->R_to_D);CHKERRQ(ierr);
3419   ierr = VecScatterDestroy(&pcbddc->coarse_loc_to_glob);CHKERRQ(ierr);
3420   ierr = KSPReset(pcbddc->ksp_D);CHKERRQ(ierr);
3421   ierr = KSPReset(pcbddc->ksp_R);CHKERRQ(ierr);
3422   ierr = KSPReset(pcbddc->coarse_ksp);CHKERRQ(ierr);
3423   ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
3424   ierr = PetscFree(pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
3425   ierr = PetscFree2(pcbddc->local_primal_ref_node,pcbddc->local_primal_ref_mult);CHKERRQ(ierr);
3426   ierr = PetscFree(pcbddc->global_primal_indices);CHKERRQ(ierr);
3427   ierr = ISDestroy(&pcbddc->coarse_subassembling);CHKERRQ(ierr);
3428   ierr = MatDestroy(&pcbddc->benign_change);CHKERRQ(ierr);
3429   ierr = VecDestroy(&pcbddc->benign_vec);CHKERRQ(ierr);
3430   ierr = PCBDDCBenignShellMat(pc,PETSC_TRUE);CHKERRQ(ierr);
3431   ierr = MatDestroy(&pcbddc->benign_B0);CHKERRQ(ierr);
3432   ierr = PetscSFDestroy(&pcbddc->benign_sf);CHKERRQ(ierr);
3433   if (pcbddc->benign_zerodiag_subs) {
3434     PetscInt i;
3435     for (i=0;i<pcbddc->benign_n;i++) {
3436       ierr = ISDestroy(&pcbddc->benign_zerodiag_subs[i]);CHKERRQ(ierr);
3437     }
3438     ierr = PetscFree(pcbddc->benign_zerodiag_subs);CHKERRQ(ierr);
3439   }
3440   ierr = PetscFree3(pcbddc->benign_p0_lidx,pcbddc->benign_p0_gidx,pcbddc->benign_p0);CHKERRQ(ierr);
3441   PetscFunctionReturn(0);
3442 }
3443 
3444 PetscErrorCode PCBDDCSetUpLocalWorkVectors(PC pc)
3445 {
3446   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3447   PC_IS          *pcis = (PC_IS*)pc->data;
3448   VecType        impVecType;
3449   PetscInt       n_constraints,n_R,old_size;
3450   PetscErrorCode ierr;
3451 
3452   PetscFunctionBegin;
3453   n_constraints = pcbddc->local_primal_size - pcbddc->benign_n - pcbddc->n_vertices;
3454   n_R = pcis->n - pcbddc->n_vertices;
3455   ierr = VecGetType(pcis->vec1_N,&impVecType);CHKERRQ(ierr);
3456   /* local work vectors (try to avoid unneeded work)*/
3457   /* R nodes */
3458   old_size = -1;
3459   if (pcbddc->vec1_R) {
3460     ierr = VecGetSize(pcbddc->vec1_R,&old_size);CHKERRQ(ierr);
3461   }
3462   if (n_R != old_size) {
3463     ierr = VecDestroy(&pcbddc->vec1_R);CHKERRQ(ierr);
3464     ierr = VecDestroy(&pcbddc->vec2_R);CHKERRQ(ierr);
3465     ierr = VecCreate(PetscObjectComm((PetscObject)pcis->vec1_N),&pcbddc->vec1_R);CHKERRQ(ierr);
3466     ierr = VecSetSizes(pcbddc->vec1_R,PETSC_DECIDE,n_R);CHKERRQ(ierr);
3467     ierr = VecSetType(pcbddc->vec1_R,impVecType);CHKERRQ(ierr);
3468     ierr = VecDuplicate(pcbddc->vec1_R,&pcbddc->vec2_R);CHKERRQ(ierr);
3469   }
3470   /* local primal dofs */
3471   old_size = -1;
3472   if (pcbddc->vec1_P) {
3473     ierr = VecGetSize(pcbddc->vec1_P,&old_size);CHKERRQ(ierr);
3474   }
3475   if (pcbddc->local_primal_size != old_size) {
3476     ierr = VecDestroy(&pcbddc->vec1_P);CHKERRQ(ierr);
3477     ierr = VecCreate(PetscObjectComm((PetscObject)pcis->vec1_N),&pcbddc->vec1_P);CHKERRQ(ierr);
3478     ierr = VecSetSizes(pcbddc->vec1_P,PETSC_DECIDE,pcbddc->local_primal_size);CHKERRQ(ierr);
3479     ierr = VecSetType(pcbddc->vec1_P,impVecType);CHKERRQ(ierr);
3480   }
3481   /* local explicit constraints */
3482   old_size = -1;
3483   if (pcbddc->vec1_C) {
3484     ierr = VecGetSize(pcbddc->vec1_C,&old_size);CHKERRQ(ierr);
3485   }
3486   if (n_constraints && n_constraints != old_size) {
3487     ierr = VecDestroy(&pcbddc->vec1_C);CHKERRQ(ierr);
3488     ierr = VecCreate(PetscObjectComm((PetscObject)pcis->vec1_N),&pcbddc->vec1_C);CHKERRQ(ierr);
3489     ierr = VecSetSizes(pcbddc->vec1_C,PETSC_DECIDE,n_constraints);CHKERRQ(ierr);
3490     ierr = VecSetType(pcbddc->vec1_C,impVecType);CHKERRQ(ierr);
3491   }
3492   PetscFunctionReturn(0);
3493 }
3494 
3495 PetscErrorCode PCBDDCSetUpCorrection(PC pc, PetscScalar **coarse_submat_vals_n)
3496 {
3497   PetscErrorCode  ierr;
3498   /* pointers to pcis and pcbddc */
3499   PC_IS*          pcis = (PC_IS*)pc->data;
3500   PC_BDDC*        pcbddc = (PC_BDDC*)pc->data;
3501   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
3502   /* submatrices of local problem */
3503   Mat             A_RV,A_VR,A_VV,local_auxmat2_R;
3504   /* submatrices of local coarse problem */
3505   Mat             S_VV,S_CV,S_VC,S_CC;
3506   /* working matrices */
3507   Mat             C_CR;
3508   /* additional working stuff */
3509   PC              pc_R;
3510   Mat             F,Brhs = NULL;
3511   Vec             dummy_vec;
3512   PetscBool       isLU,isCHOL,isILU,need_benign_correction,sparserhs;
3513   PetscScalar     *coarse_submat_vals; /* TODO: use a PETSc matrix */
3514   PetscScalar     *work;
3515   PetscInt        *idx_V_B;
3516   PetscInt        lda_rhs,n,n_vertices,n_constraints,*p0_lidx_I;
3517   PetscInt        i,n_R,n_D,n_B;
3518 
3519   /* some shortcuts to scalars */
3520   PetscScalar     one=1.0,m_one=-1.0;
3521 
3522   PetscFunctionBegin;
3523   if (!pcbddc->symmetric_primal && pcbddc->benign_n) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Non-symmetric primal basis computation with benign trick not yet implemented");
3524 
3525   /* Set Non-overlapping dimensions */
3526   n_vertices = pcbddc->n_vertices;
3527   n_constraints = pcbddc->local_primal_size - pcbddc->benign_n - n_vertices;
3528   n_B = pcis->n_B;
3529   n_D = pcis->n - n_B;
3530   n_R = pcis->n - n_vertices;
3531 
3532   /* vertices in boundary numbering */
3533   ierr = PetscMalloc1(n_vertices,&idx_V_B);CHKERRQ(ierr);
3534   ierr = ISGlobalToLocalMappingApply(pcis->BtoNmap,IS_GTOLM_DROP,n_vertices,pcbddc->local_primal_ref_node,&i,idx_V_B);CHKERRQ(ierr);
3535   if (i != n_vertices) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error in boundary numbering for BDDC vertices! %D != %D\n",n_vertices,i);
3536 
3537   /* Subdomain contribution (Non-overlapping) to coarse matrix  */
3538   ierr = PetscCalloc1(pcbddc->local_primal_size*pcbddc->local_primal_size,&coarse_submat_vals);CHKERRQ(ierr);
3539   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_vertices,n_vertices,coarse_submat_vals,&S_VV);CHKERRQ(ierr);
3540   ierr = MatSeqDenseSetLDA(S_VV,pcbddc->local_primal_size);CHKERRQ(ierr);
3541   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_constraints,n_vertices,coarse_submat_vals+n_vertices,&S_CV);CHKERRQ(ierr);
3542   ierr = MatSeqDenseSetLDA(S_CV,pcbddc->local_primal_size);CHKERRQ(ierr);
3543   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_vertices,n_constraints,coarse_submat_vals+pcbddc->local_primal_size*n_vertices,&S_VC);CHKERRQ(ierr);
3544   ierr = MatSeqDenseSetLDA(S_VC,pcbddc->local_primal_size);CHKERRQ(ierr);
3545   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_constraints,n_constraints,coarse_submat_vals+(pcbddc->local_primal_size+1)*n_vertices,&S_CC);CHKERRQ(ierr);
3546   ierr = MatSeqDenseSetLDA(S_CC,pcbddc->local_primal_size);CHKERRQ(ierr);
3547 
3548   /* determine if can use MatSolve routines instead of calling KSPSolve on ksp_R */
3549   ierr = KSPGetPC(pcbddc->ksp_R,&pc_R);CHKERRQ(ierr);
3550   ierr = PetscObjectTypeCompare((PetscObject)pc_R,PCLU,&isLU);CHKERRQ(ierr);
3551   ierr = PetscObjectTypeCompare((PetscObject)pc_R,PCILU,&isILU);CHKERRQ(ierr);
3552   ierr = PetscObjectTypeCompare((PetscObject)pc_R,PCCHOLESKY,&isCHOL);CHKERRQ(ierr);
3553   lda_rhs = n_R;
3554   need_benign_correction = PETSC_FALSE;
3555   if (isLU || isILU || isCHOL) {
3556     ierr = PCFactorGetMatrix(pc_R,&F);CHKERRQ(ierr);
3557   } else if (sub_schurs && sub_schurs->reuse_solver) {
3558     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3559     MatFactorType      type;
3560 
3561     F = reuse_solver->F;
3562     ierr = MatGetFactorType(F,&type);CHKERRQ(ierr);
3563     if (type == MAT_FACTOR_CHOLESKY) isCHOL = PETSC_TRUE;
3564     ierr = MatGetSize(F,&lda_rhs,NULL);CHKERRQ(ierr);
3565     need_benign_correction = (PetscBool)(!!reuse_solver->benign_n);
3566   } else {
3567     F = NULL;
3568   }
3569 
3570   /* determine if we can use a sparse right-hand side */
3571   sparserhs = PETSC_FALSE;
3572   if (F) {
3573     MatSolverType solver;
3574 
3575     ierr = MatFactorGetSolverType(F,&solver);CHKERRQ(ierr);
3576     ierr = PetscStrcmp(solver,MATSOLVERMUMPS,&sparserhs);CHKERRQ(ierr);
3577   }
3578 
3579   /* allocate workspace */
3580   n = 0;
3581   if (n_constraints) {
3582     n += lda_rhs*n_constraints;
3583   }
3584   if (n_vertices) {
3585     n = PetscMax(2*lda_rhs*n_vertices,n);
3586     n = PetscMax((lda_rhs+n_B)*n_vertices,n);
3587   }
3588   if (!pcbddc->symmetric_primal) {
3589     n = PetscMax(2*lda_rhs*pcbddc->local_primal_size,n);
3590   }
3591   ierr = PetscMalloc1(n,&work);CHKERRQ(ierr);
3592 
3593   /* create dummy vector to modify rhs and sol of MatMatSolve (work array will never be used) */
3594   dummy_vec = NULL;
3595   if (need_benign_correction && lda_rhs != n_R && F) {
3596     ierr = VecCreateSeqWithArray(PETSC_COMM_SELF,1,lda_rhs,work,&dummy_vec);CHKERRQ(ierr);
3597   }
3598 
3599   /* Precompute stuffs needed for preprocessing and application of BDDC*/
3600   if (n_constraints) {
3601     Mat         M1,M2,M3,C_B;
3602     IS          is_aux;
3603     PetscScalar *array,*array2;
3604 
3605     ierr = MatDestroy(&pcbddc->local_auxmat1);CHKERRQ(ierr);
3606     ierr = MatDestroy(&pcbddc->local_auxmat2);CHKERRQ(ierr);
3607 
3608     /* Extract constraints on R nodes: C_{CR}  */
3609     ierr = ISCreateStride(PETSC_COMM_SELF,n_constraints,n_vertices,1,&is_aux);CHKERRQ(ierr);
3610     ierr = MatCreateSubMatrix(pcbddc->ConstraintMatrix,is_aux,pcbddc->is_R_local,MAT_INITIAL_MATRIX,&C_CR);CHKERRQ(ierr);
3611     ierr = MatCreateSubMatrix(pcbddc->ConstraintMatrix,is_aux,pcis->is_B_local,MAT_INITIAL_MATRIX,&C_B);CHKERRQ(ierr);
3612 
3613     /* Assemble         local_auxmat2_R =        (- A_{RR}^{-1} C^T_{CR}) needed by BDDC setup */
3614     /* Assemble pcbddc->local_auxmat2   = R_to_B (- A_{RR}^{-1} C^T_{CR}) needed by BDDC application */
3615     if (!sparserhs) {
3616       ierr = PetscMemzero(work,lda_rhs*n_constraints*sizeof(PetscScalar));CHKERRQ(ierr);
3617       for (i=0;i<n_constraints;i++) {
3618         const PetscScalar *row_cmat_values;
3619         const PetscInt    *row_cmat_indices;
3620         PetscInt          size_of_constraint,j;
3621 
3622         ierr = MatGetRow(C_CR,i,&size_of_constraint,&row_cmat_indices,&row_cmat_values);CHKERRQ(ierr);
3623         for (j=0;j<size_of_constraint;j++) {
3624           work[row_cmat_indices[j]+i*lda_rhs] = -row_cmat_values[j];
3625         }
3626         ierr = MatRestoreRow(C_CR,i,&size_of_constraint,&row_cmat_indices,&row_cmat_values);CHKERRQ(ierr);
3627       }
3628       ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_constraints,work,&Brhs);CHKERRQ(ierr);
3629     } else {
3630       Mat tC_CR;
3631 
3632       ierr = MatScale(C_CR,-1.0);CHKERRQ(ierr);
3633       if (lda_rhs != n_R) {
3634         PetscScalar *aa;
3635         PetscInt    r,*ii,*jj;
3636         PetscBool   done;
3637 
3638         ierr = MatGetRowIJ(C_CR,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
3639         if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"GetRowIJ failed");
3640         ierr = MatSeqAIJGetArray(C_CR,&aa);CHKERRQ(ierr);
3641         ierr = MatCreateSeqAIJWithArrays(PETSC_COMM_SELF,n_constraints,lda_rhs,ii,jj,aa,&tC_CR);CHKERRQ(ierr);
3642         ierr = MatRestoreRowIJ(C_CR,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
3643         if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"RestoreRowIJ failed");
3644       } else {
3645         ierr  = PetscObjectReference((PetscObject)C_CR);CHKERRQ(ierr);
3646         tC_CR = C_CR;
3647       }
3648       ierr = MatCreateTranspose(tC_CR,&Brhs);CHKERRQ(ierr);
3649       ierr = MatDestroy(&tC_CR);CHKERRQ(ierr);
3650     }
3651     ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_constraints,NULL,&local_auxmat2_R);CHKERRQ(ierr);
3652     if (F) {
3653       if (need_benign_correction) {
3654         PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3655 
3656         /* rhs is already zero on interior dofs, no need to change the rhs */
3657         ierr = PetscMemzero(reuse_solver->benign_save_vals,pcbddc->benign_n*sizeof(PetscScalar));CHKERRQ(ierr);
3658       }
3659       ierr = MatMatSolve(F,Brhs,local_auxmat2_R);CHKERRQ(ierr);
3660       if (need_benign_correction) {
3661         PetscScalar        *marr;
3662         PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3663 
3664         ierr = MatDenseGetArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
3665         if (lda_rhs != n_R) {
3666           for (i=0;i<n_constraints;i++) {
3667             ierr = VecPlaceArray(dummy_vec,marr+i*lda_rhs);CHKERRQ(ierr);
3668             ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,dummy_vec,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
3669             ierr = VecResetArray(dummy_vec);CHKERRQ(ierr);
3670           }
3671         } else {
3672           for (i=0;i<n_constraints;i++) {
3673             ierr = VecPlaceArray(pcbddc->vec1_R,marr+i*lda_rhs);CHKERRQ(ierr);
3674             ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,pcbddc->vec1_R,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
3675             ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3676           }
3677         }
3678         ierr = MatDenseRestoreArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
3679       }
3680     } else {
3681       PetscScalar *marr;
3682 
3683       ierr = MatDenseGetArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
3684       for (i=0;i<n_constraints;i++) {
3685         ierr = VecPlaceArray(pcbddc->vec1_R,work+i*lda_rhs);CHKERRQ(ierr);
3686         ierr = VecPlaceArray(pcbddc->vec2_R,marr+i*lda_rhs);CHKERRQ(ierr);
3687         ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
3688         ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3689         ierr = VecResetArray(pcbddc->vec2_R);CHKERRQ(ierr);
3690       }
3691       ierr = MatDenseRestoreArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
3692     }
3693     if (sparserhs) {
3694       ierr = MatScale(C_CR,-1.0);CHKERRQ(ierr);
3695     }
3696     ierr = MatDestroy(&Brhs);CHKERRQ(ierr);
3697     if (!pcbddc->switch_static) {
3698       ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_B,n_constraints,NULL,&pcbddc->local_auxmat2);CHKERRQ(ierr);
3699       ierr = MatDenseGetArray(pcbddc->local_auxmat2,&array);CHKERRQ(ierr);
3700       ierr = MatDenseGetArray(local_auxmat2_R,&array2);CHKERRQ(ierr);
3701       for (i=0;i<n_constraints;i++) {
3702         ierr = VecPlaceArray(pcbddc->vec1_R,array2+i*lda_rhs);CHKERRQ(ierr);
3703         ierr = VecPlaceArray(pcis->vec1_B,array+i*n_B);CHKERRQ(ierr);
3704         ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
3705         ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
3706         ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
3707         ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3708       }
3709       ierr = MatDenseRestoreArray(local_auxmat2_R,&array2);CHKERRQ(ierr);
3710       ierr = MatDenseRestoreArray(pcbddc->local_auxmat2,&array);CHKERRQ(ierr);
3711       ierr = MatMatMult(C_B,pcbddc->local_auxmat2,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&M3);CHKERRQ(ierr);
3712     } else {
3713       if (lda_rhs != n_R) {
3714         IS dummy;
3715 
3716         ierr = ISCreateStride(PETSC_COMM_SELF,n_R,0,1,&dummy);CHKERRQ(ierr);
3717         ierr = MatCreateSubMatrix(local_auxmat2_R,dummy,NULL,MAT_INITIAL_MATRIX,&pcbddc->local_auxmat2);CHKERRQ(ierr);
3718         ierr = ISDestroy(&dummy);CHKERRQ(ierr);
3719       } else {
3720         ierr = PetscObjectReference((PetscObject)local_auxmat2_R);CHKERRQ(ierr);
3721         pcbddc->local_auxmat2 = local_auxmat2_R;
3722       }
3723       ierr = MatMatMult(C_CR,pcbddc->local_auxmat2,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&M3);CHKERRQ(ierr);
3724     }
3725     ierr = ISDestroy(&is_aux);CHKERRQ(ierr);
3726     /* Assemble explicitly S_CC = ( C_{CR} A_{RR}^{-1} C^T_{CR} )^{-1}  */
3727     ierr = MatScale(M3,m_one);CHKERRQ(ierr);
3728     ierr = MatDuplicate(M3,MAT_DO_NOT_COPY_VALUES,&M1);CHKERRQ(ierr);
3729     ierr = MatDuplicate(M3,MAT_DO_NOT_COPY_VALUES,&M2);CHKERRQ(ierr);
3730     if (isCHOL) {
3731       ierr = MatCholeskyFactor(M3,NULL,NULL);CHKERRQ(ierr);
3732     } else {
3733       ierr = MatLUFactor(M3,NULL,NULL,NULL);CHKERRQ(ierr);
3734     }
3735     ierr = VecSet(pcbddc->vec1_C,one);CHKERRQ(ierr);
3736     ierr = MatDiagonalSet(M2,pcbddc->vec1_C,INSERT_VALUES);CHKERRQ(ierr);
3737     ierr = MatMatSolve(M3,M2,M1);CHKERRQ(ierr);
3738     ierr = MatDestroy(&M2);CHKERRQ(ierr);
3739     ierr = MatDestroy(&M3);CHKERRQ(ierr);
3740     /* Assemble local_auxmat1 = S_CC*C_{CB} needed by BDDC application in KSP and in preproc */
3741     ierr = MatMatMult(M1,C_B,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&pcbddc->local_auxmat1);CHKERRQ(ierr);
3742     ierr = MatDestroy(&C_B);CHKERRQ(ierr);
3743     ierr = MatCopy(M1,S_CC,SAME_NONZERO_PATTERN);CHKERRQ(ierr); /* S_CC can have a different LDA, MatMatSolve doesn't support it */
3744     ierr = MatDestroy(&M1);CHKERRQ(ierr);
3745   }
3746 
3747   /* Get submatrices from subdomain matrix */
3748   if (n_vertices) {
3749     IS        is_aux;
3750     PetscBool isseqaij;
3751 
3752     if (sub_schurs && sub_schurs->reuse_solver) { /* is_R_local is not sorted, ISComplement doesn't like it */
3753       IS tis;
3754 
3755       ierr = ISDuplicate(pcbddc->is_R_local,&tis);CHKERRQ(ierr);
3756       ierr = ISSort(tis);CHKERRQ(ierr);
3757       ierr = ISComplement(tis,0,pcis->n,&is_aux);CHKERRQ(ierr);
3758       ierr = ISDestroy(&tis);CHKERRQ(ierr);
3759     } else {
3760       ierr = ISComplement(pcbddc->is_R_local,0,pcis->n,&is_aux);CHKERRQ(ierr);
3761     }
3762     ierr = MatCreateSubMatrix(pcbddc->local_mat,pcbddc->is_R_local,is_aux,MAT_INITIAL_MATRIX,&A_RV);CHKERRQ(ierr);
3763     ierr = MatCreateSubMatrix(pcbddc->local_mat,is_aux,pcbddc->is_R_local,MAT_INITIAL_MATRIX,&A_VR);CHKERRQ(ierr);
3764     ierr = PetscObjectTypeCompare((PetscObject)A_VR,MATSEQAIJ,&isseqaij);CHKERRQ(ierr);
3765     if (!isseqaij) { /* MatMatMult(A_VR,A_RRmA_RV) below will raise an error */
3766       ierr = MatConvert(A_VR,MATSEQAIJ,MAT_INPLACE_MATRIX,&A_VR);CHKERRQ(ierr);
3767     }
3768     ierr = MatCreateSubMatrix(pcbddc->local_mat,is_aux,is_aux,MAT_INITIAL_MATRIX,&A_VV);CHKERRQ(ierr);
3769     ierr = ISDestroy(&is_aux);CHKERRQ(ierr);
3770   }
3771 
3772   /* Matrix of coarse basis functions (local) */
3773   if (pcbddc->coarse_phi_B) {
3774     PetscInt on_B,on_primal,on_D=n_D;
3775     if (pcbddc->coarse_phi_D) {
3776       ierr = MatGetSize(pcbddc->coarse_phi_D,&on_D,NULL);CHKERRQ(ierr);
3777     }
3778     ierr = MatGetSize(pcbddc->coarse_phi_B,&on_B,&on_primal);CHKERRQ(ierr);
3779     if (on_B != n_B || on_primal != pcbddc->local_primal_size || on_D != n_D) {
3780       PetscScalar *marray;
3781 
3782       ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&marray);CHKERRQ(ierr);
3783       ierr = PetscFree(marray);CHKERRQ(ierr);
3784       ierr = MatDestroy(&pcbddc->coarse_phi_B);CHKERRQ(ierr);
3785       ierr = MatDestroy(&pcbddc->coarse_psi_B);CHKERRQ(ierr);
3786       ierr = MatDestroy(&pcbddc->coarse_phi_D);CHKERRQ(ierr);
3787       ierr = MatDestroy(&pcbddc->coarse_psi_D);CHKERRQ(ierr);
3788     }
3789   }
3790 
3791   if (!pcbddc->coarse_phi_B) {
3792     PetscScalar *marr;
3793 
3794     /* memory size */
3795     n = n_B*pcbddc->local_primal_size;
3796     if (pcbddc->switch_static || pcbddc->dbg_flag) n += n_D*pcbddc->local_primal_size;
3797     if (!pcbddc->symmetric_primal) n *= 2;
3798     ierr  = PetscCalloc1(n,&marr);CHKERRQ(ierr);
3799     ierr  = MatCreateSeqDense(PETSC_COMM_SELF,n_B,pcbddc->local_primal_size,marr,&pcbddc->coarse_phi_B);CHKERRQ(ierr);
3800     marr += n_B*pcbddc->local_primal_size;
3801     if (pcbddc->switch_static || pcbddc->dbg_flag) {
3802       ierr  = MatCreateSeqDense(PETSC_COMM_SELF,n_D,pcbddc->local_primal_size,marr,&pcbddc->coarse_phi_D);CHKERRQ(ierr);
3803       marr += n_D*pcbddc->local_primal_size;
3804     }
3805     if (!pcbddc->symmetric_primal) {
3806       ierr  = MatCreateSeqDense(PETSC_COMM_SELF,n_B,pcbddc->local_primal_size,marr,&pcbddc->coarse_psi_B);CHKERRQ(ierr);
3807       marr += n_B*pcbddc->local_primal_size;
3808       if (pcbddc->switch_static || pcbddc->dbg_flag) {
3809         ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_D,pcbddc->local_primal_size,marr,&pcbddc->coarse_psi_D);CHKERRQ(ierr);
3810       }
3811     } else {
3812       ierr = PetscObjectReference((PetscObject)pcbddc->coarse_phi_B);CHKERRQ(ierr);
3813       pcbddc->coarse_psi_B = pcbddc->coarse_phi_B;
3814       if (pcbddc->switch_static || pcbddc->dbg_flag) {
3815         ierr = PetscObjectReference((PetscObject)pcbddc->coarse_phi_D);CHKERRQ(ierr);
3816         pcbddc->coarse_psi_D = pcbddc->coarse_phi_D;
3817       }
3818     }
3819   }
3820 
3821   /* We are now ready to evaluate coarse basis functions and subdomain contribution to coarse problem */
3822   p0_lidx_I = NULL;
3823   if (pcbddc->benign_n && (pcbddc->switch_static || pcbddc->dbg_flag)) {
3824     const PetscInt *idxs;
3825 
3826     ierr = ISGetIndices(pcis->is_I_local,&idxs);CHKERRQ(ierr);
3827     ierr = PetscMalloc1(pcbddc->benign_n,&p0_lidx_I);CHKERRQ(ierr);
3828     for (i=0;i<pcbddc->benign_n;i++) {
3829       ierr = PetscFindInt(pcbddc->benign_p0_lidx[i],pcis->n-pcis->n_B,idxs,&p0_lidx_I[i]);CHKERRQ(ierr);
3830     }
3831     ierr = ISRestoreIndices(pcis->is_I_local,&idxs);CHKERRQ(ierr);
3832   }
3833 
3834   /* vertices */
3835   if (n_vertices) {
3836     PetscBool restoreavr = PETSC_FALSE;
3837 
3838     ierr = MatConvert(A_VV,MATDENSE,MAT_INPLACE_MATRIX,&A_VV);CHKERRQ(ierr);
3839 
3840     if (n_R) {
3841       Mat          A_RRmA_RV,A_RV_bcorr=NULL,S_VVt; /* S_VVt with LDA=N */
3842       PetscBLASInt B_N,B_one = 1;
3843       PetscScalar  *x,*y;
3844 
3845       ierr = MatScale(A_RV,m_one);CHKERRQ(ierr);
3846       if (need_benign_correction) {
3847         ISLocalToGlobalMapping RtoN;
3848         IS                     is_p0;
3849         PetscInt               *idxs_p0,n;
3850 
3851         ierr = PetscMalloc1(pcbddc->benign_n,&idxs_p0);CHKERRQ(ierr);
3852         ierr = ISLocalToGlobalMappingCreateIS(pcbddc->is_R_local,&RtoN);CHKERRQ(ierr);
3853         ierr = ISGlobalToLocalMappingApply(RtoN,IS_GTOLM_DROP,pcbddc->benign_n,pcbddc->benign_p0_lidx,&n,idxs_p0);CHKERRQ(ierr);
3854         if (n != pcbddc->benign_n) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error in R numbering for benign p0! %d != %d\n",n,pcbddc->benign_n);
3855         ierr = ISLocalToGlobalMappingDestroy(&RtoN);CHKERRQ(ierr);
3856         ierr = ISCreateGeneral(PETSC_COMM_SELF,n,idxs_p0,PETSC_OWN_POINTER,&is_p0);CHKERRQ(ierr);
3857         ierr = MatCreateSubMatrix(A_RV,is_p0,NULL,MAT_INITIAL_MATRIX,&A_RV_bcorr);CHKERRQ(ierr);
3858         ierr = ISDestroy(&is_p0);CHKERRQ(ierr);
3859       }
3860 
3861       ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_vertices,work,&A_RRmA_RV);CHKERRQ(ierr);
3862       if (!sparserhs || need_benign_correction) {
3863         if (lda_rhs == n_R) {
3864           ierr = MatConvert(A_RV,MATDENSE,MAT_INPLACE_MATRIX,&A_RV);CHKERRQ(ierr);
3865         } else {
3866           PetscScalar    *av,*array;
3867           const PetscInt *xadj,*adjncy;
3868           PetscInt       n;
3869           PetscBool      flg_row;
3870 
3871           array = work+lda_rhs*n_vertices;
3872           ierr = PetscMemzero(array,lda_rhs*n_vertices*sizeof(PetscScalar));CHKERRQ(ierr);
3873           ierr = MatConvert(A_RV,MATSEQAIJ,MAT_INPLACE_MATRIX,&A_RV);CHKERRQ(ierr);
3874           ierr = MatGetRowIJ(A_RV,0,PETSC_FALSE,PETSC_FALSE,&n,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
3875           ierr = MatSeqAIJGetArray(A_RV,&av);CHKERRQ(ierr);
3876           for (i=0;i<n;i++) {
3877             PetscInt j;
3878             for (j=xadj[i];j<xadj[i+1];j++) array[lda_rhs*adjncy[j]+i] = av[j];
3879           }
3880           ierr = MatRestoreRowIJ(A_RV,0,PETSC_FALSE,PETSC_FALSE,&n,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
3881           ierr = MatDestroy(&A_RV);CHKERRQ(ierr);
3882           ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_vertices,array,&A_RV);CHKERRQ(ierr);
3883         }
3884         if (need_benign_correction) {
3885           PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3886           PetscScalar        *marr;
3887 
3888           ierr = MatDenseGetArray(A_RV,&marr);CHKERRQ(ierr);
3889           /* need \Phi^T A_RV = (I+L)A_RV, L given by
3890 
3891                  | 0 0  0 | (V)
3892              L = | 0 0 -1 | (P-p0)
3893                  | 0 0 -1 | (p0)
3894 
3895           */
3896           for (i=0;i<reuse_solver->benign_n;i++) {
3897             const PetscScalar *vals;
3898             const PetscInt    *idxs,*idxs_zero;
3899             PetscInt          n,j,nz;
3900 
3901             ierr = ISGetLocalSize(reuse_solver->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
3902             ierr = ISGetIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
3903             ierr = MatGetRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
3904             for (j=0;j<n;j++) {
3905               PetscScalar val = vals[j];
3906               PetscInt    k,col = idxs[j];
3907               for (k=0;k<nz;k++) marr[idxs_zero[k]+lda_rhs*col] -= val;
3908             }
3909             ierr = MatRestoreRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
3910             ierr = ISRestoreIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
3911           }
3912           ierr = MatDenseRestoreArray(A_RV,&marr);CHKERRQ(ierr);
3913         }
3914         ierr = PetscObjectReference((PetscObject)A_RV);CHKERRQ(ierr);
3915         Brhs = A_RV;
3916       } else {
3917         Mat tA_RVT,A_RVT;
3918 
3919         if (!pcbddc->symmetric_primal) {
3920           ierr = MatTranspose(A_RV,MAT_INITIAL_MATRIX,&A_RVT);CHKERRQ(ierr);
3921         } else {
3922           restoreavr = PETSC_TRUE;
3923           ierr  = MatScale(A_VR,-1.0);CHKERRQ(ierr);
3924           ierr  = PetscObjectReference((PetscObject)A_VR);CHKERRQ(ierr);
3925           A_RVT = A_VR;
3926         }
3927         if (lda_rhs != n_R) {
3928           PetscScalar *aa;
3929           PetscInt    r,*ii,*jj;
3930           PetscBool   done;
3931 
3932           ierr = MatGetRowIJ(A_RVT,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
3933           if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"GetRowIJ failed");
3934           ierr = MatSeqAIJGetArray(A_RVT,&aa);CHKERRQ(ierr);
3935           ierr = MatCreateSeqAIJWithArrays(PETSC_COMM_SELF,n_vertices,lda_rhs,ii,jj,aa,&tA_RVT);CHKERRQ(ierr);
3936           ierr = MatRestoreRowIJ(A_RVT,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
3937           if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"RestoreRowIJ failed");
3938         } else {
3939           ierr   = PetscObjectReference((PetscObject)A_RVT);CHKERRQ(ierr);
3940           tA_RVT = A_RVT;
3941         }
3942         ierr = MatCreateTranspose(tA_RVT,&Brhs);CHKERRQ(ierr);
3943         ierr = MatDestroy(&tA_RVT);CHKERRQ(ierr);
3944         ierr = MatDestroy(&A_RVT);CHKERRQ(ierr);
3945       }
3946       if (F) {
3947         /* need to correct the rhs */
3948         if (need_benign_correction) {
3949           PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3950           PetscScalar        *marr;
3951 
3952           ierr = MatDenseGetArray(Brhs,&marr);CHKERRQ(ierr);
3953           if (lda_rhs != n_R) {
3954             for (i=0;i<n_vertices;i++) {
3955               ierr = VecPlaceArray(dummy_vec,marr+i*lda_rhs);CHKERRQ(ierr);
3956               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,dummy_vec,NULL,PETSC_FALSE,PETSC_TRUE);CHKERRQ(ierr);
3957               ierr = VecResetArray(dummy_vec);CHKERRQ(ierr);
3958             }
3959           } else {
3960             for (i=0;i<n_vertices;i++) {
3961               ierr = VecPlaceArray(pcbddc->vec1_R,marr+i*lda_rhs);CHKERRQ(ierr);
3962               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,pcbddc->vec1_R,NULL,PETSC_FALSE,PETSC_TRUE);CHKERRQ(ierr);
3963               ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3964             }
3965           }
3966           ierr = MatDenseRestoreArray(Brhs,&marr);CHKERRQ(ierr);
3967         }
3968         ierr = MatMatSolve(F,Brhs,A_RRmA_RV);CHKERRQ(ierr);
3969         if (restoreavr) {
3970           ierr = MatScale(A_VR,-1.0);CHKERRQ(ierr);
3971         }
3972         /* need to correct the solution */
3973         if (need_benign_correction) {
3974           PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3975           PetscScalar        *marr;
3976 
3977           ierr = MatDenseGetArray(A_RRmA_RV,&marr);CHKERRQ(ierr);
3978           if (lda_rhs != n_R) {
3979             for (i=0;i<n_vertices;i++) {
3980               ierr = VecPlaceArray(dummy_vec,marr+i*lda_rhs);CHKERRQ(ierr);
3981               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,dummy_vec,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
3982               ierr = VecResetArray(dummy_vec);CHKERRQ(ierr);
3983             }
3984           } else {
3985             for (i=0;i<n_vertices;i++) {
3986               ierr = VecPlaceArray(pcbddc->vec1_R,marr+i*lda_rhs);CHKERRQ(ierr);
3987               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,pcbddc->vec1_R,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
3988               ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3989             }
3990           }
3991           ierr = MatDenseRestoreArray(A_RRmA_RV,&marr);CHKERRQ(ierr);
3992         }
3993       } else {
3994         ierr = MatDenseGetArray(Brhs,&y);CHKERRQ(ierr);
3995         for (i=0;i<n_vertices;i++) {
3996           ierr = VecPlaceArray(pcbddc->vec1_R,y+i*lda_rhs);CHKERRQ(ierr);
3997           ierr = VecPlaceArray(pcbddc->vec2_R,work+i*lda_rhs);CHKERRQ(ierr);
3998           ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
3999           ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4000           ierr = VecResetArray(pcbddc->vec2_R);CHKERRQ(ierr);
4001         }
4002         ierr = MatDenseRestoreArray(Brhs,&y);CHKERRQ(ierr);
4003       }
4004       ierr = MatDestroy(&A_RV);CHKERRQ(ierr);
4005       ierr = MatDestroy(&Brhs);CHKERRQ(ierr);
4006       /* S_VV and S_CV */
4007       if (n_constraints) {
4008         Mat B;
4009 
4010         ierr = PetscMemzero(work+lda_rhs*n_vertices,n_B*n_vertices*sizeof(PetscScalar));CHKERRQ(ierr);
4011         for (i=0;i<n_vertices;i++) {
4012           ierr = VecPlaceArray(pcbddc->vec1_R,work+i*lda_rhs);CHKERRQ(ierr);
4013           ierr = VecPlaceArray(pcis->vec1_B,work+lda_rhs*n_vertices+i*n_B);CHKERRQ(ierr);
4014           ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4015           ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4016           ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
4017           ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4018         }
4019         ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_B,n_vertices,work+lda_rhs*n_vertices,&B);CHKERRQ(ierr);
4020         ierr = MatMatMult(pcbddc->local_auxmat1,B,MAT_REUSE_MATRIX,PETSC_DEFAULT,&S_CV);CHKERRQ(ierr);
4021         ierr = MatDestroy(&B);CHKERRQ(ierr);
4022         ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_vertices,work+lda_rhs*n_vertices,&B);CHKERRQ(ierr);
4023         ierr = MatMatMult(local_auxmat2_R,S_CV,MAT_REUSE_MATRIX,PETSC_DEFAULT,&B);CHKERRQ(ierr);
4024         ierr = MatScale(S_CV,m_one);CHKERRQ(ierr);
4025         ierr = PetscBLASIntCast(lda_rhs*n_vertices,&B_N);CHKERRQ(ierr);
4026         PetscStackCallBLAS("BLASaxpy",BLASaxpy_(&B_N,&one,work+lda_rhs*n_vertices,&B_one,work,&B_one));
4027         ierr = MatDestroy(&B);CHKERRQ(ierr);
4028       }
4029       if (lda_rhs != n_R) {
4030         ierr = MatDestroy(&A_RRmA_RV);CHKERRQ(ierr);
4031         ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_R,n_vertices,work,&A_RRmA_RV);CHKERRQ(ierr);
4032         ierr = MatSeqDenseSetLDA(A_RRmA_RV,lda_rhs);CHKERRQ(ierr);
4033       }
4034       ierr = MatMatMult(A_VR,A_RRmA_RV,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&S_VVt);CHKERRQ(ierr);
4035       /* need A_VR * \Phi * A_RRmA_RV = A_VR * (I+L)^T * A_RRmA_RV, L given as before */
4036       if (need_benign_correction) {
4037         PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4038         PetscScalar      *marr,*sums;
4039 
4040         ierr = PetscMalloc1(n_vertices,&sums);CHKERRQ(ierr);
4041         ierr = MatDenseGetArray(S_VVt,&marr);CHKERRQ(ierr);
4042         for (i=0;i<reuse_solver->benign_n;i++) {
4043           const PetscScalar *vals;
4044           const PetscInt    *idxs,*idxs_zero;
4045           PetscInt          n,j,nz;
4046 
4047           ierr = ISGetLocalSize(reuse_solver->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
4048           ierr = ISGetIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
4049           for (j=0;j<n_vertices;j++) {
4050             PetscInt k;
4051             sums[j] = 0.;
4052             for (k=0;k<nz;k++) sums[j] += work[idxs_zero[k]+j*lda_rhs];
4053           }
4054           ierr = MatGetRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
4055           for (j=0;j<n;j++) {
4056             PetscScalar val = vals[j];
4057             PetscInt k;
4058             for (k=0;k<n_vertices;k++) {
4059               marr[idxs[j]+k*n_vertices] += val*sums[k];
4060             }
4061           }
4062           ierr = MatRestoreRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
4063           ierr = ISRestoreIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
4064         }
4065         ierr = PetscFree(sums);CHKERRQ(ierr);
4066         ierr = MatDenseRestoreArray(S_VVt,&marr);CHKERRQ(ierr);
4067         ierr = MatDestroy(&A_RV_bcorr);CHKERRQ(ierr);
4068       }
4069       ierr = MatDestroy(&A_RRmA_RV);CHKERRQ(ierr);
4070       ierr = PetscBLASIntCast(n_vertices*n_vertices,&B_N);CHKERRQ(ierr);
4071       ierr = MatDenseGetArray(A_VV,&x);CHKERRQ(ierr);
4072       ierr = MatDenseGetArray(S_VVt,&y);CHKERRQ(ierr);
4073       PetscStackCallBLAS("BLASaxpy",BLASaxpy_(&B_N,&one,x,&B_one,y,&B_one));
4074       ierr = MatDenseRestoreArray(A_VV,&x);CHKERRQ(ierr);
4075       ierr = MatDenseRestoreArray(S_VVt,&y);CHKERRQ(ierr);
4076       ierr = MatCopy(S_VVt,S_VV,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
