xref: /petsc/src/ksp/pc/impls/bddc/bddcprivate.c (revision 17403302f25e9421e1d9eccc4e2b2db185cb004e)
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 <../src/mat/impls/dense/seq/dense.h>
5 #include <petscdmplex.h>
6 #include <petscblaslapack.h>
7 #include <petsc/private/sfimpl.h>
8 #include <petsc/private/dmpleximpl.h>
9 #include <petscdmda.h>
10 
11 static PetscErrorCode MatMPIAIJRestrict(Mat,MPI_Comm,Mat*);
12 
13 /* if range is true,  it returns B s.t. span{B} = range(A)
14    if range is false, it returns B s.t. range(B) _|_ range(A) */
15 PetscErrorCode MatDenseOrthogonalRangeOrComplement(Mat A, PetscBool range, PetscInt lw, PetscScalar *work, PetscReal *rwork, Mat *B)
16 {
17 #if !defined(PETSC_USE_COMPLEX)
18   PetscScalar    *uwork,*data,*U, ds = 0.;
19   PetscReal      *sing;
20   PetscBLASInt   bM,bN,lwork,lierr,di = 1;
21   PetscInt       ulw,i,nr,nc,n;
22   PetscErrorCode ierr;
23 
24   PetscFunctionBegin;
25 #if defined(PETSC_MISSING_LAPACK_GESVD)
26   SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"LAPACK _GESVD not available");
27 #else
28   ierr = MatGetSize(A,&nr,&nc);CHKERRQ(ierr);
29   if (!nr || !nc) PetscFunctionReturn(0);
30 
31   /* workspace */
32   if (!work) {
33     ulw  = PetscMax(PetscMax(1,5*PetscMin(nr,nc)),3*PetscMin(nr,nc)+PetscMax(nr,nc));
34     ierr = PetscMalloc1(ulw,&uwork);CHKERRQ(ierr);
35   } else {
36     ulw   = lw;
37     uwork = work;
38   }
39   n = PetscMin(nr,nc);
40   if (!rwork) {
41     ierr = PetscMalloc1(n,&sing);CHKERRQ(ierr);
42   } else {
43     sing = rwork;
44   }
45 
46   /* SVD */
47   ierr = PetscMalloc1(nr*nr,&U);CHKERRQ(ierr);
48   ierr = PetscBLASIntCast(nr,&bM);CHKERRQ(ierr);
49   ierr = PetscBLASIntCast(nc,&bN);CHKERRQ(ierr);
50   ierr = PetscBLASIntCast(ulw,&lwork);CHKERRQ(ierr);
51   ierr = MatDenseGetArray(A,&data);CHKERRQ(ierr);
52   ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
53   PetscStackCallBLAS("LAPACKgesvd",LAPACKgesvd_("A","N",&bM,&bN,data,&bM,sing,U,&bM,&ds,&di,uwork,&lwork,&lierr));
54   ierr = PetscFPTrapPop();CHKERRQ(ierr);
55   if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in GESVD Lapack routine %d",(int)lierr);
56   ierr = MatDenseRestoreArray(A,&data);CHKERRQ(ierr);
57   for (i=0;i<n;i++) if (sing[i] < PETSC_SMALL) break;
58   if (!rwork) {
59     ierr = PetscFree(sing);CHKERRQ(ierr);
60   }
61   if (!work) {
62     ierr = PetscFree(uwork);CHKERRQ(ierr);
63   }
64   /* create B */
65   if (!range) {
66     ierr = MatCreateSeqDense(PETSC_COMM_SELF,nr,nr-i,NULL,B);CHKERRQ(ierr);
67     ierr = MatDenseGetArray(*B,&data);CHKERRQ(ierr);
68     ierr = PetscArraycpy(data,U+nr*i,(nr-i)*nr);CHKERRQ(ierr);
69   } else {
70     ierr = MatCreateSeqDense(PETSC_COMM_SELF,nr,i,NULL,B);CHKERRQ(ierr);
71     ierr = MatDenseGetArray(*B,&data);CHKERRQ(ierr);
72     ierr = PetscArraycpy(data,U,i*nr);CHKERRQ(ierr);
73   }
74   ierr = MatDenseRestoreArray(*B,&data);CHKERRQ(ierr);
75   ierr = PetscFree(U);CHKERRQ(ierr);
76 #endif
77 #else /* PETSC_USE_COMPLEX */
78   PetscFunctionBegin;
79   SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Not implemented for complexes");
80 #endif
81   PetscFunctionReturn(0);
82 }
83 
84 /* TODO REMOVE */
85 #if defined(PRINT_GDET)
86 static int inc = 0;
87 static int lev = 0;
88 #endif
89 
90 PetscErrorCode PCBDDCComputeNedelecChangeEdge(Mat lG, IS edge, IS extrow, IS extcol, IS corners, Mat* Gins, Mat* GKins, PetscScalar cvals[2], PetscScalar *work, PetscReal *rwork)
91 {
92   PetscErrorCode ierr;
93   Mat            GE,GEd;
94   PetscInt       rsize,csize,esize;
95   PetscScalar    *ptr;
96 
97   PetscFunctionBegin;
98   ierr = ISGetSize(edge,&esize);CHKERRQ(ierr);
99   if (!esize) PetscFunctionReturn(0);
100   ierr = ISGetSize(extrow,&rsize);CHKERRQ(ierr);
101   ierr = ISGetSize(extcol,&csize);CHKERRQ(ierr);
102 
103   /* gradients */
104   ptr  = work + 5*esize;
105   ierr = MatCreateSubMatrix(lG,extrow,extcol,MAT_INITIAL_MATRIX,&GE);CHKERRQ(ierr);
106   ierr = MatCreateSeqDense(PETSC_COMM_SELF,rsize,csize,ptr,Gins);CHKERRQ(ierr);
107   ierr = MatConvert(GE,MATSEQDENSE,MAT_REUSE_MATRIX,Gins);CHKERRQ(ierr);
108   ierr = MatDestroy(&GE);CHKERRQ(ierr);
109 
110   /* constants */
111   ptr += rsize*csize;
112   ierr = MatCreateSeqDense(PETSC_COMM_SELF,esize,csize,ptr,&GEd);CHKERRQ(ierr);
113   ierr = MatCreateSubMatrix(lG,edge,extcol,MAT_INITIAL_MATRIX,&GE);CHKERRQ(ierr);
114   ierr = MatConvert(GE,MATSEQDENSE,MAT_REUSE_MATRIX,&GEd);CHKERRQ(ierr);
115   ierr = MatDestroy(&GE);CHKERRQ(ierr);
116   ierr = MatDenseOrthogonalRangeOrComplement(GEd,PETSC_FALSE,5*esize,work,rwork,GKins);CHKERRQ(ierr);
117   ierr = MatDestroy(&GEd);CHKERRQ(ierr);
118 
119   if (corners) {
120     Mat               GEc;
121     const PetscScalar *vals;
122     PetscScalar       v;
123 
124     ierr = MatCreateSubMatrix(lG,edge,corners,MAT_INITIAL_MATRIX,&GEc);CHKERRQ(ierr);
125     ierr = MatTransposeMatMult(GEc,*GKins,MAT_INITIAL_MATRIX,1.0,&GEd);CHKERRQ(ierr);
126     ierr = MatDenseGetArrayRead(GEd,&vals);CHKERRQ(ierr);
127     /* v    = PetscAbsScalar(vals[0]) */;
128     v    = 1.;
129     cvals[0] = vals[0]/v;
130     cvals[1] = vals[1]/v;
131     ierr = MatDenseRestoreArrayRead(GEd,&vals);CHKERRQ(ierr);
132     ierr = MatScale(*GKins,1./v);CHKERRQ(ierr);
133 #if defined(PRINT_GDET)
134     {
135       PetscViewer viewer;
136       char filename[256];
137       sprintf(filename,"Gdet_l%d_r%d_cc%d.m",lev,PetscGlobalRank,inc++);
138       ierr = PetscViewerASCIIOpen(PETSC_COMM_SELF,filename,&viewer);CHKERRQ(ierr);
139       ierr = PetscViewerPushFormat(viewer,PETSC_VIEWER_ASCII_MATLAB);CHKERRQ(ierr);
140       ierr = PetscObjectSetName((PetscObject)GEc,"GEc");CHKERRQ(ierr);
141       ierr = MatView(GEc,viewer);CHKERRQ(ierr);
142       ierr = PetscObjectSetName((PetscObject)(*GKins),"GK");CHKERRQ(ierr);
143       ierr = MatView(*GKins,viewer);CHKERRQ(ierr);
144       ierr = PetscObjectSetName((PetscObject)GEd,"Gproj");CHKERRQ(ierr);
145       ierr = MatView(GEd,viewer);CHKERRQ(ierr);
146       ierr = PetscViewerDestroy(&viewer);CHKERRQ(ierr);
147     }
148 #endif
149     ierr = MatDestroy(&GEd);CHKERRQ(ierr);
150     ierr = MatDestroy(&GEc);CHKERRQ(ierr);
151   }
152 
153   PetscFunctionReturn(0);
154 }
155 
156 PetscErrorCode PCBDDCNedelecSupport(PC pc)
157 {
158   PC_BDDC                *pcbddc = (PC_BDDC*)pc->data;
159   Mat_IS                 *matis = (Mat_IS*)pc->pmat->data;
160   Mat                    G,T,conn,lG,lGt,lGis,lGall,lGe,lGinit;
161   Vec                    tvec;
162   PetscSF                sfv;
163   ISLocalToGlobalMapping el2g,vl2g,fl2g,al2g;
164   MPI_Comm               comm;
165   IS                     lned,primals,allprimals,nedfieldlocal;
166   IS                     *eedges,*extrows,*extcols,*alleedges;
167   PetscBT                btv,bte,btvc,btb,btbd,btvcand,btvi,btee,bter;
168   PetscScalar            *vals,*work;
169   PetscReal              *rwork;
170   const PetscInt         *idxs,*ii,*jj,*iit,*jjt;
171   PetscInt               ne,nv,Lv,order,n,field;
172   PetscInt               n_neigh,*neigh,*n_shared,**shared;
173   PetscInt               i,j,extmem,cum,maxsize,nee;
174   PetscInt               *extrow,*extrowcum,*marks,*vmarks,*gidxs;
175   PetscInt               *sfvleaves,*sfvroots;
176   PetscInt               *corners,*cedges;
177   PetscInt               *ecount,**eneighs,*vcount,**vneighs;
178 #if defined(PETSC_USE_DEBUG)
179   PetscInt               *emarks;
180 #endif
181   PetscBool              print,eerr,done,lrc[2],conforming,global,singular,setprimal;
182   PetscErrorCode         ierr;
183 
184   PetscFunctionBegin;
185   /* If the discrete gradient is defined for a subset of dofs and global is true,
186      it assumes G is given in global ordering for all the dofs.
187      Otherwise, the ordering is global for the Nedelec field */
188   order      = pcbddc->nedorder;
189   conforming = pcbddc->conforming;
190   field      = pcbddc->nedfield;
191   global     = pcbddc->nedglobal;
192   setprimal  = PETSC_FALSE;
193   print      = PETSC_FALSE;
194   singular   = PETSC_FALSE;
195 
196   /* Command line customization */
197   ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)pc),((PetscObject)pc)->prefix,"BDDC Nedelec options","PC");CHKERRQ(ierr);
198   ierr = PetscOptionsBool("-pc_bddc_nedelec_field_primal","All edge dofs set as primals: Toselli's algorithm C",NULL,setprimal,&setprimal,NULL);CHKERRQ(ierr);
199   ierr = PetscOptionsBool("-pc_bddc_nedelec_singular","Infer nullspace from discrete gradient",NULL,singular,&singular,NULL);CHKERRQ(ierr);
200   ierr = PetscOptionsInt("-pc_bddc_nedelec_order","Test variable order code (to be removed)",NULL,order,&order,NULL);CHKERRQ(ierr);
201   /* print debug info TODO: to be removed */
202   ierr = PetscOptionsBool("-pc_bddc_nedelec_print","Print debug info",NULL,print,&print,NULL);CHKERRQ(ierr);
203   ierr = PetscOptionsEnd();CHKERRQ(ierr);
204 
205   /* Return if there are no edges in the decomposition and the problem is not singular */
206   ierr = MatGetLocalToGlobalMapping(pc->pmat,&al2g,NULL);CHKERRQ(ierr);
207   ierr = ISLocalToGlobalMappingGetSize(al2g,&n);CHKERRQ(ierr);
208   ierr = PetscObjectGetComm((PetscObject)pc,&comm);CHKERRQ(ierr);
209   if (!singular) {
210     ierr   = VecGetArrayRead(matis->counter,(const PetscScalar**)&vals);CHKERRQ(ierr);
211     lrc[0] = PETSC_FALSE;
212     for (i=0;i<n;i++) {
213       if (PetscRealPart(vals[i]) > 2.) {
214         lrc[0] = PETSC_TRUE;
215         break;
216       }
217     }
218     ierr = VecRestoreArrayRead(matis->counter,(const PetscScalar**)&vals);CHKERRQ(ierr);
219     ierr = MPIU_Allreduce(&lrc[0],&lrc[1],1,MPIU_BOOL,MPI_LOR,comm);CHKERRQ(ierr);
220     if (!lrc[1]) PetscFunctionReturn(0);
221   }
222 
223   /* Get Nedelec field */
224   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);
225   if (pcbddc->n_ISForDofsLocal && field >= 0) {
226     ierr          = PetscObjectReference((PetscObject)pcbddc->ISForDofsLocal[field]);CHKERRQ(ierr);
227     nedfieldlocal = pcbddc->ISForDofsLocal[field];
228     ierr          = ISGetLocalSize(nedfieldlocal,&ne);CHKERRQ(ierr);
229   } else if (!pcbddc->n_ISForDofsLocal && field != PETSC_DECIDE) {
230     ne            = n;
231     nedfieldlocal = NULL;
232     global        = PETSC_TRUE;
233   } else if (field == PETSC_DECIDE) {
234     PetscInt rst,ren,*idx;
235 
236     ierr = PetscArrayzero(matis->sf_leafdata,n);CHKERRQ(ierr);
237     ierr = PetscArrayzero(matis->sf_rootdata,pc->pmat->rmap->n);CHKERRQ(ierr);
238     ierr = MatGetOwnershipRange(pcbddc->discretegradient,&rst,&ren);CHKERRQ(ierr);
239     for (i=rst;i<ren;i++) {
240       PetscInt nc;
241 
242       ierr = MatGetRow(pcbddc->discretegradient,i,&nc,NULL,NULL);CHKERRQ(ierr);
243       if (nc > 1) matis->sf_rootdata[i-rst] = 1;
244       ierr = MatRestoreRow(pcbddc->discretegradient,i,&nc,NULL,NULL);CHKERRQ(ierr);
245     }
246     ierr = PetscSFBcastBegin(matis->sf,MPIU_INT,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
247     ierr = PetscSFBcastEnd(matis->sf,MPIU_INT,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
248     ierr = PetscMalloc1(n,&idx);CHKERRQ(ierr);
249     for (i=0,ne=0;i<n;i++) if (matis->sf_leafdata[i]) idx[ne++] = i;
250     ierr = ISCreateGeneral(comm,ne,idx,PETSC_OWN_POINTER,&nedfieldlocal);CHKERRQ(ierr);
251   } else {
252     SETERRQ(comm,PETSC_ERR_USER,"When multiple fields are present, the Nedelec field has to be specified");
253   }
254 
255   /* Sanity checks */
256   if (!order && !conforming) SETERRQ(comm,PETSC_ERR_SUP,"Variable order and non-conforming spaces are not supported at the same time");
257   if (pcbddc->user_ChangeOfBasisMatrix) SETERRQ(comm,PETSC_ERR_SUP,"Cannot generate Nedelec support with user defined change of basis");
258   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);
259 
260   /* Just set primal dofs and return */
261   if (setprimal) {
262     IS       enedfieldlocal;
263     PetscInt *eidxs;
264 
265     ierr = PetscMalloc1(ne,&eidxs);CHKERRQ(ierr);
266     ierr = VecGetArrayRead(matis->counter,(const PetscScalar**)&vals);CHKERRQ(ierr);
267     if (nedfieldlocal) {
268       ierr = ISGetIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
269       for (i=0,cum=0;i<ne;i++) {
270         if (PetscRealPart(vals[idxs[i]]) > 2.) {
271           eidxs[cum++] = idxs[i];
272         }
273       }
274       ierr = ISRestoreIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
275     } else {
276       for (i=0,cum=0;i<ne;i++) {
277         if (PetscRealPart(vals[i]) > 2.) {
278           eidxs[cum++] = i;
279         }
280       }
281     }
282     ierr = VecRestoreArrayRead(matis->counter,(const PetscScalar**)&vals);CHKERRQ(ierr);
283     ierr = ISCreateGeneral(comm,cum,eidxs,PETSC_COPY_VALUES,&enedfieldlocal);CHKERRQ(ierr);
284     ierr = PCBDDCSetPrimalVerticesLocalIS(pc,enedfieldlocal);CHKERRQ(ierr);
285     ierr = PetscFree(eidxs);CHKERRQ(ierr);
286     ierr = ISDestroy(&nedfieldlocal);CHKERRQ(ierr);
287     ierr = ISDestroy(&enedfieldlocal);CHKERRQ(ierr);
288     PetscFunctionReturn(0);
289   }
290 
291   /* Compute some l2g maps */
292   if (nedfieldlocal) {
293     IS is;
294 
295     /* need to map from the local Nedelec field to local numbering */
296     ierr = ISLocalToGlobalMappingCreateIS(nedfieldlocal,&fl2g);CHKERRQ(ierr);
297     /* need to map from the local Nedelec field to global numbering for the whole dofs*/
298     ierr = ISLocalToGlobalMappingApplyIS(al2g,nedfieldlocal,&is);CHKERRQ(ierr);
299     ierr = ISLocalToGlobalMappingCreateIS(is,&al2g);CHKERRQ(ierr);
300     /* need to map from the local Nedelec field to global numbering (for Nedelec only) */
301     if (global) {
302       ierr = PetscObjectReference((PetscObject)al2g);CHKERRQ(ierr);
303       el2g = al2g;
304     } else {
305       IS gis;
306 
307       ierr = ISRenumber(is,NULL,NULL,&gis);CHKERRQ(ierr);
308       ierr = ISLocalToGlobalMappingCreateIS(gis,&el2g);CHKERRQ(ierr);
309       ierr = ISDestroy(&gis);CHKERRQ(ierr);
310     }
311     ierr = ISDestroy(&is);CHKERRQ(ierr);
312   } else {
313     /* restore default */
314     pcbddc->nedfield = -1;
315     /* one ref for the destruction of al2g, one for el2g */
316     ierr = PetscObjectReference((PetscObject)al2g);CHKERRQ(ierr);
317     ierr = PetscObjectReference((PetscObject)al2g);CHKERRQ(ierr);
318     el2g = al2g;
319     fl2g = NULL;
320   }
321 
322   /* Start communication to drop connections for interior edges (for cc analysis only) */
323   ierr = PetscArrayzero(matis->sf_leafdata,n);CHKERRQ(ierr);
324   ierr = PetscArrayzero(matis->sf_rootdata,pc->pmat->rmap->n);CHKERRQ(ierr);
325   if (nedfieldlocal) {
326     ierr = ISGetIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
327     for (i=0;i<ne;i++) matis->sf_leafdata[idxs[i]] = 1;
328     ierr = ISRestoreIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
329   } else {
330     for (i=0;i<ne;i++) matis->sf_leafdata[i] = 1;
331   }
332   ierr = PetscSFReduceBegin(matis->sf,MPIU_INT,matis->sf_leafdata,matis->sf_rootdata,MPI_SUM);CHKERRQ(ierr);
333   ierr = PetscSFReduceEnd(matis->sf,MPIU_INT,matis->sf_leafdata,matis->sf_rootdata,MPI_SUM);CHKERRQ(ierr);
334 
335   if (!singular) { /* drop connections with interior edges to avoid unneeded communications and memory movements */
336     ierr = MatDuplicate(pcbddc->discretegradient,MAT_COPY_VALUES,&G);CHKERRQ(ierr);
337     ierr = MatSetOption(G,MAT_KEEP_NONZERO_PATTERN,PETSC_FALSE);CHKERRQ(ierr);
338     if (global) {
339       PetscInt rst;
340 
341       ierr = MatGetOwnershipRange(G,&rst,NULL);CHKERRQ(ierr);
342       for (i=0,cum=0;i<pc->pmat->rmap->n;i++) {
343         if (matis->sf_rootdata[i] < 2) {
344           matis->sf_rootdata[cum++] = i + rst;
345         }
346       }
347       ierr = MatSetOption(G,MAT_NO_OFF_PROC_ZERO_ROWS,PETSC_TRUE);CHKERRQ(ierr);
348       ierr = MatZeroRows(G,cum,matis->sf_rootdata,0.,NULL,NULL);CHKERRQ(ierr);
349     } else {
350       PetscInt *tbz;
351 
352       ierr = PetscMalloc1(ne,&tbz);CHKERRQ(ierr);
353       ierr = PetscSFBcastBegin(matis->sf,MPIU_INT,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
354       ierr = PetscSFBcastEnd(matis->sf,MPIU_INT,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
355       ierr = ISGetIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
356       for (i=0,cum=0;i<ne;i++)
357         if (matis->sf_leafdata[idxs[i]] == 1)
358           tbz[cum++] = i;
359       ierr = ISRestoreIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
360       ierr = ISLocalToGlobalMappingApply(el2g,cum,tbz,tbz);CHKERRQ(ierr);
361       ierr = MatZeroRows(G,cum,tbz,0.,NULL,NULL);CHKERRQ(ierr);
362       ierr = PetscFree(tbz);CHKERRQ(ierr);
363     }
364   } else { /* we need the entire G to infer the nullspace */
365     ierr = PetscObjectReference((PetscObject)pcbddc->discretegradient);CHKERRQ(ierr);
366     G    = pcbddc->discretegradient;
367   }
368 
369   /* Extract subdomain relevant rows of G */
370   ierr = ISLocalToGlobalMappingGetIndices(el2g,&idxs);CHKERRQ(ierr);
371   ierr = ISCreateGeneral(comm,ne,idxs,PETSC_USE_POINTER,&lned);CHKERRQ(ierr);
372   ierr = MatCreateSubMatrix(G,lned,NULL,MAT_INITIAL_MATRIX,&lGall);CHKERRQ(ierr);
373   ierr = ISLocalToGlobalMappingRestoreIndices(el2g,&idxs);CHKERRQ(ierr);
374   ierr = ISDestroy(&lned);CHKERRQ(ierr);
375   ierr = MatConvert(lGall,MATIS,MAT_INITIAL_MATRIX,&lGis);CHKERRQ(ierr);
376   ierr = MatDestroy(&lGall);CHKERRQ(ierr);
377   ierr = MatISGetLocalMat(lGis,&lG);CHKERRQ(ierr);
378 
379   /* SF for nodal dofs communications */
380   ierr = MatGetLocalSize(G,NULL,&Lv);CHKERRQ(ierr);
381   ierr = MatGetLocalToGlobalMapping(lGis,NULL,&vl2g);CHKERRQ(ierr);
382   ierr = PetscObjectReference((PetscObject)vl2g);CHKERRQ(ierr);
383   ierr = ISLocalToGlobalMappingGetSize(vl2g,&nv);CHKERRQ(ierr);
384   ierr = PetscSFCreate(comm,&sfv);CHKERRQ(ierr);
385   ierr = ISLocalToGlobalMappingGetIndices(vl2g,&idxs);CHKERRQ(ierr);
386   ierr = PetscSFSetGraphLayout(sfv,lGis->cmap,nv,NULL,PETSC_OWN_POINTER,idxs);CHKERRQ(ierr);
387   ierr = ISLocalToGlobalMappingRestoreIndices(vl2g,&idxs);CHKERRQ(ierr);
388   i    = singular ? 2 : 1;
389   ierr = PetscMalloc2(i*nv,&sfvleaves,i*Lv,&sfvroots);CHKERRQ(ierr);
390 
391   /* Destroy temporary G created in MATIS format and modified G */
392   ierr = PetscObjectReference((PetscObject)lG);CHKERRQ(ierr);
393   ierr = MatDestroy(&lGis);CHKERRQ(ierr);
394   ierr = MatDestroy(&G);CHKERRQ(ierr);
395 
396   if (print) {
397     ierr = PetscObjectSetName((PetscObject)lG,"initial_lG");CHKERRQ(ierr);
398     ierr = MatView(lG,NULL);CHKERRQ(ierr);
399   }
400 
401   /* Save lG for values insertion in change of basis */
402   ierr = MatDuplicate(lG,MAT_COPY_VALUES,&lGinit);CHKERRQ(ierr);
403 
404   /* Analyze the edge-nodes connections (duplicate lG) */
405   ierr = MatDuplicate(lG,MAT_COPY_VALUES,&lGe);CHKERRQ(ierr);
406   ierr = MatSetOption(lGe,MAT_KEEP_NONZERO_PATTERN,PETSC_FALSE);CHKERRQ(ierr);
407   ierr = PetscBTCreate(nv,&btv);CHKERRQ(ierr);
408   ierr = PetscBTCreate(ne,&bte);CHKERRQ(ierr);
409   ierr = PetscBTCreate(ne,&btb);CHKERRQ(ierr);
410   ierr = PetscBTCreate(ne,&btbd);CHKERRQ(ierr);
411   ierr = PetscBTCreate(nv,&btvcand);CHKERRQ(ierr);
412   /* need to import the boundary specification to ensure the
413      proper detection of coarse edges' endpoints */
414   if (pcbddc->DirichletBoundariesLocal) {
415     IS is;
416 
417     if (fl2g) {
418       ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_MASK,pcbddc->DirichletBoundariesLocal,&is);CHKERRQ(ierr);
419     } else {
420       is = pcbddc->DirichletBoundariesLocal;
421     }
422     ierr = ISGetLocalSize(is,&cum);CHKERRQ(ierr);
423     ierr = ISGetIndices(is,&idxs);CHKERRQ(ierr);
424     for (i=0;i<cum;i++) {
425       if (idxs[i] >= 0) {
426         ierr = PetscBTSet(btb,idxs[i]);CHKERRQ(ierr);
427         ierr = PetscBTSet(btbd,idxs[i]);CHKERRQ(ierr);
428       }
429     }
430     ierr = ISRestoreIndices(is,&idxs);CHKERRQ(ierr);
431     if (fl2g) {
432       ierr = ISDestroy(&is);CHKERRQ(ierr);
433     }
434   }
435   if (pcbddc->NeumannBoundariesLocal) {
436     IS is;
437 
438     if (fl2g) {
439       ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_MASK,pcbddc->NeumannBoundariesLocal,&is);CHKERRQ(ierr);
440     } else {
441       is = pcbddc->NeumannBoundariesLocal;
442     }
443     ierr = ISGetLocalSize(is,&cum);CHKERRQ(ierr);
444     ierr = ISGetIndices(is,&idxs);CHKERRQ(ierr);
445     for (i=0;i<cum;i++) {
446       if (idxs[i] >= 0) {
447         ierr = PetscBTSet(btb,idxs[i]);CHKERRQ(ierr);
448       }
449     }
450     ierr = ISRestoreIndices(is,&idxs);CHKERRQ(ierr);
451     if (fl2g) {
452       ierr = ISDestroy(&is);CHKERRQ(ierr);
453     }
454   }
455 
456   /* Count neighs per dof */
457   ierr = ISLocalToGlobalMappingGetNodeInfo(el2g,NULL,&ecount,&eneighs);CHKERRQ(ierr);
458   ierr = ISLocalToGlobalMappingGetNodeInfo(vl2g,NULL,&vcount,&vneighs);CHKERRQ(ierr);
459 
460   /* need to remove coarse faces' dofs and coarse edges' dirichlet dofs
461      for proper detection of coarse edges' endpoints */
462   ierr = PetscBTCreate(ne,&btee);CHKERRQ(ierr);
463   for (i=0;i<ne;i++) {
464     if ((ecount[i] > 2 && !PetscBTLookup(btbd,i)) || (ecount[i] == 2 && PetscBTLookup(btb,i))) {
465       ierr = PetscBTSet(btee,i);CHKERRQ(ierr);
466     }
467   }
468   ierr = PetscMalloc1(ne,&marks);CHKERRQ(ierr);
469   if (!conforming) {
470     ierr = MatTranspose(lGe,MAT_INITIAL_MATRIX,&lGt);CHKERRQ(ierr);
471     ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
472   }
473   ierr = MatGetRowIJ(lGe,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
474   ierr = MatSeqAIJGetArray(lGe,&vals);CHKERRQ(ierr);
475   cum  = 0;
476   for (i=0;i<ne;i++) {
477     /* eliminate rows corresponding to edge dofs belonging to coarse faces */
478     if (!PetscBTLookup(btee,i)) {
479       marks[cum++] = i;
480       continue;
481     }
482     /* set badly connected edge dofs as primal */
483     if (!conforming) {
484       if (ii[i+1]-ii[i] != order + 1) { /* every row of G on the coarse edge should list order+1 nodal dofs */
485         marks[cum++] = i;
486         ierr = PetscBTSet(bte,i);CHKERRQ(ierr);
487         for (j=ii[i];j<ii[i+1];j++) {
488           ierr = PetscBTSet(btv,jj[j]);CHKERRQ(ierr);
489         }
490       } else {
491         /* every edge dofs should be connected trough a certain number of nodal dofs
492            to other edge dofs belonging to coarse edges
493            - at most 2 endpoints
494            - order-1 interior nodal dofs
495            - no undefined nodal dofs (nconn < order)
496         */
497         PetscInt ends = 0,ints = 0, undef = 0;
498         for (j=ii[i];j<ii[i+1];j++) {
499           PetscInt v = jj[j],k;
500           PetscInt nconn = iit[v+1]-iit[v];
501           for (k=iit[v];k<iit[v+1];k++) if (!PetscBTLookup(btee,jjt[k])) nconn--;
502           if (nconn > order) ends++;
503           else if (nconn == order) ints++;
504           else undef++;
505         }
506         if (undef || ends > 2 || ints != order -1) {
507           marks[cum++] = i;
508           ierr = PetscBTSet(bte,i);CHKERRQ(ierr);
509           for (j=ii[i];j<ii[i+1];j++) {
510             ierr = PetscBTSet(btv,jj[j]);CHKERRQ(ierr);
511           }
512         }
513       }
514     }
515     /* We assume the order on the element edge is ii[i+1]-ii[i]-1 */
516     if (!order && ii[i+1] != ii[i]) {
517       PetscScalar val = 1./(ii[i+1]-ii[i]-1);
518       for (j=ii[i];j<ii[i+1];j++) vals[j] = val;
519     }
520   }
521   ierr = PetscBTDestroy(&btee);CHKERRQ(ierr);
522   ierr = MatSeqAIJRestoreArray(lGe,&vals);CHKERRQ(ierr);
523   ierr = MatRestoreRowIJ(lGe,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
524   if (!conforming) {
525     ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
526     ierr = MatDestroy(&lGt);CHKERRQ(ierr);
527   }
528   ierr = MatZeroRows(lGe,cum,marks,0.,NULL,NULL);CHKERRQ(ierr);
529 
530   /* identify splitpoints and corner candidates */
531   ierr = MatTranspose(lGe,MAT_INITIAL_MATRIX,&lGt);CHKERRQ(ierr);
532   if (print) {
533     ierr = PetscObjectSetName((PetscObject)lGe,"edgerestr_lG");CHKERRQ(ierr);
534     ierr = MatView(lGe,NULL);CHKERRQ(ierr);
535     ierr = PetscObjectSetName((PetscObject)lGt,"edgerestr_lGt");CHKERRQ(ierr);
536     ierr = MatView(lGt,NULL);CHKERRQ(ierr);
537   }
538   ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
539   ierr = MatSeqAIJGetArray(lGt,&vals);CHKERRQ(ierr);
540   for (i=0;i<nv;i++) {
541     PetscInt  ord = order, test = ii[i+1]-ii[i], vc = vcount[i];
542     PetscBool sneighs = PETSC_TRUE, bdir = PETSC_FALSE;
543     if (!order) { /* variable order */
544       PetscReal vorder = 0.;
545 
546       for (j=ii[i];j<ii[i+1];j++) vorder += PetscRealPart(vals[j]);
547       test = PetscFloorReal(vorder+10.*PETSC_SQRT_MACHINE_EPSILON);
548       if (vorder-test > PETSC_SQRT_MACHINE_EPSILON) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected value for vorder: %g (%D)",vorder,test);
549       ord  = 1;
550     }
551 #if defined(PETSC_USE_DEBUG)
552     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);
553 #endif
554     for (j=ii[i];j<ii[i+1] && sneighs;j++) {
555       if (PetscBTLookup(btbd,jj[j])) {
556         bdir = PETSC_TRUE;
557         break;
558       }
559       if (vc != ecount[jj[j]]) {
560         sneighs = PETSC_FALSE;
561       } else {
562         PetscInt k,*vn = vneighs[i], *en = eneighs[jj[j]];
563         for (k=0;k<vc;k++) {
564           if (vn[k] != en[k]) {
565             sneighs = PETSC_FALSE;
566             break;
567           }
568         }
569       }
570     }
571     if (!sneighs || test >= 3*ord || bdir) { /* splitpoints */
572       if (print) PetscPrintf(PETSC_COMM_SELF,"SPLITPOINT %D (%D %D %D)\n",i,!sneighs,test >= 3*ord,bdir);
573       ierr = PetscBTSet(btv,i);CHKERRQ(ierr);
574     } else if (test == ord) {
575       if (order == 1 || (!order && ii[i+1]-ii[i] == 1)) {
576         if (print) PetscPrintf(PETSC_COMM_SELF,"ENDPOINT %D\n",i);
577         ierr = PetscBTSet(btv,i);CHKERRQ(ierr);
578       } else {
579         if (print) PetscPrintf(PETSC_COMM_SELF,"CORNER CANDIDATE %D\n",i);
580         ierr = PetscBTSet(btvcand,i);CHKERRQ(ierr);
581       }
582     }
583   }
584   ierr = ISLocalToGlobalMappingRestoreNodeInfo(el2g,NULL,&ecount,&eneighs);CHKERRQ(ierr);
585   ierr = ISLocalToGlobalMappingRestoreNodeInfo(vl2g,NULL,&vcount,&vneighs);CHKERRQ(ierr);
586   ierr = PetscBTDestroy(&btbd);CHKERRQ(ierr);
587 
588   /* a candidate is valid if it is connected to another candidate via a non-primal edge dof */
589   if (order != 1) {
590     if (print) PetscPrintf(PETSC_COMM_SELF,"INSPECTING CANDIDATES\n");
591     ierr = MatGetRowIJ(lGe,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
592     for (i=0;i<nv;i++) {
593       if (PetscBTLookup(btvcand,i)) {
594         PetscBool found = PETSC_FALSE;
595         for (j=ii[i];j<ii[i+1] && !found;j++) {
596           PetscInt k,e = jj[j];
597           if (PetscBTLookup(bte,e)) continue;
598           for (k=iit[e];k<iit[e+1];k++) {
599             PetscInt v = jjt[k];
600             if (v != i && PetscBTLookup(btvcand,v)) {
601               found = PETSC_TRUE;
602               break;
603             }
604           }
605         }
606         if (!found) {
607           if (print) PetscPrintf(PETSC_COMM_SELF,"  CANDIDATE %D CLEARED\n",i);
608           ierr = PetscBTClear(btvcand,i);CHKERRQ(ierr);
609         } else {
610           if (print) PetscPrintf(PETSC_COMM_SELF,"  CANDIDATE %D ACCEPTED\n",i);
611         }
612       }
613     }
614     ierr = MatRestoreRowIJ(lGe,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
615   }
616   ierr = MatSeqAIJRestoreArray(lGt,&vals);CHKERRQ(ierr);
617   ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
618   ierr = MatDestroy(&lGe);CHKERRQ(ierr);
619 
620   /* Get the local G^T explicitly */
621   ierr = MatDestroy(&lGt);CHKERRQ(ierr);
622   ierr = MatTranspose(lG,MAT_INITIAL_MATRIX,&lGt);CHKERRQ(ierr);
623   ierr = MatSetOption(lGt,MAT_KEEP_NONZERO_PATTERN,PETSC_FALSE);CHKERRQ(ierr);
624 
625   /* Mark interior nodal dofs */
626   ierr = ISLocalToGlobalMappingGetInfo(vl2g,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
627   ierr = PetscBTCreate(nv,&btvi);CHKERRQ(ierr);
628   for (i=1;i<n_neigh;i++) {
629     for (j=0;j<n_shared[i];j++) {
630       ierr = PetscBTSet(btvi,shared[i][j]);CHKERRQ(ierr);
631     }
632   }
633   ierr = ISLocalToGlobalMappingRestoreInfo(vl2g,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
634 
635   /* communicate corners and splitpoints */
636   ierr = PetscMalloc1(nv,&vmarks);CHKERRQ(ierr);
637   ierr = PetscArrayzero(sfvleaves,nv);CHKERRQ(ierr);
638   ierr = PetscArrayzero(sfvroots,Lv);CHKERRQ(ierr);
639   for (i=0;i<nv;i++) if (PetscUnlikely(PetscBTLookup(btv,i))) sfvleaves[i] = 1;
640 
641   if (print) {
642     IS tbz;
643 
644     cum = 0;
645     for (i=0;i<nv;i++)
646       if (sfvleaves[i])
647         vmarks[cum++] = i;
648 
649     ierr = ISCreateGeneral(PETSC_COMM_SELF,cum,vmarks,PETSC_COPY_VALUES,&tbz);CHKERRQ(ierr);
650     ierr = PetscObjectSetName((PetscObject)tbz,"corners_to_be_zeroed_local");CHKERRQ(ierr);
651     ierr = ISView(tbz,NULL);CHKERRQ(ierr);
652     ierr = ISDestroy(&tbz);CHKERRQ(ierr);
653   }
654 
655   ierr = PetscSFReduceBegin(sfv,MPIU_INT,sfvleaves,sfvroots,MPI_SUM);CHKERRQ(ierr);
656   ierr = PetscSFReduceEnd(sfv,MPIU_INT,sfvleaves,sfvroots,MPI_SUM);CHKERRQ(ierr);
657   ierr = PetscSFBcastBegin(sfv,MPIU_INT,sfvroots,sfvleaves);CHKERRQ(ierr);
658   ierr = PetscSFBcastEnd(sfv,MPIU_INT,sfvroots,sfvleaves);CHKERRQ(ierr);
659 
660   /* Zero rows of lGt corresponding to identified corners
661      and interior nodal dofs */
662   cum = 0;
663   for (i=0;i<nv;i++) {
664     if (sfvleaves[i]) {
665       vmarks[cum++] = i;
666       ierr = PetscBTSet(btv,i);CHKERRQ(ierr);
667     }
668     if (!PetscBTLookup(btvi,i)) vmarks[cum++] = i;
669   }
670   ierr = PetscBTDestroy(&btvi);CHKERRQ(ierr);
671   if (print) {
672     IS tbz;
673 
674     ierr = ISCreateGeneral(PETSC_COMM_SELF,cum,vmarks,PETSC_COPY_VALUES,&tbz);CHKERRQ(ierr);
675     ierr = PetscObjectSetName((PetscObject)tbz,"corners_to_be_zeroed_with_interior");CHKERRQ(ierr);
676     ierr = ISView(tbz,NULL);CHKERRQ(ierr);
677     ierr = ISDestroy(&tbz);CHKERRQ(ierr);
678   }
679   ierr = MatZeroRows(lGt,cum,vmarks,0.,NULL,NULL);CHKERRQ(ierr);
680   ierr = PetscFree(vmarks);CHKERRQ(ierr);
681   ierr = PetscSFDestroy(&sfv);CHKERRQ(ierr);
682   ierr = PetscFree2(sfvleaves,sfvroots);CHKERRQ(ierr);
683 
684   /* Recompute G */
685   ierr = MatDestroy(&lG);CHKERRQ(ierr);
686   ierr = MatTranspose(lGt,MAT_INITIAL_MATRIX,&lG);CHKERRQ(ierr);
687   if (print) {
688     ierr = PetscObjectSetName((PetscObject)lG,"used_lG");CHKERRQ(ierr);
689     ierr = MatView(lG,NULL);CHKERRQ(ierr);
690     ierr = PetscObjectSetName((PetscObject)lGt,"used_lGt");CHKERRQ(ierr);
691     ierr = MatView(lGt,NULL);CHKERRQ(ierr);
692   }
693 
694   /* Get primal dofs (if any) */
695   cum = 0;
696   for (i=0;i<ne;i++) {
697     if (PetscUnlikely(PetscBTLookup(bte,i))) marks[cum++] = i;
698   }
699   if (fl2g) {
700     ierr = ISLocalToGlobalMappingApply(fl2g,cum,marks,marks);CHKERRQ(ierr);
701   }
702   ierr = ISCreateGeneral(comm,cum,marks,PETSC_COPY_VALUES,&primals);CHKERRQ(ierr);
703   if (print) {
704     ierr = PetscObjectSetName((PetscObject)primals,"prescribed_primal_dofs");CHKERRQ(ierr);
705     ierr = ISView(primals,NULL);CHKERRQ(ierr);
706   }
707   ierr = PetscBTDestroy(&bte);CHKERRQ(ierr);
708   /* TODO: what if the user passed in some of them ?  */
709   ierr = PCBDDCSetPrimalVerticesLocalIS(pc,primals);CHKERRQ(ierr);
710   ierr = ISDestroy(&primals);CHKERRQ(ierr);
711 
712   /* Compute edge connectivity */
713   ierr = PetscObjectSetOptionsPrefix((PetscObject)lG,"econn_");CHKERRQ(ierr);
714   ierr = MatMatMultSymbolic(lG,lGt,PETSC_DEFAULT,&conn);CHKERRQ(ierr);
715   ierr = MatGetRowIJ(conn,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
716   if (fl2g) {
717     PetscBT   btf;
718     PetscInt  *iia,*jja,*iiu,*jju;
719     PetscBool rest = PETSC_FALSE,free = PETSC_FALSE;
720 
721     /* create CSR for all local dofs */
722     ierr = PetscMalloc1(n+1,&iia);CHKERRQ(ierr);
723     if (pcbddc->mat_graph->nvtxs_csr) { /* the user has passed in a CSR graph */
724       if (pcbddc->mat_graph->nvtxs_csr != n) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_USER,"Invalid size of CSR graph %D. Should be %D",pcbddc->mat_graph->nvtxs_csr,n);
725       iiu = pcbddc->mat_graph->xadj;
726       jju = pcbddc->mat_graph->adjncy;
727     } else if (pcbddc->use_local_adj) {
728       rest = PETSC_TRUE;
729       ierr = MatGetRowIJ(matis->A,0,PETSC_TRUE,PETSC_FALSE,&i,(const PetscInt**)&iiu,(const PetscInt**)&jju,&done);CHKERRQ(ierr);
730     } else {
731       free   = PETSC_TRUE;
732       ierr   = PetscMalloc2(n+1,&iiu,n,&jju);CHKERRQ(ierr);
733       iiu[0] = 0;
734       for (i=0;i<n;i++) {
735         iiu[i+1] = i+1;
736         jju[i]   = -1;
737       }
738     }
739 
740     /* import sizes of CSR */
741     iia[0] = 0;
742     for (i=0;i<n;i++) iia[i+1] = iiu[i+1]-iiu[i];
743 
744     /* overwrite entries corresponding to the Nedelec field */
745     ierr = PetscBTCreate(n,&btf);CHKERRQ(ierr);
746     ierr = ISGetIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
747     for (i=0;i<ne;i++) {
748       ierr = PetscBTSet(btf,idxs[i]);CHKERRQ(ierr);
749       iia[idxs[i]+1] = ii[i+1]-ii[i];
750     }
751 
752     /* iia in CSR */
753     for (i=0;i<n;i++) iia[i+1] += iia[i];
754 
755     /* jja in CSR */
756     ierr = PetscMalloc1(iia[n],&jja);CHKERRQ(ierr);
757     for (i=0;i<n;i++)
758       if (!PetscBTLookup(btf,i))
759         for (j=0;j<iiu[i+1]-iiu[i];j++)
760           jja[iia[i]+j] = jju[iiu[i]+j];
761 
762     /* map edge dofs connectivity */
763     if (jj) {
764       ierr = ISLocalToGlobalMappingApply(fl2g,ii[ne],jj,(PetscInt *)jj);CHKERRQ(ierr);
765       for (i=0;i<ne;i++) {
766         PetscInt e = idxs[i];
767         for (j=0;j<ii[i+1]-ii[i];j++) jja[iia[e]+j] = jj[ii[i]+j];
768       }
769     }
770     ierr = ISRestoreIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
771     ierr = PCBDDCSetLocalAdjacencyGraph(pc,n,iia,jja,PETSC_OWN_POINTER);CHKERRQ(ierr);
772     if (rest) {
773       ierr = MatRestoreRowIJ(matis->A,0,PETSC_TRUE,PETSC_FALSE,&i,(const PetscInt**)&iiu,(const PetscInt**)&jju,&done);CHKERRQ(ierr);
774     }
775     if (free) {
776       ierr = PetscFree2(iiu,jju);CHKERRQ(ierr);
777     }
778     ierr = PetscBTDestroy(&btf);CHKERRQ(ierr);
779   } else {
780     ierr = PCBDDCSetLocalAdjacencyGraph(pc,n,ii,jj,PETSC_USE_POINTER);CHKERRQ(ierr);
781   }
782 
783   /* Analyze interface for edge dofs */
784   ierr = PCBDDCAnalyzeInterface(pc);CHKERRQ(ierr);
785   pcbddc->mat_graph->twodim = PETSC_FALSE;
786 
787   /* Get coarse edges in the edge space */
788   ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,NULL,NULL,&nee,&alleedges,&allprimals);CHKERRQ(ierr);
789   ierr = MatRestoreRowIJ(conn,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
790 
791   if (fl2g) {
792     ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_DROP,allprimals,&primals);CHKERRQ(ierr);
793     ierr = PetscMalloc1(nee,&eedges);CHKERRQ(ierr);
794     for (i=0;i<nee;i++) {
795       ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_DROP,alleedges[i],&eedges[i]);CHKERRQ(ierr);
796     }
797   } else {
798     eedges  = alleedges;
799     primals = allprimals;
800   }
801 
802   /* Mark fine edge dofs with their coarse edge id */
803   ierr = PetscArrayzero(marks,ne);CHKERRQ(ierr);
804   ierr = ISGetLocalSize(primals,&cum);CHKERRQ(ierr);
805   ierr = ISGetIndices(primals,&idxs);CHKERRQ(ierr);
806   for (i=0;i<cum;i++) marks[idxs[i]] = nee+1;
807   ierr = ISRestoreIndices(primals,&idxs);CHKERRQ(ierr);
808   if (print) {
809     ierr = PetscObjectSetName((PetscObject)primals,"obtained_primal_dofs");CHKERRQ(ierr);
810     ierr = ISView(primals,NULL);CHKERRQ(ierr);
811   }
812 
813   maxsize = 0;
814   for (i=0;i<nee;i++) {
815     PetscInt size,mark = i+1;
816 
817     ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
818     ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
819     for (j=0;j<size;j++) marks[idxs[j]] = mark;
820     ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
821     maxsize = PetscMax(maxsize,size);
822   }
823 
824   /* Find coarse edge endpoints */
825   ierr = MatGetRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
826   ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
827   for (i=0;i<nee;i++) {
828     PetscInt mark = i+1,size;
829 
830     ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
831     if (!size && nedfieldlocal) continue;
832     if (!size) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected zero sized edge %D",i);
833     ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
834     if (print) {
835       ierr = PetscPrintf(PETSC_COMM_SELF,"ENDPOINTS ANALYSIS EDGE %D\n",i);CHKERRQ(ierr);
836       ierr = ISView(eedges[i],NULL);CHKERRQ(ierr);
837     }
838     for (j=0;j<size;j++) {
839       PetscInt k, ee = idxs[j];
840       if (print) PetscPrintf(PETSC_COMM_SELF,"  idx %D\n",ee);
841       for (k=ii[ee];k<ii[ee+1];k++) {
842         if (print) PetscPrintf(PETSC_COMM_SELF,"    inspect %D\n",jj[k]);
843         if (PetscBTLookup(btv,jj[k])) {
844           if (print) PetscPrintf(PETSC_COMM_SELF,"      corner found (already set) %D\n",jj[k]);
845         } else if (PetscBTLookup(btvcand,jj[k])) { /* is it ok? */
846           PetscInt  k2;
847           PetscBool corner = PETSC_FALSE;
848           for (k2 = iit[jj[k]];k2 < iit[jj[k]+1];k2++) {
849             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]));
850             /* it's a corner if either is connected with an edge dof belonging to a different cc or
851                if the edge dof lie on the natural part of the boundary */
852             if ((marks[jjt[k2]] && marks[jjt[k2]] != mark) || (!marks[jjt[k2]] && PetscBTLookup(btb,jjt[k2]))) {
853               corner = PETSC_TRUE;
854               break;
855             }
856           }
857           if (corner) { /* found the nodal dof corresponding to the endpoint of the edge */
858             if (print) PetscPrintf(PETSC_COMM_SELF,"        corner found %D\n",jj[k]);
859             ierr = PetscBTSet(btv,jj[k]);CHKERRQ(ierr);
860           } else {
861             if (print) PetscPrintf(PETSC_COMM_SELF,"        no corners found\n");
862           }
863         }
864       }
865     }
866     ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
867   }
868   ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
869   ierr = MatRestoreRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
870   ierr = PetscBTDestroy(&btb);CHKERRQ(ierr);
871 
872   /* Reset marked primal dofs */
873   ierr = ISGetLocalSize(primals,&cum);CHKERRQ(ierr);
874   ierr = ISGetIndices(primals,&idxs);CHKERRQ(ierr);
875   for (i=0;i<cum;i++) marks[idxs[i]] = 0;
876   ierr = ISRestoreIndices(primals,&idxs);CHKERRQ(ierr);
877 
878   /* Now use the initial lG */
879   ierr = MatDestroy(&lG);CHKERRQ(ierr);
880   ierr = MatDestroy(&lGt);CHKERRQ(ierr);
881   lG   = lGinit;
882   ierr = MatTranspose(lG,MAT_INITIAL_MATRIX,&lGt);CHKERRQ(ierr);
883 
884   /* Compute extended cols indices */
885   ierr = PetscBTCreate(nv,&btvc);CHKERRQ(ierr);
886   ierr = PetscBTCreate(nee,&bter);CHKERRQ(ierr);
887   ierr = MatGetRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
888   ierr = MatSeqAIJGetMaxRowNonzeros(lG,&i);CHKERRQ(ierr);
889   i   *= maxsize;
890   ierr = PetscCalloc1(nee,&extcols);CHKERRQ(ierr);
891   ierr = PetscMalloc2(i,&extrow,i,&gidxs);CHKERRQ(ierr);
892   eerr = PETSC_FALSE;
893   for (i=0;i<nee;i++) {
894     PetscInt size,found = 0;
895 
896     cum  = 0;
897     ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
898     if (!size && nedfieldlocal) continue;
899     if (!size) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected zero sized edge %D",i);
900     ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
901     ierr = PetscBTMemzero(nv,btvc);CHKERRQ(ierr);
902     for (j=0;j<size;j++) {
903       PetscInt k,ee = idxs[j];
904       for (k=ii[ee];k<ii[ee+1];k++) {
905         PetscInt vv = jj[k];
906         if (!PetscBTLookup(btv,vv)) extrow[cum++] = vv;
907         else if (!PetscBTLookupSet(btvc,vv)) found++;
908       }
909     }
910     ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
911     ierr = PetscSortRemoveDupsInt(&cum,extrow);CHKERRQ(ierr);
912     ierr = ISLocalToGlobalMappingApply(vl2g,cum,extrow,gidxs);CHKERRQ(ierr);
913     ierr = PetscSortIntWithArray(cum,gidxs,extrow);CHKERRQ(ierr);
914     ierr = ISCreateGeneral(PETSC_COMM_SELF,cum,extrow,PETSC_COPY_VALUES,&extcols[i]);CHKERRQ(ierr);
915     /* it may happen that endpoints are not defined at this point
916        if it is the case, mark this edge for a second pass */
917     if (cum != size -1 || found != 2) {
918       ierr = PetscBTSet(bter,i);CHKERRQ(ierr);
919       if (print) {
920         ierr = PetscObjectSetName((PetscObject)eedges[i],"error_edge");CHKERRQ(ierr);
921         ierr = ISView(eedges[i],NULL);CHKERRQ(ierr);
922         ierr = PetscObjectSetName((PetscObject)extcols[i],"error_extcol");CHKERRQ(ierr);
923         ierr = ISView(extcols[i],NULL);CHKERRQ(ierr);
924       }
925       eerr = PETSC_TRUE;
926     }
927   }
928   /* if (eerr) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected SIZE OF EDGE > EXTCOL FIRST PASS"); */
929   ierr = MPIU_Allreduce(&eerr,&done,1,MPIU_BOOL,MPI_LOR,comm);CHKERRQ(ierr);
930   if (done) {
931     PetscInt *newprimals;
932 
933     ierr = PetscMalloc1(ne,&newprimals);CHKERRQ(ierr);
934     ierr = ISGetLocalSize(primals,&cum);CHKERRQ(ierr);
935     ierr = ISGetIndices(primals,&idxs);CHKERRQ(ierr);
936     ierr = PetscArraycpy(newprimals,idxs,cum);CHKERRQ(ierr);
937     ierr = ISRestoreIndices(primals,&idxs);CHKERRQ(ierr);
938     ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
939     if (print) PetscPrintf(PETSC_COMM_SELF,"DOING SECOND PASS (eerr %D)\n",eerr);
940     for (i=0;i<nee;i++) {
941       PetscBool has_candidates = PETSC_FALSE;
942       if (PetscBTLookup(bter,i)) {
943         PetscInt size,mark = i+1;
944 
945         ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
946         ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
947         /* for (j=0;j<size;j++) newprimals[cum++] = idxs[j]; */
948         for (j=0;j<size;j++) {
949           PetscInt k,ee = idxs[j];
950           if (print) PetscPrintf(PETSC_COMM_SELF,"Inspecting edge dof %D [%D %D)\n",ee,ii[ee],ii[ee+1]);
951           for (k=ii[ee];k<ii[ee+1];k++) {
952             /* set all candidates located on the edge as corners */
953             if (PetscBTLookup(btvcand,jj[k])) {
954               PetscInt k2,vv = jj[k];
955               has_candidates = PETSC_TRUE;
956               if (print) PetscPrintf(PETSC_COMM_SELF,"  Candidate set to vertex %D\n",vv);
957               ierr = PetscBTSet(btv,vv);CHKERRQ(ierr);
958               /* set all edge dofs connected to candidate as primals */
959               for (k2=iit[vv];k2<iit[vv+1];k2++) {
960                 if (marks[jjt[k2]] == mark) {
961                   PetscInt k3,ee2 = jjt[k2];
962                   if (print) PetscPrintf(PETSC_COMM_SELF,"    Connected edge dof set to primal %D\n",ee2);
963                   newprimals[cum++] = ee2;
964                   /* finally set the new corners */
965                   for (k3=ii[ee2];k3<ii[ee2+1];k3++) {
966                     if (print) PetscPrintf(PETSC_COMM_SELF,"      Connected nodal dof set to vertex %D\n",jj[k3]);
967                     ierr = PetscBTSet(btv,jj[k3]);CHKERRQ(ierr);
968                   }
969                 }
970               }
971             } else {
972               if (print) PetscPrintf(PETSC_COMM_SELF,"  Not a candidate vertex %D\n",jj[k]);
973             }
974           }
975         }
976         if (!has_candidates) { /* circular edge */
977           PetscInt k, ee = idxs[0],*tmarks;
978 
979           ierr = PetscCalloc1(ne,&tmarks);CHKERRQ(ierr);
980           if (print) PetscPrintf(PETSC_COMM_SELF,"  Circular edge %D\n",i);
981           for (k=ii[ee];k<ii[ee+1];k++) {
982             PetscInt k2;
983             if (print) PetscPrintf(PETSC_COMM_SELF,"    Set to corner %D\n",jj[k]);
984             ierr = PetscBTSet(btv,jj[k]);CHKERRQ(ierr);
985             for (k2=iit[jj[k]];k2<iit[jj[k]+1];k2++) tmarks[jjt[k2]]++;
986           }
987           for (j=0;j<size;j++) {
988             if (tmarks[idxs[j]] > 1) {
989               if (print) PetscPrintf(PETSC_COMM_SELF,"  Edge dof set to primal %D\n",idxs[j]);
990               newprimals[cum++] = idxs[j];
991             }
992           }
993           ierr = PetscFree(tmarks);CHKERRQ(ierr);
994         }
995         ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
996       }
997       ierr = ISDestroy(&extcols[i]);CHKERRQ(ierr);
998     }
999     ierr = PetscFree(extcols);CHKERRQ(ierr);
1000     ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
1001     ierr = PetscSortRemoveDupsInt(&cum,newprimals);CHKERRQ(ierr);
1002     if (fl2g) {
1003       ierr = ISLocalToGlobalMappingApply(fl2g,cum,newprimals,newprimals);CHKERRQ(ierr);
1004       ierr = ISDestroy(&primals);CHKERRQ(ierr);
1005       for (i=0;i<nee;i++) {
1006         ierr = ISDestroy(&eedges[i]);CHKERRQ(ierr);
1007       }
1008       ierr = PetscFree(eedges);CHKERRQ(ierr);
1009     }
1010     ierr = PCBDDCGraphRestoreCandidatesIS(pcbddc->mat_graph,NULL,NULL,&nee,&alleedges,&allprimals);CHKERRQ(ierr);
1011     ierr = ISCreateGeneral(comm,cum,newprimals,PETSC_COPY_VALUES,&primals);CHKERRQ(ierr);
1012     ierr = PetscFree(newprimals);CHKERRQ(ierr);
1013     ierr = PCBDDCSetPrimalVerticesLocalIS(pc,primals);CHKERRQ(ierr);
1014     ierr = ISDestroy(&primals);CHKERRQ(ierr);
1015     ierr = PCBDDCAnalyzeInterface(pc);CHKERRQ(ierr);
1016     pcbddc->mat_graph->twodim = PETSC_FALSE;
1017     ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,NULL,NULL,&nee,&alleedges,&allprimals);CHKERRQ(ierr);
1018     if (fl2g) {
1019       ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_DROP,allprimals,&primals);CHKERRQ(ierr);
1020       ierr = PetscMalloc1(nee,&eedges);CHKERRQ(ierr);
1021       for (i=0;i<nee;i++) {
1022         ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_DROP,alleedges[i],&eedges[i]);CHKERRQ(ierr);
1023       }
1024     } else {
1025       eedges  = alleedges;
1026       primals = allprimals;
1027     }
1028     ierr = PetscCalloc1(nee,&extcols);CHKERRQ(ierr);
1029 
1030     /* Mark again */
1031     ierr = PetscArrayzero(marks,ne);CHKERRQ(ierr);
1032     for (i=0;i<nee;i++) {
1033       PetscInt size,mark = i+1;
1034 
1035       ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
1036       ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
1037       for (j=0;j<size;j++) marks[idxs[j]] = mark;
1038       ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
1039     }
1040     if (print) {
1041       ierr = PetscObjectSetName((PetscObject)primals,"obtained_primal_dofs_secondpass");CHKERRQ(ierr);
1042       ierr = ISView(primals,NULL);CHKERRQ(ierr);
1043     }
1044 
1045     /* Recompute extended cols */
1046     eerr = PETSC_FALSE;
1047     for (i=0;i<nee;i++) {
1048       PetscInt size;
1049 
1050       cum  = 0;
1051       ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
1052       if (!size && nedfieldlocal) continue;
1053       if (!size) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected zero sized edge %D",i);
1054       ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
1055       for (j=0;j<size;j++) {
1056         PetscInt k,ee = idxs[j];
1057         for (k=ii[ee];k<ii[ee+1];k++) if (!PetscBTLookup(btv,jj[k])) extrow[cum++] = jj[k];
1058       }
1059       ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
1060       ierr = PetscSortRemoveDupsInt(&cum,extrow);CHKERRQ(ierr);
1061       ierr = ISLocalToGlobalMappingApply(vl2g,cum,extrow,gidxs);CHKERRQ(ierr);
1062       ierr = PetscSortIntWithArray(cum,gidxs,extrow);CHKERRQ(ierr);
1063       ierr = ISCreateGeneral(PETSC_COMM_SELF,cum,extrow,PETSC_COPY_VALUES,&extcols[i]);CHKERRQ(ierr);
1064       if (cum != size -1) {
1065         if (print) {
1066           ierr = PetscObjectSetName((PetscObject)eedges[i],"error_edge_secondpass");CHKERRQ(ierr);
1067           ierr = ISView(eedges[i],NULL);CHKERRQ(ierr);
1068           ierr = PetscObjectSetName((PetscObject)extcols[i],"error_extcol_secondpass");CHKERRQ(ierr);
1069           ierr = ISView(extcols[i],NULL);CHKERRQ(ierr);
1070         }
1071         eerr = PETSC_TRUE;
1072       }
1073     }
1074   }
1075   ierr = MatRestoreRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1076   ierr = PetscFree2(extrow,gidxs);CHKERRQ(ierr);
1077   ierr = PetscBTDestroy(&bter);CHKERRQ(ierr);
1078   if (print) { ierr = PCBDDCGraphASCIIView(pcbddc->mat_graph,5,PETSC_VIEWER_STDOUT_SELF);CHKERRQ(ierr); }
1079   /* an error should not occur at this point */
1080   if (eerr) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected SIZE OF EDGE > EXTCOL SECOND PASS");
1081 
1082   /* Check the number of endpoints */
1083   ierr = MatGetRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1084   ierr = PetscMalloc1(2*nee,&corners);CHKERRQ(ierr);
1085   ierr = PetscMalloc1(nee,&cedges);CHKERRQ(ierr);
1086   for (i=0;i<nee;i++) {
1087     PetscInt size, found = 0, gc[2];
1088 
1089     /* init with defaults */
1090     cedges[i] = corners[i*2] = corners[i*2+1] = -1;
1091     ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
1092     if (!size && nedfieldlocal) continue;
1093     if (!size) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected zero sized edge %D",i);
1094     ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
1095     ierr = PetscBTMemzero(nv,btvc);CHKERRQ(ierr);
1096     for (j=0;j<size;j++) {
1097       PetscInt k,ee = idxs[j];
1098       for (k=ii[ee];k<ii[ee+1];k++) {
1099         PetscInt vv = jj[k];
1100         if (PetscBTLookup(btv,vv) && !PetscBTLookupSet(btvc,vv)) {
1101           if (found == 2) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Found more then two corners for edge %D",i);
1102           corners[i*2+found++] = vv;
1103         }
1104       }
1105     }
1106     if (found != 2) {
1107       PetscInt e;
1108       if (fl2g) {
1109         ierr = ISLocalToGlobalMappingApply(fl2g,1,idxs,&e);CHKERRQ(ierr);
1110       } else {
1111         e = idxs[0];
1112       }
1113       SETERRQ4(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Found %D corners for edge %D (astart %D, estart %D)",found,i,e,idxs[0]);
1114     }
1115 
1116     /* get primal dof index on this coarse edge */
1117     ierr = ISLocalToGlobalMappingApply(vl2g,2,corners+2*i,gc);CHKERRQ(ierr);
1118     if (gc[0] > gc[1]) {
1119       PetscInt swap  = corners[2*i];
1120       corners[2*i]   = corners[2*i+1];
1121       corners[2*i+1] = swap;
1122     }
1123     cedges[i] = idxs[size-1];
1124     ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
1125     if (print) PetscPrintf(PETSC_COMM_SELF,"EDGE %D: ce %D, corners (%D,%D)\n",i,cedges[i],corners[2*i],corners[2*i+1]);
1126   }
1127   ierr = MatRestoreRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1128   ierr = PetscBTDestroy(&btvc);CHKERRQ(ierr);
1129 
1130 #if defined(PETSC_USE_DEBUG)
1131   /* Inspects columns of lG (rows of lGt) and make sure the change of basis will
1132      not interfere with neighbouring coarse edges */
1133   ierr = PetscMalloc1(nee+1,&emarks);CHKERRQ(ierr);
1134   ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1135   for (i=0;i<nv;i++) {
1136     PetscInt emax = 0,eemax = 0;
1137 
1138     if (ii[i+1]==ii[i] || PetscBTLookup(btv,i)) continue;
1139     ierr = PetscArrayzero(emarks,nee+1);CHKERRQ(ierr);
1140     for (j=ii[i];j<ii[i+1];j++) emarks[marks[jj[j]]]++;
1141     for (j=1;j<nee+1;j++) {
1142       if (emax < emarks[j]) {
1143         emax = emarks[j];
1144         eemax = j;
1145       }
1146     }
1147     /* not relevant for edges */
1148     if (!eemax) continue;
1149 
1150     for (j=ii[i];j<ii[i+1];j++) {
1151       if (marks[jj[j]] && marks[jj[j]] != eemax) {
1152         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",marks[jj[j]]-1,eemax,i,jj[j]);
1153       }
1154     }
1155   }
1156   ierr = PetscFree(emarks);CHKERRQ(ierr);
1157   ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1158 #endif
1159 
1160   /* Compute extended rows indices for edge blocks of the change of basis */
1161   ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1162   ierr = MatSeqAIJGetMaxRowNonzeros(lGt,&extmem);CHKERRQ(ierr);
1163   extmem *= maxsize;
1164   ierr = PetscMalloc1(extmem*nee,&extrow);CHKERRQ(ierr);
1165   ierr = PetscMalloc1(nee,&extrows);CHKERRQ(ierr);
1166   ierr = PetscCalloc1(nee,&extrowcum);CHKERRQ(ierr);
1167   for (i=0;i<nv;i++) {
1168     PetscInt mark = 0,size,start;
1169 
1170     if (ii[i+1]==ii[i] || PetscBTLookup(btv,i)) continue;
1171     for (j=ii[i];j<ii[i+1];j++)
1172       if (marks[jj[j]] && !mark)
1173         mark = marks[jj[j]];
1174 
1175     /* not relevant */
1176     if (!mark) continue;
1177 
1178     /* import extended row */
1179     mark--;
1180     start = mark*extmem+extrowcum[mark];
1181     size = ii[i+1]-ii[i];
1182     if (extrowcum[mark] + size > extmem) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Not enough memory allocated %D > %D",extrowcum[mark] + size,extmem);
1183     ierr = PetscArraycpy(extrow+start,jj+ii[i],size);CHKERRQ(ierr);
1184     extrowcum[mark] += size;
1185   }
1186   ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1187   ierr = MatDestroy(&lGt);CHKERRQ(ierr);
1188   ierr = PetscFree(marks);CHKERRQ(ierr);
1189 
1190   /* Compress extrows */
1191   cum  = 0;
1192   for (i=0;i<nee;i++) {
1193     PetscInt size = extrowcum[i],*start = extrow + i*extmem;
1194     ierr = PetscSortRemoveDupsInt(&size,start);CHKERRQ(ierr);
1195     ierr = ISCreateGeneral(PETSC_COMM_SELF,size,start,PETSC_USE_POINTER,&extrows[i]);CHKERRQ(ierr);
1196     cum  = PetscMax(cum,size);
1197   }
1198   ierr = PetscFree(extrowcum);CHKERRQ(ierr);
1199   ierr = PetscBTDestroy(&btv);CHKERRQ(ierr);
1200   ierr = PetscBTDestroy(&btvcand);CHKERRQ(ierr);
1201 
1202   /* Workspace for lapack inner calls and VecSetValues */
1203   ierr = PetscMalloc2((5+cum+maxsize)*maxsize,&work,maxsize,&rwork);CHKERRQ(ierr);
1204 
1205   /* Create change of basis matrix (preallocation can be improved) */
1206   ierr = MatCreate(comm,&T);CHKERRQ(ierr);
1207   ierr = MatSetSizes(T,pc->pmat->rmap->n,pc->pmat->rmap->n,
1208                        pc->pmat->rmap->N,pc->pmat->rmap->N);CHKERRQ(ierr);
1209   ierr = MatSetType(T,MATAIJ);CHKERRQ(ierr);
1210   ierr = MatSeqAIJSetPreallocation(T,10,NULL);CHKERRQ(ierr);
1211   ierr = MatMPIAIJSetPreallocation(T,10,NULL,10,NULL);CHKERRQ(ierr);
1212   ierr = MatSetLocalToGlobalMapping(T,al2g,al2g);CHKERRQ(ierr);
1213   ierr = MatSetOption(T,MAT_NEW_NONZERO_ALLOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
1214   ierr = MatSetOption(T,MAT_ROW_ORIENTED,PETSC_FALSE);CHKERRQ(ierr);
1215   ierr = ISLocalToGlobalMappingDestroy(&al2g);CHKERRQ(ierr);
1216 
1217   /* Defaults to identity */
1218   ierr = MatCreateVecs(pc->pmat,&tvec,NULL);CHKERRQ(ierr);
1219   ierr = VecSet(tvec,1.0);CHKERRQ(ierr);
1220   ierr = MatDiagonalSet(T,tvec,INSERT_VALUES);CHKERRQ(ierr);
1221   ierr = VecDestroy(&tvec);CHKERRQ(ierr);
1222 
1223   /* Create discrete gradient for the coarser level if needed */
1224   ierr = MatDestroy(&pcbddc->nedcG);CHKERRQ(ierr);
1225   ierr = ISDestroy(&pcbddc->nedclocal);CHKERRQ(ierr);
1226   if (pcbddc->current_level < pcbddc->max_levels) {
1227     ISLocalToGlobalMapping cel2g,cvl2g;
1228     IS                     wis,gwis;
1229     PetscInt               cnv,cne;
1230 
1231     ierr = ISCreateGeneral(comm,nee,cedges,PETSC_COPY_VALUES,&wis);CHKERRQ(ierr);
1232     if (fl2g) {
1233       ierr = ISLocalToGlobalMappingApplyIS(fl2g,wis,&pcbddc->nedclocal);CHKERRQ(ierr);
1234     } else {
1235       ierr = PetscObjectReference((PetscObject)wis);CHKERRQ(ierr);
1236       pcbddc->nedclocal = wis;
1237     }
1238     ierr = ISLocalToGlobalMappingApplyIS(el2g,wis,&gwis);CHKERRQ(ierr);
1239     ierr = ISDestroy(&wis);CHKERRQ(ierr);
1240     ierr = ISRenumber(gwis,NULL,&cne,&wis);CHKERRQ(ierr);
1241     ierr = ISLocalToGlobalMappingCreateIS(wis,&cel2g);CHKERRQ(ierr);
1242     ierr = ISDestroy(&wis);CHKERRQ(ierr);
1243     ierr = ISDestroy(&gwis);CHKERRQ(ierr);
1244 
1245     ierr = ISCreateGeneral(comm,2*nee,corners,PETSC_USE_POINTER,&wis);CHKERRQ(ierr);
1246     ierr = ISLocalToGlobalMappingApplyIS(vl2g,wis,&gwis);CHKERRQ(ierr);
1247     ierr = ISDestroy(&wis);CHKERRQ(ierr);
1248     ierr = ISRenumber(gwis,NULL,&cnv,&wis);CHKERRQ(ierr);
1249     ierr = ISLocalToGlobalMappingCreateIS(wis,&cvl2g);CHKERRQ(ierr);
1250     ierr = ISDestroy(&wis);CHKERRQ(ierr);
1251     ierr = ISDestroy(&gwis);CHKERRQ(ierr);
1252 
1253     ierr = MatCreate(comm,&pcbddc->nedcG);CHKERRQ(ierr);
1254     ierr = MatSetSizes(pcbddc->nedcG,PETSC_DECIDE,PETSC_DECIDE,cne,cnv);CHKERRQ(ierr);
1255     ierr = MatSetType(pcbddc->nedcG,MATAIJ);CHKERRQ(ierr);
1256     ierr = MatSeqAIJSetPreallocation(pcbddc->nedcG,2,NULL);CHKERRQ(ierr);
1257     ierr = MatMPIAIJSetPreallocation(pcbddc->nedcG,2,NULL,2,NULL);CHKERRQ(ierr);
1258     ierr = MatSetLocalToGlobalMapping(pcbddc->nedcG,cel2g,cvl2g);CHKERRQ(ierr);
1259     ierr = ISLocalToGlobalMappingDestroy(&cel2g);CHKERRQ(ierr);
1260     ierr = ISLocalToGlobalMappingDestroy(&cvl2g);CHKERRQ(ierr);
1261   }
1262   ierr = ISLocalToGlobalMappingDestroy(&vl2g);CHKERRQ(ierr);
1263 
1264 #if defined(PRINT_GDET)
1265   inc = 0;
1266   lev = pcbddc->current_level;
1267 #endif
1268 
1269   /* Insert values in the change of basis matrix */
1270   for (i=0;i<nee;i++) {
1271     Mat         Gins = NULL, GKins = NULL;
1272     IS          cornersis = NULL;
