xref: /petsc/src/ksp/pc/impls/bddc/bddcprivate.c (revision 4e22ec7992ea0a5a8658409cbeedb7110d765e7d)
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     }
4952     ierr = KSPSetOperators(pcbddc->ksp_D,pcis->A_II,pcis->A_II);CHKERRQ(ierr);
4953     if (sub_schurs && sub_schurs->reuse_solver) {
4954       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4955 
4956       ierr = KSPSetPC(pcbddc->ksp_D,reuse_solver->interior_solver);CHKERRQ(ierr);
4957     }
4958     /* umfpack interface has a bug when matrix dimension is zero. TODO solve from umfpack interface */
4959     if (!n_D) {
4960       ierr = KSPGetPC(pcbddc->ksp_D,&pc_temp);CHKERRQ(ierr);
4961       ierr = PCSetType(pc_temp,PCNONE);CHKERRQ(ierr);
4962     }
4963     /* Set Up KSP for Dirichlet problem of BDDC */
4964     ierr = KSPSetUp(pcbddc->ksp_D);CHKERRQ(ierr);
4965     /* set ksp_D into pcis data */
4966     ierr = KSPDestroy(&pcis->ksp_D);CHKERRQ(ierr);
4967     ierr = PetscObjectReference((PetscObject)pcbddc->ksp_D);CHKERRQ(ierr);
4968     pcis->ksp_D = pcbddc->ksp_D;
4969   }
4970 
4971   /* NEUMANN PROBLEM */
4972   A_RR = 0;
4973   if (neumann) {
4974     PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
4975     PetscInt        ibs,mbs;
4976     PetscBool       issbaij, reuse_neumann_solver;
4977     Mat_IS*         matis = (Mat_IS*)pc->pmat->data;
4978 
4979     reuse_neumann_solver = PETSC_FALSE;
4980     if (sub_schurs && sub_schurs->reuse_solver) {
4981       IS iP;
4982 
4983       reuse_neumann_solver = PETSC_TRUE;
4984       ierr = PetscObjectQuery((PetscObject)sub_schurs->A,"__KSPFETIDP_iP",(PetscObject*)&iP);CHKERRQ(ierr);
4985       if (iP) reuse_neumann_solver = PETSC_FALSE;
4986     }
4987     /* Matrix for Neumann problem is A_RR -> we need to create/reuse it at this point */
4988     ierr = ISGetSize(pcbddc->is_R_local,&n_R);CHKERRQ(ierr);
4989     if (pcbddc->ksp_R) { /* already created ksp */
4990       PetscInt nn_R;
4991       ierr = KSPGetOperators(pcbddc->ksp_R,NULL,&A_RR);CHKERRQ(ierr);
4992       ierr = PetscObjectReference((PetscObject)A_RR);CHKERRQ(ierr);
4993       ierr = MatGetSize(A_RR,&nn_R,NULL);CHKERRQ(ierr);
4994       if (nn_R != n_R) { /* old ksp is not reusable, so reset it */
4995         ierr = KSPReset(pcbddc->ksp_R);CHKERRQ(ierr);
4996         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
4997         reuse = MAT_INITIAL_MATRIX;
4998       } else { /* same sizes, but nonzero pattern depend on primal vertices so it can be changed */
4999         if (pcbddc->new_primal_space_local) { /* we are not sure the matrix will have the same nonzero pattern */
5000           ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5001           reuse = MAT_INITIAL_MATRIX;
5002         } else { /* safe to reuse the matrix */
5003           reuse = MAT_REUSE_MATRIX;
5004         }
5005       }
5006       /* last check */
5007       if (pc->flag == DIFFERENT_NONZERO_PATTERN) {
5008         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5009         reuse = MAT_INITIAL_MATRIX;
5010       }
5011     } else { /* first time, so we need to create the matrix */
5012       reuse = MAT_INITIAL_MATRIX;
5013     }
5014     /* convert pcbddc->local_mat if needed later in PCBDDCSetUpCorrection */
5015     ierr = MatGetBlockSize(pcbddc->local_mat,&mbs);CHKERRQ(ierr);
5016     ierr = ISGetBlockSize(pcbddc->is_R_local,&ibs);CHKERRQ(ierr);
5017     ierr = PetscObjectTypeCompare((PetscObject)pcbddc->local_mat,MATSEQSBAIJ,&issbaij);CHKERRQ(ierr);
5018     if (ibs != mbs) { /* need to convert to SEQAIJ to extract any submatrix with is_R_local */
5019       if (matis->A == pcbddc->local_mat) {
5020         ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
5021         ierr = MatConvert(matis->A,MATSEQAIJ,MAT_INITIAL_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5022       } else {
5023         ierr = MatConvert(pcbddc->local_mat,MATSEQAIJ,MAT_INPLACE_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5024       }
5025     } else if (issbaij) { /* need to convert to BAIJ to get offdiagonal blocks */
5026       if (matis->A == pcbddc->local_mat) {
5027         ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
5028         ierr = MatConvert(matis->A,MATSEQBAIJ,MAT_INITIAL_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5029       } else {
5030         ierr = MatConvert(pcbddc->local_mat,MATSEQBAIJ,MAT_INPLACE_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5031       }
5032     }
5033     /* extract A_RR */
5034     if (reuse_neumann_solver) {
5035       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5036 
5037       if (pcbddc->dbg_flag) { /* we need A_RR to test the solver later */
5038         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5039         if (reuse_solver->benign_n) { /* we are not using the explicit change of basis on the pressures */
5040           ierr = PCBDDCBenignProject(pc,pcbddc->is_R_local,pcbddc->is_R_local,&A_RR);CHKERRQ(ierr);
5041         } else {
5042           ierr = MatCreateSubMatrix(pcbddc->local_mat,pcbddc->is_R_local,pcbddc->is_R_local,MAT_INITIAL_MATRIX,&A_RR);CHKERRQ(ierr);
5043         }
5044       } else {
5045         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5046         ierr = PCGetOperators(reuse_solver->correction_solver,&A_RR,NULL);CHKERRQ(ierr);
5047         ierr = PetscObjectReference((PetscObject)A_RR);CHKERRQ(ierr);
5048       }
5049     } else { /* we have to build the neumann solver, so we need to extract the relevant matrix */
5050       ierr = MatCreateSubMatrix(pcbddc->local_mat,pcbddc->is_R_local,pcbddc->is_R_local,reuse,&A_RR);CHKERRQ(ierr);
5051     }
5052     if (pcbddc->local_mat->symmetric_set) {
5053       ierr = MatSetOption(A_RR,MAT_SYMMETRIC,pcbddc->local_mat->symmetric_set);CHKERRQ(ierr);
5054     }
5055     if (!pcbddc->ksp_R) { /* create object if not present */
5056       ierr = KSPCreate(PETSC_COMM_SELF,&pcbddc->ksp_R);CHKERRQ(ierr);
5057       ierr = PetscObjectIncrementTabLevel((PetscObject)pcbddc->ksp_R,(PetscObject)pc,1);CHKERRQ(ierr);
5058       /* default */
5059       ierr = KSPSetType(pcbddc->ksp_R,KSPPREONLY);CHKERRQ(ierr);
5060       ierr = KSPSetOptionsPrefix(pcbddc->ksp_R,neu_prefix);CHKERRQ(ierr);
5061       ierr = KSPGetPC(pcbddc->ksp_R,&pc_temp);CHKERRQ(ierr);
5062       ierr = PetscObjectTypeCompare((PetscObject)A_RR,MATSEQSBAIJ,&issbaij);CHKERRQ(ierr);
5063       if (issbaij) {
5064         ierr = PCSetType(pc_temp,PCCHOLESKY);CHKERRQ(ierr);
5065       } else {
5066         ierr = PCSetType(pc_temp,PCLU);CHKERRQ(ierr);
5067       }
5068       /* Allow user's customization */
5069       ierr = KSPSetFromOptions(pcbddc->ksp_R);CHKERRQ(ierr);
5070     }
5071     /* umfpack interface has a bug when matrix dimension is zero. TODO solve from umfpack interface */
5072     if (!n_R) {
5073       ierr = KSPGetPC(pcbddc->ksp_R,&pc_temp);CHKERRQ(ierr);
5074       ierr = PCSetType(pc_temp,PCNONE);CHKERRQ(ierr);
5075     }
5076     ierr = KSPSetOperators(pcbddc->ksp_R,A_RR,A_RR);CHKERRQ(ierr);
5077     /* Reuse solver if it is present */
5078     if (reuse_neumann_solver) {
5079       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5080 
5081       ierr = KSPSetPC(pcbddc->ksp_R,reuse_solver->correction_solver);CHKERRQ(ierr);
5082     }
5083     /* Set Up KSP for Neumann problem of BDDC */
5084     ierr = KSPSetUp(pcbddc->ksp_R);CHKERRQ(ierr);
5085   }
5086 
5087   if (pcbddc->dbg_flag) {
5088     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5089     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
5090     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
5091   }
5092 
5093   /* adapt Dirichlet and Neumann solvers if a nullspace correction has been requested */
5094   check_corr = PETSC_FALSE;
5095   if (pcbddc->NullSpace_corr[0]) {
5096     ierr = PCBDDCSetUseExactDirichlet(pc,PETSC_FALSE);CHKERRQ(ierr);
5097   }
5098   if (dirichlet && pcbddc->NullSpace_corr[0] && !pcbddc->switch_static) {
5099     check_corr = PETSC_TRUE;
5100     ierr = PCBDDCNullSpaceAssembleCorrection(pc,PETSC_TRUE,pcbddc->NullSpace_corr[1]);CHKERRQ(ierr);
5101   }
5102   if (neumann && pcbddc->NullSpace_corr[2]) {
5103     check_corr = PETSC_TRUE;
5104     ierr = PCBDDCNullSpaceAssembleCorrection(pc,PETSC_FALSE,pcbddc->NullSpace_corr[3]);CHKERRQ(ierr);
5105   }
5106   /* check Dirichlet and Neumann solvers */
5107   if (pcbddc->dbg_flag) {
5108     if (dirichlet) { /* Dirichlet */
5109       ierr = VecSetRandom(pcis->vec1_D,NULL);CHKERRQ(ierr);
5110       ierr = MatMult(pcis->A_II,pcis->vec1_D,pcis->vec2_D);CHKERRQ(ierr);
5111       ierr = KSPSolve(pcbddc->ksp_D,pcis->vec2_D,pcis->vec2_D);CHKERRQ(ierr);
5112       ierr = VecAXPY(pcis->vec1_D,m_one,pcis->vec2_D);CHKERRQ(ierr);
5113       ierr = VecNorm(pcis->vec1_D,NORM_INFINITY,&value);CHKERRQ(ierr);
5114       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);
5115       if (check_corr) {
5116         ierr = PCBDDCNullSpaceCheckCorrection(pc,PETSC_TRUE);CHKERRQ(ierr);
5117       }
5118       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5119     }
5120     if (neumann) { /* Neumann */
5121       ierr = VecSetRandom(pcbddc->vec1_R,NULL);CHKERRQ(ierr);
5122       ierr = MatMult(A_RR,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
5123       ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec2_R,pcbddc->vec2_R);CHKERRQ(ierr);
5124       ierr = VecAXPY(pcbddc->vec1_R,m_one,pcbddc->vec2_R);CHKERRQ(ierr);
5125       ierr = VecNorm(pcbddc->vec1_R,NORM_INFINITY,&value);CHKERRQ(ierr);
5126       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);
5127       if (check_corr) {
5128         ierr = PCBDDCNullSpaceCheckCorrection(pc,PETSC_FALSE);CHKERRQ(ierr);
5129       }
5130       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5131     }
5132   }
5133   /* free Neumann problem's matrix */
5134   ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5135   PetscFunctionReturn(0);
5136 }
5137 
5138 static PetscErrorCode  PCBDDCSolveSubstructureCorrection(PC pc, Vec inout_B, Vec inout_D, PetscBool applytranspose)
5139 {
5140   PetscErrorCode  ierr;
5141   PC_BDDC*        pcbddc = (PC_BDDC*)(pc->data);
5142   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
5143   PetscBool       reuse_solver = sub_schurs ? ( sub_schurs->reuse_solver ? PETSC_TRUE : PETSC_FALSE ) : PETSC_FALSE;
5144 
5145   PetscFunctionBegin;
5146   if (!reuse_solver) {
5147     ierr = VecSet(pcbddc->vec1_R,0.);CHKERRQ(ierr);
5148   }
5149   if (!pcbddc->switch_static) {
5150     if (applytranspose && pcbddc->local_auxmat1) {
5151       ierr = MatMultTranspose(pcbddc->local_auxmat2,inout_B,pcbddc->vec1_C);CHKERRQ(ierr);
5152       ierr = MatMultTransposeAdd(pcbddc->local_auxmat1,pcbddc->vec1_C,inout_B,inout_B);CHKERRQ(ierr);
5153     }
5154     if (!reuse_solver) {
5155       ierr = VecScatterBegin(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5156       ierr = VecScatterEnd(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5157     } else {
5158       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5159 
5160       ierr = VecScatterBegin(reuse_solver->correction_scatter_B,inout_B,reuse_solver->rhs_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5161       ierr = VecScatterEnd(reuse_solver->correction_scatter_B,inout_B,reuse_solver->rhs_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5162     }
5163   } else {
5164     ierr = VecScatterBegin(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5165     ierr = VecScatterEnd(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5166     ierr = VecScatterBegin(pcbddc->R_to_D,inout_D,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5167     ierr = VecScatterEnd(pcbddc->R_to_D,inout_D,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5168     if (applytranspose && pcbddc->local_auxmat1) {
5169       ierr = MatMultTranspose(pcbddc->local_auxmat2,pcbddc->vec1_R,pcbddc->vec1_C);CHKERRQ(ierr);
5170       ierr = MatMultTransposeAdd(pcbddc->local_auxmat1,pcbddc->vec1_C,inout_B,inout_B);CHKERRQ(ierr);
5171       ierr = VecScatterBegin(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5172       ierr = VecScatterEnd(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5173     }
5174   }
5175   if (!reuse_solver || pcbddc->switch_static) {
5176     if (applytranspose) {
5177       ierr = KSPSolveTranspose(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec1_R);CHKERRQ(ierr);
5178     } else {
5179       ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec1_R);CHKERRQ(ierr);
5180     }
5181   } else {
5182     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5183 
5184     if (applytranspose) {
5185       ierr = MatFactorSolveSchurComplementTranspose(reuse_solver->F,reuse_solver->rhs_B,reuse_solver->sol_B);CHKERRQ(ierr);
5186     } else {
5187       ierr = MatFactorSolveSchurComplement(reuse_solver->F,reuse_solver->rhs_B,reuse_solver->sol_B);CHKERRQ(ierr);
5188     }
5189   }
5190   ierr = VecSet(inout_B,0.);CHKERRQ(ierr);
5191   if (!pcbddc->switch_static) {
5192     if (!reuse_solver) {
5193       ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5194       ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5195     } else {
5196       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5197 
5198       ierr = VecScatterBegin(reuse_solver->correction_scatter_B,reuse_solver->sol_B,inout_B,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5199       ierr = VecScatterEnd(reuse_solver->correction_scatter_B,reuse_solver->sol_B,inout_B,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5200     }
5201     if (!applytranspose && pcbddc->local_auxmat1) {
5202       ierr = MatMult(pcbddc->local_auxmat1,inout_B,pcbddc->vec1_C);CHKERRQ(ierr);
5203       ierr = MatMultAdd(pcbddc->local_auxmat2,pcbddc->vec1_C,inout_B,inout_B);CHKERRQ(ierr);
5204     }
5205   } else {
5206     ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5207     ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5208     ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5209     ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5210     if (!applytranspose && pcbddc->local_auxmat1) {
5211       ierr = MatMult(pcbddc->local_auxmat1,inout_B,pcbddc->vec1_C);CHKERRQ(ierr);
5212       ierr = MatMultAdd(pcbddc->local_auxmat2,pcbddc->vec1_C,pcbddc->vec1_R,pcbddc->vec1_R);CHKERRQ(ierr);
5213     }
5214     ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5215     ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5216     ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5217     ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5218   }
5219   PetscFunctionReturn(0);
5220 }
5221 
5222 /* parameter apply transpose determines if the interface preconditioner should be applied transposed or not */
5223 PetscErrorCode  PCBDDCApplyInterfacePreconditioner(PC pc, PetscBool applytranspose)
5224 {
5225   PetscErrorCode ierr;
5226   PC_BDDC*        pcbddc = (PC_BDDC*)(pc->data);
5227   PC_IS*            pcis = (PC_IS*)  (pc->data);
5228   const PetscScalar zero = 0.0;
5229 
5230   PetscFunctionBegin;
5231   /* Application of PSI^T or PHI^T (depending on applytranspose, see comment above) */
5232   if (!pcbddc->benign_apply_coarse_only) {
5233     if (applytranspose) {
5234       ierr = MatMultTranspose(pcbddc->coarse_phi_B,pcis->vec1_B,pcbddc->vec1_P);CHKERRQ(ierr);
5235       if (pcbddc->switch_static) { ierr = MatMultTransposeAdd(pcbddc->coarse_phi_D,pcis->vec1_D,pcbddc->vec1_P,pcbddc->vec1_P);CHKERRQ(ierr); }
5236     } else {
5237       ierr = MatMultTranspose(pcbddc->coarse_psi_B,pcis->vec1_B,pcbddc->vec1_P);CHKERRQ(ierr);
5238       if (pcbddc->switch_static) { ierr = MatMultTransposeAdd(pcbddc->coarse_psi_D,pcis->vec1_D,pcbddc->vec1_P,pcbddc->vec1_P);CHKERRQ(ierr); }
5239     }
5240   } else {
5241     ierr = VecSet(pcbddc->vec1_P,zero);CHKERRQ(ierr);
5242   }
5243 
5244   /* add p0 to the last value of vec1_P holding the coarse dof relative to p0 */
5245   if (pcbddc->benign_n) {
5246     PetscScalar *array;
5247     PetscInt    j;
5248 
5249     ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5250     for (j=0;j<pcbddc->benign_n;j++) array[pcbddc->local_primal_size-pcbddc->benign_n+j] += pcbddc->benign_p0[j];
5251     ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5252   }
5253 
5254   /* start communications from local primal nodes to rhs of coarse solver */
5255   ierr = VecSet(pcbddc->coarse_vec,zero);CHKERRQ(ierr);
5256   ierr = PCBDDCScatterCoarseDataBegin(pc,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5257   ierr = PCBDDCScatterCoarseDataEnd(pc,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5258 
5259   /* Coarse solution -> rhs and sol updated inside PCBDDCScattarCoarseDataBegin/End */
5260   if (pcbddc->coarse_ksp) {
5261     Mat          coarse_mat;
5262     Vec          rhs,sol;
5263     MatNullSpace nullsp;
5264     PetscBool    isbddc = PETSC_FALSE;
5265 
5266     if (pcbddc->benign_have_null) {
5267       PC        coarse_pc;
5268 
5269       ierr = KSPGetPC(pcbddc->coarse_ksp,&coarse_pc);CHKERRQ(ierr);
5270       ierr = PetscObjectTypeCompare((PetscObject)coarse_pc,PCBDDC,&isbddc);CHKERRQ(ierr);
5271       /* we need to propagate to coarser levels the need for a possible benign correction */
5272       if (isbddc && pcbddc->benign_apply_coarse_only && !pcbddc->benign_skip_correction) {
5273         PC_BDDC* coarsepcbddc = (PC_BDDC*)(coarse_pc->data);
5274         coarsepcbddc->benign_skip_correction = PETSC_FALSE;
5275         coarsepcbddc->benign_apply_coarse_only = PETSC_TRUE;
5276       }
5277     }
5278     ierr = KSPGetRhs(pcbddc->coarse_ksp,&rhs);CHKERRQ(ierr);
5279     ierr = KSPGetSolution(pcbddc->coarse_ksp,&sol);CHKERRQ(ierr);
5280     ierr = KSPGetOperators(pcbddc->coarse_ksp,&coarse_mat,NULL);CHKERRQ(ierr);
5281     ierr = MatGetNullSpace(coarse_mat,&nullsp);CHKERRQ(ierr);
5282     if (nullsp) {
5283       ierr = MatNullSpaceRemove(nullsp,rhs);CHKERRQ(ierr);
5284     }
5285     if (applytranspose) {
5286       if (pcbddc->benign_apply_coarse_only) SETERRQ(PetscObjectComm((PetscObject)pcbddc->coarse_ksp),PETSC_ERR_SUP,"Not yet implemented");
5287       ierr = KSPSolveTranspose(pcbddc->coarse_ksp,rhs,sol);CHKERRQ(ierr);
5288     } else {
5289       if (pcbddc->benign_apply_coarse_only && isbddc) { /* need just to apply the coarse preconditioner during presolve */
5290         PC        coarse_pc;
5291 
5292         ierr = KSPGetPC(pcbddc->coarse_ksp,&coarse_pc);CHKERRQ(ierr);
5293         ierr = PCPreSolve(coarse_pc,pcbddc->coarse_ksp);CHKERRQ(ierr);
5294         ierr = PCBDDCBenignRemoveInterior(coarse_pc,rhs,sol);CHKERRQ(ierr);
5295         ierr = PCPostSolve(coarse_pc,pcbddc->coarse_ksp);CHKERRQ(ierr);
5296       } else {
5297         ierr = KSPSolve(pcbddc->coarse_ksp,rhs,sol);CHKERRQ(ierr);
5298       }
5299     }
5300     /* we don't need the benign correction at coarser levels anymore */
5301     if (pcbddc->benign_have_null && isbddc) {
5302       PC        coarse_pc;
5303       PC_BDDC*  coarsepcbddc;
5304 
5305       ierr = KSPGetPC(pcbddc->coarse_ksp,&coarse_pc);CHKERRQ(ierr);
5306       coarsepcbddc = (PC_BDDC*)(coarse_pc->data);
5307       coarsepcbddc->benign_skip_correction = PETSC_TRUE;
5308       coarsepcbddc->benign_apply_coarse_only = PETSC_FALSE;
5309     }
5310     if (nullsp) {
5311       ierr = MatNullSpaceRemove(nullsp,sol);CHKERRQ(ierr);
5312     }
5313   }
5314 
5315   /* Local solution on R nodes */
5316   if (pcis->n && !pcbddc->benign_apply_coarse_only) {
5317     ierr = PCBDDCSolveSubstructureCorrection(pc,pcis->vec1_B,pcis->vec1_D,applytranspose);CHKERRQ(ierr);
5318   }
5319   /* communications from coarse sol to local primal nodes */
5320   ierr = PCBDDCScatterCoarseDataBegin(pc,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5321   ierr = PCBDDCScatterCoarseDataEnd(pc,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5322 
5323   /* Sum contributions from the two levels */
5324   if (!pcbddc->benign_apply_coarse_only) {
5325     if (applytranspose) {
5326       ierr = MatMultAdd(pcbddc->coarse_psi_B,pcbddc->vec1_P,pcis->vec1_B,pcis->vec1_B);CHKERRQ(ierr);
5327       if (pcbddc->switch_static) { ierr = MatMultAdd(pcbddc->coarse_psi_D,pcbddc->vec1_P,pcis->vec1_D,pcis->vec1_D);CHKERRQ(ierr); }
5328     } else {
5329       ierr = MatMultAdd(pcbddc->coarse_phi_B,pcbddc->vec1_P,pcis->vec1_B,pcis->vec1_B);CHKERRQ(ierr);
5330       if (pcbddc->switch_static) { ierr = MatMultAdd(pcbddc->coarse_phi_D,pcbddc->vec1_P,pcis->vec1_D,pcis->vec1_D);CHKERRQ(ierr); }
5331     }
5332     /* store p0 */
5333     if (pcbddc->benign_n) {
5334       PetscScalar *array;
5335       PetscInt    j;
5336 
5337       ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5338       for (j=0;j<pcbddc->benign_n;j++) pcbddc->benign_p0[j] = array[pcbddc->local_primal_size-pcbddc->benign_n+j];
5339       ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5340     }
5341   } else { /* expand the coarse solution */
5342     if (applytranspose) {
5343       ierr = MatMult(pcbddc->coarse_psi_B,pcbddc->vec1_P,pcis->vec1_B);CHKERRQ(ierr);
5344     } else {
5345       ierr = MatMult(pcbddc->coarse_phi_B,pcbddc->vec1_P,pcis->vec1_B);CHKERRQ(ierr);
5346     }
5347   }
5348   PetscFunctionReturn(0);
5349 }
5350 
5351 PetscErrorCode PCBDDCScatterCoarseDataBegin(PC pc,InsertMode imode, ScatterMode smode)
5352 {
5353   PetscErrorCode ierr;
5354   PC_BDDC*       pcbddc = (PC_BDDC*)(pc->data);
5355   PetscScalar    *array;
5356   Vec            from,to;
5357 
5358   PetscFunctionBegin;
5359   if (smode == SCATTER_REVERSE) { /* from global to local -> get data from coarse solution */
5360     from = pcbddc->coarse_vec;
5361     to = pcbddc->vec1_P;
5362     if (pcbddc->coarse_ksp) { /* get array from coarse processes */
5363       Vec tvec;
5364 
5365       ierr = KSPGetRhs(pcbddc->coarse_ksp,&tvec);CHKERRQ(ierr);
5366       ierr = VecResetArray(tvec);CHKERRQ(ierr);
5367       ierr = KSPGetSolution(pcbddc->coarse_ksp,&tvec);CHKERRQ(ierr);
5368       ierr = VecGetArray(tvec,&array);CHKERRQ(ierr);
5369       ierr = VecPlaceArray(from,array);CHKERRQ(ierr);
5370       ierr = VecRestoreArray(tvec,&array);CHKERRQ(ierr);
5371     }
5372   } else { /* from local to global -> put data in coarse right hand side */
5373     from = pcbddc->vec1_P;
5374     to = pcbddc->coarse_vec;
5375   }
5376   ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,from,to,imode,smode);CHKERRQ(ierr);
5377   PetscFunctionReturn(0);
5378 }
5379 
5380 PetscErrorCode PCBDDCScatterCoarseDataEnd(PC pc, InsertMode imode, ScatterMode smode)
5381 {
5382   PetscErrorCode ierr;
5383   PC_BDDC*       pcbddc = (PC_BDDC*)(pc->data);
5384   PetscScalar    *array;
5385   Vec            from,to;
5386 
5387   PetscFunctionBegin;
5388   if (smode == SCATTER_REVERSE) { /* from global to local -> get data from coarse solution */
5389     from = pcbddc->coarse_vec;
5390     to = pcbddc->vec1_P;
5391   } else { /* from local to global -> put data in coarse right hand side */
5392     from = pcbddc->vec1_P;
5393     to = pcbddc->coarse_vec;
5394   }
5395   ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,from,to,imode,smode);CHKERRQ(ierr);
5396   if (smode == SCATTER_FORWARD) {
5397     if (pcbddc->coarse_ksp) { /* get array from coarse processes */
5398       Vec tvec;
5399 
5400       ierr = KSPGetRhs(pcbddc->coarse_ksp,&tvec);CHKERRQ(ierr);
5401       ierr = VecGetArray(to,&array);CHKERRQ(ierr);
5402       ierr = VecPlaceArray(tvec,array);CHKERRQ(ierr);
5403       ierr = VecRestoreArray(to,&array);CHKERRQ(ierr);
5404     }
5405   } else {
5406     if (pcbddc->coarse_ksp) { /* restore array of pcbddc->coarse_vec */
5407      ierr = VecResetArray(from);CHKERRQ(ierr);
5408     }
5409   }
5410   PetscFunctionReturn(0);
5411 }
5412 
5413 /* uncomment for testing purposes */
5414 /* #define PETSC_MISSING_LAPACK_GESVD 1 */
5415 PetscErrorCode PCBDDCConstraintsSetUp(PC pc)
5416 {
5417   PetscErrorCode    ierr;
5418   PC_IS*            pcis = (PC_IS*)(pc->data);
5419   PC_BDDC*          pcbddc = (PC_BDDC*)pc->data;
5420   Mat_IS*           matis = (Mat_IS*)pc->pmat->data;
5421   /* one and zero */
5422   PetscScalar       one=1.0,zero=0.0;
5423   /* space to store constraints and their local indices */
5424   PetscScalar       *constraints_data;
5425   PetscInt          *constraints_idxs,*constraints_idxs_B;
5426   PetscInt          *constraints_idxs_ptr,*constraints_data_ptr;
5427   PetscInt          *constraints_n;
5428   /* iterators */
5429   PetscInt          i,j,k,total_counts,total_counts_cc,cum;
5430   /* BLAS integers */
5431   PetscBLASInt      lwork,lierr;
5432   PetscBLASInt      Blas_N,Blas_M,Blas_K,Blas_one=1;
5433   PetscBLASInt      Blas_LDA,Blas_LDB,Blas_LDC;
5434   /* reuse */
5435   PetscInt          olocal_primal_size,olocal_primal_size_cc;
5436   PetscInt          *olocal_primal_ref_node,*olocal_primal_ref_mult;
5437   /* change of basis */
5438   PetscBool         qr_needed;
5439   PetscBT           change_basis,qr_needed_idx;
5440   /* auxiliary stuff */
5441   PetscInt          *nnz,*is_indices;
5442   PetscInt          ncc;
5443   /* some quantities */
5444   PetscInt          n_vertices,total_primal_vertices,valid_constraints;
5445   PetscInt          size_of_constraint,max_size_of_constraint=0,max_constraints,temp_constraints;
5446 
5447   PetscFunctionBegin;
5448   /* Destroy Mat objects computed previously */
5449   ierr = MatDestroy(&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
5450   ierr = MatDestroy(&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
5451   ierr = MatDestroy(&pcbddc->switch_static_change);CHKERRQ(ierr);
5452   /* save info on constraints from previous setup (if any) */
5453   olocal_primal_size = pcbddc->local_primal_size;
5454   olocal_primal_size_cc = pcbddc->local_primal_size_cc;
5455   ierr = PetscMalloc2(olocal_primal_size_cc,&olocal_primal_ref_node,olocal_primal_size_cc,&olocal_primal_ref_mult);CHKERRQ(ierr);
5456   ierr = PetscMemcpy(olocal_primal_ref_node,pcbddc->local_primal_ref_node,olocal_primal_size_cc*sizeof(PetscInt));CHKERRQ(ierr);