4077       ierr = MatDestroy(&S_VVt);CHKERRQ(ierr);
4078     } else {
4079       ierr = MatCopy(A_VV,S_VV,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
4080     }
4081     ierr = MatDestroy(&A_VV);CHKERRQ(ierr);
4082 
4083     /* coarse basis functions */
4084     for (i=0;i<n_vertices;i++) {
4085       PetscScalar *y;
4086 
4087       ierr = VecPlaceArray(pcbddc->vec1_R,work+lda_rhs*i);CHKERRQ(ierr);
4088       ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&y);CHKERRQ(ierr);
4089       ierr = VecPlaceArray(pcis->vec1_B,y+n_B*i);CHKERRQ(ierr);
4090       ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4091       ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4092       y[n_B*i+idx_V_B[i]] = 1.0;
4093       ierr = MatDenseRestoreArray(pcbddc->coarse_phi_B,&y);CHKERRQ(ierr);
4094       ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
4095 
4096       if (pcbddc->switch_static || pcbddc->dbg_flag) {
4097         PetscInt j;
4098 
4099         ierr = MatDenseGetArray(pcbddc->coarse_phi_D,&y);CHKERRQ(ierr);
4100         ierr = VecPlaceArray(pcis->vec1_D,y+n_D*i);CHKERRQ(ierr);
4101         ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4102         ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4103         ierr = VecResetArray(pcis->vec1_D);CHKERRQ(ierr);
4104         for (j=0;j<pcbddc->benign_n;j++) y[n_D*i+p0_lidx_I[j]] = 0.0;
4105         ierr = MatDenseRestoreArray(pcbddc->coarse_phi_D,&y);CHKERRQ(ierr);
4106       }
4107       ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4108     }
4109     /* if n_R == 0 the object is not destroyed */
4110     ierr = MatDestroy(&A_RV);CHKERRQ(ierr);
4111   }
4112   ierr = VecDestroy(&dummy_vec);CHKERRQ(ierr);
4113 
4114   if (n_constraints) {
4115     Mat B;
4116 
4117     ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_constraints,work,&B);CHKERRQ(ierr);
4118     ierr = MatScale(S_CC,m_one);CHKERRQ(ierr);
4119     ierr = MatMatMult(local_auxmat2_R,S_CC,MAT_REUSE_MATRIX,PETSC_DEFAULT,&B);CHKERRQ(ierr);
4120     ierr = MatScale(S_CC,m_one);CHKERRQ(ierr);
4121     if (n_vertices) {
4122       if (isCHOL || need_benign_correction) { /* if we can solve the interior problem with cholesky, we should also be fine with transposing here */
4123         ierr = MatTranspose(S_CV,MAT_REUSE_MATRIX,&S_VC);CHKERRQ(ierr);
4124       } else {
4125         Mat S_VCt;
4126 
4127         if (lda_rhs != n_R) {
4128           ierr = MatDestroy(&B);CHKERRQ(ierr);
4129           ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_R,n_constraints,work,&B);CHKERRQ(ierr);
4130           ierr = MatSeqDenseSetLDA(B,lda_rhs);CHKERRQ(ierr);
4131         }
4132         ierr = MatMatMult(A_VR,B,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&S_VCt);CHKERRQ(ierr);
4133         ierr = MatCopy(S_VCt,S_VC,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
4134         ierr = MatDestroy(&S_VCt);CHKERRQ(ierr);
4135       }
4136     }
4137     ierr = MatDestroy(&B);CHKERRQ(ierr);
4138     /* coarse basis functions */
4139     for (i=0;i<n_constraints;i++) {
4140       PetscScalar *y;
4141 
4142       ierr = VecPlaceArray(pcbddc->vec1_R,work+lda_rhs*i);CHKERRQ(ierr);
4143       ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&y);CHKERRQ(ierr);
4144       ierr = VecPlaceArray(pcis->vec1_B,y+n_B*(i+n_vertices));CHKERRQ(ierr);
4145       ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4146       ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4147       ierr = MatDenseRestoreArray(pcbddc->coarse_phi_B,&y);CHKERRQ(ierr);
4148       ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
4149       if (pcbddc->switch_static || pcbddc->dbg_flag) {
4150         PetscInt j;
4151 
4152         ierr = MatDenseGetArray(pcbddc->coarse_phi_D,&y);CHKERRQ(ierr);
4153         ierr = VecPlaceArray(pcis->vec1_D,y+n_D*(i+n_vertices));CHKERRQ(ierr);
4154         ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4155         ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4156         ierr = VecResetArray(pcis->vec1_D);CHKERRQ(ierr);
4157         for (j=0;j<pcbddc->benign_n;j++) y[n_D*i+p0_lidx_I[j]] = 0.0;
4158         ierr = MatDenseRestoreArray(pcbddc->coarse_phi_D,&y);CHKERRQ(ierr);
4159       }
4160       ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4161     }
4162   }
4163   if (n_constraints) {
4164     ierr = MatDestroy(&local_auxmat2_R);CHKERRQ(ierr);
4165   }
4166   ierr = PetscFree(p0_lidx_I);CHKERRQ(ierr);
4167 
4168   /* coarse matrix entries relative to B_0 */
4169   if (pcbddc->benign_n) {
4170     Mat         B0_B,B0_BPHI;
4171     IS          is_dummy;
4172     PetscScalar *data;
4173     PetscInt    j;
4174 
4175     ierr = ISCreateStride(PETSC_COMM_SELF,pcbddc->benign_n,0,1,&is_dummy);CHKERRQ(ierr);
4176     ierr = MatCreateSubMatrix(pcbddc->benign_B0,is_dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B0_B);CHKERRQ(ierr);
4177     ierr = ISDestroy(&is_dummy);CHKERRQ(ierr);
4178     ierr = MatMatMult(B0_B,pcbddc->coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&B0_BPHI);CHKERRQ(ierr);
4179     ierr = MatConvert(B0_BPHI,MATSEQDENSE,MAT_INPLACE_MATRIX,&B0_BPHI);CHKERRQ(ierr);
4180     ierr = MatDenseGetArray(B0_BPHI,&data);CHKERRQ(ierr);
4181     for (j=0;j<pcbddc->benign_n;j++) {
4182       PetscInt primal_idx = pcbddc->local_primal_size - pcbddc->benign_n + j;
4183       for (i=0;i<pcbddc->local_primal_size;i++) {
4184         coarse_submat_vals[primal_idx*pcbddc->local_primal_size+i] = data[i*pcbddc->benign_n+j];
4185         coarse_submat_vals[i*pcbddc->local_primal_size+primal_idx] = data[i*pcbddc->benign_n+j];
4186       }
4187     }
4188     ierr = MatDenseRestoreArray(B0_BPHI,&data);CHKERRQ(ierr);
4189     ierr = MatDestroy(&B0_B);CHKERRQ(ierr);
4190     ierr = MatDestroy(&B0_BPHI);CHKERRQ(ierr);
4191   }
4192 
4193   /* compute other basis functions for non-symmetric problems */
4194   if (!pcbddc->symmetric_primal) {
4195     Mat         B_V=NULL,B_C=NULL;
4196     PetscScalar *marray;
4197 
4198     if (n_constraints) {
4199       Mat S_CCT,C_CRT;
4200 
4201       ierr = MatTranspose(C_CR,MAT_INITIAL_MATRIX,&C_CRT);CHKERRQ(ierr);
4202       ierr = MatTranspose(S_CC,MAT_INITIAL_MATRIX,&S_CCT);CHKERRQ(ierr);
4203       ierr = MatMatMult(C_CRT,S_CCT,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&B_C);CHKERRQ(ierr);
4204       ierr = MatDestroy(&S_CCT);CHKERRQ(ierr);
4205       if (n_vertices) {
4206         Mat S_VCT;
4207 
4208         ierr = MatTranspose(S_VC,MAT_INITIAL_MATRIX,&S_VCT);CHKERRQ(ierr);
4209         ierr = MatMatMult(C_CRT,S_VCT,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&B_V);CHKERRQ(ierr);
4210         ierr = MatDestroy(&S_VCT);CHKERRQ(ierr);
4211       }
4212       ierr = MatDestroy(&C_CRT);CHKERRQ(ierr);
4213     } else {
4214       ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_R,n_vertices,NULL,&B_V);CHKERRQ(ierr);
4215     }
4216     if (n_vertices && n_R) {
4217       PetscScalar    *av,*marray;
4218       const PetscInt *xadj,*adjncy;
4219       PetscInt       n;
4220       PetscBool      flg_row;
4221 
4222       /* B_V = B_V - A_VR^T */
4223       ierr = MatConvert(A_VR,MATSEQAIJ,MAT_INPLACE_MATRIX,&A_VR);CHKERRQ(ierr);
4224       ierr = MatGetRowIJ(A_VR,0,PETSC_FALSE,PETSC_FALSE,&n,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
4225       ierr = MatSeqAIJGetArray(A_VR,&av);CHKERRQ(ierr);
4226       ierr = MatDenseGetArray(B_V,&marray);CHKERRQ(ierr);
4227       for (i=0;i<n;i++) {
4228         PetscInt j;
4229         for (j=xadj[i];j<xadj[i+1];j++) marray[i*n_R + adjncy[j]] -= av[j];
4230       }
4231       ierr = MatDenseRestoreArray(B_V,&marray);CHKERRQ(ierr);
4232       ierr = MatRestoreRowIJ(A_VR,0,PETSC_FALSE,PETSC_FALSE,&n,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
4233       ierr = MatDestroy(&A_VR);CHKERRQ(ierr);
4234     }
4235 
4236     /* currently there's no support for MatTransposeMatSolve(F,B,X) */
4237     if (n_vertices) {
4238       ierr = MatDenseGetArray(B_V,&marray);CHKERRQ(ierr);
4239       for (i=0;i<n_vertices;i++) {
4240         ierr = VecPlaceArray(pcbddc->vec1_R,marray+i*n_R);CHKERRQ(ierr);
4241         ierr = VecPlaceArray(pcbddc->vec2_R,work+i*n_R);CHKERRQ(ierr);
4242         ierr = KSPSolveTranspose(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
4243         ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4244         ierr = VecResetArray(pcbddc->vec2_R);CHKERRQ(ierr);
4245       }
4246       ierr = MatDenseRestoreArray(B_V,&marray);CHKERRQ(ierr);
4247     }
4248     if (B_C) {
4249       ierr = MatDenseGetArray(B_C,&marray);CHKERRQ(ierr);
4250       for (i=n_vertices;i<n_constraints+n_vertices;i++) {
4251         ierr = VecPlaceArray(pcbddc->vec1_R,marray+(i-n_vertices)*n_R);CHKERRQ(ierr);
4252         ierr = VecPlaceArray(pcbddc->vec2_R,work+i*n_R);CHKERRQ(ierr);
4253         ierr = KSPSolveTranspose(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
4254         ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4255         ierr = VecResetArray(pcbddc->vec2_R);CHKERRQ(ierr);
4256       }
4257       ierr = MatDenseRestoreArray(B_C,&marray);CHKERRQ(ierr);
4258     }
4259     /* coarse basis functions */
4260     for (i=0;i<pcbddc->local_primal_size;i++) {
4261       PetscScalar *y;
4262 
4263       ierr = VecPlaceArray(pcbddc->vec1_R,work+i*n_R);CHKERRQ(ierr);
4264       ierr = MatDenseGetArray(pcbddc->coarse_psi_B,&y);CHKERRQ(ierr);
4265       ierr = VecPlaceArray(pcis->vec1_B,y+n_B*i);CHKERRQ(ierr);
4266       ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4267       ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4268       if (i<n_vertices) {
4269         y[n_B*i+idx_V_B[i]] = 1.0;
4270       }
4271       ierr = MatDenseRestoreArray(pcbddc->coarse_psi_B,&y);CHKERRQ(ierr);
4272       ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
4273 
4274       if (pcbddc->switch_static || pcbddc->dbg_flag) {
4275         ierr = MatDenseGetArray(pcbddc->coarse_psi_D,&y);CHKERRQ(ierr);
4276         ierr = VecPlaceArray(pcis->vec1_D,y+n_D*i);CHKERRQ(ierr);
4277         ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4278         ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4279         ierr = VecResetArray(pcis->vec1_D);CHKERRQ(ierr);
4280         ierr = MatDenseRestoreArray(pcbddc->coarse_psi_D,&y);CHKERRQ(ierr);
4281       }
4282       ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4283     }
4284     ierr = MatDestroy(&B_V);CHKERRQ(ierr);
4285     ierr = MatDestroy(&B_C);CHKERRQ(ierr);
4286   }
4287 
4288   /* free memory */
4289   ierr = PetscFree(idx_V_B);CHKERRQ(ierr);
4290   ierr = MatDestroy(&S_VV);CHKERRQ(ierr);
4291   ierr = MatDestroy(&S_CV);CHKERRQ(ierr);
4292   ierr = MatDestroy(&S_VC);CHKERRQ(ierr);
4293   ierr = MatDestroy(&S_CC);CHKERRQ(ierr);
4294   ierr = PetscFree(work);CHKERRQ(ierr);
4295   if (n_vertices) {
4296     ierr = MatDestroy(&A_VR);CHKERRQ(ierr);
4297   }
4298   if (n_constraints) {
4299     ierr = MatDestroy(&C_CR);CHKERRQ(ierr);
4300   }
4301   /* Checking coarse_sub_mat and coarse basis functios */
4302   /* Symmetric case     : It should be \Phi^{(j)^T} A^{(j)} \Phi^{(j)}=coarse_sub_mat */
4303   /* Non-symmetric case : It should be \Psi^{(j)^T} A^{(j)} \Phi^{(j)}=coarse_sub_mat */
4304   if (pcbddc->dbg_flag) {
4305     Mat         coarse_sub_mat;
4306     Mat         AUXMAT,TM1,TM2,TM3,TM4;
4307     Mat         coarse_phi_D,coarse_phi_B;
4308     Mat         coarse_psi_D,coarse_psi_B;
4309     Mat         A_II,A_BB,A_IB,A_BI;
4310     Mat         C_B,CPHI;
4311     IS          is_dummy;
4312     Vec         mones;
4313     MatType     checkmattype=MATSEQAIJ;
4314     PetscReal   real_value;
4315 
4316     if (pcbddc->benign_n && !pcbddc->benign_change_explicit) {
4317       Mat A;
4318       ierr = PCBDDCBenignProject(pc,NULL,NULL,&A);CHKERRQ(ierr);
4319       ierr = MatCreateSubMatrix(A,pcis->is_I_local,pcis->is_I_local,MAT_INITIAL_MATRIX,&A_II);CHKERRQ(ierr);
4320       ierr = MatCreateSubMatrix(A,pcis->is_I_local,pcis->is_B_local,MAT_INITIAL_MATRIX,&A_IB);CHKERRQ(ierr);
4321       ierr = MatCreateSubMatrix(A,pcis->is_B_local,pcis->is_I_local,MAT_INITIAL_MATRIX,&A_BI);CHKERRQ(ierr);
4322       ierr = MatCreateSubMatrix(A,pcis->is_B_local,pcis->is_B_local,MAT_INITIAL_MATRIX,&A_BB);CHKERRQ(ierr);
4323       ierr = MatDestroy(&A);CHKERRQ(ierr);
4324     } else {
4325       ierr = MatConvert(pcis->A_II,checkmattype,MAT_INITIAL_MATRIX,&A_II);CHKERRQ(ierr);
4326       ierr = MatConvert(pcis->A_IB,checkmattype,MAT_INITIAL_MATRIX,&A_IB);CHKERRQ(ierr);
4327       ierr = MatConvert(pcis->A_BI,checkmattype,MAT_INITIAL_MATRIX,&A_BI);CHKERRQ(ierr);
4328       ierr = MatConvert(pcis->A_BB,checkmattype,MAT_INITIAL_MATRIX,&A_BB);CHKERRQ(ierr);
4329     }
4330     ierr = MatConvert(pcbddc->coarse_phi_D,checkmattype,MAT_INITIAL_MATRIX,&coarse_phi_D);CHKERRQ(ierr);
4331     ierr = MatConvert(pcbddc->coarse_phi_B,checkmattype,MAT_INITIAL_MATRIX,&coarse_phi_B);CHKERRQ(ierr);
4332     if (!pcbddc->symmetric_primal) {
4333       ierr = MatConvert(pcbddc->coarse_psi_D,checkmattype,MAT_INITIAL_MATRIX,&coarse_psi_D);CHKERRQ(ierr);
4334       ierr = MatConvert(pcbddc->coarse_psi_B,checkmattype,MAT_INITIAL_MATRIX,&coarse_psi_B);CHKERRQ(ierr);
4335     }
4336     ierr = MatCreateSeqDense(PETSC_COMM_SELF,pcbddc->local_primal_size,pcbddc->local_primal_size,coarse_submat_vals,&coarse_sub_mat);CHKERRQ(ierr);
4337 
4338     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
4339     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Check coarse sub mat computation (symmetric %d)\n",pcbddc->symmetric_primal);CHKERRQ(ierr);
4340     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
4341     if (!pcbddc->symmetric_primal) {
4342       ierr = MatMatMult(A_II,coarse_phi_D,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4343       ierr = MatTransposeMatMult(coarse_psi_D,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM1);CHKERRQ(ierr);
4344       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4345       ierr = MatMatMult(A_BB,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4346       ierr = MatTransposeMatMult(coarse_psi_B,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM2);CHKERRQ(ierr);
4347       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4348       ierr = MatMatMult(A_IB,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4349       ierr = MatTransposeMatMult(coarse_psi_D,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM3);CHKERRQ(ierr);
4350       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4351       ierr = MatMatMult(A_BI,coarse_phi_D,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4352       ierr = MatTransposeMatMult(coarse_psi_B,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM4);CHKERRQ(ierr);
4353       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4354     } else {
4355       ierr = MatPtAP(A_II,coarse_phi_D,MAT_INITIAL_MATRIX,1.0,&TM1);CHKERRQ(ierr);
4356       ierr = MatPtAP(A_BB,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&TM2);CHKERRQ(ierr);
4357       ierr = MatMatMult(A_IB,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4358       ierr = MatTransposeMatMult(coarse_phi_D,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM3);CHKERRQ(ierr);
4359       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4360       ierr = MatMatMult(A_BI,coarse_phi_D,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4361       ierr = MatTransposeMatMult(coarse_phi_B,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM4);CHKERRQ(ierr);
4362       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4363     }
4364     ierr = MatAXPY(TM1,one,TM2,DIFFERENT_NONZERO_PATTERN);CHKERRQ(ierr);
4365     ierr = MatAXPY(TM1,one,TM3,DIFFERENT_NONZERO_PATTERN);CHKERRQ(ierr);
4366     ierr = MatAXPY(TM1,one,TM4,DIFFERENT_NONZERO_PATTERN);CHKERRQ(ierr);
4367     ierr = MatConvert(TM1,MATSEQDENSE,MAT_INPLACE_MATRIX,&TM1);CHKERRQ(ierr);
4368     if (pcbddc->benign_n) {
4369       Mat         B0_B,B0_BPHI;
4370       PetscScalar *data,*data2;
4371       PetscInt    j;
4372 
4373       ierr = ISCreateStride(PETSC_COMM_SELF,pcbddc->benign_n,0,1,&is_dummy);CHKERRQ(ierr);
4374       ierr = MatCreateSubMatrix(pcbddc->benign_B0,is_dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B0_B);CHKERRQ(ierr);
4375       ierr = MatMatMult(B0_B,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&B0_BPHI);CHKERRQ(ierr);
4376       ierr = MatConvert(B0_BPHI,MATSEQDENSE,MAT_INPLACE_MATRIX,&B0_BPHI);CHKERRQ(ierr);
4377       ierr = MatDenseGetArray(TM1,&data);CHKERRQ(ierr);
4378       ierr = MatDenseGetArray(B0_BPHI,&data2);CHKERRQ(ierr);
4379       for (j=0;j<pcbddc->benign_n;j++) {
4380         PetscInt primal_idx = pcbddc->local_primal_size - pcbddc->benign_n + j;
4381         for (i=0;i<pcbddc->local_primal_size;i++) {
4382           data[primal_idx*pcbddc->local_primal_size+i] += data2[i*pcbddc->benign_n+j];
4383           data[i*pcbddc->local_primal_size+primal_idx] += data2[i*pcbddc->benign_n+j];
4384         }
4385       }
4386       ierr = MatDenseRestoreArray(TM1,&data);CHKERRQ(ierr);
4387       ierr = MatDenseRestoreArray(B0_BPHI,&data2);CHKERRQ(ierr);
4388       ierr = MatDestroy(&B0_B);CHKERRQ(ierr);
4389       ierr = ISDestroy(&is_dummy);CHKERRQ(ierr);
4390       ierr = MatDestroy(&B0_BPHI);CHKERRQ(ierr);
4391     }
4392 #if 0
4393   {
4394     PetscViewer viewer;
4395     char filename[256];
4396     sprintf(filename,"details_local_coarse_mat%d_level%d.m",PetscGlobalRank,pcbddc->current_level);
4397     ierr = PetscViewerASCIIOpen(PETSC_COMM_SELF,filename,&viewer);CHKERRQ(ierr);
4398     ierr = PetscViewerPushFormat(viewer,PETSC_VIEWER_ASCII_MATLAB);CHKERRQ(ierr);
4399     ierr = PetscObjectSetName((PetscObject)coarse_sub_mat,"computed");CHKERRQ(ierr);
4400     ierr = MatView(coarse_sub_mat,viewer);CHKERRQ(ierr);
4401     ierr = PetscObjectSetName((PetscObject)TM1,"projected");CHKERRQ(ierr);
4402     ierr = MatView(TM1,viewer);CHKERRQ(ierr);
4403     if (pcbddc->coarse_phi_B) {
4404       ierr = PetscObjectSetName((PetscObject)pcbddc->coarse_phi_B,"phi_B");CHKERRQ(ierr);
4405       ierr = MatView(pcbddc->coarse_phi_B,viewer);CHKERRQ(ierr);
4406     }
4407     if (pcbddc->coarse_phi_D) {
4408       ierr = PetscObjectSetName((PetscObject)pcbddc->coarse_phi_D,"phi_D");CHKERRQ(ierr);
4409       ierr = MatView(pcbddc->coarse_phi_D,viewer);CHKERRQ(ierr);
4410     }
4411     if (pcbddc->coarse_psi_B) {
4412       ierr = PetscObjectSetName((PetscObject)pcbddc->coarse_psi_B,"psi_B");CHKERRQ(ierr);
4413       ierr = MatView(pcbddc->coarse_psi_B,viewer);CHKERRQ(ierr);
4414     }
4415     if (pcbddc->coarse_psi_D) {
4416       ierr = PetscObjectSetName((PetscObject)pcbddc->coarse_psi_D,"psi_D");CHKERRQ(ierr);
4417       ierr = MatView(pcbddc->coarse_psi_D,viewer);CHKERRQ(ierr);
4418     }
4419     ierr = PetscViewerDestroy(&viewer);CHKERRQ(ierr);
4420   }
4421 #endif
4422     ierr = MatAXPY(TM1,m_one,coarse_sub_mat,DIFFERENT_NONZERO_PATTERN);CHKERRQ(ierr);
4423     ierr = MatNorm(TM1,NORM_FROBENIUS,&real_value);CHKERRQ(ierr);
4424     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
4425     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d          matrix error % 1.14e\n",PetscGlobalRank,real_value);CHKERRQ(ierr);
4426 
4427     /* check constraints */
4428     ierr = ISCreateStride(PETSC_COMM_SELF,pcbddc->local_primal_size-pcbddc->benign_n,0,1,&is_dummy);CHKERRQ(ierr);
4429     ierr = MatCreateSubMatrix(pcbddc->ConstraintMatrix,is_dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&C_B);CHKERRQ(ierr);
4430     if (!pcbddc->benign_n) { /* TODO: add benign case */
4431       ierr = MatMatMult(C_B,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&CPHI);CHKERRQ(ierr);
4432     } else {
4433       PetscScalar *data;
4434       Mat         tmat;
4435       ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&data);CHKERRQ(ierr);
4436       ierr = MatCreateSeqDense(PETSC_COMM_SELF,pcis->n_B,pcbddc->local_primal_size-pcbddc->benign_n,data,&tmat);CHKERRQ(ierr);
4437       ierr = MatDenseRestoreArray(pcbddc->coarse_phi_B,&data);CHKERRQ(ierr);
4438       ierr = MatMatMult(C_B,tmat,MAT_INITIAL_MATRIX,1.0,&CPHI);CHKERRQ(ierr);
4439       ierr = MatDestroy(&tmat);CHKERRQ(ierr);
4440     }
4441     ierr = MatCreateVecs(CPHI,&mones,NULL);CHKERRQ(ierr);
4442     ierr = VecSet(mones,-1.0);CHKERRQ(ierr);
4443     ierr = MatDiagonalSet(CPHI,mones,ADD_VALUES);CHKERRQ(ierr);
4444     ierr = MatNorm(CPHI,NORM_FROBENIUS,&real_value);CHKERRQ(ierr);
4445     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d phi constraints error % 1.14e\n",PetscGlobalRank,real_value);CHKERRQ(ierr);
4446     if (!pcbddc->symmetric_primal) {
4447       ierr = MatMatMult(C_B,coarse_psi_B,MAT_REUSE_MATRIX,1.0,&CPHI);CHKERRQ(ierr);
4448       ierr = VecSet(mones,-1.0);CHKERRQ(ierr);
4449       ierr = MatDiagonalSet(CPHI,mones,ADD_VALUES);CHKERRQ(ierr);
4450       ierr = MatNorm(CPHI,NORM_FROBENIUS,&real_value);CHKERRQ(ierr);
4451       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d psi constraints error % 1.14e\n",PetscGlobalRank,real_value);CHKERRQ(ierr);
4452     }
4453     ierr = MatDestroy(&C_B);CHKERRQ(ierr);
4454     ierr = MatDestroy(&CPHI);CHKERRQ(ierr);
4455     ierr = ISDestroy(&is_dummy);CHKERRQ(ierr);
4456     ierr = VecDestroy(&mones);CHKERRQ(ierr);
4457     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
4458     ierr = MatDestroy(&A_II);CHKERRQ(ierr);
4459     ierr = MatDestroy(&A_BB);CHKERRQ(ierr);
4460     ierr = MatDestroy(&A_IB);CHKERRQ(ierr);
4461     ierr = MatDestroy(&A_BI);CHKERRQ(ierr);
4462     ierr = MatDestroy(&TM1);CHKERRQ(ierr);
4463     ierr = MatDestroy(&TM2);CHKERRQ(ierr);
4464     ierr = MatDestroy(&TM3);CHKERRQ(ierr);
4465     ierr = MatDestroy(&TM4);CHKERRQ(ierr);
4466     ierr = MatDestroy(&coarse_phi_D);CHKERRQ(ierr);
4467     ierr = MatDestroy(&coarse_phi_B);CHKERRQ(ierr);
4468     if (!pcbddc->symmetric_primal) {
4469       ierr = MatDestroy(&coarse_psi_D);CHKERRQ(ierr);
4470       ierr = MatDestroy(&coarse_psi_B);CHKERRQ(ierr);
4471     }
4472     ierr = MatDestroy(&coarse_sub_mat);CHKERRQ(ierr);
4473   }
4474   /* get back data */
4475   *coarse_submat_vals_n = coarse_submat_vals;
4476   PetscFunctionReturn(0);
4477 }
4478 
4479 PetscErrorCode MatCreateSubMatrixUnsorted(Mat A, IS isrow, IS iscol, Mat* B)
4480 {
4481   Mat            *work_mat;
4482   IS             isrow_s,iscol_s;
4483   PetscBool      rsorted,csorted;
4484   PetscInt       rsize,*idxs_perm_r=NULL,csize,*idxs_perm_c=NULL;
4485   PetscErrorCode ierr;
4486 
4487   PetscFunctionBegin;
4488   ierr = ISSorted(isrow,&rsorted);CHKERRQ(ierr);
4489   ierr = ISSorted(iscol,&csorted);CHKERRQ(ierr);
4490   ierr = ISGetLocalSize(isrow,&rsize);CHKERRQ(ierr);
4491   ierr = ISGetLocalSize(iscol,&csize);CHKERRQ(ierr);
4492 
4493   if (!rsorted) {
4494     const PetscInt *idxs;
4495     PetscInt *idxs_sorted,i;
4496 
4497     ierr = PetscMalloc1(rsize,&idxs_perm_r);CHKERRQ(ierr);
4498     ierr = PetscMalloc1(rsize,&idxs_sorted);CHKERRQ(ierr);
4499     for (i=0;i<rsize;i++) {
4500       idxs_perm_r[i] = i;
4501     }
4502     ierr = ISGetIndices(isrow,&idxs);CHKERRQ(ierr);
4503     ierr = PetscSortIntWithPermutation(rsize,idxs,idxs_perm_r);CHKERRQ(ierr);
4504     for (i=0;i<rsize;i++) {
4505       idxs_sorted[i] = idxs[idxs_perm_r[i]];
4506     }
4507     ierr = ISRestoreIndices(isrow,&idxs);CHKERRQ(ierr);
4508     ierr = ISCreateGeneral(PETSC_COMM_SELF,rsize,idxs_sorted,PETSC_OWN_POINTER,&isrow_s);CHKERRQ(ierr);
4509   } else {
4510     ierr = PetscObjectReference((PetscObject)isrow);CHKERRQ(ierr);
4511     isrow_s = isrow;
4512   }
4513 
4514   if (!csorted) {
4515     if (isrow == iscol) {
4516       ierr = PetscObjectReference((PetscObject)isrow_s);CHKERRQ(ierr);
4517       iscol_s = isrow_s;
4518     } else {
4519       const PetscInt *idxs;
4520       PetscInt       *idxs_sorted,i;
4521 
4522       ierr = PetscMalloc1(csize,&idxs_perm_c);CHKERRQ(ierr);
4523       ierr = PetscMalloc1(csize,&idxs_sorted);CHKERRQ(ierr);
4524       for (i=0;i<csize;i++) {
4525         idxs_perm_c[i] = i;
4526       }
4527       ierr = ISGetIndices(iscol,&idxs);CHKERRQ(ierr);
4528       ierr = PetscSortIntWithPermutation(csize,idxs,idxs_perm_c);CHKERRQ(ierr);
4529       for (i=0;i<csize;i++) {
4530         idxs_sorted[i] = idxs[idxs_perm_c[i]];
4531       }
4532       ierr = ISRestoreIndices(iscol,&idxs);CHKERRQ(ierr);
4533       ierr = ISCreateGeneral(PETSC_COMM_SELF,csize,idxs_sorted,PETSC_OWN_POINTER,&iscol_s);CHKERRQ(ierr);
4534     }
4535   } else {
4536     ierr = PetscObjectReference((PetscObject)iscol);CHKERRQ(ierr);
4537     iscol_s = iscol;
4538   }
4539 
4540   ierr = MatCreateSubMatrices(A,1,&isrow_s,&iscol_s,MAT_INITIAL_MATRIX,&work_mat);CHKERRQ(ierr);
4541 
4542   if (!rsorted || !csorted) {
4543     Mat      new_mat;
4544     IS       is_perm_r,is_perm_c;
4545 
4546     if (!rsorted) {
4547       PetscInt *idxs_r,i;
4548       ierr = PetscMalloc1(rsize,&idxs_r);CHKERRQ(ierr);
4549       for (i=0;i<rsize;i++) {
4550         idxs_r[idxs_perm_r[i]] = i;
4551       }
4552       ierr = PetscFree(idxs_perm_r);CHKERRQ(ierr);
4553       ierr = ISCreateGeneral(PETSC_COMM_SELF,rsize,idxs_r,PETSC_OWN_POINTER,&is_perm_r);CHKERRQ(ierr);
4554     } else {
4555       ierr = ISCreateStride(PETSC_COMM_SELF,rsize,0,1,&is_perm_r);CHKERRQ(ierr);
4556     }
4557     ierr = ISSetPermutation(is_perm_r);CHKERRQ(ierr);
4558 
4559     if (!csorted) {
4560       if (isrow_s == iscol_s) {
4561         ierr = PetscObjectReference((PetscObject)is_perm_r);CHKERRQ(ierr);
4562         is_perm_c = is_perm_r;
4563       } else {
4564         PetscInt *idxs_c,i;
4565         if (!idxs_perm_c) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Permutation array not present");
4566         ierr = PetscMalloc1(csize,&idxs_c);CHKERRQ(ierr);
4567         for (i=0;i<csize;i++) {
4568           idxs_c[idxs_perm_c[i]] = i;
4569         }
4570         ierr = PetscFree(idxs_perm_c);CHKERRQ(ierr);
4571         ierr = ISCreateGeneral(PETSC_COMM_SELF,csize,idxs_c,PETSC_OWN_POINTER,&is_perm_c);CHKERRQ(ierr);
4572       }
4573     } else {
4574       ierr = ISCreateStride(PETSC_COMM_SELF,csize,0,1,&is_perm_c);CHKERRQ(ierr);
4575     }
4576     ierr = ISSetPermutation(is_perm_c);CHKERRQ(ierr);
4577 
4578     ierr = MatPermute(work_mat[0],is_perm_r,is_perm_c,&new_mat);CHKERRQ(ierr);
4579     ierr = MatDestroy(&work_mat[0]);CHKERRQ(ierr);
4580     work_mat[0] = new_mat;
4581     ierr = ISDestroy(&is_perm_r);CHKERRQ(ierr);
4582     ierr = ISDestroy(&is_perm_c);CHKERRQ(ierr);
4583   }
4584 
4585   ierr = PetscObjectReference((PetscObject)work_mat[0]);CHKERRQ(ierr);
4586   *B = work_mat[0];
4587   ierr = MatDestroyMatrices(1,&work_mat);CHKERRQ(ierr);
4588   ierr = ISDestroy(&isrow_s);CHKERRQ(ierr);
4589   ierr = ISDestroy(&iscol_s);CHKERRQ(ierr);
4590   PetscFunctionReturn(0);
4591 }
4592 
4593 PetscErrorCode PCBDDCComputeLocalMatrix(PC pc, Mat ChangeOfBasisMatrix)
4594 {
4595   Mat_IS*        matis = (Mat_IS*)pc->pmat->data;
4596   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
4597   Mat            new_mat,lA;
4598   IS             is_local,is_global;
4599   PetscInt       local_size;
4600   PetscBool      isseqaij;
4601   PetscErrorCode ierr;
4602 
4603   PetscFunctionBegin;
4604   ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
4605   ierr = MatGetSize(matis->A,&local_size,NULL);CHKERRQ(ierr);
4606   ierr = ISCreateStride(PetscObjectComm((PetscObject)matis->A),local_size,0,1,&is_local);CHKERRQ(ierr);
4607   ierr = ISLocalToGlobalMappingApplyIS(pc->pmat->rmap->mapping,is_local,&is_global);CHKERRQ(ierr);
4608   ierr = ISDestroy(&is_local);CHKERRQ(ierr);
4609   ierr = MatCreateSubMatrixUnsorted(ChangeOfBasisMatrix,is_global,is_global,&new_mat);CHKERRQ(ierr);
4610   ierr = ISDestroy(&is_global);CHKERRQ(ierr);
4611 
4612   /* check */
4613   if (pcbddc->dbg_flag) {
4614     Vec       x,x_change;
4615     PetscReal error;
4616 
4617     ierr = MatCreateVecs(ChangeOfBasisMatrix,&x,&x_change);CHKERRQ(ierr);
4618     ierr = VecSetRandom(x,NULL);CHKERRQ(ierr);
4619     ierr = MatMult(ChangeOfBasisMatrix,x,x_change);CHKERRQ(ierr);
4620     ierr = VecScatterBegin(matis->cctx,x,matis->x,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4621     ierr = VecScatterEnd(matis->cctx,x,matis->x,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4622     ierr = MatMult(new_mat,matis->x,matis->y);CHKERRQ(ierr);
4623     if (!pcbddc->change_interior) {
4624       const PetscScalar *x,*y,*v;
4625       PetscReal         lerror = 0.;
4626       PetscInt          i;
4627 
4628       ierr = VecGetArrayRead(matis->x,&x);CHKERRQ(ierr);
4629       ierr = VecGetArrayRead(matis->y,&y);CHKERRQ(ierr);
4630       ierr = VecGetArrayRead(matis->counter,&v);CHKERRQ(ierr);
4631       for (i=0;i<local_size;i++)
4632         if (PetscRealPart(v[i]) < 1.5 && PetscAbsScalar(x[i]-y[i]) > lerror)
4633           lerror = PetscAbsScalar(x[i]-y[i]);
4634       ierr = VecRestoreArrayRead(matis->x,&x);CHKERRQ(ierr);
4635       ierr = VecRestoreArrayRead(matis->y,&y);CHKERRQ(ierr);
4636       ierr = VecRestoreArrayRead(matis->counter,&v);CHKERRQ(ierr);
4637       ierr = MPIU_Allreduce(&lerror,&error,1,MPIU_REAL,MPI_MAX,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
4638       if (error > PETSC_SMALL) {
4639         if (!pcbddc->user_ChangeOfBasisMatrix || pcbddc->current_level) {
4640           SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"Error global vs local change on I: %1.6e\n",error);
4641         } else {
4642           SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_USER,"Error global vs local change on I: %1.6e\n",error);
4643         }
4644       }
4645     }
4646     ierr = VecScatterBegin(matis->rctx,matis->y,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
4647     ierr = VecScatterEnd(matis->rctx,matis->y,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
4648     ierr = VecAXPY(x,-1.0,x_change);CHKERRQ(ierr);
4649     ierr = VecNorm(x,NORM_INFINITY,&error);CHKERRQ(ierr);
4650     if (error > PETSC_SMALL) {
4651       if (!pcbddc->user_ChangeOfBasisMatrix || pcbddc->current_level) {
4652         SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"Error global vs local change on N: %1.6e\n",error);
4653       } else {
4654         SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_USER,"Error global vs local change on N: %1.6e\n",error);
4655       }
4656     }
4657     ierr = VecDestroy(&x);CHKERRQ(ierr);
4658     ierr = VecDestroy(&x_change);CHKERRQ(ierr);
4659   }
4660 
4661   /* lA is present if we are setting up an inner BDDC for a saddle point FETI-DP */
4662   ierr = PetscObjectQuery((PetscObject)pc,"__KSPFETIDP_lA" ,(PetscObject*)&lA);CHKERRQ(ierr);
4663 
4664   /* TODO: HOW TO WORK WITH BAIJ and SBAIJ and SEQDENSE? */
4665   ierr = PetscObjectTypeCompare((PetscObject)matis->A,MATSEQAIJ,&isseqaij);CHKERRQ(ierr);
4666   if (isseqaij) {
4667     ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
4668     ierr = MatPtAP(matis->A,new_mat,MAT_INITIAL_MATRIX,2.0,&pcbddc->local_mat);CHKERRQ(ierr);
4669     if (lA) {
4670       Mat work;
4671       ierr = MatPtAP(lA,new_mat,MAT_INITIAL_MATRIX,2.0,&work);CHKERRQ(ierr);
4672       ierr = PetscObjectCompose((PetscObject)pc,"__KSPFETIDP_lA" ,(PetscObject)work);CHKERRQ(ierr);
4673       ierr = MatDestroy(&work);CHKERRQ(ierr);
4674     }
4675   } else {
4676     Mat work_mat;
4677 
4678     ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
4679     ierr = MatConvert(matis->A,MATSEQAIJ,MAT_INITIAL_MATRIX,&work_mat);CHKERRQ(ierr);
4680     ierr = MatPtAP(work_mat,new_mat,MAT_INITIAL_MATRIX,2.0,&pcbddc->local_mat);CHKERRQ(ierr);
4681     ierr = MatDestroy(&work_mat);CHKERRQ(ierr);
4682     if (lA) {
4683       Mat work;
4684       ierr = MatConvert(lA,MATSEQAIJ,MAT_INITIAL_MATRIX,&work_mat);CHKERRQ(ierr);
4685       ierr = MatPtAP(work_mat,new_mat,MAT_INITIAL_MATRIX,2.0,&work);CHKERRQ(ierr);
4686       ierr = PetscObjectCompose((PetscObject)pc,"__KSPFETIDP_lA" ,(PetscObject)work);CHKERRQ(ierr);
4687       ierr = MatDestroy(&work);CHKERRQ(ierr);
4688     }
4689   }
4690   if (matis->A->symmetric_set) {
4691     ierr = MatSetOption(pcbddc->local_mat,MAT_SYMMETRIC,matis->A->symmetric);CHKERRQ(ierr);
4692 #if !defined(PETSC_USE_COMPLEX)
4693     ierr = MatSetOption(pcbddc->local_mat,MAT_HERMITIAN,matis->A->symmetric);CHKERRQ(ierr);
4694 #endif
4695   }
4696   ierr = MatDestroy(&new_mat);CHKERRQ(ierr);
4697   PetscFunctionReturn(0);
4698 }
4699 
4700 PetscErrorCode PCBDDCSetUpLocalScatters(PC pc)
4701 {
4702   PC_IS*          pcis = (PC_IS*)(pc->data);
4703   PC_BDDC*        pcbddc = (PC_BDDC*)pc->data;
4704   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
4705   PetscInt        *idx_R_local=NULL;
4706   PetscInt        n_vertices,i,j,n_R,n_D,n_B;
4707   PetscInt        vbs,bs;
4708   PetscBT         bitmask=NULL;
4709   PetscErrorCode  ierr;
4710 
4711   PetscFunctionBegin;
4712   /*
4713     No need to setup local scatters if
4714       - primal space is unchanged
4715         AND
4716       - we actually have locally some primal dofs (could not be true in multilevel or for isolated subdomains)
4717         AND
4718       - we are not in debugging mode (this is needed since there are Synchronized prints at the end of the subroutine
4719   */
4720   if (!pcbddc->new_primal_space_local && pcbddc->local_primal_size && !pcbddc->dbg_flag) {
4721     PetscFunctionReturn(0);
4722   }
4723   /* destroy old objects */
4724   ierr = ISDestroy(&pcbddc->is_R_local);CHKERRQ(ierr);
4725   ierr = VecScatterDestroy(&pcbddc->R_to_B);CHKERRQ(ierr);
4726   ierr = VecScatterDestroy(&pcbddc->R_to_D);CHKERRQ(ierr);
4727   /* Set Non-overlapping dimensions */
4728   n_B = pcis->n_B;
4729   n_D = pcis->n - n_B;
4730   n_vertices = pcbddc->n_vertices;
4731 
4732   /* Dohrmann's notation: dofs splitted in R (Remaining: all dofs but the vertices) and V (Vertices) */
4733 
4734   /* create auxiliary bitmask and allocate workspace */
4735   if (!sub_schurs || !sub_schurs->reuse_solver) {
4736     ierr = PetscMalloc1(pcis->n-n_vertices,&idx_R_local);CHKERRQ(ierr);
4737     ierr = PetscBTCreate(pcis->n,&bitmask);CHKERRQ(ierr);
4738     for (i=0;i<n_vertices;i++) {
4739       ierr = PetscBTSet(bitmask,pcbddc->local_primal_ref_node[i]);CHKERRQ(ierr);
4740     }
4741 
4742     for (i=0, n_R=0; i<pcis->n; i++) {
4743       if (!PetscBTLookup(bitmask,i)) {
4744         idx_R_local[n_R++] = i;
4745       }
4746     }
4747   } else { /* A different ordering (already computed) is present if we are reusing the Schur solver */