1273     PetscScalar cvals[2];
1274 
1275     if (pcbddc->nedcG) {
1276       ierr = ISCreateGeneral(PETSC_COMM_SELF,2,corners+2*i,PETSC_USE_POINTER,&cornersis);CHKERRQ(ierr);
1277     }
1278     ierr = PCBDDCComputeNedelecChangeEdge(lG,eedges[i],extrows[i],extcols[i],cornersis,&Gins,&GKins,cvals,work,rwork);CHKERRQ(ierr);
1279     if (Gins && GKins) {
1280       const PetscScalar *data;
1281       const PetscInt    *rows,*cols;
1282       PetscInt          nrh,nch,nrc,ncc;
1283 
1284       ierr = ISGetIndices(eedges[i],&cols);CHKERRQ(ierr);
1285       /* H1 */
1286       ierr = ISGetIndices(extrows[i],&rows);CHKERRQ(ierr);
1287       ierr = MatGetSize(Gins,&nrh,&nch);CHKERRQ(ierr);
1288       ierr = MatDenseGetArrayRead(Gins,&data);CHKERRQ(ierr);
1289       ierr = MatSetValuesLocal(T,nrh,rows,nch,cols,data,INSERT_VALUES);CHKERRQ(ierr);
1290       ierr = MatDenseRestoreArrayRead(Gins,&data);CHKERRQ(ierr);
1291       ierr = ISRestoreIndices(extrows[i],&rows);CHKERRQ(ierr);
1292       /* complement */
1293       ierr = MatGetSize(GKins,&nrc,&ncc);CHKERRQ(ierr);
1294       if (!ncc) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Constant function has not been generated for coarse edge %D",i);
1295       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);
1296       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);
1297       ierr = MatDenseGetArrayRead(GKins,&data);CHKERRQ(ierr);
1298       ierr = MatSetValuesLocal(T,nrc,cols,ncc,cols+nch,data,INSERT_VALUES);CHKERRQ(ierr);
1299       ierr = MatDenseRestoreArrayRead(GKins,&data);CHKERRQ(ierr);
1300 
1301       /* coarse discrete gradient */
1302       if (pcbddc->nedcG) {
1303         PetscInt cols[2];
1304 
1305         cols[0] = 2*i;
1306         cols[1] = 2*i+1;
1307         ierr = MatSetValuesLocal(pcbddc->nedcG,1,&i,2,cols,cvals,INSERT_VALUES);CHKERRQ(ierr);
1308       }
1309       ierr = ISRestoreIndices(eedges[i],&cols);CHKERRQ(ierr);
1310     }
1311     ierr = ISDestroy(&extrows[i]);CHKERRQ(ierr);
1312     ierr = ISDestroy(&extcols[i]);CHKERRQ(ierr);
1313     ierr = ISDestroy(&cornersis);CHKERRQ(ierr);
1314     ierr = MatDestroy(&Gins);CHKERRQ(ierr);
1315     ierr = MatDestroy(&GKins);CHKERRQ(ierr);
1316   }
1317   ierr = ISLocalToGlobalMappingDestroy(&el2g);CHKERRQ(ierr);
1318 
1319   /* Start assembling */
1320   ierr = MatAssemblyBegin(T,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
1321   if (pcbddc->nedcG) {
1322     ierr = MatAssemblyBegin(pcbddc->nedcG,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
1323   }
1324 
1325   /* Free */
1326   if (fl2g) {
1327     ierr = ISDestroy(&primals);CHKERRQ(ierr);
1328     for (i=0;i<nee;i++) {
1329       ierr = ISDestroy(&eedges[i]);CHKERRQ(ierr);
1330     }
1331     ierr = PetscFree(eedges);CHKERRQ(ierr);
1332   }
1333 
1334   /* hack mat_graph with primal dofs on the coarse edges */
1335   {
1336     PCBDDCGraph graph   = pcbddc->mat_graph;
1337     PetscInt    *oqueue = graph->queue;
1338     PetscInt    *ocptr  = graph->cptr;
1339     PetscInt    ncc,*idxs;
1340 
1341     /* find first primal edge */
1342     if (pcbddc->nedclocal) {
1343       ierr = ISGetIndices(pcbddc->nedclocal,(const PetscInt**)&idxs);CHKERRQ(ierr);
1344     } else {
1345       if (fl2g) {
1346         ierr = ISLocalToGlobalMappingApply(fl2g,nee,cedges,cedges);CHKERRQ(ierr);
1347       }
1348       idxs = cedges;
1349     }
1350     cum = 0;
1351     while (cum < nee && cedges[cum] < 0) cum++;
1352 
1353     /* adapt connected components */
1354     ierr = PetscMalloc2(graph->nvtxs+1,&graph->cptr,ocptr[graph->ncc],&graph->queue);CHKERRQ(ierr);
1355     graph->cptr[0] = 0;
1356     for (i=0,ncc=0;i<graph->ncc;i++) {
1357       PetscInt lc = ocptr[i+1]-ocptr[i];
1358       if (cum != nee && oqueue[ocptr[i+1]-1] == cedges[cum]) { /* this cc has a primal dof */
1359         graph->cptr[ncc+1] = graph->cptr[ncc]+1;
1360         graph->queue[graph->cptr[ncc]] = cedges[cum];
1361         ncc++;
1362         lc--;
1363         cum++;
1364         while (cum < nee && cedges[cum] < 0) cum++;
1365       }
1366       graph->cptr[ncc+1] = graph->cptr[ncc] + lc;
1367       for (j=0;j<lc;j++) graph->queue[graph->cptr[ncc]+j] = oqueue[ocptr[i]+j];
1368       ncc++;
1369     }
1370     graph->ncc = ncc;
1371     if (pcbddc->nedclocal) {
1372       ierr = ISRestoreIndices(pcbddc->nedclocal,(const PetscInt**)&idxs);CHKERRQ(ierr);
1373     }
1374     ierr = PetscFree2(ocptr,oqueue);CHKERRQ(ierr);
1375   }
1376   ierr = ISLocalToGlobalMappingDestroy(&fl2g);CHKERRQ(ierr);
1377   ierr = PCBDDCGraphRestoreCandidatesIS(pcbddc->mat_graph,NULL,NULL,&nee,&alleedges,&allprimals);CHKERRQ(ierr);
1378   ierr = PCBDDCGraphResetCSR(pcbddc->mat_graph);CHKERRQ(ierr);
1379   ierr = MatDestroy(&conn);CHKERRQ(ierr);
1380 
1381   ierr = ISDestroy(&nedfieldlocal);CHKERRQ(ierr);
1382   ierr = PetscFree(extrow);CHKERRQ(ierr);
1383   ierr = PetscFree2(work,rwork);CHKERRQ(ierr);
1384   ierr = PetscFree(corners);CHKERRQ(ierr);
1385   ierr = PetscFree(cedges);CHKERRQ(ierr);
1386   ierr = PetscFree(extrows);CHKERRQ(ierr);
1387   ierr = PetscFree(extcols);CHKERRQ(ierr);
1388   ierr = MatDestroy(&lG);CHKERRQ(ierr);
1389 
1390   /* Complete assembling */
1391   ierr = MatAssemblyEnd(T,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
1392   if (pcbddc->nedcG) {
1393     ierr = MatAssemblyEnd(pcbddc->nedcG,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
1394 #if 0
1395     ierr = PetscObjectSetName((PetscObject)pcbddc->nedcG,"coarse_G");CHKERRQ(ierr);
1396     ierr = MatView(pcbddc->nedcG,NULL);CHKERRQ(ierr);
1397 #endif
1398   }
1399 
1400   /* set change of basis */
1401   ierr = PCBDDCSetChangeOfBasisMat(pc,T,singular);CHKERRQ(ierr);
1402   ierr = MatDestroy(&T);CHKERRQ(ierr);
1403 
1404   PetscFunctionReturn(0);
1405 }
1406 
1407 /* the near-null space of BDDC carries information on quadrature weights,
1408    and these can be collinear -> so cheat with MatNullSpaceCreate
1409    and create a suitable set of basis vectors first */
1410 PetscErrorCode PCBDDCNullSpaceCreate(MPI_Comm comm, PetscBool has_const, PetscInt nvecs, Vec quad_vecs[], MatNullSpace *nnsp)
1411 {
1412   PetscErrorCode ierr;
1413   PetscInt       i;
1414 
1415   PetscFunctionBegin;
1416   for (i=0;i<nvecs;i++) {
1417     PetscInt first,last;
1418 
1419     ierr = VecGetOwnershipRange(quad_vecs[i],&first,&last);CHKERRQ(ierr);
1420     if (last-first < 2*nvecs && has_const) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Not implemented");
1421     if (i>=first && i < last) {
1422       PetscScalar *data;
1423       ierr = VecGetArray(quad_vecs[i],&data);CHKERRQ(ierr);
1424       if (!has_const) {
1425         data[i-first] = 1.;
1426       } else {
1427         data[2*i-first] = 1./PetscSqrtReal(2.);
1428         data[2*i-first+1] = -1./PetscSqrtReal(2.);
1429       }
1430       ierr = VecRestoreArray(quad_vecs[i],&data);CHKERRQ(ierr);
1431     }
1432     ierr = PetscObjectStateIncrease((PetscObject)quad_vecs[i]);CHKERRQ(ierr);
1433   }
1434   ierr = MatNullSpaceCreate(comm,has_const,nvecs,quad_vecs,nnsp);CHKERRQ(ierr);
1435   for (i=0;i<nvecs;i++) { /* reset vectors */
1436     PetscInt first,last;
1437     ierr = VecLockReadPop(quad_vecs[i]);CHKERRQ(ierr);
1438     ierr = VecGetOwnershipRange(quad_vecs[i],&first,&last);CHKERRQ(ierr);
1439     if (i>=first && i < last) {
1440       PetscScalar *data;
1441       ierr = VecGetArray(quad_vecs[i],&data);CHKERRQ(ierr);
1442       if (!has_const) {
1443         data[i-first] = 0.;
1444       } else {
1445         data[2*i-first] = 0.;
1446         data[2*i-first+1] = 0.;
1447       }
1448       ierr = VecRestoreArray(quad_vecs[i],&data);CHKERRQ(ierr);
1449     }
1450     ierr = PetscObjectStateIncrease((PetscObject)quad_vecs[i]);CHKERRQ(ierr);
1451     ierr = VecLockReadPush(quad_vecs[i]);CHKERRQ(ierr);
1452   }
1453   PetscFunctionReturn(0);
1454 }
1455 
1456 PetscErrorCode PCBDDCComputeNoNetFlux(Mat A, Mat divudotp, PetscBool transpose, IS vl2l, PCBDDCGraph graph, MatNullSpace *nnsp)
1457 {
1458   Mat                    loc_divudotp;
1459   Vec                    p,v,vins,quad_vec,*quad_vecs;
1460   ISLocalToGlobalMapping map;
1461   PetscScalar            *vals;
1462   const PetscScalar      *array;
1463   PetscInt               i,maxneighs,maxsize,*gidxs;
1464   PetscInt               n_neigh,*neigh,*n_shared,**shared;
1465   PetscMPIInt            rank;
1466   PetscErrorCode         ierr;
1467 
1468   PetscFunctionBegin;
1469   ierr = ISLocalToGlobalMappingGetInfo(graph->l2gmap,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
1470   ierr = MPIU_Allreduce(&n_neigh,&maxneighs,1,MPIU_INT,MPI_MAX,PetscObjectComm((PetscObject)A));CHKERRQ(ierr);
1471   if (!maxneighs) {
1472     ierr  = ISLocalToGlobalMappingRestoreInfo(graph->l2gmap,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
1473     *nnsp = NULL;
1474     PetscFunctionReturn(0);
1475   }
1476   maxsize = 0;
1477   for (i=0;i<n_neigh;i++) maxsize = PetscMax(n_shared[i],maxsize);
1478   ierr = PetscMalloc2(maxsize,&gidxs,maxsize,&vals);CHKERRQ(ierr);
1479   /* create vectors to hold quadrature weights */
1480   ierr = MatCreateVecs(A,&quad_vec,NULL);CHKERRQ(ierr);
1481   if (!transpose) {
1482     ierr = MatGetLocalToGlobalMapping(A,&map,NULL);CHKERRQ(ierr);
1483   } else {
1484     ierr = MatGetLocalToGlobalMapping(A,NULL,&map);CHKERRQ(ierr);
1485   }
1486   ierr = VecDuplicateVecs(quad_vec,maxneighs,&quad_vecs);CHKERRQ(ierr);
1487   ierr = VecDestroy(&quad_vec);CHKERRQ(ierr);
1488   ierr = PCBDDCNullSpaceCreate(PetscObjectComm((PetscObject)A),PETSC_FALSE,maxneighs,quad_vecs,nnsp);CHKERRQ(ierr);
1489   for (i=0;i<maxneighs;i++) {
1490     ierr = VecLockReadPop(quad_vecs[i]);CHKERRQ(ierr);
1491   }
1492 
1493   /* compute local quad vec */
1494   ierr = MatISGetLocalMat(divudotp,&loc_divudotp);CHKERRQ(ierr);
1495   if (!transpose) {
1496     ierr = MatCreateVecs(loc_divudotp,&v,&p);CHKERRQ(ierr);
1497   } else {
1498     ierr = MatCreateVecs(loc_divudotp,&p,&v);CHKERRQ(ierr);
1499   }
1500   ierr = VecSet(p,1.);CHKERRQ(ierr);
1501   if (!transpose) {
1502     ierr = MatMultTranspose(loc_divudotp,p,v);CHKERRQ(ierr);
1503   } else {
1504     ierr = MatMult(loc_divudotp,p,v);CHKERRQ(ierr);
1505   }
1506   if (vl2l) {
1507     Mat        lA;
1508     VecScatter sc;
1509 
1510     ierr = MatISGetLocalMat(A,&lA);CHKERRQ(ierr);
1511     ierr = MatCreateVecs(lA,&vins,NULL);CHKERRQ(ierr);
1512     ierr = VecScatterCreate(v,NULL,vins,vl2l,&sc);CHKERRQ(ierr);
1513     ierr = VecScatterBegin(sc,v,vins,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1514     ierr = VecScatterEnd(sc,v,vins,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1515     ierr = VecScatterDestroy(&sc);CHKERRQ(ierr);
1516   } else {
1517     vins = v;
1518   }
1519   ierr = VecGetArrayRead(vins,&array);CHKERRQ(ierr);
1520   ierr = VecDestroy(&p);CHKERRQ(ierr);
1521 
1522   /* insert in global quadrature vecs */
1523   ierr = MPI_Comm_rank(PetscObjectComm((PetscObject)A),&rank);CHKERRQ(ierr);
1524   for (i=0;i<n_neigh;i++) {
1525     const PetscInt    *idxs;
1526     PetscInt          idx,nn,j;
1527 
1528     idxs = shared[i];
1529     nn   = n_shared[i];
1530     for (j=0;j<nn;j++) vals[j] = array[idxs[j]];
1531     ierr = PetscFindInt(rank,graph->count[idxs[0]],graph->neighbours_set[idxs[0]],&idx);CHKERRQ(ierr);
1532     idx  = -(idx+1);
1533     ierr = ISLocalToGlobalMappingApply(map,nn,idxs,gidxs);CHKERRQ(ierr);
1534     ierr = VecSetValues(quad_vecs[idx],nn,gidxs,vals,INSERT_VALUES);CHKERRQ(ierr);
1535   }
1536   ierr = ISLocalToGlobalMappingRestoreInfo(graph->l2gmap,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
1537   ierr = VecRestoreArrayRead(vins,&array);CHKERRQ(ierr);
1538   if (vl2l) {
1539     ierr = VecDestroy(&vins);CHKERRQ(ierr);
1540   }
1541   ierr = VecDestroy(&v);CHKERRQ(ierr);
1542   ierr = PetscFree2(gidxs,vals);CHKERRQ(ierr);
1543 
1544   /* assemble near null space */
1545   for (i=0;i<maxneighs;i++) {
1546     ierr = VecAssemblyBegin(quad_vecs[i]);CHKERRQ(ierr);
1547   }
1548   for (i=0;i<maxneighs;i++) {
1549     ierr = VecAssemblyEnd(quad_vecs[i]);CHKERRQ(ierr);
1550     ierr = VecViewFromOptions(quad_vecs[i],NULL,"-pc_bddc_quad_vecs_view");CHKERRQ(ierr);
1551     ierr = VecLockReadPush(quad_vecs[i]);CHKERRQ(ierr);
1552   }
1553   ierr = VecDestroyVecs(maxneighs,&quad_vecs);CHKERRQ(ierr);
1554   PetscFunctionReturn(0);
1555 }
1556 
1557 PetscErrorCode PCBDDCAddPrimalVerticesLocalIS(PC pc, IS primalv)
1558 {
1559   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
1560   PetscErrorCode ierr;
1561 
1562   PetscFunctionBegin;
1563   if (primalv) {
1564     if (pcbddc->user_primal_vertices_local) {
1565       IS list[2], newp;
1566 
1567       list[0] = primalv;
1568       list[1] = pcbddc->user_primal_vertices_local;
1569       ierr = ISConcatenate(PetscObjectComm((PetscObject)pc),2,list,&newp);CHKERRQ(ierr);
1570       ierr = ISSortRemoveDups(newp);CHKERRQ(ierr);
1571       ierr = ISDestroy(&list[1]);CHKERRQ(ierr);
1572       pcbddc->user_primal_vertices_local = newp;
1573     } else {
1574       ierr = PCBDDCSetPrimalVerticesLocalIS(pc,primalv);CHKERRQ(ierr);
1575     }
1576   }
1577   PetscFunctionReturn(0);
1578 }
1579 
1580 static PetscErrorCode func_coords_private(PetscInt dim, PetscReal t, const PetscReal X[], PetscInt Nf, PetscScalar *out, void *ctx)
1581 {
1582   PetscInt f, *comp  = (PetscInt *)ctx;
1583 
1584   PetscFunctionBegin;
1585   for (f=0;f<Nf;f++) out[f] = X[*comp];
1586   PetscFunctionReturn(0);
1587 }
1588 
1589 PetscErrorCode PCBDDCComputeLocalTopologyInfo(PC pc)
1590 {
1591   PetscErrorCode ierr;
1592   Vec            local,global;
1593   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
1594   Mat_IS         *matis = (Mat_IS*)pc->pmat->data;
1595   PetscBool      monolithic = PETSC_FALSE;
1596 
1597   PetscFunctionBegin;
1598   ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)pc),((PetscObject)pc)->prefix,"BDDC topology options","PC");CHKERRQ(ierr);
1599   ierr = PetscOptionsBool("-pc_bddc_monolithic","Discard any information on dofs splitting",NULL,monolithic,&monolithic,NULL);CHKERRQ(ierr);
1600   ierr = PetscOptionsEnd();CHKERRQ(ierr);
1601   /* need to convert from global to local topology information and remove references to information in global ordering */
1602   ierr = MatCreateVecs(pc->pmat,&global,NULL);CHKERRQ(ierr);
1603   ierr = MatCreateVecs(matis->A,&local,NULL);CHKERRQ(ierr);
1604   ierr = VecPinToCPU(global,PETSC_TRUE);CHKERRQ(ierr);
1605   ierr = VecPinToCPU(local,PETSC_TRUE);CHKERRQ(ierr);
1606   if (monolithic) { /* just get block size to properly compute vertices */
1607     if (pcbddc->vertex_size == 1) {
1608       ierr = MatGetBlockSize(pc->pmat,&pcbddc->vertex_size);CHKERRQ(ierr);
1609     }
1610     goto boundary;
1611   }
1612 
1613   if (pcbddc->user_provided_isfordofs) {
1614     if (pcbddc->n_ISForDofs) {
1615       PetscInt i;
1616 
1617       ierr = PetscMalloc1(pcbddc->n_ISForDofs,&pcbddc->ISForDofsLocal);CHKERRQ(ierr);
1618       for (i=0;i<pcbddc->n_ISForDofs;i++) {
1619         PetscInt bs;
1620 
1621         ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,pcbddc->ISForDofs[i],&pcbddc->ISForDofsLocal[i]);CHKERRQ(ierr);
1622         ierr = ISGetBlockSize(pcbddc->ISForDofs[i],&bs);CHKERRQ(ierr);
1623         ierr = ISSetBlockSize(pcbddc->ISForDofsLocal[i],bs);CHKERRQ(ierr);
1624         ierr = ISDestroy(&pcbddc->ISForDofs[i]);CHKERRQ(ierr);
1625       }
1626       pcbddc->n_ISForDofsLocal = pcbddc->n_ISForDofs;
1627       pcbddc->n_ISForDofs = 0;
1628       ierr = PetscFree(pcbddc->ISForDofs);CHKERRQ(ierr);
1629     }
1630   } else {
1631     if (!pcbddc->n_ISForDofsLocal) { /* field split not present */
1632       DM dm;
1633 
1634       ierr = MatGetDM(pc->pmat, &dm);CHKERRQ(ierr);
1635       if (!dm) {
1636         ierr = PCGetDM(pc, &dm);CHKERRQ(ierr);
1637       }
1638       if (dm) {
1639         IS      *fields;
1640         PetscInt nf,i;
1641 
1642         ierr = DMCreateFieldDecomposition(dm,&nf,NULL,&fields,NULL);CHKERRQ(ierr);
1643         ierr = PetscMalloc1(nf,&pcbddc->ISForDofsLocal);CHKERRQ(ierr);
1644         for (i=0;i<nf;i++) {
1645           PetscInt bs;
1646 
1647           ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,fields[i],&pcbddc->ISForDofsLocal[i]);CHKERRQ(ierr);
1648           ierr = ISGetBlockSize(fields[i],&bs);CHKERRQ(ierr);
1649           ierr = ISSetBlockSize(pcbddc->ISForDofsLocal[i],bs);CHKERRQ(ierr);
1650           ierr = ISDestroy(&fields[i]);CHKERRQ(ierr);
1651         }
1652         ierr = PetscFree(fields);CHKERRQ(ierr);
1653         pcbddc->n_ISForDofsLocal = nf;
1654       } else { /* See if MATIS has fields attached by the conversion from MatNest */
1655         PetscContainer   c;
1656 
1657         ierr = PetscObjectQuery((PetscObject)pc->pmat,"_convert_nest_lfields",(PetscObject*)&c);CHKERRQ(ierr);
1658         if (c) {
1659           MatISLocalFields lf;
1660           ierr = PetscContainerGetPointer(c,(void**)&lf);CHKERRQ(ierr);
1661           ierr = PCBDDCSetDofsSplittingLocal(pc,lf->nr,lf->rf);CHKERRQ(ierr);
1662         } else { /* fallback, create the default fields if bs > 1 */
1663           PetscInt i, n = matis->A->rmap->n;
1664           ierr = MatGetBlockSize(pc->pmat,&i);CHKERRQ(ierr);
1665           if (i > 1) {
1666             pcbddc->n_ISForDofsLocal = i;
1667             ierr = PetscMalloc1(pcbddc->n_ISForDofsLocal,&pcbddc->ISForDofsLocal);CHKERRQ(ierr);
1668             for (i=0;i<pcbddc->n_ISForDofsLocal;i++) {
1669               ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),n/pcbddc->n_ISForDofsLocal,i,pcbddc->n_ISForDofsLocal,&pcbddc->ISForDofsLocal[i]);CHKERRQ(ierr);
1670             }
1671           }
1672         }
1673       }
1674     } else {
1675       PetscInt i;
1676       for (i=0;i<pcbddc->n_ISForDofsLocal;i++) {
1677         ierr = PCBDDCConsistencyCheckIS(pc,MPI_LAND,&pcbddc->ISForDofsLocal[i]);CHKERRQ(ierr);
1678       }
1679     }
1680   }
1681 
1682 boundary:
1683   if (!pcbddc->DirichletBoundariesLocal && pcbddc->DirichletBoundaries) {
1684     ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,pcbddc->DirichletBoundaries,&pcbddc->DirichletBoundariesLocal);CHKERRQ(ierr);
1685   } else if (pcbddc->DirichletBoundariesLocal) {
1686     ierr = PCBDDCConsistencyCheckIS(pc,MPI_LAND,&pcbddc->DirichletBoundariesLocal);CHKERRQ(ierr);
1687   }
1688   if (!pcbddc->NeumannBoundariesLocal && pcbddc->NeumannBoundaries) {
1689     ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,pcbddc->NeumannBoundaries,&pcbddc->NeumannBoundariesLocal);CHKERRQ(ierr);
1690   } else if (pcbddc->NeumannBoundariesLocal) {
1691     ierr = PCBDDCConsistencyCheckIS(pc,MPI_LOR,&pcbddc->NeumannBoundariesLocal);CHKERRQ(ierr);
1692   }
1693   if (!pcbddc->user_primal_vertices_local && pcbddc->user_primal_vertices) {
1694     ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,pcbddc->user_primal_vertices,&pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
1695   }
1696   ierr = VecDestroy(&global);CHKERRQ(ierr);
1697   ierr = VecDestroy(&local);CHKERRQ(ierr);
1698   /* detect local disconnected subdomains if requested (use matis->A) */
1699   if (pcbddc->detect_disconnected) {
1700     IS        primalv = NULL;
1701     PetscInt  i;
1702     PetscBool filter = pcbddc->detect_disconnected_filter;
1703 
1704     for (i=0;i<pcbddc->n_local_subs;i++) {
1705       ierr = ISDestroy(&pcbddc->local_subs[i]);CHKERRQ(ierr);
1706     }
1707     ierr = PetscFree(pcbddc->local_subs);CHKERRQ(ierr);
1708     ierr = PCBDDCDetectDisconnectedComponents(pc,filter,&pcbddc->n_local_subs,&pcbddc->local_subs,&primalv);CHKERRQ(ierr);
1709     ierr = PCBDDCAddPrimalVerticesLocalIS(pc,primalv);CHKERRQ(ierr);
1710     ierr = ISDestroy(&primalv);CHKERRQ(ierr);
1711   }
1712   /* early stage corner detection */
1713   {
1714     DM dm;
1715 
1716     ierr = MatGetDM(pc->pmat,&dm);CHKERRQ(ierr);
1717     if (!dm) {
1718       ierr = PCGetDM(pc,&dm);CHKERRQ(ierr);
1719     }
1720     if (dm) {
1721       PetscBool isda;
1722 
1723       ierr = PetscObjectTypeCompare((PetscObject)dm,DMDA,&isda);CHKERRQ(ierr);
1724       if (isda) {
1725         ISLocalToGlobalMapping l2l;
1726         IS                     corners;
1727         Mat                    lA;
1728         PetscBool              gl,lo;
1729 
1730         {
1731           Vec               cvec;
1732           const PetscScalar *coords;
1733           PetscInt          dof,n,cdim;
1734           PetscBool         memc = PETSC_TRUE;
1735 
1736           ierr = DMDAGetInfo(dm,NULL,NULL,NULL,NULL,NULL,NULL,NULL,&dof,NULL,NULL,NULL,NULL,NULL);CHKERRQ(ierr);
1737           ierr = DMGetCoordinates(dm,&cvec);CHKERRQ(ierr);
1738           ierr = VecGetLocalSize(cvec,&n);CHKERRQ(ierr);
1739           ierr = VecGetBlockSize(cvec,&cdim);CHKERRQ(ierr);
1740           n   /= cdim;
1741           ierr = PetscFree(pcbddc->mat_graph->coords);CHKERRQ(ierr);
1742           ierr = PetscMalloc1(dof*n*cdim,&pcbddc->mat_graph->coords);CHKERRQ(ierr);
1743           ierr = VecGetArrayRead(cvec,&coords);CHKERRQ(ierr);
1744 #if defined(PETSC_USE_COMPLEX)
1745           memc = PETSC_FALSE;
1746 #endif
1747           if (dof != 1) memc = PETSC_FALSE;
1748           if (memc) {
1749             ierr = PetscArraycpy(pcbddc->mat_graph->coords,coords,cdim*n*dof);CHKERRQ(ierr);
1750           } else { /* BDDC graph does not use any blocked information, we need to replicate the data */
1751             PetscReal *bcoords = pcbddc->mat_graph->coords;
1752             PetscInt  i, b, d;
1753 
1754             for (i=0;i<n;i++) {
1755               for (b=0;b<dof;b++) {
1756                 for (d=0;d<cdim;d++) {
1757                   bcoords[i*dof*cdim + b*cdim + d] = PetscRealPart(coords[i*cdim+d]);
1758                 }
1759               }
1760             }
1761           }
1762           ierr = VecRestoreArrayRead(cvec,&coords);CHKERRQ(ierr);
1763           pcbddc->mat_graph->cdim  = cdim;
1764           pcbddc->mat_graph->cnloc = dof*n;
1765           pcbddc->mat_graph->cloc  = PETSC_FALSE;
1766         }
1767         ierr = DMDAGetSubdomainCornersIS(dm,&corners);CHKERRQ(ierr);
1768         ierr = MatISGetLocalMat(pc->pmat,&lA);CHKERRQ(ierr);
1769         ierr = MatGetLocalToGlobalMapping(lA,&l2l,NULL);CHKERRQ(ierr);
1770         ierr = MatISRestoreLocalMat(pc->pmat,&lA);CHKERRQ(ierr);
1771         lo   = (PetscBool)(l2l && corners);
1772         ierr = MPIU_Allreduce(&lo,&gl,1,MPIU_BOOL,MPI_LAND,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
1773         if (gl) { /* From PETSc's DMDA */
1774           const PetscInt    *idx;
1775           PetscInt          dof,bs,*idxout,n;
1776 
1777           ierr = DMDAGetInfo(dm,NULL,NULL,NULL,NULL,NULL,NULL,NULL,&dof,NULL,NULL,NULL,NULL,NULL);CHKERRQ(ierr);
1778           ierr = ISLocalToGlobalMappingGetBlockSize(l2l,&bs);CHKERRQ(ierr);
1779           ierr = ISGetLocalSize(corners,&n);CHKERRQ(ierr);
1780           ierr = ISGetIndices(corners,&idx);CHKERRQ(ierr);
1781           if (bs == dof) {
1782             ierr = PetscMalloc1(n,&idxout);CHKERRQ(ierr);
1783             ierr = ISLocalToGlobalMappingApplyBlock(l2l,n,idx,idxout);CHKERRQ(ierr);
1784           } else { /* the original DMDA local-to-local map have been modified */
1785             PetscInt i,d;
1786 
1787             ierr = PetscMalloc1(dof*n,&idxout);CHKERRQ(ierr);
1788             for (i=0;i<n;i++) for (d=0;d<dof;d++) idxout[dof*i+d] = dof*idx[i]+d;
1789             ierr = ISLocalToGlobalMappingApply(l2l,dof*n,idxout,idxout);CHKERRQ(ierr);
1790 
1791             bs = 1;
1792             n *= dof;
1793           }
1794           ierr = ISRestoreIndices(corners,&idx);CHKERRQ(ierr);
1795           ierr = DMDARestoreSubdomainCornersIS(dm,&corners);CHKERRQ(ierr);
1796           ierr = ISCreateBlock(PetscObjectComm((PetscObject)pc),bs,n,idxout,PETSC_OWN_POINTER,&corners);CHKERRQ(ierr);
1797           ierr = PCBDDCAddPrimalVerticesLocalIS(pc,corners);CHKERRQ(ierr);
1798           ierr = ISDestroy(&corners);CHKERRQ(ierr);
1799           pcbddc->corner_selected  = PETSC_TRUE;
1800           pcbddc->corner_selection = PETSC_TRUE;
1801         }
1802         if (corners) {
1803           ierr = DMDARestoreSubdomainCornersIS(dm,&corners);CHKERRQ(ierr);
1804         }
1805       }
1806     }
1807   }
1808   if (pcbddc->corner_selection && !pcbddc->mat_graph->cdim) {
1809     DM dm;
1810 
1811     ierr = MatGetDM(pc->pmat,&dm);CHKERRQ(ierr);
1812     if (!dm) {
1813       ierr = PCGetDM(pc,&dm);CHKERRQ(ierr);
1814     }
1815     if (dm) { /* this can get very expensive, I need to find a faster alternative */
1816       Vec            vcoords;
1817       PetscSection   section;
1818       PetscReal      *coords;
1819       PetscInt       d,cdim,nl,nf,**ctxs;
1820       PetscErrorCode (**funcs)(PetscInt, PetscReal, const PetscReal *, PetscInt, PetscScalar *, void *);
1821 
1822       ierr = DMGetCoordinateDim(dm,&cdim);CHKERRQ(ierr);
1823       ierr = DMGetLocalSection(dm,&section);CHKERRQ(ierr);
1824       ierr = PetscSectionGetNumFields(section,&nf);CHKERRQ(ierr);
1825       ierr = DMCreateGlobalVector(dm,&vcoords);CHKERRQ(ierr);
1826       ierr = VecGetLocalSize(vcoords,&nl);CHKERRQ(ierr);
1827       ierr = PetscMalloc1(nl*cdim,&coords);CHKERRQ(ierr);
1828       ierr = PetscMalloc2(nf,&funcs,nf,&ctxs);CHKERRQ(ierr);
1829       ierr = PetscMalloc1(nf,&ctxs[0]);CHKERRQ(ierr);
1830       for (d=0;d<nf;d++) funcs[d] = func_coords_private;
1831       for (d=1;d<nf;d++) ctxs[d] = ctxs[d-1] + 1;
1832       for (d=0;d<cdim;d++) {
1833         PetscInt          i;
1834         const PetscScalar *v;
1835 
1836         for (i=0;i<nf;i++) ctxs[i][0] = d;
1837         ierr = DMProjectFunction(dm,0.0,funcs,(void**)ctxs,INSERT_VALUES,vcoords);CHKERRQ(ierr);
1838         ierr = VecGetArrayRead(vcoords,&v);CHKERRQ(ierr);
1839         for (i=0;i<nl;i++) coords[i*cdim+d] = PetscRealPart(v[i]);
1840         ierr = VecRestoreArrayRead(vcoords,&v);CHKERRQ(ierr);
1841       }
1842       ierr = VecDestroy(&vcoords);CHKERRQ(ierr);
1843       ierr = PCSetCoordinates(pc,cdim,nl,coords);CHKERRQ(ierr);
1844       ierr = PetscFree(coords);CHKERRQ(ierr);
1845       ierr = PetscFree(ctxs[0]);CHKERRQ(ierr);
1846       ierr = PetscFree2(funcs,ctxs);CHKERRQ(ierr);
1847     }
1848   }
1849   PetscFunctionReturn(0);
1850 }
1851 
1852 PetscErrorCode PCBDDCConsistencyCheckIS(PC pc, MPI_Op mop, IS *is)
1853 {
1854   Mat_IS          *matis = (Mat_IS*)(pc->pmat->data);
1855   PetscErrorCode  ierr;
1856   IS              nis;
1857   const PetscInt  *idxs;
1858   PetscInt        i,nd,n = matis->A->rmap->n,*nidxs,nnd;
1859   PetscBool       *ld;
1860 
1861   PetscFunctionBegin;
1862   if (mop != MPI_LAND && mop != MPI_LOR) SETERRQ(PetscObjectComm((PetscObject)(pc)),PETSC_ERR_SUP,"Supported are MPI_LAND and MPI_LOR");
1863   if (mop == MPI_LAND) {
1864     /* init rootdata with true */
1865     ld   = (PetscBool*) matis->sf_rootdata;
1866     for (i=0;i<pc->pmat->rmap->n;i++) ld[i] = PETSC_TRUE;
1867   } else {
1868     ierr = PetscArrayzero(matis->sf_rootdata,pc->pmat->rmap->n);CHKERRQ(ierr);
1869   }
1870   ierr = PetscArrayzero(matis->sf_leafdata,n);CHKERRQ(ierr);
1871   ierr = ISGetLocalSize(*is,&nd);CHKERRQ(ierr);
1872   ierr = ISGetIndices(*is,&idxs);CHKERRQ(ierr);
1873   ld   = (PetscBool*) matis->sf_leafdata;
1874   for (i=0;i<nd;i++)
1875     if (-1 < idxs[i] && idxs[i] < n)
1876       ld[idxs[i]] = PETSC_TRUE;
1877   ierr = ISRestoreIndices(*is,&idxs);CHKERRQ(ierr);
1878   ierr = PetscSFReduceBegin(matis->sf,MPIU_BOOL,matis->sf_leafdata,matis->sf_rootdata,mop);CHKERRQ(ierr);
1879   ierr = PetscSFReduceEnd(matis->sf,MPIU_BOOL,matis->sf_leafdata,matis->sf_rootdata,mop);CHKERRQ(ierr);
1880   ierr = PetscSFBcastBegin(matis->sf,MPIU_BOOL,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
1881   ierr = PetscSFBcastEnd(matis->sf,MPIU_BOOL,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
1882   if (mop == MPI_LAND) {
1883     ierr = PetscMalloc1(nd,&nidxs);CHKERRQ(ierr);
1884   } else {
1885     ierr = PetscMalloc1(n,&nidxs);CHKERRQ(ierr);
1886   }
1887   for (i=0,nnd=0;i<n;i++)
1888     if (ld[i])
1889       nidxs[nnd++] = i;
1890   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)(*is)),nnd,nidxs,PETSC_OWN_POINTER,&nis);CHKERRQ(ierr);
1891   ierr = ISDestroy(is);CHKERRQ(ierr);
1892   *is  = nis;
1893   PetscFunctionReturn(0);
1894 }
1895 
1896 PetscErrorCode PCBDDCBenignRemoveInterior(PC pc,Vec r,Vec z)
1897 {
1898   PC_IS             *pcis = (PC_IS*)(pc->data);
1899   PC_BDDC           *pcbddc = (PC_BDDC*)(pc->data);
1900   PetscErrorCode    ierr;
1901 
1902   PetscFunctionBegin;
1903   if (!pcbddc->benign_have_null) {
1904     PetscFunctionReturn(0);
1905   }
1906   if (pcbddc->ChangeOfBasisMatrix) {
1907     Vec swap;
1908 
1909     ierr = MatMultTranspose(pcbddc->ChangeOfBasisMatrix,r,pcbddc->work_change);CHKERRQ(ierr);
1910     swap = pcbddc->work_change;
1911     pcbddc->work_change = r;
1912     r = swap;
1913   }
1914   ierr = VecScatterBegin(pcis->global_to_D,r,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1915   ierr = VecScatterEnd(pcis->global_to_D,r,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1916   ierr = KSPSolve(pcbddc->ksp_D,pcis->vec1_D,pcis->vec2_D);CHKERRQ(ierr);
1917   ierr = KSPCheckSolve(pcbddc->ksp_D,pc,pcis->vec2_D);CHKERRQ(ierr);
1918   ierr = VecSet(z,0.);CHKERRQ(ierr);
1919   ierr = VecScatterBegin(pcis->global_to_D,pcis->vec2_D,z,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1920   ierr = VecScatterEnd(pcis->global_to_D,pcis->vec2_D,z,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1921   if (pcbddc->ChangeOfBasisMatrix) {
1922     pcbddc->work_change = r;
1923     ierr = VecCopy(z,pcbddc->work_change);CHKERRQ(ierr);
1924     ierr = MatMult(pcbddc->ChangeOfBasisMatrix,pcbddc->work_change,z);CHKERRQ(ierr);
1925   }
1926   PetscFunctionReturn(0);
1927 }
1928 
1929 PetscErrorCode PCBDDCBenignMatMult_Private_Private(Mat A, Vec x, Vec y, PetscBool transpose)
1930 {
1931   PCBDDCBenignMatMult_ctx ctx;
1932   PetscErrorCode          ierr;
1933   PetscBool               apply_right,apply_left,reset_x;
1934 
1935   PetscFunctionBegin;
1936   ierr = MatShellGetContext(A,&ctx);CHKERRQ(ierr);
1937   if (transpose) {
1938     apply_right = ctx->apply_left;
1939     apply_left = ctx->apply_right;
1940   } else {
1941     apply_right = ctx->apply_right;
1942     apply_left = ctx->apply_left;
1943   }
1944   reset_x = PETSC_FALSE;
1945   if (apply_right) {
1946     const PetscScalar *ax;
1947     PetscInt          nl,i;
1948 
1949     ierr = VecGetLocalSize(x,&nl);CHKERRQ(ierr);
1950     ierr = VecGetArrayRead(x,&ax);CHKERRQ(ierr);
1951     ierr = PetscArraycpy(ctx->work,ax,nl);CHKERRQ(ierr);
1952     ierr = VecRestoreArrayRead(x,&ax);CHKERRQ(ierr);
1953     for (i=0;i<ctx->benign_n;i++) {
1954       PetscScalar    sum,val;
1955       const PetscInt *idxs;
1956       PetscInt       nz,j;
1957       ierr = ISGetLocalSize(ctx->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
1958       ierr = ISGetIndices(ctx->benign_zerodiag_subs[i],&idxs);CHKERRQ(ierr);
1959       sum = 0.;
1960       if (ctx->apply_p0) {
1961         val = ctx->work[idxs[nz-1]];
1962         for (j=0;j<nz-1;j++) {
1963           sum += ctx->work[idxs[j]];
1964           ctx->work[idxs[j]] += val;
1965         }
1966       } else {
1967         for (j=0;j<nz-1;j++) {
1968           sum += ctx->work[idxs[j]];
1969         }
1970       }
1971       ctx->work[idxs[nz-1]] -= sum;
1972       ierr = ISRestoreIndices(ctx->benign_zerodiag_subs[i],&idxs);CHKERRQ(ierr);
1973     }
1974     ierr = VecPlaceArray(x,ctx->work);CHKERRQ(ierr);
1975     reset_x = PETSC_TRUE;
1976   }
1977   if (transpose) {
1978     ierr = MatMultTranspose(ctx->A,x,y);CHKERRQ(ierr);
1979   } else {
1980     ierr = MatMult(ctx->A,x,y);CHKERRQ(ierr);
1981   }
1982   if (reset_x) {
1983     ierr = VecResetArray(x);CHKERRQ(ierr);
1984   }
1985   if (apply_left) {
1986     PetscScalar *ay;
1987     PetscInt    i;
1988 
1989     ierr = VecGetArray(y,&ay);CHKERRQ(ierr);
1990     for (i=0;i<ctx->benign_n;i++) {
1991       PetscScalar    sum,val;
1992       const PetscInt *idxs;
1993       PetscInt       nz,j;
1994       ierr = ISGetLocalSize(ctx->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
1995       ierr = ISGetIndices(ctx->benign_zerodiag_subs[i],&idxs);CHKERRQ(ierr);
1996       val = -ay[idxs[nz-1]];
1997       if (ctx->apply_p0) {
1998         sum = 0.;
1999         for (j=0;j<nz-1;j++) {
2000           sum += ay[idxs[j]];
2001           ay[idxs[j]] += val;
2002         }
2003         ay[idxs[nz-1]] += sum;
2004       } else {
2005         for (j=0;j<nz-1;j++) {
2006           ay[idxs[j]] += val;
2007         }
2008         ay[idxs[nz-1]] = 0.;
2009       }
2010       ierr = ISRestoreIndices(ctx->benign_zerodiag_subs[i],&idxs);CHKERRQ(ierr);
2011     }
2012     ierr = VecRestoreArray(y,&ay);CHKERRQ(ierr);
2013   }
2014   PetscFunctionReturn(0);
2015 }
2016 
2017 PetscErrorCode PCBDDCBenignMatMultTranspose_Private(Mat A, Vec x, Vec y)
2018 {
2019   PetscErrorCode ierr;
2020 
2021   PetscFunctionBegin;
2022   ierr = PCBDDCBenignMatMult_Private_Private(A,x,y,PETSC_TRUE);CHKERRQ(ierr);
2023   PetscFunctionReturn(0);
2024 }
2025 
2026 PetscErrorCode PCBDDCBenignMatMult_Private(Mat A, Vec x, Vec y)
2027 {
2028   PetscErrorCode ierr;
2029 
2030   PetscFunctionBegin;
2031   ierr = PCBDDCBenignMatMult_Private_Private(A,x,y,PETSC_FALSE);CHKERRQ(ierr);
2032   PetscFunctionReturn(0);
2033 }
2034 
2035 PetscErrorCode PCBDDCBenignShellMat(PC pc, PetscBool restore)
2036 {
2037   PC_IS                   *pcis = (PC_IS*)pc->data;
2038   PC_BDDC                 *pcbddc = (PC_BDDC*)pc->data;
2039   PCBDDCBenignMatMult_ctx ctx;
2040   PetscErrorCode          ierr;
2041 
2042   PetscFunctionBegin;
2043   if (!restore) {
2044     Mat                A_IB,A_BI;
2045     PetscScalar        *work;
2046     PCBDDCReuseSolvers reuse = pcbddc->sub_schurs ? pcbddc->sub_schurs->reuse_solver : NULL;
2047 
2048     if (pcbddc->benign_original_mat) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Benign original mat has not been restored");
2049     if (!pcbddc->benign_change || !pcbddc->benign_n || pcbddc->benign_change_explicit) PetscFunctionReturn(0);
2050     ierr = PetscMalloc1(pcis->n,&work);CHKERRQ(ierr);
2051     ierr = MatCreate(PETSC_COMM_SELF,&A_IB);CHKERRQ(ierr);
2052     ierr = MatSetSizes(A_IB,pcis->n-pcis->n_B,pcis->n_B,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
2053     ierr = MatSetType(A_IB,MATSHELL);CHKERRQ(ierr);
2054     ierr = MatShellSetOperation(A_IB,MATOP_MULT,(void (*)(void))PCBDDCBenignMatMult_Private);CHKERRQ(ierr);
2055     ierr = MatShellSetOperation(A_IB,MATOP_MULT_TRANSPOSE,(void (*)(void))PCBDDCBenignMatMultTranspose_Private);CHKERRQ(ierr);
2056     ierr = PetscNew(&ctx);CHKERRQ(ierr);
2057     ierr = MatShellSetContext(A_IB,ctx);CHKERRQ(ierr);
2058     ctx->apply_left = PETSC_TRUE;
2059     ctx->apply_right = PETSC_FALSE;
2060     ctx->apply_p0 = PETSC_FALSE;
2061     ctx->benign_n = pcbddc->benign_n;
2062     if (reuse) {
2063       ctx->benign_zerodiag_subs = reuse->benign_zerodiag_subs;
2064       ctx->free = PETSC_FALSE;
2065     } else { /* TODO: could be optimized for successive solves */
2066       ISLocalToGlobalMapping N_to_D;
2067       PetscInt               i;
2068 
2069       ierr = ISLocalToGlobalMappingCreateIS(pcis->is_I_local,&N_to_D);CHKERRQ(ierr);
2070       ierr = PetscMalloc1(pcbddc->benign_n,&ctx->benign_zerodiag_subs);CHKERRQ(ierr);
2071       for (i=0;i<pcbddc->benign_n;i++) {
2072         ierr = ISGlobalToLocalMappingApplyIS(N_to_D,IS_GTOLM_DROP,pcbddc->benign_zerodiag_subs[i],&ctx->benign_zerodiag_subs[i]);CHKERRQ(ierr);
2073       }
2074       ierr = ISLocalToGlobalMappingDestroy(&N_to_D);CHKERRQ(ierr);
2075       ctx->free = PETSC_TRUE;
2076     }
2077     ctx->A = pcis->A_IB;
2078     ctx->work = work;
2079     ierr = MatSetUp(A_IB);CHKERRQ(ierr);
2080     ierr = MatAssemblyBegin(A_IB,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2081     ierr = MatAssemblyEnd(A_IB,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2082     pcis->A_IB = A_IB;
2083 
2084     /* A_BI as A_IB^T */
2085     ierr = MatCreateTranspose(A_IB,&A_BI);CHKERRQ(ierr);
2086     pcbddc->benign_original_mat = pcis->A_BI;
2087     pcis->A_BI = A_BI;
2088   } else {
2089     if (!pcbddc->benign_original_mat) {
2090       PetscFunctionReturn(0);
2091     }
2092     ierr = MatShellGetContext(pcis->A_IB,&ctx);CHKERRQ(ierr);
2093     ierr = MatDestroy(&pcis->A_IB);CHKERRQ(ierr);
2094     pcis->A_IB = ctx->A;
2095     ctx->A = NULL;
2096     ierr = MatDestroy(&pcis->A_BI);CHKERRQ(ierr);
2097     pcis->A_BI = pcbddc->benign_original_mat;
2098     pcbddc->benign_original_mat = NULL;
2099     if (ctx->free) {
2100       PetscInt i;
2101       for (i=0;i<ctx->benign_n;i++) {
2102         ierr = ISDestroy(&ctx->benign_zerodiag_subs[i]);CHKERRQ(ierr);
2103       }
2104       ierr = PetscFree(ctx->benign_zerodiag_subs);CHKERRQ(ierr);
2105     }
2106     ierr = PetscFree(ctx->work);CHKERRQ(ierr);
2107     ierr = PetscFree(ctx);CHKERRQ(ierr);
2108   }
2109   PetscFunctionReturn(0);
2110 }
2111 
2112 /* used just in bddc debug mode */
2113 PetscErrorCode PCBDDCBenignProject(PC pc, IS is1, IS is2, Mat *B)
2114 {
2115   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
2116   Mat_IS         *matis = (Mat_IS*)pc->pmat->data;
2117   Mat            An;
2118   PetscErrorCode ierr;
2119 
2120   PetscFunctionBegin;
2121   ierr = MatPtAP(matis->A,pcbddc->benign_change,MAT_INITIAL_MATRIX,2.0,&An);CHKERRQ(ierr);
2122   ierr = MatZeroRowsColumns(An,pcbddc->benign_n,pcbddc->benign_p0_lidx,1.0,NULL,NULL);CHKERRQ(ierr);
2123   if (is1) {
2124     ierr = MatCreateSubMatrix(An,is1,is2,MAT_INITIAL_MATRIX,B);CHKERRQ(ierr);
2125     ierr = MatDestroy(&An);CHKERRQ(ierr);
2126   } else {
2127     *B = An;
2128   }
2129   PetscFunctionReturn(0);
2130 }
2131 
2132 /* TODO: add reuse flag */
2133 PetscErrorCode MatSeqAIJCompress(Mat A, Mat *B)
2134 {
2135   Mat            Bt;
2136   PetscScalar    *a,*bdata;
2137   const PetscInt *ii,*ij;
2138   PetscInt       m,n,i,nnz,*bii,*bij;
2139   PetscBool      flg_row;
2140   PetscErrorCode ierr;
2141 
2142   PetscFunctionBegin;
2143   ierr = MatGetSize(A,&n,&m);CHKERRQ(ierr);
2144   ierr = MatGetRowIJ(A,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&ij,&flg_row);CHKERRQ(ierr);
2145   ierr = MatSeqAIJGetArray(A,&a);CHKERRQ(ierr);
2146   nnz = n;
2147   for (i=0;i<ii[n];i++) {
2148     if (PetscLikely(PetscAbsScalar(a[i]) > PETSC_SMALL)) nnz++;
2149   }
2150   ierr = PetscMalloc1(n+1,&bii);CHKERRQ(ierr);
2151   ierr = PetscMalloc1(nnz,&bij);CHKERRQ(ierr);
2152   ierr = PetscMalloc1(nnz,&bdata);CHKERRQ(ierr);
2153   nnz = 0;
2154   bii[0] = 0;
2155   for (i=0;i<n;i++) {
2156     PetscInt j;
2157     for (j=ii[i];j<ii[i+1];j++) {
2158       PetscScalar entry = a[j];
2159       if (PetscLikely(PetscAbsScalar(entry) > PETSC_SMALL) || (n == m && ij[j] == i)) {
2160         bij[nnz] = ij[j];
2161         bdata[nnz] = entry;
2162         nnz++;
2163       }
2164     }
2165     bii[i+1] = nnz;
2166   }
2167   ierr = MatSeqAIJRestoreArray(A,&a);CHKERRQ(ierr);
2168   ierr = MatCreateSeqAIJWithArrays(PetscObjectComm((PetscObject)A),n,m,bii,bij,bdata,&Bt);CHKERRQ(ierr);
2169   ierr = MatRestoreRowIJ(A,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&ij,&flg_row);CHKERRQ(ierr);
2170   {
2171     Mat_SeqAIJ *b = (Mat_SeqAIJ*)(Bt->data);
2172     b->free_a = PETSC_TRUE;
2173     b->free_ij = PETSC_TRUE;
2174   }
2175   if (*B == A) {
2176     ierr = MatDestroy(&A);CHKERRQ(ierr);
2177   }
2178   *B = Bt;
2179   PetscFunctionReturn(0);
2180 }
2181 
2182 PetscErrorCode PCBDDCDetectDisconnectedComponents(PC pc, PetscBool filter, PetscInt *ncc, IS* cc[], IS* primalv)
2183 {
2184   Mat                    B = NULL;
2185   DM                     dm;
2186   IS                     is_dummy,*cc_n;
2187   ISLocalToGlobalMapping l2gmap_dummy;
2188   PCBDDCGraph            graph;
2189   PetscInt               *xadj_filtered = NULL,*adjncy_filtered = NULL;
2190   PetscInt               i,n;
2191   PetscInt               *xadj,*adjncy;
2192   PetscBool              isplex = PETSC_FALSE;
2193   PetscErrorCode         ierr;
2194 
2195   PetscFunctionBegin;
2196   if (ncc) *ncc = 0;
2197   if (cc) *cc = NULL;
2198   if (primalv) *primalv = NULL;
2199   ierr = PCBDDCGraphCreate(&graph);CHKERRQ(ierr);
2200   ierr = MatGetDM(pc->pmat,&dm);CHKERRQ(ierr);
2201   if (!dm) {
2202     ierr = PCGetDM(pc,&dm);CHKERRQ(ierr);
2203   }
2204   if (dm) {
2205     ierr = PetscObjectTypeCompare((PetscObject)dm,DMPLEX,&isplex);CHKERRQ(ierr);
2206   }
2207   if (filter) isplex = PETSC_FALSE;
2208 
2209   if (isplex) { /* this code has been modified from plexpartition.c */
2210     PetscInt       p, pStart, pEnd, a, adjSize, idx, size, nroots;
2211     PetscInt      *adj = NULL;
2212     IS             cellNumbering;
2213     const PetscInt *cellNum;
2214     PetscBool      useCone, useClosure;
2215     PetscSection   section;
2216     PetscSegBuffer adjBuffer;
2217     PetscSF        sfPoint;
2218     PetscErrorCode ierr;
2219 
2220     PetscFunctionBegin;
2221     ierr = DMPlexGetHeightStratum(dm, 0, &pStart, &pEnd);CHKERRQ(ierr);
2222     ierr = DMGetPointSF(dm, &sfPoint);CHKERRQ(ierr);
2223     ierr = PetscSFGetGraph(sfPoint, &nroots, NULL, NULL, NULL);CHKERRQ(ierr);
2224     /* Build adjacency graph via a section/segbuffer */
2225     ierr = PetscSectionCreate(PetscObjectComm((PetscObject) dm), &section);CHKERRQ(ierr);
2226     ierr = PetscSectionSetChart(section, pStart, pEnd);CHKERRQ(ierr);
2227     ierr = PetscSegBufferCreate(sizeof(PetscInt),1000,&adjBuffer);CHKERRQ(ierr);
2228     /* Always use FVM adjacency to create partitioner graph */
2229     ierr = DMGetBasicAdjacency(dm, &useCone, &useClosure);CHKERRQ(ierr);
2230     ierr = DMSetBasicAdjacency(dm, PETSC_TRUE, PETSC_FALSE);CHKERRQ(ierr);
2231     ierr = DMPlexGetCellNumbering(dm, &cellNumbering);CHKERRQ(ierr);
2232     ierr = ISGetIndices(cellNumbering, &cellNum);CHKERRQ(ierr);
2233     for (n = 0, p = pStart; p < pEnd; p++) {
2234       /* Skip non-owned cells in parallel (ParMetis expects no overlap) */
2235       if (nroots > 0) {if (cellNum[p] < 0) continue;}
2236       adjSize = PETSC_DETERMINE;
2237       ierr = DMPlexGetAdjacency(dm, p, &adjSize, &adj);CHKERRQ(ierr);
2238       for (a = 0; a < adjSize; ++a) {
2239         const PetscInt point = adj[a];
2240         if (pStart <= point && point < pEnd) {
2241           PetscInt *PETSC_RESTRICT pBuf;
2242           ierr = PetscSectionAddDof(section, p, 1);CHKERRQ(ierr);
2243           ierr = PetscSegBufferGetInts(adjBuffer, 1, &pBuf);CHKERRQ(ierr);
2244           *pBuf = point;
2245         }
2246       }
2247       n++;
2248     }
2249     ierr = DMSetBasicAdjacency(dm, useCone, useClosure);CHKERRQ(ierr);
2250     /* Derive CSR graph from section/segbuffer */
2251     ierr = PetscSectionSetUp(section);CHKERRQ(ierr);
2252     ierr = PetscSectionGetStorageSize(section, &size);CHKERRQ(ierr);
2253     ierr = PetscMalloc1(n+1, &xadj);CHKERRQ(ierr);
2254     for (idx = 0, p = pStart; p < pEnd; p++) {
2255       if (nroots > 0) {if (cellNum[p] < 0) continue;}
2256       ierr = PetscSectionGetOffset(section, p, &(xadj[idx++]));CHKERRQ(ierr);
2257     }
2258     xadj[n] = size;
2259     ierr = PetscSegBufferExtractAlloc(adjBuffer, &adjncy);CHKERRQ(ierr);
2260     /* Clean up */
2261     ierr = PetscSegBufferDestroy(&adjBuffer);CHKERRQ(ierr);
2262     ierr = PetscSectionDestroy(&section);CHKERRQ(ierr);
2263     ierr = PetscFree(adj);CHKERRQ(ierr);
2264     graph->xadj = xadj;
2265     graph->adjncy = adjncy;
2266   } else {
2267     Mat       A;
2268     PetscBool isseqaij, flg_row;
2269 
2270     ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2271     if (!A->rmap->N || !A->cmap->N) {
2272       ierr = PCBDDCGraphDestroy(&graph);CHKERRQ(ierr);
2273       PetscFunctionReturn(0);
2274     }
2275     ierr = PetscObjectBaseTypeCompare((PetscObject)A,MATSEQAIJ,&isseqaij);CHKERRQ(ierr);
2276     if (!isseqaij && filter) {
2277       PetscBool isseqdense;
2278 
2279       ierr = PetscObjectTypeCompare((PetscObject)A,MATSEQDENSE,&isseqdense);CHKERRQ(ierr);
2280       if (!isseqdense) {
2281         ierr = MatConvert(A,MATSEQAIJ,MAT_INITIAL_MATRIX,&B);CHKERRQ(ierr);
2282       } else { /* TODO: rectangular case and LDA */
2283         PetscScalar *array;
2284         PetscReal   chop=1.e-6;
2285 
2286         ierr = MatDuplicate(A,MAT_COPY_VALUES,&B);CHKERRQ(ierr);
2287         ierr = MatDenseGetArray(B,&array);CHKERRQ(ierr);
2288         ierr = MatGetSize(B,&n,NULL);CHKERRQ(ierr);
2289         for (i=0;i<n;i++) {
2290           PetscInt j;
2291           for (j=i+1;j<n;j++) {
2292             PetscReal thresh = chop*(PetscAbsScalar(array[i*(n+1)])+PetscAbsScalar(array[j*(n+1)]));
2293             if (PetscAbsScalar(array[i*n+j]) < thresh) array[i*n+j] = 0.;
2294             if (PetscAbsScalar(array[j*n+i]) < thresh) array[j*n+i] = 0.;
2295           }
2296         }
2297         ierr = MatDenseRestoreArray(B,&array);CHKERRQ(ierr);
2298         ierr = MatConvert(B,MATSEQAIJ,MAT_INPLACE_MATRIX,&B);CHKERRQ(ierr);
2299       }
2300     } else {
2301       ierr = PetscObjectReference((PetscObject)A);CHKERRQ(ierr);
2302       B = A;
2303     }
2304     ierr = MatGetRowIJ(B,0,PETSC_TRUE,PETSC_FALSE,&n,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
2305 
2306     /* if filter is true, then removes entries lower than PETSC_SMALL in magnitude */
2307     if (filter) {
2308       PetscScalar *data;
2309       PetscInt    j,cum;
2310 
2311       ierr = PetscCalloc2(n+1,&xadj_filtered,xadj[n],&adjncy_filtered);CHKERRQ(ierr);
2312       ierr = MatSeqAIJGetArray(B,&data);CHKERRQ(ierr);
2313       cum = 0;
2314       for (i=0;i<n;i++) {
2315         PetscInt t;
2316 
2317         for (j=xadj[i];j<xadj[i+1];j++) {
2318           if (PetscUnlikely(PetscAbsScalar(data[j]) < PETSC_SMALL)) {
2319             continue;
2320           }
2321           adjncy_filtered[cum+xadj_filtered[i]++] = adjncy[j];
2322         }
2323         t = xadj_filtered[i];
2324         xadj_filtered[i] = cum;
2325         cum += t;
2326       }
2327       ierr = MatSeqAIJRestoreArray(B,&data);CHKERRQ(ierr);
2328       graph->xadj = xadj_filtered;
2329       graph->adjncy = adjncy_filtered;
2330     } else {
2331       graph->xadj = xadj;
2332       graph->adjncy = adjncy;
2333     }
2334   }
2335   /* compute local connected components using PCBDDCGraph */
2336   ierr = ISCreateStride(PETSC_COMM_SELF,n,0,1,&is_dummy);CHKERRQ(ierr);
2337   ierr = ISLocalToGlobalMappingCreateIS(is_dummy,&l2gmap_dummy);CHKERRQ(ierr);
2338   ierr = ISDestroy(&is_dummy);CHKERRQ(ierr);
2339   ierr = PCBDDCGraphInit(graph,l2gmap_dummy,n,PETSC_MAX_INT);CHKERRQ(ierr);
2340   ierr = ISLocalToGlobalMappingDestroy(&l2gmap_dummy);CHKERRQ(ierr);
2341   ierr = PCBDDCGraphSetUp(graph,1,NULL,NULL,0,NULL,NULL);CHKERRQ(ierr);
2342   ierr = PCBDDCGraphComputeConnectedComponents(graph);CHKERRQ(ierr);
2343 
2344   /* partial clean up */
2345   ierr = PetscFree2(xadj_filtered,adjncy_filtered);CHKERRQ(ierr);
2346   if (B) {
2347     PetscBool flg_row;
2348     ierr = MatRestoreRowIJ(B,0,PETSC_TRUE,PETSC_FALSE,&n,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
2349     ierr = MatDestroy(&B);CHKERRQ(ierr);
2350   }
2351   if (isplex) {
2352     ierr = PetscFree(xadj);CHKERRQ(ierr);
2353     ierr = PetscFree(adjncy);CHKERRQ(ierr);
2354   }
2355 
2356   /* get back data */
2357   if (isplex) {
2358     if (ncc) *ncc = graph->ncc;
2359     if (cc || primalv) {
2360       Mat          A;
2361       PetscBT      btv,btvt;
2362       PetscSection subSection;
2363       PetscInt     *ids,cum,cump,*cids,*pids;
2364 
2365       ierr = DMPlexGetSubdomainSection(dm,&subSection);CHKERRQ(ierr);
2366       ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2367       ierr = PetscMalloc3(A->rmap->n,&ids,graph->ncc+1,&cids,A->rmap->n,&pids);CHKERRQ(ierr);
2368       ierr = PetscBTCreate(A->rmap->n,&btv);CHKERRQ(ierr);
2369       ierr = PetscBTCreate(A->rmap->n,&btvt);CHKERRQ(ierr);
2370 
2371       cids[0] = 0;
2372       for (i = 0, cump = 0, cum = 0; i < graph->ncc; i++) {
2373         PetscInt j;
2374 
2375         ierr = PetscBTMemzero(A->rmap->n,btvt);CHKERRQ(ierr);
2376         for (j = graph->cptr[i]; j < graph->cptr[i+1]; j++) {
2377           PetscInt k, size, *closure = NULL, cell = graph->queue[j];
2378 
2379           ierr = DMPlexGetTransitiveClosure(dm,cell,PETSC_TRUE,&size,&closure);CHKERRQ(ierr);
2380           for (k = 0; k < 2*size; k += 2) {
2381             PetscInt s, pp, p = closure[k], off, dof, cdof;
2382 
2383             ierr = PetscSectionGetConstraintDof(subSection,p,&cdof);CHKERRQ(ierr);
2384             ierr = PetscSectionGetOffset(subSection,p,&off);CHKERRQ(ierr);
2385             ierr = PetscSectionGetDof(subSection,p,&dof);CHKERRQ(ierr);
2386             for (s = 0; s < dof-cdof; s++) {
2387               if (PetscBTLookupSet(btvt,off+s)) continue;
2388               if (!PetscBTLookup(btv,off+s)) {
2389                 ids[cum++] = off+s;
2390               } else { /* cross-vertex */
2391                 pids[cump++] = off+s;
2392               }
2393             }
2394             ierr = DMPlexGetTreeParent(dm,p,&pp,NULL);CHKERRQ(ierr);
2395             if (pp != p) {
2396               ierr = PetscSectionGetConstraintDof(subSection,pp,&cdof);CHKERRQ(ierr);
2397               ierr = PetscSectionGetOffset(subSection,pp,&off);CHKERRQ(ierr);
2398               ierr = PetscSectionGetDof(subSection,pp,&dof);CHKERRQ(ierr);
2399               for (s = 0; s < dof-cdof; s++) {
2400                 if (PetscBTLookupSet(btvt,off+s)) continue;
2401                 if (!PetscBTLookup(btv,off+s)) {
2402                   ids[cum++] = off+s;
2403                 } else { /* cross-vertex */
2404                   pids[cump++] = off+s;
2405                 }
2406               }
2407             }
2408           }
2409           ierr = DMPlexRestoreTransitiveClosure(dm,cell,PETSC_TRUE,&size,&closure);CHKERRQ(ierr);
2410         }
2411         cids[i+1] = cum;
2412         /* mark dofs as already assigned */
2413         for (j = cids[i]; j < cids[i+1]; j++) {
2414           ierr = PetscBTSet(btv,ids[j]);CHKERRQ(ierr);
2415         }
2416       }
2417       if (cc) {
2418         ierr = PetscMalloc1(graph->ncc,&cc_n);CHKERRQ(ierr);
2419         for (i = 0; i < graph->ncc; i++) {
2420           ierr = ISCreateGeneral(PETSC_COMM_SELF,cids[i+1]-cids[i],ids+cids[i],PETSC_COPY_VALUES,&cc_n[i]);CHKERRQ(ierr);
2421         }
2422         *cc = cc_n;
2423       }
2424       if (primalv) {
2425         ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),cump,pids,PETSC_COPY_VALUES,primalv);CHKERRQ(ierr);
2426       }
2427       ierr = PetscFree3(ids,cids,pids);CHKERRQ(ierr);
2428       ierr = PetscBTDestroy(&btv);CHKERRQ(ierr);
2429       ierr = PetscBTDestroy(&btvt);CHKERRQ(ierr);
2430     }
2431   } else {
2432     if (ncc) *ncc = graph->ncc;
2433     if (cc) {
2434       ierr = PetscMalloc1(graph->ncc,&cc_n);CHKERRQ(ierr);
2435       for (i=0;i<graph->ncc;i++) {
2436         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);
2437       }
2438       *cc = cc_n;
2439     }
2440   }
2441   /* clean up graph */
2442   graph->xadj = 0;
2443   graph->adjncy = 0;
2444   ierr = PCBDDCGraphDestroy(&graph);CHKERRQ(ierr);
2445   PetscFunctionReturn(0);
2446 }
2447 
2448 PetscErrorCode PCBDDCBenignCheck(PC pc, IS zerodiag)
2449 {
2450   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
2451   PC_IS*         pcis = (PC_IS*)(pc->data);
2452   IS             dirIS = NULL;
2453   PetscInt       i;
2454   PetscErrorCode ierr;
2455 
2456   PetscFunctionBegin;
2457   ierr = PCBDDCGraphGetDirichletDofs(pcbddc->mat_graph,&dirIS);CHKERRQ(ierr);
2458   if (zerodiag) {
2459     Mat            A;
2460     Vec            vec3_N;
2461     PetscScalar    *vals;
2462     const PetscInt *idxs;
2463     PetscInt       nz,*count;
2464 
2465     /* p0 */
2466     ierr = VecSet(pcis->vec1_N,0.);CHKERRQ(ierr);
2467     ierr = PetscMalloc1(pcis->n,&vals);CHKERRQ(ierr);
2468     ierr = ISGetLocalSize(zerodiag,&nz);CHKERRQ(ierr);
2469     ierr = ISGetIndices(zerodiag,&idxs);CHKERRQ(ierr);
2470     for (i=0;i<nz;i++) vals[i] = 1.;
2471     ierr = VecSetValues(pcis->vec1_N,nz,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2472     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
2473     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
2474     /* v_I */
2475     ierr = VecSetRandom(pcis->vec2_N,NULL);CHKERRQ(ierr);
2476     for (i=0;i<nz;i++) vals[i] = 0.;
2477     ierr = VecSetValues(pcis->vec2_N,nz,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2478     ierr = ISRestoreIndices(zerodiag,&idxs);CHKERRQ(ierr);
2479     ierr = ISGetIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2480     for (i=0;i<pcis->n_B;i++) vals[i] = 0.;
2481     ierr = VecSetValues(pcis->vec2_N,pcis->n_B,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2482     ierr = ISRestoreIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2483     if (dirIS) {
2484       PetscInt n;
2485 
2486       ierr = ISGetLocalSize(dirIS,&n);CHKERRQ(ierr);
2487       ierr = ISGetIndices(dirIS,&idxs);CHKERRQ(ierr);
2488       for (i=0;i<n;i++) vals[i] = 0.;
2489       ierr = VecSetValues(pcis->vec2_N,n,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2490       ierr = ISRestoreIndices(dirIS,&idxs);CHKERRQ(ierr);
2491     }
2492     ierr = VecAssemblyBegin(pcis->vec2_N);CHKERRQ(ierr);
2493     ierr = VecAssemblyEnd(pcis->vec2_N);CHKERRQ(ierr);
2494     ierr = VecDuplicate(pcis->vec1_N,&vec3_N);CHKERRQ(ierr);
2495     ierr = VecSet(vec3_N,0.);CHKERRQ(ierr);
2496     ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2497     ierr = MatMult(A,pcis->vec1_N,vec3_N);CHKERRQ(ierr);
2498     ierr = VecDot(vec3_N,pcis->vec2_N,&vals[0]);CHKERRQ(ierr);
2499     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]));
2500     ierr = PetscFree(vals);CHKERRQ(ierr);
2501     ierr = VecDestroy(&vec3_N);CHKERRQ(ierr);
2502 
2503     /* there should not be any pressure dofs lying on the interface */
2504     ierr = PetscCalloc1(pcis->n,&count);CHKERRQ(ierr);
2505     ierr = ISGetIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2506     for (i=0;i<pcis->n_B;i++) count[idxs[i]]++;
2507     ierr = ISRestoreIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2508     ierr = ISGetIndices(zerodiag,&idxs);CHKERRQ(ierr);
2509     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]);
2510     ierr = ISRestoreIndices(zerodiag,&idxs);CHKERRQ(ierr);
2511     ierr = PetscFree(count);CHKERRQ(ierr);
2512   }
2513   ierr = ISDestroy(&dirIS);CHKERRQ(ierr);
2514 
2515   /* check PCBDDCBenignGetOrSetP0 */
2516   ierr = VecSetRandom(pcis->vec1_global,NULL);CHKERRQ(ierr);
2517   for (i=0;i<pcbddc->benign_n;i++) pcbddc->benign_p0[i] = -PetscGlobalRank-i;
2518   ierr = PCBDDCBenignGetOrSetP0(pc,pcis->vec1_global,PETSC_FALSE);CHKERRQ(ierr);
2519   for (i=0;i<pcbddc->benign_n;i++) pcbddc->benign_p0[i] = 1;
2520   ierr = PCBDDCBenignGetOrSetP0(pc,pcis->vec1_global,PETSC_TRUE);CHKERRQ(ierr);
2521   for (i=0;i<pcbddc->benign_n;i++) {
2522     PetscInt val = PetscRealPart(pcbddc->benign_p0[i]);
2523     if (val != -PetscGlobalRank-i) SETERRQ3(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error testing PCBDDCBenignGetOrSetP0! Found %g at %D instead of %g",PetscRealPart(pcbddc->benign_p0[i]),i,-PetscGlobalRank-i);
2524   }
2525   PetscFunctionReturn(0);
2526 }
2527 
2528 PetscErrorCode PCBDDCBenignDetectSaddlePoint(PC pc, PetscBool reuse, IS *zerodiaglocal)
2529 {
2530   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
2531   IS             pressures = NULL,zerodiag = NULL,*bzerodiag = NULL,zerodiag_save,*zerodiag_subs;
2532   PetscInt       nz,n,benign_n,bsp = 1;
2533   PetscInt       *interior_dofs,n_interior_dofs,nneu;
2534   PetscBool      sorted,have_null,has_null_pressures,recompute_zerodiag,checkb;
2535   PetscErrorCode ierr;
2536 
2537   PetscFunctionBegin;
2538   if (reuse) goto project_b0;
2539   ierr = PetscSFDestroy(&pcbddc->benign_sf);CHKERRQ(ierr);
2540   ierr = MatDestroy(&pcbddc->benign_B0);CHKERRQ(ierr);
2541   for (n=0;n<pcbddc->benign_n;n++) {
2542     ierr = ISDestroy(&pcbddc->benign_zerodiag_subs[n]);CHKERRQ(ierr);
2543   }
2544   ierr = PetscFree(pcbddc->benign_zerodiag_subs);CHKERRQ(ierr);
2545   has_null_pressures = PETSC_TRUE;
2546   have_null = PETSC_TRUE;
2547   /* if a local information on dofs is present, gets pressure dofs from command line (uses the last field is not provided)
2548      Without local information, it uses only the zerodiagonal dofs (ok if the pressure block is all zero and it is a scalar field)
2549      Checks if all the pressure dofs in each subdomain have a zero diagonal
2550      If not, a change of basis on pressures is not needed
2551      since the local Schur complements are already SPD
2552   */
2553   if (pcbddc->n_ISForDofsLocal) {
2554     IS        iP = NULL;
2555     PetscInt  p,*pp;
2556     PetscBool flg;
2557 
2558     ierr = PetscMalloc1(pcbddc->n_ISForDofsLocal,&pp);CHKERRQ(ierr);
2559     n    = pcbddc->n_ISForDofsLocal;
2560     ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)pc),((PetscObject)pc)->prefix,"BDDC benign options","PC");CHKERRQ(ierr);
2561     ierr = PetscOptionsIntArray("-pc_bddc_pressure_field","Field id for pressures",NULL,pp,&n,&flg);CHKERRQ(ierr);
2562     ierr = PetscOptionsEnd();CHKERRQ(ierr);
2563     if (!flg) {
2564       n = 1;
2565       pp[0] = pcbddc->n_ISForDofsLocal-1;
2566     }
2567 
2568     bsp = 0;
2569     for (p=0;p<n;p++) {
2570       PetscInt bs;
2571 
2572       if (pp[p] < 0 || pp[p] > pcbddc->n_ISForDofsLocal-1) SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_USER,"Invalid field id for pressures %D",pp[p]);
2573       ierr = ISGetBlockSize(pcbddc->ISForDofsLocal[pp[p]],&bs);CHKERRQ(ierr);
2574       bsp += bs;
2575     }