5457   ierr = PetscMemcpy(olocal_primal_ref_mult,pcbddc->local_primal_ref_mult,olocal_primal_size_cc*sizeof(PetscInt));CHKERRQ(ierr);
5458   ierr = PetscFree2(pcbddc->local_primal_ref_node,pcbddc->local_primal_ref_mult);CHKERRQ(ierr);
5459   ierr = PetscFree(pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
5460 
5461   if (!pcbddc->adaptive_selection) {
5462     IS           ISForVertices,*ISForFaces,*ISForEdges;
5463     MatNullSpace nearnullsp;
5464     const Vec    *nearnullvecs;
5465     Vec          *localnearnullsp;
5466     PetscScalar  *array;
5467     PetscInt     n_ISForFaces,n_ISForEdges,nnsp_size;
5468     PetscBool    nnsp_has_cnst;
5469     /* LAPACK working arrays for SVD or POD */
5470     PetscBool    skip_lapack,boolforchange;
5471     PetscScalar  *work;
5472     PetscReal    *singular_vals;
5473 #if defined(PETSC_USE_COMPLEX)
5474     PetscReal    *rwork;
5475 #endif
5476 #if defined(PETSC_MISSING_LAPACK_GESVD)
5477     PetscScalar  *temp_basis,*correlation_mat;
5478 #else
5479     PetscBLASInt dummy_int=1;
5480     PetscScalar  dummy_scalar=1.;
5481 #endif
5482 
5483     /* Get index sets for faces, edges and vertices from graph */
5484     ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,&n_ISForFaces,&ISForFaces,&n_ISForEdges,&ISForEdges,&ISForVertices);CHKERRQ(ierr);
5485     /* print some info */
5486     if (pcbddc->dbg_flag && (!pcbddc->sub_schurs || pcbddc->sub_schurs_rebuild)) {
5487       PetscInt nv;
5488 
5489       ierr = PCBDDCGraphASCIIView(pcbddc->mat_graph,pcbddc->dbg_flag,pcbddc->dbg_viewer);CHKERRQ(ierr);
5490       ierr = ISGetSize(ISForVertices,&nv);CHKERRQ(ierr);
5491       ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
5492       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"--------------------------------------------------------------\n");CHKERRQ(ierr);
5493       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate vertices (%d)\n",PetscGlobalRank,nv,pcbddc->use_vertices);CHKERRQ(ierr);
5494       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate edges    (%d)\n",PetscGlobalRank,n_ISForEdges,pcbddc->use_edges);CHKERRQ(ierr);
5495       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate faces    (%d)\n",PetscGlobalRank,n_ISForFaces,pcbddc->use_faces);CHKERRQ(ierr);
5496       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5497       ierr = PetscViewerASCIIPopSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
5498     }
5499 
5500     /* free unneeded index sets */
5501     if (!pcbddc->use_vertices) {
5502       ierr = ISDestroy(&ISForVertices);CHKERRQ(ierr);
5503     }
5504     if (!pcbddc->use_edges) {
5505       for (i=0;i<n_ISForEdges;i++) {
5506         ierr = ISDestroy(&ISForEdges[i]);CHKERRQ(ierr);
5507       }
5508       ierr = PetscFree(ISForEdges);CHKERRQ(ierr);
5509       n_ISForEdges = 0;
5510     }
5511     if (!pcbddc->use_faces) {
5512       for (i=0;i<n_ISForFaces;i++) {
5513         ierr = ISDestroy(&ISForFaces[i]);CHKERRQ(ierr);
5514       }
5515       ierr = PetscFree(ISForFaces);CHKERRQ(ierr);
5516       n_ISForFaces = 0;
5517     }
5518 
5519     /* check if near null space is attached to global mat */
5520     ierr = MatGetNearNullSpace(pc->pmat,&nearnullsp);CHKERRQ(ierr);
5521     if (nearnullsp) {
5522       ierr = MatNullSpaceGetVecs(nearnullsp,&nnsp_has_cnst,&nnsp_size,&nearnullvecs);CHKERRQ(ierr);
5523       /* remove any stored info */
5524       ierr = MatNullSpaceDestroy(&pcbddc->onearnullspace);CHKERRQ(ierr);
5525       ierr = PetscFree(pcbddc->onearnullvecs_state);CHKERRQ(ierr);
5526       /* store information for BDDC solver reuse */
5527       ierr = PetscObjectReference((PetscObject)nearnullsp);CHKERRQ(ierr);
5528       pcbddc->onearnullspace = nearnullsp;
5529       ierr = PetscMalloc1(nnsp_size,&pcbddc->onearnullvecs_state);CHKERRQ(ierr);
5530       for (i=0;i<nnsp_size;i++) {
5531         ierr = PetscObjectStateGet((PetscObject)nearnullvecs[i],&pcbddc->onearnullvecs_state[i]);CHKERRQ(ierr);
5532       }
5533     } else { /* if near null space is not provided BDDC uses constants by default */
5534       nnsp_size = 0;
5535       nnsp_has_cnst = PETSC_TRUE;
5536     }
5537     /* get max number of constraints on a single cc */
5538     max_constraints = nnsp_size;
5539     if (nnsp_has_cnst) max_constraints++;
5540 
5541     /*
5542          Evaluate maximum storage size needed by the procedure
5543          - Indices for connected component i stored at "constraints_idxs + constraints_idxs_ptr[i]"
5544          - Values for constraints on connected component i stored at "constraints_data + constraints_data_ptr[i]"
5545          There can be multiple constraints per connected component
5546                                                                                                                                                            */
5547     n_vertices = 0;
5548     if (ISForVertices) {
5549       ierr = ISGetSize(ISForVertices,&n_vertices);CHKERRQ(ierr);
5550     }
5551     ncc = n_vertices+n_ISForFaces+n_ISForEdges;
5552     ierr = PetscMalloc3(ncc+1,&constraints_idxs_ptr,ncc+1,&constraints_data_ptr,ncc,&constraints_n);CHKERRQ(ierr);
5553 
5554     total_counts = n_ISForFaces+n_ISForEdges;
5555     total_counts *= max_constraints;
5556     total_counts += n_vertices;
5557     ierr = PetscBTCreate(total_counts,&change_basis);CHKERRQ(ierr);
5558 
5559     total_counts = 0;
5560     max_size_of_constraint = 0;
5561     for (i=0;i<n_ISForEdges+n_ISForFaces;i++) {
5562       IS used_is;
5563       if (i<n_ISForEdges) {
5564         used_is = ISForEdges[i];
5565       } else {
5566         used_is = ISForFaces[i-n_ISForEdges];
5567       }
5568       ierr = ISGetSize(used_is,&j);CHKERRQ(ierr);
5569       total_counts += j;
5570       max_size_of_constraint = PetscMax(j,max_size_of_constraint);
5571     }
5572     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);
5573 
5574     /* get local part of global near null space vectors */
5575     ierr = PetscMalloc1(nnsp_size,&localnearnullsp);CHKERRQ(ierr);
5576     for (k=0;k<nnsp_size;k++) {
5577       ierr = VecDuplicate(pcis->vec1_N,&localnearnullsp[k]);CHKERRQ(ierr);
5578       ierr = VecScatterBegin(matis->rctx,nearnullvecs[k],localnearnullsp[k],INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5579       ierr = VecScatterEnd(matis->rctx,nearnullvecs[k],localnearnullsp[k],INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5580     }
5581 
5582     /* whether or not to skip lapack calls */
5583     skip_lapack = PETSC_TRUE;
5584     if (n_ISForFaces+n_ISForEdges && max_constraints > 1 && !pcbddc->use_nnsp_true) skip_lapack = PETSC_FALSE;
5585 
5586     /* First we issue queries to allocate optimal workspace for LAPACKgesvd (or LAPACKsyev if SVD is missing) */
5587     if (!skip_lapack) {
5588       PetscScalar temp_work;
5589 
5590 #if defined(PETSC_MISSING_LAPACK_GESVD)
5591       /* Proper Orthogonal Decomposition (POD) using the snapshot method */
5592       ierr = PetscMalloc1(max_constraints*max_constraints,&correlation_mat);CHKERRQ(ierr);
5593       ierr = PetscMalloc1(max_constraints,&singular_vals);CHKERRQ(ierr);
5594       ierr = PetscMalloc1(max_size_of_constraint*max_constraints,&temp_basis);CHKERRQ(ierr);
5595 #if defined(PETSC_USE_COMPLEX)
5596       ierr = PetscMalloc1(3*max_constraints,&rwork);CHKERRQ(ierr);
5597 #endif
5598       /* now we evaluate the optimal workspace using query with lwork=-1 */
5599       ierr = PetscBLASIntCast(max_constraints,&Blas_N);CHKERRQ(ierr);
5600       ierr = PetscBLASIntCast(max_constraints,&Blas_LDA);CHKERRQ(ierr);
5601       lwork = -1;
5602       ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5603 #if !defined(PETSC_USE_COMPLEX)
5604       PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,&temp_work,&lwork,&lierr));
5605 #else
5606       PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,&temp_work,&lwork,rwork,&lierr));
5607 #endif
5608       ierr = PetscFPTrapPop();CHKERRQ(ierr);
5609       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to SYEV Lapack routine %d",(int)lierr);
5610 #else /* on missing GESVD */
5611       /* SVD */
5612       PetscInt max_n,min_n;
5613       max_n = max_size_of_constraint;
5614       min_n = max_constraints;
5615       if (max_size_of_constraint < max_constraints) {
5616         min_n = max_size_of_constraint;
5617         max_n = max_constraints;
5618       }
5619       ierr = PetscMalloc1(min_n,&singular_vals);CHKERRQ(ierr);
5620 #if defined(PETSC_USE_COMPLEX)
5621       ierr = PetscMalloc1(5*min_n,&rwork);CHKERRQ(ierr);
5622 #endif
5623       /* now we evaluate the optimal workspace using query with lwork=-1 */
5624       lwork = -1;
5625       ierr = PetscBLASIntCast(max_n,&Blas_M);CHKERRQ(ierr);
5626       ierr = PetscBLASIntCast(min_n,&Blas_N);CHKERRQ(ierr);
5627       ierr = PetscBLASIntCast(max_n,&Blas_LDA);CHKERRQ(ierr);
5628       ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5629 #if !defined(PETSC_USE_COMPLEX)
5630       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));
5631 #else
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,rwork,&lierr));
5633 #endif
5634       ierr = PetscFPTrapPop();CHKERRQ(ierr);
5635       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to GESVD Lapack routine %d",(int)lierr);
5636 #endif /* on missing GESVD */
5637       /* Allocate optimal workspace */
5638       ierr = PetscBLASIntCast((PetscInt)PetscRealPart(temp_work),&lwork);CHKERRQ(ierr);
5639       ierr = PetscMalloc1(lwork,&work);CHKERRQ(ierr);
5640     }
5641     /* Now we can loop on constraining sets */
5642     total_counts = 0;
5643     constraints_idxs_ptr[0] = 0;
5644     constraints_data_ptr[0] = 0;
5645     /* vertices */
5646     if (n_vertices) {
5647       ierr = ISGetIndices(ISForVertices,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5648       ierr = PetscMemcpy(constraints_idxs,is_indices,n_vertices*sizeof(PetscInt));CHKERRQ(ierr);
5649       for (i=0;i<n_vertices;i++) {
5650         constraints_n[total_counts] = 1;
5651         constraints_data[total_counts] = 1.0;
5652         constraints_idxs_ptr[total_counts+1] = constraints_idxs_ptr[total_counts]+1;
5653         constraints_data_ptr[total_counts+1] = constraints_data_ptr[total_counts]+1;
5654         total_counts++;
5655       }
5656       ierr = ISRestoreIndices(ISForVertices,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5657       n_vertices = total_counts;
5658     }
5659 
5660     /* edges and faces */
5661     total_counts_cc = total_counts;
5662     for (ncc=0;ncc<n_ISForEdges+n_ISForFaces;ncc++) {
5663       IS        used_is;
5664       PetscBool idxs_copied = PETSC_FALSE;
5665 
5666       if (ncc<n_ISForEdges) {
5667         used_is = ISForEdges[ncc];
5668         boolforchange = pcbddc->use_change_of_basis; /* change or not the basis on the edge */
5669       } else {
5670         used_is = ISForFaces[ncc-n_ISForEdges];
5671         boolforchange = (PetscBool)(pcbddc->use_change_of_basis && pcbddc->use_change_on_faces); /* change or not the basis on the face */
5672       }
5673       temp_constraints = 0;          /* zero the number of constraints I have on this conn comp */
5674 
5675       ierr = ISGetSize(used_is,&size_of_constraint);CHKERRQ(ierr);
5676       ierr = ISGetIndices(used_is,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5677       /* change of basis should not be performed on local periodic nodes */
5678       if (pcbddc->mat_graph->mirrors && pcbddc->mat_graph->mirrors[is_indices[0]]) boolforchange = PETSC_FALSE;
5679       if (nnsp_has_cnst) {
5680         PetscScalar quad_value;
5681 
5682         ierr = PetscMemcpy(constraints_idxs + constraints_idxs_ptr[total_counts_cc],is_indices,size_of_constraint*sizeof(PetscInt));CHKERRQ(ierr);
5683         idxs_copied = PETSC_TRUE;
5684 
5685         if (!pcbddc->use_nnsp_true) {
5686           quad_value = (PetscScalar)(1.0/PetscSqrtReal((PetscReal)size_of_constraint));
5687         } else {
5688           quad_value = 1.0;
5689         }
5690         for (j=0;j<size_of_constraint;j++) {
5691           constraints_data[constraints_data_ptr[total_counts_cc]+j] = quad_value;
5692         }
5693         temp_constraints++;
5694         total_counts++;
5695       }
5696       for (k=0;k<nnsp_size;k++) {
5697         PetscReal real_value;
5698         PetscScalar *ptr_to_data;
5699 
5700         ierr = VecGetArrayRead(localnearnullsp[k],(const PetscScalar**)&array);CHKERRQ(ierr);
5701         ptr_to_data = &constraints_data[constraints_data_ptr[total_counts_cc]+temp_constraints*size_of_constraint];
5702         for (j=0;j<size_of_constraint;j++) {
5703           ptr_to_data[j] = array[is_indices[j]];
5704         }
5705         ierr = VecRestoreArrayRead(localnearnullsp[k],(const PetscScalar**)&array);CHKERRQ(ierr);
5706         /* check if array is null on the connected component */
5707         ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
5708         PetscStackCallBLAS("BLASasum",real_value = BLASasum_(&Blas_N,ptr_to_data,&Blas_one));
5709         if (real_value > 0.0) { /* keep indices and values */
5710           temp_constraints++;
5711           total_counts++;
5712           if (!idxs_copied) {
5713             ierr = PetscMemcpy(constraints_idxs + constraints_idxs_ptr[total_counts_cc],is_indices,size_of_constraint*sizeof(PetscInt));CHKERRQ(ierr);
5714             idxs_copied = PETSC_TRUE;
5715           }
5716         }
5717       }
5718       ierr = ISRestoreIndices(used_is,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5719       valid_constraints = temp_constraints;
5720       if (!pcbddc->use_nnsp_true && temp_constraints) {
5721         if (temp_constraints == 1) { /* just normalize the constraint */
5722           PetscScalar norm,*ptr_to_data;
5723 
5724           ptr_to_data = &constraints_data[constraints_data_ptr[total_counts_cc]];
5725           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
5726           PetscStackCallBLAS("BLASdot",norm = BLASdot_(&Blas_N,ptr_to_data,&Blas_one,ptr_to_data,&Blas_one));
5727           norm = 1.0/PetscSqrtReal(PetscRealPart(norm));
5728           PetscStackCallBLAS("BLASscal",BLASscal_(&Blas_N,&norm,ptr_to_data,&Blas_one));
5729         } else { /* perform SVD */
5730           PetscReal   tol = 1.0e-8; /* tolerance for retaining eigenmodes */
5731           PetscScalar *ptr_to_data = &constraints_data[constraints_data_ptr[total_counts_cc]];
5732 
5733 #if defined(PETSC_MISSING_LAPACK_GESVD)
5734           /* SVD: Y = U*S*V^H                -> U (eigenvectors of Y*Y^H) = Y*V*(S)^\dag
5735              POD: Y^H*Y = V*D*V^H, D = S^H*S -> U = Y*V*D^(-1/2)
5736              -> When PETSC_USE_COMPLEX and PETSC_MISSING_LAPACK_GESVD are defined
5737                 the constraints basis will differ (by a complex factor with absolute value equal to 1)
5738                 from that computed using LAPACKgesvd
5739              -> This is due to a different computation of eigenvectors in LAPACKheev
5740              -> The quality of the POD-computed basis will be the same */
5741           ierr = PetscMemzero(correlation_mat,temp_constraints*temp_constraints*sizeof(PetscScalar));CHKERRQ(ierr);
5742           /* Store upper triangular part of correlation matrix */
5743           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
5744           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5745           for (j=0;j<temp_constraints;j++) {
5746             for (k=0;k<j+1;k++) {
5747               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));
5748             }
5749           }
5750           /* compute eigenvalues and eigenvectors of correlation matrix */
5751           ierr = PetscBLASIntCast(temp_constraints,&Blas_N);CHKERRQ(ierr);
5752           ierr = PetscBLASIntCast(temp_constraints,&Blas_LDA);CHKERRQ(ierr);
5753 #if !defined(PETSC_USE_COMPLEX)
5754           PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,work,&lwork,&lierr));
5755 #else
5756           PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,work,&lwork,rwork,&lierr));
5757 #endif
5758           ierr = PetscFPTrapPop();CHKERRQ(ierr);
5759           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYEV Lapack routine %d",(int)lierr);
5760           /* retain eigenvalues greater than tol: note that LAPACKsyev gives eigs in ascending order */
5761           j = 0;
5762           while (j < temp_constraints && singular_vals[j] < tol) j++;
5763           total_counts = total_counts-j;
5764           valid_constraints = temp_constraints-j;
5765           /* scale and copy POD basis into used quadrature memory */
5766           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
5767           ierr = PetscBLASIntCast(temp_constraints,&Blas_N);CHKERRQ(ierr);
5768           ierr = PetscBLASIntCast(temp_constraints,&Blas_K);CHKERRQ(ierr);
5769           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
5770           ierr = PetscBLASIntCast(temp_constraints,&Blas_LDB);CHKERRQ(ierr);
5771           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDC);CHKERRQ(ierr);
5772           if (j<temp_constraints) {
5773             PetscInt ii;
5774             for (k=j;k<temp_constraints;k++) singular_vals[k] = 1.0/PetscSqrtReal(singular_vals[k]);
5775             ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5776             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));
5777             ierr = PetscFPTrapPop();CHKERRQ(ierr);
5778             for (k=0;k<temp_constraints-j;k++) {
5779               for (ii=0;ii<size_of_constraint;ii++) {
5780                 ptr_to_data[k*size_of_constraint+ii] = singular_vals[temp_constraints-1-k]*temp_basis[(temp_constraints-1-k)*size_of_constraint+ii];
5781               }
5782             }
5783           }
5784 #else  /* on missing GESVD */
5785           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
5786           ierr = PetscBLASIntCast(temp_constraints,&Blas_N);CHKERRQ(ierr);
5787           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
5788           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5789 #if !defined(PETSC_USE_COMPLEX)
5790           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));
5791 #else
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,rwork,&lierr));
5793 #endif
5794           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in GESVD Lapack routine %d",(int)lierr);
5795           ierr = PetscFPTrapPop();CHKERRQ(ierr);
5796           /* retain eigenvalues greater than tol: note that LAPACKgesvd gives eigs in descending order */
5797           k = temp_constraints;
5798           if (k > size_of_constraint) k = size_of_constraint;
5799           j = 0;
5800           while (j < k && singular_vals[k-j-1] < tol) j++;
5801           valid_constraints = k-j;
5802           total_counts = total_counts-temp_constraints+valid_constraints;
5803 #endif /* on missing GESVD */
5804         }
5805       }
5806       /* update pointers information */
5807       if (valid_constraints) {
5808         constraints_n[total_counts_cc] = valid_constraints;
5809         constraints_idxs_ptr[total_counts_cc+1] = constraints_idxs_ptr[total_counts_cc]+size_of_constraint;
5810         constraints_data_ptr[total_counts_cc+1] = constraints_data_ptr[total_counts_cc]+size_of_constraint*valid_constraints;
5811         /* set change_of_basis flag */
5812         if (boolforchange) {
5813           PetscBTSet(change_basis,total_counts_cc);
5814         }
5815         total_counts_cc++;
5816       }
5817     }
5818     /* free workspace */
5819     if (!skip_lapack) {
5820       ierr = PetscFree(work);CHKERRQ(ierr);
5821 #if defined(PETSC_USE_COMPLEX)
5822       ierr = PetscFree(rwork);CHKERRQ(ierr);
5823 #endif
5824       ierr = PetscFree(singular_vals);CHKERRQ(ierr);
5825 #if defined(PETSC_MISSING_LAPACK_GESVD)
5826       ierr = PetscFree(correlation_mat);CHKERRQ(ierr);
5827       ierr = PetscFree(temp_basis);CHKERRQ(ierr);
5828 #endif
5829     }
5830     for (k=0;k<nnsp_size;k++) {
5831       ierr = VecDestroy(&localnearnullsp[k]);CHKERRQ(ierr);
5832     }
5833     ierr = PetscFree(localnearnullsp);CHKERRQ(ierr);
5834     /* free index sets of faces, edges and vertices */
5835     for (i=0;i<n_ISForFaces;i++) {
5836       ierr = ISDestroy(&ISForFaces[i]);CHKERRQ(ierr);
5837     }
5838     if (n_ISForFaces) {
5839       ierr = PetscFree(ISForFaces);CHKERRQ(ierr);
5840     }
5841     for (i=0;i<n_ISForEdges;i++) {
5842       ierr = ISDestroy(&ISForEdges[i]);CHKERRQ(ierr);
5843     }
5844     if (n_ISForEdges) {
5845       ierr = PetscFree(ISForEdges);CHKERRQ(ierr);
5846     }
5847     ierr = ISDestroy(&ISForVertices);CHKERRQ(ierr);
5848   } else {
5849     PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
5850 
5851     total_counts = 0;
5852     n_vertices = 0;
5853     if (sub_schurs->is_vertices && pcbddc->use_vertices) {
5854       ierr = ISGetLocalSize(sub_schurs->is_vertices,&n_vertices);CHKERRQ(ierr);
5855     }
5856     max_constraints = 0;
5857     total_counts_cc = 0;
5858     for (i=0;i<sub_schurs->n_subs+n_vertices;i++) {
5859       total_counts += pcbddc->adaptive_constraints_n[i];
5860       if (pcbddc->adaptive_constraints_n[i]) total_counts_cc++;
5861       max_constraints = PetscMax(max_constraints,pcbddc->adaptive_constraints_n[i]);
5862     }
5863     constraints_idxs_ptr = pcbddc->adaptive_constraints_idxs_ptr;
5864     constraints_data_ptr = pcbddc->adaptive_constraints_data_ptr;
5865     constraints_idxs = pcbddc->adaptive_constraints_idxs;
5866     constraints_data = pcbddc->adaptive_constraints_data;
5867     /* constraints_n differs from pcbddc->adaptive_constraints_n */
5868     ierr = PetscMalloc1(total_counts_cc,&constraints_n);CHKERRQ(ierr);
5869     total_counts_cc = 0;
5870     for (i=0;i<sub_schurs->n_subs+n_vertices;i++) {
5871       if (pcbddc->adaptive_constraints_n[i]) {
5872         constraints_n[total_counts_cc++] = pcbddc->adaptive_constraints_n[i];
5873       }
5874     }
5875 #if 0
5876     printf("Found %d totals (%d)\n",total_counts_cc,total_counts);
5877     for (i=0;i<total_counts_cc;i++) {
5878       printf("const %d, start %d",i,constraints_idxs_ptr[i]);
5879       printf(" end %d:\n",constraints_idxs_ptr[i+1]);
5880       for (j=constraints_idxs_ptr[i];j<constraints_idxs_ptr[i+1];j++) {
5881         printf(" %d",constraints_idxs[j]);
5882       }
5883       printf("\n");
5884       printf("number of cc: %d\n",constraints_n[i]);
5885     }
5886     for (i=0;i<n_vertices;i++) {
5887       PetscPrintf(PETSC_COMM_SELF,"[%d] vertex %d, n %d\n",PetscGlobalRank,i,pcbddc->adaptive_constraints_n[i]);
5888     }
5889     for (i=0;i<sub_schurs->n_subs;i++) {
5890       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]);
5891     }
5892 #endif
5893 
5894     max_size_of_constraint = 0;
5895     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]);
5896     ierr = PetscMalloc1(constraints_idxs_ptr[total_counts_cc],&constraints_idxs_B);CHKERRQ(ierr);
5897     /* Change of basis */
5898     ierr = PetscBTCreate(total_counts_cc,&change_basis);CHKERRQ(ierr);
5899     if (pcbddc->use_change_of_basis) {
5900       for (i=0;i<sub_schurs->n_subs;i++) {
5901         if (PetscBTLookup(sub_schurs->is_edge,i) || pcbddc->use_change_on_faces) {
5902           ierr = PetscBTSet(change_basis,i+n_vertices);CHKERRQ(ierr);
5903         }
5904       }
5905     }
5906   }
5907   pcbddc->local_primal_size = total_counts;
5908   ierr = PetscMalloc1(pcbddc->local_primal_size+pcbddc->benign_n,&pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
5909 
5910   /* map constraints_idxs in boundary numbering */
5911   ierr = ISGlobalToLocalMappingApply(pcis->BtoNmap,IS_GTOLM_DROP,constraints_idxs_ptr[total_counts_cc],constraints_idxs,&i,constraints_idxs_B);CHKERRQ(ierr);
5912   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);
5913 
5914   /* Create constraint matrix */
5915   ierr = MatCreate(PETSC_COMM_SELF,&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
5916   ierr = MatSetType(pcbddc->ConstraintMatrix,MATAIJ);CHKERRQ(ierr);
5917   ierr = MatSetSizes(pcbddc->ConstraintMatrix,pcbddc->local_primal_size,pcis->n,pcbddc->local_primal_size,pcis->n);CHKERRQ(ierr);
5918 
5919   /* find primal_dofs: subdomain corners plus dofs selected as primal after change of basis */
5920   /* determine if a QR strategy is needed for change of basis */
5921   qr_needed = PETSC_FALSE;
5922   ierr = PetscBTCreate(total_counts_cc,&qr_needed_idx);CHKERRQ(ierr);
5923   total_primal_vertices=0;
5924   pcbddc->local_primal_size_cc = 0;
5925   for (i=0;i<total_counts_cc;i++) {
5926     size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
5927     if (size_of_constraint == 1 && pcbddc->mat_graph->custom_minimal_size) {
5928       pcbddc->primal_indices_local_idxs[total_primal_vertices++] = constraints_idxs[constraints_idxs_ptr[i]];
5929       pcbddc->local_primal_size_cc += 1;
5930     } else if (PetscBTLookup(change_basis,i)) {
5931       for (k=0;k<constraints_n[i];k++) {
5932         pcbddc->primal_indices_local_idxs[total_primal_vertices++] = constraints_idxs[constraints_idxs_ptr[i]+k];
5933       }
5934       pcbddc->local_primal_size_cc += constraints_n[i];
5935       if (constraints_n[i] > 1 || pcbddc->use_qr_single) {
5936         PetscBTSet(qr_needed_idx,i);
5937         qr_needed = PETSC_TRUE;
5938       }
5939     } else {
5940       pcbddc->local_primal_size_cc += 1;
5941     }
5942   }
5943   /* note that the local variable n_vertices used below stores the number of pointwise constraints */
5944   pcbddc->n_vertices = total_primal_vertices;
5945   /* permute indices in order to have a sorted set of vertices */
5946   ierr = PetscSortInt(total_primal_vertices,pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
5947   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);