4748     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4749 
4750     ierr = ISGetIndices(reuse_solver->is_R,(const PetscInt**)&idx_R_local);CHKERRQ(ierr);
4751     ierr = ISGetLocalSize(reuse_solver->is_R,&n_R);CHKERRQ(ierr);
4752   }
4753 
4754   /* Block code */
4755   vbs = 1;
4756   ierr = MatGetBlockSize(pcbddc->local_mat,&bs);CHKERRQ(ierr);
4757   if (bs>1 && !(n_vertices%bs)) {
4758     PetscBool is_blocked = PETSC_TRUE;
4759     PetscInt  *vary;
4760     if (!sub_schurs || !sub_schurs->reuse_solver) {
4761       ierr = PetscMalloc1(pcis->n/bs,&vary);CHKERRQ(ierr);
4762       ierr = PetscMemzero(vary,pcis->n/bs*sizeof(PetscInt));CHKERRQ(ierr);
4763       /* Verify that the vertex indices correspond to each element in a block (code taken from sbaij2.c) */
4764       /* it is ok to check this way since local_primal_ref_node are always sorted by local numbering and idx_R_local is obtained as a complement */
4765       for (i=0; i<n_vertices; i++) vary[pcbddc->local_primal_ref_node[i]/bs]++;
4766       for (i=0; i<pcis->n/bs; i++) {
4767         if (vary[i]!=0 && vary[i]!=bs) {
4768           is_blocked = PETSC_FALSE;
4769           break;
4770         }
4771       }
4772       ierr = PetscFree(vary);CHKERRQ(ierr);
4773     } else {
4774       /* Verify directly the R set */
4775       for (i=0; i<n_R/bs; i++) {
4776         PetscInt j,node=idx_R_local[bs*i];
4777         for (j=1; j<bs; j++) {
4778           if (node != idx_R_local[bs*i+j]-j) {
4779             is_blocked = PETSC_FALSE;
4780             break;
4781           }
4782         }
4783       }
4784     }
4785     if (is_blocked) { /* build compressed IS for R nodes (complement of vertices) */
4786       vbs = bs;
4787       for (i=0;i<n_R/vbs;i++) {
4788         idx_R_local[i] = idx_R_local[vbs*i]/vbs;
4789       }
4790     }
4791   }
4792   ierr = ISCreateBlock(PETSC_COMM_SELF,vbs,n_R/vbs,idx_R_local,PETSC_COPY_VALUES,&pcbddc->is_R_local);CHKERRQ(ierr);
4793   if (sub_schurs && sub_schurs->reuse_solver) {
4794     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4795 
4796     ierr = ISRestoreIndices(reuse_solver->is_R,(const PetscInt**)&idx_R_local);CHKERRQ(ierr);
4797     ierr = ISDestroy(&reuse_solver->is_R);CHKERRQ(ierr);
4798     ierr = PetscObjectReference((PetscObject)pcbddc->is_R_local);CHKERRQ(ierr);
4799     reuse_solver->is_R = pcbddc->is_R_local;
4800   } else {
4801     ierr = PetscFree(idx_R_local);CHKERRQ(ierr);
4802   }
4803 
4804   /* print some info if requested */
4805   if (pcbddc->dbg_flag) {
4806     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
4807     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
4808     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
4809     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d local dimensions\n",PetscGlobalRank);CHKERRQ(ierr);
4810     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"local_size = %d, dirichlet_size = %d, boundary_size = %d\n",pcis->n,n_D,n_B);CHKERRQ(ierr);
4811     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"r_size = %d, v_size = %d, constraints = %d, local_primal_size = %d\n",n_R,n_vertices,pcbddc->local_primal_size-n_vertices-pcbddc->benign_n,pcbddc->local_primal_size);CHKERRQ(ierr);
4812     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
4813   }
4814 
4815   /* VecScatters pcbddc->R_to_B and (optionally) pcbddc->R_to_D */
4816   if (!sub_schurs || !sub_schurs->reuse_solver) {
4817     IS       is_aux1,is_aux2;
4818     PetscInt *aux_array1,*aux_array2,*is_indices,*idx_R_local;
4819 
4820     ierr = ISGetIndices(pcbddc->is_R_local,(const PetscInt**)&idx_R_local);CHKERRQ(ierr);
4821     ierr = PetscMalloc1(pcis->n_B-n_vertices,&aux_array1);CHKERRQ(ierr);
4822     ierr = PetscMalloc1(pcis->n_B-n_vertices,&aux_array2);CHKERRQ(ierr);
4823     ierr = ISGetIndices(pcis->is_I_local,(const PetscInt**)&is_indices);CHKERRQ(ierr);
4824     for (i=0; i<n_D; i++) {
4825       ierr = PetscBTSet(bitmask,is_indices[i]);CHKERRQ(ierr);
4826     }
4827     ierr = ISRestoreIndices(pcis->is_I_local,(const PetscInt**)&is_indices);CHKERRQ(ierr);
4828     for (i=0, j=0; i<n_R; i++) {
4829       if (!PetscBTLookup(bitmask,idx_R_local[i])) {
4830         aux_array1[j++] = i;
4831       }
4832     }
4833     ierr = ISCreateGeneral(PETSC_COMM_SELF,j,aux_array1,PETSC_OWN_POINTER,&is_aux1);CHKERRQ(ierr);
4834     ierr = ISGetIndices(pcis->is_B_local,(const PetscInt**)&is_indices);CHKERRQ(ierr);
4835     for (i=0, j=0; i<n_B; i++) {
4836       if (!PetscBTLookup(bitmask,is_indices[i])) {
4837         aux_array2[j++] = i;
4838       }
4839     }
4840     ierr = ISRestoreIndices(pcis->is_B_local,(const PetscInt**)&is_indices);CHKERRQ(ierr);
4841     ierr = ISCreateGeneral(PETSC_COMM_SELF,j,aux_array2,PETSC_OWN_POINTER,&is_aux2);CHKERRQ(ierr);
4842     ierr = VecScatterCreate(pcbddc->vec1_R,is_aux1,pcis->vec1_B,is_aux2,&pcbddc->R_to_B);CHKERRQ(ierr);
4843     ierr = ISDestroy(&is_aux1);CHKERRQ(ierr);
4844     ierr = ISDestroy(&is_aux2);CHKERRQ(ierr);
4845 
4846     if (pcbddc->switch_static || pcbddc->dbg_flag) {
4847       ierr = PetscMalloc1(n_D,&aux_array1);CHKERRQ(ierr);
4848       for (i=0, j=0; i<n_R; i++) {
4849         if (PetscBTLookup(bitmask,idx_R_local[i])) {
4850           aux_array1[j++] = i;
4851         }
4852       }
4853       ierr = ISCreateGeneral(PETSC_COMM_SELF,j,aux_array1,PETSC_OWN_POINTER,&is_aux1);CHKERRQ(ierr);
4854       ierr = VecScatterCreate(pcbddc->vec1_R,is_aux1,pcis->vec1_D,(IS)0,&pcbddc->R_to_D);CHKERRQ(ierr);
4855       ierr = ISDestroy(&is_aux1);CHKERRQ(ierr);
4856     }
4857     ierr = PetscBTDestroy(&bitmask);CHKERRQ(ierr);
4858     ierr = ISRestoreIndices(pcbddc->is_R_local,(const PetscInt**)&idx_R_local);CHKERRQ(ierr);
4859   } else {
4860     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4861     IS                 tis;
4862     PetscInt           schur_size;
4863 
4864     ierr = ISGetLocalSize(reuse_solver->is_B,&schur_size);CHKERRQ(ierr);
4865     ierr = ISCreateStride(PETSC_COMM_SELF,schur_size,n_D,1,&tis);CHKERRQ(ierr);
4866     ierr = VecScatterCreate(pcbddc->vec1_R,tis,pcis->vec1_B,reuse_solver->is_B,&pcbddc->R_to_B);CHKERRQ(ierr);
4867     ierr = ISDestroy(&tis);CHKERRQ(ierr);
4868     if (pcbddc->switch_static || pcbddc->dbg_flag) {
4869       ierr = ISCreateStride(PETSC_COMM_SELF,n_D,0,1,&tis);CHKERRQ(ierr);
4870       ierr = VecScatterCreate(pcbddc->vec1_R,tis,pcis->vec1_D,(IS)0,&pcbddc->R_to_D);CHKERRQ(ierr);
4871       ierr = ISDestroy(&tis);CHKERRQ(ierr);
4872     }
4873   }
4874   PetscFunctionReturn(0);
4875 }
4876 
4877 
4878 PetscErrorCode PCBDDCSetUpLocalSolvers(PC pc, PetscBool dirichlet, PetscBool neumann)
4879 {
4880   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
4881   PC_IS          *pcis = (PC_IS*)pc->data;
4882   PC             pc_temp;
4883   Mat            A_RR;
4884   MatReuse       reuse;
4885   PetscScalar    m_one = -1.0;
4886   PetscReal      value;
4887   PetscInt       n_D,n_R;
4888   PetscBool      check_corr,issbaij;
4889   PetscErrorCode ierr;
4890   /* prefixes stuff */
4891   char           dir_prefix[256],neu_prefix[256],str_level[16];
4892   size_t         len;
4893 
4894   PetscFunctionBegin;
4895 
4896   /* compute prefixes */
4897   ierr = PetscStrcpy(dir_prefix,"");CHKERRQ(ierr);
4898   ierr = PetscStrcpy(neu_prefix,"");CHKERRQ(ierr);
4899   if (!pcbddc->current_level) {
4900     ierr = 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 = PetscSNPrintf(str_level,sizeof(str_level),"l%d_",(int)(pcbddc->current_level));CHKERRQ(ierr);
4906     ierr = PetscStrlen(((PetscObject)pc)->prefix,&len);CHKERRQ(ierr);
4907     len -= 15; /* remove "pc_bddc_coarse_" */
4908     if (pcbddc->current_level>1) len -= 3; /* remove "lX_" with X level number */
4909     if (pcbddc->current_level>10) len -= 1; /* remove another char from level number */
4910     ierr = PetscStrncpy(dir_prefix,((PetscObject)pc)->prefix,len+1);CHKERRQ(ierr);
4911     ierr = PetscStrncpy(neu_prefix,((PetscObject)pc)->prefix,len+1);CHKERRQ(ierr);
4912     ierr = PetscStrcat(dir_prefix,"pc_bddc_dirichlet_");CHKERRQ(ierr);
4913     ierr = PetscStrcat(neu_prefix,"pc_bddc_neumann_");CHKERRQ(ierr);
4914     ierr = PetscStrcat(dir_prefix,str_level);CHKERRQ(ierr);
4915     ierr = PetscStrcat(neu_prefix,str_level);CHKERRQ(ierr);
4916   }
4917 
4918   /* DIRICHLET PROBLEM */
4919   if (dirichlet) {
4920     PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
4921     if (pcbddc->benign_n && !pcbddc->benign_change_explicit) {
4922       if (!sub_schurs || !sub_schurs->reuse_solver) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Not yet implemented\n");
4923       if (pcbddc->dbg_flag) {
4924         Mat    A_IIn;
4925 
4926         ierr = PCBDDCBenignProject(pc,pcis->is_I_local,pcis->is_I_local,&A_IIn);CHKERRQ(ierr);
4927         ierr = MatDestroy(&pcis->A_II);CHKERRQ(ierr);
4928         pcis->A_II = A_IIn;
4929       }
4930     }
4931     if (pcbddc->local_mat->symmetric_set) {
4932       ierr = MatSetOption(pcis->A_II,MAT_SYMMETRIC,pcbddc->local_mat->symmetric_set);CHKERRQ(ierr);
4933     }
4934     /* Matrix for Dirichlet problem is pcis->A_II */
4935     n_D = pcis->n - pcis->n_B;
4936     if (!pcbddc->ksp_D) { /* create object if not yet build */
4937       ierr = KSPCreate(PETSC_COMM_SELF,&pcbddc->ksp_D);CHKERRQ(ierr);
4938       ierr = PetscObjectIncrementTabLevel((PetscObject)pcbddc->ksp_D,(PetscObject)pc,1);CHKERRQ(ierr);
4939       /* default */
4940       ierr = KSPSetType(pcbddc->ksp_D,KSPPREONLY);CHKERRQ(ierr);
4941       ierr = KSPSetOptionsPrefix(pcbddc->ksp_D,dir_prefix);CHKERRQ(ierr);
4942       ierr = PetscObjectTypeCompare((PetscObject)pcis->A_II,MATSEQSBAIJ,&issbaij);CHKERRQ(ierr);
4943       ierr = KSPGetPC(pcbddc->ksp_D,&pc_temp);CHKERRQ(ierr);
4944       if (issbaij) {
4945         ierr = PCSetType(pc_temp,PCCHOLESKY);CHKERRQ(ierr);
4946       } else {
4947         ierr = PCSetType(pc_temp,PCLU);CHKERRQ(ierr);
4948       }
4949       /* Allow user's customization */
4950       ierr = KSPSetFromOptions(pcbddc->ksp_D);CHKERRQ(ierr);
4951       ierr = PCFactorSetReuseFill(pc_temp,PETSC_TRUE);CHKERRQ(ierr);
4952     }
4953     ierr = KSPSetOperators(pcbddc->ksp_D,pcis->A_II,pcis->A_II);CHKERRQ(ierr);
4954     if (sub_schurs && sub_schurs->reuse_solver) {
4955       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4956 
4957       ierr = KSPSetPC(pcbddc->ksp_D,reuse_solver->interior_solver);CHKERRQ(ierr);
4958     }
4959     /* umfpack interface has a bug when matrix dimension is zero. TODO solve from umfpack interface */
4960     if (!n_D) {
4961       ierr = KSPGetPC(pcbddc->ksp_D,&pc_temp);CHKERRQ(ierr);
4962       ierr = PCSetType(pc_temp,PCNONE);CHKERRQ(ierr);
4963     }
4964     /* Set Up KSP for Dirichlet problem of BDDC */
4965     ierr = KSPSetUp(pcbddc->ksp_D);CHKERRQ(ierr);
4966     /* set ksp_D into pcis data */
4967     ierr = KSPDestroy(&pcis->ksp_D);CHKERRQ(ierr);
4968     ierr = PetscObjectReference((PetscObject)pcbddc->ksp_D);CHKERRQ(ierr);
4969     pcis->ksp_D = pcbddc->ksp_D;
4970   }
4971 
4972   /* NEUMANN PROBLEM */
4973   A_RR = 0;
4974   if (neumann) {
4975     PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
4976     PetscInt        ibs,mbs;
4977     PetscBool       issbaij, reuse_neumann_solver;
4978     Mat_IS*         matis = (Mat_IS*)pc->pmat->data;
4979 
4980     reuse_neumann_solver = PETSC_FALSE;
4981     if (sub_schurs && sub_schurs->reuse_solver) {
4982       IS iP;
4983 
4984       reuse_neumann_solver = PETSC_TRUE;
4985       ierr = PetscObjectQuery((PetscObject)sub_schurs->A,"__KSPFETIDP_iP",(PetscObject*)&iP);CHKERRQ(ierr);
4986       if (iP) reuse_neumann_solver = PETSC_FALSE;
4987     }
4988     /* Matrix for Neumann problem is A_RR -> we need to create/reuse it at this point */
4989     ierr = ISGetSize(pcbddc->is_R_local,&n_R);CHKERRQ(ierr);
4990     if (pcbddc->ksp_R) { /* already created ksp */
4991       PetscInt nn_R;
4992       ierr = KSPGetOperators(pcbddc->ksp_R,NULL,&A_RR);CHKERRQ(ierr);
4993       ierr = PetscObjectReference((PetscObject)A_RR);CHKERRQ(ierr);
4994       ierr = MatGetSize(A_RR,&nn_R,NULL);CHKERRQ(ierr);
4995       if (nn_R != n_R) { /* old ksp is not reusable, so reset it */
4996         ierr = KSPReset(pcbddc->ksp_R);CHKERRQ(ierr);
4997         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
4998         reuse = MAT_INITIAL_MATRIX;
4999       } else { /* same sizes, but nonzero pattern depend on primal vertices so it can be changed */
5000         if (pcbddc->new_primal_space_local) { /* we are not sure the matrix will have the same nonzero pattern */
5001           ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5002           reuse = MAT_INITIAL_MATRIX;
5003         } else { /* safe to reuse the matrix */
5004           reuse = MAT_REUSE_MATRIX;
5005         }
5006       }
5007       /* last check */
5008       if (pc->flag == DIFFERENT_NONZERO_PATTERN) {
5009         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5010         reuse = MAT_INITIAL_MATRIX;
5011       }
5012     } else { /* first time, so we need to create the matrix */
5013       reuse = MAT_INITIAL_MATRIX;
5014     }
5015     /* convert pcbddc->local_mat if needed later in PCBDDCSetUpCorrection */
5016     ierr = MatGetBlockSize(pcbddc->local_mat,&mbs);CHKERRQ(ierr);
5017     ierr = ISGetBlockSize(pcbddc->is_R_local,&ibs);CHKERRQ(ierr);
5018     ierr = PetscObjectTypeCompare((PetscObject)pcbddc->local_mat,MATSEQSBAIJ,&issbaij);CHKERRQ(ierr);
5019     if (ibs != mbs) { /* need to convert to SEQAIJ to extract any submatrix with is_R_local */
5020       if (matis->A == pcbddc->local_mat) {
5021         ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
5022         ierr = MatConvert(matis->A,MATSEQAIJ,MAT_INITIAL_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5023       } else {
5024         ierr = MatConvert(pcbddc->local_mat,MATSEQAIJ,MAT_INPLACE_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5025       }
5026     } else if (issbaij) { /* need to convert to BAIJ to get offdiagonal blocks */
5027       if (matis->A == pcbddc->local_mat) {
5028         ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
5029         ierr = MatConvert(matis->A,MATSEQBAIJ,MAT_INITIAL_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5030       } else {
5031         ierr = MatConvert(pcbddc->local_mat,MATSEQBAIJ,MAT_INPLACE_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5032       }
5033     }
5034     /* extract A_RR */
5035     if (reuse_neumann_solver) {
5036       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5037 
5038       if (pcbddc->dbg_flag) { /* we need A_RR to test the solver later */
5039         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5040         if (reuse_solver->benign_n) { /* we are not using the explicit change of basis on the pressures */
5041           ierr = PCBDDCBenignProject(pc,pcbddc->is_R_local,pcbddc->is_R_local,&A_RR);CHKERRQ(ierr);
5042         } else {
5043           ierr = MatCreateSubMatrix(pcbddc->local_mat,pcbddc->is_R_local,pcbddc->is_R_local,MAT_INITIAL_MATRIX,&A_RR);CHKERRQ(ierr);
5044         }
5045       } else {
5046         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5047         ierr = PCGetOperators(reuse_solver->correction_solver,&A_RR,NULL);CHKERRQ(ierr);
5048         ierr = PetscObjectReference((PetscObject)A_RR);CHKERRQ(ierr);
5049       }
5050     } else { /* we have to build the neumann solver, so we need to extract the relevant matrix */
5051       ierr = MatCreateSubMatrix(pcbddc->local_mat,pcbddc->is_R_local,pcbddc->is_R_local,reuse,&A_RR);CHKERRQ(ierr);
5052     }
5053     if (pcbddc->local_mat->symmetric_set) {
5054       ierr = MatSetOption(A_RR,MAT_SYMMETRIC,pcbddc->local_mat->symmetric_set);CHKERRQ(ierr);
5055     }
5056     if (!pcbddc->ksp_R) { /* create object if not present */
5057       ierr = KSPCreate(PETSC_COMM_SELF,&pcbddc->ksp_R);CHKERRQ(ierr);
5058       ierr = PetscObjectIncrementTabLevel((PetscObject)pcbddc->ksp_R,(PetscObject)pc,1);CHKERRQ(ierr);
5059       /* default */
5060       ierr = KSPSetType(pcbddc->ksp_R,KSPPREONLY);CHKERRQ(ierr);
5061       ierr = KSPSetOptionsPrefix(pcbddc->ksp_R,neu_prefix);CHKERRQ(ierr);
5062       ierr = KSPGetPC(pcbddc->ksp_R,&pc_temp);CHKERRQ(ierr);
5063       ierr = PetscObjectTypeCompare((PetscObject)A_RR,MATSEQSBAIJ,&issbaij);CHKERRQ(ierr);
5064       if (issbaij) {
5065         ierr = PCSetType(pc_temp,PCCHOLESKY);CHKERRQ(ierr);
5066       } else {
5067         ierr = PCSetType(pc_temp,PCLU);CHKERRQ(ierr);
5068       }
5069       /* Allow user's customization */
5070       ierr = KSPSetFromOptions(pcbddc->ksp_R);CHKERRQ(ierr);
5071       ierr = PCFactorSetReuseFill(pc_temp,PETSC_TRUE);CHKERRQ(ierr);
5072     }
5073     /* umfpack interface has a bug when matrix dimension is zero. TODO solve from umfpack interface */
5074     if (!n_R) {
5075       ierr = KSPGetPC(pcbddc->ksp_R,&pc_temp);CHKERRQ(ierr);
5076       ierr = PCSetType(pc_temp,PCNONE);CHKERRQ(ierr);
5077     }
5078     ierr = KSPSetOperators(pcbddc->ksp_R,A_RR,A_RR);CHKERRQ(ierr);
5079     /* Reuse solver if it is present */
5080     if (reuse_neumann_solver) {
5081       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5082 
5083       ierr = KSPSetPC(pcbddc->ksp_R,reuse_solver->correction_solver);CHKERRQ(ierr);
5084     }
5085     /* Set Up KSP for Neumann problem of BDDC */
5086     ierr = KSPSetUp(pcbddc->ksp_R);CHKERRQ(ierr);
5087   }
5088 
5089   if (pcbddc->dbg_flag) {
5090     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5091     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
5092     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
5093   }
5094 
5095   /* adapt Dirichlet and Neumann solvers if a nullspace correction has been requested */
5096   check_corr = PETSC_FALSE;
5097   if (pcbddc->NullSpace_corr[0]) {
5098     ierr = PCBDDCSetUseExactDirichlet(pc,PETSC_FALSE);CHKERRQ(ierr);
5099   }
5100   if (dirichlet && pcbddc->NullSpace_corr[0] && !pcbddc->switch_static) {
5101     check_corr = PETSC_TRUE;
5102     ierr = PCBDDCNullSpaceAssembleCorrection(pc,PETSC_TRUE,pcbddc->NullSpace_corr[1]);CHKERRQ(ierr);
5103   }
5104   if (neumann && pcbddc->NullSpace_corr[2]) {
5105     check_corr = PETSC_TRUE;
5106     ierr = PCBDDCNullSpaceAssembleCorrection(pc,PETSC_FALSE,pcbddc->NullSpace_corr[3]);CHKERRQ(ierr);
5107   }
5108   /* check Dirichlet and Neumann solvers */
5109   if (pcbddc->dbg_flag) {
5110     if (dirichlet) { /* Dirichlet */
5111       ierr = VecSetRandom(pcis->vec1_D,NULL);CHKERRQ(ierr);
5112       ierr = MatMult(pcis->A_II,pcis->vec1_D,pcis->vec2_D);CHKERRQ(ierr);
5113       ierr = KSPSolve(pcbddc->ksp_D,pcis->vec2_D,pcis->vec2_D);CHKERRQ(ierr);
5114       ierr = VecAXPY(pcis->vec1_D,m_one,pcis->vec2_D);CHKERRQ(ierr);
5115       ierr = VecNorm(pcis->vec1_D,NORM_INFINITY,&value);CHKERRQ(ierr);
5116       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);
5117       if (check_corr) {
5118         ierr = PCBDDCNullSpaceCheckCorrection(pc,PETSC_TRUE);CHKERRQ(ierr);
5119       }
5120       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5121     }
5122     if (neumann) { /* Neumann */
5123       ierr = VecSetRandom(pcbddc->vec1_R,NULL);CHKERRQ(ierr);
5124       ierr = MatMult(A_RR,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
5125       ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec2_R,pcbddc->vec2_R);CHKERRQ(ierr);
5126       ierr = VecAXPY(pcbddc->vec1_R,m_one,pcbddc->vec2_R);CHKERRQ(ierr);
5127       ierr = VecNorm(pcbddc->vec1_R,NORM_INFINITY,&value);CHKERRQ(ierr);
5128       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);
5129       if (check_corr) {
5130         ierr = PCBDDCNullSpaceCheckCorrection(pc,PETSC_FALSE);CHKERRQ(ierr);
5131       }
5132       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5133     }
5134   }
5135   /* free Neumann problem's matrix */
5136   ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5137   PetscFunctionReturn(0);
5138 }
5139 
5140 static PetscErrorCode  PCBDDCSolveSubstructureCorrection(PC pc, Vec inout_B, Vec inout_D, PetscBool applytranspose)
5141 {
5142   PetscErrorCode  ierr;
5143   PC_BDDC*        pcbddc = (PC_BDDC*)(pc->data);
5144   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
5145   PetscBool       reuse_solver = sub_schurs ? ( sub_schurs->reuse_solver ? PETSC_TRUE : PETSC_FALSE ) : PETSC_FALSE;
5146 
5147   PetscFunctionBegin;
5148   if (!reuse_solver) {
5149     ierr = VecSet(pcbddc->vec1_R,0.);CHKERRQ(ierr);
5150   }
5151   if (!pcbddc->switch_static) {
5152     if (applytranspose && pcbddc->local_auxmat1) {
5153       ierr = MatMultTranspose(pcbddc->local_auxmat2,inout_B,pcbddc->vec1_C);CHKERRQ(ierr);
5154       ierr = MatMultTransposeAdd(pcbddc->local_auxmat1,pcbddc->vec1_C,inout_B,inout_B);CHKERRQ(ierr);
5155     }
5156     if (!reuse_solver) {
5157       ierr = VecScatterBegin(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5158       ierr = VecScatterEnd(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5159     } else {
5160       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5161 
5162       ierr = VecScatterBegin(reuse_solver->correction_scatter_B,inout_B,reuse_solver->rhs_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5163       ierr = VecScatterEnd(reuse_solver->correction_scatter_B,inout_B,reuse_solver->rhs_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5164     }
5165   } else {
5166     ierr = VecScatterBegin(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5167     ierr = VecScatterEnd(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5168     ierr = VecScatterBegin(pcbddc->R_to_D,inout_D,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5169     ierr = VecScatterEnd(pcbddc->R_to_D,inout_D,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5170     if (applytranspose && pcbddc->local_auxmat1) {
5171       ierr = MatMultTranspose(pcbddc->local_auxmat2,pcbddc->vec1_R,pcbddc->vec1_C);CHKERRQ(ierr);
5172       ierr = MatMultTransposeAdd(pcbddc->local_auxmat1,pcbddc->vec1_C,inout_B,inout_B);CHKERRQ(ierr);
5173       ierr = VecScatterBegin(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5174       ierr = VecScatterEnd(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5175     }
5176   }
5177   if (!reuse_solver || pcbddc->switch_static) {
5178     if (applytranspose) {
5179       ierr = KSPSolveTranspose(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec1_R);CHKERRQ(ierr);
5180     } else {
5181       ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec1_R);CHKERRQ(ierr);
5182     }
5183   } else {
5184     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5185 
5186     if (applytranspose) {
5187       ierr = MatFactorSolveSchurComplementTranspose(reuse_solver->F,reuse_solver->rhs_B,reuse_solver->sol_B);CHKERRQ(ierr);
5188     } else {
5189       ierr = MatFactorSolveSchurComplement(reuse_solver->F,reuse_solver->rhs_B,reuse_solver->sol_B);CHKERRQ(ierr);
5190     }
5191   }
5192   ierr = VecSet(inout_B,0.);CHKERRQ(ierr);
5193   if (!pcbddc->switch_static) {
5194     if (!reuse_solver) {
5195       ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5196       ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5197     } else {
5198       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5199 
5200       ierr = VecScatterBegin(reuse_solver->correction_scatter_B,reuse_solver->sol_B,inout_B,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5201       ierr = VecScatterEnd(reuse_solver->correction_scatter_B,reuse_solver->sol_B,inout_B,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5202     }
5203     if (!applytranspose && pcbddc->local_auxmat1) {
5204       ierr = MatMult(pcbddc->local_auxmat1,inout_B,pcbddc->vec1_C);CHKERRQ(ierr);
5205       ierr = MatMultAdd(pcbddc->local_auxmat2,pcbddc->vec1_C,inout_B,inout_B);CHKERRQ(ierr);
5206     }
5207   } else {
5208     ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5209     ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5210     ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5211     ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5212     if (!applytranspose && pcbddc->local_auxmat1) {
5213       ierr = MatMult(pcbddc->local_auxmat1,inout_B,pcbddc->vec1_C);CHKERRQ(ierr);
5214       ierr = MatMultAdd(pcbddc->local_auxmat2,pcbddc->vec1_C,pcbddc->vec1_R,pcbddc->vec1_R);CHKERRQ(ierr);
5215     }
5216     ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5217     ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5218     ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5219     ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5220   }
5221   PetscFunctionReturn(0);
5222 }
5223 
5224 /* parameter apply transpose determines if the interface preconditioner should be applied transposed or not */
5225 PetscErrorCode  PCBDDCApplyInterfacePreconditioner(PC pc, PetscBool applytranspose)
5226 {
5227   PetscErrorCode ierr;
5228   PC_BDDC*        pcbddc = (PC_BDDC*)(pc->data);
5229   PC_IS*            pcis = (PC_IS*)  (pc->data);
5230   const PetscScalar zero = 0.0;
5231 
5232   PetscFunctionBegin;
5233   /* Application of PSI^T or PHI^T (depending on applytranspose, see comment above) */
5234   if (!pcbddc->benign_apply_coarse_only) {
5235     if (applytranspose) {
5236       ierr = MatMultTranspose(pcbddc->coarse_phi_B,pcis->vec1_B,pcbddc->vec1_P);CHKERRQ(ierr);
5237       if (pcbddc->switch_static) { ierr = MatMultTransposeAdd(pcbddc->coarse_phi_D,pcis->vec1_D,pcbddc->vec1_P,pcbddc->vec1_P);CHKERRQ(ierr); }
5238     } else {
5239       ierr = MatMultTranspose(pcbddc->coarse_psi_B,pcis->vec1_B,pcbddc->vec1_P);CHKERRQ(ierr);
5240       if (pcbddc->switch_static) { ierr = MatMultTransposeAdd(pcbddc->coarse_psi_D,pcis->vec1_D,pcbddc->vec1_P,pcbddc->vec1_P);CHKERRQ(ierr); }
5241     }
5242   } else {
5243     ierr = VecSet(pcbddc->vec1_P,zero);CHKERRQ(ierr);
5244   }
5245 
5246   /* add p0 to the last value of vec1_P holding the coarse dof relative to p0 */
5247   if (pcbddc->benign_n) {
5248     PetscScalar *array;
5249     PetscInt    j;
5250 
5251     ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5252     for (j=0;j<pcbddc->benign_n;j++) array[pcbddc->local_primal_size-pcbddc->benign_n+j] += pcbddc->benign_p0[j];
5253     ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5254   }
5255 
5256   /* start communications from local primal nodes to rhs of coarse solver */
5257   ierr = VecSet(pcbddc->coarse_vec,zero);CHKERRQ(ierr);
5258   ierr = PCBDDCScatterCoarseDataBegin(pc,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5259   ierr = PCBDDCScatterCoarseDataEnd(pc,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5260 
5261   /* Coarse solution -> rhs and sol updated inside PCBDDCScattarCoarseDataBegin/End */
5262   if (pcbddc->coarse_ksp) {
5263     Mat          coarse_mat;
5264     Vec          rhs,sol;
5265     MatNullSpace nullsp;
5266     PetscBool    isbddc = PETSC_FALSE;
5267 
5268     if (pcbddc->benign_have_null) {
5269       PC        coarse_pc;
5270 
5271       ierr = KSPGetPC(pcbddc->coarse_ksp,&coarse_pc);CHKERRQ(ierr);
5272       ierr = PetscObjectTypeCompare((PetscObject)coarse_pc,PCBDDC,&isbddc);CHKERRQ(ierr);
5273       /* we need to propagate to coarser levels the need for a possible benign correction */
5274       if (isbddc && pcbddc->benign_apply_coarse_only && !pcbddc->benign_skip_correction) {
5275         PC_BDDC* coarsepcbddc = (PC_BDDC*)(coarse_pc->data);
5276         coarsepcbddc->benign_skip_correction = PETSC_FALSE;
5277         coarsepcbddc->benign_apply_coarse_only = PETSC_TRUE;
5278       }
5279     }
5280     ierr = KSPGetRhs(pcbddc->coarse_ksp,&rhs);CHKERRQ(ierr);
5281     ierr = KSPGetSolution(pcbddc->coarse_ksp,&sol);CHKERRQ(ierr);
5282     ierr = KSPGetOperators(pcbddc->coarse_ksp,&coarse_mat,NULL);CHKERRQ(ierr);
5283     ierr = MatGetNullSpace(coarse_mat,&nullsp);CHKERRQ(ierr);
5284     if (nullsp) {
5285       ierr = MatNullSpaceRemove(nullsp,rhs);CHKERRQ(ierr);
5286     }
5287     if (applytranspose) {
5288       if (pcbddc->benign_apply_coarse_only) SETERRQ(PetscObjectComm((PetscObject)pcbddc->coarse_ksp),PETSC_ERR_SUP,"Not yet implemented");
5289       ierr = KSPSolveTranspose(pcbddc->coarse_ksp,rhs,sol);CHKERRQ(ierr);
5290     } else {
5291       if (pcbddc->benign_apply_coarse_only && isbddc) { /* need just to apply the coarse preconditioner during presolve */
5292         PC        coarse_pc;
5293 
5294         ierr = KSPGetPC(pcbddc->coarse_ksp,&coarse_pc);CHKERRQ(ierr);
5295         ierr = PCPreSolve(coarse_pc,pcbddc->coarse_ksp);CHKERRQ(ierr);
5296         ierr = PCBDDCBenignRemoveInterior(coarse_pc,rhs,sol);CHKERRQ(ierr);
5297         ierr = PCPostSolve(coarse_pc,pcbddc->coarse_ksp);CHKERRQ(ierr);
5298       } else {
5299         ierr = KSPSolve(pcbddc->coarse_ksp,rhs,sol);CHKERRQ(ierr);
5300       }
5301     }
5302     /* we don't need the benign correction at coarser levels anymore */
5303     if (pcbddc->benign_have_null && isbddc) {
5304       PC        coarse_pc;
5305       PC_BDDC*  coarsepcbddc;
5306 
5307       ierr = KSPGetPC(pcbddc->coarse_ksp,&coarse_pc);CHKERRQ(ierr);
5308       coarsepcbddc = (PC_BDDC*)(coarse_pc->data);
5309       coarsepcbddc->benign_skip_correction = PETSC_TRUE;
5310       coarsepcbddc->benign_apply_coarse_only = PETSC_FALSE;
5311     }
5312     if (nullsp) {
5313       ierr = MatNullSpaceRemove(nullsp,sol);CHKERRQ(ierr);
5314     }
5315   }
5316 
5317   /* Local solution on R nodes */
5318   if (pcis->n && !pcbddc->benign_apply_coarse_only) {
5319     ierr = PCBDDCSolveSubstructureCorrection(pc,pcis->vec1_B,pcis->vec1_D,applytranspose);CHKERRQ(ierr);
5320   }
5321   /* communications from coarse sol to local primal nodes */
5322   ierr = PCBDDCScatterCoarseDataBegin(pc,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5323   ierr = PCBDDCScatterCoarseDataEnd(pc,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5324 
5325   /* Sum contributions from the two levels */
5326   if (!pcbddc->benign_apply_coarse_only) {
5327     if (applytranspose) {
5328       ierr = MatMultAdd(pcbddc->coarse_psi_B,pcbddc->vec1_P,pcis->vec1_B,pcis->vec1_B);CHKERRQ(ierr);
5329       if (pcbddc->switch_static) { ierr = MatMultAdd(pcbddc->coarse_psi_D,pcbddc->vec1_P,pcis->vec1_D,pcis->vec1_D);CHKERRQ(ierr); }
5330     } else {
5331       ierr = MatMultAdd(pcbddc->coarse_phi_B,pcbddc->vec1_P,pcis->vec1_B,pcis->vec1_B);CHKERRQ(ierr);
5332       if (pcbddc->switch_static) { ierr = MatMultAdd(pcbddc->coarse_phi_D,pcbddc->vec1_P,pcis->vec1_D,pcis->vec1_D);CHKERRQ(ierr); }
5333     }
5334     /* store p0 */
5335     if (pcbddc->benign_n) {
5336       PetscScalar *array;
5337       PetscInt    j;
5338 
5339       ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5340       for (j=0;j<pcbddc->benign_n;j++) pcbddc->benign_p0[j] = array[pcbddc->local_primal_size-pcbddc->benign_n+j];
5341       ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5342     }
5343   } else { /* expand the coarse solution */
5344     if (applytranspose) {
5345       ierr = MatMult(pcbddc->coarse_psi_B,pcbddc->vec1_P,pcis->vec1_B);CHKERRQ(ierr);
5346     } else {
5347       ierr = MatMult(pcbddc->coarse_phi_B,pcbddc->vec1_P,pcis->vec1_B);CHKERRQ(ierr);
5348     }
5349   }
5350   PetscFunctionReturn(0);
5351 }
5352 
5353 PetscErrorCode PCBDDCScatterCoarseDataBegin(PC pc,InsertMode imode, ScatterMode smode)
5354 {
5355   PetscErrorCode ierr;
5356   PC_BDDC*       pcbddc = (PC_BDDC*)(pc->data);
5357   PetscScalar    *array;
5358   Vec            from,to;
5359 
5360   PetscFunctionBegin;
5361   if (smode == SCATTER_REVERSE) { /* from global to local -> get data from coarse solution */
5362     from = pcbddc->coarse_vec;
5363     to = pcbddc->vec1_P;
5364     if (pcbddc->coarse_ksp) { /* get array from coarse processes */
5365       Vec tvec;
5366 
5367       ierr = KSPGetRhs(pcbddc->coarse_ksp,&tvec);CHKERRQ(ierr);
5368       ierr = VecResetArray(tvec);CHKERRQ(ierr);
5369       ierr = KSPGetSolution(pcbddc->coarse_ksp,&tvec);CHKERRQ(ierr);
5370       ierr = VecGetArray(tvec,&array);CHKERRQ(ierr);
5371       ierr = VecPlaceArray(from,array);CHKERRQ(ierr);
5372       ierr = VecRestoreArray(tvec,&array);CHKERRQ(ierr);
5373     }
5374   } else { /* from local to global -> put data in coarse right hand side */
5375     from = pcbddc->vec1_P;
5376     to = pcbddc->coarse_vec;
5377   }
5378   ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,from,to,imode,smode);CHKERRQ(ierr);
5379   PetscFunctionReturn(0);
5380 }
5381 
5382 PetscErrorCode PCBDDCScatterCoarseDataEnd(PC pc, InsertMode imode, ScatterMode smode)
5383 {
5384   PetscErrorCode ierr;
5385   PC_BDDC*       pcbddc = (PC_BDDC*)(pc->data);
5386   PetscScalar    *array;
5387   Vec            from,to;
5388 
5389   PetscFunctionBegin;
5390   if (smode == SCATTER_REVERSE) { /* from global to local -> get data from coarse solution */
5391     from = pcbddc->coarse_vec;
5392     to = pcbddc->vec1_P;
5393   } else { /* from local to global -> put data in coarse right hand side */
5394     from = pcbddc->vec1_P;
5395     to = pcbddc->coarse_vec;
5396   }
5397   ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,from,to,imode,smode);CHKERRQ(ierr);
5398   if (smode == SCATTER_FORWARD) {
5399     if (pcbddc->coarse_ksp) { /* get array from coarse processes */
5400       Vec tvec;
5401 
5402       ierr = KSPGetRhs(pcbddc->coarse_ksp,&tvec);CHKERRQ(ierr);
5403       ierr = VecGetArray(to,&array);CHKERRQ(ierr);
5404       ierr = VecPlaceArray(tvec,array);CHKERRQ(ierr);
5405       ierr = VecRestoreArray(to,&array);CHKERRQ(ierr);
5406     }
5407   } else {
5408     if (pcbddc->coarse_ksp) { /* restore array of pcbddc->coarse_vec */
5409      ierr = VecResetArray(from);CHKERRQ(ierr);
5410     }
5411   }
5412   PetscFunctionReturn(0);
5413 }
5414 
5415 /* uncomment for testing purposes */
5416 /* #define PETSC_MISSING_LAPACK_GESVD 1 */
5417 PetscErrorCode PCBDDCConstraintsSetUp(PC pc)
5418 {
5419   PetscErrorCode    ierr;
5420   PC_IS*            pcis = (PC_IS*)(pc->data);
5421   PC_BDDC*          pcbddc = (PC_BDDC*)pc->data;
5422   Mat_IS*           matis = (Mat_IS*)pc->pmat->data;
5423   /* one and zero */
5424   PetscScalar       one=1.0,zero=0.0;
5425   /* space to store constraints and their local indices */
5426   PetscScalar       *constraints_data;
5427   PetscInt          *constraints_idxs,*constraints_idxs_B;
5428   PetscInt          *constraints_idxs_ptr,*constraints_data_ptr;
5429   PetscInt          *constraints_n;
5430   /* iterators */