2576     ierr = PetscMalloc1(bsp,&bzerodiag);CHKERRQ(ierr);
2577     bsp  = 0;
2578     for (p=0;p<n;p++) {
2579       const PetscInt *idxs;
2580       PetscInt       b,bs,npl,*bidxs;
2581 
2582       ierr = ISGetBlockSize(pcbddc->ISForDofsLocal[pp[p]],&bs);CHKERRQ(ierr);
2583       ierr = ISGetLocalSize(pcbddc->ISForDofsLocal[pp[p]],&npl);CHKERRQ(ierr);
2584       ierr = ISGetIndices(pcbddc->ISForDofsLocal[pp[p]],&idxs);CHKERRQ(ierr);
2585       ierr = PetscMalloc1(npl/bs,&bidxs);CHKERRQ(ierr);
2586       for (b=0;b<bs;b++) {
2587         PetscInt i;
2588 
2589         for (i=0;i<npl/bs;i++) bidxs[i] = idxs[bs*i+b];
2590         ierr = ISCreateGeneral(PETSC_COMM_SELF,npl/bs,bidxs,PETSC_COPY_VALUES,&bzerodiag[bsp]);CHKERRQ(ierr);
2591         bsp++;
2592       }
2593       ierr = PetscFree(bidxs);CHKERRQ(ierr);
2594       ierr = ISRestoreIndices(pcbddc->ISForDofsLocal[pp[p]],&idxs);CHKERRQ(ierr);
2595     }
2596     ierr = ISConcatenate(PETSC_COMM_SELF,bsp,bzerodiag,&pressures);CHKERRQ(ierr);
2597 
2598     /* remove zeroed out pressures if we are setting up a BDDC solver for a saddle-point FETI-DP */
2599     ierr = PetscObjectQuery((PetscObject)pc,"__KSPFETIDP_lP",(PetscObject*)&iP);CHKERRQ(ierr);
2600     if (iP) {
2601       IS newpressures;
2602 
2603       ierr = ISDifference(pressures,iP,&newpressures);CHKERRQ(ierr);
2604       ierr = ISDestroy(&pressures);CHKERRQ(ierr);
2605       pressures = newpressures;
2606     }
2607     ierr = ISSorted(pressures,&sorted);CHKERRQ(ierr);
2608     if (!sorted) {
2609       ierr = ISSort(pressures);CHKERRQ(ierr);
2610     }
2611     ierr = PetscFree(pp);CHKERRQ(ierr);
2612   }
2613 
2614   /* pcis has not been setup yet, so get the local size from the subdomain matrix */
2615   ierr = MatGetLocalSize(pcbddc->local_mat,&n,NULL);CHKERRQ(ierr);
2616   if (!n) pcbddc->benign_change_explicit = PETSC_TRUE;
2617   ierr = MatFindZeroDiagonals(pcbddc->local_mat,&zerodiag);CHKERRQ(ierr);
2618   ierr = ISSorted(zerodiag,&sorted);CHKERRQ(ierr);
2619   if (!sorted) {
2620     ierr = ISSort(zerodiag);CHKERRQ(ierr);
2621   }
2622   ierr = PetscObjectReference((PetscObject)zerodiag);CHKERRQ(ierr);
2623   zerodiag_save = zerodiag;
2624   ierr = ISGetLocalSize(zerodiag,&nz);CHKERRQ(ierr);
2625   if (!nz) {
2626     if (n) have_null = PETSC_FALSE;
2627     has_null_pressures = PETSC_FALSE;
2628     ierr = ISDestroy(&zerodiag);CHKERRQ(ierr);
2629   }
2630   recompute_zerodiag = PETSC_FALSE;
2631 
2632   /* in case disconnected subdomains info is present, split the pressures accordingly (otherwise the benign trick could fail) */
2633   zerodiag_subs    = NULL;
2634   benign_n         = 0;
2635   n_interior_dofs  = 0;
2636   interior_dofs    = NULL;
2637   nneu             = 0;
2638   if (pcbddc->NeumannBoundariesLocal) {
2639     ierr = ISGetLocalSize(pcbddc->NeumannBoundariesLocal,&nneu);CHKERRQ(ierr);
2640   }
2641   checkb = (PetscBool)(!pcbddc->NeumannBoundariesLocal || pcbddc->current_level);
2642   if (checkb) { /* need to compute interior nodes */
2643     PetscInt n,i,j;
2644     PetscInt n_neigh,*neigh,*n_shared,**shared;
2645     PetscInt *iwork;
2646 
2647     ierr = ISLocalToGlobalMappingGetSize(pc->pmat->rmap->mapping,&n);CHKERRQ(ierr);
2648     ierr = ISLocalToGlobalMappingGetInfo(pc->pmat->rmap->mapping,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
2649     ierr = PetscCalloc1(n,&iwork);CHKERRQ(ierr);
2650     ierr = PetscMalloc1(n,&interior_dofs);CHKERRQ(ierr);
2651     for (i=1;i<n_neigh;i++)
2652       for (j=0;j<n_shared[i];j++)
2653           iwork[shared[i][j]] += 1;
2654     for (i=0;i<n;i++)
2655       if (!iwork[i])
2656         interior_dofs[n_interior_dofs++] = i;
2657     ierr = PetscFree(iwork);CHKERRQ(ierr);
2658     ierr = ISLocalToGlobalMappingRestoreInfo(pc->pmat->rmap->mapping,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
2659   }
2660   if (has_null_pressures) {
2661     IS             *subs;
2662     PetscInt       nsubs,i,j,nl;
2663     const PetscInt *idxs;
2664     PetscScalar    *array;
2665     Vec            *work;
2666     Mat_IS*        matis = (Mat_IS*)(pc->pmat->data);
2667 
2668     subs  = pcbddc->local_subs;
2669     nsubs = pcbddc->n_local_subs;
2670     /* 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) */
2671     if (checkb) {
2672       ierr = VecDuplicateVecs(matis->y,2,&work);CHKERRQ(ierr);
2673       ierr = ISGetLocalSize(zerodiag,&nl);CHKERRQ(ierr);
2674       ierr = ISGetIndices(zerodiag,&idxs);CHKERRQ(ierr);
2675       /* work[0] = 1_p */
2676       ierr = VecSet(work[0],0.);CHKERRQ(ierr);
2677       ierr = VecGetArray(work[0],&array);CHKERRQ(ierr);
2678       for (j=0;j<nl;j++) array[idxs[j]] = 1.;
2679       ierr = VecRestoreArray(work[0],&array);CHKERRQ(ierr);
2680       /* work[0] = 1_v */
2681       ierr = VecSet(work[1],1.);CHKERRQ(ierr);
2682       ierr = VecGetArray(work[1],&array);CHKERRQ(ierr);
2683       for (j=0;j<nl;j++) array[idxs[j]] = 0.;
2684       ierr = VecRestoreArray(work[1],&array);CHKERRQ(ierr);
2685       ierr = ISRestoreIndices(zerodiag,&idxs);CHKERRQ(ierr);
2686     }
2687 
2688     if (nsubs > 1 || bsp > 1) {
2689       IS       *is;
2690       PetscInt b,totb;
2691 
2692       totb  = bsp;
2693       is    = bsp > 1 ? bzerodiag : &zerodiag;
2694       nsubs = PetscMax(nsubs,1);
2695       ierr  = PetscCalloc1(nsubs*totb,&zerodiag_subs);CHKERRQ(ierr);
2696       for (b=0;b<totb;b++) {
2697         for (i=0;i<nsubs;i++) {
2698           ISLocalToGlobalMapping l2g;
2699           IS                     t_zerodiag_subs;
2700           PetscInt               nl;
2701 
2702           if (subs) {
2703             ierr = ISLocalToGlobalMappingCreateIS(subs[i],&l2g);CHKERRQ(ierr);
2704           } else {
2705             IS tis;
2706 
2707             ierr = MatGetLocalSize(pcbddc->local_mat,&nl,NULL);CHKERRQ(ierr);
2708             ierr = ISCreateStride(PETSC_COMM_SELF,nl,0,1,&tis);CHKERRQ(ierr);
2709             ierr = ISLocalToGlobalMappingCreateIS(tis,&l2g);CHKERRQ(ierr);
2710             ierr = ISDestroy(&tis);CHKERRQ(ierr);
2711           }
2712           ierr = ISGlobalToLocalMappingApplyIS(l2g,IS_GTOLM_DROP,is[b],&t_zerodiag_subs);CHKERRQ(ierr);
2713           ierr = ISGetLocalSize(t_zerodiag_subs,&nl);CHKERRQ(ierr);
2714           if (nl) {
2715             PetscBool valid = PETSC_TRUE;
2716 
2717             if (checkb) {
2718               ierr = VecSet(matis->x,0);CHKERRQ(ierr);
2719               ierr = ISGetLocalSize(subs[i],&nl);CHKERRQ(ierr);
2720               ierr = ISGetIndices(subs[i],&idxs);CHKERRQ(ierr);
2721               ierr = VecGetArray(matis->x,&array);CHKERRQ(ierr);
2722               for (j=0;j<nl;j++) array[idxs[j]] = 1.;
2723               ierr = VecRestoreArray(matis->x,&array);CHKERRQ(ierr);
2724               ierr = ISRestoreIndices(subs[i],&idxs);CHKERRQ(ierr);
2725               ierr = VecPointwiseMult(matis->x,work[0],matis->x);CHKERRQ(ierr);
2726               ierr = MatMult(matis->A,matis->x,matis->y);CHKERRQ(ierr);
2727               ierr = VecPointwiseMult(matis->y,work[1],matis->y);CHKERRQ(ierr);
2728               ierr = VecGetArray(matis->y,&array);CHKERRQ(ierr);
2729               for (j=0;j<n_interior_dofs;j++) {
2730                 if (PetscAbsScalar(array[interior_dofs[j]]) > PETSC_SMALL) {
2731                   valid = PETSC_FALSE;
2732                   break;
2733                 }
2734               }
2735               ierr = VecRestoreArray(matis->y,&array);CHKERRQ(ierr);
2736             }
2737             if (valid && nneu) {
2738               const PetscInt *idxs;
2739               PetscInt       nzb;
2740 
2741               ierr = ISGetIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
2742               ierr = ISGlobalToLocalMappingApply(l2g,IS_GTOLM_DROP,nneu,idxs,&nzb,NULL);CHKERRQ(ierr);
2743               ierr = ISRestoreIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
2744               if (nzb) valid = PETSC_FALSE;
2745             }
2746             if (valid && pressures) {
2747               IS       t_pressure_subs,tmp;
2748               PetscInt i1,i2;
2749 
2750               ierr = ISGlobalToLocalMappingApplyIS(l2g,IS_GTOLM_DROP,pressures,&t_pressure_subs);CHKERRQ(ierr);
2751               ierr = ISEmbed(t_zerodiag_subs,t_pressure_subs,PETSC_TRUE,&tmp);CHKERRQ(ierr);
2752               ierr = ISGetLocalSize(tmp,&i1);CHKERRQ(ierr);
2753               ierr = ISGetLocalSize(t_zerodiag_subs,&i2);CHKERRQ(ierr);
2754               if (i2 != i1) valid = PETSC_FALSE;
2755               ierr = ISDestroy(&t_pressure_subs);CHKERRQ(ierr);
2756               ierr = ISDestroy(&tmp);CHKERRQ(ierr);
2757             }
2758             if (valid) {
2759               ierr = ISLocalToGlobalMappingApplyIS(l2g,t_zerodiag_subs,&zerodiag_subs[benign_n]);CHKERRQ(ierr);
2760               benign_n++;
2761             } else recompute_zerodiag = PETSC_TRUE;
2762           }
2763           ierr = ISDestroy(&t_zerodiag_subs);CHKERRQ(ierr);
2764           ierr = ISLocalToGlobalMappingDestroy(&l2g);CHKERRQ(ierr);
2765         }
2766       }
2767     } else { /* there's just one subdomain (or zero if they have not been detected */
2768       PetscBool valid = PETSC_TRUE;
2769 
2770       if (nneu) valid = PETSC_FALSE;
2771       if (valid && pressures) {
2772         ierr = ISEqual(pressures,zerodiag,&valid);CHKERRQ(ierr);
2773       }
2774       if (valid && checkb) {
2775         ierr = MatMult(matis->A,work[0],matis->x);CHKERRQ(ierr);
2776         ierr = VecPointwiseMult(matis->x,work[1],matis->x);CHKERRQ(ierr);
2777         ierr = VecGetArray(matis->x,&array);CHKERRQ(ierr);
2778         for (j=0;j<n_interior_dofs;j++) {
2779           if (PetscAbsScalar(array[interior_dofs[j]]) > PETSC_SMALL) {
2780             valid = PETSC_FALSE;
2781             break;
2782           }
2783         }
2784         ierr = VecRestoreArray(matis->x,&array);CHKERRQ(ierr);
2785       }
2786       if (valid) {
2787         benign_n = 1;
2788         ierr = PetscMalloc1(benign_n,&zerodiag_subs);CHKERRQ(ierr);
2789         ierr = PetscObjectReference((PetscObject)zerodiag);CHKERRQ(ierr);
2790         zerodiag_subs[0] = zerodiag;
2791       }
2792     }
2793     if (checkb) {
2794       ierr = VecDestroyVecs(2,&work);CHKERRQ(ierr);
2795     }
2796   }
2797   ierr = PetscFree(interior_dofs);CHKERRQ(ierr);
2798 
2799   if (!benign_n) {
2800     PetscInt n;
2801 
2802     ierr = ISDestroy(&zerodiag);CHKERRQ(ierr);
2803     recompute_zerodiag = PETSC_FALSE;
2804     ierr = MatGetLocalSize(pcbddc->local_mat,&n,NULL);CHKERRQ(ierr);
2805     if (n) have_null = PETSC_FALSE;
2806   }
2807 
2808   /* final check for null pressures */
2809   if (zerodiag && pressures) {
2810     ierr = ISEqual(pressures,zerodiag,&have_null);CHKERRQ(ierr);
2811   }
2812 
2813   if (recompute_zerodiag) {
2814     ierr = ISDestroy(&zerodiag);CHKERRQ(ierr);
2815     if (benign_n == 1) {
2816       ierr = PetscObjectReference((PetscObject)zerodiag_subs[0]);CHKERRQ(ierr);
2817       zerodiag = zerodiag_subs[0];
2818     } else {
2819       PetscInt i,nzn,*new_idxs;
2820 
2821       nzn = 0;
2822       for (i=0;i<benign_n;i++) {
2823         PetscInt ns;
2824         ierr = ISGetLocalSize(zerodiag_subs[i],&ns);CHKERRQ(ierr);
2825         nzn += ns;
2826       }
2827       ierr = PetscMalloc1(nzn,&new_idxs);CHKERRQ(ierr);
2828       nzn = 0;
2829       for (i=0;i<benign_n;i++) {
2830         PetscInt ns,*idxs;
2831         ierr = ISGetLocalSize(zerodiag_subs[i],&ns);CHKERRQ(ierr);
2832         ierr = ISGetIndices(zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
2833         ierr = PetscArraycpy(new_idxs+nzn,idxs,ns);CHKERRQ(ierr);
2834         ierr = ISRestoreIndices(zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
2835         nzn += ns;
2836       }
2837       ierr = PetscSortInt(nzn,new_idxs);CHKERRQ(ierr);
2838       ierr = ISCreateGeneral(PETSC_COMM_SELF,nzn,new_idxs,PETSC_OWN_POINTER,&zerodiag);CHKERRQ(ierr);
2839     }
2840     have_null = PETSC_FALSE;
2841   }
2842 
2843   /* determines if the coarse solver will be singular or not */
2844   ierr = MPIU_Allreduce(&have_null,&pcbddc->benign_null,1,MPIU_BOOL,MPI_LAND,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
2845 
2846   /* Prepare matrix to compute no-net-flux */
2847   if (pcbddc->compute_nonetflux && !pcbddc->divudotp) {
2848     Mat                    A,loc_divudotp;
2849     ISLocalToGlobalMapping rl2g,cl2g,l2gmap;
2850     IS                     row,col,isused = NULL;
2851     PetscInt               M,N,n,st,n_isused;
2852 
2853     if (pressures) {
2854       isused = pressures;
2855     } else {
2856       isused = zerodiag_save;
2857     }
2858     ierr = MatGetLocalToGlobalMapping(pc->pmat,&l2gmap,NULL);CHKERRQ(ierr);
2859     ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2860     ierr = MatGetLocalSize(A,&n,NULL);CHKERRQ(ierr);
2861     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");
2862     n_isused = 0;
2863     if (isused) {
2864       ierr = ISGetLocalSize(isused,&n_isused);CHKERRQ(ierr);
2865     }
2866     ierr = MPI_Scan(&n_isused,&st,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
2867     st = st-n_isused;
2868     if (n) {
2869       const PetscInt *gidxs;
2870 
2871       ierr = MatCreateSubMatrix(A,isused,NULL,MAT_INITIAL_MATRIX,&loc_divudotp);CHKERRQ(ierr);
2872       ierr = ISLocalToGlobalMappingGetIndices(l2gmap,&gidxs);CHKERRQ(ierr);
2873       /* TODO: extend ISCreateStride with st = PETSC_DECIDE */
2874       ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),n_isused,st,1,&row);CHKERRQ(ierr);
2875       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),n,gidxs,PETSC_COPY_VALUES,&col);CHKERRQ(ierr);
2876       ierr = ISLocalToGlobalMappingRestoreIndices(l2gmap,&gidxs);CHKERRQ(ierr);
2877     } else {
2878       ierr = MatCreateSeqAIJ(PETSC_COMM_SELF,0,0,1,NULL,&loc_divudotp);CHKERRQ(ierr);
2879       ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),n_isused,st,1,&row);CHKERRQ(ierr);
2880       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),0,NULL,PETSC_COPY_VALUES,&col);CHKERRQ(ierr);
2881     }
2882     ierr = MatGetSize(pc->pmat,NULL,&N);CHKERRQ(ierr);
2883     ierr = ISGetSize(row,&M);CHKERRQ(ierr);
2884     ierr = ISLocalToGlobalMappingCreateIS(row,&rl2g);CHKERRQ(ierr);
2885     ierr = ISLocalToGlobalMappingCreateIS(col,&cl2g);CHKERRQ(ierr);
2886     ierr = ISDestroy(&row);CHKERRQ(ierr);
2887     ierr = ISDestroy(&col);CHKERRQ(ierr);
2888     ierr = MatCreate(PetscObjectComm((PetscObject)pc),&pcbddc->divudotp);CHKERRQ(ierr);
2889     ierr = MatSetType(pcbddc->divudotp,MATIS);CHKERRQ(ierr);
2890     ierr = MatSetSizes(pcbddc->divudotp,PETSC_DECIDE,PETSC_DECIDE,M,N);CHKERRQ(ierr);
2891     ierr = MatSetLocalToGlobalMapping(pcbddc->divudotp,rl2g,cl2g);CHKERRQ(ierr);
2892     ierr = ISLocalToGlobalMappingDestroy(&rl2g);CHKERRQ(ierr);
2893     ierr = ISLocalToGlobalMappingDestroy(&cl2g);CHKERRQ(ierr);
2894     ierr = MatISSetLocalMat(pcbddc->divudotp,loc_divudotp);CHKERRQ(ierr);
2895     ierr = MatDestroy(&loc_divudotp);CHKERRQ(ierr);
2896     ierr = MatAssemblyBegin(pcbddc->divudotp,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2897     ierr = MatAssemblyEnd(pcbddc->divudotp,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2898   }
2899   ierr = ISDestroy(&zerodiag_save);CHKERRQ(ierr);
2900   ierr = ISDestroy(&pressures);CHKERRQ(ierr);
2901   if (bzerodiag) {
2902     PetscInt i;
2903 
2904     for (i=0;i<bsp;i++) {
2905       ierr = ISDestroy(&bzerodiag[i]);CHKERRQ(ierr);
2906     }
2907     ierr = PetscFree(bzerodiag);CHKERRQ(ierr);
2908   }
2909   pcbddc->benign_n = benign_n;
2910   pcbddc->benign_zerodiag_subs = zerodiag_subs;
2911 
2912   /* determines if the problem has subdomains with 0 pressure block */
2913   have_null = (PetscBool)(!!pcbddc->benign_n);
2914   ierr = MPIU_Allreduce(&have_null,&pcbddc->benign_have_null,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
2915 
2916 project_b0:
2917   ierr = MatGetLocalSize(pcbddc->local_mat,&n,NULL);CHKERRQ(ierr);
2918   /* change of basis and p0 dofs */
2919   if (pcbddc->benign_n) {
2920     PetscInt i,s,*nnz;
2921 
2922     /* local change of basis for pressures */
2923     ierr = MatDestroy(&pcbddc->benign_change);CHKERRQ(ierr);
2924     ierr = MatCreate(PetscObjectComm((PetscObject)pcbddc->local_mat),&pcbddc->benign_change);CHKERRQ(ierr);
2925     ierr = MatSetType(pcbddc->benign_change,MATAIJ);CHKERRQ(ierr);
2926     ierr = MatSetSizes(pcbddc->benign_change,n,n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
2927     ierr = PetscMalloc1(n,&nnz);CHKERRQ(ierr);
2928     for (i=0;i<n;i++) nnz[i] = 1; /* defaults to identity */
2929     for (i=0;i<pcbddc->benign_n;i++) {
2930       const PetscInt *idxs;
2931       PetscInt       nzs,j;
2932 
2933       ierr = ISGetLocalSize(pcbddc->benign_zerodiag_subs[i],&nzs);CHKERRQ(ierr);
2934       ierr = ISGetIndices(pcbddc->benign_zerodiag_subs[i],&idxs);CHKERRQ(ierr);
2935       for (j=0;j<nzs-1;j++) nnz[idxs[j]] = 2; /* change on pressures */
2936       nnz[idxs[nzs-1]] = nzs; /* last local pressure dof in subdomain */
2937       ierr = ISRestoreIndices(pcbddc->benign_zerodiag_subs[i],&idxs);CHKERRQ(ierr);
2938     }
2939     ierr = MatSeqAIJSetPreallocation(pcbddc->benign_change,0,nnz);CHKERRQ(ierr);
2940     ierr = MatSetOption(pcbddc->benign_change,MAT_NEW_NONZERO_ALLOCATION_ERR,PETSC_TRUE);CHKERRQ(ierr);
2941     ierr = PetscFree(nnz);CHKERRQ(ierr);
2942     /* set identity by default */
2943     for (i=0;i<n;i++) {
2944       ierr = MatSetValue(pcbddc->benign_change,i,i,1.,INSERT_VALUES);CHKERRQ(ierr);
2945     }
2946     ierr = PetscFree3(pcbddc->benign_p0_lidx,pcbddc->benign_p0_gidx,pcbddc->benign_p0);CHKERRQ(ierr);
2947     ierr = PetscMalloc3(pcbddc->benign_n,&pcbddc->benign_p0_lidx,pcbddc->benign_n,&pcbddc->benign_p0_gidx,pcbddc->benign_n,&pcbddc->benign_p0);CHKERRQ(ierr);
2948     /* set change on pressures */
2949     for (s=0;s<pcbddc->benign_n;s++) {
2950       PetscScalar    *array;
2951       const PetscInt *idxs;
2952       PetscInt       nzs;
2953 
2954       ierr = ISGetLocalSize(pcbddc->benign_zerodiag_subs[s],&nzs);CHKERRQ(ierr);
2955       ierr = ISGetIndices(pcbddc->benign_zerodiag_subs[s],&idxs);CHKERRQ(ierr);
2956       for (i=0;i<nzs-1;i++) {
2957         PetscScalar vals[2];
2958         PetscInt    cols[2];
2959 
2960         cols[0] = idxs[i];
2961         cols[1] = idxs[nzs-1];
2962         vals[0] = 1.;
2963         vals[1] = 1.;
2964         ierr = MatSetValues(pcbddc->benign_change,1,cols,2,cols,vals,INSERT_VALUES);CHKERRQ(ierr);
2965       }
2966       ierr = PetscMalloc1(nzs,&array);CHKERRQ(ierr);
2967       for (i=0;i<nzs-1;i++) array[i] = -1.;
2968       array[nzs-1] = 1.;
2969       ierr = MatSetValues(pcbddc->benign_change,1,idxs+nzs-1,nzs,idxs,array,INSERT_VALUES);CHKERRQ(ierr);
2970       /* store local idxs for p0 */
2971       pcbddc->benign_p0_lidx[s] = idxs[nzs-1];
2972       ierr = ISRestoreIndices(pcbddc->benign_zerodiag_subs[s],&idxs);CHKERRQ(ierr);
2973       ierr = PetscFree(array);CHKERRQ(ierr);
2974     }
2975     ierr = MatAssemblyBegin(pcbddc->benign_change,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2976     ierr = MatAssemblyEnd(pcbddc->benign_change,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2977 
2978     /* project if needed */
2979     if (pcbddc->benign_change_explicit) {
2980       Mat M;
2981 
2982       ierr = MatPtAP(pcbddc->local_mat,pcbddc->benign_change,MAT_INITIAL_MATRIX,2.0,&M);CHKERRQ(ierr);
2983       ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
2984       ierr = MatSeqAIJCompress(M,&pcbddc->local_mat);CHKERRQ(ierr);
2985       ierr = MatDestroy(&M);CHKERRQ(ierr);
2986     }
2987     /* store global idxs for p0 */
2988     ierr = ISLocalToGlobalMappingApply(pc->pmat->rmap->mapping,pcbddc->benign_n,pcbddc->benign_p0_lidx,pcbddc->benign_p0_gidx);CHKERRQ(ierr);
2989   }
2990   *zerodiaglocal = zerodiag;
2991   PetscFunctionReturn(0);
2992 }
2993 
2994 PetscErrorCode PCBDDCBenignGetOrSetP0(PC pc, Vec v, PetscBool get)
2995 {
2996   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
2997   PetscScalar    *array;
2998   PetscErrorCode ierr;
2999 
3000   PetscFunctionBegin;
3001   if (!pcbddc->benign_sf) {
3002     ierr = PetscSFCreate(PetscObjectComm((PetscObject)pc),&pcbddc->benign_sf);CHKERRQ(ierr);
3003     ierr = PetscSFSetGraphLayout(pcbddc->benign_sf,pc->pmat->rmap,pcbddc->benign_n,NULL,PETSC_OWN_POINTER,pcbddc->benign_p0_gidx);CHKERRQ(ierr);
3004   }
3005   if (get) {
3006     ierr = VecGetArrayRead(v,(const PetscScalar**)&array);CHKERRQ(ierr);
3007     ierr = PetscSFBcastBegin(pcbddc->benign_sf,MPIU_SCALAR,array,pcbddc->benign_p0);CHKERRQ(ierr);
3008     ierr = PetscSFBcastEnd(pcbddc->benign_sf,MPIU_SCALAR,array,pcbddc->benign_p0);CHKERRQ(ierr);
3009     ierr = VecRestoreArrayRead(v,(const PetscScalar**)&array);CHKERRQ(ierr);
3010   } else {
3011     ierr = VecGetArray(v,&array);CHKERRQ(ierr);
3012     ierr = PetscSFReduceBegin(pcbddc->benign_sf,MPIU_SCALAR,pcbddc->benign_p0,array,MPIU_REPLACE);CHKERRQ(ierr);
3013     ierr = PetscSFReduceEnd(pcbddc->benign_sf,MPIU_SCALAR,pcbddc->benign_p0,array,MPIU_REPLACE);CHKERRQ(ierr);
3014     ierr = VecRestoreArray(v,&array);CHKERRQ(ierr);
3015   }
3016   PetscFunctionReturn(0);
3017 }
3018 
3019 PetscErrorCode PCBDDCBenignPopOrPushB0(PC pc, PetscBool pop)
3020 {
3021   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
3022   PetscErrorCode ierr;
3023 
3024   PetscFunctionBegin;
3025   /* TODO: add error checking
3026     - avoid nested pop (or push) calls.
3027     - cannot push before pop.
3028     - cannot call this if pcbddc->local_mat is NULL
3029   */
3030   if (!pcbddc->benign_n) {
3031     PetscFunctionReturn(0);
3032   }
3033   if (pop) {
3034     if (pcbddc->benign_change_explicit) {
3035       IS       is_p0;
3036       MatReuse reuse;
3037 
3038       /* extract B_0 */
3039       reuse = MAT_INITIAL_MATRIX;
3040       if (pcbddc->benign_B0) {
3041         reuse = MAT_REUSE_MATRIX;
3042       }
3043       ierr = ISCreateGeneral(PETSC_COMM_SELF,pcbddc->benign_n,pcbddc->benign_p0_lidx,PETSC_COPY_VALUES,&is_p0);CHKERRQ(ierr);
3044       ierr = MatCreateSubMatrix(pcbddc->local_mat,is_p0,NULL,reuse,&pcbddc->benign_B0);CHKERRQ(ierr);
3045       /* remove rows and cols from local problem */
3046       ierr = MatSetOption(pcbddc->local_mat,MAT_KEEP_NONZERO_PATTERN,PETSC_TRUE);CHKERRQ(ierr);
3047       ierr = MatSetOption(pcbddc->local_mat,MAT_NEW_NONZERO_LOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
3048       ierr = MatZeroRowsColumnsIS(pcbddc->local_mat,is_p0,1.0,NULL,NULL);CHKERRQ(ierr);
3049       ierr = ISDestroy(&is_p0);CHKERRQ(ierr);
3050     } else {
3051       Mat_IS      *matis = (Mat_IS*)pc->pmat->data;
3052       PetscScalar *vals;
3053       PetscInt    i,n,*idxs_ins;
3054 
3055       ierr = VecGetLocalSize(matis->y,&n);CHKERRQ(ierr);
3056       ierr = PetscMalloc2(n,&idxs_ins,n,&vals);CHKERRQ(ierr);
3057       if (!pcbddc->benign_B0) {
3058         PetscInt *nnz;
3059         ierr = MatCreate(PetscObjectComm((PetscObject)pcbddc->local_mat),&pcbddc->benign_B0);CHKERRQ(ierr);
3060         ierr = MatSetType(pcbddc->benign_B0,MATAIJ);CHKERRQ(ierr);
3061         ierr = MatSetSizes(pcbddc->benign_B0,pcbddc->benign_n,n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
3062         ierr = PetscMalloc1(pcbddc->benign_n,&nnz);CHKERRQ(ierr);
3063         for (i=0;i<pcbddc->benign_n;i++) {
3064           ierr = ISGetLocalSize(pcbddc->benign_zerodiag_subs[i],&nnz[i]);CHKERRQ(ierr);
3065           nnz[i] = n - nnz[i];
3066         }
3067         ierr = MatSeqAIJSetPreallocation(pcbddc->benign_B0,0,nnz);CHKERRQ(ierr);
3068         ierr = MatSetOption(pcbddc->benign_B0,MAT_NEW_NONZERO_ALLOCATION_ERR,PETSC_TRUE);CHKERRQ(ierr);
3069         ierr = PetscFree(nnz);CHKERRQ(ierr);
3070       }
3071 
3072       for (i=0;i<pcbddc->benign_n;i++) {
3073         PetscScalar *array;
3074         PetscInt    *idxs,j,nz,cum;
3075 
3076         ierr = VecSet(matis->x,0.);CHKERRQ(ierr);
3077         ierr = ISGetLocalSize(pcbddc->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
3078         ierr = ISGetIndices(pcbddc->benign_zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
3079         for (j=0;j<nz;j++) vals[j] = 1.;
3080         ierr = VecSetValues(matis->x,nz,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
3081         ierr = VecAssemblyBegin(matis->x);CHKERRQ(ierr);
3082         ierr = VecAssemblyEnd(matis->x);CHKERRQ(ierr);
3083         ierr = VecSet(matis->y,0.);CHKERRQ(ierr);
3084         ierr = MatMult(matis->A,matis->x,matis->y);CHKERRQ(ierr);
3085         ierr = VecGetArray(matis->y,&array);CHKERRQ(ierr);
3086         cum = 0;
3087         for (j=0;j<n;j++) {
3088           if (PetscUnlikely(PetscAbsScalar(array[j]) > PETSC_SMALL)) {
3089             vals[cum] = array[j];
3090             idxs_ins[cum] = j;
3091             cum++;
3092           }
3093         }
3094         ierr = MatSetValues(pcbddc->benign_B0,1,&i,cum,idxs_ins,vals,INSERT_VALUES);CHKERRQ(ierr);
3095         ierr = VecRestoreArray(matis->y,&array);CHKERRQ(ierr);
3096         ierr = ISRestoreIndices(pcbddc->benign_zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
3097       }
3098       ierr = MatAssemblyBegin(pcbddc->benign_B0,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
3099       ierr = MatAssemblyEnd(pcbddc->benign_B0,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
3100       ierr = PetscFree2(idxs_ins,vals);CHKERRQ(ierr);
3101     }
3102   } else { /* push */
3103     if (pcbddc->benign_change_explicit) {
3104       PetscInt i;
3105 
3106       for (i=0;i<pcbddc->benign_n;i++) {
3107         PetscScalar *B0_vals;
3108         PetscInt    *B0_cols,B0_ncol;
3109 
3110         ierr = MatGetRow(pcbddc->benign_B0,i,&B0_ncol,(const PetscInt**)&B0_cols,(const PetscScalar**)&B0_vals);CHKERRQ(ierr);
3111         ierr = MatSetValues(pcbddc->local_mat,1,pcbddc->benign_p0_lidx+i,B0_ncol,B0_cols,B0_vals,INSERT_VALUES);CHKERRQ(ierr);
3112         ierr = MatSetValues(pcbddc->local_mat,B0_ncol,B0_cols,1,pcbddc->benign_p0_lidx+i,B0_vals,INSERT_VALUES);CHKERRQ(ierr);
3113         ierr = MatSetValue(pcbddc->local_mat,pcbddc->benign_p0_lidx[i],pcbddc->benign_p0_lidx[i],0.0,INSERT_VALUES);CHKERRQ(ierr);
3114         ierr = MatRestoreRow(pcbddc->benign_B0,i,&B0_ncol,(const PetscInt**)&B0_cols,(const PetscScalar**)&B0_vals);CHKERRQ(ierr);
3115       }
3116       ierr = MatAssemblyBegin(pcbddc->local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
3117       ierr = MatAssemblyEnd(pcbddc->local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
3118     } else SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Cannot push B0!");
3119   }
3120   PetscFunctionReturn(0);
3121 }
3122 
3123 PetscErrorCode PCBDDCAdaptiveSelection(PC pc)
3124 {
3125   PC_BDDC*        pcbddc = (PC_BDDC*)pc->data;
3126   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
3127   PetscBLASInt    B_dummyint,B_neigs,B_ierr,B_lwork;
3128   PetscBLASInt    *B_iwork,*B_ifail;
3129   PetscScalar     *work,lwork;
3130   PetscScalar     *St,*S,*eigv;
3131   PetscScalar     *Sarray,*Starray;
3132   PetscReal       *eigs,thresh,lthresh,uthresh;
3133   PetscInt        i,nmax,nmin,nv,cum,mss,cum2,cumarray,maxneigs;
3134   PetscBool       allocated_S_St;
3135 #if defined(PETSC_USE_COMPLEX)
3136   PetscReal       *rwork;
3137 #endif
3138   PetscErrorCode  ierr;
3139 
3140   PetscFunctionBegin;
3141   if (!sub_schurs) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Adaptive selection of constraints requires SubSchurs data");
3142   if (!sub_schurs->schur_explicit) SETERRQ(PetscObjectComm((PetscObject)pc),PETSC_ERR_SUP,"Adaptive selection of constraints requires MUMPS and/or MKL_CPARDISO");
3143   if (sub_schurs->n_subs && (!sub_schurs->is_symmetric)) SETERRQ3(PETSC_COMM_SELF,PETSC_ERR_SUP,"Adaptive selection not yet implemented for this matrix pencil (herm %d, symm %d, posdef %d)",sub_schurs->is_hermitian,sub_schurs->is_symmetric,sub_schurs->is_posdef);
3144   ierr = PetscLogEventBegin(PC_BDDC_AdaptiveSetUp[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
3145 
3146   if (pcbddc->dbg_flag) {
3147     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
3148     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
3149     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Check adaptive selection of constraints\n");CHKERRQ(ierr);
3150     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
3151   }
3152 
3153   if (pcbddc->dbg_flag) {
3154     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d cc %D (%d,%d).\n",PetscGlobalRank,sub_schurs->n_subs,sub_schurs->is_hermitian,sub_schurs->is_posdef);CHKERRQ(ierr);
3155   }
3156 
3157   /* max size of subsets */
3158   mss = 0;
3159   for (i=0;i<sub_schurs->n_subs;i++) {
3160     PetscInt subset_size;
3161 
3162     ierr = ISGetLocalSize(sub_schurs->is_subs[i],&subset_size);CHKERRQ(ierr);
3163     mss = PetscMax(mss,subset_size);
3164   }
3165 
3166   /* min/max and threshold */
3167   nmax = pcbddc->adaptive_nmax > 0 ? pcbddc->adaptive_nmax : mss;
3168   nmin = pcbddc->adaptive_nmin > 0 ? pcbddc->adaptive_nmin : 0;
3169   nmax = PetscMax(nmin,nmax);
3170   allocated_S_St = PETSC_FALSE;
3171   if (nmin || !sub_schurs->is_posdef) { /* XXX */
3172     allocated_S_St = PETSC_TRUE;
3173   }
3174 
3175   /* allocate lapack workspace */
3176   cum = cum2 = 0;
3177   maxneigs = 0;
3178   for (i=0;i<sub_schurs->n_subs;i++) {
3179     PetscInt n,subset_size;
3180 
3181     ierr = ISGetLocalSize(sub_schurs->is_subs[i],&subset_size);CHKERRQ(ierr);
3182     n = PetscMin(subset_size,nmax);
3183     cum += subset_size;
3184     cum2 += subset_size*n;
3185     maxneigs = PetscMax(maxneigs,n);
3186   }
3187   lwork = 0;
3188   if (mss) {
3189     if (sub_schurs->is_symmetric) {
3190       PetscScalar  sdummy = 0.;
3191       PetscBLASInt B_itype = 1;
3192       PetscBLASInt B_N = mss, idummy = 0;
3193       PetscReal    rdummy = 0.,zero = 0.0;
3194       PetscReal    eps = 0.0; /* dlamch? */
3195 
3196       B_lwork = -1;
3197       /* some implementations may complain about NULL pointers, even if we are querying */
3198       S = &sdummy;
3199       St = &sdummy;
3200       eigs = &rdummy;
3201       eigv = &sdummy;
3202       B_iwork = &idummy;
3203       B_ifail = &idummy;
3204 #if defined(PETSC_USE_COMPLEX)
3205       rwork = &rdummy;
3206 #endif
3207       thresh = 1.0;
3208       ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
3209 #if defined(PETSC_USE_COMPLEX)
3210       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));
3211 #else
3212       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));
3213 #endif
3214       if (B_ierr != 0) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to SYGVX Lapack routine %d",(int)B_ierr);
3215       ierr = PetscFPTrapPop();CHKERRQ(ierr);
3216     } else SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Not yet implemented");
3217   }
3218 
3219   nv = 0;
3220   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) */
3221     ierr = ISGetLocalSize(sub_schurs->is_vertices,&nv);CHKERRQ(ierr);
3222   }
3223   ierr = PetscBLASIntCast((PetscInt)PetscRealPart(lwork),&B_lwork);CHKERRQ(ierr);
3224   if (allocated_S_St) {
3225     ierr = PetscMalloc2(mss*mss,&S,mss*mss,&St);CHKERRQ(ierr);
3226   }
3227   ierr = PetscMalloc5(mss*mss,&eigv,mss,&eigs,B_lwork,&work,5*mss,&B_iwork,mss,&B_ifail);CHKERRQ(ierr);
3228 #if defined(PETSC_USE_COMPLEX)
3229   ierr = PetscMalloc1(7*mss,&rwork);CHKERRQ(ierr);
3230 #endif
3231   ierr = PetscMalloc5(nv+sub_schurs->n_subs,&pcbddc->adaptive_constraints_n,
3232                       nv+sub_schurs->n_subs+1,&pcbddc->adaptive_constraints_idxs_ptr,
3233                       nv+sub_schurs->n_subs+1,&pcbddc->adaptive_constraints_data_ptr,
3234                       nv+cum,&pcbddc->adaptive_constraints_idxs,
3235                       nv+cum2,&pcbddc->adaptive_constraints_data);CHKERRQ(ierr);
3236   ierr = PetscArrayzero(pcbddc->adaptive_constraints_n,nv+sub_schurs->n_subs);CHKERRQ(ierr);
3237 
3238   maxneigs = 0;
3239   cum = cumarray = 0;
3240   pcbddc->adaptive_constraints_idxs_ptr[0] = 0;
3241   pcbddc->adaptive_constraints_data_ptr[0] = 0;
3242   if (sub_schurs->is_vertices && pcbddc->use_vertices) {
3243     const PetscInt *idxs;
3244 
3245     ierr = ISGetIndices(sub_schurs->is_vertices,&idxs);CHKERRQ(ierr);
3246     for (cum=0;cum<nv;cum++) {
3247       pcbddc->adaptive_constraints_n[cum] = 1;
3248       pcbddc->adaptive_constraints_idxs[cum] = idxs[cum];
3249       pcbddc->adaptive_constraints_data[cum] = 1.0;
3250       pcbddc->adaptive_constraints_idxs_ptr[cum+1] = pcbddc->adaptive_constraints_idxs_ptr[cum]+1;
3251       pcbddc->adaptive_constraints_data_ptr[cum+1] = pcbddc->adaptive_constraints_data_ptr[cum]+1;
3252     }
3253     ierr = ISRestoreIndices(sub_schurs->is_vertices,&idxs);CHKERRQ(ierr);
3254   }
3255 
3256   if (mss) { /* multilevel */
3257     ierr = MatSeqAIJGetArray(sub_schurs->sum_S_Ej_inv_all,&Sarray);CHKERRQ(ierr);
3258     ierr = MatSeqAIJGetArray(sub_schurs->sum_S_Ej_tilda_all,&Starray);CHKERRQ(ierr);
3259   }
3260 
3261   lthresh = pcbddc->adaptive_threshold[0];
3262   uthresh = pcbddc->adaptive_threshold[1];
3263   for (i=0;i<sub_schurs->n_subs;i++) {
3264     const PetscInt *idxs;
3265     PetscReal      upper,lower;
3266     PetscInt       j,subset_size,eigs_start = 0;
3267     PetscBLASInt   B_N;
3268     PetscBool      same_data = PETSC_FALSE;
3269     PetscBool      scal = PETSC_FALSE;
3270 
3271     if (pcbddc->use_deluxe_scaling) {
3272       upper = PETSC_MAX_REAL;
3273       lower = uthresh;
3274     } else {
3275       if (!sub_schurs->is_posdef) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Not yet implemented without deluxe scaling");
3276       upper = 1./uthresh;
3277       lower = 0.;
3278     }
3279     ierr = ISGetLocalSize(sub_schurs->is_subs[i],&subset_size);CHKERRQ(ierr);
3280     ierr = ISGetIndices(sub_schurs->is_subs[i],&idxs);CHKERRQ(ierr);
3281     ierr = PetscBLASIntCast(subset_size,&B_N);CHKERRQ(ierr);
3282     /* this is experimental: we assume the dofs have been properly grouped to have
3283        the diagonal blocks Schur complements either positive or negative definite (true for Stokes) */
3284     if (!sub_schurs->is_posdef) {
3285       Mat T;
3286 
3287       for (j=0;j<subset_size;j++) {
3288         if (PetscRealPart(*(Sarray+cumarray+j*(subset_size+1))) < 0.0) {
3289           ierr = MatCreateSeqDense(PETSC_COMM_SELF,subset_size,subset_size,Sarray+cumarray,&T);CHKERRQ(ierr);
3290           ierr = MatScale(T,-1.0);CHKERRQ(ierr);
3291           ierr = MatDestroy(&T);CHKERRQ(ierr);
3292           ierr = MatCreateSeqDense(PETSC_COMM_SELF,subset_size,subset_size,Starray+cumarray,&T);CHKERRQ(ierr);
3293           ierr = MatScale(T,-1.0);CHKERRQ(ierr);
3294           ierr = MatDestroy(&T);CHKERRQ(ierr);
3295           if (sub_schurs->change_primal_sub) {
3296             PetscInt       nz,k;
3297             const PetscInt *idxs;
3298 
3299             ierr = ISGetLocalSize(sub_schurs->change_primal_sub[i],&nz);CHKERRQ(ierr);
3300             ierr = ISGetIndices(sub_schurs->change_primal_sub[i],&idxs);CHKERRQ(ierr);
3301             for (k=0;k<nz;k++) {
3302               *( Sarray + cumarray + idxs[k]*(subset_size+1)) *= -1.0;
3303               *(Starray + cumarray + idxs[k]*(subset_size+1))  = 0.0;
3304             }
3305             ierr = ISRestoreIndices(sub_schurs->change_primal_sub[i],&idxs);CHKERRQ(ierr);
3306           }
3307           scal = PETSC_TRUE;
3308           break;
3309         }
3310       }
3311     }
3312 
3313     if (allocated_S_St) { /* S and S_t should be copied since we could need them later */
3314       if (sub_schurs->is_symmetric) {
3315         PetscInt j,k;
3316         if (sub_schurs->n_subs == 1) { /* zeroing memory to use PetscArraycmp() later */
3317           ierr = PetscArrayzero(S,subset_size*subset_size);CHKERRQ(ierr);
3318           ierr = PetscArrayzero(St,subset_size*subset_size);CHKERRQ(ierr);
3319         }
3320         for (j=0;j<subset_size;j++) {
3321           for (k=j;k<subset_size;k++) {
3322             S [j*subset_size+k] = Sarray [cumarray+j*subset_size+k];
3323             St[j*subset_size+k] = Starray[cumarray+j*subset_size+k];
3324           }
3325         }
3326       } else {
3327         ierr = PetscArraycpy(S,Sarray+cumarray,subset_size*subset_size);CHKERRQ(ierr);
3328         ierr = PetscArraycpy(St,Starray+cumarray,subset_size*subset_size);CHKERRQ(ierr);
3329       }
3330     } else {
3331       S = Sarray + cumarray;
3332       St = Starray + cumarray;
3333     }
3334     /* see if we can save some work */
3335     if (sub_schurs->n_subs == 1 && pcbddc->use_deluxe_scaling) {
3336       ierr = PetscArraycmp(S,St,subset_size*subset_size,&same_data);CHKERRQ(ierr);
3337     }
3338 
3339     if (same_data && !sub_schurs->change) { /* there's no need of constraints here */
3340       B_neigs = 0;
3341     } else {
3342       if (sub_schurs->is_symmetric) {
3343         PetscBLASInt B_itype = 1;
3344         PetscBLASInt B_IL, B_IU;
3345         PetscReal    eps = -1.0; /* dlamch? */
3346         PetscInt     nmin_s;
3347         PetscBool    compute_range;
3348 
3349         B_neigs = 0;
3350         compute_range = (PetscBool)!same_data;
3351         if (nmin >= subset_size) compute_range = PETSC_FALSE;
3352 
3353         if (pcbddc->dbg_flag) {
3354           PetscInt nc = 0;
3355 
3356           if (sub_schurs->change_primal_sub) {
3357             ierr = ISGetLocalSize(sub_schurs->change_primal_sub[i],&nc);CHKERRQ(ierr);
3358           }
3359           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Computing for sub %D/%D size %D count %D fid %D (range %d) (change %D).\n",i,sub_schurs->n_subs,subset_size,pcbddc->mat_graph->count[idxs[0]]+1,pcbddc->mat_graph->which_dof[idxs[0]],compute_range,nc);CHKERRQ(ierr);
3360         }
3361 
3362         ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
3363         if (compute_range) {
3364 
3365           /* ask for eigenvalues larger than thresh */
3366           if (sub_schurs->is_posdef) {
3367 #if defined(PETSC_USE_COMPLEX)
3368             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));
3369 #else
3370             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));
3371 #endif
3372             ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3373           } else { /* no theory so far, but it works nicely */
3374             PetscInt  recipe = 0,recipe_m = 1;
3375             PetscReal bb[2];
3376 
3377             ierr = PetscOptionsGetInt(NULL,((PetscObject)pc)->prefix,"-pc_bddc_adaptive_recipe",&recipe,NULL);CHKERRQ(ierr);
3378             switch (recipe) {
3379             case 0:
3380               if (scal) { bb[0] = PETSC_MIN_REAL; bb[1] = lthresh; }
3381               else { bb[0] = uthresh; bb[1] = PETSC_MAX_REAL; }
3382 #if defined(PETSC_USE_COMPLEX)
3383               PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&bb[0],&bb[1],&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,rwork,B_iwork,B_ifail,&B_ierr));
3384 #else
3385               PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&bb[0],&bb[1],&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,B_iwork,B_ifail,&B_ierr));
3386 #endif
3387               ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3388               break;
3389             case 1:
3390               bb[0] = PETSC_MIN_REAL; bb[1] = lthresh*lthresh;
3391 #if defined(PETSC_USE_COMPLEX)
3392               PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&bb[0],&bb[1],&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,rwork,B_iwork,B_ifail,&B_ierr));
3393 #else
3394               PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&bb[0],&bb[1],&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,B_iwork,B_ifail,&B_ierr));
3395 #endif
3396               ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3397               if (!scal) {
3398                 PetscBLASInt B_neigs2 = 0;
3399 
3400                 bb[0] = PetscMax(lthresh*lthresh,uthresh); bb[1] = PETSC_MAX_REAL;
3401                 ierr = PetscArraycpy(S,Sarray+cumarray,subset_size*subset_size);CHKERRQ(ierr);
3402                 ierr = PetscArraycpy(St,Starray+cumarray,subset_size*subset_size);CHKERRQ(ierr);
3403 #if defined(PETSC_USE_COMPLEX)
3404                 PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&bb[0],&bb[1],&B_IL,&B_IU,&eps,&B_neigs2,eigs+B_neigs,eigv+B_neigs*B_N,&B_N,work,&B_lwork,rwork,B_iwork,B_ifail,&B_ierr));
3405 #else
3406                 PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&bb[0],&bb[1],&B_IL,&B_IU,&eps,&B_neigs2,eigs+B_neigs,eigv+B_neigs*B_N,&B_N,work,&B_lwork,B_iwork,B_ifail,&B_ierr));
3407 #endif
3408                 ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3409                 B_neigs += B_neigs2;
3410               }
3411               break;
3412             case 2:
3413               if (scal) {
3414                 bb[0] = PETSC_MIN_REAL;
3415                 bb[1] = 0;
3416 #if defined(PETSC_USE_COMPLEX)
3417                 PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&bb[0],&bb[1],&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,rwork,B_iwork,B_ifail,&B_ierr));
3418 #else
3419                 PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&bb[0],&bb[1],&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,B_iwork,B_ifail,&B_ierr));
3420 #endif
3421                 ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3422               } else {
3423                 PetscBLASInt B_neigs2 = 0;
3424                 PetscBool    import = PETSC_FALSE;
3425 
3426                 lthresh = PetscMax(lthresh,0.0);
3427                 if (lthresh > 0.0) {
3428                   bb[0] = PETSC_MIN_REAL;
3429                   bb[1] = lthresh*lthresh;
3430 
3431                   import = PETSC_TRUE;
3432 #if defined(PETSC_USE_COMPLEX)
3433                   PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&bb[0],&bb[1],&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,rwork,B_iwork,B_ifail,&B_ierr));
3434 #else
3435                   PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&bb[0],&bb[1],&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,B_iwork,B_ifail,&B_ierr));
3436 #endif
3437                   ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3438                 }
3439                 bb[0] = PetscMax(lthresh*lthresh,uthresh);
3440                 bb[1] = PETSC_MAX_REAL;
3441                 if (import) {
3442                   ierr = PetscArraycpy(S,Sarray+cumarray,subset_size*subset_size);CHKERRQ(ierr);
3443                   ierr = PetscArraycpy(St,Starray+cumarray,subset_size*subset_size);CHKERRQ(ierr);
3444                 }
3445 #if defined(PETSC_USE_COMPLEX)
3446                 PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&bb[0],&bb[1],&B_IL,&B_IU,&eps,&B_neigs2,eigs+B_neigs,eigv+B_neigs*B_N,&B_N,work,&B_lwork,rwork,B_iwork,B_ifail,&B_ierr));
3447 #else
3448                 PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&bb[0],&bb[1],&B_IL,&B_IU,&eps,&B_neigs2,eigs+B_neigs,eigv+B_neigs*B_N,&B_N,work,&B_lwork,B_iwork,B_ifail,&B_ierr));
3449 #endif
3450                 ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3451                 B_neigs += B_neigs2;
3452               }
3453               break;
3454             case 3:
3455               if (scal) {
3456                 ierr = PetscOptionsGetInt(NULL,((PetscObject)pc)->prefix,"-pc_bddc_adaptive_recipe3_min_scal",&recipe_m,NULL);CHKERRQ(ierr);
3457               } else {
3458                 ierr = PetscOptionsGetInt(NULL,((PetscObject)pc)->prefix,"-pc_bddc_adaptive_recipe3_min",&recipe_m,NULL);CHKERRQ(ierr);
3459               }
3460               if (!scal) {
3461                 bb[0] = uthresh;
3462                 bb[1] = PETSC_MAX_REAL;
3463 #if defined(PETSC_USE_COMPLEX)
3464                 PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&bb[0],&bb[1],&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,rwork,B_iwork,B_ifail,&B_ierr));
3465 #else
3466                 PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&bb[0],&bb[1],&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,B_iwork,B_ifail,&B_ierr));
3467 #endif
3468                 ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3469               }
3470               if (recipe_m > 0 && B_N - B_neigs > 0) {
3471                 PetscBLASInt B_neigs2 = 0;
3472 
3473                 B_IL = 1;
3474                 ierr = PetscBLASIntCast(PetscMin(recipe_m,B_N - B_neigs),&B_IU);CHKERRQ(ierr);
3475                 ierr = PetscArraycpy(S,Sarray+cumarray,subset_size*subset_size);CHKERRQ(ierr);
3476                 ierr = PetscArraycpy(St,Starray+cumarray,subset_size*subset_size);CHKERRQ(ierr);
3477 #if defined(PETSC_USE_COMPLEX)
3478                 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*B_N,&B_N,work,&B_lwork,rwork,B_iwork,B_ifail,&B_ierr));
3479 #else
3480                 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*B_N,&B_N,work,&B_lwork,B_iwork,B_ifail,&B_ierr));
3481 #endif
3482                 ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3483                 B_neigs += B_neigs2;
3484               }
3485               break;
3486             case 4:
3487               bb[0] = PETSC_MIN_REAL; bb[1] = lthresh;
3488 #if defined(PETSC_USE_COMPLEX)
3489               PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&bb[0],&bb[1],&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,rwork,B_iwork,B_ifail,&B_ierr));
3490 #else
3491               PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&bb[0],&bb[1],&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,B_iwork,B_ifail,&B_ierr));
3492 #endif
3493               ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3494               {
3495                 PetscBLASInt B_neigs2 = 0;
3496 
3497                 bb[0] = PetscMax(lthresh+PETSC_SMALL,uthresh); bb[1] = PETSC_MAX_REAL;
3498                 ierr = PetscArraycpy(S,Sarray+cumarray,subset_size*subset_size);CHKERRQ(ierr);
3499                 ierr = PetscArraycpy(St,Starray+cumarray,subset_size*subset_size);CHKERRQ(ierr);
3500 #if defined(PETSC_USE_COMPLEX)
3501                 PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&bb[0],&bb[1],&B_IL,&B_IU,&eps,&B_neigs2,eigs+B_neigs,eigv+B_neigs*B_N,&B_N,work,&B_lwork,rwork,B_iwork,B_ifail,&B_ierr));
3502 #else
3503                 PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&bb[0],&bb[1],&B_IL,&B_IU,&eps,&B_neigs2,eigs+B_neigs,eigv+B_neigs*B_N,&B_N,work,&B_lwork,B_iwork,B_ifail,&B_ierr));
3504 #endif
3505                 ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3506                 B_neigs += B_neigs2;
3507               }
3508               break;
3509             case 5: /* same as before: first compute all eigenvalues, then filter */
3510 #if defined(PETSC_USE_COMPLEX)
3511               PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","A","L",&B_N,St,&B_N,S,&B_N,&bb[0],&bb[1],&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,rwork,B_iwork,B_ifail,&B_ierr));
3512 #else
3513               PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","A","L",&B_N,St,&B_N,S,&B_N,&bb[0],&bb[1],&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,B_iwork,B_ifail,&B_ierr));
3514 #endif
3515               ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3516               {
3517                 PetscInt e,k,ne;
3518                 for (e=0,ne=0;e<B_neigs;e++) {
3519                   if (eigs[e] < lthresh || eigs[e] > uthresh) {
3520                     for (k=0;k<B_N;k++) S[ne*B_N+k] = eigv[e*B_N+k];
3521                     eigs[ne] = eigs[e];
3522                     ne++;
3523                   }
3524                 }
3525                 ierr = PetscArraycpy(eigv,S,B_N*ne);CHKERRQ(ierr);
3526                 B_neigs = ne;
3527               }
3528               break;
3529             default:
3530               SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_SUP,"Unknown recipe %D",recipe);
3531               break;
3532             }
3533           }
3534         } else if (!same_data) { /* this is just to see all the eigenvalues */
3535           B_IU = PetscMax(1,PetscMin(B_N,nmax));
3536           B_IL = 1;
3537 #if defined(PETSC_USE_COMPLEX)
3538           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));
3539 #else
3540           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));
3541 #endif
3542           ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3543         } else { /* same_data is true, so just get the adaptive functional requested by the user */
3544           PetscInt k;
3545           if (!sub_schurs->change_primal_sub) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"This should not happen");
3546           ierr = ISGetLocalSize(sub_schurs->change_primal_sub[i],&nmax);CHKERRQ(ierr);
3547           ierr = PetscBLASIntCast(nmax,&B_neigs);CHKERRQ(ierr);
3548           nmin = nmax;
3549           ierr = PetscArrayzero(eigv,subset_size*nmax);CHKERRQ(ierr);
3550           for (k=0;k<nmax;k++) {
3551             eigs[k] = 1./PETSC_SMALL;
3552             eigv[k*(subset_size+1)] = 1.0;
3553           }
3554         }
3555         ierr = PetscFPTrapPop();CHKERRQ(ierr);
3556         if (B_ierr) {
3557           if (B_ierr < 0 ) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: illegal value for argument %d",-(int)B_ierr);
3558           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);
3559           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);
3560         }
3561 
3562         if (B_neigs > nmax) {
3563           if (pcbddc->dbg_flag) {
3564             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   found %d eigs, more than maximum required %D.\n",B_neigs,nmax);CHKERRQ(ierr);
3565           }
3566           if (pcbddc->use_deluxe_scaling) eigs_start = scal ? 0 : B_neigs-nmax;
3567           B_neigs = nmax;
3568         }
3569 
3570         nmin_s = PetscMin(nmin,B_N);
3571         if (B_neigs < nmin_s) {
3572           PetscBLASInt B_neigs2 = 0;
3573 
3574           if (pcbddc->use_deluxe_scaling) {
3575             if (scal) {
3576               B_IU = nmin_s;
3577               B_IL = B_neigs + 1;
3578             } else {
3579               B_IL = B_N - nmin_s + 1;
3580               B_IU = B_N - B_neigs;
3581             }
3582           } else {
3583             B_IL = B_neigs + 1;
3584             B_IU = nmin_s;
3585           }
3586           if (pcbddc->dbg_flag) {
3587             ierr = 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);CHKERRQ(ierr);
3588           }
3589           if (sub_schurs->is_symmetric) {
3590             PetscInt j,k;
3591             for (j=0;j<subset_size;j++) {
3592               for (k=j;k<subset_size;k++) {
3593                 S [j*subset_size+k] = Sarray [cumarray+j*subset_size+k];
3594                 St[j*subset_size+k] = Starray[cumarray+j*subset_size+k];
3595               }
3596             }
3597           } else {
3598             ierr = PetscArraycpy(S,Sarray+cumarray,subset_size*subset_size);CHKERRQ(ierr);
3599             ierr = PetscArraycpy(St,Starray+cumarray,subset_size*subset_size);CHKERRQ(ierr);
3600           }
3601           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
3602 #if defined(PETSC_USE_COMPLEX)
3603           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));
3604 #else
3605           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));
3606 #endif
3607           ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3608           ierr = PetscFPTrapPop();CHKERRQ(ierr);
3609           B_neigs += B_neigs2;
3610         }
3611         if (B_ierr) {
3612           if (B_ierr < 0 ) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: illegal value for argument %d",-(int)B_ierr);
3613           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);
3614           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);
3615         }
3616         if (pcbddc->dbg_flag) {
3617           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   -> Got %d eigs\n",B_neigs);CHKERRQ(ierr);
3618           for (j=0;j<B_neigs;j++) {
3619             if (eigs[j] == 0.0) {
3620               ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"     Inf\n");CHKERRQ(ierr);
3621             } else {
3622               if (pcbddc->use_deluxe_scaling) {
3623                 ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"     %1.6e\n",eigs[j+eigs_start]);CHKERRQ(ierr);
3624               } else {
3625                 ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"     %1.6e\n",1./eigs[j+eigs_start]);CHKERRQ(ierr);
3626               }
3627             }
3628           }
3629         }
3630       } else SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Not yet implemented");
3631     }
3632     /* change the basis back to the original one */
3633     if (sub_schurs->change) {
3634       Mat change,phi,phit;
3635 
3636       if (pcbddc->dbg_flag > 2) {
3637         PetscInt ii;
3638         for (ii=0;ii<B_neigs;ii++) {
3639           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   -> Eigenvector (old basis) %d/%d (%d)\n",ii,B_neigs,B_N);CHKERRQ(ierr);
3640           for (j=0;j<B_N;j++) {
3641 #if defined(PETSC_USE_COMPLEX)
3642             PetscReal r = PetscRealPart(eigv[(ii+eigs_start)*subset_size+j]);
3643             PetscReal c = PetscImaginaryPart(eigv[(ii+eigs_start)*subset_size+j]);
3644             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e + %1.4e i\n",r,c);CHKERRQ(ierr);
3645 #else
3646             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e\n",eigv[(ii+eigs_start)*subset_size+j]);CHKERRQ(ierr);
3647 #endif
3648           }
3649         }
3650       }
3651       ierr = KSPGetOperators(sub_schurs->change[i],&change,NULL);CHKERRQ(ierr);
3652       ierr = MatCreateSeqDense(PETSC_COMM_SELF,subset_size,B_neigs,eigv+eigs_start*subset_size,&phit);CHKERRQ(ierr);
3653       ierr = MatMatMult(change,phit,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&phi);CHKERRQ(ierr);
3654       ierr = MatCopy(phi,phit,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
3655       ierr = MatDestroy(&phit);CHKERRQ(ierr);
3656       ierr = MatDestroy(&phi);CHKERRQ(ierr);
3657     }
3658     maxneigs = PetscMax(B_neigs,maxneigs);
3659     pcbddc->adaptive_constraints_n[i+nv] = B_neigs;
3660     if (B_neigs) {
3661       ierr = PetscArraycpy(pcbddc->adaptive_constraints_data+pcbddc->adaptive_constraints_data_ptr[cum],eigv+eigs_start*subset_size,B_neigs*subset_size);CHKERRQ(ierr);
3662 
3663       if (pcbddc->dbg_flag > 1) {
3664         PetscInt ii;
3665         for (ii=0;ii<B_neigs;ii++) {
3666           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   -> Eigenvector %d/%d (%d)\n",ii,B_neigs,B_N);CHKERRQ(ierr);
3667           for (j=0;j<B_N;j++) {
3668 #if defined(PETSC_USE_COMPLEX)
3669             PetscReal r = PetscRealPart(pcbddc->adaptive_constraints_data[ii*subset_size+j+pcbddc->adaptive_constraints_data_ptr[cum]]);
3670             PetscReal c = PetscImaginaryPart(pcbddc->adaptive_constraints_data[ii*subset_size+j+pcbddc->adaptive_constraints_data_ptr[cum]]);
3671             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e + %1.4e i\n",r,c);CHKERRQ(ierr);
3672 #else
3673             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e\n",pcbddc->adaptive_constraints_data[ii*subset_size+j+pcbddc->adaptive_constraints_data_ptr[cum]]);CHKERRQ(ierr);
3674 #endif
3675           }
3676         }
3677       }
3678       ierr = PetscArraycpy(pcbddc->adaptive_constraints_idxs+pcbddc->adaptive_constraints_idxs_ptr[cum],idxs,subset_size);CHKERRQ(ierr);
3679       pcbddc->adaptive_constraints_idxs_ptr[cum+1] = pcbddc->adaptive_constraints_idxs_ptr[cum] + subset_size;
3680       pcbddc->adaptive_constraints_data_ptr[cum+1] = pcbddc->adaptive_constraints_data_ptr[cum] + subset_size*B_neigs;
3681       cum++;
3682     }
3683     ierr = ISRestoreIndices(sub_schurs->is_subs[i],&idxs);CHKERRQ(ierr);
3684     /* shift for next computation */
3685     cumarray += subset_size*subset_size;
3686   }
3687   if (pcbddc->dbg_flag) {
3688     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
3689   }
3690 
3691   if (mss) {
3692     ierr = MatSeqAIJRestoreArray(sub_schurs->sum_S_Ej_inv_all,&Sarray);CHKERRQ(ierr);
3693     ierr = MatSeqAIJRestoreArray(sub_schurs->sum_S_Ej_tilda_all,&Starray);CHKERRQ(ierr);
3694     /* destroy matrices (junk) */
3695     ierr = MatDestroy(&sub_schurs->sum_S_Ej_inv_all);CHKERRQ(ierr);
3696     ierr = MatDestroy(&sub_schurs->sum_S_Ej_tilda_all);CHKERRQ(ierr);
3697   }
3698   if (allocated_S_St) {
3699     ierr = PetscFree2(S,St);CHKERRQ(ierr);
3700   }
3701   ierr = PetscFree5(eigv,eigs,work,B_iwork,B_ifail);CHKERRQ(ierr);
3702 #if defined(PETSC_USE_COMPLEX)
3703   ierr = PetscFree(rwork);CHKERRQ(ierr);
3704 #endif
3705   if (pcbddc->dbg_flag) {
3706     PetscInt maxneigs_r;
3707     ierr = MPIU_Allreduce(&maxneigs,&maxneigs_r,1,MPIU_INT,MPI_MAX,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
3708     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Maximum number of constraints per cc %D\n",maxneigs_r);CHKERRQ(ierr);
3709   }
3710   ierr = PetscLogEventEnd(PC_BDDC_AdaptiveSetUp[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
3711   PetscFunctionReturn(0);
3712 }
3713 
3714 PetscErrorCode PCBDDCSetUpSolvers(PC pc)
3715 {
3716   PetscScalar    *coarse_submat_vals;
3717   PetscErrorCode ierr;
3718 
3719   PetscFunctionBegin;
3720   /* Setup local scatters R_to_B and (optionally) R_to_D */
3721   /* PCBDDCSetUpLocalWorkVectors should be called first! */
3722   ierr = PCBDDCSetUpLocalScatters(pc);CHKERRQ(ierr);
3723 
3724   /* Setup local neumann solver ksp_R */
3725   /* PCBDDCSetUpLocalScatters should be called first! */
3726   ierr = PCBDDCSetUpLocalSolvers(pc,PETSC_FALSE,PETSC_TRUE);CHKERRQ(ierr);