5948   ierr = PetscMemcpy(pcbddc->local_primal_ref_node,pcbddc->primal_indices_local_idxs,total_primal_vertices*sizeof(PetscInt));CHKERRQ(ierr);
5949   for (i=0;i<total_primal_vertices;i++) pcbddc->local_primal_ref_mult[i] = 1;
5950 
5951   /* nonzero structure of constraint matrix */
5952   /* and get reference dof for local constraints */
5953   ierr = PetscMalloc1(pcbddc->local_primal_size,&nnz);CHKERRQ(ierr);
5954   for (i=0;i<total_primal_vertices;i++) nnz[i] = 1;
5955 
5956   j = total_primal_vertices;
5957   total_counts = total_primal_vertices;
5958   cum = total_primal_vertices;
5959   for (i=n_vertices;i<total_counts_cc;i++) {
5960     if (!PetscBTLookup(change_basis,i)) {
5961       pcbddc->local_primal_ref_node[cum] = constraints_idxs[constraints_idxs_ptr[i]];
5962       pcbddc->local_primal_ref_mult[cum] = constraints_n[i];
5963       cum++;
5964       size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
5965       for (k=0;k<constraints_n[i];k++) {
5966         pcbddc->primal_indices_local_idxs[total_counts++] = constraints_idxs[constraints_idxs_ptr[i]+k];
5967         nnz[j+k] = size_of_constraint;
5968       }
5969       j += constraints_n[i];
5970     }
5971   }
5972   ierr = MatSeqAIJSetPreallocation(pcbddc->ConstraintMatrix,0,nnz);CHKERRQ(ierr);
5973   ierr = PetscFree(nnz);CHKERRQ(ierr);
5974 
5975   /* set values in constraint matrix */
5976   for (i=0;i<total_primal_vertices;i++) {
5977     ierr = MatSetValue(pcbddc->ConstraintMatrix,i,pcbddc->local_primal_ref_node[i],1.0,INSERT_VALUES);CHKERRQ(ierr);
5978   }
5979   total_counts = total_primal_vertices;
5980   for (i=n_vertices;i<total_counts_cc;i++) {
5981     if (!PetscBTLookup(change_basis,i)) {
5982       PetscInt *cols;
5983 
5984       size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
5985       cols = constraints_idxs+constraints_idxs_ptr[i];
5986       for (k=0;k<constraints_n[i];k++) {
5987         PetscInt    row = total_counts+k;
5988         PetscScalar *vals;
5989 
5990         vals = constraints_data+constraints_data_ptr[i]+k*size_of_constraint;
5991         ierr = MatSetValues(pcbddc->ConstraintMatrix,1,&row,size_of_constraint,cols,vals,INSERT_VALUES);CHKERRQ(ierr);
5992       }
5993       total_counts += constraints_n[i];
5994     }
5995   }
5996   /* assembling */
5997   ierr = MatAssemblyBegin(pcbddc->ConstraintMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
5998   ierr = MatAssemblyEnd(pcbddc->ConstraintMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
5999 
6000   /*
6001   ierr = PetscViewerPushFormat(PETSC_VIEWER_STDOUT_SELF,PETSC_VIEWER_ASCII_MATLAB);CHKERRQ(ierr);
6002   ierr = MatView(pcbddc->ConstraintMatrix,(PetscViewer)0);CHKERRQ(ierr);
6003   ierr = PetscViewerPopFormat(PETSC_VIEWER_STDOUT_SELF);CHKERRQ(ierr);
6004   */
6005   /* Create matrix for change of basis. We don't need it in case pcbddc->use_change_of_basis is FALSE */
6006   if (pcbddc->use_change_of_basis) {
6007     /* dual and primal dofs on a single cc */
6008     PetscInt     dual_dofs,primal_dofs;
6009     /* working stuff for GEQRF */
6010     PetscScalar  *qr_basis,*qr_tau = NULL,*qr_work,lqr_work_t;
6011     PetscBLASInt lqr_work;
6012     /* working stuff for UNGQR */
6013     PetscScalar  *gqr_work,lgqr_work_t;
6014     PetscBLASInt lgqr_work;
6015     /* working stuff for TRTRS */
6016     PetscScalar  *trs_rhs;
6017     PetscBLASInt Blas_NRHS;
6018     /* pointers for values insertion into change of basis matrix */
6019     PetscInt     *start_rows,*start_cols;
6020     PetscScalar  *start_vals;
6021     /* working stuff for values insertion */
6022     PetscBT      is_primal;
6023     PetscInt     *aux_primal_numbering_B;
6024     /* matrix sizes */
6025     PetscInt     global_size,local_size;
6026     /* temporary change of basis */
6027     Mat          localChangeOfBasisMatrix;
6028     /* extra space for debugging */
6029     PetscScalar  *dbg_work;
6030 
6031     /* local temporary change of basis acts on local interfaces -> dimension is n_B x n_B */
6032     ierr = MatCreate(PETSC_COMM_SELF,&localChangeOfBasisMatrix);CHKERRQ(ierr);
6033     ierr = MatSetType(localChangeOfBasisMatrix,MATAIJ);CHKERRQ(ierr);
6034     ierr = MatSetSizes(localChangeOfBasisMatrix,pcis->n,pcis->n,pcis->n,pcis->n);CHKERRQ(ierr);
6035     /* nonzeros for local mat */
6036     ierr = PetscMalloc1(pcis->n,&nnz);CHKERRQ(ierr);
6037     if (!pcbddc->benign_change || pcbddc->fake_change) {
6038       for (i=0;i<pcis->n;i++) nnz[i]=1;
6039     } else {
6040       const PetscInt *ii;
6041       PetscInt       n;
6042       PetscBool      flg_row;
6043       ierr = MatGetRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,NULL,&flg_row);CHKERRQ(ierr);
6044       for (i=0;i<n;i++) nnz[i] = ii[i+1]-ii[i];
6045       ierr = MatRestoreRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,NULL,&flg_row);CHKERRQ(ierr);
6046     }
6047     for (i=n_vertices;i<total_counts_cc;i++) {
6048       if (PetscBTLookup(change_basis,i)) {
6049         size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
6050         if (PetscBTLookup(qr_needed_idx,i)) {
6051           for (j=0;j<size_of_constraint;j++) nnz[constraints_idxs[constraints_idxs_ptr[i]+j]] = size_of_constraint;
6052         } else {
6053           nnz[constraints_idxs[constraints_idxs_ptr[i]]] = size_of_constraint;
6054           for (j=1;j<size_of_constraint;j++) nnz[constraints_idxs[constraints_idxs_ptr[i]+j]] = 2;
6055         }
6056       }
6057     }
6058     ierr = MatSeqAIJSetPreallocation(localChangeOfBasisMatrix,0,nnz);CHKERRQ(ierr);
6059     ierr = PetscFree(nnz);CHKERRQ(ierr);
6060     /* Set interior change in the matrix */
6061     if (!pcbddc->benign_change || pcbddc->fake_change) {
6062       for (i=0;i<pcis->n;i++) {
6063         ierr = MatSetValue(localChangeOfBasisMatrix,i,i,1.0,INSERT_VALUES);CHKERRQ(ierr);
6064       }
6065     } else {
6066       const PetscInt *ii,*jj;
6067       PetscScalar    *aa;
6068       PetscInt       n;
6069       PetscBool      flg_row;
6070       ierr = MatGetRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&jj,&flg_row);CHKERRQ(ierr);
6071       ierr = MatSeqAIJGetArray(pcbddc->benign_change,&aa);CHKERRQ(ierr);
6072       for (i=0;i<n;i++) {
6073         ierr = MatSetValues(localChangeOfBasisMatrix,1,&i,ii[i+1]-ii[i],jj+ii[i],aa+ii[i],INSERT_VALUES);CHKERRQ(ierr);
6074       }
6075       ierr = MatSeqAIJRestoreArray(pcbddc->benign_change,&aa);CHKERRQ(ierr);
6076       ierr = MatRestoreRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&jj,&flg_row);CHKERRQ(ierr);
6077     }
6078 
6079     if (pcbddc->dbg_flag) {
6080       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"--------------------------------------------------------------\n");CHKERRQ(ierr);
6081       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Checking change of basis computation for subdomain %04d\n",PetscGlobalRank);CHKERRQ(ierr);
6082     }
6083 
6084 
6085     /* Now we loop on the constraints which need a change of basis */
6086     /*
6087        Change of basis matrix is evaluated similarly to the FIRST APPROACH in
6088        Klawonn and Widlund, Dual-primal FETI-DP methods for linear elasticity, (see Sect 6.2.1)
6089 
6090        Basic blocks of change of basis matrix T computed by
6091 
6092           - Using the following block transformation if there is only a primal dof on the cc (and -pc_bddc_use_qr_single is not specified)
6093 
6094             | 1        0   ...        0         s_1/S |
6095             | 0        1   ...        0         s_2/S |
6096             |              ...                        |
6097             | 0        ...            1     s_{n-1}/S |
6098             | -s_1/s_n ...    -s_{n-1}/s_n      s_n/S |
6099 
6100             with S = \sum_{i=1}^n s_i^2
6101             NOTE: in the above example, the primal dof is the last one of the edge in LOCAL ordering
6102                   in the current implementation, the primal dof is the first one of the edge in GLOBAL ordering
6103 
6104           - QR decomposition of constraints otherwise
6105     */
6106     if (qr_needed) {
6107       /* space to store Q */
6108       ierr = PetscMalloc1(max_size_of_constraint*max_size_of_constraint,&qr_basis);CHKERRQ(ierr);
6109       /* array to store scaling factors for reflectors */
6110       ierr = PetscMalloc1(max_constraints,&qr_tau);CHKERRQ(ierr);
6111       /* first we issue queries for optimal work */
6112       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_M);CHKERRQ(ierr);
6113       ierr = PetscBLASIntCast(max_constraints,&Blas_N);CHKERRQ(ierr);
6114       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6115       lqr_work = -1;
6116       PetscStackCallBLAS("LAPACKgeqrf",LAPACKgeqrf_(&Blas_M,&Blas_N,qr_basis,&Blas_LDA,qr_tau,&lqr_work_t,&lqr_work,&lierr));
6117       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to GEQRF Lapack routine %d",(int)lierr);
6118       ierr = PetscBLASIntCast((PetscInt)PetscRealPart(lqr_work_t),&lqr_work);CHKERRQ(ierr);
6119       ierr = PetscMalloc1((PetscInt)PetscRealPart(lqr_work_t),&qr_work);CHKERRQ(ierr);
6120       lgqr_work = -1;
6121       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_M);CHKERRQ(ierr);
6122       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_N);CHKERRQ(ierr);
6123       ierr = PetscBLASIntCast(max_constraints,&Blas_K);CHKERRQ(ierr);
6124       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6125       if (Blas_K>Blas_M) Blas_K=Blas_M; /* adjust just for computing optimal work */
6126       PetscStackCallBLAS("LAPACKorgqr",LAPACKorgqr_(&Blas_M,&Blas_N,&Blas_K,qr_basis,&Blas_LDA,qr_tau,&lgqr_work_t,&lgqr_work,&lierr));
6127       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to ORGQR/UNGQR Lapack routine %d",(int)lierr);
6128       ierr = PetscBLASIntCast((PetscInt)PetscRealPart(lgqr_work_t),&lgqr_work);CHKERRQ(ierr);
6129       ierr = PetscMalloc1((PetscInt)PetscRealPart(lgqr_work_t),&gqr_work);CHKERRQ(ierr);
6130       /* array to store rhs and solution of triangular solver */
6131       ierr = PetscMalloc1(max_constraints*max_constraints,&trs_rhs);CHKERRQ(ierr);
6132       /* allocating workspace for check */
6133       if (pcbddc->dbg_flag) {
6134         ierr = PetscMalloc1(max_size_of_constraint*(max_constraints+max_size_of_constraint),&dbg_work);CHKERRQ(ierr);
6135       }
6136     }
6137     /* array to store whether a node is primal or not */
6138     ierr = PetscBTCreate(pcis->n_B,&is_primal);CHKERRQ(ierr);
6139     ierr = PetscMalloc1(total_primal_vertices,&aux_primal_numbering_B);CHKERRQ(ierr);
6140     ierr = ISGlobalToLocalMappingApply(pcis->BtoNmap,IS_GTOLM_DROP,total_primal_vertices,pcbddc->local_primal_ref_node,&i,aux_primal_numbering_B);CHKERRQ(ierr);
6141     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);
6142     for (i=0;i<total_primal_vertices;i++) {
6143       ierr = PetscBTSet(is_primal,aux_primal_numbering_B[i]);CHKERRQ(ierr);
6144     }
6145     ierr = PetscFree(aux_primal_numbering_B);CHKERRQ(ierr);
6146 
6147     /* loop on constraints and see whether or not they need a change of basis and compute it */
6148     for (total_counts=n_vertices;total_counts<total_counts_cc;total_counts++) {
6149       size_of_constraint = constraints_idxs_ptr[total_counts+1]-constraints_idxs_ptr[total_counts];
6150       if (PetscBTLookup(change_basis,total_counts)) {
6151         /* get constraint info */
6152         primal_dofs = constraints_n[total_counts];
6153         dual_dofs = size_of_constraint-primal_dofs;
6154 
6155         if (pcbddc->dbg_flag) {
6156           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);
6157         }
6158 
6159         if (PetscBTLookup(qr_needed_idx,total_counts)) { /* QR */
6160 
6161           /* copy quadrature constraints for change of basis check */
6162           if (pcbddc->dbg_flag) {
6163             ierr = PetscMemcpy(dbg_work,&constraints_data[constraints_data_ptr[total_counts]],size_of_constraint*primal_dofs*sizeof(PetscScalar));CHKERRQ(ierr);
6164           }
6165           /* copy temporary constraints into larger work vector (in order to store all columns of Q) */
6166           ierr = PetscMemcpy(qr_basis,&constraints_data[constraints_data_ptr[total_counts]],size_of_constraint*primal_dofs*sizeof(PetscScalar));CHKERRQ(ierr);
6167 
6168           /* compute QR decomposition of constraints */
6169           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6170           ierr = PetscBLASIntCast(primal_dofs,&Blas_N);CHKERRQ(ierr);
6171           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6172           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6173           PetscStackCallBLAS("LAPACKgeqrf",LAPACKgeqrf_(&Blas_M,&Blas_N,qr_basis,&Blas_LDA,qr_tau,qr_work,&lqr_work,&lierr));
6174           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in GEQRF Lapack routine %d",(int)lierr);
6175           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6176 
6177           /* explictly compute R^-T */
6178           ierr = PetscMemzero(trs_rhs,primal_dofs*primal_dofs*sizeof(*trs_rhs));CHKERRQ(ierr);
6179           for (j=0;j<primal_dofs;j++) trs_rhs[j*(primal_dofs+1)] = 1.0;
6180           ierr = PetscBLASIntCast(primal_dofs,&Blas_N);CHKERRQ(ierr);
6181           ierr = PetscBLASIntCast(primal_dofs,&Blas_NRHS);CHKERRQ(ierr);
6182           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6183           ierr = PetscBLASIntCast(primal_dofs,&Blas_LDB);CHKERRQ(ierr);
6184           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6185           PetscStackCallBLAS("LAPACKtrtrs",LAPACKtrtrs_("U","T","N",&Blas_N,&Blas_NRHS,qr_basis,&Blas_LDA,trs_rhs,&Blas_LDB,&lierr));
6186           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in TRTRS Lapack routine %d",(int)lierr);
6187           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6188 
6189           /* explicitly compute all columns of Q (Q = [Q1 | Q2] ) overwriting QR factorization in qr_basis */
6190           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6191           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6192           ierr = PetscBLASIntCast(primal_dofs,&Blas_K);CHKERRQ(ierr);
6193           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6194           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6195           PetscStackCallBLAS("LAPACKorgqr",LAPACKorgqr_(&Blas_M,&Blas_N,&Blas_K,qr_basis,&Blas_LDA,qr_tau,gqr_work,&lgqr_work,&lierr));
6196           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in ORGQR/UNGQR Lapack routine %d",(int)lierr);
6197           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6198 
6199           /* first primal_dofs columns of Q need to be re-scaled in order to be unitary w.r.t constraints
6200              i.e. C_{pxn}*Q_{nxn} should be equal to [I_pxp | 0_pxd] (see check below)
6201              where n=size_of_constraint, p=primal_dofs, d=dual_dofs (n=p+d), I and 0 identity and null matrix resp. */
6202           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6203           ierr = PetscBLASIntCast(primal_dofs,&Blas_N);CHKERRQ(ierr);
6204           ierr = PetscBLASIntCast(primal_dofs,&Blas_K);CHKERRQ(ierr);
6205           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6206           ierr = PetscBLASIntCast(primal_dofs,&Blas_LDB);CHKERRQ(ierr);
6207           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDC);CHKERRQ(ierr);
6208           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6209           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));
6210           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6211           ierr = PetscMemcpy(qr_basis,&constraints_data[constraints_data_ptr[total_counts]],size_of_constraint*primal_dofs*sizeof(PetscScalar));CHKERRQ(ierr);
6212 
6213           /* insert values in change of basis matrix respecting global ordering of new primal dofs */
6214           start_rows = &constraints_idxs[constraints_idxs_ptr[total_counts]];
6215           /* insert cols for primal dofs */
6216           for (j=0;j<primal_dofs;j++) {
6217             start_vals = &qr_basis[j*size_of_constraint];
6218             start_cols = &constraints_idxs[constraints_idxs_ptr[total_counts]+j];
6219             ierr = MatSetValues(localChangeOfBasisMatrix,size_of_constraint,start_rows,1,start_cols,start_vals,INSERT_VALUES);CHKERRQ(ierr);
6220           }
6221           /* insert cols for dual dofs */
6222           for (j=0,k=0;j<dual_dofs;k++) {
6223             if (!PetscBTLookup(is_primal,constraints_idxs_B[constraints_idxs_ptr[total_counts]+k])) {
6224               start_vals = &qr_basis[(primal_dofs+j)*size_of_constraint];
6225               start_cols = &constraints_idxs[constraints_idxs_ptr[total_counts]+k];
6226               ierr = MatSetValues(localChangeOfBasisMatrix,size_of_constraint,start_rows,1,start_cols,start_vals,INSERT_VALUES);CHKERRQ(ierr);
6227               j++;
6228             }
6229           }
6230 
6231           /* check change of basis */
6232           if (pcbddc->dbg_flag) {
6233             PetscInt   ii,jj;
6234             PetscBool valid_qr=PETSC_TRUE;
6235             ierr = PetscBLASIntCast(primal_dofs,&Blas_M);CHKERRQ(ierr);
6236             ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6237             ierr = PetscBLASIntCast(size_of_constraint,&Blas_K);CHKERRQ(ierr);
6238             ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6239             ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDB);CHKERRQ(ierr);
6240             ierr = PetscBLASIntCast(primal_dofs,&Blas_LDC);CHKERRQ(ierr);
6241             ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6242             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));
6243             ierr = PetscFPTrapPop();CHKERRQ(ierr);
6244             for (jj=0;jj<size_of_constraint;jj++) {
6245               for (ii=0;ii<primal_dofs;ii++) {
6246                 if (ii != jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]) > 1.e-12) valid_qr = PETSC_FALSE;
6247                 if (ii == jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]-(PetscReal)1) > 1.e-12) valid_qr = PETSC_FALSE;
6248               }
6249             }
6250             if (!valid_qr) {
6251               ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"\t-> wrong change of basis!\n");CHKERRQ(ierr);
6252               for (jj=0;jj<size_of_constraint;jj++) {
6253                 for (ii=0;ii<primal_dofs;ii++) {
6254                   if (ii != jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]) > 1.e-12) {
6255                     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]));
6256                   }
6257                   if (ii == jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]-(PetscReal)1) > 1.e-12) {
6258                     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]));
6259                   }
6260                 }
6261               }
6262             } else {
6263               ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"\t-> right change of basis!\n");CHKERRQ(ierr);
6264             }
6265           }
6266         } else { /* simple transformation block */
6267           PetscInt    row,col;
6268           PetscScalar val,norm;
6269 
6270           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6271           PetscStackCallBLAS("BLASdot",norm = BLASdot_(&Blas_N,constraints_data+constraints_data_ptr[total_counts],&Blas_one,constraints_data+constraints_data_ptr[total_counts],&Blas_one));
6272           for (j=0;j<size_of_constraint;j++) {
6273             PetscInt row_B = constraints_idxs_B[constraints_idxs_ptr[total_counts]+j];
6274             row = constraints_idxs[constraints_idxs_ptr[total_counts]+j];
6275             if (!PetscBTLookup(is_primal,row_B)) {
6276               col = constraints_idxs[constraints_idxs_ptr[total_counts]];
6277               ierr = MatSetValue(localChangeOfBasisMatrix,row,row,1.0,INSERT_VALUES);CHKERRQ(ierr);
6278               ierr = MatSetValue(localChangeOfBasisMatrix,row,col,constraints_data[constraints_data_ptr[total_counts]+j]/norm,INSERT_VALUES);CHKERRQ(ierr);
6279             } else {
6280               for (k=0;k<size_of_constraint;k++) {
6281                 col = constraints_idxs[constraints_idxs_ptr[total_counts]+k];
6282                 if (row != col) {
6283                   val = -constraints_data[constraints_data_ptr[total_counts]+k]/constraints_data[constraints_data_ptr[total_counts]];
6284                 } else {
6285                   val = constraints_data[constraints_data_ptr[total_counts]]/norm;
6286                 }
6287                 ierr = MatSetValue(localChangeOfBasisMatrix,row,col,val,INSERT_VALUES);CHKERRQ(ierr);
6288               }
6289             }
6290           }
6291           if (pcbddc->dbg_flag) {
6292             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"\t-> using standard change of basis\n");CHKERRQ(ierr);
6293           }
6294         }
6295       } else {
6296         if (pcbddc->dbg_flag) {
6297           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Constraint %d does not need a change of basis (size %d)\n",total_counts,size_of_constraint);CHKERRQ(ierr);
6298         }
6299       }
6300     }
6301 
6302     /* free workspace */
6303     if (qr_needed) {
6304       if (pcbddc->dbg_flag) {
6305         ierr = PetscFree(dbg_work);CHKERRQ(ierr);
6306       }
6307       ierr = PetscFree(trs_rhs);CHKERRQ(ierr);
6308       ierr = PetscFree(qr_tau);CHKERRQ(ierr);
6309       ierr = PetscFree(qr_work);CHKERRQ(ierr);
6310       ierr = PetscFree(gqr_work);CHKERRQ(ierr);
6311       ierr = PetscFree(qr_basis);CHKERRQ(ierr);
6312     }
6313     ierr = PetscBTDestroy(&is_primal);CHKERRQ(ierr);
6314     ierr = MatAssemblyBegin(localChangeOfBasisMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6315     ierr = MatAssemblyEnd(localChangeOfBasisMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6316 
6317     /* assembling of global change of variable */
6318     if (!pcbddc->fake_change) {
6319       Mat      tmat;
6320       PetscInt bs;
6321 
6322       ierr = VecGetSize(pcis->vec1_global,&global_size);CHKERRQ(ierr);
6323       ierr = VecGetLocalSize(pcis->vec1_global,&local_size);CHKERRQ(ierr);
6324       ierr = MatDuplicate(pc->pmat,MAT_DO_NOT_COPY_VALUES,&tmat);CHKERRQ(ierr);
6325       ierr = MatISSetLocalMat(tmat,localChangeOfBasisMatrix);CHKERRQ(ierr);
6326       ierr = MatCreate(PetscObjectComm((PetscObject)pc),&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
6327       ierr = MatSetType(pcbddc->ChangeOfBasisMatrix,MATAIJ);CHKERRQ(ierr);
6328       ierr = MatGetBlockSize(pc->pmat,&bs);CHKERRQ(ierr);
6329       ierr = MatSetBlockSize(pcbddc->ChangeOfBasisMatrix,bs);CHKERRQ(ierr);
6330       ierr = MatSetSizes(pcbddc->ChangeOfBasisMatrix,local_size,local_size,global_size,global_size);CHKERRQ(ierr);
6331       ierr = MatISSetMPIXAIJPreallocation_Private(tmat,pcbddc->ChangeOfBasisMatrix,PETSC_TRUE);CHKERRQ(ierr);
6332       ierr = MatISGetMPIXAIJ(tmat,MAT_REUSE_MATRIX,&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
6333       ierr = MatDestroy(&tmat);CHKERRQ(ierr);
6334       ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
6335       ierr = VecSet(pcis->vec1_N,1.0);CHKERRQ(ierr);
6336       ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6337       ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6338       ierr = VecReciprocal(pcis->vec1_global);CHKERRQ(ierr);
6339       ierr = MatDiagonalScale(pcbddc->ChangeOfBasisMatrix,pcis->vec1_global,NULL);CHKERRQ(ierr);
6340 
6341       /* check */
6342       if (pcbddc->dbg_flag) {
6343         PetscReal error;
6344         Vec       x,x_change;
6345 
6346         ierr = VecDuplicate(pcis->vec1_global,&x);CHKERRQ(ierr);
6347         ierr = VecDuplicate(pcis->vec1_global,&x_change);CHKERRQ(ierr);
6348         ierr = VecSetRandom(x,NULL);CHKERRQ(ierr);
6349         ierr = VecCopy(x,pcis->vec1_global);CHKERRQ(ierr);
6350         ierr = VecScatterBegin(matis->rctx,x,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6351         ierr = VecScatterEnd(matis->rctx,x,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6352         ierr = MatMult(localChangeOfBasisMatrix,pcis->vec1_N,pcis->vec2_N);CHKERRQ(ierr);
6353         ierr = VecScatterBegin(matis->rctx,pcis->vec2_N,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6354         ierr = VecScatterEnd(matis->rctx,pcis->vec2_N,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6355         ierr = MatMult(pcbddc->ChangeOfBasisMatrix,pcis->vec1_global,x_change);CHKERRQ(ierr);
6356         ierr = VecAXPY(x,-1.0,x_change);CHKERRQ(ierr);
6357         ierr = VecNorm(x,NORM_INFINITY,&error);CHKERRQ(ierr);
6358         if (error > PETSC_SMALL) {
6359           SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"Error global vs local change on N: %1.6e\n",error);
6360         }
6361         ierr = VecDestroy(&x);CHKERRQ(ierr);
6362         ierr = VecDestroy(&x_change);CHKERRQ(ierr);
6363       }
6364       /* adapt sub_schurs computed (if any) */
6365       if (pcbddc->use_deluxe_scaling) {
6366         PCBDDCSubSchurs sub_schurs=pcbddc->sub_schurs;
6367 
6368         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");
6369         if (sub_schurs && sub_schurs->S_Ej_all) {
6370           Mat                    S_new,tmat;
6371           IS                     is_all_N,is_V_Sall = NULL;
6372 
6373           ierr = ISLocalToGlobalMappingApplyIS(pcis->BtoNmap,sub_schurs->is_Ej_all,&is_all_N);CHKERRQ(ierr);
6374           ierr = MatCreateSubMatrix(localChangeOfBasisMatrix,is_all_N,is_all_N,MAT_INITIAL_MATRIX,&tmat);CHKERRQ(ierr);
6375           if (pcbddc->deluxe_zerorows) {
6376             ISLocalToGlobalMapping NtoSall;
6377             IS                     is_V;
6378             ierr = ISCreateGeneral(PETSC_COMM_SELF,pcbddc->n_vertices,pcbddc->local_primal_ref_node,PETSC_COPY_VALUES,&is_V);CHKERRQ(ierr);
6379             ierr = ISLocalToGlobalMappingCreateIS(is_all_N,&NtoSall);CHKERRQ(ierr);