5431   PetscInt          i,j,k,total_counts,total_counts_cc,cum;
5432   /* BLAS integers */
5433   PetscBLASInt      lwork,lierr;
5434   PetscBLASInt      Blas_N,Blas_M,Blas_K,Blas_one=1;
5435   PetscBLASInt      Blas_LDA,Blas_LDB,Blas_LDC;
5436   /* reuse */
5437   PetscInt          olocal_primal_size,olocal_primal_size_cc;
5438   PetscInt          *olocal_primal_ref_node,*olocal_primal_ref_mult;
5439   /* change of basis */
5440   PetscBool         qr_needed;
5441   PetscBT           change_basis,qr_needed_idx;
5442   /* auxiliary stuff */
5443   PetscInt          *nnz,*is_indices;
5444   PetscInt          ncc;
5445   /* some quantities */
5446   PetscInt          n_vertices,total_primal_vertices,valid_constraints;
5447   PetscInt          size_of_constraint,max_size_of_constraint=0,max_constraints,temp_constraints;
5448 
5449   PetscFunctionBegin;
5450   /* Destroy Mat objects computed previously */
5451   ierr = MatDestroy(&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
5452   ierr = MatDestroy(&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
5453   ierr = MatDestroy(&pcbddc->switch_static_change);CHKERRQ(ierr);
5454   /* save info on constraints from previous setup (if any) */
5455   olocal_primal_size = pcbddc->local_primal_size;
5456   olocal_primal_size_cc = pcbddc->local_primal_size_cc;
5457   ierr = PetscMalloc2(olocal_primal_size_cc,&olocal_primal_ref_node,olocal_primal_size_cc,&olocal_primal_ref_mult);CHKERRQ(ierr);
5458   ierr = PetscMemcpy(olocal_primal_ref_node,pcbddc->local_primal_ref_node,olocal_primal_size_cc*sizeof(PetscInt));CHKERRQ(ierr);
5459   ierr = PetscMemcpy(olocal_primal_ref_mult,pcbddc->local_primal_ref_mult,olocal_primal_size_cc*sizeof(PetscInt));CHKERRQ(ierr);
5460   ierr = PetscFree2(pcbddc->local_primal_ref_node,pcbddc->local_primal_ref_mult);CHKERRQ(ierr);
5461   ierr = PetscFree(pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
5462 
5463   if (!pcbddc->adaptive_selection) {
5464     IS           ISForVertices,*ISForFaces,*ISForEdges;
5465     MatNullSpace nearnullsp;
5466     const Vec    *nearnullvecs;
5467     Vec          *localnearnullsp;
5468     PetscScalar  *array;
5469     PetscInt     n_ISForFaces,n_ISForEdges,nnsp_size;
5470     PetscBool    nnsp_has_cnst;
5471     /* LAPACK working arrays for SVD or POD */
5472     PetscBool    skip_lapack,boolforchange;
5473     PetscScalar  *work;
5474     PetscReal    *singular_vals;
5475 #if defined(PETSC_USE_COMPLEX)
5476     PetscReal    *rwork;
5477 #endif
5478 #if defined(PETSC_MISSING_LAPACK_GESVD)
5479     PetscScalar  *temp_basis,*correlation_mat;
5480 #else
5481     PetscBLASInt dummy_int=1;
5482     PetscScalar  dummy_scalar=1.;
5483 #endif
5484 
5485     /* Get index sets for faces, edges and vertices from graph */
5486     ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,&n_ISForFaces,&ISForFaces,&n_ISForEdges,&ISForEdges,&ISForVertices);CHKERRQ(ierr);
5487     /* print some info */
5488     if (pcbddc->dbg_flag && (!pcbddc->sub_schurs || pcbddc->sub_schurs_rebuild)) {
5489       PetscInt nv;
5490 
5491       ierr = PCBDDCGraphASCIIView(pcbddc->mat_graph,pcbddc->dbg_flag,pcbddc->dbg_viewer);CHKERRQ(ierr);
5492       ierr = ISGetSize(ISForVertices,&nv);CHKERRQ(ierr);
5493       ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
5494       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"--------------------------------------------------------------\n");CHKERRQ(ierr);
5495       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate vertices (%d)\n",PetscGlobalRank,nv,pcbddc->use_vertices);CHKERRQ(ierr);
5496       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate edges    (%d)\n",PetscGlobalRank,n_ISForEdges,pcbddc->use_edges);CHKERRQ(ierr);
5497       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate faces    (%d)\n",PetscGlobalRank,n_ISForFaces,pcbddc->use_faces);CHKERRQ(ierr);
5498       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5499       ierr = PetscViewerASCIIPopSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
5500     }
5501 
5502     /* free unneeded index sets */
5503     if (!pcbddc->use_vertices) {
5504       ierr = ISDestroy(&ISForVertices);CHKERRQ(ierr);
5505     }
5506     if (!pcbddc->use_edges) {
5507       for (i=0;i<n_ISForEdges;i++) {
5508         ierr = ISDestroy(&ISForEdges[i]);CHKERRQ(ierr);
5509       }
5510       ierr = PetscFree(ISForEdges);CHKERRQ(ierr);
5511       n_ISForEdges = 0;
5512     }
5513     if (!pcbddc->use_faces) {
5514       for (i=0;i<n_ISForFaces;i++) {
5515         ierr = ISDestroy(&ISForFaces[i]);CHKERRQ(ierr);
5516       }
5517       ierr = PetscFree(ISForFaces);CHKERRQ(ierr);
5518       n_ISForFaces = 0;
5519     }
5520 
5521     /* check if near null space is attached to global mat */
5522     ierr = MatGetNearNullSpace(pc->pmat,&nearnullsp);CHKERRQ(ierr);
5523     if (nearnullsp) {
5524       ierr = MatNullSpaceGetVecs(nearnullsp,&nnsp_has_cnst,&nnsp_size,&nearnullvecs);CHKERRQ(ierr);
5525       /* remove any stored info */
5526       ierr = MatNullSpaceDestroy(&pcbddc->onearnullspace);CHKERRQ(ierr);
5527       ierr = PetscFree(pcbddc->onearnullvecs_state);CHKERRQ(ierr);
5528       /* store information for BDDC solver reuse */
5529       ierr = PetscObjectReference((PetscObject)nearnullsp);CHKERRQ(ierr);
5530       pcbddc->onearnullspace = nearnullsp;
5531       ierr = PetscMalloc1(nnsp_size,&pcbddc->onearnullvecs_state);CHKERRQ(ierr);
5532       for (i=0;i<nnsp_size;i++) {
5533         ierr = PetscObjectStateGet((PetscObject)nearnullvecs[i],&pcbddc->onearnullvecs_state[i]);CHKERRQ(ierr);
5534       }
5535     } else { /* if near null space is not provided BDDC uses constants by default */
5536       nnsp_size = 0;
5537       nnsp_has_cnst = PETSC_TRUE;
5538     }
5539     /* get max number of constraints on a single cc */
5540     max_constraints = nnsp_size;
5541     if (nnsp_has_cnst) max_constraints++;
5542 
5543     /*
5544          Evaluate maximum storage size needed by the procedure
5545          - Indices for connected component i stored at "constraints_idxs + constraints_idxs_ptr[i]"
5546          - Values for constraints on connected component i stored at "constraints_data + constraints_data_ptr[i]"
5547          There can be multiple constraints per connected component
5548                                                                                                                                                            */
5549     n_vertices = 0;
5550     if (ISForVertices) {
5551       ierr = ISGetSize(ISForVertices,&n_vertices);CHKERRQ(ierr);
5552     }
5553     ncc = n_vertices+n_ISForFaces+n_ISForEdges;
5554     ierr = PetscMalloc3(ncc+1,&constraints_idxs_ptr,ncc+1,&constraints_data_ptr,ncc,&constraints_n);CHKERRQ(ierr);
5555 
5556     total_counts = n_ISForFaces+n_ISForEdges;
5557     total_counts *= max_constraints;
5558     total_counts += n_vertices;
5559     ierr = PetscBTCreate(total_counts,&change_basis);CHKERRQ(ierr);
5560 
5561     total_counts = 0;
5562     max_size_of_constraint = 0;
5563     for (i=0;i<n_ISForEdges+n_ISForFaces;i++) {
5564       IS used_is;
5565       if (i<n_ISForEdges) {
5566         used_is = ISForEdges[i];
5567       } else {
5568         used_is = ISForFaces[i-n_ISForEdges];
5569       }
5570       ierr = ISGetSize(used_is,&j);CHKERRQ(ierr);
5571       total_counts += j;
5572       max_size_of_constraint = PetscMax(j,max_size_of_constraint);
5573     }
5574     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);
5575 
5576     /* get local part of global near null space vectors */
5577     ierr = PetscMalloc1(nnsp_size,&localnearnullsp);CHKERRQ(ierr);
5578     for (k=0;k<nnsp_size;k++) {
5579       ierr = VecDuplicate(pcis->vec1_N,&localnearnullsp[k]);CHKERRQ(ierr);
5580       ierr = VecScatterBegin(matis->rctx,nearnullvecs[k],localnearnullsp[k],INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5581       ierr = VecScatterEnd(matis->rctx,nearnullvecs[k],localnearnullsp[k],INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5582     }
5583 
5584     /* whether or not to skip lapack calls */
5585     skip_lapack = PETSC_TRUE;
5586     if (n_ISForFaces+n_ISForEdges && max_constraints > 1 && !pcbddc->use_nnsp_true) skip_lapack = PETSC_FALSE;
5587 
5588     /* First we issue queries to allocate optimal workspace for LAPACKgesvd (or LAPACKsyev if SVD is missing) */
5589     if (!skip_lapack) {
5590       PetscScalar temp_work;
5591 
5592 #if defined(PETSC_MISSING_LAPACK_GESVD)
5593       /* Proper Orthogonal Decomposition (POD) using the snapshot method */
5594       ierr = PetscMalloc1(max_constraints*max_constraints,&correlation_mat);CHKERRQ(ierr);
5595       ierr = PetscMalloc1(max_constraints,&singular_vals);CHKERRQ(ierr);
5596       ierr = PetscMalloc1(max_size_of_constraint*max_constraints,&temp_basis);CHKERRQ(ierr);
5597 #if defined(PETSC_USE_COMPLEX)
5598       ierr = PetscMalloc1(3*max_constraints,&rwork);CHKERRQ(ierr);
5599 #endif
5600       /* now we evaluate the optimal workspace using query with lwork=-1 */
5601       ierr = PetscBLASIntCast(max_constraints,&Blas_N);CHKERRQ(ierr);
5602       ierr = PetscBLASIntCast(max_constraints,&Blas_LDA);CHKERRQ(ierr);
5603       lwork = -1;
5604       ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5605 #if !defined(PETSC_USE_COMPLEX)
5606       PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,&temp_work,&lwork,&lierr));
5607 #else
5608       PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,&temp_work,&lwork,rwork,&lierr));
5609 #endif
5610       ierr = PetscFPTrapPop();CHKERRQ(ierr);
5611       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to SYEV Lapack routine %d",(int)lierr);
5612 #else /* on missing GESVD */
5613       /* SVD */
5614       PetscInt max_n,min_n;
5615       max_n = max_size_of_constraint;
5616       min_n = max_constraints;
5617       if (max_size_of_constraint < max_constraints) {
5618         min_n = max_size_of_constraint;
5619         max_n = max_constraints;
5620       }
5621       ierr = PetscMalloc1(min_n,&singular_vals);CHKERRQ(ierr);
5622 #if defined(PETSC_USE_COMPLEX)
5623       ierr = PetscMalloc1(5*min_n,&rwork);CHKERRQ(ierr);
5624 #endif
5625       /* now we evaluate the optimal workspace using query with lwork=-1 */
5626       lwork = -1;
5627       ierr = PetscBLASIntCast(max_n,&Blas_M);CHKERRQ(ierr);
5628       ierr = PetscBLASIntCast(min_n,&Blas_N);CHKERRQ(ierr);
5629       ierr = PetscBLASIntCast(max_n,&Blas_LDA);CHKERRQ(ierr);
5630       ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5631 #if !defined(PETSC_USE_COMPLEX)
5632       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));
5633 #else
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,rwork,&lierr));
5635 #endif
5636       ierr = PetscFPTrapPop();CHKERRQ(ierr);
5637       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to GESVD Lapack routine %d",(int)lierr);
5638 #endif /* on missing GESVD */
5639       /* Allocate optimal workspace */
5640       ierr = PetscBLASIntCast((PetscInt)PetscRealPart(temp_work),&lwork);CHKERRQ(ierr);
5641       ierr = PetscMalloc1(lwork,&work);CHKERRQ(ierr);
5642     }
5643     /* Now we can loop on constraining sets */
5644     total_counts = 0;
5645     constraints_idxs_ptr[0] = 0;
5646     constraints_data_ptr[0] = 0;
5647     /* vertices */
5648     if (n_vertices) {
5649       ierr = ISGetIndices(ISForVertices,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5650       ierr = PetscMemcpy(constraints_idxs,is_indices,n_vertices*sizeof(PetscInt));CHKERRQ(ierr);
5651       for (i=0;i<n_vertices;i++) {
5652         constraints_n[total_counts] = 1;
5653         constraints_data[total_counts] = 1.0;
5654         constraints_idxs_ptr[total_counts+1] = constraints_idxs_ptr[total_counts]+1;
5655         constraints_data_ptr[total_counts+1] = constraints_data_ptr[total_counts]+1;
5656         total_counts++;
5657       }
5658       ierr = ISRestoreIndices(ISForVertices,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5659       n_vertices = total_counts;
5660     }
5661 
5662     /* edges and faces */
5663     total_counts_cc = total_counts;
5664     for (ncc=0;ncc<n_ISForEdges+n_ISForFaces;ncc++) {
5665       IS        used_is;
5666       PetscBool idxs_copied = PETSC_FALSE;
5667 
5668       if (ncc<n_ISForEdges) {
5669         used_is = ISForEdges[ncc];
5670         boolforchange = pcbddc->use_change_of_basis; /* change or not the basis on the edge */
5671       } else {
5672         used_is = ISForFaces[ncc-n_ISForEdges];
5673         boolforchange = (PetscBool)(pcbddc->use_change_of_basis && pcbddc->use_change_on_faces); /* change or not the basis on the face */
5674       }
5675       temp_constraints = 0;          /* zero the number of constraints I have on this conn comp */
5676 
5677       ierr = ISGetSize(used_is,&size_of_constraint);CHKERRQ(ierr);
5678       ierr = ISGetIndices(used_is,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5679       /* change of basis should not be performed on local periodic nodes */
5680       if (pcbddc->mat_graph->mirrors && pcbddc->mat_graph->mirrors[is_indices[0]]) boolforchange = PETSC_FALSE;
5681       if (nnsp_has_cnst) {
5682         PetscScalar quad_value;
5683 
5684         ierr = PetscMemcpy(constraints_idxs + constraints_idxs_ptr[total_counts_cc],is_indices,size_of_constraint*sizeof(PetscInt));CHKERRQ(ierr);
5685         idxs_copied = PETSC_TRUE;
5686 
5687         if (!pcbddc->use_nnsp_true) {
5688           quad_value = (PetscScalar)(1.0/PetscSqrtReal((PetscReal)size_of_constraint));
5689         } else {
5690           quad_value = 1.0;
5691         }
5692         for (j=0;j<size_of_constraint;j++) {
5693           constraints_data[constraints_data_ptr[total_counts_cc]+j] = quad_value;
5694         }
5695         temp_constraints++;
5696         total_counts++;
5697       }
5698       for (k=0;k<nnsp_size;k++) {
5699         PetscReal real_value;
5700         PetscScalar *ptr_to_data;
5701 
5702         ierr = VecGetArrayRead(localnearnullsp[k],(const PetscScalar**)&array);CHKERRQ(ierr);
5703         ptr_to_data = &constraints_data[constraints_data_ptr[total_counts_cc]+temp_constraints*size_of_constraint];
5704         for (j=0;j<size_of_constraint;j++) {
5705           ptr_to_data[j] = array[is_indices[j]];
5706         }
5707         ierr = VecRestoreArrayRead(localnearnullsp[k],(const PetscScalar**)&array);CHKERRQ(ierr);
5708         /* check if array is null on the connected component */
5709         ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
5710         PetscStackCallBLAS("BLASasum",real_value = BLASasum_(&Blas_N,ptr_to_data,&Blas_one));
5711         if (real_value > 0.0) { /* keep indices and values */
5712           temp_constraints++;
5713           total_counts++;
5714           if (!idxs_copied) {
5715             ierr = PetscMemcpy(constraints_idxs + constraints_idxs_ptr[total_counts_cc],is_indices,size_of_constraint*sizeof(PetscInt));CHKERRQ(ierr);
5716             idxs_copied = PETSC_TRUE;
5717           }
5718         }
5719       }
5720       ierr = ISRestoreIndices(used_is,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5721       valid_constraints = temp_constraints;
5722       if (!pcbddc->use_nnsp_true && temp_constraints) {
5723         if (temp_constraints == 1) { /* just normalize the constraint */
5724           PetscScalar norm,*ptr_to_data;
5725 
5726           ptr_to_data = &constraints_data[constraints_data_ptr[total_counts_cc]];
5727           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
5728           PetscStackCallBLAS("BLASdot",norm = BLASdot_(&Blas_N,ptr_to_data,&Blas_one,ptr_to_data,&Blas_one));
5729           norm = 1.0/PetscSqrtReal(PetscRealPart(norm));
5730           PetscStackCallBLAS("BLASscal",BLASscal_(&Blas_N,&norm,ptr_to_data,&Blas_one));
5731         } else { /* perform SVD */
5732           PetscReal   tol = 1.0e-8; /* tolerance for retaining eigenmodes */
5733           PetscScalar *ptr_to_data = &constraints_data[constraints_data_ptr[total_counts_cc]];
5734 
5735 #if defined(PETSC_MISSING_LAPACK_GESVD)
5736           /* SVD: Y = U*S*V^H                -> U (eigenvectors of Y*Y^H) = Y*V*(S)^\dag
5737              POD: Y^H*Y = V*D*V^H, D = S^H*S -> U = Y*V*D^(-1/2)
5738              -> When PETSC_USE_COMPLEX and PETSC_MISSING_LAPACK_GESVD are defined
5739                 the constraints basis will differ (by a complex factor with absolute value equal to 1)
5740                 from that computed using LAPACKgesvd
5741              -> This is due to a different computation of eigenvectors in LAPACKheev
5742              -> The quality of the POD-computed basis will be the same */
5743           ierr = PetscMemzero(correlation_mat,temp_constraints*temp_constraints*sizeof(PetscScalar));CHKERRQ(ierr);
5744           /* Store upper triangular part of correlation matrix */
5745           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
5746           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5747           for (j=0;j<temp_constraints;j++) {
5748             for (k=0;k<j+1;k++) {
5749               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));
5750             }
5751           }
5752           /* compute eigenvalues and eigenvectors of correlation matrix */
5753           ierr = PetscBLASIntCast(temp_constraints,&Blas_N);CHKERRQ(ierr);
5754           ierr = PetscBLASIntCast(temp_constraints,&Blas_LDA);CHKERRQ(ierr);
5755 #if !defined(PETSC_USE_COMPLEX)
5756           PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,work,&lwork,&lierr));
5757 #else
5758           PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,work,&lwork,rwork,&lierr));
5759 #endif
5760           ierr = PetscFPTrapPop();CHKERRQ(ierr);
5761           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYEV Lapack routine %d",(int)lierr);
5762           /* retain eigenvalues greater than tol: note that LAPACKsyev gives eigs in ascending order */
5763           j = 0;
5764           while (j < temp_constraints && singular_vals[j] < tol) j++;
5765           total_counts = total_counts-j;
5766           valid_constraints = temp_constraints-j;
5767           /* scale and copy POD basis into used quadrature memory */
5768           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
5769           ierr = PetscBLASIntCast(temp_constraints,&Blas_N);CHKERRQ(ierr);
5770           ierr = PetscBLASIntCast(temp_constraints,&Blas_K);CHKERRQ(ierr);
5771           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
5772           ierr = PetscBLASIntCast(temp_constraints,&Blas_LDB);CHKERRQ(ierr);
5773           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDC);CHKERRQ(ierr);
5774           if (j<temp_constraints) {
5775             PetscInt ii;
5776             for (k=j;k<temp_constraints;k++) singular_vals[k] = 1.0/PetscSqrtReal(singular_vals[k]);
5777             ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5778             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));
5779             ierr = PetscFPTrapPop();CHKERRQ(ierr);
5780             for (k=0;k<temp_constraints-j;k++) {
5781               for (ii=0;ii<size_of_constraint;ii++) {
5782                 ptr_to_data[k*size_of_constraint+ii] = singular_vals[temp_constraints-1-k]*temp_basis[(temp_constraints-1-k)*size_of_constraint+ii];
5783               }
5784             }
5785           }
5786 #else  /* on missing GESVD */
5787           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
5788           ierr = PetscBLASIntCast(temp_constraints,&Blas_N);CHKERRQ(ierr);
5789           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
5790           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5791 #if !defined(PETSC_USE_COMPLEX)
5792           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));
5793 #else
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,rwork,&lierr));
5795 #endif
5796           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in GESVD Lapack routine %d",(int)lierr);
5797           ierr = PetscFPTrapPop();CHKERRQ(ierr);
5798           /* retain eigenvalues greater than tol: note that LAPACKgesvd gives eigs in descending order */
5799           k = temp_constraints;
5800           if (k > size_of_constraint) k = size_of_constraint;
5801           j = 0;
5802           while (j < k && singular_vals[k-j-1] < tol) j++;
5803           valid_constraints = k-j;
5804           total_counts = total_counts-temp_constraints+valid_constraints;
5805 #endif /* on missing GESVD */
5806         }
5807       }
5808       /* update pointers information */
5809       if (valid_constraints) {
5810         constraints_n[total_counts_cc] = valid_constraints;
5811         constraints_idxs_ptr[total_counts_cc+1] = constraints_idxs_ptr[total_counts_cc]+size_of_constraint;
5812         constraints_data_ptr[total_counts_cc+1] = constraints_data_ptr[total_counts_cc]+size_of_constraint*valid_constraints;
5813         /* set change_of_basis flag */
5814         if (boolforchange) {
5815           PetscBTSet(change_basis,total_counts_cc);
5816         }
5817         total_counts_cc++;
5818       }
5819     }
5820     /* free workspace */
5821     if (!skip_lapack) {
5822       ierr = PetscFree(work);CHKERRQ(ierr);
5823 #if defined(PETSC_USE_COMPLEX)
5824       ierr = PetscFree(rwork);CHKERRQ(ierr);
5825 #endif
5826       ierr = PetscFree(singular_vals);CHKERRQ(ierr);
5827 #if defined(PETSC_MISSING_LAPACK_GESVD)
5828       ierr = PetscFree(correlation_mat);CHKERRQ(ierr);
5829       ierr = PetscFree(temp_basis);CHKERRQ(ierr);
5830 #endif
5831     }
5832     for (k=0;k<nnsp_size;k++) {
5833       ierr = VecDestroy(&localnearnullsp[k]);CHKERRQ(ierr);
5834     }
5835     ierr = PetscFree(localnearnullsp);CHKERRQ(ierr);
5836     /* free index sets of faces, edges and vertices */
5837     for (i=0;i<n_ISForFaces;i++) {
5838       ierr = ISDestroy(&ISForFaces[i]);CHKERRQ(ierr);
5839     }
5840     if (n_ISForFaces) {
5841       ierr = PetscFree(ISForFaces);CHKERRQ(ierr);
5842     }
5843     for (i=0;i<n_ISForEdges;i++) {
5844       ierr = ISDestroy(&ISForEdges[i]);CHKERRQ(ierr);
5845     }
5846     if (n_ISForEdges) {
5847       ierr = PetscFree(ISForEdges);CHKERRQ(ierr);
5848     }
5849     ierr = ISDestroy(&ISForVertices);CHKERRQ(ierr);
5850   } else {
5851     PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
5852 
5853     total_counts = 0;
5854     n_vertices = 0;
5855     if (sub_schurs->is_vertices && pcbddc->use_vertices) {
5856       ierr = ISGetLocalSize(sub_schurs->is_vertices,&n_vertices);CHKERRQ(ierr);
5857     }
5858     max_constraints = 0;
5859     total_counts_cc = 0;
5860     for (i=0;i<sub_schurs->n_subs+n_vertices;i++) {
5861       total_counts += pcbddc->adaptive_constraints_n[i];
5862       if (pcbddc->adaptive_constraints_n[i]) total_counts_cc++;
5863       max_constraints = PetscMax(max_constraints,pcbddc->adaptive_constraints_n[i]);
5864     }
5865     constraints_idxs_ptr = pcbddc->adaptive_constraints_idxs_ptr;
5866     constraints_data_ptr = pcbddc->adaptive_constraints_data_ptr;
5867     constraints_idxs = pcbddc->adaptive_constraints_idxs;
5868     constraints_data = pcbddc->adaptive_constraints_data;
5869     /* constraints_n differs from pcbddc->adaptive_constraints_n */
5870     ierr = PetscMalloc1(total_counts_cc,&constraints_n);CHKERRQ(ierr);
5871     total_counts_cc = 0;
5872     for (i=0;i<sub_schurs->n_subs+n_vertices;i++) {
5873       if (pcbddc->adaptive_constraints_n[i]) {
5874         constraints_n[total_counts_cc++] = pcbddc->adaptive_constraints_n[i];
5875       }
5876     }
5877 #if 0
5878     printf("Found %d totals (%d)\n",total_counts_cc,total_counts);
5879     for (i=0;i<total_counts_cc;i++) {
5880       printf("const %d, start %d",i,constraints_idxs_ptr[i]);
5881       printf(" end %d:\n",constraints_idxs_ptr[i+1]);
5882       for (j=constraints_idxs_ptr[i];j<constraints_idxs_ptr[i+1];j++) {
5883         printf(" %d",constraints_idxs[j]);
5884       }
5885       printf("\n");
5886       printf("number of cc: %d\n",constraints_n[i]);
5887     }
5888     for (i=0;i<n_vertices;i++) {
5889       PetscPrintf(PETSC_COMM_SELF,"[%d] vertex %d, n %d\n",PetscGlobalRank,i,pcbddc->adaptive_constraints_n[i]);
5890     }
5891     for (i=0;i<sub_schurs->n_subs;i++) {
5892       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]);
5893     }
5894 #endif
5895 
5896     max_size_of_constraint = 0;
5897     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]);
5898     ierr = PetscMalloc1(constraints_idxs_ptr[total_counts_cc],&constraints_idxs_B);CHKERRQ(ierr);
5899     /* Change of basis */
5900     ierr = PetscBTCreate(total_counts_cc,&change_basis);CHKERRQ(ierr);
5901     if (pcbddc->use_change_of_basis) {
5902       for (i=0;i<sub_schurs->n_subs;i++) {
5903         if (PetscBTLookup(sub_schurs->is_edge,i) || pcbddc->use_change_on_faces) {
5904           ierr = PetscBTSet(change_basis,i+n_vertices);CHKERRQ(ierr);
5905         }
5906       }
5907     }
5908   }
5909   pcbddc->local_primal_size = total_counts;
5910   ierr = PetscMalloc1(pcbddc->local_primal_size+pcbddc->benign_n,&pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
5911 
5912   /* map constraints_idxs in boundary numbering */
5913   ierr = ISGlobalToLocalMappingApply(pcis->BtoNmap,IS_GTOLM_DROP,constraints_idxs_ptr[total_counts_cc],constraints_idxs,&i,constraints_idxs_B);CHKERRQ(ierr);
5914   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);
5915 
5916   /* Create constraint matrix */
5917   ierr = MatCreate(PETSC_COMM_SELF,&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
5918   ierr = MatSetType(pcbddc->ConstraintMatrix,MATAIJ);CHKERRQ(ierr);
5919   ierr = MatSetSizes(pcbddc->ConstraintMatrix,pcbddc->local_primal_size,pcis->n,pcbddc->local_primal_size,pcis->n);CHKERRQ(ierr);
5920 
5921   /* find primal_dofs: subdomain corners plus dofs selected as primal after change of basis */
5922   /* determine if a QR strategy is needed for change of basis */
5923   qr_needed = PETSC_FALSE;
5924   ierr = PetscBTCreate(total_counts_cc,&qr_needed_idx);CHKERRQ(ierr);
5925   total_primal_vertices=0;
5926   pcbddc->local_primal_size_cc = 0;
5927   for (i=0;i<total_counts_cc;i++) {
5928     size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
5929     if (size_of_constraint == 1 && pcbddc->mat_graph->custom_minimal_size) {
5930       pcbddc->primal_indices_local_idxs[total_primal_vertices++] = constraints_idxs[constraints_idxs_ptr[i]];
5931       pcbddc->local_primal_size_cc += 1;
5932     } else if (PetscBTLookup(change_basis,i)) {
5933       for (k=0;k<constraints_n[i];k++) {
5934         pcbddc->primal_indices_local_idxs[total_primal_vertices++] = constraints_idxs[constraints_idxs_ptr[i]+k];
5935       }
5936       pcbddc->local_primal_size_cc += constraints_n[i];
5937       if (constraints_n[i] > 1 || pcbddc->use_qr_single) {
5938         PetscBTSet(qr_needed_idx,i);
5939         qr_needed = PETSC_TRUE;
5940       }
5941     } else {
5942       pcbddc->local_primal_size_cc += 1;
5943     }
5944   }
5945   /* note that the local variable n_vertices used below stores the number of pointwise constraints */
5946   pcbddc->n_vertices = total_primal_vertices;
5947   /* permute indices in order to have a sorted set of vertices */
5948   ierr = PetscSortInt(total_primal_vertices,pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
5949   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);
5950   ierr = PetscMemcpy(pcbddc->local_primal_ref_node,pcbddc->primal_indices_local_idxs,total_primal_vertices*sizeof(PetscInt));CHKERRQ(ierr);
5951   for (i=0;i<total_primal_vertices;i++) pcbddc->local_primal_ref_mult[i] = 1;
5952 
5953   /* nonzero structure of constraint matrix */
5954   /* and get reference dof for local constraints */
5955   ierr = PetscMalloc1(pcbddc->local_primal_size,&nnz);CHKERRQ(ierr);
5956   for (i=0;i<total_primal_vertices;i++) nnz[i] = 1;
5957 
5958   j = total_primal_vertices;
5959   total_counts = total_primal_vertices;
5960   cum = total_primal_vertices;
5961   for (i=n_vertices;i<total_counts_cc;i++) {
5962     if (!PetscBTLookup(change_basis,i)) {
5963       pcbddc->local_primal_ref_node[cum] = constraints_idxs[constraints_idxs_ptr[i]];
5964       pcbddc->local_primal_ref_mult[cum] = constraints_n[i];
5965       cum++;
5966       size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
5967       for (k=0;k<constraints_n[i];k++) {
5968         pcbddc->primal_indices_local_idxs[total_counts++] = constraints_idxs[constraints_idxs_ptr[i]+k];
5969         nnz[j+k] = size_of_constraint;
5970       }
5971       j += constraints_n[i];
5972     }
5973   }
5974   ierr = MatSeqAIJSetPreallocation(pcbddc->ConstraintMatrix,0,nnz);CHKERRQ(ierr);
5975   ierr = PetscFree(nnz);CHKERRQ(ierr);
5976 
5977   /* set values in constraint matrix */
5978   for (i=0;i<total_primal_vertices;i++) {
5979     ierr = MatSetValue(pcbddc->ConstraintMatrix,i,pcbddc->local_primal_ref_node[i],1.0,INSERT_VALUES);CHKERRQ(ierr);
5980   }
5981   total_counts = total_primal_vertices;
5982   for (i=n_vertices;i<total_counts_cc;i++) {
5983     if (!PetscBTLookup(change_basis,i)) {
5984       PetscInt *cols;
5985 
5986       size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
5987       cols = constraints_idxs+constraints_idxs_ptr[i];
5988       for (k=0;k<constraints_n[i];k++) {
5989         PetscInt    row = total_counts+k;
5990         PetscScalar *vals;
5991 
5992         vals = constraints_data+constraints_data_ptr[i]+k*size_of_constraint;
5993         ierr = MatSetValues(pcbddc->ConstraintMatrix,1,&row,size_of_constraint,cols,vals,INSERT_VALUES);CHKERRQ(ierr);
5994       }
5995       total_counts += constraints_n[i];
5996     }
5997   }
5998   /* assembling */
5999   ierr = MatAssemblyBegin(pcbddc->ConstraintMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6000   ierr = MatAssemblyEnd(pcbddc->ConstraintMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6001 
6002   /*
6003   ierr = PetscViewerPushFormat(PETSC_VIEWER_STDOUT_SELF,PETSC_VIEWER_ASCII_MATLAB);CHKERRQ(ierr);
6004   ierr = MatView(pcbddc->ConstraintMatrix,(PetscViewer)0);CHKERRQ(ierr);
6005   ierr = PetscViewerPopFormat(PETSC_VIEWER_STDOUT_SELF);CHKERRQ(ierr);
6006   */
6007   /* Create matrix for change of basis. We don't need it in case pcbddc->use_change_of_basis is FALSE */
6008   if (pcbddc->use_change_of_basis) {
6009     /* dual and primal dofs on a single cc */
6010     PetscInt     dual_dofs,primal_dofs;
6011     /* working stuff for GEQRF */
6012     PetscScalar  *qr_basis,*qr_tau = NULL,*qr_work,lqr_work_t;
6013     PetscBLASInt lqr_work;
6014     /* working stuff for UNGQR */
6015     PetscScalar  *gqr_work,lgqr_work_t;
6016     PetscBLASInt lgqr_work;
6017     /* working stuff for TRTRS */
6018     PetscScalar  *trs_rhs;
6019     PetscBLASInt Blas_NRHS;
6020     /* pointers for values insertion into change of basis matrix */
6021     PetscInt     *start_rows,*start_cols;
6022     PetscScalar  *start_vals;
6023     /* working stuff for values insertion */
6024     PetscBT      is_primal;
6025     PetscInt     *aux_primal_numbering_B;
6026     /* matrix sizes */
6027     PetscInt     global_size,local_size;
6028     /* temporary change of basis */
6029     Mat          localChangeOfBasisMatrix;
6030     /* extra space for debugging */
6031     PetscScalar  *dbg_work;
6032 
6033     /* local temporary change of basis acts on local interfaces -> dimension is n_B x n_B */
6034     ierr = MatCreate(PETSC_COMM_SELF,&localChangeOfBasisMatrix);CHKERRQ(ierr);
6035     ierr = MatSetType(localChangeOfBasisMatrix,MATAIJ);CHKERRQ(ierr);
6036     ierr = MatSetSizes(localChangeOfBasisMatrix,pcis->n,pcis->n,pcis->n,pcis->n);CHKERRQ(ierr);
6037     /* nonzeros for local mat */
6038     ierr = PetscMalloc1(pcis->n,&nnz);CHKERRQ(ierr);
6039     if (!pcbddc->benign_change || pcbddc->fake_change) {
6040       for (i=0;i<pcis->n;i++) nnz[i]=1;
6041     } else {
6042       const PetscInt *ii;
6043       PetscInt       n;
6044       PetscBool      flg_row;
6045       ierr = MatGetRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,NULL,&flg_row);CHKERRQ(ierr);
6046       for (i=0;i<n;i++) nnz[i] = ii[i+1]-ii[i];
6047       ierr = MatRestoreRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,NULL,&flg_row);CHKERRQ(ierr);
6048     }
6049     for (i=n_vertices;i<total_counts_cc;i++) {
6050       if (PetscBTLookup(change_basis,i)) {
6051         size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
6052         if (PetscBTLookup(qr_needed_idx,i)) {
6053           for (j=0;j<size_of_constraint;j++) nnz[constraints_idxs[constraints_idxs_ptr[i]+j]] = size_of_constraint;
6054         } else {
6055           nnz[constraints_idxs[constraints_idxs_ptr[i]]] = size_of_constraint;
6056           for (j=1;j<size_of_constraint;j++) nnz[constraints_idxs[constraints_idxs_ptr[i]+j]] = 2;
6057         }
6058       }
6059     }
6060     ierr = MatSeqAIJSetPreallocation(localChangeOfBasisMatrix,0,nnz);CHKERRQ(ierr);
6061     ierr = PetscFree(nnz);CHKERRQ(ierr);
6062     /* Set interior change in the matrix */
6063     if (!pcbddc->benign_change || pcbddc->fake_change) {
6064       for (i=0;i<pcis->n;i++) {
6065         ierr = MatSetValue(localChangeOfBasisMatrix,i,i,1.0,INSERT_VALUES);CHKERRQ(ierr);
6066       }
6067     } else {
6068       const PetscInt *ii,*jj;
6069       PetscScalar    *aa;
6070       PetscInt       n;
6071       PetscBool      flg_row;
6072       ierr = MatGetRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&jj,&flg_row);CHKERRQ(ierr);
6073       ierr = MatSeqAIJGetArray(pcbddc->benign_change,&aa);CHKERRQ(ierr);
6074       for (i=0;i<n;i++) {
6075         ierr = MatSetValues(localChangeOfBasisMatrix,1,&i,ii[i+1]-ii[i],jj+ii[i],aa+ii[i],INSERT_VALUES);CHKERRQ(ierr);
6076       }
6077       ierr = MatSeqAIJRestoreArray(pcbddc->benign_change,&aa);CHKERRQ(ierr);
6078       ierr = MatRestoreRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&jj,&flg_row);CHKERRQ(ierr);
6079     }
6080 
6081     if (pcbddc->dbg_flag) {
6082       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"--------------------------------------------------------------\n");CHKERRQ(ierr);
6083       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Checking change of basis computation for subdomain %04d\n",PetscGlobalRank);CHKERRQ(ierr);
6084     }
6085 
6086 
6087     /* Now we loop on the constraints which need a change of basis */
6088     /*
6089        Change of basis matrix is evaluated similarly to the FIRST APPROACH in