3727 
3728   /*
3729      Setup local correction and local part of coarse basis.
3730      Gives back the dense local part of the coarse matrix in column major ordering
3731   */
3732   ierr = PCBDDCSetUpCorrection(pc,&coarse_submat_vals);CHKERRQ(ierr);
3733 
3734   /* Compute total number of coarse nodes and setup coarse solver */
3735   ierr = PCBDDCSetUpCoarseSolver(pc,coarse_submat_vals);CHKERRQ(ierr);
3736 
3737   /* free */
3738   ierr = PetscFree(coarse_submat_vals);CHKERRQ(ierr);
3739   PetscFunctionReturn(0);
3740 }
3741 
3742 PetscErrorCode PCBDDCResetCustomization(PC pc)
3743 {
3744   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3745   PetscErrorCode ierr;
3746 
3747   PetscFunctionBegin;
3748   ierr = ISDestroy(&pcbddc->user_primal_vertices);CHKERRQ(ierr);
3749   ierr = ISDestroy(&pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
3750   ierr = ISDestroy(&pcbddc->NeumannBoundaries);CHKERRQ(ierr);
3751   ierr = ISDestroy(&pcbddc->NeumannBoundariesLocal);CHKERRQ(ierr);
3752   ierr = ISDestroy(&pcbddc->DirichletBoundaries);CHKERRQ(ierr);
3753   ierr = MatNullSpaceDestroy(&pcbddc->onearnullspace);CHKERRQ(ierr);
3754   ierr = PetscFree(pcbddc->onearnullvecs_state);CHKERRQ(ierr);
3755   ierr = ISDestroy(&pcbddc->DirichletBoundariesLocal);CHKERRQ(ierr);
3756   ierr = PCBDDCSetDofsSplitting(pc,0,NULL);CHKERRQ(ierr);
3757   ierr = PCBDDCSetDofsSplittingLocal(pc,0,NULL);CHKERRQ(ierr);
3758   PetscFunctionReturn(0);
3759 }
3760 
3761 PetscErrorCode PCBDDCResetTopography(PC pc)
3762 {
3763   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3764   PetscInt       i;
3765   PetscErrorCode ierr;
3766 
3767   PetscFunctionBegin;
3768   ierr = MatDestroy(&pcbddc->nedcG);CHKERRQ(ierr);
3769   ierr = ISDestroy(&pcbddc->nedclocal);CHKERRQ(ierr);
3770   ierr = MatDestroy(&pcbddc->discretegradient);CHKERRQ(ierr);
3771   ierr = MatDestroy(&pcbddc->user_ChangeOfBasisMatrix);CHKERRQ(ierr);
3772   ierr = MatDestroy(&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
3773   ierr = MatDestroy(&pcbddc->switch_static_change);CHKERRQ(ierr);
3774   ierr = VecDestroy(&pcbddc->work_change);CHKERRQ(ierr);
3775   ierr = MatDestroy(&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
3776   ierr = MatDestroy(&pcbddc->divudotp);CHKERRQ(ierr);
3777   ierr = ISDestroy(&pcbddc->divudotp_vl2l);CHKERRQ(ierr);
3778   ierr = PCBDDCGraphDestroy(&pcbddc->mat_graph);CHKERRQ(ierr);
3779   for (i=0;i<pcbddc->n_local_subs;i++) {
3780     ierr = ISDestroy(&pcbddc->local_subs[i]);CHKERRQ(ierr);
3781   }
3782   pcbddc->n_local_subs = 0;
3783   ierr = PetscFree(pcbddc->local_subs);CHKERRQ(ierr);
3784   ierr = PCBDDCSubSchursDestroy(&pcbddc->sub_schurs);CHKERRQ(ierr);
3785   pcbddc->graphanalyzed        = PETSC_FALSE;
3786   pcbddc->recompute_topography = PETSC_TRUE;
3787   pcbddc->corner_selected      = PETSC_FALSE;
3788   PetscFunctionReturn(0);
3789 }
3790 
3791 PetscErrorCode PCBDDCResetSolvers(PC pc)
3792 {
3793   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3794   PetscErrorCode ierr;
3795 
3796   PetscFunctionBegin;
3797   ierr = VecDestroy(&pcbddc->coarse_vec);CHKERRQ(ierr);
3798   if (pcbddc->coarse_phi_B) {
3799     PetscScalar *array;
3800     ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&array);CHKERRQ(ierr);
3801     ierr = PetscFree(array);CHKERRQ(ierr);
3802   }
3803   ierr = MatDestroy(&pcbddc->coarse_phi_B);CHKERRQ(ierr);
3804   ierr = MatDestroy(&pcbddc->coarse_phi_D);CHKERRQ(ierr);
3805   ierr = MatDestroy(&pcbddc->coarse_psi_B);CHKERRQ(ierr);
3806   ierr = MatDestroy(&pcbddc->coarse_psi_D);CHKERRQ(ierr);
3807   ierr = VecDestroy(&pcbddc->vec1_P);CHKERRQ(ierr);
3808   ierr = VecDestroy(&pcbddc->vec1_C);CHKERRQ(ierr);
3809   ierr = MatDestroy(&pcbddc->local_auxmat2);CHKERRQ(ierr);
3810   ierr = MatDestroy(&pcbddc->local_auxmat1);CHKERRQ(ierr);
3811   ierr = VecDestroy(&pcbddc->vec1_R);CHKERRQ(ierr);
3812   ierr = VecDestroy(&pcbddc->vec2_R);CHKERRQ(ierr);
3813   ierr = ISDestroy(&pcbddc->is_R_local);CHKERRQ(ierr);
3814   ierr = VecScatterDestroy(&pcbddc->R_to_B);CHKERRQ(ierr);
3815   ierr = VecScatterDestroy(&pcbddc->R_to_D);CHKERRQ(ierr);
3816   ierr = VecScatterDestroy(&pcbddc->coarse_loc_to_glob);CHKERRQ(ierr);
3817   ierr = KSPReset(pcbddc->ksp_D);CHKERRQ(ierr);
3818   ierr = KSPReset(pcbddc->ksp_R);CHKERRQ(ierr);
3819   ierr = KSPReset(pcbddc->coarse_ksp);CHKERRQ(ierr);
3820   ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
3821   ierr = PetscFree(pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
3822   ierr = PetscFree2(pcbddc->local_primal_ref_node,pcbddc->local_primal_ref_mult);CHKERRQ(ierr);
3823   ierr = PetscFree(pcbddc->global_primal_indices);CHKERRQ(ierr);
3824   ierr = ISDestroy(&pcbddc->coarse_subassembling);CHKERRQ(ierr);
3825   ierr = MatDestroy(&pcbddc->benign_change);CHKERRQ(ierr);
3826   ierr = VecDestroy(&pcbddc->benign_vec);CHKERRQ(ierr);
3827   ierr = PCBDDCBenignShellMat(pc,PETSC_TRUE);CHKERRQ(ierr);
3828   ierr = MatDestroy(&pcbddc->benign_B0);CHKERRQ(ierr);
3829   ierr = PetscSFDestroy(&pcbddc->benign_sf);CHKERRQ(ierr);
3830   if (pcbddc->benign_zerodiag_subs) {
3831     PetscInt i;
3832     for (i=0;i<pcbddc->benign_n;i++) {
3833       ierr = ISDestroy(&pcbddc->benign_zerodiag_subs[i]);CHKERRQ(ierr);
3834     }
3835     ierr = PetscFree(pcbddc->benign_zerodiag_subs);CHKERRQ(ierr);
3836   }
3837   ierr = PetscFree3(pcbddc->benign_p0_lidx,pcbddc->benign_p0_gidx,pcbddc->benign_p0);CHKERRQ(ierr);
3838   PetscFunctionReturn(0);
3839 }
3840 
3841 PetscErrorCode PCBDDCSetUpLocalWorkVectors(PC pc)
3842 {
3843   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3844   PC_IS          *pcis = (PC_IS*)pc->data;
3845   VecType        impVecType;
3846   PetscInt       n_constraints,n_R,old_size;
3847   PetscErrorCode ierr;
3848 
3849   PetscFunctionBegin;
3850   n_constraints = pcbddc->local_primal_size - pcbddc->benign_n - pcbddc->n_vertices;
3851   n_R = pcis->n - pcbddc->n_vertices;
3852   ierr = VecGetType(pcis->vec1_N,&impVecType);CHKERRQ(ierr);
3853   /* local work vectors (try to avoid unneeded work)*/
3854   /* R nodes */
3855   old_size = -1;
3856   if (pcbddc->vec1_R) {
3857     ierr = VecGetSize(pcbddc->vec1_R,&old_size);CHKERRQ(ierr);
3858   }
3859   if (n_R != old_size) {
3860     ierr = VecDestroy(&pcbddc->vec1_R);CHKERRQ(ierr);
3861     ierr = VecDestroy(&pcbddc->vec2_R);CHKERRQ(ierr);
3862     ierr = VecCreate(PetscObjectComm((PetscObject)pcis->vec1_N),&pcbddc->vec1_R);CHKERRQ(ierr);
3863     ierr = VecSetSizes(pcbddc->vec1_R,PETSC_DECIDE,n_R);CHKERRQ(ierr);
3864     ierr = VecSetType(pcbddc->vec1_R,impVecType);CHKERRQ(ierr);
3865     ierr = VecDuplicate(pcbddc->vec1_R,&pcbddc->vec2_R);CHKERRQ(ierr);
3866   }
3867   /* local primal dofs */
3868   old_size = -1;
3869   if (pcbddc->vec1_P) {
3870     ierr = VecGetSize(pcbddc->vec1_P,&old_size);CHKERRQ(ierr);
3871   }
3872   if (pcbddc->local_primal_size != old_size) {
3873     ierr = VecDestroy(&pcbddc->vec1_P);CHKERRQ(ierr);
3874     ierr = VecCreate(PetscObjectComm((PetscObject)pcis->vec1_N),&pcbddc->vec1_P);CHKERRQ(ierr);
3875     ierr = VecSetSizes(pcbddc->vec1_P,PETSC_DECIDE,pcbddc->local_primal_size);CHKERRQ(ierr);
3876     ierr = VecSetType(pcbddc->vec1_P,impVecType);CHKERRQ(ierr);
3877   }
3878   /* local explicit constraints */
3879   old_size = -1;
3880   if (pcbddc->vec1_C) {
3881     ierr = VecGetSize(pcbddc->vec1_C,&old_size);CHKERRQ(ierr);
3882   }
3883   if (n_constraints && n_constraints != old_size) {
3884     ierr = VecDestroy(&pcbddc->vec1_C);CHKERRQ(ierr);
3885     ierr = VecCreate(PetscObjectComm((PetscObject)pcis->vec1_N),&pcbddc->vec1_C);CHKERRQ(ierr);
3886     ierr = VecSetSizes(pcbddc->vec1_C,PETSC_DECIDE,n_constraints);CHKERRQ(ierr);
3887     ierr = VecSetType(pcbddc->vec1_C,impVecType);CHKERRQ(ierr);
3888   }
3889   PetscFunctionReturn(0);
3890 }
3891 
3892 PetscErrorCode PCBDDCSetUpCorrection(PC pc, PetscScalar **coarse_submat_vals_n)
3893 {
3894   PetscErrorCode  ierr;
3895   /* pointers to pcis and pcbddc */
3896   PC_IS*          pcis = (PC_IS*)pc->data;
3897   PC_BDDC*        pcbddc = (PC_BDDC*)pc->data;
3898   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
3899   /* submatrices of local problem */
3900   Mat             A_RV,A_VR,A_VV,local_auxmat2_R;
3901   /* submatrices of local coarse problem */
3902   Mat             S_VV,S_CV,S_VC,S_CC;
3903   /* working matrices */
3904   Mat             C_CR;
3905   /* additional working stuff */
3906   PC              pc_R;
3907   Mat             F,Brhs = NULL;
3908   Vec             dummy_vec;
3909   PetscBool       isLU,isCHOL,need_benign_correction,sparserhs;
3910   PetscScalar     *coarse_submat_vals; /* TODO: use a PETSc matrix */
3911   PetscScalar     *work;
3912   PetscInt        *idx_V_B;
3913   PetscInt        lda_rhs,n,n_vertices,n_constraints,*p0_lidx_I;
3914   PetscInt        i,n_R,n_D,n_B;
3915   PetscScalar     one=1.0,m_one=-1.0;
3916 
3917   PetscFunctionBegin;
3918   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");
3919   ierr = PetscLogEventBegin(PC_BDDC_CorrectionSetUp[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
3920 
3921   /* Set Non-overlapping dimensions */
3922   n_vertices = pcbddc->n_vertices;
3923   n_constraints = pcbddc->local_primal_size - pcbddc->benign_n - n_vertices;
3924   n_B = pcis->n_B;
3925   n_D = pcis->n - n_B;
3926   n_R = pcis->n - n_vertices;
3927 
3928   /* vertices in boundary numbering */
3929   ierr = PetscMalloc1(n_vertices,&idx_V_B);CHKERRQ(ierr);
3930   ierr = ISGlobalToLocalMappingApply(pcis->BtoNmap,IS_GTOLM_DROP,n_vertices,pcbddc->local_primal_ref_node,&i,idx_V_B);CHKERRQ(ierr);
3931   if (i != n_vertices) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error in boundary numbering for BDDC vertices! %D != %D",n_vertices,i);
3932 
3933   /* Subdomain contribution (Non-overlapping) to coarse matrix  */
3934   ierr = PetscCalloc1(pcbddc->local_primal_size*pcbddc->local_primal_size,&coarse_submat_vals);CHKERRQ(ierr);
3935   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_vertices,n_vertices,coarse_submat_vals,&S_VV);CHKERRQ(ierr);
3936   ierr = MatSeqDenseSetLDA(S_VV,pcbddc->local_primal_size);CHKERRQ(ierr);
3937   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_constraints,n_vertices,coarse_submat_vals+n_vertices,&S_CV);CHKERRQ(ierr);
3938   ierr = MatSeqDenseSetLDA(S_CV,pcbddc->local_primal_size);CHKERRQ(ierr);
3939   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_vertices,n_constraints,coarse_submat_vals+pcbddc->local_primal_size*n_vertices,&S_VC);CHKERRQ(ierr);
3940   ierr = MatSeqDenseSetLDA(S_VC,pcbddc->local_primal_size);CHKERRQ(ierr);
3941   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_constraints,n_constraints,coarse_submat_vals+(pcbddc->local_primal_size+1)*n_vertices,&S_CC);CHKERRQ(ierr);
3942   ierr = MatSeqDenseSetLDA(S_CC,pcbddc->local_primal_size);CHKERRQ(ierr);
3943 
3944   /* determine if can use MatSolve routines instead of calling KSPSolve on ksp_R */
3945   ierr = KSPGetPC(pcbddc->ksp_R,&pc_R);CHKERRQ(ierr);
3946   ierr = PCSetUp(pc_R);CHKERRQ(ierr);
3947   ierr = PetscObjectTypeCompare((PetscObject)pc_R,PCLU,&isLU);CHKERRQ(ierr);
3948   ierr = PetscObjectTypeCompare((PetscObject)pc_R,PCCHOLESKY,&isCHOL);CHKERRQ(ierr);
3949   lda_rhs = n_R;
3950   need_benign_correction = PETSC_FALSE;
3951   if (isLU || isCHOL) {
3952     ierr = PCFactorGetMatrix(pc_R,&F);CHKERRQ(ierr);
3953   } else if (sub_schurs && sub_schurs->reuse_solver) {
3954     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3955     MatFactorType      type;
3956 
3957     F = reuse_solver->F;
3958     ierr = MatGetFactorType(F,&type);CHKERRQ(ierr);
3959     if (type == MAT_FACTOR_CHOLESKY) isCHOL = PETSC_TRUE;
3960     if (type == MAT_FACTOR_LU) isLU = PETSC_TRUE;
3961     ierr = MatGetSize(F,&lda_rhs,NULL);CHKERRQ(ierr);
3962     need_benign_correction = (PetscBool)(!!reuse_solver->benign_n);
3963   } else F = NULL;
3964 
3965   /* determine if we can use a sparse right-hand side */
3966   sparserhs = PETSC_FALSE;
3967   if (F) {
3968     MatSolverType solver;
3969 
3970     ierr = MatFactorGetSolverType(F,&solver);CHKERRQ(ierr);
3971     ierr = PetscStrcmp(solver,MATSOLVERMUMPS,&sparserhs);CHKERRQ(ierr);
3972   }
3973 
3974   /* allocate workspace */
3975   n = 0;
3976   if (n_constraints) {
3977     n += lda_rhs*n_constraints;
3978   }
3979   if (n_vertices) {
3980     n = PetscMax(2*lda_rhs*n_vertices,n);
3981     n = PetscMax((lda_rhs+n_B)*n_vertices,n);
3982   }
3983   if (!pcbddc->symmetric_primal) {
3984     n = PetscMax(2*lda_rhs*pcbddc->local_primal_size,n);
3985   }
3986   ierr = PetscMalloc1(n,&work);CHKERRQ(ierr);
3987 
3988   /* create dummy vector to modify rhs and sol of MatMatSolve (work array will never be used) */
3989   dummy_vec = NULL;
3990   if (need_benign_correction && lda_rhs != n_R && F) {
3991     ierr = VecCreate(PetscObjectComm((PetscObject)pcis->vec1_N),&dummy_vec);CHKERRQ(ierr);
3992     ierr = VecSetSizes(dummy_vec,lda_rhs,PETSC_DECIDE);CHKERRQ(ierr);
3993     ierr = VecSetType(dummy_vec,((PetscObject)pcis->vec1_N)->type_name);CHKERRQ(ierr);
3994   }
3995 
3996   ierr = MatDestroy(&pcbddc->local_auxmat1);CHKERRQ(ierr);
3997   ierr = MatDestroy(&pcbddc->local_auxmat2);CHKERRQ(ierr);
3998 
3999   /* Precompute stuffs needed for preprocessing and application of BDDC*/
4000   if (n_constraints) {
4001     Mat         M3,C_B;
4002     IS          is_aux;
4003     PetscScalar *array,*array2;
4004 
4005     /* Extract constraints on R nodes: C_{CR}  */
4006     ierr = ISCreateStride(PETSC_COMM_SELF,n_constraints,n_vertices,1,&is_aux);CHKERRQ(ierr);
4007     ierr = MatCreateSubMatrix(pcbddc->ConstraintMatrix,is_aux,pcbddc->is_R_local,MAT_INITIAL_MATRIX,&C_CR);CHKERRQ(ierr);
4008     ierr = MatCreateSubMatrix(pcbddc->ConstraintMatrix,is_aux,pcis->is_B_local,MAT_INITIAL_MATRIX,&C_B);CHKERRQ(ierr);
4009 
4010     /* Assemble         local_auxmat2_R =        (- A_{RR}^{-1} C^T_{CR}) needed by BDDC setup */
4011     /* Assemble pcbddc->local_auxmat2   = R_to_B (- A_{RR}^{-1} C^T_{CR}) needed by BDDC application */
4012     if (!sparserhs) {
4013       ierr = PetscArrayzero(work,lda_rhs*n_constraints);CHKERRQ(ierr);
4014       for (i=0;i<n_constraints;i++) {
4015         const PetscScalar *row_cmat_values;
4016         const PetscInt    *row_cmat_indices;
4017         PetscInt          size_of_constraint,j;
4018 
4019         ierr = MatGetRow(C_CR,i,&size_of_constraint,&row_cmat_indices,&row_cmat_values);CHKERRQ(ierr);
4020         for (j=0;j<size_of_constraint;j++) {
4021           work[row_cmat_indices[j]+i*lda_rhs] = -row_cmat_values[j];
4022         }
4023         ierr = MatRestoreRow(C_CR,i,&size_of_constraint,&row_cmat_indices,&row_cmat_values);CHKERRQ(ierr);
4024       }
4025       ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_constraints,work,&Brhs);CHKERRQ(ierr);
4026     } else {
4027       Mat tC_CR;
4028 
4029       ierr = MatScale(C_CR,-1.0);CHKERRQ(ierr);
4030       if (lda_rhs != n_R) {
4031         PetscScalar *aa;
4032         PetscInt    r,*ii,*jj;
4033         PetscBool   done;
4034 
4035         ierr = MatGetRowIJ(C_CR,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
4036         if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"GetRowIJ failed");
4037         ierr = MatSeqAIJGetArray(C_CR,&aa);CHKERRQ(ierr);
4038         ierr = MatCreateSeqAIJWithArrays(PETSC_COMM_SELF,n_constraints,lda_rhs,ii,jj,aa,&tC_CR);CHKERRQ(ierr);
4039         ierr = MatRestoreRowIJ(C_CR,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
4040         if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"RestoreRowIJ failed");
4041       } else {
4042         ierr  = PetscObjectReference((PetscObject)C_CR);CHKERRQ(ierr);
4043         tC_CR = C_CR;
4044       }
4045       ierr = MatCreateTranspose(tC_CR,&Brhs);CHKERRQ(ierr);
4046       ierr = MatDestroy(&tC_CR);CHKERRQ(ierr);
4047     }
4048     ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_constraints,NULL,&local_auxmat2_R);CHKERRQ(ierr);
4049     if (F) {
4050       if (need_benign_correction) {
4051         PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4052 
4053         /* rhs is already zero on interior dofs, no need to change the rhs */
4054         ierr = PetscArrayzero(reuse_solver->benign_save_vals,pcbddc->benign_n);CHKERRQ(ierr);
4055       }
4056       ierr = MatMatSolve(F,Brhs,local_auxmat2_R);CHKERRQ(ierr);
4057       if (need_benign_correction) {
4058         PetscScalar        *marr;
4059         PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4060 
4061         ierr = MatDenseGetArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
4062         if (lda_rhs != n_R) {
4063           for (i=0;i<n_constraints;i++) {
4064             ierr = VecPlaceArray(dummy_vec,marr+i*lda_rhs);CHKERRQ(ierr);
4065             ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,dummy_vec,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
4066             ierr = VecResetArray(dummy_vec);CHKERRQ(ierr);
4067           }
4068         } else {
4069           for (i=0;i<n_constraints;i++) {
4070             ierr = VecPlaceArray(pcbddc->vec1_R,marr+i*lda_rhs);CHKERRQ(ierr);
4071             ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,pcbddc->vec1_R,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
4072             ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4073           }
4074         }
4075         ierr = MatDenseRestoreArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
4076       }
4077     } else {
4078       PetscScalar *marr;
4079 
4080       ierr = MatDenseGetArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
4081       for (i=0;i<n_constraints;i++) {
4082         ierr = VecPlaceArray(pcbddc->vec1_R,work+i*lda_rhs);CHKERRQ(ierr);
4083         ierr = VecPlaceArray(pcbddc->vec2_R,marr+i*lda_rhs);CHKERRQ(ierr);
4084         ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
4085         ierr = KSPCheckSolve(pcbddc->ksp_R,pc,pcbddc->vec2_R);CHKERRQ(ierr);
4086         ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4087         ierr = VecResetArray(pcbddc->vec2_R);CHKERRQ(ierr);
4088       }
4089       ierr = MatDenseRestoreArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
4090     }
4091     if (sparserhs) {
4092       ierr = MatScale(C_CR,-1.0);CHKERRQ(ierr);
4093     }
4094     ierr = MatDestroy(&Brhs);CHKERRQ(ierr);
4095     if (!pcbddc->switch_static) {
4096       ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_B,n_constraints,NULL,&pcbddc->local_auxmat2);CHKERRQ(ierr);
4097       ierr = MatDenseGetArray(pcbddc->local_auxmat2,&array);CHKERRQ(ierr);
4098       ierr = MatDenseGetArray(local_auxmat2_R,&array2);CHKERRQ(ierr);
4099       for (i=0;i<n_constraints;i++) {
4100         ierr = VecPlaceArray(pcbddc->vec1_R,array2+i*lda_rhs);CHKERRQ(ierr);
4101         ierr = VecPlaceArray(pcis->vec1_B,array+i*n_B);CHKERRQ(ierr);
4102         ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4103         ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4104         ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
4105         ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4106       }
4107       ierr = MatDenseRestoreArray(local_auxmat2_R,&array2);CHKERRQ(ierr);
4108       ierr = MatDenseRestoreArray(pcbddc->local_auxmat2,&array);CHKERRQ(ierr);
4109       ierr = MatMatMult(C_B,pcbddc->local_auxmat2,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&M3);CHKERRQ(ierr);
4110     } else {
4111       if (lda_rhs != n_R) {
4112         IS dummy;
4113 
4114         ierr = ISCreateStride(PETSC_COMM_SELF,n_R,0,1,&dummy);CHKERRQ(ierr);
4115         ierr = MatCreateSubMatrix(local_auxmat2_R,dummy,NULL,MAT_INITIAL_MATRIX,&pcbddc->local_auxmat2);CHKERRQ(ierr);
4116         ierr = ISDestroy(&dummy);CHKERRQ(ierr);
4117       } else {
4118         ierr = PetscObjectReference((PetscObject)local_auxmat2_R);CHKERRQ(ierr);
4119         pcbddc->local_auxmat2 = local_auxmat2_R;
4120       }
4121       ierr = MatMatMult(C_CR,pcbddc->local_auxmat2,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&M3);CHKERRQ(ierr);
4122     }
4123     ierr = ISDestroy(&is_aux);CHKERRQ(ierr);
4124     /* Assemble explicitly S_CC = ( C_{CR} A_{RR}^{-1} C^T_{CR} )^{-1}  */
4125     ierr = MatScale(M3,m_one);CHKERRQ(ierr);
4126     if (isCHOL) {
4127       ierr = MatCholeskyFactor(M3,NULL,NULL);CHKERRQ(ierr);
4128     } else {
4129       ierr = MatLUFactor(M3,NULL,NULL,NULL);CHKERRQ(ierr);
4130     }
4131     ierr = MatSeqDenseInvertFactors_Private(M3);CHKERRQ(ierr);
4132     /* Assemble local_auxmat1 = S_CC*C_{CB} needed by BDDC application in KSP and in preproc */
4133     ierr = MatMatMult(M3,C_B,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&pcbddc->local_auxmat1);CHKERRQ(ierr);
4134     ierr = MatDestroy(&C_B);CHKERRQ(ierr);
4135     ierr = MatCopy(M3,S_CC,SAME_NONZERO_PATTERN);CHKERRQ(ierr); /* S_CC can have a different LDA, MatMatSolve doesn't support it */
4136     ierr = MatDestroy(&M3);CHKERRQ(ierr);
4137   }
4138 
4139   /* Get submatrices from subdomain matrix */
4140   if (n_vertices) {
4141 #if defined(PETSC_HAVE_VIENNACL) || defined(PETSC_HAVE_CUDA)
4142     PetscBool oldpin;
4143 #endif
4144     PetscBool isaij;
4145     IS        is_aux;
4146 
4147     if (sub_schurs && sub_schurs->reuse_solver) { /* is_R_local is not sorted, ISComplement doesn't like it */
4148       IS tis;
4149 
4150       ierr = ISDuplicate(pcbddc->is_R_local,&tis);CHKERRQ(ierr);
4151       ierr = ISSort(tis);CHKERRQ(ierr);
4152       ierr = ISComplement(tis,0,pcis->n,&is_aux);CHKERRQ(ierr);
4153       ierr = ISDestroy(&tis);CHKERRQ(ierr);
4154     } else {
4155       ierr = ISComplement(pcbddc->is_R_local,0,pcis->n,&is_aux);CHKERRQ(ierr);
4156     }
4157 #if defined(PETSC_HAVE_VIENNACL) || defined(PETSC_HAVE_CUDA)
4158     oldpin = pcbddc->local_mat->pinnedtocpu;
4159 #endif
4160     ierr = MatPinToCPU(pcbddc->local_mat,PETSC_TRUE);CHKERRQ(ierr);
4161     ierr = MatCreateSubMatrix(pcbddc->local_mat,pcbddc->is_R_local,is_aux,MAT_INITIAL_MATRIX,&A_RV);CHKERRQ(ierr);
4162     ierr = MatCreateSubMatrix(pcbddc->local_mat,is_aux,pcbddc->is_R_local,MAT_INITIAL_MATRIX,&A_VR);CHKERRQ(ierr);
4163     ierr = PetscObjectBaseTypeCompare((PetscObject)A_VR,MATSEQAIJ,&isaij);CHKERRQ(ierr);
4164     if (!isaij) { /* TODO REMOVE: MatMatMult(A_VR,A_RRmA_RV) below may raise an error */
4165       ierr = MatConvert(A_VR,MATSEQAIJ,MAT_INPLACE_MATRIX,&A_VR);CHKERRQ(ierr);
4166     }
4167     ierr = MatCreateSubMatrix(pcbddc->local_mat,is_aux,is_aux,MAT_INITIAL_MATRIX,&A_VV);CHKERRQ(ierr);
4168 #if defined(PETSC_HAVE_VIENNACL) || defined(PETSC_HAVE_CUDA)
4169     ierr = MatPinToCPU(pcbddc->local_mat,oldpin);CHKERRQ(ierr);
4170 #endif
4171     ierr = ISDestroy(&is_aux);CHKERRQ(ierr);
4172   }
4173 
4174   /* Matrix of coarse basis functions (local) */
4175   if (pcbddc->coarse_phi_B) {
4176     PetscInt on_B,on_primal,on_D=n_D;
4177     if (pcbddc->coarse_phi_D) {
4178       ierr = MatGetSize(pcbddc->coarse_phi_D,&on_D,NULL);CHKERRQ(ierr);
4179     }
4180     ierr = MatGetSize(pcbddc->coarse_phi_B,&on_B,&on_primal);CHKERRQ(ierr);
4181     if (on_B != n_B || on_primal != pcbddc->local_primal_size || on_D != n_D) {
4182       PetscScalar *marray;
4183 
4184       ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&marray);CHKERRQ(ierr);
4185       ierr = PetscFree(marray);CHKERRQ(ierr);
4186       ierr = MatDestroy(&pcbddc->coarse_phi_B);CHKERRQ(ierr);
4187       ierr = MatDestroy(&pcbddc->coarse_psi_B);CHKERRQ(ierr);
4188       ierr = MatDestroy(&pcbddc->coarse_phi_D);CHKERRQ(ierr);
4189       ierr = MatDestroy(&pcbddc->coarse_psi_D);CHKERRQ(ierr);
4190     }
4191   }
4192 
4193   if (!pcbddc->coarse_phi_B) {
4194     PetscScalar *marr;
4195 
4196     /* memory size */
4197     n = n_B*pcbddc->local_primal_size;
4198     if (pcbddc->switch_static || pcbddc->dbg_flag) n += n_D*pcbddc->local_primal_size;
4199     if (!pcbddc->symmetric_primal) n *= 2;
4200     ierr  = PetscCalloc1(n,&marr);CHKERRQ(ierr);
4201     ierr  = MatCreateSeqDense(PETSC_COMM_SELF,n_B,pcbddc->local_primal_size,marr,&pcbddc->coarse_phi_B);CHKERRQ(ierr);
4202     marr += n_B*pcbddc->local_primal_size;
4203     if (pcbddc->switch_static || pcbddc->dbg_flag) {
4204       ierr  = MatCreateSeqDense(PETSC_COMM_SELF,n_D,pcbddc->local_primal_size,marr,&pcbddc->coarse_phi_D);CHKERRQ(ierr);
4205       marr += n_D*pcbddc->local_primal_size;
4206     }
4207     if (!pcbddc->symmetric_primal) {
4208       ierr  = MatCreateSeqDense(PETSC_COMM_SELF,n_B,pcbddc->local_primal_size,marr,&pcbddc->coarse_psi_B);CHKERRQ(ierr);
4209       marr += n_B*pcbddc->local_primal_size;
4210       if (pcbddc->switch_static || pcbddc->dbg_flag) {
4211         ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_D,pcbddc->local_primal_size,marr,&pcbddc->coarse_psi_D);CHKERRQ(ierr);
4212       }
4213     } else {
4214       ierr = PetscObjectReference((PetscObject)pcbddc->coarse_phi_B);CHKERRQ(ierr);
4215       pcbddc->coarse_psi_B = pcbddc->coarse_phi_B;
4216       if (pcbddc->switch_static || pcbddc->dbg_flag) {
4217         ierr = PetscObjectReference((PetscObject)pcbddc->coarse_phi_D);CHKERRQ(ierr);
4218         pcbddc->coarse_psi_D = pcbddc->coarse_phi_D;
4219       }
4220     }
4221   }
4222 
4223   /* We are now ready to evaluate coarse basis functions and subdomain contribution to coarse problem */
4224   p0_lidx_I = NULL;
4225   if (pcbddc->benign_n && (pcbddc->switch_static || pcbddc->dbg_flag)) {
4226     const PetscInt *idxs;
4227 
4228     ierr = ISGetIndices(pcis->is_I_local,&idxs);CHKERRQ(ierr);
4229     ierr = PetscMalloc1(pcbddc->benign_n,&p0_lidx_I);CHKERRQ(ierr);
4230     for (i=0;i<pcbddc->benign_n;i++) {
4231       ierr = PetscFindInt(pcbddc->benign_p0_lidx[i],pcis->n-pcis->n_B,idxs,&p0_lidx_I[i]);CHKERRQ(ierr);
4232     }
4233     ierr = ISRestoreIndices(pcis->is_I_local,&idxs);CHKERRQ(ierr);
4234   }
4235 
4236   /* vertices */
4237   if (n_vertices) {
4238     PetscBool restoreavr = PETSC_FALSE;
4239 
4240     ierr = MatConvert(A_VV,MATDENSE,MAT_INPLACE_MATRIX,&A_VV);CHKERRQ(ierr);
4241 
4242     if (n_R) {
4243       Mat               A_RRmA_RV,A_RV_bcorr=NULL,S_VVt; /* S_VVt with LDA=N */
4244       PetscBLASInt      B_N,B_one = 1;
4245       const PetscScalar *x;
4246       PetscScalar       *y;
4247 
4248       ierr = MatScale(A_RV,m_one);CHKERRQ(ierr);
4249       if (need_benign_correction) {
4250         ISLocalToGlobalMapping RtoN;
4251         IS                     is_p0;
4252         PetscInt               *idxs_p0,n;
4253 
4254         ierr = PetscMalloc1(pcbddc->benign_n,&idxs_p0);CHKERRQ(ierr);
4255         ierr = ISLocalToGlobalMappingCreateIS(pcbddc->is_R_local,&RtoN);CHKERRQ(ierr);
4256         ierr = ISGlobalToLocalMappingApply(RtoN,IS_GTOLM_DROP,pcbddc->benign_n,pcbddc->benign_p0_lidx,&n,idxs_p0);CHKERRQ(ierr);
4257         if (n != pcbddc->benign_n) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error in R numbering for benign p0! %D != %D",n,pcbddc->benign_n);
4258         ierr = ISLocalToGlobalMappingDestroy(&RtoN);CHKERRQ(ierr);
4259         ierr = ISCreateGeneral(PETSC_COMM_SELF,n,idxs_p0,PETSC_OWN_POINTER,&is_p0);CHKERRQ(ierr);
4260         ierr = MatCreateSubMatrix(A_RV,is_p0,NULL,MAT_INITIAL_MATRIX,&A_RV_bcorr);CHKERRQ(ierr);
4261         ierr = ISDestroy(&is_p0);CHKERRQ(ierr);
4262       }
4263 
4264       ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_vertices,work,&A_RRmA_RV);CHKERRQ(ierr);
4265       if (!sparserhs || need_benign_correction) {
4266         if (lda_rhs == n_R) {
4267           ierr = MatConvert(A_RV,MATDENSE,MAT_INPLACE_MATRIX,&A_RV);CHKERRQ(ierr);
4268         } else {
4269           PetscScalar    *av,*array;
4270           const PetscInt *xadj,*adjncy;
4271           PetscInt       n;
4272           PetscBool      flg_row;
4273 
4274           array = work+lda_rhs*n_vertices;
4275           ierr = PetscArrayzero(array,lda_rhs*n_vertices);CHKERRQ(ierr);
4276           ierr = MatConvert(A_RV,MATSEQAIJ,MAT_INPLACE_MATRIX,&A_RV);CHKERRQ(ierr);
4277           ierr = MatGetRowIJ(A_RV,0,PETSC_FALSE,PETSC_FALSE,&n,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
4278           ierr = MatSeqAIJGetArray(A_RV,&av);CHKERRQ(ierr);
4279           for (i=0;i<n;i++) {
4280             PetscInt j;
4281             for (j=xadj[i];j<xadj[i+1];j++) array[lda_rhs*adjncy[j]+i] = av[j];
4282           }
4283           ierr = MatRestoreRowIJ(A_RV,0,PETSC_FALSE,PETSC_FALSE,&n,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
4284           ierr = MatDestroy(&A_RV);CHKERRQ(ierr);
4285           ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_vertices,array,&A_RV);CHKERRQ(ierr);
4286         }
4287         if (need_benign_correction) {
4288           PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4289           PetscScalar        *marr;
4290 
4291           ierr = MatDenseGetArray(A_RV,&marr);CHKERRQ(ierr);
4292           /* need \Phi^T A_RV = (I+L)A_RV, L given by
4293 
4294                  | 0 0  0 | (V)
4295              L = | 0 0 -1 | (P-p0)
4296                  | 0 0 -1 | (p0)
4297 
4298           */
4299           for (i=0;i<reuse_solver->benign_n;i++) {
4300             const PetscScalar *vals;
4301             const PetscInt    *idxs,*idxs_zero;
4302             PetscInt          n,j,nz;
4303 
4304             ierr = ISGetLocalSize(reuse_solver->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
4305             ierr = ISGetIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
4306             ierr = MatGetRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
4307             for (j=0;j<n;j++) {
4308               PetscScalar val = vals[j];
4309               PetscInt    k,col = idxs[j];
4310               for (k=0;k<nz;k++) marr[idxs_zero[k]+lda_rhs*col] -= val;
4311             }
4312             ierr = MatRestoreRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
4313             ierr = ISRestoreIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
4314           }
4315           ierr = MatDenseRestoreArray(A_RV,&marr);CHKERRQ(ierr);
4316         }
4317         ierr = PetscObjectReference((PetscObject)A_RV);CHKERRQ(ierr);
4318         Brhs = A_RV;
4319       } else {
4320         Mat tA_RVT,A_RVT;
4321 
4322         if (!pcbddc->symmetric_primal) {
4323           /* A_RV already scaled by -1 */
4324           ierr = MatTranspose(A_RV,MAT_INITIAL_MATRIX,&A_RVT);CHKERRQ(ierr);
4325         } else {
4326           restoreavr = PETSC_TRUE;
4327           ierr  = MatScale(A_VR,-1.0);CHKERRQ(ierr);
4328           ierr  = PetscObjectReference((PetscObject)A_VR);CHKERRQ(ierr);
4329           A_RVT = A_VR;
4330         }
4331         if (lda_rhs != n_R) {
4332           PetscScalar *aa;
4333           PetscInt    r,*ii,*jj;
4334           PetscBool   done;
4335 
4336           ierr = MatGetRowIJ(A_RVT,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
4337           if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"GetRowIJ failed");
4338           ierr = MatSeqAIJGetArray(A_RVT,&aa);CHKERRQ(ierr);
4339           ierr = MatCreateSeqAIJWithArrays(PETSC_COMM_SELF,n_vertices,lda_rhs,ii,jj,aa,&tA_RVT);CHKERRQ(ierr);
4340           ierr = MatRestoreRowIJ(A_RVT,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
4341           if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"RestoreRowIJ failed");
4342         } else {
4343           ierr   = PetscObjectReference((PetscObject)A_RVT);CHKERRQ(ierr);
4344           tA_RVT = A_RVT;
4345         }
4346         ierr = MatCreateTranspose(tA_RVT,&Brhs);CHKERRQ(ierr);
4347         ierr = MatDestroy(&tA_RVT);CHKERRQ(ierr);
4348         ierr = MatDestroy(&A_RVT);CHKERRQ(ierr);
4349       }
4350       if (F) {
4351         /* need to correct the rhs */
4352         if (need_benign_correction) {
4353           PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4354           PetscScalar        *marr;
4355 
4356           ierr = MatDenseGetArray(Brhs,&marr);CHKERRQ(ierr);
4357           if (lda_rhs != n_R) {
4358             for (i=0;i<n_vertices;i++) {
4359               ierr = VecPlaceArray(dummy_vec,marr+i*lda_rhs);CHKERRQ(ierr);
4360               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,dummy_vec,NULL,PETSC_FALSE,PETSC_TRUE);CHKERRQ(ierr);
4361               ierr = VecResetArray(dummy_vec);CHKERRQ(ierr);
4362             }
4363           } else {
4364             for (i=0;i<n_vertices;i++) {
4365               ierr = VecPlaceArray(pcbddc->vec1_R,marr+i*lda_rhs);CHKERRQ(ierr);
4366               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,pcbddc->vec1_R,NULL,PETSC_FALSE,PETSC_TRUE);CHKERRQ(ierr);
4367               ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4368             }
4369           }
4370           ierr = MatDenseRestoreArray(Brhs,&marr);CHKERRQ(ierr);
4371         }
4372         ierr = MatMatSolve(F,Brhs,A_RRmA_RV);CHKERRQ(ierr);
4373         if (restoreavr) {
4374           ierr = MatScale(A_VR,-1.0);CHKERRQ(ierr);
4375         }
4376         /* need to correct the solution */
4377         if (need_benign_correction) {
4378           PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4379           PetscScalar        *marr;
4380 
4381           ierr = MatDenseGetArray(A_RRmA_RV,&marr);CHKERRQ(ierr);
4382           if (lda_rhs != n_R) {
4383             for (i=0;i<n_vertices;i++) {
4384               ierr = VecPlaceArray(dummy_vec,marr+i*lda_rhs);CHKERRQ(ierr);
4385               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,dummy_vec,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
4386               ierr = VecResetArray(dummy_vec);CHKERRQ(ierr);
4387             }
4388           } else {
4389             for (i=0;i<n_vertices;i++) {
4390               ierr = VecPlaceArray(pcbddc->vec1_R,marr+i*lda_rhs);CHKERRQ(ierr);
4391               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,pcbddc->vec1_R,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
4392               ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4393             }
4394           }
4395           ierr = MatDenseRestoreArray(A_RRmA_RV,&marr);CHKERRQ(ierr);
4396         }
4397       } else {
4398         ierr = MatDenseGetArray(Brhs,&y);CHKERRQ(ierr);
4399         for (i=0;i<n_vertices;i++) {
4400           ierr = VecPlaceArray(pcbddc->vec1_R,y+i*lda_rhs);CHKERRQ(ierr);
4401           ierr = VecPlaceArray(pcbddc->vec2_R,work+i*lda_rhs);CHKERRQ(ierr);
4402           ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
4403           ierr = KSPCheckSolve(pcbddc->ksp_R,pc,pcbddc->vec2_R);CHKERRQ(ierr);
4404           ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4405           ierr = VecResetArray(pcbddc->vec2_R);CHKERRQ(ierr);
4406         }
4407         ierr = MatDenseRestoreArray(Brhs,&y);CHKERRQ(ierr);
4408       }
4409       ierr = MatDestroy(&A_RV);CHKERRQ(ierr);
4410       ierr = MatDestroy(&Brhs);CHKERRQ(ierr);
4411       /* S_VV and S_CV */
4412       if (n_constraints) {
4413         Mat B;
4414 
4415         ierr = PetscArrayzero(work+lda_rhs*n_vertices,n_B*n_vertices);CHKERRQ(ierr);
4416         for (i=0;i<n_vertices;i++) {
4417           ierr = VecPlaceArray(pcbddc->vec1_R,work+i*lda_rhs);CHKERRQ(ierr);
4418           ierr = VecPlaceArray(pcis->vec1_B,work+lda_rhs*n_vertices+i*n_B);CHKERRQ(ierr);
4419           ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4420           ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4421           ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
4422           ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4423         }
4424         ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_B,n_vertices,work+lda_rhs*n_vertices,&B);CHKERRQ(ierr);
4425         ierr = MatMatMult(pcbddc->local_auxmat1,B,MAT_REUSE_MATRIX,PETSC_DEFAULT,&S_CV);CHKERRQ(ierr);
4426         ierr = MatDestroy(&B);CHKERRQ(ierr);
4427         ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_vertices,work+lda_rhs*n_vertices,&B);CHKERRQ(ierr);
4428         ierr = MatMatMult(local_auxmat2_R,S_CV,MAT_REUSE_MATRIX,PETSC_DEFAULT,&B);CHKERRQ(ierr);
4429         ierr = MatScale(S_CV,m_one);CHKERRQ(ierr);
4430         ierr = PetscBLASIntCast(lda_rhs*n_vertices,&B_N);CHKERRQ(ierr);
4431         PetscStackCallBLAS("BLASaxpy",BLASaxpy_(&B_N,&one,work+lda_rhs*n_vertices,&B_one,work,&B_one));
4432         ierr = MatDestroy(&B);CHKERRQ(ierr);
4433       }
4434       if (lda_rhs != n_R) {
4435         ierr = MatDestroy(&A_RRmA_RV);CHKERRQ(ierr);
4436         ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_R,n_vertices,work,&A_RRmA_RV);CHKERRQ(ierr);
4437         ierr = MatSeqDenseSetLDA(A_RRmA_RV,lda_rhs);CHKERRQ(ierr);
4438       }
4439       ierr = MatMatMult(A_VR,A_RRmA_RV,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&S_VVt);CHKERRQ(ierr);
4440       /* need A_VR * \Phi * A_RRmA_RV = A_VR * (I+L)^T * A_RRmA_RV, L given as before */
4441       if (need_benign_correction) {
4442         PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4443         PetscScalar      *marr,*sums;
4444 
4445         ierr = PetscMalloc1(n_vertices,&sums);CHKERRQ(ierr);
4446         ierr = MatDenseGetArray(S_VVt,&marr);CHKERRQ(ierr);
4447         for (i=0;i<reuse_solver->benign_n;i++) {
4448           const PetscScalar *vals;
4449           const PetscInt    *idxs,*idxs_zero;
4450           PetscInt          n,j,nz;
4451 
4452           ierr = ISGetLocalSize(reuse_solver->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
4453           ierr = ISGetIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
4454           for (j=0;j<n_vertices;j++) {
4455             PetscInt k;
4456             sums[j] = 0.;
4457             for (k=0;k<nz;k++) sums[j] += work[idxs_zero[k]+j*lda_rhs];
4458           }
4459           ierr = MatGetRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
4460           for (j=0;j<n;j++) {
4461             PetscScalar val = vals[j];
4462             PetscInt k;
4463             for (k=0;k<n_vertices;k++) {
4464               marr[idxs[j]+k*n_vertices] += val*sums[k];
4465             }
4466           }
4467           ierr = MatRestoreRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
4468           ierr = ISRestoreIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
4469         }
4470         ierr = PetscFree(sums);CHKERRQ(ierr);
4471         ierr = MatDenseRestoreArray(S_VVt,&marr);CHKERRQ(ierr);
4472         ierr = MatDestroy(&A_RV_bcorr);CHKERRQ(ierr);
4473       }
4474       ierr = MatDestroy(&A_RRmA_RV);CHKERRQ(ierr);
4475       ierr = PetscBLASIntCast(n_vertices*n_vertices,&B_N);CHKERRQ(ierr);
4476       ierr = MatDenseGetArrayRead(A_VV,&x);CHKERRQ(ierr);
4477       ierr = MatDenseGetArray(S_VVt,&y);CHKERRQ(ierr);
4478       PetscStackCallBLAS("BLASaxpy",BLASaxpy_(&B_N,&one,x,&B_one,y,&B_one));
4479       ierr = MatDenseRestoreArrayRead(A_VV,&x);CHKERRQ(ierr);
4480       ierr = MatDenseRestoreArray(S_VVt,&y);CHKERRQ(ierr);
4481       ierr = MatCopy(S_VVt,S_VV,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
4482       ierr = MatDestroy(&S_VVt);CHKERRQ(ierr);
4483     } else {
4484       ierr = MatCopy(A_VV,S_VV,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
4485     }
4486     ierr = MatDestroy(&A_VV);CHKERRQ(ierr);
4487 
4488     /* coarse basis functions */
4489     for (i=0;i<n_vertices;i++) {
4490       PetscScalar *y;
4491 
4492       ierr = VecPlaceArray(pcbddc->vec1_R,work+lda_rhs*i);CHKERRQ(ierr);
4493       ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&y);CHKERRQ(ierr);
4494       ierr = VecPlaceArray(pcis->vec1_B,y+n_B*i);CHKERRQ(ierr);
4495       ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4496       ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4497       y[n_B*i+idx_V_B[i]] = 1.0;
4498       ierr = MatDenseRestoreArray(pcbddc->coarse_phi_B,&y);CHKERRQ(ierr);
4499       ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
4500 
4501       if (pcbddc->switch_static || pcbddc->dbg_flag) {
4502         PetscInt j;
4503 
4504         ierr = MatDenseGetArray(pcbddc->coarse_phi_D,&y);CHKERRQ(ierr);
4505         ierr = VecPlaceArray(pcis->vec1_D,y+n_D*i);CHKERRQ(ierr);
4506         ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4507         ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4508         ierr = VecResetArray(pcis->vec1_D);CHKERRQ(ierr);
4509         for (j=0;j<pcbddc->benign_n;j++) y[n_D*i+p0_lidx_I[j]] = 0.0;
4510         ierr = MatDenseRestoreArray(pcbddc->coarse_phi_D,&y);CHKERRQ(ierr);
4511       }
4512       ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4513     }
4514     /* if n_R == 0 the object is not destroyed */
4515     ierr = MatDestroy(&A_RV);CHKERRQ(ierr);
4516   }
4517   ierr = VecDestroy(&dummy_vec);CHKERRQ(ierr);
4518 
4519   if (n_constraints) {
4520     Mat B;
4521 
4522     ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_constraints,work,&B);CHKERRQ(ierr);
4523     ierr = MatScale(S_CC,m_one);CHKERRQ(ierr);
4524     ierr = MatMatMult(local_auxmat2_R,S_CC,MAT_REUSE_MATRIX,PETSC_DEFAULT,&B);CHKERRQ(ierr);
4525     ierr = MatScale(S_CC,m_one);CHKERRQ(ierr);
4526     if (n_vertices) {
4527       if (isCHOL || need_benign_correction) { /* if we can solve the interior problem with cholesky, we should also be fine with transposing here */
4528         ierr = MatTranspose(S_CV,MAT_REUSE_MATRIX,&S_VC);CHKERRQ(ierr);
4529       } else {
4530         Mat S_VCt;
4531 
4532         if (lda_rhs != n_R) {
4533           ierr = MatDestroy(&B);CHKERRQ(ierr);
4534           ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_R,n_constraints,work,&B);CHKERRQ(ierr);
4535           ierr = MatSeqDenseSetLDA(B,lda_rhs);CHKERRQ(ierr);
4536         }
4537         ierr = MatMatMult(A_VR,B,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&S_VCt);CHKERRQ(ierr);
4538         ierr = MatCopy(S_VCt,S_VC,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
4539         ierr = MatDestroy(&S_VCt);CHKERRQ(ierr);
4540       }
4541     }
4542     ierr = MatDestroy(&B);CHKERRQ(ierr);
4543     /* coarse basis functions */
4544     for (i=0;i<n_constraints;i++) {
4545       PetscScalar *y;
4546 
4547       ierr = VecPlaceArray(pcbddc->vec1_R,work+lda_rhs*i);CHKERRQ(ierr);
4548       ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&y);CHKERRQ(ierr);
4549       ierr = VecPlaceArray(pcis->vec1_B,y+n_B*(i+n_vertices));CHKERRQ(ierr);
4550       ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4551       ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4552       ierr = MatDenseRestoreArray(pcbddc->coarse_phi_B,&y);CHKERRQ(ierr);
4553       ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
4554       if (pcbddc->switch_static || pcbddc->dbg_flag) {
4555         PetscInt j;
4556 
4557         ierr = MatDenseGetArray(pcbddc->coarse_phi_D,&y);CHKERRQ(ierr);
4558         ierr = VecPlaceArray(pcis->vec1_D,y+n_D*(i+n_vertices));CHKERRQ(ierr);
4559         ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4560         ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4561         ierr = VecResetArray(pcis->vec1_D);CHKERRQ(ierr);
4562         for (j=0;j<pcbddc->benign_n;j++) y[n_D*i+p0_lidx_I[j]] = 0.0;
4563         ierr = MatDenseRestoreArray(pcbddc->coarse_phi_D,&y);CHKERRQ(ierr);
4564       }
4565       ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4566     }
4567   }
4568   if (n_constraints) {
4569     ierr = MatDestroy(&local_auxmat2_R);CHKERRQ(ierr);
4570   }
4571   ierr = PetscFree(p0_lidx_I);CHKERRQ(ierr);
4572 
4573   /* coarse matrix entries relative to B_0 */
4574   if (pcbddc->benign_n) {
4575     Mat               B0_B,B0_BPHI;
4576     IS                is_dummy;
4577     const PetscScalar *data;
4578     PetscInt          j;
4579 
4580     ierr = ISCreateStride(PETSC_COMM_SELF,pcbddc->benign_n,0,1,&is_dummy);CHKERRQ(ierr);
4581     ierr = MatCreateSubMatrix(pcbddc->benign_B0,is_dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B0_B);CHKERRQ(ierr);
4582     ierr = ISDestroy(&is_dummy);CHKERRQ(ierr);
4583     ierr = MatMatMult(B0_B,pcbddc->coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&B0_BPHI);CHKERRQ(ierr);
4584     ierr = MatConvert(B0_BPHI,MATSEQDENSE,MAT_INPLACE_MATRIX,&B0_BPHI);CHKERRQ(ierr);
4585     ierr = MatDenseGetArrayRead(B0_BPHI,&data);CHKERRQ(ierr);
4586     for (j=0;j<pcbddc->benign_n;j++) {
4587       PetscInt primal_idx = pcbddc->local_primal_size - pcbddc->benign_n + j;
4588       for (i=0;i<pcbddc->local_primal_size;i++) {
4589         coarse_submat_vals[primal_idx*pcbddc->local_primal_size+i] = data[i*pcbddc->benign_n+j];
4590         coarse_submat_vals[i*pcbddc->local_primal_size+primal_idx] = data[i*pcbddc->benign_n+j];
4591       }
4592     }
4593     ierr = MatDenseRestoreArrayRead(B0_BPHI,&data);CHKERRQ(ierr);
4594     ierr = MatDestroy(&B0_B);CHKERRQ(ierr);
4595     ierr = MatDestroy(&B0_BPHI);CHKERRQ(ierr);
4596   }
4597 
4598   /* compute other basis functions for non-symmetric problems */
4599   if (!pcbddc->symmetric_primal) {
4600     Mat         B_V=NULL,B_C=NULL;
4601     PetscScalar *marray;
4602 
4603     if (n_constraints) {
4604       Mat S_CCT,C_CRT;
4605 
4606       ierr = MatTranspose(C_CR,MAT_INITIAL_MATRIX,&C_CRT);CHKERRQ(ierr);
4607       ierr = MatTranspose(S_CC,MAT_INITIAL_MATRIX,&S_CCT);CHKERRQ(ierr);
4608       ierr = MatMatMult(C_CRT,S_CCT,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&B_C);CHKERRQ(ierr);
4609       ierr = MatDestroy(&S_CCT);CHKERRQ(ierr);
4610       if (n_vertices) {
4611         Mat S_VCT;
4612 
4613         ierr = MatTranspose(S_VC,MAT_INITIAL_MATRIX,&S_VCT);CHKERRQ(ierr);
4614         ierr = MatMatMult(C_CRT,S_VCT,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&B_V);CHKERRQ(ierr);
4615         ierr = MatDestroy(&S_VCT);CHKERRQ(ierr);
4616       }
4617       ierr = MatDestroy(&C_CRT);CHKERRQ(ierr);
4618     } else {
4619       ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_R,n_vertices,NULL,&B_V);CHKERRQ(ierr);
4620     }
4621     if (n_vertices && n_R) {
4622       PetscScalar    *av,*marray;
4623       const PetscInt *xadj,*adjncy;
4624       PetscInt       n;
4625       PetscBool      flg_row;
4626 
4627       /* B_V = B_V - A_VR^T */
4628       ierr = MatConvert(A_VR,MATSEQAIJ,MAT_INPLACE_MATRIX,&A_VR);CHKERRQ(ierr);
4629       ierr = MatGetRowIJ(A_VR,0,PETSC_FALSE,PETSC_FALSE,&n,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
4630       ierr = MatSeqAIJGetArray(A_VR,&av);CHKERRQ(ierr);
4631       ierr = MatDenseGetArray(B_V,&marray);CHKERRQ(ierr);
4632       for (i=0;i<n;i++) {
4633         PetscInt j;
4634         for (j=xadj[i];j<xadj[i+1];j++) marray[i*n_R + adjncy[j]] -= av[j];
4635       }
4636       ierr = MatDenseRestoreArray(B_V,&marray);CHKERRQ(ierr);
4637       ierr = MatRestoreRowIJ(A_VR,0,PETSC_FALSE,PETSC_FALSE,&n,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
4638       ierr = MatDestroy(&A_VR);CHKERRQ(ierr);
4639     }
4640 
4641     /* currently there's no support for MatTransposeMatSolve(F,B,X) */
4642     if (n_vertices) {
4643       ierr = MatDenseGetArray(B_V,&marray);CHKERRQ(ierr);
4644       for (i=0;i<n_vertices;i++) {
4645         ierr = VecPlaceArray(pcbddc->vec1_R,marray+i*n_R);CHKERRQ(ierr);
4646         ierr = VecPlaceArray(pcbddc->vec2_R,work+i*n_R);CHKERRQ(ierr);
4647         ierr = KSPSolveTranspose(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
4648         ierr = KSPCheckSolve(pcbddc->ksp_R,pc,pcbddc->vec2_R);CHKERRQ(ierr);
4649         ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4650         ierr = VecResetArray(pcbddc->vec2_R);CHKERRQ(ierr);
4651       }
4652       ierr = MatDenseRestoreArray(B_V,&marray);CHKERRQ(ierr);
4653     }
4654     if (B_C) {
4655       ierr = MatDenseGetArray(B_C,&marray);CHKERRQ(ierr);
4656       for (i=n_vertices;i<n_constraints+n_vertices;i++) {
4657         ierr = VecPlaceArray(pcbddc->vec1_R,marray+(i-n_vertices)*n_R);CHKERRQ(ierr);
4658         ierr = VecPlaceArray(pcbddc->vec2_R,work+i*n_R);CHKERRQ(ierr);
4659         ierr = KSPSolveTranspose(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
4660         ierr = KSPCheckSolve(pcbddc->ksp_R,pc,pcbddc->vec2_R);CHKERRQ(ierr);
4661         ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4662         ierr = VecResetArray(pcbddc->vec2_R);CHKERRQ(ierr);
4663       }
4664       ierr = MatDenseRestoreArray(B_C,&marray);CHKERRQ(ierr);
4665     }
4666     /* coarse basis functions */
4667     for (i=0;i<pcbddc->local_primal_size;i++) {
4668       PetscScalar *y;
4669 
4670       ierr = VecPlaceArray(pcbddc->vec1_R,work+i*n_R);CHKERRQ(ierr);
4671       ierr = MatDenseGetArray(pcbddc->coarse_psi_B,&y);CHKERRQ(ierr);
4672       ierr = VecPlaceArray(pcis->vec1_B,y+n_B*i);CHKERRQ(ierr);
4673       ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4674       ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4675       if (i<n_vertices) {
4676         y[n_B*i+idx_V_B[i]] = 1.0;
4677       }
4678       ierr = MatDenseRestoreArray(pcbddc->coarse_psi_B,&y);CHKERRQ(ierr);
4679       ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
4680 
4681       if (pcbddc->switch_static || pcbddc->dbg_flag) {
4682         ierr = MatDenseGetArray(pcbddc->coarse_psi_D,&y);CHKERRQ(ierr);
4683         ierr = VecPlaceArray(pcis->vec1_D,y+n_D*i);CHKERRQ(ierr);
4684         ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4685         ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4686         ierr = VecResetArray(pcis->vec1_D);CHKERRQ(ierr);
4687         ierr = MatDenseRestoreArray(pcbddc->coarse_psi_D,&y);CHKERRQ(ierr);
4688       }
4689       ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4690     }
4691     ierr = MatDestroy(&B_V);CHKERRQ(ierr);
4692     ierr = MatDestroy(&B_C);CHKERRQ(ierr);
4693   }
4694 
4695   /* free memory */
4696   ierr = PetscFree(idx_V_B);CHKERRQ(ierr);
4697   ierr = MatDestroy(&S_VV);CHKERRQ(ierr);
4698   ierr = MatDestroy(&S_CV);CHKERRQ(ierr);
4699   ierr = MatDestroy(&S_VC);CHKERRQ(ierr);
4700   ierr = MatDestroy(&S_CC);CHKERRQ(ierr);
4701   ierr = PetscFree(work);CHKERRQ(ierr);
4702   if (n_vertices) {
4703     ierr = MatDestroy(&A_VR);CHKERRQ(ierr);
4704   }
4705   if (n_constraints) {
4706     ierr = MatDestroy(&C_CR);CHKERRQ(ierr);
4707   }
4708   ierr = PetscLogEventEnd(PC_BDDC_CorrectionSetUp[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
4709 
4710   /* Checking coarse_sub_mat and coarse basis functios */
4711   /* Symmetric case     : It should be \Phi^{(j)^T} A^{(j)} \Phi^{(j)}=coarse_sub_mat */
4712   /* Non-symmetric case : It should be \Psi^{(j)^T} A^{(j)} \Phi^{(j)}=coarse_sub_mat */
4713   if (pcbddc->dbg_flag) {
4714     Mat         coarse_sub_mat;
4715     Mat         AUXMAT,TM1,TM2,TM3,TM4;
4716     Mat         coarse_phi_D,coarse_phi_B;
4717     Mat         coarse_psi_D,coarse_psi_B;
4718     Mat         A_II,A_BB,A_IB,A_BI;
4719     Mat         C_B,CPHI;
4720     IS          is_dummy;
4721     Vec         mones;
4722     MatType     checkmattype=MATSEQAIJ;
4723     PetscReal   real_value;
4724 
4725     if (pcbddc->benign_n && !pcbddc->benign_change_explicit) {
4726       Mat A;
4727       ierr = PCBDDCBenignProject(pc,NULL,NULL,&A);CHKERRQ(ierr);
4728       ierr = MatCreateSubMatrix(A,pcis->is_I_local,pcis->is_I_local,MAT_INITIAL_MATRIX,&A_II);CHKERRQ(ierr);
4729       ierr = MatCreateSubMatrix(A,pcis->is_I_local,pcis->is_B_local,MAT_INITIAL_MATRIX,&A_IB);CHKERRQ(ierr);
4730       ierr = MatCreateSubMatrix(A,pcis->is_B_local,pcis->is_I_local,MAT_INITIAL_MATRIX,&A_BI);CHKERRQ(ierr);
4731       ierr = MatCreateSubMatrix(A,pcis->is_B_local,pcis->is_B_local,MAT_INITIAL_MATRIX,&A_BB);CHKERRQ(ierr);
4732       ierr = MatDestroy(&A);CHKERRQ(ierr);
4733     } else {
4734       ierr = MatConvert(pcis->A_II,checkmattype,MAT_INITIAL_MATRIX,&A_II);CHKERRQ(ierr);
4735       ierr = MatConvert(pcis->A_IB,checkmattype,MAT_INITIAL_MATRIX,&A_IB);CHKERRQ(ierr);
4736       ierr = MatConvert(pcis->A_BI,checkmattype,MAT_INITIAL_MATRIX,&A_BI);CHKERRQ(ierr);
4737       ierr = MatConvert(pcis->A_BB,checkmattype,MAT_INITIAL_MATRIX,&A_BB);CHKERRQ(ierr);
4738     }
4739     ierr = MatConvert(pcbddc->coarse_phi_D,checkmattype,MAT_INITIAL_MATRIX,&coarse_phi_D);CHKERRQ(ierr);
4740     ierr = MatConvert(pcbddc->coarse_phi_B,checkmattype,MAT_INITIAL_MATRIX,&coarse_phi_B);CHKERRQ(ierr);
4741     if (!pcbddc->symmetric_primal) {
4742       ierr = MatConvert(pcbddc->coarse_psi_D,checkmattype,MAT_INITIAL_MATRIX,&coarse_psi_D);CHKERRQ(ierr);
4743       ierr = MatConvert(pcbddc->coarse_psi_B,checkmattype,MAT_INITIAL_MATRIX,&coarse_psi_B);CHKERRQ(ierr);
4744     }
4745     ierr = MatCreateSeqDense(PETSC_COMM_SELF,pcbddc->local_primal_size,pcbddc->local_primal_size,coarse_submat_vals,&coarse_sub_mat);CHKERRQ(ierr);
4746 
4747     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
4748     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Check coarse sub mat computation (symmetric %d)\n",pcbddc->symmetric_primal);CHKERRQ(ierr);
4749     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
4750     if (!pcbddc->symmetric_primal) {
4751       ierr = MatMatMult(A_II,coarse_phi_D,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4752       ierr = MatTransposeMatMult(coarse_psi_D,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM1);CHKERRQ(ierr);
4753       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4754       ierr = MatMatMult(A_BB,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4755       ierr = MatTransposeMatMult(coarse_psi_B,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM2);CHKERRQ(ierr);
4756       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4757       ierr = MatMatMult(A_IB,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4758       ierr = MatTransposeMatMult(coarse_psi_D,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM3);CHKERRQ(ierr);
4759       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4760       ierr = MatMatMult(A_BI,coarse_phi_D,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4761       ierr = MatTransposeMatMult(coarse_psi_B,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM4);CHKERRQ(ierr);
4762       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4763     } else {
4764       ierr = MatPtAP(A_II,coarse_phi_D,MAT_INITIAL_MATRIX,1.0,&TM1);CHKERRQ(ierr);
4765       ierr = MatPtAP(A_BB,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&TM2);CHKERRQ(ierr);
4766       ierr = MatMatMult(A_IB,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4767       ierr = MatTransposeMatMult(coarse_phi_D,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM3);CHKERRQ(ierr);
4768       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4769       ierr = MatMatMult(A_BI,coarse_phi_D,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4770       ierr = MatTransposeMatMult(coarse_phi_B,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM4);CHKERRQ(ierr);
4771       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4772     }
4773     ierr = MatAXPY(TM1,one,TM2,DIFFERENT_NONZERO_PATTERN);CHKERRQ(ierr);
4774     ierr = MatAXPY(TM1,one,TM3,DIFFERENT_NONZERO_PATTERN);CHKERRQ(ierr);
4775     ierr = MatAXPY(TM1,one,TM4,DIFFERENT_NONZERO_PATTERN);CHKERRQ(ierr);
4776     ierr = MatConvert(TM1,MATSEQDENSE,MAT_INPLACE_MATRIX,&TM1);CHKERRQ(ierr);
4777     if (pcbddc->benign_n) {
4778       Mat               B0_B,B0_BPHI;
4779       const PetscScalar *data2;
4780       PetscScalar       *data;
4781       PetscInt          j;
4782 
4783       ierr = ISCreateStride(PETSC_COMM_SELF,pcbddc->benign_n,0,1,&is_dummy);CHKERRQ(ierr);
4784       ierr = MatCreateSubMatrix(pcbddc->benign_B0,is_dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B0_B);CHKERRQ(ierr);
4785       ierr = MatMatMult(B0_B,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&B0_BPHI);CHKERRQ(ierr);
4786       ierr = MatConvert(B0_BPHI,MATSEQDENSE,MAT_INPLACE_MATRIX,&B0_BPHI);CHKERRQ(ierr);
4787       ierr = MatDenseGetArray(TM1,&data);CHKERRQ(ierr);
4788       ierr = MatDenseGetArrayRead(B0_BPHI,&data2);CHKERRQ(ierr);
4789       for (j=0;j<pcbddc->benign_n;j++) {
4790         PetscInt primal_idx = pcbddc->local_primal_size - pcbddc->benign_n + j;
4791         for (i=0;i<pcbddc->local_primal_size;i++) {
4792           data[primal_idx*pcbddc->local_primal_size+i] += data2[i*pcbddc->benign_n+j];
4793           data[i*pcbddc->local_primal_size+primal_idx] += data2[i*pcbddc->benign_n+j];
4794         }
4795       }
4796       ierr = MatDenseRestoreArray(TM1,&data);CHKERRQ(ierr);
4797       ierr = MatDenseRestoreArrayRead(B0_BPHI,&data2);CHKERRQ(ierr);
4798       ierr = MatDestroy(&B0_B);CHKERRQ(ierr);
4799       ierr = ISDestroy(&is_dummy);CHKERRQ(ierr);
4800       ierr = MatDestroy(&B0_BPHI);CHKERRQ(ierr);
4801     }
4802 #if 0
4803   {
4804     PetscViewer viewer;
4805     char filename[256];
4806     sprintf(filename,"details_local_coarse_mat%d_level%d.m",PetscGlobalRank,pcbddc->current_level);
4807     ierr = PetscViewerASCIIOpen(PETSC_COMM_SELF,filename,&viewer);CHKERRQ(ierr);
4808     ierr = PetscViewerPushFormat(viewer,PETSC_VIEWER_ASCII_MATLAB);CHKERRQ(ierr);
4809     ierr = PetscObjectSetName((PetscObject)coarse_sub_mat,"computed");CHKERRQ(ierr);
4810     ierr = MatView(coarse_sub_mat,viewer);CHKERRQ(ierr);
4811     ierr = PetscObjectSetName((PetscObject)TM1,"projected");CHKERRQ(ierr);
4812     ierr = MatView(TM1,viewer);CHKERRQ(ierr);
4813     if (pcbddc->coarse_phi_B) {
4814       ierr = PetscObjectSetName((PetscObject)pcbddc->coarse_phi_B,"phi_B");CHKERRQ(ierr);
4815       ierr = MatView(pcbddc->coarse_phi_B,viewer);CHKERRQ(ierr);
4816     }
4817     if (pcbddc->coarse_phi_D) {
4818       ierr = PetscObjectSetName((PetscObject)pcbddc->coarse_phi_D,"phi_D");CHKERRQ(ierr);
4819       ierr = MatView(pcbddc->coarse_phi_D,viewer);CHKERRQ(ierr);
4820     }
4821     if (pcbddc->coarse_psi_B) {
4822       ierr = PetscObjectSetName((PetscObject)pcbddc->coarse_psi_B,"psi_B");CHKERRQ(ierr);
4823       ierr = MatView(pcbddc->coarse_psi_B,viewer);CHKERRQ(ierr);
4824     }
4825     if (pcbddc->coarse_psi_D) {
4826       ierr = PetscObjectSetName((PetscObject)pcbddc->coarse_psi_D,"psi_D");CHKERRQ(ierr);
4827       ierr = MatView(pcbddc->coarse_psi_D,viewer);CHKERRQ(ierr);
4828     }
4829     ierr = PetscObjectSetName((PetscObject)pcbddc->local_mat,"A");CHKERRQ(ierr);
4830     ierr = MatView(pcbddc->local_mat,viewer);CHKERRQ(ierr);
4831     ierr = PetscObjectSetName((PetscObject)pcbddc->ConstraintMatrix,"C");CHKERRQ(ierr);
4832     ierr = MatView(pcbddc->ConstraintMatrix,viewer);CHKERRQ(ierr);
4833     ierr = PetscObjectSetName((PetscObject)pcis->is_I_local,"I");CHKERRQ(ierr);
4834     ierr = ISView(pcis->is_I_local,viewer);CHKERRQ(ierr);
4835     ierr = PetscObjectSetName((PetscObject)pcis->is_B_local,"B");CHKERRQ(ierr);
4836     ierr = ISView(pcis->is_B_local,viewer);CHKERRQ(ierr);
4837     ierr = PetscObjectSetName((PetscObject)pcbddc->is_R_local,"R");CHKERRQ(ierr);
4838     ierr = ISView(pcbddc->is_R_local,viewer);CHKERRQ(ierr);
4839     ierr = PetscViewerDestroy(&viewer);CHKERRQ(ierr);
4840   }
4841 #endif
4842     ierr = MatAXPY(TM1,m_one,coarse_sub_mat,DIFFERENT_NONZERO_PATTERN);CHKERRQ(ierr);
4843     ierr = MatNorm(TM1,NORM_FROBENIUS,&real_value);CHKERRQ(ierr);
4844     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
4845     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d          matrix error % 1.14e\n",PetscGlobalRank,real_value);CHKERRQ(ierr);
4846 
4847     /* check constraints */
4848     ierr = ISCreateStride(PETSC_COMM_SELF,pcbddc->local_primal_size-pcbddc->benign_n,0,1,&is_dummy);CHKERRQ(ierr);
4849     ierr = MatCreateSubMatrix(pcbddc->ConstraintMatrix,is_dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&C_B);CHKERRQ(ierr);
4850     if (!pcbddc->benign_n) { /* TODO: add benign case */
4851       ierr = MatMatMult(C_B,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&CPHI);CHKERRQ(ierr);
4852     } else {
4853       PetscScalar *data;
4854       Mat         tmat;
4855       ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&data);CHKERRQ(ierr);
4856       ierr = MatCreateSeqDense(PETSC_COMM_SELF,pcis->n_B,pcbddc->local_primal_size-pcbddc->benign_n,data,&tmat);CHKERRQ(ierr);
4857       ierr = MatDenseRestoreArray(pcbddc->coarse_phi_B,&data);CHKERRQ(ierr);
4858       ierr = MatMatMult(C_B,tmat,MAT_INITIAL_MATRIX,1.0,&CPHI);CHKERRQ(ierr);
4859       ierr = MatDestroy(&tmat);CHKERRQ(ierr);
4860     }
4861     ierr = MatCreateVecs(CPHI,&mones,NULL);CHKERRQ(ierr);
4862     ierr = VecSet(mones,-1.0);CHKERRQ(ierr);
4863     ierr = MatDiagonalSet(CPHI,mones,ADD_VALUES);CHKERRQ(ierr);
4864     ierr = MatNorm(CPHI,NORM_FROBENIUS,&real_value);CHKERRQ(ierr);