6380             ierr = ISGlobalToLocalMappingApplyIS(NtoSall,IS_GTOLM_DROP,is_V,&is_V_Sall);CHKERRQ(ierr);
6381             ierr = ISLocalToGlobalMappingDestroy(&NtoSall);CHKERRQ(ierr);
6382             ierr = ISDestroy(&is_V);CHKERRQ(ierr);
6383           }
6384           ierr = ISDestroy(&is_all_N);CHKERRQ(ierr);
6385           ierr = MatPtAP(sub_schurs->S_Ej_all,tmat,MAT_INITIAL_MATRIX,1.0,&S_new);CHKERRQ(ierr);
6386           ierr = MatDestroy(&sub_schurs->S_Ej_all);CHKERRQ(ierr);
6387           ierr = PetscObjectReference((PetscObject)S_new);CHKERRQ(ierr);
6388           if (pcbddc->deluxe_zerorows) {
6389             const PetscScalar *array;
6390             const PetscInt    *idxs_V,*idxs_all;
6391             PetscInt          i,n_V;
6392 
6393             ierr = MatZeroRowsColumnsIS(S_new,is_V_Sall,1.,NULL,NULL);CHKERRQ(ierr);
6394             ierr = ISGetLocalSize(is_V_Sall,&n_V);CHKERRQ(ierr);
6395             ierr = ISGetIndices(is_V_Sall,&idxs_V);CHKERRQ(ierr);
6396             ierr = ISGetIndices(sub_schurs->is_Ej_all,&idxs_all);CHKERRQ(ierr);
6397             ierr = VecGetArrayRead(pcis->D,&array);CHKERRQ(ierr);
6398             for (i=0;i<n_V;i++) {
6399               PetscScalar val;
6400               PetscInt    idx;
6401 
6402               idx = idxs_V[i];
6403               val = array[idxs_all[idxs_V[i]]];
6404               ierr = MatSetValue(S_new,idx,idx,val,INSERT_VALUES);CHKERRQ(ierr);
6405             }
6406             ierr = MatAssemblyBegin(S_new,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6407             ierr = MatAssemblyEnd(S_new,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6408             ierr = VecRestoreArrayRead(pcis->D,&array);CHKERRQ(ierr);
6409             ierr = ISRestoreIndices(sub_schurs->is_Ej_all,&idxs_all);CHKERRQ(ierr);
6410             ierr = ISRestoreIndices(is_V_Sall,&idxs_V);CHKERRQ(ierr);
6411           }
6412           sub_schurs->S_Ej_all = S_new;
6413           ierr = MatDestroy(&S_new);CHKERRQ(ierr);
6414           if (sub_schurs->sum_S_Ej_all) {
6415             ierr = MatPtAP(sub_schurs->sum_S_Ej_all,tmat,MAT_INITIAL_MATRIX,1.0,&S_new);CHKERRQ(ierr);
6416             ierr = MatDestroy(&sub_schurs->sum_S_Ej_all);CHKERRQ(ierr);
6417             ierr = PetscObjectReference((PetscObject)S_new);CHKERRQ(ierr);
6418             if (pcbddc->deluxe_zerorows) {
6419               ierr = MatZeroRowsColumnsIS(S_new,is_V_Sall,1.,NULL,NULL);CHKERRQ(ierr);
6420             }
6421             sub_schurs->sum_S_Ej_all = S_new;
6422             ierr = MatDestroy(&S_new);CHKERRQ(ierr);
6423           }
6424           ierr = ISDestroy(&is_V_Sall);CHKERRQ(ierr);
6425           ierr = MatDestroy(&tmat);CHKERRQ(ierr);
6426         }
6427         /* destroy any change of basis context in sub_schurs */
6428         if (sub_schurs && sub_schurs->change) {
6429           PetscInt i;
6430 
6431           for (i=0;i<sub_schurs->n_subs;i++) {
6432             ierr = KSPDestroy(&sub_schurs->change[i]);CHKERRQ(ierr);
6433           }
6434           ierr = PetscFree(sub_schurs->change);CHKERRQ(ierr);
6435         }
6436       }
6437       if (pcbddc->switch_static) { /* need to save the local change */
6438         pcbddc->switch_static_change = localChangeOfBasisMatrix;
6439       } else {
6440         ierr = MatDestroy(&localChangeOfBasisMatrix);CHKERRQ(ierr);
6441       }
6442       /* determine if any process has changed the pressures locally */
6443       pcbddc->change_interior = pcbddc->benign_have_null;
6444     } else { /* fake change (get back change of basis into ConstraintMatrix and info on qr) */
6445       ierr = MatDestroy(&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
6446       pcbddc->ConstraintMatrix = localChangeOfBasisMatrix;
6447       pcbddc->use_qr_single = qr_needed;
6448     }
6449   } else if (pcbddc->user_ChangeOfBasisMatrix || pcbddc->benign_saddle_point) {
6450     if (!pcbddc->benign_have_null && pcbddc->user_ChangeOfBasisMatrix) {
6451       ierr = PetscObjectReference((PetscObject)pcbddc->user_ChangeOfBasisMatrix);CHKERRQ(ierr);
6452       pcbddc->ChangeOfBasisMatrix = pcbddc->user_ChangeOfBasisMatrix;
6453     } else {
6454       Mat benign_global = NULL;
6455       if (pcbddc->benign_have_null) {
6456         Mat tmat;
6457 
6458         pcbddc->change_interior = PETSC_TRUE;
6459         ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
6460         ierr = VecSet(pcis->vec1_N,1.0);CHKERRQ(ierr);
6461         ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6462         ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6463         ierr = VecReciprocal(pcis->vec1_global);CHKERRQ(ierr);
6464         ierr = VecScatterBegin(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6465         ierr = VecScatterEnd(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6466         ierr = MatDuplicate(pc->pmat,MAT_DO_NOT_COPY_VALUES,&tmat);CHKERRQ(ierr);
6467         if (pcbddc->benign_change) {
6468           Mat M;
6469 
6470           ierr = MatDuplicate(pcbddc->benign_change,MAT_COPY_VALUES,&M);CHKERRQ(ierr);
6471           ierr = MatDiagonalScale(M,pcis->vec1_N,NULL);CHKERRQ(ierr);
6472           ierr = MatISSetLocalMat(tmat,M);CHKERRQ(ierr);
6473           ierr = MatDestroy(&M);CHKERRQ(ierr);
6474         } else {
6475           Mat         eye;
6476           PetscScalar *array;
6477 
6478           ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr);
6479           ierr = MatCreateSeqAIJ(PETSC_COMM_SELF,pcis->n,pcis->n,1,NULL,&eye);CHKERRQ(ierr);
6480           for (i=0;i<pcis->n;i++) {
6481             ierr = MatSetValue(eye,i,i,array[i],INSERT_VALUES);CHKERRQ(ierr);
6482           }
6483           ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr);
6484           ierr = MatAssemblyBegin(eye,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6485           ierr = MatAssemblyEnd(eye,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6486           ierr = MatISSetLocalMat(tmat,eye);CHKERRQ(ierr);
6487           ierr = MatDestroy(&eye);CHKERRQ(ierr);
6488         }
6489         ierr = MatISGetMPIXAIJ(tmat,MAT_INITIAL_MATRIX,&benign_global);CHKERRQ(ierr);
6490         ierr = MatDestroy(&tmat);CHKERRQ(ierr);
6491       }
6492       if (pcbddc->user_ChangeOfBasisMatrix) {
6493         ierr = MatMatMult(pcbddc->user_ChangeOfBasisMatrix,benign_global,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
6494         ierr = MatDestroy(&benign_global);CHKERRQ(ierr);
6495       } else if (pcbddc->benign_have_null) {
6496         pcbddc->ChangeOfBasisMatrix = benign_global;
6497       }
6498     }
6499     if (pcbddc->switch_static && pcbddc->ChangeOfBasisMatrix) { /* need to save the local change */
6500       IS             is_global;
6501       const PetscInt *gidxs;
6502 
6503       ierr = ISLocalToGlobalMappingGetIndices(pc->pmat->rmap->mapping,&gidxs);CHKERRQ(ierr);
6504       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),pcis->n,gidxs,PETSC_COPY_VALUES,&is_global);CHKERRQ(ierr);
6505       ierr = ISLocalToGlobalMappingRestoreIndices(pc->pmat->rmap->mapping,&gidxs);CHKERRQ(ierr);
6506       ierr = MatCreateSubMatrixUnsorted(pcbddc->ChangeOfBasisMatrix,is_global,is_global,&pcbddc->switch_static_change);CHKERRQ(ierr);
6507       ierr = ISDestroy(&is_global);CHKERRQ(ierr);
6508     }
6509   }
6510   if (!pcbddc->fake_change && pcbddc->ChangeOfBasisMatrix && !pcbddc->work_change) {
6511     ierr = VecDuplicate(pcis->vec1_global,&pcbddc->work_change);CHKERRQ(ierr);
6512   }
6513 
6514   if (!pcbddc->fake_change) {
6515     /* add pressure dofs to set of primal nodes for numbering purposes */
6516     for (i=0;i<pcbddc->benign_n;i++) {
6517       pcbddc->local_primal_ref_node[pcbddc->local_primal_size_cc] = pcbddc->benign_p0_lidx[i];
6518       pcbddc->primal_indices_local_idxs[pcbddc->local_primal_size] = pcbddc->benign_p0_lidx[i];
6519       pcbddc->local_primal_ref_mult[pcbddc->local_primal_size_cc] = 1;
6520       pcbddc->local_primal_size_cc++;
6521       pcbddc->local_primal_size++;
6522     }
6523 
6524     /* check if a new primal space has been introduced (also take into account benign trick) */
6525     pcbddc->new_primal_space_local = PETSC_TRUE;
6526     if (olocal_primal_size == pcbddc->local_primal_size) {
6527       ierr = PetscMemcmp(pcbddc->local_primal_ref_node,olocal_primal_ref_node,olocal_primal_size_cc*sizeof(PetscInt),&pcbddc->new_primal_space_local);CHKERRQ(ierr);
6528       pcbddc->new_primal_space_local = (PetscBool)(!pcbddc->new_primal_space_local);
6529       if (!pcbddc->new_primal_space_local) {
6530         ierr = PetscMemcmp(pcbddc->local_primal_ref_mult,olocal_primal_ref_mult,olocal_primal_size_cc*sizeof(PetscInt),&pcbddc->new_primal_space_local);CHKERRQ(ierr);
6531         pcbddc->new_primal_space_local = (PetscBool)(!pcbddc->new_primal_space_local);
6532       }
6533     }
6534     /* new_primal_space will be used for numbering of coarse dofs, so it should be the same across all subdomains */
6535     ierr = MPIU_Allreduce(&pcbddc->new_primal_space_local,&pcbddc->new_primal_space,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
6536   }
6537   ierr = PetscFree2(olocal_primal_ref_node,olocal_primal_ref_mult);CHKERRQ(ierr);
6538 
6539   /* flush dbg viewer */
6540   if (pcbddc->dbg_flag) {
6541     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
6542   }
6543 
6544   /* free workspace */
6545   ierr = PetscBTDestroy(&qr_needed_idx);CHKERRQ(ierr);
6546   ierr = PetscBTDestroy(&change_basis);CHKERRQ(ierr);
6547   if (!pcbddc->adaptive_selection) {
6548     ierr = PetscFree3(constraints_idxs_ptr,constraints_data_ptr,constraints_n);CHKERRQ(ierr);
6549     ierr = PetscFree3(constraints_data,constraints_idxs,constraints_idxs_B);CHKERRQ(ierr);
6550   } else {
6551     ierr = PetscFree5(pcbddc->adaptive_constraints_n,
6552                       pcbddc->adaptive_constraints_idxs_ptr,
6553                       pcbddc->adaptive_constraints_data_ptr,
6554                       pcbddc->adaptive_constraints_idxs,
6555                       pcbddc->adaptive_constraints_data);CHKERRQ(ierr);
6556     ierr = PetscFree(constraints_n);CHKERRQ(ierr);
6557     ierr = PetscFree(constraints_idxs_B);CHKERRQ(ierr);
6558   }
6559   PetscFunctionReturn(0);
6560 }
6561 
6562 PetscErrorCode PCBDDCAnalyzeInterface(PC pc)
6563 {
6564   ISLocalToGlobalMapping map;
6565   PC_BDDC                *pcbddc = (PC_BDDC*)pc->data;
6566   Mat_IS                 *matis  = (Mat_IS*)pc->pmat->data;
6567   PetscInt               i,N;
6568   PetscBool              rcsr = PETSC_FALSE;
6569   PetscErrorCode         ierr;
6570 
6571   PetscFunctionBegin;
6572   if (pcbddc->recompute_topography) {
6573     pcbddc->graphanalyzed = PETSC_FALSE;
6574     /* Reset previously computed graph */
6575     ierr = PCBDDCGraphReset(pcbddc->mat_graph);CHKERRQ(ierr);
6576     /* Init local Graph struct */
6577     ierr = MatGetSize(pc->pmat,&N,NULL);CHKERRQ(ierr);
6578     ierr = MatGetLocalToGlobalMapping(pc->pmat,&map,NULL);CHKERRQ(ierr);
6579     ierr = PCBDDCGraphInit(pcbddc->mat_graph,map,N,pcbddc->graphmaxcount);CHKERRQ(ierr);
6580 
6581     if (pcbddc->user_primal_vertices_local && !pcbddc->user_primal_vertices) {
6582       ierr = PCBDDCConsistencyCheckIS(pc,MPI_LOR,&pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
6583     }
6584     /* Check validity of the csr graph passed in by the user */
6585     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);
6586 
6587     /* Set default CSR adjacency of local dofs if not provided by the user with PCBDDCSetLocalAdjacencyGraph */
6588     if (!pcbddc->mat_graph->xadj && pcbddc->use_local_adj) {
6589       PetscInt  *xadj,*adjncy;
6590       PetscInt  nvtxs;
6591       PetscBool flg_row=PETSC_FALSE;
6592 
6593       ierr = MatGetRowIJ(matis->A,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
6594       if (flg_row) {
6595         ierr = PCBDDCSetLocalAdjacencyGraph(pc,nvtxs,xadj,adjncy,PETSC_COPY_VALUES);CHKERRQ(ierr);
6596         pcbddc->computed_rowadj = PETSC_TRUE;
6597       }
6598       ierr = MatRestoreRowIJ(matis->A,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
6599       rcsr = PETSC_TRUE;
6600     }
6601     if (pcbddc->dbg_flag) {
6602       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
6603     }
6604 
6605     /* Setup of Graph */
6606     pcbddc->mat_graph->commsizelimit = 0; /* don't use the COMM_SELF variant of the graph */
6607     ierr = PCBDDCGraphSetUp(pcbddc->mat_graph,pcbddc->vertex_size,pcbddc->NeumannBoundariesLocal,pcbddc->DirichletBoundariesLocal,pcbddc->n_ISForDofsLocal,pcbddc->ISForDofsLocal,pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
6608 
6609     /* attach info on disconnected subdomains if present */
6610     if (pcbddc->n_local_subs) {
6611       PetscInt *local_subs;
6612 
6613       ierr = PetscMalloc1(N,&local_subs);CHKERRQ(ierr);
6614       for (i=0;i<pcbddc->n_local_subs;i++) {
6615         const PetscInt *idxs;
6616         PetscInt       nl,j;
6617 
6618         ierr = ISGetLocalSize(pcbddc->local_subs[i],&nl);CHKERRQ(ierr);
6619         ierr = ISGetIndices(pcbddc->local_subs[i],&idxs);CHKERRQ(ierr);
6620         for (j=0;j<nl;j++) local_subs[idxs[j]] = i;
6621         ierr = ISRestoreIndices(pcbddc->local_subs[i],&idxs);CHKERRQ(ierr);
6622       }
6623       pcbddc->mat_graph->n_local_subs = pcbddc->n_local_subs;
6624       pcbddc->mat_graph->local_subs = local_subs;
6625     }
6626   }
6627 
6628   if (!pcbddc->graphanalyzed) {
6629     /* Graph's connected components analysis */
6630     ierr = PCBDDCGraphComputeConnectedComponents(pcbddc->mat_graph);CHKERRQ(ierr);
6631     pcbddc->graphanalyzed = PETSC_TRUE;
6632   }
6633   if (rcsr) pcbddc->mat_graph->nvtxs_csr = 0;
6634   PetscFunctionReturn(0);
6635 }
6636 
6637 PetscErrorCode PCBDDCOrthonormalizeVecs(PetscInt n, Vec vecs[])
6638 {
6639   PetscInt       i,j;
6640   PetscScalar    *alphas;
6641   PetscErrorCode ierr;
6642 
6643   PetscFunctionBegin;
6644   ierr = PetscMalloc1(n,&alphas);CHKERRQ(ierr);
6645   for (i=0;i<n;i++) {
6646     ierr = VecNormalize(vecs[i],NULL);CHKERRQ(ierr);
6647     ierr = VecMDot(vecs[i],n-i-1,&vecs[i+1],alphas);CHKERRQ(ierr);
6648     for (j=0;j<n-i-1;j++) alphas[j] = PetscConj(-alphas[j]);
6649     ierr = VecMAXPY(vecs[j],n-i-1,alphas,vecs+i);CHKERRQ(ierr);
6650   }
6651   ierr = PetscFree(alphas);CHKERRQ(ierr);
6652   PetscFunctionReturn(0);
6653 }
6654 
6655 PetscErrorCode PCBDDCMatISGetSubassemblingPattern(Mat mat, PetscInt *n_subdomains, PetscInt redprocs, IS* is_sends, PetscBool *have_void)
6656 {
6657   Mat            A;
6658   PetscInt       n_neighs,*neighs,*n_shared,**shared;
6659   PetscMPIInt    size,rank,color;
6660   PetscInt       *xadj,*adjncy;
6661   PetscInt       *adjncy_wgt,*v_wgt,*ranks_send_to_idx;
6662   PetscInt       im_active,active_procs,N,n,i,j,threshold = 2;
6663   PetscInt       void_procs,*procs_candidates = NULL;
6664   PetscInt       xadj_count,*count;
6665   PetscBool      ismatis,use_vwgt=PETSC_FALSE;
6666   PetscSubcomm   psubcomm;
6667   MPI_Comm       subcomm;
6668   PetscErrorCode ierr;
6669 
6670   PetscFunctionBegin;
6671   PetscValidHeaderSpecific(mat,MAT_CLASSID,1);
6672   ierr = PetscObjectTypeCompare((PetscObject)mat,MATIS,&ismatis);CHKERRQ(ierr);
6673   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);
6674   PetscValidLogicalCollectiveInt(mat,*n_subdomains,2);
6675   PetscValidLogicalCollectiveInt(mat,redprocs,3);
6676   if (*n_subdomains <=0) SETERRQ1(PetscObjectComm((PetscObject)mat),PETSC_ERR_ARG_WRONG,"Invalid number of subdomains requested %d\n",*n_subdomains);
6677 
6678   if (have_void) *have_void = PETSC_FALSE;
6679   ierr = MPI_Comm_size(PetscObjectComm((PetscObject)mat),&size);CHKERRQ(ierr);
6680   ierr = MPI_Comm_rank(PetscObjectComm((PetscObject)mat),&rank);CHKERRQ(ierr);
6681   ierr = MatISGetLocalMat(mat,&A);CHKERRQ(ierr);
6682   ierr = MatGetLocalSize(A,&n,NULL);CHKERRQ(ierr);
6683   im_active = !!n;
6684   ierr = MPIU_Allreduce(&im_active,&active_procs,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)mat));CHKERRQ(ierr);
6685   void_procs = size - active_procs;
6686   /* get ranks of of non-active processes in mat communicator */
6687   if (void_procs) {
6688     PetscInt ncand;
6689 
6690     if (have_void) *have_void = PETSC_TRUE;
6691     ierr = PetscMalloc1(size,&procs_candidates);CHKERRQ(ierr);
6692     ierr = MPI_Allgather(&im_active,1,MPIU_INT,procs_candidates,1,MPIU_INT,PetscObjectComm((PetscObject)mat));CHKERRQ(ierr);
6693     for (i=0,ncand=0;i<size;i++) {
6694       if (!procs_candidates[i]) {
6695         procs_candidates[ncand++] = i;
6696       }
6697     }
6698     /* force n_subdomains to be not greater that the number of non-active processes */
6699     *n_subdomains = PetscMin(void_procs,*n_subdomains);
6700   }
6701 
6702   /* number of subdomains requested greater than active processes or matrix size -> just shift the matrix
6703      number of subdomains requested 1 -> send to master or first candidate in voids  */
6704   ierr = MatGetSize(mat,&N,NULL);CHKERRQ(ierr);
6705   if (active_procs < *n_subdomains || *n_subdomains == 1 || N <= *n_subdomains) {
6706     PetscInt issize,isidx,dest;
6707     if (*n_subdomains == 1) dest = 0;
6708     else dest = rank;
6709     if (im_active) {
6710       issize = 1;
6711       if (procs_candidates) { /* shift the pattern on non-active candidates (if any) */
6712         isidx = procs_candidates[dest];
6713       } else {
6714         isidx = dest;
6715       }
6716     } else {
6717       issize = 0;
6718       isidx = -1;
6719     }
6720     if (*n_subdomains != 1) *n_subdomains = active_procs;
6721     ierr = ISCreateGeneral(PetscObjectComm((PetscObject)mat),issize,&isidx,PETSC_COPY_VALUES,is_sends);CHKERRQ(ierr);
6722     ierr = PetscFree(procs_candidates);CHKERRQ(ierr);
6723     PetscFunctionReturn(0);
6724   }
6725   ierr = PetscOptionsGetBool(NULL,NULL,"-matis_partitioning_use_vwgt",&use_vwgt,NULL);CHKERRQ(ierr);
6726   ierr = PetscOptionsGetInt(NULL,NULL,"-matis_partitioning_threshold",&threshold,NULL);CHKERRQ(ierr);
6727   threshold = PetscMax(threshold,2);
6728 
6729   /* Get info on mapping */
6730   ierr = ISLocalToGlobalMappingGetInfo(mat->rmap->mapping,&n_neighs,&neighs,&n_shared,&shared);CHKERRQ(ierr);
6731 
6732   /* build local CSR graph of subdomains' connectivity */
6733   ierr = PetscMalloc1(2,&xadj);CHKERRQ(ierr);
6734   xadj[0] = 0;
6735   xadj[1] = PetscMax(n_neighs-1,0);
6736   ierr = PetscMalloc1(xadj[1],&adjncy);CHKERRQ(ierr);
6737   ierr = PetscMalloc1(xadj[1],&adjncy_wgt);CHKERRQ(ierr);
6738   ierr = PetscCalloc1(n,&count);CHKERRQ(ierr);
6739   for (i=1;i<n_neighs;i++)
6740     for (j=0;j<n_shared[i];j++)
6741       count[shared[i][j]] += 1;
6742 
6743   xadj_count = 0;
6744   for (i=1;i<n_neighs;i++) {
6745     for (j=0;j<n_shared[i];j++) {
6746       if (count[shared[i][j]] < threshold) {
6747         adjncy[xadj_count] = neighs[i];
6748         adjncy_wgt[xadj_count] = n_shared[i];
6749         xadj_count++;
6750         break;
6751       }
6752     }
6753   }
6754   xadj[1] = xadj_count;
6755   ierr = PetscFree(count);CHKERRQ(ierr);
6756   ierr = ISLocalToGlobalMappingRestoreInfo(mat->rmap->mapping,&n_neighs,&neighs,&n_shared,&shared);CHKERRQ(ierr);
6757   ierr = PetscSortIntWithArray(xadj[1],adjncy,adjncy_wgt);CHKERRQ(ierr);
6758 
6759   ierr = PetscMalloc1(1,&ranks_send_to_idx);CHKERRQ(ierr);
6760 
6761   /* Restrict work on active processes only */
6762   ierr = PetscMPIIntCast(im_active,&color);CHKERRQ(ierr);
6763   if (void_procs) {
6764     ierr = PetscSubcommCreate(PetscObjectComm((PetscObject)mat),&psubcomm);CHKERRQ(ierr);
6765     ierr = PetscSubcommSetNumber(psubcomm,2);CHKERRQ(ierr); /* 2 groups, active process and not active processes */
6766     ierr = PetscSubcommSetTypeGeneral(psubcomm,color,rank);CHKERRQ(ierr);
6767     subcomm = PetscSubcommChild(psubcomm);
6768   } else {
6769     psubcomm = NULL;
6770     subcomm = PetscObjectComm((PetscObject)mat);
6771   }
6772 
6773   v_wgt = NULL;
6774   if (!color) {
6775     ierr = PetscFree(xadj);CHKERRQ(ierr);
6776     ierr = PetscFree(adjncy);CHKERRQ(ierr);
6777     ierr = PetscFree(adjncy_wgt);CHKERRQ(ierr);
6778   } else {
6779     Mat             subdomain_adj;
6780     IS              new_ranks,new_ranks_contig;
6781     MatPartitioning partitioner;
6782     PetscInt        rstart=0,rend=0;
6783     PetscInt        *is_indices,*oldranks;
6784     PetscMPIInt     size;
6785     PetscBool       aggregate;
6786 
6787     ierr = MPI_Comm_size(subcomm,&size);CHKERRQ(ierr);
6788     if (void_procs) {
6789       PetscInt prank = rank;
6790       ierr = PetscMalloc1(size,&oldranks);CHKERRQ(ierr);
6791       ierr = MPI_Allgather(&prank,1,MPIU_INT,oldranks,1,MPIU_INT,subcomm);CHKERRQ(ierr);
6792       for (i=0;i<xadj[1];i++) {
6793         ierr = PetscFindInt(adjncy[i],size,oldranks,&adjncy[i]);CHKERRQ(ierr);
6794       }
6795       ierr = PetscSortIntWithArray(xadj[1],adjncy,adjncy_wgt);CHKERRQ(ierr);
6796     } else {
6797       oldranks = NULL;
6798     }
6799     aggregate = ((redprocs > 0 && redprocs < size) ? PETSC_TRUE : PETSC_FALSE);
6800     if (aggregate) { /* TODO: all this part could be made more efficient */
6801       PetscInt    lrows,row,ncols,*cols;
6802       PetscMPIInt nrank;
6803       PetscScalar *vals;
6804 
6805       ierr = MPI_Comm_rank(subcomm,&nrank);CHKERRQ(ierr);
6806       lrows = 0;
6807       if (nrank<redprocs) {
6808         lrows = size/redprocs;
6809         if (nrank<size%redprocs) lrows++;
6810       }
6811       ierr = MatCreateAIJ(subcomm,lrows,lrows,size,size,50,NULL,50,NULL,&subdomain_adj);CHKERRQ(ierr);
6812       ierr = MatGetOwnershipRange(subdomain_adj,&rstart,&rend);CHKERRQ(ierr);
6813       ierr = MatSetOption(subdomain_adj,MAT_NEW_NONZERO_LOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
6814       ierr = MatSetOption(subdomain_adj,MAT_NEW_NONZERO_ALLOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
6815       row = nrank;
6816       ncols = xadj[1]-xadj[0];
6817       cols = adjncy;
6818       ierr = PetscMalloc1(ncols,&vals);CHKERRQ(ierr);
6819       for (i=0;i<ncols;i++) vals[i] = adjncy_wgt[i];
6820       ierr = MatSetValues(subdomain_adj,1,&row,ncols,cols,vals,INSERT_VALUES);CHKERRQ(ierr);
6821       ierr = MatAssemblyBegin(subdomain_adj,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6822       ierr = MatAssemblyEnd(subdomain_adj,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6823       ierr = PetscFree(xadj);CHKERRQ(ierr);
6824       ierr = PetscFree(adjncy);CHKERRQ(ierr);
6825       ierr = PetscFree(adjncy_wgt);CHKERRQ(ierr);
6826       ierr = PetscFree(vals);CHKERRQ(ierr);
6827       if (use_vwgt) {
6828         Vec               v;
6829         const PetscScalar *array;
6830         PetscInt          nl;
6831 
6832         ierr = MatCreateVecs(subdomain_adj,&v,NULL);CHKERRQ(ierr);
6833         ierr = VecSetValue(v,row,(PetscScalar)n,INSERT_VALUES);CHKERRQ(ierr);
6834         ierr = VecAssemblyBegin(v);CHKERRQ(ierr);
6835         ierr = VecAssemblyEnd(v);CHKERRQ(ierr);
6836         ierr = VecGetLocalSize(v,&nl);CHKERRQ(ierr);
6837         ierr = VecGetArrayRead(v,&array);CHKERRQ(ierr);
6838         ierr = PetscMalloc1(nl,&v_wgt);CHKERRQ(ierr);
6839         for (i=0;i<nl;i++) v_wgt[i] = (PetscInt)PetscRealPart(array[i]);
6840         ierr = VecRestoreArrayRead(v,&array);CHKERRQ(ierr);
6841         ierr = VecDestroy(&v);CHKERRQ(ierr);
6842       }
6843     } else {
6844       ierr = MatCreateMPIAdj(subcomm,1,(PetscInt)size,xadj,adjncy,adjncy_wgt,&subdomain_adj);CHKERRQ(ierr);
6845       if (use_vwgt) {
6846         ierr = PetscMalloc1(1,&v_wgt);CHKERRQ(ierr);
6847         v_wgt[0] = n;
6848       }
6849     }
6850     /* ierr = MatView(subdomain_adj,0);CHKERRQ(ierr); */
6851 
6852     /* Partition */
6853     ierr = MatPartitioningCreate(subcomm,&partitioner);CHKERRQ(ierr);
6854     ierr = MatPartitioningSetAdjacency(partitioner,subdomain_adj);CHKERRQ(ierr);
6855     if (v_wgt) {
6856       ierr = MatPartitioningSetVertexWeights(partitioner,v_wgt);CHKERRQ(ierr);
6857     }
6858     *n_subdomains = PetscMin((PetscInt)size,*n_subdomains);
6859     ierr = MatPartitioningSetNParts(partitioner,*n_subdomains);CHKERRQ(ierr);
6860     ierr = MatPartitioningSetFromOptions(partitioner);CHKERRQ(ierr);
6861     ierr = MatPartitioningApply(partitioner,&new_ranks);CHKERRQ(ierr);
6862     /* ierr = MatPartitioningView(partitioner,0);CHKERRQ(ierr); */
6863 
6864     /* renumber new_ranks to avoid "holes" in new set of processors */
6865     ierr = ISRenumber(new_ranks,NULL,NULL,&new_ranks_contig);CHKERRQ(ierr);
6866     ierr = ISDestroy(&new_ranks);CHKERRQ(ierr);
6867     ierr = ISGetIndices(new_ranks_contig,(const PetscInt**)&is_indices);CHKERRQ(ierr);
6868     if (!aggregate) {
6869       if (procs_candidates) { /* shift the pattern on non-active candidates (if any) */
6870 #if defined(PETSC_USE_DEBUG)
6871         if (!oldranks) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"This should not happen");
6872 #endif
6873         ranks_send_to_idx[0] = procs_candidates[oldranks[is_indices[0]]];
6874       } else if (oldranks) {
6875         ranks_send_to_idx[0] = oldranks[is_indices[0]];
6876       } else {
6877         ranks_send_to_idx[0] = is_indices[0];
6878       }
6879     } else {
6880       PetscInt    idx = 0;
6881       PetscMPIInt tag;
6882       MPI_Request *reqs;
6883 
6884       ierr = PetscObjectGetNewTag((PetscObject)subdomain_adj,&tag);CHKERRQ(ierr);
6885       ierr = PetscMalloc1(rend-rstart,&reqs);CHKERRQ(ierr);
6886       for (i=rstart;i<rend;i++) {
6887         ierr = MPI_Isend(is_indices+i-rstart,1,MPIU_INT,i,tag,subcomm,&reqs[i-rstart]);CHKERRQ(ierr);
6888       }
6889       ierr = MPI_Recv(&idx,1,MPIU_INT,MPI_ANY_SOURCE,tag,subcomm,MPI_STATUS_IGNORE);CHKERRQ(ierr);
6890       ierr = MPI_Waitall(rend-rstart,reqs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
6891       ierr = PetscFree(reqs);CHKERRQ(ierr);