6090        Klawonn and Widlund, Dual-primal FETI-DP methods for linear elasticity, (see Sect 6.2.1)
6091 
6092        Basic blocks of change of basis matrix T computed by
6093 
6094           - Using the following block transformation if there is only a primal dof on the cc (and -pc_bddc_use_qr_single is not specified)
6095 
6096             | 1        0   ...        0         s_1/S |
6097             | 0        1   ...        0         s_2/S |
6098             |              ...                        |
6099             | 0        ...            1     s_{n-1}/S |
6100             | -s_1/s_n ...    -s_{n-1}/s_n      s_n/S |
6101 
6102             with S = \sum_{i=1}^n s_i^2
6103             NOTE: in the above example, the primal dof is the last one of the edge in LOCAL ordering
6104                   in the current implementation, the primal dof is the first one of the edge in GLOBAL ordering
6105 
6106           - QR decomposition of constraints otherwise
6107     */
6108     if (qr_needed) {
6109       /* space to store Q */
6110       ierr = PetscMalloc1(max_size_of_constraint*max_size_of_constraint,&qr_basis);CHKERRQ(ierr);
6111       /* array to store scaling factors for reflectors */
6112       ierr = PetscMalloc1(max_constraints,&qr_tau);CHKERRQ(ierr);
6113       /* first we issue queries for optimal work */
6114       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_M);CHKERRQ(ierr);
6115       ierr = PetscBLASIntCast(max_constraints,&Blas_N);CHKERRQ(ierr);
6116       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6117       lqr_work = -1;
6118       PetscStackCallBLAS("LAPACKgeqrf",LAPACKgeqrf_(&Blas_M,&Blas_N,qr_basis,&Blas_LDA,qr_tau,&lqr_work_t,&lqr_work,&lierr));
6119       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to GEQRF Lapack routine %d",(int)lierr);
6120       ierr = PetscBLASIntCast((PetscInt)PetscRealPart(lqr_work_t),&lqr_work);CHKERRQ(ierr);
6121       ierr = PetscMalloc1((PetscInt)PetscRealPart(lqr_work_t),&qr_work);CHKERRQ(ierr);
6122       lgqr_work = -1;
6123       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_M);CHKERRQ(ierr);
6124       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_N);CHKERRQ(ierr);
6125       ierr = PetscBLASIntCast(max_constraints,&Blas_K);CHKERRQ(ierr);
6126       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6127       if (Blas_K>Blas_M) Blas_K=Blas_M; /* adjust just for computing optimal work */
6128       PetscStackCallBLAS("LAPACKorgqr",LAPACKorgqr_(&Blas_M,&Blas_N,&Blas_K,qr_basis,&Blas_LDA,qr_tau,&lgqr_work_t,&lgqr_work,&lierr));
6129       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to ORGQR/UNGQR Lapack routine %d",(int)lierr);
6130       ierr = PetscBLASIntCast((PetscInt)PetscRealPart(lgqr_work_t),&lgqr_work);CHKERRQ(ierr);
6131       ierr = PetscMalloc1((PetscInt)PetscRealPart(lgqr_work_t),&gqr_work);CHKERRQ(ierr);
6132       /* array to store rhs and solution of triangular solver */
6133       ierr = PetscMalloc1(max_constraints*max_constraints,&trs_rhs);CHKERRQ(ierr);
6134       /* allocating workspace for check */
6135       if (pcbddc->dbg_flag) {
6136         ierr = PetscMalloc1(max_size_of_constraint*(max_constraints+max_size_of_constraint),&dbg_work);CHKERRQ(ierr);
6137       }
6138     }
6139     /* array to store whether a node is primal or not */
6140     ierr = PetscBTCreate(pcis->n_B,&is_primal);CHKERRQ(ierr);
6141     ierr = PetscMalloc1(total_primal_vertices,&aux_primal_numbering_B);CHKERRQ(ierr);
6142     ierr = ISGlobalToLocalMappingApply(pcis->BtoNmap,IS_GTOLM_DROP,total_primal_vertices,pcbddc->local_primal_ref_node,&i,aux_primal_numbering_B);CHKERRQ(ierr);
6143     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);
6144     for (i=0;i<total_primal_vertices;i++) {
6145       ierr = PetscBTSet(is_primal,aux_primal_numbering_B[i]);CHKERRQ(ierr);
6146     }
6147     ierr = PetscFree(aux_primal_numbering_B);CHKERRQ(ierr);
6148 
6149     /* loop on constraints and see whether or not they need a change of basis and compute it */
6150     for (total_counts=n_vertices;total_counts<total_counts_cc;total_counts++) {
6151       size_of_constraint = constraints_idxs_ptr[total_counts+1]-constraints_idxs_ptr[total_counts];
6152       if (PetscBTLookup(change_basis,total_counts)) {
6153         /* get constraint info */
6154         primal_dofs = constraints_n[total_counts];
6155         dual_dofs = size_of_constraint-primal_dofs;
6156 
6157         if (pcbddc->dbg_flag) {
6158           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);
6159         }
6160 
6161         if (PetscBTLookup(qr_needed_idx,total_counts)) { /* QR */
6162 
6163           /* copy quadrature constraints for change of basis check */
6164           if (pcbddc->dbg_flag) {
6165             ierr = PetscMemcpy(dbg_work,&constraints_data[constraints_data_ptr[total_counts]],size_of_constraint*primal_dofs*sizeof(PetscScalar));CHKERRQ(ierr);
6166           }
6167           /* copy temporary constraints into larger work vector (in order to store all columns of Q) */
6168           ierr = PetscMemcpy(qr_basis,&constraints_data[constraints_data_ptr[total_counts]],size_of_constraint*primal_dofs*sizeof(PetscScalar));CHKERRQ(ierr);
6169 
6170           /* compute QR decomposition of constraints */
6171           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6172           ierr = PetscBLASIntCast(primal_dofs,&Blas_N);CHKERRQ(ierr);
6173           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6174           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6175           PetscStackCallBLAS("LAPACKgeqrf",LAPACKgeqrf_(&Blas_M,&Blas_N,qr_basis,&Blas_LDA,qr_tau,qr_work,&lqr_work,&lierr));
6176           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in GEQRF Lapack routine %d",(int)lierr);
6177           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6178 
6179           /* explictly compute R^-T */
6180           ierr = PetscMemzero(trs_rhs,primal_dofs*primal_dofs*sizeof(*trs_rhs));CHKERRQ(ierr);
6181           for (j=0;j<primal_dofs;j++) trs_rhs[j*(primal_dofs+1)] = 1.0;
6182           ierr = PetscBLASIntCast(primal_dofs,&Blas_N);CHKERRQ(ierr);
6183           ierr = PetscBLASIntCast(primal_dofs,&Blas_NRHS);CHKERRQ(ierr);
6184           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6185           ierr = PetscBLASIntCast(primal_dofs,&Blas_LDB);CHKERRQ(ierr);
6186           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6187           PetscStackCallBLAS("LAPACKtrtrs",LAPACKtrtrs_("U","T","N",&Blas_N,&Blas_NRHS,qr_basis,&Blas_LDA,trs_rhs,&Blas_LDB,&lierr));
6188           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in TRTRS Lapack routine %d",(int)lierr);
6189           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6190 
6191           /* explicitly compute all columns of Q (Q = [Q1 | Q2] ) overwriting QR factorization in qr_basis */
6192           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6193           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6194           ierr = PetscBLASIntCast(primal_dofs,&Blas_K);CHKERRQ(ierr);
6195           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6196           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6197           PetscStackCallBLAS("LAPACKorgqr",LAPACKorgqr_(&Blas_M,&Blas_N,&Blas_K,qr_basis,&Blas_LDA,qr_tau,gqr_work,&lgqr_work,&lierr));
6198           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in ORGQR/UNGQR Lapack routine %d",(int)lierr);
6199           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6200 
6201           /* first primal_dofs columns of Q need to be re-scaled in order to be unitary w.r.t constraints
6202              i.e. C_{pxn}*Q_{nxn} should be equal to [I_pxp | 0_pxd] (see check below)
6203              where n=size_of_constraint, p=primal_dofs, d=dual_dofs (n=p+d), I and 0 identity and null matrix resp. */
6204           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6205           ierr = PetscBLASIntCast(primal_dofs,&Blas_N);CHKERRQ(ierr);
6206           ierr = PetscBLASIntCast(primal_dofs,&Blas_K);CHKERRQ(ierr);
6207           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6208           ierr = PetscBLASIntCast(primal_dofs,&Blas_LDB);CHKERRQ(ierr);
6209           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDC);CHKERRQ(ierr);
6210           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6211           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));
6212           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6213           ierr = PetscMemcpy(qr_basis,&constraints_data[constraints_data_ptr[total_counts]],size_of_constraint*primal_dofs*sizeof(PetscScalar));CHKERRQ(ierr);
6214 
6215           /* insert values in change of basis matrix respecting global ordering of new primal dofs */
6216           start_rows = &constraints_idxs[constraints_idxs_ptr[total_counts]];
6217           /* insert cols for primal dofs */
6218           for (j=0;j<primal_dofs;j++) {
6219             start_vals = &qr_basis[j*size_of_constraint];
6220             start_cols = &constraints_idxs[constraints_idxs_ptr[total_counts]+j];
6221             ierr = MatSetValues(localChangeOfBasisMatrix,size_of_constraint,start_rows,1,start_cols,start_vals,INSERT_VALUES);CHKERRQ(ierr);
6222           }
6223           /* insert cols for dual dofs */
6224           for (j=0,k=0;j<dual_dofs;k++) {
6225             if (!PetscBTLookup(is_primal,constraints_idxs_B[constraints_idxs_ptr[total_counts]+k])) {
6226               start_vals = &qr_basis[(primal_dofs+j)*size_of_constraint];
6227               start_cols = &constraints_idxs[constraints_idxs_ptr[total_counts]+k];
6228               ierr = MatSetValues(localChangeOfBasisMatrix,size_of_constraint,start_rows,1,start_cols,start_vals,INSERT_VALUES);CHKERRQ(ierr);
6229               j++;
6230             }
6231           }
6232 
6233           /* check change of basis */
6234           if (pcbddc->dbg_flag) {
6235             PetscInt   ii,jj;
6236             PetscBool valid_qr=PETSC_TRUE;
6237             ierr = PetscBLASIntCast(primal_dofs,&Blas_M);CHKERRQ(ierr);
6238             ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6239             ierr = PetscBLASIntCast(size_of_constraint,&Blas_K);CHKERRQ(ierr);
6240             ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6241             ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDB);CHKERRQ(ierr);
6242             ierr = PetscBLASIntCast(primal_dofs,&Blas_LDC);CHKERRQ(ierr);
6243             ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6244             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));
6245             ierr = PetscFPTrapPop();CHKERRQ(ierr);
6246             for (jj=0;jj<size_of_constraint;jj++) {
6247               for (ii=0;ii<primal_dofs;ii++) {
6248                 if (ii != jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]) > 1.e-12) valid_qr = PETSC_FALSE;
6249                 if (ii == jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]-(PetscReal)1) > 1.e-12) valid_qr = PETSC_FALSE;
6250               }
6251             }
6252             if (!valid_qr) {
6253               ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"\t-> wrong change of basis!\n");CHKERRQ(ierr);
6254               for (jj=0;jj<size_of_constraint;jj++) {
6255                 for (ii=0;ii<primal_dofs;ii++) {
6256                   if (ii != jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]) > 1.e-12) {
6257                     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]));
6258                   }
6259                   if (ii == jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]-(PetscReal)1) > 1.e-12) {
6260                     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]));
6261                   }
6262                 }
6263               }
6264             } else {
6265               ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"\t-> right change of basis!\n");CHKERRQ(ierr);
6266             }
6267           }
6268         } else { /* simple transformation block */
6269           PetscInt    row,col;
6270           PetscScalar val,norm;
6271 
6272           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6273           PetscStackCallBLAS("BLASdot",norm = BLASdot_(&Blas_N,constraints_data+constraints_data_ptr[total_counts],&Blas_one,constraints_data+constraints_data_ptr[total_counts],&Blas_one));
6274           for (j=0;j<size_of_constraint;j++) {
6275             PetscInt row_B = constraints_idxs_B[constraints_idxs_ptr[total_counts]+j];
6276             row = constraints_idxs[constraints_idxs_ptr[total_counts]+j];
6277             if (!PetscBTLookup(is_primal,row_B)) {
6278               col = constraints_idxs[constraints_idxs_ptr[total_counts]];
6279               ierr = MatSetValue(localChangeOfBasisMatrix,row,row,1.0,INSERT_VALUES);CHKERRQ(ierr);
6280               ierr = MatSetValue(localChangeOfBasisMatrix,row,col,constraints_data[constraints_data_ptr[total_counts]+j]/norm,INSERT_VALUES);CHKERRQ(ierr);
6281             } else {
6282               for (k=0;k<size_of_constraint;k++) {
6283                 col = constraints_idxs[constraints_idxs_ptr[total_counts]+k];
6284                 if (row != col) {
6285                   val = -constraints_data[constraints_data_ptr[total_counts]+k]/constraints_data[constraints_data_ptr[total_counts]];
6286                 } else {
6287                   val = constraints_data[constraints_data_ptr[total_counts]]/norm;
6288                 }
6289                 ierr = MatSetValue(localChangeOfBasisMatrix,row,col,val,INSERT_VALUES);CHKERRQ(ierr);
6290               }
6291             }
6292           }
6293           if (pcbddc->dbg_flag) {
6294             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"\t-> using standard change of basis\n");CHKERRQ(ierr);
6295           }
6296         }
6297       } else {
6298         if (pcbddc->dbg_flag) {
6299           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Constraint %d does not need a change of basis (size %d)\n",total_counts,size_of_constraint);CHKERRQ(ierr);
6300         }
6301       }
6302     }
6303 
6304     /* free workspace */
6305     if (qr_needed) {
6306       if (pcbddc->dbg_flag) {
6307         ierr = PetscFree(dbg_work);CHKERRQ(ierr);
6308       }
6309       ierr = PetscFree(trs_rhs);CHKERRQ(ierr);
6310       ierr = PetscFree(qr_tau);CHKERRQ(ierr);
6311       ierr = PetscFree(qr_work);CHKERRQ(ierr);
6312       ierr = PetscFree(gqr_work);CHKERRQ(ierr);
6313       ierr = PetscFree(qr_basis);CHKERRQ(ierr);
6314     }
6315     ierr = PetscBTDestroy(&is_primal);CHKERRQ(ierr);
6316     ierr = MatAssemblyBegin(localChangeOfBasisMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6317     ierr = MatAssemblyEnd(localChangeOfBasisMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6318 
6319     /* assembling of global change of variable */
6320     if (!pcbddc->fake_change) {
6321       Mat      tmat;
6322       PetscInt bs;
6323 
6324       ierr = VecGetSize(pcis->vec1_global,&global_size);CHKERRQ(ierr);
6325       ierr = VecGetLocalSize(pcis->vec1_global,&local_size);CHKERRQ(ierr);
6326       ierr = MatDuplicate(pc->pmat,MAT_DO_NOT_COPY_VALUES,&tmat);CHKERRQ(ierr);
6327       ierr = MatISSetLocalMat(tmat,localChangeOfBasisMatrix);CHKERRQ(ierr);
6328       ierr = MatCreate(PetscObjectComm((PetscObject)pc),&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
6329       ierr = MatSetType(pcbddc->ChangeOfBasisMatrix,MATAIJ);CHKERRQ(ierr);
6330       ierr = MatGetBlockSize(pc->pmat,&bs);CHKERRQ(ierr);
6331       ierr = MatSetBlockSize(pcbddc->ChangeOfBasisMatrix,bs);CHKERRQ(ierr);
6332       ierr = MatSetSizes(pcbddc->ChangeOfBasisMatrix,local_size,local_size,global_size,global_size);CHKERRQ(ierr);
6333       ierr = MatISSetMPIXAIJPreallocation_Private(tmat,pcbddc->ChangeOfBasisMatrix,PETSC_TRUE);CHKERRQ(ierr);
6334       ierr = MatISGetMPIXAIJ(tmat,MAT_REUSE_MATRIX,&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
6335       ierr = MatDestroy(&tmat);CHKERRQ(ierr);
6336       ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
6337       ierr = VecSet(pcis->vec1_N,1.0);CHKERRQ(ierr);
6338       ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6339       ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6340       ierr = VecReciprocal(pcis->vec1_global);CHKERRQ(ierr);
6341       ierr = MatDiagonalScale(pcbddc->ChangeOfBasisMatrix,pcis->vec1_global,NULL);CHKERRQ(ierr);
6342 
6343       /* check */
6344       if (pcbddc->dbg_flag) {
6345         PetscReal error;
6346         Vec       x,x_change;
6347 
6348         ierr = VecDuplicate(pcis->vec1_global,&x);CHKERRQ(ierr);
6349         ierr = VecDuplicate(pcis->vec1_global,&x_change);CHKERRQ(ierr);
6350         ierr = VecSetRandom(x,NULL);CHKERRQ(ierr);
6351         ierr = VecCopy(x,pcis->vec1_global);CHKERRQ(ierr);
6352         ierr = VecScatterBegin(matis->rctx,x,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6353         ierr = VecScatterEnd(matis->rctx,x,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6354         ierr = MatMult(localChangeOfBasisMatrix,pcis->vec1_N,pcis->vec2_N);CHKERRQ(ierr);
6355         ierr = VecScatterBegin(matis->rctx,pcis->vec2_N,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6356         ierr = VecScatterEnd(matis->rctx,pcis->vec2_N,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6357         ierr = MatMult(pcbddc->ChangeOfBasisMatrix,pcis->vec1_global,x_change);CHKERRQ(ierr);
6358         ierr = VecAXPY(x,-1.0,x_change);CHKERRQ(ierr);
6359         ierr = VecNorm(x,NORM_INFINITY,&error);CHKERRQ(ierr);
6360         if (error > PETSC_SMALL) {
6361           SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"Error global vs local change on N: %1.6e\n",error);
6362         }
6363         ierr = VecDestroy(&x);CHKERRQ(ierr);
6364         ierr = VecDestroy(&x_change);CHKERRQ(ierr);
6365       }
6366       /* adapt sub_schurs computed (if any) */
6367       if (pcbddc->use_deluxe_scaling) {
6368         PCBDDCSubSchurs sub_schurs=pcbddc->sub_schurs;
6369 
6370         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");
6371         if (sub_schurs && sub_schurs->S_Ej_all) {
6372           Mat                    S_new,tmat;
6373           IS                     is_all_N,is_V_Sall = NULL;
6374 
6375           ierr = ISLocalToGlobalMappingApplyIS(pcis->BtoNmap,sub_schurs->is_Ej_all,&is_all_N);CHKERRQ(ierr);
6376           ierr = MatCreateSubMatrix(localChangeOfBasisMatrix,is_all_N,is_all_N,MAT_INITIAL_MATRIX,&tmat);CHKERRQ(ierr);
6377           if (pcbddc->deluxe_zerorows) {
6378             ISLocalToGlobalMapping NtoSall;
6379             IS                     is_V;
6380             ierr = ISCreateGeneral(PETSC_COMM_SELF,pcbddc->n_vertices,pcbddc->local_primal_ref_node,PETSC_COPY_VALUES,&is_V);CHKERRQ(ierr);
6381             ierr = ISLocalToGlobalMappingCreateIS(is_all_N,&NtoSall);CHKERRQ(ierr);
6382             ierr = ISGlobalToLocalMappingApplyIS(NtoSall,IS_GTOLM_DROP,is_V,&is_V_Sall);CHKERRQ(ierr);
6383             ierr = ISLocalToGlobalMappingDestroy(&NtoSall);CHKERRQ(ierr);
6384             ierr = ISDestroy(&is_V);CHKERRQ(ierr);
6385           }
6386           ierr = ISDestroy(&is_all_N);CHKERRQ(ierr);
6387           ierr = MatPtAP(sub_schurs->S_Ej_all,tmat,MAT_INITIAL_MATRIX,1.0,&S_new);CHKERRQ(ierr);
6388           ierr = MatDestroy(&sub_schurs->S_Ej_all);CHKERRQ(ierr);
6389           ierr = PetscObjectReference((PetscObject)S_new);CHKERRQ(ierr);
6390           if (pcbddc->deluxe_zerorows) {
6391             const PetscScalar *array;
6392             const PetscInt    *idxs_V,*idxs_all;
6393             PetscInt          i,n_V;
6394 
6395             ierr = MatZeroRowsColumnsIS(S_new,is_V_Sall,1.,NULL,NULL);CHKERRQ(ierr);
6396             ierr = ISGetLocalSize(is_V_Sall,&n_V);CHKERRQ(ierr);
6397             ierr = ISGetIndices(is_V_Sall,&idxs_V);CHKERRQ(ierr);
6398             ierr = ISGetIndices(sub_schurs->is_Ej_all,&idxs_all);CHKERRQ(ierr);
6399             ierr = VecGetArrayRead(pcis->D,&array);CHKERRQ(ierr);
6400             for (i=0;i<n_V;i++) {
6401               PetscScalar val;
6402               PetscInt    idx;
6403 
6404               idx = idxs_V[i];
6405               val = array[idxs_all[idxs_V[i]]];
6406               ierr = MatSetValue(S_new,idx,idx,val,INSERT_VALUES);CHKERRQ(ierr);
6407             }
6408             ierr = MatAssemblyBegin(S_new,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6409             ierr = MatAssemblyEnd(S_new,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6410             ierr = VecRestoreArrayRead(pcis->D,&array);CHKERRQ(ierr);
6411             ierr = ISRestoreIndices(sub_schurs->is_Ej_all,&idxs_all);CHKERRQ(ierr);
6412             ierr = ISRestoreIndices(is_V_Sall,&idxs_V);CHKERRQ(ierr);
6413           }
6414           sub_schurs->S_Ej_all = S_new;
6415           ierr = MatDestroy(&S_new);CHKERRQ(ierr);
6416           if (sub_schurs->sum_S_Ej_all) {
6417             ierr = MatPtAP(sub_schurs->sum_S_Ej_all,tmat,MAT_INITIAL_MATRIX,1.0,&S_new);CHKERRQ(ierr);
6418             ierr = MatDestroy(&sub_schurs->sum_S_Ej_all);CHKERRQ(ierr);
6419             ierr = PetscObjectReference((PetscObject)S_new);CHKERRQ(ierr);
6420             if (pcbddc->deluxe_zerorows) {
6421               ierr = MatZeroRowsColumnsIS(S_new,is_V_Sall,1.,NULL,NULL);CHKERRQ(ierr);
6422             }
6423             sub_schurs->sum_S_Ej_all = S_new;
6424             ierr = MatDestroy(&S_new);CHKERRQ(ierr);
6425           }
6426           ierr = ISDestroy(&is_V_Sall);CHKERRQ(ierr);
6427           ierr = MatDestroy(&tmat);CHKERRQ(ierr);
6428         }
6429         /* destroy any change of basis context in sub_schurs */
6430         if (sub_schurs && sub_schurs->change) {
6431           PetscInt i;
6432 
6433           for (i=0;i<sub_schurs->n_subs;i++) {
6434             ierr = KSPDestroy(&sub_schurs->change[i]);CHKERRQ(ierr);
6435           }
6436           ierr = PetscFree(sub_schurs->change);CHKERRQ(ierr);
6437         }
6438       }
6439       if (pcbddc->switch_static) { /* need to save the local change */
6440         pcbddc->switch_static_change = localChangeOfBasisMatrix;
6441       } else {
6442         ierr = MatDestroy(&localChangeOfBasisMatrix);CHKERRQ(ierr);
6443       }
6444       /* determine if any process has changed the pressures locally */
6445       pcbddc->change_interior = pcbddc->benign_have_null;
6446     } else { /* fake change (get back change of basis into ConstraintMatrix and info on qr) */
6447       ierr = MatDestroy(&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
6448       pcbddc->ConstraintMatrix = localChangeOfBasisMatrix;
6449       pcbddc->use_qr_single = qr_needed;
6450     }
6451   } else if (pcbddc->user_ChangeOfBasisMatrix || pcbddc->benign_saddle_point) {
6452     if (!pcbddc->benign_have_null && pcbddc->user_ChangeOfBasisMatrix) {
6453       ierr = PetscObjectReference((PetscObject)pcbddc->user_ChangeOfBasisMatrix);CHKERRQ(ierr);
6454       pcbddc->ChangeOfBasisMatrix = pcbddc->user_ChangeOfBasisMatrix;
6455     } else {
6456       Mat benign_global = NULL;
6457       if (pcbddc->benign_have_null) {
6458         Mat tmat;
6459 
6460         pcbddc->change_interior = PETSC_TRUE;
6461         ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
6462         ierr = VecSet(pcis->vec1_N,1.0);CHKERRQ(ierr);
6463         ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6464         ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6465         ierr = VecReciprocal(pcis->vec1_global);CHKERRQ(ierr);
6466         ierr = VecScatterBegin(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6467         ierr = VecScatterEnd(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6468         ierr = MatDuplicate(pc->pmat,MAT_DO_NOT_COPY_VALUES,&tmat);CHKERRQ(ierr);
6469         if (pcbddc->benign_change) {
6470           Mat M;
6471 
6472           ierr = MatDuplicate(pcbddc->benign_change,MAT_COPY_VALUES,&M);CHKERRQ(ierr);
6473           ierr = MatDiagonalScale(M,pcis->vec1_N,NULL);CHKERRQ(ierr);
6474           ierr = MatISSetLocalMat(tmat,M);CHKERRQ(ierr);
6475           ierr = MatDestroy(&M);CHKERRQ(ierr);
6476         } else {
6477           Mat         eye;
6478           PetscScalar *array;
6479 
6480           ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr);
6481           ierr = MatCreateSeqAIJ(PETSC_COMM_SELF,pcis->n,pcis->n,1,NULL,&eye);CHKERRQ(ierr);
6482           for (i=0;i<pcis->n;i++) {
6483             ierr = MatSetValue(eye,i,i,array[i],INSERT_VALUES);CHKERRQ(ierr);
6484           }
6485           ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr);
6486           ierr = MatAssemblyBegin(eye,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6487           ierr = MatAssemblyEnd(eye,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6488           ierr = MatISSetLocalMat(tmat,eye);CHKERRQ(ierr);
6489           ierr = MatDestroy(&eye);CHKERRQ(ierr);
6490         }
6491         ierr = MatISGetMPIXAIJ(tmat,MAT_INITIAL_MATRIX,&benign_global);CHKERRQ(ierr);
6492         ierr = MatDestroy(&tmat);CHKERRQ(ierr);
6493       }
6494       if (pcbddc->user_ChangeOfBasisMatrix) {
6495         ierr = MatMatMult(pcbddc->user_ChangeOfBasisMatrix,benign_global,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
6496         ierr = MatDestroy(&benign_global);CHKERRQ(ierr);
6497       } else if (pcbddc->benign_have_null) {
6498         pcbddc->ChangeOfBasisMatrix = benign_global;
6499       }
6500     }
6501     if (pcbddc->switch_static && pcbddc->ChangeOfBasisMatrix) { /* need to save the local change */
6502       IS             is_global;
6503       const PetscInt *gidxs;
6504 
6505       ierr = ISLocalToGlobalMappingGetIndices(pc->pmat->rmap->mapping,&gidxs);CHKERRQ(ierr);
6506       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),pcis->n,gidxs,PETSC_COPY_VALUES,&is_global);CHKERRQ(ierr);
6507       ierr = ISLocalToGlobalMappingRestoreIndices(pc->pmat->rmap->mapping,&gidxs);CHKERRQ(ierr);
6508       ierr = MatCreateSubMatrixUnsorted(pcbddc->ChangeOfBasisMatrix,is_global,is_global,&pcbddc->switch_static_change);CHKERRQ(ierr);
6509       ierr = ISDestroy(&is_global);CHKERRQ(ierr);
6510     }
6511   }
6512   if (!pcbddc->fake_change && pcbddc->ChangeOfBasisMatrix && !pcbddc->work_change) {
6513     ierr = VecDuplicate(pcis->vec1_global,&pcbddc->work_change);CHKERRQ(ierr);
6514   }
6515 
6516   if (!pcbddc->fake_change) {
6517     /* add pressure dofs to set of primal nodes for numbering purposes */
6518     for (i=0;i<pcbddc->benign_n;i++) {
6519       pcbddc->local_primal_ref_node[pcbddc->local_primal_size_cc] = pcbddc->benign_p0_lidx[i];
6520       pcbddc->primal_indices_local_idxs[pcbddc->local_primal_size] = pcbddc->benign_p0_lidx[i];
6521       pcbddc->local_primal_ref_mult[pcbddc->local_primal_size_cc] = 1;
6522       pcbddc->local_primal_size_cc++;
6523       pcbddc->local_primal_size++;
6524     }
6525 
6526     /* check if a new primal space has been introduced (also take into account benign trick) */
6527     pcbddc->new_primal_space_local = PETSC_TRUE;
6528     if (olocal_primal_size == pcbddc->local_primal_size) {
6529       ierr = PetscMemcmp(pcbddc->local_primal_ref_node,olocal_primal_ref_node,olocal_primal_size_cc*sizeof(PetscInt),&pcbddc->new_primal_space_local);CHKERRQ(ierr);
6530       pcbddc->new_primal_space_local = (PetscBool)(!pcbddc->new_primal_space_local);
6531       if (!pcbddc->new_primal_space_local) {
6532         ierr = PetscMemcmp(pcbddc->local_primal_ref_mult,olocal_primal_ref_mult,olocal_primal_size_cc*sizeof(PetscInt),&pcbddc->new_primal_space_local);CHKERRQ(ierr);
6533         pcbddc->new_primal_space_local = (PetscBool)(!pcbddc->new_primal_space_local);
6534       }
6535     }
6536     /* new_primal_space will be used for numbering of coarse dofs, so it should be the same across all subdomains */
6537     ierr = MPIU_Allreduce(&pcbddc->new_primal_space_local,&pcbddc->new_primal_space,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
6538   }
6539   ierr = PetscFree2(olocal_primal_ref_node,olocal_primal_ref_mult);CHKERRQ(ierr);
6540 
6541   /* flush dbg viewer */
6542   if (pcbddc->dbg_flag) {
6543     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
6544   }
6545 
6546   /* free workspace */
6547   ierr = PetscBTDestroy(&qr_needed_idx);CHKERRQ(ierr);
6548   ierr = PetscBTDestroy(&change_basis);CHKERRQ(ierr);
6549   if (!pcbddc->adaptive_selection) {
6550     ierr = PetscFree3(constraints_idxs_ptr,constraints_data_ptr,constraints_n);CHKERRQ(ierr);
6551     ierr = PetscFree3(constraints_data,constraints_idxs,constraints_idxs_B);CHKERRQ(ierr);
6552   } else {
6553     ierr = PetscFree5(pcbddc->adaptive_constraints_n,
6554                       pcbddc->adaptive_constraints_idxs_ptr,
6555                       pcbddc->adaptive_constraints_data_ptr,
6556                       pcbddc->adaptive_constraints_idxs,
6557                       pcbddc->adaptive_constraints_data);CHKERRQ(ierr);
6558     ierr = PetscFree(constraints_n);CHKERRQ(ierr);
6559     ierr = PetscFree(constraints_idxs_B);CHKERRQ(ierr);
6560   }
6561   PetscFunctionReturn(0);
6562 }
6563 
6564 PetscErrorCode PCBDDCAnalyzeInterface(PC pc)
6565 {
6566   ISLocalToGlobalMapping map;
6567   PC_BDDC                *pcbddc = (PC_BDDC*)pc->data;
6568   Mat_IS                 *matis  = (Mat_IS*)pc->pmat->data;
6569   PetscInt               i,N;
6570   PetscBool              rcsr = PETSC_FALSE;
6571   PetscErrorCode         ierr;
6572 
6573   PetscFunctionBegin;
6574   if (pcbddc->recompute_topography) {
6575     pcbddc->graphanalyzed = PETSC_FALSE;
6576     /* Reset previously computed graph */
6577     ierr = PCBDDCGraphReset(pcbddc->mat_graph);CHKERRQ(ierr);
6578     /* Init local Graph struct */
6579     ierr = MatGetSize(pc->pmat,&N,NULL);CHKERRQ(ierr);
6580     ierr = MatGetLocalToGlobalMapping(pc->pmat,&map,NULL);CHKERRQ(ierr);
6581     ierr = PCBDDCGraphInit(pcbddc->mat_graph,map,N,pcbddc->graphmaxcount);CHKERRQ(ierr);
6582 
6583     if (pcbddc->user_primal_vertices_local && !pcbddc->user_primal_vertices) {
6584       ierr = PCBDDCConsistencyCheckIS(pc,MPI_LOR,&pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
6585     }
6586     /* Check validity of the csr graph passed in by the user */
6587     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);
6588 
6589     /* Set default CSR adjacency of local dofs if not provided by the user with PCBDDCSetLocalAdjacencyGraph */
6590     if (!pcbddc->mat_graph->xadj && pcbddc->use_local_adj) {
6591       PetscInt  *xadj,*adjncy;
6592       PetscInt  nvtxs;
6593       PetscBool flg_row=PETSC_FALSE;
6594 
6595       ierr = MatGetRowIJ(matis->A,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
6596       if (flg_row) {
6597         ierr = PCBDDCSetLocalAdjacencyGraph(pc,nvtxs,xadj,adjncy,PETSC_COPY_VALUES);CHKERRQ(ierr);
6598         pcbddc->computed_rowadj = PETSC_TRUE;
6599       }
6600       ierr = MatRestoreRowIJ(matis->A,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
6601       rcsr = PETSC_TRUE;
6602     }
6603     if (pcbddc->dbg_flag) {
6604       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
6605     }
6606 
6607     /* Setup of Graph */
6608     pcbddc->mat_graph->commsizelimit = 0; /* don't use the COMM_SELF variant of the graph */
6609     ierr = PCBDDCGraphSetUp(pcbddc->mat_graph,pcbddc->vertex_size,pcbddc->NeumannBoundariesLocal,pcbddc->DirichletBoundariesLocal,pcbddc->n_ISForDofsLocal,pcbddc->ISForDofsLocal,pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
6610 
6611     /* attach info on disconnected subdomains if present */
6612     if (pcbddc->n_local_subs) {
6613       PetscInt *local_subs;
6614 
6615       ierr = PetscMalloc1(N,&local_subs);CHKERRQ(ierr);
6616       for (i=0;i<pcbddc->n_local_subs;i++) {
6617         const PetscInt *idxs;
6618         PetscInt       nl,j;
6619 
6620         ierr = ISGetLocalSize(pcbddc->local_subs[i],&nl);CHKERRQ(ierr);
6621         ierr = ISGetIndices(pcbddc->local_subs[i],&idxs);CHKERRQ(ierr);
6622         for (j=0;j<nl;j++) local_subs[idxs[j]] = i;
6623         ierr = ISRestoreIndices(pcbddc->local_subs[i],&idxs);CHKERRQ(ierr);
6624       }
6625       pcbddc->mat_graph->n_local_subs = pcbddc->n_local_subs;
6626       pcbddc->mat_graph->local_subs = local_subs;
6627     }
6628   }
6629 
6630   if (!pcbddc->graphanalyzed) {
6631     /* Graph's connected components analysis */
6632     ierr = PCBDDCGraphComputeConnectedComponents(pcbddc->mat_graph);CHKERRQ(ierr);
6633     pcbddc->graphanalyzed = PETSC_TRUE;
6634   }
6635   if (rcsr) pcbddc->mat_graph->nvtxs_csr = 0;
6636   PetscFunctionReturn(0);
6637 }
6638 
6639 PetscErrorCode PCBDDCOrthonormalizeVecs(PetscInt n, Vec vecs[])
6640 {
6641   PetscInt       i,j;
6642   PetscScalar    *alphas;
6643   PetscErrorCode ierr;
6644 
6645   PetscFunctionBegin;
6646   ierr = PetscMalloc1(n,&alphas);CHKERRQ(ierr);
6647   for (i=0;i<n;i++) {
6648     ierr = VecNormalize(vecs[i],NULL);CHKERRQ(ierr);
6649     ierr = VecMDot(vecs[i],n-i-1,&vecs[i+1],alphas);CHKERRQ(ierr);
6650     for (j=0;j<n-i-1;j++) alphas[j] = PetscConj(-alphas[j]);
6651     ierr = VecMAXPY(vecs[j],n-i-1,alphas,vecs+i);CHKERRQ(ierr);
6652   }
6653   ierr = PetscFree(alphas);CHKERRQ(ierr);
6654   PetscFunctionReturn(0);
6655 }
6656 
6657 PetscErrorCode PCBDDCMatISGetSubassemblingPattern(Mat mat, PetscInt *n_subdomains, PetscInt redprocs, IS* is_sends, PetscBool *have_void)
6658 {
6659   Mat            A;
6660   PetscInt       n_neighs,*neighs,*n_shared,**shared;
6661   PetscMPIInt    size,rank,color;
6662   PetscInt       *xadj,*adjncy;
6663   PetscInt       *adjncy_wgt,*v_wgt,*ranks_send_to_idx;
6664   PetscInt       im_active,active_procs,N,n,i,j,threshold = 2;
6665   PetscInt       void_procs,*procs_candidates = NULL;
6666   PetscInt       xadj_count,*count;
6667   PetscBool      ismatis,use_vwgt=PETSC_FALSE;
6668   PetscSubcomm   psubcomm;
6669   MPI_Comm       subcomm;
6670   PetscErrorCode ierr;
6671 
6672   PetscFunctionBegin;
6673   PetscValidHeaderSpecific(mat,MAT_CLASSID,1);
6674   ierr = PetscObjectTypeCompare((PetscObject)mat,MATIS,&ismatis);CHKERRQ(ierr);
6675   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);
6676   PetscValidLogicalCollectiveInt(mat,*n_subdomains,2);
6677   PetscValidLogicalCollectiveInt(mat,redprocs,3);
6678   if (*n_subdomains <=0) SETERRQ1(PetscObjectComm((PetscObject)mat),PETSC_ERR_ARG_WRONG,"Invalid number of subdomains requested %d\n",*n_subdomains);
6679 
6680   if (have_void) *have_void = PETSC_FALSE;