4865     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d phi constraints error % 1.14e\n",PetscGlobalRank,real_value);CHKERRQ(ierr);
4866     if (!pcbddc->symmetric_primal) {
4867       ierr = MatMatMult(C_B,coarse_psi_B,MAT_REUSE_MATRIX,1.0,&CPHI);CHKERRQ(ierr);
4868       ierr = VecSet(mones,-1.0);CHKERRQ(ierr);
4869       ierr = MatDiagonalSet(CPHI,mones,ADD_VALUES);CHKERRQ(ierr);
4870       ierr = MatNorm(CPHI,NORM_FROBENIUS,&real_value);CHKERRQ(ierr);
4871       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d psi constraints error % 1.14e\n",PetscGlobalRank,real_value);CHKERRQ(ierr);
4872     }
4873     ierr = MatDestroy(&C_B);CHKERRQ(ierr);
4874     ierr = MatDestroy(&CPHI);CHKERRQ(ierr);
4875     ierr = ISDestroy(&is_dummy);CHKERRQ(ierr);
4876     ierr = VecDestroy(&mones);CHKERRQ(ierr);
4877     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
4878     ierr = MatDestroy(&A_II);CHKERRQ(ierr);
4879     ierr = MatDestroy(&A_BB);CHKERRQ(ierr);
4880     ierr = MatDestroy(&A_IB);CHKERRQ(ierr);
4881     ierr = MatDestroy(&A_BI);CHKERRQ(ierr);
4882     ierr = MatDestroy(&TM1);CHKERRQ(ierr);
4883     ierr = MatDestroy(&TM2);CHKERRQ(ierr);
4884     ierr = MatDestroy(&TM3);CHKERRQ(ierr);
4885     ierr = MatDestroy(&TM4);CHKERRQ(ierr);
4886     ierr = MatDestroy(&coarse_phi_D);CHKERRQ(ierr);
4887     ierr = MatDestroy(&coarse_phi_B);CHKERRQ(ierr);
4888     if (!pcbddc->symmetric_primal) {
4889       ierr = MatDestroy(&coarse_psi_D);CHKERRQ(ierr);
4890       ierr = MatDestroy(&coarse_psi_B);CHKERRQ(ierr);
4891     }
4892     ierr = MatDestroy(&coarse_sub_mat);CHKERRQ(ierr);
4893   }
4894   /* FINAL CUDA support (we cannot currently mix viennacl and cuda vectors */
4895   {
4896     PetscBool gpu;
4897 
4898     ierr = PetscObjectTypeCompare((PetscObject)pcis->vec1_N,VECSEQCUDA,&gpu);CHKERRQ(ierr);
4899     if (gpu) {
4900       if (pcbddc->local_auxmat1) {
4901         ierr = MatConvert(pcbddc->local_auxmat1,MATSEQDENSECUDA,MAT_INPLACE_MATRIX,&pcbddc->local_auxmat1);CHKERRQ(ierr);
4902       }
4903       if (pcbddc->local_auxmat2) {
4904         ierr = MatConvert(pcbddc->local_auxmat2,MATSEQDENSECUDA,MAT_INPLACE_MATRIX,&pcbddc->local_auxmat2);CHKERRQ(ierr);
4905       }
4906       if (pcbddc->coarse_phi_B) {
4907         ierr = MatConvert(pcbddc->coarse_phi_B,MATSEQDENSECUDA,MAT_INPLACE_MATRIX,&pcbddc->coarse_phi_B);CHKERRQ(ierr);
4908       }
4909       if (pcbddc->coarse_phi_D) {
4910         ierr = MatConvert(pcbddc->coarse_phi_D,MATSEQDENSECUDA,MAT_INPLACE_MATRIX,&pcbddc->coarse_phi_D);CHKERRQ(ierr);
4911       }
4912       if (pcbddc->coarse_psi_B) {
4913         ierr = MatConvert(pcbddc->coarse_psi_B,MATSEQDENSECUDA,MAT_INPLACE_MATRIX,&pcbddc->coarse_psi_B);CHKERRQ(ierr);
4914       }
4915       if (pcbddc->coarse_psi_D) {
4916         ierr = MatConvert(pcbddc->coarse_psi_D,MATSEQDENSECUDA,MAT_INPLACE_MATRIX,&pcbddc->coarse_psi_D);CHKERRQ(ierr);
4917       }
4918     }
4919   }
4920   /* get back data */
4921   *coarse_submat_vals_n = coarse_submat_vals;
4922   PetscFunctionReturn(0);
4923 }
4924 
4925 PetscErrorCode MatCreateSubMatrixUnsorted(Mat A, IS isrow, IS iscol, Mat* B)
4926 {
4927   Mat            *work_mat;
4928   IS             isrow_s,iscol_s;
4929   PetscBool      rsorted,csorted;
4930   PetscInt       rsize,*idxs_perm_r=NULL,csize,*idxs_perm_c=NULL;
4931   PetscErrorCode ierr;
4932 
4933   PetscFunctionBegin;
4934   ierr = ISSorted(isrow,&rsorted);CHKERRQ(ierr);
4935   ierr = ISSorted(iscol,&csorted);CHKERRQ(ierr);
4936   ierr = ISGetLocalSize(isrow,&rsize);CHKERRQ(ierr);
4937   ierr = ISGetLocalSize(iscol,&csize);CHKERRQ(ierr);
4938 
4939   if (!rsorted) {
4940     const PetscInt *idxs;
4941     PetscInt *idxs_sorted,i;
4942 
4943     ierr = PetscMalloc1(rsize,&idxs_perm_r);CHKERRQ(ierr);
4944     ierr = PetscMalloc1(rsize,&idxs_sorted);CHKERRQ(ierr);
4945     for (i=0;i<rsize;i++) {
4946       idxs_perm_r[i] = i;
4947     }
4948     ierr = ISGetIndices(isrow,&idxs);CHKERRQ(ierr);
4949     ierr = PetscSortIntWithPermutation(rsize,idxs,idxs_perm_r);CHKERRQ(ierr);
4950     for (i=0;i<rsize;i++) {
4951       idxs_sorted[i] = idxs[idxs_perm_r[i]];
4952     }
4953     ierr = ISRestoreIndices(isrow,&idxs);CHKERRQ(ierr);
4954     ierr = ISCreateGeneral(PETSC_COMM_SELF,rsize,idxs_sorted,PETSC_OWN_POINTER,&isrow_s);CHKERRQ(ierr);
4955   } else {
4956     ierr = PetscObjectReference((PetscObject)isrow);CHKERRQ(ierr);
4957     isrow_s = isrow;
4958   }
4959 
4960   if (!csorted) {
4961     if (isrow == iscol) {
4962       ierr = PetscObjectReference((PetscObject)isrow_s);CHKERRQ(ierr);
4963       iscol_s = isrow_s;
4964     } else {
4965       const PetscInt *idxs;
4966       PetscInt       *idxs_sorted,i;
4967 
4968       ierr = PetscMalloc1(csize,&idxs_perm_c);CHKERRQ(ierr);
4969       ierr = PetscMalloc1(csize,&idxs_sorted);CHKERRQ(ierr);
4970       for (i=0;i<csize;i++) {
4971         idxs_perm_c[i] = i;
4972       }
4973       ierr = ISGetIndices(iscol,&idxs);CHKERRQ(ierr);
4974       ierr = PetscSortIntWithPermutation(csize,idxs,idxs_perm_c);CHKERRQ(ierr);
4975       for (i=0;i<csize;i++) {
4976         idxs_sorted[i] = idxs[idxs_perm_c[i]];
4977       }
4978       ierr = ISRestoreIndices(iscol,&idxs);CHKERRQ(ierr);
4979       ierr = ISCreateGeneral(PETSC_COMM_SELF,csize,idxs_sorted,PETSC_OWN_POINTER,&iscol_s);CHKERRQ(ierr);
4980     }
4981   } else {
4982     ierr = PetscObjectReference((PetscObject)iscol);CHKERRQ(ierr);
4983     iscol_s = iscol;
4984   }
4985 
4986   ierr = MatCreateSubMatrices(A,1,&isrow_s,&iscol_s,MAT_INITIAL_MATRIX,&work_mat);CHKERRQ(ierr);
4987 
4988   if (!rsorted || !csorted) {
4989     Mat      new_mat;
4990     IS       is_perm_r,is_perm_c;
4991 
4992     if (!rsorted) {
4993       PetscInt *idxs_r,i;
4994       ierr = PetscMalloc1(rsize,&idxs_r);CHKERRQ(ierr);
4995       for (i=0;i<rsize;i++) {
4996         idxs_r[idxs_perm_r[i]] = i;
4997       }
4998       ierr = PetscFree(idxs_perm_r);CHKERRQ(ierr);
4999       ierr = ISCreateGeneral(PETSC_COMM_SELF,rsize,idxs_r,PETSC_OWN_POINTER,&is_perm_r);CHKERRQ(ierr);
5000     } else {
5001       ierr = ISCreateStride(PETSC_COMM_SELF,rsize,0,1,&is_perm_r);CHKERRQ(ierr);
5002     }
5003     ierr = ISSetPermutation(is_perm_r);CHKERRQ(ierr);
5004 
5005     if (!csorted) {
5006       if (isrow_s == iscol_s) {
5007         ierr = PetscObjectReference((PetscObject)is_perm_r);CHKERRQ(ierr);
5008         is_perm_c = is_perm_r;
5009       } else {
5010         PetscInt *idxs_c,i;
5011         if (!idxs_perm_c) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Permutation array not present");
5012         ierr = PetscMalloc1(csize,&idxs_c);CHKERRQ(ierr);
5013         for (i=0;i<csize;i++) {
5014           idxs_c[idxs_perm_c[i]] = i;
5015         }
5016         ierr = PetscFree(idxs_perm_c);CHKERRQ(ierr);
5017         ierr = ISCreateGeneral(PETSC_COMM_SELF,csize,idxs_c,PETSC_OWN_POINTER,&is_perm_c);CHKERRQ(ierr);
5018       }
5019     } else {
5020       ierr = ISCreateStride(PETSC_COMM_SELF,csize,0,1,&is_perm_c);CHKERRQ(ierr);
5021     }
5022     ierr = ISSetPermutation(is_perm_c);CHKERRQ(ierr);
5023 
5024     ierr = MatPermute(work_mat[0],is_perm_r,is_perm_c,&new_mat);CHKERRQ(ierr);
5025     ierr = MatDestroy(&work_mat[0]);CHKERRQ(ierr);
5026     work_mat[0] = new_mat;
5027     ierr = ISDestroy(&is_perm_r);CHKERRQ(ierr);
5028     ierr = ISDestroy(&is_perm_c);CHKERRQ(ierr);
5029   }
5030 
5031   ierr = PetscObjectReference((PetscObject)work_mat[0]);CHKERRQ(ierr);
5032   *B = work_mat[0];
5033   ierr = MatDestroyMatrices(1,&work_mat);CHKERRQ(ierr);
5034   ierr = ISDestroy(&isrow_s);CHKERRQ(ierr);
5035   ierr = ISDestroy(&iscol_s);CHKERRQ(ierr);
5036   PetscFunctionReturn(0);
5037 }
5038 
5039 PetscErrorCode PCBDDCComputeLocalMatrix(PC pc, Mat ChangeOfBasisMatrix)
5040 {
5041   Mat_IS*        matis = (Mat_IS*)pc->pmat->data;
5042   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
5043   Mat            new_mat,lA;
5044   IS             is_local,is_global;
5045   PetscInt       local_size;
5046   PetscBool      isseqaij;
5047   PetscErrorCode ierr;
5048 
5049   PetscFunctionBegin;
5050   ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
5051   ierr = MatGetSize(matis->A,&local_size,NULL);CHKERRQ(ierr);
5052   ierr = ISCreateStride(PetscObjectComm((PetscObject)matis->A),local_size,0,1,&is_local);CHKERRQ(ierr);
5053   ierr = ISLocalToGlobalMappingApplyIS(pc->pmat->rmap->mapping,is_local,&is_global);CHKERRQ(ierr);
5054   ierr = ISDestroy(&is_local);CHKERRQ(ierr);
5055   ierr = MatCreateSubMatrixUnsorted(ChangeOfBasisMatrix,is_global,is_global,&new_mat);CHKERRQ(ierr);
5056   ierr = ISDestroy(&is_global);CHKERRQ(ierr);
5057 
5058   if (pcbddc->dbg_flag) {
5059     Vec       x,x_change;
5060     PetscReal error;
5061 
5062     ierr = MatCreateVecs(ChangeOfBasisMatrix,&x,&x_change);CHKERRQ(ierr);
5063     ierr = VecSetRandom(x,NULL);CHKERRQ(ierr);
5064     ierr = MatMult(ChangeOfBasisMatrix,x,x_change);CHKERRQ(ierr);
5065     ierr = VecScatterBegin(matis->cctx,x,matis->x,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5066     ierr = VecScatterEnd(matis->cctx,x,matis->x,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5067     ierr = MatMult(new_mat,matis->x,matis->y);CHKERRQ(ierr);
5068     if (!pcbddc->change_interior) {
5069       const PetscScalar *x,*y,*v;
5070       PetscReal         lerror = 0.;
5071       PetscInt          i;
5072 
5073       ierr = VecGetArrayRead(matis->x,&x);CHKERRQ(ierr);
5074       ierr = VecGetArrayRead(matis->y,&y);CHKERRQ(ierr);
5075       ierr = VecGetArrayRead(matis->counter,&v);CHKERRQ(ierr);
5076       for (i=0;i<local_size;i++)
5077         if (PetscRealPart(v[i]) < 1.5 && PetscAbsScalar(x[i]-y[i]) > lerror)
5078           lerror = PetscAbsScalar(x[i]-y[i]);
5079       ierr = VecRestoreArrayRead(matis->x,&x);CHKERRQ(ierr);
5080       ierr = VecRestoreArrayRead(matis->y,&y);CHKERRQ(ierr);
5081       ierr = VecRestoreArrayRead(matis->counter,&v);CHKERRQ(ierr);
5082       ierr = MPIU_Allreduce(&lerror,&error,1,MPIU_REAL,MPI_MAX,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
5083       if (error > PETSC_SMALL) {
5084         if (!pcbddc->user_ChangeOfBasisMatrix || pcbddc->current_level) {
5085           SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"Error global vs local change on I: %1.6e",error);
5086         } else {
5087           SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_USER,"Error global vs local change on I: %1.6e",error);
5088         }
5089       }
5090     }
5091     ierr = VecScatterBegin(matis->rctx,matis->y,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5092     ierr = VecScatterEnd(matis->rctx,matis->y,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5093     ierr = VecAXPY(x,-1.0,x_change);CHKERRQ(ierr);
5094     ierr = VecNorm(x,NORM_INFINITY,&error);CHKERRQ(ierr);
5095     if (error > PETSC_SMALL) {
5096       if (!pcbddc->user_ChangeOfBasisMatrix || pcbddc->current_level) {
5097         SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"Error global vs local change on N: %1.6e",error);
5098       } else {
5099         SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_USER,"Error global vs local change on N: %1.6e",error);
5100       }
5101     }
5102     ierr = VecDestroy(&x);CHKERRQ(ierr);
5103     ierr = VecDestroy(&x_change);CHKERRQ(ierr);
5104   }
5105 
5106   /* lA is present if we are setting up an inner BDDC for a saddle point FETI-DP */
5107   ierr = PetscObjectQuery((PetscObject)pc,"__KSPFETIDP_lA" ,(PetscObject*)&lA);CHKERRQ(ierr);
5108 
5109   /* TODO: HOW TO WORK WITH BAIJ and SBAIJ and SEQDENSE? */
5110   ierr = PetscObjectBaseTypeCompare((PetscObject)matis->A,MATSEQAIJ,&isseqaij);CHKERRQ(ierr);
5111   if (isseqaij) {
5112     ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
5113     ierr = MatPtAP(matis->A,new_mat,MAT_INITIAL_MATRIX,2.0,&pcbddc->local_mat);CHKERRQ(ierr);
5114     if (lA) {
5115       Mat work;
5116       ierr = MatPtAP(lA,new_mat,MAT_INITIAL_MATRIX,2.0,&work);CHKERRQ(ierr);
5117       ierr = PetscObjectCompose((PetscObject)pc,"__KSPFETIDP_lA" ,(PetscObject)work);CHKERRQ(ierr);
5118       ierr = MatDestroy(&work);CHKERRQ(ierr);
5119     }
5120   } else {
5121     Mat work_mat;
5122 
5123     ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
5124     ierr = MatConvert(matis->A,MATSEQAIJ,MAT_INITIAL_MATRIX,&work_mat);CHKERRQ(ierr);
5125     ierr = MatPtAP(work_mat,new_mat,MAT_INITIAL_MATRIX,2.0,&pcbddc->local_mat);CHKERRQ(ierr);
5126     ierr = MatDestroy(&work_mat);CHKERRQ(ierr);
5127     if (lA) {
5128       Mat work;
5129       ierr = MatConvert(lA,MATSEQAIJ,MAT_INITIAL_MATRIX,&work_mat);CHKERRQ(ierr);
5130       ierr = MatPtAP(work_mat,new_mat,MAT_INITIAL_MATRIX,2.0,&work);CHKERRQ(ierr);
5131       ierr = PetscObjectCompose((PetscObject)pc,"__KSPFETIDP_lA" ,(PetscObject)work);CHKERRQ(ierr);
5132       ierr = MatDestroy(&work);CHKERRQ(ierr);
5133     }
5134   }
5135   if (matis->A->symmetric_set) {
5136     ierr = MatSetOption(pcbddc->local_mat,MAT_SYMMETRIC,matis->A->symmetric);CHKERRQ(ierr);
5137 #if !defined(PETSC_USE_COMPLEX)
5138     ierr = MatSetOption(pcbddc->local_mat,MAT_HERMITIAN,matis->A->symmetric);CHKERRQ(ierr);
5139 #endif
5140   }
5141   ierr = MatDestroy(&new_mat);CHKERRQ(ierr);
5142   PetscFunctionReturn(0);
5143 }
5144 
5145 PetscErrorCode PCBDDCSetUpLocalScatters(PC pc)
5146 {
5147   PC_IS*          pcis = (PC_IS*)(pc->data);
5148   PC_BDDC*        pcbddc = (PC_BDDC*)pc->data;
5149   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
5150   PetscInt        *idx_R_local=NULL;
5151   PetscInt        n_vertices,i,j,n_R,n_D,n_B;
5152   PetscInt        vbs,bs;
5153   PetscBT         bitmask=NULL;
5154   PetscErrorCode  ierr;
5155 
5156   PetscFunctionBegin;
5157   /*
5158     No need to setup local scatters if
5159       - primal space is unchanged
5160         AND
5161       - we actually have locally some primal dofs (could not be true in multilevel or for isolated subdomains)
5162         AND
5163       - we are not in debugging mode (this is needed since there are Synchronized prints at the end of the subroutine
5164   */
5165   if (!pcbddc->new_primal_space_local && pcbddc->local_primal_size && !pcbddc->dbg_flag) {
5166     PetscFunctionReturn(0);
5167   }
5168   /* destroy old objects */
5169   ierr = ISDestroy(&pcbddc->is_R_local);CHKERRQ(ierr);
5170   ierr = VecScatterDestroy(&pcbddc->R_to_B);CHKERRQ(ierr);
5171   ierr = VecScatterDestroy(&pcbddc->R_to_D);CHKERRQ(ierr);
5172   /* Set Non-overlapping dimensions */
5173   n_B = pcis->n_B;
5174   n_D = pcis->n - n_B;
5175   n_vertices = pcbddc->n_vertices;
5176 
5177   /* Dohrmann's notation: dofs splitted in R (Remaining: all dofs but the vertices) and V (Vertices) */
5178 
5179   /* create auxiliary bitmask and allocate workspace */
5180   if (!sub_schurs || !sub_schurs->reuse_solver) {
5181     ierr = PetscMalloc1(pcis->n-n_vertices,&idx_R_local);CHKERRQ(ierr);
5182     ierr = PetscBTCreate(pcis->n,&bitmask);CHKERRQ(ierr);
5183     for (i=0;i<n_vertices;i++) {
5184       ierr = PetscBTSet(bitmask,pcbddc->local_primal_ref_node[i]);CHKERRQ(ierr);
5185     }
5186 
5187     for (i=0, n_R=0; i<pcis->n; i++) {
5188       if (!PetscBTLookup(bitmask,i)) {
5189         idx_R_local[n_R++] = i;
5190       }
5191     }
5192   } else { /* A different ordering (already computed) is present if we are reusing the Schur solver */
5193     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5194 
5195     ierr = ISGetIndices(reuse_solver->is_R,(const PetscInt**)&idx_R_local);CHKERRQ(ierr);
5196     ierr = ISGetLocalSize(reuse_solver->is_R,&n_R);CHKERRQ(ierr);
5197   }
5198 
5199   /* Block code */
5200   vbs = 1;
5201   ierr = MatGetBlockSize(pcbddc->local_mat,&bs);CHKERRQ(ierr);
5202   if (bs>1 && !(n_vertices%bs)) {
5203     PetscBool is_blocked = PETSC_TRUE;
5204     PetscInt  *vary;
5205     if (!sub_schurs || !sub_schurs->reuse_solver) {
5206       ierr = PetscMalloc1(pcis->n/bs,&vary);CHKERRQ(ierr);
5207       ierr = PetscArrayzero(vary,pcis->n/bs);CHKERRQ(ierr);
5208       /* Verify that the vertex indices correspond to each element in a block (code taken from sbaij2.c) */
5209       /* 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 */
5210       for (i=0; i<n_vertices; i++) vary[pcbddc->local_primal_ref_node[i]/bs]++;
5211       for (i=0; i<pcis->n/bs; i++) {
5212         if (vary[i]!=0 && vary[i]!=bs) {
5213           is_blocked = PETSC_FALSE;
5214           break;
5215         }
5216       }
5217       ierr = PetscFree(vary);CHKERRQ(ierr);
5218     } else {
5219       /* Verify directly the R set */
5220       for (i=0; i<n_R/bs; i++) {
5221         PetscInt j,node=idx_R_local[bs*i];
5222         for (j=1; j<bs; j++) {
5223           if (node != idx_R_local[bs*i+j]-j) {
5224             is_blocked = PETSC_FALSE;
5225             break;
5226           }
5227         }
5228       }
5229     }
5230     if (is_blocked) { /* build compressed IS for R nodes (complement of vertices) */
5231       vbs = bs;
5232       for (i=0;i<n_R/vbs;i++) {
5233         idx_R_local[i] = idx_R_local[vbs*i]/vbs;
5234       }
5235     }
5236   }
5237   ierr = ISCreateBlock(PETSC_COMM_SELF,vbs,n_R/vbs,idx_R_local,PETSC_COPY_VALUES,&pcbddc->is_R_local);CHKERRQ(ierr);
5238   if (sub_schurs && sub_schurs->reuse_solver) {
5239     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5240 
5241     ierr = ISRestoreIndices(reuse_solver->is_R,(const PetscInt**)&idx_R_local);CHKERRQ(ierr);
5242     ierr = ISDestroy(&reuse_solver->is_R);CHKERRQ(ierr);
5243     ierr = PetscObjectReference((PetscObject)pcbddc->is_R_local);CHKERRQ(ierr);
5244     reuse_solver->is_R = pcbddc->is_R_local;
5245   } else {
5246     ierr = PetscFree(idx_R_local);CHKERRQ(ierr);
5247   }
5248 
5249   /* print some info if requested */
5250   if (pcbddc->dbg_flag) {
5251     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
5252     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5253     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
5254     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d local dimensions\n",PetscGlobalRank);CHKERRQ(ierr);
5255     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"local_size = %D, dirichlet_size = %D, boundary_size = %D\n",pcis->n,n_D,n_B);CHKERRQ(ierr);
5256     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);
5257     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5258   }
5259 
5260   /* VecScatters pcbddc->R_to_B and (optionally) pcbddc->R_to_D */
5261   if (!sub_schurs || !sub_schurs->reuse_solver) {
5262     IS       is_aux1,is_aux2;
5263     PetscInt *aux_array1,*aux_array2,*is_indices,*idx_R_local;
5264 
5265     ierr = ISGetIndices(pcbddc->is_R_local,(const PetscInt**)&idx_R_local);CHKERRQ(ierr);
5266     ierr = PetscMalloc1(pcis->n_B-n_vertices,&aux_array1);CHKERRQ(ierr);
5267     ierr = PetscMalloc1(pcis->n_B-n_vertices,&aux_array2);CHKERRQ(ierr);
5268     ierr = ISGetIndices(pcis->is_I_local,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5269     for (i=0; i<n_D; i++) {
5270       ierr = PetscBTSet(bitmask,is_indices[i]);CHKERRQ(ierr);
5271     }
5272     ierr = ISRestoreIndices(pcis->is_I_local,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5273     for (i=0, j=0; i<n_R; i++) {
5274       if (!PetscBTLookup(bitmask,idx_R_local[i])) {
5275         aux_array1[j++] = i;
5276       }
5277     }
5278     ierr = ISCreateGeneral(PETSC_COMM_SELF,j,aux_array1,PETSC_OWN_POINTER,&is_aux1);CHKERRQ(ierr);
5279     ierr = ISGetIndices(pcis->is_B_local,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5280     for (i=0, j=0; i<n_B; i++) {
5281       if (!PetscBTLookup(bitmask,is_indices[i])) {
5282         aux_array2[j++] = i;
5283       }
5284     }
5285     ierr = ISRestoreIndices(pcis->is_B_local,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5286     ierr = ISCreateGeneral(PETSC_COMM_SELF,j,aux_array2,PETSC_OWN_POINTER,&is_aux2);CHKERRQ(ierr);
5287     ierr = VecScatterCreate(pcbddc->vec1_R,is_aux1,pcis->vec1_B,is_aux2,&pcbddc->R_to_B);CHKERRQ(ierr);
5288     ierr = ISDestroy(&is_aux1);CHKERRQ(ierr);
5289     ierr = ISDestroy(&is_aux2);CHKERRQ(ierr);
5290 
5291     if (pcbddc->switch_static || pcbddc->dbg_flag) {
5292       ierr = PetscMalloc1(n_D,&aux_array1);CHKERRQ(ierr);
5293       for (i=0, j=0; i<n_R; i++) {
5294         if (PetscBTLookup(bitmask,idx_R_local[i])) {
5295           aux_array1[j++] = i;
5296         }
5297       }
5298       ierr = ISCreateGeneral(PETSC_COMM_SELF,j,aux_array1,PETSC_OWN_POINTER,&is_aux1);CHKERRQ(ierr);
5299       ierr = VecScatterCreate(pcbddc->vec1_R,is_aux1,pcis->vec1_D,(IS)0,&pcbddc->R_to_D);CHKERRQ(ierr);
5300       ierr = ISDestroy(&is_aux1);CHKERRQ(ierr);
5301     }
5302     ierr = PetscBTDestroy(&bitmask);CHKERRQ(ierr);
5303     ierr = ISRestoreIndices(pcbddc->is_R_local,(const PetscInt**)&idx_R_local);CHKERRQ(ierr);
5304   } else {
5305     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5306     IS                 tis;
5307     PetscInt           schur_size;
5308 
5309     ierr = ISGetLocalSize(reuse_solver->is_B,&schur_size);CHKERRQ(ierr);
5310     ierr = ISCreateStride(PETSC_COMM_SELF,schur_size,n_D,1,&tis);CHKERRQ(ierr);
5311     ierr = VecScatterCreate(pcbddc->vec1_R,tis,pcis->vec1_B,reuse_solver->is_B,&pcbddc->R_to_B);CHKERRQ(ierr);
5312     ierr = ISDestroy(&tis);CHKERRQ(ierr);
5313     if (pcbddc->switch_static || pcbddc->dbg_flag) {
5314       ierr = ISCreateStride(PETSC_COMM_SELF,n_D,0,1,&tis);CHKERRQ(ierr);
5315       ierr = VecScatterCreate(pcbddc->vec1_R,tis,pcis->vec1_D,(IS)0,&pcbddc->R_to_D);CHKERRQ(ierr);
5316       ierr = ISDestroy(&tis);CHKERRQ(ierr);
5317     }
5318   }
5319   PetscFunctionReturn(0);
5320 }
5321 
5322 static PetscErrorCode MatNullSpacePropagateAny_Private(Mat A, IS is, Mat B)
5323 {
5324   MatNullSpace   NullSpace;
5325   Mat            dmat;
5326   const Vec      *nullvecs;
5327   Vec            v,v2,*nullvecs2;
5328   VecScatter     sct = NULL;
5329   PetscInt       k,nnsp_size,bsiz,bsiz2,n,N,bs;
5330   PetscBool      nnsp_has_cnst;
5331   PetscErrorCode ierr;
5332 
5333   PetscFunctionBegin;
5334   if (!is && !B) { /* MATIS */
5335     Mat_IS* matis = (Mat_IS*)A->data;
5336 
5337     if (!B) {
5338       ierr = MatISGetLocalMat(A,&B);CHKERRQ(ierr);
5339     }
5340     sct  = matis->cctx;
5341     ierr = PetscObjectReference((PetscObject)sct);CHKERRQ(ierr);
5342   } else {
5343     ierr = MatGetNullSpace(B,&NullSpace);CHKERRQ(ierr);
5344     if (!NullSpace) {
5345       ierr = MatGetNearNullSpace(B,&NullSpace);CHKERRQ(ierr);
5346     }
5347     if (NullSpace) PetscFunctionReturn(0);
5348   }
5349   ierr = MatGetNullSpace(A,&NullSpace);CHKERRQ(ierr);
5350   if (!NullSpace) {
5351     ierr = MatGetNearNullSpace(A,&NullSpace);CHKERRQ(ierr);
5352   }
5353   if (!NullSpace) PetscFunctionReturn(0);
5354 
5355   ierr = MatCreateVecs(A,&v,NULL);CHKERRQ(ierr);
5356   ierr = MatCreateVecs(B,&v2,NULL);CHKERRQ(ierr);
5357   if (!sct) {
5358     ierr = VecScatterCreate(v,is,v2,NULL,&sct);CHKERRQ(ierr);
5359   }
5360   ierr = MatNullSpaceGetVecs(NullSpace,&nnsp_has_cnst,&nnsp_size,(const Vec**)&nullvecs);CHKERRQ(ierr);
5361   bsiz = bsiz2 = nnsp_size+!!nnsp_has_cnst;
5362   ierr = PetscMalloc1(bsiz,&nullvecs2);CHKERRQ(ierr);
5363   ierr = VecGetBlockSize(v2,&bs);CHKERRQ(ierr);
5364   ierr = VecGetSize(v2,&N);CHKERRQ(ierr);
5365   ierr = VecGetLocalSize(v2,&n);CHKERRQ(ierr);
5366   ierr = MatCreateDense(PetscObjectComm((PetscObject)B),n,PETSC_DECIDE,N,bsiz,NULL,&dmat);CHKERRQ(ierr);
5367   for (k=0;k<nnsp_size;k++) {
5368     PetscScalar *arr;
5369 
5370     ierr = MatDenseGetColumn(dmat,k,&arr);CHKERRQ(ierr);
5371     ierr = VecCreateMPIWithArray(PetscObjectComm((PetscObject)B),bs,n,N,arr,&nullvecs2[k]);CHKERRQ(ierr);
5372     ierr = VecScatterBegin(sct,nullvecs[k],nullvecs2[k],INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5373     ierr = VecScatterEnd(sct,nullvecs[k],nullvecs2[k],INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5374     ierr = MatDenseRestoreColumn(dmat,&arr);CHKERRQ(ierr);
5375   }
5376   if (nnsp_has_cnst) {
5377     PetscScalar *arr;
5378 
5379     ierr = MatDenseGetColumn(dmat,nnsp_size,&arr);CHKERRQ(ierr);
5380     ierr = VecCreateMPIWithArray(PetscObjectComm((PetscObject)B),bs,n,N,arr,&nullvecs2[nnsp_size]);CHKERRQ(ierr);
5381     ierr = VecSet(nullvecs2[nnsp_size],1.0);CHKERRQ(ierr);
5382     ierr = MatDenseRestoreColumn(dmat,&arr);CHKERRQ(ierr);
5383   }
5384   ierr = PCBDDCOrthonormalizeVecs(&bsiz2,nullvecs2);CHKERRQ(ierr);
5385   ierr = MatNullSpaceCreate(PetscObjectComm((PetscObject)B),PETSC_FALSE,bsiz2,nullvecs2,&NullSpace);CHKERRQ(ierr);
5386   if (bsiz2 != bsiz) {
5387     Mat      dmat2;
5388     IS       r,c;
5389     PetscInt rst,ren;
5390 
5391     ierr = MatGetOwnershipRange(dmat,&rst,&ren);CHKERRQ(ierr);
5392     ierr = ISCreateStride(PetscObjectComm((PetscObject)B),ren-rst,rst,1,&r);CHKERRQ(ierr);
5393     ierr = ISCreateStride(PetscObjectComm((PetscObject)B),0,bsiz2,1,&c);CHKERRQ(ierr);
5394     ierr = MatCreateSubMatrix(dmat,r,c,MAT_INITIAL_MATRIX,&dmat2);CHKERRQ(ierr);
5395     ierr = MatDestroy(&dmat);CHKERRQ(ierr);
5396     ierr = ISDestroy(&r);CHKERRQ(ierr);
5397     ierr = ISDestroy(&c);CHKERRQ(ierr);
5398     dmat = dmat2;
5399   }
5400   ierr = PetscObjectCompose((PetscObject)NullSpace,"_PBDDC_Null_dmat",(PetscObject)dmat);CHKERRQ(ierr);
5401   ierr = MatDestroy(&dmat);CHKERRQ(ierr);
5402   for (k=0;k<bsiz;k++) {
5403     ierr = VecDestroy(&nullvecs2[k]);CHKERRQ(ierr);
5404   }
5405   ierr = PetscFree(nullvecs2);CHKERRQ(ierr);
5406   ierr = MatSetNearNullSpace(B,NullSpace);CHKERRQ(ierr);
5407   ierr = MatNullSpaceDestroy(&NullSpace);CHKERRQ(ierr);
5408   ierr = VecDestroy(&v);CHKERRQ(ierr);
5409   ierr = VecDestroy(&v2);CHKERRQ(ierr);
5410   ierr = VecScatterDestroy(&sct);CHKERRQ(ierr);
5411   PetscFunctionReturn(0);
5412 }
5413 
5414 PetscErrorCode PCBDDCSetUpLocalSolvers(PC pc, PetscBool dirichlet, PetscBool neumann)
5415 {
5416   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
5417   PC_IS          *pcis = (PC_IS*)pc->data;
5418   PC             pc_temp;
5419   Mat            A_RR;
5420   MatNullSpace   nnsp;
5421   MatReuse       reuse;
5422   PetscScalar    m_one = -1.0;
5423   PetscReal      value;
5424   PetscInt       n_D,n_R;
5425   PetscBool      issbaij,opts;
5426   PetscErrorCode ierr;
5427   void           (*f)(void) = 0;
5428   char           dir_prefix[256],neu_prefix[256],str_level[16];
5429   size_t         len;
5430 
5431   PetscFunctionBegin;
5432   ierr = PetscLogEventBegin(PC_BDDC_LocalSolvers[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
5433   /* approximate solver, propagate NearNullSpace if needed */
5434   if (!pc->setupcalled && (pcbddc->NullSpace_corr[0] || pcbddc->NullSpace_corr[2])) {
5435     MatNullSpace gnnsp1,gnnsp2;
5436     PetscBool    lhas,ghas;
5437 
5438     ierr = MatGetNearNullSpace(pcbddc->local_mat,&nnsp);CHKERRQ(ierr);
5439     ierr = MatGetNearNullSpace(pc->pmat,&gnnsp1);CHKERRQ(ierr);
5440     ierr = MatGetNullSpace(pc->pmat,&gnnsp2);CHKERRQ(ierr);
5441     lhas = nnsp ? PETSC_TRUE : PETSC_FALSE;
5442     ierr = MPIU_Allreduce(&lhas,&ghas,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
5443     if (!ghas && (gnnsp1 || gnnsp2)) {
5444       ierr = MatNullSpacePropagateAny_Private(pc->pmat,NULL,NULL);CHKERRQ(ierr);
5445     }
5446   }
5447 
5448   /* compute prefixes */
5449   ierr = PetscStrcpy(dir_prefix,"");CHKERRQ(ierr);
5450   ierr = PetscStrcpy(neu_prefix,"");CHKERRQ(ierr);
5451   if (!pcbddc->current_level) {
5452     ierr = PetscStrncpy(dir_prefix,((PetscObject)pc)->prefix,sizeof(dir_prefix));CHKERRQ(ierr);
5453     ierr = PetscStrncpy(neu_prefix,((PetscObject)pc)->prefix,sizeof(neu_prefix));CHKERRQ(ierr);
5454     ierr = PetscStrlcat(dir_prefix,"pc_bddc_dirichlet_",sizeof(dir_prefix));CHKERRQ(ierr);
5455     ierr = PetscStrlcat(neu_prefix,"pc_bddc_neumann_",sizeof(neu_prefix));CHKERRQ(ierr);
5456   } else {
5457     ierr = PetscSNPrintf(str_level,sizeof(str_level),"l%d_",(int)(pcbddc->current_level));CHKERRQ(ierr);
5458     ierr = PetscStrlen(((PetscObject)pc)->prefix,&len);CHKERRQ(ierr);
5459     len -= 15; /* remove "pc_bddc_coarse_" */
5460     if (pcbddc->current_level>1) len -= 3; /* remove "lX_" with X level number */
5461     if (pcbddc->current_level>10) len -= 1; /* remove another char from level number */
5462     /* Nonstandard use of PetscStrncpy() to only copy a portion of the input string */
5463     ierr = PetscStrncpy(dir_prefix,((PetscObject)pc)->prefix,len+1);CHKERRQ(ierr);
5464     ierr = PetscStrncpy(neu_prefix,((PetscObject)pc)->prefix,len+1);CHKERRQ(ierr);
5465     ierr = PetscStrlcat(dir_prefix,"pc_bddc_dirichlet_",sizeof(dir_prefix));CHKERRQ(ierr);
5466     ierr = PetscStrlcat(neu_prefix,"pc_bddc_neumann_",sizeof(neu_prefix));CHKERRQ(ierr);
5467     ierr = PetscStrlcat(dir_prefix,str_level,sizeof(dir_prefix));CHKERRQ(ierr);
5468     ierr = PetscStrlcat(neu_prefix,str_level,sizeof(neu_prefix));CHKERRQ(ierr);
5469   }
5470 
5471   /* DIRICHLET PROBLEM */
5472   if (dirichlet) {
5473     PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
5474     if (pcbddc->benign_n && !pcbddc->benign_change_explicit) {
5475       if (!sub_schurs || !sub_schurs->reuse_solver) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Not yet implemented");
5476       if (pcbddc->dbg_flag) {
5477         Mat    A_IIn;
5478 
5479         ierr = PCBDDCBenignProject(pc,pcis->is_I_local,pcis->is_I_local,&A_IIn);CHKERRQ(ierr);
5480         ierr = MatDestroy(&pcis->A_II);CHKERRQ(ierr);
5481         pcis->A_II = A_IIn;
5482       }
5483     }
5484     if (pcbddc->local_mat->symmetric_set) {
5485       ierr = MatSetOption(pcis->A_II,MAT_SYMMETRIC,pcbddc->local_mat->symmetric);CHKERRQ(ierr);
5486     }
5487     /* Matrix for Dirichlet problem is pcis->A_II */
5488     n_D  = pcis->n - pcis->n_B;
5489     opts = PETSC_FALSE;
5490     if (!pcbddc->ksp_D) { /* create object if not yet build */
5491       opts = PETSC_TRUE;
5492       ierr = KSPCreate(PETSC_COMM_SELF,&pcbddc->ksp_D);CHKERRQ(ierr);
5493       ierr = PetscObjectIncrementTabLevel((PetscObject)pcbddc->ksp_D,(PetscObject)pc,1);CHKERRQ(ierr);
5494       /* default */
5495       ierr = KSPSetType(pcbddc->ksp_D,KSPPREONLY);CHKERRQ(ierr);
5496       ierr = KSPSetOptionsPrefix(pcbddc->ksp_D,dir_prefix);CHKERRQ(ierr);
5497       ierr = PetscObjectTypeCompare((PetscObject)pcis->pA_II,MATSEQSBAIJ,&issbaij);CHKERRQ(ierr);
5498       ierr = KSPGetPC(pcbddc->ksp_D,&pc_temp);CHKERRQ(ierr);
5499       if (issbaij) {
5500         ierr = PCSetType(pc_temp,PCCHOLESKY);CHKERRQ(ierr);
5501       } else {
5502         ierr = PCSetType(pc_temp,PCLU);CHKERRQ(ierr);
5503       }
5504       ierr = KSPSetErrorIfNotConverged(pcbddc->ksp_D,pc->erroriffailure);CHKERRQ(ierr);
5505     }
5506     ierr = MatSetOptionsPrefix(pcis->pA_II,((PetscObject)pcbddc->ksp_D)->prefix);CHKERRQ(ierr);
5507     ierr = KSPSetOperators(pcbddc->ksp_D,pcis->A_II,pcis->pA_II);CHKERRQ(ierr);
5508     /* Allow user's customization */
5509     if (opts) {
5510       ierr = KSPSetFromOptions(pcbddc->ksp_D);CHKERRQ(ierr);
5511     }
5512     ierr = MatGetNearNullSpace(pcis->pA_II,&nnsp);CHKERRQ(ierr);
5513     if (pcbddc->NullSpace_corr[0] && !nnsp) { /* approximate solver, propagate NearNullSpace */
5514       ierr = MatNullSpacePropagateAny_Private(pcbddc->local_mat,pcis->is_I_local,pcis->pA_II);CHKERRQ(ierr);
5515     }
5516     ierr = MatGetNearNullSpace(pcis->pA_II,&nnsp);CHKERRQ(ierr);
5517     ierr = KSPGetPC(pcbddc->ksp_D,&pc_temp);CHKERRQ(ierr);
5518     ierr = PetscObjectQueryFunction((PetscObject)pc_temp,"PCSetCoordinates_C",&f);CHKERRQ(ierr);
5519     if (f && pcbddc->mat_graph->cloc && !nnsp) {
5520       PetscReal      *coords = pcbddc->mat_graph->coords,*scoords;
5521       const PetscInt *idxs;
5522       PetscInt       cdim = pcbddc->mat_graph->cdim,nl,i,d;
5523 
5524       ierr = ISGetLocalSize(pcis->is_I_local,&nl);CHKERRQ(ierr);
5525       ierr = ISGetIndices(pcis->is_I_local,&idxs);CHKERRQ(ierr);
5526       ierr = PetscMalloc1(nl*cdim,&scoords);CHKERRQ(ierr);
5527       for (i=0;i<nl;i++) {
5528         for (d=0;d<cdim;d++) {
5529           scoords[i*cdim+d] = coords[idxs[i]*cdim+d];
5530         }
5531       }
5532       ierr = ISRestoreIndices(pcis->is_I_local,&idxs);CHKERRQ(ierr);
5533       ierr = PCSetCoordinates(pc_temp,cdim,nl,scoords);CHKERRQ(ierr);
5534       ierr = PetscFree(scoords);CHKERRQ(ierr);
5535     }
5536     if (sub_schurs && sub_schurs->reuse_solver) {
5537       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5538 
5539       ierr = KSPSetPC(pcbddc->ksp_D,reuse_solver->interior_solver);CHKERRQ(ierr);
5540     }
5541 
5542     /* umfpack interface has a bug when matrix dimension is zero. TODO solve from umfpack interface */
5543     if (!n_D) {
5544       ierr = KSPGetPC(pcbddc->ksp_D,&pc_temp);CHKERRQ(ierr);
5545       ierr = PCSetType(pc_temp,PCNONE);CHKERRQ(ierr);
5546     }
5547     /* set ksp_D into pcis data */
5548     ierr = PetscObjectReference((PetscObject)pcbddc->ksp_D);CHKERRQ(ierr);
5549     ierr = KSPDestroy(&pcis->ksp_D);CHKERRQ(ierr);
5550     pcis->ksp_D = pcbddc->ksp_D;
5551   }
5552 
5553   /* NEUMANN PROBLEM */
5554   A_RR = 0;
5555   if (neumann) {
5556     PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
5557     PetscInt        ibs,mbs;
5558     PetscBool       issbaij, reuse_neumann_solver;
5559     Mat_IS*         matis = (Mat_IS*)pc->pmat->data;
5560 
5561     reuse_neumann_solver = PETSC_FALSE;
5562     if (sub_schurs && sub_schurs->reuse_solver) {
5563       IS iP;
5564 
5565       reuse_neumann_solver = PETSC_TRUE;
5566       ierr = PetscObjectQuery((PetscObject)sub_schurs->A,"__KSPFETIDP_iP",(PetscObject*)&iP);CHKERRQ(ierr);
5567       if (iP) reuse_neumann_solver = PETSC_FALSE;
5568     }
5569     /* Matrix for Neumann problem is A_RR -> we need to create/reuse it at this point */
5570     ierr = ISGetSize(pcbddc->is_R_local,&n_R);CHKERRQ(ierr);
5571     if (pcbddc->ksp_R) { /* already created ksp */
5572       PetscInt nn_R;
5573       ierr = KSPGetOperators(pcbddc->ksp_R,NULL,&A_RR);CHKERRQ(ierr);
5574       ierr = PetscObjectReference((PetscObject)A_RR);CHKERRQ(ierr);
5575       ierr = MatGetSize(A_RR,&nn_R,NULL);CHKERRQ(ierr);
5576       if (nn_R != n_R) { /* old ksp is not reusable, so reset it */
5577         ierr = KSPReset(pcbddc->ksp_R);CHKERRQ(ierr);
5578         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5579         reuse = MAT_INITIAL_MATRIX;
5580       } else { /* same sizes, but nonzero pattern depend on primal vertices so it can be changed */
5581         if (pcbddc->new_primal_space_local) { /* we are not sure the matrix will have the same nonzero pattern */
5582           ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5583           reuse = MAT_INITIAL_MATRIX;
5584         } else { /* safe to reuse the matrix */
5585           reuse = MAT_REUSE_MATRIX;
5586         }
5587       }
5588       /* last check */
5589       if (pc->flag == DIFFERENT_NONZERO_PATTERN) {
5590         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5591         reuse = MAT_INITIAL_MATRIX;
5592       }
5593     } else { /* first time, so we need to create the matrix */
5594       reuse = MAT_INITIAL_MATRIX;
5595     }
5596     /* convert pcbddc->local_mat if needed later in PCBDDCSetUpCorrection */
5597     ierr = MatGetBlockSize(pcbddc->local_mat,&mbs);CHKERRQ(ierr);
5598     ierr = ISGetBlockSize(pcbddc->is_R_local,&ibs);CHKERRQ(ierr);
5599     ierr = PetscObjectTypeCompare((PetscObject)pcbddc->local_mat,MATSEQSBAIJ,&issbaij);CHKERRQ(ierr);
5600     if (ibs != mbs) { /* need to convert to SEQAIJ to extract any submatrix with is_R_local */
5601       if (matis->A == pcbddc->local_mat) {
5602         ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
5603         ierr = MatConvert(matis->A,MATSEQAIJ,MAT_INITIAL_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5604       } else {
5605         ierr = MatConvert(pcbddc->local_mat,MATSEQAIJ,MAT_INPLACE_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5606       }
5607     } else if (issbaij) { /* need to convert to BAIJ to get offdiagonal blocks */
5608       if (matis->A == pcbddc->local_mat) {
5609         ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
5610         ierr = MatConvert(matis->A,MATSEQBAIJ,MAT_INITIAL_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5611       } else {
5612         ierr = MatConvert(pcbddc->local_mat,MATSEQBAIJ,MAT_INPLACE_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5613       }
5614     }
5615     /* extract A_RR */
5616     if (reuse_neumann_solver) {
5617       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5618 
5619       if (pcbddc->dbg_flag) { /* we need A_RR to test the solver later */
5620         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5621         if (reuse_solver->benign_n) { /* we are not using the explicit change of basis on the pressures */
5622           ierr = PCBDDCBenignProject(pc,pcbddc->is_R_local,pcbddc->is_R_local,&A_RR);CHKERRQ(ierr);
5623         } else {
5624           ierr = MatCreateSubMatrix(pcbddc->local_mat,pcbddc->is_R_local,pcbddc->is_R_local,MAT_INITIAL_MATRIX,&A_RR);CHKERRQ(ierr);
5625         }
5626       } else {
5627         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5628         ierr = PCGetOperators(reuse_solver->correction_solver,&A_RR,NULL);CHKERRQ(ierr);
5629         ierr = PetscObjectReference((PetscObject)A_RR);CHKERRQ(ierr);
5630       }
5631     } else { /* we have to build the neumann solver, so we need to extract the relevant matrix */
5632       ierr = MatCreateSubMatrix(pcbddc->local_mat,pcbddc->is_R_local,pcbddc->is_R_local,reuse,&A_RR);CHKERRQ(ierr);
5633     }
5634     if (pcbddc->local_mat->symmetric_set) {
5635       ierr = MatSetOption(A_RR,MAT_SYMMETRIC,pcbddc->local_mat->symmetric);CHKERRQ(ierr);
5636     }
5637     opts = PETSC_FALSE;
5638     if (!pcbddc->ksp_R) { /* create object if not present */
5639       opts = PETSC_TRUE;
5640       ierr = KSPCreate(PETSC_COMM_SELF,&pcbddc->ksp_R);CHKERRQ(ierr);
5641       ierr = PetscObjectIncrementTabLevel((PetscObject)pcbddc->ksp_R,(PetscObject)pc,1);CHKERRQ(ierr);
5642       /* default */
5643       ierr = KSPSetType(pcbddc->ksp_R,KSPPREONLY);CHKERRQ(ierr);
5644       ierr = KSPSetOptionsPrefix(pcbddc->ksp_R,neu_prefix);CHKERRQ(ierr);
5645       ierr = KSPGetPC(pcbddc->ksp_R,&pc_temp);CHKERRQ(ierr);
5646       ierr = PetscObjectTypeCompare((PetscObject)A_RR,MATSEQSBAIJ,&issbaij);CHKERRQ(ierr);
5647       if (issbaij) {
5648         ierr = PCSetType(pc_temp,PCCHOLESKY);CHKERRQ(ierr);
5649       } else {
5650         ierr = PCSetType(pc_temp,PCLU);CHKERRQ(ierr);
5651       }
5652       ierr = KSPSetErrorIfNotConverged(pcbddc->ksp_R,pc->erroriffailure);CHKERRQ(ierr);
5653     }
5654     ierr = KSPSetOperators(pcbddc->ksp_R,A_RR,A_RR);CHKERRQ(ierr);
5655     ierr = MatSetOptionsPrefix(A_RR,((PetscObject)pcbddc->ksp_R)->prefix);CHKERRQ(ierr);
5656     if (opts) { /* Allow user's customization once */
5657       ierr = KSPSetFromOptions(pcbddc->ksp_R);CHKERRQ(ierr);
5658     }
5659     ierr = MatGetNearNullSpace(A_RR,&nnsp);CHKERRQ(ierr);
5660     if (pcbddc->NullSpace_corr[2] && !nnsp) { /* approximate solver, propagate NearNullSpace */
5661       ierr = MatNullSpacePropagateAny_Private(pcbddc->local_mat,pcbddc->is_R_local,A_RR);CHKERRQ(ierr);
5662     }
5663     ierr = MatGetNearNullSpace(A_RR,&nnsp);CHKERRQ(ierr);
5664     ierr = KSPGetPC(pcbddc->ksp_R,&pc_temp);CHKERRQ(ierr);
5665     ierr = PetscObjectQueryFunction((PetscObject)pc_temp,"PCSetCoordinates_C",&f);CHKERRQ(ierr);
5666     if (f && pcbddc->mat_graph->cloc && !nnsp) {
5667       PetscReal      *coords = pcbddc->mat_graph->coords,*scoords;
5668       const PetscInt *idxs;
5669       PetscInt       cdim = pcbddc->mat_graph->cdim,nl,i,d;
5670 
5671       ierr = ISGetLocalSize(pcbddc->is_R_local,&nl);CHKERRQ(ierr);
5672       ierr = ISGetIndices(pcbddc->is_R_local,&idxs);CHKERRQ(ierr);
5673       ierr = PetscMalloc1(nl*cdim,&scoords);CHKERRQ(ierr);
5674       for (i=0;i<nl;i++) {
5675         for (d=0;d<cdim;d++) {
5676           scoords[i*cdim+d] = coords[idxs[i]*cdim+d];
5677         }
5678       }
5679       ierr = ISRestoreIndices(pcbddc->is_R_local,&idxs);CHKERRQ(ierr);
5680       ierr = PCSetCoordinates(pc_temp,cdim,nl,scoords);CHKERRQ(ierr);
5681       ierr = PetscFree(scoords);CHKERRQ(ierr);
5682     }
5683 
5684     /* umfpack interface has a bug when matrix dimension is zero. TODO solve from umfpack interface */
5685     if (!n_R) {
5686       ierr = KSPGetPC(pcbddc->ksp_R,&pc_temp);CHKERRQ(ierr);
5687       ierr = PCSetType(pc_temp,PCNONE);CHKERRQ(ierr);
5688     }
5689     /* Reuse solver if it is present */
5690     if (reuse_neumann_solver) {
5691       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5692 
5693       ierr = KSPSetPC(pcbddc->ksp_R,reuse_solver->correction_solver);CHKERRQ(ierr);
5694     }
5695   }
5696 
5697   if (pcbddc->dbg_flag) {
5698     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5699     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
5700     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
5701   }
5702   ierr = PetscLogEventEnd(PC_BDDC_LocalSolvers[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
5703 
5704   /* adapt Dirichlet and Neumann solvers if a nullspace correction has been requested */
5705   if (pcbddc->NullSpace_corr[0]) {
5706     ierr = PCBDDCSetUseExactDirichlet(pc,PETSC_FALSE);CHKERRQ(ierr);
5707   }
5708   if (dirichlet && pcbddc->NullSpace_corr[0] && !pcbddc->switch_static) {
5709     ierr = PCBDDCNullSpaceAssembleCorrection(pc,PETSC_TRUE,pcbddc->NullSpace_corr[1]);CHKERRQ(ierr);
5710   }
5711   if (neumann && pcbddc->NullSpace_corr[2]) {
5712     ierr = PCBDDCNullSpaceAssembleCorrection(pc,PETSC_FALSE,pcbddc->NullSpace_corr[3]);CHKERRQ(ierr);
5713   }
5714   /* check Dirichlet and Neumann solvers */
5715   if (pcbddc->dbg_flag) {
5716     if (dirichlet) { /* Dirichlet */
5717       ierr = VecSetRandom(pcis->vec1_D,NULL);CHKERRQ(ierr);
5718       ierr = MatMult(pcis->A_II,pcis->vec1_D,pcis->vec2_D);CHKERRQ(ierr);
5719       ierr = KSPSolve(pcbddc->ksp_D,pcis->vec2_D,pcis->vec2_D);CHKERRQ(ierr);
5720       ierr = KSPCheckSolve(pcbddc->ksp_D,pc,pcis->vec2_D);CHKERRQ(ierr);
5721       ierr = VecAXPY(pcis->vec1_D,m_one,pcis->vec2_D);CHKERRQ(ierr);
5722       ierr = VecNorm(pcis->vec1_D,NORM_INFINITY,&value);CHKERRQ(ierr);
5723       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);
5724       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5725     }
5726     if (neumann) { /* Neumann */
5727       ierr = VecSetRandom(pcbddc->vec1_R,NULL);CHKERRQ(ierr);
5728       ierr = MatMult(A_RR,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
5729       ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec2_R,pcbddc->vec2_R);CHKERRQ(ierr);
5730       ierr = KSPCheckSolve(pcbddc->ksp_R,pc,pcbddc->vec2_R);CHKERRQ(ierr);
5731       ierr = VecAXPY(pcbddc->vec1_R,m_one,pcbddc->vec2_R);CHKERRQ(ierr);
5732       ierr = VecNorm(pcbddc->vec1_R,NORM_INFINITY,&value);CHKERRQ(ierr);
5733       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);
5734       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5735     }
5736   }
5737   /* free Neumann problem's matrix */
5738   ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5739   PetscFunctionReturn(0);
5740 }
5741 
5742 static PetscErrorCode  PCBDDCSolveSubstructureCorrection(PC pc, Vec inout_B, Vec inout_D, PetscBool applytranspose)
5743 {
5744   PetscErrorCode  ierr;
5745   PC_BDDC*        pcbddc = (PC_BDDC*)(pc->data);
5746   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
5747   PetscBool       reuse_solver = sub_schurs ? ( sub_schurs->reuse_solver ? PETSC_TRUE : PETSC_FALSE ) : PETSC_FALSE;
5748 
5749   PetscFunctionBegin;
5750   if (!reuse_solver) {
5751     ierr = VecSet(pcbddc->vec1_R,0.);CHKERRQ(ierr);
5752   }
5753   if (!pcbddc->switch_static) {
5754     if (applytranspose && pcbddc->local_auxmat1) {
5755       ierr = MatMultTranspose(pcbddc->local_auxmat2,inout_B,pcbddc->vec1_C);CHKERRQ(ierr);
5756       ierr = MatMultTransposeAdd(pcbddc->local_auxmat1,pcbddc->vec1_C,inout_B,inout_B);CHKERRQ(ierr);
5757     }
5758     if (!reuse_solver) {
5759       ierr = VecScatterBegin(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5760       ierr = VecScatterEnd(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5761     } else {
5762       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5763 
5764       ierr = VecScatterBegin(reuse_solver->correction_scatter_B,inout_B,reuse_solver->rhs_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5765       ierr = VecScatterEnd(reuse_solver->correction_scatter_B,inout_B,reuse_solver->rhs_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5766     }
5767   } else {
5768     ierr = VecScatterBegin(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5769     ierr = VecScatterEnd(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5770     ierr = VecScatterBegin(pcbddc->R_to_D,inout_D,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5771     ierr = VecScatterEnd(pcbddc->R_to_D,inout_D,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5772     if (applytranspose && pcbddc->local_auxmat1) {
5773       ierr = MatMultTranspose(pcbddc->local_auxmat2,pcbddc->vec1_R,pcbddc->vec1_C);CHKERRQ(ierr);
5774       ierr = MatMultTransposeAdd(pcbddc->local_auxmat1,pcbddc->vec1_C,inout_B,inout_B);CHKERRQ(ierr);
5775       ierr = VecScatterBegin(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5776       ierr = VecScatterEnd(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5777     }
5778   }
5779   if (!reuse_solver || pcbddc->switch_static) {
5780     if (applytranspose) {
5781       ierr = KSPSolveTranspose(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec1_R);CHKERRQ(ierr);
5782     } else {
5783       ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec1_R);CHKERRQ(ierr);
5784     }
5785     ierr = KSPCheckSolve(pcbddc->ksp_R,pc,pcbddc->vec1_R);CHKERRQ(ierr);
5786   } else {
5787     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5788 
5789     if (applytranspose) {
5790       ierr = MatFactorSolveSchurComplementTranspose(reuse_solver->F,reuse_solver->rhs_B,reuse_solver->sol_B);CHKERRQ(ierr);
5791     } else {
5792       ierr = MatFactorSolveSchurComplement(reuse_solver->F,reuse_solver->rhs_B,reuse_solver->sol_B);CHKERRQ(ierr);
5793     }
5794   }
5795   ierr = VecSet(inout_B,0.);CHKERRQ(ierr);
5796   if (!pcbddc->switch_static) {
5797     if (!reuse_solver) {
5798       ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5799       ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5800     } else {
5801       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5802 
5803       ierr = VecScatterBegin(reuse_solver->correction_scatter_B,reuse_solver->sol_B,inout_B,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5804       ierr = VecScatterEnd(reuse_solver->correction_scatter_B,reuse_solver->sol_B,inout_B,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5805     }
5806     if (!applytranspose && pcbddc->local_auxmat1) {
5807       ierr = MatMult(pcbddc->local_auxmat1,inout_B,pcbddc->vec1_C);CHKERRQ(ierr);
5808       ierr = MatMultAdd(pcbddc->local_auxmat2,pcbddc->vec1_C,inout_B,inout_B);CHKERRQ(ierr);
5809     }
5810   } else {
5811     ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5812     ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5813     ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5814     ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5815     if (!applytranspose && pcbddc->local_auxmat1) {
5816       ierr = MatMult(pcbddc->local_auxmat1,inout_B,pcbddc->vec1_C);CHKERRQ(ierr);
5817       ierr = MatMultAdd(pcbddc->local_auxmat2,pcbddc->vec1_C,pcbddc->vec1_R,pcbddc->vec1_R);CHKERRQ(ierr);
5818     }
5819     ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5820     ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5821     ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5822     ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5823   }
5824   PetscFunctionReturn(0);
5825 }
5826 
5827 /* parameter apply transpose determines if the interface preconditioner should be applied transposed or not */
5828 PetscErrorCode  PCBDDCApplyInterfacePreconditioner(PC pc, PetscBool applytranspose)
5829 {
5830   PetscErrorCode ierr;
5831   PC_BDDC*        pcbddc = (PC_BDDC*)(pc->data);
5832   PC_IS*            pcis = (PC_IS*)  (pc->data);
5833   const PetscScalar zero = 0.0;
5834 
5835   PetscFunctionBegin;
5836   /* Application of PSI^T or PHI^T (depending on applytranspose, see comment above) */
5837   if (!pcbddc->benign_apply_coarse_only) {
5838     if (applytranspose) {
5839       ierr = MatMultTranspose(pcbddc->coarse_phi_B,pcis->vec1_B,pcbddc->vec1_P);CHKERRQ(ierr);
5840       if (pcbddc->switch_static) { ierr = MatMultTransposeAdd(pcbddc->coarse_phi_D,pcis->vec1_D,pcbddc->vec1_P,pcbddc->vec1_P);CHKERRQ(ierr); }
5841     } else {
5842       ierr = MatMultTranspose(pcbddc->coarse_psi_B,pcis->vec1_B,pcbddc->vec1_P);CHKERRQ(ierr);
5843       if (pcbddc->switch_static) { ierr = MatMultTransposeAdd(pcbddc->coarse_psi_D,pcis->vec1_D,pcbddc->vec1_P,pcbddc->vec1_P);CHKERRQ(ierr); }
5844     }
5845   } else {
5846     ierr = VecSet(pcbddc->vec1_P,zero);CHKERRQ(ierr);
5847   }
5848 
5849   /* add p0 to the last value of vec1_P holding the coarse dof relative to p0 */
5850   if (pcbddc->benign_n) {
5851     PetscScalar *array;
5852     PetscInt    j;
5853 
5854     ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5855     for (j=0;j<pcbddc->benign_n;j++) array[pcbddc->local_primal_size-pcbddc->benign_n+j] += pcbddc->benign_p0[j];
5856     ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5857   }
5858 
5859   /* start communications from local primal nodes to rhs of coarse solver */
5860   ierr = VecSet(pcbddc->coarse_vec,zero);CHKERRQ(ierr);
5861   ierr = PCBDDCScatterCoarseDataBegin(pc,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5862   ierr = PCBDDCScatterCoarseDataEnd(pc,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5863 
5864   /* Coarse solution -> rhs and sol updated inside PCBDDCScattarCoarseDataBegin/End */
5865   if (pcbddc->coarse_ksp) {
5866     Mat          coarse_mat;
5867     Vec          rhs,sol;
5868     MatNullSpace nullsp;
5869     PetscBool    isbddc = PETSC_FALSE;
5870 
5871     if (pcbddc->benign_have_null) {
5872       PC        coarse_pc;
5873 
5874       ierr = KSPGetPC(pcbddc->coarse_ksp,&coarse_pc);CHKERRQ(ierr);
5875       ierr = PetscObjectTypeCompare((PetscObject)coarse_pc,PCBDDC,&isbddc);CHKERRQ(ierr);
5876       /* we need to propagate to coarser levels the need for a possible benign correction */
5877       if (isbddc && pcbddc->benign_apply_coarse_only && !pcbddc->benign_skip_correction) {
5878         PC_BDDC* coarsepcbddc = (PC_BDDC*)(coarse_pc->data);
5879         coarsepcbddc->benign_skip_correction = PETSC_FALSE;
5880         coarsepcbddc->benign_apply_coarse_only = PETSC_TRUE;
5881       }
5882     }
5883     ierr = KSPGetRhs(pcbddc->coarse_ksp,&rhs);CHKERRQ(ierr);
5884     ierr = KSPGetSolution(pcbddc->coarse_ksp,&sol);CHKERRQ(ierr);
5885     ierr = KSPGetOperators(pcbddc->coarse_ksp,&coarse_mat,NULL);CHKERRQ(ierr);
5886     if (applytranspose) {
5887       if (pcbddc->benign_apply_coarse_only) SETERRQ(PetscObjectComm((PetscObject)pcbddc->coarse_ksp),PETSC_ERR_SUP,"Not yet implemented");
5888       ierr = KSPSolveTranspose(pcbddc->coarse_ksp,rhs,sol);CHKERRQ(ierr);
5889       ierr = KSPCheckSolve(pcbddc->coarse_ksp,pc,sol);CHKERRQ(ierr);
5890       ierr = MatGetTransposeNullSpace(coarse_mat,&nullsp);CHKERRQ(ierr);
5891       if (nullsp) {
5892         ierr = MatNullSpaceRemove(nullsp,sol);CHKERRQ(ierr);
5893       }
5894     } else {
5895       ierr = MatGetNullSpace(coarse_mat,&nullsp);CHKERRQ(ierr);
5896       if (pcbddc->benign_apply_coarse_only && isbddc) { /* need just to apply the coarse preconditioner during presolve */
5897         PC        coarse_pc;
5898 
5899         if (nullsp) {
5900           ierr = MatNullSpaceRemove(nullsp,rhs);CHKERRQ(ierr);
5901         }
5902         ierr = KSPGetPC(pcbddc->coarse_ksp,&coarse_pc);CHKERRQ(ierr);
5903         ierr = PCPreSolve(coarse_pc,pcbddc->coarse_ksp);CHKERRQ(ierr);
5904         ierr = PCBDDCBenignRemoveInterior(coarse_pc,rhs,sol);CHKERRQ(ierr);
5905         ierr = PCPostSolve(coarse_pc,pcbddc->coarse_ksp);CHKERRQ(ierr);
5906       } else {
5907         ierr = KSPSolve(pcbddc->coarse_ksp,rhs,sol);CHKERRQ(ierr);
5908         ierr = KSPCheckSolve(pcbddc->coarse_ksp,pc,sol);CHKERRQ(ierr);
5909         if (nullsp) {
5910           ierr = MatNullSpaceRemove(nullsp,sol);CHKERRQ(ierr);
5911         }
5912       }
5913     }
5914     /* we don't need the benign correction at coarser levels anymore */
5915     if (pcbddc->benign_have_null && isbddc) {
5916       PC        coarse_pc;
5917       PC_BDDC*  coarsepcbddc;
5918 
5919       ierr = KSPGetPC(pcbddc->coarse_ksp,&coarse_pc);CHKERRQ(ierr);
5920       coarsepcbddc = (PC_BDDC*)(coarse_pc->data);
5921       coarsepcbddc->benign_skip_correction = PETSC_TRUE;
5922       coarsepcbddc->benign_apply_coarse_only = PETSC_FALSE;
5923     }
5924   }
5925 
5926   /* Local solution on R nodes */
5927   if (pcis->n && !pcbddc->benign_apply_coarse_only) {
5928     ierr = PCBDDCSolveSubstructureCorrection(pc,pcis->vec1_B,pcis->vec1_D,applytranspose);CHKERRQ(ierr);
5929   }
5930   /* communications from coarse sol to local primal nodes */
5931   ierr = PCBDDCScatterCoarseDataBegin(pc,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5932   ierr = PCBDDCScatterCoarseDataEnd(pc,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5933 
5934   /* Sum contributions from the two levels */
5935   if (!pcbddc->benign_apply_coarse_only) {
5936     if (applytranspose) {
5937       ierr = MatMultAdd(pcbddc->coarse_psi_B,pcbddc->vec1_P,pcis->vec1_B,pcis->vec1_B);CHKERRQ(ierr);
5938       if (pcbddc->switch_static) { ierr = MatMultAdd(pcbddc->coarse_psi_D,pcbddc->vec1_P,pcis->vec1_D,pcis->vec1_D);CHKERRQ(ierr); }
5939     } else {
5940       ierr = MatMultAdd(pcbddc->coarse_phi_B,pcbddc->vec1_P,pcis->vec1_B,pcis->vec1_B);CHKERRQ(ierr);
5941       if (pcbddc->switch_static) { ierr = MatMultAdd(pcbddc->coarse_phi_D,pcbddc->vec1_P,pcis->vec1_D,pcis->vec1_D);CHKERRQ(ierr); }
5942     }
5943     /* store p0 */
5944     if (pcbddc->benign_n) {
5945       PetscScalar *array;
5946       PetscInt    j;
5947 
5948       ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5949       for (j=0;j<pcbddc->benign_n;j++) pcbddc->benign_p0[j] = array[pcbddc->local_primal_size-pcbddc->benign_n+j];
5950       ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5951     }
5952   } else { /* expand the coarse solution */
5953     if (applytranspose) {
5954       ierr = MatMult(pcbddc->coarse_psi_B,pcbddc->vec1_P,pcis->vec1_B);CHKERRQ(ierr);
5955     } else {
5956       ierr = MatMult(pcbddc->coarse_phi_B,pcbddc->vec1_P,pcis->vec1_B);CHKERRQ(ierr);
5957     }
5958   }
5959   PetscFunctionReturn(0);
5960 }
5961 
5962 PetscErrorCode PCBDDCScatterCoarseDataBegin(PC pc,InsertMode imode, ScatterMode smode)
5963 {
5964   PC_BDDC*          pcbddc = (PC_BDDC*)(pc->data);
5965   Vec               from,to;
5966   const PetscScalar *array;
5967   PetscErrorCode    ierr;
5968 
5969   PetscFunctionBegin;
5970   if (smode == SCATTER_REVERSE) { /* from global to local -> get data from coarse solution */
5971     from = pcbddc->coarse_vec;
5972     to = pcbddc->vec1_P;
5973     if (pcbddc->coarse_ksp) { /* get array from coarse processes */
5974       Vec tvec;
5975 
5976       ierr = KSPGetRhs(pcbddc->coarse_ksp,&tvec);CHKERRQ(ierr);
5977       ierr = VecResetArray(tvec);CHKERRQ(ierr);
5978       ierr = KSPGetSolution(pcbddc->coarse_ksp,&tvec);CHKERRQ(ierr);
5979       ierr = VecGetArrayRead(tvec,&array);CHKERRQ(ierr);
5980       ierr = VecPlaceArray(from,array);CHKERRQ(ierr);
5981       ierr = VecRestoreArrayRead(tvec,&array);CHKERRQ(ierr);
5982     }
5983   } else { /* from local to global -> put data in coarse right hand side */
5984     from = pcbddc->vec1_P;
5985     to = pcbddc->coarse_vec;
5986   }
5987   ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,from,to,imode,smode);CHKERRQ(ierr);
5988   PetscFunctionReturn(0);
5989 }
5990 
5991 PetscErrorCode PCBDDCScatterCoarseDataEnd(PC pc, InsertMode imode, ScatterMode smode)
5992 {
5993   PC_BDDC*          pcbddc = (PC_BDDC*)(pc->data);
5994   Vec               from,to;
5995   const PetscScalar *array;
5996   PetscErrorCode    ierr;
5997 
5998   PetscFunctionBegin;
5999   if (smode == SCATTER_REVERSE) { /* from global to local -> get data from coarse solution */
6000     from = pcbddc->coarse_vec;
6001     to = pcbddc->vec1_P;
6002   } else { /* from local to global -> put data in coarse right hand side */
6003     from = pcbddc->vec1_P;
6004     to = pcbddc->coarse_vec;
6005   }
6006   ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,from,to,imode,smode);CHKERRQ(ierr);
6007   if (smode == SCATTER_FORWARD) {
6008     if (pcbddc->coarse_ksp) { /* get array from coarse processes */
6009       Vec tvec;
6010 
6011       ierr = KSPGetRhs(pcbddc->coarse_ksp,&tvec);CHKERRQ(ierr);
6012       ierr = VecGetArrayRead(to,&array);CHKERRQ(ierr);
6013       ierr = VecPlaceArray(tvec,array);CHKERRQ(ierr);
6014       ierr = VecRestoreArrayRead(to,&array);CHKERRQ(ierr);
6015     }
6016   } else {
6017     if (pcbddc->coarse_ksp) { /* restore array of pcbddc->coarse_vec */
6018      ierr = VecResetArray(from);CHKERRQ(ierr);
6019     }
6020   }
6021   PetscFunctionReturn(0);
6022 }
6023 
6024 /* uncomment for testing purposes */
6025 /* #define PETSC_MISSING_LAPACK_GESVD 1 */
6026 PetscErrorCode PCBDDCConstraintsSetUp(PC pc)
6027 {
6028   PetscErrorCode    ierr;
6029   PC_IS*            pcis = (PC_IS*)(pc->data);
6030   PC_BDDC*          pcbddc = (PC_BDDC*)pc->data;
6031   Mat_IS*           matis = (Mat_IS*)pc->pmat->data;
6032   /* one and zero */
6033   PetscScalar       one=1.0,zero=0.0;
6034   /* space to store constraints and their local indices */
6035   PetscScalar       *constraints_data;
6036   PetscInt          *constraints_idxs,*constraints_idxs_B;
6037   PetscInt          *constraints_idxs_ptr,*constraints_data_ptr;
6038   PetscInt          *constraints_n;
6039   /* iterators */
6040   PetscInt          i,j,k,total_counts,total_counts_cc,cum;
6041   /* BLAS integers */
6042   PetscBLASInt      lwork,lierr;
6043   PetscBLASInt      Blas_N,Blas_M,Blas_K,Blas_one=1;
6044   PetscBLASInt      Blas_LDA,Blas_LDB,Blas_LDC;
6045   /* reuse */
6046   PetscInt          olocal_primal_size,olocal_primal_size_cc;
6047   PetscInt          *olocal_primal_ref_node,*olocal_primal_ref_mult;
6048   /* change of basis */
6049   PetscBool         qr_needed;
6050   PetscBT           change_basis,qr_needed_idx;
6051   /* auxiliary stuff */
6052   PetscInt          *nnz,*is_indices;
6053   PetscInt          ncc;
6054   /* some quantities */
6055   PetscInt          n_vertices,total_primal_vertices,valid_constraints;
6056   PetscInt          size_of_constraint,max_size_of_constraint=0,max_constraints,temp_constraints;
6057   PetscReal         tol; /* tolerance for retaining eigenmodes */
6058 
6059   PetscFunctionBegin;
6060   tol  = PetscSqrtReal(PETSC_SMALL);
6061   /* Destroy Mat objects computed previously */
6062   ierr = MatDestroy(&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
6063   ierr = MatDestroy(&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
6064   ierr = MatDestroy(&pcbddc->switch_static_change);CHKERRQ(ierr);
6065   /* save info on constraints from previous setup (if any) */
6066   olocal_primal_size = pcbddc->local_primal_size;
6067   olocal_primal_size_cc = pcbddc->local_primal_size_cc;
6068   ierr = PetscMalloc2(olocal_primal_size_cc,&olocal_primal_ref_node,olocal_primal_size_cc,&olocal_primal_ref_mult);CHKERRQ(ierr);
6069   ierr = PetscArraycpy(olocal_primal_ref_node,pcbddc->local_primal_ref_node,olocal_primal_size_cc);CHKERRQ(ierr);
6070   ierr = PetscArraycpy(olocal_primal_ref_mult,pcbddc->local_primal_ref_mult,olocal_primal_size_cc);CHKERRQ(ierr);
6071   ierr = PetscFree2(pcbddc->local_primal_ref_node,pcbddc->local_primal_ref_mult);CHKERRQ(ierr);
6072   ierr = PetscFree(pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
6073 
6074   if (!pcbddc->adaptive_selection) {
6075     IS           ISForVertices,*ISForFaces,*ISForEdges;
6076     MatNullSpace nearnullsp;
6077     const Vec    *nearnullvecs;