6892       if (procs_candidates) { /* shift the pattern on non-active candidates (if any) */
6893 #if defined(PETSC_USE_DEBUG)
6894         if (!oldranks) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"This should not happen");
6895 #endif
6896         ranks_send_to_idx[0] = procs_candidates[oldranks[idx]];
6897       } else if (oldranks) {
6898         ranks_send_to_idx[0] = oldranks[idx];
6899       } else {
6900         ranks_send_to_idx[0] = idx;
6901       }
6902     }
6903     ierr = ISRestoreIndices(new_ranks_contig,(const PetscInt**)&is_indices);CHKERRQ(ierr);
6904     /* clean up */
6905     ierr = PetscFree(oldranks);CHKERRQ(ierr);
6906     ierr = ISDestroy(&new_ranks_contig);CHKERRQ(ierr);
6907     ierr = MatDestroy(&subdomain_adj);CHKERRQ(ierr);
6908     ierr = MatPartitioningDestroy(&partitioner);CHKERRQ(ierr);
6909   }
6910   ierr = PetscSubcommDestroy(&psubcomm);CHKERRQ(ierr);
6911   ierr = PetscFree(procs_candidates);CHKERRQ(ierr);
6912 
6913   /* assemble parallel IS for sends */
6914   i = 1;
6915   if (!color) i=0;
6916   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)mat),i,ranks_send_to_idx,PETSC_OWN_POINTER,is_sends);CHKERRQ(ierr);
6917   PetscFunctionReturn(0);
6918 }
6919 
6920 typedef enum {MATDENSE_PRIVATE=0,MATAIJ_PRIVATE,MATBAIJ_PRIVATE,MATSBAIJ_PRIVATE}MatTypePrivate;
6921 
6922 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[])
6923 {
6924   Mat                    local_mat;
6925   IS                     is_sends_internal;
6926   PetscInt               rows,cols,new_local_rows;
6927   PetscInt               i,bs,buf_size_idxs,buf_size_idxs_is,buf_size_vals,buf_size_vecs;
6928   PetscBool              ismatis,isdense,newisdense,destroy_mat;
6929   ISLocalToGlobalMapping l2gmap;
6930   PetscInt*              l2gmap_indices;
6931   const PetscInt*        is_indices;
6932   MatType                new_local_type;
6933   /* buffers */
6934   PetscInt               *ptr_idxs,*send_buffer_idxs,*recv_buffer_idxs;
6935   PetscInt               *ptr_idxs_is,*send_buffer_idxs_is,*recv_buffer_idxs_is;
6936   PetscInt               *recv_buffer_idxs_local;
6937   PetscScalar            *ptr_vals,*send_buffer_vals,*recv_buffer_vals;
6938   PetscScalar            *ptr_vecs,*send_buffer_vecs,*recv_buffer_vecs;
6939   /* MPI */
6940   MPI_Comm               comm,comm_n;
6941   PetscSubcomm           subcomm;
6942   PetscMPIInt            n_sends,n_recvs,commsize;
6943   PetscMPIInt            *iflags,*ilengths_idxs,*ilengths_vals,*ilengths_idxs_is;
6944   PetscMPIInt            *onodes,*onodes_is,*olengths_idxs,*olengths_idxs_is,*olengths_vals;
6945   PetscMPIInt            len,tag_idxs,tag_idxs_is,tag_vals,tag_vecs,source_dest;
6946   MPI_Request            *send_req_idxs,*send_req_idxs_is,*send_req_vals,*send_req_vecs;
6947   MPI_Request            *recv_req_idxs,*recv_req_idxs_is,*recv_req_vals,*recv_req_vecs;
6948   PetscErrorCode         ierr;
6949 
6950   PetscFunctionBegin;
6951   PetscValidHeaderSpecific(mat,MAT_CLASSID,1);
6952   ierr = PetscObjectTypeCompare((PetscObject)mat,MATIS,&ismatis);CHKERRQ(ierr);
6953   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);
6954   PetscValidLogicalCollectiveInt(mat,n_subdomains,3);
6955   PetscValidLogicalCollectiveBool(mat,restrict_comm,4);
6956   PetscValidLogicalCollectiveBool(mat,restrict_full,5);
6957   PetscValidLogicalCollectiveBool(mat,reuse,6);
6958   PetscValidLogicalCollectiveInt(mat,nis,8);
6959   PetscValidLogicalCollectiveInt(mat,nvecs,10);
6960   if (nvecs) {
6961     if (nvecs > 1) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Just 1 vector supported");
6962     PetscValidHeaderSpecific(nnsp_vec[0],VEC_CLASSID,11);
6963   }
6964   /* further checks */
6965   ierr = MatISGetLocalMat(mat,&local_mat);CHKERRQ(ierr);
6966   ierr = PetscObjectTypeCompare((PetscObject)local_mat,MATSEQDENSE,&isdense);CHKERRQ(ierr);
6967   if (!isdense) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Currently cannot subassemble MATIS when local matrix type is not of type SEQDENSE");
6968   ierr = MatGetSize(local_mat,&rows,&cols);CHKERRQ(ierr);
6969   if (rows != cols) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Local MATIS matrices should be square");
6970   if (reuse && *mat_n) {
6971     PetscInt mrows,mcols,mnrows,mncols;
6972     PetscValidHeaderSpecific(*mat_n,MAT_CLASSID,7);
6973     ierr = PetscObjectTypeCompare((PetscObject)*mat_n,MATIS,&ismatis);CHKERRQ(ierr);
6974     if (!ismatis) SETERRQ(PetscObjectComm((PetscObject)*mat_n),PETSC_ERR_SUP,"Cannot reuse a matrix which is not of type MATIS");
6975     ierr = MatGetSize(mat,&mrows,&mcols);CHKERRQ(ierr);
6976     ierr = MatGetSize(*mat_n,&mnrows,&mncols);CHKERRQ(ierr);
6977     if (mrows != mnrows) SETERRQ2(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Cannot reuse matrix! Wrong number of rows %D != %D",mrows,mnrows);
6978     if (mcols != mncols) SETERRQ2(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Cannot reuse matrix! Wrong number of cols %D != %D",mcols,mncols);
6979   }
6980   ierr = MatGetBlockSize(local_mat,&bs);CHKERRQ(ierr);
6981   PetscValidLogicalCollectiveInt(mat,bs,0);
6982 
6983   /* prepare IS for sending if not provided */
6984   if (!is_sends) {
6985     if (!n_subdomains) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"You should specify either an IS or a target number of subdomains");
6986     ierr = PCBDDCMatISGetSubassemblingPattern(mat,&n_subdomains,0,&is_sends_internal,NULL);CHKERRQ(ierr);
6987   } else {
6988     ierr = PetscObjectReference((PetscObject)is_sends);CHKERRQ(ierr);
6989     is_sends_internal = is_sends;
6990   }
6991 
6992   /* get comm */
6993   ierr = PetscObjectGetComm((PetscObject)mat,&comm);CHKERRQ(ierr);
6994 
6995   /* compute number of sends */
6996   ierr = ISGetLocalSize(is_sends_internal,&i);CHKERRQ(ierr);
6997   ierr = PetscMPIIntCast(i,&n_sends);CHKERRQ(ierr);
6998 
6999   /* compute number of receives */
7000   ierr = MPI_Comm_size(comm,&commsize);CHKERRQ(ierr);
7001   ierr = PetscMalloc1(commsize,&iflags);CHKERRQ(ierr);
7002   ierr = PetscMemzero(iflags,commsize*sizeof(*iflags));CHKERRQ(ierr);
7003   ierr = ISGetIndices(is_sends_internal,&is_indices);CHKERRQ(ierr);
7004   for (i=0;i<n_sends;i++) iflags[is_indices[i]] = 1;
7005   ierr = PetscGatherNumberOfMessages(comm,iflags,NULL,&n_recvs);CHKERRQ(ierr);
7006   ierr = PetscFree(iflags);CHKERRQ(ierr);
7007 
7008   /* restrict comm if requested */
7009   subcomm = 0;
7010   destroy_mat = PETSC_FALSE;
7011   if (restrict_comm) {
7012     PetscMPIInt color,subcommsize;
7013 
7014     color = 0;
7015     if (restrict_full) {
7016       if (!n_recvs) color = 1; /* processes not receiving anything will not partecipate in new comm (full restriction) */
7017     } else {
7018       if (!n_recvs && n_sends) color = 1; /* just those processes that are sending but not receiving anything will not partecipate in new comm */
7019     }
7020     ierr = MPIU_Allreduce(&color,&subcommsize,1,MPI_INT,MPI_SUM,comm);CHKERRQ(ierr);
7021     subcommsize = commsize - subcommsize;
7022     /* check if reuse has been requested */
7023     if (reuse) {
7024       if (*mat_n) {
7025         PetscMPIInt subcommsize2;
7026         ierr = MPI_Comm_size(PetscObjectComm((PetscObject)*mat_n),&subcommsize2);CHKERRQ(ierr);
7027         if (subcommsize != subcommsize2) SETERRQ2(PetscObjectComm((PetscObject)*mat_n),PETSC_ERR_PLIB,"Cannot reuse matrix! wrong subcomm size %d != %d",subcommsize,subcommsize2);
7028         comm_n = PetscObjectComm((PetscObject)*mat_n);
7029       } else {
7030         comm_n = PETSC_COMM_SELF;
7031       }
7032     } else { /* MAT_INITIAL_MATRIX */
7033       PetscMPIInt rank;
7034 
7035       ierr = MPI_Comm_rank(comm,&rank);CHKERRQ(ierr);
7036       ierr = PetscSubcommCreate(comm,&subcomm);CHKERRQ(ierr);
7037       ierr = PetscSubcommSetNumber(subcomm,2);CHKERRQ(ierr);
7038       ierr = PetscSubcommSetTypeGeneral(subcomm,color,rank);CHKERRQ(ierr);
7039       comm_n = PetscSubcommChild(subcomm);
7040     }
7041     /* flag to destroy *mat_n if not significative */
7042     if (color) destroy_mat = PETSC_TRUE;
7043   } else {
7044     comm_n = comm;
7045   }
7046 
7047   /* prepare send/receive buffers */
7048   ierr = PetscMalloc1(commsize,&ilengths_idxs);CHKERRQ(ierr);
7049   ierr = PetscMemzero(ilengths_idxs,commsize*sizeof(*ilengths_idxs));CHKERRQ(ierr);
7050   ierr = PetscMalloc1(commsize,&ilengths_vals);CHKERRQ(ierr);
7051   ierr = PetscMemzero(ilengths_vals,commsize*sizeof(*ilengths_vals));CHKERRQ(ierr);
7052   if (nis) {
7053     ierr = PetscCalloc1(commsize,&ilengths_idxs_is);CHKERRQ(ierr);
7054   }
7055 
7056   /* Get data from local matrices */
7057   if (!isdense) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Subassembling of AIJ local matrices not yet implemented");
7058     /* TODO: See below some guidelines on how to prepare the local buffers */
7059     /*
7060        send_buffer_vals should contain the raw values of the local matrix
7061        send_buffer_idxs should contain:
7062        - MatType_PRIVATE type
7063        - PetscInt        size_of_l2gmap
7064        - PetscInt        global_row_indices[size_of_l2gmap]
7065        - PetscInt        all_other_info_which_is_needed_to_compute_preallocation_and_set_values
7066     */
7067   else {
7068     ierr = MatDenseGetArray(local_mat,&send_buffer_vals);CHKERRQ(ierr);
7069     ierr = ISLocalToGlobalMappingGetSize(mat->rmap->mapping,&i);CHKERRQ(ierr);
7070     ierr = PetscMalloc1(i+2,&send_buffer_idxs);CHKERRQ(ierr);
7071     send_buffer_idxs[0] = (PetscInt)MATDENSE_PRIVATE;
7072     send_buffer_idxs[1] = i;
7073     ierr = ISLocalToGlobalMappingGetIndices(mat->rmap->mapping,(const PetscInt**)&ptr_idxs);CHKERRQ(ierr);
7074     ierr = PetscMemcpy(&send_buffer_idxs[2],ptr_idxs,i*sizeof(PetscInt));CHKERRQ(ierr);
7075     ierr = ISLocalToGlobalMappingRestoreIndices(mat->rmap->mapping,(const PetscInt**)&ptr_idxs);CHKERRQ(ierr);
7076     ierr = PetscMPIIntCast(i,&len);CHKERRQ(ierr);
7077     for (i=0;i<n_sends;i++) {
7078       ilengths_vals[is_indices[i]] = len*len;
7079       ilengths_idxs[is_indices[i]] = len+2;
7080     }
7081   }
7082   ierr = PetscGatherMessageLengths2(comm,n_sends,n_recvs,ilengths_idxs,ilengths_vals,&onodes,&olengths_idxs,&olengths_vals);CHKERRQ(ierr);
7083   /* additional is (if any) */
7084   if (nis) {
7085     PetscMPIInt psum;
7086     PetscInt j;
7087     for (j=0,psum=0;j<nis;j++) {
7088       PetscInt plen;
7089       ierr = ISGetLocalSize(isarray[j],&plen);CHKERRQ(ierr);
7090       ierr = PetscMPIIntCast(plen,&len);CHKERRQ(ierr);
7091       psum += len+1; /* indices + lenght */
7092     }
7093     ierr = PetscMalloc1(psum,&send_buffer_idxs_is);CHKERRQ(ierr);
7094     for (j=0,psum=0;j<nis;j++) {
7095       PetscInt plen;
7096       const PetscInt *is_array_idxs;
7097       ierr = ISGetLocalSize(isarray[j],&plen);CHKERRQ(ierr);
7098       send_buffer_idxs_is[psum] = plen;
7099       ierr = ISGetIndices(isarray[j],&is_array_idxs);CHKERRQ(ierr);
7100       ierr = PetscMemcpy(&send_buffer_idxs_is[psum+1],is_array_idxs,plen*sizeof(PetscInt));CHKERRQ(ierr);
7101       ierr = ISRestoreIndices(isarray[j],&is_array_idxs);CHKERRQ(ierr);
7102       psum += plen+1; /* indices + lenght */
7103     }
7104     for (i=0;i<n_sends;i++) {
7105       ilengths_idxs_is[is_indices[i]] = psum;
7106     }
7107     ierr = PetscGatherMessageLengths(comm,n_sends,n_recvs,ilengths_idxs_is,&onodes_is,&olengths_idxs_is);CHKERRQ(ierr);
7108   }
7109   ierr = MatISRestoreLocalMat(mat,&local_mat);CHKERRQ(ierr);
7110 
7111   buf_size_idxs = 0;
7112   buf_size_vals = 0;
7113   buf_size_idxs_is = 0;
7114   buf_size_vecs = 0;
7115   for (i=0;i<n_recvs;i++) {
7116     buf_size_idxs += (PetscInt)olengths_idxs[i];
7117     buf_size_vals += (PetscInt)olengths_vals[i];
7118     if (nis) buf_size_idxs_is += (PetscInt)olengths_idxs_is[i];
7119     if (nvecs) buf_size_vecs += (PetscInt)olengths_idxs[i];
7120   }
7121   ierr = PetscMalloc1(buf_size_idxs,&recv_buffer_idxs);CHKERRQ(ierr);
7122   ierr = PetscMalloc1(buf_size_vals,&recv_buffer_vals);CHKERRQ(ierr);
7123   ierr = PetscMalloc1(buf_size_idxs_is,&recv_buffer_idxs_is);CHKERRQ(ierr);
7124   ierr = PetscMalloc1(buf_size_vecs,&recv_buffer_vecs);CHKERRQ(ierr);
7125 
7126   /* get new tags for clean communications */
7127   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_idxs);CHKERRQ(ierr);
7128   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_vals);CHKERRQ(ierr);
7129   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_idxs_is);CHKERRQ(ierr);
7130   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_vecs);CHKERRQ(ierr);
7131 
7132   /* allocate for requests */
7133   ierr = PetscMalloc1(n_sends,&send_req_idxs);CHKERRQ(ierr);
7134   ierr = PetscMalloc1(n_sends,&send_req_vals);CHKERRQ(ierr);
7135   ierr = PetscMalloc1(n_sends,&send_req_idxs_is);CHKERRQ(ierr);
7136   ierr = PetscMalloc1(n_sends,&send_req_vecs);CHKERRQ(ierr);
7137   ierr = PetscMalloc1(n_recvs,&recv_req_idxs);CHKERRQ(ierr);
7138   ierr = PetscMalloc1(n_recvs,&recv_req_vals);CHKERRQ(ierr);
7139   ierr = PetscMalloc1(n_recvs,&recv_req_idxs_is);CHKERRQ(ierr);
7140   ierr = PetscMalloc1(n_recvs,&recv_req_vecs);CHKERRQ(ierr);
7141 
7142   /* communications */
7143   ptr_idxs = recv_buffer_idxs;
7144   ptr_vals = recv_buffer_vals;
7145   ptr_idxs_is = recv_buffer_idxs_is;
7146   ptr_vecs = recv_buffer_vecs;
7147   for (i=0;i<n_recvs;i++) {
7148     source_dest = onodes[i];
7149     ierr = MPI_Irecv(ptr_idxs,olengths_idxs[i],MPIU_INT,source_dest,tag_idxs,comm,&recv_req_idxs[i]);CHKERRQ(ierr);
7150     ierr = MPI_Irecv(ptr_vals,olengths_vals[i],MPIU_SCALAR,source_dest,tag_vals,comm,&recv_req_vals[i]);CHKERRQ(ierr);
7151     ptr_idxs += olengths_idxs[i];
7152     ptr_vals += olengths_vals[i];
7153     if (nis) {
7154       source_dest = onodes_is[i];
7155       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);
7156       ptr_idxs_is += olengths_idxs_is[i];
7157     }
7158     if (nvecs) {
7159       source_dest = onodes[i];
7160       ierr = MPI_Irecv(ptr_vecs,olengths_idxs[i]-2,MPIU_SCALAR,source_dest,tag_vecs,comm,&recv_req_vecs[i]);CHKERRQ(ierr);
7161       ptr_vecs += olengths_idxs[i]-2;
7162     }
7163   }
7164   for (i=0;i<n_sends;i++) {
7165     ierr = PetscMPIIntCast(is_indices[i],&source_dest);CHKERRQ(ierr);
7166     ierr = MPI_Isend(send_buffer_idxs,ilengths_idxs[source_dest],MPIU_INT,source_dest,tag_idxs,comm,&send_req_idxs[i]);CHKERRQ(ierr);
7167     ierr = MPI_Isend(send_buffer_vals,ilengths_vals[source_dest],MPIU_SCALAR,source_dest,tag_vals,comm,&send_req_vals[i]);CHKERRQ(ierr);
7168     if (nis) {
7169       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);
7170     }
7171     if (nvecs) {
7172       ierr = VecGetArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7173       ierr = MPI_Isend(send_buffer_vecs,ilengths_idxs[source_dest]-2,MPIU_SCALAR,source_dest,tag_vecs,comm,&send_req_vecs[i]);CHKERRQ(ierr);
7174     }
7175   }
7176   ierr = ISRestoreIndices(is_sends_internal,&is_indices);CHKERRQ(ierr);
7177   ierr = ISDestroy(&is_sends_internal);CHKERRQ(ierr);
7178 
7179   /* assemble new l2g map */
7180   ierr = MPI_Waitall(n_recvs,recv_req_idxs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7181   ptr_idxs = recv_buffer_idxs;
7182   new_local_rows = 0;
7183   for (i=0;i<n_recvs;i++) {
7184     new_local_rows += *(ptr_idxs+1); /* second element is the local size of the l2gmap */
7185     ptr_idxs += olengths_idxs[i];
7186   }
7187   ierr = PetscMalloc1(new_local_rows,&l2gmap_indices);CHKERRQ(ierr);
7188   ptr_idxs = recv_buffer_idxs;
7189   new_local_rows = 0;
7190   for (i=0;i<n_recvs;i++) {
7191     ierr = PetscMemcpy(&l2gmap_indices[new_local_rows],ptr_idxs+2,(*(ptr_idxs+1))*sizeof(PetscInt));CHKERRQ(ierr);
7192     new_local_rows += *(ptr_idxs+1); /* second element is the local size of the l2gmap */
7193     ptr_idxs += olengths_idxs[i];
7194   }
7195   ierr = PetscSortRemoveDupsInt(&new_local_rows,l2gmap_indices);CHKERRQ(ierr);
7196   ierr = ISLocalToGlobalMappingCreate(comm_n,1,new_local_rows,l2gmap_indices,PETSC_COPY_VALUES,&l2gmap);CHKERRQ(ierr);
7197   ierr = PetscFree(l2gmap_indices);CHKERRQ(ierr);
7198 
7199   /* infer new local matrix type from received local matrices type */
7200   /* currently if all local matrices are of type X, then the resulting matrix will be of type X, except for the dense case */
7201   /* 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) */
7202   if (n_recvs) {
7203     MatTypePrivate new_local_type_private = (MatTypePrivate)send_buffer_idxs[0];
7204     ptr_idxs = recv_buffer_idxs;
7205     for (i=0;i<n_recvs;i++) {
7206       if ((PetscInt)new_local_type_private != *ptr_idxs) {
7207         new_local_type_private = MATAIJ_PRIVATE;
7208         break;
7209       }
7210       ptr_idxs += olengths_idxs[i];
7211     }
7212     switch (new_local_type_private) {
7213       case MATDENSE_PRIVATE:
7214         new_local_type = MATSEQAIJ;
7215         bs = 1;
7216         break;
7217       case MATAIJ_PRIVATE:
7218         new_local_type = MATSEQAIJ;
7219         bs = 1;
7220         break;
7221       case MATBAIJ_PRIVATE:
7222         new_local_type = MATSEQBAIJ;
7223         break;
7224       case MATSBAIJ_PRIVATE:
7225         new_local_type = MATSEQSBAIJ;
7226         break;
7227       default:
7228         SETERRQ2(comm,PETSC_ERR_SUP,"Unsupported private type %d in %s",new_local_type_private,PETSC_FUNCTION_NAME);
7229         break;
7230     }
7231   } else { /* by default, new_local_type is seqaij */
7232     new_local_type = MATSEQAIJ;
7233     bs = 1;
7234   }
7235 
7236   /* create MATIS object if needed */
7237   if (!reuse) {
7238     ierr = MatGetSize(mat,&rows,&cols);CHKERRQ(ierr);
7239     ierr = MatCreateIS(comm_n,bs,PETSC_DECIDE,PETSC_DECIDE,rows,cols,l2gmap,NULL,mat_n);CHKERRQ(ierr);
7240   } else {
7241     /* it also destroys the local matrices */
7242     if (*mat_n) {
7243       ierr = MatSetLocalToGlobalMapping(*mat_n,l2gmap,l2gmap);CHKERRQ(ierr);
7244     } else { /* this is a fake object */
7245       ierr = MatCreateIS(comm_n,bs,PETSC_DECIDE,PETSC_DECIDE,rows,cols,l2gmap,NULL,mat_n);CHKERRQ(ierr);
7246     }
7247   }
7248   ierr = MatISGetLocalMat(*mat_n,&local_mat);CHKERRQ(ierr);
7249   ierr = MatSetType(local_mat,new_local_type);CHKERRQ(ierr);
7250 
7251   ierr = MPI_Waitall(n_recvs,recv_req_vals,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7252 
7253   /* Global to local map of received indices */
7254   ierr = PetscMalloc1(buf_size_idxs,&recv_buffer_idxs_local);CHKERRQ(ierr); /* needed for values insertion */
7255   ierr = ISGlobalToLocalMappingApply(l2gmap,IS_GTOLM_MASK,buf_size_idxs,recv_buffer_idxs,&i,recv_buffer_idxs_local);CHKERRQ(ierr);
7256   ierr = ISLocalToGlobalMappingDestroy(&l2gmap);CHKERRQ(ierr);
7257 
7258   /* restore attributes -> type of incoming data and its size */
7259   buf_size_idxs = 0;
7260   for (i=0;i<n_recvs;i++) {
7261     recv_buffer_idxs_local[buf_size_idxs] = recv_buffer_idxs[buf_size_idxs];
7262     recv_buffer_idxs_local[buf_size_idxs+1] = recv_buffer_idxs[buf_size_idxs+1];
7263     buf_size_idxs += (PetscInt)olengths_idxs[i];
7264   }
7265   ierr = PetscFree(recv_buffer_idxs);CHKERRQ(ierr);
7266 
7267   /* set preallocation */
7268   ierr = PetscObjectTypeCompare((PetscObject)local_mat,MATSEQDENSE,&newisdense);CHKERRQ(ierr);
7269   if (!newisdense) {
7270     PetscInt *new_local_nnz=0;
7271 
7272     ptr_idxs = recv_buffer_idxs_local;
7273     if (n_recvs) {
7274       ierr = PetscCalloc1(new_local_rows,&new_local_nnz);CHKERRQ(ierr);
7275     }
7276     for (i=0;i<n_recvs;i++) {
7277       PetscInt j;
7278       if (*ptr_idxs == (PetscInt)MATDENSE_PRIVATE) { /* preallocation provided for dense case only */
7279         for (j=0;j<*(ptr_idxs+1);j++) {
7280           new_local_nnz[*(ptr_idxs+2+j)] += *(ptr_idxs+1);
7281         }
7282       } else {
7283         /* TODO */
7284       }
7285       ptr_idxs += olengths_idxs[i];
7286     }
7287     if (new_local_nnz) {
7288       for (i=0;i<new_local_rows;i++) new_local_nnz[i] = PetscMin(new_local_nnz[i],new_local_rows);
7289       ierr = MatSeqAIJSetPreallocation(local_mat,0,new_local_nnz);CHKERRQ(ierr);
7290       for (i=0;i<new_local_rows;i++) new_local_nnz[i] /= bs;
7291       ierr = MatSeqBAIJSetPreallocation(local_mat,bs,0,new_local_nnz);CHKERRQ(ierr);
7292       for (i=0;i<new_local_rows;i++) new_local_nnz[i] = PetscMax(new_local_nnz[i]-i,0);
7293       ierr = MatSeqSBAIJSetPreallocation(local_mat,bs,0,new_local_nnz);CHKERRQ(ierr);
7294     } else {
7295       ierr = MatSetUp(local_mat);CHKERRQ(ierr);
7296     }
7297     ierr = PetscFree(new_local_nnz);CHKERRQ(ierr);
7298   } else {
7299     ierr = MatSetUp(local_mat);CHKERRQ(ierr);
7300   }
7301 
7302   /* set values */
7303   ptr_vals = recv_buffer_vals;
7304   ptr_idxs = recv_buffer_idxs_local;
7305   for (i=0;i<n_recvs;i++) {
7306     if (*ptr_idxs == (PetscInt)MATDENSE_PRIVATE) { /* values insertion provided for dense case only */
7307       ierr = MatSetOption(local_mat,MAT_ROW_ORIENTED,PETSC_FALSE);CHKERRQ(ierr);
7308       ierr = MatSetValues(local_mat,*(ptr_idxs+1),ptr_idxs+2,*(ptr_idxs+1),ptr_idxs+2,ptr_vals,ADD_VALUES);CHKERRQ(ierr);
7309       ierr = MatAssemblyBegin(local_mat,MAT_FLUSH_ASSEMBLY);CHKERRQ(ierr);
7310       ierr = MatAssemblyEnd(local_mat,MAT_FLUSH_ASSEMBLY);CHKERRQ(ierr);
7311       ierr = MatSetOption(local_mat,MAT_ROW_ORIENTED,PETSC_TRUE);CHKERRQ(ierr);
7312     } else {
7313       /* TODO */
7314     }
7315     ptr_idxs += olengths_idxs[i];
7316     ptr_vals += olengths_vals[i];
7317   }
7318   ierr = MatAssemblyBegin(local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7319   ierr = MatAssemblyEnd(local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7320   ierr = MatISRestoreLocalMat(*mat_n,&local_mat);CHKERRQ(ierr);
7321   ierr = MatAssemblyBegin(*mat_n,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7322   ierr = MatAssemblyEnd(*mat_n,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7323   ierr = PetscFree(recv_buffer_vals);CHKERRQ(ierr);
7324 
7325 #if 0
7326   if (!restrict_comm) { /* check */
7327     Vec       lvec,rvec;
7328     PetscReal infty_error;
7329 
7330     ierr = MatCreateVecs(mat,&rvec,&lvec);CHKERRQ(ierr);
7331     ierr = VecSetRandom(rvec,NULL);CHKERRQ(ierr);
7332     ierr = MatMult(mat,rvec,lvec);CHKERRQ(ierr);
7333     ierr = VecScale(lvec,-1.0);CHKERRQ(ierr);
7334     ierr = MatMultAdd(*mat_n,rvec,lvec,lvec);CHKERRQ(ierr);
7335     ierr = VecNorm(lvec,NORM_INFINITY,&infty_error);CHKERRQ(ierr);
7336     ierr = PetscPrintf(PetscObjectComm((PetscObject)mat),"Infinity error subassembling %1.6e\n",infty_error);
7337     ierr = VecDestroy(&rvec);CHKERRQ(ierr);
7338     ierr = VecDestroy(&lvec);CHKERRQ(ierr);
7339   }
7340 #endif
7341 
7342   /* assemble new additional is (if any) */
7343   if (nis) {
7344     PetscInt **temp_idxs,*count_is,j,psum;
7345 
7346     ierr = MPI_Waitall(n_recvs,recv_req_idxs_is,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7347     ierr = PetscCalloc1(nis,&count_is);CHKERRQ(ierr);
7348     ptr_idxs = recv_buffer_idxs_is;
7349     psum = 0;
7350     for (i=0;i<n_recvs;i++) {
7351       for (j=0;j<nis;j++) {
7352         PetscInt plen = *(ptr_idxs); /* first element is the local size of IS's indices */
7353         count_is[j] += plen; /* increment counting of buffer for j-th IS */
7354         psum += plen;
7355         ptr_idxs += plen+1; /* shift pointer to received data */
7356       }
7357     }
7358     ierr = PetscMalloc1(nis,&temp_idxs);CHKERRQ(ierr);
7359     ierr = PetscMalloc1(psum,&temp_idxs[0]);CHKERRQ(ierr);
7360     for (i=1;i<nis;i++) {
7361       temp_idxs[i] = temp_idxs[i-1]+count_is[i-1];
7362     }
7363     ierr = PetscMemzero(count_is,nis*sizeof(PetscInt));CHKERRQ(ierr);
7364     ptr_idxs = recv_buffer_idxs_is;
7365     for (i=0;i<n_recvs;i++) {
7366       for (j=0;j<nis;j++) {
7367         PetscInt plen = *(ptr_idxs); /* first element is the local size of IS's indices */
7368         ierr = PetscMemcpy(&temp_idxs[j][count_is[j]],ptr_idxs+1,plen*sizeof(PetscInt));CHKERRQ(ierr);
7369         count_is[j] += plen; /* increment starting point of buffer for j-th IS */
7370         ptr_idxs += plen+1; /* shift pointer to received data */
7371       }
7372     }
7373     for (i=0;i<nis;i++) {
7374       ierr = ISDestroy(&isarray[i]);CHKERRQ(ierr);
7375       ierr = PetscSortRemoveDupsInt(&count_is[i],temp_idxs[i]);CHKERRQ(ierr);CHKERRQ(ierr);
7376       ierr = ISCreateGeneral(comm_n,count_is[i],temp_idxs[i],PETSC_COPY_VALUES,&isarray[i]);CHKERRQ(ierr);
7377     }
7378     ierr = PetscFree(count_is);CHKERRQ(ierr);
7379     ierr = PetscFree(temp_idxs[0]);CHKERRQ(ierr);
7380     ierr = PetscFree(temp_idxs);CHKERRQ(ierr);
7381   }
7382   /* free workspace */
7383   ierr = PetscFree(recv_buffer_idxs_is);CHKERRQ(ierr);
7384   ierr = MPI_Waitall(n_sends,send_req_idxs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7385   ierr = PetscFree(send_buffer_idxs);CHKERRQ(ierr);
7386   ierr = MPI_Waitall(n_sends,send_req_vals,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7387   if (isdense) {
7388     ierr = MatISGetLocalMat(mat,&local_mat);CHKERRQ(ierr);
7389     ierr = MatDenseRestoreArray(local_mat,&send_buffer_vals);CHKERRQ(ierr);
7390     ierr = MatISRestoreLocalMat(mat,&local_mat);CHKERRQ(ierr);
7391   } else {
7392     /* ierr = PetscFree(send_buffer_vals);CHKERRQ(ierr); */
7393   }
7394   if (nis) {
7395     ierr = MPI_Waitall(n_sends,send_req_idxs_is,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7396     ierr = PetscFree(send_buffer_idxs_is);CHKERRQ(ierr);
7397   }
7398 
7399   if (nvecs) {
7400     ierr = MPI_Waitall(n_recvs,recv_req_vecs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7401     ierr = MPI_Waitall(n_sends,send_req_vecs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7402     ierr = VecRestoreArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7403     ierr = VecDestroy(&nnsp_vec[0]);CHKERRQ(ierr);