6681   ierr = MPI_Comm_size(PetscObjectComm((PetscObject)mat),&size);CHKERRQ(ierr);
6682   ierr = MPI_Comm_rank(PetscObjectComm((PetscObject)mat),&rank);CHKERRQ(ierr);
6683   ierr = MatISGetLocalMat(mat,&A);CHKERRQ(ierr);
6684   ierr = MatGetLocalSize(A,&n,NULL);CHKERRQ(ierr);
6685   im_active = !!n;
6686   ierr = MPIU_Allreduce(&im_active,&active_procs,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)mat));CHKERRQ(ierr);
6687   void_procs = size - active_procs;
6688   /* get ranks of of non-active processes in mat communicator */
6689   if (void_procs) {
6690     PetscInt ncand;
6691 
6692     if (have_void) *have_void = PETSC_TRUE;
6693     ierr = PetscMalloc1(size,&procs_candidates);CHKERRQ(ierr);
6694     ierr = MPI_Allgather(&im_active,1,MPIU_INT,procs_candidates,1,MPIU_INT,PetscObjectComm((PetscObject)mat));CHKERRQ(ierr);
6695     for (i=0,ncand=0;i<size;i++) {
6696       if (!procs_candidates[i]) {
6697         procs_candidates[ncand++] = i;
6698       }
6699     }
6700     /* force n_subdomains to be not greater that the number of non-active processes */
6701     *n_subdomains = PetscMin(void_procs,*n_subdomains);
6702   }
6703 
6704   /* number of subdomains requested greater than active processes or matrix size -> just shift the matrix
6705      number of subdomains requested 1 -> send to master or first candidate in voids  */
6706   ierr = MatGetSize(mat,&N,NULL);CHKERRQ(ierr);
6707   if (active_procs < *n_subdomains || *n_subdomains == 1 || N <= *n_subdomains) {
6708     PetscInt issize,isidx,dest;
6709     if (*n_subdomains == 1) dest = 0;
6710     else dest = rank;
6711     if (im_active) {
6712       issize = 1;
6713       if (procs_candidates) { /* shift the pattern on non-active candidates (if any) */
6714         isidx = procs_candidates[dest];
6715       } else {
6716         isidx = dest;
6717       }
6718     } else {
6719       issize = 0;
6720       isidx = -1;
6721     }
6722     if (*n_subdomains != 1) *n_subdomains = active_procs;
6723     ierr = ISCreateGeneral(PetscObjectComm((PetscObject)mat),issize,&isidx,PETSC_COPY_VALUES,is_sends);CHKERRQ(ierr);
6724     ierr = PetscFree(procs_candidates);CHKERRQ(ierr);
6725     PetscFunctionReturn(0);
6726   }
6727   ierr = PetscOptionsGetBool(NULL,NULL,"-matis_partitioning_use_vwgt",&use_vwgt,NULL);CHKERRQ(ierr);
6728   ierr = PetscOptionsGetInt(NULL,NULL,"-matis_partitioning_threshold",&threshold,NULL);CHKERRQ(ierr);
6729   threshold = PetscMax(threshold,2);
6730 
6731   /* Get info on mapping */
6732   ierr = ISLocalToGlobalMappingGetInfo(mat->rmap->mapping,&n_neighs,&neighs,&n_shared,&shared);CHKERRQ(ierr);
6733 
6734   /* build local CSR graph of subdomains' connectivity */
6735   ierr = PetscMalloc1(2,&xadj);CHKERRQ(ierr);
6736   xadj[0] = 0;
6737   xadj[1] = PetscMax(n_neighs-1,0);
6738   ierr = PetscMalloc1(xadj[1],&adjncy);CHKERRQ(ierr);
6739   ierr = PetscMalloc1(xadj[1],&adjncy_wgt);CHKERRQ(ierr);
6740   ierr = PetscCalloc1(n,&count);CHKERRQ(ierr);
6741   for (i=1;i<n_neighs;i++)
6742     for (j=0;j<n_shared[i];j++)
6743       count[shared[i][j]] += 1;
6744 
6745   xadj_count = 0;
6746   for (i=1;i<n_neighs;i++) {
6747     for (j=0;j<n_shared[i];j++) {
6748       if (count[shared[i][j]] < threshold) {
6749         adjncy[xadj_count] = neighs[i];
6750         adjncy_wgt[xadj_count] = n_shared[i];
6751         xadj_count++;
6752         break;
6753       }
6754     }
6755   }
6756   xadj[1] = xadj_count;
6757   ierr = PetscFree(count);CHKERRQ(ierr);
6758   ierr = ISLocalToGlobalMappingRestoreInfo(mat->rmap->mapping,&n_neighs,&neighs,&n_shared,&shared);CHKERRQ(ierr);
6759   ierr = PetscSortIntWithArray(xadj[1],adjncy,adjncy_wgt);CHKERRQ(ierr);
6760 
6761   ierr = PetscMalloc1(1,&ranks_send_to_idx);CHKERRQ(ierr);
6762 
6763   /* Restrict work on active processes only */
6764   ierr = PetscMPIIntCast(im_active,&color);CHKERRQ(ierr);
6765   if (void_procs) {
6766     ierr = PetscSubcommCreate(PetscObjectComm((PetscObject)mat),&psubcomm);CHKERRQ(ierr);
6767     ierr = PetscSubcommSetNumber(psubcomm,2);CHKERRQ(ierr); /* 2 groups, active process and not active processes */
6768     ierr = PetscSubcommSetTypeGeneral(psubcomm,color,rank);CHKERRQ(ierr);
6769     subcomm = PetscSubcommChild(psubcomm);
6770   } else {
6771     psubcomm = NULL;
6772     subcomm = PetscObjectComm((PetscObject)mat);
6773   }
6774 
6775   v_wgt = NULL;
6776   if (!color) {
6777     ierr = PetscFree(xadj);CHKERRQ(ierr);
6778     ierr = PetscFree(adjncy);CHKERRQ(ierr);
6779     ierr = PetscFree(adjncy_wgt);CHKERRQ(ierr);
6780   } else {
6781     Mat             subdomain_adj;
6782     IS              new_ranks,new_ranks_contig;
6783     MatPartitioning partitioner;
6784     PetscInt        rstart=0,rend=0;
6785     PetscInt        *is_indices,*oldranks;
6786     PetscMPIInt     size;
6787     PetscBool       aggregate;
6788 
6789     ierr = MPI_Comm_size(subcomm,&size);CHKERRQ(ierr);
6790     if (void_procs) {
6791       PetscInt prank = rank;
6792       ierr = PetscMalloc1(size,&oldranks);CHKERRQ(ierr);
6793       ierr = MPI_Allgather(&prank,1,MPIU_INT,oldranks,1,MPIU_INT,subcomm);CHKERRQ(ierr);
6794       for (i=0;i<xadj[1];i++) {
6795         ierr = PetscFindInt(adjncy[i],size,oldranks,&adjncy[i]);CHKERRQ(ierr);
6796       }
6797       ierr = PetscSortIntWithArray(xadj[1],adjncy,adjncy_wgt);CHKERRQ(ierr);
6798     } else {
6799       oldranks = NULL;
6800     }
6801     aggregate = ((redprocs > 0 && redprocs < size) ? PETSC_TRUE : PETSC_FALSE);
6802     if (aggregate) { /* TODO: all this part could be made more efficient */
6803       PetscInt    lrows,row,ncols,*cols;
6804       PetscMPIInt nrank;
6805       PetscScalar *vals;
6806 
6807       ierr = MPI_Comm_rank(subcomm,&nrank);CHKERRQ(ierr);
6808       lrows = 0;
6809       if (nrank<redprocs) {
6810         lrows = size/redprocs;
6811         if (nrank<size%redprocs) lrows++;
6812       }
6813       ierr = MatCreateAIJ(subcomm,lrows,lrows,size,size,50,NULL,50,NULL,&subdomain_adj);CHKERRQ(ierr);
6814       ierr = MatGetOwnershipRange(subdomain_adj,&rstart,&rend);CHKERRQ(ierr);
6815       ierr = MatSetOption(subdomain_adj,MAT_NEW_NONZERO_LOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
6816       ierr = MatSetOption(subdomain_adj,MAT_NEW_NONZERO_ALLOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
6817       row = nrank;
6818       ncols = xadj[1]-xadj[0];
6819       cols = adjncy;
6820       ierr = PetscMalloc1(ncols,&vals);CHKERRQ(ierr);
6821       for (i=0;i<ncols;i++) vals[i] = adjncy_wgt[i];
6822       ierr = MatSetValues(subdomain_adj,1,&row,ncols,cols,vals,INSERT_VALUES);CHKERRQ(ierr);
6823       ierr = MatAssemblyBegin(subdomain_adj,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6824       ierr = MatAssemblyEnd(subdomain_adj,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6825       ierr = PetscFree(xadj);CHKERRQ(ierr);
6826       ierr = PetscFree(adjncy);CHKERRQ(ierr);
6827       ierr = PetscFree(adjncy_wgt);CHKERRQ(ierr);
6828       ierr = PetscFree(vals);CHKERRQ(ierr);
6829       if (use_vwgt) {
6830         Vec               v;
6831         const PetscScalar *array;
6832         PetscInt          nl;
6833 
6834         ierr = MatCreateVecs(subdomain_adj,&v,NULL);CHKERRQ(ierr);
6835         ierr = VecSetValue(v,row,(PetscScalar)n,INSERT_VALUES);CHKERRQ(ierr);
6836         ierr = VecAssemblyBegin(v);CHKERRQ(ierr);
6837         ierr = VecAssemblyEnd(v);CHKERRQ(ierr);
6838         ierr = VecGetLocalSize(v,&nl);CHKERRQ(ierr);
6839         ierr = VecGetArrayRead(v,&array);CHKERRQ(ierr);
6840         ierr = PetscMalloc1(nl,&v_wgt);CHKERRQ(ierr);
6841         for (i=0;i<nl;i++) v_wgt[i] = (PetscInt)PetscRealPart(array[i]);
6842         ierr = VecRestoreArrayRead(v,&array);CHKERRQ(ierr);
6843         ierr = VecDestroy(&v);CHKERRQ(ierr);
6844       }
6845     } else {
6846       ierr = MatCreateMPIAdj(subcomm,1,(PetscInt)size,xadj,adjncy,adjncy_wgt,&subdomain_adj);CHKERRQ(ierr);
6847       if (use_vwgt) {
6848         ierr = PetscMalloc1(1,&v_wgt);CHKERRQ(ierr);
6849         v_wgt[0] = n;
6850       }
6851     }
6852     /* ierr = MatView(subdomain_adj,0);CHKERRQ(ierr); */
6853 
6854     /* Partition */
6855     ierr = MatPartitioningCreate(subcomm,&partitioner);CHKERRQ(ierr);
6856     ierr = MatPartitioningSetAdjacency(partitioner,subdomain_adj);CHKERRQ(ierr);
6857     if (v_wgt) {
6858       ierr = MatPartitioningSetVertexWeights(partitioner,v_wgt);CHKERRQ(ierr);
6859     }
6860     *n_subdomains = PetscMin((PetscInt)size,*n_subdomains);
6861     ierr = MatPartitioningSetNParts(partitioner,*n_subdomains);CHKERRQ(ierr);
6862     ierr = MatPartitioningSetFromOptions(partitioner);CHKERRQ(ierr);
6863     ierr = MatPartitioningApply(partitioner,&new_ranks);CHKERRQ(ierr);
6864     /* ierr = MatPartitioningView(partitioner,0);CHKERRQ(ierr); */
6865 
6866     /* renumber new_ranks to avoid "holes" in new set of processors */
6867     ierr = ISRenumber(new_ranks,NULL,NULL,&new_ranks_contig);CHKERRQ(ierr);
6868     ierr = ISDestroy(&new_ranks);CHKERRQ(ierr);
6869     ierr = ISGetIndices(new_ranks_contig,(const PetscInt**)&is_indices);CHKERRQ(ierr);
6870     if (!aggregate) {
6871       if (procs_candidates) { /* shift the pattern on non-active candidates (if any) */
6872 #if defined(PETSC_USE_DEBUG)
6873         if (!oldranks) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"This should not happen");
6874 #endif
6875         ranks_send_to_idx[0] = procs_candidates[oldranks[is_indices[0]]];
6876       } else if (oldranks) {
6877         ranks_send_to_idx[0] = oldranks[is_indices[0]];
6878       } else {
6879         ranks_send_to_idx[0] = is_indices[0];
6880       }
6881     } else {
6882       PetscInt    idx = 0;
6883       PetscMPIInt tag;
6884       MPI_Request *reqs;
6885 
6886       ierr = PetscObjectGetNewTag((PetscObject)subdomain_adj,&tag);CHKERRQ(ierr);
6887       ierr = PetscMalloc1(rend-rstart,&reqs);CHKERRQ(ierr);
6888       for (i=rstart;i<rend;i++) {
6889         ierr = MPI_Isend(is_indices+i-rstart,1,MPIU_INT,i,tag,subcomm,&reqs[i-rstart]);CHKERRQ(ierr);
6890       }
6891       ierr = MPI_Recv(&idx,1,MPIU_INT,MPI_ANY_SOURCE,tag,subcomm,MPI_STATUS_IGNORE);CHKERRQ(ierr);
6892       ierr = MPI_Waitall(rend-rstart,reqs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
6893       ierr = PetscFree(reqs);CHKERRQ(ierr);
6894       if (procs_candidates) { /* shift the pattern on non-active candidates (if any) */
6895 #if defined(PETSC_USE_DEBUG)
6896         if (!oldranks) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"This should not happen");
6897 #endif
6898         ranks_send_to_idx[0] = procs_candidates[oldranks[idx]];
6899       } else if (oldranks) {
6900         ranks_send_to_idx[0] = oldranks[idx];
6901       } else {
6902         ranks_send_to_idx[0] = idx;
6903       }
6904     }
6905     ierr = ISRestoreIndices(new_ranks_contig,(const PetscInt**)&is_indices);CHKERRQ(ierr);
6906     /* clean up */
6907     ierr = PetscFree(oldranks);CHKERRQ(ierr);
6908     ierr = ISDestroy(&new_ranks_contig);CHKERRQ(ierr);
6909     ierr = MatDestroy(&subdomain_adj);CHKERRQ(ierr);
6910     ierr = MatPartitioningDestroy(&partitioner);CHKERRQ(ierr);
6911   }
6912   ierr = PetscSubcommDestroy(&psubcomm);CHKERRQ(ierr);
6913   ierr = PetscFree(procs_candidates);CHKERRQ(ierr);
6914 
6915   /* assemble parallel IS for sends */
6916   i = 1;
6917   if (!color) i=0;
6918   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)mat),i,ranks_send_to_idx,PETSC_OWN_POINTER,is_sends);CHKERRQ(ierr);
6919   PetscFunctionReturn(0);
6920 }
6921 
6922 typedef enum {MATDENSE_PRIVATE=0,MATAIJ_PRIVATE,MATBAIJ_PRIVATE,MATSBAIJ_PRIVATE}MatTypePrivate;
6923 
6924 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[])
6925 {
6926   Mat                    local_mat;
6927   IS                     is_sends_internal;
6928   PetscInt               rows,cols,new_local_rows;
6929   PetscInt               i,bs,buf_size_idxs,buf_size_idxs_is,buf_size_vals,buf_size_vecs;
6930   PetscBool              ismatis,isdense,newisdense,destroy_mat;
6931   ISLocalToGlobalMapping l2gmap;
6932   PetscInt*              l2gmap_indices;
6933   const PetscInt*        is_indices;
6934   MatType                new_local_type;
6935   /* buffers */
6936   PetscInt               *ptr_idxs,*send_buffer_idxs,*recv_buffer_idxs;
6937   PetscInt               *ptr_idxs_is,*send_buffer_idxs_is,*recv_buffer_idxs_is;
6938   PetscInt               *recv_buffer_idxs_local;
6939   PetscScalar            *ptr_vals,*send_buffer_vals,*recv_buffer_vals;
6940   PetscScalar            *ptr_vecs,*send_buffer_vecs,*recv_buffer_vecs;
6941   /* MPI */
6942   MPI_Comm               comm,comm_n;
6943   PetscSubcomm           subcomm;
6944   PetscMPIInt            n_sends,n_recvs,commsize;
6945   PetscMPIInt            *iflags,*ilengths_idxs,*ilengths_vals,*ilengths_idxs_is;
6946   PetscMPIInt            *onodes,*onodes_is,*olengths_idxs,*olengths_idxs_is,*olengths_vals;
6947   PetscMPIInt            len,tag_idxs,tag_idxs_is,tag_vals,tag_vecs,source_dest;
6948   MPI_Request            *send_req_idxs,*send_req_idxs_is,*send_req_vals,*send_req_vecs;
6949   MPI_Request            *recv_req_idxs,*recv_req_idxs_is,*recv_req_vals,*recv_req_vecs;
6950   PetscErrorCode         ierr;
6951 
6952   PetscFunctionBegin;
6953   PetscValidHeaderSpecific(mat,MAT_CLASSID,1);
6954   ierr = PetscObjectTypeCompare((PetscObject)mat,MATIS,&ismatis);CHKERRQ(ierr);
6955   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);
6956   PetscValidLogicalCollectiveInt(mat,n_subdomains,3);
6957   PetscValidLogicalCollectiveBool(mat,restrict_comm,4);
6958   PetscValidLogicalCollectiveBool(mat,restrict_full,5);
6959   PetscValidLogicalCollectiveBool(mat,reuse,6);
6960   PetscValidLogicalCollectiveInt(mat,nis,8);
6961   PetscValidLogicalCollectiveInt(mat,nvecs,10);
6962   if (nvecs) {
6963     if (nvecs > 1) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Just 1 vector supported");
6964     PetscValidHeaderSpecific(nnsp_vec[0],VEC_CLASSID,11);
6965   }
6966   /* further checks */
6967   ierr = MatISGetLocalMat(mat,&local_mat);CHKERRQ(ierr);
6968   ierr = PetscObjectTypeCompare((PetscObject)local_mat,MATSEQDENSE,&isdense);CHKERRQ(ierr);
6969   if (!isdense) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Currently cannot subassemble MATIS when local matrix type is not of type SEQDENSE");
6970   ierr = MatGetSize(local_mat,&rows,&cols);CHKERRQ(ierr);
6971   if (rows != cols) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Local MATIS matrices should be square");
6972   if (reuse && *mat_n) {
6973     PetscInt mrows,mcols,mnrows,mncols;
6974     PetscValidHeaderSpecific(*mat_n,MAT_CLASSID,7);
6975     ierr = PetscObjectTypeCompare((PetscObject)*mat_n,MATIS,&ismatis);CHKERRQ(ierr);
6976     if (!ismatis) SETERRQ(PetscObjectComm((PetscObject)*mat_n),PETSC_ERR_SUP,"Cannot reuse a matrix which is not of type MATIS");
6977     ierr = MatGetSize(mat,&mrows,&mcols);CHKERRQ(ierr);
6978     ierr = MatGetSize(*mat_n,&mnrows,&mncols);CHKERRQ(ierr);
6979     if (mrows != mnrows) SETERRQ2(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Cannot reuse matrix! Wrong number of rows %D != %D",mrows,mnrows);
6980     if (mcols != mncols) SETERRQ2(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Cannot reuse matrix! Wrong number of cols %D != %D",mcols,mncols);
6981   }
6982   ierr = MatGetBlockSize(local_mat,&bs);CHKERRQ(ierr);
6983   PetscValidLogicalCollectiveInt(mat,bs,0);
6984 
6985   /* prepare IS for sending if not provided */
6986   if (!is_sends) {
6987     if (!n_subdomains) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"You should specify either an IS or a target number of subdomains");
6988     ierr = PCBDDCMatISGetSubassemblingPattern(mat,&n_subdomains,0,&is_sends_internal,NULL);CHKERRQ(ierr);
6989   } else {
6990     ierr = PetscObjectReference((PetscObject)is_sends);CHKERRQ(ierr);
6991     is_sends_internal = is_sends;
6992   }
6993 
6994   /* get comm */
6995   ierr = PetscObjectGetComm((PetscObject)mat,&comm);CHKERRQ(ierr);
6996 
6997   /* compute number of sends */
6998   ierr = ISGetLocalSize(is_sends_internal,&i);CHKERRQ(ierr);
6999   ierr = PetscMPIIntCast(i,&n_sends);CHKERRQ(ierr);
7000 
7001   /* compute number of receives */
7002   ierr = MPI_Comm_size(comm,&commsize);CHKERRQ(ierr);
7003   ierr = PetscMalloc1(commsize,&iflags);CHKERRQ(ierr);
7004   ierr = PetscMemzero(iflags,commsize*sizeof(*iflags));CHKERRQ(ierr);
7005   ierr = ISGetIndices(is_sends_internal,&is_indices);CHKERRQ(ierr);
7006   for (i=0;i<n_sends;i++) iflags[is_indices[i]] = 1;
7007   ierr = PetscGatherNumberOfMessages(comm,iflags,NULL,&n_recvs);CHKERRQ(ierr);
7008   ierr = PetscFree(iflags);CHKERRQ(ierr);
7009 
7010   /* restrict comm if requested */
7011   subcomm = 0;
7012   destroy_mat = PETSC_FALSE;
7013   if (restrict_comm) {
7014     PetscMPIInt color,subcommsize;
7015 
7016     color = 0;
7017     if (restrict_full) {
7018       if (!n_recvs) color = 1; /* processes not receiving anything will not partecipate in new comm (full restriction) */
7019     } else {
7020       if (!n_recvs && n_sends) color = 1; /* just those processes that are sending but not receiving anything will not partecipate in new comm */
7021     }
7022     ierr = MPIU_Allreduce(&color,&subcommsize,1,MPI_INT,MPI_SUM,comm);CHKERRQ(ierr);
7023     subcommsize = commsize - subcommsize;
7024     /* check if reuse has been requested */
7025     if (reuse) {
7026       if (*mat_n) {
7027         PetscMPIInt subcommsize2;
7028         ierr = MPI_Comm_size(PetscObjectComm((PetscObject)*mat_n),&subcommsize2);CHKERRQ(ierr);
7029         if (subcommsize != subcommsize2) SETERRQ2(PetscObjectComm((PetscObject)*mat_n),PETSC_ERR_PLIB,"Cannot reuse matrix! wrong subcomm size %d != %d",subcommsize,subcommsize2);
7030         comm_n = PetscObjectComm((PetscObject)*mat_n);
7031       } else {
7032         comm_n = PETSC_COMM_SELF;
7033       }
7034     } else { /* MAT_INITIAL_MATRIX */
7035       PetscMPIInt rank;
7036 
7037       ierr = MPI_Comm_rank(comm,&rank);CHKERRQ(ierr);
7038       ierr = PetscSubcommCreate(comm,&subcomm);CHKERRQ(ierr);
7039       ierr = PetscSubcommSetNumber(subcomm,2);CHKERRQ(ierr);
7040       ierr = PetscSubcommSetTypeGeneral(subcomm,color,rank);CHKERRQ(ierr);
7041       comm_n = PetscSubcommChild(subcomm);
7042     }
7043     /* flag to destroy *mat_n if not significative */
7044     if (color) destroy_mat = PETSC_TRUE;
7045   } else {
7046     comm_n = comm;
7047   }
7048 
7049   /* prepare send/receive buffers */
7050   ierr = PetscMalloc1(commsize,&ilengths_idxs);CHKERRQ(ierr);
7051   ierr = PetscMemzero(ilengths_idxs,commsize*sizeof(*ilengths_idxs));CHKERRQ(ierr);
7052   ierr = PetscMalloc1(commsize,&ilengths_vals);CHKERRQ(ierr);
7053   ierr = PetscMemzero(ilengths_vals,commsize*sizeof(*ilengths_vals));CHKERRQ(ierr);
7054   if (nis) {
7055     ierr = PetscCalloc1(commsize,&ilengths_idxs_is);CHKERRQ(ierr);
7056   }
7057 
7058   /* Get data from local matrices */
7059   if (!isdense) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Subassembling of AIJ local matrices not yet implemented");
7060     /* TODO: See below some guidelines on how to prepare the local buffers */
7061     /*
7062        send_buffer_vals should contain the raw values of the local matrix
7063        send_buffer_idxs should contain:
7064        - MatType_PRIVATE type
7065        - PetscInt        size_of_l2gmap
7066        - PetscInt        global_row_indices[size_of_l2gmap]
7067        - PetscInt        all_other_info_which_is_needed_to_compute_preallocation_and_set_values
7068     */
7069   else {
7070     ierr = MatDenseGetArray(local_mat,&send_buffer_vals);CHKERRQ(ierr);
7071     ierr = ISLocalToGlobalMappingGetSize(mat->rmap->mapping,&i);CHKERRQ(ierr);
7072     ierr = PetscMalloc1(i+2,&send_buffer_idxs);CHKERRQ(ierr);
7073     send_buffer_idxs[0] = (PetscInt)MATDENSE_PRIVATE;
7074     send_buffer_idxs[1] = i;
7075     ierr = ISLocalToGlobalMappingGetIndices(mat->rmap->mapping,(const PetscInt**)&ptr_idxs);CHKERRQ(ierr);
7076     ierr = PetscMemcpy(&send_buffer_idxs[2],ptr_idxs,i*sizeof(PetscInt));CHKERRQ(ierr);
7077     ierr = ISLocalToGlobalMappingRestoreIndices(mat->rmap->mapping,(const PetscInt**)&ptr_idxs);CHKERRQ(ierr);
7078     ierr = PetscMPIIntCast(i,&len);CHKERRQ(ierr);
7079     for (i=0;i<n_sends;i++) {
7080       ilengths_vals[is_indices[i]] = len*len;
7081       ilengths_idxs[is_indices[i]] = len+2;
7082     }
7083   }
7084   ierr = PetscGatherMessageLengths2(comm,n_sends,n_recvs,ilengths_idxs,ilengths_vals,&onodes,&olengths_idxs,&olengths_vals);CHKERRQ(ierr);
7085   /* additional is (if any) */
7086   if (nis) {
7087     PetscMPIInt psum;
7088     PetscInt j;
7089     for (j=0,psum=0;j<nis;j++) {
7090       PetscInt plen;
7091       ierr = ISGetLocalSize(isarray[j],&plen);CHKERRQ(ierr);
7092       ierr = PetscMPIIntCast(plen,&len);CHKERRQ(ierr);
7093       psum += len+1; /* indices + lenght */
7094     }
7095     ierr = PetscMalloc1(psum,&send_buffer_idxs_is);CHKERRQ(ierr);
7096     for (j=0,psum=0;j<nis;j++) {
7097       PetscInt plen;
7098       const PetscInt *is_array_idxs;
7099       ierr = ISGetLocalSize(isarray[j],&plen);CHKERRQ(ierr);
7100       send_buffer_idxs_is[psum] = plen;
7101       ierr = ISGetIndices(isarray[j],&is_array_idxs);CHKERRQ(ierr);
7102       ierr = PetscMemcpy(&send_buffer_idxs_is[psum+1],is_array_idxs,plen*sizeof(PetscInt));CHKERRQ(ierr);
7103       ierr = ISRestoreIndices(isarray[j],&is_array_idxs);CHKERRQ(ierr);
7104       psum += plen+1; /* indices + lenght */
7105     }
7106     for (i=0;i<n_sends;i++) {
7107       ilengths_idxs_is[is_indices[i]] = psum;
7108     }
7109     ierr = PetscGatherMessageLengths(comm,n_sends,n_recvs,ilengths_idxs_is,&onodes_is,&olengths_idxs_is);CHKERRQ(ierr);
7110   }
7111   ierr = MatISRestoreLocalMat(mat,&local_mat);CHKERRQ(ierr);
7112 
7113   buf_size_idxs = 0;
7114   buf_size_vals = 0;
7115   buf_size_idxs_is = 0;
7116   buf_size_vecs = 0;
7117   for (i=0;i<n_recvs;i++) {
7118     buf_size_idxs += (PetscInt)olengths_idxs[i];
7119     buf_size_vals += (PetscInt)olengths_vals[i];
7120     if (nis) buf_size_idxs_is += (PetscInt)olengths_idxs_is[i];
7121     if (nvecs) buf_size_vecs += (PetscInt)olengths_idxs[i];
7122   }
7123   ierr = PetscMalloc1(buf_size_idxs,&recv_buffer_idxs);CHKERRQ(ierr);
7124   ierr = PetscMalloc1(buf_size_vals,&recv_buffer_vals);CHKERRQ(ierr);
7125   ierr = PetscMalloc1(buf_size_idxs_is,&recv_buffer_idxs_is);CHKERRQ(ierr);
7126   ierr = PetscMalloc1(buf_size_vecs,&recv_buffer_vecs);CHKERRQ(ierr);
7127 
7128   /* get new tags for clean communications */
7129   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_idxs);CHKERRQ(ierr);
7130   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_vals);CHKERRQ(ierr);
7131   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_idxs_is);CHKERRQ(ierr);
7132   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_vecs);CHKERRQ(ierr);
7133 
7134   /* allocate for requests */
7135   ierr = PetscMalloc1(n_sends,&send_req_idxs);CHKERRQ(ierr);
7136   ierr = PetscMalloc1(n_sends,&send_req_vals);CHKERRQ(ierr);
7137   ierr = PetscMalloc1(n_sends,&send_req_idxs_is);CHKERRQ(ierr);
7138   ierr = PetscMalloc1(n_sends,&send_req_vecs);CHKERRQ(ierr);
7139   ierr = PetscMalloc1(n_recvs,&recv_req_idxs);CHKERRQ(ierr);
7140   ierr = PetscMalloc1(n_recvs,&recv_req_vals);CHKERRQ(ierr);
7141   ierr = PetscMalloc1(n_recvs,&recv_req_idxs_is);CHKERRQ(ierr);
7142   ierr = PetscMalloc1(n_recvs,&recv_req_vecs);CHKERRQ(ierr);
7143 
7144   /* communications */
7145   ptr_idxs = recv_buffer_idxs;
7146   ptr_vals = recv_buffer_vals;
7147   ptr_idxs_is = recv_buffer_idxs_is;
7148   ptr_vecs = recv_buffer_vecs;
7149   for (i=0;i<n_recvs;i++) {
7150     source_dest = onodes[i];
7151     ierr = MPI_Irecv(ptr_idxs,olengths_idxs[i],MPIU_INT,source_dest,tag_idxs,comm,&recv_req_idxs[i]);CHKERRQ(ierr);
7152     ierr = MPI_Irecv(ptr_vals,olengths_vals[i],MPIU_SCALAR,source_dest,tag_vals,comm,&recv_req_vals[i]);CHKERRQ(ierr);
7153     ptr_idxs += olengths_idxs[i];
7154     ptr_vals += olengths_vals[i];
7155     if (nis) {
7156       source_dest = onodes_is[i];
7157       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);
7158       ptr_idxs_is += olengths_idxs_is[i];
7159     }
7160     if (nvecs) {
7161       source_dest = onodes[i];
7162       ierr = MPI_Irecv(ptr_vecs,olengths_idxs[i]-2,MPIU_SCALAR,source_dest,tag_vecs,comm,&recv_req_vecs[i]);CHKERRQ(ierr);
7163       ptr_vecs += olengths_idxs[i]-2;
7164     }
7165   }
7166   for (i=0;i<n_sends;i++) {
7167     ierr = PetscMPIIntCast(is_indices[i],&source_dest);CHKERRQ(ierr);
7168     ierr = MPI_Isend(send_buffer_idxs,ilengths_idxs[source_dest],MPIU_INT,source_dest,tag_idxs,comm,&send_req_idxs[i]);CHKERRQ(ierr);
7169     ierr = MPI_Isend(send_buffer_vals,ilengths_vals[source_dest],MPIU_SCALAR,source_dest,tag_vals,comm,&send_req_vals[i]);CHKERRQ(ierr);
7170     if (nis) {
7171       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);
7172     }
7173     if (nvecs) {
7174       ierr = VecGetArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7175       ierr = MPI_Isend(send_buffer_vecs,ilengths_idxs[source_dest]-2,MPIU_SCALAR,source_dest,tag_vecs,comm,&send_req_vecs[i]);CHKERRQ(ierr);
7176     }
7177   }
7178   ierr = ISRestoreIndices(is_sends_internal,&is_indices);CHKERRQ(ierr);
7179   ierr = ISDestroy(&is_sends_internal);CHKERRQ(ierr);
7180 
7181   /* assemble new l2g map */
7182   ierr = MPI_Waitall(n_recvs,recv_req_idxs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7183   ptr_idxs = recv_buffer_idxs;
7184   new_local_rows = 0;
7185   for (i=0;i<n_recvs;i++) {
7186     new_local_rows += *(ptr_idxs+1); /* second element is the local size of the l2gmap */
7187     ptr_idxs += olengths_idxs[i];
7188   }
7189   ierr = PetscMalloc1(new_local_rows,&l2gmap_indices);CHKERRQ(ierr);
7190   ptr_idxs = recv_buffer_idxs;
7191   new_local_rows = 0;
7192   for (i=0;i<n_recvs;i++) {
7193     ierr = PetscMemcpy(&l2gmap_indices[new_local_rows],ptr_idxs+2,(*(ptr_idxs+1))*sizeof(PetscInt));CHKERRQ(ierr);
7194     new_local_rows += *(ptr_idxs+1); /* second element is the local size of the l2gmap */
7195     ptr_idxs += olengths_idxs[i];
7196   }
7197   ierr = PetscSortRemoveDupsInt(&new_local_rows,l2gmap_indices);CHKERRQ(ierr);
7198   ierr = ISLocalToGlobalMappingCreate(comm_n,1,new_local_rows,l2gmap_indices,PETSC_COPY_VALUES,&l2gmap);CHKERRQ(ierr);
7199   ierr = PetscFree(l2gmap_indices);CHKERRQ(ierr);
7200 
7201   /* infer new local matrix type from received local matrices type */
7202   /* currently if all local matrices are of type X, then the resulting matrix will be of type X, except for the dense case */
7203   /* 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) */
7204   if (n_recvs) {
7205     MatTypePrivate new_local_type_private = (MatTypePrivate)send_buffer_idxs[0];
7206     ptr_idxs = recv_buffer_idxs;
7207     for (i=0;i<n_recvs;i++) {
7208       if ((PetscInt)new_local_type_private != *ptr_idxs) {
7209         new_local_type_private = MATAIJ_PRIVATE;
7210         break;
7211       }
7212       ptr_idxs += olengths_idxs[i];
7213     }
7214     switch (new_local_type_private) {
7215       case MATDENSE_PRIVATE:
7216         new_local_type = MATSEQAIJ;
7217         bs = 1;
7218         break;
7219       case MATAIJ_PRIVATE:
7220         new_local_type = MATSEQAIJ;
7221         bs = 1;
7222         break;
7223       case MATBAIJ_PRIVATE:
7224         new_local_type = MATSEQBAIJ;
7225         break;
7226       case MATSBAIJ_PRIVATE:
7227         new_local_type = MATSEQSBAIJ;
7228         break;
7229       default:
7230         SETERRQ2(comm,PETSC_ERR_SUP,"Unsupported private type %d in %s",new_local_type_private,PETSC_FUNCTION_NAME);
7231         break;
7232     }
7233   } else { /* by default, new_local_type is seqaij */
7234     new_local_type = MATSEQAIJ;
7235     bs = 1;
7236   }
7237 
7238   /* create MATIS object if needed */
7239   if (!reuse) {
7240     ierr = MatGetSize(mat,&rows,&cols);CHKERRQ(ierr);
7241     ierr = MatCreateIS(comm_n,bs,PETSC_DECIDE,PETSC_DECIDE,rows,cols,l2gmap,NULL,mat_n);CHKERRQ(ierr);
7242   } else {
7243     /* it also destroys the local matrices */
7244     if (*mat_n) {
7245       ierr = MatSetLocalToGlobalMapping(*mat_n,l2gmap,l2gmap);CHKERRQ(ierr);
7246     } else { /* this is a fake object */
7247       ierr = MatCreateIS(comm_n,bs,PETSC_DECIDE,PETSC_DECIDE,rows,cols,l2gmap,NULL,mat_n);CHKERRQ(ierr);
7248     }
7249   }
7250   ierr = MatISGetLocalMat(*mat_n,&local_mat);CHKERRQ(ierr);
7251   ierr = MatSetType(local_mat,new_local_type);CHKERRQ(ierr);
7252 
7253   ierr = MPI_Waitall(n_recvs,recv_req_vals,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7254 
7255   /* Global to local map of received indices */
7256   ierr = PetscMalloc1(buf_size_idxs,&recv_buffer_idxs_local);CHKERRQ(ierr); /* needed for values insertion */
7257   ierr = ISGlobalToLocalMappingApply(l2gmap,IS_GTOLM_MASK,buf_size_idxs,recv_buffer_idxs,&i,recv_buffer_idxs_local);CHKERRQ(ierr);
7258   ierr = ISLocalToGlobalMappingDestroy(&l2gmap);CHKERRQ(ierr);
7259 
7260   /* restore attributes -> type of incoming data and its size */
7261   buf_size_idxs = 0;
7262   for (i=0;i<n_recvs;i++) {
7263     recv_buffer_idxs_local[buf_size_idxs] = recv_buffer_idxs[buf_size_idxs];
7264     recv_buffer_idxs_local[buf_size_idxs+1] = recv_buffer_idxs[buf_size_idxs+1];
7265     buf_size_idxs += (PetscInt)olengths_idxs[i];
7266   }
7267   ierr = PetscFree(recv_buffer_idxs);CHKERRQ(ierr);
7268 
7269   /* set preallocation */
7270   ierr = PetscObjectTypeCompare((PetscObject)local_mat,MATSEQDENSE,&newisdense);CHKERRQ(ierr);
7271   if (!newisdense) {
7272     PetscInt *new_local_nnz=0;
7273 
7274     ptr_idxs = recv_buffer_idxs_local;
7275     if (n_recvs) {
7276       ierr = PetscCalloc1(new_local_rows,&new_local_nnz);CHKERRQ(ierr);
7277     }
7278     for (i=0;i<n_recvs;i++) {
7279       PetscInt j;
7280       if (*ptr_idxs == (PetscInt)MATDENSE_PRIVATE) { /* preallocation provided for dense case only */
7281         for (j=0;j<*(ptr_idxs+1);j++) {
7282           new_local_nnz[*(ptr_idxs+2+j)] += *(ptr_idxs+1);
7283         }
7284       } else {
7285         /* TODO */
7286       }
7287       ptr_idxs += olengths_idxs[i];
7288     }
7289     if (new_local_nnz) {
7290       for (i=0;i<new_local_rows;i++) new_local_nnz[i] = PetscMin(new_local_nnz[i],new_local_rows);
7291       ierr = MatSeqAIJSetPreallocation(local_mat,0,new_local_nnz);CHKERRQ(ierr);
7292       for (i=0;i<new_local_rows;i++) new_local_nnz[i] /= bs;
7293       ierr = MatSeqBAIJSetPreallocation(local_mat,bs,0,new_local_nnz);CHKERRQ(ierr);
7294       for (i=0;i<new_local_rows;i++) new_local_nnz[i] = PetscMax(new_local_nnz[i]-i,0);
7295       ierr = MatSeqSBAIJSetPreallocation(local_mat,bs,0,new_local_nnz);CHKERRQ(ierr);
7296     } else {
7297       ierr = MatSetUp(local_mat);CHKERRQ(ierr);
7298     }
7299     ierr = PetscFree(new_local_nnz);CHKERRQ(ierr);
7300   } else {
7301     ierr = MatSetUp(local_mat);CHKERRQ(ierr);
7302   }
7303 
7304   /* set values */
7305   ptr_vals = recv_buffer_vals;
7306   ptr_idxs = recv_buffer_idxs_local;
7307   for (i=0;i<n_recvs;i++) {
7308     if (*ptr_idxs == (PetscInt)MATDENSE_PRIVATE) { /* values insertion provided for dense case only */
7309       ierr = MatSetOption(local_mat,MAT_ROW_ORIENTED,PETSC_FALSE);CHKERRQ(ierr);
7310       ierr = MatSetValues(local_mat,*(ptr_idxs+1),ptr_idxs+2,*(ptr_idxs+1),ptr_idxs+2,ptr_vals,ADD_VALUES);CHKERRQ(ierr);
7311       ierr = MatAssemblyBegin(local_mat,MAT_FLUSH_ASSEMBLY);CHKERRQ(ierr);
7312       ierr = MatAssemblyEnd(local_mat,MAT_FLUSH_ASSEMBLY);CHKERRQ(ierr);
7313       ierr = MatSetOption(local_mat,MAT_ROW_ORIENTED,PETSC_TRUE);CHKERRQ(ierr);
7314     } else {
7315       /* TODO */
7316     }
7317     ptr_idxs += olengths_idxs[i];
7318     ptr_vals += olengths_vals[i];
7319   }
7320   ierr = MatAssemblyBegin(local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7321   ierr = MatAssemblyEnd(local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7322   ierr = MatISRestoreLocalMat(*mat_n,&local_mat);CHKERRQ(ierr);
7323   ierr = MatAssemblyBegin(*mat_n,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7324   ierr = MatAssemblyEnd(*mat_n,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7325   ierr = PetscFree(recv_buffer_vals);CHKERRQ(ierr);
7326 
7327 #if 0
7328   if (!restrict_comm) { /* check */
7329     Vec       lvec,rvec;
7330     PetscReal infty_error;
7331 
7332     ierr = MatCreateVecs(mat,&rvec,&lvec);CHKERRQ(ierr);
7333     ierr = VecSetRandom(rvec,NULL);CHKERRQ(ierr);
7334     ierr = MatMult(mat,rvec,lvec);CHKERRQ(ierr);
7335     ierr = VecScale(lvec,-1.0);CHKERRQ(ierr);
7336     ierr = MatMultAdd(*mat_n,rvec,lvec,lvec);CHKERRQ(ierr);
7337     ierr = VecNorm(lvec,NORM_INFINITY,&infty_error);CHKERRQ(ierr);
7338     ierr = PetscPrintf(PetscObjectComm((PetscObject)mat),"Infinity error subassembling %1.6e\n",infty_error);
7339     ierr = VecDestroy(&rvec);CHKERRQ(ierr);
7340     ierr = VecDestroy(&lvec);CHKERRQ(ierr);
7341   }
7342 #endif
7343 
7344   /* assemble new additional is (if any) */
7345   if (nis) {
7346     PetscInt **temp_idxs,*count_is,j,psum;
7347 
7348     ierr = MPI_Waitall(n_recvs,recv_req_idxs_is,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7349     ierr = PetscCalloc1(nis,&count_is);CHKERRQ(ierr);
7350     ptr_idxs = recv_buffer_idxs_is;
7351     psum = 0;
7352     for (i=0;i<n_recvs;i++) {
7353       for (j=0;j<nis;j++) {
7354         PetscInt plen = *(ptr_idxs); /* first element is the local size of IS's indices */
7355         count_is[j] += plen; /* increment counting of buffer for j-th IS */
7356         psum += plen;
7357         ptr_idxs += plen+1; /* shift pointer to received data */
7358       }
7359     }
7360     ierr = PetscMalloc1(nis,&temp_idxs);CHKERRQ(ierr);
7361     ierr = PetscMalloc1(psum,&temp_idxs[0]);CHKERRQ(ierr);
7362     for (i=1;i<nis;i++) {
7363       temp_idxs[i] = temp_idxs[i-1]+count_is[i-1];
7364     }
7365     ierr = PetscMemzero(count_is,nis*sizeof(PetscInt));CHKERRQ(ierr);
7366     ptr_idxs = recv_buffer_idxs_is;
7367     for (i=0;i<n_recvs;i++) {
7368       for (j=0;j<nis;j++) {
7369         PetscInt plen = *(ptr_idxs); /* first element is the local size of IS's indices */
7370         ierr = PetscMemcpy(&temp_idxs[j][count_is[j]],ptr_idxs+1,plen*sizeof(PetscInt));CHKERRQ(ierr);
7371         count_is[j] += plen; /* increment starting point of buffer for j-th IS */
7372         ptr_idxs += plen+1; /* shift pointer to received data */