6078     Vec          *localnearnullsp;
6079     PetscScalar  *array;
6080     PetscInt     n_ISForFaces,n_ISForEdges,nnsp_size;
6081     PetscBool    nnsp_has_cnst;
6082     /* LAPACK working arrays for SVD or POD */
6083     PetscBool    skip_lapack,boolforchange;
6084     PetscScalar  *work;
6085     PetscReal    *singular_vals;
6086 #if defined(PETSC_USE_COMPLEX)
6087     PetscReal    *rwork;
6088 #endif
6089 #if defined(PETSC_MISSING_LAPACK_GESVD)
6090     PetscScalar  *temp_basis,*correlation_mat;
6091 #else
6092     PetscBLASInt dummy_int=1;
6093     PetscScalar  dummy_scalar=1.;
6094 #endif
6095 
6096     /* Get index sets for faces, edges and vertices from graph */
6097     ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,&n_ISForFaces,&ISForFaces,&n_ISForEdges,&ISForEdges,&ISForVertices);CHKERRQ(ierr);
6098     /* print some info */
6099     if (pcbddc->dbg_flag && (!pcbddc->sub_schurs || pcbddc->sub_schurs_rebuild)) {
6100       PetscInt nv;
6101 
6102       ierr = PCBDDCGraphASCIIView(pcbddc->mat_graph,pcbddc->dbg_flag,pcbddc->dbg_viewer);CHKERRQ(ierr);
6103       ierr = ISGetSize(ISForVertices,&nv);CHKERRQ(ierr);
6104       ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
6105       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"--------------------------------------------------------------\n");CHKERRQ(ierr);
6106       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate vertices (%D)\n",PetscGlobalRank,nv,pcbddc->use_vertices);CHKERRQ(ierr);
6107       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate edges    (%D)\n",PetscGlobalRank,n_ISForEdges,pcbddc->use_edges);CHKERRQ(ierr);
6108       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate faces    (%D)\n",PetscGlobalRank,n_ISForFaces,pcbddc->use_faces);CHKERRQ(ierr);
6109       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
6110       ierr = PetscViewerASCIIPopSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
6111     }
6112 
6113     /* free unneeded index sets */
6114     if (!pcbddc->use_vertices) {
6115       ierr = ISDestroy(&ISForVertices);CHKERRQ(ierr);
6116     }
6117     if (!pcbddc->use_edges) {
6118       for (i=0;i<n_ISForEdges;i++) {
6119         ierr = ISDestroy(&ISForEdges[i]);CHKERRQ(ierr);
6120       }
6121       ierr = PetscFree(ISForEdges);CHKERRQ(ierr);
6122       n_ISForEdges = 0;
6123     }
6124     if (!pcbddc->use_faces) {
6125       for (i=0;i<n_ISForFaces;i++) {
6126         ierr = ISDestroy(&ISForFaces[i]);CHKERRQ(ierr);
6127       }
6128       ierr = PetscFree(ISForFaces);CHKERRQ(ierr);
6129       n_ISForFaces = 0;
6130     }
6131 
6132     /* check if near null space is attached to global mat */
6133     if (pcbddc->use_nnsp) {
6134       ierr = MatGetNearNullSpace(pc->pmat,&nearnullsp);CHKERRQ(ierr);
6135     } else nearnullsp = NULL;
6136 
6137     if (nearnullsp) {
6138       ierr = MatNullSpaceGetVecs(nearnullsp,&nnsp_has_cnst,&nnsp_size,&nearnullvecs);CHKERRQ(ierr);
6139       /* remove any stored info */
6140       ierr = MatNullSpaceDestroy(&pcbddc->onearnullspace);CHKERRQ(ierr);
6141       ierr = PetscFree(pcbddc->onearnullvecs_state);CHKERRQ(ierr);
6142       /* store information for BDDC solver reuse */
6143       ierr = PetscObjectReference((PetscObject)nearnullsp);CHKERRQ(ierr);
6144       pcbddc->onearnullspace = nearnullsp;
6145       ierr = PetscMalloc1(nnsp_size,&pcbddc->onearnullvecs_state);CHKERRQ(ierr);
6146       for (i=0;i<nnsp_size;i++) {
6147         ierr = PetscObjectStateGet((PetscObject)nearnullvecs[i],&pcbddc->onearnullvecs_state[i]);CHKERRQ(ierr);
6148       }
6149     } else { /* if near null space is not provided BDDC uses constants by default */
6150       nnsp_size = 0;
6151       nnsp_has_cnst = PETSC_TRUE;
6152     }
6153     /* get max number of constraints on a single cc */
6154     max_constraints = nnsp_size;
6155     if (nnsp_has_cnst) max_constraints++;
6156 
6157     /*
6158          Evaluate maximum storage size needed by the procedure
6159          - Indices for connected component i stored at "constraints_idxs + constraints_idxs_ptr[i]"
6160          - Values for constraints on connected component i stored at "constraints_data + constraints_data_ptr[i]"
6161          There can be multiple constraints per connected component
6162                                                                                                                                                            */
6163     n_vertices = 0;
6164     if (ISForVertices) {
6165       ierr = ISGetSize(ISForVertices,&n_vertices);CHKERRQ(ierr);
6166     }
6167     ncc = n_vertices+n_ISForFaces+n_ISForEdges;
6168     ierr = PetscMalloc3(ncc+1,&constraints_idxs_ptr,ncc+1,&constraints_data_ptr,ncc,&constraints_n);CHKERRQ(ierr);
6169 
6170     total_counts = n_ISForFaces+n_ISForEdges;
6171     total_counts *= max_constraints;
6172     total_counts += n_vertices;
6173     ierr = PetscBTCreate(total_counts,&change_basis);CHKERRQ(ierr);
6174 
6175     total_counts = 0;
6176     max_size_of_constraint = 0;
6177     for (i=0;i<n_ISForEdges+n_ISForFaces;i++) {
6178       IS used_is;
6179       if (i<n_ISForEdges) {
6180         used_is = ISForEdges[i];
6181       } else {
6182         used_is = ISForFaces[i-n_ISForEdges];
6183       }
6184       ierr = ISGetSize(used_is,&j);CHKERRQ(ierr);
6185       total_counts += j;
6186       max_size_of_constraint = PetscMax(j,max_size_of_constraint);
6187     }
6188     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);
6189 
6190     /* get local part of global near null space vectors */
6191     ierr = PetscMalloc1(nnsp_size,&localnearnullsp);CHKERRQ(ierr);
6192     for (k=0;k<nnsp_size;k++) {
6193       ierr = VecDuplicate(pcis->vec1_N,&localnearnullsp[k]);CHKERRQ(ierr);
6194       ierr = VecScatterBegin(matis->rctx,nearnullvecs[k],localnearnullsp[k],INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6195       ierr = VecScatterEnd(matis->rctx,nearnullvecs[k],localnearnullsp[k],INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6196     }
6197 
6198     /* whether or not to skip lapack calls */
6199     skip_lapack = PETSC_TRUE;
6200     if (n_ISForFaces+n_ISForEdges && max_constraints > 1 && !pcbddc->use_nnsp_true) skip_lapack = PETSC_FALSE;
6201 
6202     /* First we issue queries to allocate optimal workspace for LAPACKgesvd (or LAPACKsyev if SVD is missing) */
6203     if (!skip_lapack) {
6204       PetscScalar temp_work;
6205 
6206 #if defined(PETSC_MISSING_LAPACK_GESVD)
6207       /* Proper Orthogonal Decomposition (POD) using the snapshot method */
6208       ierr = PetscMalloc1(max_constraints*max_constraints,&correlation_mat);CHKERRQ(ierr);
6209       ierr = PetscMalloc1(max_constraints,&singular_vals);CHKERRQ(ierr);
6210       ierr = PetscMalloc1(max_size_of_constraint*max_constraints,&temp_basis);CHKERRQ(ierr);
6211 #if defined(PETSC_USE_COMPLEX)
6212       ierr = PetscMalloc1(3*max_constraints,&rwork);CHKERRQ(ierr);
6213 #endif
6214       /* now we evaluate the optimal workspace using query with lwork=-1 */
6215       ierr = PetscBLASIntCast(max_constraints,&Blas_N);CHKERRQ(ierr);
6216       ierr = PetscBLASIntCast(max_constraints,&Blas_LDA);CHKERRQ(ierr);
6217       lwork = -1;
6218       ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6219 #if !defined(PETSC_USE_COMPLEX)
6220       PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,&temp_work,&lwork,&lierr));
6221 #else
6222       PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,&temp_work,&lwork,rwork,&lierr));
6223 #endif
6224       ierr = PetscFPTrapPop();CHKERRQ(ierr);
6225       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to SYEV Lapack routine %d",(int)lierr);
6226 #else /* on missing GESVD */
6227       /* SVD */
6228       PetscInt max_n,min_n;
6229       max_n = max_size_of_constraint;
6230       min_n = max_constraints;
6231       if (max_size_of_constraint < max_constraints) {
6232         min_n = max_size_of_constraint;
6233         max_n = max_constraints;
6234       }
6235       ierr = PetscMalloc1(min_n,&singular_vals);CHKERRQ(ierr);
6236 #if defined(PETSC_USE_COMPLEX)
6237       ierr = PetscMalloc1(5*min_n,&rwork);CHKERRQ(ierr);
6238 #endif
6239       /* now we evaluate the optimal workspace using query with lwork=-1 */
6240       lwork = -1;
6241       ierr = PetscBLASIntCast(max_n,&Blas_M);CHKERRQ(ierr);
6242       ierr = PetscBLASIntCast(min_n,&Blas_N);CHKERRQ(ierr);
6243       ierr = PetscBLASIntCast(max_n,&Blas_LDA);CHKERRQ(ierr);
6244       ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6245 #if !defined(PETSC_USE_COMPLEX)
6246       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));
6247 #else
6248       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));
6249 #endif
6250       ierr = PetscFPTrapPop();CHKERRQ(ierr);
6251       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to GESVD Lapack routine %d",(int)lierr);
6252 #endif /* on missing GESVD */
6253       /* Allocate optimal workspace */
6254       ierr = PetscBLASIntCast((PetscInt)PetscRealPart(temp_work),&lwork);CHKERRQ(ierr);
6255       ierr = PetscMalloc1(lwork,&work);CHKERRQ(ierr);
6256     }
6257     /* Now we can loop on constraining sets */
6258     total_counts = 0;
6259     constraints_idxs_ptr[0] = 0;
6260     constraints_data_ptr[0] = 0;
6261     /* vertices */
6262     if (n_vertices) {
6263       ierr = ISGetIndices(ISForVertices,(const PetscInt**)&is_indices);CHKERRQ(ierr);
6264       ierr = PetscArraycpy(constraints_idxs,is_indices,n_vertices);CHKERRQ(ierr);
6265       for (i=0;i<n_vertices;i++) {
6266         constraints_n[total_counts] = 1;
6267         constraints_data[total_counts] = 1.0;
6268         constraints_idxs_ptr[total_counts+1] = constraints_idxs_ptr[total_counts]+1;
6269         constraints_data_ptr[total_counts+1] = constraints_data_ptr[total_counts]+1;
6270         total_counts++;
6271       }
6272       ierr = ISRestoreIndices(ISForVertices,(const PetscInt**)&is_indices);CHKERRQ(ierr);
6273       n_vertices = total_counts;
6274     }
6275 
6276     /* edges and faces */
6277     total_counts_cc = total_counts;
6278     for (ncc=0;ncc<n_ISForEdges+n_ISForFaces;ncc++) {
6279       IS        used_is;
6280       PetscBool idxs_copied = PETSC_FALSE;
6281 
6282       if (ncc<n_ISForEdges) {
6283         used_is = ISForEdges[ncc];
6284         boolforchange = pcbddc->use_change_of_basis; /* change or not the basis on the edge */
6285       } else {
6286         used_is = ISForFaces[ncc-n_ISForEdges];
6287         boolforchange = (PetscBool)(pcbddc->use_change_of_basis && pcbddc->use_change_on_faces); /* change or not the basis on the face */
6288       }
6289       temp_constraints = 0;          /* zero the number of constraints I have on this conn comp */
6290 
6291       ierr = ISGetSize(used_is,&size_of_constraint);CHKERRQ(ierr);
6292       ierr = ISGetIndices(used_is,(const PetscInt**)&is_indices);CHKERRQ(ierr);
6293       /* change of basis should not be performed on local periodic nodes */
6294       if (pcbddc->mat_graph->mirrors && pcbddc->mat_graph->mirrors[is_indices[0]]) boolforchange = PETSC_FALSE;
6295       if (nnsp_has_cnst) {
6296         PetscScalar quad_value;
6297 
6298         ierr = PetscArraycpy(constraints_idxs + constraints_idxs_ptr[total_counts_cc],is_indices,size_of_constraint);CHKERRQ(ierr);
6299         idxs_copied = PETSC_TRUE;
6300 
6301         if (!pcbddc->use_nnsp_true) {
6302           quad_value = (PetscScalar)(1.0/PetscSqrtReal((PetscReal)size_of_constraint));
6303         } else {
6304           quad_value = 1.0;
6305         }
6306         for (j=0;j<size_of_constraint;j++) {
6307           constraints_data[constraints_data_ptr[total_counts_cc]+j] = quad_value;
6308         }
6309         temp_constraints++;
6310         total_counts++;
6311       }
6312       for (k=0;k<nnsp_size;k++) {
6313         PetscReal real_value;
6314         PetscScalar *ptr_to_data;
6315 
6316         ierr = VecGetArrayRead(localnearnullsp[k],(const PetscScalar**)&array);CHKERRQ(ierr);
6317         ptr_to_data = &constraints_data[constraints_data_ptr[total_counts_cc]+temp_constraints*size_of_constraint];
6318         for (j=0;j<size_of_constraint;j++) {
6319           ptr_to_data[j] = array[is_indices[j]];
6320         }
6321         ierr = VecRestoreArrayRead(localnearnullsp[k],(const PetscScalar**)&array);CHKERRQ(ierr);
6322         /* check if array is null on the connected component */
6323         ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6324         PetscStackCallBLAS("BLASasum",real_value = BLASasum_(&Blas_N,ptr_to_data,&Blas_one));
6325         if (real_value > tol*size_of_constraint) { /* keep indices and values */
6326           temp_constraints++;
6327           total_counts++;
6328           if (!idxs_copied) {
6329             ierr = PetscArraycpy(constraints_idxs + constraints_idxs_ptr[total_counts_cc],is_indices,size_of_constraint);CHKERRQ(ierr);
6330             idxs_copied = PETSC_TRUE;
6331           }
6332         }
6333       }
6334       ierr = ISRestoreIndices(used_is,(const PetscInt**)&is_indices);CHKERRQ(ierr);
6335       valid_constraints = temp_constraints;
6336       if (!pcbddc->use_nnsp_true && temp_constraints) {
6337         if (temp_constraints == 1) { /* just normalize the constraint */
6338           PetscScalar norm,*ptr_to_data;
6339 
6340           ptr_to_data = &constraints_data[constraints_data_ptr[total_counts_cc]];
6341           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6342           PetscStackCallBLAS("BLASdot",norm = BLASdot_(&Blas_N,ptr_to_data,&Blas_one,ptr_to_data,&Blas_one));
6343           norm = 1.0/PetscSqrtReal(PetscRealPart(norm));
6344           PetscStackCallBLAS("BLASscal",BLASscal_(&Blas_N,&norm,ptr_to_data,&Blas_one));
6345         } else { /* perform SVD */
6346           PetscScalar *ptr_to_data = &constraints_data[constraints_data_ptr[total_counts_cc]];
6347 
6348 #if defined(PETSC_MISSING_LAPACK_GESVD)
6349           /* SVD: Y = U*S*V^H                -> U (eigenvectors of Y*Y^H) = Y*V*(S)^\dag
6350              POD: Y^H*Y = V*D*V^H, D = S^H*S -> U = Y*V*D^(-1/2)
6351              -> When PETSC_USE_COMPLEX and PETSC_MISSING_LAPACK_GESVD are defined
6352                 the constraints basis will differ (by a complex factor with absolute value equal to 1)
6353                 from that computed using LAPACKgesvd
6354              -> This is due to a different computation of eigenvectors in LAPACKheev
6355              -> The quality of the POD-computed basis will be the same */
6356           ierr = PetscArrayzero(correlation_mat,temp_constraints*temp_constraints);CHKERRQ(ierr);
6357           /* Store upper triangular part of correlation matrix */
6358           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6359           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6360           for (j=0;j<temp_constraints;j++) {
6361             for (k=0;k<j+1;k++) {
6362               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));
6363             }
6364           }
6365           /* compute eigenvalues and eigenvectors of correlation matrix */
6366           ierr = PetscBLASIntCast(temp_constraints,&Blas_N);CHKERRQ(ierr);
6367           ierr = PetscBLASIntCast(temp_constraints,&Blas_LDA);CHKERRQ(ierr);
6368 #if !defined(PETSC_USE_COMPLEX)
6369           PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,work,&lwork,&lierr));
6370 #else
6371           PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,work,&lwork,rwork,&lierr));
6372 #endif
6373           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6374           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYEV Lapack routine %d",(int)lierr);
6375           /* retain eigenvalues greater than tol: note that LAPACKsyev gives eigs in ascending order */
6376           j = 0;
6377           while (j < temp_constraints && singular_vals[j]/singular_vals[temp_constraints-1] < tol) j++;
6378           total_counts = total_counts-j;
6379           valid_constraints = temp_constraints-j;
6380           /* scale and copy POD basis into used quadrature memory */
6381           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6382           ierr = PetscBLASIntCast(temp_constraints,&Blas_N);CHKERRQ(ierr);
6383           ierr = PetscBLASIntCast(temp_constraints,&Blas_K);CHKERRQ(ierr);
6384           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6385           ierr = PetscBLASIntCast(temp_constraints,&Blas_LDB);CHKERRQ(ierr);
6386           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDC);CHKERRQ(ierr);
6387           if (j<temp_constraints) {
6388             PetscInt ii;
6389             for (k=j;k<temp_constraints;k++) singular_vals[k] = 1.0/PetscSqrtReal(singular_vals[k]);
6390             ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6391             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));
6392             ierr = PetscFPTrapPop();CHKERRQ(ierr);
6393             for (k=0;k<temp_constraints-j;k++) {
6394               for (ii=0;ii<size_of_constraint;ii++) {
6395                 ptr_to_data[k*size_of_constraint+ii] = singular_vals[temp_constraints-1-k]*temp_basis[(temp_constraints-1-k)*size_of_constraint+ii];
6396               }
6397             }
6398           }
6399 #else  /* on missing GESVD */
6400           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6401           ierr = PetscBLASIntCast(temp_constraints,&Blas_N);CHKERRQ(ierr);
6402           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6403           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6404 #if !defined(PETSC_USE_COMPLEX)
6405           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));
6406 #else
6407           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));
6408 #endif
6409           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in GESVD Lapack routine %d",(int)lierr);
6410           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6411           /* retain eigenvalues greater than tol: note that LAPACKgesvd gives eigs in descending order */
6412           k = temp_constraints;
6413           if (k > size_of_constraint) k = size_of_constraint;
6414           j = 0;
6415           while (j < k && singular_vals[k-j-1]/singular_vals[0] < tol) j++;
6416           valid_constraints = k-j;
6417           total_counts = total_counts-temp_constraints+valid_constraints;
6418 #endif /* on missing GESVD */
6419         }
6420       }
6421       /* update pointers information */
6422       if (valid_constraints) {
6423         constraints_n[total_counts_cc] = valid_constraints;
6424         constraints_idxs_ptr[total_counts_cc+1] = constraints_idxs_ptr[total_counts_cc]+size_of_constraint;
6425         constraints_data_ptr[total_counts_cc+1] = constraints_data_ptr[total_counts_cc]+size_of_constraint*valid_constraints;
6426         /* set change_of_basis flag */
6427         if (boolforchange) {
6428           PetscBTSet(change_basis,total_counts_cc);
6429         }
6430         total_counts_cc++;
6431       }
6432     }
6433     /* free workspace */
6434     if (!skip_lapack) {
6435       ierr = PetscFree(work);CHKERRQ(ierr);
6436 #if defined(PETSC_USE_COMPLEX)
6437       ierr = PetscFree(rwork);CHKERRQ(ierr);
6438 #endif
6439       ierr = PetscFree(singular_vals);CHKERRQ(ierr);
6440 #if defined(PETSC_MISSING_LAPACK_GESVD)
6441       ierr = PetscFree(correlation_mat);CHKERRQ(ierr);
6442       ierr = PetscFree(temp_basis);CHKERRQ(ierr);
6443 #endif
6444     }
6445     for (k=0;k<nnsp_size;k++) {
6446       ierr = VecDestroy(&localnearnullsp[k]);CHKERRQ(ierr);
6447     }
6448     ierr = PetscFree(localnearnullsp);CHKERRQ(ierr);
6449     /* free index sets of faces, edges and vertices */
6450     for (i=0;i<n_ISForFaces;i++) {
6451       ierr = ISDestroy(&ISForFaces[i]);CHKERRQ(ierr);
6452     }
6453     if (n_ISForFaces) {
6454       ierr = PetscFree(ISForFaces);CHKERRQ(ierr);
6455     }
6456     for (i=0;i<n_ISForEdges;i++) {
6457       ierr = ISDestroy(&ISForEdges[i]);CHKERRQ(ierr);
6458     }
6459     if (n_ISForEdges) {
6460       ierr = PetscFree(ISForEdges);CHKERRQ(ierr);
6461     }
6462     ierr = ISDestroy(&ISForVertices);CHKERRQ(ierr);
6463   } else {
6464     PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
6465 
6466     total_counts = 0;
6467     n_vertices = 0;
6468     if (sub_schurs->is_vertices && pcbddc->use_vertices) {
6469       ierr = ISGetLocalSize(sub_schurs->is_vertices,&n_vertices);CHKERRQ(ierr);
6470     }
6471     max_constraints = 0;
6472     total_counts_cc = 0;
6473     for (i=0;i<sub_schurs->n_subs+n_vertices;i++) {
6474       total_counts += pcbddc->adaptive_constraints_n[i];
6475       if (pcbddc->adaptive_constraints_n[i]) total_counts_cc++;
6476       max_constraints = PetscMax(max_constraints,pcbddc->adaptive_constraints_n[i]);
6477     }
6478     constraints_idxs_ptr = pcbddc->adaptive_constraints_idxs_ptr;
6479     constraints_data_ptr = pcbddc->adaptive_constraints_data_ptr;
6480     constraints_idxs = pcbddc->adaptive_constraints_idxs;
6481     constraints_data = pcbddc->adaptive_constraints_data;
6482     /* constraints_n differs from pcbddc->adaptive_constraints_n */
6483     ierr = PetscMalloc1(total_counts_cc,&constraints_n);CHKERRQ(ierr);
6484     total_counts_cc = 0;
6485     for (i=0;i<sub_schurs->n_subs+n_vertices;i++) {
6486       if (pcbddc->adaptive_constraints_n[i]) {
6487         constraints_n[total_counts_cc++] = pcbddc->adaptive_constraints_n[i];
6488       }
6489     }
6490 
6491     max_size_of_constraint = 0;
6492     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]);
6493     ierr = PetscMalloc1(constraints_idxs_ptr[total_counts_cc],&constraints_idxs_B);CHKERRQ(ierr);
6494     /* Change of basis */
6495     ierr = PetscBTCreate(total_counts_cc,&change_basis);CHKERRQ(ierr);
6496     if (pcbddc->use_change_of_basis) {
6497       for (i=0;i<sub_schurs->n_subs;i++) {
6498         if (PetscBTLookup(sub_schurs->is_edge,i) || pcbddc->use_change_on_faces) {
6499           ierr = PetscBTSet(change_basis,i+n_vertices);CHKERRQ(ierr);
6500         }
6501       }
6502     }
6503   }
6504   pcbddc->local_primal_size = total_counts;
6505   ierr = PetscMalloc1(pcbddc->local_primal_size+pcbddc->benign_n,&pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
6506 
6507   /* map constraints_idxs in boundary numbering */
6508   ierr = ISGlobalToLocalMappingApply(pcis->BtoNmap,IS_GTOLM_DROP,constraints_idxs_ptr[total_counts_cc],constraints_idxs,&i,constraints_idxs_B);CHKERRQ(ierr);
6509   if (i != constraints_idxs_ptr[total_counts_cc]) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error in boundary numbering for constraints indices %D != %D",constraints_idxs_ptr[total_counts_cc],i);
6510 
6511   /* Create constraint matrix */
6512   ierr = MatCreate(PETSC_COMM_SELF,&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
6513   ierr = MatSetType(pcbddc->ConstraintMatrix,MATAIJ);CHKERRQ(ierr);
6514   ierr = MatSetSizes(pcbddc->ConstraintMatrix,pcbddc->local_primal_size,pcis->n,pcbddc->local_primal_size,pcis->n);CHKERRQ(ierr);
6515 
6516   /* find primal_dofs: subdomain corners plus dofs selected as primal after change of basis */
6517   /* determine if a QR strategy is needed for change of basis */
6518   qr_needed = pcbddc->use_qr_single;
6519   ierr = PetscBTCreate(total_counts_cc,&qr_needed_idx);CHKERRQ(ierr);
6520   total_primal_vertices=0;
6521   pcbddc->local_primal_size_cc = 0;
6522   for (i=0;i<total_counts_cc;i++) {
6523     size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
6524     if (size_of_constraint == 1 && pcbddc->mat_graph->custom_minimal_size) {
6525       pcbddc->primal_indices_local_idxs[total_primal_vertices++] = constraints_idxs[constraints_idxs_ptr[i]];
6526       pcbddc->local_primal_size_cc += 1;
6527     } else if (PetscBTLookup(change_basis,i)) {
6528       for (k=0;k<constraints_n[i];k++) {
6529         pcbddc->primal_indices_local_idxs[total_primal_vertices++] = constraints_idxs[constraints_idxs_ptr[i]+k];
6530       }
6531       pcbddc->local_primal_size_cc += constraints_n[i];
6532       if (constraints_n[i] > 1 || pcbddc->use_qr_single) {
6533         PetscBTSet(qr_needed_idx,i);
6534         qr_needed = PETSC_TRUE;
6535       }
6536     } else {
6537       pcbddc->local_primal_size_cc += 1;
6538     }
6539   }
6540   /* note that the local variable n_vertices used below stores the number of pointwise constraints */
6541   pcbddc->n_vertices = total_primal_vertices;
6542   /* permute indices in order to have a sorted set of vertices */
6543   ierr = PetscSortInt(total_primal_vertices,pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
6544   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);
6545   ierr = PetscArraycpy(pcbddc->local_primal_ref_node,pcbddc->primal_indices_local_idxs,total_primal_vertices);CHKERRQ(ierr);
6546   for (i=0;i<total_primal_vertices;i++) pcbddc->local_primal_ref_mult[i] = 1;
6547 
6548   /* nonzero structure of constraint matrix */
6549   /* and get reference dof for local constraints */
6550   ierr = PetscMalloc1(pcbddc->local_primal_size,&nnz);CHKERRQ(ierr);
6551   for (i=0;i<total_primal_vertices;i++) nnz[i] = 1;
6552 
6553   j = total_primal_vertices;
6554   total_counts = total_primal_vertices;
6555   cum = total_primal_vertices;
6556   for (i=n_vertices;i<total_counts_cc;i++) {
6557     if (!PetscBTLookup(change_basis,i)) {
6558       pcbddc->local_primal_ref_node[cum] = constraints_idxs[constraints_idxs_ptr[i]];
6559       pcbddc->local_primal_ref_mult[cum] = constraints_n[i];
6560       cum++;
6561       size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
6562       for (k=0;k<constraints_n[i];k++) {
6563         pcbddc->primal_indices_local_idxs[total_counts++] = constraints_idxs[constraints_idxs_ptr[i]+k];
6564         nnz[j+k] = size_of_constraint;
6565       }
6566       j += constraints_n[i];
6567     }
6568   }
6569   ierr = MatSeqAIJSetPreallocation(pcbddc->ConstraintMatrix,0,nnz);CHKERRQ(ierr);
6570   ierr = MatSetOption(pcbddc->ConstraintMatrix,MAT_NEW_NONZERO_ALLOCATION_ERR,PETSC_TRUE);CHKERRQ(ierr);
6571   ierr = PetscFree(nnz);CHKERRQ(ierr);
6572 
6573   /* set values in constraint matrix */
6574   for (i=0;i<total_primal_vertices;i++) {
6575     ierr = MatSetValue(pcbddc->ConstraintMatrix,i,pcbddc->local_primal_ref_node[i],1.0,INSERT_VALUES);CHKERRQ(ierr);
6576   }
6577   total_counts = total_primal_vertices;
6578   for (i=n_vertices;i<total_counts_cc;i++) {
6579     if (!PetscBTLookup(change_basis,i)) {
6580       PetscInt *cols;
6581 
6582       size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
6583       cols = constraints_idxs+constraints_idxs_ptr[i];
6584       for (k=0;k<constraints_n[i];k++) {
6585         PetscInt    row = total_counts+k;
6586         PetscScalar *vals;
6587 
6588         vals = constraints_data+constraints_data_ptr[i]+k*size_of_constraint;
6589         ierr = MatSetValues(pcbddc->ConstraintMatrix,1,&row,size_of_constraint,cols,vals,INSERT_VALUES);CHKERRQ(ierr);
6590       }
6591       total_counts += constraints_n[i];
6592     }
6593   }
6594   /* assembling */
6595   ierr = MatAssemblyBegin(pcbddc->ConstraintMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6596   ierr = MatAssemblyEnd(pcbddc->ConstraintMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6597   ierr = MatViewFromOptions(pcbddc->ConstraintMatrix,(PetscObject)pc,"-pc_bddc_constraint_mat_view");CHKERRQ(ierr);
6598 
6599   /* Create matrix for change of basis. We don't need it in case pcbddc->use_change_of_basis is FALSE */
6600   if (pcbddc->use_change_of_basis) {
6601     /* dual and primal dofs on a single cc */
6602     PetscInt     dual_dofs,primal_dofs;
6603     /* working stuff for GEQRF */
6604     PetscScalar  *qr_basis = NULL,*qr_tau = NULL,*qr_work = NULL,lqr_work_t;
6605     PetscBLASInt lqr_work;
6606     /* working stuff for UNGQR */
6607     PetscScalar  *gqr_work = NULL,lgqr_work_t;
6608     PetscBLASInt lgqr_work;
6609     /* working stuff for TRTRS */
6610     PetscScalar  *trs_rhs = NULL;
6611     PetscBLASInt Blas_NRHS;
6612     /* pointers for values insertion into change of basis matrix */
6613     PetscInt     *start_rows,*start_cols;
6614     PetscScalar  *start_vals;
6615     /* working stuff for values insertion */
6616     PetscBT      is_primal;
6617     PetscInt     *aux_primal_numbering_B;
6618     /* matrix sizes */
6619     PetscInt     global_size,local_size;
6620     /* temporary change of basis */
6621     Mat          localChangeOfBasisMatrix;
6622     /* extra space for debugging */
6623     PetscScalar  *dbg_work = NULL;
6624 
6625     /* local temporary change of basis acts on local interfaces -> dimension is n_B x n_B */
6626     ierr = MatCreate(PETSC_COMM_SELF,&localChangeOfBasisMatrix);CHKERRQ(ierr);
6627     ierr = MatSetType(localChangeOfBasisMatrix,MATAIJ);CHKERRQ(ierr);
6628     ierr = MatSetSizes(localChangeOfBasisMatrix,pcis->n,pcis->n,pcis->n,pcis->n);CHKERRQ(ierr);
6629     /* nonzeros for local mat */
6630     ierr = PetscMalloc1(pcis->n,&nnz);CHKERRQ(ierr);
6631     if (!pcbddc->benign_change || pcbddc->fake_change) {
6632       for (i=0;i<pcis->n;i++) nnz[i]=1;
6633     } else {
6634       const PetscInt *ii;
6635       PetscInt       n;
6636       PetscBool      flg_row;
6637       ierr = MatGetRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,NULL,&flg_row);CHKERRQ(ierr);
6638       for (i=0;i<n;i++) nnz[i] = ii[i+1]-ii[i];
6639       ierr = MatRestoreRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,NULL,&flg_row);CHKERRQ(ierr);
6640     }
6641     for (i=n_vertices;i<total_counts_cc;i++) {
6642       if (PetscBTLookup(change_basis,i)) {
6643         size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
6644         if (PetscBTLookup(qr_needed_idx,i)) {
6645           for (j=0;j<size_of_constraint;j++) nnz[constraints_idxs[constraints_idxs_ptr[i]+j]] = size_of_constraint;
6646         } else {
6647           nnz[constraints_idxs[constraints_idxs_ptr[i]]] = size_of_constraint;
6648           for (j=1;j<size_of_constraint;j++) nnz[constraints_idxs[constraints_idxs_ptr[i]+j]] = 2;
6649         }
6650       }
6651     }
6652     ierr = MatSeqAIJSetPreallocation(localChangeOfBasisMatrix,0,nnz);CHKERRQ(ierr);
6653     ierr = MatSetOption(localChangeOfBasisMatrix,MAT_NEW_NONZERO_ALLOCATION_ERR,PETSC_TRUE);CHKERRQ(ierr);
6654     ierr = PetscFree(nnz);CHKERRQ(ierr);
6655     /* Set interior change in the matrix */
6656     if (!pcbddc->benign_change || pcbddc->fake_change) {
6657       for (i=0;i<pcis->n;i++) {
6658         ierr = MatSetValue(localChangeOfBasisMatrix,i,i,1.0,INSERT_VALUES);CHKERRQ(ierr);
6659       }
6660     } else {
6661       const PetscInt *ii,*jj;
6662       PetscScalar    *aa;
6663       PetscInt       n;
6664       PetscBool      flg_row;
6665       ierr = MatGetRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&jj,&flg_row);CHKERRQ(ierr);
6666       ierr = MatSeqAIJGetArray(pcbddc->benign_change,&aa);CHKERRQ(ierr);
6667       for (i=0;i<n;i++) {
6668         ierr = MatSetValues(localChangeOfBasisMatrix,1,&i,ii[i+1]-ii[i],jj+ii[i],aa+ii[i],INSERT_VALUES);CHKERRQ(ierr);
6669       }
6670       ierr = MatSeqAIJRestoreArray(pcbddc->benign_change,&aa);CHKERRQ(ierr);
6671       ierr = MatRestoreRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&jj,&flg_row);CHKERRQ(ierr);
6672     }
6673 
6674     if (pcbddc->dbg_flag) {
6675       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"--------------------------------------------------------------\n");CHKERRQ(ierr);
6676       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Checking change of basis computation for subdomain %04d\n",PetscGlobalRank);CHKERRQ(ierr);
6677     }
6678 
6679 
6680     /* Now we loop on the constraints which need a change of basis */
6681     /*
6682        Change of basis matrix is evaluated similarly to the FIRST APPROACH in
6683        Klawonn and Widlund, Dual-primal FETI-DP methods for linear elasticity, (see Sect 6.2.1)
6684 
6685        Basic blocks of change of basis matrix T computed by
6686 
6687           - Using the following block transformation if there is only a primal dof on the cc (and -pc_bddc_use_qr_single is not specified)
6688 
6689             | 1        0   ...        0         s_1/S |
6690             | 0        1   ...        0         s_2/S |
6691             |              ...                        |
6692             | 0        ...            1     s_{n-1}/S |
6693             | -s_1/s_n ...    -s_{n-1}/s_n      s_n/S |
6694 
6695             with S = \sum_{i=1}^n s_i^2
6696             NOTE: in the above example, the primal dof is the last one of the edge in LOCAL ordering
6697                   in the current implementation, the primal dof is the first one of the edge in GLOBAL ordering
6698 
6699           - QR decomposition of constraints otherwise
6700     */
6701     if (qr_needed && max_size_of_constraint) {
6702       /* space to store Q */
6703       ierr = PetscMalloc1(max_size_of_constraint*max_size_of_constraint,&qr_basis);CHKERRQ(ierr);
6704       /* array to store scaling factors for reflectors */
6705       ierr = PetscMalloc1(max_constraints,&qr_tau);CHKERRQ(ierr);
6706       /* first we issue queries for optimal work */
6707       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_M);CHKERRQ(ierr);
6708       ierr = PetscBLASIntCast(max_constraints,&Blas_N);CHKERRQ(ierr);
6709       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6710       lqr_work = -1;
6711       PetscStackCallBLAS("LAPACKgeqrf",LAPACKgeqrf_(&Blas_M,&Blas_N,qr_basis,&Blas_LDA,qr_tau,&lqr_work_t,&lqr_work,&lierr));
6712       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to GEQRF Lapack routine %d",(int)lierr);
6713       ierr = PetscBLASIntCast((PetscInt)PetscRealPart(lqr_work_t),&lqr_work);CHKERRQ(ierr);
6714       ierr = PetscMalloc1((PetscInt)PetscRealPart(lqr_work_t),&qr_work);CHKERRQ(ierr);
6715       lgqr_work = -1;
6716       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_M);CHKERRQ(ierr);
6717       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_N);CHKERRQ(ierr);
6718       ierr = PetscBLASIntCast(max_constraints,&Blas_K);CHKERRQ(ierr);
6719       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6720       if (Blas_K>Blas_M) Blas_K=Blas_M; /* adjust just for computing optimal work */
6721       PetscStackCallBLAS("LAPACKorgqr",LAPACKorgqr_(&Blas_M,&Blas_N,&Blas_K,qr_basis,&Blas_LDA,qr_tau,&lgqr_work_t,&lgqr_work,&lierr));
6722       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to ORGQR/UNGQR Lapack routine %d",(int)lierr);
6723       ierr = PetscBLASIntCast((PetscInt)PetscRealPart(lgqr_work_t),&lgqr_work);CHKERRQ(ierr);
6724       ierr = PetscMalloc1((PetscInt)PetscRealPart(lgqr_work_t),&gqr_work);CHKERRQ(ierr);
6725       /* array to store rhs and solution of triangular solver */
6726       ierr = PetscMalloc1(max_constraints*max_constraints,&trs_rhs);CHKERRQ(ierr);
6727       /* allocating workspace for check */
6728       if (pcbddc->dbg_flag) {
6729         ierr = PetscMalloc1(max_size_of_constraint*(max_constraints+max_size_of_constraint),&dbg_work);CHKERRQ(ierr);
6730       }
6731     }
6732     /* array to store whether a node is primal or not */
6733     ierr = PetscBTCreate(pcis->n_B,&is_primal);CHKERRQ(ierr);
6734     ierr = PetscMalloc1(total_primal_vertices,&aux_primal_numbering_B);CHKERRQ(ierr);
6735     ierr = ISGlobalToLocalMappingApply(pcis->BtoNmap,IS_GTOLM_DROP,total_primal_vertices,pcbddc->local_primal_ref_node,&i,aux_primal_numbering_B);CHKERRQ(ierr);
6736     if (i != total_primal_vertices) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error in boundary numbering for BDDC vertices! %D != %D",total_primal_vertices,i);
6737     for (i=0;i<total_primal_vertices;i++) {
6738       ierr = PetscBTSet(is_primal,aux_primal_numbering_B[i]);CHKERRQ(ierr);
6739     }
6740     ierr = PetscFree(aux_primal_numbering_B);CHKERRQ(ierr);
6741 
6742     /* loop on constraints and see whether or not they need a change of basis and compute it */
6743     for (total_counts=n_vertices;total_counts<total_counts_cc;total_counts++) {
6744       size_of_constraint = constraints_idxs_ptr[total_counts+1]-constraints_idxs_ptr[total_counts];
6745       if (PetscBTLookup(change_basis,total_counts)) {
6746         /* get constraint info */
6747         primal_dofs = constraints_n[total_counts];
6748         dual_dofs = size_of_constraint-primal_dofs;
6749 
6750         if (pcbddc->dbg_flag) {
6751           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);
6752         }
6753 
6754         if (PetscBTLookup(qr_needed_idx,total_counts)) { /* QR */
6755 
6756           /* copy quadrature constraints for change of basis check */
6757           if (pcbddc->dbg_flag) {
6758             ierr = PetscArraycpy(dbg_work,&constraints_data[constraints_data_ptr[total_counts]],size_of_constraint*primal_dofs);CHKERRQ(ierr);
6759           }
6760           /* copy temporary constraints into larger work vector (in order to store all columns of Q) */
6761           ierr = PetscArraycpy(qr_basis,&constraints_data[constraints_data_ptr[total_counts]],size_of_constraint*primal_dofs);CHKERRQ(ierr);
6762 
6763           /* compute QR decomposition of constraints */
6764           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6765           ierr = PetscBLASIntCast(primal_dofs,&Blas_N);CHKERRQ(ierr);
6766           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6767           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6768           PetscStackCallBLAS("LAPACKgeqrf",LAPACKgeqrf_(&Blas_M,&Blas_N,qr_basis,&Blas_LDA,qr_tau,qr_work,&lqr_work,&lierr));
6769           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in GEQRF Lapack routine %d",(int)lierr);
6770           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6771 
6772           /* explictly compute R^-T */
6773           ierr = PetscArrayzero(trs_rhs,primal_dofs*primal_dofs);CHKERRQ(ierr);
6774           for (j=0;j<primal_dofs;j++) trs_rhs[j*(primal_dofs+1)] = 1.0;
6775           ierr = PetscBLASIntCast(primal_dofs,&Blas_N);CHKERRQ(ierr);
6776           ierr = PetscBLASIntCast(primal_dofs,&Blas_NRHS);CHKERRQ(ierr);
6777           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6778           ierr = PetscBLASIntCast(primal_dofs,&Blas_LDB);CHKERRQ(ierr);
6779           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6780           PetscStackCallBLAS("LAPACKtrtrs",LAPACKtrtrs_("U","T","N",&Blas_N,&Blas_NRHS,qr_basis,&Blas_LDA,trs_rhs,&Blas_LDB,&lierr));
6781           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in TRTRS Lapack routine %d",(int)lierr);
6782           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6783 
6784           /* explicitly compute all columns of Q (Q = [Q1 | Q2] ) overwriting QR factorization in qr_basis */
6785           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6786           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6787           ierr = PetscBLASIntCast(primal_dofs,&Blas_K);CHKERRQ(ierr);
6788           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6789           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6790           PetscStackCallBLAS("LAPACKorgqr",LAPACKorgqr_(&Blas_M,&Blas_N,&Blas_K,qr_basis,&Blas_LDA,qr_tau,gqr_work,&lgqr_work,&lierr));
6791           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in ORGQR/UNGQR Lapack routine %d",(int)lierr);
6792           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6793 
6794           /* first primal_dofs columns of Q need to be re-scaled in order to be unitary w.r.t constraints
6795              i.e. C_{pxn}*Q_{nxn} should be equal to [I_pxp | 0_pxd] (see check below)
6796              where n=size_of_constraint, p=primal_dofs, d=dual_dofs (n=p+d), I and 0 identity and null matrix resp. */
6797           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6798           ierr = PetscBLASIntCast(primal_dofs,&Blas_N);CHKERRQ(ierr);
6799           ierr = PetscBLASIntCast(primal_dofs,&Blas_K);CHKERRQ(ierr);
6800           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6801           ierr = PetscBLASIntCast(primal_dofs,&Blas_LDB);CHKERRQ(ierr);
6802           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDC);CHKERRQ(ierr);
6803           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6804           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));
6805           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6806           ierr = PetscArraycpy(qr_basis,&constraints_data[constraints_data_ptr[total_counts]],size_of_constraint*primal_dofs);CHKERRQ(ierr);
6807 
6808           /* insert values in change of basis matrix respecting global ordering of new primal dofs */
6809           start_rows = &constraints_idxs[constraints_idxs_ptr[total_counts]];
6810           /* insert cols for primal dofs */
6811           for (j=0;j<primal_dofs;j++) {
6812             start_vals = &qr_basis[j*size_of_constraint];
6813             start_cols = &constraints_idxs[constraints_idxs_ptr[total_counts]+j];
6814             ierr = MatSetValues(localChangeOfBasisMatrix,size_of_constraint,start_rows,1,start_cols,start_vals,INSERT_VALUES);CHKERRQ(ierr);
6815           }
6816           /* insert cols for dual dofs */
6817           for (j=0,k=0;j<dual_dofs;k++) {
6818             if (!PetscBTLookup(is_primal,constraints_idxs_B[constraints_idxs_ptr[total_counts]+k])) {
6819               start_vals = &qr_basis[(primal_dofs+j)*size_of_constraint];
6820               start_cols = &constraints_idxs[constraints_idxs_ptr[total_counts]+k];
6821               ierr = MatSetValues(localChangeOfBasisMatrix,size_of_constraint,start_rows,1,start_cols,start_vals,INSERT_VALUES);CHKERRQ(ierr);
6822               j++;
6823             }
6824           }
6825 
6826           /* check change of basis */
6827           if (pcbddc->dbg_flag) {
6828             PetscInt   ii,jj;
6829             PetscBool valid_qr=PETSC_TRUE;
6830             ierr = PetscBLASIntCast(primal_dofs,&Blas_M);CHKERRQ(ierr);
6831             ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6832             ierr = PetscBLASIntCast(size_of_constraint,&Blas_K);CHKERRQ(ierr);
6833             ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6834             ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDB);CHKERRQ(ierr);
6835             ierr = PetscBLASIntCast(primal_dofs,&Blas_LDC);CHKERRQ(ierr);
6836             ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6837             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));
6838             ierr = PetscFPTrapPop();CHKERRQ(ierr);
6839             for (jj=0;jj<size_of_constraint;jj++) {
6840               for (ii=0;ii<primal_dofs;ii++) {
6841                 if (ii != jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]) > 1.e-12) valid_qr = PETSC_FALSE;
6842                 if (ii == jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]-(PetscReal)1) > 1.e-12) valid_qr = PETSC_FALSE;
6843               }
6844             }
6845             if (!valid_qr) {
6846               ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"\t-> wrong change of basis!\n");CHKERRQ(ierr);
6847               for (jj=0;jj<size_of_constraint;jj++) {
6848                 for (ii=0;ii<primal_dofs;ii++) {
6849                   if (ii != jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]) > 1.e-12) {
6850                     ierr = 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]));CHKERRQ(ierr);
6851                   }
6852                   if (ii == jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]-(PetscReal)1) > 1.e-12) {
6853                     ierr = 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]));CHKERRQ(ierr);
6854                   }
6855                 }
6856               }
6857             } else {
6858               ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"\t-> right change of basis!\n");CHKERRQ(ierr);
6859             }
6860           }
6861         } else { /* simple transformation block */
6862           PetscInt    row,col;
6863           PetscScalar val,norm;
6864 
6865           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6866           PetscStackCallBLAS("BLASdot",norm = BLASdot_(&Blas_N,constraints_data+constraints_data_ptr[total_counts],&Blas_one,constraints_data+constraints_data_ptr[total_counts],&Blas_one));
6867           for (j=0;j<size_of_constraint;j++) {
6868             PetscInt row_B = constraints_idxs_B[constraints_idxs_ptr[total_counts]+j];
6869             row = constraints_idxs[constraints_idxs_ptr[total_counts]+j];
6870             if (!PetscBTLookup(is_primal,row_B)) {
6871               col = constraints_idxs[constraints_idxs_ptr[total_counts]];
6872               ierr = MatSetValue(localChangeOfBasisMatrix,row,row,1.0,INSERT_VALUES);CHKERRQ(ierr);
6873               ierr = MatSetValue(localChangeOfBasisMatrix,row,col,constraints_data[constraints_data_ptr[total_counts]+j]/norm,INSERT_VALUES);CHKERRQ(ierr);
6874             } else {
6875               for (k=0;k<size_of_constraint;k++) {
6876                 col = constraints_idxs[constraints_idxs_ptr[total_counts]+k];
6877                 if (row != col) {
6878                   val = -constraints_data[constraints_data_ptr[total_counts]+k]/constraints_data[constraints_data_ptr[total_counts]];
6879                 } else {
6880                   val = constraints_data[constraints_data_ptr[total_counts]]/norm;
6881                 }
6882                 ierr = MatSetValue(localChangeOfBasisMatrix,row,col,val,INSERT_VALUES);CHKERRQ(ierr);
6883               }
6884             }
6885           }
6886           if (pcbddc->dbg_flag) {
6887             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"\t-> using standard change of basis\n");CHKERRQ(ierr);
6888           }
6889         }
6890       } else {
6891         if (pcbddc->dbg_flag) {
6892           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Constraint %D does not need a change of basis (size %D)\n",total_counts,size_of_constraint);CHKERRQ(ierr);
6893         }
6894       }
6895     }
6896 
6897     /* free workspace */
6898     if (qr_needed) {
6899       if (pcbddc->dbg_flag) {
6900         ierr = PetscFree(dbg_work);CHKERRQ(ierr);
6901       }
6902       ierr = PetscFree(trs_rhs);CHKERRQ(ierr);
6903       ierr = PetscFree(qr_tau);CHKERRQ(ierr);
6904       ierr = PetscFree(qr_work);CHKERRQ(ierr);
6905       ierr = PetscFree(gqr_work);CHKERRQ(ierr);
6906       ierr = PetscFree(qr_basis);CHKERRQ(ierr);
6907     }
6908     ierr = PetscBTDestroy(&is_primal);CHKERRQ(ierr);
6909     ierr = MatAssemblyBegin(localChangeOfBasisMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6910     ierr = MatAssemblyEnd(localChangeOfBasisMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6911 
6912     /* assembling of global change of variable */
6913     if (!pcbddc->fake_change) {
6914       Mat      tmat;
6915       PetscInt bs;
6916 
6917       ierr = VecGetSize(pcis->vec1_global,&global_size);CHKERRQ(ierr);
6918       ierr = VecGetLocalSize(pcis->vec1_global,&local_size);CHKERRQ(ierr);
6919       ierr = MatDuplicate(pc->pmat,MAT_DO_NOT_COPY_VALUES,&tmat);CHKERRQ(ierr);
6920       ierr = MatISSetLocalMat(tmat,localChangeOfBasisMatrix);CHKERRQ(ierr);
6921       ierr = MatAssemblyBegin(tmat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6922       ierr = MatAssemblyEnd(tmat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6923       ierr = MatCreate(PetscObjectComm((PetscObject)pc),&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
6924       ierr = MatSetType(pcbddc->ChangeOfBasisMatrix,MATAIJ);CHKERRQ(ierr);
6925       ierr = MatGetBlockSize(pc->pmat,&bs);CHKERRQ(ierr);
6926       ierr = MatSetBlockSize(pcbddc->ChangeOfBasisMatrix,bs);CHKERRQ(ierr);
6927       ierr = MatSetSizes(pcbddc->ChangeOfBasisMatrix,local_size,local_size,global_size,global_size);CHKERRQ(ierr);
6928       ierr = MatISSetMPIXAIJPreallocation_Private(tmat,pcbddc->ChangeOfBasisMatrix,PETSC_TRUE);CHKERRQ(ierr);
6929       ierr = MatConvert(tmat,MATAIJ,MAT_REUSE_MATRIX,&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
6930       ierr = MatDestroy(&tmat);CHKERRQ(ierr);
6931       ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
6932       ierr = VecSet(pcis->vec1_N,1.0);CHKERRQ(ierr);
6933       ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6934       ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6935       ierr = VecReciprocal(pcis->vec1_global);CHKERRQ(ierr);
6936       ierr = MatDiagonalScale(pcbddc->ChangeOfBasisMatrix,pcis->vec1_global,NULL);CHKERRQ(ierr);
6937 
6938       /* check */
6939       if (pcbddc->dbg_flag) {
6940         PetscReal error;
6941         Vec       x,x_change;
6942 
6943         ierr = VecDuplicate(pcis->vec1_global,&x);CHKERRQ(ierr);
6944         ierr = VecDuplicate(pcis->vec1_global,&x_change);CHKERRQ(ierr);
6945         ierr = VecSetRandom(x,NULL);CHKERRQ(ierr);
6946         ierr = VecCopy(x,pcis->vec1_global);CHKERRQ(ierr);
6947         ierr = VecScatterBegin(matis->rctx,x,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6948         ierr = VecScatterEnd(matis->rctx,x,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6949         ierr = MatMult(localChangeOfBasisMatrix,pcis->vec1_N,pcis->vec2_N);CHKERRQ(ierr);
6950         ierr = VecScatterBegin(matis->rctx,pcis->vec2_N,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6951         ierr = VecScatterEnd(matis->rctx,pcis->vec2_N,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6952         ierr = MatMult(pcbddc->ChangeOfBasisMatrix,pcis->vec1_global,x_change);CHKERRQ(ierr);
6953         ierr = VecAXPY(x,-1.0,x_change);CHKERRQ(ierr);
6954         ierr = VecNorm(x,NORM_INFINITY,&error);CHKERRQ(ierr);
6955         if (error > PETSC_SMALL) {
6956           SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"Error global vs local change on N: %1.6e",error);
6957         }
6958         ierr = VecDestroy(&x);CHKERRQ(ierr);
6959         ierr = VecDestroy(&x_change);CHKERRQ(ierr);
6960       }
6961       /* adapt sub_schurs computed (if any) */
6962       if (pcbddc->use_deluxe_scaling) {
6963         PCBDDCSubSchurs sub_schurs=pcbddc->sub_schurs;
6964 
6965         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");
6966         if (sub_schurs && sub_schurs->S_Ej_all) {
6967           Mat                    S_new,tmat;
6968           IS                     is_all_N,is_V_Sall = NULL;
6969 
6970           ierr = ISLocalToGlobalMappingApplyIS(pcis->BtoNmap,sub_schurs->is_Ej_all,&is_all_N);CHKERRQ(ierr);
6971           ierr = MatCreateSubMatrix(localChangeOfBasisMatrix,is_all_N,is_all_N,MAT_INITIAL_MATRIX,&tmat);CHKERRQ(ierr);
6972           if (pcbddc->deluxe_zerorows) {
6973             ISLocalToGlobalMapping NtoSall;
6974             IS                     is_V;
6975             ierr = ISCreateGeneral(PETSC_COMM_SELF,pcbddc->n_vertices,pcbddc->local_primal_ref_node,PETSC_COPY_VALUES,&is_V);CHKERRQ(ierr);
6976             ierr = ISLocalToGlobalMappingCreateIS(is_all_N,&NtoSall);CHKERRQ(ierr);
6977             ierr = ISGlobalToLocalMappingApplyIS(NtoSall,IS_GTOLM_DROP,is_V,&is_V_Sall);CHKERRQ(ierr);
6978             ierr = ISLocalToGlobalMappingDestroy(&NtoSall);CHKERRQ(ierr);
6979             ierr = ISDestroy(&is_V);CHKERRQ(ierr);
6980           }
6981           ierr = ISDestroy(&is_all_N);CHKERRQ(ierr);
6982           ierr = MatPtAP(sub_schurs->S_Ej_all,tmat,MAT_INITIAL_MATRIX,1.0,&S_new);CHKERRQ(ierr);
6983           ierr = MatDestroy(&sub_schurs->S_Ej_all);CHKERRQ(ierr);
6984           ierr = PetscObjectReference((PetscObject)S_new);CHKERRQ(ierr);
6985           if (pcbddc->deluxe_zerorows) {
6986             const PetscScalar *array;
6987             const PetscInt    *idxs_V,*idxs_all;
6988             PetscInt          i,n_V;
6989 
6990             ierr = MatZeroRowsColumnsIS(S_new,is_V_Sall,1.,NULL,NULL);CHKERRQ(ierr);
6991             ierr = ISGetLocalSize(is_V_Sall,&n_V);CHKERRQ(ierr);
6992             ierr = ISGetIndices(is_V_Sall,&idxs_V);CHKERRQ(ierr);
6993             ierr = ISGetIndices(sub_schurs->is_Ej_all,&idxs_all);CHKERRQ(ierr);
6994             ierr = VecGetArrayRead(pcis->D,&array);CHKERRQ(ierr);
6995             for (i=0;i<n_V;i++) {
6996               PetscScalar val;
6997               PetscInt    idx;
6998 
6999               idx = idxs_V[i];
7000               val = array[idxs_all[idxs_V[i]]];
7001               ierr = MatSetValue(S_new,idx,idx,val,INSERT_VALUES);CHKERRQ(ierr);
7002             }
7003             ierr = MatAssemblyBegin(S_new,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7004             ierr = MatAssemblyEnd(S_new,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7005             ierr = VecRestoreArrayRead(pcis->D,&array);CHKERRQ(ierr);
7006             ierr = ISRestoreIndices(sub_schurs->is_Ej_all,&idxs_all);CHKERRQ(ierr);
7007             ierr = ISRestoreIndices(is_V_Sall,&idxs_V);CHKERRQ(ierr);
7008           }
7009           sub_schurs->S_Ej_all = S_new;
7010           ierr = MatDestroy(&S_new);CHKERRQ(ierr);
7011           if (sub_schurs->sum_S_Ej_all) {
7012             ierr = MatPtAP(sub_schurs->sum_S_Ej_all,tmat,MAT_INITIAL_MATRIX,1.0,&S_new);CHKERRQ(ierr);
7013             ierr = MatDestroy(&sub_schurs->sum_S_Ej_all);CHKERRQ(ierr);
7014             ierr = PetscObjectReference((PetscObject)S_new);CHKERRQ(ierr);
7015             if (pcbddc->deluxe_zerorows) {
7016               ierr = MatZeroRowsColumnsIS(S_new,is_V_Sall,1.,NULL,NULL);CHKERRQ(ierr);
7017             }
7018             sub_schurs->sum_S_Ej_all = S_new;
7019             ierr = MatDestroy(&S_new);CHKERRQ(ierr);
7020           }
7021           ierr = ISDestroy(&is_V_Sall);CHKERRQ(ierr);
7022           ierr = MatDestroy(&tmat);CHKERRQ(ierr);
7023         }
7024         /* destroy any change of basis context in sub_schurs */
7025         if (sub_schurs && sub_schurs->change) {
7026           PetscInt i;
7027 
7028           for (i=0;i<sub_schurs->n_subs;i++) {
7029             ierr = KSPDestroy(&sub_schurs->change[i]);CHKERRQ(ierr);
7030           }
7031           ierr = PetscFree(sub_schurs->change);CHKERRQ(ierr);
7032         }
7033       }
7034       if (pcbddc->switch_static) { /* need to save the local change */
7035         pcbddc->switch_static_change = localChangeOfBasisMatrix;
7036       } else {
7037         ierr = MatDestroy(&localChangeOfBasisMatrix);CHKERRQ(ierr);
7038       }
7039       /* determine if any process has changed the pressures locally */
7040       pcbddc->change_interior = pcbddc->benign_have_null;
7041     } else { /* fake change (get back change of basis into ConstraintMatrix and info on qr) */
7042       ierr = MatDestroy(&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
7043       pcbddc->ConstraintMatrix = localChangeOfBasisMatrix;
7044       pcbddc->use_qr_single = qr_needed;
7045     }
7046   } else if (pcbddc->user_ChangeOfBasisMatrix || pcbddc->benign_saddle_point) {
7047     if (!pcbddc->benign_have_null && pcbddc->user_ChangeOfBasisMatrix) {
7048       ierr = PetscObjectReference((PetscObject)pcbddc->user_ChangeOfBasisMatrix);CHKERRQ(ierr);
7049       pcbddc->ChangeOfBasisMatrix = pcbddc->user_ChangeOfBasisMatrix;
7050     } else {
7051       Mat benign_global = NULL;
7052       if (pcbddc->benign_have_null) {
7053         Mat M;
7054 
7055         pcbddc->change_interior = PETSC_TRUE;
7056         ierr = VecCopy(matis->counter,pcis->vec1_N);CHKERRQ(ierr);
7057         ierr = VecReciprocal(pcis->vec1_N);CHKERRQ(ierr);
7058         ierr = MatDuplicate(pc->pmat,MAT_DO_NOT_COPY_VALUES,&benign_global);CHKERRQ(ierr);
7059         if (pcbddc->benign_change) {
7060           ierr = MatDuplicate(pcbddc->benign_change,MAT_COPY_VALUES,&M);CHKERRQ(ierr);
7061           ierr = MatDiagonalScale(M,pcis->vec1_N,NULL);CHKERRQ(ierr);
7062         } else {
7063           ierr = MatCreateSeqAIJ(PETSC_COMM_SELF,pcis->n,pcis->n,1,NULL,&M);CHKERRQ(ierr);
7064           ierr = MatDiagonalSet(M,pcis->vec1_N,INSERT_VALUES);CHKERRQ(ierr);
7065         }
7066         ierr = MatISSetLocalMat(benign_global,M);CHKERRQ(ierr);
7067         ierr = MatDestroy(&M);CHKERRQ(ierr);
7068         ierr = MatAssemblyBegin(benign_global,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7069         ierr = MatAssemblyEnd(benign_global,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7070       }
7071       if (pcbddc->user_ChangeOfBasisMatrix) {
7072         ierr = MatMatMult(pcbddc->user_ChangeOfBasisMatrix,benign_global,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
7073         ierr = MatDestroy(&benign_global);CHKERRQ(ierr);
7074       } else if (pcbddc->benign_have_null) {
7075         pcbddc->ChangeOfBasisMatrix = benign_global;
7076       }
7077     }
7078     if (pcbddc->switch_static && pcbddc->ChangeOfBasisMatrix) { /* need to save the local change */
7079       IS             is_global;
7080       const PetscInt *gidxs;
7081 
7082       ierr = ISLocalToGlobalMappingGetIndices(pc->pmat->rmap->mapping,&gidxs);CHKERRQ(ierr);
7083       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),pcis->n,gidxs,PETSC_COPY_VALUES,&is_global);CHKERRQ(ierr);
7084       ierr = ISLocalToGlobalMappingRestoreIndices(pc->pmat->rmap->mapping,&gidxs);CHKERRQ(ierr);
7085       ierr = MatCreateSubMatrixUnsorted(pcbddc->ChangeOfBasisMatrix,is_global,is_global,&pcbddc->switch_static_change);CHKERRQ(ierr);
7086       ierr = ISDestroy(&is_global);CHKERRQ(ierr);
7087     }
7088   }
7089   if (!pcbddc->fake_change && pcbddc->ChangeOfBasisMatrix && !pcbddc->work_change) {
7090     ierr = VecDuplicate(pcis->vec1_global,&pcbddc->work_change);CHKERRQ(ierr);
7091   }
7092 
7093   if (!pcbddc->fake_change) {
7094     /* add pressure dofs to set of primal nodes for numbering purposes */
7095     for (i=0;i<pcbddc->benign_n;i++) {
7096       pcbddc->local_primal_ref_node[pcbddc->local_primal_size_cc] = pcbddc->benign_p0_lidx[i];
7097       pcbddc->primal_indices_local_idxs[pcbddc->local_primal_size] = pcbddc->benign_p0_lidx[i];
7098       pcbddc->local_primal_ref_mult[pcbddc->local_primal_size_cc] = 1;
7099       pcbddc->local_primal_size_cc++;
7100       pcbddc->local_primal_size++;
7101     }
7102 
7103     /* check if a new primal space has been introduced (also take into account benign trick) */
7104     pcbddc->new_primal_space_local = PETSC_TRUE;
7105     if (olocal_primal_size == pcbddc->local_primal_size) {
7106       ierr = PetscArraycmp(pcbddc->local_primal_ref_node,olocal_primal_ref_node,olocal_primal_size_cc,&pcbddc->new_primal_space_local);CHKERRQ(ierr);
7107       pcbddc->new_primal_space_local = (PetscBool)(!pcbddc->new_primal_space_local);
7108       if (!pcbddc->new_primal_space_local) {
7109         ierr = PetscArraycmp(pcbddc->local_primal_ref_mult,olocal_primal_ref_mult,olocal_primal_size_cc,&pcbddc->new_primal_space_local);CHKERRQ(ierr);
7110         pcbddc->new_primal_space_local = (PetscBool)(!pcbddc->new_primal_space_local);
7111       }
7112     }
7113     /* new_primal_space will be used for numbering of coarse dofs, so it should be the same across all subdomains */
7114     ierr = MPIU_Allreduce(&pcbddc->new_primal_space_local,&pcbddc->new_primal_space,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
7115   }
7116   ierr = PetscFree2(olocal_primal_ref_node,olocal_primal_ref_mult);CHKERRQ(ierr);
7117 
7118   /* flush dbg viewer */
7119   if (pcbddc->dbg_flag) {
7120     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
7121   }
7122 
7123   /* free workspace */
7124   ierr = PetscBTDestroy(&qr_needed_idx);CHKERRQ(ierr);
7125   ierr = PetscBTDestroy(&change_basis);CHKERRQ(ierr);
7126   if (!pcbddc->adaptive_selection) {
7127     ierr = PetscFree3(constraints_idxs_ptr,constraints_data_ptr,constraints_n);CHKERRQ(ierr);
7128     ierr = PetscFree3(constraints_data,constraints_idxs,constraints_idxs_B);CHKERRQ(ierr);
7129   } else {
7130     ierr = PetscFree5(pcbddc->adaptive_constraints_n,
7131                       pcbddc->adaptive_constraints_idxs_ptr,
7132                       pcbddc->adaptive_constraints_data_ptr,
7133                       pcbddc->adaptive_constraints_idxs,
7134                       pcbddc->adaptive_constraints_data);CHKERRQ(ierr);
7135     ierr = PetscFree(constraints_n);CHKERRQ(ierr);
7136     ierr = PetscFree(constraints_idxs_B);CHKERRQ(ierr);
7137   }
7138   PetscFunctionReturn(0);
7139 }
7140 /* #undef PETSC_MISSING_LAPACK_GESVD */
7141 
7142 PetscErrorCode PCBDDCAnalyzeInterface(PC pc)
7143 {
7144   ISLocalToGlobalMapping map;