7404     ierr = VecCreate(comm_n,&nnsp_vec[0]);CHKERRQ(ierr);
7405     ierr = VecSetSizes(nnsp_vec[0],new_local_rows,PETSC_DECIDE);CHKERRQ(ierr);
7406     ierr = VecSetType(nnsp_vec[0],VECSTANDARD);CHKERRQ(ierr);
7407     /* set values */
7408     ptr_vals = recv_buffer_vecs;
7409     ptr_idxs = recv_buffer_idxs_local;
7410     ierr = VecGetArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7411     for (i=0;i<n_recvs;i++) {
7412       PetscInt j;
7413       for (j=0;j<*(ptr_idxs+1);j++) {
7414         send_buffer_vecs[*(ptr_idxs+2+j)] += *(ptr_vals + j);
7415       }
7416       ptr_idxs += olengths_idxs[i];
7417       ptr_vals += olengths_idxs[i]-2;
7418     }
7419     ierr = VecRestoreArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7420     ierr = VecAssemblyBegin(nnsp_vec[0]);CHKERRQ(ierr);
7421     ierr = VecAssemblyEnd(nnsp_vec[0]);CHKERRQ(ierr);
7422   }
7423 
7424   ierr = PetscFree(recv_buffer_vecs);CHKERRQ(ierr);
7425   ierr = PetscFree(recv_buffer_idxs_local);CHKERRQ(ierr);
7426   ierr = PetscFree(recv_req_idxs);CHKERRQ(ierr);
7427   ierr = PetscFree(recv_req_vals);CHKERRQ(ierr);
7428   ierr = PetscFree(recv_req_vecs);CHKERRQ(ierr);
7429   ierr = PetscFree(recv_req_idxs_is);CHKERRQ(ierr);
7430   ierr = PetscFree(send_req_idxs);CHKERRQ(ierr);
7431   ierr = PetscFree(send_req_vals);CHKERRQ(ierr);
7432   ierr = PetscFree(send_req_vecs);CHKERRQ(ierr);
7433   ierr = PetscFree(send_req_idxs_is);CHKERRQ(ierr);
7434   ierr = PetscFree(ilengths_vals);CHKERRQ(ierr);
7435   ierr = PetscFree(ilengths_idxs);CHKERRQ(ierr);
7436   ierr = PetscFree(olengths_vals);CHKERRQ(ierr);
7437   ierr = PetscFree(olengths_idxs);CHKERRQ(ierr);
7438   ierr = PetscFree(onodes);CHKERRQ(ierr);
7439   if (nis) {
7440     ierr = PetscFree(ilengths_idxs_is);CHKERRQ(ierr);
7441     ierr = PetscFree(olengths_idxs_is);CHKERRQ(ierr);
7442     ierr = PetscFree(onodes_is);CHKERRQ(ierr);
7443   }
7444   ierr = PetscSubcommDestroy(&subcomm);CHKERRQ(ierr);
7445   if (destroy_mat) { /* destroy mat is true only if restrict comm is true and process will not partecipate */
7446     ierr = MatDestroy(mat_n);CHKERRQ(ierr);
7447     for (i=0;i<nis;i++) {
7448       ierr = ISDestroy(&isarray[i]);CHKERRQ(ierr);
7449     }
7450     if (nvecs) { /* need to match VecDestroy nnsp_vec called in the other code path */
7451       ierr = VecDestroy(&nnsp_vec[0]);CHKERRQ(ierr);
7452     }
7453     *mat_n = NULL;
7454   }
7455   PetscFunctionReturn(0);
7456 }
7457 
7458 /* temporary hack into ksp private data structure */
7459 #include <petsc/private/kspimpl.h>
7460 
7461 PetscErrorCode PCBDDCSetUpCoarseSolver(PC pc,PetscScalar* coarse_submat_vals)
7462 {
7463   PC_BDDC                *pcbddc = (PC_BDDC*)pc->data;
7464   PC_IS                  *pcis = (PC_IS*)pc->data;
7465   Mat                    coarse_mat,coarse_mat_is,coarse_submat_dense;
7466   Mat                    coarsedivudotp = NULL;
7467   Mat                    coarseG,t_coarse_mat_is;
7468   MatNullSpace           CoarseNullSpace = NULL;
7469   ISLocalToGlobalMapping coarse_islg;
7470   IS                     coarse_is,*isarray;
7471   PetscInt               i,im_active=-1,active_procs=-1;
7472   PetscInt               nis,nisdofs,nisneu,nisvert;
7473   PC                     pc_temp;
7474   PCType                 coarse_pc_type;
7475   KSPType                coarse_ksp_type;
7476   PetscBool              multilevel_requested,multilevel_allowed;
7477   PetscBool              coarse_reuse;
7478   PetscInt               ncoarse,nedcfield;
7479   PetscBool              compute_vecs = PETSC_FALSE;
7480   PetscScalar            *array;
7481   MatReuse               coarse_mat_reuse;
7482   PetscBool              restr, full_restr, have_void;
7483   PetscMPIInt            commsize;
7484   PetscErrorCode         ierr;
7485 
7486   PetscFunctionBegin;
7487   /* Assign global numbering to coarse dofs */
7488   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 */
7489     PetscInt ocoarse_size;
7490     compute_vecs = PETSC_TRUE;
7491 
7492     pcbddc->new_primal_space = PETSC_TRUE;
7493     ocoarse_size = pcbddc->coarse_size;
7494     ierr = PetscFree(pcbddc->global_primal_indices);CHKERRQ(ierr);
7495     ierr = PCBDDCComputePrimalNumbering(pc,&pcbddc->coarse_size,&pcbddc->global_primal_indices);CHKERRQ(ierr);
7496     /* see if we can avoid some work */
7497     if (pcbddc->coarse_ksp) { /* coarse ksp has already been created */
7498       /* if the coarse size is different or we are using adaptive selection, better to not reuse the coarse matrix */
7499       if (ocoarse_size != pcbddc->coarse_size || pcbddc->adaptive_selection) {
7500         ierr = KSPReset(pcbddc->coarse_ksp);CHKERRQ(ierr);
7501         coarse_reuse = PETSC_FALSE;
7502       } else { /* we can safely reuse already computed coarse matrix */
7503         coarse_reuse = PETSC_TRUE;
7504       }
7505     } else { /* there's no coarse ksp, so we need to create the coarse matrix too */
7506       coarse_reuse = PETSC_FALSE;
7507     }
7508     /* reset any subassembling information */
7509     if (!coarse_reuse || pcbddc->recompute_topography) {
7510       ierr = ISDestroy(&pcbddc->coarse_subassembling);CHKERRQ(ierr);
7511     }
7512   } else { /* primal space is unchanged, so we can reuse coarse matrix */
7513     coarse_reuse = PETSC_TRUE;
7514   }
7515   /* assemble coarse matrix */
7516   if (coarse_reuse && pcbddc->coarse_ksp) {
7517     ierr = KSPGetOperators(pcbddc->coarse_ksp,&coarse_mat,NULL);CHKERRQ(ierr);
7518     ierr = PetscObjectReference((PetscObject)coarse_mat);CHKERRQ(ierr);
7519     coarse_mat_reuse = MAT_REUSE_MATRIX;
7520   } else {
7521     coarse_mat = NULL;
7522     coarse_mat_reuse = MAT_INITIAL_MATRIX;
7523   }
7524 
7525   /* creates temporary l2gmap and IS for coarse indexes */
7526   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),pcbddc->local_primal_size,pcbddc->global_primal_indices,PETSC_COPY_VALUES,&coarse_is);CHKERRQ(ierr);
7527   ierr = ISLocalToGlobalMappingCreateIS(coarse_is,&coarse_islg);CHKERRQ(ierr);
7528 
7529   /* creates temporary MATIS object for coarse matrix */
7530   ierr = MatCreateSeqDense(PETSC_COMM_SELF,pcbddc->local_primal_size,pcbddc->local_primal_size,NULL,&coarse_submat_dense);CHKERRQ(ierr);
7531   ierr = MatDenseGetArray(coarse_submat_dense,&array);CHKERRQ(ierr);
7532   ierr = PetscMemcpy(array,coarse_submat_vals,sizeof(*coarse_submat_vals)*pcbddc->local_primal_size*pcbddc->local_primal_size);CHKERRQ(ierr);
7533   ierr = MatDenseRestoreArray(coarse_submat_dense,&array);CHKERRQ(ierr);
7534   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);
7535   ierr = MatISSetLocalMat(t_coarse_mat_is,coarse_submat_dense);CHKERRQ(ierr);
7536   ierr = MatAssemblyBegin(t_coarse_mat_is,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7537   ierr = MatAssemblyEnd(t_coarse_mat_is,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7538   ierr = MatDestroy(&coarse_submat_dense);CHKERRQ(ierr);
7539 
7540   /* count "active" (i.e. with positive local size) and "void" processes */
7541   im_active = !!(pcis->n);
7542   ierr = MPIU_Allreduce(&im_active,&active_procs,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
7543 
7544   /* determine number of processes partecipating to coarse solver and compute subassembling pattern */
7545   /* restr : whether if we want to exclude senders (which are not receivers) from the subassembling pattern */
7546   /* full_restr : just use the receivers from the subassembling pattern */
7547   ierr = MPI_Comm_size(PetscObjectComm((PetscObject)pc),&commsize);CHKERRQ(ierr);
7548   coarse_mat_is = NULL;
7549   multilevel_allowed = PETSC_FALSE;
7550   multilevel_requested = PETSC_FALSE;
7551   pcbddc->coarse_eqs_per_proc = PetscMin(PetscMax(pcbddc->coarse_size,1),pcbddc->coarse_eqs_per_proc);
7552   if (pcbddc->current_level < pcbddc->max_levels) multilevel_requested = PETSC_TRUE;
7553   if (multilevel_requested) {
7554     ncoarse = active_procs/pcbddc->coarsening_ratio;
7555     restr = PETSC_FALSE;
7556     full_restr = PETSC_FALSE;
7557   } else {
7558     ncoarse = pcbddc->coarse_size/pcbddc->coarse_eqs_per_proc;
7559     restr = PETSC_TRUE;
7560     full_restr = PETSC_TRUE;
7561   }
7562   if (!pcbddc->coarse_size || commsize == 1) multilevel_allowed = multilevel_requested = restr = full_restr = PETSC_FALSE;
7563   ncoarse = PetscMax(1,ncoarse);
7564   if (!pcbddc->coarse_subassembling) {
7565     if (pcbddc->coarsening_ratio > 1) {
7566       if (multilevel_requested) {
7567         ierr = PCBDDCMatISGetSubassemblingPattern(pc->pmat,&ncoarse,pcbddc->coarse_adj_red,&pcbddc->coarse_subassembling,&have_void);CHKERRQ(ierr);
7568       } else {
7569         ierr = PCBDDCMatISGetSubassemblingPattern(t_coarse_mat_is,&ncoarse,pcbddc->coarse_adj_red,&pcbddc->coarse_subassembling,&have_void);CHKERRQ(ierr);
7570       }
7571     } else {
7572       PetscMPIInt rank;
7573       ierr = MPI_Comm_rank(PetscObjectComm((PetscObject)pc),&rank);CHKERRQ(ierr);
7574       have_void = (active_procs == (PetscInt)commsize) ? PETSC_FALSE : PETSC_TRUE;
7575       ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),1,rank,1,&pcbddc->coarse_subassembling);CHKERRQ(ierr);
7576     }
7577   } else { /* if a subassembling pattern exists, then we can reuse the coarse ksp and compute the number of process involved */
7578     PetscInt    psum;
7579     if (pcbddc->coarse_ksp) psum = 1;
7580     else psum = 0;
7581     ierr = MPIU_Allreduce(&psum,&ncoarse,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
7582     if (ncoarse < commsize) have_void = PETSC_TRUE;
7583   }
7584   /* determine if we can go multilevel */
7585   if (multilevel_requested) {
7586     if (ncoarse > 1) multilevel_allowed = PETSC_TRUE; /* found enough processes */
7587     else restr = full_restr = PETSC_TRUE; /* 1 subdomain, use a direct solver */
7588   }
7589   if (multilevel_allowed && have_void) restr = PETSC_TRUE;
7590 
7591   /* dump subassembling pattern */
7592   if (pcbddc->dbg_flag && multilevel_allowed) {
7593     ierr = ISView(pcbddc->coarse_subassembling,pcbddc->dbg_viewer);CHKERRQ(ierr);
7594   }
7595 
7596   /* compute dofs splitting and neumann boundaries for coarse dofs */
7597   nedcfield = -1;
7598   if (multilevel_allowed && !coarse_reuse && (pcbddc->n_ISForDofsLocal || pcbddc->NeumannBoundariesLocal || pcbddc->nedclocal)) { /* protects from unneded computations */
7599     PetscInt               *tidxs,*tidxs2,nout,tsize,i;
7600     const PetscInt         *idxs;
7601     ISLocalToGlobalMapping tmap;
7602 
7603     /* create map between primal indices (in local representative ordering) and local primal numbering */
7604     ierr = ISLocalToGlobalMappingCreate(PETSC_COMM_SELF,1,pcbddc->local_primal_size,pcbddc->primal_indices_local_idxs,PETSC_COPY_VALUES,&tmap);CHKERRQ(ierr);
7605     /* allocate space for temporary storage */
7606     ierr = PetscMalloc1(pcbddc->local_primal_size,&tidxs);CHKERRQ(ierr);
7607     ierr = PetscMalloc1(pcbddc->local_primal_size,&tidxs2);CHKERRQ(ierr);
7608     /* allocate for IS array */
7609     nisdofs = pcbddc->n_ISForDofsLocal;
7610     if (pcbddc->nedclocal) {
7611       if (pcbddc->nedfield > -1) {
7612         nedcfield = pcbddc->nedfield;
7613       } else {
7614         nedcfield = 0;
7615         if (nisdofs) SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"This should not happen (%d)",nisdofs);
7616         nisdofs = 1;
7617       }
7618     }
7619     nisneu = !!pcbddc->NeumannBoundariesLocal;
7620     nisvert = 0; /* nisvert is not used */
7621     nis = nisdofs + nisneu + nisvert;
7622     ierr = PetscMalloc1(nis,&isarray);CHKERRQ(ierr);
7623     /* dofs splitting */
7624     for (i=0;i<nisdofs;i++) {
7625       /* ierr = ISView(pcbddc->ISForDofsLocal[i],0);CHKERRQ(ierr); */
7626       if (nedcfield != i) {
7627         ierr = ISGetLocalSize(pcbddc->ISForDofsLocal[i],&tsize);CHKERRQ(ierr);
7628         ierr = ISGetIndices(pcbddc->ISForDofsLocal[i],&idxs);CHKERRQ(ierr);
7629         ierr = ISGlobalToLocalMappingApply(tmap,IS_GTOLM_DROP,tsize,idxs,&nout,tidxs);CHKERRQ(ierr);
7630         ierr = ISRestoreIndices(pcbddc->ISForDofsLocal[i],&idxs);CHKERRQ(ierr);
7631       } else {
7632         ierr = ISGetLocalSize(pcbddc->nedclocal,&tsize);CHKERRQ(ierr);
7633         ierr = ISGetIndices(pcbddc->nedclocal,&idxs);CHKERRQ(ierr);
7634         ierr = ISGlobalToLocalMappingApply(tmap,IS_GTOLM_DROP,tsize,idxs,&nout,tidxs);CHKERRQ(ierr);
7635         if (tsize != nout) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Failed when mapping coarse nedelec field! %d != %d\n",tsize,nout);
7636         ierr = ISRestoreIndices(pcbddc->nedclocal,&idxs);CHKERRQ(ierr);
7637       }
7638       ierr = ISLocalToGlobalMappingApply(coarse_islg,nout,tidxs,tidxs2);CHKERRQ(ierr);
7639       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),nout,tidxs2,PETSC_COPY_VALUES,&isarray[i]);CHKERRQ(ierr);
7640       /* ierr = ISView(isarray[i],0);CHKERRQ(ierr); */
7641     }
7642     /* neumann boundaries */
7643     if (pcbddc->NeumannBoundariesLocal) {
7644       /* ierr = ISView(pcbddc->NeumannBoundariesLocal,0);CHKERRQ(ierr); */
7645       ierr = ISGetLocalSize(pcbddc->NeumannBoundariesLocal,&tsize);CHKERRQ(ierr);
7646       ierr = ISGetIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
7647       ierr = ISGlobalToLocalMappingApply(tmap,IS_GTOLM_DROP,tsize,idxs,&nout,tidxs);CHKERRQ(ierr);
7648       ierr = ISRestoreIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
7649       ierr = ISLocalToGlobalMappingApply(coarse_islg,nout,tidxs,tidxs2);CHKERRQ(ierr);
7650       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),nout,tidxs2,PETSC_COPY_VALUES,&isarray[nisdofs]);CHKERRQ(ierr);
7651       /* ierr = ISView(isarray[nisdofs],0);CHKERRQ(ierr); */
7652     }
7653     /* free memory */
7654     ierr = PetscFree(tidxs);CHKERRQ(ierr);
7655     ierr = PetscFree(tidxs2);CHKERRQ(ierr);
7656     ierr = ISLocalToGlobalMappingDestroy(&tmap);CHKERRQ(ierr);
7657   } else {
7658     nis = 0;
7659     nisdofs = 0;
7660     nisneu = 0;
7661     nisvert = 0;
7662     isarray = NULL;
7663   }
7664   /* destroy no longer needed map */
7665   ierr = ISLocalToGlobalMappingDestroy(&coarse_islg);CHKERRQ(ierr);
7666 
7667   /* subassemble */
7668   if (multilevel_allowed) {
7669     Vec       vp[1];
7670     PetscInt  nvecs = 0;
7671     PetscBool reuse,reuser;
7672 
7673     if (coarse_mat) reuse = PETSC_TRUE;
7674     else reuse = PETSC_FALSE;
7675     ierr = MPIU_Allreduce(&reuse,&reuser,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
7676     vp[0] = NULL;
7677     if (pcbddc->benign_have_null) { /* propagate no-net-flux quadrature to coarser level */
7678       ierr = VecCreate(PetscObjectComm((PetscObject)pc),&vp[0]);CHKERRQ(ierr);
7679       ierr = VecSetSizes(vp[0],pcbddc->local_primal_size,PETSC_DECIDE);CHKERRQ(ierr);
7680       ierr = VecSetType(vp[0],VECSTANDARD);CHKERRQ(ierr);
7681       nvecs = 1;
7682 
7683       if (pcbddc->divudotp) {
7684         Mat      B,loc_divudotp;
7685         Vec      v,p;
7686         IS       dummy;
7687         PetscInt np;
7688 
7689         ierr = MatISGetLocalMat(pcbddc->divudotp,&loc_divudotp);CHKERRQ(ierr);
7690         ierr = MatGetSize(loc_divudotp,&np,NULL);CHKERRQ(ierr);
7691         ierr = ISCreateStride(PETSC_COMM_SELF,np,0,1,&dummy);CHKERRQ(ierr);
7692         ierr = MatCreateSubMatrix(loc_divudotp,dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B);CHKERRQ(ierr);
7693         ierr = MatCreateVecs(B,&v,&p);CHKERRQ(ierr);
7694         ierr = VecSet(p,1.);CHKERRQ(ierr);
7695         ierr = MatMultTranspose(B,p,v);CHKERRQ(ierr);
7696         ierr = VecDestroy(&p);CHKERRQ(ierr);
7697         ierr = MatDestroy(&B);CHKERRQ(ierr);
7698         ierr = VecGetArray(vp[0],&array);CHKERRQ(ierr);
7699         ierr = VecPlaceArray(pcbddc->vec1_P,array);CHKERRQ(ierr);
7700         ierr = VecRestoreArray(vp[0],&array);CHKERRQ(ierr);
7701         ierr = MatMultTranspose(pcbddc->coarse_phi_B,v,pcbddc->vec1_P);CHKERRQ(ierr);
7702         ierr = VecResetArray(pcbddc->vec1_P);CHKERRQ(ierr);
7703         ierr = ISDestroy(&dummy);CHKERRQ(ierr);
7704         ierr = VecDestroy(&v);CHKERRQ(ierr);
7705       }
7706     }
7707     if (reuser) {
7708       ierr = PCBDDCMatISSubassemble(t_coarse_mat_is,pcbddc->coarse_subassembling,0,restr,full_restr,PETSC_TRUE,&coarse_mat,nis,isarray,nvecs,vp);CHKERRQ(ierr);
7709     } else {
7710       ierr = PCBDDCMatISSubassemble(t_coarse_mat_is,pcbddc->coarse_subassembling,0,restr,full_restr,PETSC_FALSE,&coarse_mat_is,nis,isarray,nvecs,vp);CHKERRQ(ierr);
7711     }
7712     if (vp[0]) { /* vp[0] could have been placed on a different set of processes */
7713       PetscScalar *arraym,*arrayv;
7714       PetscInt    nl;
7715       ierr = VecGetLocalSize(vp[0],&nl);CHKERRQ(ierr);
7716       ierr = MatCreateSeqDense(PETSC_COMM_SELF,1,nl,NULL,&coarsedivudotp);CHKERRQ(ierr);
7717       ierr = MatDenseGetArray(coarsedivudotp,&arraym);CHKERRQ(ierr);
7718       ierr = VecGetArray(vp[0],&arrayv);CHKERRQ(ierr);
7719       ierr = PetscMemcpy(arraym,arrayv,nl*sizeof(PetscScalar));CHKERRQ(ierr);
7720       ierr = VecRestoreArray(vp[0],&arrayv);CHKERRQ(ierr);
7721       ierr = MatDenseRestoreArray(coarsedivudotp,&arraym);CHKERRQ(ierr);
7722       ierr = VecDestroy(&vp[0]);CHKERRQ(ierr);
7723     } else {
7724       ierr = MatCreateSeqAIJ(PETSC_COMM_SELF,0,0,1,NULL,&coarsedivudotp);CHKERRQ(ierr);
7725     }
7726   } else {
7727     ierr = PCBDDCMatISSubassemble(t_coarse_mat_is,pcbddc->coarse_subassembling,0,restr,full_restr,PETSC_FALSE,&coarse_mat_is,0,NULL,0,NULL);CHKERRQ(ierr);
7728   }
7729   if (coarse_mat_is || coarse_mat) {
7730     PetscMPIInt size;
7731     ierr = MPI_Comm_size(PetscObjectComm((PetscObject)coarse_mat_is),&size);CHKERRQ(ierr);
7732     if (!multilevel_allowed) {
7733       ierr = MatISGetMPIXAIJ(coarse_mat_is,coarse_mat_reuse,&coarse_mat);CHKERRQ(ierr);
7734     } else {
7735       Mat A;
7736 
7737       /* if this matrix is present, it means we are not reusing the coarse matrix */
7738       if (coarse_mat_is) {
7739         if (coarse_mat) SETERRQ(PetscObjectComm((PetscObject)coarse_mat_is),PETSC_ERR_PLIB,"This should not happen");
7740         ierr = PetscObjectReference((PetscObject)coarse_mat_is);CHKERRQ(ierr);
7741         coarse_mat = coarse_mat_is;
7742       }
7743       /* be sure we don't have MatSeqDENSE as local mat */
7744       ierr = MatISGetLocalMat(coarse_mat,&A);CHKERRQ(ierr);
7745       ierr = MatConvert(A,MATSEQAIJ,MAT_INPLACE_MATRIX,&A);CHKERRQ(ierr);
7746     }
7747   }
7748   ierr = MatDestroy(&t_coarse_mat_is);CHKERRQ(ierr);
7749   ierr = MatDestroy(&coarse_mat_is);CHKERRQ(ierr);
7750 
7751   /* create local to global scatters for coarse problem */
7752   if (compute_vecs) {
7753     PetscInt lrows;
7754     ierr = VecDestroy(&pcbddc->coarse_vec);CHKERRQ(ierr);
7755     if (coarse_mat) {
7756       ierr = MatGetLocalSize(coarse_mat,&lrows,NULL);CHKERRQ(ierr);
7757     } else {
7758       lrows = 0;
7759     }
7760     ierr = VecCreate(PetscObjectComm((PetscObject)pc),&pcbddc->coarse_vec);CHKERRQ(ierr);
7761     ierr = VecSetSizes(pcbddc->coarse_vec,lrows,PETSC_DECIDE);CHKERRQ(ierr);
7762     ierr = VecSetType(pcbddc->coarse_vec,VECSTANDARD);CHKERRQ(ierr);
7763     ierr = VecScatterDestroy(&pcbddc->coarse_loc_to_glob);CHKERRQ(ierr);
7764     ierr = VecScatterCreate(pcbddc->vec1_P,NULL,pcbddc->coarse_vec,coarse_is,&pcbddc->coarse_loc_to_glob);CHKERRQ(ierr);
7765   }
7766   ierr = ISDestroy(&coarse_is);CHKERRQ(ierr);
7767 
7768   /* set defaults for coarse KSP and PC */
7769   if (multilevel_allowed) {
7770     coarse_ksp_type = KSPRICHARDSON;
7771     coarse_pc_type = PCBDDC;
7772   } else {
7773     coarse_ksp_type = KSPPREONLY;
7774     coarse_pc_type = PCREDUNDANT;
7775   }
7776 
7777   /* print some info if requested */
7778   if (pcbddc->dbg_flag) {
7779     if (!multilevel_allowed) {
7780       ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
7781       if (multilevel_requested) {
7782         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);
7783       } else if (pcbddc->max_levels) {
7784         ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Maximum number of requested levels reached (%d)\n",pcbddc->max_levels);CHKERRQ(ierr);
7785       }
7786       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
7787     }
7788   }
7789 
7790   /* communicate coarse discrete gradient */
7791   coarseG = NULL;
7792   if (pcbddc->nedcG && multilevel_allowed) {
7793     MPI_Comm ccomm;
7794     if (coarse_mat) {
7795       ccomm = PetscObjectComm((PetscObject)coarse_mat);
7796     } else {
7797       ccomm = MPI_COMM_NULL;
7798     }
7799     ierr = MatMPIAIJRestrict(pcbddc->nedcG,ccomm,&coarseG);CHKERRQ(ierr);
7800   }
7801 
7802   /* create the coarse KSP object only once with defaults */
7803   if (coarse_mat) {
7804     PetscBool   isredundant,isnn,isbddc;
7805     PetscViewer dbg_viewer = NULL;
7806 
7807     if (pcbddc->dbg_flag) {
7808       dbg_viewer = PETSC_VIEWER_STDOUT_(PetscObjectComm((PetscObject)coarse_mat));
7809       ierr = PetscViewerASCIIAddTab(dbg_viewer,2*pcbddc->current_level);CHKERRQ(ierr);
7810     }
7811     if (!pcbddc->coarse_ksp) {
7812       char prefix[256],str_level[16];
7813       size_t len;
7814 
7815       ierr = KSPCreate(PetscObjectComm((PetscObject)coarse_mat),&pcbddc->coarse_ksp);CHKERRQ(ierr);
7816       ierr = KSPSetErrorIfNotConverged(pcbddc->coarse_ksp,pc->erroriffailure);CHKERRQ(ierr);
7817       ierr = PetscObjectIncrementTabLevel((PetscObject)pcbddc->coarse_ksp,(PetscObject)pc,1);CHKERRQ(ierr);
7818       ierr = KSPSetTolerances(pcbddc->coarse_ksp,PETSC_DEFAULT,PETSC_DEFAULT,PETSC_DEFAULT,1);CHKERRQ(ierr);
7819       ierr = KSPSetOperators(pcbddc->coarse_ksp,coarse_mat,coarse_mat);CHKERRQ(ierr);
7820       ierr = KSPSetType(pcbddc->coarse_ksp,coarse_ksp_type);CHKERRQ(ierr);
7821       ierr = KSPSetNormType(pcbddc->coarse_ksp,KSP_NORM_NONE);CHKERRQ(ierr);
7822       ierr = KSPGetPC(pcbddc->coarse_ksp,&pc_temp);CHKERRQ(ierr);
7823       /* TODO is this logic correct? should check for coarse_mat type */
7824       ierr = PCSetType(pc_temp,coarse_pc_type);CHKERRQ(ierr);
7825       /* prefix */
7826       ierr = PetscStrcpy(prefix,"");CHKERRQ(ierr);
7827       ierr = PetscStrcpy(str_level,"");CHKERRQ(ierr);
7828       if (!pcbddc->current_level) {
7829         ierr = PetscStrcpy(prefix,((PetscObject)pc)->prefix);CHKERRQ(ierr);
7830         ierr = PetscStrcat(prefix,"pc_bddc_coarse_");CHKERRQ(ierr);
7831       } else {
7832         ierr = PetscStrlen(((PetscObject)pc)->prefix,&len);CHKERRQ(ierr);
7833         if (pcbddc->current_level>1) len -= 3; /* remove "lX_" with X level number */
7834         if (pcbddc->current_level>10) len -= 1; /* remove another char from level number */
7835         ierr = PetscStrncpy(prefix,((PetscObject)pc)->prefix,len+1);CHKERRQ(ierr);
7836         ierr = PetscSNPrintf(str_level,sizeof(str_level),"l%d_",(int)(pcbddc->current_level));CHKERRQ(ierr);
7837         ierr = PetscStrcat(prefix,str_level);CHKERRQ(ierr);
7838       }
7839       ierr = KSPSetOptionsPrefix(pcbddc->coarse_ksp,prefix);CHKERRQ(ierr);
7840       /* propagate BDDC info to the next level (these are dummy calls if pc_temp is not of type PCBDDC) */
7841       ierr = PCBDDCSetLevel(pc_temp,pcbddc->current_level+1);CHKERRQ(ierr);
7842       ierr = PCBDDCSetCoarseningRatio(pc_temp,pcbddc->coarsening_ratio);CHKERRQ(ierr);
7843       ierr = PCBDDCSetLevels(pc_temp,pcbddc->max_levels);CHKERRQ(ierr);
7844       /* allow user customization */
7845       ierr = KSPSetFromOptions(pcbddc->coarse_ksp);CHKERRQ(ierr);
7846     }
7847     /* propagate BDDC info to the next level (these are dummy calls if pc_temp is not of type PCBDDC) */
7848     ierr = KSPGetPC(pcbddc->coarse_ksp,&pc_temp);CHKERRQ(ierr);
7849     if (nisdofs) {
7850       ierr = PCBDDCSetDofsSplitting(pc_temp,nisdofs,isarray);CHKERRQ(ierr);
7851       for (i=0;i<nisdofs;i++) {
7852         ierr = ISDestroy(&isarray[i]);CHKERRQ(ierr);
7853       }
7854     }
7855     if (nisneu) {
7856       ierr = PCBDDCSetNeumannBoundaries(pc_temp,isarray[nisdofs]);CHKERRQ(ierr);
7857       ierr = ISDestroy(&isarray[nisdofs]);CHKERRQ(ierr);
7858     }
7859     if (nisvert) {
7860       ierr = PCBDDCSetPrimalVerticesIS(pc_temp,isarray[nis-1]);CHKERRQ(ierr);
7861       ierr = ISDestroy(&isarray[nis-1]);CHKERRQ(ierr);
7862     }
7863     if (coarseG) {
7864       ierr = PCBDDCSetDiscreteGradient(pc_temp,coarseG,1,nedcfield,PETSC_FALSE,PETSC_TRUE);CHKERRQ(ierr);
7865     }
7866 
7867     /* get some info after set from options */
7868     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCBDDC,&isbddc);CHKERRQ(ierr);
7869     /* multilevel can only be requested via -pc_bddc_levels or PCBDDCSetLevels */
7870     if (isbddc && !multilevel_allowed) {
7871       ierr   = PCSetType(pc_temp,coarse_pc_type);CHKERRQ(ierr);
7872       isbddc = PETSC_FALSE;
7873     }
7874     /* multilevel cannot be done with coarse PCs different from BDDC or NN */
7875     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCNN,&isnn);CHKERRQ(ierr);
7876     if (multilevel_requested && multilevel_allowed && !isbddc && !isnn) {
7877       ierr   = PCSetType(pc_temp,PCBDDC);CHKERRQ(ierr);
7878       isbddc = PETSC_TRUE;
7879     }
7880     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCREDUNDANT,&isredundant);CHKERRQ(ierr);
7881     if (isredundant) {
7882       KSP inner_ksp;
7883       PC  inner_pc;
7884 
7885       ierr = PCRedundantGetKSP(pc_temp,&inner_ksp);CHKERRQ(ierr);
7886       ierr = KSPGetPC(inner_ksp,&inner_pc);CHKERRQ(ierr);
7887     }
7888 
7889     /* parameters which miss an API */
7890     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCBDDC,&isbddc);CHKERRQ(ierr);
7891     if (isbddc) {
7892       PC_BDDC* pcbddc_coarse = (PC_BDDC*)pc_temp->data;
7893 
7894       pcbddc_coarse->detect_disconnected = PETSC_TRUE;
7895       pcbddc_coarse->coarse_eqs_per_proc = pcbddc->coarse_eqs_per_proc;
7896       pcbddc_coarse->benign_saddle_point = pcbddc->benign_have_null;