7373       }
7374     }
7375     for (i=0;i<nis;i++) {
7376       ierr = ISDestroy(&isarray[i]);CHKERRQ(ierr);
7377       ierr = PetscSortRemoveDupsInt(&count_is[i],temp_idxs[i]);CHKERRQ(ierr);CHKERRQ(ierr);
7378       ierr = ISCreateGeneral(comm_n,count_is[i],temp_idxs[i],PETSC_COPY_VALUES,&isarray[i]);CHKERRQ(ierr);
7379     }
7380     ierr = PetscFree(count_is);CHKERRQ(ierr);
7381     ierr = PetscFree(temp_idxs[0]);CHKERRQ(ierr);
7382     ierr = PetscFree(temp_idxs);CHKERRQ(ierr);
7383   }
7384   /* free workspace */
7385   ierr = PetscFree(recv_buffer_idxs_is);CHKERRQ(ierr);
7386   ierr = MPI_Waitall(n_sends,send_req_idxs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7387   ierr = PetscFree(send_buffer_idxs);CHKERRQ(ierr);
7388   ierr = MPI_Waitall(n_sends,send_req_vals,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7389   if (isdense) {
7390     ierr = MatISGetLocalMat(mat,&local_mat);CHKERRQ(ierr);
7391     ierr = MatDenseRestoreArray(local_mat,&send_buffer_vals);CHKERRQ(ierr);
7392     ierr = MatISRestoreLocalMat(mat,&local_mat);CHKERRQ(ierr);
7393   } else {
7394     /* ierr = PetscFree(send_buffer_vals);CHKERRQ(ierr); */
7395   }
7396   if (nis) {
7397     ierr = MPI_Waitall(n_sends,send_req_idxs_is,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7398     ierr = PetscFree(send_buffer_idxs_is);CHKERRQ(ierr);
7399   }
7400 
7401   if (nvecs) {
7402     ierr = MPI_Waitall(n_recvs,recv_req_vecs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7403     ierr = MPI_Waitall(n_sends,send_req_vecs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7404     ierr = VecRestoreArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7405     ierr = VecDestroy(&nnsp_vec[0]);CHKERRQ(ierr);
7406     ierr = VecCreate(comm_n,&nnsp_vec[0]);CHKERRQ(ierr);
7407     ierr = VecSetSizes(nnsp_vec[0],new_local_rows,PETSC_DECIDE);CHKERRQ(ierr);
7408     ierr = VecSetType(nnsp_vec[0],VECSTANDARD);CHKERRQ(ierr);
7409     /* set values */
7410     ptr_vals = recv_buffer_vecs;
7411     ptr_idxs = recv_buffer_idxs_local;
7412     ierr = VecGetArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7413     for (i=0;i<n_recvs;i++) {
7414       PetscInt j;
7415       for (j=0;j<*(ptr_idxs+1);j++) {
7416         send_buffer_vecs[*(ptr_idxs+2+j)] += *(ptr_vals + j);
7417       }
7418       ptr_idxs += olengths_idxs[i];
7419       ptr_vals += olengths_idxs[i]-2;
7420     }
7421     ierr = VecRestoreArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7422     ierr = VecAssemblyBegin(nnsp_vec[0]);CHKERRQ(ierr);
7423     ierr = VecAssemblyEnd(nnsp_vec[0]);CHKERRQ(ierr);
7424   }
7425 
7426   ierr = PetscFree(recv_buffer_vecs);CHKERRQ(ierr);
7427   ierr = PetscFree(recv_buffer_idxs_local);CHKERRQ(ierr);
7428   ierr = PetscFree(recv_req_idxs);CHKERRQ(ierr);
7429   ierr = PetscFree(recv_req_vals);CHKERRQ(ierr);
7430   ierr = PetscFree(recv_req_vecs);CHKERRQ(ierr);
7431   ierr = PetscFree(recv_req_idxs_is);CHKERRQ(ierr);
7432   ierr = PetscFree(send_req_idxs);CHKERRQ(ierr);
7433   ierr = PetscFree(send_req_vals);CHKERRQ(ierr);
7434   ierr = PetscFree(send_req_vecs);CHKERRQ(ierr);
7435   ierr = PetscFree(send_req_idxs_is);CHKERRQ(ierr);
7436   ierr = PetscFree(ilengths_vals);CHKERRQ(ierr);
7437   ierr = PetscFree(ilengths_idxs);CHKERRQ(ierr);
7438   ierr = PetscFree(olengths_vals);CHKERRQ(ierr);
7439   ierr = PetscFree(olengths_idxs);CHKERRQ(ierr);
7440   ierr = PetscFree(onodes);CHKERRQ(ierr);
7441   if (nis) {
7442     ierr = PetscFree(ilengths_idxs_is);CHKERRQ(ierr);
7443     ierr = PetscFree(olengths_idxs_is);CHKERRQ(ierr);
7444     ierr = PetscFree(onodes_is);CHKERRQ(ierr);
7445   }
7446   ierr = PetscSubcommDestroy(&subcomm);CHKERRQ(ierr);
7447   if (destroy_mat) { /* destroy mat is true only if restrict comm is true and process will not partecipate */
7448     ierr = MatDestroy(mat_n);CHKERRQ(ierr);
7449     for (i=0;i<nis;i++) {
7450       ierr = ISDestroy(&isarray[i]);CHKERRQ(ierr);
7451     }
7452     if (nvecs) { /* need to match VecDestroy nnsp_vec called in the other code path */
7453       ierr = VecDestroy(&nnsp_vec[0]);CHKERRQ(ierr);
7454     }
7455     *mat_n = NULL;
7456   }
7457   PetscFunctionReturn(0);
7458 }
7459 
7460 /* temporary hack into ksp private data structure */
7461 #include <petsc/private/kspimpl.h>
7462 
7463 PetscErrorCode PCBDDCSetUpCoarseSolver(PC pc,PetscScalar* coarse_submat_vals)
7464 {
7465   PC_BDDC                *pcbddc = (PC_BDDC*)pc->data;
7466   PC_IS                  *pcis = (PC_IS*)pc->data;
7467   Mat                    coarse_mat,coarse_mat_is,coarse_submat_dense;
7468   Mat                    coarsedivudotp = NULL;
7469   Mat                    coarseG,t_coarse_mat_is;
7470   MatNullSpace           CoarseNullSpace = NULL;
7471   ISLocalToGlobalMapping coarse_islg;
7472   IS                     coarse_is,*isarray;
7473   PetscInt               i,im_active=-1,active_procs=-1;
7474   PetscInt               nis,nisdofs,nisneu,nisvert;
7475   PC                     pc_temp;
7476   PCType                 coarse_pc_type;
7477   KSPType                coarse_ksp_type;
7478   PetscBool              multilevel_requested,multilevel_allowed;
7479   PetscBool              coarse_reuse;
7480   PetscInt               ncoarse,nedcfield;
7481   PetscBool              compute_vecs = PETSC_FALSE;
7482   PetscScalar            *array;
7483   MatReuse               coarse_mat_reuse;
7484   PetscBool              restr, full_restr, have_void;
7485   PetscMPIInt            commsize;
7486   PetscErrorCode         ierr;
7487 
7488   PetscFunctionBegin;
7489   /* Assign global numbering to coarse dofs */
7490   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 */
7491     PetscInt ocoarse_size;
7492     compute_vecs = PETSC_TRUE;
7493 
7494     pcbddc->new_primal_space = PETSC_TRUE;
7495     ocoarse_size = pcbddc->coarse_size;
7496     ierr = PetscFree(pcbddc->global_primal_indices);CHKERRQ(ierr);
7497     ierr = PCBDDCComputePrimalNumbering(pc,&pcbddc->coarse_size,&pcbddc->global_primal_indices);CHKERRQ(ierr);
7498     /* see if we can avoid some work */
7499     if (pcbddc->coarse_ksp) { /* coarse ksp has already been created */
7500       /* if the coarse size is different or we are using adaptive selection, better to not reuse the coarse matrix */
7501       if (ocoarse_size != pcbddc->coarse_size || pcbddc->adaptive_selection) {
7502         ierr = KSPReset(pcbddc->coarse_ksp);CHKERRQ(ierr);
7503         coarse_reuse = PETSC_FALSE;
7504       } else { /* we can safely reuse already computed coarse matrix */
7505         coarse_reuse = PETSC_TRUE;
7506       }
7507     } else { /* there's no coarse ksp, so we need to create the coarse matrix too */
7508       coarse_reuse = PETSC_FALSE;
7509     }
7510     /* reset any subassembling information */
7511     if (!coarse_reuse || pcbddc->recompute_topography) {
7512       ierr = ISDestroy(&pcbddc->coarse_subassembling);CHKERRQ(ierr);
7513     }
7514   } else { /* primal space is unchanged, so we can reuse coarse matrix */
7515     coarse_reuse = PETSC_TRUE;
7516   }
7517   /* assemble coarse matrix */
7518   if (coarse_reuse && pcbddc->coarse_ksp) {
7519     ierr = KSPGetOperators(pcbddc->coarse_ksp,&coarse_mat,NULL);CHKERRQ(ierr);
7520     ierr = PetscObjectReference((PetscObject)coarse_mat);CHKERRQ(ierr);
7521     coarse_mat_reuse = MAT_REUSE_MATRIX;
7522   } else {
7523     coarse_mat = NULL;
7524     coarse_mat_reuse = MAT_INITIAL_MATRIX;
7525   }
7526 
7527   /* creates temporary l2gmap and IS for coarse indexes */
7528   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),pcbddc->local_primal_size,pcbddc->global_primal_indices,PETSC_COPY_VALUES,&coarse_is);CHKERRQ(ierr);
7529   ierr = ISLocalToGlobalMappingCreateIS(coarse_is,&coarse_islg);CHKERRQ(ierr);
7530 
7531   /* creates temporary MATIS object for coarse matrix */
7532   ierr = MatCreateSeqDense(PETSC_COMM_SELF,pcbddc->local_primal_size,pcbddc->local_primal_size,NULL,&coarse_submat_dense);CHKERRQ(ierr);
7533   ierr = MatDenseGetArray(coarse_submat_dense,&array);CHKERRQ(ierr);
7534   ierr = PetscMemcpy(array,coarse_submat_vals,sizeof(*coarse_submat_vals)*pcbddc->local_primal_size*pcbddc->local_primal_size);CHKERRQ(ierr);
7535   ierr = MatDenseRestoreArray(coarse_submat_dense,&array);CHKERRQ(ierr);
7536   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);
7537   ierr = MatISSetLocalMat(t_coarse_mat_is,coarse_submat_dense);CHKERRQ(ierr);
7538   ierr = MatAssemblyBegin(t_coarse_mat_is,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7539   ierr = MatAssemblyEnd(t_coarse_mat_is,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7540   ierr = MatDestroy(&coarse_submat_dense);CHKERRQ(ierr);
7541 
7542   /* count "active" (i.e. with positive local size) and "void" processes */
7543   im_active = !!(pcis->n);
7544   ierr = MPIU_Allreduce(&im_active,&active_procs,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
7545 
7546   /* determine number of processes partecipating to coarse solver and compute subassembling pattern */
7547   /* restr : whether if we want to exclude senders (which are not receivers) from the subassembling pattern */
7548   /* full_restr : just use the receivers from the subassembling pattern */
7549   ierr = MPI_Comm_size(PetscObjectComm((PetscObject)pc),&commsize);CHKERRQ(ierr);
7550   coarse_mat_is = NULL;
7551   multilevel_allowed = PETSC_FALSE;
7552   multilevel_requested = PETSC_FALSE;
7553   pcbddc->coarse_eqs_per_proc = PetscMin(PetscMax(pcbddc->coarse_size,1),pcbddc->coarse_eqs_per_proc);
7554   if (pcbddc->current_level < pcbddc->max_levels) multilevel_requested = PETSC_TRUE;
7555   if (multilevel_requested) {
7556     ncoarse = active_procs/pcbddc->coarsening_ratio;
7557     restr = PETSC_FALSE;
7558     full_restr = PETSC_FALSE;
7559   } else {
7560     ncoarse = pcbddc->coarse_size/pcbddc->coarse_eqs_per_proc;
7561     restr = PETSC_TRUE;
7562     full_restr = PETSC_TRUE;
7563   }
7564   if (!pcbddc->coarse_size || commsize == 1) multilevel_allowed = multilevel_requested = restr = full_restr = PETSC_FALSE;
7565   ncoarse = PetscMax(1,ncoarse);
7566   if (!pcbddc->coarse_subassembling) {
7567     if (pcbddc->coarsening_ratio > 1) {
7568       if (multilevel_requested) {
7569         ierr = PCBDDCMatISGetSubassemblingPattern(pc->pmat,&ncoarse,pcbddc->coarse_adj_red,&pcbddc->coarse_subassembling,&have_void);CHKERRQ(ierr);
7570       } else {
7571         ierr = PCBDDCMatISGetSubassemblingPattern(t_coarse_mat_is,&ncoarse,pcbddc->coarse_adj_red,&pcbddc->coarse_subassembling,&have_void);CHKERRQ(ierr);
7572       }
7573     } else {
7574       PetscMPIInt rank;
7575       ierr = MPI_Comm_rank(PetscObjectComm((PetscObject)pc),&rank);CHKERRQ(ierr);
7576       have_void = (active_procs == (PetscInt)commsize) ? PETSC_FALSE : PETSC_TRUE;
7577       ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),1,rank,1,&pcbddc->coarse_subassembling);CHKERRQ(ierr);
7578     }
7579   } else { /* if a subassembling pattern exists, then we can reuse the coarse ksp and compute the number of process involved */
7580     PetscInt    psum;
7581     if (pcbddc->coarse_ksp) psum = 1;
7582     else psum = 0;
7583     ierr = MPIU_Allreduce(&psum,&ncoarse,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
7584     if (ncoarse < commsize) have_void = PETSC_TRUE;
7585   }
7586   /* determine if we can go multilevel */
7587   if (multilevel_requested) {
7588     if (ncoarse > 1) multilevel_allowed = PETSC_TRUE; /* found enough processes */
7589     else restr = full_restr = PETSC_TRUE; /* 1 subdomain, use a direct solver */
7590   }
7591   if (multilevel_allowed && have_void) restr = PETSC_TRUE;
7592 
7593   /* dump subassembling pattern */
7594   if (pcbddc->dbg_flag && multilevel_allowed) {
7595     ierr = ISView(pcbddc->coarse_subassembling,pcbddc->dbg_viewer);CHKERRQ(ierr);
7596   }
7597 
7598   /* compute dofs splitting and neumann boundaries for coarse dofs */
7599   nedcfield = -1;
7600   if (multilevel_allowed && !coarse_reuse && (pcbddc->n_ISForDofsLocal || pcbddc->NeumannBoundariesLocal || pcbddc->nedclocal)) { /* protects from unneded computations */
7601     PetscInt               *tidxs,*tidxs2,nout,tsize,i;
7602     const PetscInt         *idxs;
7603     ISLocalToGlobalMapping tmap;
7604 
7605     /* create map between primal indices (in local representative ordering) and local primal numbering */
7606     ierr = ISLocalToGlobalMappingCreate(PETSC_COMM_SELF,1,pcbddc->local_primal_size,pcbddc->primal_indices_local_idxs,PETSC_COPY_VALUES,&tmap);CHKERRQ(ierr);
7607     /* allocate space for temporary storage */
7608     ierr = PetscMalloc1(pcbddc->local_primal_size,&tidxs);CHKERRQ(ierr);
7609     ierr = PetscMalloc1(pcbddc->local_primal_size,&tidxs2);CHKERRQ(ierr);
7610     /* allocate for IS array */
7611     nisdofs = pcbddc->n_ISForDofsLocal;
7612     if (pcbddc->nedclocal) {
7613       if (pcbddc->nedfield > -1) {
7614         nedcfield = pcbddc->nedfield;
7615       } else {
7616         nedcfield = 0;
7617         if (nisdofs) SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"This should not happen (%d)",nisdofs);
7618         nisdofs = 1;
7619       }
7620     }
7621     nisneu = !!pcbddc->NeumannBoundariesLocal;
7622     nisvert = 0; /* nisvert is not used */
7623     nis = nisdofs + nisneu + nisvert;
7624     ierr = PetscMalloc1(nis,&isarray);CHKERRQ(ierr);
7625     /* dofs splitting */
7626     for (i=0;i<nisdofs;i++) {
7627       /* ierr = ISView(pcbddc->ISForDofsLocal[i],0);CHKERRQ(ierr); */
7628       if (nedcfield != i) {
7629         ierr = ISGetLocalSize(pcbddc->ISForDofsLocal[i],&tsize);CHKERRQ(ierr);
7630         ierr = ISGetIndices(pcbddc->ISForDofsLocal[i],&idxs);CHKERRQ(ierr);
7631         ierr = ISGlobalToLocalMappingApply(tmap,IS_GTOLM_DROP,tsize,idxs,&nout,tidxs);CHKERRQ(ierr);
7632         ierr = ISRestoreIndices(pcbddc->ISForDofsLocal[i],&idxs);CHKERRQ(ierr);
7633       } else {
7634         ierr = ISGetLocalSize(pcbddc->nedclocal,&tsize);CHKERRQ(ierr);
7635         ierr = ISGetIndices(pcbddc->nedclocal,&idxs);CHKERRQ(ierr);
7636         ierr = ISGlobalToLocalMappingApply(tmap,IS_GTOLM_DROP,tsize,idxs,&nout,tidxs);CHKERRQ(ierr);
7637         if (tsize != nout) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Failed when mapping coarse nedelec field! %d != %d\n",tsize,nout);
7638         ierr = ISRestoreIndices(pcbddc->nedclocal,&idxs);CHKERRQ(ierr);
7639       }
7640       ierr = ISLocalToGlobalMappingApply(coarse_islg,nout,tidxs,tidxs2);CHKERRQ(ierr);
7641       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),nout,tidxs2,PETSC_COPY_VALUES,&isarray[i]);CHKERRQ(ierr);
7642       /* ierr = ISView(isarray[i],0);CHKERRQ(ierr); */
7643     }
7644     /* neumann boundaries */
7645     if (pcbddc->NeumannBoundariesLocal) {
7646       /* ierr = ISView(pcbddc->NeumannBoundariesLocal,0);CHKERRQ(ierr); */
7647       ierr = ISGetLocalSize(pcbddc->NeumannBoundariesLocal,&tsize);CHKERRQ(ierr);
7648       ierr = ISGetIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
7649       ierr = ISGlobalToLocalMappingApply(tmap,IS_GTOLM_DROP,tsize,idxs,&nout,tidxs);CHKERRQ(ierr);
7650       ierr = ISRestoreIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
7651       ierr = ISLocalToGlobalMappingApply(coarse_islg,nout,tidxs,tidxs2);CHKERRQ(ierr);
7652       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),nout,tidxs2,PETSC_COPY_VALUES,&isarray[nisdofs]);CHKERRQ(ierr);
7653       /* ierr = ISView(isarray[nisdofs],0);CHKERRQ(ierr); */
7654     }
7655     /* free memory */
7656     ierr = PetscFree(tidxs);CHKERRQ(ierr);
7657     ierr = PetscFree(tidxs2);CHKERRQ(ierr);
7658     ierr = ISLocalToGlobalMappingDestroy(&tmap);CHKERRQ(ierr);
7659   } else {
7660     nis = 0;
7661     nisdofs = 0;
7662     nisneu = 0;
7663     nisvert = 0;
7664     isarray = NULL;
7665   }
7666   /* destroy no longer needed map */
7667   ierr = ISLocalToGlobalMappingDestroy(&coarse_islg);CHKERRQ(ierr);
7668 
7669   /* subassemble */
7670   if (multilevel_allowed) {
7671     Vec       vp[1];
7672     PetscInt  nvecs = 0;
7673     PetscBool reuse,reuser;
7674 
7675     if (coarse_mat) reuse = PETSC_TRUE;
7676     else reuse = PETSC_FALSE;
7677     ierr = MPIU_Allreduce(&reuse,&reuser,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
7678     vp[0] = NULL;
7679     if (pcbddc->benign_have_null) { /* propagate no-net-flux quadrature to coarser level */
7680       ierr = VecCreate(PetscObjectComm((PetscObject)pc),&vp[0]);CHKERRQ(ierr);
7681       ierr = VecSetSizes(vp[0],pcbddc->local_primal_size,PETSC_DECIDE);CHKERRQ(ierr);
7682       ierr = VecSetType(vp[0],VECSTANDARD);CHKERRQ(ierr);
7683       nvecs = 1;
7684 
7685       if (pcbddc->divudotp) {
7686         Mat      B,loc_divudotp;
7687         Vec      v,p;
7688         IS       dummy;
7689         PetscInt np;
7690 
7691         ierr = MatISGetLocalMat(pcbddc->divudotp,&loc_divudotp);CHKERRQ(ierr);
7692         ierr = MatGetSize(loc_divudotp,&np,NULL);CHKERRQ(ierr);
7693         ierr = ISCreateStride(PETSC_COMM_SELF,np,0,1,&dummy);CHKERRQ(ierr);
7694         ierr = MatCreateSubMatrix(loc_divudotp,dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B);CHKERRQ(ierr);
7695         ierr = MatCreateVecs(B,&v,&p);CHKERRQ(ierr);
7696         ierr = VecSet(p,1.);CHKERRQ(ierr);
7697         ierr = MatMultTranspose(B,p,v);CHKERRQ(ierr);
7698         ierr = VecDestroy(&p);CHKERRQ(ierr);
7699         ierr = MatDestroy(&B);CHKERRQ(ierr);
7700         ierr = VecGetArray(vp[0],&array);CHKERRQ(ierr);
7701         ierr = VecPlaceArray(pcbddc->vec1_P,array);CHKERRQ(ierr);
7702         ierr = VecRestoreArray(vp[0],&array);CHKERRQ(ierr);
7703         ierr = MatMultTranspose(pcbddc->coarse_phi_B,v,pcbddc->vec1_P);CHKERRQ(ierr);
7704         ierr = VecResetArray(pcbddc->vec1_P);CHKERRQ(ierr);
7705         ierr = ISDestroy(&dummy);CHKERRQ(ierr);
7706         ierr = VecDestroy(&v);CHKERRQ(ierr);
7707       }
7708     }
7709     if (reuser) {
7710       ierr = PCBDDCMatISSubassemble(t_coarse_mat_is,pcbddc->coarse_subassembling,0,restr,full_restr,PETSC_TRUE,&coarse_mat,nis,isarray,nvecs,vp);CHKERRQ(ierr);
7711     } else {
7712       ierr = PCBDDCMatISSubassemble(t_coarse_mat_is,pcbddc->coarse_subassembling,0,restr,full_restr,PETSC_FALSE,&coarse_mat_is,nis,isarray,nvecs,vp);CHKERRQ(ierr);
7713     }
7714     if (vp[0]) { /* vp[0] could have been placed on a different set of processes */
7715       PetscScalar *arraym,*arrayv;
7716       PetscInt    nl;
7717       ierr = VecGetLocalSize(vp[0],&nl);CHKERRQ(ierr);
7718       ierr = MatCreateSeqDense(PETSC_COMM_SELF,1,nl,NULL,&coarsedivudotp);CHKERRQ(ierr);
7719       ierr = MatDenseGetArray(coarsedivudotp,&arraym);CHKERRQ(ierr);
7720       ierr = VecGetArray(vp[0],&arrayv);CHKERRQ(ierr);
7721       ierr = PetscMemcpy(arraym,arrayv,nl*sizeof(PetscScalar));CHKERRQ(ierr);
7722       ierr = VecRestoreArray(vp[0],&arrayv);CHKERRQ(ierr);
7723       ierr = MatDenseRestoreArray(coarsedivudotp,&arraym);CHKERRQ(ierr);
7724       ierr = VecDestroy(&vp[0]);CHKERRQ(ierr);
7725     } else {
7726       ierr = MatCreateSeqAIJ(PETSC_COMM_SELF,0,0,1,NULL,&coarsedivudotp);CHKERRQ(ierr);
7727     }
7728   } else {
7729     ierr = PCBDDCMatISSubassemble(t_coarse_mat_is,pcbddc->coarse_subassembling,0,restr,full_restr,PETSC_FALSE,&coarse_mat_is,0,NULL,0,NULL);CHKERRQ(ierr);
7730   }
7731   if (coarse_mat_is || coarse_mat) {
7732     PetscMPIInt size;
7733     ierr = MPI_Comm_size(PetscObjectComm((PetscObject)coarse_mat_is),&size);CHKERRQ(ierr);
7734     if (!multilevel_allowed) {
7735       ierr = MatISGetMPIXAIJ(coarse_mat_is,coarse_mat_reuse,&coarse_mat);CHKERRQ(ierr);
7736     } else {
7737       Mat A;
7738 
7739       /* if this matrix is present, it means we are not reusing the coarse matrix */
7740       if (coarse_mat_is) {
7741         if (coarse_mat) SETERRQ(PetscObjectComm((PetscObject)coarse_mat_is),PETSC_ERR_PLIB,"This should not happen");
7742         ierr = PetscObjectReference((PetscObject)coarse_mat_is);CHKERRQ(ierr);
7743         coarse_mat = coarse_mat_is;
7744       }
7745       /* be sure we don't have MatSeqDENSE as local mat */
7746       ierr = MatISGetLocalMat(coarse_mat,&A);CHKERRQ(ierr);
7747       ierr = MatConvert(A,MATSEQAIJ,MAT_INPLACE_MATRIX,&A);CHKERRQ(ierr);
7748     }
7749   }
7750   ierr = MatDestroy(&t_coarse_mat_is);CHKERRQ(ierr);
7751   ierr = MatDestroy(&coarse_mat_is);CHKERRQ(ierr);
7752 
7753   /* create local to global scatters for coarse problem */
7754   if (compute_vecs) {
7755     PetscInt lrows;
7756     ierr = VecDestroy(&pcbddc->coarse_vec);CHKERRQ(ierr);
7757     if (coarse_mat) {
7758       ierr = MatGetLocalSize(coarse_mat,&lrows,NULL);CHKERRQ(ierr);
7759     } else {
7760       lrows = 0;
7761     }
7762     ierr = VecCreate(PetscObjectComm((PetscObject)pc),&pcbddc->coarse_vec);CHKERRQ(ierr);
7763     ierr = VecSetSizes(pcbddc->coarse_vec,lrows,PETSC_DECIDE);CHKERRQ(ierr);
7764     ierr = VecSetType(pcbddc->coarse_vec,VECSTANDARD);CHKERRQ(ierr);
7765     ierr = VecScatterDestroy(&pcbddc->coarse_loc_to_glob);CHKERRQ(ierr);
7766     ierr = VecScatterCreate(pcbddc->vec1_P,NULL,pcbddc->coarse_vec,coarse_is,&pcbddc->coarse_loc_to_glob);CHKERRQ(ierr);
7767   }
7768   ierr = ISDestroy(&coarse_is);CHKERRQ(ierr);
7769 
7770   /* set defaults for coarse KSP and PC */
7771   if (multilevel_allowed) {
7772     coarse_ksp_type = KSPRICHARDSON;
7773     coarse_pc_type = PCBDDC;
7774   } else {
7775     coarse_ksp_type = KSPPREONLY;
7776     coarse_pc_type = PCREDUNDANT;
7777   }
7778 
7779   /* print some info if requested */
7780   if (pcbddc->dbg_flag) {
7781     if (!multilevel_allowed) {
7782       ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
7783       if (multilevel_requested) {
7784         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);
7785       } else if (pcbddc->max_levels) {
7786         ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Maximum number of requested levels reached (%d)\n",pcbddc->max_levels);CHKERRQ(ierr);
7787       }
7788       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
7789     }
7790   }
7791 
7792   /* communicate coarse discrete gradient */
7793   coarseG = NULL;
7794   if (pcbddc->nedcG && multilevel_allowed) {
7795     MPI_Comm ccomm;
7796     if (coarse_mat) {
7797       ccomm = PetscObjectComm((PetscObject)coarse_mat);
7798     } else {
7799       ccomm = MPI_COMM_NULL;
7800     }
7801     ierr = MatMPIAIJRestrict(pcbddc->nedcG,ccomm,&coarseG);CHKERRQ(ierr);
7802   }
7803 
7804   /* create the coarse KSP object only once with defaults */
7805   if (coarse_mat) {
7806     PetscBool   isredundant,isnn,isbddc;
7807     PetscViewer dbg_viewer = NULL;
7808 
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         ierr = PetscSNPrintf(str_level,sizeof(str_level),"l%d_",(int)(pcbddc->current_level));CHKERRQ(ierr);
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,PCBDDC,&isbddc);CHKERRQ(ierr);
7871     /* multilevel can only be requested via -pc_bddc_levels or PCBDDCSetLevels */
7872     if (isbddc && !multilevel_allowed) {
7873       ierr   = PCSetType(pc_temp,coarse_pc_type);CHKERRQ(ierr);
7874       isbddc = PETSC_FALSE;
7875     }
7876     /* multilevel cannot be done with coarse PCs different from BDDC or NN */
7877     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCNN,&isnn);CHKERRQ(ierr);
7878     if (multilevel_requested && multilevel_allowed && !isbddc && !isnn) {
7879       ierr   = PCSetType(pc_temp,PCBDDC);CHKERRQ(ierr);
7880       isbddc = PETSC_TRUE;
7881     }
7882     ierr = PCFactorSetReuseFill(pc_temp,PETSC_TRUE);CHKERRQ(ierr);
7883     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCREDUNDANT,&isredundant);CHKERRQ(ierr);
7884     if (isredundant) {
7885       KSP inner_ksp;
7886       PC  inner_pc;
7887 
7888       ierr = PCRedundantGetKSP(pc_temp,&inner_ksp);CHKERRQ(ierr);
7889       ierr = KSPGetPC(inner_ksp,&inner_pc);CHKERRQ(ierr);
7890       ierr = PCFactorSetReuseFill(inner_pc,PETSC_TRUE);CHKERRQ(ierr);
7891     }
7892 
7893     /* parameters which miss an API */
7894     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCBDDC,&isbddc);CHKERRQ(ierr);
7895     if (isbddc) {
7896       PC_BDDC* pcbddc_coarse = (PC_BDDC*)pc_temp->data;
7897 
7898       pcbddc_coarse->detect_disconnected = PETSC_TRUE;
7899       pcbddc_coarse->coarse_eqs_per_proc = pcbddc->coarse_eqs_per_proc;
7900       pcbddc_coarse->benign_saddle_point = pcbddc->benign_have_null;
7901       if (pcbddc_coarse->benign_saddle_point) {
7902         Mat                    coarsedivudotp_is;
7903         ISLocalToGlobalMapping l2gmap,rl2g,cl2g;
7904         IS                     row,col;
7905         const PetscInt         *gidxs;
7906         PetscInt               n,st,M,N;
7907 
7908         ierr = MatGetSize(coarsedivudotp,&n,NULL);CHKERRQ(ierr);
7909         ierr = MPI_Scan(&n,&st,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)coarse_mat));CHKERRQ(ierr);
7910         st   = st-n;
7911         ierr = ISCreateStride(PetscObjectComm((PetscObject)coarse_mat),1,st,1,&row);CHKERRQ(ierr);
7912         ierr = MatGetLocalToGlobalMapping(coarse_mat,&l2gmap,NULL);CHKERRQ(ierr);
7913         ierr = ISLocalToGlobalMappingGetSize(l2gmap,&n);CHKERRQ(ierr);
7914         ierr = ISLocalToGlobalMappingGetIndices(l2gmap,&gidxs);CHKERRQ(ierr);
7915         ierr = ISCreateGeneral(PetscObjectComm((PetscObject)coarse_mat),n,gidxs,PETSC_COPY_VALUES,&col);CHKERRQ(ierr);
7916         ierr = ISLocalToGlobalMappingRestoreIndices(l2gmap,&gidxs);CHKERRQ(ierr);
7917         ierr = ISLocalToGlobalMappingCreateIS(row,&rl2g);CHKERRQ(ierr);
7918         ierr = ISLocalToGlobalMappingCreateIS(col,&cl2g);CHKERRQ(ierr);
7919         ierr = ISGetSize(row,&M);CHKERRQ(ierr);
7920         ierr = MatGetSize(coarse_mat,&N,NULL);CHKERRQ(ierr);
7921         ierr = ISDestroy(&row);CHKERRQ(ierr);
7922         ierr = ISDestroy(&col);CHKERRQ(ierr);
7923         ierr = MatCreate(PetscObjectComm((PetscObject)coarse_mat),&coarsedivudotp_is);CHKERRQ(ierr);
7924         ierr = MatSetType(coarsedivudotp_is,MATIS);CHKERRQ(ierr);
7925         ierr = MatSetSizes(coarsedivudotp_is,PETSC_DECIDE,PETSC_DECIDE,M,N);CHKERRQ(ierr);
7926         ierr = MatSetLocalToGlobalMapping(coarsedivudotp_is,rl2g,cl2g);CHKERRQ(ierr);
7927         ierr = ISLocalToGlobalMappingDestroy(&rl2g);CHKERRQ(ierr);
7928         ierr = ISLocalToGlobalMappingDestroy(&cl2g);CHKERRQ(ierr);
7929         ierr = MatISSetLocalMat(coarsedivudotp_is,coarsedivudotp);CHKERRQ(ierr);
7930         ierr = MatDestroy(&coarsedivudotp);CHKERRQ(ierr);
7931         ierr = PCBDDCSetDivergenceMat(pc_temp,coarsedivudotp_is,PETSC_FALSE,NULL);CHKERRQ(ierr);
7932         ierr = MatDestroy(&coarsedivudotp_is);CHKERRQ(ierr);
7933         pcbddc_coarse->adaptive_userdefined = PETSC_TRUE;
7934         if (pcbddc->adaptive_threshold < 1.0) pcbddc_coarse->deluxe_zerorows = PETSC_TRUE;
7935       }
7936     }
7937 
7938     /* propagate symmetry info of coarse matrix */
7939     ierr = MatSetOption(coarse_mat,MAT_STRUCTURALLY_SYMMETRIC,PETSC_TRUE);CHKERRQ(ierr);
7940     if (pc->pmat->symmetric_set) {
7941       ierr = MatSetOption(coarse_mat,MAT_SYMMETRIC,pc->pmat->symmetric);CHKERRQ(ierr);
7942     }
7943     if (pc->pmat->hermitian_set) {
7944       ierr = MatSetOption(coarse_mat,MAT_HERMITIAN,pc->pmat->hermitian);CHKERRQ(ierr);
7945     }
7946     if (pc->pmat->spd_set) {
7947       ierr = MatSetOption(coarse_mat,MAT_SPD,pc->pmat->spd);CHKERRQ(ierr);
7948     }
7949     if (pcbddc->benign_saddle_point && !pcbddc->benign_have_null) {
7950       ierr = MatSetOption(coarse_mat,MAT_SPD,PETSC_TRUE);CHKERRQ(ierr);
7951     }
7952     /* set operators */
7953     ierr = KSPSetOperators(pcbddc->coarse_ksp,coarse_mat,coarse_mat);CHKERRQ(ierr);
7954     if (pcbddc->dbg_flag) {
7955       ierr = PetscViewerASCIISubtractTab(dbg_viewer,2*pcbddc->current_level);CHKERRQ(ierr);
7956     }
7957   }
7958   ierr = MatDestroy(&coarseG);CHKERRQ(ierr);
7959   ierr = PetscFree(isarray);CHKERRQ(ierr);
7960 #if 0
7961   {
7962     PetscViewer viewer;
7963     char filename[256];
7964     sprintf(filename,"coarse_mat_level%d.m",pcbddc->current_level);
7965     ierr = PetscViewerASCIIOpen(PetscObjectComm((PetscObject)coarse_mat),filename,&viewer);CHKERRQ(ierr);
7966     ierr = PetscViewerPushFormat(viewer,PETSC_VIEWER_ASCII_MATLAB);CHKERRQ(ierr);
7967     ierr = MatView(coarse_mat,viewer);CHKERRQ(ierr);
7968     ierr = PetscViewerPopFormat(viewer);CHKERRQ(ierr);
7969     ierr = PetscViewerDestroy(&viewer);CHKERRQ(ierr);
7970   }
7971 #endif
7972 
7973   if (pcbddc->coarse_ksp) {
7974     Vec crhs,csol;
7975 
7976     ierr = KSPGetSolution(pcbddc->coarse_ksp,&csol);CHKERRQ(ierr);
7977     ierr = KSPGetRhs(pcbddc->coarse_ksp,&crhs);CHKERRQ(ierr);
7978     if (!csol) {
7979       ierr = MatCreateVecs(coarse_mat,&((pcbddc->coarse_ksp)->vec_sol),NULL);CHKERRQ(ierr);
7980     }
7981     if (!crhs) {
7982       ierr = MatCreateVecs(coarse_mat,NULL,&((pcbddc->coarse_ksp)->vec_rhs));CHKERRQ(ierr);
7983     }
7984   }
7985   ierr = MatDestroy(&coarsedivudotp);CHKERRQ(ierr);
7986 
7987   /* compute null space for coarse solver if the benign trick has been requested */
7988   if (pcbddc->benign_null) {
7989 
7990     ierr = VecSet(pcbddc->vec1_P,0.);CHKERRQ(ierr);
7991     for (i=0;i<pcbddc->benign_n;i++) {
7992       ierr = VecSetValue(pcbddc->vec1_P,pcbddc->local_primal_size-pcbddc->benign_n+i,1.0,INSERT_VALUES);CHKERRQ(ierr);
7993     }
7994     ierr = VecAssemblyBegin(pcbddc->vec1_P);CHKERRQ(ierr);
7995     ierr = VecAssemblyEnd(pcbddc->vec1_P);CHKERRQ(ierr);
7996     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
7997     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
7998     if (coarse_mat) {
7999       Vec         nullv;
8000       PetscScalar *array,*array2;
8001       PetscInt    nl;
8002 
8003       ierr = MatCreateVecs(coarse_mat,&nullv,NULL);CHKERRQ(ierr);
8004       ierr = VecGetLocalSize(nullv,&nl);CHKERRQ(ierr);
8005       ierr = VecGetArrayRead(pcbddc->coarse_vec,(const PetscScalar**)&array);CHKERRQ(ierr);
8006       ierr = VecGetArray(nullv,&array2);CHKERRQ(ierr);
8007       ierr = PetscMemcpy(array2,array,nl*sizeof(*array));CHKERRQ(ierr);
8008       ierr = VecRestoreArray(nullv,&array2);CHKERRQ(ierr);
8009       ierr = VecRestoreArrayRead(pcbddc->coarse_vec,(const PetscScalar**)&array);CHKERRQ(ierr);
8010       ierr = VecNormalize(nullv,NULL);CHKERRQ(ierr);
8011       ierr = MatNullSpaceCreate(PetscObjectComm((PetscObject)coarse_mat),PETSC_FALSE,1,&nullv,&CoarseNullSpace);CHKERRQ(ierr);
8012       ierr = VecDestroy(&nullv);CHKERRQ(ierr);
8013     }
8014   }
8015 
8016   if (pcbddc->coarse_ksp) {
8017     PetscBool ispreonly;
8018 
8019     if (CoarseNullSpace) {
8020       PetscBool isnull;
8021       ierr = MatNullSpaceTest(CoarseNullSpace,coarse_mat,&isnull);CHKERRQ(ierr);
8022       if (isnull) {
8023         ierr = MatSetNullSpace(coarse_mat,CoarseNullSpace);CHKERRQ(ierr);
8024       }
8025       /* TODO: add local nullspaces (if any) */
8026     }
8027     /* setup coarse ksp */
8028     ierr = KSPSetUp(pcbddc->coarse_ksp);CHKERRQ(ierr);
8029     /* Check coarse problem if in debug mode or if solving with an iterative method */
8030     ierr = PetscObjectTypeCompare((PetscObject)pcbddc->coarse_ksp,KSPPREONLY,&ispreonly);CHKERRQ(ierr);
8031     if (pcbddc->dbg_flag || (!ispreonly && pcbddc->use_coarse_estimates) ) {
8032       KSP       check_ksp;
8033       KSPType   check_ksp_type;
8034       PC        check_pc;
8035       Vec       check_vec,coarse_vec;
8036       PetscReal abs_infty_error,infty_error,lambda_min=1.0,lambda_max=1.0;
8037       PetscInt  its;
8038       PetscBool compute_eigs;
8039       PetscReal *eigs_r,*eigs_c;
8040       PetscInt  neigs;
8041       const char *prefix;
8042 
8043       /* Create ksp object suitable for estimation of extreme eigenvalues */
8044       ierr = KSPCreate(PetscObjectComm((PetscObject)pcbddc->coarse_ksp),&check_ksp);CHKERRQ(ierr);
8045       ierr = KSPSetErrorIfNotConverged(pcbddc->coarse_ksp,pc->erroriffailure);CHKERRQ(ierr);
8046       ierr = KSPSetOperators(check_ksp,coarse_mat,coarse_mat);CHKERRQ(ierr);
8047       ierr = KSPSetTolerances(check_ksp,1.e-12,1.e-12,PETSC_DEFAULT,pcbddc->coarse_size);CHKERRQ(ierr);
8048       /* prevent from setup unneeded object */
8049       ierr = KSPGetPC(check_ksp,&check_pc);CHKERRQ(ierr);
8050       ierr = PCSetType(check_pc,PCNONE);CHKERRQ(ierr);
8051       if (ispreonly) {
8052         check_ksp_type = KSPPREONLY;
8053         compute_eigs = PETSC_FALSE;
8054       } else {
8055         check_ksp_type = KSPGMRES;
8056         compute_eigs = PETSC_TRUE;
8057       }
8058       ierr = KSPSetType(check_ksp,check_ksp_type);CHKERRQ(ierr);
8059       ierr = KSPSetComputeSingularValues(check_ksp,compute_eigs);CHKERRQ(ierr);
8060       ierr = KSPSetComputeEigenvalues(check_ksp,compute_eigs);CHKERRQ(ierr);
8061       ierr = KSPGMRESSetRestart(check_ksp,pcbddc->coarse_size+1);CHKERRQ(ierr);
8062       ierr = KSPGetOptionsPrefix(pcbddc->coarse_ksp,&prefix);CHKERRQ(ierr);
8063       ierr = KSPSetOptionsPrefix(check_ksp,prefix);CHKERRQ(ierr);
8064       ierr = KSPAppendOptionsPrefix(check_ksp,"check_");CHKERRQ(ierr);
8065       ierr = KSPSetFromOptions(check_ksp);CHKERRQ(ierr);
8066       ierr = KSPSetUp(check_ksp);CHKERRQ(ierr);
8067       ierr = KSPGetPC(pcbddc->coarse_ksp,&check_pc);CHKERRQ(ierr);
8068       ierr = KSPSetPC(check_ksp,check_pc);CHKERRQ(ierr);
8069       /* create random vec */
8070       ierr = MatCreateVecs(coarse_mat,&coarse_vec,&check_vec);CHKERRQ(ierr);
8071       ierr = VecSetRandom(check_vec,NULL);CHKERRQ(ierr);
8072       ierr = MatMult(coarse_mat,check_vec,coarse_vec);CHKERRQ(ierr);
8073       /* solve coarse problem */
8074       ierr = KSPSolve(check_ksp,coarse_vec,coarse_vec);CHKERRQ(ierr);
8075       /* set eigenvalue estimation if preonly has not been requested */
8076       if (compute_eigs) {
8077         ierr = PetscMalloc1(pcbddc->coarse_size+1,&eigs_r);CHKERRQ(ierr);
8078         ierr = PetscMalloc1(pcbddc->coarse_size+1,&eigs_c);CHKERRQ(ierr);
8079         ierr = KSPComputeEigenvalues(check_ksp,pcbddc->coarse_size+1,eigs_r,eigs_c,&neigs);CHKERRQ(ierr);
8080         if (neigs) {
8081           lambda_max = eigs_r[neigs-1];
8082           lambda_min = eigs_r[0];
8083           if (pcbddc->use_coarse_estimates) {
8084             if (lambda_max>=lambda_min) { /* using PETSC_SMALL since lambda_max == lambda_min is not allowed by KSPChebyshevSetEigenvalues */
8085               ierr = KSPChebyshevSetEigenvalues(pcbddc->coarse_ksp,lambda_max+PETSC_SMALL,lambda_min);CHKERRQ(ierr);