7145   PC_BDDC                *pcbddc = (PC_BDDC*)pc->data;
7146   Mat_IS                 *matis  = (Mat_IS*)pc->pmat->data;
7147   PetscInt               i,N;
7148   PetscBool              rcsr = PETSC_FALSE;
7149   PetscErrorCode         ierr;
7150 
7151   PetscFunctionBegin;
7152   if (pcbddc->recompute_topography) {
7153     pcbddc->graphanalyzed = PETSC_FALSE;
7154     /* Reset previously computed graph */
7155     ierr = PCBDDCGraphReset(pcbddc->mat_graph);CHKERRQ(ierr);
7156     /* Init local Graph struct */
7157     ierr = MatGetSize(pc->pmat,&N,NULL);CHKERRQ(ierr);
7158     ierr = MatGetLocalToGlobalMapping(pc->pmat,&map,NULL);CHKERRQ(ierr);
7159     ierr = PCBDDCGraphInit(pcbddc->mat_graph,map,N,pcbddc->graphmaxcount);CHKERRQ(ierr);
7160 
7161     if (pcbddc->user_primal_vertices_local && !pcbddc->user_primal_vertices) {
7162       ierr = PCBDDCConsistencyCheckIS(pc,MPI_LOR,&pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
7163     }
7164     /* Check validity of the csr graph passed in by the user */
7165     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",pcbddc->mat_graph->nvtxs_csr,pcbddc->mat_graph->nvtxs);
7166 
7167     /* Set default CSR adjacency of local dofs if not provided by the user with PCBDDCSetLocalAdjacencyGraph */
7168     if (!pcbddc->mat_graph->xadj && pcbddc->use_local_adj) {
7169       PetscInt  *xadj,*adjncy;
7170       PetscInt  nvtxs;
7171       PetscBool flg_row=PETSC_FALSE;
7172 
7173       ierr = MatGetRowIJ(matis->A,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
7174       if (flg_row) {
7175         ierr = PCBDDCSetLocalAdjacencyGraph(pc,nvtxs,xadj,adjncy,PETSC_COPY_VALUES);CHKERRQ(ierr);
7176         pcbddc->computed_rowadj = PETSC_TRUE;
7177       }
7178       ierr = MatRestoreRowIJ(matis->A,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
7179       rcsr = PETSC_TRUE;
7180     }
7181     if (pcbddc->dbg_flag) {
7182       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
7183     }
7184 
7185     if (pcbddc->mat_graph->cdim && !pcbddc->mat_graph->cloc) {
7186       PetscReal    *lcoords;
7187       PetscInt     n;
7188       MPI_Datatype dimrealtype;
7189 
7190       /* TODO: support for blocked */
7191       if (pcbddc->mat_graph->cnloc != pc->pmat->rmap->n) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_USER,"Invalid number of local coordinates! Got %D, expected %D",pcbddc->mat_graph->cnloc,pc->pmat->rmap->n);
7192       ierr = MatGetLocalSize(matis->A,&n,NULL);CHKERRQ(ierr);
7193       ierr = PetscMalloc1(pcbddc->mat_graph->cdim*n,&lcoords);CHKERRQ(ierr);
7194       ierr = MPI_Type_contiguous(pcbddc->mat_graph->cdim,MPIU_REAL,&dimrealtype);CHKERRQ(ierr);
7195       ierr = MPI_Type_commit(&dimrealtype);CHKERRQ(ierr);
7196       ierr = PetscSFBcastBegin(matis->sf,dimrealtype,pcbddc->mat_graph->coords,lcoords);CHKERRQ(ierr);
7197       ierr = PetscSFBcastEnd(matis->sf,dimrealtype,pcbddc->mat_graph->coords,lcoords);CHKERRQ(ierr);
7198       ierr = MPI_Type_free(&dimrealtype);CHKERRQ(ierr);
7199       ierr = PetscFree(pcbddc->mat_graph->coords);CHKERRQ(ierr);
7200 
7201       pcbddc->mat_graph->coords = lcoords;
7202       pcbddc->mat_graph->cloc   = PETSC_TRUE;
7203       pcbddc->mat_graph->cnloc  = n;
7204     }
7205     if (pcbddc->mat_graph->cnloc && pcbddc->mat_graph->cnloc != pcbddc->mat_graph->nvtxs) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_USER,"Invalid number of local subdomain coordinates! Got %D, expected %D",pcbddc->mat_graph->cnloc,pcbddc->mat_graph->nvtxs);
7206     pcbddc->mat_graph->active_coords = (PetscBool)(pcbddc->corner_selection && !pcbddc->corner_selected);
7207 
7208     /* Setup of Graph */
7209     pcbddc->mat_graph->commsizelimit = 0; /* don't use the COMM_SELF variant of the graph */
7210     ierr = PCBDDCGraphSetUp(pcbddc->mat_graph,pcbddc->vertex_size,pcbddc->NeumannBoundariesLocal,pcbddc->DirichletBoundariesLocal,pcbddc->n_ISForDofsLocal,pcbddc->ISForDofsLocal,pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
7211 
7212     /* attach info on disconnected subdomains if present */
7213     if (pcbddc->n_local_subs) {
7214       PetscInt *local_subs,n,totn;
7215 
7216       ierr = MatGetLocalSize(matis->A,&n,NULL);CHKERRQ(ierr);
7217       ierr = PetscMalloc1(n,&local_subs);CHKERRQ(ierr);
7218       for (i=0;i<n;i++) local_subs[i] = pcbddc->n_local_subs;
7219       for (i=0;i<pcbddc->n_local_subs;i++) {
7220         const PetscInt *idxs;
7221         PetscInt       nl,j;
7222 
7223         ierr = ISGetLocalSize(pcbddc->local_subs[i],&nl);CHKERRQ(ierr);
7224         ierr = ISGetIndices(pcbddc->local_subs[i],&idxs);CHKERRQ(ierr);
7225         for (j=0;j<nl;j++) local_subs[idxs[j]] = i;
7226         ierr = ISRestoreIndices(pcbddc->local_subs[i],&idxs);CHKERRQ(ierr);
7227       }
7228       for (i=0,totn=0;i<n;i++) totn = PetscMax(totn,local_subs[i]);
7229       pcbddc->mat_graph->n_local_subs = totn + 1;
7230       pcbddc->mat_graph->local_subs = local_subs;
7231     }
7232   }
7233 
7234   if (!pcbddc->graphanalyzed) {
7235     /* Graph's connected components analysis */
7236     ierr = PCBDDCGraphComputeConnectedComponents(pcbddc->mat_graph);CHKERRQ(ierr);
7237     pcbddc->graphanalyzed = PETSC_TRUE;
7238     pcbddc->corner_selected = pcbddc->corner_selection;
7239   }
7240   if (rcsr) pcbddc->mat_graph->nvtxs_csr = 0;
7241   PetscFunctionReturn(0);
7242 }
7243 
7244 PetscErrorCode PCBDDCOrthonormalizeVecs(PetscInt *nio, Vec vecs[])
7245 {
7246   PetscInt       i,j,n;
7247   PetscScalar    *alphas;
7248   PetscReal      norm,*onorms;
7249   PetscErrorCode ierr;
7250 
7251   PetscFunctionBegin;
7252   n = *nio;
7253   if (!n) PetscFunctionReturn(0);
7254   ierr = PetscMalloc2(n,&alphas,n,&onorms);CHKERRQ(ierr);
7255   ierr = VecNormalize(vecs[0],&norm);CHKERRQ(ierr);
7256   if (norm < PETSC_SMALL) {
7257     onorms[0] = 0.0;
7258     ierr = VecSet(vecs[0],0.0);CHKERRQ(ierr);
7259   } else {
7260     onorms[0] = norm;
7261   }
7262 
7263   for (i=1;i<n;i++) {
7264     ierr = VecMDot(vecs[i],i,vecs,alphas);CHKERRQ(ierr);
7265     for (j=0;j<i;j++) alphas[j] = PetscConj(-alphas[j]);
7266     ierr = VecMAXPY(vecs[i],i,alphas,vecs);CHKERRQ(ierr);
7267     ierr = VecNormalize(vecs[i],&norm);CHKERRQ(ierr);
7268     if (norm < PETSC_SMALL) {
7269       onorms[i] = 0.0;
7270       ierr = VecSet(vecs[i],0.0);CHKERRQ(ierr);
7271     } else {
7272       onorms[i] = norm;
7273     }
7274   }
7275   /* push nonzero vectors at the beginning */
7276   for (i=0;i<n;i++) {
7277     if (onorms[i] == 0.0) {
7278       for (j=i+1;j<n;j++) {
7279         if (onorms[j] != 0.0) {
7280           ierr = VecCopy(vecs[j],vecs[i]);CHKERRQ(ierr);
7281           onorms[j] = 0.0;
7282         }
7283       }
7284     }
7285   }
7286   for (i=0,*nio=0;i<n;i++) *nio += onorms[i] != 0.0 ? 1 : 0;
7287   ierr = PetscFree2(alphas,onorms);CHKERRQ(ierr);
7288   PetscFunctionReturn(0);
7289 }
7290 
7291 PetscErrorCode PCBDDCMatISGetSubassemblingPattern(Mat mat, PetscInt *n_subdomains, PetscInt redprocs, IS* is_sends, PetscBool *have_void)
7292 {
7293   Mat            A;
7294   PetscInt       n_neighs,*neighs,*n_shared,**shared;
7295   PetscMPIInt    size,rank,color;
7296   PetscInt       *xadj,*adjncy;
7297   PetscInt       *adjncy_wgt,*v_wgt,*ranks_send_to_idx;
7298   PetscInt       im_active,active_procs,N,n,i,j,threshold = 2;
7299   PetscInt       void_procs,*procs_candidates = NULL;
7300   PetscInt       xadj_count,*count;
7301   PetscBool      ismatis,use_vwgt=PETSC_FALSE;
7302   PetscSubcomm   psubcomm;
7303   MPI_Comm       subcomm;
7304   PetscErrorCode ierr;
7305 
7306   PetscFunctionBegin;
7307   PetscValidHeaderSpecific(mat,MAT_CLASSID,1);
7308   ierr = PetscObjectTypeCompare((PetscObject)mat,MATIS,&ismatis);CHKERRQ(ierr);
7309   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);
7310   PetscValidLogicalCollectiveInt(mat,*n_subdomains,2);
7311   PetscValidLogicalCollectiveInt(mat,redprocs,3);
7312   if (*n_subdomains <=0) SETERRQ1(PetscObjectComm((PetscObject)mat),PETSC_ERR_ARG_WRONG,"Invalid number of subdomains requested %D",*n_subdomains);
7313 
7314   if (have_void) *have_void = PETSC_FALSE;
7315   ierr = MPI_Comm_size(PetscObjectComm((PetscObject)mat),&size);CHKERRQ(ierr);
7316   ierr = MPI_Comm_rank(PetscObjectComm((PetscObject)mat),&rank);CHKERRQ(ierr);
7317   ierr = MatISGetLocalMat(mat,&A);CHKERRQ(ierr);
7318   ierr = MatGetLocalSize(A,&n,NULL);CHKERRQ(ierr);
7319   im_active = !!n;
7320   ierr = MPIU_Allreduce(&im_active,&active_procs,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)mat));CHKERRQ(ierr);
7321   void_procs = size - active_procs;
7322   /* get ranks of of non-active processes in mat communicator */
7323   if (void_procs) {
7324     PetscInt ncand;
7325 
7326     if (have_void) *have_void = PETSC_TRUE;
7327     ierr = PetscMalloc1(size,&procs_candidates);CHKERRQ(ierr);
7328     ierr = MPI_Allgather(&im_active,1,MPIU_INT,procs_candidates,1,MPIU_INT,PetscObjectComm((PetscObject)mat));CHKERRQ(ierr);
7329     for (i=0,ncand=0;i<size;i++) {
7330       if (!procs_candidates[i]) {
7331         procs_candidates[ncand++] = i;
7332       }
7333     }
7334     /* force n_subdomains to be not greater that the number of non-active processes */
7335     *n_subdomains = PetscMin(void_procs,*n_subdomains);
7336   }
7337 
7338   /* number of subdomains requested greater than active processes or matrix size -> just shift the matrix
7339      number of subdomains requested 1 -> send to master or first candidate in voids  */
7340   ierr = MatGetSize(mat,&N,NULL);CHKERRQ(ierr);
7341   if (active_procs < *n_subdomains || *n_subdomains == 1 || N <= *n_subdomains) {
7342     PetscInt issize,isidx,dest;
7343     if (*n_subdomains == 1) dest = 0;
7344     else dest = rank;
7345     if (im_active) {
7346       issize = 1;
7347       if (procs_candidates) { /* shift the pattern on non-active candidates (if any) */
7348         isidx = procs_candidates[dest];
7349       } else {
7350         isidx = dest;
7351       }
7352     } else {
7353       issize = 0;
7354       isidx = -1;
7355     }
7356     if (*n_subdomains != 1) *n_subdomains = active_procs;
7357     ierr = ISCreateGeneral(PetscObjectComm((PetscObject)mat),issize,&isidx,PETSC_COPY_VALUES,is_sends);CHKERRQ(ierr);
7358     ierr = PetscFree(procs_candidates);CHKERRQ(ierr);
7359     PetscFunctionReturn(0);
7360   }
7361   ierr = PetscOptionsGetBool(NULL,NULL,"-matis_partitioning_use_vwgt",&use_vwgt,NULL);CHKERRQ(ierr);
7362   ierr = PetscOptionsGetInt(NULL,NULL,"-matis_partitioning_threshold",&threshold,NULL);CHKERRQ(ierr);
7363   threshold = PetscMax(threshold,2);
7364 
7365   /* Get info on mapping */
7366   ierr = ISLocalToGlobalMappingGetInfo(mat->rmap->mapping,&n_neighs,&neighs,&n_shared,&shared);CHKERRQ(ierr);
7367 
7368   /* build local CSR graph of subdomains' connectivity */
7369   ierr = PetscMalloc1(2,&xadj);CHKERRQ(ierr);
7370   xadj[0] = 0;
7371   xadj[1] = PetscMax(n_neighs-1,0);
7372   ierr = PetscMalloc1(xadj[1],&adjncy);CHKERRQ(ierr);
7373   ierr = PetscMalloc1(xadj[1],&adjncy_wgt);CHKERRQ(ierr);
7374   ierr = PetscCalloc1(n,&count);CHKERRQ(ierr);
7375   for (i=1;i<n_neighs;i++)
7376     for (j=0;j<n_shared[i];j++)
7377       count[shared[i][j]] += 1;
7378 
7379   xadj_count = 0;
7380   for (i=1;i<n_neighs;i++) {
7381     for (j=0;j<n_shared[i];j++) {
7382       if (count[shared[i][j]] < threshold) {
7383         adjncy[xadj_count] = neighs[i];
7384         adjncy_wgt[xadj_count] = n_shared[i];
7385         xadj_count++;
7386         break;
7387       }
7388     }
7389   }
7390   xadj[1] = xadj_count;
7391   ierr = PetscFree(count);CHKERRQ(ierr);
7392   ierr = ISLocalToGlobalMappingRestoreInfo(mat->rmap->mapping,&n_neighs,&neighs,&n_shared,&shared);CHKERRQ(ierr);
7393   ierr = PetscSortIntWithArray(xadj[1],adjncy,adjncy_wgt);CHKERRQ(ierr);
7394 
7395   ierr = PetscMalloc1(1,&ranks_send_to_idx);CHKERRQ(ierr);
7396 
7397   /* Restrict work on active processes only */
7398   ierr = PetscMPIIntCast(im_active,&color);CHKERRQ(ierr);
7399   if (void_procs) {
7400     ierr = PetscSubcommCreate(PetscObjectComm((PetscObject)mat),&psubcomm);CHKERRQ(ierr);
7401     ierr = PetscSubcommSetNumber(psubcomm,2);CHKERRQ(ierr); /* 2 groups, active process and not active processes */
7402     ierr = PetscSubcommSetTypeGeneral(psubcomm,color,rank);CHKERRQ(ierr);
7403     subcomm = PetscSubcommChild(psubcomm);
7404   } else {
7405     psubcomm = NULL;
7406     subcomm = PetscObjectComm((PetscObject)mat);
7407   }
7408 
7409   v_wgt = NULL;
7410   if (!color) {
7411     ierr = PetscFree(xadj);CHKERRQ(ierr);
7412     ierr = PetscFree(adjncy);CHKERRQ(ierr);
7413     ierr = PetscFree(adjncy_wgt);CHKERRQ(ierr);
7414   } else {
7415     Mat             subdomain_adj;
7416     IS              new_ranks,new_ranks_contig;
7417     MatPartitioning partitioner;
7418     PetscInt        rstart=0,rend=0;
7419     PetscInt        *is_indices,*oldranks;
7420     PetscMPIInt     size;
7421     PetscBool       aggregate;
7422 
7423     ierr = MPI_Comm_size(subcomm,&size);CHKERRQ(ierr);
7424     if (void_procs) {
7425       PetscInt prank = rank;
7426       ierr = PetscMalloc1(size,&oldranks);CHKERRQ(ierr);
7427       ierr = MPI_Allgather(&prank,1,MPIU_INT,oldranks,1,MPIU_INT,subcomm);CHKERRQ(ierr);
7428       for (i=0;i<xadj[1];i++) {
7429         ierr = PetscFindInt(adjncy[i],size,oldranks,&adjncy[i]);CHKERRQ(ierr);
7430       }
7431       ierr = PetscSortIntWithArray(xadj[1],adjncy,adjncy_wgt);CHKERRQ(ierr);
7432     } else {
7433       oldranks = NULL;
7434     }
7435     aggregate = ((redprocs > 0 && redprocs < size) ? PETSC_TRUE : PETSC_FALSE);
7436     if (aggregate) { /* TODO: all this part could be made more efficient */
7437       PetscInt    lrows,row,ncols,*cols;
7438       PetscMPIInt nrank;
7439       PetscScalar *vals;
7440 
7441       ierr = MPI_Comm_rank(subcomm,&nrank);CHKERRQ(ierr);
7442       lrows = 0;
7443       if (nrank<redprocs) {
7444         lrows = size/redprocs;
7445         if (nrank<size%redprocs) lrows++;
7446       }
7447       ierr = MatCreateAIJ(subcomm,lrows,lrows,size,size,50,NULL,50,NULL,&subdomain_adj);CHKERRQ(ierr);
7448       ierr = MatGetOwnershipRange(subdomain_adj,&rstart,&rend);CHKERRQ(ierr);
7449       ierr = MatSetOption(subdomain_adj,MAT_NEW_NONZERO_LOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
7450       ierr = MatSetOption(subdomain_adj,MAT_NEW_NONZERO_ALLOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
7451       row = nrank;
7452       ncols = xadj[1]-xadj[0];
7453       cols = adjncy;
7454       ierr = PetscMalloc1(ncols,&vals);CHKERRQ(ierr);
7455       for (i=0;i<ncols;i++) vals[i] = adjncy_wgt[i];
7456       ierr = MatSetValues(subdomain_adj,1,&row,ncols,cols,vals,INSERT_VALUES);CHKERRQ(ierr);
7457       ierr = MatAssemblyBegin(subdomain_adj,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7458       ierr = MatAssemblyEnd(subdomain_adj,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7459       ierr = PetscFree(xadj);CHKERRQ(ierr);
7460       ierr = PetscFree(adjncy);CHKERRQ(ierr);
7461       ierr = PetscFree(adjncy_wgt);CHKERRQ(ierr);
7462       ierr = PetscFree(vals);CHKERRQ(ierr);
7463       if (use_vwgt) {
7464         Vec               v;
7465         const PetscScalar *array;
7466         PetscInt          nl;
7467 
7468         ierr = MatCreateVecs(subdomain_adj,&v,NULL);CHKERRQ(ierr);
7469         ierr = VecSetValue(v,row,(PetscScalar)n,INSERT_VALUES);CHKERRQ(ierr);
7470         ierr = VecAssemblyBegin(v);CHKERRQ(ierr);
7471         ierr = VecAssemblyEnd(v);CHKERRQ(ierr);
7472         ierr = VecGetLocalSize(v,&nl);CHKERRQ(ierr);
7473         ierr = VecGetArrayRead(v,&array);CHKERRQ(ierr);
7474         ierr = PetscMalloc1(nl,&v_wgt);CHKERRQ(ierr);
7475         for (i=0;i<nl;i++) v_wgt[i] = (PetscInt)PetscRealPart(array[i]);
7476         ierr = VecRestoreArrayRead(v,&array);CHKERRQ(ierr);
7477         ierr = VecDestroy(&v);CHKERRQ(ierr);
7478       }
7479     } else {
7480       ierr = MatCreateMPIAdj(subcomm,1,(PetscInt)size,xadj,adjncy,adjncy_wgt,&subdomain_adj);CHKERRQ(ierr);
7481       if (use_vwgt) {
7482         ierr = PetscMalloc1(1,&v_wgt);CHKERRQ(ierr);
7483         v_wgt[0] = n;
7484       }
7485     }
7486     /* ierr = MatView(subdomain_adj,0);CHKERRQ(ierr); */
7487 
7488     /* Partition */
7489     ierr = MatPartitioningCreate(subcomm,&partitioner);CHKERRQ(ierr);
7490 #if defined(PETSC_HAVE_PTSCOTCH)
7491     ierr = MatPartitioningSetType(partitioner,MATPARTITIONINGPTSCOTCH);CHKERRQ(ierr);
7492 #elif defined(PETSC_HAVE_PARMETIS)
7493     ierr = MatPartitioningSetType(partitioner,MATPARTITIONINGPARMETIS);CHKERRQ(ierr);
7494 #else
7495     ierr = MatPartitioningSetType(partitioner,MATPARTITIONINGAVERAGE);CHKERRQ(ierr);
7496 #endif
7497     ierr = MatPartitioningSetAdjacency(partitioner,subdomain_adj);CHKERRQ(ierr);
7498     if (v_wgt) {
7499       ierr = MatPartitioningSetVertexWeights(partitioner,v_wgt);CHKERRQ(ierr);
7500     }
7501     *n_subdomains = PetscMin((PetscInt)size,*n_subdomains);
7502     ierr = MatPartitioningSetNParts(partitioner,*n_subdomains);CHKERRQ(ierr);
7503     ierr = MatPartitioningSetFromOptions(partitioner);CHKERRQ(ierr);
7504     ierr = MatPartitioningApply(partitioner,&new_ranks);CHKERRQ(ierr);
7505     /* ierr = MatPartitioningView(partitioner,0);CHKERRQ(ierr); */
7506 
7507     /* renumber new_ranks to avoid "holes" in new set of processors */
7508     ierr = ISRenumber(new_ranks,NULL,NULL,&new_ranks_contig);CHKERRQ(ierr);
7509     ierr = ISDestroy(&new_ranks);CHKERRQ(ierr);
7510     ierr = ISGetIndices(new_ranks_contig,(const PetscInt**)&is_indices);CHKERRQ(ierr);
7511     if (!aggregate) {
7512       if (procs_candidates) { /* shift the pattern on non-active candidates (if any) */
7513 #if defined(PETSC_USE_DEBUG)
7514         if (!oldranks) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"This should not happen");
7515 #endif
7516         ranks_send_to_idx[0] = procs_candidates[oldranks[is_indices[0]]];
7517       } else if (oldranks) {
7518         ranks_send_to_idx[0] = oldranks[is_indices[0]];
7519       } else {
7520         ranks_send_to_idx[0] = is_indices[0];
7521       }
7522     } else {
7523       PetscInt    idx = 0;
7524       PetscMPIInt tag;
7525       MPI_Request *reqs;
7526 
7527       ierr = PetscObjectGetNewTag((PetscObject)subdomain_adj,&tag);CHKERRQ(ierr);
7528       ierr = PetscMalloc1(rend-rstart,&reqs);CHKERRQ(ierr);
7529       for (i=rstart;i<rend;i++) {
7530         ierr = MPI_Isend(is_indices+i-rstart,1,MPIU_INT,i,tag,subcomm,&reqs[i-rstart]);CHKERRQ(ierr);
7531       }
7532       ierr = MPI_Recv(&idx,1,MPIU_INT,MPI_ANY_SOURCE,tag,subcomm,MPI_STATUS_IGNORE);CHKERRQ(ierr);
7533       ierr = MPI_Waitall(rend-rstart,reqs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7534       ierr = PetscFree(reqs);CHKERRQ(ierr);
7535       if (procs_candidates) { /* shift the pattern on non-active candidates (if any) */
7536 #if defined(PETSC_USE_DEBUG)
7537         if (!oldranks) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"This should not happen");
7538 #endif
7539         ranks_send_to_idx[0] = procs_candidates[oldranks[idx]];
7540       } else if (oldranks) {
7541         ranks_send_to_idx[0] = oldranks[idx];
7542       } else {
7543         ranks_send_to_idx[0] = idx;
7544       }
7545     }
7546     ierr = ISRestoreIndices(new_ranks_contig,(const PetscInt**)&is_indices);CHKERRQ(ierr);
7547     /* clean up */
7548     ierr = PetscFree(oldranks);CHKERRQ(ierr);
7549     ierr = ISDestroy(&new_ranks_contig);CHKERRQ(ierr);
7550     ierr = MatDestroy(&subdomain_adj);CHKERRQ(ierr);
7551     ierr = MatPartitioningDestroy(&partitioner);CHKERRQ(ierr);
7552   }
7553   ierr = PetscSubcommDestroy(&psubcomm);CHKERRQ(ierr);
7554   ierr = PetscFree(procs_candidates);CHKERRQ(ierr);
7555 
7556   /* assemble parallel IS for sends */
7557   i = 1;
7558   if (!color) i=0;
7559   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)mat),i,ranks_send_to_idx,PETSC_OWN_POINTER,is_sends);CHKERRQ(ierr);
7560   PetscFunctionReturn(0);
7561 }
7562 
7563 typedef enum {MATDENSE_PRIVATE=0,MATAIJ_PRIVATE,MATBAIJ_PRIVATE,MATSBAIJ_PRIVATE}MatTypePrivate;
7564 
7565 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[])
7566 {
7567   Mat                    local_mat;
7568   IS                     is_sends_internal;
7569   PetscInt               rows,cols,new_local_rows;
7570   PetscInt               i,bs,buf_size_idxs,buf_size_idxs_is,buf_size_vals,buf_size_vecs;
7571   PetscBool              ismatis,isdense,newisdense,destroy_mat;
7572   ISLocalToGlobalMapping l2gmap;
7573   PetscInt*              l2gmap_indices;
7574   const PetscInt*        is_indices;
7575   MatType                new_local_type;
7576   /* buffers */
7577   PetscInt               *ptr_idxs,*send_buffer_idxs,*recv_buffer_idxs;
7578   PetscInt               *ptr_idxs_is,*send_buffer_idxs_is,*recv_buffer_idxs_is;
7579   PetscInt               *recv_buffer_idxs_local;
7580   PetscScalar            *ptr_vals,*recv_buffer_vals;
7581   const PetscScalar      *send_buffer_vals;
7582   PetscScalar            *ptr_vecs,*send_buffer_vecs,*recv_buffer_vecs;
7583   /* MPI */
7584   MPI_Comm               comm,comm_n;
7585   PetscSubcomm           subcomm;
7586   PetscMPIInt            n_sends,n_recvs,size;
7587   PetscMPIInt            *iflags,*ilengths_idxs,*ilengths_vals,*ilengths_idxs_is;
7588   PetscMPIInt            *onodes,*onodes_is,*olengths_idxs,*olengths_idxs_is,*olengths_vals;
7589   PetscMPIInt            len,tag_idxs,tag_idxs_is,tag_vals,tag_vecs,source_dest;
7590   MPI_Request            *send_req_idxs,*send_req_idxs_is,*send_req_vals,*send_req_vecs;
7591   MPI_Request            *recv_req_idxs,*recv_req_idxs_is,*recv_req_vals,*recv_req_vecs;
7592   PetscErrorCode         ierr;
7593 
7594   PetscFunctionBegin;
7595   PetscValidHeaderSpecific(mat,MAT_CLASSID,1);
7596   ierr = PetscObjectTypeCompare((PetscObject)mat,MATIS,&ismatis);CHKERRQ(ierr);
7597   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);
7598   PetscValidLogicalCollectiveInt(mat,n_subdomains,3);
7599   PetscValidLogicalCollectiveBool(mat,restrict_comm,4);
7600   PetscValidLogicalCollectiveBool(mat,restrict_full,5);
7601   PetscValidLogicalCollectiveBool(mat,reuse,6);
7602   PetscValidLogicalCollectiveInt(mat,nis,8);
7603   PetscValidLogicalCollectiveInt(mat,nvecs,10);
7604   if (nvecs) {
7605     if (nvecs > 1) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Just 1 vector supported");
7606     PetscValidHeaderSpecific(nnsp_vec[0],VEC_CLASSID,11);
7607   }
7608   /* further checks */
7609   ierr = MatISGetLocalMat(mat,&local_mat);CHKERRQ(ierr);
7610   ierr = PetscObjectTypeCompare((PetscObject)local_mat,MATSEQDENSE,&isdense);CHKERRQ(ierr);
7611   if (!isdense) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Currently cannot subassemble MATIS when local matrix type is not of type SEQDENSE");
7612   ierr = MatGetSize(local_mat,&rows,&cols);CHKERRQ(ierr);
7613   if (rows != cols) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Local MATIS matrices should be square");
7614   if (reuse && *mat_n) {
7615     PetscInt mrows,mcols,mnrows,mncols;
7616     PetscValidHeaderSpecific(*mat_n,MAT_CLASSID,7);
7617     ierr = PetscObjectTypeCompare((PetscObject)*mat_n,MATIS,&ismatis);CHKERRQ(ierr);
7618     if (!ismatis) SETERRQ(PetscObjectComm((PetscObject)*mat_n),PETSC_ERR_SUP,"Cannot reuse a matrix which is not of type MATIS");
7619     ierr = MatGetSize(mat,&mrows,&mcols);CHKERRQ(ierr);
7620     ierr = MatGetSize(*mat_n,&mnrows,&mncols);CHKERRQ(ierr);
7621     if (mrows != mnrows) SETERRQ2(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Cannot reuse matrix! Wrong number of rows %D != %D",mrows,mnrows);
7622     if (mcols != mncols) SETERRQ2(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Cannot reuse matrix! Wrong number of cols %D != %D",mcols,mncols);
7623   }
7624   ierr = MatGetBlockSize(local_mat,&bs);CHKERRQ(ierr);
7625   PetscValidLogicalCollectiveInt(mat,bs,0);
7626 
7627   /* prepare IS for sending if not provided */
7628   if (!is_sends) {
7629     if (!n_subdomains) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"You should specify either an IS or a target number of subdomains");
7630     ierr = PCBDDCMatISGetSubassemblingPattern(mat,&n_subdomains,0,&is_sends_internal,NULL);CHKERRQ(ierr);
7631   } else {
7632     ierr = PetscObjectReference((PetscObject)is_sends);CHKERRQ(ierr);
7633     is_sends_internal = is_sends;
7634   }
7635 
7636   /* get comm */
7637   ierr = PetscObjectGetComm((PetscObject)mat,&comm);CHKERRQ(ierr);
7638 
7639   /* compute number of sends */
7640   ierr = ISGetLocalSize(is_sends_internal,&i);CHKERRQ(ierr);
7641   ierr = PetscMPIIntCast(i,&n_sends);CHKERRQ(ierr);
7642 
7643   /* compute number of receives */
7644   ierr = MPI_Comm_size(comm,&size);CHKERRQ(ierr);
7645   ierr = PetscMalloc1(size,&iflags);CHKERRQ(ierr);
7646   ierr = PetscArrayzero(iflags,size);CHKERRQ(ierr);
7647   ierr = ISGetIndices(is_sends_internal,&is_indices);CHKERRQ(ierr);
7648   for (i=0;i<n_sends;i++) iflags[is_indices[i]] = 1;
7649   ierr = PetscGatherNumberOfMessages(comm,iflags,NULL,&n_recvs);CHKERRQ(ierr);
7650   ierr = PetscFree(iflags);CHKERRQ(ierr);
7651 
7652   /* restrict comm if requested */
7653   subcomm = 0;
7654   destroy_mat = PETSC_FALSE;
7655   if (restrict_comm) {
7656     PetscMPIInt color,subcommsize;
7657 
7658     color = 0;
7659     if (restrict_full) {
7660       if (!n_recvs) color = 1; /* processes not receiving anything will not partecipate in new comm (full restriction) */
7661     } else {
7662       if (!n_recvs && n_sends) color = 1; /* just those processes that are sending but not receiving anything will not partecipate in new comm */
7663     }
7664     ierr = MPIU_Allreduce(&color,&subcommsize,1,MPI_INT,MPI_SUM,comm);CHKERRQ(ierr);
7665     subcommsize = size - subcommsize;
7666     /* check if reuse has been requested */
7667     if (reuse) {
7668       if (*mat_n) {
7669         PetscMPIInt subcommsize2;
7670         ierr = MPI_Comm_size(PetscObjectComm((PetscObject)*mat_n),&subcommsize2);CHKERRQ(ierr);
7671         if (subcommsize != subcommsize2) SETERRQ2(PetscObjectComm((PetscObject)*mat_n),PETSC_ERR_PLIB,"Cannot reuse matrix! wrong subcomm size %d != %d",subcommsize,subcommsize2);
7672         comm_n = PetscObjectComm((PetscObject)*mat_n);
7673       } else {
7674         comm_n = PETSC_COMM_SELF;
7675       }
7676     } else { /* MAT_INITIAL_MATRIX */
7677       PetscMPIInt rank;
7678 
7679       ierr = MPI_Comm_rank(comm,&rank);CHKERRQ(ierr);
7680       ierr = PetscSubcommCreate(comm,&subcomm);CHKERRQ(ierr);
7681       ierr = PetscSubcommSetNumber(subcomm,2);CHKERRQ(ierr);
7682       ierr = PetscSubcommSetTypeGeneral(subcomm,color,rank);CHKERRQ(ierr);
7683       comm_n = PetscSubcommChild(subcomm);
7684     }
7685     /* flag to destroy *mat_n if not significative */
7686     if (color) destroy_mat = PETSC_TRUE;
7687   } else {
7688     comm_n = comm;
7689   }
7690 
7691   /* prepare send/receive buffers */
7692   ierr = PetscMalloc1(size,&ilengths_idxs);CHKERRQ(ierr);
7693   ierr = PetscArrayzero(ilengths_idxs,size);CHKERRQ(ierr);
7694   ierr = PetscMalloc1(size,&ilengths_vals);CHKERRQ(ierr);
7695   ierr = PetscArrayzero(ilengths_vals,size);CHKERRQ(ierr);
7696   if (nis) {
7697     ierr = PetscCalloc1(size,&ilengths_idxs_is);CHKERRQ(ierr);
7698   }
7699 
7700   /* Get data from local matrices */
7701   if (!isdense) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Subassembling of AIJ local matrices not yet implemented");
7702     /* TODO: See below some guidelines on how to prepare the local buffers */
7703     /*
7704        send_buffer_vals should contain the raw values of the local matrix
7705        send_buffer_idxs should contain:
7706        - MatType_PRIVATE type
7707        - PetscInt        size_of_l2gmap
7708        - PetscInt        global_row_indices[size_of_l2gmap]
7709        - PetscInt        all_other_info_which_is_needed_to_compute_preallocation_and_set_values
7710     */
7711   else {
7712     ierr = MatDenseGetArrayRead(local_mat,&send_buffer_vals);CHKERRQ(ierr);
7713     ierr = ISLocalToGlobalMappingGetSize(mat->rmap->mapping,&i);CHKERRQ(ierr);
7714     ierr = PetscMalloc1(i+2,&send_buffer_idxs);CHKERRQ(ierr);
7715     send_buffer_idxs[0] = (PetscInt)MATDENSE_PRIVATE;
7716     send_buffer_idxs[1] = i;
7717     ierr = ISLocalToGlobalMappingGetIndices(mat->rmap->mapping,(const PetscInt**)&ptr_idxs);CHKERRQ(ierr);
7718     ierr = PetscArraycpy(&send_buffer_idxs[2],ptr_idxs,i);CHKERRQ(ierr);
7719     ierr = ISLocalToGlobalMappingRestoreIndices(mat->rmap->mapping,(const PetscInt**)&ptr_idxs);CHKERRQ(ierr);
7720     ierr = PetscMPIIntCast(i,&len);CHKERRQ(ierr);
7721     for (i=0;i<n_sends;i++) {
7722       ilengths_vals[is_indices[i]] = len*len;
7723       ilengths_idxs[is_indices[i]] = len+2;
7724     }
7725   }
7726   ierr = PetscGatherMessageLengths2(comm,n_sends,n_recvs,ilengths_idxs,ilengths_vals,&onodes,&olengths_idxs,&olengths_vals);CHKERRQ(ierr);
7727   /* additional is (if any) */
7728   if (nis) {
7729     PetscMPIInt psum;
7730     PetscInt j;
7731     for (j=0,psum=0;j<nis;j++) {
7732       PetscInt plen;
7733       ierr = ISGetLocalSize(isarray[j],&plen);CHKERRQ(ierr);
7734       ierr = PetscMPIIntCast(plen,&len);CHKERRQ(ierr);
7735       psum += len+1; /* indices + lenght */
7736     }
7737     ierr = PetscMalloc1(psum,&send_buffer_idxs_is);CHKERRQ(ierr);
7738     for (j=0,psum=0;j<nis;j++) {
7739       PetscInt plen;
7740       const PetscInt *is_array_idxs;
7741       ierr = ISGetLocalSize(isarray[j],&plen);CHKERRQ(ierr);
7742       send_buffer_idxs_is[psum] = plen;
7743       ierr = ISGetIndices(isarray[j],&is_array_idxs);CHKERRQ(ierr);
7744       ierr = PetscArraycpy(&send_buffer_idxs_is[psum+1],is_array_idxs,plen);CHKERRQ(ierr);
7745       ierr = ISRestoreIndices(isarray[j],&is_array_idxs);CHKERRQ(ierr);
7746       psum += plen+1; /* indices + lenght */
7747     }
7748     for (i=0;i<n_sends;i++) {
7749       ilengths_idxs_is[is_indices[i]] = psum;
7750     }
7751     ierr = PetscGatherMessageLengths(comm,n_sends,n_recvs,ilengths_idxs_is,&onodes_is,&olengths_idxs_is);CHKERRQ(ierr);
7752   }
7753   ierr = MatISRestoreLocalMat(mat,&local_mat);CHKERRQ(ierr);
7754 
7755   buf_size_idxs = 0;
7756   buf_size_vals = 0;
7757   buf_size_idxs_is = 0;
7758   buf_size_vecs = 0;
7759   for (i=0;i<n_recvs;i++) {
7760     buf_size_idxs += (PetscInt)olengths_idxs[i];
7761     buf_size_vals += (PetscInt)olengths_vals[i];
7762     if (nis) buf_size_idxs_is += (PetscInt)olengths_idxs_is[i];
7763     if (nvecs) buf_size_vecs += (PetscInt)olengths_idxs[i];
7764   }
7765   ierr = PetscMalloc1(buf_size_idxs,&recv_buffer_idxs);CHKERRQ(ierr);
7766   ierr = PetscMalloc1(buf_size_vals,&recv_buffer_vals);CHKERRQ(ierr);
7767   ierr = PetscMalloc1(buf_size_idxs_is,&recv_buffer_idxs_is);CHKERRQ(ierr);
7768   ierr = PetscMalloc1(buf_size_vecs,&recv_buffer_vecs);CHKERRQ(ierr);
7769 
7770   /* get new tags for clean communications */
7771   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_idxs);CHKERRQ(ierr);
7772   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_vals);CHKERRQ(ierr);
7773   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_idxs_is);CHKERRQ(ierr);
7774   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_vecs);CHKERRQ(ierr);
7775 
7776   /* allocate for requests */
7777   ierr = PetscMalloc1(n_sends,&send_req_idxs);CHKERRQ(ierr);
7778   ierr = PetscMalloc1(n_sends,&send_req_vals);CHKERRQ(ierr);
7779   ierr = PetscMalloc1(n_sends,&send_req_idxs_is);CHKERRQ(ierr);
7780   ierr = PetscMalloc1(n_sends,&send_req_vecs);CHKERRQ(ierr);
7781   ierr = PetscMalloc1(n_recvs,&recv_req_idxs);CHKERRQ(ierr);
7782   ierr = PetscMalloc1(n_recvs,&recv_req_vals);CHKERRQ(ierr);
7783   ierr = PetscMalloc1(n_recvs,&recv_req_idxs_is);CHKERRQ(ierr);
7784   ierr = PetscMalloc1(n_recvs,&recv_req_vecs);CHKERRQ(ierr);
7785 
7786   /* communications */
7787   ptr_idxs = recv_buffer_idxs;
7788   ptr_vals = recv_buffer_vals;
7789   ptr_idxs_is = recv_buffer_idxs_is;
7790   ptr_vecs = recv_buffer_vecs;
7791   for (i=0;i<n_recvs;i++) {
7792     source_dest = onodes[i];
7793     ierr = MPI_Irecv(ptr_idxs,olengths_idxs[i],MPIU_INT,source_dest,tag_idxs,comm,&recv_req_idxs[i]);CHKERRQ(ierr);
7794     ierr = MPI_Irecv(ptr_vals,olengths_vals[i],MPIU_SCALAR,source_dest,tag_vals,comm,&recv_req_vals[i]);CHKERRQ(ierr);
7795     ptr_idxs += olengths_idxs[i];
7796     ptr_vals += olengths_vals[i];
7797     if (nis) {
7798       source_dest = onodes_is[i];
7799       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);
7800       ptr_idxs_is += olengths_idxs_is[i];
7801     }
7802     if (nvecs) {
7803       source_dest = onodes[i];
7804       ierr = MPI_Irecv(ptr_vecs,olengths_idxs[i]-2,MPIU_SCALAR,source_dest,tag_vecs,comm,&recv_req_vecs[i]);CHKERRQ(ierr);
7805       ptr_vecs += olengths_idxs[i]-2;
7806     }
7807   }
7808   for (i=0;i<n_sends;i++) {
7809     ierr = PetscMPIIntCast(is_indices[i],&source_dest);CHKERRQ(ierr);
7810     ierr = MPI_Isend(send_buffer_idxs,ilengths_idxs[source_dest],MPIU_INT,source_dest,tag_idxs,comm,&send_req_idxs[i]);CHKERRQ(ierr);
7811     ierr = MPI_Isend(send_buffer_vals,ilengths_vals[source_dest],MPIU_SCALAR,source_dest,tag_vals,comm,&send_req_vals[i]);CHKERRQ(ierr);
7812     if (nis) {
7813       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);
7814     }
7815     if (nvecs) {
7816       ierr = VecGetArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7817       ierr = MPI_Isend(send_buffer_vecs,ilengths_idxs[source_dest]-2,MPIU_SCALAR,source_dest,tag_vecs,comm,&send_req_vecs[i]);CHKERRQ(ierr);
7818     }
7819   }
7820   ierr = ISRestoreIndices(is_sends_internal,&is_indices);CHKERRQ(ierr);
7821   ierr = ISDestroy(&is_sends_internal);CHKERRQ(ierr);
7822 
7823   /* assemble new l2g map */
7824   ierr = MPI_Waitall(n_recvs,recv_req_idxs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7825   ptr_idxs = recv_buffer_idxs;
7826   new_local_rows = 0;
7827   for (i=0;i<n_recvs;i++) {
7828     new_local_rows += *(ptr_idxs+1); /* second element is the local size of the l2gmap */
7829     ptr_idxs += olengths_idxs[i];
7830   }
7831   ierr = PetscMalloc1(new_local_rows,&l2gmap_indices);CHKERRQ(ierr);
7832   ptr_idxs = recv_buffer_idxs;
7833   new_local_rows = 0;
7834   for (i=0;i<n_recvs;i++) {
7835     ierr = PetscArraycpy(&l2gmap_indices[new_local_rows],ptr_idxs+2,*(ptr_idxs+1));CHKERRQ(ierr);
7836     new_local_rows += *(ptr_idxs+1); /* second element is the local size of the l2gmap */
7837     ptr_idxs += olengths_idxs[i];
7838   }
7839   ierr = PetscSortRemoveDupsInt(&new_local_rows,l2gmap_indices);CHKERRQ(ierr);
7840   ierr = ISLocalToGlobalMappingCreate(comm_n,1,new_local_rows,l2gmap_indices,PETSC_COPY_VALUES,&l2gmap);CHKERRQ(ierr);
7841   ierr = PetscFree(l2gmap_indices);CHKERRQ(ierr);
7842 
7843   /* infer new local matrix type from received local matrices type */
7844   /* currently if all local matrices are of type X, then the resulting matrix will be of type X, except for the dense case */
7845   /* 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) */
7846   if (n_recvs) {
7847     MatTypePrivate new_local_type_private = (MatTypePrivate)send_buffer_idxs[0];
7848     ptr_idxs = recv_buffer_idxs;
7849     for (i=0;i<n_recvs;i++) {
7850       if ((PetscInt)new_local_type_private != *ptr_idxs) {
7851         new_local_type_private = MATAIJ_PRIVATE;
7852         break;
7853       }
7854       ptr_idxs += olengths_idxs[i];
7855     }
7856     switch (new_local_type_private) {
7857       case MATDENSE_PRIVATE:
7858         new_local_type = MATSEQAIJ;
7859         bs = 1;
7860         break;
7861       case MATAIJ_PRIVATE:
7862         new_local_type = MATSEQAIJ;
7863         bs = 1;
7864         break;
7865       case MATBAIJ_PRIVATE:
7866         new_local_type = MATSEQBAIJ;
7867         break;
7868       case MATSBAIJ_PRIVATE:
7869         new_local_type = MATSEQSBAIJ;
7870         break;
7871       default:
7872         SETERRQ2(comm,PETSC_ERR_SUP,"Unsupported private type %d in %s",new_local_type_private,PETSC_FUNCTION_NAME);
7873         break;
7874     }
7875   } else { /* by default, new_local_type is seqaij */
7876     new_local_type = MATSEQAIJ;
7877     bs = 1;
7878   }
7879 
7880   /* create MATIS object if needed */
7881   if (!reuse) {
7882     ierr = MatGetSize(mat,&rows,&cols);CHKERRQ(ierr);
7883     ierr = MatCreateIS(comm_n,bs,PETSC_DECIDE,PETSC_DECIDE,rows,cols,l2gmap,NULL,mat_n);CHKERRQ(ierr);
7884   } else {
7885     /* it also destroys the local matrices */
7886     if (*mat_n) {
7887       ierr = MatSetLocalToGlobalMapping(*mat_n,l2gmap,l2gmap);CHKERRQ(ierr);
7888     } else { /* this is a fake object */
7889       ierr = MatCreateIS(comm_n,bs,PETSC_DECIDE,PETSC_DECIDE,rows,cols,l2gmap,NULL,mat_n);CHKERRQ(ierr);
7890     }
7891   }
7892   ierr = MatISGetLocalMat(*mat_n,&local_mat);CHKERRQ(ierr);
7893   ierr = MatSetType(local_mat,new_local_type);CHKERRQ(ierr);
7894 
7895   ierr = MPI_Waitall(n_recvs,recv_req_vals,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7896 
7897   /* Global to local map of received indices */
7898   ierr = PetscMalloc1(buf_size_idxs,&recv_buffer_idxs_local);CHKERRQ(ierr); /* needed for values insertion */
7899   ierr = ISGlobalToLocalMappingApply(l2gmap,IS_GTOLM_MASK,buf_size_idxs,recv_buffer_idxs,&i,recv_buffer_idxs_local);CHKERRQ(ierr);
7900   ierr = ISLocalToGlobalMappingDestroy(&l2gmap);CHKERRQ(ierr);
7901 
7902   /* restore attributes -> type of incoming data and its size */
7903   buf_size_idxs = 0;
7904   for (i=0;i<n_recvs;i++) {
7905     recv_buffer_idxs_local[buf_size_idxs] = recv_buffer_idxs[buf_size_idxs];
7906     recv_buffer_idxs_local[buf_size_idxs+1] = recv_buffer_idxs[buf_size_idxs+1];
7907     buf_size_idxs += (PetscInt)olengths_idxs[i];
7908   }
7909   ierr = PetscFree(recv_buffer_idxs);CHKERRQ(ierr);
7910 
7911   /* set preallocation */
7912   ierr = PetscObjectTypeCompare((PetscObject)local_mat,MATSEQDENSE,&newisdense);CHKERRQ(ierr);
7913   if (!newisdense) {
7914     PetscInt *new_local_nnz=0;
7915 
7916     ptr_idxs = recv_buffer_idxs_local;
7917     if (n_recvs) {
7918       ierr = PetscCalloc1(new_local_rows,&new_local_nnz);CHKERRQ(ierr);
7919     }
7920     for (i=0;i<n_recvs;i++) {
7921       PetscInt j;
7922       if (*ptr_idxs == (PetscInt)MATDENSE_PRIVATE) { /* preallocation provided for dense case only */
7923         for (j=0;j<*(ptr_idxs+1);j++) {
7924           new_local_nnz[*(ptr_idxs+2+j)] += *(ptr_idxs+1);
7925         }
7926       } else {
7927         /* TODO */
7928       }
7929       ptr_idxs += olengths_idxs[i];
7930     }
7931     if (new_local_nnz) {
7932       for (i=0;i<new_local_rows;i++) new_local_nnz[i] = PetscMin(new_local_nnz[i],new_local_rows);
7933       ierr = MatSeqAIJSetPreallocation(local_mat,0,new_local_nnz);CHKERRQ(ierr);
7934       for (i=0;i<new_local_rows;i++) new_local_nnz[i] /= bs;
7935       ierr = MatSeqBAIJSetPreallocation(local_mat,bs,0,new_local_nnz);CHKERRQ(ierr);
7936       for (i=0;i<new_local_rows;i++) new_local_nnz[i] = PetscMax(new_local_nnz[i]-i,0);
7937       ierr = MatSeqSBAIJSetPreallocation(local_mat,bs,0,new_local_nnz);CHKERRQ(ierr);
7938     } else {
7939       ierr = MatSetUp(local_mat);CHKERRQ(ierr);
7940     }
7941     ierr = PetscFree(new_local_nnz);CHKERRQ(ierr);
7942   } else {
7943     ierr = MatSetUp(local_mat);CHKERRQ(ierr);
7944   }
7945 
7946   /* set values */
7947   ptr_vals = recv_buffer_vals;
7948   ptr_idxs = recv_buffer_idxs_local;
7949   for (i=0;i<n_recvs;i++) {
7950     if (*ptr_idxs == (PetscInt)MATDENSE_PRIVATE) { /* values insertion provided for dense case only */
7951       ierr = MatSetOption(local_mat,MAT_ROW_ORIENTED,PETSC_FALSE);CHKERRQ(ierr);
7952       ierr = MatSetValues(local_mat,*(ptr_idxs+1),ptr_idxs+2,*(ptr_idxs+1),ptr_idxs+2,ptr_vals,ADD_VALUES);CHKERRQ(ierr);
7953       ierr = MatAssemblyBegin(local_mat,MAT_FLUSH_ASSEMBLY);CHKERRQ(ierr);
7954       ierr = MatAssemblyEnd(local_mat,MAT_FLUSH_ASSEMBLY);CHKERRQ(ierr);
7955       ierr = MatSetOption(local_mat,MAT_ROW_ORIENTED,PETSC_TRUE);CHKERRQ(ierr);
7956     } else {
7957       /* TODO */
7958     }
7959     ptr_idxs += olengths_idxs[i];
7960     ptr_vals += olengths_vals[i];
7961   }
7962   ierr = MatAssemblyBegin(local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7963   ierr = MatAssemblyEnd(local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7964   ierr = MatISRestoreLocalMat(*mat_n,&local_mat);CHKERRQ(ierr);
7965   ierr = MatAssemblyBegin(*mat_n,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7966   ierr = MatAssemblyEnd(*mat_n,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7967   ierr = PetscFree(recv_buffer_vals);CHKERRQ(ierr);
7968 
7969 #if 0
7970   if (!restrict_comm) { /* check */
7971     Vec       lvec,rvec;
7972     PetscReal infty_error;
7973 
7974     ierr = MatCreateVecs(mat,&rvec,&lvec);CHKERRQ(ierr);
7975     ierr = VecSetRandom(rvec,NULL);CHKERRQ(ierr);
7976     ierr = MatMult(mat,rvec,lvec);CHKERRQ(ierr);
7977     ierr = VecScale(lvec,-1.0);CHKERRQ(ierr);
7978     ierr = MatMultAdd(*mat_n,rvec,lvec,lvec);CHKERRQ(ierr);
7979     ierr = VecNorm(lvec,NORM_INFINITY,&infty_error);CHKERRQ(ierr);
7980     ierr = PetscPrintf(PetscObjectComm((PetscObject)mat),"Infinity error subassembling %1.6e\n",infty_error);
7981     ierr = VecDestroy(&rvec);CHKERRQ(ierr);
7982     ierr = VecDestroy(&lvec);CHKERRQ(ierr);
7983   }
7984 #endif
7985 
7986   /* assemble new additional is (if any) */
7987   if (nis) {
7988     PetscInt **temp_idxs,*count_is,j,psum;
7989 
7990     ierr = MPI_Waitall(n_recvs,recv_req_idxs_is,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7991     ierr = PetscCalloc1(nis,&count_is);CHKERRQ(ierr);
7992     ptr_idxs = recv_buffer_idxs_is;
7993     psum = 0;
7994     for (i=0;i<n_recvs;i++) {
7995       for (j=0;j<nis;j++) {
7996         PetscInt plen = *(ptr_idxs); /* first element is the local size of IS's indices */
7997         count_is[j] += plen; /* increment counting of buffer for j-th IS */
7998         psum += plen;
7999         ptr_idxs += plen+1; /* shift pointer to received data */
8000       }
8001     }
8002     ierr = PetscMalloc1(nis,&temp_idxs);CHKERRQ(ierr);
8003     ierr = PetscMalloc1(psum,&temp_idxs[0]);CHKERRQ(ierr);
8004     for (i=1;i<nis;i++) {
8005       temp_idxs[i] = temp_idxs[i-1]+count_is[i-1];
8006     }
8007     ierr = PetscArrayzero(count_is,nis);CHKERRQ(ierr);
8008     ptr_idxs = recv_buffer_idxs_is;
8009     for (i=0;i<n_recvs;i++) {
8010       for (j=0;j<nis;j++) {
8011         PetscInt plen = *(ptr_idxs); /* first element is the local size of IS's indices */
8012         ierr = PetscArraycpy(&temp_idxs[j][count_is[j]],ptr_idxs+1,plen);CHKERRQ(ierr);
8013         count_is[j] += plen; /* increment starting point of buffer for j-th IS */
8014         ptr_idxs += plen+1; /* shift pointer to received data */
8015       }
8016     }
8017     for (i=0;i<nis;i++) {
8018       ierr = ISDestroy(&isarray[i]);CHKERRQ(ierr);
8019       ierr = PetscSortRemoveDupsInt(&count_is[i],temp_idxs[i]);CHKERRQ(ierr);CHKERRQ(ierr);
8020       ierr = ISCreateGeneral(comm_n,count_is[i],temp_idxs[i],PETSC_COPY_VALUES,&isarray[i]);CHKERRQ(ierr);
8021     }
8022     ierr = PetscFree(count_is);CHKERRQ(ierr);
8023     ierr = PetscFree(temp_idxs[0]);CHKERRQ(ierr);
8024     ierr = PetscFree(temp_idxs);CHKERRQ(ierr);
8025   }
8026   /* free workspace */
8027   ierr = PetscFree(recv_buffer_idxs_is);CHKERRQ(ierr);
8028   ierr = MPI_Waitall(n_sends,send_req_idxs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
8029   ierr = PetscFree(send_buffer_idxs);CHKERRQ(ierr);
8030   ierr = MPI_Waitall(n_sends,send_req_vals,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
8031   if (isdense) {
8032     ierr = MatISGetLocalMat(mat,&local_mat);CHKERRQ(ierr);
8033     ierr = MatDenseRestoreArrayRead(local_mat,&send_buffer_vals);CHKERRQ(ierr);
8034     ierr = MatISRestoreLocalMat(mat,&local_mat);CHKERRQ(ierr);
8035   } else {
8036     /* ierr = PetscFree(send_buffer_vals);CHKERRQ(ierr); */
8037   }
8038   if (nis) {
8039     ierr = MPI_Waitall(n_sends,send_req_idxs_is,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
8040     ierr = PetscFree(send_buffer_idxs_is);CHKERRQ(ierr);
8041   }
8042 
8043   if (nvecs) {
8044     ierr = MPI_Waitall(n_recvs,recv_req_vecs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
8045     ierr = MPI_Waitall(n_sends,send_req_vecs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
8046     ierr = VecRestoreArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
8047     ierr = VecDestroy(&nnsp_vec[0]);CHKERRQ(ierr);
8048     ierr = VecCreate(comm_n,&nnsp_vec[0]);CHKERRQ(ierr);
8049     ierr = VecSetSizes(nnsp_vec[0],new_local_rows,PETSC_DECIDE);CHKERRQ(ierr);
8050     ierr = VecSetType(nnsp_vec[0],VECSTANDARD);CHKERRQ(ierr);
8051     /* set values */
8052     ptr_vals = recv_buffer_vecs;
8053     ptr_idxs = recv_buffer_idxs_local;
8054     ierr = VecGetArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
8055     for (i=0;i<n_recvs;i++) {
8056       PetscInt j;
8057       for (j=0;j<*(ptr_idxs+1);j++) {
8058         send_buffer_vecs[*(ptr_idxs+2+j)] += *(ptr_vals + j);
8059       }
8060       ptr_idxs += olengths_idxs[i];
8061       ptr_vals += olengths_idxs[i]-2;
8062     }
8063     ierr = VecRestoreArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
8064     ierr = VecAssemblyBegin(nnsp_vec[0]);CHKERRQ(ierr);
8065     ierr = VecAssemblyEnd(nnsp_vec[0]);CHKERRQ(ierr);
8066   }
8067 
8068   ierr = PetscFree(recv_buffer_vecs);CHKERRQ(ierr);
8069   ierr = PetscFree(recv_buffer_idxs_local);CHKERRQ(ierr);
8070   ierr = PetscFree(recv_req_idxs);CHKERRQ(ierr);
8071   ierr = PetscFree(recv_req_vals);CHKERRQ(ierr);
8072   ierr = PetscFree(recv_req_vecs);CHKERRQ(ierr);
8073   ierr = PetscFree(recv_req_idxs_is);CHKERRQ(ierr);
8074   ierr = PetscFree(send_req_idxs);CHKERRQ(ierr);
8075   ierr = PetscFree(send_req_vals);CHKERRQ(ierr);
8076   ierr = PetscFree(send_req_vecs);CHKERRQ(ierr);
8077   ierr = PetscFree(send_req_idxs_is);CHKERRQ(ierr);
8078   ierr = PetscFree(ilengths_vals);CHKERRQ(ierr);
8079   ierr = PetscFree(ilengths_idxs);CHKERRQ(ierr);
8080   ierr = PetscFree(olengths_vals);CHKERRQ(ierr);
8081   ierr = PetscFree(olengths_idxs);CHKERRQ(ierr);
8082   ierr = PetscFree(onodes);CHKERRQ(ierr);
8083   if (nis) {
8084     ierr = PetscFree(ilengths_idxs_is);CHKERRQ(ierr);
8085     ierr = PetscFree(olengths_idxs_is);CHKERRQ(ierr);
8086     ierr = PetscFree(onodes_is);CHKERRQ(ierr);
8087   }
8088   ierr = PetscSubcommDestroy(&subcomm);CHKERRQ(ierr);
8089   if (destroy_mat) { /* destroy mat is true only if restrict comm is true and process will not partecipate */
8090     ierr = MatDestroy(mat_n);CHKERRQ(ierr);
8091     for (i=0;i<nis;i++) {
8092       ierr = ISDestroy(&isarray[i]);CHKERRQ(ierr);
8093     }
8094     if (nvecs) { /* need to match VecDestroy nnsp_vec called in the other code path */
8095       ierr = VecDestroy(&nnsp_vec[0]);CHKERRQ(ierr);
8096     }
8097     *mat_n = NULL;
8098   }
8099   PetscFunctionReturn(0);
8100 }
8101 
8102 /* temporary hack into ksp private data structure */
8103 #include <petsc/private/kspimpl.h>
8104 
8105 PetscErrorCode PCBDDCSetUpCoarseSolver(PC pc,PetscScalar* coarse_submat_vals)
8106 {
8107   PC_BDDC                *pcbddc = (PC_BDDC*)pc->data;
8108   PC_IS                  *pcis = (PC_IS*)pc->data;
8109   Mat                    coarse_mat,coarse_mat_is,coarse_submat_dense;
8110   Mat                    coarsedivudotp = NULL;
8111   Mat                    coarseG,t_coarse_mat_is;
8112   MatNullSpace           CoarseNullSpace = NULL;
8113   ISLocalToGlobalMapping coarse_islg;
8114   IS                     coarse_is,*isarray,corners;
8115   PetscInt               i,im_active=-1,active_procs=-1;
8116   PetscInt               nis,nisdofs,nisneu,nisvert;
8117   PetscInt               coarse_eqs_per_proc;
8118   PC                     pc_temp;
8119   PCType                 coarse_pc_type;
8120   KSPType                coarse_ksp_type;
8121   PetscBool              multilevel_requested,multilevel_allowed;
8122   PetscBool              coarse_reuse;
8123   PetscInt               ncoarse,nedcfield;
8124   PetscBool              compute_vecs = PETSC_FALSE;
8125   PetscScalar            *array;
8126   MatReuse               coarse_mat_reuse;
8127   PetscBool              restr, full_restr, have_void;
8128   PetscMPIInt            size;
8129   PetscErrorCode         ierr;
8130 
8131   PetscFunctionBegin;
8132   ierr = PetscLogEventBegin(PC_BDDC_CoarseSetUp[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
8133   /* Assign global numbering to coarse dofs */
8134   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 */
8135     PetscInt ocoarse_size;
8136     compute_vecs = PETSC_TRUE;
8137 
8138     pcbddc->new_primal_space = PETSC_TRUE;
8139     ocoarse_size = pcbddc->coarse_size;
8140     ierr = PetscFree(pcbddc->global_primal_indices);CHKERRQ(ierr);
8141     ierr = PCBDDCComputePrimalNumbering(pc,&pcbddc->coarse_size,&pcbddc->global_primal_indices);CHKERRQ(ierr);
8142     /* see if we can avoid some work */
8143     if (pcbddc->coarse_ksp) { /* coarse ksp has already been created */
8144       /* if the coarse size is different or we are using adaptive selection, better to not reuse the coarse matrix */
8145       if (ocoarse_size != pcbddc->coarse_size || pcbddc->adaptive_selection) {
8146         ierr = KSPReset(pcbddc->coarse_ksp);CHKERRQ(ierr);
8147         coarse_reuse = PETSC_FALSE;
8148       } else { /* we can safely reuse already computed coarse matrix */
8149         coarse_reuse = PETSC_TRUE;
8150       }
8151     } else { /* there's no coarse ksp, so we need to create the coarse matrix too */
8152       coarse_reuse = PETSC_FALSE;
8153     }
8154     /* reset any subassembling information */
8155     if (!coarse_reuse || pcbddc->recompute_topography) {
8156       ierr = ISDestroy(&pcbddc->coarse_subassembling);CHKERRQ(ierr);
8157     }
8158   } else { /* primal space is unchanged, so we can reuse coarse matrix */
8159     coarse_reuse = PETSC_TRUE;
8160   }
8161   if (coarse_reuse && pcbddc->coarse_ksp) {
8162     ierr = KSPGetOperators(pcbddc->coarse_ksp,&coarse_mat,NULL);CHKERRQ(ierr);
8163     ierr = PetscObjectReference((PetscObject)coarse_mat);CHKERRQ(ierr);
8164     coarse_mat_reuse = MAT_REUSE_MATRIX;
8165   } else {
8166     coarse_mat = NULL;
8167     coarse_mat_reuse = MAT_INITIAL_MATRIX;
8168   }
8169 
8170   /* creates temporary l2gmap and IS for coarse indexes */
8171   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),pcbddc->local_primal_size,pcbddc->global_primal_indices,PETSC_COPY_VALUES,&coarse_is);CHKERRQ(ierr);
8172   ierr = ISLocalToGlobalMappingCreateIS(coarse_is,&coarse_islg);CHKERRQ(ierr);
8173 
8174   /* creates temporary MATIS object for coarse matrix */
8175   ierr = MatCreateSeqDense(PETSC_COMM_SELF,pcbddc->local_primal_size,pcbddc->local_primal_size,coarse_submat_vals,&coarse_submat_dense);CHKERRQ(ierr);
8176   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);
8177   ierr = MatISSetLocalMat(t_coarse_mat_is,coarse_submat_dense);CHKERRQ(ierr);
8178   ierr = MatAssemblyBegin(t_coarse_mat_is,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
8179   ierr = MatAssemblyEnd(t_coarse_mat_is,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
8180   ierr = MatDestroy(&coarse_submat_dense);CHKERRQ(ierr);
8181 
8182   /* count "active" (i.e. with positive local size) and "void" processes */
8183   im_active = !!(pcis->n);
8184   ierr = MPIU_Allreduce(&im_active,&active_procs,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
8185 
8186   /* determine number of processes partecipating to coarse solver and compute subassembling pattern */
8187   /* restr : whether we want to exclude senders (which are not receivers) from the subassembling pattern */
8188   /* full_restr : just use the receivers from the subassembling pattern */
8189   ierr = MPI_Comm_size(PetscObjectComm((PetscObject)pc),&size);CHKERRQ(ierr);
8190   coarse_mat_is        = NULL;
8191   multilevel_allowed   = PETSC_FALSE;
8192   multilevel_requested = PETSC_FALSE;
8193   coarse_eqs_per_proc  = PetscMin(PetscMax(pcbddc->coarse_size,1),pcbddc->coarse_eqs_per_proc);
8194   if (coarse_eqs_per_proc < 0) coarse_eqs_per_proc = pcbddc->coarse_size;
8195   if (pcbddc->current_level < pcbddc->max_levels) multilevel_requested = PETSC_TRUE;
8196   if (pcbddc->coarse_size <= pcbddc->coarse_eqs_limit) multilevel_requested = PETSC_FALSE;
8197   if (multilevel_requested) {
8198     ncoarse    = active_procs/pcbddc->coarsening_ratio;
8199     restr      = PETSC_FALSE;
8200     full_restr = PETSC_FALSE;
8201   } else {
8202     ncoarse    = pcbddc->coarse_size/coarse_eqs_per_proc + !!(pcbddc->coarse_size%coarse_eqs_per_proc);
8203     restr      = PETSC_TRUE;
8204     full_restr = PETSC_TRUE;
8205   }
8206   if (!pcbddc->coarse_size || size == 1) multilevel_allowed = multilevel_requested = restr = full_restr = PETSC_FALSE;
8207   ncoarse = PetscMax(1,ncoarse);
8208   if (!pcbddc->coarse_subassembling) {
8209     if (pcbddc->coarsening_ratio > 1) {
8210       if (multilevel_requested) {
8211         ierr = PCBDDCMatISGetSubassemblingPattern(pc->pmat,&ncoarse,pcbddc->coarse_adj_red,&pcbddc->coarse_subassembling,&have_void);CHKERRQ(ierr);
8212       } else {
8213         ierr = PCBDDCMatISGetSubassemblingPattern(t_coarse_mat_is,&ncoarse,pcbddc->coarse_adj_red,&pcbddc->coarse_subassembling,&have_void);CHKERRQ(ierr);
8214       }
8215     } else {
8216       PetscMPIInt rank;
8217 
8218       ierr = MPI_Comm_rank(PetscObjectComm((PetscObject)pc),&rank);CHKERRQ(ierr);
8219       have_void = (active_procs == (PetscInt)size) ? PETSC_FALSE : PETSC_TRUE;
8220       ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),1,rank,1,&pcbddc->coarse_subassembling);CHKERRQ(ierr);
8221     }
8222   } else { /* if a subassembling pattern exists, then we can reuse the coarse ksp and compute the number of process involved */
8223     PetscInt    psum;
8224     if (pcbddc->coarse_ksp) psum = 1;
8225     else psum = 0;
8226     ierr = MPIU_Allreduce(&psum,&ncoarse,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
8227     have_void = ncoarse < size ? PETSC_TRUE : PETSC_FALSE;
8228   }
8229   /* determine if we can go multilevel */
8230   if (multilevel_requested) {
8231     if (ncoarse > 1) multilevel_allowed = PETSC_TRUE; /* found enough processes */
8232     else restr = full_restr = PETSC_TRUE; /* 1 subdomain, use a direct solver */
8233   }
8234   if (multilevel_allowed && have_void) restr = PETSC_TRUE;
8235 
8236   /* dump subassembling pattern */
8237   if (pcbddc->dbg_flag && multilevel_allowed) {
8238     ierr = ISView(pcbddc->coarse_subassembling,pcbddc->dbg_viewer);CHKERRQ(ierr);
8239   }
8240   /* compute dofs splitting and neumann boundaries for coarse dofs */
8241   nedcfield = -1;
8242   corners = NULL;
8243   if (multilevel_allowed && !coarse_reuse && (pcbddc->n_ISForDofsLocal || pcbddc->NeumannBoundariesLocal || pcbddc->nedclocal || pcbddc->corner_selected)) { /* protects from unneeded computations */
8244     PetscInt               *tidxs,*tidxs2,nout,tsize,i;
8245     const PetscInt         *idxs;
8246     ISLocalToGlobalMapping tmap;
8247 
8248     /* create map between primal indices (in local representative ordering) and local primal numbering */
8249     ierr = ISLocalToGlobalMappingCreate(PETSC_COMM_SELF,1,pcbddc->local_primal_size,pcbddc->primal_indices_local_idxs,PETSC_COPY_VALUES,&tmap);CHKERRQ(ierr);
8250     /* allocate space for temporary storage */
8251     ierr = PetscMalloc1(pcbddc->local_primal_size,&tidxs);CHKERRQ(ierr);
8252     ierr = PetscMalloc1(pcbddc->local_primal_size,&tidxs2);CHKERRQ(ierr);
8253     /* allocate for IS array */
8254     nisdofs = pcbddc->n_ISForDofsLocal;
8255     if (pcbddc->nedclocal) {
8256       if (pcbddc->nedfield > -1) {
8257         nedcfield = pcbddc->nedfield;
8258       } else {
8259         nedcfield = 0;
8260         if (nisdofs) SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"This should not happen (%D)",nisdofs);
8261         nisdofs = 1;
8262       }
8263     }
8264     nisneu = !!pcbddc->NeumannBoundariesLocal;
8265     nisvert = 0; /* nisvert is not used */
8266     nis = nisdofs + nisneu + nisvert;
8267     ierr = PetscMalloc1(nis,&isarray);CHKERRQ(ierr);
8268     /* dofs splitting */
8269     for (i=0;i<nisdofs;i++) {
8270       /* ierr = ISView(pcbddc->ISForDofsLocal[i],0);CHKERRQ(ierr); */
8271       if (nedcfield != i) {
8272         ierr = ISGetLocalSize(pcbddc->ISForDofsLocal[i],&tsize);CHKERRQ(ierr);
8273         ierr = ISGetIndices(pcbddc->ISForDofsLocal[i],&idxs);CHKERRQ(ierr);
8274         ierr = ISGlobalToLocalMappingApply(tmap,IS_GTOLM_DROP,tsize,idxs,&nout,tidxs);CHKERRQ(ierr);
8275         ierr = ISRestoreIndices(pcbddc->ISForDofsLocal[i],&idxs);CHKERRQ(ierr);
8276       } else {
8277         ierr = ISGetLocalSize(pcbddc->nedclocal,&tsize);CHKERRQ(ierr);
8278         ierr = ISGetIndices(pcbddc->nedclocal,&idxs);CHKERRQ(ierr);
8279         ierr = ISGlobalToLocalMappingApply(tmap,IS_GTOLM_DROP,tsize,idxs,&nout,tidxs);CHKERRQ(ierr);
8280         if (tsize != nout) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Failed when mapping coarse nedelec field! %D != %D",tsize,nout);
8281         ierr = ISRestoreIndices(pcbddc->nedclocal,&idxs);CHKERRQ(ierr);
8282       }
8283       ierr = ISLocalToGlobalMappingApply(coarse_islg,nout,tidxs,tidxs2);CHKERRQ(ierr);
8284       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),nout,tidxs2,PETSC_COPY_VALUES,&isarray[i]);CHKERRQ(ierr);
8285       /* ierr = ISView(isarray[i],0);CHKERRQ(ierr); */
8286     }
8287     /* neumann boundaries */
8288     if (pcbddc->NeumannBoundariesLocal) {
8289       /* ierr = ISView(pcbddc->NeumannBoundariesLocal,0);CHKERRQ(ierr); */
8290       ierr = ISGetLocalSize(pcbddc->NeumannBoundariesLocal,&tsize);CHKERRQ(ierr);
8291       ierr = ISGetIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
8292       ierr = ISGlobalToLocalMappingApply(tmap,IS_GTOLM_DROP,tsize,idxs,&nout,tidxs);CHKERRQ(ierr);
8293       ierr = ISRestoreIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
8294       ierr = ISLocalToGlobalMappingApply(coarse_islg,nout,tidxs,tidxs2);CHKERRQ(ierr);
8295       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),nout,tidxs2,PETSC_COPY_VALUES,&isarray[nisdofs]);CHKERRQ(ierr);
8296       /* ierr = ISView(isarray[nisdofs],0);CHKERRQ(ierr); */
8297     }
8298     /* coordinates */
8299     if (pcbddc->corner_selected) {
8300       ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,NULL,NULL,NULL,NULL,&corners);CHKERRQ(ierr);
8301       ierr = ISGetLocalSize(corners,&tsize);CHKERRQ(ierr);
8302       ierr = ISGetIndices(corners,&idxs);CHKERRQ(ierr);
8303       ierr = ISGlobalToLocalMappingApply(tmap,IS_GTOLM_DROP,tsize,idxs,&nout,tidxs);CHKERRQ(ierr);
8304       if (tsize != nout) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Failed when mapping corners! %D != %D",tsize,nout);
8305       ierr = ISRestoreIndices(corners,&idxs);CHKERRQ(ierr);
8306       ierr = PCBDDCGraphRestoreCandidatesIS(pcbddc->mat_graph,NULL,NULL,NULL,NULL,&corners);CHKERRQ(ierr);
8307       ierr = ISLocalToGlobalMappingApply(coarse_islg,nout,tidxs,tidxs2);CHKERRQ(ierr);
8308       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),nout,tidxs2,PETSC_COPY_VALUES,&corners);CHKERRQ(ierr);
8309     }
8310     ierr = PetscFree(tidxs);CHKERRQ(ierr);
8311     ierr = PetscFree(tidxs2);CHKERRQ(ierr);
8312     ierr = ISLocalToGlobalMappingDestroy(&tmap);CHKERRQ(ierr);
8313   } else {
8314     nis = 0;
8315     nisdofs = 0;
8316     nisneu = 0;
8317     nisvert = 0;
8318     isarray = NULL;
8319   }
8320   /* destroy no longer needed map */
8321   ierr = ISLocalToGlobalMappingDestroy(&coarse_islg);CHKERRQ(ierr);
8322 
8323   /* subassemble */
8324   if (multilevel_allowed) {
8325     Vec       vp[1];
8326     PetscInt  nvecs = 0;
8327     PetscBool reuse,reuser;
8328 
8329     if (coarse_mat) reuse = PETSC_TRUE;
8330     else reuse = PETSC_FALSE;
8331     ierr = MPIU_Allreduce(&reuse,&reuser,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
8332     vp[0] = NULL;
8333     if (pcbddc->benign_have_null) { /* propagate no-net-flux quadrature to coarser level */
8334       ierr = VecCreate(PetscObjectComm((PetscObject)pc),&vp[0]);CHKERRQ(ierr);
8335       ierr = VecSetSizes(vp[0],pcbddc->local_primal_size,PETSC_DECIDE);CHKERRQ(ierr);
8336       ierr = VecSetType(vp[0],VECSTANDARD);CHKERRQ(ierr);
8337       nvecs = 1;
8338 
8339       if (pcbddc->divudotp) {