7897       if (pcbddc_coarse->benign_saddle_point) {
7898         Mat                    coarsedivudotp_is;
7899         ISLocalToGlobalMapping l2gmap,rl2g,cl2g;
7900         IS                     row,col;
7901         const PetscInt         *gidxs;
7902         PetscInt               n,st,M,N;
7903 
7904         ierr = MatGetSize(coarsedivudotp,&n,NULL);CHKERRQ(ierr);
7905         ierr = MPI_Scan(&n,&st,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)coarse_mat));CHKERRQ(ierr);
7906         st   = st-n;
7907         ierr = ISCreateStride(PetscObjectComm((PetscObject)coarse_mat),1,st,1,&row);CHKERRQ(ierr);
7908         ierr = MatGetLocalToGlobalMapping(coarse_mat,&l2gmap,NULL);CHKERRQ(ierr);
7909         ierr = ISLocalToGlobalMappingGetSize(l2gmap,&n);CHKERRQ(ierr);
7910         ierr = ISLocalToGlobalMappingGetIndices(l2gmap,&gidxs);CHKERRQ(ierr);
7911         ierr = ISCreateGeneral(PetscObjectComm((PetscObject)coarse_mat),n,gidxs,PETSC_COPY_VALUES,&col);CHKERRQ(ierr);
7912         ierr = ISLocalToGlobalMappingRestoreIndices(l2gmap,&gidxs);CHKERRQ(ierr);
7913         ierr = ISLocalToGlobalMappingCreateIS(row,&rl2g);CHKERRQ(ierr);
7914         ierr = ISLocalToGlobalMappingCreateIS(col,&cl2g);CHKERRQ(ierr);
7915         ierr = ISGetSize(row,&M);CHKERRQ(ierr);
7916         ierr = MatGetSize(coarse_mat,&N,NULL);CHKERRQ(ierr);
7917         ierr = ISDestroy(&row);CHKERRQ(ierr);
7918         ierr = ISDestroy(&col);CHKERRQ(ierr);
7919         ierr = MatCreate(PetscObjectComm((PetscObject)coarse_mat),&coarsedivudotp_is);CHKERRQ(ierr);
7920         ierr = MatSetType(coarsedivudotp_is,MATIS);CHKERRQ(ierr);
7921         ierr = MatSetSizes(coarsedivudotp_is,PETSC_DECIDE,PETSC_DECIDE,M,N);CHKERRQ(ierr);
7922         ierr = MatSetLocalToGlobalMapping(coarsedivudotp_is,rl2g,cl2g);CHKERRQ(ierr);
7923         ierr = ISLocalToGlobalMappingDestroy(&rl2g);CHKERRQ(ierr);
7924         ierr = ISLocalToGlobalMappingDestroy(&cl2g);CHKERRQ(ierr);
7925         ierr = MatISSetLocalMat(coarsedivudotp_is,coarsedivudotp);CHKERRQ(ierr);
7926         ierr = MatDestroy(&coarsedivudotp);CHKERRQ(ierr);
7927         ierr = PCBDDCSetDivergenceMat(pc_temp,coarsedivudotp_is,PETSC_FALSE,NULL);CHKERRQ(ierr);
7928         ierr = MatDestroy(&coarsedivudotp_is);CHKERRQ(ierr);
7929         pcbddc_coarse->adaptive_userdefined = PETSC_TRUE;
7930         if (pcbddc->adaptive_threshold < 1.0) pcbddc_coarse->deluxe_zerorows = PETSC_TRUE;
7931       }
7932     }
7933 
7934     /* propagate symmetry info of coarse matrix */
7935     ierr = MatSetOption(coarse_mat,MAT_STRUCTURALLY_SYMMETRIC,PETSC_TRUE);CHKERRQ(ierr);
7936     if (pc->pmat->symmetric_set) {
7937       ierr = MatSetOption(coarse_mat,MAT_SYMMETRIC,pc->pmat->symmetric);CHKERRQ(ierr);
7938     }
7939     if (pc->pmat->hermitian_set) {
7940       ierr = MatSetOption(coarse_mat,MAT_HERMITIAN,pc->pmat->hermitian);CHKERRQ(ierr);
7941     }
7942     if (pc->pmat->spd_set) {
7943       ierr = MatSetOption(coarse_mat,MAT_SPD,pc->pmat->spd);CHKERRQ(ierr);
7944     }
7945     if (pcbddc->benign_saddle_point && !pcbddc->benign_have_null) {
7946       ierr = MatSetOption(coarse_mat,MAT_SPD,PETSC_TRUE);CHKERRQ(ierr);
7947     }
7948     /* set operators */
7949     ierr = KSPSetOperators(pcbddc->coarse_ksp,coarse_mat,coarse_mat);CHKERRQ(ierr);
7950     if (pcbddc->dbg_flag) {
7951       ierr = PetscViewerASCIISubtractTab(dbg_viewer,2*pcbddc->current_level);CHKERRQ(ierr);
7952     }
7953   }
7954   ierr = MatDestroy(&coarseG);CHKERRQ(ierr);
7955   ierr = PetscFree(isarray);CHKERRQ(ierr);
7956 #if 0
7957   {
7958     PetscViewer viewer;
7959     char filename[256];
7960     sprintf(filename,"coarse_mat_level%d.m",pcbddc->current_level);
7961     ierr = PetscViewerASCIIOpen(PetscObjectComm((PetscObject)coarse_mat),filename,&viewer);CHKERRQ(ierr);
7962     ierr = PetscViewerPushFormat(viewer,PETSC_VIEWER_ASCII_MATLAB);CHKERRQ(ierr);
7963     ierr = MatView(coarse_mat,viewer);CHKERRQ(ierr);
7964     ierr = PetscViewerPopFormat(viewer);CHKERRQ(ierr);
7965     ierr = PetscViewerDestroy(&viewer);CHKERRQ(ierr);
7966   }
7967 #endif
7968 
7969   if (pcbddc->coarse_ksp) {
7970     Vec crhs,csol;
7971 
7972     ierr = KSPGetSolution(pcbddc->coarse_ksp,&csol);CHKERRQ(ierr);
7973     ierr = KSPGetRhs(pcbddc->coarse_ksp,&crhs);CHKERRQ(ierr);
7974     if (!csol) {
7975       ierr = MatCreateVecs(coarse_mat,&((pcbddc->coarse_ksp)->vec_sol),NULL);CHKERRQ(ierr);
7976     }
7977     if (!crhs) {
7978       ierr = MatCreateVecs(coarse_mat,NULL,&((pcbddc->coarse_ksp)->vec_rhs));CHKERRQ(ierr);
7979     }
7980   }
7981   ierr = MatDestroy(&coarsedivudotp);CHKERRQ(ierr);
7982 
7983   /* compute null space for coarse solver if the benign trick has been requested */
7984   if (pcbddc->benign_null) {
7985 
7986     ierr = VecSet(pcbddc->vec1_P,0.);CHKERRQ(ierr);
7987     for (i=0;i<pcbddc->benign_n;i++) {
7988       ierr = VecSetValue(pcbddc->vec1_P,pcbddc->local_primal_size-pcbddc->benign_n+i,1.0,INSERT_VALUES);CHKERRQ(ierr);
7989     }
7990     ierr = VecAssemblyBegin(pcbddc->vec1_P);CHKERRQ(ierr);
7991     ierr = VecAssemblyEnd(pcbddc->vec1_P);CHKERRQ(ierr);
7992     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
7993     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
7994     if (coarse_mat) {
7995       Vec         nullv;
7996       PetscScalar *array,*array2;
7997       PetscInt    nl;
7998 
7999       ierr = MatCreateVecs(coarse_mat,&nullv,NULL);CHKERRQ(ierr);
8000       ierr = VecGetLocalSize(nullv,&nl);CHKERRQ(ierr);
8001       ierr = VecGetArrayRead(pcbddc->coarse_vec,(const PetscScalar**)&array);CHKERRQ(ierr);
8002       ierr = VecGetArray(nullv,&array2);CHKERRQ(ierr);
8003       ierr = PetscMemcpy(array2,array,nl*sizeof(*array));CHKERRQ(ierr);
8004       ierr = VecRestoreArray(nullv,&array2);CHKERRQ(ierr);
8005       ierr = VecRestoreArrayRead(pcbddc->coarse_vec,(const PetscScalar**)&array);CHKERRQ(ierr);
8006       ierr = VecNormalize(nullv,NULL);CHKERRQ(ierr);
8007       ierr = MatNullSpaceCreate(PetscObjectComm((PetscObject)coarse_mat),PETSC_FALSE,1,&nullv,&CoarseNullSpace);CHKERRQ(ierr);
8008       ierr = VecDestroy(&nullv);CHKERRQ(ierr);
8009     }
8010   }
8011 
8012   if (pcbddc->coarse_ksp) {
8013     PetscBool ispreonly;
8014 
8015     if (CoarseNullSpace) {
8016       PetscBool isnull;
8017       ierr = MatNullSpaceTest(CoarseNullSpace,coarse_mat,&isnull);CHKERRQ(ierr);
8018       if (isnull) {
8019         ierr = MatSetNullSpace(coarse_mat,CoarseNullSpace);CHKERRQ(ierr);
8020       }
8021       /* TODO: add local nullspaces (if any) */
8022     }
8023     /* setup coarse ksp */
8024     ierr = KSPSetUp(pcbddc->coarse_ksp);CHKERRQ(ierr);
8025     /* Check coarse problem if in debug mode or if solving with an iterative method */
8026     ierr = PetscObjectTypeCompare((PetscObject)pcbddc->coarse_ksp,KSPPREONLY,&ispreonly);CHKERRQ(ierr);
8027     if (pcbddc->dbg_flag || (!ispreonly && pcbddc->use_coarse_estimates) ) {
8028       KSP       check_ksp;
8029       KSPType   check_ksp_type;
8030       PC        check_pc;
8031       Vec       check_vec,coarse_vec;
8032       PetscReal abs_infty_error,infty_error,lambda_min=1.0,lambda_max=1.0;
8033       PetscInt  its;
8034       PetscBool compute_eigs;
8035       PetscReal *eigs_r,*eigs_c;
8036       PetscInt  neigs;
8037       const char *prefix;
8038 
8039       /* Create ksp object suitable for estimation of extreme eigenvalues */
8040       ierr = KSPCreate(PetscObjectComm((PetscObject)pcbddc->coarse_ksp),&check_ksp);CHKERRQ(ierr);
8041       ierr = KSPSetErrorIfNotConverged(pcbddc->coarse_ksp,pc->erroriffailure);CHKERRQ(ierr);
8042       ierr = KSPSetOperators(check_ksp,coarse_mat,coarse_mat);CHKERRQ(ierr);
8043       ierr = KSPSetTolerances(check_ksp,1.e-12,1.e-12,PETSC_DEFAULT,pcbddc->coarse_size);CHKERRQ(ierr);
8044       /* prevent from setup unneeded object */
8045       ierr = KSPGetPC(check_ksp,&check_pc);CHKERRQ(ierr);
8046       ierr = PCSetType(check_pc,PCNONE);CHKERRQ(ierr);
8047       if (ispreonly) {
8048         check_ksp_type = KSPPREONLY;
8049         compute_eigs = PETSC_FALSE;
8050       } else {
8051         check_ksp_type = KSPGMRES;
8052         compute_eigs = PETSC_TRUE;
8053       }
8054       ierr = KSPSetType(check_ksp,check_ksp_type);CHKERRQ(ierr);
8055       ierr = KSPSetComputeSingularValues(check_ksp,compute_eigs);CHKERRQ(ierr);
8056       ierr = KSPSetComputeEigenvalues(check_ksp,compute_eigs);CHKERRQ(ierr);
8057       ierr = KSPGMRESSetRestart(check_ksp,pcbddc->coarse_size+1);CHKERRQ(ierr);
8058       ierr = KSPGetOptionsPrefix(pcbddc->coarse_ksp,&prefix);CHKERRQ(ierr);
8059       ierr = KSPSetOptionsPrefix(check_ksp,prefix);CHKERRQ(ierr);
8060       ierr = KSPAppendOptionsPrefix(check_ksp,"check_");CHKERRQ(ierr);
8061       ierr = KSPSetFromOptions(check_ksp);CHKERRQ(ierr);
8062       ierr = KSPSetUp(check_ksp);CHKERRQ(ierr);
8063       ierr = KSPGetPC(pcbddc->coarse_ksp,&check_pc);CHKERRQ(ierr);
8064       ierr = KSPSetPC(check_ksp,check_pc);CHKERRQ(ierr);
8065       /* create random vec */
8066       ierr = MatCreateVecs(coarse_mat,&coarse_vec,&check_vec);CHKERRQ(ierr);
8067       ierr = VecSetRandom(check_vec,NULL);CHKERRQ(ierr);
8068       ierr = MatMult(coarse_mat,check_vec,coarse_vec);CHKERRQ(ierr);
8069       /* solve coarse problem */
8070       ierr = KSPSolve(check_ksp,coarse_vec,coarse_vec);CHKERRQ(ierr);
8071       /* set eigenvalue estimation if preonly has not been requested */
8072       if (compute_eigs) {
8073         ierr = PetscMalloc1(pcbddc->coarse_size+1,&eigs_r);CHKERRQ(ierr);
8074         ierr = PetscMalloc1(pcbddc->coarse_size+1,&eigs_c);CHKERRQ(ierr);
8075         ierr = KSPComputeEigenvalues(check_ksp,pcbddc->coarse_size+1,eigs_r,eigs_c,&neigs);CHKERRQ(ierr);
8076         if (neigs) {
8077           lambda_max = eigs_r[neigs-1];
8078           lambda_min = eigs_r[0];
8079           if (pcbddc->use_coarse_estimates) {
8080             if (lambda_max>=lambda_min) { /* using PETSC_SMALL since lambda_max == lambda_min is not allowed by KSPChebyshevSetEigenvalues */
8081               ierr = KSPChebyshevSetEigenvalues(pcbddc->coarse_ksp,lambda_max+PETSC_SMALL,lambda_min);CHKERRQ(ierr);
8082               ierr = KSPRichardsonSetScale(pcbddc->coarse_ksp,2.0/(lambda_max+lambda_min));CHKERRQ(ierr);
8083             }
8084           }
8085         }
8086       }
8087 
8088       /* check coarse problem residual error */
8089       if (pcbddc->dbg_flag) {
8090         PetscViewer dbg_viewer = PETSC_VIEWER_STDOUT_(PetscObjectComm((PetscObject)pcbddc->coarse_ksp));
8091         ierr = PetscViewerASCIIAddTab(dbg_viewer,2*(pcbddc->current_level+1));CHKERRQ(ierr);
8092         ierr = VecAXPY(check_vec,-1.0,coarse_vec);CHKERRQ(ierr);
8093         ierr = VecNorm(check_vec,NORM_INFINITY,&infty_error);CHKERRQ(ierr);
8094         ierr = MatMult(coarse_mat,check_vec,coarse_vec);CHKERRQ(ierr);
8095         ierr = VecNorm(coarse_vec,NORM_INFINITY,&abs_infty_error);CHKERRQ(ierr);
8096         ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem details (use estimates %d)\n",pcbddc->use_coarse_estimates);CHKERRQ(ierr);
8097         ierr = PetscObjectPrintClassNamePrefixType((PetscObject)(pcbddc->coarse_ksp),dbg_viewer);CHKERRQ(ierr);
8098         ierr = PetscObjectPrintClassNamePrefixType((PetscObject)(check_pc),dbg_viewer);CHKERRQ(ierr);
8099         ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem exact infty_error   : %1.6e\n",infty_error);CHKERRQ(ierr);
8100         ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem residual infty_error: %1.6e\n",abs_infty_error);CHKERRQ(ierr);
8101         if (CoarseNullSpace) {
8102           ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem is singular\n");CHKERRQ(ierr);
8103         }
8104         if (compute_eigs) {
8105           PetscReal          lambda_max_s,lambda_min_s;
8106           KSPConvergedReason reason;
8107           ierr = KSPGetType(check_ksp,&check_ksp_type);CHKERRQ(ierr);
8108           ierr = KSPGetIterationNumber(check_ksp,&its);CHKERRQ(ierr);
8109           ierr = KSPGetConvergedReason(check_ksp,&reason);CHKERRQ(ierr);
8110           ierr = KSPComputeExtremeSingularValues(check_ksp,&lambda_max_s,&lambda_min_s);CHKERRQ(ierr);
8111           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);
8112           for (i=0;i<neigs;i++) {
8113             ierr = PetscViewerASCIIPrintf(dbg_viewer,"%1.6e %1.6ei\n",eigs_r[i],eigs_c[i]);CHKERRQ(ierr);
8114           }
8115         }
8116         ierr = PetscViewerFlush(dbg_viewer);CHKERRQ(ierr);
8117         ierr = PetscViewerASCIISubtractTab(dbg_viewer,2*(pcbddc->current_level+1));CHKERRQ(ierr);
8118       }
8119       ierr = VecDestroy(&check_vec);CHKERRQ(ierr);
8120       ierr = VecDestroy(&coarse_vec);CHKERRQ(ierr);
8121       ierr = KSPDestroy(&check_ksp);CHKERRQ(ierr);
8122       if (compute_eigs) {
8123         ierr = PetscFree(eigs_r);CHKERRQ(ierr);
8124         ierr = PetscFree(eigs_c);CHKERRQ(ierr);
8125       }
8126     }
8127   }
8128   ierr = MatNullSpaceDestroy(&CoarseNullSpace);CHKERRQ(ierr);
8129   /* print additional info */
8130   if (pcbddc->dbg_flag) {
8131     /* waits until all processes reaches this point */
8132     ierr = PetscBarrier((PetscObject)pc);CHKERRQ(ierr);
8133     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Coarse solver setup completed at level %d\n",pcbddc->current_level);CHKERRQ(ierr);
8134     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8135   }
8136 
8137   /* free memory */
8138   ierr = MatDestroy(&coarse_mat);CHKERRQ(ierr);
8139   PetscFunctionReturn(0);
8140 }
8141 
8142 PetscErrorCode PCBDDCComputePrimalNumbering(PC pc,PetscInt* coarse_size_n,PetscInt** local_primal_indices_n)
8143 {
8144   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
8145   PC_IS*         pcis = (PC_IS*)pc->data;
8146   Mat_IS*        matis = (Mat_IS*)pc->pmat->data;
8147   IS             subset,subset_mult,subset_n;
8148   PetscInt       local_size,coarse_size=0;
8149   PetscInt       *local_primal_indices=NULL;
8150   const PetscInt *t_local_primal_indices;
8151   PetscErrorCode ierr;
8152 
8153   PetscFunctionBegin;
8154   /* Compute global number of coarse dofs */
8155   if (pcbddc->local_primal_size && !pcbddc->local_primal_ref_node) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"BDDC ConstraintsSetUp should be called first");
8156   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)(pc->pmat)),pcbddc->local_primal_size_cc,pcbddc->local_primal_ref_node,PETSC_COPY_VALUES,&subset_n);CHKERRQ(ierr);
8157   ierr = ISLocalToGlobalMappingApplyIS(pcis->mapping,subset_n,&subset);CHKERRQ(ierr);
8158   ierr = ISDestroy(&subset_n);CHKERRQ(ierr);
8159   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)(pc->pmat)),pcbddc->local_primal_size_cc,pcbddc->local_primal_ref_mult,PETSC_COPY_VALUES,&subset_mult);CHKERRQ(ierr);
8160   ierr = ISRenumber(subset,subset_mult,&coarse_size,&subset_n);CHKERRQ(ierr);
8161   ierr = ISDestroy(&subset);CHKERRQ(ierr);
8162   ierr = ISDestroy(&subset_mult);CHKERRQ(ierr);
8163   ierr = ISGetLocalSize(subset_n,&local_size);CHKERRQ(ierr);
8164   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);
8165   ierr = PetscMalloc1(local_size,&local_primal_indices);CHKERRQ(ierr);
8166   ierr = ISGetIndices(subset_n,&t_local_primal_indices);CHKERRQ(ierr);
8167   ierr = PetscMemcpy(local_primal_indices,t_local_primal_indices,local_size*sizeof(PetscInt));CHKERRQ(ierr);
8168   ierr = ISRestoreIndices(subset_n,&t_local_primal_indices);CHKERRQ(ierr);
8169   ierr = ISDestroy(&subset_n);CHKERRQ(ierr);
8170 
8171   /* check numbering */
8172   if (pcbddc->dbg_flag) {
8173     PetscScalar coarsesum,*array,*array2;
8174     PetscInt    i;
8175     PetscBool   set_error = PETSC_FALSE,set_error_reduced = PETSC_FALSE;
8176 
8177     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8178     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
8179     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Check coarse indices\n");CHKERRQ(ierr);
8180     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8181     /* counter */
8182     ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
8183     ierr = VecSet(pcis->vec1_N,1.0);CHKERRQ(ierr);
8184     ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8185     ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8186     ierr = VecScatterBegin(matis->rctx,pcis->vec1_global,pcis->vec2_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8187     ierr = VecScatterEnd(matis->rctx,pcis->vec1_global,pcis->vec2_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8188     ierr = VecSet(pcis->vec1_N,0.0);CHKERRQ(ierr);
8189     for (i=0;i<pcbddc->local_primal_size;i++) {
8190       ierr = VecSetValue(pcis->vec1_N,pcbddc->primal_indices_local_idxs[i],1.0,INSERT_VALUES);CHKERRQ(ierr);
8191     }
8192     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
8193     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
8194     ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
8195     ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8196     ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8197     ierr = VecScatterBegin(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8198     ierr = VecScatterEnd(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8199     ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8200     ierr = VecGetArray(pcis->vec2_N,&array2);CHKERRQ(ierr);
8201     for (i=0;i<pcis->n;i++) {
8202       if (array[i] != 0.0 && array[i] != array2[i]) {
8203         PetscInt owned = (PetscInt)PetscRealPart(array[i]),gi;
8204         PetscInt neigh = (PetscInt)PetscRealPart(array2[i]);
8205         set_error = PETSC_TRUE;
8206         ierr = ISLocalToGlobalMappingApply(pcis->mapping,1,&i,&gi);CHKERRQ(ierr);
8207         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);
8208       }
8209     }
8210     ierr = VecRestoreArray(pcis->vec2_N,&array2);CHKERRQ(ierr);
8211     ierr = MPIU_Allreduce(&set_error,&set_error_reduced,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
8212     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8213     for (i=0;i<pcis->n;i++) {
8214       if (PetscRealPart(array[i]) > 0.0) array[i] = 1.0/PetscRealPart(array[i]);
8215     }
8216     ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8217     ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
8218     ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8219     ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8220     ierr = VecSum(pcis->vec1_global,&coarsesum);CHKERRQ(ierr);
8221     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Size of coarse problem is %d (%lf)\n",coarse_size,PetscRealPart(coarsesum));CHKERRQ(ierr);
8222     if (pcbddc->dbg_flag > 1 || set_error_reduced) {
8223       PetscInt *gidxs;
8224 
8225       ierr = PetscMalloc1(pcbddc->local_primal_size,&gidxs);CHKERRQ(ierr);
8226       ierr = ISLocalToGlobalMappingApply(pcis->mapping,pcbddc->local_primal_size,pcbddc->primal_indices_local_idxs,gidxs);CHKERRQ(ierr);
8227       ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Distribution of local primal indices\n");CHKERRQ(ierr);
8228       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8229       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d\n",PetscGlobalRank);CHKERRQ(ierr);
8230       for (i=0;i<pcbddc->local_primal_size;i++) {
8231         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);
8232       }
8233       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8234       ierr = PetscFree(gidxs);CHKERRQ(ierr);
8235     }
8236     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8237     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8238     if (set_error_reduced) SETERRQ(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"BDDC Numbering of coarse dofs failed");
8239   }
8240   /* ierr = PetscPrintf(PetscObjectComm((PetscObject)pc),"Size of coarse problem is %d\n",coarse_size);CHKERRQ(ierr); */
8241   /* get back data */
8242   *coarse_size_n = coarse_size;
8243   *local_primal_indices_n = local_primal_indices;
8244   PetscFunctionReturn(0);
8245 }
8246 
8247 PetscErrorCode PCBDDCGlobalToLocal(VecScatter g2l_ctx,Vec gwork, Vec lwork, IS globalis, IS* localis)
8248 {
8249   IS             localis_t;
8250   PetscInt       i,lsize,*idxs,n;
8251   PetscScalar    *vals;
8252   PetscErrorCode ierr;
8253 
8254   PetscFunctionBegin;
8255   /* get indices in local ordering exploiting local to global map */
8256   ierr = ISGetLocalSize(globalis,&lsize);CHKERRQ(ierr);
8257   ierr = PetscMalloc1(lsize,&vals);CHKERRQ(ierr);
8258   for (i=0;i<lsize;i++) vals[i] = 1.0;
8259   ierr = ISGetIndices(globalis,(const PetscInt**)&idxs);CHKERRQ(ierr);
8260   ierr = VecSet(gwork,0.0);CHKERRQ(ierr);
8261   ierr = VecSet(lwork,0.0);CHKERRQ(ierr);
8262   if (idxs) { /* multilevel guard */
8263     ierr = VecSetOption(gwork,VEC_IGNORE_NEGATIVE_INDICES,PETSC_TRUE);CHKERRQ(ierr);
8264     ierr = VecSetValues(gwork,lsize,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
8265   }
8266   ierr = VecAssemblyBegin(gwork);CHKERRQ(ierr);
8267   ierr = ISRestoreIndices(globalis,(const PetscInt**)&idxs);CHKERRQ(ierr);
8268   ierr = PetscFree(vals);CHKERRQ(ierr);
8269   ierr = VecAssemblyEnd(gwork);CHKERRQ(ierr);
8270   /* now compute set in local ordering */
8271   ierr = VecScatterBegin(g2l_ctx,gwork,lwork,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8272   ierr = VecScatterEnd(g2l_ctx,gwork,lwork,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8273   ierr = VecGetArrayRead(lwork,(const PetscScalar**)&vals);CHKERRQ(ierr);
8274   ierr = VecGetSize(lwork,&n);CHKERRQ(ierr);
8275   for (i=0,lsize=0;i<n;i++) {
8276     if (PetscRealPart(vals[i]) > 0.5) {
8277       lsize++;
8278     }
8279   }
8280   ierr = PetscMalloc1(lsize,&idxs);CHKERRQ(ierr);
8281   for (i=0,lsize=0;i<n;i++) {
8282     if (PetscRealPart(vals[i]) > 0.5) {
8283       idxs[lsize++] = i;
8284     }
8285   }
8286   ierr = VecRestoreArrayRead(lwork,(const PetscScalar**)&vals);CHKERRQ(ierr);
8287   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)gwork),lsize,idxs,PETSC_OWN_POINTER,&localis_t);CHKERRQ(ierr);
8288   *localis = localis_t;
8289   PetscFunctionReturn(0);
8290 }
8291 
8292 PetscErrorCode PCBDDCSetUpSubSchurs(PC pc)
8293 {
8294   PC_IS               *pcis=(PC_IS*)pc->data;
8295   PC_BDDC             *pcbddc=(PC_BDDC*)pc->data;
8296   PCBDDCSubSchurs     sub_schurs=pcbddc->sub_schurs;
8297   Mat                 S_j;
8298   PetscInt            *used_xadj,*used_adjncy;
8299   PetscBool           free_used_adj;
8300   PetscErrorCode      ierr;
8301 
8302   PetscFunctionBegin;
8303   /* decide the adjacency to be used for determining internal problems for local schur on subsets */
8304   free_used_adj = PETSC_FALSE;
8305   if (pcbddc->sub_schurs_layers == -1) {
8306     used_xadj = NULL;
8307     used_adjncy = NULL;
8308   } else {
8309     if (pcbddc->sub_schurs_use_useradj && pcbddc->mat_graph->xadj) {
8310       used_xadj = pcbddc->mat_graph->xadj;
8311       used_adjncy = pcbddc->mat_graph->adjncy;
8312     } else if (pcbddc->computed_rowadj) {
8313       used_xadj = pcbddc->mat_graph->xadj;
8314       used_adjncy = pcbddc->mat_graph->adjncy;
8315     } else {
8316       PetscBool      flg_row=PETSC_FALSE;
8317       const PetscInt *xadj,*adjncy;
8318       PetscInt       nvtxs;
8319 
8320       ierr = MatGetRowIJ(pcbddc->local_mat,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
8321       if (flg_row) {
8322         ierr = PetscMalloc2(nvtxs+1,&used_xadj,xadj[nvtxs],&used_adjncy);CHKERRQ(ierr);
8323         ierr = PetscMemcpy(used_xadj,xadj,(nvtxs+1)*sizeof(*xadj));CHKERRQ(ierr);
8324         ierr = PetscMemcpy(used_adjncy,adjncy,(xadj[nvtxs])*sizeof(*adjncy));CHKERRQ(ierr);
8325         free_used_adj = PETSC_TRUE;
8326       } else {
8327         pcbddc->sub_schurs_layers = -1;
8328         used_xadj = NULL;
8329         used_adjncy = NULL;
8330       }
8331       ierr = MatRestoreRowIJ(pcbddc->local_mat,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
8332     }
8333   }
8334 
8335   /* setup sub_schurs data */
8336   ierr = MatCreateSchurComplement(pcis->A_II,pcis->A_II,pcis->A_IB,pcis->A_BI,pcis->A_BB,&S_j);CHKERRQ(ierr);
8337   if (!sub_schurs->schur_explicit) {
8338     /* pcbddc->ksp_D up to date only if not using MatFactor with Schur complement support */
8339     ierr = MatSchurComplementSetKSP(S_j,pcbddc->ksp_D);CHKERRQ(ierr);
8340     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);
8341   } else {
8342     Mat       change = NULL;
8343     Vec       scaling = NULL;
8344     IS        change_primal = NULL, iP;
8345     PetscInt  benign_n;
8346     PetscBool reuse_solvers = (PetscBool)!pcbddc->use_change_of_basis;
8347     PetscBool isseqaij,need_change = PETSC_FALSE;
8348     PetscBool discrete_harmonic = PETSC_FALSE;
8349 
8350     if (!pcbddc->use_vertices && reuse_solvers) {
8351       PetscInt n_vertices;
8352 
8353       ierr = ISGetLocalSize(sub_schurs->is_vertices,&n_vertices);CHKERRQ(ierr);
8354       reuse_solvers = (PetscBool)!n_vertices;
8355     }
8356     ierr = PetscObjectTypeCompare((PetscObject)pcbddc->local_mat,MATSEQAIJ,&isseqaij);CHKERRQ(ierr);
8357     if (!isseqaij) {
8358       Mat_IS* matis = (Mat_IS*)pc->pmat->data;
8359       if (matis->A == pcbddc->local_mat) {
8360         ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
8361         ierr = MatConvert(matis->A,MATSEQAIJ,MAT_INITIAL_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
8362       } else {
8363         ierr = MatConvert(pcbddc->local_mat,MATSEQAIJ,MAT_INPLACE_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
8364       }
8365     }
8366     if (!pcbddc->benign_change_explicit) {
8367       benign_n = pcbddc->benign_n;
8368     } else {
8369       benign_n = 0;
8370     }
8371     /* sub_schurs->change is a local object; instead, PCBDDCConstraintsSetUp and the quantities used in the test below are logically collective on pc.