8086               ierr = KSPRichardsonSetScale(pcbddc->coarse_ksp,2.0/(lambda_max+lambda_min));CHKERRQ(ierr);
8087             }
8088           }
8089         }
8090       }
8091 
8092       /* check coarse problem residual error */
8093       if (pcbddc->dbg_flag) {
8094         PetscViewer dbg_viewer = PETSC_VIEWER_STDOUT_(PetscObjectComm((PetscObject)pcbddc->coarse_ksp));
8095         ierr = PetscViewerASCIIAddTab(dbg_viewer,2*(pcbddc->current_level+1));CHKERRQ(ierr);
8096         ierr = VecAXPY(check_vec,-1.0,coarse_vec);CHKERRQ(ierr);
8097         ierr = VecNorm(check_vec,NORM_INFINITY,&infty_error);CHKERRQ(ierr);
8098         ierr = MatMult(coarse_mat,check_vec,coarse_vec);CHKERRQ(ierr);
8099         ierr = VecNorm(coarse_vec,NORM_INFINITY,&abs_infty_error);CHKERRQ(ierr);
8100         ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem details (use estimates %d)\n",pcbddc->use_coarse_estimates);CHKERRQ(ierr);
8101         ierr = PetscObjectPrintClassNamePrefixType((PetscObject)(pcbddc->coarse_ksp),dbg_viewer);CHKERRQ(ierr);
8102         ierr = PetscObjectPrintClassNamePrefixType((PetscObject)(check_pc),dbg_viewer);CHKERRQ(ierr);
8103         ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem exact infty_error   : %1.6e\n",infty_error);CHKERRQ(ierr);
8104         ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem residual infty_error: %1.6e\n",abs_infty_error);CHKERRQ(ierr);
8105         if (CoarseNullSpace) {
8106           ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem is singular\n");CHKERRQ(ierr);
8107         }
8108         if (compute_eigs) {
8109           PetscReal          lambda_max_s,lambda_min_s;
8110           KSPConvergedReason reason;
8111           ierr = KSPGetType(check_ksp,&check_ksp_type);CHKERRQ(ierr);
8112           ierr = KSPGetIterationNumber(check_ksp,&its);CHKERRQ(ierr);
8113           ierr = KSPGetConvergedReason(check_ksp,&reason);CHKERRQ(ierr);
8114           ierr = KSPComputeExtremeSingularValues(check_ksp,&lambda_max_s,&lambda_min_s);CHKERRQ(ierr);
8115           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);
8116           for (i=0;i<neigs;i++) {
8117             ierr = PetscViewerASCIIPrintf(dbg_viewer,"%1.6e %1.6ei\n",eigs_r[i],eigs_c[i]);CHKERRQ(ierr);
8118           }
8119         }
8120         ierr = PetscViewerFlush(dbg_viewer);CHKERRQ(ierr);
8121         ierr = PetscViewerASCIISubtractTab(dbg_viewer,2*(pcbddc->current_level+1));CHKERRQ(ierr);
8122       }
8123       ierr = VecDestroy(&check_vec);CHKERRQ(ierr);
8124       ierr = VecDestroy(&coarse_vec);CHKERRQ(ierr);
8125       ierr = KSPDestroy(&check_ksp);CHKERRQ(ierr);
8126       if (compute_eigs) {
8127         ierr = PetscFree(eigs_r);CHKERRQ(ierr);
8128         ierr = PetscFree(eigs_c);CHKERRQ(ierr);
8129       }
8130     }
8131   }
8132   ierr = MatNullSpaceDestroy(&CoarseNullSpace);CHKERRQ(ierr);
8133   /* print additional info */
8134   if (pcbddc->dbg_flag) {
8135     /* waits until all processes reaches this point */
8136     ierr = PetscBarrier((PetscObject)pc);CHKERRQ(ierr);
8137     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Coarse solver setup completed at level %d\n",pcbddc->current_level);CHKERRQ(ierr);
8138     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8139   }
8140 
8141   /* free memory */
8142   ierr = MatDestroy(&coarse_mat);CHKERRQ(ierr);
8143   PetscFunctionReturn(0);
8144 }
8145 
8146 PetscErrorCode PCBDDCComputePrimalNumbering(PC pc,PetscInt* coarse_size_n,PetscInt** local_primal_indices_n)
8147 {
8148   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
8149   PC_IS*         pcis = (PC_IS*)pc->data;
8150   Mat_IS*        matis = (Mat_IS*)pc->pmat->data;
8151   IS             subset,subset_mult,subset_n;
8152   PetscInt       local_size,coarse_size=0;
8153   PetscInt       *local_primal_indices=NULL;
8154   const PetscInt *t_local_primal_indices;
8155   PetscErrorCode ierr;
8156 
8157   PetscFunctionBegin;
8158   /* Compute global number of coarse dofs */
8159   if (pcbddc->local_primal_size && !pcbddc->local_primal_ref_node) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"BDDC ConstraintsSetUp should be called first");
8160   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)(pc->pmat)),pcbddc->local_primal_size_cc,pcbddc->local_primal_ref_node,PETSC_COPY_VALUES,&subset_n);CHKERRQ(ierr);
8161   ierr = ISLocalToGlobalMappingApplyIS(pcis->mapping,subset_n,&subset);CHKERRQ(ierr);
8162   ierr = ISDestroy(&subset_n);CHKERRQ(ierr);
8163   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)(pc->pmat)),pcbddc->local_primal_size_cc,pcbddc->local_primal_ref_mult,PETSC_COPY_VALUES,&subset_mult);CHKERRQ(ierr);
8164   ierr = ISRenumber(subset,subset_mult,&coarse_size,&subset_n);CHKERRQ(ierr);
8165   ierr = ISDestroy(&subset);CHKERRQ(ierr);
8166   ierr = ISDestroy(&subset_mult);CHKERRQ(ierr);
8167   ierr = ISGetLocalSize(subset_n,&local_size);CHKERRQ(ierr);
8168   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);
8169   ierr = PetscMalloc1(local_size,&local_primal_indices);CHKERRQ(ierr);
8170   ierr = ISGetIndices(subset_n,&t_local_primal_indices);CHKERRQ(ierr);
8171   ierr = PetscMemcpy(local_primal_indices,t_local_primal_indices,local_size*sizeof(PetscInt));CHKERRQ(ierr);
8172   ierr = ISRestoreIndices(subset_n,&t_local_primal_indices);CHKERRQ(ierr);
8173   ierr = ISDestroy(&subset_n);CHKERRQ(ierr);
8174 
8175   /* check numbering */
8176   if (pcbddc->dbg_flag) {
8177     PetscScalar coarsesum,*array,*array2;
8178     PetscInt    i;
8179     PetscBool   set_error = PETSC_FALSE,set_error_reduced = PETSC_FALSE;
8180 
8181     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8182     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
8183     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Check coarse indices\n");CHKERRQ(ierr);
8184     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8185     /* counter */
8186     ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
8187     ierr = VecSet(pcis->vec1_N,1.0);CHKERRQ(ierr);
8188     ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8189     ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8190     ierr = VecScatterBegin(matis->rctx,pcis->vec1_global,pcis->vec2_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8191     ierr = VecScatterEnd(matis->rctx,pcis->vec1_global,pcis->vec2_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8192     ierr = VecSet(pcis->vec1_N,0.0);CHKERRQ(ierr);
8193     for (i=0;i<pcbddc->local_primal_size;i++) {
8194       ierr = VecSetValue(pcis->vec1_N,pcbddc->primal_indices_local_idxs[i],1.0,INSERT_VALUES);CHKERRQ(ierr);
8195     }
8196     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
8197     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
8198     ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
8199     ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8200     ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8201     ierr = VecScatterBegin(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8202     ierr = VecScatterEnd(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8203     ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8204     ierr = VecGetArray(pcis->vec2_N,&array2);CHKERRQ(ierr);
8205     for (i=0;i<pcis->n;i++) {
8206       if (array[i] != 0.0 && array[i] != array2[i]) {
8207         PetscInt owned = (PetscInt)PetscRealPart(array[i]),gi;
8208         PetscInt neigh = (PetscInt)PetscRealPart(array2[i]);
8209         set_error = PETSC_TRUE;
8210         ierr = ISLocalToGlobalMappingApply(pcis->mapping,1,&i,&gi);CHKERRQ(ierr);
8211         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);
8212       }
8213     }
8214     ierr = VecRestoreArray(pcis->vec2_N,&array2);CHKERRQ(ierr);
8215     ierr = MPIU_Allreduce(&set_error,&set_error_reduced,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
8216     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8217     for (i=0;i<pcis->n;i++) {
8218       if (PetscRealPart(array[i]) > 0.0) array[i] = 1.0/PetscRealPart(array[i]);
8219     }
8220     ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8221     ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
8222     ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8223     ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8224     ierr = VecSum(pcis->vec1_global,&coarsesum);CHKERRQ(ierr);
8225     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Size of coarse problem is %d (%lf)\n",coarse_size,PetscRealPart(coarsesum));CHKERRQ(ierr);
8226     if (pcbddc->dbg_flag > 1 || set_error_reduced) {
8227       PetscInt *gidxs;
8228 
8229       ierr = PetscMalloc1(pcbddc->local_primal_size,&gidxs);CHKERRQ(ierr);
8230       ierr = ISLocalToGlobalMappingApply(pcis->mapping,pcbddc->local_primal_size,pcbddc->primal_indices_local_idxs,gidxs);CHKERRQ(ierr);
8231       ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Distribution of local primal indices\n");CHKERRQ(ierr);
8232       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8233       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d\n",PetscGlobalRank);CHKERRQ(ierr);
8234       for (i=0;i<pcbddc->local_primal_size;i++) {
8235         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);
8236       }
8237       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8238       ierr = PetscFree(gidxs);CHKERRQ(ierr);
8239     }
8240     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8241     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8242     if (set_error_reduced) SETERRQ(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"BDDC Numbering of coarse dofs failed");
8243   }
8244   /* ierr = PetscPrintf(PetscObjectComm((PetscObject)pc),"Size of coarse problem is %d\n",coarse_size);CHKERRQ(ierr); */
8245   /* get back data */
8246   *coarse_size_n = coarse_size;
8247   *local_primal_indices_n = local_primal_indices;
8248   PetscFunctionReturn(0);
8249 }
8250 
8251 PetscErrorCode PCBDDCGlobalToLocal(VecScatter g2l_ctx,Vec gwork, Vec lwork, IS globalis, IS* localis)
8252 {
8253   IS             localis_t;
8254   PetscInt       i,lsize,*idxs,n;
8255   PetscScalar    *vals;
8256   PetscErrorCode ierr;
8257 
8258   PetscFunctionBegin;
8259   /* get indices in local ordering exploiting local to global map */
8260   ierr = ISGetLocalSize(globalis,&lsize);CHKERRQ(ierr);
8261   ierr = PetscMalloc1(lsize,&vals);CHKERRQ(ierr);
8262   for (i=0;i<lsize;i++) vals[i] = 1.0;
8263   ierr = ISGetIndices(globalis,(const PetscInt**)&idxs);CHKERRQ(ierr);
8264   ierr = VecSet(gwork,0.0);CHKERRQ(ierr);
8265   ierr = VecSet(lwork,0.0);CHKERRQ(ierr);
8266   if (idxs) { /* multilevel guard */
8267     ierr = VecSetOption(gwork,VEC_IGNORE_NEGATIVE_INDICES,PETSC_TRUE);CHKERRQ(ierr);
8268     ierr = VecSetValues(gwork,lsize,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
8269   }
8270   ierr = VecAssemblyBegin(gwork);CHKERRQ(ierr);
8271   ierr = ISRestoreIndices(globalis,(const PetscInt**)&idxs);CHKERRQ(ierr);
8272   ierr = PetscFree(vals);CHKERRQ(ierr);
8273   ierr = VecAssemblyEnd(gwork);CHKERRQ(ierr);
8274   /* now compute set in local ordering */
8275   ierr = VecScatterBegin(g2l_ctx,gwork,lwork,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8276   ierr = VecScatterEnd(g2l_ctx,gwork,lwork,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8277   ierr = VecGetArrayRead(lwork,(const PetscScalar**)&vals);CHKERRQ(ierr);
8278   ierr = VecGetSize(lwork,&n);CHKERRQ(ierr);
8279   for (i=0,lsize=0;i<n;i++) {
8280     if (PetscRealPart(vals[i]) > 0.5) {
8281       lsize++;
8282     }
8283   }
8284   ierr = PetscMalloc1(lsize,&idxs);CHKERRQ(ierr);
8285   for (i=0,lsize=0;i<n;i++) {
8286     if (PetscRealPart(vals[i]) > 0.5) {
8287       idxs[lsize++] = i;
8288     }
8289   }
8290   ierr = VecRestoreArrayRead(lwork,(const PetscScalar**)&vals);CHKERRQ(ierr);
8291   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)gwork),lsize,idxs,PETSC_OWN_POINTER,&localis_t);CHKERRQ(ierr);
8292   *localis = localis_t;
8293   PetscFunctionReturn(0);
8294 }
8295 
8296 PetscErrorCode PCBDDCSetUpSubSchurs(PC pc)
8297 {
8298   PC_IS               *pcis=(PC_IS*)pc->data;
8299   PC_BDDC             *pcbddc=(PC_BDDC*)pc->data;
8300   PCBDDCSubSchurs     sub_schurs=pcbddc->sub_schurs;
8301   Mat                 S_j;
8302   PetscInt            *used_xadj,*used_adjncy;
8303   PetscBool           free_used_adj;
8304   PetscErrorCode      ierr;
8305 
8306   PetscFunctionBegin;
8307   /* decide the adjacency to be used for determining internal problems for local schur on subsets */
8308   free_used_adj = PETSC_FALSE;
8309   if (pcbddc->sub_schurs_layers == -1) {
8310     used_xadj = NULL;
8311     used_adjncy = NULL;
8312   } else {
8313     if (pcbddc->sub_schurs_use_useradj && pcbddc->mat_graph->xadj) {
8314       used_xadj = pcbddc->mat_graph->xadj;
8315       used_adjncy = pcbddc->mat_graph->adjncy;
8316     } else if (pcbddc->computed_rowadj) {
8317       used_xadj = pcbddc->mat_graph->xadj;
8318       used_adjncy = pcbddc->mat_graph->adjncy;
8319     } else {
8320       PetscBool      flg_row=PETSC_FALSE;
8321       const PetscInt *xadj,*adjncy;
8322       PetscInt       nvtxs;
8323 
8324       ierr = MatGetRowIJ(pcbddc->local_mat,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
8325       if (flg_row) {
8326         ierr = PetscMalloc2(nvtxs+1,&used_xadj,xadj[nvtxs],&used_adjncy);CHKERRQ(ierr);
8327         ierr = PetscMemcpy(used_xadj,xadj,(nvtxs+1)*sizeof(*xadj));CHKERRQ(ierr);
8328         ierr = PetscMemcpy(used_adjncy,adjncy,(xadj[nvtxs])*sizeof(*adjncy));CHKERRQ(ierr);
8329         free_used_adj = PETSC_TRUE;
8330       } else {
8331         pcbddc->sub_schurs_layers = -1;
8332         used_xadj = NULL;
8333         used_adjncy = NULL;
8334       }
8335       ierr = MatRestoreRowIJ(pcbddc->local_mat,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
8336     }
8337   }
8338 
8339   /* setup sub_schurs data */
8340   ierr = MatCreateSchurComplement(pcis->A_II,pcis->A_II,pcis->A_IB,pcis->A_BI,pcis->A_BB,&S_j);CHKERRQ(ierr);
8341   if (!sub_schurs->schur_explicit) {
8342     /* pcbddc->ksp_D up to date only if not using MatFactor with Schur complement support */
8343     ierr = MatSchurComplementSetKSP(S_j,pcbddc->ksp_D);CHKERRQ(ierr);
8344     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);
8345   } else {
8346     Mat       change = NULL;
8347     Vec       scaling = NULL;
8348     IS        change_primal = NULL, iP;
8349     PetscInt  benign_n;
8350     PetscBool reuse_solvers = (PetscBool)!pcbddc->use_change_of_basis;
8351     PetscBool isseqaij,need_change = PETSC_FALSE;
8352     PetscBool discrete_harmonic = PETSC_FALSE;
8353 
8354     if (!pcbddc->use_vertices && reuse_solvers) {
8355       PetscInt n_vertices;
8356 
8357       ierr = ISGetLocalSize(sub_schurs->is_vertices,&n_vertices);CHKERRQ(ierr);
8358       reuse_solvers = (PetscBool)!n_vertices;
8359     }
8360     ierr = PetscObjectTypeCompare((PetscObject)pcbddc->local_mat,MATSEQAIJ,&isseqaij);CHKERRQ(ierr);
8361     if (!isseqaij) {
8362       Mat_IS* matis = (Mat_IS*)pc->pmat->data;
8363       if (matis->A == pcbddc->local_mat) {
8364         ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
8365         ierr = MatConvert(matis->A,MATSEQAIJ,MAT_INITIAL_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
8366       } else {
8367         ierr = MatConvert(pcbddc->local_mat,MATSEQAIJ,MAT_INPLACE_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
8368       }
8369     }
8370     if (!pcbddc->benign_change_explicit) {
8371       benign_n = pcbddc->benign_n;
8372     } else {
8373       benign_n = 0;
8374     }
8375     /* sub_schurs->change is a local object; instead, PCBDDCConstraintsSetUp and the quantities used in the test below are logically collective on pc.
8376        We need a global reduction to avoid possible deadlocks.
8377        We assume that sub_schurs->change is created once, and then reused for different solves, unless the topography has been recomputed */
8378     if (pcbddc->adaptive_userdefined || (pcbddc->deluxe_zerorows && !pcbddc->use_change_of_basis)) {
8379       PetscBool have_loc_change = (PetscBool)(!!sub_schurs->change);
8380       ierr = MPIU_Allreduce(&have_loc_change,&need_change,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
8381       need_change = (PetscBool)(!need_change);
8382     }
8383     /* If the user defines additional constraints, we import them here.
8384        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 */
8385     if (need_change) {
8386       PC_IS   *pcisf;
8387       PC_BDDC *pcbddcf;
8388       PC      pcf;
8389 
8390       if (pcbddc->sub_schurs_rebuild) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Cannot compute change of basis with a different graph");
8391       ierr = PCCreate(PetscObjectComm((PetscObject)pc),&pcf);CHKERRQ(ierr);
8392       ierr = PCSetOperators(pcf,pc->mat,pc->pmat);CHKERRQ(ierr);
8393       ierr = PCSetType(pcf,PCBDDC);CHKERRQ(ierr);
8394 
8395       /* hacks */
8396       pcisf                        = (PC_IS*)pcf->data;
8397       pcisf->is_B_local            = pcis->is_B_local;
8398       pcisf->vec1_N                = pcis->vec1_N;
8399       pcisf->BtoNmap               = pcis->BtoNmap;
8400       pcisf->n                     = pcis->n;
8401       pcisf->n_B                   = pcis->n_B;
8402       pcbddcf                      = (PC_BDDC*)pcf->data;
8403       ierr                         = PetscFree(pcbddcf->mat_graph);CHKERRQ(ierr);
8404       pcbddcf->mat_graph           = pcbddc->mat_graph;
8405       pcbddcf->use_faces           = PETSC_TRUE;
8406       pcbddcf->use_change_of_basis = PETSC_TRUE;
8407       pcbddcf->use_change_on_faces = PETSC_TRUE;
8408       pcbddcf->use_qr_single       = PETSC_TRUE;
8409       pcbddcf->fake_change         = PETSC_TRUE;
8410 
8411       /* setup constraints so that we can get information on primal vertices and change of basis (in local numbering) */
8412       ierr = PCBDDCConstraintsSetUp(pcf);CHKERRQ(ierr);
8413       sub_schurs->change_with_qr = pcbddcf->use_qr_single;
8414       ierr = ISCreateGeneral(PETSC_COMM_SELF,pcbddcf->n_vertices,pcbddcf->local_primal_ref_node,PETSC_COPY_VALUES,&change_primal);CHKERRQ(ierr);
8415       change = pcbddcf->ConstraintMatrix;
8416       pcbddcf->ConstraintMatrix = NULL;
8417 
8418       /* free unneeded memory allocated in PCBDDCConstraintsSetUp */
8419       ierr = PetscFree(pcbddcf->sub_schurs);CHKERRQ(ierr);
8420       ierr = MatNullSpaceDestroy(&pcbddcf->onearnullspace);CHKERRQ(ierr);
8421       ierr = PetscFree2(pcbddcf->local_primal_ref_node,pcbddcf->local_primal_ref_mult);CHKERRQ(ierr);
8422       ierr = PetscFree(pcbddcf->primal_indices_local_idxs);CHKERRQ(ierr);
8423       ierr = PetscFree(pcbddcf->onearnullvecs_state);CHKERRQ(ierr);
8424       ierr = PetscFree(pcf->data);CHKERRQ(ierr);
8425       pcf->ops->destroy = NULL;
8426       pcf->ops->reset   = NULL;
8427       ierr = PCDestroy(&pcf);CHKERRQ(ierr);
8428     }
8429     if (!pcbddc->use_deluxe_scaling) scaling = pcis->D;
8430 
8431     ierr = PetscObjectQuery((PetscObject)pc,"__KSPFETIDP_iP",(PetscObject*)&iP);CHKERRQ(ierr);
8432     if (iP) {
8433       ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)iP),sub_schurs->prefix,"BDDC sub_schurs options","PC");CHKERRQ(ierr);
8434       ierr = PetscOptionsBool("-sub_schurs_discrete_harmonic",NULL,NULL,discrete_harmonic,&discrete_harmonic,NULL);CHKERRQ(ierr);
8435       ierr = PetscOptionsEnd();CHKERRQ(ierr);
8436     }
8437     if (discrete_harmonic) {
8438       Mat A;
8439       ierr = MatDuplicate(pcbddc->local_mat,MAT_COPY_VALUES,&A);CHKERRQ(ierr);
8440       ierr = MatZeroRowsColumnsIS(A,iP,1.0,NULL,NULL);CHKERRQ(ierr);
8441       ierr = PetscObjectCompose((PetscObject)A,"__KSPFETIDP_iP",(PetscObject)iP);CHKERRQ(ierr);
8442       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);
8443       ierr = MatDestroy(&A);CHKERRQ(ierr);
8444     } else {
8445       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);
8446     }
8447     ierr = MatDestroy(&change);CHKERRQ(ierr);
8448     ierr = ISDestroy(&change_primal);CHKERRQ(ierr);
8449   }
8450   ierr = MatDestroy(&S_j);CHKERRQ(ierr);
8451 
8452   /* free adjacency */
8453   if (free_used_adj) {
8454     ierr = PetscFree2(used_xadj,used_adjncy);CHKERRQ(ierr);
8455   }
8456   PetscFunctionReturn(0);
8457 }
8458 
8459 PetscErrorCode PCBDDCInitSubSchurs(PC pc)
8460 {
8461   PC_IS               *pcis=(PC_IS*)pc->data;
8462   PC_BDDC             *pcbddc=(PC_BDDC*)pc->data;
8463   PCBDDCGraph         graph;
8464   PetscErrorCode      ierr;
8465 
8466   PetscFunctionBegin;
8467   /* attach interface graph for determining subsets */
8468   if (pcbddc->sub_schurs_rebuild) { /* in case rebuild has been requested, it uses a graph generated only by the neighbouring information */
8469     IS       verticesIS,verticescomm;
8470     PetscInt vsize,*idxs;
8471 
8472     ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,NULL,NULL,NULL,NULL,&verticesIS);CHKERRQ(ierr);
8473     ierr = ISGetSize(verticesIS,&vsize);CHKERRQ(ierr);
8474     ierr = ISGetIndices(verticesIS,(const PetscInt**)&idxs);CHKERRQ(ierr);
8475     ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),vsize,idxs,PETSC_COPY_VALUES,&verticescomm);CHKERRQ(ierr);
8476     ierr = ISRestoreIndices(verticesIS,(const PetscInt**)&idxs);CHKERRQ(ierr);
8477     ierr = PCBDDCGraphRestoreCandidatesIS(pcbddc->mat_graph,NULL,NULL,NULL,NULL,&verticesIS);CHKERRQ(ierr);
8478     ierr = PCBDDCGraphCreate(&graph);CHKERRQ(ierr);
8479     ierr = PCBDDCGraphInit(graph,pcbddc->mat_graph->l2gmap,pcbddc->mat_graph->nvtxs_global,pcbddc->graphmaxcount);CHKERRQ(ierr);
8480     ierr = PCBDDCGraphSetUp(graph,pcbddc->mat_graph->custom_minimal_size,NULL,pcbddc->DirichletBoundariesLocal,0,NULL,verticescomm);CHKERRQ(ierr);
8481     ierr = ISDestroy(&verticescomm);CHKERRQ(ierr);
8482     ierr = PCBDDCGraphComputeConnectedComponents(graph);CHKERRQ(ierr);
8483   } else {
8484     graph = pcbddc->mat_graph;
8485   }
8486   /* print some info */
8487   if (pcbddc->dbg_flag && !pcbddc->sub_schurs_rebuild) {
8488     IS       vertices;
8489     PetscInt nv,nedges,nfaces;
8490     ierr = PCBDDCGraphASCIIView(graph,pcbddc->dbg_flag,pcbddc->dbg_viewer);CHKERRQ(ierr);
8491     ierr = PCBDDCGraphGetCandidatesIS(graph,&nfaces,NULL,&nedges,NULL,&vertices);CHKERRQ(ierr);
8492     ierr = ISGetSize(vertices,&nv);CHKERRQ(ierr);
8493     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8494     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"--------------------------------------------------------------\n");CHKERRQ(ierr);
8495     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate vertices (%d)\n",PetscGlobalRank,nv,pcbddc->use_vertices);CHKERRQ(ierr);
8496     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate edges    (%d)\n",PetscGlobalRank,nedges,pcbddc->use_edges);CHKERRQ(ierr);
8497     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate faces    (%d)\n",PetscGlobalRank,nfaces,pcbddc->use_faces);CHKERRQ(ierr);
8498     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8499     ierr = PetscViewerASCIIPopSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8500     ierr = PCBDDCGraphRestoreCandidatesIS(graph,&nfaces,NULL,&nedges,NULL,&vertices);CHKERRQ(ierr);
8501   }
8502 
8503   /* sub_schurs init */
8504   if (!pcbddc->sub_schurs) {
8505     ierr = PCBDDCSubSchursCreate(&pcbddc->sub_schurs);CHKERRQ(ierr);
8506   }
8507   ierr = PCBDDCSubSchursInit(pcbddc->sub_schurs,pcis->is_I_local,pcis->is_B_local,graph,pcis->BtoNmap,pcbddc->sub_schurs_rebuild);CHKERRQ(ierr);
8508   pcbddc->sub_schurs->prefix = ((PetscObject)pc)->prefix;
8509 
8510   /* free graph struct */
8511   if (pcbddc->sub_schurs_rebuild) {
8512     ierr = PCBDDCGraphDestroy(&graph);CHKERRQ(ierr);
8513   }
8514   PetscFunctionReturn(0);
8515 }
8516 
8517 PetscErrorCode PCBDDCCheckOperator(PC pc)
8518 {
8519   PC_IS               *pcis=(PC_IS*)pc->data;
8520   PC_BDDC             *pcbddc=(PC_BDDC*)pc->data;
8521   PetscErrorCode      ierr;
8522 
8523   PetscFunctionBegin;
8524   if (pcbddc->n_vertices == pcbddc->local_primal_size) {
8525     IS             zerodiag = NULL;
8526     Mat            S_j,B0_B=NULL;
8527     Vec            dummy_vec=NULL,vec_check_B,vec_scale_P;
8528     PetscScalar    *p0_check,*array,*array2;
8529     PetscReal      norm;
8530     PetscInt       i;
8531 
8532     /* B0 and B0_B */
8533     if (zerodiag) {
8534       IS       dummy;
8535 
8536       ierr = ISCreateStride(PETSC_COMM_SELF,pcbddc->benign_n,0,1,&dummy);CHKERRQ(ierr);
8537       ierr = MatCreateSubMatrix(pcbddc->benign_B0,dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B0_B);CHKERRQ(ierr);
8538       ierr = MatCreateVecs(B0_B,NULL,&dummy_vec);CHKERRQ(ierr);
8539       ierr = ISDestroy(&dummy);CHKERRQ(ierr);
8540     }
8541     /* I need a primal vector to scale primal nodes since BDDC sums contibutions */
8542     ierr = VecDuplicate(pcbddc->vec1_P,&vec_scale_P);CHKERRQ(ierr);
8543     ierr = VecSet(pcbddc->vec1_P,1.0);CHKERRQ(ierr);
8544     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8545     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8546     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,vec_scale_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8547     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,vec_scale_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8548     ierr = VecReciprocal(vec_scale_P);CHKERRQ(ierr);
8549     /* S_j */
8550     ierr = MatCreateSchurComplement(pcis->A_II,pcis->A_II,pcis->A_IB,pcis->A_BI,pcis->A_BB,&S_j);CHKERRQ(ierr);
8551     ierr = MatSchurComplementSetKSP(S_j,pcbddc->ksp_D);CHKERRQ(ierr);
8552 
8553     /* mimic vector in \widetilde{W}_\Gamma */
8554     ierr = VecSetRandom(pcis->vec1_N,NULL);CHKERRQ(ierr);
8555     /* continuous in primal space */
8556     ierr = VecSetRandom(pcbddc->coarse_vec,NULL);CHKERRQ(ierr);
8557     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8558     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8559     ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8560     ierr = PetscCalloc1(pcbddc->benign_n,&p0_check);CHKERRQ(ierr);
8561     for (i=0;i<pcbddc->benign_n;i++) p0_check[i] = array[pcbddc->local_primal_size-pcbddc->benign_n+i];
8562     ierr = VecSetValues(pcis->vec1_N,pcbddc->local_primal_size,pcbddc->local_primal_ref_node,array,INSERT_VALUES);CHKERRQ(ierr);
8563     ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8564     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
8565     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
8566     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->vec2_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8567     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_N,pcis->vec2_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8568     ierr = VecDuplicate(pcis->vec2_B,&vec_check_B);CHKERRQ(ierr);
8569     ierr = VecCopy(pcis->vec2_B,vec_check_B);CHKERRQ(ierr);
8570 
8571     /* assemble rhs for coarse problem */
8572     /* widetilde{S}_\Gamma w_\Gamma + \widetilde{B0}^T_B p0 */
8573     /* local with Schur */
8574     ierr = MatMult(S_j,pcis->vec2_B,pcis->vec1_B);CHKERRQ(ierr);
8575     if (zerodiag) {
8576       ierr = VecGetArray(dummy_vec,&array);CHKERRQ(ierr);
8577       for (i=0;i<pcbddc->benign_n;i++) array[i] = p0_check[i];
8578       ierr = VecRestoreArray(dummy_vec,&array);CHKERRQ(ierr);
8579       ierr = MatMultTransposeAdd(B0_B,dummy_vec,pcis->vec1_B,pcis->vec1_B);CHKERRQ(ierr);
8580     }
8581     /* sum on primal nodes the local contributions */
8582     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_B,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8583     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_B,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8584     ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8585     ierr = VecGetArray(pcbddc->vec1_P,&array2);CHKERRQ(ierr);
8586     for (i=0;i<pcbddc->local_primal_size;i++) array2[i] = array[pcbddc->local_primal_ref_node[i]];
8587     ierr = VecRestoreArray(pcbddc->vec1_P,&array2);CHKERRQ(ierr);
8588     ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8589     ierr = VecSet(pcbddc->coarse_vec,0.);CHKERRQ(ierr);
8590     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8591     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8592     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8593     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8594     ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8595     /* scale primal nodes (BDDC sums contibutions) */
8596     ierr = VecPointwiseMult(pcbddc->vec1_P,vec_scale_P,pcbddc->vec1_P);CHKERRQ(ierr);
8597     ierr = VecSetValues(pcis->vec1_N,pcbddc->local_primal_size,pcbddc->local_primal_ref_node,array,INSERT_VALUES);CHKERRQ(ierr);
8598     ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8599     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
8600     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
8601     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8602     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8603     /* global: \widetilde{B0}_B w_\Gamma */
8604     if (zerodiag) {
8605       ierr = MatMult(B0_B,pcis->vec2_B,dummy_vec);CHKERRQ(ierr);
8606       ierr = VecGetArray(dummy_vec,&array);CHKERRQ(ierr);
8607       for (i=0;i<pcbddc->benign_n;i++) pcbddc->benign_p0[i] = array[i];
8608       ierr = VecRestoreArray(dummy_vec,&array);CHKERRQ(ierr);
8609     }
8610     /* BDDC */
8611     ierr = VecSet(pcis->vec1_D,0.);CHKERRQ(ierr);
8612     ierr = PCBDDCApplyInterfacePreconditioner(pc,PETSC_FALSE);CHKERRQ(ierr);
8613 
8614     ierr = VecCopy(pcis->vec1_B,pcis->vec2_B);CHKERRQ(ierr);
8615     ierr = VecAXPY(pcis->vec1_B,-1.0,vec_check_B);CHKERRQ(ierr);
8616     ierr = VecNorm(pcis->vec1_B,NORM_INFINITY,&norm);CHKERRQ(ierr);
8617     PetscPrintf(PETSC_COMM_SELF,"[%d] BDDC local error is %1.4e\n",PetscGlobalRank,norm);
8618     for (i=0;i<pcbddc->benign_n;i++) {
8619       PetscPrintf(PETSC_COMM_SELF,"[%d] BDDC p0[%d] error is %1.4e\n",PetscGlobalRank,i,PetscAbsScalar(pcbddc->benign_p0[i]-p0_check[i]));
8620     }
8621     ierr = PetscFree(p0_check);CHKERRQ(ierr);
8622     ierr = VecDestroy(&vec_scale_P);CHKERRQ(ierr);
8623     ierr = VecDestroy(&vec_check_B);CHKERRQ(ierr);
8624     ierr = VecDestroy(&dummy_vec);CHKERRQ(ierr);
8625     ierr = MatDestroy(&S_j);CHKERRQ(ierr);
8626     ierr = MatDestroy(&B0_B);CHKERRQ(ierr);
8627   }
8628   PetscFunctionReturn(0);
8629 }
8630 
8631 #include <../src/mat/impls/aij/mpi/mpiaij.h>
8632 PetscErrorCode MatMPIAIJRestrict(Mat A, MPI_Comm ccomm, Mat *B)
8633 {
8634   Mat            At;
8635   IS             rows;
8636   PetscInt       rst,ren;
8637   PetscErrorCode ierr;
8638   PetscLayout    rmap;
8639 
8640   PetscFunctionBegin;
8641   rst = ren = 0;
8642   if (ccomm != MPI_COMM_NULL) {
8643     ierr = PetscLayoutCreate(ccomm,&rmap);CHKERRQ(ierr);
8644     ierr = PetscLayoutSetSize(rmap,A->rmap->N);CHKERRQ(ierr);
8645     ierr = PetscLayoutSetBlockSize(rmap,1);CHKERRQ(ierr);
8646     ierr = PetscLayoutSetUp(rmap);CHKERRQ(ierr);
8647     ierr = PetscLayoutGetRange(rmap,&rst,&ren);CHKERRQ(ierr);
8648   }
8649   ierr = ISCreateStride(PetscObjectComm((PetscObject)A),ren-rst,rst,1,&rows);CHKERRQ(ierr);
8650   ierr = MatCreateSubMatrix(A,rows,NULL,MAT_INITIAL_MATRIX,&At);CHKERRQ(ierr);
8651   ierr = ISDestroy(&rows);CHKERRQ(ierr);
8652 
8653   if (ccomm != MPI_COMM_NULL) {
8654     Mat_MPIAIJ *a,*b;
8655     IS         from,to;
8656     Vec        gvec;
8657     PetscInt   lsize;
8658 
8659     ierr = MatCreate(ccomm,B);CHKERRQ(ierr);
8660     ierr = MatSetSizes(*B,ren-rst,PETSC_DECIDE,PETSC_DECIDE,At->cmap->N);CHKERRQ(ierr);
8661     ierr = MatSetType(*B,MATAIJ);CHKERRQ(ierr);
8662     ierr = PetscLayoutDestroy(&((*B)->rmap));CHKERRQ(ierr);
8663     ierr = PetscLayoutSetUp((*B)->cmap);CHKERRQ(ierr);
8664     a    = (Mat_MPIAIJ*)At->data;
8665     b    = (Mat_MPIAIJ*)(*B)->data;
8666     ierr = MPI_Comm_size(ccomm,&b->size);CHKERRQ(ierr);
8667     ierr = MPI_Comm_rank(ccomm,&b->rank);CHKERRQ(ierr);
8668     ierr = PetscObjectReference((PetscObject)a->A);CHKERRQ(ierr);
8669     ierr = PetscObjectReference((PetscObject)a->B);CHKERRQ(ierr);
8670     b->A = a->A;
8671     b->B = a->B;
8672 
8673     b->donotstash      = a->donotstash;
8674     b->roworiented     = a->roworiented;
8675     b->rowindices      = 0;
8676     b->rowvalues       = 0;
8677     b->getrowactive    = PETSC_FALSE;
8678 
8679     (*B)->rmap         = rmap;
8680     (*B)->factortype   = A->factortype;
8681     (*B)->assembled    = PETSC_TRUE;
8682     (*B)->insertmode   = NOT_SET_VALUES;
8683     (*B)->preallocated = PETSC_TRUE;
8684 
8685     if (a->colmap) {
8686 #if defined(PETSC_USE_CTABLE)
8687       ierr = PetscTableCreateCopy(a->colmap,&b->colmap);CHKERRQ(ierr);
8688 #else
8689       ierr = PetscMalloc1(At->cmap->N,&b->colmap);CHKERRQ(ierr);
8690       ierr = PetscLogObjectMemory((PetscObject)*B,At->cmap->N*sizeof(PetscInt));CHKERRQ(ierr);
8691       ierr = PetscMemcpy(b->colmap,a->colmap,At->cmap->N*sizeof(PetscInt));CHKERRQ(ierr);
8692 #endif
8693     } else b->colmap = 0;
8694     if (a->garray) {
8695       PetscInt len;
8696       len  = a->B->cmap->n;
8697       ierr = PetscMalloc1(len+1,&b->garray);CHKERRQ(ierr);
8698       ierr = PetscLogObjectMemory((PetscObject)(*B),len*sizeof(PetscInt));CHKERRQ(ierr);
8699       if (len) { ierr = PetscMemcpy(b->garray,a->garray,len*sizeof(PetscInt));CHKERRQ(ierr); }
8700     } else b->garray = 0;
8701 
8702     ierr    = PetscObjectReference((PetscObject)a->lvec);CHKERRQ(ierr);
8703     b->lvec = a->lvec;
8704     ierr    = PetscLogObjectParent((PetscObject)*B,(PetscObject)b->lvec);CHKERRQ(ierr);
8705 
8706     /* cannot use VecScatterCopy */
8707     ierr = VecGetLocalSize(b->lvec,&lsize);CHKERRQ(ierr);
8708     ierr = ISCreateGeneral(ccomm,lsize,b->garray,PETSC_USE_POINTER,&from);CHKERRQ(ierr);
8709     ierr = ISCreateStride(PETSC_COMM_SELF,lsize,0,1,&to);CHKERRQ(ierr);
8710     ierr = MatCreateVecs(*B,&gvec,NULL);CHKERRQ(ierr);
8711     ierr = VecScatterCreate(gvec,from,b->lvec,to,&b->Mvctx);CHKERRQ(ierr);
8712     ierr = PetscLogObjectParent((PetscObject)*B,(PetscObject)b->Mvctx);CHKERRQ(ierr);
8713     ierr = ISDestroy(&from);CHKERRQ(ierr);
8714     ierr = ISDestroy(&to);CHKERRQ(ierr);
8715     ierr = VecDestroy(&gvec);CHKERRQ(ierr);
8716   }
8717   ierr = MatDestroy(&At);CHKERRQ(ierr);
8718   PetscFunctionReturn(0);
8719 }
8720