8340         Mat      B,loc_divudotp;
8341         Vec      v,p;
8342         IS       dummy;
8343         PetscInt np;
8344 
8345         ierr = MatISGetLocalMat(pcbddc->divudotp,&loc_divudotp);CHKERRQ(ierr);
8346         ierr = MatGetSize(loc_divudotp,&np,NULL);CHKERRQ(ierr);
8347         ierr = ISCreateStride(PETSC_COMM_SELF,np,0,1,&dummy);CHKERRQ(ierr);
8348         ierr = MatCreateSubMatrix(loc_divudotp,dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B);CHKERRQ(ierr);
8349         ierr = MatCreateVecs(B,&v,&p);CHKERRQ(ierr);
8350         ierr = VecSet(p,1.);CHKERRQ(ierr);
8351         ierr = MatMultTranspose(B,p,v);CHKERRQ(ierr);
8352         ierr = VecDestroy(&p);CHKERRQ(ierr);
8353         ierr = MatDestroy(&B);CHKERRQ(ierr);
8354         ierr = VecGetArray(vp[0],&array);CHKERRQ(ierr);
8355         ierr = VecPlaceArray(pcbddc->vec1_P,array);CHKERRQ(ierr);
8356         ierr = VecRestoreArray(vp[0],&array);CHKERRQ(ierr);
8357         ierr = MatMultTranspose(pcbddc->coarse_phi_B,v,pcbddc->vec1_P);CHKERRQ(ierr);
8358         ierr = VecResetArray(pcbddc->vec1_P);CHKERRQ(ierr);
8359         ierr = ISDestroy(&dummy);CHKERRQ(ierr);
8360         ierr = VecDestroy(&v);CHKERRQ(ierr);
8361       }
8362     }
8363     if (reuser) {
8364       ierr = PCBDDCMatISSubassemble(t_coarse_mat_is,pcbddc->coarse_subassembling,0,restr,full_restr,PETSC_TRUE,&coarse_mat,nis,isarray,nvecs,vp);CHKERRQ(ierr);
8365     } else {
8366       ierr = PCBDDCMatISSubassemble(t_coarse_mat_is,pcbddc->coarse_subassembling,0,restr,full_restr,PETSC_FALSE,&coarse_mat_is,nis,isarray,nvecs,vp);CHKERRQ(ierr);
8367     }
8368     if (vp[0]) { /* vp[0] could have been placed on a different set of processes */
8369       PetscScalar       *arraym;
8370       const PetscScalar *arrayv;
8371       PetscInt          nl;
8372       ierr = VecGetLocalSize(vp[0],&nl);CHKERRQ(ierr);
8373       ierr = MatCreateSeqDense(PETSC_COMM_SELF,1,nl,NULL,&coarsedivudotp);CHKERRQ(ierr);
8374       ierr = MatDenseGetArray(coarsedivudotp,&arraym);CHKERRQ(ierr);
8375       ierr = VecGetArrayRead(vp[0],&arrayv);CHKERRQ(ierr);
8376       ierr = PetscArraycpy(arraym,arrayv,nl);CHKERRQ(ierr);
8377       ierr = VecRestoreArrayRead(vp[0],&arrayv);CHKERRQ(ierr);
8378       ierr = MatDenseRestoreArray(coarsedivudotp,&arraym);CHKERRQ(ierr);
8379       ierr = VecDestroy(&vp[0]);CHKERRQ(ierr);
8380     } else {
8381       ierr = MatCreateSeqAIJ(PETSC_COMM_SELF,0,0,1,NULL,&coarsedivudotp);CHKERRQ(ierr);
8382     }
8383   } else {
8384     ierr = PCBDDCMatISSubassemble(t_coarse_mat_is,pcbddc->coarse_subassembling,0,restr,full_restr,PETSC_FALSE,&coarse_mat_is,0,NULL,0,NULL);CHKERRQ(ierr);
8385   }
8386   if (coarse_mat_is || coarse_mat) {
8387     if (!multilevel_allowed) {
8388       ierr = MatConvert(coarse_mat_is,MATAIJ,coarse_mat_reuse,&coarse_mat);CHKERRQ(ierr);
8389     } else {
8390       /* if this matrix is present, it means we are not reusing the coarse matrix */
8391       if (coarse_mat_is) {
8392         if (coarse_mat) SETERRQ(PetscObjectComm((PetscObject)coarse_mat_is),PETSC_ERR_PLIB,"This should not happen");
8393         ierr = PetscObjectReference((PetscObject)coarse_mat_is);CHKERRQ(ierr);
8394         coarse_mat = coarse_mat_is;
8395       }
8396     }
8397   }
8398   ierr = MatDestroy(&t_coarse_mat_is);CHKERRQ(ierr);
8399   ierr = MatDestroy(&coarse_mat_is);CHKERRQ(ierr);
8400 
8401   /* create local to global scatters for coarse problem */
8402   if (compute_vecs) {
8403     PetscInt lrows;
8404     ierr = VecDestroy(&pcbddc->coarse_vec);CHKERRQ(ierr);
8405     if (coarse_mat) {
8406       ierr = MatGetLocalSize(coarse_mat,&lrows,NULL);CHKERRQ(ierr);
8407     } else {
8408       lrows = 0;
8409     }
8410     ierr = VecCreate(PetscObjectComm((PetscObject)pc),&pcbddc->coarse_vec);CHKERRQ(ierr);
8411     ierr = VecSetSizes(pcbddc->coarse_vec,lrows,PETSC_DECIDE);CHKERRQ(ierr);
8412     ierr = VecSetType(pcbddc->coarse_vec,coarse_mat ? coarse_mat->defaultvectype : VECSTANDARD);CHKERRQ(ierr);
8413     ierr = VecScatterDestroy(&pcbddc->coarse_loc_to_glob);CHKERRQ(ierr);
8414     ierr = VecScatterCreate(pcbddc->vec1_P,NULL,pcbddc->coarse_vec,coarse_is,&pcbddc->coarse_loc_to_glob);CHKERRQ(ierr);
8415   }
8416   ierr = ISDestroy(&coarse_is);CHKERRQ(ierr);
8417 
8418   /* set defaults for coarse KSP and PC */
8419   if (multilevel_allowed) {
8420     coarse_ksp_type = KSPRICHARDSON;
8421     coarse_pc_type  = PCBDDC;
8422   } else {
8423     coarse_ksp_type = KSPPREONLY;
8424     coarse_pc_type  = PCREDUNDANT;
8425   }
8426 
8427   /* print some info if requested */
8428   if (pcbddc->dbg_flag) {
8429     if (!multilevel_allowed) {
8430       ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
8431       if (multilevel_requested) {
8432         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);
8433       } else if (pcbddc->max_levels) {
8434         ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Maximum number of requested levels reached (%D)\n",pcbddc->max_levels);CHKERRQ(ierr);
8435       }
8436       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8437     }
8438   }
8439 
8440   /* communicate coarse discrete gradient */
8441   coarseG = NULL;
8442   if (pcbddc->nedcG && multilevel_allowed) {
8443     MPI_Comm ccomm;
8444     if (coarse_mat) {
8445       ccomm = PetscObjectComm((PetscObject)coarse_mat);
8446     } else {
8447       ccomm = MPI_COMM_NULL;
8448     }
8449     ierr = MatMPIAIJRestrict(pcbddc->nedcG,ccomm,&coarseG);CHKERRQ(ierr);
8450   }
8451 
8452   /* create the coarse KSP object only once with defaults */
8453   if (coarse_mat) {
8454     PetscBool   isredundant,isbddc,force,valid;
8455     PetscViewer dbg_viewer = NULL;
8456 
8457     if (pcbddc->dbg_flag) {
8458       dbg_viewer = PETSC_VIEWER_STDOUT_(PetscObjectComm((PetscObject)coarse_mat));
8459       ierr = PetscViewerASCIIAddTab(dbg_viewer,2*pcbddc->current_level);CHKERRQ(ierr);
8460     }
8461     if (!pcbddc->coarse_ksp) {
8462       char   prefix[256],str_level[16];
8463       size_t len;
8464 
8465       ierr = KSPCreate(PetscObjectComm((PetscObject)coarse_mat),&pcbddc->coarse_ksp);CHKERRQ(ierr);
8466       ierr = KSPSetErrorIfNotConverged(pcbddc->coarse_ksp,pc->erroriffailure);CHKERRQ(ierr);
8467       ierr = PetscObjectIncrementTabLevel((PetscObject)pcbddc->coarse_ksp,(PetscObject)pc,1);CHKERRQ(ierr);
8468       ierr = KSPSetTolerances(pcbddc->coarse_ksp,PETSC_DEFAULT,PETSC_DEFAULT,PETSC_DEFAULT,1);CHKERRQ(ierr);
8469       ierr = KSPSetOperators(pcbddc->coarse_ksp,coarse_mat,coarse_mat);CHKERRQ(ierr);
8470       ierr = KSPSetType(pcbddc->coarse_ksp,coarse_ksp_type);CHKERRQ(ierr);
8471       ierr = KSPSetNormType(pcbddc->coarse_ksp,KSP_NORM_NONE);CHKERRQ(ierr);
8472       ierr = KSPGetPC(pcbddc->coarse_ksp,&pc_temp);CHKERRQ(ierr);
8473       /* TODO is this logic correct? should check for coarse_mat type */
8474       ierr = PCSetType(pc_temp,coarse_pc_type);CHKERRQ(ierr);
8475       /* prefix */
8476       ierr = PetscStrcpy(prefix,"");CHKERRQ(ierr);
8477       ierr = PetscStrcpy(str_level,"");CHKERRQ(ierr);
8478       if (!pcbddc->current_level) {
8479         ierr = PetscStrncpy(prefix,((PetscObject)pc)->prefix,sizeof(prefix));CHKERRQ(ierr);
8480         ierr = PetscStrlcat(prefix,"pc_bddc_coarse_",sizeof(prefix));CHKERRQ(ierr);
8481       } else {
8482         ierr = PetscStrlen(((PetscObject)pc)->prefix,&len);CHKERRQ(ierr);
8483         if (pcbddc->current_level>1) len -= 3; /* remove "lX_" with X level number */
8484         if (pcbddc->current_level>10) len -= 1; /* remove another char from level number */
8485         /* Nonstandard use of PetscStrncpy() to copy only a portion of the string */
8486         ierr = PetscStrncpy(prefix,((PetscObject)pc)->prefix,len+1);CHKERRQ(ierr);
8487         ierr = PetscSNPrintf(str_level,sizeof(str_level),"l%d_",(int)(pcbddc->current_level));CHKERRQ(ierr);
8488         ierr = PetscStrlcat(prefix,str_level,sizeof(prefix));CHKERRQ(ierr);
8489       }
8490       ierr = KSPSetOptionsPrefix(pcbddc->coarse_ksp,prefix);CHKERRQ(ierr);
8491       /* propagate BDDC info to the next level (these are dummy calls if pc_temp is not of type PCBDDC) */
8492       ierr = PCBDDCSetLevel(pc_temp,pcbddc->current_level+1);CHKERRQ(ierr);
8493       ierr = PCBDDCSetCoarseningRatio(pc_temp,pcbddc->coarsening_ratio);CHKERRQ(ierr);
8494       ierr = PCBDDCSetLevels(pc_temp,pcbddc->max_levels);CHKERRQ(ierr);
8495       /* allow user customization */
8496       ierr = KSPSetFromOptions(pcbddc->coarse_ksp);CHKERRQ(ierr);
8497       /* get some info after set from options */
8498       ierr = KSPGetPC(pcbddc->coarse_ksp,&pc_temp);CHKERRQ(ierr);
8499       /* multilevel cannot be done with coarse PC different from BDDC, NN, HPDDM, unless forced to */
8500       force = PETSC_FALSE;
8501       ierr = PetscOptionsGetBool(NULL,((PetscObject)pc_temp)->prefix,"-pc_type_forced",&force,NULL);CHKERRQ(ierr);
8502       ierr = PetscObjectTypeCompareAny((PetscObject)pc_temp,&valid,PCBDDC,PCNN,PCHPDDM,"");CHKERRQ(ierr);
8503       ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCBDDC,&isbddc);CHKERRQ(ierr);
8504       if (multilevel_allowed && !force && !valid) {
8505         isbddc = PETSC_TRUE;
8506         ierr   = PCSetType(pc_temp,PCBDDC);CHKERRQ(ierr);
8507         ierr   = PCBDDCSetLevel(pc_temp,pcbddc->current_level+1);CHKERRQ(ierr);
8508         ierr   = PCBDDCSetCoarseningRatio(pc_temp,pcbddc->coarsening_ratio);CHKERRQ(ierr);
8509         ierr   = PCBDDCSetLevels(pc_temp,pcbddc->max_levels);CHKERRQ(ierr);
8510         if (pc_temp->ops->setfromoptions) { /* need to setfromoptions again, skipping the pc_type */
8511           ierr = PetscObjectOptionsBegin((PetscObject)pc_temp);CHKERRQ(ierr);
8512           ierr = (*pc_temp->ops->setfromoptions)(PetscOptionsObject,pc_temp);CHKERRQ(ierr);
8513           ierr = PetscObjectProcessOptionsHandlers(PetscOptionsObject,(PetscObject)pc_temp);CHKERRQ(ierr);
8514           ierr = PetscOptionsEnd();CHKERRQ(ierr);
8515           pc_temp->setfromoptionscalled++;
8516         }
8517       }
8518     }
8519     /* propagate BDDC info to the next level (these are dummy calls if pc_temp is not of type PCBDDC) */
8520     ierr = KSPGetPC(pcbddc->coarse_ksp,&pc_temp);CHKERRQ(ierr);
8521     if (nisdofs) {
8522       ierr = PCBDDCSetDofsSplitting(pc_temp,nisdofs,isarray);CHKERRQ(ierr);
8523       for (i=0;i<nisdofs;i++) {
8524         ierr = ISDestroy(&isarray[i]);CHKERRQ(ierr);
8525       }
8526     }
8527     if (nisneu) {
8528       ierr = PCBDDCSetNeumannBoundaries(pc_temp,isarray[nisdofs]);CHKERRQ(ierr);
8529       ierr = ISDestroy(&isarray[nisdofs]);CHKERRQ(ierr);
8530     }
8531     if (nisvert) {
8532       ierr = PCBDDCSetPrimalVerticesIS(pc_temp,isarray[nis-1]);CHKERRQ(ierr);
8533       ierr = ISDestroy(&isarray[nis-1]);CHKERRQ(ierr);
8534     }
8535     if (coarseG) {
8536       ierr = PCBDDCSetDiscreteGradient(pc_temp,coarseG,1,nedcfield,PETSC_FALSE,PETSC_TRUE);CHKERRQ(ierr);
8537     }
8538 
8539     /* get some info after set from options */
8540     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCBDDC,&isbddc);CHKERRQ(ierr);
8541 
8542     /* multilevel can only be requested via -pc_bddc_levels or PCBDDCSetLevels */
8543     if (isbddc && !multilevel_allowed) {
8544       ierr = PCSetType(pc_temp,coarse_pc_type);CHKERRQ(ierr);
8545     }
8546     /* multilevel cannot be done with coarse PC different from BDDC, NN, HPDDM, unless forced to */
8547     force = PETSC_FALSE;
8548     ierr = PetscOptionsGetBool(NULL,((PetscObject)pc_temp)->prefix,"-pc_type_forced",&force,NULL);CHKERRQ(ierr);
8549     ierr = PetscObjectTypeCompareAny((PetscObject)pc_temp,&valid,PCBDDC,PCNN,PCHPDDM,"");CHKERRQ(ierr);
8550     if (multilevel_requested && multilevel_allowed && !valid && !force) {
8551       ierr = PCSetType(pc_temp,PCBDDC);CHKERRQ(ierr);
8552     }
8553     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCREDUNDANT,&isredundant);CHKERRQ(ierr);
8554     if (isredundant) {
8555       KSP inner_ksp;
8556       PC  inner_pc;
8557 
8558       ierr = PCRedundantGetKSP(pc_temp,&inner_ksp);CHKERRQ(ierr);
8559       ierr = KSPGetPC(inner_ksp,&inner_pc);CHKERRQ(ierr);
8560     }
8561 
8562     /* parameters which miss an API */
8563     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCBDDC,&isbddc);CHKERRQ(ierr);
8564     if (isbddc) {
8565       PC_BDDC* pcbddc_coarse = (PC_BDDC*)pc_temp->data;
8566 
8567       pcbddc_coarse->detect_disconnected = PETSC_TRUE;
8568       pcbddc_coarse->coarse_eqs_per_proc = pcbddc->coarse_eqs_per_proc;
8569       pcbddc_coarse->coarse_eqs_limit    = pcbddc->coarse_eqs_limit;
8570       pcbddc_coarse->benign_saddle_point = pcbddc->benign_have_null;
8571       if (pcbddc_coarse->benign_saddle_point) {
8572         Mat                    coarsedivudotp_is;
8573         ISLocalToGlobalMapping l2gmap,rl2g,cl2g;
8574         IS                     row,col;
8575         const PetscInt         *gidxs;
8576         PetscInt               n,st,M,N;
8577 
8578         ierr = MatGetSize(coarsedivudotp,&n,NULL);CHKERRQ(ierr);
8579         ierr = MPI_Scan(&n,&st,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)coarse_mat));CHKERRQ(ierr);
8580         st   = st-n;
8581         ierr = ISCreateStride(PetscObjectComm((PetscObject)coarse_mat),1,st,1,&row);CHKERRQ(ierr);
8582         ierr = MatGetLocalToGlobalMapping(coarse_mat,&l2gmap,NULL);CHKERRQ(ierr);
8583         ierr = ISLocalToGlobalMappingGetSize(l2gmap,&n);CHKERRQ(ierr);
8584         ierr = ISLocalToGlobalMappingGetIndices(l2gmap,&gidxs);CHKERRQ(ierr);
8585         ierr = ISCreateGeneral(PetscObjectComm((PetscObject)coarse_mat),n,gidxs,PETSC_COPY_VALUES,&col);CHKERRQ(ierr);
8586         ierr = ISLocalToGlobalMappingRestoreIndices(l2gmap,&gidxs);CHKERRQ(ierr);
8587         ierr = ISLocalToGlobalMappingCreateIS(row,&rl2g);CHKERRQ(ierr);
8588         ierr = ISLocalToGlobalMappingCreateIS(col,&cl2g);CHKERRQ(ierr);
8589         ierr = ISGetSize(row,&M);CHKERRQ(ierr);
8590         ierr = MatGetSize(coarse_mat,&N,NULL);CHKERRQ(ierr);
8591         ierr = ISDestroy(&row);CHKERRQ(ierr);
8592         ierr = ISDestroy(&col);CHKERRQ(ierr);
8593         ierr = MatCreate(PetscObjectComm((PetscObject)coarse_mat),&coarsedivudotp_is);CHKERRQ(ierr);
8594         ierr = MatSetType(coarsedivudotp_is,MATIS);CHKERRQ(ierr);
8595         ierr = MatSetSizes(coarsedivudotp_is,PETSC_DECIDE,PETSC_DECIDE,M,N);CHKERRQ(ierr);
8596         ierr = MatSetLocalToGlobalMapping(coarsedivudotp_is,rl2g,cl2g);CHKERRQ(ierr);
8597         ierr = ISLocalToGlobalMappingDestroy(&rl2g);CHKERRQ(ierr);
8598         ierr = ISLocalToGlobalMappingDestroy(&cl2g);CHKERRQ(ierr);
8599         ierr = MatISSetLocalMat(coarsedivudotp_is,coarsedivudotp);CHKERRQ(ierr);
8600         ierr = MatDestroy(&coarsedivudotp);CHKERRQ(ierr);
8601         ierr = PCBDDCSetDivergenceMat(pc_temp,coarsedivudotp_is,PETSC_FALSE,NULL);CHKERRQ(ierr);
8602         ierr = MatDestroy(&coarsedivudotp_is);CHKERRQ(ierr);
8603         pcbddc_coarse->adaptive_userdefined = PETSC_TRUE;
8604         if (pcbddc->adaptive_threshold[0] == 0.0) pcbddc_coarse->deluxe_zerorows = PETSC_TRUE;
8605       }
8606     }
8607 
8608     /* propagate symmetry info of coarse matrix */
8609     ierr = MatSetOption(coarse_mat,MAT_STRUCTURALLY_SYMMETRIC,PETSC_TRUE);CHKERRQ(ierr);
8610     if (pc->pmat->symmetric_set) {
8611       ierr = MatSetOption(coarse_mat,MAT_SYMMETRIC,pc->pmat->symmetric);CHKERRQ(ierr);
8612     }
8613     if (pc->pmat->hermitian_set) {
8614       ierr = MatSetOption(coarse_mat,MAT_HERMITIAN,pc->pmat->hermitian);CHKERRQ(ierr);
8615     }
8616     if (pc->pmat->spd_set) {
8617       ierr = MatSetOption(coarse_mat,MAT_SPD,pc->pmat->spd);CHKERRQ(ierr);
8618     }
8619     if (pcbddc->benign_saddle_point && !pcbddc->benign_have_null) {
8620       ierr = MatSetOption(coarse_mat,MAT_SPD,PETSC_TRUE);CHKERRQ(ierr);
8621     }
8622     /* set operators */
8623     ierr = MatViewFromOptions(coarse_mat,(PetscObject)pc,"-pc_bddc_coarse_mat_view");CHKERRQ(ierr);
8624     ierr = MatSetOptionsPrefix(coarse_mat,((PetscObject)pcbddc->coarse_ksp)->prefix);CHKERRQ(ierr);
8625     ierr = KSPSetOperators(pcbddc->coarse_ksp,coarse_mat,coarse_mat);CHKERRQ(ierr);
8626     if (pcbddc->dbg_flag) {
8627       ierr = PetscViewerASCIISubtractTab(dbg_viewer,2*pcbddc->current_level);CHKERRQ(ierr);
8628     }
8629   }
8630   ierr = MatDestroy(&coarseG);CHKERRQ(ierr);
8631   ierr = PetscFree(isarray);CHKERRQ(ierr);
8632 #if 0
8633   {
8634     PetscViewer viewer;
8635     char filename[256];
8636     sprintf(filename,"coarse_mat_level%d.m",pcbddc->current_level);
8637     ierr = PetscViewerASCIIOpen(PetscObjectComm((PetscObject)coarse_mat),filename,&viewer);CHKERRQ(ierr);
8638     ierr = PetscViewerPushFormat(viewer,PETSC_VIEWER_ASCII_MATLAB);CHKERRQ(ierr);
8639     ierr = MatView(coarse_mat,viewer);CHKERRQ(ierr);
8640     ierr = PetscViewerPopFormat(viewer);CHKERRQ(ierr);
8641     ierr = PetscViewerDestroy(&viewer);CHKERRQ(ierr);
8642   }
8643 #endif
8644 
8645   if (corners) {
8646     Vec            gv;
8647     IS             is;
8648     const PetscInt *idxs;
8649     PetscInt       i,d,N,n,cdim = pcbddc->mat_graph->cdim;
8650     PetscScalar    *coords;
8651 
8652     if (!pcbddc->mat_graph->cloc) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Missing local coordinates");
8653     ierr = VecGetSize(pcbddc->coarse_vec,&N);CHKERRQ(ierr);
8654     ierr = VecGetLocalSize(pcbddc->coarse_vec,&n);CHKERRQ(ierr);
8655     ierr = VecCreate(PetscObjectComm((PetscObject)pcbddc->coarse_vec),&gv);CHKERRQ(ierr);
8656     ierr = VecSetBlockSize(gv,cdim);CHKERRQ(ierr);
8657     ierr = VecSetSizes(gv,n*cdim,N*cdim);CHKERRQ(ierr);
8658     ierr = VecSetType(gv,VECSTANDARD);CHKERRQ(ierr);
8659     ierr = VecSetFromOptions(gv);CHKERRQ(ierr);
8660     ierr = VecSet(gv,PETSC_MAX_REAL);CHKERRQ(ierr); /* we only propagate coordinates from vertices constraints */
8661 
8662     ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,NULL,NULL,NULL,NULL,&is);CHKERRQ(ierr);
8663     ierr = ISGetLocalSize(is,&n);CHKERRQ(ierr);
8664     ierr = ISGetIndices(is,&idxs);CHKERRQ(ierr);
8665     ierr = PetscMalloc1(n*cdim,&coords);CHKERRQ(ierr);
8666     for (i=0;i<n;i++) {
8667       for (d=0;d<cdim;d++) {
8668         coords[cdim*i+d] = pcbddc->mat_graph->coords[cdim*idxs[i]+d];
8669       }
8670     }
8671     ierr = ISRestoreIndices(is,&idxs);CHKERRQ(ierr);
8672     ierr = PCBDDCGraphRestoreCandidatesIS(pcbddc->mat_graph,NULL,NULL,NULL,NULL,&is);CHKERRQ(ierr);
8673 
8674     ierr = ISGetLocalSize(corners,&n);CHKERRQ(ierr);
8675     ierr = ISGetIndices(corners,&idxs);CHKERRQ(ierr);
8676     ierr = VecSetValuesBlocked(gv,n,idxs,coords,INSERT_VALUES);CHKERRQ(ierr);
8677     ierr = ISRestoreIndices(corners,&idxs);CHKERRQ(ierr);
8678     ierr = PetscFree(coords);CHKERRQ(ierr);
8679     ierr = VecAssemblyBegin(gv);CHKERRQ(ierr);
8680     ierr = VecAssemblyEnd(gv);CHKERRQ(ierr);
8681     ierr = VecGetArray(gv,&coords);CHKERRQ(ierr);
8682     if (pcbddc->coarse_ksp) {
8683       PC        coarse_pc;
8684       PetscBool isbddc;
8685 
8686       ierr = KSPGetPC(pcbddc->coarse_ksp,&coarse_pc);CHKERRQ(ierr);
8687       ierr = PetscObjectTypeCompare((PetscObject)coarse_pc,PCBDDC,&isbddc);CHKERRQ(ierr);
8688       if (isbddc) { /* coarse coordinates have PETSC_MAX_REAL, specific for BDDC */
8689         PetscReal *realcoords;
8690 
8691         ierr = VecGetLocalSize(gv,&n);CHKERRQ(ierr);
8692 #if defined(PETSC_USE_COMPLEX)
8693         ierr = PetscMalloc1(n,&realcoords);CHKERRQ(ierr);
8694         for (i=0;i<n;i++) realcoords[i] = PetscRealPart(coords[i]);
8695 #else
8696         realcoords = coords;
8697 #endif
8698         ierr = PCSetCoordinates(coarse_pc,cdim,n/cdim,realcoords);CHKERRQ(ierr);
8699 #if defined(PETSC_USE_COMPLEX)
8700         ierr = PetscFree(realcoords);CHKERRQ(ierr);
8701 #endif
8702       }
8703     }
8704     ierr = VecRestoreArray(gv,&coords);CHKERRQ(ierr);
8705     ierr = VecDestroy(&gv);CHKERRQ(ierr);
8706   }
8707   ierr = ISDestroy(&corners);CHKERRQ(ierr);
8708 
8709   if (pcbddc->coarse_ksp) {
8710     Vec crhs,csol;
8711 
8712     ierr = KSPGetSolution(pcbddc->coarse_ksp,&csol);CHKERRQ(ierr);
8713     ierr = KSPGetRhs(pcbddc->coarse_ksp,&crhs);CHKERRQ(ierr);
8714     if (!csol) {
8715       ierr = MatCreateVecs(coarse_mat,&((pcbddc->coarse_ksp)->vec_sol),NULL);CHKERRQ(ierr);
8716     }
8717     if (!crhs) {
8718       ierr = MatCreateVecs(coarse_mat,NULL,&((pcbddc->coarse_ksp)->vec_rhs));CHKERRQ(ierr);
8719     }
8720   }
8721   ierr = MatDestroy(&coarsedivudotp);CHKERRQ(ierr);
8722 
8723   /* compute null space for coarse solver if the benign trick has been requested */
8724   if (pcbddc->benign_null) {
8725 
8726     ierr = VecSet(pcbddc->vec1_P,0.);CHKERRQ(ierr);
8727     for (i=0;i<pcbddc->benign_n;i++) {
8728       ierr = VecSetValue(pcbddc->vec1_P,pcbddc->local_primal_size-pcbddc->benign_n+i,1.0,INSERT_VALUES);CHKERRQ(ierr);
8729     }
8730     ierr = VecAssemblyBegin(pcbddc->vec1_P);CHKERRQ(ierr);
8731     ierr = VecAssemblyEnd(pcbddc->vec1_P);CHKERRQ(ierr);
8732     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8733     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8734     if (coarse_mat) {
8735       Vec         nullv;
8736       PetscScalar *array,*array2;
8737       PetscInt    nl;
8738 
8739       ierr = MatCreateVecs(coarse_mat,&nullv,NULL);CHKERRQ(ierr);
8740       ierr = VecGetLocalSize(nullv,&nl);CHKERRQ(ierr);
8741       ierr = VecGetArrayRead(pcbddc->coarse_vec,(const PetscScalar**)&array);CHKERRQ(ierr);
8742       ierr = VecGetArray(nullv,&array2);CHKERRQ(ierr);
8743       ierr = PetscArraycpy(array2,array,nl);CHKERRQ(ierr);
8744       ierr = VecRestoreArray(nullv,&array2);CHKERRQ(ierr);
8745       ierr = VecRestoreArrayRead(pcbddc->coarse_vec,(const PetscScalar**)&array);CHKERRQ(ierr);
8746       ierr = VecNormalize(nullv,NULL);CHKERRQ(ierr);
8747       ierr = MatNullSpaceCreate(PetscObjectComm((PetscObject)coarse_mat),PETSC_FALSE,1,&nullv,&CoarseNullSpace);CHKERRQ(ierr);
8748       ierr = VecDestroy(&nullv);CHKERRQ(ierr);
8749     }
8750   }
8751   ierr = PetscLogEventEnd(PC_BDDC_CoarseSetUp[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
8752 
8753   ierr = PetscLogEventBegin(PC_BDDC_CoarseSolver[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
8754   if (pcbddc->coarse_ksp) {
8755     PetscBool ispreonly;
8756 
8757     if (CoarseNullSpace) {
8758       PetscBool isnull;
8759       ierr = MatNullSpaceTest(CoarseNullSpace,coarse_mat,&isnull);CHKERRQ(ierr);
8760       if (isnull) {
8761         ierr = MatSetNullSpace(coarse_mat,CoarseNullSpace);CHKERRQ(ierr);
8762       }
8763       /* TODO: add local nullspaces (if any) */
8764     }
8765     /* setup coarse ksp */
8766     ierr = KSPSetUp(pcbddc->coarse_ksp);CHKERRQ(ierr);
8767     /* Check coarse problem if in debug mode or if solving with an iterative method */
8768     ierr = PetscObjectTypeCompare((PetscObject)pcbddc->coarse_ksp,KSPPREONLY,&ispreonly);CHKERRQ(ierr);
8769     if (pcbddc->dbg_flag || (!ispreonly && pcbddc->use_coarse_estimates) ) {
8770       KSP       check_ksp;
8771       KSPType   check_ksp_type;
8772       PC        check_pc;
8773       Vec       check_vec,coarse_vec;
8774       PetscReal abs_infty_error,infty_error,lambda_min=1.0,lambda_max=1.0;
8775       PetscInt  its;
8776       PetscBool compute_eigs;
8777       PetscReal *eigs_r,*eigs_c;
8778       PetscInt  neigs;
8779       const char *prefix;
8780 
8781       /* Create ksp object suitable for estimation of extreme eigenvalues */
8782       ierr = KSPCreate(PetscObjectComm((PetscObject)pcbddc->coarse_ksp),&check_ksp);CHKERRQ(ierr);
8783       ierr = PetscObjectIncrementTabLevel((PetscObject)check_ksp,(PetscObject)pcbddc->coarse_ksp,0);CHKERRQ(ierr);
8784       ierr = KSPSetErrorIfNotConverged(pcbddc->coarse_ksp,PETSC_FALSE);CHKERRQ(ierr);
8785       ierr = KSPSetOperators(check_ksp,coarse_mat,coarse_mat);CHKERRQ(ierr);
8786       ierr = KSPSetTolerances(check_ksp,1.e-12,1.e-12,PETSC_DEFAULT,pcbddc->coarse_size);CHKERRQ(ierr);
8787       /* prevent from setup unneeded object */
8788       ierr = KSPGetPC(check_ksp,&check_pc);CHKERRQ(ierr);
8789       ierr = PCSetType(check_pc,PCNONE);CHKERRQ(ierr);
8790       if (ispreonly) {
8791         check_ksp_type = KSPPREONLY;
8792         compute_eigs = PETSC_FALSE;
8793       } else {
8794         check_ksp_type = KSPGMRES;
8795         compute_eigs = PETSC_TRUE;
8796       }
8797       ierr = KSPSetType(check_ksp,check_ksp_type);CHKERRQ(ierr);
8798       ierr = KSPSetComputeSingularValues(check_ksp,compute_eigs);CHKERRQ(ierr);
8799       ierr = KSPSetComputeEigenvalues(check_ksp,compute_eigs);CHKERRQ(ierr);
8800       ierr = KSPGMRESSetRestart(check_ksp,pcbddc->coarse_size+1);CHKERRQ(ierr);
8801       ierr = KSPGetOptionsPrefix(pcbddc->coarse_ksp,&prefix);CHKERRQ(ierr);
8802       ierr = KSPSetOptionsPrefix(check_ksp,prefix);CHKERRQ(ierr);
8803       ierr = KSPAppendOptionsPrefix(check_ksp,"check_");CHKERRQ(ierr);
8804       ierr = KSPSetFromOptions(check_ksp);CHKERRQ(ierr);
8805       ierr = KSPSetUp(check_ksp);CHKERRQ(ierr);
8806       ierr = KSPGetPC(pcbddc->coarse_ksp,&check_pc);CHKERRQ(ierr);
8807       ierr = KSPSetPC(check_ksp,check_pc);CHKERRQ(ierr);
8808       /* create random vec */
8809       ierr = MatCreateVecs(coarse_mat,&coarse_vec,&check_vec);CHKERRQ(ierr);
8810       ierr = VecSetRandom(check_vec,NULL);CHKERRQ(ierr);
8811       ierr = MatMult(coarse_mat,check_vec,coarse_vec);CHKERRQ(ierr);
8812       /* solve coarse problem */
8813       ierr = KSPSolve(check_ksp,coarse_vec,coarse_vec);CHKERRQ(ierr);
8814       ierr = KSPCheckSolve(check_ksp,pc,coarse_vec);CHKERRQ(ierr);
8815       /* set eigenvalue estimation if preonly has not been requested */
8816       if (compute_eigs) {
8817         ierr = PetscMalloc1(pcbddc->coarse_size+1,&eigs_r);CHKERRQ(ierr);
8818         ierr = PetscMalloc1(pcbddc->coarse_size+1,&eigs_c);CHKERRQ(ierr);
8819         ierr = KSPComputeEigenvalues(check_ksp,pcbddc->coarse_size+1,eigs_r,eigs_c,&neigs);CHKERRQ(ierr);
8820         if (neigs) {
8821           lambda_max = eigs_r[neigs-1];
8822           lambda_min = eigs_r[0];
8823           if (pcbddc->use_coarse_estimates) {
8824             if (lambda_max>=lambda_min) { /* using PETSC_SMALL since lambda_max == lambda_min is not allowed by KSPChebyshevSetEigenvalues */
8825               ierr = KSPChebyshevSetEigenvalues(pcbddc->coarse_ksp,lambda_max+PETSC_SMALL,lambda_min);CHKERRQ(ierr);
8826               ierr = KSPRichardsonSetScale(pcbddc->coarse_ksp,2.0/(lambda_max+lambda_min));CHKERRQ(ierr);
8827             }
8828           }
8829         }
8830       }
8831 
8832       /* check coarse problem residual error */
8833       if (pcbddc->dbg_flag) {
8834         PetscViewer dbg_viewer = PETSC_VIEWER_STDOUT_(PetscObjectComm((PetscObject)pcbddc->coarse_ksp));
8835         ierr = PetscViewerASCIIAddTab(dbg_viewer,2*(pcbddc->current_level+1));CHKERRQ(ierr);
8836         ierr = VecAXPY(check_vec,-1.0,coarse_vec);CHKERRQ(ierr);
8837         ierr = VecNorm(check_vec,NORM_INFINITY,&infty_error);CHKERRQ(ierr);
8838         ierr = MatMult(coarse_mat,check_vec,coarse_vec);CHKERRQ(ierr);
8839         ierr = VecNorm(coarse_vec,NORM_INFINITY,&abs_infty_error);CHKERRQ(ierr);
8840         ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem details (use estimates %d)\n",pcbddc->use_coarse_estimates);CHKERRQ(ierr);
8841         ierr = PetscObjectPrintClassNamePrefixType((PetscObject)(pcbddc->coarse_ksp),dbg_viewer);CHKERRQ(ierr);
8842         ierr = PetscObjectPrintClassNamePrefixType((PetscObject)(check_pc),dbg_viewer);CHKERRQ(ierr);
8843         ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem exact infty_error   : %1.6e\n",infty_error);CHKERRQ(ierr);
8844         ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem residual infty_error: %1.6e\n",abs_infty_error);CHKERRQ(ierr);
8845         if (CoarseNullSpace) {
8846           ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem is singular\n");CHKERRQ(ierr);
8847         }
8848         if (compute_eigs) {
8849           PetscReal          lambda_max_s,lambda_min_s;
8850           KSPConvergedReason reason;
8851           ierr = KSPGetType(check_ksp,&check_ksp_type);CHKERRQ(ierr);
8852           ierr = KSPGetIterationNumber(check_ksp,&its);CHKERRQ(ierr);
8853           ierr = KSPGetConvergedReason(check_ksp,&reason);CHKERRQ(ierr);
8854           ierr = KSPComputeExtremeSingularValues(check_ksp,&lambda_max_s,&lambda_min_s);CHKERRQ(ierr);
8855           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);
8856           for (i=0;i<neigs;i++) {
8857             ierr = PetscViewerASCIIPrintf(dbg_viewer,"%1.6e %1.6ei\n",eigs_r[i],eigs_c[i]);CHKERRQ(ierr);
8858           }
8859         }
8860         ierr = PetscViewerFlush(dbg_viewer);CHKERRQ(ierr);
8861         ierr = PetscViewerASCIISubtractTab(dbg_viewer,2*(pcbddc->current_level+1));CHKERRQ(ierr);
8862       }
8863       ierr = VecDestroy(&check_vec);CHKERRQ(ierr);
8864       ierr = VecDestroy(&coarse_vec);CHKERRQ(ierr);
8865       ierr = KSPDestroy(&check_ksp);CHKERRQ(ierr);
8866       if (compute_eigs) {
8867         ierr = PetscFree(eigs_r);CHKERRQ(ierr);
8868         ierr = PetscFree(eigs_c);CHKERRQ(ierr);
8869       }
8870     }
8871   }
8872   ierr = MatNullSpaceDestroy(&CoarseNullSpace);CHKERRQ(ierr);
8873   /* print additional info */
8874   if (pcbddc->dbg_flag) {
8875     /* waits until all processes reaches this point */
8876     ierr = PetscBarrier((PetscObject)pc);CHKERRQ(ierr);
8877     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Coarse solver setup completed at level %D\n",pcbddc->current_level);CHKERRQ(ierr);
8878     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8879   }
8880 
8881   /* free memory */
8882   ierr = MatDestroy(&coarse_mat);CHKERRQ(ierr);
8883   ierr = PetscLogEventEnd(PC_BDDC_CoarseSolver[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
8884   PetscFunctionReturn(0);
8885 }
8886 
8887 PetscErrorCode PCBDDCComputePrimalNumbering(PC pc,PetscInt* coarse_size_n,PetscInt** local_primal_indices_n)
8888 {
8889   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
8890   PC_IS*         pcis = (PC_IS*)pc->data;
8891   Mat_IS*        matis = (Mat_IS*)pc->pmat->data;
8892   IS             subset,subset_mult,subset_n;
8893   PetscInt       local_size,coarse_size=0;
8894   PetscInt       *local_primal_indices=NULL;
8895   const PetscInt *t_local_primal_indices;
8896   PetscErrorCode ierr;
8897 
8898   PetscFunctionBegin;
8899   /* Compute global number of coarse dofs */
8900   if (pcbddc->local_primal_size && !pcbddc->local_primal_ref_node) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"BDDC ConstraintsSetUp should be called first");
8901   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)(pc->pmat)),pcbddc->local_primal_size_cc,pcbddc->local_primal_ref_node,PETSC_COPY_VALUES,&subset_n);CHKERRQ(ierr);
8902   ierr = ISLocalToGlobalMappingApplyIS(pcis->mapping,subset_n,&subset);CHKERRQ(ierr);
8903   ierr = ISDestroy(&subset_n);CHKERRQ(ierr);
8904   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)(pc->pmat)),pcbddc->local_primal_size_cc,pcbddc->local_primal_ref_mult,PETSC_COPY_VALUES,&subset_mult);CHKERRQ(ierr);
8905   ierr = ISRenumber(subset,subset_mult,&coarse_size,&subset_n);CHKERRQ(ierr);
8906   ierr = ISDestroy(&subset);CHKERRQ(ierr);
8907   ierr = ISDestroy(&subset_mult);CHKERRQ(ierr);
8908   ierr = ISGetLocalSize(subset_n,&local_size);CHKERRQ(ierr);
8909   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);
8910   ierr = PetscMalloc1(local_size,&local_primal_indices);CHKERRQ(ierr);
8911   ierr = ISGetIndices(subset_n,&t_local_primal_indices);CHKERRQ(ierr);
8912   ierr = PetscArraycpy(local_primal_indices,t_local_primal_indices,local_size);CHKERRQ(ierr);
8913   ierr = ISRestoreIndices(subset_n,&t_local_primal_indices);CHKERRQ(ierr);
8914   ierr = ISDestroy(&subset_n);CHKERRQ(ierr);
8915 
8916   /* check numbering */
8917   if (pcbddc->dbg_flag) {
8918     PetscScalar coarsesum,*array,*array2;
8919     PetscInt    i;
8920     PetscBool   set_error = PETSC_FALSE,set_error_reduced = PETSC_FALSE;
8921 
8922     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8923     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
8924     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Check coarse indices\n");CHKERRQ(ierr);
8925     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8926     /* counter */
8927     ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
8928     ierr = VecSet(pcis->vec1_N,1.0);CHKERRQ(ierr);
8929     ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8930     ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8931     ierr = VecScatterBegin(matis->rctx,pcis->vec1_global,pcis->vec2_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8932     ierr = VecScatterEnd(matis->rctx,pcis->vec1_global,pcis->vec2_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8933     ierr = VecSet(pcis->vec1_N,0.0);CHKERRQ(ierr);
8934     for (i=0;i<pcbddc->local_primal_size;i++) {
8935       ierr = VecSetValue(pcis->vec1_N,pcbddc->primal_indices_local_idxs[i],1.0,INSERT_VALUES);CHKERRQ(ierr);
8936     }
8937     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
8938     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
8939     ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
8940     ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8941     ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8942     ierr = VecScatterBegin(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8943     ierr = VecScatterEnd(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8944     ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8945     ierr = VecGetArray(pcis->vec2_N,&array2);CHKERRQ(ierr);
8946     for (i=0;i<pcis->n;i++) {
8947       if (array[i] != 0.0 && array[i] != array2[i]) {
8948         PetscInt owned = (PetscInt)PetscRealPart(array[i]),gi;
8949         PetscInt neigh = (PetscInt)PetscRealPart(array2[i]);
8950         set_error = PETSC_TRUE;
8951         ierr = ISLocalToGlobalMappingApply(pcis->mapping,1,&i,&gi);CHKERRQ(ierr);
8952         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);
8953       }
8954     }
8955     ierr = VecRestoreArray(pcis->vec2_N,&array2);CHKERRQ(ierr);
8956     ierr = MPIU_Allreduce(&set_error,&set_error_reduced,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
8957     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8958     for (i=0;i<pcis->n;i++) {
8959       if (PetscRealPart(array[i]) > 0.0) array[i] = 1.0/PetscRealPart(array[i]);
8960     }
8961     ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8962     ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
8963     ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8964     ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8965     ierr = VecSum(pcis->vec1_global,&coarsesum);CHKERRQ(ierr);
8966     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Size of coarse problem is %D (%lf)\n",coarse_size,PetscRealPart(coarsesum));CHKERRQ(ierr);
8967     if (pcbddc->dbg_flag > 1 || set_error_reduced) {
8968       PetscInt *gidxs;
8969 
8970       ierr = PetscMalloc1(pcbddc->local_primal_size,&gidxs);CHKERRQ(ierr);
8971       ierr = ISLocalToGlobalMappingApply(pcis->mapping,pcbddc->local_primal_size,pcbddc->primal_indices_local_idxs,gidxs);CHKERRQ(ierr);
8972       ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Distribution of local primal indices\n");CHKERRQ(ierr);
8973       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8974       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d\n",PetscGlobalRank);CHKERRQ(ierr);
8975       for (i=0;i<pcbddc->local_primal_size;i++) {
8976         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);
8977       }
8978       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8979       ierr = PetscFree(gidxs);CHKERRQ(ierr);
8980     }
8981     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8982     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8983     if (set_error_reduced) SETERRQ(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"BDDC Numbering of coarse dofs failed");
8984   }
8985 
8986   /* get back data */
8987   *coarse_size_n = coarse_size;
8988   *local_primal_indices_n = local_primal_indices;
8989   PetscFunctionReturn(0);
8990 }
8991 
8992 PetscErrorCode PCBDDCGlobalToLocal(VecScatter g2l_ctx,Vec gwork, Vec lwork, IS globalis, IS* localis)
8993 {
8994   IS             localis_t;
8995   PetscInt       i,lsize,*idxs,n;
8996   PetscScalar    *vals;
8997   PetscErrorCode ierr;
8998 
8999   PetscFunctionBegin;
9000   /* get indices in local ordering exploiting local to global map */
9001   ierr = ISGetLocalSize(globalis,&lsize);CHKERRQ(ierr);
9002   ierr = PetscMalloc1(lsize,&vals);CHKERRQ(ierr);
9003   for (i=0;i<lsize;i++) vals[i] = 1.0;
9004   ierr = ISGetIndices(globalis,(const PetscInt**)&idxs);CHKERRQ(ierr);
9005   ierr = VecSet(gwork,0.0);CHKERRQ(ierr);
9006   ierr = VecSet(lwork,0.0);CHKERRQ(ierr);
9007   if (idxs) { /* multilevel guard */
9008     ierr = VecSetOption(gwork,VEC_IGNORE_NEGATIVE_INDICES,PETSC_TRUE);CHKERRQ(ierr);
9009     ierr = VecSetValues(gwork,lsize,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
9010   }
9011   ierr = VecAssemblyBegin(gwork);CHKERRQ(ierr);
9012   ierr = ISRestoreIndices(globalis,(const PetscInt**)&idxs);CHKERRQ(ierr);
9013   ierr = PetscFree(vals);CHKERRQ(ierr);
9014   ierr = VecAssemblyEnd(gwork);CHKERRQ(ierr);
9015   /* now compute set in local ordering */
9016   ierr = VecScatterBegin(g2l_ctx,gwork,lwork,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
9017   ierr = VecScatterEnd(g2l_ctx,gwork,lwork,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
9018   ierr = VecGetArrayRead(lwork,(const PetscScalar**)&vals);CHKERRQ(ierr);
9019   ierr = VecGetSize(lwork,&n);CHKERRQ(ierr);
9020   for (i=0,lsize=0;i<n;i++) {
9021     if (PetscRealPart(vals[i]) > 0.5) {
9022       lsize++;
9023     }
9024   }
9025   ierr = PetscMalloc1(lsize,&idxs);CHKERRQ(ierr);
9026   for (i=0,lsize=0;i<n;i++) {
9027     if (PetscRealPart(vals[i]) > 0.5) {
9028       idxs[lsize++] = i;
9029     }
9030   }
9031   ierr = VecRestoreArrayRead(lwork,(const PetscScalar**)&vals);CHKERRQ(ierr);
9032   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)gwork),lsize,idxs,PETSC_OWN_POINTER,&localis_t);CHKERRQ(ierr);
9033   *localis = localis_t;
9034   PetscFunctionReturn(0);
9035 }
9036 
9037 PetscErrorCode PCBDDCSetUpSubSchurs(PC pc)
9038 {
9039   PC_IS               *pcis=(PC_IS*)pc->data;
9040   PC_BDDC             *pcbddc=(PC_BDDC*)pc->data;
9041   PCBDDCSubSchurs     sub_schurs=pcbddc->sub_schurs;
9042   Mat                 S_j;
9043   PetscInt            *used_xadj,*used_adjncy;
9044   PetscBool           free_used_adj;
9045   PetscErrorCode      ierr;
9046 
9047   PetscFunctionBegin;
9048   ierr = PetscLogEventBegin(PC_BDDC_Schurs[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
9049   /* decide the adjacency to be used for determining internal problems for local schur on subsets */
9050   free_used_adj = PETSC_FALSE;
9051   if (pcbddc->sub_schurs_layers == -1) {
9052     used_xadj = NULL;
9053     used_adjncy = NULL;
9054   } else {
9055     if (pcbddc->sub_schurs_use_useradj && pcbddc->mat_graph->xadj) {
9056       used_xadj = pcbddc->mat_graph->xadj;
9057       used_adjncy = pcbddc->mat_graph->adjncy;
9058     } else if (pcbddc->computed_rowadj) {
9059       used_xadj = pcbddc->mat_graph->xadj;
9060       used_adjncy = pcbddc->mat_graph->adjncy;
9061     } else {
9062       PetscBool      flg_row=PETSC_FALSE;
9063       const PetscInt *xadj,*adjncy;
9064       PetscInt       nvtxs;
9065 
9066       ierr = MatGetRowIJ(pcbddc->local_mat,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
9067       if (flg_row) {
9068         ierr = PetscMalloc2(nvtxs+1,&used_xadj,xadj[nvtxs],&used_adjncy);CHKERRQ(ierr);
9069         ierr = PetscArraycpy(used_xadj,xadj,nvtxs+1);CHKERRQ(ierr);
9070         ierr = PetscArraycpy(used_adjncy,adjncy,xadj[nvtxs]);CHKERRQ(ierr);
9071         free_used_adj = PETSC_TRUE;
9072       } else {
9073         pcbddc->sub_schurs_layers = -1;
9074         used_xadj = NULL;
9075         used_adjncy = NULL;
9076       }
9077       ierr = MatRestoreRowIJ(pcbddc->local_mat,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
9078     }
9079   }
9080 
9081   /* setup sub_schurs data */
9082   ierr = MatCreateSchurComplement(pcis->A_II,pcis->pA_II,pcis->A_IB,pcis->A_BI,pcis->A_BB,&S_j);CHKERRQ(ierr);
9083   if (!sub_schurs->schur_explicit) {
9084     /* pcbddc->ksp_D up to date only if not using MatFactor with Schur complement support */
9085     ierr = MatSchurComplementSetKSP(S_j,pcbddc->ksp_D);CHKERRQ(ierr);
9086     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);
9087   } else {
9088     Mat       change = NULL;
9089     Vec       scaling = NULL;
9090     IS        change_primal = NULL, iP;
9091     PetscInt  benign_n;
9092     PetscBool reuse_solvers = (PetscBool)!pcbddc->use_change_of_basis;
9093     PetscBool need_change = PETSC_FALSE;
9094     PetscBool discrete_harmonic = PETSC_FALSE;
9095 
9096     if (!pcbddc->use_vertices && reuse_solvers) {
9097       PetscInt n_vertices;
9098 
9099       ierr = ISGetLocalSize(sub_schurs->is_vertices,&n_vertices);CHKERRQ(ierr);
9100       reuse_solvers = (PetscBool)!n_vertices;
9101     }
9102     if (!pcbddc->benign_change_explicit) {
9103       benign_n = pcbddc->benign_n;
9104     } else {
9105       benign_n = 0;
9106     }
9107     /* sub_schurs->change is a local object; instead, PCBDDCConstraintsSetUp and the quantities used in the test below are logically collective on pc.
9108        We need a global reduction to avoid possible deadlocks.
9109        We assume that sub_schurs->change is created once, and then reused for different solves, unless the topography has been recomputed */
9110     if (pcbddc->adaptive_userdefined || (pcbddc->deluxe_zerorows && !pcbddc->use_change_of_basis)) {
9111       PetscBool have_loc_change = (PetscBool)(!!sub_schurs->change);
9112       ierr = MPIU_Allreduce(&have_loc_change,&need_change,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
9113       need_change = (PetscBool)(!need_change);
9114     }
9115     /* If the user defines additional constraints, we import them here.
9116        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 */
9117     if (need_change) {
9118       PC_IS   *pcisf;
9119       PC_BDDC *pcbddcf;
9120       PC      pcf;
9121 
9122       if (pcbddc->sub_schurs_rebuild) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Cannot compute change of basis with a different graph");
9123       ierr = PCCreate(PetscObjectComm((PetscObject)pc),&pcf);CHKERRQ(ierr);
9124       ierr = PCSetOperators(pcf,pc->mat,pc->pmat);CHKERRQ(ierr);
9125       ierr = PCSetType(pcf,PCBDDC);CHKERRQ(ierr);
9126 
9127       /* hacks */
9128       pcisf                        = (PC_IS*)pcf->data;
9129       pcisf->is_B_local            = pcis->is_B_local;
9130       pcisf->vec1_N                = pcis->vec1_N;
9131       pcisf->BtoNmap               = pcis->BtoNmap;
9132       pcisf->n                     = pcis->n;
9133       pcisf->n_B                   = pcis->n_B;
9134       pcbddcf                      = (PC_BDDC*)pcf->data;
9135       ierr                         = PetscFree(pcbddcf->mat_graph);CHKERRQ(ierr);
9136       pcbddcf->mat_graph           = pcbddc->mat_graph;
9137       pcbddcf->use_faces           = PETSC_TRUE;
9138       pcbddcf->use_change_of_basis = PETSC_TRUE;
9139       pcbddcf->use_change_on_faces = PETSC_TRUE;
9140       pcbddcf->use_qr_single       = PETSC_TRUE;
9141       pcbddcf->fake_change         = PETSC_TRUE;
9142 
9143       /* setup constraints so that we can get information on primal vertices and change of basis (in local numbering) */
9144       ierr = PCBDDCConstraintsSetUp(pcf);CHKERRQ(ierr);
9145       sub_schurs->change_with_qr = pcbddcf->use_qr_single;
9146       ierr = ISCreateGeneral(PETSC_COMM_SELF,pcbddcf->n_vertices,pcbddcf->local_primal_ref_node,PETSC_COPY_VALUES,&change_primal);CHKERRQ(ierr);
9147       change = pcbddcf->ConstraintMatrix;
9148       pcbddcf->ConstraintMatrix = NULL;
9149 
9150       /* free unneeded memory allocated in PCBDDCConstraintsSetUp */
9151       ierr = PetscFree(pcbddcf->sub_schurs);CHKERRQ(ierr);
9152       ierr = MatNullSpaceDestroy(&pcbddcf->onearnullspace);CHKERRQ(ierr);
9153       ierr = PetscFree2(pcbddcf->local_primal_ref_node,pcbddcf->local_primal_ref_mult);CHKERRQ(ierr);
9154       ierr = PetscFree(pcbddcf->primal_indices_local_idxs);CHKERRQ(ierr);
9155       ierr = PetscFree(pcbddcf->onearnullvecs_state);CHKERRQ(ierr);
9156       ierr = PetscFree(pcf->data);CHKERRQ(ierr);
9157       pcf->ops->destroy = NULL;
9158       pcf->ops->reset   = NULL;
9159       ierr = PCDestroy(&pcf);CHKERRQ(ierr);
9160     }
9161     if (!pcbddc->use_deluxe_scaling) scaling = pcis->D;
9162 
9163     ierr = PetscObjectQuery((PetscObject)pc,"__KSPFETIDP_iP",(PetscObject*)&iP);CHKERRQ(ierr);
9164     if (iP) {
9165       ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)iP),sub_schurs->prefix,"BDDC sub_schurs options","PC");CHKERRQ(ierr);
9166       ierr = PetscOptionsBool("-sub_schurs_discrete_harmonic",NULL,NULL,discrete_harmonic,&discrete_harmonic,NULL);CHKERRQ(ierr);
9167       ierr = PetscOptionsEnd();CHKERRQ(ierr);
9168     }
9169     if (discrete_harmonic) {
9170       Mat A;
9171       ierr = MatDuplicate(pcbddc->local_mat,MAT_COPY_VALUES,&A);CHKERRQ(ierr);
9172       ierr = MatZeroRowsColumnsIS(A,iP,1.0,NULL,NULL);CHKERRQ(ierr);
9173       ierr = PetscObjectCompose((PetscObject)A,"__KSPFETIDP_iP",(PetscObject)iP);CHKERRQ(ierr);
9174       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);
9175       ierr = MatDestroy(&A);CHKERRQ(ierr);
9176     } else {
9177       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);
9178     }
9179     ierr = MatDestroy(&change);CHKERRQ(ierr);
9180     ierr = ISDestroy(&change_primal);CHKERRQ(ierr);
9181   }
9182   ierr = MatDestroy(&S_j);CHKERRQ(ierr);
9183 
9184   /* free adjacency */
9185   if (free_used_adj) {
9186     ierr = PetscFree2(used_xadj,used_adjncy);CHKERRQ(ierr);
9187   }
9188   ierr = PetscLogEventEnd(PC_BDDC_Schurs[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
9189   PetscFunctionReturn(0);
9190 }
9191 
9192 PetscErrorCode PCBDDCInitSubSchurs(PC pc)
9193 {
9194   PC_IS               *pcis=(PC_IS*)pc->data;
9195   PC_BDDC             *pcbddc=(PC_BDDC*)pc->data;
9196   PCBDDCGraph         graph;
9197   PetscErrorCode      ierr;
9198 
9199   PetscFunctionBegin;
9200   /* attach interface graph for determining subsets */
9201   if (pcbddc->sub_schurs_rebuild) { /* in case rebuild has been requested, it uses a graph generated only by the neighbouring information */
9202     IS       verticesIS,verticescomm;
9203     PetscInt vsize,*idxs;
9204 
9205     ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,NULL,NULL,NULL,NULL,&verticesIS);CHKERRQ(ierr);
9206     ierr = ISGetSize(verticesIS,&vsize);CHKERRQ(ierr);
9207     ierr = ISGetIndices(verticesIS,(const PetscInt**)&idxs);CHKERRQ(ierr);
9208     ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),vsize,idxs,PETSC_COPY_VALUES,&verticescomm);CHKERRQ(ierr);
9209     ierr = ISRestoreIndices(verticesIS,(const PetscInt**)&idxs);CHKERRQ(ierr);
9210     ierr = PCBDDCGraphRestoreCandidatesIS(pcbddc->mat_graph,NULL,NULL,NULL,NULL,&verticesIS);CHKERRQ(ierr);
9211     ierr = PCBDDCGraphCreate(&graph);CHKERRQ(ierr);
9212     ierr = PCBDDCGraphInit(graph,pcbddc->mat_graph->l2gmap,pcbddc->mat_graph->nvtxs_global,pcbddc->graphmaxcount);CHKERRQ(ierr);
9213     ierr = PCBDDCGraphSetUp(graph,pcbddc->mat_graph->custom_minimal_size,NULL,pcbddc->DirichletBoundariesLocal,0,NULL,verticescomm);CHKERRQ(ierr);
9214     ierr = ISDestroy(&verticescomm);CHKERRQ(ierr);
9215     ierr = PCBDDCGraphComputeConnectedComponents(graph);CHKERRQ(ierr);
9216   } else {
9217     graph = pcbddc->mat_graph;
9218   }
9219   /* print some info */
9220   if (pcbddc->dbg_flag && !pcbddc->sub_schurs_rebuild) {
9221     IS       vertices;
9222     PetscInt nv,nedges,nfaces;
9223     ierr = PCBDDCGraphASCIIView(graph,pcbddc->dbg_flag,pcbddc->dbg_viewer);CHKERRQ(ierr);
9224     ierr = PCBDDCGraphGetCandidatesIS(graph,&nfaces,NULL,&nedges,NULL,&vertices);CHKERRQ(ierr);
9225     ierr = ISGetSize(vertices,&nv);CHKERRQ(ierr);
9226     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
9227     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"--------------------------------------------------------------\n");CHKERRQ(ierr);
9228     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate vertices (%D)\n",PetscGlobalRank,(int)nv,pcbddc->use_vertices);CHKERRQ(ierr);
9229     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate edges    (%D)\n",PetscGlobalRank,(int)nedges,pcbddc->use_edges);CHKERRQ(ierr);
9230     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate faces    (%D)\n",PetscGlobalRank,(int)nfaces,pcbddc->use_faces);CHKERRQ(ierr);
9231     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
9232     ierr = PetscViewerASCIIPopSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
9233     ierr = PCBDDCGraphRestoreCandidatesIS(graph,&nfaces,NULL,&nedges,NULL,&vertices);CHKERRQ(ierr);
9234   }
9235 
9236   /* sub_schurs init */
9237   if (!pcbddc->sub_schurs) {
9238     ierr = PCBDDCSubSchursCreate(&pcbddc->sub_schurs);CHKERRQ(ierr);
9239   }
9240   ierr = PCBDDCSubSchursInit(pcbddc->sub_schurs,((PetscObject)pc)->prefix,pcis->is_I_local,pcis->is_B_local,graph,pcis->BtoNmap,pcbddc->sub_schurs_rebuild);CHKERRQ(ierr);
9241 
9242   /* free graph struct */
9243   if (pcbddc->sub_schurs_rebuild) {
9244     ierr = PCBDDCGraphDestroy(&graph);CHKERRQ(ierr);
9245   }
9246   PetscFunctionReturn(0);
9247 }
9248 
9249 PetscErrorCode PCBDDCCheckOperator(PC pc)
9250 {
9251   PC_IS               *pcis=(PC_IS*)pc->data;
9252   PC_BDDC             *pcbddc=(PC_BDDC*)pc->data;
9253   PetscErrorCode      ierr;
9254 
9255   PetscFunctionBegin;
9256   if (pcbddc->n_vertices == pcbddc->local_primal_size) {
9257     IS             zerodiag = NULL;
9258     Mat            S_j,B0_B=NULL;
9259     Vec            dummy_vec=NULL,vec_check_B,vec_scale_P;
9260     PetscScalar    *p0_check,*array,*array2;
9261     PetscReal      norm;
9262     PetscInt       i;
9263 
9264     /* B0 and B0_B */
9265     if (zerodiag) {
9266       IS       dummy;
9267 
9268       ierr = ISCreateStride(PETSC_COMM_SELF,pcbddc->benign_n,0,1,&dummy);CHKERRQ(ierr);
9269       ierr = MatCreateSubMatrix(pcbddc->benign_B0,dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B0_B);CHKERRQ(ierr);
9270       ierr = MatCreateVecs(B0_B,NULL,&dummy_vec);CHKERRQ(ierr);
9271       ierr = ISDestroy(&dummy);CHKERRQ(ierr);
9272     }
9273     /* I need a primal vector to scale primal nodes since BDDC sums contibutions */
9274     ierr = VecDuplicate(pcbddc->vec1_P,&vec_scale_P);CHKERRQ(ierr);
9275     ierr = VecSet(pcbddc->vec1_P,1.0);CHKERRQ(ierr);
9276     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
9277     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
9278     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,vec_scale_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
9279     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,vec_scale_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
9280     ierr = VecReciprocal(vec_scale_P);CHKERRQ(ierr);
9281     /* S_j */
9282     ierr = MatCreateSchurComplement(pcis->A_II,pcis->pA_II,pcis->A_IB,pcis->A_BI,pcis->A_BB,&S_j);CHKERRQ(ierr);
9283     ierr = MatSchurComplementSetKSP(S_j,pcbddc->ksp_D);CHKERRQ(ierr);
9284 
9285     /* mimic vector in \widetilde{W}_\Gamma */
9286     ierr = VecSetRandom(pcis->vec1_N,NULL);CHKERRQ(ierr);
9287     /* continuous in primal space */
9288     ierr = VecSetRandom(pcbddc->coarse_vec,NULL);CHKERRQ(ierr);
9289     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
9290     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
9291     ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
9292     ierr = PetscCalloc1(pcbddc->benign_n,&p0_check);CHKERRQ(ierr);
9293     for (i=0;i<pcbddc->benign_n;i++) p0_check[i] = array[pcbddc->local_primal_size-pcbddc->benign_n+i];
9294     ierr = VecSetValues(pcis->vec1_N,pcbddc->local_primal_size,pcbddc->local_primal_ref_node,array,INSERT_VALUES);CHKERRQ(ierr);
9295     ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
9296     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
9297     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
9298     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->vec2_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
9299     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_N,pcis->vec2_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
9300     ierr = VecDuplicate(pcis->vec2_B,&vec_check_B);CHKERRQ(ierr);
9301     ierr = VecCopy(pcis->vec2_B,vec_check_B);CHKERRQ(ierr);
9302 
9303     /* assemble rhs for coarse problem */
9304     /* widetilde{S}_\Gamma w_\Gamma + \widetilde{B0}^T_B p0 */
9305     /* local with Schur */
9306     ierr = MatMult(S_j,pcis->vec2_B,pcis->vec1_B);CHKERRQ(ierr);
9307     if (zerodiag) {
9308       ierr = VecGetArray(dummy_vec,&array);CHKERRQ(ierr);
9309       for (i=0;i<pcbddc->benign_n;i++) array[i] = p0_check[i];
9310       ierr = VecRestoreArray(dummy_vec,&array);CHKERRQ(ierr);
9311       ierr = MatMultTransposeAdd(B0_B,dummy_vec,pcis->vec1_B,pcis->vec1_B);CHKERRQ(ierr);
9312     }
9313     /* sum on primal nodes the local contributions */
9314     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_B,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
9315     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_B,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
9316     ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr);
9317     ierr = VecGetArray(pcbddc->vec1_P,&array2);CHKERRQ(ierr);
9318     for (i=0;i<pcbddc->local_primal_size;i++) array2[i] = array[pcbddc->local_primal_ref_node[i]];
9319     ierr = VecRestoreArray(pcbddc->vec1_P,&array2);CHKERRQ(ierr);
9320     ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr);
9321     ierr = VecSet(pcbddc->coarse_vec,0.);CHKERRQ(ierr);
9322     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
9323     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
9324     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
9325     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
9326     ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
9327     /* scale primal nodes (BDDC sums contibutions) */
9328     ierr = VecPointwiseMult(pcbddc->vec1_P,vec_scale_P,pcbddc->vec1_P);CHKERRQ(ierr);
9329     ierr = VecSetValues(pcis->vec1_N,pcbddc->local_primal_size,pcbddc->local_primal_ref_node,array,INSERT_VALUES);CHKERRQ(ierr);
9330     ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
9331     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
9332     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
9333     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
9334     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
9335     /* global: \widetilde{B0}_B w_\Gamma */
9336     if (zerodiag) {
9337       ierr = MatMult(B0_B,pcis->vec2_B,dummy_vec);CHKERRQ(ierr);
9338       ierr = VecGetArray(dummy_vec,&array);CHKERRQ(ierr);
9339       for (i=0;i<pcbddc->benign_n;i++) pcbddc->benign_p0[i] = array[i];
9340       ierr = VecRestoreArray(dummy_vec,&array);CHKERRQ(ierr);
9341     }
9342     /* BDDC */
9343     ierr = VecSet(pcis->vec1_D,0.);CHKERRQ(ierr);
9344     ierr = PCBDDCApplyInterfacePreconditioner(pc,PETSC_FALSE);CHKERRQ(ierr);
9345 
9346     ierr = VecCopy(pcis->vec1_B,pcis->vec2_B);CHKERRQ(ierr);
9347     ierr = VecAXPY(pcis->vec1_B,-1.0,vec_check_B);CHKERRQ(ierr);
9348     ierr = VecNorm(pcis->vec1_B,NORM_INFINITY,&norm);CHKERRQ(ierr);
9349     ierr = PetscPrintf(PETSC_COMM_SELF,"[%d] BDDC local error is %1.4e\n",PetscGlobalRank,norm);CHKERRQ(ierr);
9350     for (i=0;i<pcbddc->benign_n;i++) {
9351       ierr = PetscPrintf(PETSC_COMM_SELF,"[%d] BDDC p0[%D] error is %1.4e\n",PetscGlobalRank,i,PetscAbsScalar(pcbddc->benign_p0[i]-p0_check[i]));CHKERRQ(ierr);
9352     }
9353     ierr = PetscFree(p0_check);CHKERRQ(ierr);
9354     ierr = VecDestroy(&vec_scale_P);CHKERRQ(ierr);
9355     ierr = VecDestroy(&vec_check_B);CHKERRQ(ierr);
9356     ierr = VecDestroy(&dummy_vec);CHKERRQ(ierr);
9357     ierr = MatDestroy(&S_j);CHKERRQ(ierr);
9358     ierr = MatDestroy(&B0_B);CHKERRQ(ierr);
9359   }
9360   PetscFunctionReturn(0);
9361 }
9362 
9363 #include <../src/mat/impls/aij/mpi/mpiaij.h>
9364 PetscErrorCode MatMPIAIJRestrict(Mat A, MPI_Comm ccomm, Mat *B)
9365 {
9366   Mat            At;
9367   IS             rows;
9368   PetscInt       rst,ren;
9369   PetscErrorCode ierr;
9370   PetscLayout    rmap;
9371 
9372   PetscFunctionBegin;
9373   rst = ren = 0;
9374   if (ccomm != MPI_COMM_NULL) {
9375     ierr = PetscLayoutCreate(ccomm,&rmap);CHKERRQ(ierr);
9376     ierr = PetscLayoutSetSize(rmap,A->rmap->N);CHKERRQ(ierr);
9377     ierr = PetscLayoutSetBlockSize(rmap,1);CHKERRQ(ierr);
9378     ierr = PetscLayoutSetUp(rmap);CHKERRQ(ierr);
9379     ierr = PetscLayoutGetRange(rmap,&rst,&ren);CHKERRQ(ierr);
9380   }
9381   ierr = ISCreateStride(PetscObjectComm((PetscObject)A),ren-rst,rst,1,&rows);CHKERRQ(ierr);
9382   ierr = MatCreateSubMatrix(A,rows,NULL,MAT_INITIAL_MATRIX,&At);CHKERRQ(ierr);
9383   ierr = ISDestroy(&rows);CHKERRQ(ierr);
9384 
9385   if (ccomm != MPI_COMM_NULL) {
9386     Mat_MPIAIJ *a,*b;
9387     IS         from,to;
9388     Vec        gvec;
9389     PetscInt   lsize;
9390 
9391     ierr = MatCreate(ccomm,B);CHKERRQ(ierr);
9392     ierr = MatSetSizes(*B,ren-rst,PETSC_DECIDE,PETSC_DECIDE,At->cmap->N);CHKERRQ(ierr);
9393     ierr = MatSetType(*B,MATAIJ);CHKERRQ(ierr);
9394     ierr = PetscLayoutDestroy(&((*B)->rmap));CHKERRQ(ierr);
9395     ierr = PetscLayoutSetUp((*B)->cmap);CHKERRQ(ierr);
9396     a    = (Mat_MPIAIJ*)At->data;
9397     b    = (Mat_MPIAIJ*)(*B)->data;
9398     ierr = MPI_Comm_size(ccomm,&b->size);CHKERRQ(ierr);
9399     ierr = MPI_Comm_rank(ccomm,&b->rank);CHKERRQ(ierr);
9400     ierr = PetscObjectReference((PetscObject)a->A);CHKERRQ(ierr);
9401     ierr = PetscObjectReference((PetscObject)a->B);CHKERRQ(ierr);
9402     b->A = a->A;
9403     b->B = a->B;
9404 
9405     b->donotstash      = a->donotstash;
9406     b->roworiented     = a->roworiented;
9407     b->rowindices      = 0;
9408     b->rowvalues       = 0;
9409     b->getrowactive    = PETSC_FALSE;
9410 
9411     (*B)->rmap         = rmap;
9412     (*B)->factortype   = A->factortype;
9413     (*B)->assembled    = PETSC_TRUE;
9414     (*B)->insertmode   = NOT_SET_VALUES;
9415     (*B)->preallocated = PETSC_TRUE;
9416 
9417     if (a->colmap) {
9418 #if defined(PETSC_USE_CTABLE)
9419       ierr = PetscTableCreateCopy(a->colmap,&b->colmap);CHKERRQ(ierr);
9420 #else
9421       ierr = PetscMalloc1(At->cmap->N,&b->colmap);CHKERRQ(ierr);
9422       ierr = PetscLogObjectMemory((PetscObject)*B,At->cmap->N*sizeof(PetscInt));CHKERRQ(ierr);
9423       ierr = PetscArraycpy(b->colmap,a->colmap,At->cmap->N);CHKERRQ(ierr);
9424 #endif
9425     } else b->colmap = 0;
9426     if (a->garray) {
9427       PetscInt len;
9428       len  = a->B->cmap->n;
9429       ierr = PetscMalloc1(len+1,&b->garray);CHKERRQ(ierr);
9430       ierr = PetscLogObjectMemory((PetscObject)(*B),len*sizeof(PetscInt));CHKERRQ(ierr);
9431       if (len) { ierr = PetscArraycpy(b->garray,a->garray,len);CHKERRQ(ierr); }
9432     } else b->garray = 0;
9433 
9434     ierr    = PetscObjectReference((PetscObject)a->lvec);CHKERRQ(ierr);
9435     b->lvec = a->lvec;
9436     ierr    = PetscLogObjectParent((PetscObject)*B,(PetscObject)b->lvec);CHKERRQ(ierr);
9437 
9438     /* cannot use VecScatterCopy */
9439     ierr = VecGetLocalSize(b->lvec,&lsize);CHKERRQ(ierr);
9440     ierr = ISCreateGeneral(ccomm,lsize,b->garray,PETSC_USE_POINTER,&from);CHKERRQ(ierr);
9441     ierr = ISCreateStride(PETSC_COMM_SELF,lsize,0,1,&to);CHKERRQ(ierr);
9442     ierr = MatCreateVecs(*B,&gvec,NULL);CHKERRQ(ierr);
9443     ierr = VecScatterCreate(gvec,from,b->lvec,to,&b->Mvctx);CHKERRQ(ierr);
9444     ierr = PetscLogObjectParent((PetscObject)*B,(PetscObject)b->Mvctx);CHKERRQ(ierr);
9445     ierr = ISDestroy(&from);CHKERRQ(ierr);
9446     ierr = ISDestroy(&to);CHKERRQ(ierr);
9447     ierr = VecDestroy(&gvec);CHKERRQ(ierr);
9448   }
9449   ierr = MatDestroy(&At);CHKERRQ(ierr);
9450   PetscFunctionReturn(0);
9451 }
9452