8372        We need a global reduction to avoid possible deadlocks.
8373        We assume that sub_schurs->change is created once, and then reused for different solves, unless the topography has been recomputed */
8374     if (pcbddc->adaptive_userdefined || (pcbddc->deluxe_zerorows && !pcbddc->use_change_of_basis)) {
8375       PetscBool have_loc_change = (PetscBool)(!!sub_schurs->change);
8376       ierr = MPIU_Allreduce(&have_loc_change,&need_change,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
8377       need_change = (PetscBool)(!need_change);
8378     }
8379     /* If the user defines additional constraints, we import them here.
8380        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 */
8381     if (need_change) {
8382       PC_IS   *pcisf;
8383       PC_BDDC *pcbddcf;
8384       PC      pcf;
8385 
8386       if (pcbddc->sub_schurs_rebuild) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Cannot compute change of basis with a different graph");
8387       ierr = PCCreate(PetscObjectComm((PetscObject)pc),&pcf);CHKERRQ(ierr);
8388       ierr = PCSetOperators(pcf,pc->mat,pc->pmat);CHKERRQ(ierr);
8389       ierr = PCSetType(pcf,PCBDDC);CHKERRQ(ierr);
8390 
8391       /* hacks */
8392       pcisf                        = (PC_IS*)pcf->data;
8393       pcisf->is_B_local            = pcis->is_B_local;
8394       pcisf->vec1_N                = pcis->vec1_N;
8395       pcisf->BtoNmap               = pcis->BtoNmap;
8396       pcisf->n                     = pcis->n;
8397       pcisf->n_B                   = pcis->n_B;
8398       pcbddcf                      = (PC_BDDC*)pcf->data;
8399       ierr                         = PetscFree(pcbddcf->mat_graph);CHKERRQ(ierr);
8400       pcbddcf->mat_graph           = pcbddc->mat_graph;
8401       pcbddcf->use_faces           = PETSC_TRUE;
8402       pcbddcf->use_change_of_basis = PETSC_TRUE;
8403       pcbddcf->use_change_on_faces = PETSC_TRUE;
8404       pcbddcf->use_qr_single       = PETSC_TRUE;
8405       pcbddcf->fake_change         = PETSC_TRUE;
8406 
8407       /* setup constraints so that we can get information on primal vertices and change of basis (in local numbering) */
8408       ierr = PCBDDCConstraintsSetUp(pcf);CHKERRQ(ierr);
8409       sub_schurs->change_with_qr = pcbddcf->use_qr_single;
8410       ierr = ISCreateGeneral(PETSC_COMM_SELF,pcbddcf->n_vertices,pcbddcf->local_primal_ref_node,PETSC_COPY_VALUES,&change_primal);CHKERRQ(ierr);
8411       change = pcbddcf->ConstraintMatrix;
8412       pcbddcf->ConstraintMatrix = NULL;
8413 
8414       /* free unneeded memory allocated in PCBDDCConstraintsSetUp */
8415       ierr = PetscFree(pcbddcf->sub_schurs);CHKERRQ(ierr);
8416       ierr = MatNullSpaceDestroy(&pcbddcf->onearnullspace);CHKERRQ(ierr);
8417       ierr = PetscFree2(pcbddcf->local_primal_ref_node,pcbddcf->local_primal_ref_mult);CHKERRQ(ierr);
8418       ierr = PetscFree(pcbddcf->primal_indices_local_idxs);CHKERRQ(ierr);
8419       ierr = PetscFree(pcbddcf->onearnullvecs_state);CHKERRQ(ierr);
8420       ierr = PetscFree(pcf->data);CHKERRQ(ierr);
8421       pcf->ops->destroy = NULL;
8422       pcf->ops->reset   = NULL;
8423       ierr = PCDestroy(&pcf);CHKERRQ(ierr);
8424     }
8425     if (!pcbddc->use_deluxe_scaling) scaling = pcis->D;
8426 
8427     ierr = PetscObjectQuery((PetscObject)pc,"__KSPFETIDP_iP",(PetscObject*)&iP);CHKERRQ(ierr);
8428     if (iP) {
8429       ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)iP),sub_schurs->prefix,"BDDC sub_schurs options","PC");CHKERRQ(ierr);
8430       ierr = PetscOptionsBool("-sub_schurs_discrete_harmonic",NULL,NULL,discrete_harmonic,&discrete_harmonic,NULL);CHKERRQ(ierr);
8431       ierr = PetscOptionsEnd();CHKERRQ(ierr);
8432     }
8433     if (discrete_harmonic) {
8434       Mat A;
8435       ierr = MatDuplicate(pcbddc->local_mat,MAT_COPY_VALUES,&A);CHKERRQ(ierr);
8436       ierr = MatZeroRowsColumnsIS(A,iP,1.0,NULL,NULL);CHKERRQ(ierr);
8437       ierr = PetscObjectCompose((PetscObject)A,"__KSPFETIDP_iP",(PetscObject)iP);CHKERRQ(ierr);
8438       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);
8439       ierr = MatDestroy(&A);CHKERRQ(ierr);
8440     } else {
8441       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);
8442     }
8443     ierr = MatDestroy(&change);CHKERRQ(ierr);
8444     ierr = ISDestroy(&change_primal);CHKERRQ(ierr);
8445   }
8446   ierr = MatDestroy(&S_j);CHKERRQ(ierr);
8447 
8448   /* free adjacency */
8449   if (free_used_adj) {
8450     ierr = PetscFree2(used_xadj,used_adjncy);CHKERRQ(ierr);
8451   }
8452   PetscFunctionReturn(0);
8453 }
8454 
8455 PetscErrorCode PCBDDCInitSubSchurs(PC pc)
8456 {
8457   PC_IS               *pcis=(PC_IS*)pc->data;
8458   PC_BDDC             *pcbddc=(PC_BDDC*)pc->data;
8459   PCBDDCGraph         graph;
8460   PetscErrorCode      ierr;
8461 
8462   PetscFunctionBegin;
8463   /* attach interface graph for determining subsets */
8464   if (pcbddc->sub_schurs_rebuild) { /* in case rebuild has been requested, it uses a graph generated only by the neighbouring information */
8465     IS       verticesIS,verticescomm;
8466     PetscInt vsize,*idxs;
8467 
8468     ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,NULL,NULL,NULL,NULL,&verticesIS);CHKERRQ(ierr);
8469     ierr = ISGetSize(verticesIS,&vsize);CHKERRQ(ierr);
8470     ierr = ISGetIndices(verticesIS,(const PetscInt**)&idxs);CHKERRQ(ierr);
8471     ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),vsize,idxs,PETSC_COPY_VALUES,&verticescomm);CHKERRQ(ierr);
8472     ierr = ISRestoreIndices(verticesIS,(const PetscInt**)&idxs);CHKERRQ(ierr);
8473     ierr = PCBDDCGraphRestoreCandidatesIS(pcbddc->mat_graph,NULL,NULL,NULL,NULL,&verticesIS);CHKERRQ(ierr);
8474     ierr = PCBDDCGraphCreate(&graph);CHKERRQ(ierr);
8475     ierr = PCBDDCGraphInit(graph,pcbddc->mat_graph->l2gmap,pcbddc->mat_graph->nvtxs_global,pcbddc->graphmaxcount);CHKERRQ(ierr);
8476     ierr = PCBDDCGraphSetUp(graph,pcbddc->mat_graph->custom_minimal_size,NULL,pcbddc->DirichletBoundariesLocal,0,NULL,verticescomm);CHKERRQ(ierr);
8477     ierr = ISDestroy(&verticescomm);CHKERRQ(ierr);
8478     ierr = PCBDDCGraphComputeConnectedComponents(graph);CHKERRQ(ierr);
8479   } else {
8480     graph = pcbddc->mat_graph;
8481   }
8482   /* print some info */
8483   if (pcbddc->dbg_flag && !pcbddc->sub_schurs_rebuild) {
8484     IS       vertices;
8485     PetscInt nv,nedges,nfaces;
8486     ierr = PCBDDCGraphASCIIView(graph,pcbddc->dbg_flag,pcbddc->dbg_viewer);CHKERRQ(ierr);
8487     ierr = PCBDDCGraphGetCandidatesIS(graph,&nfaces,NULL,&nedges,NULL,&vertices);CHKERRQ(ierr);
8488     ierr = ISGetSize(vertices,&nv);CHKERRQ(ierr);
8489     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8490     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"--------------------------------------------------------------\n");CHKERRQ(ierr);
8491     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate vertices (%d)\n",PetscGlobalRank,nv,pcbddc->use_vertices);CHKERRQ(ierr);
8492     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate edges    (%d)\n",PetscGlobalRank,nedges,pcbddc->use_edges);CHKERRQ(ierr);
8493     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate faces    (%d)\n",PetscGlobalRank,nfaces,pcbddc->use_faces);CHKERRQ(ierr);
8494     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8495     ierr = PetscViewerASCIIPopSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8496     ierr = PCBDDCGraphRestoreCandidatesIS(graph,&nfaces,NULL,&nedges,NULL,&vertices);CHKERRQ(ierr);
8497   }
8498 
8499   /* sub_schurs init */
8500   if (!pcbddc->sub_schurs) {
8501     ierr = PCBDDCSubSchursCreate(&pcbddc->sub_schurs);CHKERRQ(ierr);
8502   }
8503   ierr = PCBDDCSubSchursInit(pcbddc->sub_schurs,pcis->is_I_local,pcis->is_B_local,graph,pcis->BtoNmap,pcbddc->sub_schurs_rebuild);CHKERRQ(ierr);
8504   pcbddc->sub_schurs->prefix = ((PetscObject)pc)->prefix;
8505 
8506   /* free graph struct */
8507   if (pcbddc->sub_schurs_rebuild) {
8508     ierr = PCBDDCGraphDestroy(&graph);CHKERRQ(ierr);
8509   }
8510   PetscFunctionReturn(0);
8511 }
8512 
8513 PetscErrorCode PCBDDCCheckOperator(PC pc)
8514 {
8515   PC_IS               *pcis=(PC_IS*)pc->data;
8516   PC_BDDC             *pcbddc=(PC_BDDC*)pc->data;
8517   PetscErrorCode      ierr;
8518 
8519   PetscFunctionBegin;
8520   if (pcbddc->n_vertices == pcbddc->local_primal_size) {
8521     IS             zerodiag = NULL;
8522     Mat            S_j,B0_B=NULL;
8523     Vec            dummy_vec=NULL,vec_check_B,vec_scale_P;
8524     PetscScalar    *p0_check,*array,*array2;
8525     PetscReal      norm;
8526     PetscInt       i;
8527 
8528     /* B0 and B0_B */
8529     if (zerodiag) {
8530       IS       dummy;
8531 
8532       ierr = ISCreateStride(PETSC_COMM_SELF,pcbddc->benign_n,0,1,&dummy);CHKERRQ(ierr);
8533       ierr = MatCreateSubMatrix(pcbddc->benign_B0,dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B0_B);CHKERRQ(ierr);
8534       ierr = MatCreateVecs(B0_B,NULL,&dummy_vec);CHKERRQ(ierr);
8535       ierr = ISDestroy(&dummy);CHKERRQ(ierr);
8536     }
8537     /* I need a primal vector to scale primal nodes since BDDC sums contibutions */
8538     ierr = VecDuplicate(pcbddc->vec1_P,&vec_scale_P);CHKERRQ(ierr);
8539     ierr = VecSet(pcbddc->vec1_P,1.0);CHKERRQ(ierr);
8540     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8541     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8542     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,vec_scale_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8543     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,vec_scale_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8544     ierr = VecReciprocal(vec_scale_P);CHKERRQ(ierr);
8545     /* S_j */
8546     ierr = MatCreateSchurComplement(pcis->A_II,pcis->A_II,pcis->A_IB,pcis->A_BI,pcis->A_BB,&S_j);CHKERRQ(ierr);
8547     ierr = MatSchurComplementSetKSP(S_j,pcbddc->ksp_D);CHKERRQ(ierr);
8548 
8549     /* mimic vector in \widetilde{W}_\Gamma */
8550     ierr = VecSetRandom(pcis->vec1_N,NULL);CHKERRQ(ierr);
8551     /* continuous in primal space */
8552     ierr = VecSetRandom(pcbddc->coarse_vec,NULL);CHKERRQ(ierr);
8553     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8554     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8555     ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8556     ierr = PetscCalloc1(pcbddc->benign_n,&p0_check);CHKERRQ(ierr);
8557     for (i=0;i<pcbddc->benign_n;i++) p0_check[i] = array[pcbddc->local_primal_size-pcbddc->benign_n+i];
8558     ierr = VecSetValues(pcis->vec1_N,pcbddc->local_primal_size,pcbddc->local_primal_ref_node,array,INSERT_VALUES);CHKERRQ(ierr);
8559     ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8560     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
8561     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
8562     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->vec2_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8563     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_N,pcis->vec2_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8564     ierr = VecDuplicate(pcis->vec2_B,&vec_check_B);CHKERRQ(ierr);
8565     ierr = VecCopy(pcis->vec2_B,vec_check_B);CHKERRQ(ierr);
8566 
8567     /* assemble rhs for coarse problem */
8568     /* widetilde{S}_\Gamma w_\Gamma + \widetilde{B0}^T_B p0 */
8569     /* local with Schur */
8570     ierr = MatMult(S_j,pcis->vec2_B,pcis->vec1_B);CHKERRQ(ierr);
8571     if (zerodiag) {
8572       ierr = VecGetArray(dummy_vec,&array);CHKERRQ(ierr);
8573       for (i=0;i<pcbddc->benign_n;i++) array[i] = p0_check[i];
8574       ierr = VecRestoreArray(dummy_vec,&array);CHKERRQ(ierr);
8575       ierr = MatMultTransposeAdd(B0_B,dummy_vec,pcis->vec1_B,pcis->vec1_B);CHKERRQ(ierr);
8576     }
8577     /* sum on primal nodes the local contributions */
8578     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_B,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8579     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_B,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8580     ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8581     ierr = VecGetArray(pcbddc->vec1_P,&array2);CHKERRQ(ierr);
8582     for (i=0;i<pcbddc->local_primal_size;i++) array2[i] = array[pcbddc->local_primal_ref_node[i]];
8583     ierr = VecRestoreArray(pcbddc->vec1_P,&array2);CHKERRQ(ierr);
8584     ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8585     ierr = VecSet(pcbddc->coarse_vec,0.);CHKERRQ(ierr);
8586     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8587     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8588     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8589     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8590     ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8591     /* scale primal nodes (BDDC sums contibutions) */
8592     ierr = VecPointwiseMult(pcbddc->vec1_P,vec_scale_P,pcbddc->vec1_P);CHKERRQ(ierr);
8593     ierr = VecSetValues(pcis->vec1_N,pcbddc->local_primal_size,pcbddc->local_primal_ref_node,array,INSERT_VALUES);CHKERRQ(ierr);
8594     ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8595     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
8596     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
8597     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8598     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8599     /* global: \widetilde{B0}_B w_\Gamma */
8600     if (zerodiag) {
8601       ierr = MatMult(B0_B,pcis->vec2_B,dummy_vec);CHKERRQ(ierr);
8602       ierr = VecGetArray(dummy_vec,&array);CHKERRQ(ierr);
8603       for (i=0;i<pcbddc->benign_n;i++) pcbddc->benign_p0[i] = array[i];
8604       ierr = VecRestoreArray(dummy_vec,&array);CHKERRQ(ierr);
8605     }
8606     /* BDDC */
8607     ierr = VecSet(pcis->vec1_D,0.);CHKERRQ(ierr);
8608     ierr = PCBDDCApplyInterfacePreconditioner(pc,PETSC_FALSE);CHKERRQ(ierr);
8609 
8610     ierr = VecCopy(pcis->vec1_B,pcis->vec2_B);CHKERRQ(ierr);
8611     ierr = VecAXPY(pcis->vec1_B,-1.0,vec_check_B);CHKERRQ(ierr);
8612     ierr = VecNorm(pcis->vec1_B,NORM_INFINITY,&norm);CHKERRQ(ierr);
8613     PetscPrintf(PETSC_COMM_SELF,"[%d] BDDC local error is %1.4e\n",PetscGlobalRank,norm);
8614     for (i=0;i<pcbddc->benign_n;i++) {
8615       PetscPrintf(PETSC_COMM_SELF,"[%d] BDDC p0[%d] error is %1.4e\n",PetscGlobalRank,i,PetscAbsScalar(pcbddc->benign_p0[i]-p0_check[i]));
8616     }
8617     ierr = PetscFree(p0_check);CHKERRQ(ierr);
8618     ierr = VecDestroy(&vec_scale_P);CHKERRQ(ierr);
8619     ierr = VecDestroy(&vec_check_B);CHKERRQ(ierr);
8620     ierr = VecDestroy(&dummy_vec);CHKERRQ(ierr);
8621     ierr = MatDestroy(&S_j);CHKERRQ(ierr);
8622     ierr = MatDestroy(&B0_B);CHKERRQ(ierr);
8623   }
8624   PetscFunctionReturn(0);
8625 }
8626 
8627 #include <../src/mat/impls/aij/mpi/mpiaij.h>
8628 PetscErrorCode MatMPIAIJRestrict(Mat A, MPI_Comm ccomm, Mat *B)
8629 {
8630   Mat            At;
8631   IS             rows;
8632   PetscInt       rst,ren;
8633   PetscErrorCode ierr;
8634   PetscLayout    rmap;
8635 
8636   PetscFunctionBegin;
8637   rst = ren = 0;
8638   if (ccomm != MPI_COMM_NULL) {
8639     ierr = PetscLayoutCreate(ccomm,&rmap);CHKERRQ(ierr);
8640     ierr = PetscLayoutSetSize(rmap,A->rmap->N);CHKERRQ(ierr);
8641     ierr = PetscLayoutSetBlockSize(rmap,1);CHKERRQ(ierr);
8642     ierr = PetscLayoutSetUp(rmap);CHKERRQ(ierr);
8643     ierr = PetscLayoutGetRange(rmap,&rst,&ren);CHKERRQ(ierr);
8644   }
8645   ierr = ISCreateStride(PetscObjectComm((PetscObject)A),ren-rst,rst,1,&rows);CHKERRQ(ierr);
8646   ierr = MatCreateSubMatrix(A,rows,NULL,MAT_INITIAL_MATRIX,&At);CHKERRQ(ierr);
8647   ierr = ISDestroy(&rows);CHKERRQ(ierr);
8648 
8649   if (ccomm != MPI_COMM_NULL) {
8650     Mat_MPIAIJ *a,*b;
8651     IS         from,to;
8652     Vec        gvec;
8653     PetscInt   lsize;
8654 
8655     ierr = MatCreate(ccomm,B);CHKERRQ(ierr);
8656     ierr = MatSetSizes(*B,ren-rst,PETSC_DECIDE,PETSC_DECIDE,At->cmap->N);CHKERRQ(ierr);
8657     ierr = MatSetType(*B,MATAIJ);CHKERRQ(ierr);
8658     ierr = PetscLayoutDestroy(&((*B)->rmap));CHKERRQ(ierr);
8659     ierr = PetscLayoutSetUp((*B)->cmap);CHKERRQ(ierr);
8660     a    = (Mat_MPIAIJ*)At->data;
8661     b    = (Mat_MPIAIJ*)(*B)->data;
8662     ierr = MPI_Comm_size(ccomm,&b->size);CHKERRQ(ierr);
8663     ierr = MPI_Comm_rank(ccomm,&b->rank);CHKERRQ(ierr);
8664     ierr = PetscObjectReference((PetscObject)a->A);CHKERRQ(ierr);
8665     ierr = PetscObjectReference((PetscObject)a->B);CHKERRQ(ierr);
8666     b->A = a->A;
8667     b->B = a->B;
8668 
8669     b->donotstash      = a->donotstash;
8670     b->roworiented     = a->roworiented;
8671     b->rowindices      = 0;
8672     b->rowvalues       = 0;
8673     b->getrowactive    = PETSC_FALSE;
8674 
8675     (*B)->rmap         = rmap;
8676     (*B)->factortype   = A->factortype;
8677     (*B)->assembled    = PETSC_TRUE;
8678     (*B)->insertmode   = NOT_SET_VALUES;
8679     (*B)->preallocated = PETSC_TRUE;
8680 
8681     if (a->colmap) {
8682 #if defined(PETSC_USE_CTABLE)
8683       ierr = PetscTableCreateCopy(a->colmap,&b->colmap);CHKERRQ(ierr);
8684 #else
8685       ierr = PetscMalloc1(At->cmap->N,&b->colmap);CHKERRQ(ierr);
8686       ierr = PetscLogObjectMemory((PetscObject)*B,At->cmap->N*sizeof(PetscInt));CHKERRQ(ierr);
8687       ierr = PetscMemcpy(b->colmap,a->colmap,At->cmap->N*sizeof(PetscInt));CHKERRQ(ierr);
8688 #endif
8689     } else b->colmap = 0;
8690     if (a->garray) {
8691       PetscInt len;
8692       len  = a->B->cmap->n;
8693       ierr = PetscMalloc1(len+1,&b->garray);CHKERRQ(ierr);
8694       ierr = PetscLogObjectMemory((PetscObject)(*B),len*sizeof(PetscInt));CHKERRQ(ierr);
8695       if (len) { ierr = PetscMemcpy(b->garray,a->garray,len*sizeof(PetscInt));CHKERRQ(ierr); }
8696     } else b->garray = 0;
8697 
8698     ierr    = PetscObjectReference((PetscObject)a->lvec);CHKERRQ(ierr);
8699     b->lvec = a->lvec;
8700     ierr    = PetscLogObjectParent((PetscObject)*B,(PetscObject)b->lvec);CHKERRQ(ierr);
8701 
8702     /* cannot use VecScatterCopy */
8703     ierr = VecGetLocalSize(b->lvec,&lsize);CHKERRQ(ierr);
8704     ierr = ISCreateGeneral(ccomm,lsize,b->garray,PETSC_USE_POINTER,&from);CHKERRQ(ierr);
8705     ierr = ISCreateStride(PETSC_COMM_SELF,lsize,0,1,&to);CHKERRQ(ierr);
8706     ierr = MatCreateVecs(*B,&gvec,NULL);CHKERRQ(ierr);
8707     ierr = VecScatterCreate(gvec,from,b->lvec,to,&b->Mvctx);CHKERRQ(ierr);
8708     ierr = PetscLogObjectParent((PetscObject)*B,(PetscObject)b->Mvctx);CHKERRQ(ierr);
8709     ierr = ISDestroy(&from);CHKERRQ(ierr);
8710     ierr = ISDestroy(&to);CHKERRQ(ierr);
8711     ierr = VecDestroy(&gvec);CHKERRQ(ierr);
8712   }
8713   ierr = MatDestroy(&At);CHKERRQ(ierr);
8714   PetscFunctionReturn(0);
8715 }
8716